From 616b2e317ab29cb99d2b77759030d8b672c341c8 Mon Sep 17 00:00:00 2001 From: Mahima Arora <40266973+Mahima081@users.noreply.github.com> Date: Fri, 19 Apr 2024 11:38:17 +0530 Subject: [PATCH 01/28] [BUG-Fixed] #1466 - create observability dashboard after creating with Invalid name ### Fix for [BUG] Cannot create observability dashboard after creating with invalid name #1466 - https://github.com/opensearch-project/dashboards-observability/issues/1466 ### Description Cannot create Observability Dashboards after creating with an Invalid Name ### Issues Resolved Dialog asking user to input Dashboard Name even if invalid Dashboard name is entered ### Check List - [x] New functionality includes testing. - [x] All tests pass, including unit test, integration test and doctest - [ ] New functionality has been documented. - [ ] New functionality has javadoc added - [ ] New functionality has user manual doc added - [x] Commits are signed per the DCO using --signoff By submitting this pull request, I confirm that my contribution is made under the terms of the Apache 2.0 license. For more information on following Developer Certificate of Origin and signing off your commits, please check [here](https://github.com/opensearch-project/OpenSearch/blob/main/CONTRIBUTING.md#developer-certificate-of-origin). Signed-off-by: Mahima Arora <40266973+Mahima081@users.noreply.github.com> --- public/components/custom_panels/custom_panel_table.tsx | 7 ++++--- 1 file changed, 4 insertions(+), 3 deletions(-) diff --git a/public/components/custom_panels/custom_panel_table.tsx b/public/components/custom_panels/custom_panel_table.tsx index 4b1fd571d..41149b03b 100644 --- a/public/components/custom_panels/custom_panel_table.tsx +++ b/public/components/custom_panels/custom_panel_table.tsx @@ -121,7 +121,8 @@ export const CustomPanelTable = ({ const onCreate = async (newCustomPanelName: string) => { if (!isNameValid(newCustomPanelName)) { - setToast('Invalid Dashboard name', 'danger'); + setToast('Invalid Dashboard Name', 'danger'); + history.goBack(); } else { const newPanel = newPanelTemplate(newCustomPanelName); dispatch(createPanel(newPanel)); @@ -131,7 +132,7 @@ export const CustomPanelTable = ({ const onRename = async (newCustomPanelName: string) => { if (!isNameValid(newCustomPanelName)) { - setToast('Invalid Dashboard name', 'danger'); + setToast('Invalid Dashboard Name', 'danger'); } else { dispatch(renameCustomPanel(newCustomPanelName, selectedCustomPanels[0].id)); } @@ -140,7 +141,7 @@ export const CustomPanelTable = ({ const onClone = async (newName: string) => { if (!isNameValid(newName)) { - setToast('Invalid Operational Panel name', 'danger'); + setToast('Invalid Operational Panel Name', 'danger'); } else { let sourcePanel = selectedCustomPanels[0]; try { From 44727c33e55847da6d08ad69cd7bd48c1fd15fc4 Mon Sep 17 00:00:00 2001 From: Paul Sebastian Date: Thu, 25 Apr 2024 09:49:39 -0700 Subject: [PATCH 02/28] Enhance Explorer to use describe command (#1736) * fix app analytics to properly work Signed-off-by: Paul Sebastian * enhance explorer to run describe queries Signed-off-by: Paul Sebastian * use final query field for app analytics support Signed-off-by: Paul Sebastian * pr requested change Signed-off-by: Paul Sebastian * changed the wrong thign Signed-off-by: Paul Sebastian * Update public/services/data_fetchers/ppl/ppl_data_fetcher.ts Co-authored-by: Eric Wei Signed-off-by: Paul Sebastian --------- Signed-off-by: Paul Sebastian Signed-off-by: Paul Sebastian Co-authored-by: Eric Wei --- common/constants/shared.ts | 1 + public/components/common/query_utils/index.ts | 9 ++++++++ .../event_analytics/explorer/explorer.tsx | 22 ++++++++++++++----- .../data_fetchers/ppl/ppl_data_fetcher.ts | 13 +++++++++-- 4 files changed, 37 insertions(+), 8 deletions(-) diff --git a/common/constants/shared.ts b/common/constants/shared.ts index c6d3c781b..0775b9aef 100644 --- a/common/constants/shared.ts +++ b/common/constants/shared.ts @@ -93,6 +93,7 @@ export const PPL_INDEX_INSERT_POINT_REGEX = /(search source|source|index)\s*=\s* export const PPL_INDEX_REGEX = /(search source|source|index)\s*=\s*([^|\s]+)/i; export const PPL_WHERE_CLAUSE_REGEX = /\s*where\s+/i; export const PPL_NEWLINE_REGEX = /[\n\r]+/g; +export const PPL_DESCRIBE_INDEX_REGEX = /(describe)\s+([^|\s]+)/i; // Observability plugin URI const BASE_OBSERVABILITY_URI = '/_plugins/_observability'; diff --git a/public/components/common/query_utils/index.ts b/public/components/common/query_utils/index.ts index 9e441de0c..826850f33 100644 --- a/public/components/common/query_utils/index.ts +++ b/public/components/common/query_utils/index.ts @@ -21,6 +21,7 @@ import { OTEL_DATE_FORMAT, OTEL_METRIC_SUBTYPE, PROMQL_METRIC_SUBTYPE, + PPL_DESCRIBE_INDEX_REGEX, } from '../../../../common/constants/shared'; import { IExplorerFields, IQuery } from '../../../../common/types/explorer'; import { SPAN_RESOLUTION_REGEX } from '../../../../common/constants/metrics'; @@ -219,6 +220,14 @@ export const getIndexPatternFromRawQuery = (query: string): string => { return getPromQLIndex(query) || getPPLIndex(query); }; +export const getDescribeQueryIndexFromRawQuery = (query: string): string | undefined => { + const matches = query.match(PPL_DESCRIBE_INDEX_REGEX); + if (matches) { + return matches[2]; + } + return undefined; +}; + function extractSpanAndResolution(query: string) { if (!query) return; diff --git a/public/components/event_analytics/explorer/explorer.tsx b/public/components/event_analytics/explorer/explorer.tsx index a3286c1c5..c20fea643 100644 --- a/public/components/event_analytics/explorer/explorer.tsx +++ b/public/components/event_analytics/explorer/explorer.tsx @@ -44,6 +44,7 @@ import { DATE_PICKER_FORMAT, DEFAULT_AVAILABILITY_QUERY, EVENT_ANALYTICS_DOCUMENTATION_URL, + FINAL_QUERY, PATTERNS_EXTRACTOR_REGEX, PATTERNS_REGEX, RAW_QUERY, @@ -63,6 +64,7 @@ import { QUERY_ASSIST_API } from '../../../../common/constants/query_assist'; import { LIVE_END_TIME, LIVE_OPTIONS, + PPL_DESCRIBE_INDEX_REGEX, PPL_METRIC_SUBTYPE, PPL_NEWLINE_REGEX, } from '../../../../common/constants/shared'; @@ -540,12 +542,17 @@ export const Explorer = ({ return 0; }, [countDistribution?.data]); + const showTimeBasedComponents = + (isDefaultDataSourceType || appLogEvents) && + query[SELECTED_TIMESTAMP] !== '' && + !query[FINAL_QUERY].match(PPL_DESCRIBE_INDEX_REGEX); + const mainContent = useMemo(() => { return (
{explorerData && !isEmpty(explorerData.jsonData) ? ( - {(isDefaultDataSourceType || appLogEvents) && query[SELECTED_TIMESTAMP] !== '' && ( + {showTimeBasedComponents && ( <> @@ -594,7 +601,7 @@ export const Explorer = ({ )} - {(isDefaultDataSourceType || appLogEvents) && query[SELECTED_TIMESTAMP] !== '' && ( + {showTimeBasedComponents && ( @@ -643,11 +650,14 @@ export const Explorer = ({ rows={explorerData.jsonData} rowsAll={explorerData.jsonDataAll} explorerFields={explorerFields} - timeStampField={queryRef.current![SELECTED_TIMESTAMP]} + timeStampField={ + !query[FINAL_QUERY].match(PPL_DESCRIBE_INDEX_REGEX) + ? queryRef.current![SELECTED_TIMESTAMP] + : '' + } rawQuery={appBasedRef.current || queryRef.current![RAW_QUERY]} totalHits={ - (isDefaultDataSourceType || appLogEvents) && - query[SELECTED_TIMESTAMP] !== '' + showTimeBasedComponents ? _.sum(countDistribution.data?.['count()']) || explorerData.datarows.length : explorerData.datarows.length @@ -656,7 +666,7 @@ export const Explorer = ({ startTime={startTime} endTime={endTime} isDefaultDataSource={ - explorerSearchMeta.datasources[0].type === DEFAULT_DATA_SOURCE_TYPE + explorerSearchMeta?.datasources?.[0]?.type === DEFAULT_DATA_SOURCE_TYPE } /> )} diff --git a/public/services/data_fetchers/ppl/ppl_data_fetcher.ts b/public/services/data_fetchers/ppl/ppl_data_fetcher.ts index 119747ba0..fc299218d 100644 --- a/public/services/data_fetchers/ppl/ppl_data_fetcher.ts +++ b/public/services/data_fetchers/ppl/ppl_data_fetcher.ts @@ -23,7 +23,10 @@ import { TAB_CHART_ID, } from '../../../../common/constants/explorer'; import { PPL_STATS_REGEX } from '../../../../common/constants/shared'; -import { composeFinalQueryWithoutTimestamp } from '../../../components/common/query_utils'; +import { + composeFinalQueryWithoutTimestamp, + getDescribeQueryIndexFromRawQuery, +} from '../../../components/common/query_utils'; export class PPLDataFetcher extends DataFetcherBase implements IDataFetcher { protected queryIndex: string; @@ -70,6 +73,12 @@ export class PPLDataFetcher extends DataFetcherBase implements IDataFetcher { this.queryIndex = this.getIndex(buildRawQuery(query, appBaseQuery)); + // check for describe command and execute if possible + const describeQueryIndex = getDescribeQueryIndexFromRawQuery( + buildRawQuery(query, appBaseQuery) + ); + if (describeQueryIndex) this.queryIndex = describeQueryIndex; + if (this.queryIndex === '') return; // Returns if page is refreshed const { @@ -87,7 +96,7 @@ export class PPLDataFetcher extends DataFetcherBase implements IDataFetcher { await this.processTimestamp(query); - const noTimestamp = isEmpty(this.timestamp); + const noTimestamp = isEmpty(this.timestamp) || !!describeQueryIndex; const curStartTime = noTimestamp ? undefined From d131d99d1a8a4b15f7cdd17df220ec618b7647cb Mon Sep 17 00:00:00 2001 From: Simeon Widdis Date: Thu, 25 Apr 2024 11:23:41 -0700 Subject: [PATCH 03/28] Refactor integrations setup for easier separation of different setup options (#1738) * Refactor addIntegrationRequest params to object Signed-off-by: Simeon Widdis * Move SetupIntegrationFormInputs to own file Signed-off-by: Simeon Widdis * Split form inputs into more sections visually Signed-off-by: Simeon Widdis * Split form inputs into more sections logically Signed-off-by: Simeon Widdis * Minor copy update for checkpoint location Signed-off-by: Simeon Widdis * Update toggleworkflow method per Ryan's feedback Signed-off-by: Simeon Widdis --------- Signed-off-by: Simeon Widdis --- .../setup_integration.test.tsx.snap | 4005 +++-------------- .../setup_integration_inputs.test.tsx.snap | 2374 ++++++++++ .../__tests__/setup_integration.test.tsx | 52 +- .../setup_integration_inputs.test.tsx | 136 + .../components/create_integration_helpers.ts | 43 +- .../integrations/components/integration.tsx | 15 +- .../components/setup_integration.tsx | 384 +- .../components/setup_integration_inputs.tsx | 436 ++ 8 files changed, 3537 insertions(+), 3908 deletions(-) create mode 100644 public/components/integrations/components/__tests__/__snapshots__/setup_integration_inputs.test.tsx.snap create mode 100644 public/components/integrations/components/__tests__/setup_integration_inputs.test.tsx create mode 100644 public/components/integrations/components/setup_integration_inputs.tsx diff --git a/public/components/integrations/components/__tests__/__snapshots__/setup_integration.test.tsx.snap b/public/components/integrations/components/__tests__/__snapshots__/setup_integration.test.tsx.snap index 84af29f65..76ed541c9 100644 --- a/public/components/integrations/components/__tests__/__snapshots__/setup_integration.test.tsx.snap +++ b/public/components/integrations/components/__tests__/__snapshots__/setup_integration.test.tsx.snap @@ -95,91 +95,116 @@ exports[`Integration Setup Page Renders integration setup page as expected 1`] = className="euiSpacer euiSpacer--l" /> - -
- - - -
-
- + Display Name + + +
+
- -
- - - - + + + + +
-
- - + + +
- - + +
- -
- - - -
-
- + Connection Type + + +
+
- -
- - + + - - - - - -
- + + + + + + + +
+ +
-
- - - -
+ + - Select the type of connection to use for queries. -
- +
+ Select the type of connection to use for queries. +
+ + - - - -
+
- - - -
-
- + Index + + +
+
-
- +
- -
- - - - -
+ + + -
-
- -
- + +
+
+ +
+ -
- - + + + + + + + + - - - - - - - - -
- + +
+ +
-
- - -
- - -
+ +
+ + - Select an index to pull the data from. -
- +
+ Select an index to pull the data from. +
+ + - - + + @@ -1070,2993 +1121,3 @@ exports[`Integration Setup Page Renders integration setup page as expected 1`] = `; - -exports[`Integration Setup Page Renders the S3 connector form as expected 1`] = ` - - -
- -

- Set Up Integration -

- - -
- - -
- - -
-

- Integration Details -

-
- - -
- - -
-
- - - -
-
- - -
-
- - - - -
-
- - -
-
- - -
- - -
-

- Integration Connection -

-
- - -
- - -
-
- - - -
-
- - -
-
- - - - -
- - - - - -
- -
-
- - - -
- Select the type of connection to use for queries. -
- -
-
- - -
-
- - - -
-
- -
- - -
-
-
- - - ss4o_logs-nginx-test - - - -
- -
-
- -
- -
- - - - - - - - - - - -
- -
-
- - -
- - -
- Select a data source to pull the data from. -
- -
-
- - -
-
- - - -
-
- - -
-
- - - - -
-
- - - -
- Must be at least 1 character. -
- - -
- Select a table name to associate with your data. -
- -
-
- - -
-
- - - -
-
- - -
-
- - - - -
-
- - -
-
- - -
-
- - - -
-
- - -
-
- - - - -
-
- - - -
- The Checkpoint location must be a unique directory and not the same as the Bucket location. It will be used for caching intermediary results. -
- -
-
- - -
- - -
-

- Integration Resources -

-
- - -
-
- -
-

- This integration offers valuable resources compatible with your data source. These can include dashboards, visualizations, indexes, and queries. Select at least one of the following options. -

-
- -
-
- - -
- - -
-
- - - <_EuiSplitPanelOuter - className="euiCheckableCard euiCheckableCard-isChecked" - direction="row" - hasBorder={true} - responsive={false} - > - -
- <_EuiSplitPanelInner - color="primary" - grow={false} - onClick={[Function]} - > - -
- -
- -
-
- -
- - - <_EuiSplitPanelInner> - -
- -
- This is a test workflow. -
-
- - -
- - - - -
-
- - -
- - -
- -
- - -`; - -exports[`Integration Setup Page Renders the S3 connector form without workflows 1`] = ` - - -
- -

- Set Up Integration -

- - -
- - -
- - -
-

- Integration Details -

-
- - -
- - -
-
- - - -
-
- - -
-
- - - - -
-
- - -
-
- - -
- - -
-

- Integration Connection -

-
- - -
- - -
-
- - - -
-
- - -
-
- - - - -
- - - - - -
- -
-
- - - -
- Select the type of connection to use for queries. -
- -
-
- - -
-
- - - -
-
- -
- - -
-
-
- - - ss4o_logs-nginx-test - - - -
- -
-
- -
- -
- - - - - - - - - - - -
- -
-
- - -
- - -
- Select a data source to pull the data from. -
- -
-
- - -
-
- - - -
-
- - -
-
- - - - -
-
- - - -
- Must be at least 1 character. -
- - -
- Select a table name to associate with your data. -
- -
-
- - -
-
- - - -
-
- - -
-
- - - - -
-
- - -
-
- - -
-
- - - -
-
- - -
-
- - - - -
-
- - - -
- The Checkpoint location must be a unique directory and not the same as the Bucket location. It will be used for caching intermediary results. -
- -
-
- - -
- - -
- -
- - -`; - -exports[`Integration Setup Page Renders the index form as expected 1`] = ` - - -
- -

- Set Up Integration -

- - -
- - -
- - -
-

- Integration Details -

-
- - -
- - -
-
- - - -
-
- - -
-
- - - - -
-
- - -
-
- - -
- - -
-

- Integration Connection -

-
- - -
- - -
-
- - - -
-
- - -
-
- - - - -
- - - - - -
- -
-
- - - -
- Select the type of connection to use for queries. -
- -
-
- - -
-
- - - -
-
- -
- - -
-
-
- - - ss4o_logs-nginx-test - - - -
- -
-
- -
- -
- - - - - - - - - - - -
- -
-
- - -
- - -
- Select an index to pull the data from. -
- -
-
- -
- - -`; diff --git a/public/components/integrations/components/__tests__/__snapshots__/setup_integration_inputs.test.tsx.snap b/public/components/integrations/components/__tests__/__snapshots__/setup_integration_inputs.test.tsx.snap new file mode 100644 index 000000000..08bdef536 --- /dev/null +++ b/public/components/integrations/components/__tests__/__snapshots__/setup_integration_inputs.test.tsx.snap @@ -0,0 +1,2374 @@ +// Jest Snapshot v1, https://goo.gl/fbAQLP + +exports[`Integration Setup Inputs Renders the S3 connector form as expected 1`] = ` + + +

+ Set Up Integration +

+ + + + +

+ Integration Details +

+ + + + + +

+ Integration Connection +

+ + + + + +

+ Query Fields +

+ + + +

+ To set up the integration, we need to know some information about how to process your data. +

+ + + + + + +

+ Integration Resources +

+ + + +

+ This integration offers different kinds of resources compatible with your data source. These can include dashboards, visualizations, indexes, and queries. Select at least one of the following options. +

+ + + + + + + +`; + +exports[`Integration Setup Inputs Renders the S3 connector form without workflows 1`] = ` + + +

+ Set Up Integration +

+ + + + +

+ Integration Details +

+ + + + + +

+ Integration Connection +

+ + + + + +

+ Query Fields +

+ + + +

+ To set up the integration, we need to know some information about how to process your data. +

+ + + + + + +

+ Integration Resources +

+ + + +

+ This integration offers different kinds of resources compatible with your data source. These can include dashboards, visualizations, indexes, and queries. Select at least one of the following options. +

+ + + + + + + +`; + +exports[`Integration Setup Inputs Renders the connection inputs 1`] = ` + + +
+
+ + + +
+
+ + +
+
+ + + + +
+ + + + + +
+ +
+
+ + + +
+ Select the type of connection to use for queries. +
+ +
+
+ + +
+
+ + + +
+
+ +
+ + +
+
+
+ + + ss4o_logs-nginx-test + + + +
+ +
+
+ +
+ +
+ + + + + + + + + + + +
+ +
+
+ + +
+ + +
+ Select a data source to pull the data from. +
+ +
+
+ + +`; + +exports[`Integration Setup Inputs Renders the connection inputs with a locked connection type 1`] = ` + + +
+
+ + + +
+
+ + +
+
+ + + + +
+ + + + + +
+ +
+
+ + + +
+ Select the type of connection to use for queries. +
+ +
+
+ + +
+
+ + + +
+
+ +
+ + +
+
+
+ + + ss4o_logs-nginx-test + + + +
+ +
+
+ +
+ +
+ + + + + + +
+ +
+
+ + +
+ + +
+ Select a data source to pull the data from. +
+ +
+
+ + +`; + +exports[`Integration Setup Inputs Renders the details inputs 1`] = ` + + +
+
+ + + +
+
+ + +
+
+ + + + +
+
+ + +
+
+ + +`; + +exports[`Integration Setup Inputs Renders the index form as expected 1`] = ` + + +

+ Set Up Integration +

+ + + + +

+ Integration Details +

+ + + + + +

+ Integration Connection +

+ + + + +`; + +exports[`Integration Setup Inputs Renders the query inputs 1`] = ` + + +
+
+ + + +
+
+ + +
+
+ + + + +
+
+ + + +
+ Must be at least 1 character. +
+ + +
+ Select a table name to associate with your data. +
+ +
+
+ + +
+
+ + + +
+
+ + +
+
+ + + + +
+
+ + +
+
+ + +
+
+ + + +
+
+ + +
+
+ + + + +
+
+ + + +
+ The Checkpoint location must be a unique directory and not the same as the Data location. It will be used for caching intermediary results. +
+ +
+
+ + +`; + +exports[`Integration Setup Inputs Renders the workflows inputs 1`] = ` + + +
+
+ + + <_EuiSplitPanelOuter + className="euiCheckableCard euiCheckableCard-isChecked" + direction="row" + hasBorder={true} + responsive={false} + > + +
+ <_EuiSplitPanelInner + color="primary" + grow={false} + onClick={[Function]} + > + +
+ +
+ +
+
+ +
+ + + <_EuiSplitPanelInner> + +
+ +
+ This is a test workflow. +
+
+ + +
+ + + + +
+
+ + +`; diff --git a/public/components/integrations/components/__tests__/setup_integration.test.tsx b/public/components/integrations/components/__tests__/setup_integration.test.tsx index 1fb32133e..e975700a0 100644 --- a/public/components/integrations/components/__tests__/setup_integration.test.tsx +++ b/public/components/integrations/components/__tests__/setup_integration.test.tsx @@ -7,11 +7,8 @@ import { configure, mount } from 'enzyme'; import Adapter from 'enzyme-adapter-react-16'; import React from 'react'; import { waitFor } from '@testing-library/react'; -import { SetupIntegrationPage, SetupIntegrationFormInputs } from '../setup_integration'; -import { - TEST_INTEGRATION_CONFIG, - TEST_INTEGRATION_SETUP_INPUTS, -} from '../../../../../test/constants'; +import { SetupIntegrationPage } from '../setup_integration'; +import { TEST_INTEGRATION_CONFIG } from '../../../../../test/constants'; describe('Integration Setup Page', () => { configure({ adapter: new Adapter() }); @@ -23,49 +20,4 @@ describe('Integration Setup Page', () => { expect(wrapper).toMatchSnapshot(); }); }); - - it('Renders the index form as expected', async () => { - const wrapper = mount( - {}} - integration={TEST_INTEGRATION_CONFIG} - setupCallout={{ show: false }} - /> - ); - - await waitFor(() => { - expect(wrapper).toMatchSnapshot(); - }); - }); - - it('Renders the S3 connector form as expected', async () => { - const wrapper = mount( - {}} - integration={TEST_INTEGRATION_CONFIG} - setupCallout={{ show: false }} - /> - ); - - await waitFor(() => { - expect(wrapper).toMatchSnapshot(); - }); - }); - - it('Renders the S3 connector form without workflows', async () => { - const wrapper = mount( - {}} - integration={{ ...TEST_INTEGRATION_CONFIG, workflows: undefined }} - setupCallout={{ show: false }} - /> - ); - - await waitFor(() => { - expect(wrapper).toMatchSnapshot(); - }); - }); }); diff --git a/public/components/integrations/components/__tests__/setup_integration_inputs.test.tsx b/public/components/integrations/components/__tests__/setup_integration_inputs.test.tsx new file mode 100644 index 000000000..8f0ef853a --- /dev/null +++ b/public/components/integrations/components/__tests__/setup_integration_inputs.test.tsx @@ -0,0 +1,136 @@ +/* + * Copyright OpenSearch Contributors + * SPDX-License-Identifier: Apache-2.0 + */ + +import { configure, mount, shallow } from 'enzyme'; +import Adapter from 'enzyme-adapter-react-16'; +import React from 'react'; +import { waitFor } from '@testing-library/react'; +import { + IntegrationConnectionInputs, + IntegrationDetailsInputs, + IntegrationQueryInputs, + IntegrationWorkflowsInputs, + SetupIntegrationFormInputs, +} from '../setup_integration_inputs'; +import { + TEST_INTEGRATION_CONFIG, + TEST_INTEGRATION_SETUP_INPUTS, +} from '../../../../../test/constants'; + +describe('Integration Setup Inputs', () => { + configure({ adapter: new Adapter() }); + + it('Renders the index form as expected', async () => { + const wrapper = shallow( + {}} + integration={TEST_INTEGRATION_CONFIG} + setupCallout={{ show: false }} + /> + ); + + await waitFor(() => { + expect(wrapper).toMatchSnapshot(); + }); + }); + + it('Renders the S3 connector form as expected', async () => { + const wrapper = shallow( + {}} + integration={TEST_INTEGRATION_CONFIG} + setupCallout={{ show: false }} + /> + ); + + await waitFor(() => { + expect(wrapper).toMatchSnapshot(); + }); + }); + + it('Renders the S3 connector form without workflows', async () => { + const wrapper = shallow( + {}} + integration={TEST_INTEGRATION_CONFIG} + setupCallout={{ show: false }} + /> + ); + + await waitFor(() => { + expect(wrapper).toMatchSnapshot(); + }); + }); + + it('Renders the details inputs', async () => { + const wrapper = mount( + {}} + integration={TEST_INTEGRATION_CONFIG} + /> + ); + + await waitFor(() => { + expect(wrapper).toMatchSnapshot(); + }); + }); + + it('Renders the connection inputs', async () => { + const wrapper = mount( + {}} + integration={TEST_INTEGRATION_CONFIG} + /> + ); + + await waitFor(() => { + expect(wrapper).toMatchSnapshot(); + }); + }); + + it('Renders the connection inputs with a locked connection type', async () => { + const wrapper = mount( + {}} + integration={TEST_INTEGRATION_CONFIG} + lockConnectionType={true} + /> + ); + + await waitFor(() => { + expect(wrapper).toMatchSnapshot(); + }); + }); + + it('Renders the query inputs', async () => { + const wrapper = mount( + {}} + integration={TEST_INTEGRATION_CONFIG} + /> + ); + + await waitFor(() => { + expect(wrapper).toMatchSnapshot(); + }); + }); + + it('Renders the workflows inputs', async () => { + const wrapper = mount( + {}} integration={TEST_INTEGRATION_CONFIG} /> + ); + + await waitFor(() => { + expect(wrapper).toMatchSnapshot(); + }); + }); +}); diff --git a/public/components/integrations/components/create_integration_helpers.ts b/public/components/integrations/components/create_integration_helpers.ts index 1ef8c71ea..dcbc2da56 100644 --- a/public/components/integrations/components/create_integration_helpers.ts +++ b/public/components/integrations/components/create_integration_helpers.ts @@ -13,6 +13,18 @@ interface Properties { [key: string]: Properties | object; } +interface AddIntegrationRequestParams { + addSample: boolean; + templateName: string; + integration: IntegrationConfig; + setToast: (title: string, color?: Color, text?: string | undefined) => void; + name?: string; + indexPattern?: string; + workflows?: string[]; + skipRedirect?: boolean; + dataSourceInfo?: { dataSource: string; tableName: string }; +} + interface ComponentMappingPayload { template: { mappings: { _meta: { version: string } } }; composed_of: string[]; @@ -277,28 +289,27 @@ const createIndexPatternMappings = async ( } }; -export async function addIntegrationRequest( - addSample: boolean, - templateName: string, - integrationTemplateId: string, - integration: IntegrationConfig, - setToast: (title: string, color?: Color, text?: string | undefined) => void, - name?: string, - indexPattern?: string, - workflows?: string[], - skipRedirect?: boolean, - dataSourceInfo?: { dataSource: string; tableName: string } -): Promise { +export async function addIntegrationRequest({ + addSample, + templateName, + integration, + setToast, + name, + indexPattern, + workflows, + skipRedirect, + dataSourceInfo, +}: AddIntegrationRequestParams): Promise { const http = coreRefs.http!; if (addSample) { createIndexPatternMappings( - `ss4o_${integration.type}-${integrationTemplateId}-*-sample`, - integrationTemplateId, + `ss4o_${integration.type}-${templateName}-*-sample`, + templateName, integration, setToast ); - name = `${integrationTemplateId}-sample`; - indexPattern = `ss4o_${integration.type}-${integrationTemplateId}-sample-sample`; + name = `${templateName}-sample`; + indexPattern = `ss4o_${integration.type}-${templateName}-sample-sample`; } const createReqBody: { diff --git a/public/components/integrations/components/integration.tsx b/public/components/integrations/components/integration.tsx index 6bccdd65e..512058161 100644 --- a/public/components/integrations/components/integration.tsx +++ b/public/components/integrations/components/integration.tsx @@ -23,14 +23,14 @@ import { INTEGRATIONS_BASE } from '../../../../common/constants/shared'; import { IntegrationScreenshots } from './integration_screenshots_panel'; import { useToast } from '../../../../public/components/common/toast'; import { coreRefs } from '../../../framework/core_refs'; -import { IntegrationTemplate, addIntegrationRequest } from './create_integration_helpers'; +import { addIntegrationRequest } from './create_integration_helpers'; export function Integration(props: AvailableIntegrationProps) { const http = coreRefs.http!; const { integrationTemplateId, chrome } = props; const { setToast } = useToast(); - const [integration, setIntegration] = useState({} as IntegrationTemplate); + const [integration, setIntegration] = useState({} as IntegrationConfig); const [integrationMapping, setMapping] = useState(null); const [integrationAssets, setAssets] = useState([]); @@ -149,13 +149,12 @@ export function Integration(props: AvailableIntegrationProps) { }} setUpSample={async () => { setLoading(true); - await addIntegrationRequest( - true, - integration.name, - integrationTemplateId, + await addIntegrationRequest({ + addSample: true, + templateName: integration.name, integration, - setToast - ); + setToast, + }); setLoading(false); }} loading={loading} diff --git a/public/components/integrations/components/setup_integration.tsx b/public/components/integrations/components/setup_integration.tsx index 3a78efa63..9608c38d2 100644 --- a/public/components/integrations/components/setup_integration.tsx +++ b/public/components/integrations/components/setup_integration.tsx @@ -7,36 +7,23 @@ import { EuiBottomBar, EuiButton, EuiButtonEmpty, - EuiCallOut, - EuiCheckableCard, - EuiComboBox, EuiEmptyPrompt, - EuiFieldText, EuiFlexGroup, EuiFlexItem, EuiFlyoutBody, EuiFlyoutFooter, - EuiForm, - EuiFormRow, EuiLoadingLogo, EuiPage, EuiPageBody, EuiPageContent, EuiPageContentBody, - EuiSelect, - EuiSpacer, - EuiText, - EuiTitle, } from '@elastic/eui'; import React, { useState, useEffect } from 'react'; import { Color } from '../../../../common/constants/integrations'; import { coreRefs } from '../../../framework/core_refs'; import { addIntegrationRequest } from './create_integration_helpers'; -import { - CONSOLE_PROXY, - INTEGRATIONS_BASE, - DATACONNECTIONS_BASE, -} from '../../../../common/constants/shared'; +import { SetupIntegrationFormInputs } from './setup_integration_inputs'; +import { CONSOLE_PROXY, INTEGRATIONS_BASE } from '../../../../common/constants/shared'; export interface IntegrationSetupInputs { displayName: string; @@ -48,9 +35,7 @@ export interface IntegrationSetupInputs { enabledWorkflows: string[]; } -type SetupCallout = { show: true; title: string; color?: Color; text?: string } | { show: false }; - -interface IntegrationConfigProps { +export interface IntegrationConfigProps { config: IntegrationSetupInputs; updateConfig: (updates: Partial) => void; integration: IntegrationConfig; @@ -58,81 +43,7 @@ interface IntegrationConfigProps { lockConnectionType?: boolean; } -// TODO support localization -const INTEGRATION_CONNECTION_DATA_SOURCE_TYPES: Map< - string, - { - title: string; - lower: string; - help: string; - } -> = new Map([ - [ - 's3', - { - title: 'Data Source', - lower: 'data_source', - help: 'Select a data source to pull the data from.', - }, - ], - [ - 'index', - { - title: 'Index', - lower: 'index', - help: 'Select an index to pull the data from.', - }, - ], -]); - -const integrationConnectionSelectorItems = [ - { - value: 's3', - text: 'S3 Connection', - }, - { - value: 'index', - text: 'OpenSearch Index', - }, -]; - -const suggestDataSources = async (type: string): Promise> => { - const http = coreRefs.http!; - try { - if (type === 'index') { - const result = await http.post(CONSOLE_PROXY, { - body: '{}', - query: { - path: '_data_stream/ss4o_*', - method: 'GET', - }, - }); - return ( - result.data_streams?.map((item: { name: string }) => { - return { label: item.name }; - }) ?? [] - ); - } else if (type === 's3') { - const result = (await http.get(DATACONNECTIONS_BASE)) as Array<{ - name: string; - connector: string; - }>; - return ( - result - ?.filter((item) => item.connector === 'S3GLUE') - .map((item) => { - return { label: item.name }; - }) ?? [] - ); - } else { - console.error(`Unknown connection type: ${type}`); - return []; - } - } catch (err) { - console.error(err.message); - return []; - } -}; +type SetupCallout = { show: true; title: string; color?: Color; text?: string } | { show: false }; const runQuery = async ( query: string, @@ -187,254 +98,6 @@ const runQuery = async ( } }; -export function SetupWorkflowSelector({ - integration, - useWorkflows, - toggleWorkflow, -}: { - integration: IntegrationConfig; - useWorkflows: Map; - toggleWorkflow: (name: string) => void; -}) { - if (!integration.workflows) { - return null; - } - - const cards = integration.workflows.map((workflow) => { - return ( - toggleWorkflow(workflow.name)} - > - {workflow.description} - - ); - }); - - return cards; -} - -export function SetupIntegrationFormInputs({ - config, - updateConfig, - integration, - setupCallout, - lockConnectionType, -}: IntegrationConfigProps) { - const connectionType = INTEGRATION_CONNECTION_DATA_SOURCE_TYPES.get(config.connectionType)!; - - const [dataSourceSuggestions, setDataSourceSuggestions] = useState( - [] as Array<{ label: string }> - ); - const [isSuggestionsLoading, setIsSuggestionsLoading] = useState(true); - const [isBucketBlurred, setIsBucketBlurred] = useState(false); - const [isCheckpointBlurred, setIsCheckpointBlurred] = useState(false); - - const [useWorkflows, setUseWorkflows] = useState(new Map()); - const toggleWorkflow = (name: string) => { - setUseWorkflows(new Map(useWorkflows.set(name, !useWorkflows.get(name)))); - }; - - useEffect(() => { - if (integration.workflows) { - setUseWorkflows(new Map(integration.workflows.map((w) => [w.name, w.enabled_by_default]))); - } - }, [integration.workflows]); - - useEffect(() => { - updateConfig({ - enabledWorkflows: [...useWorkflows.entries()].filter((w) => w[1]).map((w) => w[0]), - }); - // If we add the updateConfig dep here, rendering crashes with "Maximum update depth exceeded" - // eslint-disable-next-line react-hooks/exhaustive-deps - }, [useWorkflows]); - - useEffect(() => { - const updateDataSources = async () => { - const data = await suggestDataSources(config.connectionType); - setDataSourceSuggestions(data); - setIsSuggestionsLoading(false); - }; - - setIsSuggestionsLoading(true); - updateDataSources(); - }, [config.connectionType]); - - return ( - - -

Set Up Integration

- - - {setupCallout.show ? ( - -

{setupCallout.text}

- - ) : null} - - -

Integration Details

- - - - updateConfig({ displayName: event.target.value })} - placeholder={`${integration.name} Integration`} - isInvalid={config.displayName.length === 0} - data-test-subj="new-instance-name" - /> - - - -

Integration Connection

- - - - { - if (item.value === 's3') { - return integration.assets.some((asset) => asset.type === 'query'); - } else if (item.value === 'index') { - return integration.assets.some((asset) => asset.type === 'savedObjectBundle'); - } else { - return false; - } - })} - value={config.connectionType} - onChange={(event) => - updateConfig({ connectionType: event.target.value, connectionDataSource: '' }) - } - disabled={lockConnectionType} - /> - - - { - if (selected.length === 0) { - updateConfig({ connectionDataSource: '' }); - } else { - updateConfig({ connectionDataSource: selected[0].label }); - } - }} - selectedOptions={[{ label: config.connectionDataSource }]} - singleSelection={{ asPlainText: true }} - onCreateOption={(searchValue) => { - const normalizedSearchValue = searchValue.trim(); - if (!normalizedSearchValue) { - return; - } - const newOption = { label: normalizedSearchValue }; - setDataSourceSuggestions((ds) => ds.concat([newOption])); - updateConfig({ connectionDataSource: newOption.label }); - }} - customOptionText={`Select {searchValue} as your ${connectionType.lower}`} - data-test-subj="data-source-name" - isDisabled={lockConnectionType} - /> - - {config.connectionType === 's3' ? ( - <> - - { - updateConfig({ connectionTableName: evt.target.value }); - }} - isInvalid={config.connectionTableName.length === 0} - /> - - - updateConfig({ connectionLocation: event.target.value })} - placeholder="s3://" - isInvalid={isBucketBlurred && !config.connectionLocation.startsWith('s3://')} - onBlur={() => { - setIsBucketBlurred(true); - }} - /> - - - updateConfig({ checkpointLocation: event.target.value })} - placeholder="s3://" - isInvalid={isCheckpointBlurred && !config.checkpointLocation.startsWith('s3://')} - onBlur={() => { - setIsCheckpointBlurred(true); - }} - /> - - {integration.workflows ? ( - <> - - -

Integration Resources

- - - -

- This integration offers valuable resources compatible with your data source. - These can include dashboards, visualizations, indexes, and queries. Select at - least one of the following options. -

- - - - - - - - ) : null} - {/* Bottom bar will overlap content if there isn't some space at the end */} - - - - ) : null} - - ); -} - const makeTableName = (config: IntegrationSetupInputs): string => { return `${config.connectionDataSource}.default.${config.connectionTableName}`; }; @@ -465,17 +128,15 @@ const addIntegration = async ({ let sessionId: string | null = null; if (config.connectionType === 'index') { - const res = await addIntegrationRequest( - false, - integration.name, - config.displayName, + const res = await addIntegrationRequest({ + addSample: false, + templateName: integration.name, integration, - setCalloutLikeToast, - config.displayName, - config.connectionDataSource, - undefined, - setIsInstalling ? true : false - ); + setToast: setCalloutLikeToast, + name: config.displayName, + indexPattern: config.connectionDataSource, + skipRedirect: setIsInstalling ? true : false, + }); if (setIsInstalling) { setIsInstalling(false, res); } @@ -508,18 +169,17 @@ const addIntegration = async ({ sessionId = result.value.sessionId ?? sessionId; } // Once everything is ready, add the integration to the new datasource as usual - const res = await addIntegrationRequest( - false, - integration.name, - config.displayName, + const res = await addIntegrationRequest({ + addSample: false, + templateName: integration.name, integration, - setCalloutLikeToast, - config.displayName, - `flint_${config.connectionDataSource}_default_${config.connectionTableName}__*`, - config.enabledWorkflows, - setIsInstalling ? true : false, - { dataSource: config.connectionDataSource, tableName: makeTableName(config) } - ); + setToast: setCalloutLikeToast, + name: config.displayName, + indexPattern: `flint_${config.connectionDataSource}_default_${config.connectionTableName}__*`, + workflows: config.enabledWorkflows, + skipRedirect: setIsInstalling ? true : false, + dataSourceInfo: { dataSource: config.connectionDataSource, tableName: makeTableName(config) }, + }); if (setIsInstalling) { setIsInstalling(false, res); } diff --git a/public/components/integrations/components/setup_integration_inputs.tsx b/public/components/integrations/components/setup_integration_inputs.tsx new file mode 100644 index 000000000..77ff20963 --- /dev/null +++ b/public/components/integrations/components/setup_integration_inputs.tsx @@ -0,0 +1,436 @@ +/* + * Copyright OpenSearch Contributors + * SPDX-License-Identifier: Apache-2.0 + */ + +import { + EuiCallOut, + EuiCheckableCard, + EuiComboBox, + EuiFieldText, + EuiForm, + EuiFormRow, + EuiSelect, + EuiSpacer, + EuiText, + EuiTitle, +} from '@elastic/eui'; +import React, { useState, useEffect } from 'react'; +import { coreRefs } from '../../../framework/core_refs'; +import { CONSOLE_PROXY, DATACONNECTIONS_BASE } from '../../../../common/constants/shared'; +import { IntegrationConfigProps, IntegrationSetupInputs } from './setup_integration'; + +// TODO support localization +const INTEGRATION_CONNECTION_DATA_SOURCE_TYPES: Map< + string, + { + title: string; + lower: string; + help: string; + } +> = new Map([ + [ + 's3', + { + title: 'Data Source', + lower: 'data_source', + help: 'Select a data source to pull the data from.', + }, + ], + [ + 'index', + { + title: 'Index', + lower: 'index', + help: 'Select an index to pull the data from.', + }, + ], +]); + +const integrationConnectionSelectorItems = [ + { + value: 's3', + text: 'S3 Connection', + }, + { + value: 'index', + text: 'OpenSearch Index', + }, +]; + +const suggestDataSources = async (type: string): Promise> => { + const http = coreRefs.http!; + try { + if (type === 'index') { + const result = await http.post(CONSOLE_PROXY, { + body: '{}', + query: { + path: '_data_stream/ss4o_*', + method: 'GET', + }, + }); + return ( + result.data_streams?.map((item: { name: string }) => { + return { label: item.name }; + }) ?? [] + ); + } else if (type === 's3') { + const result = (await http.get(DATACONNECTIONS_BASE)) as Array<{ + name: string; + connector: string; + }>; + return ( + result + ?.filter((item) => item.connector === 'S3GLUE') + .map((item) => { + return { label: item.name }; + }) ?? [] + ); + } else { + console.error(`Unknown connection type: ${type}`); + return []; + } + } catch (err) { + console.error(err.message); + return []; + } +}; + +export function SetupWorkflowSelector({ + integration, + useWorkflows, + toggleWorkflow, +}: { + integration: IntegrationConfig; + useWorkflows: Map; + toggleWorkflow: (name: string) => void; +}) { + if (!integration.workflows) { + return null; + } + + const cards = integration.workflows.map((workflow) => { + return ( + toggleWorkflow(workflow.name)} + > + {workflow.description} + + ); + }); + + return cards; +} + +export function IntegrationDetailsInputs({ + config, + updateConfig, + integration, +}: { + config: IntegrationSetupInputs; + updateConfig: (updates: Partial) => void; + integration: IntegrationConfig; +}) { + return ( + + updateConfig({ displayName: event.target.value })} + placeholder={`${integration.name} Integration`} + isInvalid={config.displayName.length === 0} + data-test-subj="new-instance-name" + /> + + ); +} + +export function IntegrationConnectionInputs({ + config, + updateConfig, + integration, + lockConnectionType, +}: { + config: IntegrationSetupInputs; + updateConfig: (updates: Partial) => void; + integration: IntegrationConfig; + lockConnectionType?: boolean; +}) { + const connectionType = INTEGRATION_CONNECTION_DATA_SOURCE_TYPES.get(config.connectionType)!; + + const [dataSourceSuggestions, setDataSourceSuggestions] = useState( + [] as Array<{ label: string }> + ); + const [isSuggestionsLoading, setIsSuggestionsLoading] = useState(true); + + useEffect(() => { + const updateDataSources = async () => { + const data = await suggestDataSources(config.connectionType); + setDataSourceSuggestions(data); + setIsSuggestionsLoading(false); + }; + + setIsSuggestionsLoading(true); + updateDataSources(); + }, [config.connectionType]); + + return ( + <> + + { + if (item.value === 's3') { + return integration.assets.some((asset) => asset.type === 'query'); + } else if (item.value === 'index') { + return integration.assets.some((asset) => asset.type === 'savedObjectBundle'); + } else { + return false; + } + })} + value={config.connectionType} + onChange={(event) => + updateConfig({ connectionType: event.target.value, connectionDataSource: '' }) + } + disabled={lockConnectionType} + /> + + + { + if (selected.length === 0) { + updateConfig({ connectionDataSource: '' }); + } else { + updateConfig({ connectionDataSource: selected[0].label }); + } + }} + selectedOptions={[{ label: config.connectionDataSource }]} + singleSelection={{ asPlainText: true }} + onCreateOption={(searchValue) => { + const normalizedSearchValue = searchValue.trim(); + if (!normalizedSearchValue) { + return; + } + const newOption = { label: normalizedSearchValue }; + setDataSourceSuggestions((ds) => ds.concat([newOption])); + updateConfig({ connectionDataSource: newOption.label }); + }} + customOptionText={`Select {searchValue} as your ${connectionType.lower}`} + data-test-subj="data-source-name" + isDisabled={lockConnectionType} + /> + + + ); +} + +export function IntegrationQueryInputs({ + config, + updateConfig, + integration, +}: { + config: IntegrationSetupInputs; + updateConfig: (updates: Partial) => void; + integration: IntegrationConfig; +}) { + const [isBucketBlurred, setIsBucketBlurred] = useState(false); + const [isCheckpointBlurred, setIsCheckpointBlurred] = useState(false); + + return ( + <> + + { + updateConfig({ connectionTableName: evt.target.value }); + }} + isInvalid={config.connectionTableName.length === 0} + /> + + + updateConfig({ connectionLocation: event.target.value })} + placeholder="s3://" + isInvalid={isBucketBlurred && !config.connectionLocation.startsWith('s3://')} + onBlur={() => { + setIsBucketBlurred(true); + }} + /> + + + updateConfig({ checkpointLocation: event.target.value })} + placeholder="s3://" + isInvalid={isCheckpointBlurred && !config.checkpointLocation.startsWith('s3://')} + onBlur={() => { + setIsCheckpointBlurred(true); + }} + /> + + + ); +} + +export function IntegrationWorkflowsInputs({ + updateConfig, + integration, +}: { + updateConfig: (updates: Partial) => void; + integration: IntegrationConfig; +}) { + const [useWorkflows, setUseWorkflows] = useState(new Map()); + const toggleWorkflow = (name: string) => { + setUseWorkflows((currentWorkflows) => { + const newWorkflows = new Map(currentWorkflows); + newWorkflows.set(name, !newWorkflows.get(name)); + return newWorkflows; + }); + }; + + useEffect(() => { + if (integration.workflows) { + setUseWorkflows(new Map(integration.workflows.map((w) => [w.name, w.enabled_by_default]))); + } + }, [integration.workflows]); + + useEffect(() => { + updateConfig({ + enabledWorkflows: [...useWorkflows.entries()].filter((w) => w[1]).map((w) => w[0]), + }); + // If we add the updateConfig dep here, rendering crashes with "Maximum update depth exceeded" + // eslint-disable-next-line react-hooks/exhaustive-deps + }, [useWorkflows]); + + return ( + + + + ); +} + +export function SetupIntegrationFormInputs({ + config, + updateConfig, + integration, + setupCallout, + lockConnectionType, +}: IntegrationConfigProps) { + return ( + + +

Set Up Integration

+ + + {setupCallout.show ? ( + +

{setupCallout.text}

+ + ) : null} + + +

Integration Details

+ + + + + +

Integration Connection

+ + + + {config.connectionType === 's3' ? ( + <> + + +

Query Fields

+ + + +

+ To set up the integration, we need to know some information about how to process + your data. +

+ + + + + {integration.workflows ? ( + <> + + +

Integration Resources

+ + + +

+ This integration offers different kinds of resources compatible with your data + source. These can include dashboards, visualizations, indexes, and queries. + Select at least one of the following options. +

+ + + + + + ) : null} + {/* Bottom bar will overlap content if there isn't some space at the end */} + + + + ) : null} + + ); +} From 3dbe5c8e8ee0b5659bd59e265e9d4c1994b723c0 Mon Sep 17 00:00:00 2001 From: Simeon Widdis Date: Thu, 25 Apr 2024 14:35:10 -0700 Subject: [PATCH 04/28] Add multi-checkpoint support to integrations (#1742) * Refactor addIntegrationRequest params to object Signed-off-by: Simeon Widdis * Move SetupIntegrationFormInputs to own file Signed-off-by: Simeon Widdis * Split form inputs into more sections visually Signed-off-by: Simeon Widdis * Split form inputs into more sections logically Signed-off-by: Simeon Widdis * Minor copy update for checkpoint location Signed-off-by: Simeon Widdis * Add UUID to created checkpoint location Signed-off-by: Simeon Widdis * Use dashes instead of underscores for separating checkpoint parts Signed-off-by: Simeon Widdis * Update toggleworkflow method per Ryan's feedback Signed-off-by: Simeon Widdis --------- Signed-off-by: Simeon Widdis --- .../integrations/components/setup_integration.tsx | 13 ++++++++++++- 1 file changed, 12 insertions(+), 1 deletion(-) diff --git a/public/components/integrations/components/setup_integration.tsx b/public/components/integrations/components/setup_integration.tsx index 9608c38d2..e521e3b74 100644 --- a/public/components/integrations/components/setup_integration.tsx +++ b/public/components/integrations/components/setup_integration.tsx @@ -103,10 +103,21 @@ const makeTableName = (config: IntegrationSetupInputs): string => { }; const prepareQuery = (query: string, config: IntegrationSetupInputs): string => { + // To prevent checkpoint collisions, each query needs a unique checkpoint name, we use an enriched + // UUID to create subfolders under the given checkpoint location per-query. + const querySpecificUUID = crypto.randomUUID(); + let checkpointLocation = config.checkpointLocation.endsWith('/') + ? config.checkpointLocation + : config.checkpointLocation + '/'; + checkpointLocation += `${config.connectionDataSource}-${config.connectionTableName}-${querySpecificUUID}`; + let queryStr = query.replaceAll('{table_name}', makeTableName(config)); queryStr = queryStr.replaceAll('{s3_bucket_location}', config.connectionLocation); - queryStr = queryStr.replaceAll('{s3_checkpoint_location}', config.checkpointLocation); + queryStr = queryStr.replaceAll('{s3_checkpoint_location}', checkpointLocation); queryStr = queryStr.replaceAll('{object_name}', config.connectionTableName); + // TODO spark API only supports single-line queries, but directly replacing all whitespace leads + // to issues with single-line comments and quoted strings with more whitespace. A more robust + // implementation would remove comments before flattening and ignore strings. queryStr = queryStr.replaceAll(/\s+/g, ' '); return queryStr; }; From 947385f8cee89e0b7b0ceead017a838433df0e5d Mon Sep 17 00:00:00 2001 From: YANGDB Date: Fri, 26 Apr 2024 16:18:55 -0700 Subject: [PATCH 05/28] add saved queries to vpc flow (#1744) * add saved queries to vpc flow Signed-off-by: YANGDB * add skipping index creation Signed-off-by: YANGDB --------- Signed-off-by: YANGDB --- .../assets/create_skipping_index-1.0.0.sql | 16 ++++++++++ .../assets/example_queries-1.0.0.ndjson | 4 +++ .../aws_vpc_flow/aws_vpc_flow-1.0.0.json | 30 +++++++++++++------ 3 files changed, 41 insertions(+), 9 deletions(-) create mode 100644 server/adaptors/integrations/__data__/repository/aws_vpc_flow/assets/create_skipping_index-1.0.0.sql create mode 100644 server/adaptors/integrations/__data__/repository/aws_vpc_flow/assets/example_queries-1.0.0.ndjson diff --git a/server/adaptors/integrations/__data__/repository/aws_vpc_flow/assets/create_skipping_index-1.0.0.sql b/server/adaptors/integrations/__data__/repository/aws_vpc_flow/assets/create_skipping_index-1.0.0.sql new file mode 100644 index 000000000..977af0b95 --- /dev/null +++ b/server/adaptors/integrations/__data__/repository/aws_vpc_flow/assets/create_skipping_index-1.0.0.sql @@ -0,0 +1,16 @@ +CREATE SKIPPING INDEX ON {table_name} ( + accountid BLOOM_FILTER, + region VALUE_SET, + severity_id VALUE_SET, + src_endpoint.ip BLOOM_FILTER, + dst_endpoint.ip BLOOM_FILTER, + src_endpoint.svc_name VALUE_SET, + dst_endpoint.svc_name VALUE_SET, + request_processing_time MIN_MAX, + traffic.bytes MIN_MAX +) WITH ( + auto_refresh = true, + refresh_interval = '15 Minutes', + checkpoint_location = '{s3_checkpoint_location}', + watermark_delay = '1 Minute' +) diff --git a/server/adaptors/integrations/__data__/repository/aws_vpc_flow/assets/example_queries-1.0.0.ndjson b/server/adaptors/integrations/__data__/repository/aws_vpc_flow/assets/example_queries-1.0.0.ndjson new file mode 100644 index 000000000..7c27b42bb --- /dev/null +++ b/server/adaptors/integrations/__data__/repository/aws_vpc_flow/assets/example_queries-1.0.0.ndjson @@ -0,0 +1,4 @@ +{"attributes":{"createdTimeMs":1713289099101,"savedQuery":{"data_sources":"[{\"name\":\"mys3\",\"type\":\"s3glue\",\"label\":\"mys3\",\"value\":\"mys3\"}]","description":"","name":"agg_60_min_connections_view","query":"SELECT date_trunc('hour', from_unixtime(start_time / 1000)) AS interval_start_time, date_trunc('hour', from_unixtime(start_time / 1000)) + INTERVAL 1 HOUR AS interval_end_time, accountid as `aws.vpc.account-id`, region as `aws.vpc.region`, COUNT(*) AS total_connections, SUM(CAST(IFNULL(traffic.bytes, 0) AS LONG)) AS total_bytes, SUM(CAST(IFNULL(traffic.packets, 0) AS LONG)) AS total_packets FROM {table_name} GROUP BY date_trunc('hour', from_unixtime(start_time / 1000)), region, accountid\n","query_lang":"SQL","selected_date_range":{"end":"now","start":"now-15m","text":""},"selected_fields":{"text":"","tokens":[]},"selected_timestamp":{"name":"","type":"timestamp"}},"title":"Hourly count connections summary","version":1},"id":"1d07d010-fc18-11ee-99c9-43e5dbd0692c","references":[],"type":"observability-search","updated_at":"2024-04-16T17:52:30.414Z","version":"WzI3NTEsMV0="} +{"attributes":{"createdTimeMs":1713293044079,"savedQuery":{"data_sources":"[{\"name\":\"mys3\",\"type\":\"s3glue\",\"label\":\"mys3\",\"value\":\"mys3\"}]","description":"","name":"window_agg_60_min_network_ip_bytes","query":"WITH hourly_buckets AS ( SELECT date_trunc('hour', from_unixtime(start_time / 1000)) AS interval_start_time, CAST(IFNULL(dst_endpoint.ip, '0.0.0.0') AS STRING) AS dstaddr, SUM(CAST(IFNULL(traffic.bytes, 0) AS LONG)) AS total_bytes FROM {table_name} GROUP BY interval_start_time, dstaddr ), ranked_addresses AS ( SELECT CAST(interval_start_time AS TIMESTAMP), dstaddr, total_bytes, RANK() OVER (PARTITION BY interval_start_time ORDER BY total_bytes DESC) AS bytes_rank FROM hourly_buckets ) SELECT CAST(interval_start_time AS TIMESTAMP), dstaddr, total_bytes FROM ranked_addresses WHERE bytes_rank <= 50 ORDER BY interval_start_time ASC, bytes_rank ASC","query_lang":"SQL","selected_date_range":{"end":"now","start":"now-15m","text":""},"selected_fields":{"text":"","tokens":[]},"selected_timestamp":{"name":"","type":"timestamp"}},"title":"window hourly network ip bytes summary","version":1},"id":"4c6b8820-fc21-11ee-ab45-d3075d0510e6","references":[],"type":"observability-search","updated_at":"2024-04-16T18:44:47.956Z","version":"WzI4MzAsMV0="} +{"attributes":{"createdTimeMs":1713290175184,"savedQuery":{"data_sources":"[{\"name\":\"mys3\",\"type\":\"s3glue\",\"label\":\"mys3\",\"value\":\"mys3\"}]","description":"","name":"TopCommonErrorServicesQuery","query":"SELECT src_endpoint.svc_name AS source_service, dst_endpoint.svc_name AS destination_service, COUNT(*) AS error_count FROM {table_name} WHERE severity_id >= 4 GROUP BY src_endpoint.svc_name, dst_endpoint.svc_name ORDER BY error_count DESC LIMIT 10;\n","query_lang":"SQL","selected_date_range":{"end":"now","start":"now-15m","text":""},"selected_fields":{"text":"","tokens":[]},"selected_timestamp":{"name":"","type":"timestamp"}},"title":"Top 10 pairs of errored source / destination services","version":1},"id":"9e6a9b40-fc1a-11ee-99c9-43e5dbd0692c","references":[],"type":"observability-search","updated_at":"2024-04-16T17:56:15.220Z","version":"WzI3NTIsMV0="} +{"exportedCount":7,"missingRefCount":0,"missingReferences":[]} diff --git a/server/adaptors/integrations/__data__/repository/aws_vpc_flow/aws_vpc_flow-1.0.0.json b/server/adaptors/integrations/__data__/repository/aws_vpc_flow/aws_vpc_flow-1.0.0.json index 5862571ce..53eea4118 100644 --- a/server/adaptors/integrations/__data__/repository/aws_vpc_flow/aws_vpc_flow-1.0.0.json +++ b/server/adaptors/integrations/__data__/repository/aws_vpc_flow/aws_vpc_flow-1.0.0.json @@ -75,6 +75,27 @@ } ], "assets": [ + { + "name": "create_table_parquet_vpc", + "version": "1.0.0", + "extension": "sql", + "type": "query", + "workflows": ["flint-live-dashboards","flint-pre-agg-dashboards"] + }, + { + "name": "example_queries", + "version": "1.0.0", + "extension": "ndjson", + "type": "savedObjectBundle", + "workflows": ["queries"] + }, + { + "name": "create_skipping_index", + "version": "1.0.0", + "extension": "sql", + "type": "query", + "workflows": ["queries"] + }, { "name": "aws_vpc_flow", "version": "1.0.0", @@ -96,14 +117,6 @@ "type": "savedObjectBundle", "workflows": ["flint-pre-agg-dashboards"] }, - - { - "name": "create_table_parquet_vpc", - "version": "1.0.0", - "extension": "sql", - "type": "query", - "workflows": ["flint-live-dashboards","flint-pre-agg-dashboards"] - }, { "name": "vpc_live_all_mv", "version": "1.0.0", @@ -139,7 +152,6 @@ "type": "query", "workflows": ["flint-pre-agg-dashboards"] }, - { "name": "vpc_live_week_refresh", "version": "1.0.0", From 685aeaf2f4f2726b401e9181d3957110504eeb0e Mon Sep 17 00:00:00 2001 From: Simeon Widdis Date: Mon, 29 Apr 2024 11:50:40 -0700 Subject: [PATCH 06/28] Add skipping indices for all integrations that have sample queries (#1747) * Update avg threshold for cloudfront query Signed-off-by: Simeon Widdis * Add first draft skipping index for cloudfront integration Signed-off-by: Simeon Widdis * Add skipping index for nginx Signed-off-by: Simeon Widdis * Add skipping index for s3 Signed-off-by: Simeon Widdis * Add skipping index for elb Signed-off-by: Simeon Widdis * Update skipping indices to use bloom filters for client IDs Signed-off-by: Simeon Widdis * Add skipping index for apache Signed-off-by: Simeon Widdis --------- Signed-off-by: Simeon Widdis --- .../repository/apache/apache-1.0.0.json | 7 ++++++ .../assets/create_skipping_index-1.0.0.sql | 10 ++++++++ .../assets/create_skipping_index-1.0.0.sql | 10 ++++++++ .../assets/example_queries-1.0.0.ndjson | 2 +- .../aws_cloudfront/aws_cloudfront-1.0.0.json | 23 ++++++++++++------- .../assets/create_skipping_index-1.0.0.sql | 11 +++++++++ .../repository/aws_elb/aws_elb-1.0.0.json | 7 ++++++ .../assets/create_skipping_index-1.0.0.sql | 10 ++++++++ .../repository/aws_s3/aws_s3-1.0.0.json | 7 ++++++ .../assets/create_skipping_index-1.0.0.sql | 10 ++++++++ .../repository/nginx/nginx-1.0.0.json | 7 ++++++ 11 files changed, 95 insertions(+), 9 deletions(-) create mode 100644 server/adaptors/integrations/__data__/repository/apache/assets/create_skipping_index-1.0.0.sql create mode 100644 server/adaptors/integrations/__data__/repository/aws_cloudfront/assets/create_skipping_index-1.0.0.sql create mode 100644 server/adaptors/integrations/__data__/repository/aws_elb/assets/create_skipping_index-1.0.0.sql create mode 100644 server/adaptors/integrations/__data__/repository/aws_s3/assets/create_skipping_index-1.0.0.sql create mode 100644 server/adaptors/integrations/__data__/repository/nginx/assets/create_skipping_index-1.0.0.sql diff --git a/server/adaptors/integrations/__data__/repository/apache/apache-1.0.0.json b/server/adaptors/integrations/__data__/repository/apache/apache-1.0.0.json index 1e9d0c62d..93f62fc38 100644 --- a/server/adaptors/integrations/__data__/repository/apache/apache-1.0.0.json +++ b/server/adaptors/integrations/__data__/repository/apache/apache-1.0.0.json @@ -69,6 +69,13 @@ "extension": "sql", "type": "query" }, + { + "name": "create_skipping_index", + "version": "1.0.0", + "extension": "sql", + "type": "query", + "workflows": ["queries"] + }, { "name": "create_mv", "version": "1.0.0", diff --git a/server/adaptors/integrations/__data__/repository/apache/assets/create_skipping_index-1.0.0.sql b/server/adaptors/integrations/__data__/repository/apache/assets/create_skipping_index-1.0.0.sql new file mode 100644 index 000000000..60fda56fa --- /dev/null +++ b/server/adaptors/integrations/__data__/repository/apache/assets/create_skipping_index-1.0.0.sql @@ -0,0 +1,10 @@ +CREATE SKIPPING INDEX ON {table_name} ( + remote_addr BLOOM_FILTER, + `status` VALUE_SET, + body_bytes_sent MIN_MAX +) WITH ( + auto_refresh = true, + refresh_interval = '15 Minutes', + checkpoint_location = '{s3_checkpoint_location}', + watermark_delay = '1 Minute' +) diff --git a/server/adaptors/integrations/__data__/repository/aws_cloudfront/assets/create_skipping_index-1.0.0.sql b/server/adaptors/integrations/__data__/repository/aws_cloudfront/assets/create_skipping_index-1.0.0.sql new file mode 100644 index 000000000..6d7a13b27 --- /dev/null +++ b/server/adaptors/integrations/__data__/repository/aws_cloudfront/assets/create_skipping_index-1.0.0.sql @@ -0,0 +1,10 @@ +CREATE SKIPPING INDEX ON {table_name} ( + c_ip BLOOM_FILTER, + sc_status VALUE_SET, + time_to_first_byte MIN_MAX +) WITH ( + auto_refresh = true, + refresh_interval = '15 Minutes', + checkpoint_location = '{s3_checkpoint_location}', + watermark_delay = '1 Minute' +) diff --git a/server/adaptors/integrations/__data__/repository/aws_cloudfront/assets/example_queries-1.0.0.ndjson b/server/adaptors/integrations/__data__/repository/aws_cloudfront/assets/example_queries-1.0.0.ndjson index 91fc20255..8ed7ede7a 100644 --- a/server/adaptors/integrations/__data__/repository/aws_cloudfront/assets/example_queries-1.0.0.ndjson +++ b/server/adaptors/integrations/__data__/repository/aws_cloudfront/assets/example_queries-1.0.0.ndjson @@ -3,6 +3,6 @@ {"attributes":{"createdTimeMs":1713290175184,"savedQuery":{"data_sources":"[{\"name\":\"mys3\",\"type\":\"s3glue\",\"label\":\"mys3\",\"value\":\"mys3\"}]","description":"","name":"Number of Requests","query":"SELECT COUNT(*) AS request_count FROM {table_name};","query_lang":"SQL","selected_date_range":{"end":"now","start":"now-15m","text":""},"selected_fields":{"text":"","tokens":[]},"selected_timestamp":{"name":"","type":"timestamp"}},"title":"Number of Requests","version":1},"id":"9e6a9b40-fc1a-11ee-99c9-43e5dbd0692c","references":[],"type":"observability-search","updated_at":"2024-04-16T17:56:15.220Z","version":"WzI3NTIsMV0="} {"attributes":{"createdTimeMs":1713293161193,"savedQuery":{"data_sources":"[{\"name\":\"mys3\",\"type\":\"s3glue\",\"label\":\"mys3\",\"value\":\"mys3\"}]","description":"","name":"Total Bytes Served","query":"SELECT SUM(sc_bytes) AS total_bytes_served FROM {table_name};","query_lang":"SQL","selected_date_range":{"end":"now","start":"now-15m","text":""},"selected_fields":{"text":"","tokens":[]},"selected_timestamp":{"name":"","type":"timestamp"}},"title":"Total Bytes Served","version":1},"id":"92398eb0-fc21-11ee-ab45-d3075d0510e6","references":[],"type":"observability-search","updated_at":"2024-04-16T18:46:01.242Z","version":"WzI4MzEsMV0="} {"attributes":{"createdTimeMs":1713293269224,"savedQuery":{"data_sources":"[{\"name\":\"mys3\",\"type\":\"s3glue\",\"label\":\"mys3\",\"value\":\"mys3\"}]","description":"","name":"Average Time Taken","query":"SELECT AVG(time_taken) AS average_time_taken FROM {table_name};","query_lang":"SQL","selected_date_range":{"end":"now","start":"now-15m","text":""},"selected_fields":{"text":"","tokens":[]},"selected_timestamp":{"name":"","type":"timestamp"}},"title":"Average Time Taken","version":1},"id":"d2a038a0-fc21-11ee-ab45-d3075d0510e6","references":[],"type":"observability-search","updated_at":"2024-04-16T18:47:49.290Z","version":"WzI4MzIsMV0="} -{"attributes":{"createdTimeMs":1713293425335,"savedQuery":{"data_sources":"[{\"name\":\"mys3\",\"type\":\"s3glue\",\"label\":\"mys3\",\"value\":\"mys3\"}]","description":"","name":"Slow Requests from Average Time threshold","query":"WITH avg_time AS (SELECT AVG(time_to_first_byte) AS avg_time FROM {table_name}) SELECT * FROM {table_name} CROSS JOIN avg_time WHERE time_to_first_byte > 1 * avg_time LIMIT 10;","query_lang":"SQL","selected_date_range":{"end":"now","start":"now-15m","text":""},"selected_fields":{"text":"","tokens":[]},"selected_timestamp":{"name":"","type":"timestamp"}},"title":"Slow Requests from Average Time threshold","version":1},"id":"2fac4250-fc22-11ee-ab45-d3075d0510e6","references":[],"type":"observability-search","updated_at":"2024-04-16T18:59:34.785Z","version":"WzI4MzQsMV0="} +{"attributes":{"createdTimeMs":1713293425335,"savedQuery":{"data_sources":"[{\"name\":\"mys3\",\"type\":\"s3glue\",\"label\":\"mys3\",\"value\":\"mys3\"}]","description":"","name":"Slow Requests from Average Time threshold","query":"WITH avg_time AS (SELECT AVG(time_to_first_byte) AS avg_time FROM {table_name}) SELECT * FROM {table_name} CROSS JOIN avg_time WHERE time_to_first_byte > 2 * avg_time LIMIT 10;","query_lang":"SQL","selected_date_range":{"end":"now","start":"now-15m","text":""},"selected_fields":{"text":"","tokens":[]},"selected_timestamp":{"name":"","type":"timestamp"}},"title":"Slow Requests from Average Time threshold","version":1},"id":"2fac4250-fc22-11ee-ab45-d3075d0510e6","references":[],"type":"observability-search","updated_at":"2024-04-16T18:59:34.785Z","version":"WzI4MzQsMV0="} {"attributes":{"createdTimeMs":1713294061574,"savedQuery":{"data_sources":"[{\"name\":\"mys3\",\"type\":\"s3glue\",\"label\":\"mys3\",\"value\":\"mys3\"}]","description":"","name":"Requests by User Agent","query":"SELECT * FROM {table_name} WHERE cs_user_agent LIKE '%Chrome%' LIMIT 10;","query_lang":"SQL","selected_date_range":{"end":"now","start":"now-15m","text":""},"selected_fields":{"text":"","tokens":[]},"selected_timestamp":{"name":"","type":"timestamp"}},"title":"Requests by User Agent","version":1},"id":"aae73c80-fc23-11ee-ab45-d3075d0510e6","references":[],"type":"observability-search","updated_at":"2024-04-16T19:01:01.640Z","version":"WzI4MzUsMV0="} {"exportedCount":7,"missingRefCount":0,"missingReferences":[]} \ No newline at end of file diff --git a/server/adaptors/integrations/__data__/repository/aws_cloudfront/aws_cloudfront-1.0.0.json b/server/adaptors/integrations/__data__/repository/aws_cloudfront/aws_cloudfront-1.0.0.json index 6e206f7aa..fb0d4a808 100644 --- a/server/adaptors/integrations/__data__/repository/aws_cloudfront/aws_cloudfront-1.0.0.json +++ b/server/adaptors/integrations/__data__/repository/aws_cloudfront/aws_cloudfront-1.0.0.json @@ -54,17 +54,24 @@ ], "assets": [ { - "name": "aws_cloudfront", + "name": "create_table", "version": "1.0.0", - "extension": "ndjson", - "type": "savedObjectBundle", - "workflows": ["dashboards"] + "extension": "sql", + "type": "query" }, { - "name": "create_table", + "name": "create_skipping_index", "version": "1.0.0", "extension": "sql", - "type": "query" + "type": "query", + "workflows": ["queries"] + }, + { + "name": "example_queries", + "version": "1.0.0", + "extension": "ndjson", + "type": "savedObjectBundle", + "workflows": ["queries"] }, { "name": "create_mv", @@ -74,11 +81,11 @@ "workflows": ["dashboards"] }, { - "name": "example_queries", + "name": "aws_cloudfront", "version": "1.0.0", "extension": "ndjson", "type": "savedObjectBundle", - "workflows": ["queries"] + "workflows": ["dashboards"] } ], "sampleData": { diff --git a/server/adaptors/integrations/__data__/repository/aws_elb/assets/create_skipping_index-1.0.0.sql b/server/adaptors/integrations/__data__/repository/aws_elb/assets/create_skipping_index-1.0.0.sql new file mode 100644 index 000000000..8f84e7984 --- /dev/null +++ b/server/adaptors/integrations/__data__/repository/aws_elb/assets/create_skipping_index-1.0.0.sql @@ -0,0 +1,11 @@ +CREATE SKIPPING INDEX ON {table_name} ( + client_ip BLOOM_FILTER, + elb_status_code VALUE_SET, + request_processing_time MIN_MAX, + sent_bytes MIN_MAX +) WITH ( + auto_refresh = true, + refresh_interval = '15 Minutes', + checkpoint_location = '{s3_checkpoint_location}', + watermark_delay = '1 Minute' +) diff --git a/server/adaptors/integrations/__data__/repository/aws_elb/aws_elb-1.0.0.json b/server/adaptors/integrations/__data__/repository/aws_elb/aws_elb-1.0.0.json index a62242b5b..be3b7322c 100644 --- a/server/adaptors/integrations/__data__/repository/aws_elb/aws_elb-1.0.0.json +++ b/server/adaptors/integrations/__data__/repository/aws_elb/aws_elb-1.0.0.json @@ -74,6 +74,13 @@ "extension": "sql", "type": "query" }, + { + "name": "create_skipping_index", + "version": "1.0.0", + "extension": "sql", + "type": "query", + "workflows": ["queries"] + }, { "name": "create_mv", "version": "1.0.0", diff --git a/server/adaptors/integrations/__data__/repository/aws_s3/assets/create_skipping_index-1.0.0.sql b/server/adaptors/integrations/__data__/repository/aws_s3/assets/create_skipping_index-1.0.0.sql new file mode 100644 index 000000000..afdf2d407 --- /dev/null +++ b/server/adaptors/integrations/__data__/repository/aws_s3/assets/create_skipping_index-1.0.0.sql @@ -0,0 +1,10 @@ +CREATE SKIPPING INDEX ON {table_name} ( + requester BLOOM_FILTER, + http_status VALUE_SET, + request_time MIN_MAX +) WITH ( + auto_refresh = true, + refresh_interval = '15 Minutes', + checkpoint_location = '{s3_checkpoint_location}', + watermark_delay = '1 Minute' +) diff --git a/server/adaptors/integrations/__data__/repository/aws_s3/aws_s3-1.0.0.json b/server/adaptors/integrations/__data__/repository/aws_s3/aws_s3-1.0.0.json index df67dd628..d1d8c1307 100644 --- a/server/adaptors/integrations/__data__/repository/aws_s3/aws_s3-1.0.0.json +++ b/server/adaptors/integrations/__data__/repository/aws_s3/aws_s3-1.0.0.json @@ -69,6 +69,13 @@ "extension": "sql", "type": "query" }, + { + "name": "create_skipping_index", + "version": "1.0.0", + "extension": "sql", + "type": "query", + "workflows": ["queries"] + }, { "name": "create_mv", "version": "1.0.0", diff --git a/server/adaptors/integrations/__data__/repository/nginx/assets/create_skipping_index-1.0.0.sql b/server/adaptors/integrations/__data__/repository/nginx/assets/create_skipping_index-1.0.0.sql new file mode 100644 index 000000000..60fda56fa --- /dev/null +++ b/server/adaptors/integrations/__data__/repository/nginx/assets/create_skipping_index-1.0.0.sql @@ -0,0 +1,10 @@ +CREATE SKIPPING INDEX ON {table_name} ( + remote_addr BLOOM_FILTER, + `status` VALUE_SET, + body_bytes_sent MIN_MAX +) WITH ( + auto_refresh = true, + refresh_interval = '15 Minutes', + checkpoint_location = '{s3_checkpoint_location}', + watermark_delay = '1 Minute' +) diff --git a/server/adaptors/integrations/__data__/repository/nginx/nginx-1.0.0.json b/server/adaptors/integrations/__data__/repository/nginx/nginx-1.0.0.json index 9b0958503..f59e4c562 100644 --- a/server/adaptors/integrations/__data__/repository/nginx/nginx-1.0.0.json +++ b/server/adaptors/integrations/__data__/repository/nginx/nginx-1.0.0.json @@ -66,6 +66,13 @@ "extension": "sql", "type": "query" }, + { + "name": "create_skipping_index", + "version": "1.0.0", + "extension": "sql", + "type": "query", + "workflows": ["queries"] + }, { "name": "create_mv", "version": "1.0.0", From 57ae4e30b1498c93410182f30593d51b385d3663 Mon Sep 17 00:00:00 2001 From: YANGDB Date: Mon, 29 Apr 2024 14:01:18 -0700 Subject: [PATCH 07/28] Cloud trails saved queries integration (#1737) * add cloud trails saved queries asset Signed-off-by: YANGDB * add cloud trails saved queries asset Signed-off-by: YANGDB * add skipping index creation Signed-off-by: YANGDB --------- Signed-off-by: YANGDB --- .../assets/create_skipping_index-1.0.0.sql | 16 ++++++++++++++++ .../assets/example_queries-1.0.0.ndjson | 5 +++++ .../aws_cloudtrail/aws_cloudtrail-1.0.0.json | 14 ++++++++++++++ 3 files changed, 35 insertions(+) create mode 100644 server/adaptors/integrations/__data__/repository/aws_cloudtrail/assets/create_skipping_index-1.0.0.sql create mode 100644 server/adaptors/integrations/__data__/repository/aws_cloudtrail/assets/example_queries-1.0.0.ndjson diff --git a/server/adaptors/integrations/__data__/repository/aws_cloudtrail/assets/create_skipping_index-1.0.0.sql b/server/adaptors/integrations/__data__/repository/aws_cloudtrail/assets/create_skipping_index-1.0.0.sql new file mode 100644 index 000000000..8345bc489 --- /dev/null +++ b/server/adaptors/integrations/__data__/repository/aws_cloudtrail/assets/create_skipping_index-1.0.0.sql @@ -0,0 +1,16 @@ +CREATE SKIPPING INDEX ON {table_name} ( + rec.userIdentity.principalId BLOOM_FILTER, + rec.userIdentity.accountId BLOOM_FILTER, + rec.userIdentity.userName BLOOM_FILTER, + rec.sourceIPAddress BLOOM_FILTER, + rec.eventId BLOOM_FILTER, + rec.userIdentity.type VALUE_SET, + rec.eventName VALUE_SET, + rec.eventType VALUE_SET, + rec.awsRegion VALUE_SET +) WITH ( + auto_refresh = true, + refresh_interval = '15 Minutes', + checkpoint_location = '{s3_checkpoint_location}', + watermark_delay = '1 Minute' +) diff --git a/server/adaptors/integrations/__data__/repository/aws_cloudtrail/assets/example_queries-1.0.0.ndjson b/server/adaptors/integrations/__data__/repository/aws_cloudtrail/assets/example_queries-1.0.0.ndjson new file mode 100644 index 000000000..d580b8193 --- /dev/null +++ b/server/adaptors/integrations/__data__/repository/aws_cloudtrail/assets/example_queries-1.0.0.ndjson @@ -0,0 +1,5 @@ +{"attributes":{"createdTimeMs":1713289099101,"savedQuery":{"data_sources":"[{\"name\":\"mys3\",\"type\":\"s3glue\",\"label\":\"mys3\",\"value\":\"mys3\"}]","description":"","name":"CloudTrail_Error_and_No_MFA_Events","query":"SELECT rec.userIdentity.type, rec.userIdentity.principalId, rec.userIdentity.accountId, rec.userIdentity.userName, rec.eventName, rec.eventType, rec.eventId, rec.awsRegion, rec.sourceIPAddress, rec.errorCode, rec.errorMessage, CAST(rec.eventTime AS TIMESTAMP) AS event_timestamp FROM {table_name} LATERAL VIEW explode(Records) myTable AS rec WHERE rec.errorCode IS NOT NULL AND rec.userIdentity.sessionContext.attributes.mfaAuthenticated = 'false' ORDER BY event_timestamp DESC LIMIT 10;","query_lang":"SQL","selected_date_range":{"end":"now","start":"now-15m","text":""},"selected_fields":{"text":"","tokens":[]},"selected_timestamp":{"name":"","type":"timestamp"}},"title":"CloudTrail Error & No MFA Events","version":1},"id":"1d07d010-fc18-11ee-99c9-43e5dbd0692c","references":[],"type":"observability-search","updated_at":"2024-04-16T17:52:30.414Z","version":"WzI3NTEsMV0="} +{"attributes":{"createdTimeMs":1713293044079,"savedQuery":{"data_sources":"[{\"name\":\"mys3\",\"type\":\"s3glue\",\"label\":\"mys3\",\"value\":\"mys3\"}]","description":"","name":"Recent_Security_Risk_Events","query":"SELECT rec.userIdentity.userName, rec.eventName, rec.awsRegion, rec.sourceIPAddress, CAST(rec.eventTime AS TIMESTAMP) AS event_timestamp FROM {table_name} LATERAL VIEW explode(Records) myTable AS rec WHERE rec.sourceIPAddress NOT LIKE '192.168.%.%' ORDER BY event_timestamp DESC LIMIT 50;\n","query_lang":"SQL","selected_date_range":{"end":"now","start":"now-15m","text":""},"selected_fields":{"text":"","tokens":[]},"selected_timestamp":{"name":"","type":"timestamp"}},"title":"Recent Security Risk Events","version":1},"id":"4c6b8820-fc21-11ee-ab45-d3075d0510e6","references":[],"type":"observability-search","updated_at":"2024-04-16T18:44:47.956Z","version":"WzI4MzAsMV0="} +{"attributes":{"createdTimeMs":1713290175184,"savedQuery":{"data_sources":"[{\"name\":\"mys3\",\"type\":\"s3glue\",\"label\":\"mys3\",\"value\":\"mys3\"}]","description":"","name":"Number_recent_Security_issues","query":"SELECT rec.userIdentity.userName, rec.eventName, rec.awsRegion, rec.sourceIPAddress, rec.errorCode, CAST(rec.eventTime AS TIMESTAMP) AS event_timestamp FROM {table_name} LATERAL VIEW explode(Records) myTable AS rec WHERE rec.errorCode IS NOT NULL AND rec.userIdentity.sessionContext.attributes.mfaAuthenticated = 'false' ORDER BY event_timestamp DESC LIMIT 5;","query_lang":"SQL","selected_date_range":{"end":"now","start":"now-15m","text":""},"selected_fields":{"text":"","tokens":[]},"selected_timestamp":{"name":"","type":"timestamp"}},"title":"Number of recent Security issues","version":1},"id":"9e6a9b40-fc1a-11ee-99c9-43e5dbd0692c","references":[],"type":"observability-search","updated_at":"2024-04-16T17:56:15.220Z","version":"WzI3NTIsMV0="} +{"attributes":{"createdTimeMs":1713290175184,"savedQuery":{"data_sources":"[{\"name\":\"mys3\",\"type\":\"s3glue\",\"label\":\"mys3\",\"value\":\"mys3\"}]","description":"","name":"Critical_Resource_Access_Events","query":"SELECT rec.userIdentity.userName, rec.eventName, rec.awsRegion, rec.sourceIPAddress, rec.resources, CAST(rec.eventTime AS TIMESTAMP) AS event_timestamp FROM {table_name} LATERAL VIEW explode(Records) myTable AS rec WHERE (rec.eventName LIKE '%Modify%' OR rec.eventName LIKE '%Delete%' OR rec.eventName LIKE '%Put%' OR rec.eventName LIKE '%Post%') ORDER BY event_timestamp DESC LIMIT 10;\n","query_lang":"SQL","selected_date_range":{"end":"now","start":"now-15m","text":""},"selected_fields":{"text":"","tokens":[]},"selected_timestamp":{"name":"","type":"timestamp"}},"title":"Critical Resource Access Events","version":1},"id":"9e6a9b40-fc1a-11ee-99c9-43e5dbd0692c","references":[],"type":"observability-search","updated_at":"2024-04-16T17:56:15.220Z","version":"WzI3NTIsMV0="} +{"exportedCount":7,"missingRefCount":0,"missingReferences":[]} diff --git a/server/adaptors/integrations/__data__/repository/aws_cloudtrail/aws_cloudtrail-1.0.0.json b/server/adaptors/integrations/__data__/repository/aws_cloudtrail/aws_cloudtrail-1.0.0.json index 98a19ea97..4eb06e16c 100644 --- a/server/adaptors/integrations/__data__/repository/aws_cloudtrail/aws_cloudtrail-1.0.0.json +++ b/server/adaptors/integrations/__data__/repository/aws_cloudtrail/aws_cloudtrail-1.0.0.json @@ -73,6 +73,20 @@ "type": "savedObjectBundle", "workflows": ["dashboards-flint"] }, + { + "name": "create_skipping_index", + "version": "1.0.0", + "extension": "sql", + "type": "query", + "workflows": ["queries"] + }, + { + "name": "example_queries", + "version": "1.0.0", + "extension": "ndjson", + "type": "savedObjectBundle", + "workflows": ["queries"] + }, { "name": "create_table_cloud-trail", "version": "1.0.0", From afc8f4a8a84d120bc1804e6cccec604ec70f188c Mon Sep 17 00:00:00 2001 From: Jialiang Liang Date: Mon, 29 Apr 2024 16:03:27 -0700 Subject: [PATCH 08/28] [Integrations] Add skipping index and saved queries for WAF integration (#1750) * Add skipping index and saved queries for WAF integration Signed-off-by: Ryan Liang * fixes Signed-off-by: Ryan Liang * change the timestamp to min_max Signed-off-by: Ryan Liang * add http source id with bloom filter Signed-off-by: Ryan Liang --------- Signed-off-by: Ryan Liang --- .../aws_waf/assets/create_skipping_index-1.0.0.sql | 13 +++++++++++++ .../aws_waf/assets/example_queries-1.0.0.ndjson | 3 +++ .../__data__/repository/aws_waf/aws_waf-1.0.0.json | 14 ++++++++++++++ 3 files changed, 30 insertions(+) create mode 100644 server/adaptors/integrations/__data__/repository/aws_waf/assets/create_skipping_index-1.0.0.sql create mode 100644 server/adaptors/integrations/__data__/repository/aws_waf/assets/example_queries-1.0.0.ndjson diff --git a/server/adaptors/integrations/__data__/repository/aws_waf/assets/create_skipping_index-1.0.0.sql b/server/adaptors/integrations/__data__/repository/aws_waf/assets/create_skipping_index-1.0.0.sql new file mode 100644 index 000000000..dd7b84fae --- /dev/null +++ b/server/adaptors/integrations/__data__/repository/aws_waf/assets/create_skipping_index-1.0.0.sql @@ -0,0 +1,13 @@ +CREATE SKIPPING INDEX ON {table_name} ( + `timestamp` MIN_MAX, + `webaclId` VALUE_SET, + `httpRequest` VALUE_SET, + `action` VALUE_SET, + `terminatingRuleType` VALUE_SET, + `httpSourceId` BLOOM_FILTER +) WITH ( + auto_refresh = true, + refresh_interval = '15 Minutes', + checkpoint_location = '{s3_checkpoint_location}', + watermark_delay = '1 Minute' +) diff --git a/server/adaptors/integrations/__data__/repository/aws_waf/assets/example_queries-1.0.0.ndjson b/server/adaptors/integrations/__data__/repository/aws_waf/assets/example_queries-1.0.0.ndjson new file mode 100644 index 000000000..9cab495ca --- /dev/null +++ b/server/adaptors/integrations/__data__/repository/aws_waf/assets/example_queries-1.0.0.ndjson @@ -0,0 +1,3 @@ +{"attributes":{"createdTimeMs":1713289099101,"savedQuery":{"data_sources":"[{\"name\":\"mys3\",\"type\":\"s3glue\",\"label\":\"mys3\",\"value\":\"mys3\"}]","description":"","name":"Allowed Web Access Logs","query":"SELECT `timestamp` as event_timestamp, `webaclId`, `action`, `httpSourceName`, `httpRequest`.clientIp, `httpRequest`.country, `httpRequest`.uri, `httpRequest`.httpMethod, `httpRequest`.requestId FROM {table_name} WHERE `action` = 'ALLOW' ORDER BY event_timestamp DESC LIMIT 10;","query_lang":"SQL","selected_date_range":{"end":"now","start":"now-15m","text":""},"selected_fields":{"text":"","tokens":[]},"selected_timestamp":{"name":"","type":"timestamp"}},"title":"Allowed Web Access Logs","version":1},"id":"1d07d010-fc18-11ee-99c9-43e5dbd0692c","references":[],"type":"observability-search","updated_at":"2024-04-16T17:52:30.414Z","version":"WzI3NTEsMV0="} +{"attributes":{"createdTimeMs":1713293269224,"savedQuery":{"data_sources":"[{\"name\":\"mys3\",\"type\":\"s3glue\",\"label\":\"mys3\",\"value\":\"mys3\"}]","description":"","name":"Regular TerminatingRule WebACLs Limited","query":"SELECT `webaclId` FROM {table_name} WHERE `terminatingRuleType` = 'REGULAR' LIMIT 10;","query_lang":"SQL","selected_date_range":{"end":"now","start":"now-15m","text":""},"selected_fields":{"text":"","tokens":[]},"selected_timestamp":{"name":"","type":"timestamp"}},"title":"Regular TerminatingRule WebACLs Limited","version":1},"id":"d2a038a0-fc21-11ee-ab45-d3075d0510e6","references":[],"type":"observability-search","updated_at":"2024-04-16T18:47:49.290Z","version":"WzI4MzIsMV0="} +{"attributes":{"createdTimeMs":1713294061574,"savedQuery":{"data_sources":"[{\"name\":\"mys3\",\"type\":\"s3glue\",\"label\":\"mys3\",\"value\":\"mys3\"}]","description":"","name":"Allowed Actions WebACLs","query":"SELECT `webaclId`, `action` FROM {table_name} WHERE `action` = 'ALLOW' LIMIT 10;","query_lang":"SQL","selected_date_range":{"end":"now","start":"now-15m","text":""},"selected_fields":{"text":"","tokens":[]},"selected_timestamp":{"name":"","type":"timestamp"}},"title":"Allowed Actions WebACLs","version":1},"id":"aae73c80-fc23-11ee-ab45-d3075d0510e6","references":[],"type":"observability-search","updated_at":"2024-04-16T19:01:01.640Z","version":"WzI4MzUsMV0="} diff --git a/server/adaptors/integrations/__data__/repository/aws_waf/aws_waf-1.0.0.json b/server/adaptors/integrations/__data__/repository/aws_waf/aws_waf-1.0.0.json index e12b9233b..f6f6eb6f6 100644 --- a/server/adaptors/integrations/__data__/repository/aws_waf/aws_waf-1.0.0.json +++ b/server/adaptors/integrations/__data__/repository/aws_waf/aws_waf-1.0.0.json @@ -73,6 +73,20 @@ "type": "query", "workflows": ["dashboards"] + }, + { + "name": "create_skipping_index", + "version": "1.0.0", + "extension": "sql", + "type": "query", + "workflows": ["queries"] + }, + { + "name": "example_queries", + "version": "1.0.0", + "extension": "ndjson", + "type": "savedObjectBundle", + "workflows": ["queries"] } ], "sampleData": { From 914d6f2cdfe44251a840b6f1b9f6580e95a87c22 Mon Sep 17 00:00:00 2001 From: Jialiang Liang Date: Mon, 29 Apr 2024 16:20:54 -0700 Subject: [PATCH 09/28] [Bug fix] Add conditional rendering for data connection page's tabs (#1667) * Add conditional rendering for data connection page for tabs Signed-off-by: Ryan Liang * Add tests for conditional rendering of data connection tabs Signed-off-by: Ryan Liang * Reverse the if check for datasource for s3glue Signed-off-by: Ryan Liang --------- Signed-off-by: Ryan Liang --- .../data_connection.test.tsx.snap | 127 ++++++------------ .../__tests__/data_connection.test.tsx | 42 +++++- .../components/manage/data_connection.tsx | 81 ++++++----- 3 files changed, 128 insertions(+), 122 deletions(-) diff --git a/public/components/datasources/components/__tests__/__snapshots__/data_connection.test.tsx.snap b/public/components/datasources/components/__tests__/__snapshots__/data_connection.test.tsx.snap index a0cc385e5..6a56e9ac8 100644 --- a/public/components/datasources/components/__tests__/__snapshots__/data_connection.test.tsx.snap +++ b/public/components/datasources/components/__tests__/__snapshots__/data_connection.test.tsx.snap @@ -359,8 +359,8 @@ exports[`Data Connection Page test Renders S3 data connection page with data 1`] >
@@ -446,9 +446,18 @@ exports[`Data Connection Page test Renders S3 data connection page with data 1`] - Accelerations recommended for tables. Setup acceleration or configure integrations + Configurations may be managed elsewhere.
+
+
+ Access to data may be managed in other systems outside of OpenSearch. Check with your administrator for additional configurations. +
+
- Associated objects + Access control - Manage objects associated with this data sources. -
-
-
-
-
-
- Last updated at: -
-
-
-
-
-
- 1/1/2024, 12:00:00 AM -
-
+ Control which OpenSearch users have access to this data source.
-
-
- @@ -558,31 +506,38 @@ exports[`Data Connection Page test Renders S3 data connection page with data 1`] class="euiHorizontalRule euiHorizontalRule--full euiHorizontalRule--marginLarge" />
-
-
-

- Loading - databases -

+
+
+ Query access +
+
+ Admin only +
+
- +
+
{ }); expect(container).toMatchSnapshot(); }); + + it('Does not render Associated Objects, Accelerations, and Installed Integrations tabs for Prometheus data source', async () => { + CatalogCacheManager.saveDataSourceCache(mockDataSourceCacheData); + CatalogCacheManager.saveAccelerationsCache(mockAccelerationCacheData); + + (coreRefs.http!.get as jest.Mock).mockResolvedValue(describePrometheusDataConnection); + + const { container, queryByText } = render(); + + await waitFor(() => { + expect(queryByText('Associated Objects')).not.toBeInTheDocument(); + expect(queryByText('Accelerations')).not.toBeInTheDocument(); + expect(queryByText('Installed Integrations')).not.toBeInTheDocument(); + + const accessControlTabs = Array.from(container.querySelectorAll('.euiTab__content')).filter( + (el) => el.textContent === 'Access control' + ); + expect(accessControlTabs.length).toBeGreaterThan(0); + }); + }); + + it('Renders all tabs for S3Glue data source', async () => { + CatalogCacheManager.saveDataSourceCache(mockDataSourceCacheData); + CatalogCacheManager.saveAccelerationsCache(mockAccelerationCacheData); + + (coreRefs.http!.get as jest.Mock).mockResolvedValue(describeS3Dataconnection); + + const { container, getByText } = render(); + + await waitFor(() => { + expect(getByText('Associated Objects')).toBeInTheDocument(); + expect(getByText('Accelerations')).toBeInTheDocument(); + expect(getByText('Installed Integrations')).toBeInTheDocument(); + + const accessControlTabs = Array.from(container.querySelectorAll('.euiTab__content')).filter( + (el) => el.textContent === 'Access control' + ); + expect(accessControlTabs.length).toBeGreaterThan(0); + }); + }); }); diff --git a/public/components/datasources/components/manage/data_connection.tsx b/public/components/datasources/components/manage/data_connection.tsx index a57c58840..1a6728412 100644 --- a/public/components/datasources/components/manage/data_connection.tsx +++ b/public/components/datasources/components/manage/data_connection.tsx @@ -209,41 +209,7 @@ export const DataConnection = (props: { dataSource: string }) => { // eslint-disable-next-line react-hooks/exhaustive-deps }, [chrome, http]); - const tabs = [ - { - id: 'associated_objects', - name: 'Associated Objects', - disabled: false, - content: ( - - ), - }, - { - id: 'acceleration_table', - name: 'Accelerations', - disabled: false, - content: ( - - ), - }, - { - id: 'installed_integrations', - name: 'Installed Integrations', - disabled: false, - content: ( - - ), - }, + const genericTabs = [ { id: 'access_control', name: 'Access control', @@ -260,6 +226,51 @@ export const DataConnection = (props: { dataSource: string }) => { }, ]; + const conditionalTabs = + datasourceDetails.connector === 'S3GLUE' + ? [ + { + id: 'associated_objects', + name: 'Associated Objects', + disabled: false, + content: ( + + ), + }, + { + id: 'acceleration_table', + name: 'Accelerations', + disabled: false, + content: ( + + ), + }, + { + id: 'installed_integrations', + name: 'Installed Integrations', + disabled: false, + content: ( + + ), + }, + ] + : []; + + const tabs = [...conditionalTabs, ...genericTabs]; + const QueryOrAccelerateData = () => { switch (datasourceDetails.connector) { case 'S3GLUE': From 6a230ba38a0e6882568d5c8f63b4b56ecb0a62f8 Mon Sep 17 00:00:00 2001 From: YANGDB Date: Tue, 30 Apr 2024 11:27:20 -0700 Subject: [PATCH 10/28] fix issue https://github.com/opensearch-project/dashboards-observability/issues/1665 (#1757) Signed-off-by: YANGDB --- .../components/custom_panels/helpers/utils.tsx | 17 +++++++++++++---- 1 file changed, 13 insertions(+), 4 deletions(-) diff --git a/public/components/custom_panels/helpers/utils.tsx b/public/components/custom_panels/helpers/utils.tsx index cbb188514..a753ca7a9 100644 --- a/public/components/custom_panels/helpers/utils.tsx +++ b/public/components/custom_panels/helpers/utils.tsx @@ -704,16 +704,25 @@ export const constructOtelMetricsMetaData = () => { }; }; +export const parseMetadataUserConfig = ( + userConfigs?: string | SavedObjectAttributes +): SavedObjectAttributes => { + if (userConfigs === undefined || userConfigs === '') { + return {}; + } else if (typeof userConfigs === 'string') { + return JSON.parse(userConfigs); + } else { + return userConfigs; + } +}; + // Renders visualization in the vizualization container component export const displayVisualization = (metaData: any, data: any, type: string) => { if (metaData === undefined || isEmpty(metaData)) { return <>; } - if (metaData.userConfigs !== undefined && metaData.userConfigs !== '') { - metaData.userConfigs = JSON.parse(metaData.userConfigs); - } - + metaData.userConfigs = parseMetadataUserConfig(metaData.userConfigs); const dataConfig = { ...(metaData.userConfigs?.dataConfig || {}) }; const hasBreakdowns = !_.isEmpty(dataConfig.breakdowns); const realTimeParsedStats = { From 9aee128ab23e5f4c52c3ab8f10457af3a1b42d27 Mon Sep 17 00:00:00 2001 From: YANGDB Date: Tue, 30 Apr 2024 11:50:51 -0700 Subject: [PATCH 11/28] Otel services observability integration (#1729) * observability services dashboard integration Signed-off-by: YANGDB * update integration name in metadata file Signed-off-by: YANGDB * update names schema folder Signed-off-by: YANGDB * update names schema folder Signed-off-by: YANGDB * update dashboard's IDs & map component Signed-off-by: YANGDB * update dashboard's IDs & map component Signed-off-by: YANGDB * fix mapping mistype error Signed-off-by: YANGDB --------- Signed-off-by: YANGDB --- ...amp-network-metrics-dashboard-1.0.0.ndjson | 20 + .../otel-apm-network-services-1.0.0.ndjson | 17 + ...otel-ingestion-rate-dashboard-1.0.0.ndjson | 11 + .../otel-services-dashboard-1.0.0.ndjson | 11 + ...otel-single-service-dashboard-1.0.0.ndjson | 9 + .../otel-services/data/logs-samples.json | 126 ++ .../otel-services/data/metrics-samples.json | 1172 +++++++++++++++++ .../otel-services/data/services-samples.json | 42 + .../otel-services/data/traces-samples.json | 637 +++++++++ .../otel-services/info/DemoLandingPage.md | 64 + .../info/OTEL Demo Architecture.md | 42 + .../info/Observability Introduction.md | 160 +++ .../repository/otel-services/info/README.md | 54 + .../otel-services/info/img/DemoFlow.png | Bin 0 -> 77310 bytes .../otel-services/info/img/DemoServices.png | Bin 0 -> 166765 bytes .../otel-services/info/img/logs-otel-pipe.png | Bin 0 -> 53789 bytes .../info/img/metrics-otel-pipe.png | Bin 0 -> 115632 bytes .../info/img/traces-otel-pipe.png | Bin 0 -> 105057 bytes .../otel-services/info/integrations.png | Bin 0 -> 449735 bytes .../otel-services/info/notebook.json | 0 .../otel-services/info/services.png | Bin 0 -> 133768 bytes .../otel-services/otel-services-1.0.0.json | 111 ++ .../schemas/logs-1.0.0.mapping.json | 206 +++ .../schemas/metrics-1.0.0.mapping.json | 297 +++++ .../schemas/services-1.0.0.mapping.json | 91 ++ .../schemas/traces-1.0.0.mapping.json | 200 +++ .../otel-services/static/dashboard1.png | Bin 0 -> 502667 bytes .../otel-services/static/dashboard2.png | Bin 0 -> 479790 bytes .../otel-services/static/dashboard3.png | Bin 0 -> 313495 bytes .../otel-services/static/dashboard4.png | Bin 0 -> 549874 bytes .../otel-services/static/dashboard5.png | Bin 0 -> 718010 bytes .../repository/otel-services/static/logo.png | Bin 0 -> 37516 bytes 32 files changed, 3270 insertions(+) create mode 100644 server/adaptors/integrations/__data__/repository/otel-services/assets/otel-amp-network-metrics-dashboard-1.0.0.ndjson create mode 100644 server/adaptors/integrations/__data__/repository/otel-services/assets/otel-apm-network-services-1.0.0.ndjson create mode 100644 server/adaptors/integrations/__data__/repository/otel-services/assets/otel-ingestion-rate-dashboard-1.0.0.ndjson create mode 100644 server/adaptors/integrations/__data__/repository/otel-services/assets/otel-services-dashboard-1.0.0.ndjson create mode 100644 server/adaptors/integrations/__data__/repository/otel-services/assets/otel-single-service-dashboard-1.0.0.ndjson create mode 100644 server/adaptors/integrations/__data__/repository/otel-services/data/logs-samples.json create mode 100644 server/adaptors/integrations/__data__/repository/otel-services/data/metrics-samples.json create mode 100644 server/adaptors/integrations/__data__/repository/otel-services/data/services-samples.json create mode 100644 server/adaptors/integrations/__data__/repository/otel-services/data/traces-samples.json create mode 100644 server/adaptors/integrations/__data__/repository/otel-services/info/DemoLandingPage.md create mode 100644 server/adaptors/integrations/__data__/repository/otel-services/info/OTEL Demo Architecture.md create mode 100644 server/adaptors/integrations/__data__/repository/otel-services/info/Observability Introduction.md create mode 100644 server/adaptors/integrations/__data__/repository/otel-services/info/README.md create mode 100644 server/adaptors/integrations/__data__/repository/otel-services/info/img/DemoFlow.png create mode 100644 server/adaptors/integrations/__data__/repository/otel-services/info/img/DemoServices.png create mode 100644 server/adaptors/integrations/__data__/repository/otel-services/info/img/logs-otel-pipe.png create mode 100644 server/adaptors/integrations/__data__/repository/otel-services/info/img/metrics-otel-pipe.png create mode 100644 server/adaptors/integrations/__data__/repository/otel-services/info/img/traces-otel-pipe.png create mode 100644 server/adaptors/integrations/__data__/repository/otel-services/info/integrations.png create mode 100644 server/adaptors/integrations/__data__/repository/otel-services/info/notebook.json create mode 100644 server/adaptors/integrations/__data__/repository/otel-services/info/services.png create mode 100644 server/adaptors/integrations/__data__/repository/otel-services/otel-services-1.0.0.json create mode 100644 server/adaptors/integrations/__data__/repository/otel-services/schemas/logs-1.0.0.mapping.json create mode 100644 server/adaptors/integrations/__data__/repository/otel-services/schemas/metrics-1.0.0.mapping.json create mode 100644 server/adaptors/integrations/__data__/repository/otel-services/schemas/services-1.0.0.mapping.json create mode 100644 server/adaptors/integrations/__data__/repository/otel-services/schemas/traces-1.0.0.mapping.json create mode 100644 server/adaptors/integrations/__data__/repository/otel-services/static/dashboard1.png create mode 100644 server/adaptors/integrations/__data__/repository/otel-services/static/dashboard2.png create mode 100644 server/adaptors/integrations/__data__/repository/otel-services/static/dashboard3.png create mode 100644 server/adaptors/integrations/__data__/repository/otel-services/static/dashboard4.png create mode 100644 server/adaptors/integrations/__data__/repository/otel-services/static/dashboard5.png create mode 100644 server/adaptors/integrations/__data__/repository/otel-services/static/logo.png diff --git a/server/adaptors/integrations/__data__/repository/otel-services/assets/otel-amp-network-metrics-dashboard-1.0.0.ndjson b/server/adaptors/integrations/__data__/repository/otel-services/assets/otel-amp-network-metrics-dashboard-1.0.0.ndjson new file mode 100644 index 000000000..9c808120a --- /dev/null +++ b/server/adaptors/integrations/__data__/repository/otel-services/assets/otel-amp-network-metrics-dashboard-1.0.0.ndjson @@ -0,0 +1,20 @@ 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\\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-01-26T00:00:00\\\",\\n \\\"precipitation\\\": 4.8,\\n \\\"temp_max\\\": 8.9,\\n \\\"temp_min\\\": 1.1,\\n \\\"wind\\\": 4.8,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-01-27T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 6.7,\\n \\\"temp_min\\\": -2.2,\\n \\\"wind\\\": 1.4,\\n \\\"weather\\\": \\\"drizzle\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-01-28T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 6.7,\\n \\\"temp_min\\\": 0.6,\\n \\\"wind\\\": 2.2,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-01-29T00:00:00\\\",\\n \\\"precipitation\\\": 27.7,\\n \\\"temp_max\\\": 9.4,\\n \\\"temp_min\\\": 3.9,\\n \\\"wind\\\": 4.5,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-01-30T00:00:00\\\",\\n \\\"precipitation\\\": 3.6,\\n \\\"temp_max\\\": 8.3,\\n \\\"temp_min\\\": 6.1,\\n \\\"wind\\\": 5.1,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-01-31T00:00:00\\\",\\n \\\"precipitation\\\": 1.8,\\n \\\"temp_max\\\": 9.4,\\n \\\"temp_min\\\": 6.1,\\n \\\"wind\\\": 3.9,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-02-01T00:00:00\\\",\\n \\\"precipitation\\\": 13.5,\\n \\\"temp_max\\\": 8.9,\\n \\\"temp_min\\\": 3.3,\\n \\\"wind\\\": 2.7,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-02-02T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 8.3,\\n \\\"temp_min\\\": 1.7,\\n \\\"wind\\\": 2.6,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-02-03T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 14.4,\\n \\\"temp_min\\\": 2.2,\\n \\\"wind\\\": 5.3,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-02-04T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 15.6,\\n \\\"temp_min\\\": 5,\\n \\\"wind\\\": 4.3,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-02-05T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 13.9,\\n \\\"temp_min\\\": 1.7,\\n \\\"wind\\\": 2.9,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-02-06T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 16.1,\\n \\\"temp_min\\\": 1.7,\\n \\\"wind\\\": 5,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-02-07T00:00:00\\\",\\n \\\"precipitation\\\": 0.3,\\n \\\"temp_max\\\": 15.6,\\n \\\"temp_min\\\": 7.8,\\n \\\"wind\\\": 5.3,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-02-08T00:00:00\\\",\\n \\\"precipitation\\\": 2.8,\\n \\\"temp_max\\\": 10,\\n \\\"temp_min\\\": 5,\\n \\\"wind\\\": 2.7,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-02-09T00:00:00\\\",\\n \\\"precipitation\\\": 2.5,\\n \\\"temp_max\\\": 11.1,\\n \\\"temp_min\\\": 7.8,\\n \\\"wind\\\": 2.4,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-02-10T00:00:00\\\",\\n \\\"precipitation\\\": 2.5,\\n \\\"temp_max\\\": 12.8,\\n \\\"temp_min\\\": 6.7,\\n \\\"wind\\\": 3,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-02-11T00:00:00\\\",\\n \\\"precipitation\\\": 0.8,\\n \\\"temp_max\\\": 8.9,\\n \\\"temp_min\\\": 5.6,\\n \\\"wind\\\": 3.4,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-02-12T00:00:00\\\",\\n \\\"precipitation\\\": 1,\\n \\\"temp_max\\\": 8.3,\\n \\\"temp_min\\\": 5,\\n \\\"wind\\\": 1.3,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-02-13T00:00:00\\\",\\n \\\"precipitation\\\": 11.4,\\n \\\"temp_max\\\": 7.2,\\n \\\"temp_min\\\": 4.4,\\n \\\"wind\\\": 1.4,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-02-14T00:00:00\\\",\\n \\\"precipitation\\\": 2.5,\\n \\\"temp_max\\\": 6.7,\\n \\\"temp_min\\\": 1.1,\\n \\\"wind\\\": 3.1,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-02-15T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 7.2,\\n \\\"temp_min\\\": 0.6,\\n \\\"wind\\\": 1.8,\\n \\\"weather\\\": \\\"drizzle\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-02-16T00:00:00\\\",\\n \\\"precipitation\\\": 1.8,\\n \\\"temp_max\\\": 7.2,\\n \\\"temp_min\\\": 3.3,\\n \\\"wind\\\": 2.1,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-02-17T00:00:00\\\",\\n \\\"precipitation\\\": 17.3,\\n \\\"temp_max\\\": 10,\\n \\\"temp_min\\\": 4.4,\\n \\\"wind\\\": 3.4,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-02-18T00:00:00\\\",\\n \\\"precipitation\\\": 6.4,\\n \\\"temp_max\\\": 6.7,\\n \\\"temp_min\\\": 3.9,\\n \\\"wind\\\": 8.1,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-02-19T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 6.7,\\n \\\"temp_min\\\": 2.2,\\n \\\"wind\\\": 4.7,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-02-20T00:00:00\\\",\\n \\\"precipitation\\\": 3,\\n \\\"temp_max\\\": 7.8,\\n \\\"temp_min\\\": 1.7,\\n \\\"wind\\\": 2.9,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-02-21T00:00:00\\\",\\n \\\"precipitation\\\": 0.8,\\n \\\"temp_max\\\": 10,\\n \\\"temp_min\\\": 7.8,\\n \\\"wind\\\": 7.5,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-02-22T00:00:00\\\",\\n \\\"precipitation\\\": 8.6,\\n \\\"temp_max\\\": 10,\\n \\\"temp_min\\\": 2.8,\\n \\\"wind\\\": 5.9,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-02-23T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 8.3,\\n \\\"temp_min\\\": 2.8,\\n \\\"wind\\\": 3.9,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-02-24T00:00:00\\\",\\n \\\"precipitation\\\": 11.4,\\n \\\"temp_max\\\": 6.7,\\n \\\"temp_min\\\": 4.4,\\n \\\"wind\\\": 3.5,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-02-25T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 7.2,\\n \\\"temp_min\\\": 2.8,\\n \\\"wind\\\": 6.4,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-02-26T00:00:00\\\",\\n \\\"precipitation\\\": 1.3,\\n \\\"temp_max\\\": 5,\\n \\\"temp_min\\\": -1.1,\\n \\\"wind\\\": 3.4,\\n \\\"weather\\\": \\\"snow\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-02-27T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 6.7,\\n \\\"temp_min\\\": -2.2,\\n \\\"wind\\\": 3,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-02-28T00:00:00\\\",\\n \\\"precipitation\\\": 3.6,\\n \\\"temp_max\\\": 6.7,\\n \\\"temp_min\\\": -0.6,\\n \\\"wind\\\": 4.2,\\n \\\"weather\\\": \\\"snow\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-02-29T00:00:00\\\",\\n \\\"precipitation\\\": 0.8,\\n \\\"temp_max\\\": 5,\\n \\\"temp_min\\\": 1.1,\\n \\\"wind\\\": 7,\\n \\\"weather\\\": \\\"snow\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-03-01T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 6.1,\\n \\\"temp_min\\\": 1.1,\\n \\\"wind\\\": 3.1,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-03-02T00:00:00\\\",\\n \\\"precipitation\\\": 2,\\n \\\"temp_max\\\": 6.7,\\n \\\"temp_min\\\": 3.9,\\n \\\"wind\\\": 5.1,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-03-03T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 12.2,\\n \\\"temp_min\\\": 6.7,\\n \\\"wind\\\": 7,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-03-04T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 10.6,\\n \\\"temp_min\\\": 6.7,\\n \\\"wind\\\": 5.6,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-03-05T00:00:00\\\",\\n \\\"precipitation\\\": 6.9,\\n \\\"temp_max\\\": 7.8,\\n \\\"temp_min\\\": 1.1,\\n \\\"wind\\\": 6.2,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-03-06T00:00:00\\\",\\n \\\"precipitation\\\": 0.5,\\n \\\"temp_max\\\": 6.7,\\n \\\"temp_min\\\": 0,\\n \\\"wind\\\": 2.7,\\n \\\"weather\\\": \\\"snow\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-03-07T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 8.9,\\n \\\"temp_min\\\": -1.7,\\n \\\"wind\\\": 2.7,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-03-08T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 15.6,\\n \\\"temp_min\\\": 0.6,\\n \\\"wind\\\": 2.5,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-03-09T00:00:00\\\",\\n \\\"precipitation\\\": 3.6,\\n \\\"temp_max\\\": 9.4,\\n \\\"temp_min\\\": 5,\\n \\\"wind\\\": 2.8,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-03-10T00:00:00\\\",\\n \\\"precipitation\\\": 10.4,\\n \\\"temp_max\\\": 7.2,\\n \\\"temp_min\\\": 6.1,\\n \\\"wind\\\": 3.4,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-03-11T00:00:00\\\",\\n \\\"precipitation\\\": 13.7,\\n \\\"temp_max\\\": 6.7,\\n \\\"temp_min\\\": 2.8,\\n \\\"wind\\\": 5.8,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-03-12T00:00:00\\\",\\n \\\"precipitation\\\": 19.3,\\n \\\"temp_max\\\": 8.3,\\n \\\"temp_min\\\": 0.6,\\n \\\"wind\\\": 6.2,\\n \\\"weather\\\": \\\"snow\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-03-13T00:00:00\\\",\\n \\\"precipitation\\\": 9.4,\\n \\\"temp_max\\\": 5.6,\\n \\\"temp_min\\\": 0.6,\\n \\\"wind\\\": 5.3,\\n \\\"weather\\\": \\\"snow\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-03-14T00:00:00\\\",\\n \\\"precipitation\\\": 8.6,\\n \\\"temp_max\\\": 7.8,\\n \\\"temp_min\\\": 1.1,\\n \\\"wind\\\": 4.7,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-03-15T00:00:00\\\",\\n \\\"precipitation\\\": 23.9,\\n \\\"temp_max\\\": 11.1,\\n \\\"temp_min\\\": 5.6,\\n \\\"wind\\\": 5.8,\\n \\\"weather\\\": \\\"snow\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-03-16T00:00:00\\\",\\n \\\"precipitation\\\": 8.4,\\n \\\"temp_max\\\": 8.9,\\n \\\"temp_min\\\": 3.9,\\n \\\"wind\\\": 5.1,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-03-17T00:00:00\\\",\\n \\\"precipitation\\\": 9.4,\\n \\\"temp_max\\\": 10,\\n \\\"temp_min\\\": 0.6,\\n \\\"wind\\\": 3.8,\\n \\\"weather\\\": \\\"snow\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-03-18T00:00:00\\\",\\n \\\"precipitation\\\": 3.6,\\n \\\"temp_max\\\": 5,\\n \\\"temp_min\\\": -0.6,\\n \\\"wind\\\": 2.7,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-03-19T00:00:00\\\",\\n \\\"precipitation\\\": 2,\\n \\\"temp_max\\\": 7.2,\\n \\\"temp_min\\\": -1.1,\\n \\\"wind\\\": 3,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-03-20T00:00:00\\\",\\n \\\"precipitation\\\": 3.6,\\n \\\"temp_max\\\": 7.8,\\n \\\"temp_min\\\": 2.2,\\n \\\"wind\\\": 6.4,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-03-21T00:00:00\\\",\\n \\\"precipitation\\\": 1.3,\\n \\\"temp_max\\\": 8.9,\\n \\\"temp_min\\\": 1.1,\\n \\\"wind\\\": 2.5,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-03-22T00:00:00\\\",\\n \\\"precipitation\\\": 4.1,\\n \\\"temp_max\\\": 10,\\n \\\"temp_min\\\": 1.7,\\n \\\"wind\\\": 2.1,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-03-23T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 12.2,\\n \\\"temp_min\\\": 0.6,\\n \\\"wind\\\": 2.8,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-03-24T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 15,\\n \\\"temp_min\\\": 3.3,\\n \\\"wind\\\": 5.2,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-03-25T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 13.3,\\n \\\"temp_min\\\": 2.2,\\n \\\"wind\\\": 2.7,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-03-26T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 12.8,\\n \\\"temp_min\\\": 6.1,\\n \\\"wind\\\": 4.3,\\n \\\"weather\\\": \\\"drizzle\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-03-27T00:00:00\\\",\\n \\\"precipitation\\\": 4.8,\\n \\\"temp_max\\\": 14.4,\\n \\\"temp_min\\\": 6.7,\\n \\\"wind\\\": 3.8,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-03-28T00:00:00\\\",\\n \\\"precipitation\\\": 1.3,\\n \\\"temp_max\\\": 10.6,\\n \\\"temp_min\\\": 7.2,\\n \\\"wind\\\": 5.9,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-03-29T00:00:00\\\",\\n \\\"precipitation\\\": 27.4,\\n \\\"temp_max\\\": 10,\\n \\\"temp_min\\\": 6.1,\\n \\\"wind\\\": 4.4,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-03-30T00:00:00\\\",\\n \\\"precipitation\\\": 5.6,\\n \\\"temp_max\\\": 9.4,\\n \\\"temp_min\\\": 5,\\n \\\"wind\\\": 4.7,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-03-31T00:00:00\\\",\\n \\\"precipitation\\\": 13.2,\\n \\\"temp_max\\\": 10,\\n \\\"temp_min\\\": 2.8,\\n \\\"wind\\\": 3.4,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-04-01T00:00:00\\\",\\n \\\"precipitation\\\": 1.5,\\n \\\"temp_max\\\": 8.9,\\n \\\"temp_min\\\": 4.4,\\n \\\"wind\\\": 6.8,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-04-02T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 16.7,\\n \\\"temp_min\\\": 4.4,\\n \\\"wind\\\": 3.1,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-04-03T00:00:00\\\",\\n \\\"precipitation\\\": 1.5,\\n \\\"temp_max\\\": 11.7,\\n \\\"temp_min\\\": 3.3,\\n \\\"wind\\\": 3.1,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-04-04T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 10.6,\\n \\\"temp_min\\\": 2.8,\\n \\\"wind\\\": 2.1,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-04-05T00:00:00\\\",\\n \\\"precipitation\\\": 4.6,\\n \\\"temp_max\\\": 9.4,\\n \\\"temp_min\\\": 2.8,\\n \\\"wind\\\": 1.8,\\n \\\"weather\\\": \\\"snow\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-04-06T00:00:00\\\",\\n \\\"precipitation\\\": 0.3,\\n \\\"temp_max\\\": 11.1,\\n \\\"temp_min\\\": 3.3,\\n \\\"wind\\\": 2.6,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-04-07T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 16.1,\\n \\\"temp_min\\\": 1.7,\\n \\\"wind\\\": 4.3,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-04-08T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 21.1,\\n \\\"temp_min\\\": 7.2,\\n \\\"wind\\\": 4.1,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-04-09T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 20,\\n \\\"temp_min\\\": 6.1,\\n \\\"wind\\\": 2.1,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-04-10T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 17.8,\\n \\\"temp_min\\\": 8.9,\\n \\\"wind\\\": 3.2,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-04-11T00:00:00\\\",\\n \\\"precipitation\\\": 2.3,\\n \\\"temp_max\\\": 11.1,\\n \\\"temp_min\\\": 7.2,\\n \\\"wind\\\": 2.6,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-04-12T00:00:00\\\",\\n \\\"precipitation\\\": 0.5,\\n \\\"temp_max\\\": 13.9,\\n \\\"temp_min\\\": 5.6,\\n \\\"wind\\\": 2.6,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-04-13T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 15,\\n \\\"temp_min\\\": 3.9,\\n \\\"wind\\\": 4,\\n \\\"weather\\\": \\\"drizzle\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-04-14T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 15.6,\\n \\\"temp_min\\\": 3.3,\\n \\\"wind\\\": 3,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-04-15T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 16.1,\\n \\\"temp_min\\\": 7.2,\\n \\\"wind\\\": 2.9,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-04-16T00:00:00\\\",\\n \\\"precipitation\\\": 8.1,\\n \\\"temp_max\\\": 13.3,\\n \\\"temp_min\\\": 6.7,\\n \\\"wind\\\": 5.8,\\n 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\\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 17.8,\\n \\\"temp_min\\\": 10,\\n \\\"wind\\\": 4.1,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-10-03T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 18.9,\\n \\\"temp_min\\\": 7.8,\\n \\\"wind\\\": 7.3,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-10-04T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 18.9,\\n \\\"temp_min\\\": 8.3,\\n \\\"wind\\\": 6.5,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-10-05T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 21.7,\\n \\\"temp_min\\\": 8.9,\\n \\\"wind\\\": 5.7,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-10-06T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 23.9,\\n \\\"temp_min\\\": 7.8,\\n \\\"wind\\\": 5.1,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-10-07T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 23.9,\\n \\\"temp_min\\\": 7.8,\\n \\\"wind\\\": 1.3,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-10-08T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 21.1,\\n \\\"temp_min\\\": 7.8,\\n \\\"wind\\\": 1.9,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-10-09T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 16.1,\\n \\\"temp_min\\\": 8.9,\\n \\\"wind\\\": 1.6,\\n \\\"weather\\\": \\\"drizzle\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-10-10T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 12.2,\\n \\\"temp_min\\\": 8.3,\\n \\\"wind\\\": 1.4,\\n \\\"weather\\\": \\\"drizzle\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-10-11T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 13.9,\\n \\\"temp_min\\\": 7.2,\\n \\\"wind\\\": 1.3,\\n \\\"weather\\\": \\\"drizzle\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-10-12T00:00:00\\\",\\n \\\"precipitation\\\": 2,\\n \\\"temp_max\\\": 13.9,\\n \\\"temp_min\\\": 8.9,\\n \\\"wind\\\": 4.6,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-10-13T00:00:00\\\",\\n \\\"precipitation\\\": 4.8,\\n \\\"temp_max\\\": 15.6,\\n \\\"temp_min\\\": 12.2,\\n \\\"wind\\\": 3.9,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-10-14T00:00:00\\\",\\n \\\"precipitation\\\": 16.5,\\n \\\"temp_max\\\": 17.8,\\n \\\"temp_min\\\": 13.3,\\n \\\"wind\\\": 3.4,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-10-15T00:00:00\\\",\\n \\\"precipitation\\\": 7.9,\\n \\\"temp_max\\\": 17.2,\\n \\\"temp_min\\\": 11.1,\\n \\\"wind\\\": 4.6,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-10-16T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 16.1,\\n \\\"temp_min\\\": 8.3,\\n \\\"wind\\\": 5.5,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-10-17T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 14.4,\\n \\\"temp_min\\\": 6.1,\\n \\\"wind\\\": 1.6,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-10-18T00:00:00\\\",\\n \\\"precipitation\\\": 20.8,\\n \\\"temp_max\\\": 17.8,\\n \\\"temp_min\\\": 6.7,\\n \\\"wind\\\": 2,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-10-19T00:00:00\\\",\\n \\\"precipitation\\\": 4.8,\\n \\\"temp_max\\\": 15,\\n \\\"temp_min\\\": 9.4,\\n \\\"wind\\\": 5.3,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-10-20T00:00:00\\\",\\n \\\"precipitation\\\": 0.5,\\n \\\"temp_max\\\": 11.1,\\n \\\"temp_min\\\": 6.1,\\n \\\"wind\\\": 5.7,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-10-21T00:00:00\\\",\\n \\\"precipitation\\\": 6.4,\\n \\\"temp_max\\\": 11.7,\\n \\\"temp_min\\\": 4.4,\\n \\\"wind\\\": 2.7,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-10-22T00:00:00\\\",\\n \\\"precipitation\\\": 8.9,\\n \\\"temp_max\\\": 7.8,\\n \\\"temp_min\\\": 3.3,\\n \\\"wind\\\": 2.6,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-10-23T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 11.1,\\n \\\"temp_min\\\": 5.6,\\n \\\"wind\\\": 3,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-10-24T00:00:00\\\",\\n \\\"precipitation\\\": 7.1,\\n \\\"temp_max\\\": 11.7,\\n \\\"temp_min\\\": 6.1,\\n \\\"wind\\\": 2.1,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-10-25T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 11.7,\\n \\\"temp_min\\\": 6.7,\\n \\\"wind\\\": 1.5,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-10-26T00:00:00\\\",\\n \\\"precipitation\\\": 1.5,\\n \\\"temp_max\\\": 11.1,\\n \\\"temp_min\\\": 7.2,\\n \\\"wind\\\": 2.5,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-10-27T00:00:00\\\",\\n \\\"precipitation\\\": 23.1,\\n \\\"temp_max\\\": 14.4,\\n \\\"temp_min\\\": 9.4,\\n \\\"wind\\\": 5.1,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-10-28T00:00:00\\\",\\n \\\"precipitation\\\": 6.1,\\n \\\"temp_max\\\": 14.4,\\n \\\"temp_min\\\": 10,\\n \\\"wind\\\": 3.8,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-10-29T00:00:00\\\",\\n \\\"precipitation\\\": 10.9,\\n \\\"temp_max\\\": 15.6,\\n \\\"temp_min\\\": 10,\\n \\\"wind\\\": 4.9,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-10-30T00:00:00\\\",\\n \\\"precipitation\\\": 34.5,\\n \\\"temp_max\\\": 15,\\n \\\"temp_min\\\": 12.2,\\n \\\"wind\\\": 2.8,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-10-31T00:00:00\\\",\\n \\\"precipitation\\\": 14.5,\\n \\\"temp_max\\\": 15.6,\\n \\\"temp_min\\\": 11.1,\\n \\\"wind\\\": 2.7,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-11-01T00:00:00\\\",\\n \\\"precipitation\\\": 9.7,\\n \\\"temp_max\\\": 15,\\n \\\"temp_min\\\": 10.6,\\n \\\"wind\\\": 3,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-11-02T00:00:00\\\",\\n \\\"precipitation\\\": 5.6,\\n \\\"temp_max\\\": 15,\\n \\\"temp_min\\\": 10.6,\\n \\\"wind\\\": 1,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-11-03T00:00:00\\\",\\n \\\"precipitation\\\": 0.5,\\n \\\"temp_max\\\": 15.6,\\n \\\"temp_min\\\": 11.1,\\n \\\"wind\\\": 3.6,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-11-04T00:00:00\\\",\\n \\\"precipitation\\\": 8.1,\\n \\\"temp_max\\\": 17.8,\\n \\\"temp_min\\\": 12.8,\\n \\\"wind\\\": 3.8,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-11-05T00:00:00\\\",\\n \\\"precipitation\\\": 0.8,\\n \\\"temp_max\\\": 15,\\n \\\"temp_min\\\": 7.8,\\n \\\"wind\\\": 4,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-11-06T00:00:00\\\",\\n \\\"precipitation\\\": 0.3,\\n \\\"temp_max\\\": 12.8,\\n \\\"temp_min\\\": 6.7,\\n \\\"wind\\\": 3.5,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-11-07T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 12.2,\\n \\\"temp_min\\\": 3.9,\\n \\\"wind\\\": 3.4,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-11-08T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 10,\\n \\\"temp_min\\\": 1.1,\\n \\\"wind\\\": 3.4,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-11-09T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 8.9,\\n \\\"temp_min\\\": 1.1,\\n \\\"wind\\\": 2,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-11-10T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 7.8,\\n \\\"temp_min\\\": -0.6,\\n \\\"wind\\\": 2.2,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-11-11T00:00:00\\\",\\n \\\"precipitation\\\": 15.2,\\n \\\"temp_max\\\": 8.9,\\n \\\"temp_min\\\": 1.1,\\n \\\"wind\\\": 3,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-11-12T00:00:00\\\",\\n \\\"precipitation\\\": 3.6,\\n \\\"temp_max\\\": 12.8,\\n \\\"temp_min\\\": 6.1,\\n \\\"wind\\\": 3,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-11-13T00:00:00\\\",\\n \\\"precipitation\\\": 5.3,\\n \\\"temp_max\\\": 11.1,\\n \\\"temp_min\\\": 7.8,\\n \\\"wind\\\": 2.5,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-11-14T00:00:00\\\",\\n \\\"precipitation\\\": 0.8,\\n \\\"temp_max\\\": 11.1,\\n \\\"temp_min\\\": 5,\\n \\\"wind\\\": 2.6,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-11-15T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 9.4,\\n \\\"temp_min\\\": 2.8,\\n \\\"wind\\\": 2.4,\\n \\\"weather\\\": \\\"drizzle\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-11-16T00:00:00\\\",\\n \\\"precipitation\\\": 5.6,\\n \\\"temp_max\\\": 9.4,\\n \\\"temp_min\\\": 2.2,\\n \\\"wind\\\": 1.6,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-11-17T00:00:00\\\",\\n \\\"precipitation\\\": 6.1,\\n \\\"temp_max\\\": 12.2,\\n \\\"temp_min\\\": 6.1,\\n \\\"wind\\\": 5.3,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-11-18T00:00:00\\\",\\n \\\"precipitation\\\": 7.9,\\n \\\"temp_max\\\": 10,\\n \\\"temp_min\\\": 6.1,\\n \\\"wind\\\": 4.9,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-11-19T00:00:00\\\",\\n \\\"precipitation\\\": 54.1,\\n \\\"temp_max\\\": 13.3,\\n \\\"temp_min\\\": 8.3,\\n \\\"wind\\\": 6,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-11-20T00:00:00\\\",\\n \\\"precipitation\\\": 3.8,\\n \\\"temp_max\\\": 11.1,\\n \\\"temp_min\\\": 7.2,\\n \\\"wind\\\": 4.2,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-11-21T00:00:00\\\",\\n \\\"precipitation\\\": 11.2,\\n \\\"temp_max\\\": 8.3,\\n \\\"temp_min\\\": 3.9,\\n \\\"wind\\\": 5.5,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-11-22T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 8.9,\\n \\\"temp_min\\\": 2.8,\\n \\\"wind\\\": 1.5,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-11-23T00:00:00\\\",\\n \\\"precipitation\\\": 32,\\n \\\"temp_max\\\": 9.4,\\n \\\"temp_min\\\": 6.1,\\n \\\"wind\\\": 2.4,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-11-24T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 8.9,\\n \\\"temp_min\\\": 3.9,\\n \\\"wind\\\": 1.2,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-11-25T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 8.3,\\n \\\"temp_min\\\": 1.1,\\n \\\"wind\\\": 3.6,\\n \\\"weather\\\": \\\"drizzle\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-11-26T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 9.4,\\n \\\"temp_min\\\": 1.7,\\n \\\"wind\\\": 3.8,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-11-27T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 10,\\n \\\"temp_min\\\": 1.7,\\n \\\"wind\\\": 1.5,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-11-28T00:00:00\\\",\\n \\\"precipitation\\\": 2.8,\\n \\\"temp_max\\\": 9.4,\\n \\\"temp_min\\\": 2.2,\\n \\\"wind\\\": 2.9,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-11-29T00:00:00\\\",\\n \\\"precipitation\\\": 1.5,\\n \\\"temp_max\\\": 12.8,\\n \\\"temp_min\\\": 7.8,\\n \\\"wind\\\": 4.2,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-11-30T00:00:00\\\",\\n \\\"precipitation\\\": 35.6,\\n \\\"temp_max\\\": 15,\\n \\\"temp_min\\\": 7.8,\\n \\\"wind\\\": 4.6,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-12-01T00:00:00\\\",\\n \\\"precipitation\\\": 4.1,\\n \\\"temp_max\\\": 13.3,\\n \\\"temp_min\\\": 8.3,\\n \\\"wind\\\": 5.5,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-12-02T00:00:00\\\",\\n \\\"precipitation\\\": 19.6,\\n \\\"temp_max\\\": 8.3,\\n \\\"temp_min\\\": 7.2,\\n \\\"wind\\\": 6.2,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-12-03T00:00:00\\\",\\n \\\"precipitation\\\": 13,\\n \\\"temp_max\\\": 9.4,\\n \\\"temp_min\\\": 7.2,\\n \\\"wind\\\": 4.4,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-12-04T00:00:00\\\",\\n \\\"precipitation\\\": 14.2,\\n \\\"temp_max\\\": 11.7,\\n \\\"temp_min\\\": 7.2,\\n \\\"wind\\\": 6.2,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-12-05T00:00:00\\\",\\n \\\"precipitation\\\": 1.5,\\n \\\"temp_max\\\": 8.9,\\n \\\"temp_min\\\": 4.4,\\n \\\"wind\\\": 5,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-12-06T00:00:00\\\",\\n \\\"precipitation\\\": 1.5,\\n \\\"temp_max\\\": 7.2,\\n \\\"temp_min\\\": 6.1,\\n \\\"wind\\\": 5.1,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-12-07T00:00:00\\\",\\n \\\"precipitation\\\": 1,\\n \\\"temp_max\\\": 7.8,\\n \\\"temp_min\\\": 3.3,\\n \\\"wind\\\": 4.6,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-12-08T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 6.7,\\n \\\"temp_min\\\": 3.3,\\n \\\"wind\\\": 2,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-12-09T00:00:00\\\",\\n \\\"precipitation\\\": 1.5,\\n \\\"temp_max\\\": 6.7,\\n \\\"temp_min\\\": 2.8,\\n \\\"wind\\\": 2.1,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-12-10T00:00:00\\\",\\n \\\"precipitation\\\": 0.5,\\n \\\"temp_max\\\": 7.2,\\n \\\"temp_min\\\": 5.6,\\n \\\"wind\\\": 1.8,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-12-11T00:00:00\\\",\\n \\\"precipitation\\\": 3,\\n \\\"temp_max\\\": 7.8,\\n \\\"temp_min\\\": 5.6,\\n \\\"wind\\\": 4.5,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-12-12T00:00:00\\\",\\n \\\"precipitation\\\": 8.1,\\n \\\"temp_max\\\": 6.7,\\n \\\"temp_min\\\": 4.4,\\n \\\"wind\\\": 2,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-12-13T00:00:00\\\",\\n \\\"precipitation\\\": 2.3,\\n \\\"temp_max\\\": 7.2,\\n \\\"temp_min\\\": 3.3,\\n \\\"wind\\\": 2.8,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-12-14T00:00:00\\\",\\n \\\"precipitation\\\": 7.9,\\n \\\"temp_max\\\": 6.1,\\n \\\"temp_min\\\": 1.1,\\n \\\"wind\\\": 1.7,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-12-15T00:00:00\\\",\\n \\\"precipitation\\\": 5.3,\\n \\\"temp_max\\\": 4.4,\\n \\\"temp_min\\\": 0.6,\\n \\\"wind\\\": 5.1,\\n \\\"weather\\\": \\\"snow\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-12-16T00:00:00\\\",\\n \\\"precipitation\\\": 22.6,\\n \\\"temp_max\\\": 6.7,\\n \\\"temp_min\\\": 3.3,\\n \\\"wind\\\": 5.5,\\n \\\"weather\\\": \\\"snow\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-12-17T00:00:00\\\",\\n \\\"precipitation\\\": 2,\\n \\\"temp_max\\\": 8.3,\\n \\\"temp_min\\\": 1.7,\\n \\\"wind\\\": 9.5,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-12-18T00:00:00\\\",\\n \\\"precipitation\\\": 3.3,\\n \\\"temp_max\\\": 3.9,\\n \\\"temp_min\\\": 0.6,\\n \\\"wind\\\": 5.3,\\n \\\"weather\\\": \\\"snow\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-12-19T00:00:00\\\",\\n \\\"precipitation\\\": 13.7,\\n \\\"temp_max\\\": 8.3,\\n \\\"temp_min\\\": 1.7,\\n \\\"wind\\\": 5.8,\\n \\\"weather\\\": \\\"snow\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-12-20T00:00:00\\\",\\n \\\"precipitation\\\": 13.2,\\n \\\"temp_max\\\": 7.2,\\n \\\"temp_min\\\": 0.6,\\n \\\"wind\\\": 3.7,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-12-21T00:00:00\\\",\\n \\\"precipitation\\\": 1.8,\\n \\\"temp_max\\\": 8.3,\\n \\\"temp_min\\\": -1.7,\\n \\\"wind\\\": 1.7,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-12-22T00:00:00\\\",\\n \\\"precipitation\\\": 3.3,\\n \\\"temp_max\\\": 8.3,\\n \\\"temp_min\\\": 3.9,\\n \\\"wind\\\": 3.5,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-12-23T00:00:00\\\",\\n \\\"precipitation\\\": 6.6,\\n \\\"temp_max\\\": 7.2,\\n \\\"temp_min\\\": 3.3,\\n \\\"wind\\\": 2.5,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-12-24T00:00:00\\\",\\n \\\"precipitation\\\": 0.3,\\n \\\"temp_max\\\": 5.6,\\n \\\"temp_min\\\": 2.8,\\n \\\"wind\\\": 2.8,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-12-25T00:00:00\\\",\\n \\\"precipitation\\\": 13.5,\\n \\\"temp_max\\\": 5.6,\\n \\\"temp_min\\\": 2.8,\\n \\\"wind\\\": 4.2,\\n \\\"weather\\\": \\\"snow\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-12-26T00:00:00\\\",\\n \\\"precipitation\\\": 4.6,\\n \\\"temp_max\\\": 6.7,\\n \\\"temp_min\\\": 3.3,\\n \\\"wind\\\": 4.9,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-12-27T00:00:00\\\",\\n \\\"precipitation\\\": 4.1,\\n \\\"temp_max\\\": 7.8,\\n \\\"temp_min\\\": 3.3,\\n \\\"wind\\\": 3.2,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-12-28T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 8.3,\\n \\\"temp_min\\\": 3.9,\\n \\\"wind\\\": 1.7,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-12-29T00:00:00\\\",\\n \\\"precipitation\\\": 1.5,\\n \\\"temp_max\\\": 5,\\n \\\"temp_min\\\": 3.3,\\n \\\"wind\\\": 1.7,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-12-30T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 4.4,\\n \\\"temp_min\\\": 0,\\n \\\"wind\\\": 1.8,\\n \\\"weather\\\": \\\"drizzle\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-12-31T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 3.3,\\n \\\"temp_min\\\": -1.1,\\n \\\"wind\\\": 2,\\n \\\"weather\\\": \\\"drizzle\\\"\\n },\\n {\\n \\\"date\\\": \\\"2013-01-01T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 5,\\n \\\"temp_min\\\": -2.8,\\n \\\"wind\\\": 2.7,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2013-01-02T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 6.1,\\n \\\"temp_min\\\": -1.1,\\n \\\"wind\\\": 3.2,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2013-01-03T00:00:00\\\",\\n \\\"precipitation\\\": 4.1,\\n \\\"temp_max\\\": 6.7,\\n \\\"temp_min\\\": -1.7,\\n \\\"wind\\\": 3,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2013-01-04T00:00:00\\\",\\n \\\"precipitation\\\": 2.5,\\n \\\"temp_max\\\": 10,\\n \\\"temp_min\\\": 2.2,\\n \\\"wind\\\": 2.8,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2013-01-05T00:00:00\\\",\\n \\\"precipitation\\\": 3,\\n \\\"temp_max\\\": 6.7,\\n \\\"temp_min\\\": 4.4,\\n \\\"wind\\\": 3.1,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2013-01-06T00:00:00\\\",\\n \\\"precipitation\\\": 2,\\n \\\"temp_max\\\": 7.2,\\n \\\"temp_min\\\": 2.8,\\n \\\"wind\\\": 3,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2013-01-07T00:00:00\\\",\\n \\\"precipitation\\\": 2.3,\\n \\\"temp_max\\\": 10,\\n \\\"temp_min\\\": 4.4,\\n \\\"wind\\\": 7.3,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2013-01-08T00:00:00\\\",\\n \\\"precipitation\\\": 16.3,\\n \\\"temp_max\\\": 11.7,\\n \\\"temp_min\\\": 5.6,\\n \\\"wind\\\": 6.3,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2013-01-09T00:00:00\\\",\\n \\\"precipitation\\\": 38.4,\\n \\\"temp_max\\\": 10,\\n \\\"temp_min\\\": 1.7,\\n \\\"wind\\\": 5.1,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2013-01-10T00:00:00\\\",\\n \\\"precipitation\\\": 0.3,\\n \\\"temp_max\\\": 3.3,\\n \\\"temp_min\\\": -0.6,\\n \\\"wind\\\": 2.1,\\n \\\"weather\\\": \\\"snow\\\"\\n },\\n {\\n \\\"date\\\": \\\"2013-01-11T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 2.8,\\n \\\"temp_min\\\": -2.8,\\n \\\"wind\\\": 1.9,\\n \\\"weather\\\": \\\"drizzle\\\"\\n },\\n {\\n \\\"date\\\": \\\"2013-01-12T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 2.8,\\n \\\"temp_min\\\": -3.9,\\n \\\"wind\\\": 2,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2013-01-13T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 2.2,\\n \\\"temp_min\\\": -4.4,\\n \\\"wind\\\": 1.5,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2013-01-14T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 3.3,\\n \\\"temp_min\\\": -2.2,\\n \\\"wind\\\": 1.3,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2013-01-15T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 6.7,\\n \\\"temp_min\\\": -0.6,\\n \\\"wind\\\": 2.3,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2013-01-16T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 6.1,\\n \\\"temp_min\\\": -3.9,\\n \\\"wind\\\": 1.8,\\n \\\"weather\\\": \\\"drizzle\\\"\\n },\\n {\\n \\\"date\\\": \\\"2013-01-17T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 3.9,\\n \\\"temp_min\\\": -2.8,\\n \\\"wind\\\": 1,\\n \\\"weather\\\": \\\"drizzle\\\"\\n },\\n {\\n \\\"date\\\": \\\"2013-01-18T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 3.3,\\n \\\"temp_min\\\": -1.1,\\n \\\"wind\\\": 1.3,\\n \\\"weather\\\": \\\"drizzle\\\"\\n },\\n {\\n \\\"date\\\": \\\"2013-01-19T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 1.1,\\n \\\"temp_min\\\": -0.6,\\n \\\"wind\\\": 1.9,\\n \\\"weather\\\": \\\"drizzle\\\"\\n },\\n {\\n \\\"date\\\": \\\"2013-01-20T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 3.3,\\n \\\"temp_min\\\": -0.6,\\n \\\"wind\\\": 2.1,\\n \\\"weather\\\": \\\"drizzle\\\"\\n },\\n {\\n \\\"date\\\": \\\"2013-01-21T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 2.2,\\n \\\"temp_min\\\": -1.7,\\n \\\"wind\\\": 1.1,\\n \\\"weather\\\": \\\"drizzle\\\"\\n },\\n {\\n \\\"date\\\": \\\"2013-01-22T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 3.3,\\n \\\"temp_min\\\": -1.7,\\n \\\"wind\\\": 0.6,\\n \\\"weather\\\": \\\"drizzle\\\"\\n },\\n {\\n \\\"date\\\": \\\"2013-01-23T00:00:00\\\",\\n \\\"precipitation\\\": 5.1,\\n \\\"temp_max\\\": 7.2,\\n \\\"temp_min\\\": 2.2,\\n \\\"wind\\\": 3.1,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2013-01-24T00:00:00\\\",\\n \\\"precipitation\\\": 5.8,\\n \\\"temp_max\\\": 7.2,\\n \\\"temp_min\\\": 1.1,\\n \\\"wind\\\": 2.6,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2013-01-25T00:00:00\\\",\\n \\\"precipitation\\\": 3,\\n \\\"temp_max\\\": 10.6,\\n \\\"temp_min\\\": 2.8,\\n \\\"wind\\\": 2.1,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2013-01-26T00:00:00\\\",\\n \\\"precipitation\\\": 2.3,\\n \\\"temp_max\\\": 8.3,\\n \\\"temp_min\\\": 3.9,\\n \\\"wind\\\": 4.5,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2013-01-27T00:00:00\\\",\\n \\\"precipitation\\\": 1.8,\\n \\\"temp_max\\\": 5.6,\\n \\\"temp_min\\\": 3.9,\\n \\\"wind\\\": 4.5,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2013-01-28T00:00:00\\\",\\n \\\"precipitation\\\": 7.9,\\n \\\"temp_max\\\": 6.1,\\n \\\"temp_min\\\": 3.3,\\n \\\"wind\\\": 3.2,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2013-01-29T00:00:00\\\",\\n \\\"precipitation\\\": 4.3,\\n \\\"temp_max\\\": 8.3,\\n \\\"temp_min\\\": 5,\\n \\\"wind\\\": 3.9,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2013-01-30T00:00:00\\\",\\n \\\"precipitation\\\": 3.6,\\n \\\"temp_max\\\": 8.9,\\n \\\"temp_min\\\": 6.7,\\n \\\"wind\\\": 3.9,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2013-01-31T00:00:00\\\",\\n \\\"precipitation\\\": 3,\\n \\\"temp_max\\\": 9.4,\\n \\\"temp_min\\\": 7.2,\\n \\\"wind\\\": 4,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2013-02-01T00:00:00\\\",\\n \\\"precipitation\\\": 0.3,\\n \\\"temp_max\\\": 11.7,\\n \\\"temp_min\\\": 5,\\n \\\"wind\\\": 2.9,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2013-02-02T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 6.1,\\n \\\"temp_min\\\": 2.8,\\n \\\"wind\\\": 2,\\n \\\"weather\\\": \\\"drizzle\\\"\\n },\\n {\\n \\\"date\\\": \\\"2013-02-03T00:00:00\\\",\\n \\\"precipitation\\\": 2.3,\\n \\\"temp_max\\\": 8.9,\\n \\\"temp_min\\\": 2.8,\\n \\\"wind\\\": 2.9,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2013-02-04T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 10.6,\\n \\\"temp_min\\\": 6.7,\\n \\\"wind\\\": 2.6,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2013-02-05T00:00:00\\\",\\n \\\"precipitation\\\": 3.3,\\n \\\"temp_max\\\": 10,\\n \\\"temp_min\\\": 6.7,\\n \\\"wind\\\": 5.1,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2013-02-06T00:00:00\\\",\\n \\\"precipitation\\\": 1,\\n \\\"temp_max\\\": 10.6,\\n \\\"temp_min\\\": 6.1,\\n \\\"wind\\\": 4.5,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2013-02-07T00:00:00\\\",\\n \\\"precipitation\\\": 1.3,\\n \\\"temp_max\\\": 9.4,\\n \\\"temp_min\\\": 3.3,\\n \\\"wind\\\": 4.1,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2013-02-08T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 7.8,\\n \\\"temp_min\\\": 2.2,\\n \\\"wind\\\": 1.3,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2013-02-09T00:00:00\\\",\\n \\\"precipitation\\\": 0.3,\\n \\\"temp_max\\\": 8.3,\\n \\\"temp_min\\\": 4.4,\\n \\\"wind\\\": 1.3,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2013-02-10T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 8.9,\\n \\\"temp_min\\\": 1.7,\\n \\\"wind\\\": 2,\\n \\\"weather\\\": \\\"drizzle\\\"\\n },\\n {\\n \\\"date\\\": \\\"2013-02-11T00:00:00\\\",\\n \\\"precipitation\\\": 0.3,\\n \\\"temp_max\\\": 8.3,\\n \\\"temp_min\\\": 4.4,\\n \\\"wind\\\": 1.4,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2013-02-12T00:00:00\\\",\\n \\\"precipitation\\\": 1,\\n \\\"temp_max\\\": 11.1,\\n \\\"temp_min\\\": 7.2,\\n \\\"wind\\\": 5.6,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2013-02-13T00:00:00\\\",\\n \\\"precipitation\\\": 2.3,\\n \\\"temp_max\\\": 9.4,\\n \\\"temp_min\\\": 7.2,\\n \\\"wind\\\": 4.1,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2013-02-14T00:00:00\\\",\\n \\\"precipitation\\\": 1,\\n \\\"temp_max\\\": 9.4,\\n \\\"temp_min\\\": 5.6,\\n \\\"wind\\\": 2.2,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2013-02-15T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 13.3,\\n \\\"temp_min\\\": 5,\\n \\\"wind\\\": 2.4,\\n \\\"weather\\\": \\\"drizzle\\\"\\n },\\n {\\n \\\"date\\\": \\\"2013-02-16T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 11.1,\\n \\\"temp_min\\\": 3.9,\\n \\\"wind\\\": 5.6,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2013-02-17T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 9.4,\\n \\\"temp_min\\\": 4.4,\\n \\\"wind\\\": 3.4,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2013-02-18T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 7.8,\\n \\\"temp_min\\\": 3.9,\\n \\\"wind\\\": 1.9,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2013-02-19T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 10.6,\\n \\\"temp_min\\\": 1.7,\\n \\\"wind\\\": 3.4,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2013-02-20T00:00:00\\\",\\n \\\"precipitation\\\": 1.5,\\n \\\"temp_max\\\": 7.8,\\n \\\"temp_min\\\": 1.1,\\n \\\"wind\\\": 2.1,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2013-02-21T00:00:00\\\",\\n \\\"precipitation\\\": 0.5,\\n \\\"temp_max\\\": 6.7,\\n \\\"temp_min\\\": 3.9,\\n \\\"wind\\\": 6.2,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2013-02-22T00:00:00\\\",\\n \\\"precipitation\\\": 9.4,\\n \\\"temp_max\\\": 7.8,\\n \\\"temp_min\\\": 3.9,\\n \\\"wind\\\": 8.1,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2013-02-23T00:00:00\\\",\\n \\\"precipitation\\\": 0.3,\\n \\\"temp_max\\\": 10,\\n \\\"temp_min\\\": 3.9,\\n \\\"wind\\\": 4.6,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2013-02-24T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 8.9,\\n \\\"temp_min\\\": 5,\\n \\\"wind\\\": 5.5,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2013-02-25T00:00:00\\\",\\n \\\"precipitation\\\": 2.3,\\n \\\"temp_max\\\": 10.6,\\n \\\"temp_min\\\": 3.3,\\n \\\"wind\\\": 7.1,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2013-02-26T00:00:00\\\",\\n \\\"precipitation\\\": 0.5,\\n \\\"temp_max\\\": 8.9,\\n \\\"temp_min\\\": 3.9,\\n \\\"wind\\\": 3.8,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2013-02-27T00:00:00\\\",\\n \\\"precipitation\\\": 4.6,\\n \\\"temp_max\\\": 10,\\n \\\"temp_min\\\": 4.4,\\n \\\"wind\\\": 1.8,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2013-02-28T00:00:00\\\",\\n \\\"precipitation\\\": 8.1,\\n \\\"temp_max\\\": 11.7,\\n \\\"temp_min\\\": 6.7,\\n \\\"wind\\\": 3.8,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2013-03-01T00:00:00\\\",\\n \\\"precipitation\\\": 4.1,\\n \\\"temp_max\\\": 15,\\n \\\"temp_min\\\": 11.1,\\n \\\"wind\\\": 5.4,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2013-03-02T00:00:00\\\",\\n \\\"precipitation\\\": 0.8,\\n \\\"temp_max\\\": 13.9,\\n \\\"temp_min\\\": 5,\\n \\\"wind\\\": 4.5,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2013-03-03T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 11.1,\\n \\\"temp_min\\\": 2.2,\\n \\\"wind\\\": 2.8,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2013-03-04T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 13.3,\\n \\\"temp_min\\\": 0,\\n \\\"wind\\\": 3.9,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2013-03-05T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 9.4,\\n \\\"temp_min\\\": 6.1,\\n \\\"wind\\\": 2.4,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2013-03-06T00:00:00\\\",\\n \\\"precipitation\\\": 11.9,\\n \\\"temp_max\\\": 7.2,\\n \\\"temp_min\\\": 5,\\n \\\"wind\\\": 4.1,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2013-03-07T00:00:00\\\",\\n \\\"precipitation\\\": 7.4,\\n \\\"temp_max\\\": 12.2,\\n \\\"temp_min\\\": 5,\\n \\\"wind\\\": 2.5,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2013-03-08T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 11.7,\\n \\\"temp_min\\\": 2.2,\\n \\\"wind\\\": 2.6,\\n \\\"weather\\\": \\\"drizzle\\\"\\n },\\n {\\n \\\"date\\\": \\\"2013-03-09T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 12.8,\\n \\\"temp_min\\\": 1.1,\\n \\\"wind\\\": 1.3,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2013-03-10T00:00:00\\\",\\n \\\"precipitation\\\": 0.8,\\n \\\"temp_max\\\": 7.8,\\n \\\"temp_min\\\": 3.9,\\n \\\"wind\\\": 1.6,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2013-03-11T00:00:00\\\",\\n \\\"precipitation\\\": 1.3,\\n \\\"temp_max\\\": 10.6,\\n \\\"temp_min\\\": 6.1,\\n \\\"wind\\\": 1.1,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2013-03-12T00:00:00\\\",\\n \\\"precipitation\\\": 2,\\n \\\"temp_max\\\": 12.8,\\n \\\"temp_min\\\": 10,\\n \\\"wind\\\": 5.7,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2013-03-13T00:00:00\\\",\\n \\\"precipitation\\\": 2.3,\\n \\\"temp_max\\\": 11.7,\\n \\\"temp_min\\\": 9.4,\\n \\\"wind\\\": 3.7,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2013-03-14T00:00:00\\\",\\n \\\"precipitation\\\": 2.8,\\n \\\"temp_max\\\": 11.7,\\n \\\"temp_min\\\": 9.4,\\n \\\"wind\\\": 3,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2013-03-15T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 14.4,\\n \\\"temp_min\\\": 8.9,\\n \\\"wind\\\": 4.3,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2013-03-16T00:00:00\\\",\\n \\\"precipitation\\\": 4.3,\\n \\\"temp_max\\\": 10.6,\\n \\\"temp_min\\\": 4.4,\\n \\\"wind\\\": 6.4,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2013-03-17T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 8.9,\\n \\\"temp_min\\\": 3.9,\\n \\\"wind\\\": 6.1,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2013-03-18T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 11.7,\\n \\\"temp_min\\\": 3.9,\\n \\\"wind\\\": 5.9,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2013-03-19T00:00:00\\\",\\n \\\"precipitation\\\": 11.7,\\n \\\"temp_max\\\": 12.8,\\n \\\"temp_min\\\": 1.7,\\n \\\"wind\\\": 3.4,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2013-03-20T00:00:00\\\",\\n \\\"precipitation\\\": 9.9,\\n \\\"temp_max\\\": 11.1,\\n \\\"temp_min\\\": 4.4,\\n \\\"wind\\\": 7.6,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2013-03-21T00:00:00\\\",\\n \\\"precipitation\\\": 8.1,\\n \\\"temp_max\\\": 10,\\n \\\"temp_min\\\": 2.2,\\n \\\"wind\\\": 4.9,\\n \\\"weather\\\": \\\"snow\\\"\\n },\\n {\\n \\\"date\\\": \\\"2013-03-22T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 9.4,\\n \\\"temp_min\\\": 0.6,\\n \\\"wind\\\": 2.2,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2013-03-23T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 10,\\n \\\"temp_min\\\": 1.1,\\n \\\"wind\\\": 2.6,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2013-03-24T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 12.2,\\n \\\"temp_min\\\": 0.6,\\n \\\"wind\\\": 2.1,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2013-03-25T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 16.7,\\n \\\"temp_min\\\": 4.4,\\n \\\"wind\\\": 2.8,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2013-03-26T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 16.7,\\n \\\"temp_min\\\": 6.1,\\n \\\"wind\\\": 1.7,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2013-03-27T00:00:00\\\",\\n \\\"precipitation\\\": 0.3,\\n \\\"temp_max\\\": 13.3,\\n \\\"temp_min\\\": 7.2,\\n \\\"wind\\\": 1.6,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2013-03-28T00:00:00\\\",\\n \\\"precipitation\\\": 2,\\n \\\"temp_max\\\": 16.1,\\n \\\"temp_min\\\": 8.3,\\n \\\"wind\\\": 1.3,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2013-03-29T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 18.3,\\n \\\"temp_min\\\": 7.8,\\n \\\"wind\\\": 2.5,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2013-03-30T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 20,\\n \\\"temp_min\\\": 5.6,\\n \\\"wind\\\": 4.4,\\n \\\"weather\\\": \\\"drizzle\\\"\\n },\\n {\\n \\\"date\\\": \\\"2013-03-31T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 20.6,\\n \\\"temp_min\\\": 6.7,\\n \\\"wind\\\": 2.9,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2013-04-01T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 17.2,\\n \\\"temp_min\\\": 8.3,\\n \\\"wind\\\": 3.6,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2013-04-02T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 13.9,\\n \\\"temp_min\\\": 8.9,\\n \\\"wind\\\": 2.2,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2013-04-03T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 16.7,\\n \\\"temp_min\\\": 7.8,\\n \\\"wind\\\": 1.6,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2013-04-04T00:00:00\\\",\\n \\\"precipitation\\\": 8.4,\\n \\\"temp_max\\\": 14.4,\\n \\\"temp_min\\\": 10,\\n \\\"wind\\\": 3,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2013-04-05T00:00:00\\\",\\n \\\"precipitation\\\": 18.5,\\n \\\"temp_max\\\": 13.9,\\n \\\"temp_min\\\": 10,\\n \\\"wind\\\": 5.6,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2013-04-06T00:00:00\\\",\\n \\\"precipitation\\\": 12.7,\\n \\\"temp_max\\\": 12.2,\\n \\\"temp_min\\\": 7.2,\\n \\\"wind\\\": 5,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2013-04-07T00:00:00\\\",\\n \\\"precipitation\\\": 39.1,\\n \\\"temp_max\\\": 8.3,\\n \\\"temp_min\\\": 5,\\n \\\"wind\\\": 3.9,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2013-04-08T00:00:00\\\",\\n \\\"precipitation\\\": 0.8,\\n \\\"temp_max\\\": 13.3,\\n \\\"temp_min\\\": 6.1,\\n \\\"wind\\\": 3.1,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2013-04-09T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 12.2,\\n \\\"temp_min\\\": 6.1,\\n \\\"wind\\\": 2.4,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2013-04-10T00:00:00\\\",\\n \\\"precipitation\\\": 9.4,\\n \\\"temp_max\\\": 15,\\n \\\"temp_min\\\": 8.9,\\n \\\"wind\\\": 6.4,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2013-04-11T00:00:00\\\",\\n \\\"precipitation\\\": 1.5,\\n \\\"temp_max\\\": 12.2,\\n \\\"temp_min\\\": 6.7,\\n \\\"wind\\\": 3.8,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2013-04-12T00:00:00\\\",\\n \\\"precipitation\\\": 9.7,\\n \\\"temp_max\\\": 7.8,\\n \\\"temp_min\\\": 4.4,\\n \\\"wind\\\": 4.6,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2013-04-13T00:00:00\\\",\\n \\\"precipitation\\\": 9.4,\\n \\\"temp_max\\\": 10.6,\\n \\\"temp_min\\\": 3.3,\\n \\\"wind\\\": 5.7,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2013-04-14T00:00:00\\\",\\n \\\"precipitation\\\": 5.8,\\n \\\"temp_max\\\": 12.8,\\n \\\"temp_min\\\": 4.4,\\n \\\"wind\\\": 2.3,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2013-04-15T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 13.9,\\n \\\"temp_min\\\": 4.4,\\n \\\"wind\\\": 2.4,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2013-04-16T00:00:00\\\",\\n \\\"precipitation\\\": 0.3,\\n \\\"temp_max\\\": 13.9,\\n \\\"temp_min\\\": 3.3,\\n \\\"wind\\\": 2.6,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2013-04-17T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 15,\\n \\\"temp_min\\\": 3.9,\\n \\\"wind\\\": 3.3,\\n \\\"weather\\\": \\\"drizzle\\\"\\n },\\n {\\n \\\"date\\\": \\\"2013-04-18T00:00:00\\\",\\n \\\"precipitation\\\": 5.3,\\n \\\"temp_max\\\": 11.7,\\n \\\"temp_min\\\": 6.7,\\n \\\"wind\\\": 4,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2013-04-19T00:00:00\\\",\\n \\\"precipitation\\\": 20.6,\\n \\\"temp_max\\\": 13.3,\\n \\\"temp_min\\\": 9.4,\\n \\\"wind\\\": 4.9,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2013-04-20T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 13.9,\\n \\\"temp_min\\\": 8.3,\\n \\\"wind\\\": 5.8,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2013-04-21T00:00:00\\\",\\n \\\"precipitation\\\": 3.3,\\n \\\"temp_max\\\": 12.2,\\n \\\"temp_min\\\": 6.7,\\n \\\"wind\\\": 4.1,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2013-04-22T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 16.1,\\n \\\"temp_min\\\": 5,\\n \\\"wind\\\": 4.3,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2013-04-23T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 17.8,\\n \\\"temp_min\\\": 3.9,\\n \\\"wind\\\": 2.8,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2013-04-24T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 21.1,\\n \\\"temp_min\\\": 6.1,\\n \\\"wind\\\": 3,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2013-04-25T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 21.7,\\n \\\"temp_min\\\": 6.7,\\n \\\"wind\\\": 1.1,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2013-04-26T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 20.6,\\n \\\"temp_min\\\": 8.3,\\n \\\"wind\\\": 2.2,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2013-04-27T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 13.9,\\n \\\"temp_min\\\": 10.6,\\n \\\"wind\\\": 5.9,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2013-04-28T00:00:00\\\",\\n \\\"precipitation\\\": 1,\\n \\\"temp_max\\\": 15,\\n \\\"temp_min\\\": 9.4,\\n \\\"wind\\\": 5.2,\\n \\\"weather\\\": \\\"drizzle\\\"\\n },\\n {\\n \\\"date\\\": \\\"2013-04-29T00:00:00\\\",\\n \\\"precipitation\\\": 3.8,\\n \\\"temp_max\\\": 13.9,\\n \\\"temp_min\\\": 6.7,\\n \\\"wind\\\": 4.2,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2013-04-30T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 12.8,\\n \\\"temp_min\\\": 4.4,\\n \\\"wind\\\": 2.4,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2013-05-01T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 18.3,\\n \\\"temp_min\\\": 3.3,\\n \\\"wind\\\": 3.1,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2013-05-02T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 20.6,\\n \\\"temp_min\\\": 6.7,\\n \\\"wind\\\": 4,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2013-05-03T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 21.7,\\n \\\"temp_min\\\": 9.4,\\n \\\"wind\\\": 4.9,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2013-05-04T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 25,\\n \\\"temp_min\\\": 11.1,\\n \\\"wind\\\": 6.5,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2013-05-05T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 28.9,\\n \\\"temp_min\\\": 11.7,\\n \\\"wind\\\": 5.3,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2013-05-06T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 30.6,\\n \\\"temp_min\\\": 12.2,\\n \\\"wind\\\": 2,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2013-05-07T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 20.6,\\n \\\"temp_min\\\": 11.1,\\n \\\"wind\\\": 3.3,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2013-05-08T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 19.4,\\n \\\"temp_min\\\": 11.1,\\n \\\"wind\\\": 1.9,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2013-05-09T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 22.8,\\n \\\"temp_min\\\": 10,\\n \\\"wind\\\": 1.3,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2013-05-10T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 26.1,\\n \\\"temp_min\\\": 9.4,\\n \\\"wind\\\": 1,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2013-05-11T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 27.2,\\n \\\"temp_min\\\": 12.2,\\n \\\"wind\\\": 2.6,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2013-05-12T00:00:00\\\",\\n \\\"precipitation\\\": 6.6,\\n \\\"temp_max\\\": 21.7,\\n \\\"temp_min\\\": 13.9,\\n \\\"wind\\\": 3.9,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2013-05-13T00:00:00\\\",\\n \\\"precipitation\\\": 3.3,\\n \\\"temp_max\\\": 18.9,\\n \\\"temp_min\\\": 9.4,\\n \\\"wind\\\": 5,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2013-05-14T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 18.3,\\n \\\"temp_min\\\": 7.8,\\n \\\"wind\\\": 2.4,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2013-05-15T00:00:00\\\",\\n \\\"precipitation\\\": 1,\\n \\\"temp_max\\\": 17.2,\\n \\\"temp_min\\\": 8.9,\\n \\\"wind\\\": 2.3,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2013-05-16T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 21.7,\\n \\\"temp_min\\\": 12.2,\\n \\\"wind\\\": 2.7,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2013-05-17T00:00:00\\\",\\n \\\"precipitation\\\": 0.5,\\n \\\"temp_max\\\": 17.2,\\n \\\"temp_min\\\": 11.7,\\n \\\"wind\\\": 3.7,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2013-05-18T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 16.7,\\n \\\"temp_min\\\": 11.1,\\n \\\"wind\\\": 2.9,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2013-05-19T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 18.3,\\n \\\"temp_min\\\": 10.6,\\n \\\"wind\\\": 2.3,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2013-05-20T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 19.4,\\n \\\"temp_min\\\": 9.4,\\n \\\"wind\\\": 1.8,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2013-05-21T00:00:00\\\",\\n \\\"precipitation\\\": 13.7,\\n \\\"temp_max\\\": 15.6,\\n \\\"temp_min\\\": 8.3,\\n \\\"wind\\\": 4.8,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2013-05-22T00:00:00\\\",\\n \\\"precipitation\\\": 13.7,\\n \\\"temp_max\\\": 11.1,\\n \\\"temp_min\\\": 7.2,\\n \\\"wind\\\": 3,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2013-05-23T00:00:00\\\",\\n \\\"precipitation\\\": 4.1,\\n \\\"temp_max\\\": 12.2,\\n \\\"temp_min\\\": 6.7,\\n \\\"wind\\\": 1.9,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2013-05-24T00:00:00\\\",\\n \\\"precipitation\\\": 0.3,\\n \\\"temp_max\\\": 16.7,\\n \\\"temp_min\\\": 8.9,\\n \\\"wind\\\": 2.7,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n 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\\\"date\\\": \\\"2013-08-10T00:00:00\\\",\\n \\\"precipitation\\\": 2.3,\\n \\\"temp_max\\\": 25.6,\\n \\\"temp_min\\\": 15,\\n \\\"wind\\\": 2.9,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2013-08-11T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 25,\\n \\\"temp_min\\\": 14.4,\\n \\\"wind\\\": 2.9,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2013-08-12T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 25.6,\\n \\\"temp_min\\\": 16.1,\\n \\\"wind\\\": 1.9,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2013-08-13T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 27.8,\\n \\\"temp_min\\\": 15,\\n \\\"wind\\\": 1.8,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2013-08-14T00:00:00\\\",\\n \\\"precipitation\\\": 0.8,\\n \\\"temp_max\\\": 27.2,\\n \\\"temp_min\\\": 15,\\n \\\"wind\\\": 2,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": 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\\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2013-09-15T00:00:00\\\",\\n \\\"precipitation\\\": 3.3,\\n \\\"temp_max\\\": 18.9,\\n \\\"temp_min\\\": 14.4,\\n \\\"wind\\\": 2.2,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2013-09-16T00:00:00\\\",\\n \\\"precipitation\\\": 0.3,\\n \\\"temp_max\\\": 21.7,\\n \\\"temp_min\\\": 15,\\n \\\"wind\\\": 4.3,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2013-09-17T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 17.8,\\n \\\"temp_min\\\": 13.9,\\n \\\"wind\\\": 2.3,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2013-09-18T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 21.1,\\n \\\"temp_min\\\": 13.3,\\n \\\"wind\\\": 2.5,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2013-09-19T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 25.6,\\n \\\"temp_min\\\": 10,\\n \\\"wind\\\": 1.5,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n 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\\\"2013-10-05T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 20,\\n \\\"temp_min\\\": 8.3,\\n \\\"wind\\\": 1.6,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2013-10-06T00:00:00\\\",\\n \\\"precipitation\\\": 4.1,\\n \\\"temp_max\\\": 22.8,\\n \\\"temp_min\\\": 7.8,\\n \\\"wind\\\": 2.6,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2013-10-07T00:00:00\\\",\\n \\\"precipitation\\\": 0.5,\\n \\\"temp_max\\\": 16.1,\\n \\\"temp_min\\\": 11.7,\\n \\\"wind\\\": 6.3,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2013-10-08T00:00:00\\\",\\n \\\"precipitation\\\": 6.9,\\n \\\"temp_max\\\": 13.9,\\n \\\"temp_min\\\": 7.8,\\n \\\"wind\\\": 3,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2013-10-09T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 15,\\n \\\"temp_min\\\": 5.6,\\n \\\"wind\\\": 1.6,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2013-10-10T00:00:00\\\",\\n \\\"precipitation\\\": 1,\\n \\\"temp_max\\\": 14.4,\\n \\\"temp_min\\\": 8.3,\\n \\\"wind\\\": 1.7,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2013-10-11T00:00:00\\\",\\n \\\"precipitation\\\": 9.1,\\n \\\"temp_max\\\": 13.9,\\n \\\"temp_min\\\": 10.6,\\n \\\"wind\\\": 1,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2013-10-12T00:00:00\\\",\\n \\\"precipitation\\\": 1,\\n \\\"temp_max\\\": 14.4,\\n \\\"temp_min\\\": 8.9,\\n \\\"wind\\\": 2.2,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2013-10-13T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 15,\\n \\\"temp_min\\\": 6.7,\\n \\\"wind\\\": 1.8,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2013-10-14T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 15.6,\\n \\\"temp_min\\\": 3.9,\\n \\\"wind\\\": 1.6,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2013-10-15T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 15.6,\\n \\\"temp_min\\\": 5,\\n \\\"wind\\\": 0.9,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2013-10-16T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 12.8,\\n \\\"temp_min\\\": 8.9,\\n \\\"wind\\\": 2.7,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2013-10-17T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 14.4,\\n \\\"temp_min\\\": 8.9,\\n \\\"wind\\\": 1.7,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2013-10-18T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 12.8,\\n \\\"temp_min\\\": 7.2,\\n \\\"wind\\\": 1.2,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2013-10-19T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 10.6,\\n \\\"temp_min\\\": 7.8,\\n \\\"wind\\\": 1.4,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2013-10-20T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 10.6,\\n \\\"temp_min\\\": 7.8,\\n \\\"wind\\\": 2.4,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2013-10-21T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 11.7,\\n \\\"temp_min\\\": 8.3,\\n \\\"wind\\\": 2.5,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2013-10-22T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 14.4,\\n \\\"temp_min\\\": 7.2,\\n \\\"wind\\\": 1.9,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2013-10-23T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 12.8,\\n \\\"temp_min\\\": 6.1,\\n \\\"wind\\\": 0.4,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2013-10-24T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 10,\\n \\\"temp_min\\\": 6.1,\\n \\\"wind\\\": 0.6,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2013-10-25T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 12.2,\\n \\\"temp_min\\\": 7.8,\\n 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\\\"2013-11-15T00:00:00\\\",\\n \\\"precipitation\\\": 3,\\n \\\"temp_max\\\": 10.6,\\n \\\"temp_min\\\": 7.2,\\n \\\"wind\\\": 6,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2013-11-16T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 10,\\n \\\"temp_min\\\": 5,\\n \\\"wind\\\": 4.6,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2013-11-17T00:00:00\\\",\\n \\\"precipitation\\\": 5.3,\\n \\\"temp_max\\\": 11.7,\\n \\\"temp_min\\\": 7.2,\\n \\\"wind\\\": 5.4,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2013-11-18T00:00:00\\\",\\n \\\"precipitation\\\": 26.2,\\n \\\"temp_max\\\": 12.8,\\n \\\"temp_min\\\": 9.4,\\n \\\"wind\\\": 3.9,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2013-11-19T00:00:00\\\",\\n \\\"precipitation\\\": 1,\\n \\\"temp_max\\\": 13.3,\\n \\\"temp_min\\\": 4.4,\\n \\\"wind\\\": 5.1,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2013-11-20T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 7.8,\\n \\\"temp_min\\\": 1.7,\\n \\\"wind\\\": 4.3,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2013-11-21T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 7.8,\\n \\\"temp_min\\\": -0.5,\\n \\\"wind\\\": 3.6,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2013-11-22T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 9.4,\\n \\\"temp_min\\\": 0,\\n \\\"wind\\\": 4.6,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2013-11-23T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 11.1,\\n \\\"temp_min\\\": 1.1,\\n \\\"wind\\\": 2.6,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2013-11-24T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 11.7,\\n \\\"temp_min\\\": 0.6,\\n \\\"wind\\\": 0.9,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2013-11-25T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 12.2,\\n \\\"temp_min\\\": 2.2,\\n \\\"wind\\\": 0.5,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2013-11-26T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 12.2,\\n \\\"temp_min\\\": 2.8,\\n \\\"wind\\\": 1,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2013-11-27T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 14.4,\\n \\\"temp_min\\\": 5.6,\\n \\\"wind\\\": 1.3,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2013-11-28T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 11.7,\\n \\\"temp_min\\\": 3.3,\\n \\\"wind\\\": 0.7,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2013-11-29T00:00:00\\\",\\n \\\"precipitation\\\": 0.5,\\n \\\"temp_max\\\": 9.4,\\n \\\"temp_min\\\": 5,\\n \\\"wind\\\": 2.1,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2013-11-30T00:00:00\\\",\\n \\\"precipitation\\\": 2.3,\\n \\\"temp_max\\\": 11.1,\\n \\\"temp_min\\\": 7.2,\\n \\\"wind\\\": 3.9,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2013-12-01T00:00:00\\\",\\n \\\"precipitation\\\": 3,\\n \\\"temp_max\\\": 13.3,\\n \\\"temp_min\\\": 7.8,\\n \\\"wind\\\": 8.8,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2013-12-02T00:00:00\\\",\\n \\\"precipitation\\\": 4.6,\\n \\\"temp_max\\\": 7.8,\\n \\\"temp_min\\\": 1.7,\\n \\\"wind\\\": 3.5,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2013-12-03T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 5,\\n \\\"temp_min\\\": -0.5,\\n \\\"wind\\\": 5.6,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2013-12-04T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 4.4,\\n \\\"temp_min\\\": -2.1,\\n \\\"wind\\\": 1.6,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2013-12-05T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 1.1,\\n \\\"temp_min\\\": -4.9,\\n \\\"wind\\\": 2.6,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2013-12-06T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 1.1,\\n \\\"temp_min\\\": -4.3,\\n \\\"wind\\\": 4.7,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2013-12-07T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 0,\\n \\\"temp_min\\\": -7.1,\\n \\\"wind\\\": 3.1,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2013-12-08T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 2.2,\\n \\\"temp_min\\\": -6.6,\\n \\\"wind\\\": 2.2,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2013-12-09T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 1.1,\\n \\\"temp_min\\\": -4.9,\\n \\\"wind\\\": 1.3,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2013-12-10T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 5.6,\\n \\\"temp_min\\\": 0.6,\\n \\\"wind\\\": 1.5,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2013-12-11T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 5,\\n \\\"temp_min\\\": -1.6,\\n \\\"wind\\\": 0.8,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2013-12-12T00:00:00\\\",\\n \\\"precipitation\\\": 6.9,\\n \\\"temp_max\\\": 5.6,\\n \\\"temp_min\\\": -0.5,\\n \\\"wind\\\": 2.3,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2013-12-13T00:00:00\\\",\\n \\\"precipitation\\\": 0.5,\\n \\\"temp_max\\\": 9.4,\\n \\\"temp_min\\\": 5.6,\\n \\\"wind\\\": 2.9,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2013-12-14T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 9.4,\\n \\\"temp_min\\\": 6.1,\\n \\\"wind\\\": 3.7,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2013-12-15T00:00:00\\\",\\n \\\"precipitation\\\": 1.3,\\n \\\"temp_max\\\": 11.7,\\n \\\"temp_min\\\": 8.3,\\n \\\"wind\\\": 3.9,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2013-12-16T00:00:00\\\",\\n \\\"precipitation\\\": 0.3,\\n \\\"temp_max\\\": 10,\\n \\\"temp_min\\\": 4.4,\\n \\\"wind\\\": 1,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2013-12-17T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 8.3,\\n \\\"temp_min\\\": 4.4,\\n \\\"wind\\\": 2.7,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2013-12-18T00:00:00\\\",\\n \\\"precipitation\\\": 1.3,\\n \\\"temp_max\\\": 7.8,\\n \\\"temp_min\\\": 2.2,\\n \\\"wind\\\": 2.8,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2013-12-19T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 5,\\n \\\"temp_min\\\": 0,\\n \\\"wind\\\": 2.1,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2013-12-20T00:00:00\\\",\\n \\\"precipitation\\\": 5.6,\\n \\\"temp_max\\\": 8.3,\\n \\\"temp_min\\\": 0.6,\\n \\\"wind\\\": 3.7,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2013-12-21T00:00:00\\\",\\n \\\"precipitation\\\": 5.6,\\n \\\"temp_max\\\": 8.9,\\n \\\"temp_min\\\": 5.6,\\n \\\"wind\\\": 2.3,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2013-12-22T00:00:00\\\",\\n \\\"precipitation\\\": 10.7,\\n \\\"temp_max\\\": 10.6,\\n \\\"temp_min\\\": 8.3,\\n \\\"wind\\\": 4,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2013-12-23T00:00:00\\\",\\n \\\"precipitation\\\": 1.5,\\n \\\"temp_max\\\": 11.7,\\n \\\"temp_min\\\": 6.1,\\n \\\"wind\\\": 5.9,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2013-12-24T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 8.3,\\n \\\"temp_min\\\": 2.8,\\n \\\"wind\\\": 1.7,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2013-12-25T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 6.7,\\n \\\"temp_min\\\": 1.7,\\n \\\"wind\\\": 0.8,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2013-12-26T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 6.7,\\n \\\"temp_min\\\": 0.6,\\n \\\"wind\\\": 0.5,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2013-12-27T00:00:00\\\",\\n \\\"precipitation\\\": 0.3,\\n \\\"temp_max\\\": 8.9,\\n \\\"temp_min\\\": 0,\\n \\\"wind\\\": 2.1,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2013-12-28T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 9.4,\\n \\\"temp_min\\\": 3.3,\\n \\\"wind\\\": 1.3,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2013-12-29T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 7.2,\\n \\\"temp_min\\\": 1.7,\\n \\\"wind\\\": 1.1,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2013-12-30T00:00:00\\\",\\n \\\"precipitation\\\": 0.3,\\n \\\"temp_max\\\": 8.9,\\n \\\"temp_min\\\": 4.4,\\n \\\"wind\\\": 2.6,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2013-12-31T00:00:00\\\",\\n \\\"precipitation\\\": 0.5,\\n \\\"temp_max\\\": 8.3,\\n \\\"temp_min\\\": 5,\\n \\\"wind\\\": 1.7,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-01-01T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 7.2,\\n \\\"temp_min\\\": 3.3,\\n \\\"wind\\\": 1.2,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-01-02T00:00:00\\\",\\n \\\"precipitation\\\": 4.1,\\n \\\"temp_max\\\": 10.6,\\n \\\"temp_min\\\": 6.1,\\n \\\"wind\\\": 3.2,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-01-03T00:00:00\\\",\\n \\\"precipitation\\\": 1.5,\\n \\\"temp_max\\\": 8.9,\\n \\\"temp_min\\\": 2.8,\\n \\\"wind\\\": 2.6,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-01-04T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 7.8,\\n \\\"temp_min\\\": 0.6,\\n \\\"wind\\\": 2.7,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-01-05T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 8.3,\\n \\\"temp_min\\\": -0.5,\\n \\\"wind\\\": 3.7,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-01-06T00:00:00\\\",\\n \\\"precipitation\\\": 0.3,\\n \\\"temp_max\\\": 7.8,\\n \\\"temp_min\\\": -0.5,\\n \\\"wind\\\": 2.6,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-01-07T00:00:00\\\",\\n \\\"precipitation\\\": 12.2,\\n \\\"temp_max\\\": 8.3,\\n \\\"temp_min\\\": 5,\\n \\\"wind\\\": 1.6,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-01-08T00:00:00\\\",\\n \\\"precipitation\\\": 9.7,\\n \\\"temp_max\\\": 10,\\n \\\"temp_min\\\": 7.2,\\n \\\"wind\\\": 4.6,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-01-09T00:00:00\\\",\\n \\\"precipitation\\\": 5.8,\\n \\\"temp_max\\\": 9.4,\\n \\\"temp_min\\\": 5.6,\\n \\\"wind\\\": 6.3,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-01-10T00:00:00\\\",\\n \\\"precipitation\\\": 4.3,\\n \\\"temp_max\\\": 12.8,\\n \\\"temp_min\\\": 8.3,\\n \\\"wind\\\": 7,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-01-11T00:00:00\\\",\\n \\\"precipitation\\\": 21.3,\\n \\\"temp_max\\\": 14.4,\\n \\\"temp_min\\\": 7.2,\\n \\\"wind\\\": 8.8,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-01-12T00:00:00\\\",\\n \\\"precipitation\\\": 1.5,\\n \\\"temp_max\\\": 11.1,\\n \\\"temp_min\\\": 5.6,\\n \\\"wind\\\": 8.1,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-01-13T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 10.6,\\n \\\"temp_min\\\": 10,\\n \\\"wind\\\": 7.1,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-01-14T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 11.1,\\n \\\"temp_min\\\": 7.2,\\n \\\"wind\\\": 1.3,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-01-15T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 11.1,\\n \\\"temp_min\\\": 5.6,\\n \\\"wind\\\": 2.5,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-01-16T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 6.7,\\n \\\"temp_min\\\": 4.4,\\n \\\"wind\\\": 2.7,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-01-17T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 5.6,\\n \\\"temp_min\\\": 2.8,\\n \\\"wind\\\": 2.3,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-01-18T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 9.4,\\n \\\"temp_min\\\": 0.6,\\n \\\"wind\\\": 2.2,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-01-19T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 6.1,\\n \\\"temp_min\\\": 3.3,\\n \\\"wind\\\": 2.5,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-01-20T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 10,\\n \\\"temp_min\\\": 2.8,\\n \\\"wind\\\": 2.2,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-01-21T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 10,\\n \\\"temp_min\\\": 1.7,\\n \\\"wind\\\": 1.5,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-01-22T00:00:00\\\",\\n \\\"precipitation\\\": 0.5,\\n \\\"temp_max\\\": 9.4,\\n \\\"temp_min\\\": 5.6,\\n \\\"wind\\\": 2.6,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-01-23T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 10,\\n \\\"temp_min\\\": 2.8,\\n \\\"wind\\\": 5.2,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-01-24T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 12.8,\\n \\\"temp_min\\\": 1.1,\\n \\\"wind\\\": 1.9,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-01-25T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 12.2,\\n \\\"temp_min\\\": 1.1,\\n \\\"wind\\\": 0.8,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-01-26T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 8.3,\\n \\\"temp_min\\\": 0.6,\\n \\\"wind\\\": 1.3,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-01-27T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 9.4,\\n \\\"temp_min\\\": 1.7,\\n \\\"wind\\\": 1.3,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-01-28T00:00:00\\\",\\n \\\"precipitation\\\": 8.9,\\n \\\"temp_max\\\": 11.1,\\n \\\"temp_min\\\": 6.1,\\n \\\"wind\\\": 1.6,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-01-29T00:00:00\\\",\\n \\\"precipitation\\\": 21.6,\\n \\\"temp_max\\\": 11.1,\\n \\\"temp_min\\\": 7.2,\\n \\\"wind\\\": 3.4,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-01-30T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 8.3,\\n \\\"temp_min\\\": 6.1,\\n \\\"wind\\\": 6.4,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-01-31T00:00:00\\\",\\n \\\"precipitation\\\": 2.3,\\n \\\"temp_max\\\": 7.8,\\n \\\"temp_min\\\": 5.6,\\n \\\"wind\\\": 2.6,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-02-01T00:00:00\\\",\\n \\\"precipitation\\\": 2,\\n \\\"temp_max\\\": 7.8,\\n \\\"temp_min\\\": 2.8,\\n \\\"wind\\\": 0.8,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-02-02T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 8.9,\\n \\\"temp_min\\\": 1.1,\\n \\\"wind\\\": 2.5,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-02-03T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 5,\\n \\\"temp_min\\\": 0,\\n \\\"wind\\\": 4.3,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-02-04T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 2.8,\\n \\\"temp_min\\\": -2.1,\\n \\\"wind\\\": 4.7,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-02-05T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": -0.5,\\n \\\"temp_min\\\": -5.5,\\n \\\"wind\\\": 6.6,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-02-06T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": -1.6,\\n \\\"temp_min\\\": -6,\\n \\\"wind\\\": 4.5,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-02-07T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 3.3,\\n \\\"temp_min\\\": -4.9,\\n \\\"wind\\\": 4.2,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-02-08T00:00:00\\\",\\n \\\"precipitation\\\": 5.1,\\n \\\"temp_max\\\": 5.6,\\n \\\"temp_min\\\": -0.5,\\n \\\"wind\\\": 4.6,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-02-09T00:00:00\\\",\\n \\\"precipitation\\\": 0.5,\\n \\\"temp_max\\\": 3.9,\\n \\\"temp_min\\\": 0,\\n \\\"wind\\\": 2.4,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-02-10T00:00:00\\\",\\n \\\"precipitation\\\": 18.3,\\n \\\"temp_max\\\": 10,\\n \\\"temp_min\\\": 2.2,\\n \\\"wind\\\": 4.7,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-02-11T00:00:00\\\",\\n \\\"precipitation\\\": 17,\\n \\\"temp_max\\\": 12.2,\\n \\\"temp_min\\\": 5.6,\\n \\\"wind\\\": 3.8,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-02-12T00:00:00\\\",\\n \\\"precipitation\\\": 4.6,\\n \\\"temp_max\\\": 12.2,\\n \\\"temp_min\\\": 7.2,\\n \\\"wind\\\": 6.4,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-02-13T00:00:00\\\",\\n \\\"precipitation\\\": 1.8,\\n \\\"temp_max\\\": 12.8,\\n \\\"temp_min\\\": 7.8,\\n \\\"wind\\\": 6.3,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-02-14T00:00:00\\\",\\n \\\"precipitation\\\": 9.4,\\n \\\"temp_max\\\": 11.7,\\n \\\"temp_min\\\": 6.1,\\n \\\"wind\\\": 6.4,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-02-15T00:00:00\\\",\\n \\\"precipitation\\\": 11.7,\\n \\\"temp_max\\\": 11.1,\\n \\\"temp_min\\\": 5,\\n \\\"wind\\\": 5.1,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-02-16T00:00:00\\\",\\n \\\"precipitation\\\": 26.4,\\n \\\"temp_max\\\": 9.4,\\n \\\"temp_min\\\": 3.9,\\n \\\"wind\\\": 7.9,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-02-17T00:00:00\\\",\\n \\\"precipitation\\\": 14.5,\\n \\\"temp_max\\\": 8.3,\\n \\\"temp_min\\\": 4.4,\\n \\\"wind\\\": 5.5,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-02-18T00:00:00\\\",\\n \\\"precipitation\\\": 15.2,\\n \\\"temp_max\\\": 8.9,\\n \\\"temp_min\\\": 5,\\n \\\"wind\\\": 6.2,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-02-19T00:00:00\\\",\\n \\\"precipitation\\\": 1,\\n \\\"temp_max\\\": 8.3,\\n \\\"temp_min\\\": 3.9,\\n \\\"wind\\\": 6,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-02-20T00:00:00\\\",\\n \\\"precipitation\\\": 3,\\n \\\"temp_max\\\": 10,\\n \\\"temp_min\\\": 5.6,\\n \\\"wind\\\": 6.9,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-02-21T00:00:00\\\",\\n \\\"precipitation\\\": 2.8,\\n \\\"temp_max\\\": 6.7,\\n \\\"temp_min\\\": 3.9,\\n \\\"wind\\\": 2.9,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-02-22T00:00:00\\\",\\n \\\"precipitation\\\": 2.5,\\n \\\"temp_max\\\": 5.6,\\n \\\"temp_min\\\": 2.8,\\n \\\"wind\\\": 3.1,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-02-23T00:00:00\\\",\\n \\\"precipitation\\\": 6.1,\\n \\\"temp_max\\\": 7.2,\\n \\\"temp_min\\\": 3.9,\\n \\\"wind\\\": 2.6,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-02-24T00:00:00\\\",\\n \\\"precipitation\\\": 13,\\n \\\"temp_max\\\": 6.7,\\n \\\"temp_min\\\": 3.3,\\n \\\"wind\\\": 3.2,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-02-25T00:00:00\\\",\\n \\\"precipitation\\\": 0.3,\\n \\\"temp_max\\\": 12.2,\\n \\\"temp_min\\\": 3.9,\\n \\\"wind\\\": 4.5,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-02-26T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 13.9,\\n \\\"temp_min\\\": 5.6,\\n \\\"wind\\\": 2.5,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-02-27T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 12.8,\\n \\\"temp_min\\\": 4.4,\\n \\\"wind\\\": 2.3,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-02-28T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 14.4,\\n \\\"temp_min\\\": 4.4,\\n \\\"wind\\\": 5.9,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-03-01T00:00:00\\\",\\n \\\"precipitation\\\": 0.5,\\n \\\"temp_max\\\": 7.2,\\n \\\"temp_min\\\": 4.4,\\n \\\"wind\\\": 4.7,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-03-02T00:00:00\\\",\\n \\\"precipitation\\\": 19.1,\\n \\\"temp_max\\\": 11.1,\\n \\\"temp_min\\\": 2.8,\\n \\\"wind\\\": 5.7,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-03-03T00:00:00\\\",\\n \\\"precipitation\\\": 10.7,\\n \\\"temp_max\\\": 14.4,\\n \\\"temp_min\\\": 8.9,\\n \\\"wind\\\": 5.1,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-03-04T00:00:00\\\",\\n \\\"precipitation\\\": 16.5,\\n \\\"temp_max\\\": 13.9,\\n \\\"temp_min\\\": 7.8,\\n \\\"wind\\\": 3.9,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-03-05T00:00:00\\\",\\n \\\"precipitation\\\": 46.7,\\n \\\"temp_max\\\": 15.6,\\n \\\"temp_min\\\": 10.6,\\n \\\"wind\\\": 3.9,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-03-06T00:00:00\\\",\\n \\\"precipitation\\\": 3,\\n \\\"temp_max\\\": 13.3,\\n \\\"temp_min\\\": 10,\\n \\\"wind\\\": 6.2,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-03-07T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 15.6,\\n \\\"temp_min\\\": 8.9,\\n \\\"wind\\\": 4.2,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-03-08T00:00:00\\\",\\n \\\"precipitation\\\": 32.3,\\n \\\"temp_max\\\": 12.8,\\n \\\"temp_min\\\": 6.7,\\n \\\"wind\\\": 2.7,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-03-09T00:00:00\\\",\\n \\\"precipitation\\\": 4.3,\\n \\\"temp_max\\\": 15,\\n \\\"temp_min\\\": 9.4,\\n \\\"wind\\\": 4.3,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-03-10T00:00:00\\\",\\n \\\"precipitation\\\": 18.8,\\n \\\"temp_max\\\": 12.2,\\n \\\"temp_min\\\": 6.1,\\n \\\"wind\\\": 2.2,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-03-11T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 14.4,\\n \\\"temp_min\\\": 4.4,\\n \\\"wind\\\": 2.3,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-03-12T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 16.1,\\n \\\"temp_min\\\": 3.3,\\n \\\"wind\\\": 1.9,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-03-13T00:00:00\\\",\\n \\\"precipitation\\\": 0.5,\\n \\\"temp_max\\\": 13.9,\\n \\\"temp_min\\\": 5,\\n \\\"wind\\\": 2.5,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-03-14T00:00:00\\\",\\n \\\"precipitation\\\": 6.9,\\n \\\"temp_max\\\": 14.4,\\n \\\"temp_min\\\": 8.3,\\n \\\"wind\\\": 6.1,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-03-15T00:00:00\\\",\\n \\\"precipitation\\\": 8.1,\\n \\\"temp_max\\\": 16.7,\\n \\\"temp_min\\\": 4.4,\\n \\\"wind\\\": 3,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-03-16T00:00:00\\\",\\n \\\"precipitation\\\": 27.7,\\n \\\"temp_max\\\": 10.6,\\n \\\"temp_min\\\": 4.4,\\n \\\"wind\\\": 3.8,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-03-17T00:00:00\\\",\\n \\\"precipitation\\\": 0.3,\\n \\\"temp_max\\\": 10,\\n \\\"temp_min\\\": 2.8,\\n \\\"wind\\\": 3.2,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-03-18T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 10,\\n \\\"temp_min\\\": 3.3,\\n \\\"wind\\\": 1.6,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-03-19T00:00:00\\\",\\n \\\"precipitation\\\": 0.5,\\n \\\"temp_max\\\": 11.1,\\n \\\"temp_min\\\": 3.3,\\n \\\"wind\\\": 5.1,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-03-20T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 11.1,\\n \\\"temp_min\\\": 1.7,\\n \\\"wind\\\": 3,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-03-21T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 10.6,\\n \\\"temp_min\\\": 2.8,\\n \\\"wind\\\": 3.8,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-03-22T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 11.1,\\n \\\"temp_min\\\": 1.1,\\n \\\"wind\\\": 1.8,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-03-23T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 12.8,\\n \\\"temp_min\\\": 4.4,\\n \\\"wind\\\": 3.3,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-03-24T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 18.9,\\n \\\"temp_min\\\": 2.8,\\n \\\"wind\\\": 2.2,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-03-25T00:00:00\\\",\\n \\\"precipitation\\\": 4.1,\\n \\\"temp_max\\\": 13.9,\\n \\\"temp_min\\\": 6.7,\\n \\\"wind\\\": 4.4,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-03-26T00:00:00\\\",\\n \\\"precipitation\\\": 3.6,\\n \\\"temp_max\\\": 11.1,\\n \\\"temp_min\\\": 5.6,\\n \\\"wind\\\": 2.4,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-03-27T00:00:00\\\",\\n \\\"precipitation\\\": 0.3,\\n \\\"temp_max\\\": 12.2,\\n \\\"temp_min\\\": 6.7,\\n \\\"wind\\\": 2.8,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-03-28T00:00:00\\\",\\n \\\"precipitation\\\": 22.1,\\n \\\"temp_max\\\": 11.7,\\n \\\"temp_min\\\": 7.2,\\n \\\"wind\\\": 3.9,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-03-29T00:00:00\\\",\\n \\\"precipitation\\\": 14,\\n \\\"temp_max\\\": 11.7,\\n \\\"temp_min\\\": 7.2,\\n \\\"wind\\\": 5.1,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-03-30T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 11.1,\\n \\\"temp_min\\\": 5,\\n \\\"wind\\\": 5.1,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-03-31T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 15.6,\\n \\\"temp_min\\\": 2.2,\\n \\\"wind\\\": 3.8,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-04-01T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 14.4,\\n \\\"temp_min\\\": 6.7,\\n \\\"wind\\\": 2.8,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-04-02T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 14.4,\\n \\\"temp_min\\\": 5.6,\\n \\\"wind\\\": 4.2,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-04-03T00:00:00\\\",\\n \\\"precipitation\\\": 2.5,\\n \\\"temp_max\\\": 13.3,\\n \\\"temp_min\\\": 6.1,\\n \\\"wind\\\": 3.9,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-04-04T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 12.8,\\n \\\"temp_min\\\": 6.1,\\n \\\"wind\\\": 4.7,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-04-05T00:00:00\\\",\\n \\\"precipitation\\\": 4.6,\\n \\\"temp_max\\\": 11.7,\\n \\\"temp_min\\\": 7.8,\\n \\\"wind\\\": 4.3,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-04-06T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 13.9,\\n \\\"temp_min\\\": 8.3,\\n \\\"wind\\\": 2.6,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-04-07T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 21.1,\\n \\\"temp_min\\\": 9.4,\\n \\\"wind\\\": 2.5,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-04-08T00:00:00\\\",\\n \\\"precipitation\\\": 4.6,\\n \\\"temp_max\\\": 15.6,\\n \\\"temp_min\\\": 8.3,\\n \\\"wind\\\": 4.2,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-04-09T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 14.4,\\n \\\"temp_min\\\": 6.7,\\n \\\"wind\\\": 2.9,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-04-10T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 15,\\n \\\"temp_min\\\": 6.7,\\n \\\"wind\\\": 3.6,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-04-11T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 17.2,\\n \\\"temp_min\\\": 5,\\n \\\"wind\\\": 2.8,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-04-12T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 16.1,\\n \\\"temp_min\\\": 7.8,\\n \\\"wind\\\": 4.4,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-04-13T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 20.6,\\n \\\"temp_min\\\": 5.6,\\n \\\"wind\\\": 3.1,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-04-14T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 20,\\n \\\"temp_min\\\": 5.6,\\n \\\"wind\\\": 2.6,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-04-15T00:00:00\\\",\\n \\\"precipitation\\\": 0.5,\\n \\\"temp_max\\\": 14.4,\\n \\\"temp_min\\\": 7.8,\\n \\\"wind\\\": 4,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-04-16T00:00:00\\\",\\n \\\"precipitation\\\": 10.9,\\n \\\"temp_max\\\": 11.1,\\n \\\"temp_min\\\": 8.9,\\n \\\"wind\\\": 4.6,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-04-17T00:00:00\\\",\\n \\\"precipitation\\\": 18.5,\\n \\\"temp_max\\\": 11.7,\\n \\\"temp_min\\\": 7.2,\\n \\\"wind\\\": 4.7,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-04-18T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 14.4,\\n \\\"temp_min\\\": 5.6,\\n \\\"wind\\\": 3.8,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-04-19T00:00:00\\\",\\n \\\"precipitation\\\": 13.7,\\n \\\"temp_max\\\": 11.7,\\n \\\"temp_min\\\": 5.6,\\n \\\"wind\\\": 4.7,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-04-20T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 15.6,\\n \\\"temp_min\\\": 5.6,\\n \\\"wind\\\": 2.7,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-04-21T00:00:00\\\",\\n \\\"precipitation\\\": 5.1,\\n \\\"temp_max\\\": 17.2,\\n \\\"temp_min\\\": 7.8,\\n \\\"wind\\\": 2.5,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-04-22T00:00:00\\\",\\n \\\"precipitation\\\": 14.2,\\n \\\"temp_max\\\": 12.2,\\n \\\"temp_min\\\": 5,\\n \\\"wind\\\": 4.2,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-04-23T00:00:00\\\",\\n \\\"precipitation\\\": 8.9,\\n \\\"temp_max\\\": 11.7,\\n \\\"temp_min\\\": 6.1,\\n \\\"wind\\\": 5,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-04-24T00:00:00\\\",\\n \\\"precipitation\\\": 12.4,\\n \\\"temp_max\\\": 13.9,\\n \\\"temp_min\\\": 6.1,\\n \\\"wind\\\": 5.3,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-04-25T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 14.4,\\n \\\"temp_min\\\": 5.6,\\n \\\"wind\\\": 2.3,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-04-26T00:00:00\\\",\\n \\\"precipitation\\\": 3.3,\\n \\\"temp_max\\\": 15,\\n \\\"temp_min\\\": 5.6,\\n \\\"wind\\\": 3.9,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-04-27T00:00:00\\\",\\n \\\"precipitation\\\": 6.9,\\n \\\"temp_max\\\": 11.1,\\n \\\"temp_min\\\": 6.1,\\n \\\"wind\\\": 5.8,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-04-28T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 16.1,\\n \\\"temp_min\\\": 4.4,\\n \\\"wind\\\": 2.6,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-04-29T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 25,\\n \\\"temp_min\\\": 9.4,\\n \\\"wind\\\": 2.3,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-04-30T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 27.8,\\n \\\"temp_min\\\": 9.4,\\n \\\"wind\\\": 3.9,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-05-01T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 29.4,\\n \\\"temp_min\\\": 11.1,\\n \\\"wind\\\": 3,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-05-02T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 18.3,\\n \\\"temp_min\\\": 10.6,\\n \\\"wind\\\": 4.7,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-05-03T00:00:00\\\",\\n \\\"precipitation\\\": 33.3,\\n \\\"temp_max\\\": 15,\\n \\\"temp_min\\\": 8.9,\\n \\\"wind\\\": 3.4,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-05-04T00:00:00\\\",\\n \\\"precipitation\\\": 16,\\n \\\"temp_max\\\": 14.4,\\n \\\"temp_min\\\": 8.9,\\n \\\"wind\\\": 4.2,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-05-05T00:00:00\\\",\\n \\\"precipitation\\\": 5.1,\\n \\\"temp_max\\\": 15.6,\\n \\\"temp_min\\\": 9.4,\\n \\\"wind\\\": 3.8,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-05-06T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 16.7,\\n \\\"temp_min\\\": 8.3,\\n \\\"wind\\\": 2.6,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-05-07T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 18.3,\\n \\\"temp_min\\\": 7.2,\\n \\\"wind\\\": 1.7,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-05-08T00:00:00\\\",\\n \\\"precipitation\\\": 13.7,\\n \\\"temp_max\\\": 13.9,\\n \\\"temp_min\\\": 9.4,\\n \\\"wind\\\": 3.4,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-05-09T00:00:00\\\",\\n \\\"precipitation\\\": 2,\\n \\\"temp_max\\\": 13.3,\\n \\\"temp_min\\\": 7.2,\\n \\\"wind\\\": 5.6,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-05-10T00:00:00\\\",\\n \\\"precipitation\\\": 0.5,\\n \\\"temp_max\\\": 15.6,\\n \\\"temp_min\\\": 7.2,\\n \\\"wind\\\": 2.1,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-05-11T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 18.9,\\n \\\"temp_min\\\": 8.3,\\n \\\"wind\\\": 1.7,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-05-12T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 24.4,\\n \\\"temp_min\\\": 9.4,\\n \\\"wind\\\": 2.7,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-05-13T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 26.7,\\n \\\"temp_min\\\": 12.8,\\n \\\"wind\\\": 3.8,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-05-14T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 27.8,\\n \\\"temp_min\\\": 13.3,\\n \\\"wind\\\": 3.3,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-05-15T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 26.7,\\n \\\"temp_min\\\": 12.8,\\n \\\"wind\\\": 3,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-05-16T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 20,\\n \\\"temp_min\\\": 11.7,\\n \\\"wind\\\": 4.1,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-05-17T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 20,\\n \\\"temp_min\\\": 11.7,\\n \\\"wind\\\": 3.2,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-05-18T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 20,\\n \\\"temp_min\\\": 10.6,\\n \\\"wind\\\": 3.2,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-05-19T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 21.1,\\n \\\"temp_min\\\": 10,\\n \\\"wind\\\": 2.2,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-05-20T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 22.2,\\n \\\"temp_min\\\": 10,\\n \\\"wind\\\": 2.7,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-05-21T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 20,\\n \\\"temp_min\\\": 10.6,\\n \\\"wind\\\": 1.7,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-05-22T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 24.4,\\n \\\"temp_min\\\": 11.7,\\n \\\"wind\\\": 2.5,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-05-23T00:00:00\\\",\\n \\\"precipitation\\\": 3.8,\\n \\\"temp_max\\\": 20,\\n \\\"temp_min\\\": 12.8,\\n \\\"wind\\\": 4,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-05-24T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 18.3,\\n \\\"temp_min\\\": 11.1,\\n \\\"wind\\\": 2.4,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-05-25T00:00:00\\\",\\n \\\"precipitation\\\": 5.6,\\n \\\"temp_max\\\": 15,\\n \\\"temp_min\\\": 10.6,\\n \\\"wind\\\": 1.4,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-05-26T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 18.3,\\n \\\"temp_min\\\": 11.1,\\n \\\"wind\\\": 4.5,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-05-27T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 20,\\n \\\"temp_min\\\": 10,\\n \\\"wind\\\": 2.5,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-05-28T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 18.9,\\n \\\"temp_min\\\": 10,\\n \\\"wind\\\": 3.4,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-05-29T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 18.9,\\n \\\"temp_min\\\": 11.1,\\n \\\"wind\\\": 4.3,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-05-30T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 20.6,\\n \\\"temp_min\\\": 8.9,\\n \\\"wind\\\": 4.5,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-05-31T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 23.3,\\n \\\"temp_min\\\": 10,\\n \\\"wind\\\": 2.2,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-06-01T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 22.2,\\n \\\"temp_min\\\": 10.6,\\n \\\"wind\\\": 2.3,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-06-02T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 23.3,\\n \\\"temp_min\\\": 11.1,\\n \\\"wind\\\": 2.4,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-06-03T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 18.3,\\n \\\"temp_min\\\": 11.1,\\n \\\"wind\\\": 3.2,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-06-04T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 19.4,\\n \\\"temp_min\\\": 10,\\n \\\"wind\\\": 2.6,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-06-05T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 22.2,\\n \\\"temp_min\\\": 10,\\n \\\"wind\\\": 2.4,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-06-06T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 25,\\n \\\"temp_min\\\": 10.6,\\n \\\"wind\\\": 3.2,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-06-07T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 24.4,\\n \\\"temp_min\\\": 13.3,\\n \\\"wind\\\": 3.1,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-06-08T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 23.3,\\n \\\"temp_min\\\": 12.2,\\n \\\"wind\\\": 2.1,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-06-09T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 21.1,\\n \\\"temp_min\\\": 13.3,\\n \\\"wind\\\": 3.6,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-06-10T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 20,\\n \\\"temp_min\\\": 12.2,\\n \\\"wind\\\": 2.9,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-06-11T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 23.9,\\n \\\"temp_min\\\": 11.1,\\n \\\"wind\\\": 2.7,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-06-12T00:00:00\\\",\\n \\\"precipitation\\\": 1.8,\\n \\\"temp_max\\\": 21.7,\\n \\\"temp_min\\\": 12.2,\\n \\\"wind\\\": 4,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-06-13T00:00:00\\\",\\n \\\"precipitation\\\": 6.4,\\n \\\"temp_max\\\": 15.6,\\n \\\"temp_min\\\": 11.1,\\n \\\"wind\\\": 5,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-06-14T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 17.8,\\n \\\"temp_min\\\": 11.7,\\n \\\"wind\\\": 3.2,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-06-15T00:00:00\\\",\\n \\\"precipitation\\\": 0.5,\\n \\\"temp_max\\\": 18.3,\\n \\\"temp_min\\\": 10,\\n \\\"wind\\\": 3.6,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-06-16T00:00:00\\\",\\n \\\"precipitation\\\": 3.6,\\n \\\"temp_max\\\": 17.8,\\n \\\"temp_min\\\": 8.9,\\n \\\"wind\\\": 2.4,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-06-17T00:00:00\\\",\\n \\\"precipitation\\\": 1.3,\\n \\\"temp_max\\\": 17.8,\\n \\\"temp_min\\\": 10,\\n \\\"wind\\\": 3,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-06-18T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 18.9,\\n \\\"temp_min\\\": 11.1,\\n \\\"wind\\\": 2.7,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-06-19T00:00:00\\\",\\n \\\"precipitation\\\": 0.8,\\n \\\"temp_max\\\": 25.6,\\n \\\"temp_min\\\": 11.7,\\n \\\"wind\\\": 3.7,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-06-20T00:00:00\\\",\\n \\\"precipitation\\\": 0.3,\\n \\\"temp_max\\\": 20,\\n \\\"temp_min\\\": 10,\\n \\\"wind\\\": 3.4,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-06-21T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 22.2,\\n \\\"temp_min\\\": 10.6,\\n \\\"wind\\\": 3.6,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-06-22T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 25,\\n \\\"temp_min\\\": 11.1,\\n \\\"wind\\\": 2.7,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-06-23T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 25,\\n \\\"temp_min\\\": 13.3,\\n \\\"wind\\\": 2.5,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-06-24T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 24.4,\\n \\\"temp_min\\\": 14.4,\\n \\\"wind\\\": 2.5,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-06-25T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 26.1,\\n \\\"temp_min\\\": 13.9,\\n \\\"wind\\\": 2.4,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-06-26T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 21.1,\\n \\\"temp_min\\\": 14.4,\\n \\\"wind\\\": 4.1,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-06-27T00:00:00\\\",\\n \\\"precipitation\\\": 1.8,\\n \\\"temp_max\\\": 21.1,\\n \\\"temp_min\\\": 13.9,\\n \\\"wind\\\": 4.5,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-06-28T00:00:00\\\",\\n \\\"precipitation\\\": 2.3,\\n \\\"temp_max\\\": 20,\\n \\\"temp_min\\\": 13.3,\\n \\\"wind\\\": 4.3,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-06-29T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 20.6,\\n \\\"temp_min\\\": 12.8,\\n \\\"wind\\\": 3.2,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-06-30T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 25.6,\\n \\\"temp_min\\\": 12.8,\\n \\\"wind\\\": 4.4,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-07-01T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 34.4,\\n \\\"temp_min\\\": 15.6,\\n \\\"wind\\\": 3.5,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-07-02T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 27.2,\\n \\\"temp_min\\\": 14.4,\\n \\\"wind\\\": 3.6,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-07-03T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 21.7,\\n \\\"temp_min\\\": 13.9,\\n \\\"wind\\\": 3.1,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-07-04T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 23.9,\\n \\\"temp_min\\\": 13.9,\\n \\\"wind\\\": 3.6,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-07-05T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 24.4,\\n \\\"temp_min\\\": 13.3,\\n \\\"wind\\\": 2.2,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-07-06T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 28.9,\\n \\\"temp_min\\\": 15,\\n \\\"wind\\\": 3,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-07-07T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 27.2,\\n \\\"temp_min\\\": 17.8,\\n \\\"wind\\\": 4.1,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-07-08T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 30,\\n \\\"temp_min\\\": 15.6,\\n \\\"wind\\\": 3.5,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-07-09T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 26.7,\\n \\\"temp_min\\\": 13.9,\\n \\\"wind\\\": 2.3,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-07-10T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 28.9,\\n \\\"temp_min\\\": 12.8,\\n \\\"wind\\\": 2.2,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-07-11T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 31.1,\\n \\\"temp_min\\\": 15,\\n \\\"wind\\\": 2.2,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-07-12T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 32.2,\\n \\\"temp_min\\\": 16.7,\\n \\\"wind\\\": 2.2,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-07-13T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 29.4,\\n \\\"temp_min\\\": 15,\\n \\\"wind\\\": 2.6,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-07-14T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 27.8,\\n \\\"temp_min\\\": 15,\\n \\\"wind\\\": 2.8,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-07-15T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 31.1,\\n \\\"temp_min\\\": 13.9,\\n \\\"wind\\\": 2.3,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-07-16T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 31.1,\\n \\\"temp_min\\\": 14.4,\\n \\\"wind\\\": 2.4,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-07-17T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 26.7,\\n \\\"temp_min\\\": 13.9,\\n \\\"wind\\\": 3.7,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-07-18T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 23.9,\\n \\\"temp_min\\\": 11.7,\\n \\\"wind\\\": 2.8,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-07-19T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 25.6,\\n \\\"temp_min\\\": 15,\\n \\\"wind\\\": 5.4,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-07-20T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 19.4,\\n \\\"temp_min\\\": 14.4,\\n \\\"wind\\\": 2.8,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-07-21T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 23.9,\\n \\\"temp_min\\\": 13.3,\\n \\\"wind\\\": 2.2,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-07-22T00:00:00\\\",\\n \\\"precipitation\\\": 0.3,\\n \\\"temp_max\\\": 21.1,\\n \\\"temp_min\\\": 13.3,\\n \\\"wind\\\": 1.1,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-07-23T00:00:00\\\",\\n \\\"precipitation\\\": 19.3,\\n \\\"temp_max\\\": 18.9,\\n \\\"temp_min\\\": 13.3,\\n \\\"wind\\\": 3.3,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-07-24T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 20.6,\\n \\\"temp_min\\\": 12.8,\\n \\\"wind\\\": 4.7,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-07-25T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 22.8,\\n \\\"temp_min\\\": 12.2,\\n \\\"wind\\\": 2.7,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-07-26T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 26.1,\\n \\\"temp_min\\\": 13.3,\\n \\\"wind\\\": 3.6,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-07-27T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 28.3,\\n \\\"temp_min\\\": 15,\\n \\\"wind\\\": 4.1,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-07-28T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 30.6,\\n \\\"temp_min\\\": 15,\\n \\\"wind\\\": 3.7,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-07-29T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 30,\\n \\\"temp_min\\\": 15.6,\\n \\\"wind\\\": 2.8,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-07-30T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 29.4,\\n \\\"temp_min\\\": 14.4,\\n \\\"wind\\\": 3.4,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-07-31T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 30.6,\\n \\\"temp_min\\\": 17.8,\\n \\\"wind\\\": 4.1,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-08-01T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 28.9,\\n \\\"temp_min\\\": 15,\\n \\\"wind\\\": 3.3,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-08-02T00:00:00\\\",\\n \\\"precipitation\\\": 0.5,\\n \\\"temp_max\\\": 29.4,\\n \\\"temp_min\\\": 15.6,\\n \\\"wind\\\": 1.7,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-08-03T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 31.7,\\n \\\"temp_min\\\": 14.4,\\n \\\"wind\\\": 2.6,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-08-04T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 32.8,\\n \\\"temp_min\\\": 16.1,\\n \\\"wind\\\": 2.6,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-08-05T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 25,\\n \\\"temp_min\\\": 13.9,\\n \\\"wind\\\": 2.7,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-08-06T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 26.1,\\n \\\"temp_min\\\": 15,\\n \\\"wind\\\": 2.2,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-08-07T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 25.6,\\n \\\"temp_min\\\": 13.3,\\n \\\"wind\\\": 2.4,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-08-08T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 25.6,\\n \\\"temp_min\\\": 13.3,\\n \\\"wind\\\": 2.9,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-08-09T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 27.2,\\n \\\"temp_min\\\": 15.6,\\n \\\"wind\\\": 4.1,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-08-10T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 30.6,\\n \\\"temp_min\\\": 13.9,\\n \\\"wind\\\": 3.4,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-08-11T00:00:00\\\",\\n \\\"precipitation\\\": 0.5,\\n \\\"temp_max\\\": 35.6,\\n \\\"temp_min\\\": 17.8,\\n \\\"wind\\\": 2.6,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-08-12T00:00:00\\\",\\n \\\"precipitation\\\": 12.7,\\n \\\"temp_max\\\": 27.2,\\n \\\"temp_min\\\": 17.2,\\n \\\"wind\\\": 3.1,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-08-13T00:00:00\\\",\\n \\\"precipitation\\\": 21.6,\\n \\\"temp_max\\\": 23.3,\\n \\\"temp_min\\\": 15,\\n \\\"wind\\\": 2.7,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-08-14T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 21.1,\\n \\\"temp_min\\\": 17.2,\\n \\\"wind\\\": 0.6,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-08-15T00:00:00\\\",\\n \\\"precipitation\\\": 1,\\n \\\"temp_max\\\": 24.4,\\n \\\"temp_min\\\": 16.7,\\n \\\"wind\\\": 1.5,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-08-16T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 25.6,\\n \\\"temp_min\\\": 15.6,\\n \\\"wind\\\": 2.2,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-08-17T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 27.8,\\n \\\"temp_min\\\": 15,\\n \\\"wind\\\": 2.8,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-08-18T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 29.4,\\n \\\"temp_min\\\": 15.6,\\n \\\"wind\\\": 3.3,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-08-19T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 27.2,\\n \\\"temp_min\\\": 15.6,\\n \\\"wind\\\": 2.4,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-08-20T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 21.7,\\n \\\"temp_min\\\": 13.9,\\n \\\"wind\\\": 3.6,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-08-21T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 21.1,\\n \\\"temp_min\\\": 11.1,\\n \\\"wind\\\": 1.7,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-08-22T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 23.9,\\n \\\"temp_min\\\": 13.3,\\n \\\"wind\\\": 2.9,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-08-23T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 27.8,\\n \\\"temp_min\\\": 13.9,\\n \\\"wind\\\": 2,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-08-24T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 25,\\n \\\"temp_min\\\": 13.3,\\n \\\"wind\\\": 2.3,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-08-25T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 28.9,\\n \\\"temp_min\\\": 14.4,\\n \\\"wind\\\": 2,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-08-26T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 31.1,\\n \\\"temp_min\\\": 15.6,\\n \\\"wind\\\": 1.8,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-08-27T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 28.9,\\n \\\"temp_min\\\": 16.1,\\n \\\"wind\\\": 1.6,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-08-28T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 23.3,\\n \\\"temp_min\\\": 14.4,\\n \\\"wind\\\": 2.3,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-08-29T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 22.8,\\n \\\"temp_min\\\": 15,\\n \\\"wind\\\": 3.4,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-08-30T00:00:00\\\",\\n \\\"precipitation\\\": 8.4,\\n \\\"temp_max\\\": 17.8,\\n \\\"temp_min\\\": 15,\\n \\\"wind\\\": 2.2,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-08-31T00:00:00\\\",\\n \\\"precipitation\\\": 1.3,\\n \\\"temp_max\\\": 21.1,\\n \\\"temp_min\\\": 13.9,\\n \\\"wind\\\": 1.9,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-09-01T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 23.3,\\n \\\"temp_min\\\": 12.8,\\n \\\"wind\\\": 2.5,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-09-02T00:00:00\\\",\\n \\\"precipitation\\\": 3,\\n \\\"temp_max\\\": 20,\\n \\\"temp_min\\\": 13.9,\\n \\\"wind\\\": 4.3,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-09-03T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 20.6,\\n \\\"temp_min\\\": 12.8,\\n \\\"wind\\\": 2.7,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-09-04T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 23.9,\\n \\\"temp_min\\\": 11.1,\\n \\\"wind\\\": 3.1,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-09-05T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 27.8,\\n \\\"temp_min\\\": 13.9,\\n \\\"wind\\\": 6.5,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-09-06T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 32.2,\\n \\\"temp_min\\\": 15,\\n \\\"wind\\\": 2.9,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-09-07T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 28.3,\\n \\\"temp_min\\\": 13.3,\\n \\\"wind\\\": 2.1,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-09-08T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 21.1,\\n \\\"temp_min\\\": 13.3,\\n \\\"wind\\\": 2.8,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-09-09T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 21.7,\\n \\\"temp_min\\\": 13.3,\\n \\\"wind\\\": 2.3,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-09-10T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 22.2,\\n \\\"temp_min\\\": 12.2,\\n \\\"wind\\\": 3.9,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-09-11T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 24.4,\\n \\\"temp_min\\\": 12.8,\\n \\\"wind\\\": 5.3,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-09-12T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 24.4,\\n \\\"temp_min\\\": 12.8,\\n \\\"wind\\\": 5.9,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-09-13T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 28.3,\\n \\\"temp_min\\\": 10,\\n \\\"wind\\\": 4.2,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-09-14T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 30,\\n \\\"temp_min\\\": 11.7,\\n \\\"wind\\\": 1.8,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-09-15T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 30.6,\\n \\\"temp_min\\\": 12.2,\\n \\\"wind\\\": 1.2,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-09-16T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 22.2,\\n \\\"temp_min\\\": 13.9,\\n \\\"wind\\\": 2.8,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-09-17T00:00:00\\\",\\n \\\"precipitation\\\": 0.5,\\n \\\"temp_max\\\": 22.8,\\n \\\"temp_min\\\": 14.4,\\n \\\"wind\\\": 2.3,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-09-18T00:00:00\\\",\\n \\\"precipitation\\\": 0.3,\\n \\\"temp_max\\\": 19.4,\\n \\\"temp_min\\\": 15,\\n \\\"wind\\\": 3.1,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-09-19T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 23.9,\\n \\\"temp_min\\\": 16.1,\\n \\\"wind\\\": 2.8,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-09-20T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 24.4,\\n \\\"temp_min\\\": 14.4,\\n \\\"wind\\\": 4.4,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-09-21T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 26.1,\\n \\\"temp_min\\\": 12.8,\\n \\\"wind\\\": 3,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-09-22T00:00:00\\\",\\n \\\"precipitation\\\": 0.3,\\n \\\"temp_max\\\": 22.2,\\n \\\"temp_min\\\": 15,\\n \\\"wind\\\": 2.1,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-09-23T00:00:00\\\",\\n \\\"precipitation\\\": 18.3,\\n \\\"temp_max\\\": 18.9,\\n \\\"temp_min\\\": 14.4,\\n \\\"wind\\\": 2.5,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-09-24T00:00:00\\\",\\n \\\"precipitation\\\": 20.3,\\n \\\"temp_max\\\": 18.9,\\n \\\"temp_min\\\": 14.4,\\n \\\"wind\\\": 2.7,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-09-25T00:00:00\\\",\\n \\\"precipitation\\\": 4.3,\\n \\\"temp_max\\\": 21.7,\\n \\\"temp_min\\\": 14.4,\\n \\\"wind\\\": 2.5,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-09-26T00:00:00\\\",\\n \\\"precipitation\\\": 8.9,\\n \\\"temp_max\\\": 20,\\n \\\"temp_min\\\": 13.9,\\n \\\"wind\\\": 3.3,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-09-27T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 20.6,\\n \\\"temp_min\\\": 11.7,\\n \\\"wind\\\": 3.2,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-09-28T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 18.9,\\n \\\"temp_min\\\": 12.2,\\n \\\"wind\\\": 2,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-09-29T00:00:00\\\",\\n \\\"precipitation\\\": 0.8,\\n \\\"temp_max\\\": 16.7,\\n \\\"temp_min\\\": 11.1,\\n \\\"wind\\\": 3.5,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-09-30T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 19.4,\\n \\\"temp_min\\\": 12.2,\\n \\\"wind\\\": 2.6,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-10-01T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 18.3,\\n \\\"temp_min\\\": 11.1,\\n \\\"wind\\\": 2.1,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-10-02T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 19.4,\\n \\\"temp_min\\\": 10,\\n \\\"wind\\\": 2,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-10-03T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 22.2,\\n \\\"temp_min\\\": 8.9,\\n \\\"wind\\\": 1,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-10-04T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 21.7,\\n \\\"temp_min\\\": 12.2,\\n \\\"wind\\\": 1.2,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-10-05T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 23.9,\\n \\\"temp_min\\\": 11.7,\\n \\\"wind\\\": 1.4,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-10-06T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 25.6,\\n \\\"temp_min\\\": 13.3,\\n \\\"wind\\\": 2.5,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-10-07T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 18.9,\\n \\\"temp_min\\\": 13.9,\\n \\\"wind\\\": 1,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-10-08T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 20.6,\\n \\\"temp_min\\\": 12.8,\\n \\\"wind\\\": 1.8,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-10-09T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 17.2,\\n \\\"temp_min\\\": 11.1,\\n \\\"wind\\\": 1,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-10-10T00:00:00\\\",\\n \\\"precipitation\\\": 0.3,\\n \\\"temp_max\\\": 18.3,\\n \\\"temp_min\\\": 10,\\n \\\"wind\\\": 3.8,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-10-11T00:00:00\\\",\\n \\\"precipitation\\\": 7.4,\\n \\\"temp_max\\\": 18.3,\\n \\\"temp_min\\\": 11.7,\\n \\\"wind\\\": 3.5,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-10-12T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 17.8,\\n \\\"temp_min\\\": 11.7,\\n \\\"wind\\\": 2.1,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-10-13T00:00:00\\\",\\n \\\"precipitation\\\": 7.6,\\n \\\"temp_max\\\": 21.1,\\n \\\"temp_min\\\": 10,\\n \\\"wind\\\": 3.1,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-10-14T00:00:00\\\",\\n \\\"precipitation\\\": 7.1,\\n \\\"temp_max\\\": 16.7,\\n \\\"temp_min\\\": 11.7,\\n \\\"wind\\\": 2.2,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-10-15T00:00:00\\\",\\n \\\"precipitation\\\": 8.6,\\n \\\"temp_max\\\": 16.1,\\n \\\"temp_min\\\": 11.7,\\n \\\"wind\\\": 4.7,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-10-16T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 20.6,\\n \\\"temp_min\\\": 11.1,\\n \\\"wind\\\": 3.3,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-10-17T00:00:00\\\",\\n \\\"precipitation\\\": 3.3,\\n \\\"temp_max\\\": 16.7,\\n \\\"temp_min\\\": 11.7,\\n \\\"wind\\\": 3,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-10-18T00:00:00\\\",\\n \\\"precipitation\\\": 15,\\n \\\"temp_max\\\": 19.4,\\n \\\"temp_min\\\": 13.9,\\n \\\"wind\\\": 1.9,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-10-19T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 22.2,\\n \\\"temp_min\\\": 12.8,\\n \\\"wind\\\": 3.2,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-10-20T00:00:00\\\",\\n \\\"precipitation\\\": 11.7,\\n \\\"temp_max\\\": 16.1,\\n \\\"temp_min\\\": 12.2,\\n \\\"wind\\\": 3.1,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-10-21T00:00:00\\\",\\n \\\"precipitation\\\": 1,\\n \\\"temp_max\\\": 16.1,\\n \\\"temp_min\\\": 11.7,\\n \\\"wind\\\": 4.7,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-10-22T00:00:00\\\",\\n \\\"precipitation\\\": 32,\\n \\\"temp_max\\\": 15.6,\\n \\\"temp_min\\\": 11.7,\\n \\\"wind\\\": 5,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-10-23T00:00:00\\\",\\n \\\"precipitation\\\": 9.4,\\n \\\"temp_max\\\": 14.4,\\n \\\"temp_min\\\": 8.3,\\n \\\"wind\\\": 4.6,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-10-24T00:00:00\\\",\\n \\\"precipitation\\\": 4.1,\\n \\\"temp_max\\\": 14.4,\\n \\\"temp_min\\\": 8.9,\\n \\\"wind\\\": 3.2,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-10-25T00:00:00\\\",\\n \\\"precipitation\\\": 6.1,\\n \\\"temp_max\\\": 16.7,\\n \\\"temp_min\\\": 8.3,\\n \\\"wind\\\": 5.4,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-10-26T00:00:00\\\",\\n \\\"precipitation\\\": 1.5,\\n \\\"temp_max\\\": 12.8,\\n \\\"temp_min\\\": 7.8,\\n \\\"wind\\\": 5,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-10-27T00:00:00\\\",\\n \\\"precipitation\\\": 0.8,\\n \\\"temp_max\\\": 15.6,\\n \\\"temp_min\\\": 6.7,\\n \\\"wind\\\": 2.4,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-10-28T00:00:00\\\",\\n \\\"precipitation\\\": 12.7,\\n \\\"temp_max\\\": 15,\\n \\\"temp_min\\\": 9.4,\\n \\\"wind\\\": 3.9,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-10-29T00:00:00\\\",\\n \\\"precipitation\\\": 0.5,\\n \\\"temp_max\\\": 16.7,\\n \\\"temp_min\\\": 11.7,\\n \\\"wind\\\": 3.1,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-10-30T00:00:00\\\",\\n \\\"precipitation\\\": 25.4,\\n \\\"temp_max\\\": 15.6,\\n \\\"temp_min\\\": 11.1,\\n \\\"wind\\\": 3.2,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-10-31T00:00:00\\\",\\n \\\"precipitation\\\": 17,\\n \\\"temp_max\\\": 12.8,\\n \\\"temp_min\\\": 8.3,\\n \\\"wind\\\": 2,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-11-01T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 11.1,\\n \\\"temp_min\\\": 7.2,\\n \\\"wind\\\": 1.2,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-11-02T00:00:00\\\",\\n \\\"precipitation\\\": 1.8,\\n \\\"temp_max\\\": 13.3,\\n \\\"temp_min\\\": 7.2,\\n \\\"wind\\\": 2.9,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-11-03T00:00:00\\\",\\n \\\"precipitation\\\": 10.9,\\n \\\"temp_max\\\": 13.9,\\n \\\"temp_min\\\": 11.1,\\n \\\"wind\\\": 4.8,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-11-04T00:00:00\\\",\\n \\\"precipitation\\\": 4.1,\\n \\\"temp_max\\\": 14.4,\\n \\\"temp_min\\\": 10.6,\\n \\\"wind\\\": 3.3,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-11-05T00:00:00\\\",\\n \\\"precipitation\\\": 4.8,\\n \\\"temp_max\\\": 15,\\n \\\"temp_min\\\": 10.6,\\n \\\"wind\\\": 2.1,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-11-06T00:00:00\\\",\\n \\\"precipitation\\\": 4.1,\\n \\\"temp_max\\\": 16.7,\\n \\\"temp_min\\\": 10.6,\\n \\\"wind\\\": 6.7,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-11-07T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 14.4,\\n \\\"temp_min\\\": 7.2,\\n \\\"wind\\\": 2.3,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-11-08T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 12.8,\\n \\\"temp_min\\\": 3.9,\\n \\\"wind\\\": 0.8,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-11-09T00:00:00\\\",\\n \\\"precipitation\\\": 5.1,\\n \\\"temp_max\\\": 13.3,\\n \\\"temp_min\\\": 7.8,\\n \\\"wind\\\": 3,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-11-10T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 11.1,\\n \\\"temp_min\\\": 5.6,\\n \\\"wind\\\": 3.9,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-11-11T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 7.8,\\n \\\"temp_min\\\": 1.1,\\n \\\"wind\\\": 7.7,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-11-12T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 6.7,\\n \\\"temp_min\\\": 0,\\n \\\"wind\\\": 7.6,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-11-13T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 7.2,\\n \\\"temp_min\\\": 0.6,\\n \\\"wind\\\": 4.7,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-11-14T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 7.2,\\n \\\"temp_min\\\": -2.1,\\n \\\"wind\\\": 4.5,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-11-15T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 8.3,\\n \\\"temp_min\\\": -1.6,\\n \\\"wind\\\": 4.2,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-11-16T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 9.4,\\n \\\"temp_min\\\": -2.1,\\n \\\"wind\\\": 4.2,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-11-17T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 10.6,\\n \\\"temp_min\\\": -2.1,\\n \\\"wind\\\": 1.9,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-11-18T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 7.2,\\n \\\"temp_min\\\": -0.5,\\n \\\"wind\\\": 0.9,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-11-19T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 11.1,\\n \\\"temp_min\\\": 2.2,\\n \\\"wind\\\": 1.9,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-11-20T00:00:00\\\",\\n \\\"precipitation\\\": 3.6,\\n \\\"temp_max\\\": 11.1,\\n \\\"temp_min\\\": 5.6,\\n \\\"wind\\\": 2.1,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-11-21T00:00:00\\\",\\n \\\"precipitation\\\": 15.2,\\n \\\"temp_max\\\": 11.1,\\n \\\"temp_min\\\": 8.3,\\n \\\"wind\\\": 4.7,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-11-22T00:00:00\\\",\\n \\\"precipitation\\\": 0.5,\\n \\\"temp_max\\\": 9.4,\\n \\\"temp_min\\\": 6.7,\\n \\\"wind\\\": 4.7,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-11-23T00:00:00\\\",\\n \\\"precipitation\\\": 11.9,\\n \\\"temp_max\\\": 12.8,\\n \\\"temp_min\\\": 5.6,\\n \\\"wind\\\": 5.1,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-11-24T00:00:00\\\",\\n \\\"precipitation\\\": 1.3,\\n \\\"temp_max\\\": 11.7,\\n \\\"temp_min\\\": 4.4,\\n \\\"wind\\\": 3.8,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-11-25T00:00:00\\\",\\n \\\"precipitation\\\": 18.3,\\n \\\"temp_max\\\": 13.9,\\n \\\"temp_min\\\": 9.4,\\n \\\"wind\\\": 4.5,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-11-26T00:00:00\\\",\\n \\\"precipitation\\\": 0.3,\\n \\\"temp_max\\\": 15,\\n \\\"temp_min\\\": 12.2,\\n \\\"wind\\\": 3.9,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-11-27T00:00:00\\\",\\n \\\"precipitation\\\": 3.3,\\n \\\"temp_max\\\": 14.4,\\n \\\"temp_min\\\": 11.7,\\n \\\"wind\\\": 6.6,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-11-28T00:00:00\\\",\\n \\\"precipitation\\\": 34.3,\\n \\\"temp_max\\\": 12.8,\\n \\\"temp_min\\\": 3.3,\\n \\\"wind\\\": 5.8,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-11-29T00:00:00\\\",\\n \\\"precipitation\\\": 3.6,\\n \\\"temp_max\\\": 4.4,\\n \\\"temp_min\\\": -4.3,\\n \\\"wind\\\": 5.3,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-11-30T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 2.8,\\n \\\"temp_min\\\": -4.9,\\n \\\"wind\\\": 4.4,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-12-01T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 4.4,\\n \\\"temp_min\\\": -3.2,\\n \\\"wind\\\": 2.2,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-12-02T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 5.6,\\n \\\"temp_min\\\": -3.2,\\n \\\"wind\\\": 5.7,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-12-03T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 10,\\n \\\"temp_min\\\": 0,\\n \\\"wind\\\": 3.6,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-12-04T00:00:00\\\",\\n \\\"precipitation\\\": 0.8,\\n \\\"temp_max\\\": 8.3,\\n \\\"temp_min\\\": 3.9,\\n \\\"wind\\\": 1.1,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-12-05T00:00:00\\\",\\n \\\"precipitation\\\": 3,\\n \\\"temp_max\\\": 12.8,\\n \\\"temp_min\\\": 6.7,\\n \\\"wind\\\": 3.1,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-12-06T00:00:00\\\",\\n \\\"precipitation\\\": 7.4,\\n \\\"temp_max\\\": 11.7,\\n \\\"temp_min\\\": 7.8,\\n \\\"wind\\\": 3.6,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-12-07T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 14.4,\\n \\\"temp_min\\\": 6.1,\\n \\\"wind\\\": 2.8,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-12-08T00:00:00\\\",\\n \\\"precipitation\\\": 9.1,\\n \\\"temp_max\\\": 14.4,\\n \\\"temp_min\\\": 8.9,\\n \\\"wind\\\": 4.2,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-12-09T00:00:00\\\",\\n \\\"precipitation\\\": 9.9,\\n \\\"temp_max\\\": 16.1,\\n \\\"temp_min\\\": 10.6,\\n \\\"wind\\\": 5.1,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-12-10T00:00:00\\\",\\n \\\"precipitation\\\": 13,\\n \\\"temp_max\\\": 18.9,\\n \\\"temp_min\\\": 10,\\n \\\"wind\\\": 6.7,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-12-11T00:00:00\\\",\\n \\\"precipitation\\\": 6.9,\\n \\\"temp_max\\\": 14.4,\\n \\\"temp_min\\\": 8.3,\\n \\\"wind\\\": 6.4,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-12-12T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 11.1,\\n \\\"temp_min\\\": 7.2,\\n \\\"wind\\\": 3.7,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-12-13T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 10,\\n \\\"temp_min\\\": 3.9,\\n \\\"wind\\\": 1.1,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-12-14T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 12.8,\\n \\\"temp_min\\\": 1.7,\\n \\\"wind\\\": 3.5,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-12-15T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 12.2,\\n \\\"temp_min\\\": 6.7,\\n \\\"wind\\\": 5.9,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-12-16T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 10,\\n \\\"temp_min\\\": 8.3,\\n \\\"wind\\\": 4,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-12-17T00:00:00\\\",\\n \\\"precipitation\\\": 2.8,\\n \\\"temp_max\\\": 8.9,\\n \\\"temp_min\\\": 6.1,\\n \\\"wind\\\": 1.6,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-12-18T00:00:00\\\",\\n \\\"precipitation\\\": 13,\\n \\\"temp_max\\\": 9.4,\\n \\\"temp_min\\\": 6.7,\\n \\\"wind\\\": 3.1,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-12-19T00:00:00\\\",\\n \\\"precipitation\\\": 3,\\n \\\"temp_max\\\": 11.1,\\n \\\"temp_min\\\": 7.2,\\n \\\"wind\\\": 4.3,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-12-20T00:00:00\\\",\\n \\\"precipitation\\\": 19.6,\\n \\\"temp_max\\\": 12.8,\\n \\\"temp_min\\\": 6.7,\\n \\\"wind\\\": 5.5,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-12-21T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 12.8,\\n \\\"temp_min\\\": 10,\\n \\\"wind\\\": 5.2,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-12-22T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 10.6,\\n \\\"temp_min\\\": 6.1,\\n \\\"wind\\\": 1.5,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-12-23T00:00:00\\\",\\n \\\"precipitation\\\": 20.6,\\n \\\"temp_max\\\": 12.2,\\n \\\"temp_min\\\": 5,\\n \\\"wind\\\": 3.8,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-12-24T00:00:00\\\",\\n \\\"precipitation\\\": 5.3,\\n \\\"temp_max\\\": 7.2,\\n \\\"temp_min\\\": 3.9,\\n \\\"wind\\\": 1.8,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-12-25T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 7.8,\\n \\\"temp_min\\\": 2.8,\\n \\\"wind\\\": 2.2,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-12-26T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 5.6,\\n \\\"temp_min\\\": 1.7,\\n \\\"wind\\\": 1.2,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-12-27T00:00:00\\\",\\n \\\"precipitation\\\": 3.3,\\n \\\"temp_max\\\": 9.4,\\n \\\"temp_min\\\": 4.4,\\n \\\"wind\\\": 4.9,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-12-28T00:00:00\\\",\\n \\\"precipitation\\\": 4.1,\\n \\\"temp_max\\\": 6.7,\\n \\\"temp_min\\\": 2.8,\\n \\\"wind\\\": 1.8,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-12-29T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 6.1,\\n \\\"temp_min\\\": 0.6,\\n \\\"wind\\\": 4.3,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-12-30T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 3.3,\\n \\\"temp_min\\\": -2.1,\\n \\\"wind\\\": 3.6,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-12-31T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 3.3,\\n \\\"temp_min\\\": -2.7,\\n \\\"wind\\\": 3,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2015-01-01T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 5.6,\\n \\\"temp_min\\\": -3.2,\\n \\\"wind\\\": 1.2,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2015-01-02T00:00:00\\\",\\n \\\"precipitation\\\": 1.5,\\n \\\"temp_max\\\": 5.6,\\n \\\"temp_min\\\": 0,\\n \\\"wind\\\": 2.3,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2015-01-03T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 5,\\n \\\"temp_min\\\": 1.7,\\n \\\"wind\\\": 1.7,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2015-01-04T00:00:00\\\",\\n \\\"precipitation\\\": 10.2,\\n 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\\\"temp_min\\\": 3.3,\\n \\\"wind\\\": 0.6,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2015-01-10T00:00:00\\\",\\n \\\"precipitation\\\": 5.8,\\n \\\"temp_max\\\": 7.8,\\n \\\"temp_min\\\": 6.1,\\n \\\"wind\\\": 0.5,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2015-01-11T00:00:00\\\",\\n \\\"precipitation\\\": 1.5,\\n \\\"temp_max\\\": 9.4,\\n \\\"temp_min\\\": 7.2,\\n \\\"wind\\\": 1.1,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2015-01-12T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 11.1,\\n \\\"temp_min\\\": 4.4,\\n \\\"wind\\\": 1.6,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2015-01-13T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 9.4,\\n \\\"temp_min\\\": 2.8,\\n \\\"wind\\\": 2.7,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2015-01-14T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 6.1,\\n \\\"temp_min\\\": 0.6,\\n \\\"wind\\\": 2.8,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2015-01-15T00:00:00\\\",\\n \\\"precipitation\\\": 9.7,\\n \\\"temp_max\\\": 7.8,\\n \\\"temp_min\\\": 1.1,\\n \\\"wind\\\": 3.2,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2015-01-16T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 11.7,\\n \\\"temp_min\\\": 5.6,\\n \\\"wind\\\": 4.5,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2015-01-17T00:00:00\\\",\\n \\\"precipitation\\\": 26.2,\\n \\\"temp_max\\\": 13.3,\\n \\\"temp_min\\\": 3.3,\\n \\\"wind\\\": 2.8,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2015-01-18T00:00:00\\\",\\n \\\"precipitation\\\": 21.3,\\n \\\"temp_max\\\": 13.9,\\n \\\"temp_min\\\": 7.2,\\n \\\"wind\\\": 6.6,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2015-01-19T00:00:00\\\",\\n \\\"precipitation\\\": 0.5,\\n \\\"temp_max\\\": 10,\\n \\\"temp_min\\\": 6.1,\\n \\\"wind\\\": 2.8,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2015-01-20T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 10,\\n \\\"temp_min\\\": 3.3,\\n \\\"wind\\\": 3,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2015-01-21T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 7.2,\\n \\\"temp_min\\\": -0.5,\\n \\\"wind\\\": 1.3,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2015-01-22T00:00:00\\\",\\n \\\"precipitation\\\": 0.8,\\n \\\"temp_max\\\": 9.4,\\n \\\"temp_min\\\": 6.1,\\n \\\"wind\\\": 1.3,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2015-01-23T00:00:00\\\",\\n \\\"precipitation\\\": 5.8,\\n \\\"temp_max\\\": 12.2,\\n \\\"temp_min\\\": 8.3,\\n \\\"wind\\\": 2.6,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2015-01-24T00:00:00\\\",\\n \\\"precipitation\\\": 0.5,\\n \\\"temp_max\\\": 14.4,\\n \\\"temp_min\\\": 11.1,\\n \\\"wind\\\": 3.3,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2015-01-25T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 17.2,\\n \\\"temp_min\\\": 7.2,\\n \\\"wind\\\": 1.4,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2015-01-26T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 16.1,\\n \\\"temp_min\\\": 6.1,\\n \\\"wind\\\": 2.2,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2015-01-27T00:00:00\\\",\\n \\\"precipitation\\\": 0.8,\\n \\\"temp_max\\\": 11.1,\\n \\\"temp_min\\\": 8.3,\\n \\\"wind\\\": 2,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2015-01-28T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 12.2,\\n \\\"temp_min\\\": 5,\\n \\\"wind\\\": 1.8,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2015-01-29T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 12.2,\\n \\\"temp_min\\\": 3.3,\\n \\\"wind\\\": 2.9,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2015-01-30T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 8.3,\\n \\\"temp_min\\\": 1.1,\\n \\\"wind\\\": 0.8,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2015-01-31T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 7.2,\\n \\\"temp_min\\\": 3.3,\\n \\\"wind\\\": 1.9,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2015-02-01T00:00:00\\\",\\n \\\"precipitation\\\": 1.5,\\n \\\"temp_max\\\": 9.4,\\n \\\"temp_min\\\": 4.4,\\n \\\"wind\\\": 2.6,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2015-02-02T00:00:00\\\",\\n \\\"precipitation\\\": 7.4,\\n \\\"temp_max\\\": 11.1,\\n \\\"temp_min\\\": 5,\\n \\\"wind\\\": 4,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2015-02-03T00:00:00\\\",\\n \\\"precipitation\\\": 1.3,\\n \\\"temp_max\\\": 10,\\n \\\"temp_min\\\": 5.6,\\n \\\"wind\\\": 1.9,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2015-02-04T00:00:00\\\",\\n \\\"precipitation\\\": 8.4,\\n \\\"temp_max\\\": 10.6,\\n \\\"temp_min\\\": 4.4,\\n \\\"wind\\\": 1.7,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2015-02-05T00:00:00\\\",\\n \\\"precipitation\\\": 26.2,\\n \\\"temp_max\\\": 13.3,\\n \\\"temp_min\\\": 8.3,\\n \\\"wind\\\": 4.6,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2015-02-06T00:00:00\\\",\\n \\\"precipitation\\\": 17.3,\\n \\\"temp_max\\\": 14.4,\\n \\\"temp_min\\\": 10,\\n \\\"wind\\\": 4.5,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2015-02-07T00:00:00\\\",\\n \\\"precipitation\\\": 23.6,\\n \\\"temp_max\\\": 12.2,\\n \\\"temp_min\\\": 9.4,\\n \\\"wind\\\": 4.6,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2015-02-08T00:00:00\\\",\\n \\\"precipitation\\\": 3.6,\\n \\\"temp_max\\\": 15,\\n \\\"temp_min\\\": 8.3,\\n \\\"wind\\\": 3.9,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2015-02-09T00:00:00\\\",\\n \\\"precipitation\\\": 6.1,\\n \\\"temp_max\\\": 13.3,\\n \\\"temp_min\\\": 8.3,\\n \\\"wind\\\": 2.5,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2015-02-10T00:00:00\\\",\\n \\\"precipitation\\\": 0.3,\\n \\\"temp_max\\\": 12.8,\\n \\\"temp_min\\\": 8.3,\\n \\\"wind\\\": 4,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2015-02-11T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 12.8,\\n \\\"temp_min\\\": 5.6,\\n \\\"wind\\\": 1,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2015-02-12T00:00:00\\\",\\n \\\"precipitation\\\": 1,\\n \\\"temp_max\\\": 16.7,\\n \\\"temp_min\\\": 9.4,\\n \\\"wind\\\": 2.1,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2015-02-13T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 15.6,\\n \\\"temp_min\\\": 6.7,\\n \\\"wind\\\": 1.7,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2015-02-14T00:00:00\\\",\\n \\\"precipitation\\\": 0.3,\\n \\\"temp_max\\\": 14.4,\\n \\\"temp_min\\\": 6.7,\\n \\\"wind\\\": 2.9,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2015-02-15T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 12.2,\\n \\\"temp_min\\\": 3.9,\\n \\\"wind\\\": 4.8,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2015-02-16T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 15,\\n \\\"temp_min\\\": 5.6,\\n \\\"wind\\\": 6.6,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2015-02-17T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 16.1,\\n \\\"temp_min\\\": 4.4,\\n \\\"wind\\\": 4,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2015-02-18T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 12.2,\\n \\\"temp_min\\\": 4.4,\\n \\\"wind\\\": 2.6,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2015-02-19T00:00:00\\\",\\n \\\"precipitation\\\": 4.6,\\n \\\"temp_max\\\": 10.6,\\n \\\"temp_min\\\": 8.3,\\n \\\"wind\\\": 2.2,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2015-02-20T00:00:00\\\",\\n \\\"precipitation\\\": 0.8,\\n \\\"temp_max\\\": 11.1,\\n \\\"temp_min\\\": 7.2,\\n \\\"wind\\\": 0.9,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2015-02-21T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 12.2,\\n \\\"temp_min\\\": 5.6,\\n \\\"wind\\\": 4.5,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2015-02-22T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 11.7,\\n \\\"temp_min\\\": 3.3,\\n \\\"wind\\\": 4.2,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2015-02-23T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 12.8,\\n \\\"temp_min\\\": 0.6,\\n \\\"wind\\\": 1.4,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2015-02-24T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 11.1,\\n \\\"temp_min\\\": 2.2,\\n \\\"wind\\\": 1.5,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2015-02-25T00:00:00\\\",\\n \\\"precipitation\\\": 4.1,\\n \\\"temp_max\\\": 10,\\n \\\"temp_min\\\": 6.7,\\n \\\"wind\\\": 1,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2015-02-26T00:00:00\\\",\\n \\\"precipitation\\\": 9.4,\\n \\\"temp_max\\\": 11.7,\\n \\\"temp_min\\\": 7.8,\\n \\\"wind\\\": 1.4,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2015-02-27T00:00:00\\\",\\n \\\"precipitation\\\": 18.3,\\n \\\"temp_max\\\": 10,\\n \\\"temp_min\\\": 6.7,\\n \\\"wind\\\": 4,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2015-02-28T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 12.2,\\n \\\"temp_min\\\": 3.3,\\n \\\"wind\\\": 5.1,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2015-03-01T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 11.1,\\n \\\"temp_min\\\": 1.1,\\n \\\"wind\\\": 2.2,\\n \\\"weather\\\": \\\"sun\\\"\\n 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\\\"2015-03-07T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 16.7,\\n \\\"temp_min\\\": 3.9,\\n \\\"wind\\\": 2.7,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2015-03-08T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 17.2,\\n \\\"temp_min\\\": 3.9,\\n \\\"wind\\\": 1.7,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2015-03-09T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 14.4,\\n \\\"temp_min\\\": 4.4,\\n \\\"wind\\\": 1.8,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2015-03-10T00:00:00\\\",\\n \\\"precipitation\\\": 0.8,\\n \\\"temp_max\\\": 13.3,\\n \\\"temp_min\\\": 5,\\n \\\"wind\\\": 2.6,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2015-03-11T00:00:00\\\",\\n \\\"precipitation\\\": 2.5,\\n \\\"temp_max\\\": 14.4,\\n \\\"temp_min\\\": 8.9,\\n \\\"wind\\\": 3.1,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2015-03-12T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 17.8,\\n \\\"temp_min\\\": 9.4,\\n \\\"wind\\\": 3.2,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2015-03-13T00:00:00\\\",\\n \\\"precipitation\\\": 2,\\n \\\"temp_max\\\": 17.2,\\n \\\"temp_min\\\": 7.8,\\n \\\"wind\\\": 2.2,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2015-03-14T00:00:00\\\",\\n \\\"precipitation\\\": 17,\\n \\\"temp_max\\\": 13.9,\\n \\\"temp_min\\\": 9.4,\\n \\\"wind\\\": 3.8,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2015-03-15T00:00:00\\\",\\n \\\"precipitation\\\": 55.9,\\n \\\"temp_max\\\": 10.6,\\n \\\"temp_min\\\": 6.1,\\n \\\"wind\\\": 4.2,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2015-03-16T00:00:00\\\",\\n \\\"precipitation\\\": 1,\\n \\\"temp_max\\\": 13.9,\\n \\\"temp_min\\\": 6.1,\\n \\\"wind\\\": 3,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2015-03-17T00:00:00\\\",\\n \\\"precipitation\\\": 0.8,\\n 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\\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2015-10-04T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 22.8,\\n \\\"temp_min\\\": 10,\\n \\\"wind\\\": 3.7,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2015-10-05T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 23.3,\\n \\\"temp_min\\\": 9.4,\\n \\\"wind\\\": 1.6,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2015-10-06T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 18.3,\\n \\\"temp_min\\\": 10,\\n \\\"wind\\\": 2.6,\\n \\\"weather\\\": \\\"drizzle\\\"\\n },\\n {\\n \\\"date\\\": \\\"2015-10-07T00:00:00\\\",\\n \\\"precipitation\\\": 9.9,\\n \\\"temp_max\\\": 16.1,\\n \\\"temp_min\\\": 13.9,\\n \\\"wind\\\": 2.2,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2015-10-08T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 18.9,\\n \\\"temp_min\\\": 13.3,\\n \\\"wind\\\": 1.1,\\n \\\"weather\\\": 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\\\"temp_max\\\": 15,\\n \\\"temp_min\\\": 12.2,\\n \\\"wind\\\": 4.7,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2015-10-30T00:00:00\\\",\\n \\\"precipitation\\\": 19.3,\\n \\\"temp_max\\\": 17.2,\\n \\\"temp_min\\\": 11.7,\\n \\\"wind\\\": 6.7,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2015-10-31T00:00:00\\\",\\n \\\"precipitation\\\": 33,\\n \\\"temp_max\\\": 15.6,\\n \\\"temp_min\\\": 11.7,\\n \\\"wind\\\": 7.2,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2015-11-01T00:00:00\\\",\\n \\\"precipitation\\\": 26.2,\\n \\\"temp_max\\\": 12.2,\\n \\\"temp_min\\\": 8.9,\\n \\\"wind\\\": 6,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2015-11-02T00:00:00\\\",\\n \\\"precipitation\\\": 0.3,\\n \\\"temp_max\\\": 11.1,\\n \\\"temp_min\\\": 7.2,\\n \\\"wind\\\": 2.8,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2015-11-03T00:00:00\\\",\\n \\\"precipitation\\\": 0.8,\\n \\\"temp_max\\\": 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\\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2015-11-14T00:00:00\\\",\\n \\\"precipitation\\\": 47.2,\\n \\\"temp_max\\\": 9.4,\\n \\\"temp_min\\\": 6.1,\\n \\\"wind\\\": 4.5,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2015-11-15T00:00:00\\\",\\n \\\"precipitation\\\": 22.4,\\n \\\"temp_max\\\": 8.9,\\n \\\"temp_min\\\": 2.2,\\n \\\"wind\\\": 4.1,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2015-11-16T00:00:00\\\",\\n \\\"precipitation\\\": 2,\\n \\\"temp_max\\\": 8.9,\\n \\\"temp_min\\\": 1.7,\\n \\\"wind\\\": 4,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2015-11-17T00:00:00\\\",\\n \\\"precipitation\\\": 29.5,\\n \\\"temp_max\\\": 13.3,\\n \\\"temp_min\\\": 6.7,\\n \\\"wind\\\": 8,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2015-11-18T00:00:00\\\",\\n \\\"precipitation\\\": 1.5,\\n \\\"temp_max\\\": 8.9,\\n \\\"temp_min\\\": 3.3,\\n \\\"wind\\\": 3.8,\\n \\\"weather\\\": \\\"sun\\\"\\n 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\\\"2012-01-28T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 6.7,\\n \\\"temp_min\\\": 0.6,\\n \\\"wind\\\": 2.2,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-01-29T00:00:00\\\",\\n \\\"precipitation\\\": 27.7,\\n \\\"temp_max\\\": 9.4,\\n \\\"temp_min\\\": 3.9,\\n \\\"wind\\\": 4.5,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-01-30T00:00:00\\\",\\n \\\"precipitation\\\": 3.6,\\n \\\"temp_max\\\": 8.3,\\n \\\"temp_min\\\": 6.1,\\n \\\"wind\\\": 5.1,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-01-31T00:00:00\\\",\\n \\\"precipitation\\\": 1.8,\\n \\\"temp_max\\\": 9.4,\\n \\\"temp_min\\\": 6.1,\\n \\\"wind\\\": 3.9,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-02-01T00:00:00\\\",\\n \\\"precipitation\\\": 13.5,\\n \\\"temp_max\\\": 8.9,\\n \\\"temp_min\\\": 3.3,\\n \\\"wind\\\": 2.7,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-02-02T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 8.3,\\n \\\"temp_min\\\": 1.7,\\n \\\"wind\\\": 2.6,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-02-03T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 14.4,\\n \\\"temp_min\\\": 2.2,\\n \\\"wind\\\": 5.3,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-02-04T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 15.6,\\n \\\"temp_min\\\": 5,\\n \\\"wind\\\": 4.3,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-02-05T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 13.9,\\n \\\"temp_min\\\": 1.7,\\n \\\"wind\\\": 2.9,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-02-06T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 16.1,\\n \\\"temp_min\\\": 1.7,\\n \\\"wind\\\": 5,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-02-07T00:00:00\\\",\\n \\\"precipitation\\\": 0.3,\\n \\\"temp_max\\\": 15.6,\\n \\\"temp_min\\\": 7.8,\\n \\\"wind\\\": 5.3,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-02-08T00:00:00\\\",\\n \\\"precipitation\\\": 2.8,\\n \\\"temp_max\\\": 10,\\n \\\"temp_min\\\": 5,\\n \\\"wind\\\": 2.7,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-02-09T00:00:00\\\",\\n \\\"precipitation\\\": 2.5,\\n \\\"temp_max\\\": 11.1,\\n \\\"temp_min\\\": 7.8,\\n \\\"wind\\\": 2.4,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-02-10T00:00:00\\\",\\n \\\"precipitation\\\": 2.5,\\n \\\"temp_max\\\": 12.8,\\n \\\"temp_min\\\": 6.7,\\n \\\"wind\\\": 3,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-02-11T00:00:00\\\",\\n \\\"precipitation\\\": 0.8,\\n \\\"temp_max\\\": 8.9,\\n \\\"temp_min\\\": 5.6,\\n \\\"wind\\\": 3.4,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-02-12T00:00:00\\\",\\n \\\"precipitation\\\": 1,\\n \\\"temp_max\\\": 8.3,\\n \\\"temp_min\\\": 5,\\n \\\"wind\\\": 1.3,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-02-13T00:00:00\\\",\\n \\\"precipitation\\\": 11.4,\\n \\\"temp_max\\\": 7.2,\\n \\\"temp_min\\\": 4.4,\\n \\\"wind\\\": 1.4,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-02-14T00:00:00\\\",\\n \\\"precipitation\\\": 2.5,\\n \\\"temp_max\\\": 6.7,\\n \\\"temp_min\\\": 1.1,\\n \\\"wind\\\": 3.1,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-02-15T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 7.2,\\n \\\"temp_min\\\": 0.6,\\n \\\"wind\\\": 1.8,\\n \\\"weather\\\": \\\"drizzle\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-02-16T00:00:00\\\",\\n \\\"precipitation\\\": 1.8,\\n \\\"temp_max\\\": 7.2,\\n \\\"temp_min\\\": 3.3,\\n \\\"wind\\\": 2.1,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-02-17T00:00:00\\\",\\n \\\"precipitation\\\": 17.3,\\n \\\"temp_max\\\": 10,\\n \\\"temp_min\\\": 4.4,\\n \\\"wind\\\": 3.4,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-02-18T00:00:00\\\",\\n \\\"precipitation\\\": 6.4,\\n \\\"temp_max\\\": 6.7,\\n \\\"temp_min\\\": 3.9,\\n \\\"wind\\\": 8.1,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-02-19T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 6.7,\\n \\\"temp_min\\\": 2.2,\\n \\\"wind\\\": 4.7,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-02-20T00:00:00\\\",\\n \\\"precipitation\\\": 3,\\n \\\"temp_max\\\": 7.8,\\n \\\"temp_min\\\": 1.7,\\n \\\"wind\\\": 2.9,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-02-21T00:00:00\\\",\\n \\\"precipitation\\\": 0.8,\\n \\\"temp_max\\\": 10,\\n \\\"temp_min\\\": 7.8,\\n \\\"wind\\\": 7.5,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-02-22T00:00:00\\\",\\n \\\"precipitation\\\": 8.6,\\n \\\"temp_max\\\": 10,\\n \\\"temp_min\\\": 2.8,\\n \\\"wind\\\": 5.9,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-02-23T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 8.3,\\n \\\"temp_min\\\": 2.8,\\n \\\"wind\\\": 3.9,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-02-24T00:00:00\\\",\\n \\\"precipitation\\\": 11.4,\\n \\\"temp_max\\\": 6.7,\\n \\\"temp_min\\\": 4.4,\\n \\\"wind\\\": 3.5,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-02-25T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 7.2,\\n \\\"temp_min\\\": 2.8,\\n \\\"wind\\\": 6.4,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-02-26T00:00:00\\\",\\n \\\"precipitation\\\": 1.3,\\n \\\"temp_max\\\": 5,\\n \\\"temp_min\\\": -1.1,\\n \\\"wind\\\": 3.4,\\n \\\"weather\\\": \\\"snow\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-02-27T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 6.7,\\n \\\"temp_min\\\": -2.2,\\n \\\"wind\\\": 3,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-02-28T00:00:00\\\",\\n \\\"precipitation\\\": 3.6,\\n \\\"temp_max\\\": 6.7,\\n \\\"temp_min\\\": -0.6,\\n \\\"wind\\\": 4.2,\\n \\\"weather\\\": \\\"snow\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-02-29T00:00:00\\\",\\n \\\"precipitation\\\": 0.8,\\n \\\"temp_max\\\": 5,\\n \\\"temp_min\\\": 1.1,\\n \\\"wind\\\": 7,\\n \\\"weather\\\": \\\"snow\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-03-01T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 6.1,\\n \\\"temp_min\\\": 1.1,\\n \\\"wind\\\": 3.1,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-03-02T00:00:00\\\",\\n \\\"precipitation\\\": 2,\\n \\\"temp_max\\\": 6.7,\\n \\\"temp_min\\\": 3.9,\\n \\\"wind\\\": 5.1,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-03-03T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 12.2,\\n \\\"temp_min\\\": 6.7,\\n \\\"wind\\\": 7,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-03-04T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 10.6,\\n \\\"temp_min\\\": 6.7,\\n \\\"wind\\\": 5.6,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-03-05T00:00:00\\\",\\n \\\"precipitation\\\": 6.9,\\n \\\"temp_max\\\": 7.8,\\n \\\"temp_min\\\": 1.1,\\n \\\"wind\\\": 6.2,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-03-06T00:00:00\\\",\\n \\\"precipitation\\\": 0.5,\\n \\\"temp_max\\\": 6.7,\\n \\\"temp_min\\\": 0,\\n \\\"wind\\\": 2.7,\\n \\\"weather\\\": \\\"snow\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-03-07T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 8.9,\\n \\\"temp_min\\\": -1.7,\\n \\\"wind\\\": 2.7,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-03-08T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 15.6,\\n \\\"temp_min\\\": 0.6,\\n \\\"wind\\\": 2.5,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-03-09T00:00:00\\\",\\n \\\"precipitation\\\": 3.6,\\n \\\"temp_max\\\": 9.4,\\n \\\"temp_min\\\": 5,\\n \\\"wind\\\": 2.8,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-03-10T00:00:00\\\",\\n \\\"precipitation\\\": 10.4,\\n \\\"temp_max\\\": 7.2,\\n \\\"temp_min\\\": 6.1,\\n \\\"wind\\\": 3.4,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-03-11T00:00:00\\\",\\n \\\"precipitation\\\": 13.7,\\n \\\"temp_max\\\": 6.7,\\n \\\"temp_min\\\": 2.8,\\n \\\"wind\\\": 5.8,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-03-12T00:00:00\\\",\\n \\\"precipitation\\\": 19.3,\\n \\\"temp_max\\\": 8.3,\\n \\\"temp_min\\\": 0.6,\\n \\\"wind\\\": 6.2,\\n \\\"weather\\\": \\\"snow\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-03-13T00:00:00\\\",\\n \\\"precipitation\\\": 9.4,\\n \\\"temp_max\\\": 5.6,\\n \\\"temp_min\\\": 0.6,\\n \\\"wind\\\": 5.3,\\n \\\"weather\\\": \\\"snow\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-03-14T00:00:00\\\",\\n \\\"precipitation\\\": 8.6,\\n \\\"temp_max\\\": 7.8,\\n \\\"temp_min\\\": 1.1,\\n \\\"wind\\\": 4.7,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-03-15T00:00:00\\\",\\n \\\"precipitation\\\": 23.9,\\n \\\"temp_max\\\": 11.1,\\n \\\"temp_min\\\": 5.6,\\n \\\"wind\\\": 5.8,\\n \\\"weather\\\": \\\"snow\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-03-16T00:00:00\\\",\\n \\\"precipitation\\\": 8.4,\\n \\\"temp_max\\\": 8.9,\\n \\\"temp_min\\\": 3.9,\\n \\\"wind\\\": 5.1,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-03-17T00:00:00\\\",\\n \\\"precipitation\\\": 9.4,\\n \\\"temp_max\\\": 10,\\n \\\"temp_min\\\": 0.6,\\n \\\"wind\\\": 3.8,\\n \\\"weather\\\": \\\"snow\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-03-18T00:00:00\\\",\\n \\\"precipitation\\\": 3.6,\\n \\\"temp_max\\\": 5,\\n \\\"temp_min\\\": -0.6,\\n \\\"wind\\\": 2.7,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-03-19T00:00:00\\\",\\n \\\"precipitation\\\": 2,\\n \\\"temp_max\\\": 7.2,\\n \\\"temp_min\\\": -1.1,\\n \\\"wind\\\": 3,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-03-20T00:00:00\\\",\\n \\\"precipitation\\\": 3.6,\\n \\\"temp_max\\\": 7.8,\\n \\\"temp_min\\\": 2.2,\\n \\\"wind\\\": 6.4,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-03-21T00:00:00\\\",\\n \\\"precipitation\\\": 1.3,\\n \\\"temp_max\\\": 8.9,\\n \\\"temp_min\\\": 1.1,\\n \\\"wind\\\": 2.5,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-03-22T00:00:00\\\",\\n \\\"precipitation\\\": 4.1,\\n \\\"temp_max\\\": 10,\\n \\\"temp_min\\\": 1.7,\\n \\\"wind\\\": 2.1,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-03-23T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 12.2,\\n \\\"temp_min\\\": 0.6,\\n \\\"wind\\\": 2.8,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-03-24T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 15,\\n \\\"temp_min\\\": 3.3,\\n \\\"wind\\\": 5.2,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-03-25T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 13.3,\\n \\\"temp_min\\\": 2.2,\\n \\\"wind\\\": 2.7,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-03-26T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 12.8,\\n \\\"temp_min\\\": 6.1,\\n \\\"wind\\\": 4.3,\\n \\\"weather\\\": \\\"drizzle\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-03-27T00:00:00\\\",\\n \\\"precipitation\\\": 4.8,\\n \\\"temp_max\\\": 14.4,\\n \\\"temp_min\\\": 6.7,\\n \\\"wind\\\": 3.8,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-03-28T00:00:00\\\",\\n \\\"precipitation\\\": 1.3,\\n \\\"temp_max\\\": 10.6,\\n \\\"temp_min\\\": 7.2,\\n \\\"wind\\\": 5.9,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-03-29T00:00:00\\\",\\n \\\"precipitation\\\": 27.4,\\n \\\"temp_max\\\": 10,\\n \\\"temp_min\\\": 6.1,\\n \\\"wind\\\": 4.4,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-03-30T00:00:00\\\",\\n \\\"precipitation\\\": 5.6,\\n \\\"temp_max\\\": 9.4,\\n \\\"temp_min\\\": 5,\\n \\\"wind\\\": 4.7,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-03-31T00:00:00\\\",\\n \\\"precipitation\\\": 13.2,\\n \\\"temp_max\\\": 10,\\n \\\"temp_min\\\": 2.8,\\n \\\"wind\\\": 3.4,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-04-01T00:00:00\\\",\\n \\\"precipitation\\\": 1.5,\\n \\\"temp_max\\\": 8.9,\\n \\\"temp_min\\\": 4.4,\\n \\\"wind\\\": 6.8,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-04-02T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 16.7,\\n \\\"temp_min\\\": 4.4,\\n \\\"wind\\\": 3.1,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-04-03T00:00:00\\\",\\n \\\"precipitation\\\": 1.5,\\n \\\"temp_max\\\": 11.7,\\n \\\"temp_min\\\": 3.3,\\n \\\"wind\\\": 3.1,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-04-04T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 10.6,\\n \\\"temp_min\\\": 2.8,\\n \\\"wind\\\": 2.1,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-04-05T00:00:00\\\",\\n \\\"precipitation\\\": 4.6,\\n \\\"temp_max\\\": 9.4,\\n \\\"temp_min\\\": 2.8,\\n \\\"wind\\\": 1.8,\\n \\\"weather\\\": \\\"snow\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-04-06T00:00:00\\\",\\n \\\"precipitation\\\": 0.3,\\n \\\"temp_max\\\": 11.1,\\n \\\"temp_min\\\": 3.3,\\n \\\"wind\\\": 2.6,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-04-07T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 16.1,\\n \\\"temp_min\\\": 1.7,\\n \\\"wind\\\": 4.3,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-04-08T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 21.1,\\n \\\"temp_min\\\": 7.2,\\n \\\"wind\\\": 4.1,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-04-09T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 20,\\n \\\"temp_min\\\": 6.1,\\n \\\"wind\\\": 2.1,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-04-10T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 17.8,\\n \\\"temp_min\\\": 8.9,\\n \\\"wind\\\": 3.2,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-04-11T00:00:00\\\",\\n \\\"precipitation\\\": 2.3,\\n \\\"temp_max\\\": 11.1,\\n \\\"temp_min\\\": 7.2,\\n \\\"wind\\\": 2.6,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-04-12T00:00:00\\\",\\n \\\"precipitation\\\": 0.5,\\n \\\"temp_max\\\": 13.9,\\n \\\"temp_min\\\": 5.6,\\n \\\"wind\\\": 2.6,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-04-13T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 15,\\n \\\"temp_min\\\": 3.9,\\n \\\"wind\\\": 4,\\n \\\"weather\\\": \\\"drizzle\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-04-14T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 15.6,\\n \\\"temp_min\\\": 3.3,\\n \\\"wind\\\": 3,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-04-15T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 16.1,\\n \\\"temp_min\\\": 7.2,\\n \\\"wind\\\": 2.9,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-04-16T00:00:00\\\",\\n \\\"precipitation\\\": 8.1,\\n \\\"temp_max\\\": 13.3,\\n \\\"temp_min\\\": 6.7,\\n \\\"wind\\\": 5.8,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-04-17T00:00:00\\\",\\n \\\"precipitation\\\": 1.8,\\n \\\"temp_max\\\": 10,\\n \\\"temp_min\\\": 4.4,\\n \\\"wind\\\": 2,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-04-18T00:00:00\\\",\\n \\\"precipitation\\\": 1.8,\\n \\\"temp_max\\\": 13.3,\\n \\\"temp_min\\\": 7.2,\\n \\\"wind\\\": 3.9,\\n \\\"weather\\\": 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\\\"temp_min\\\": 8.3,\\n \\\"wind\\\": 6.5,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-10-05T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 21.7,\\n \\\"temp_min\\\": 8.9,\\n \\\"wind\\\": 5.7,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-10-06T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 23.9,\\n \\\"temp_min\\\": 7.8,\\n \\\"wind\\\": 5.1,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-10-07T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 23.9,\\n \\\"temp_min\\\": 7.8,\\n \\\"wind\\\": 1.3,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-10-08T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 21.1,\\n \\\"temp_min\\\": 7.8,\\n \\\"wind\\\": 1.9,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-10-09T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 16.1,\\n \\\"temp_min\\\": 8.9,\\n \\\"wind\\\": 1.6,\\n \\\"weather\\\": \\\"drizzle\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-10-10T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 12.2,\\n \\\"temp_min\\\": 8.3,\\n \\\"wind\\\": 1.4,\\n \\\"weather\\\": \\\"drizzle\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-10-11T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 13.9,\\n \\\"temp_min\\\": 7.2,\\n \\\"wind\\\": 1.3,\\n \\\"weather\\\": \\\"drizzle\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-10-12T00:00:00\\\",\\n \\\"precipitation\\\": 2,\\n \\\"temp_max\\\": 13.9,\\n \\\"temp_min\\\": 8.9,\\n \\\"wind\\\": 4.6,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-10-13T00:00:00\\\",\\n \\\"precipitation\\\": 4.8,\\n \\\"temp_max\\\": 15.6,\\n \\\"temp_min\\\": 12.2,\\n \\\"wind\\\": 3.9,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-10-14T00:00:00\\\",\\n \\\"precipitation\\\": 16.5,\\n \\\"temp_max\\\": 17.8,\\n \\\"temp_min\\\": 13.3,\\n \\\"wind\\\": 3.4,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-10-15T00:00:00\\\",\\n \\\"precipitation\\\": 7.9,\\n \\\"temp_max\\\": 17.2,\\n \\\"temp_min\\\": 11.1,\\n \\\"wind\\\": 4.6,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-10-16T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 16.1,\\n \\\"temp_min\\\": 8.3,\\n \\\"wind\\\": 5.5,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-10-17T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 14.4,\\n \\\"temp_min\\\": 6.1,\\n \\\"wind\\\": 1.6,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-10-18T00:00:00\\\",\\n \\\"precipitation\\\": 20.8,\\n \\\"temp_max\\\": 17.8,\\n \\\"temp_min\\\": 6.7,\\n \\\"wind\\\": 2,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-10-19T00:00:00\\\",\\n \\\"precipitation\\\": 4.8,\\n \\\"temp_max\\\": 15,\\n \\\"temp_min\\\": 9.4,\\n \\\"wind\\\": 5.3,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-10-20T00:00:00\\\",\\n \\\"precipitation\\\": 0.5,\\n \\\"temp_max\\\": 11.1,\\n \\\"temp_min\\\": 6.1,\\n \\\"wind\\\": 5.7,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-10-21T00:00:00\\\",\\n \\\"precipitation\\\": 6.4,\\n \\\"temp_max\\\": 11.7,\\n \\\"temp_min\\\": 4.4,\\n \\\"wind\\\": 2.7,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-10-22T00:00:00\\\",\\n \\\"precipitation\\\": 8.9,\\n \\\"temp_max\\\": 7.8,\\n \\\"temp_min\\\": 3.3,\\n \\\"wind\\\": 2.6,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-10-23T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 11.1,\\n \\\"temp_min\\\": 5.6,\\n \\\"wind\\\": 3,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-10-24T00:00:00\\\",\\n \\\"precipitation\\\": 7.1,\\n \\\"temp_max\\\": 11.7,\\n \\\"temp_min\\\": 6.1,\\n \\\"wind\\\": 2.1,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-10-25T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 11.7,\\n \\\"temp_min\\\": 6.7,\\n \\\"wind\\\": 1.5,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-10-26T00:00:00\\\",\\n \\\"precipitation\\\": 1.5,\\n \\\"temp_max\\\": 11.1,\\n \\\"temp_min\\\": 7.2,\\n \\\"wind\\\": 2.5,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-10-27T00:00:00\\\",\\n \\\"precipitation\\\": 23.1,\\n \\\"temp_max\\\": 14.4,\\n \\\"temp_min\\\": 9.4,\\n \\\"wind\\\": 5.1,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-10-28T00:00:00\\\",\\n \\\"precipitation\\\": 6.1,\\n \\\"temp_max\\\": 14.4,\\n \\\"temp_min\\\": 10,\\n \\\"wind\\\": 3.8,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-10-29T00:00:00\\\",\\n \\\"precipitation\\\": 10.9,\\n \\\"temp_max\\\": 15.6,\\n \\\"temp_min\\\": 10,\\n \\\"wind\\\": 4.9,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-10-30T00:00:00\\\",\\n \\\"precipitation\\\": 34.5,\\n \\\"temp_max\\\": 15,\\n \\\"temp_min\\\": 12.2,\\n \\\"wind\\\": 2.8,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-10-31T00:00:00\\\",\\n \\\"precipitation\\\": 14.5,\\n \\\"temp_max\\\": 15.6,\\n \\\"temp_min\\\": 11.1,\\n \\\"wind\\\": 2.7,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-11-01T00:00:00\\\",\\n \\\"precipitation\\\": 9.7,\\n \\\"temp_max\\\": 15,\\n \\\"temp_min\\\": 10.6,\\n \\\"wind\\\": 3,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-11-02T00:00:00\\\",\\n \\\"precipitation\\\": 5.6,\\n \\\"temp_max\\\": 15,\\n \\\"temp_min\\\": 10.6,\\n \\\"wind\\\": 1,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-11-03T00:00:00\\\",\\n \\\"precipitation\\\": 0.5,\\n \\\"temp_max\\\": 15.6,\\n \\\"temp_min\\\": 11.1,\\n \\\"wind\\\": 3.6,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-11-04T00:00:00\\\",\\n \\\"precipitation\\\": 8.1,\\n \\\"temp_max\\\": 17.8,\\n \\\"temp_min\\\": 12.8,\\n \\\"wind\\\": 3.8,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-11-05T00:00:00\\\",\\n \\\"precipitation\\\": 0.8,\\n \\\"temp_max\\\": 15,\\n \\\"temp_min\\\": 7.8,\\n \\\"wind\\\": 4,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-11-06T00:00:00\\\",\\n \\\"precipitation\\\": 0.3,\\n \\\"temp_max\\\": 12.8,\\n \\\"temp_min\\\": 6.7,\\n \\\"wind\\\": 3.5,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-11-07T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 12.2,\\n \\\"temp_min\\\": 3.9,\\n \\\"wind\\\": 3.4,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-11-08T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 10,\\n \\\"temp_min\\\": 1.1,\\n \\\"wind\\\": 3.4,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-11-09T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 8.9,\\n \\\"temp_min\\\": 1.1,\\n \\\"wind\\\": 2,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-11-10T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 7.8,\\n \\\"temp_min\\\": -0.6,\\n \\\"wind\\\": 2.2,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-11-11T00:00:00\\\",\\n \\\"precipitation\\\": 15.2,\\n \\\"temp_max\\\": 8.9,\\n \\\"temp_min\\\": 1.1,\\n \\\"wind\\\": 3,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-11-12T00:00:00\\\",\\n \\\"precipitation\\\": 3.6,\\n \\\"temp_max\\\": 12.8,\\n \\\"temp_min\\\": 6.1,\\n \\\"wind\\\": 3,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-11-13T00:00:00\\\",\\n \\\"precipitation\\\": 5.3,\\n \\\"temp_max\\\": 11.1,\\n \\\"temp_min\\\": 7.8,\\n \\\"wind\\\": 2.5,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-11-14T00:00:00\\\",\\n \\\"precipitation\\\": 0.8,\\n \\\"temp_max\\\": 11.1,\\n \\\"temp_min\\\": 5,\\n \\\"wind\\\": 2.6,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-11-15T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 9.4,\\n \\\"temp_min\\\": 2.8,\\n \\\"wind\\\": 2.4,\\n \\\"weather\\\": \\\"drizzle\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-11-16T00:00:00\\\",\\n \\\"precipitation\\\": 5.6,\\n \\\"temp_max\\\": 9.4,\\n \\\"temp_min\\\": 2.2,\\n \\\"wind\\\": 1.6,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-11-17T00:00:00\\\",\\n \\\"precipitation\\\": 6.1,\\n \\\"temp_max\\\": 12.2,\\n \\\"temp_min\\\": 6.1,\\n \\\"wind\\\": 5.3,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-11-18T00:00:00\\\",\\n \\\"precipitation\\\": 7.9,\\n \\\"temp_max\\\": 10,\\n \\\"temp_min\\\": 6.1,\\n \\\"wind\\\": 4.9,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-11-19T00:00:00\\\",\\n \\\"precipitation\\\": 54.1,\\n \\\"temp_max\\\": 13.3,\\n \\\"temp_min\\\": 8.3,\\n \\\"wind\\\": 6,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-11-20T00:00:00\\\",\\n \\\"precipitation\\\": 3.8,\\n \\\"temp_max\\\": 11.1,\\n \\\"temp_min\\\": 7.2,\\n \\\"wind\\\": 4.2,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-11-21T00:00:00\\\",\\n \\\"precipitation\\\": 11.2,\\n \\\"temp_max\\\": 8.3,\\n \\\"temp_min\\\": 3.9,\\n \\\"wind\\\": 5.5,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-11-22T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 8.9,\\n \\\"temp_min\\\": 2.8,\\n \\\"wind\\\": 1.5,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-11-23T00:00:00\\\",\\n \\\"precipitation\\\": 32,\\n \\\"temp_max\\\": 9.4,\\n \\\"temp_min\\\": 6.1,\\n \\\"wind\\\": 2.4,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-11-24T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 8.9,\\n \\\"temp_min\\\": 3.9,\\n \\\"wind\\\": 1.2,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-11-25T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 8.3,\\n \\\"temp_min\\\": 1.1,\\n \\\"wind\\\": 3.6,\\n \\\"weather\\\": \\\"drizzle\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-11-26T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 9.4,\\n \\\"temp_min\\\": 1.7,\\n \\\"wind\\\": 3.8,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-11-27T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 10,\\n \\\"temp_min\\\": 1.7,\\n \\\"wind\\\": 1.5,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-11-28T00:00:00\\\",\\n \\\"precipitation\\\": 2.8,\\n \\\"temp_max\\\": 9.4,\\n \\\"temp_min\\\": 2.2,\\n \\\"wind\\\": 2.9,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-11-29T00:00:00\\\",\\n \\\"precipitation\\\": 1.5,\\n \\\"temp_max\\\": 12.8,\\n \\\"temp_min\\\": 7.8,\\n \\\"wind\\\": 4.2,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-11-30T00:00:00\\\",\\n \\\"precipitation\\\": 35.6,\\n \\\"temp_max\\\": 15,\\n \\\"temp_min\\\": 7.8,\\n \\\"wind\\\": 4.6,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-12-01T00:00:00\\\",\\n \\\"precipitation\\\": 4.1,\\n \\\"temp_max\\\": 13.3,\\n \\\"temp_min\\\": 8.3,\\n \\\"wind\\\": 5.5,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-12-02T00:00:00\\\",\\n \\\"precipitation\\\": 19.6,\\n \\\"temp_max\\\": 8.3,\\n \\\"temp_min\\\": 7.2,\\n \\\"wind\\\": 6.2,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-12-03T00:00:00\\\",\\n \\\"precipitation\\\": 13,\\n \\\"temp_max\\\": 9.4,\\n \\\"temp_min\\\": 7.2,\\n \\\"wind\\\": 4.4,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-12-04T00:00:00\\\",\\n \\\"precipitation\\\": 14.2,\\n \\\"temp_max\\\": 11.7,\\n \\\"temp_min\\\": 7.2,\\n \\\"wind\\\": 6.2,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-12-05T00:00:00\\\",\\n \\\"precipitation\\\": 1.5,\\n \\\"temp_max\\\": 8.9,\\n \\\"temp_min\\\": 4.4,\\n \\\"wind\\\": 5,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-12-06T00:00:00\\\",\\n \\\"precipitation\\\": 1.5,\\n \\\"temp_max\\\": 7.2,\\n \\\"temp_min\\\": 6.1,\\n \\\"wind\\\": 5.1,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-12-07T00:00:00\\\",\\n \\\"precipitation\\\": 1,\\n \\\"temp_max\\\": 7.8,\\n \\\"temp_min\\\": 3.3,\\n \\\"wind\\\": 4.6,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-12-08T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 6.7,\\n \\\"temp_min\\\": 3.3,\\n \\\"wind\\\": 2,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-12-09T00:00:00\\\",\\n \\\"precipitation\\\": 1.5,\\n \\\"temp_max\\\": 6.7,\\n \\\"temp_min\\\": 2.8,\\n \\\"wind\\\": 2.1,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-12-10T00:00:00\\\",\\n \\\"precipitation\\\": 0.5,\\n \\\"temp_max\\\": 7.2,\\n \\\"temp_min\\\": 5.6,\\n \\\"wind\\\": 1.8,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-12-11T00:00:00\\\",\\n \\\"precipitation\\\": 3,\\n \\\"temp_max\\\": 7.8,\\n \\\"temp_min\\\": 5.6,\\n \\\"wind\\\": 4.5,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-12-12T00:00:00\\\",\\n \\\"precipitation\\\": 8.1,\\n \\\"temp_max\\\": 6.7,\\n \\\"temp_min\\\": 4.4,\\n \\\"wind\\\": 2,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-12-13T00:00:00\\\",\\n \\\"precipitation\\\": 2.3,\\n \\\"temp_max\\\": 7.2,\\n \\\"temp_min\\\": 3.3,\\n \\\"wind\\\": 2.8,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-12-14T00:00:00\\\",\\n \\\"precipitation\\\": 7.9,\\n \\\"temp_max\\\": 6.1,\\n \\\"temp_min\\\": 1.1,\\n \\\"wind\\\": 1.7,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-12-15T00:00:00\\\",\\n \\\"precipitation\\\": 5.3,\\n \\\"temp_max\\\": 4.4,\\n \\\"temp_min\\\": 0.6,\\n \\\"wind\\\": 5.1,\\n \\\"weather\\\": \\\"snow\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-12-16T00:00:00\\\",\\n \\\"precipitation\\\": 22.6,\\n \\\"temp_max\\\": 6.7,\\n \\\"temp_min\\\": 3.3,\\n \\\"wind\\\": 5.5,\\n \\\"weather\\\": \\\"snow\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-12-17T00:00:00\\\",\\n \\\"precipitation\\\": 2,\\n \\\"temp_max\\\": 8.3,\\n \\\"temp_min\\\": 1.7,\\n \\\"wind\\\": 9.5,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-12-18T00:00:00\\\",\\n \\\"precipitation\\\": 3.3,\\n \\\"temp_max\\\": 3.9,\\n \\\"temp_min\\\": 0.6,\\n \\\"wind\\\": 5.3,\\n \\\"weather\\\": \\\"snow\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-12-19T00:00:00\\\",\\n \\\"precipitation\\\": 13.7,\\n \\\"temp_max\\\": 8.3,\\n \\\"temp_min\\\": 1.7,\\n \\\"wind\\\": 5.8,\\n \\\"weather\\\": \\\"snow\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-12-20T00:00:00\\\",\\n \\\"precipitation\\\": 13.2,\\n \\\"temp_max\\\": 7.2,\\n \\\"temp_min\\\": 0.6,\\n \\\"wind\\\": 3.7,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-12-21T00:00:00\\\",\\n \\\"precipitation\\\": 1.8,\\n \\\"temp_max\\\": 8.3,\\n \\\"temp_min\\\": -1.7,\\n \\\"wind\\\": 1.7,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-12-22T00:00:00\\\",\\n \\\"precipitation\\\": 3.3,\\n \\\"temp_max\\\": 8.3,\\n \\\"temp_min\\\": 3.9,\\n \\\"wind\\\": 3.5,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-12-23T00:00:00\\\",\\n \\\"precipitation\\\": 6.6,\\n \\\"temp_max\\\": 7.2,\\n \\\"temp_min\\\": 3.3,\\n \\\"wind\\\": 2.5,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-12-24T00:00:00\\\",\\n \\\"precipitation\\\": 0.3,\\n \\\"temp_max\\\": 5.6,\\n \\\"temp_min\\\": 2.8,\\n \\\"wind\\\": 2.8,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-12-25T00:00:00\\\",\\n \\\"precipitation\\\": 13.5,\\n \\\"temp_max\\\": 5.6,\\n \\\"temp_min\\\": 2.8,\\n \\\"wind\\\": 4.2,\\n \\\"weather\\\": \\\"snow\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-12-26T00:00:00\\\",\\n \\\"precipitation\\\": 4.6,\\n \\\"temp_max\\\": 6.7,\\n \\\"temp_min\\\": 3.3,\\n \\\"wind\\\": 4.9,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-12-27T00:00:00\\\",\\n \\\"precipitation\\\": 4.1,\\n \\\"temp_max\\\": 7.8,\\n \\\"temp_min\\\": 3.3,\\n \\\"wind\\\": 3.2,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-12-28T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 8.3,\\n \\\"temp_min\\\": 3.9,\\n \\\"wind\\\": 1.7,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-12-29T00:00:00\\\",\\n \\\"precipitation\\\": 1.5,\\n \\\"temp_max\\\": 5,\\n \\\"temp_min\\\": 3.3,\\n \\\"wind\\\": 1.7,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-12-30T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 4.4,\\n \\\"temp_min\\\": 0,\\n \\\"wind\\\": 1.8,\\n \\\"weather\\\": \\\"drizzle\\\"\\n },\\n {\\n \\\"date\\\": \\\"2012-12-31T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 3.3,\\n \\\"temp_min\\\": -1.1,\\n \\\"wind\\\": 2,\\n \\\"weather\\\": \\\"drizzle\\\"\\n },\\n {\\n \\\"date\\\": \\\"2013-01-01T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 5,\\n \\\"temp_min\\\": -2.8,\\n \\\"wind\\\": 2.7,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2013-01-02T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 6.1,\\n \\\"temp_min\\\": -1.1,\\n \\\"wind\\\": 3.2,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2013-01-03T00:00:00\\\",\\n \\\"precipitation\\\": 4.1,\\n \\\"temp_max\\\": 6.7,\\n \\\"temp_min\\\": -1.7,\\n \\\"wind\\\": 3,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2013-01-04T00:00:00\\\",\\n \\\"precipitation\\\": 2.5,\\n \\\"temp_max\\\": 10,\\n \\\"temp_min\\\": 2.2,\\n \\\"wind\\\": 2.8,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2013-01-05T00:00:00\\\",\\n \\\"precipitation\\\": 3,\\n \\\"temp_max\\\": 6.7,\\n \\\"temp_min\\\": 4.4,\\n \\\"wind\\\": 3.1,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2013-01-06T00:00:00\\\",\\n \\\"precipitation\\\": 2,\\n \\\"temp_max\\\": 7.2,\\n \\\"temp_min\\\": 2.8,\\n \\\"wind\\\": 3,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2013-01-07T00:00:00\\\",\\n \\\"precipitation\\\": 2.3,\\n \\\"temp_max\\\": 10,\\n \\\"temp_min\\\": 4.4,\\n \\\"wind\\\": 7.3,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2013-01-08T00:00:00\\\",\\n \\\"precipitation\\\": 16.3,\\n \\\"temp_max\\\": 11.7,\\n \\\"temp_min\\\": 5.6,\\n \\\"wind\\\": 6.3,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2013-01-09T00:00:00\\\",\\n \\\"precipitation\\\": 38.4,\\n \\\"temp_max\\\": 10,\\n \\\"temp_min\\\": 1.7,\\n \\\"wind\\\": 5.1,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2013-01-10T00:00:00\\\",\\n \\\"precipitation\\\": 0.3,\\n \\\"temp_max\\\": 3.3,\\n \\\"temp_min\\\": -0.6,\\n \\\"wind\\\": 2.1,\\n \\\"weather\\\": \\\"snow\\\"\\n },\\n {\\n \\\"date\\\": \\\"2013-01-11T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 2.8,\\n \\\"temp_min\\\": -2.8,\\n \\\"wind\\\": 1.9,\\n \\\"weather\\\": \\\"drizzle\\\"\\n },\\n {\\n \\\"date\\\": \\\"2013-01-12T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 2.8,\\n \\\"temp_min\\\": -3.9,\\n \\\"wind\\\": 2,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2013-01-13T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 2.2,\\n \\\"temp_min\\\": -4.4,\\n \\\"wind\\\": 1.5,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2013-01-14T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 3.3,\\n \\\"temp_min\\\": -2.2,\\n \\\"wind\\\": 1.3,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2013-01-15T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 6.7,\\n \\\"temp_min\\\": -0.6,\\n \\\"wind\\\": 2.3,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2013-01-16T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 6.1,\\n \\\"temp_min\\\": -3.9,\\n \\\"wind\\\": 1.8,\\n \\\"weather\\\": \\\"drizzle\\\"\\n },\\n {\\n \\\"date\\\": \\\"2013-01-17T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 3.9,\\n \\\"temp_min\\\": -2.8,\\n \\\"wind\\\": 1,\\n \\\"weather\\\": \\\"drizzle\\\"\\n },\\n {\\n \\\"date\\\": \\\"2013-01-18T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 3.3,\\n \\\"temp_min\\\": -1.1,\\n \\\"wind\\\": 1.3,\\n \\\"weather\\\": \\\"drizzle\\\"\\n },\\n {\\n \\\"date\\\": \\\"2013-01-19T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 1.1,\\n \\\"temp_min\\\": -0.6,\\n \\\"wind\\\": 1.9,\\n \\\"weather\\\": \\\"drizzle\\\"\\n },\\n {\\n \\\"date\\\": \\\"2013-01-20T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 3.3,\\n \\\"temp_min\\\": -0.6,\\n \\\"wind\\\": 2.1,\\n \\\"weather\\\": \\\"drizzle\\\"\\n },\\n {\\n \\\"date\\\": \\\"2013-01-21T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 2.2,\\n \\\"temp_min\\\": -1.7,\\n \\\"wind\\\": 1.1,\\n \\\"weather\\\": \\\"drizzle\\\"\\n },\\n {\\n \\\"date\\\": \\\"2013-01-22T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 3.3,\\n \\\"temp_min\\\": -1.7,\\n \\\"wind\\\": 0.6,\\n \\\"weather\\\": \\\"drizzle\\\"\\n },\\n {\\n \\\"date\\\": \\\"2013-01-23T00:00:00\\\",\\n \\\"precipitation\\\": 5.1,\\n \\\"temp_max\\\": 7.2,\\n \\\"temp_min\\\": 2.2,\\n \\\"wind\\\": 3.1,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2013-01-24T00:00:00\\\",\\n \\\"precipitation\\\": 5.8,\\n \\\"temp_max\\\": 7.2,\\n \\\"temp_min\\\": 1.1,\\n \\\"wind\\\": 2.6,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2013-01-25T00:00:00\\\",\\n \\\"precipitation\\\": 3,\\n \\\"temp_max\\\": 10.6,\\n \\\"temp_min\\\": 2.8,\\n \\\"wind\\\": 2.1,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2013-01-26T00:00:00\\\",\\n \\\"precipitation\\\": 2.3,\\n \\\"temp_max\\\": 8.3,\\n \\\"temp_min\\\": 3.9,\\n \\\"wind\\\": 4.5,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2013-01-27T00:00:00\\\",\\n \\\"precipitation\\\": 1.8,\\n \\\"temp_max\\\": 5.6,\\n \\\"temp_min\\\": 3.9,\\n \\\"wind\\\": 4.5,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2013-01-28T00:00:00\\\",\\n \\\"precipitation\\\": 7.9,\\n \\\"temp_max\\\": 6.1,\\n \\\"temp_min\\\": 3.3,\\n \\\"wind\\\": 3.2,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2013-01-29T00:00:00\\\",\\n \\\"precipitation\\\": 4.3,\\n \\\"temp_max\\\": 8.3,\\n \\\"temp_min\\\": 5,\\n \\\"wind\\\": 3.9,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2013-01-30T00:00:00\\\",\\n \\\"precipitation\\\": 3.6,\\n \\\"temp_max\\\": 8.9,\\n \\\"temp_min\\\": 6.7,\\n \\\"wind\\\": 3.9,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2013-01-31T00:00:00\\\",\\n \\\"precipitation\\\": 3,\\n \\\"temp_max\\\": 9.4,\\n \\\"temp_min\\\": 7.2,\\n \\\"wind\\\": 4,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2013-02-01T00:00:00\\\",\\n \\\"precipitation\\\": 0.3,\\n \\\"temp_max\\\": 11.7,\\n \\\"temp_min\\\": 5,\\n \\\"wind\\\": 2.9,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2013-02-02T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 6.1,\\n \\\"temp_min\\\": 2.8,\\n \\\"wind\\\": 2,\\n \\\"weather\\\": \\\"drizzle\\\"\\n },\\n {\\n \\\"date\\\": \\\"2013-02-03T00:00:00\\\",\\n \\\"precipitation\\\": 2.3,\\n \\\"temp_max\\\": 8.9,\\n \\\"temp_min\\\": 2.8,\\n \\\"wind\\\": 2.9,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2013-02-04T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 10.6,\\n \\\"temp_min\\\": 6.7,\\n \\\"wind\\\": 2.6,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2013-02-05T00:00:00\\\",\\n \\\"precipitation\\\": 3.3,\\n \\\"temp_max\\\": 10,\\n \\\"temp_min\\\": 6.7,\\n \\\"wind\\\": 5.1,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2013-02-06T00:00:00\\\",\\n \\\"precipitation\\\": 1,\\n \\\"temp_max\\\": 10.6,\\n \\\"temp_min\\\": 6.1,\\n \\\"wind\\\": 4.5,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2013-02-07T00:00:00\\\",\\n \\\"precipitation\\\": 1.3,\\n \\\"temp_max\\\": 9.4,\\n \\\"temp_min\\\": 3.3,\\n \\\"wind\\\": 4.1,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2013-02-08T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 7.8,\\n \\\"temp_min\\\": 2.2,\\n \\\"wind\\\": 1.3,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2013-02-09T00:00:00\\\",\\n \\\"precipitation\\\": 0.3,\\n \\\"temp_max\\\": 8.3,\\n \\\"temp_min\\\": 4.4,\\n \\\"wind\\\": 1.3,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2013-02-10T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 8.9,\\n \\\"temp_min\\\": 1.7,\\n \\\"wind\\\": 2,\\n \\\"weather\\\": \\\"drizzle\\\"\\n },\\n {\\n \\\"date\\\": \\\"2013-02-11T00:00:00\\\",\\n \\\"precipitation\\\": 0.3,\\n \\\"temp_max\\\": 8.3,\\n \\\"temp_min\\\": 4.4,\\n \\\"wind\\\": 1.4,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2013-02-12T00:00:00\\\",\\n \\\"precipitation\\\": 1,\\n \\\"temp_max\\\": 11.1,\\n \\\"temp_min\\\": 7.2,\\n \\\"wind\\\": 5.6,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2013-02-13T00:00:00\\\",\\n \\\"precipitation\\\": 2.3,\\n \\\"temp_max\\\": 9.4,\\n \\\"temp_min\\\": 7.2,\\n \\\"wind\\\": 4.1,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2013-02-14T00:00:00\\\",\\n \\\"precipitation\\\": 1,\\n \\\"temp_max\\\": 9.4,\\n \\\"temp_min\\\": 5.6,\\n \\\"wind\\\": 2.2,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2013-02-15T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 13.3,\\n \\\"temp_min\\\": 5,\\n \\\"wind\\\": 2.4,\\n \\\"weather\\\": \\\"drizzle\\\"\\n },\\n {\\n \\\"date\\\": \\\"2013-02-16T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 11.1,\\n \\\"temp_min\\\": 3.9,\\n \\\"wind\\\": 5.6,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2013-02-17T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 9.4,\\n \\\"temp_min\\\": 4.4,\\n \\\"wind\\\": 3.4,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2013-02-18T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 7.8,\\n \\\"temp_min\\\": 3.9,\\n \\\"wind\\\": 1.9,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2013-02-19T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 10.6,\\n \\\"temp_min\\\": 1.7,\\n \\\"wind\\\": 3.4,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2013-02-20T00:00:00\\\",\\n \\\"precipitation\\\": 1.5,\\n \\\"temp_max\\\": 7.8,\\n \\\"temp_min\\\": 1.1,\\n \\\"wind\\\": 2.1,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2013-02-21T00:00:00\\\",\\n \\\"precipitation\\\": 0.5,\\n \\\"temp_max\\\": 6.7,\\n \\\"temp_min\\\": 3.9,\\n \\\"wind\\\": 6.2,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2013-02-22T00:00:00\\\",\\n \\\"precipitation\\\": 9.4,\\n \\\"temp_max\\\": 7.8,\\n \\\"temp_min\\\": 3.9,\\n \\\"wind\\\": 8.1,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2013-02-23T00:00:00\\\",\\n \\\"precipitation\\\": 0.3,\\n \\\"temp_max\\\": 10,\\n \\\"temp_min\\\": 3.9,\\n \\\"wind\\\": 4.6,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2013-02-24T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 8.9,\\n \\\"temp_min\\\": 5,\\n \\\"wind\\\": 5.5,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2013-02-25T00:00:00\\\",\\n \\\"precipitation\\\": 2.3,\\n \\\"temp_max\\\": 10.6,\\n \\\"temp_min\\\": 3.3,\\n \\\"wind\\\": 7.1,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2013-02-26T00:00:00\\\",\\n \\\"precipitation\\\": 0.5,\\n \\\"temp_max\\\": 8.9,\\n \\\"temp_min\\\": 3.9,\\n \\\"wind\\\": 3.8,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2013-02-27T00:00:00\\\",\\n \\\"precipitation\\\": 4.6,\\n \\\"temp_max\\\": 10,\\n \\\"temp_min\\\": 4.4,\\n \\\"wind\\\": 1.8,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2013-02-28T00:00:00\\\",\\n \\\"precipitation\\\": 8.1,\\n \\\"temp_max\\\": 11.7,\\n \\\"temp_min\\\": 6.7,\\n \\\"wind\\\": 3.8,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2013-03-01T00:00:00\\\",\\n \\\"precipitation\\\": 4.1,\\n \\\"temp_max\\\": 15,\\n \\\"temp_min\\\": 11.1,\\n \\\"wind\\\": 5.4,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2013-03-02T00:00:00\\\",\\n \\\"precipitation\\\": 0.8,\\n \\\"temp_max\\\": 13.9,\\n \\\"temp_min\\\": 5,\\n \\\"wind\\\": 4.5,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2013-03-03T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 11.1,\\n \\\"temp_min\\\": 2.2,\\n \\\"wind\\\": 2.8,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2013-03-04T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 13.3,\\n \\\"temp_min\\\": 0,\\n \\\"wind\\\": 3.9,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2013-03-05T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 9.4,\\n \\\"temp_min\\\": 6.1,\\n \\\"wind\\\": 2.4,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2013-03-06T00:00:00\\\",\\n \\\"precipitation\\\": 11.9,\\n \\\"temp_max\\\": 7.2,\\n \\\"temp_min\\\": 5,\\n \\\"wind\\\": 4.1,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2013-03-07T00:00:00\\\",\\n \\\"precipitation\\\": 7.4,\\n \\\"temp_max\\\": 12.2,\\n \\\"temp_min\\\": 5,\\n \\\"wind\\\": 2.5,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2013-03-08T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 11.7,\\n \\\"temp_min\\\": 2.2,\\n \\\"wind\\\": 2.6,\\n \\\"weather\\\": \\\"drizzle\\\"\\n },\\n {\\n \\\"date\\\": \\\"2013-03-09T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 12.8,\\n \\\"temp_min\\\": 1.1,\\n \\\"wind\\\": 1.3,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2013-03-10T00:00:00\\\",\\n \\\"precipitation\\\": 0.8,\\n \\\"temp_max\\\": 7.8,\\n \\\"temp_min\\\": 3.9,\\n \\\"wind\\\": 1.6,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2013-03-11T00:00:00\\\",\\n \\\"precipitation\\\": 1.3,\\n \\\"temp_max\\\": 10.6,\\n \\\"temp_min\\\": 6.1,\\n \\\"wind\\\": 1.1,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2013-03-12T00:00:00\\\",\\n \\\"precipitation\\\": 2,\\n \\\"temp_max\\\": 12.8,\\n \\\"temp_min\\\": 10,\\n \\\"wind\\\": 5.7,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2013-03-13T00:00:00\\\",\\n \\\"precipitation\\\": 2.3,\\n \\\"temp_max\\\": 11.7,\\n \\\"temp_min\\\": 9.4,\\n \\\"wind\\\": 3.7,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2013-03-14T00:00:00\\\",\\n \\\"precipitation\\\": 2.8,\\n \\\"temp_max\\\": 11.7,\\n \\\"temp_min\\\": 9.4,\\n \\\"wind\\\": 3,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2013-03-15T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 14.4,\\n \\\"temp_min\\\": 8.9,\\n \\\"wind\\\": 4.3,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2013-03-16T00:00:00\\\",\\n \\\"precipitation\\\": 4.3,\\n \\\"temp_max\\\": 10.6,\\n \\\"temp_min\\\": 4.4,\\n \\\"wind\\\": 6.4,\\n \\\"weather\\\": 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\\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 11.7,\\n \\\"temp_min\\\": 3.3,\\n \\\"wind\\\": 0.7,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2013-11-29T00:00:00\\\",\\n \\\"precipitation\\\": 0.5,\\n \\\"temp_max\\\": 9.4,\\n \\\"temp_min\\\": 5,\\n \\\"wind\\\": 2.1,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2013-11-30T00:00:00\\\",\\n \\\"precipitation\\\": 2.3,\\n \\\"temp_max\\\": 11.1,\\n \\\"temp_min\\\": 7.2,\\n \\\"wind\\\": 3.9,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2013-12-01T00:00:00\\\",\\n \\\"precipitation\\\": 3,\\n \\\"temp_max\\\": 13.3,\\n \\\"temp_min\\\": 7.8,\\n \\\"wind\\\": 8.8,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2013-12-02T00:00:00\\\",\\n \\\"precipitation\\\": 4.6,\\n \\\"temp_max\\\": 7.8,\\n \\\"temp_min\\\": 1.7,\\n \\\"wind\\\": 3.5,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2013-12-03T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 5,\\n \\\"temp_min\\\": -0.5,\\n \\\"wind\\\": 5.6,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2013-12-04T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 4.4,\\n \\\"temp_min\\\": -2.1,\\n \\\"wind\\\": 1.6,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2013-12-05T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 1.1,\\n \\\"temp_min\\\": -4.9,\\n \\\"wind\\\": 2.6,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2013-12-06T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 1.1,\\n \\\"temp_min\\\": -4.3,\\n \\\"wind\\\": 4.7,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2013-12-07T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 0,\\n \\\"temp_min\\\": -7.1,\\n \\\"wind\\\": 3.1,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2013-12-08T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 2.2,\\n \\\"temp_min\\\": -6.6,\\n \\\"wind\\\": 2.2,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2013-12-09T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 1.1,\\n \\\"temp_min\\\": -4.9,\\n \\\"wind\\\": 1.3,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2013-12-10T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 5.6,\\n \\\"temp_min\\\": 0.6,\\n \\\"wind\\\": 1.5,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2013-12-11T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 5,\\n \\\"temp_min\\\": -1.6,\\n \\\"wind\\\": 0.8,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2013-12-12T00:00:00\\\",\\n \\\"precipitation\\\": 6.9,\\n \\\"temp_max\\\": 5.6,\\n \\\"temp_min\\\": -0.5,\\n \\\"wind\\\": 2.3,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2013-12-13T00:00:00\\\",\\n \\\"precipitation\\\": 0.5,\\n \\\"temp_max\\\": 9.4,\\n \\\"temp_min\\\": 5.6,\\n \\\"wind\\\": 2.9,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2013-12-14T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 9.4,\\n \\\"temp_min\\\": 6.1,\\n \\\"wind\\\": 3.7,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2013-12-15T00:00:00\\\",\\n \\\"precipitation\\\": 1.3,\\n \\\"temp_max\\\": 11.7,\\n \\\"temp_min\\\": 8.3,\\n \\\"wind\\\": 3.9,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2013-12-16T00:00:00\\\",\\n \\\"precipitation\\\": 0.3,\\n \\\"temp_max\\\": 10,\\n \\\"temp_min\\\": 4.4,\\n \\\"wind\\\": 1,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2013-12-17T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 8.3,\\n \\\"temp_min\\\": 4.4,\\n \\\"wind\\\": 2.7,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2013-12-18T00:00:00\\\",\\n \\\"precipitation\\\": 1.3,\\n \\\"temp_max\\\": 7.8,\\n \\\"temp_min\\\": 2.2,\\n \\\"wind\\\": 2.8,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2013-12-19T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 5,\\n \\\"temp_min\\\": 0,\\n \\\"wind\\\": 2.1,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2013-12-20T00:00:00\\\",\\n \\\"precipitation\\\": 5.6,\\n \\\"temp_max\\\": 8.3,\\n \\\"temp_min\\\": 0.6,\\n \\\"wind\\\": 3.7,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2013-12-21T00:00:00\\\",\\n \\\"precipitation\\\": 5.6,\\n \\\"temp_max\\\": 8.9,\\n \\\"temp_min\\\": 5.6,\\n \\\"wind\\\": 2.3,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2013-12-22T00:00:00\\\",\\n \\\"precipitation\\\": 10.7,\\n \\\"temp_max\\\": 10.6,\\n \\\"temp_min\\\": 8.3,\\n \\\"wind\\\": 4,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2013-12-23T00:00:00\\\",\\n \\\"precipitation\\\": 1.5,\\n \\\"temp_max\\\": 11.7,\\n \\\"temp_min\\\": 6.1,\\n \\\"wind\\\": 5.9,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2013-12-24T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 8.3,\\n \\\"temp_min\\\": 2.8,\\n \\\"wind\\\": 1.7,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2013-12-25T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 6.7,\\n \\\"temp_min\\\": 1.7,\\n \\\"wind\\\": 0.8,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2013-12-26T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 6.7,\\n \\\"temp_min\\\": 0.6,\\n \\\"wind\\\": 0.5,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2013-12-27T00:00:00\\\",\\n \\\"precipitation\\\": 0.3,\\n \\\"temp_max\\\": 8.9,\\n \\\"temp_min\\\": 0,\\n \\\"wind\\\": 2.1,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2013-12-28T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 9.4,\\n \\\"temp_min\\\": 3.3,\\n \\\"wind\\\": 1.3,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2013-12-29T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 7.2,\\n \\\"temp_min\\\": 1.7,\\n \\\"wind\\\": 1.1,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2013-12-30T00:00:00\\\",\\n \\\"precipitation\\\": 0.3,\\n \\\"temp_max\\\": 8.9,\\n \\\"temp_min\\\": 4.4,\\n \\\"wind\\\": 2.6,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2013-12-31T00:00:00\\\",\\n \\\"precipitation\\\": 0.5,\\n \\\"temp_max\\\": 8.3,\\n \\\"temp_min\\\": 5,\\n \\\"wind\\\": 1.7,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-01-01T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 7.2,\\n \\\"temp_min\\\": 3.3,\\n \\\"wind\\\": 1.2,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-01-02T00:00:00\\\",\\n \\\"precipitation\\\": 4.1,\\n \\\"temp_max\\\": 10.6,\\n \\\"temp_min\\\": 6.1,\\n \\\"wind\\\": 3.2,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-01-03T00:00:00\\\",\\n \\\"precipitation\\\": 1.5,\\n \\\"temp_max\\\": 8.9,\\n \\\"temp_min\\\": 2.8,\\n \\\"wind\\\": 2.6,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-01-04T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 7.8,\\n \\\"temp_min\\\": 0.6,\\n \\\"wind\\\": 2.7,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-01-05T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 8.3,\\n \\\"temp_min\\\": -0.5,\\n \\\"wind\\\": 3.7,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-01-06T00:00:00\\\",\\n \\\"precipitation\\\": 0.3,\\n \\\"temp_max\\\": 7.8,\\n \\\"temp_min\\\": -0.5,\\n \\\"wind\\\": 2.6,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-01-07T00:00:00\\\",\\n \\\"precipitation\\\": 12.2,\\n \\\"temp_max\\\": 8.3,\\n \\\"temp_min\\\": 5,\\n \\\"wind\\\": 1.6,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-01-08T00:00:00\\\",\\n \\\"precipitation\\\": 9.7,\\n \\\"temp_max\\\": 10,\\n \\\"temp_min\\\": 7.2,\\n \\\"wind\\\": 4.6,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-01-09T00:00:00\\\",\\n \\\"precipitation\\\": 5.8,\\n \\\"temp_max\\\": 9.4,\\n \\\"temp_min\\\": 5.6,\\n \\\"wind\\\": 6.3,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-01-10T00:00:00\\\",\\n \\\"precipitation\\\": 4.3,\\n \\\"temp_max\\\": 12.8,\\n \\\"temp_min\\\": 8.3,\\n \\\"wind\\\": 7,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-01-11T00:00:00\\\",\\n \\\"precipitation\\\": 21.3,\\n \\\"temp_max\\\": 14.4,\\n \\\"temp_min\\\": 7.2,\\n \\\"wind\\\": 8.8,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-01-12T00:00:00\\\",\\n \\\"precipitation\\\": 1.5,\\n \\\"temp_max\\\": 11.1,\\n \\\"temp_min\\\": 5.6,\\n \\\"wind\\\": 8.1,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-01-13T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 10.6,\\n \\\"temp_min\\\": 10,\\n \\\"wind\\\": 7.1,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-01-14T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 11.1,\\n \\\"temp_min\\\": 7.2,\\n \\\"wind\\\": 1.3,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-01-15T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 11.1,\\n \\\"temp_min\\\": 5.6,\\n \\\"wind\\\": 2.5,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-01-16T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 6.7,\\n \\\"temp_min\\\": 4.4,\\n \\\"wind\\\": 2.7,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-01-17T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 5.6,\\n \\\"temp_min\\\": 2.8,\\n \\\"wind\\\": 2.3,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-01-18T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 9.4,\\n \\\"temp_min\\\": 0.6,\\n \\\"wind\\\": 2.2,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-01-19T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 6.1,\\n \\\"temp_min\\\": 3.3,\\n \\\"wind\\\": 2.5,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-01-20T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 10,\\n \\\"temp_min\\\": 2.8,\\n \\\"wind\\\": 2.2,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-01-21T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 10,\\n \\\"temp_min\\\": 1.7,\\n \\\"wind\\\": 1.5,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-01-22T00:00:00\\\",\\n \\\"precipitation\\\": 0.5,\\n \\\"temp_max\\\": 9.4,\\n \\\"temp_min\\\": 5.6,\\n \\\"wind\\\": 2.6,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-01-23T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 10,\\n \\\"temp_min\\\": 2.8,\\n \\\"wind\\\": 5.2,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-01-24T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 12.8,\\n \\\"temp_min\\\": 1.1,\\n \\\"wind\\\": 1.9,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-01-25T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 12.2,\\n \\\"temp_min\\\": 1.1,\\n \\\"wind\\\": 0.8,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-01-26T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 8.3,\\n \\\"temp_min\\\": 0.6,\\n \\\"wind\\\": 1.3,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-01-27T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 9.4,\\n \\\"temp_min\\\": 1.7,\\n \\\"wind\\\": 1.3,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-01-28T00:00:00\\\",\\n \\\"precipitation\\\": 8.9,\\n \\\"temp_max\\\": 11.1,\\n \\\"temp_min\\\": 6.1,\\n \\\"wind\\\": 1.6,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-01-29T00:00:00\\\",\\n \\\"precipitation\\\": 21.6,\\n \\\"temp_max\\\": 11.1,\\n \\\"temp_min\\\": 7.2,\\n \\\"wind\\\": 3.4,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-01-30T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 8.3,\\n \\\"temp_min\\\": 6.1,\\n \\\"wind\\\": 6.4,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-01-31T00:00:00\\\",\\n \\\"precipitation\\\": 2.3,\\n \\\"temp_max\\\": 7.8,\\n \\\"temp_min\\\": 5.6,\\n \\\"wind\\\": 2.6,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-02-01T00:00:00\\\",\\n \\\"precipitation\\\": 2,\\n \\\"temp_max\\\": 7.8,\\n \\\"temp_min\\\": 2.8,\\n \\\"wind\\\": 0.8,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-02-02T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 8.9,\\n \\\"temp_min\\\": 1.1,\\n \\\"wind\\\": 2.5,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-02-03T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 5,\\n \\\"temp_min\\\": 0,\\n \\\"wind\\\": 4.3,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-02-04T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 2.8,\\n \\\"temp_min\\\": -2.1,\\n \\\"wind\\\": 4.7,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-02-05T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": -0.5,\\n \\\"temp_min\\\": -5.5,\\n \\\"wind\\\": 6.6,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-02-06T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": -1.6,\\n \\\"temp_min\\\": -6,\\n \\\"wind\\\": 4.5,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-02-07T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 3.3,\\n \\\"temp_min\\\": -4.9,\\n \\\"wind\\\": 4.2,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-02-08T00:00:00\\\",\\n \\\"precipitation\\\": 5.1,\\n \\\"temp_max\\\": 5.6,\\n \\\"temp_min\\\": -0.5,\\n \\\"wind\\\": 4.6,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-02-09T00:00:00\\\",\\n \\\"precipitation\\\": 0.5,\\n \\\"temp_max\\\": 3.9,\\n \\\"temp_min\\\": 0,\\n \\\"wind\\\": 2.4,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-02-10T00:00:00\\\",\\n \\\"precipitation\\\": 18.3,\\n \\\"temp_max\\\": 10,\\n \\\"temp_min\\\": 2.2,\\n \\\"wind\\\": 4.7,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-02-11T00:00:00\\\",\\n \\\"precipitation\\\": 17,\\n \\\"temp_max\\\": 12.2,\\n \\\"temp_min\\\": 5.6,\\n \\\"wind\\\": 3.8,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-02-12T00:00:00\\\",\\n \\\"precipitation\\\": 4.6,\\n \\\"temp_max\\\": 12.2,\\n \\\"temp_min\\\": 7.2,\\n \\\"wind\\\": 6.4,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-02-13T00:00:00\\\",\\n \\\"precipitation\\\": 1.8,\\n \\\"temp_max\\\": 12.8,\\n \\\"temp_min\\\": 7.8,\\n \\\"wind\\\": 6.3,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-02-14T00:00:00\\\",\\n \\\"precipitation\\\": 9.4,\\n \\\"temp_max\\\": 11.7,\\n \\\"temp_min\\\": 6.1,\\n \\\"wind\\\": 6.4,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-02-15T00:00:00\\\",\\n \\\"precipitation\\\": 11.7,\\n \\\"temp_max\\\": 11.1,\\n \\\"temp_min\\\": 5,\\n \\\"wind\\\": 5.1,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-02-16T00:00:00\\\",\\n \\\"precipitation\\\": 26.4,\\n \\\"temp_max\\\": 9.4,\\n \\\"temp_min\\\": 3.9,\\n \\\"wind\\\": 7.9,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-02-17T00:00:00\\\",\\n \\\"precipitation\\\": 14.5,\\n \\\"temp_max\\\": 8.3,\\n \\\"temp_min\\\": 4.4,\\n \\\"wind\\\": 5.5,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-02-18T00:00:00\\\",\\n \\\"precipitation\\\": 15.2,\\n \\\"temp_max\\\": 8.9,\\n \\\"temp_min\\\": 5,\\n \\\"wind\\\": 6.2,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-02-19T00:00:00\\\",\\n \\\"precipitation\\\": 1,\\n \\\"temp_max\\\": 8.3,\\n \\\"temp_min\\\": 3.9,\\n \\\"wind\\\": 6,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-02-20T00:00:00\\\",\\n \\\"precipitation\\\": 3,\\n \\\"temp_max\\\": 10,\\n \\\"temp_min\\\": 5.6,\\n \\\"wind\\\": 6.9,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-02-21T00:00:00\\\",\\n \\\"precipitation\\\": 2.8,\\n \\\"temp_max\\\": 6.7,\\n \\\"temp_min\\\": 3.9,\\n \\\"wind\\\": 2.9,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-02-22T00:00:00\\\",\\n \\\"precipitation\\\": 2.5,\\n \\\"temp_max\\\": 5.6,\\n \\\"temp_min\\\": 2.8,\\n \\\"wind\\\": 3.1,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-02-23T00:00:00\\\",\\n \\\"precipitation\\\": 6.1,\\n \\\"temp_max\\\": 7.2,\\n \\\"temp_min\\\": 3.9,\\n \\\"wind\\\": 2.6,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-02-24T00:00:00\\\",\\n \\\"precipitation\\\": 13,\\n \\\"temp_max\\\": 6.7,\\n \\\"temp_min\\\": 3.3,\\n \\\"wind\\\": 3.2,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-02-25T00:00:00\\\",\\n \\\"precipitation\\\": 0.3,\\n \\\"temp_max\\\": 12.2,\\n \\\"temp_min\\\": 3.9,\\n \\\"wind\\\": 4.5,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-02-26T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 13.9,\\n \\\"temp_min\\\": 5.6,\\n \\\"wind\\\": 2.5,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-02-27T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 12.8,\\n \\\"temp_min\\\": 4.4,\\n \\\"wind\\\": 2.3,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-02-28T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 14.4,\\n \\\"temp_min\\\": 4.4,\\n \\\"wind\\\": 5.9,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-03-01T00:00:00\\\",\\n \\\"precipitation\\\": 0.5,\\n \\\"temp_max\\\": 7.2,\\n \\\"temp_min\\\": 4.4,\\n \\\"wind\\\": 4.7,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-03-02T00:00:00\\\",\\n \\\"precipitation\\\": 19.1,\\n \\\"temp_max\\\": 11.1,\\n \\\"temp_min\\\": 2.8,\\n \\\"wind\\\": 5.7,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-03-03T00:00:00\\\",\\n \\\"precipitation\\\": 10.7,\\n \\\"temp_max\\\": 14.4,\\n \\\"temp_min\\\": 8.9,\\n \\\"wind\\\": 5.1,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-03-04T00:00:00\\\",\\n \\\"precipitation\\\": 16.5,\\n \\\"temp_max\\\": 13.9,\\n \\\"temp_min\\\": 7.8,\\n \\\"wind\\\": 3.9,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-03-05T00:00:00\\\",\\n \\\"precipitation\\\": 46.7,\\n \\\"temp_max\\\": 15.6,\\n \\\"temp_min\\\": 10.6,\\n \\\"wind\\\": 3.9,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-03-06T00:00:00\\\",\\n \\\"precipitation\\\": 3,\\n \\\"temp_max\\\": 13.3,\\n \\\"temp_min\\\": 10,\\n \\\"wind\\\": 6.2,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-03-07T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 15.6,\\n \\\"temp_min\\\": 8.9,\\n \\\"wind\\\": 4.2,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-03-08T00:00:00\\\",\\n \\\"precipitation\\\": 32.3,\\n \\\"temp_max\\\": 12.8,\\n \\\"temp_min\\\": 6.7,\\n \\\"wind\\\": 2.7,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-03-09T00:00:00\\\",\\n \\\"precipitation\\\": 4.3,\\n \\\"temp_max\\\": 15,\\n \\\"temp_min\\\": 9.4,\\n \\\"wind\\\": 4.3,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-03-10T00:00:00\\\",\\n \\\"precipitation\\\": 18.8,\\n \\\"temp_max\\\": 12.2,\\n \\\"temp_min\\\": 6.1,\\n \\\"wind\\\": 2.2,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-03-11T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 14.4,\\n \\\"temp_min\\\": 4.4,\\n \\\"wind\\\": 2.3,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-03-12T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 16.1,\\n \\\"temp_min\\\": 3.3,\\n \\\"wind\\\": 1.9,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-03-13T00:00:00\\\",\\n \\\"precipitation\\\": 0.5,\\n \\\"temp_max\\\": 13.9,\\n \\\"temp_min\\\": 5,\\n \\\"wind\\\": 2.5,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-03-14T00:00:00\\\",\\n \\\"precipitation\\\": 6.9,\\n \\\"temp_max\\\": 14.4,\\n \\\"temp_min\\\": 8.3,\\n \\\"wind\\\": 6.1,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-03-15T00:00:00\\\",\\n \\\"precipitation\\\": 8.1,\\n \\\"temp_max\\\": 16.7,\\n \\\"temp_min\\\": 4.4,\\n \\\"wind\\\": 3,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-03-16T00:00:00\\\",\\n \\\"precipitation\\\": 27.7,\\n \\\"temp_max\\\": 10.6,\\n \\\"temp_min\\\": 4.4,\\n \\\"wind\\\": 3.8,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-03-17T00:00:00\\\",\\n \\\"precipitation\\\": 0.3,\\n \\\"temp_max\\\": 10,\\n \\\"temp_min\\\": 2.8,\\n \\\"wind\\\": 3.2,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-03-18T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 10,\\n \\\"temp_min\\\": 3.3,\\n \\\"wind\\\": 1.6,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-03-19T00:00:00\\\",\\n \\\"precipitation\\\": 0.5,\\n \\\"temp_max\\\": 11.1,\\n \\\"temp_min\\\": 3.3,\\n \\\"wind\\\": 5.1,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-03-20T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 11.1,\\n \\\"temp_min\\\": 1.7,\\n \\\"wind\\\": 3,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-03-21T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 10.6,\\n \\\"temp_min\\\": 2.8,\\n \\\"wind\\\": 3.8,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-03-22T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 11.1,\\n \\\"temp_min\\\": 1.1,\\n \\\"wind\\\": 1.8,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-03-23T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 12.8,\\n \\\"temp_min\\\": 4.4,\\n \\\"wind\\\": 3.3,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-03-24T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 18.9,\\n \\\"temp_min\\\": 2.8,\\n \\\"wind\\\": 2.2,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-03-25T00:00:00\\\",\\n \\\"precipitation\\\": 4.1,\\n \\\"temp_max\\\": 13.9,\\n \\\"temp_min\\\": 6.7,\\n \\\"wind\\\": 4.4,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-03-26T00:00:00\\\",\\n \\\"precipitation\\\": 3.6,\\n \\\"temp_max\\\": 11.1,\\n \\\"temp_min\\\": 5.6,\\n \\\"wind\\\": 2.4,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-03-27T00:00:00\\\",\\n \\\"precipitation\\\": 0.3,\\n \\\"temp_max\\\": 12.2,\\n \\\"temp_min\\\": 6.7,\\n \\\"wind\\\": 2.8,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-03-28T00:00:00\\\",\\n \\\"precipitation\\\": 22.1,\\n \\\"temp_max\\\": 11.7,\\n \\\"temp_min\\\": 7.2,\\n \\\"wind\\\": 3.9,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-03-29T00:00:00\\\",\\n \\\"precipitation\\\": 14,\\n \\\"temp_max\\\": 11.7,\\n \\\"temp_min\\\": 7.2,\\n \\\"wind\\\": 5.1,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-03-30T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 11.1,\\n \\\"temp_min\\\": 5,\\n \\\"wind\\\": 5.1,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-03-31T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 15.6,\\n \\\"temp_min\\\": 2.2,\\n \\\"wind\\\": 3.8,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-04-01T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 14.4,\\n \\\"temp_min\\\": 6.7,\\n \\\"wind\\\": 2.8,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-04-02T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 14.4,\\n \\\"temp_min\\\": 5.6,\\n \\\"wind\\\": 4.2,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-04-03T00:00:00\\\",\\n \\\"precipitation\\\": 2.5,\\n \\\"temp_max\\\": 13.3,\\n \\\"temp_min\\\": 6.1,\\n \\\"wind\\\": 3.9,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-04-04T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 12.8,\\n \\\"temp_min\\\": 6.1,\\n \\\"wind\\\": 4.7,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-04-05T00:00:00\\\",\\n \\\"precipitation\\\": 4.6,\\n \\\"temp_max\\\": 11.7,\\n \\\"temp_min\\\": 7.8,\\n \\\"wind\\\": 4.3,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-04-06T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 13.9,\\n \\\"temp_min\\\": 8.3,\\n \\\"wind\\\": 2.6,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-04-07T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 21.1,\\n \\\"temp_min\\\": 9.4,\\n \\\"wind\\\": 2.5,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-04-08T00:00:00\\\",\\n \\\"precipitation\\\": 4.6,\\n \\\"temp_max\\\": 15.6,\\n \\\"temp_min\\\": 8.3,\\n \\\"wind\\\": 4.2,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-04-09T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 14.4,\\n \\\"temp_min\\\": 6.7,\\n \\\"wind\\\": 2.9,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-04-10T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 15,\\n \\\"temp_min\\\": 6.7,\\n \\\"wind\\\": 3.6,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-04-11T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 17.2,\\n \\\"temp_min\\\": 5,\\n \\\"wind\\\": 2.8,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-04-12T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 16.1,\\n \\\"temp_min\\\": 7.8,\\n \\\"wind\\\": 4.4,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-04-13T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 20.6,\\n \\\"temp_min\\\": 5.6,\\n \\\"wind\\\": 3.1,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-04-14T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 20,\\n \\\"temp_min\\\": 5.6,\\n \\\"wind\\\": 2.6,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-04-15T00:00:00\\\",\\n \\\"precipitation\\\": 0.5,\\n \\\"temp_max\\\": 14.4,\\n \\\"temp_min\\\": 7.8,\\n \\\"wind\\\": 4,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-04-16T00:00:00\\\",\\n \\\"precipitation\\\": 10.9,\\n \\\"temp_max\\\": 11.1,\\n \\\"temp_min\\\": 8.9,\\n \\\"wind\\\": 4.6,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-04-17T00:00:00\\\",\\n \\\"precipitation\\\": 18.5,\\n \\\"temp_max\\\": 11.7,\\n \\\"temp_min\\\": 7.2,\\n \\\"wind\\\": 4.7,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-04-18T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 14.4,\\n \\\"temp_min\\\": 5.6,\\n \\\"wind\\\": 3.8,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-04-19T00:00:00\\\",\\n \\\"precipitation\\\": 13.7,\\n \\\"temp_max\\\": 11.7,\\n \\\"temp_min\\\": 5.6,\\n \\\"wind\\\": 4.7,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-04-20T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 15.6,\\n \\\"temp_min\\\": 5.6,\\n \\\"wind\\\": 2.7,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-04-21T00:00:00\\\",\\n \\\"precipitation\\\": 5.1,\\n \\\"temp_max\\\": 17.2,\\n \\\"temp_min\\\": 7.8,\\n \\\"wind\\\": 2.5,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-04-22T00:00:00\\\",\\n \\\"precipitation\\\": 14.2,\\n \\\"temp_max\\\": 12.2,\\n \\\"temp_min\\\": 5,\\n \\\"wind\\\": 4.2,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-04-23T00:00:00\\\",\\n \\\"precipitation\\\": 8.9,\\n \\\"temp_max\\\": 11.7,\\n \\\"temp_min\\\": 6.1,\\n \\\"wind\\\": 5,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-04-24T00:00:00\\\",\\n \\\"precipitation\\\": 12.4,\\n \\\"temp_max\\\": 13.9,\\n \\\"temp_min\\\": 6.1,\\n \\\"wind\\\": 5.3,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-04-25T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 14.4,\\n \\\"temp_min\\\": 5.6,\\n \\\"wind\\\": 2.3,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-04-26T00:00:00\\\",\\n \\\"precipitation\\\": 3.3,\\n \\\"temp_max\\\": 15,\\n \\\"temp_min\\\": 5.6,\\n \\\"wind\\\": 3.9,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-04-27T00:00:00\\\",\\n \\\"precipitation\\\": 6.9,\\n \\\"temp_max\\\": 11.1,\\n \\\"temp_min\\\": 6.1,\\n \\\"wind\\\": 5.8,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-04-28T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 16.1,\\n \\\"temp_min\\\": 4.4,\\n \\\"wind\\\": 2.6,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-04-29T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 25,\\n \\\"temp_min\\\": 9.4,\\n \\\"wind\\\": 2.3,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-04-30T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 27.8,\\n \\\"temp_min\\\": 9.4,\\n \\\"wind\\\": 3.9,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-05-01T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 29.4,\\n \\\"temp_min\\\": 11.1,\\n \\\"wind\\\": 3,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-05-02T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 18.3,\\n \\\"temp_min\\\": 10.6,\\n \\\"wind\\\": 4.7,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-05-03T00:00:00\\\",\\n \\\"precipitation\\\": 33.3,\\n \\\"temp_max\\\": 15,\\n \\\"temp_min\\\": 8.9,\\n \\\"wind\\\": 3.4,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-05-04T00:00:00\\\",\\n \\\"precipitation\\\": 16,\\n \\\"temp_max\\\": 14.4,\\n \\\"temp_min\\\": 8.9,\\n \\\"wind\\\": 4.2,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-05-05T00:00:00\\\",\\n \\\"precipitation\\\": 5.1,\\n \\\"temp_max\\\": 15.6,\\n \\\"temp_min\\\": 9.4,\\n \\\"wind\\\": 3.8,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-05-06T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 16.7,\\n \\\"temp_min\\\": 8.3,\\n \\\"wind\\\": 2.6,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-05-07T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 18.3,\\n \\\"temp_min\\\": 7.2,\\n \\\"wind\\\": 1.7,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-05-08T00:00:00\\\",\\n \\\"precipitation\\\": 13.7,\\n \\\"temp_max\\\": 13.9,\\n \\\"temp_min\\\": 9.4,\\n \\\"wind\\\": 3.4,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-05-09T00:00:00\\\",\\n \\\"precipitation\\\": 2,\\n \\\"temp_max\\\": 13.3,\\n \\\"temp_min\\\": 7.2,\\n \\\"wind\\\": 5.6,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-05-10T00:00:00\\\",\\n \\\"precipitation\\\": 0.5,\\n \\\"temp_max\\\": 15.6,\\n \\\"temp_min\\\": 7.2,\\n \\\"wind\\\": 2.1,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-05-11T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 18.9,\\n \\\"temp_min\\\": 8.3,\\n \\\"wind\\\": 1.7,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-05-12T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 24.4,\\n \\\"temp_min\\\": 9.4,\\n \\\"wind\\\": 2.7,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-05-13T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 26.7,\\n \\\"temp_min\\\": 12.8,\\n \\\"wind\\\": 3.8,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-05-14T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 27.8,\\n \\\"temp_min\\\": 13.3,\\n \\\"wind\\\": 3.3,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-05-15T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 26.7,\\n \\\"temp_min\\\": 12.8,\\n \\\"wind\\\": 3,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-05-16T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 20,\\n \\\"temp_min\\\": 11.7,\\n \\\"wind\\\": 4.1,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-05-17T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 20,\\n \\\"temp_min\\\": 11.7,\\n \\\"wind\\\": 3.2,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-05-18T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 20,\\n \\\"temp_min\\\": 10.6,\\n \\\"wind\\\": 3.2,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-05-19T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 21.1,\\n \\\"temp_min\\\": 10,\\n \\\"wind\\\": 2.2,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-05-20T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 22.2,\\n \\\"temp_min\\\": 10,\\n \\\"wind\\\": 2.7,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-05-21T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 20,\\n \\\"temp_min\\\": 10.6,\\n \\\"wind\\\": 1.7,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-05-22T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 24.4,\\n \\\"temp_min\\\": 11.7,\\n \\\"wind\\\": 2.5,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-05-23T00:00:00\\\",\\n \\\"precipitation\\\": 3.8,\\n \\\"temp_max\\\": 20,\\n \\\"temp_min\\\": 12.8,\\n \\\"wind\\\": 4,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-05-24T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 18.3,\\n \\\"temp_min\\\": 11.1,\\n \\\"wind\\\": 2.4,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-05-25T00:00:00\\\",\\n \\\"precipitation\\\": 5.6,\\n \\\"temp_max\\\": 15,\\n \\\"temp_min\\\": 10.6,\\n \\\"wind\\\": 1.4,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-05-26T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 18.3,\\n \\\"temp_min\\\": 11.1,\\n \\\"wind\\\": 4.5,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-05-27T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 20,\\n \\\"temp_min\\\": 10,\\n \\\"wind\\\": 2.5,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-05-28T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 18.9,\\n \\\"temp_min\\\": 10,\\n \\\"wind\\\": 3.4,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-05-29T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 18.9,\\n \\\"temp_min\\\": 11.1,\\n \\\"wind\\\": 4.3,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-05-30T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 20.6,\\n \\\"temp_min\\\": 8.9,\\n \\\"wind\\\": 4.5,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-05-31T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 23.3,\\n \\\"temp_min\\\": 10,\\n \\\"wind\\\": 2.2,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-06-01T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 22.2,\\n \\\"temp_min\\\": 10.6,\\n \\\"wind\\\": 2.3,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-06-02T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 23.3,\\n \\\"temp_min\\\": 11.1,\\n \\\"wind\\\": 2.4,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-06-03T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 18.3,\\n \\\"temp_min\\\": 11.1,\\n \\\"wind\\\": 3.2,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-06-04T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 19.4,\\n \\\"temp_min\\\": 10,\\n \\\"wind\\\": 2.6,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-06-05T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 22.2,\\n \\\"temp_min\\\": 10,\\n \\\"wind\\\": 2.4,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-06-06T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 25,\\n \\\"temp_min\\\": 10.6,\\n \\\"wind\\\": 3.2,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-06-07T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 24.4,\\n \\\"temp_min\\\": 13.3,\\n \\\"wind\\\": 3.1,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-06-08T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 23.3,\\n \\\"temp_min\\\": 12.2,\\n \\\"wind\\\": 2.1,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-06-09T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 21.1,\\n \\\"temp_min\\\": 13.3,\\n \\\"wind\\\": 3.6,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-06-10T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 20,\\n \\\"temp_min\\\": 12.2,\\n \\\"wind\\\": 2.9,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-06-11T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 23.9,\\n \\\"temp_min\\\": 11.1,\\n \\\"wind\\\": 2.7,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-06-12T00:00:00\\\",\\n \\\"precipitation\\\": 1.8,\\n \\\"temp_max\\\": 21.7,\\n \\\"temp_min\\\": 12.2,\\n \\\"wind\\\": 4,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-06-13T00:00:00\\\",\\n \\\"precipitation\\\": 6.4,\\n \\\"temp_max\\\": 15.6,\\n \\\"temp_min\\\": 11.1,\\n \\\"wind\\\": 5,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-06-14T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 17.8,\\n \\\"temp_min\\\": 11.7,\\n \\\"wind\\\": 3.2,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-06-15T00:00:00\\\",\\n \\\"precipitation\\\": 0.5,\\n \\\"temp_max\\\": 18.3,\\n \\\"temp_min\\\": 10,\\n \\\"wind\\\": 3.6,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-06-16T00:00:00\\\",\\n \\\"precipitation\\\": 3.6,\\n \\\"temp_max\\\": 17.8,\\n \\\"temp_min\\\": 8.9,\\n \\\"wind\\\": 2.4,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-06-17T00:00:00\\\",\\n \\\"precipitation\\\": 1.3,\\n \\\"temp_max\\\": 17.8,\\n \\\"temp_min\\\": 10,\\n \\\"wind\\\": 3,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-06-18T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 18.9,\\n \\\"temp_min\\\": 11.1,\\n \\\"wind\\\": 2.7,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-06-19T00:00:00\\\",\\n \\\"precipitation\\\": 0.8,\\n \\\"temp_max\\\": 25.6,\\n \\\"temp_min\\\": 11.7,\\n \\\"wind\\\": 3.7,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-06-20T00:00:00\\\",\\n \\\"precipitation\\\": 0.3,\\n \\\"temp_max\\\": 20,\\n \\\"temp_min\\\": 10,\\n \\\"wind\\\": 3.4,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-06-21T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 22.2,\\n \\\"temp_min\\\": 10.6,\\n \\\"wind\\\": 3.6,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-06-22T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 25,\\n \\\"temp_min\\\": 11.1,\\n \\\"wind\\\": 2.7,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-06-23T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 25,\\n \\\"temp_min\\\": 13.3,\\n \\\"wind\\\": 2.5,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-06-24T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 24.4,\\n \\\"temp_min\\\": 14.4,\\n \\\"wind\\\": 2.5,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-06-25T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 26.1,\\n \\\"temp_min\\\": 13.9,\\n \\\"wind\\\": 2.4,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-06-26T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 21.1,\\n \\\"temp_min\\\": 14.4,\\n \\\"wind\\\": 4.1,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-06-27T00:00:00\\\",\\n \\\"precipitation\\\": 1.8,\\n \\\"temp_max\\\": 21.1,\\n \\\"temp_min\\\": 13.9,\\n \\\"wind\\\": 4.5,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-06-28T00:00:00\\\",\\n \\\"precipitation\\\": 2.3,\\n \\\"temp_max\\\": 20,\\n \\\"temp_min\\\": 13.3,\\n \\\"wind\\\": 4.3,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-06-29T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 20.6,\\n \\\"temp_min\\\": 12.8,\\n \\\"wind\\\": 3.2,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-06-30T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 25.6,\\n \\\"temp_min\\\": 12.8,\\n \\\"wind\\\": 4.4,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-07-01T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 34.4,\\n \\\"temp_min\\\": 15.6,\\n \\\"wind\\\": 3.5,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-07-02T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 27.2,\\n \\\"temp_min\\\": 14.4,\\n \\\"wind\\\": 3.6,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-07-03T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 21.7,\\n \\\"temp_min\\\": 13.9,\\n \\\"wind\\\": 3.1,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-07-04T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 23.9,\\n \\\"temp_min\\\": 13.9,\\n \\\"wind\\\": 3.6,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-07-05T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 24.4,\\n \\\"temp_min\\\": 13.3,\\n \\\"wind\\\": 2.2,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-07-06T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 28.9,\\n \\\"temp_min\\\": 15,\\n \\\"wind\\\": 3,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-07-07T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 27.2,\\n \\\"temp_min\\\": 17.8,\\n \\\"wind\\\": 4.1,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-07-08T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 30,\\n \\\"temp_min\\\": 15.6,\\n \\\"wind\\\": 3.5,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-07-09T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 26.7,\\n \\\"temp_min\\\": 13.9,\\n \\\"wind\\\": 2.3,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-07-10T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 28.9,\\n \\\"temp_min\\\": 12.8,\\n \\\"wind\\\": 2.2,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-07-11T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 31.1,\\n \\\"temp_min\\\": 15,\\n \\\"wind\\\": 2.2,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-07-12T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 32.2,\\n \\\"temp_min\\\": 16.7,\\n \\\"wind\\\": 2.2,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-07-13T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 29.4,\\n \\\"temp_min\\\": 15,\\n \\\"wind\\\": 2.6,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-07-14T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 27.8,\\n \\\"temp_min\\\": 15,\\n \\\"wind\\\": 2.8,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-07-15T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 31.1,\\n \\\"temp_min\\\": 13.9,\\n \\\"wind\\\": 2.3,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-07-16T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 31.1,\\n \\\"temp_min\\\": 14.4,\\n \\\"wind\\\": 2.4,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-07-17T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 26.7,\\n \\\"temp_min\\\": 13.9,\\n \\\"wind\\\": 3.7,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-07-18T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 23.9,\\n \\\"temp_min\\\": 11.7,\\n \\\"wind\\\": 2.8,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-07-19T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 25.6,\\n \\\"temp_min\\\": 15,\\n \\\"wind\\\": 5.4,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-07-20T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 19.4,\\n \\\"temp_min\\\": 14.4,\\n \\\"wind\\\": 2.8,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-07-21T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 23.9,\\n \\\"temp_min\\\": 13.3,\\n \\\"wind\\\": 2.2,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-07-22T00:00:00\\\",\\n \\\"precipitation\\\": 0.3,\\n \\\"temp_max\\\": 21.1,\\n \\\"temp_min\\\": 13.3,\\n \\\"wind\\\": 1.1,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-07-23T00:00:00\\\",\\n \\\"precipitation\\\": 19.3,\\n \\\"temp_max\\\": 18.9,\\n \\\"temp_min\\\": 13.3,\\n \\\"wind\\\": 3.3,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-07-24T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 20.6,\\n \\\"temp_min\\\": 12.8,\\n \\\"wind\\\": 4.7,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-07-25T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 22.8,\\n \\\"temp_min\\\": 12.2,\\n \\\"wind\\\": 2.7,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-07-26T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 26.1,\\n \\\"temp_min\\\": 13.3,\\n \\\"wind\\\": 3.6,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-07-27T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 28.3,\\n \\\"temp_min\\\": 15,\\n \\\"wind\\\": 4.1,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-07-28T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 30.6,\\n \\\"temp_min\\\": 15,\\n \\\"wind\\\": 3.7,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-07-29T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 30,\\n \\\"temp_min\\\": 15.6,\\n \\\"wind\\\": 2.8,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-07-30T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 29.4,\\n \\\"temp_min\\\": 14.4,\\n \\\"wind\\\": 3.4,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-07-31T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 30.6,\\n \\\"temp_min\\\": 17.8,\\n \\\"wind\\\": 4.1,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-08-01T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 28.9,\\n \\\"temp_min\\\": 15,\\n \\\"wind\\\": 3.3,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-08-02T00:00:00\\\",\\n \\\"precipitation\\\": 0.5,\\n \\\"temp_max\\\": 29.4,\\n \\\"temp_min\\\": 15.6,\\n \\\"wind\\\": 1.7,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-08-03T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 31.7,\\n \\\"temp_min\\\": 14.4,\\n \\\"wind\\\": 2.6,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-08-04T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 32.8,\\n \\\"temp_min\\\": 16.1,\\n \\\"wind\\\": 2.6,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-08-05T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 25,\\n \\\"temp_min\\\": 13.9,\\n \\\"wind\\\": 2.7,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-08-06T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 26.1,\\n \\\"temp_min\\\": 15,\\n \\\"wind\\\": 2.2,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-08-07T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 25.6,\\n \\\"temp_min\\\": 13.3,\\n \\\"wind\\\": 2.4,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-08-08T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 25.6,\\n \\\"temp_min\\\": 13.3,\\n \\\"wind\\\": 2.9,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-08-09T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 27.2,\\n \\\"temp_min\\\": 15.6,\\n \\\"wind\\\": 4.1,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-08-10T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 30.6,\\n \\\"temp_min\\\": 13.9,\\n \\\"wind\\\": 3.4,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-08-11T00:00:00\\\",\\n \\\"precipitation\\\": 0.5,\\n \\\"temp_max\\\": 35.6,\\n \\\"temp_min\\\": 17.8,\\n \\\"wind\\\": 2.6,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-08-12T00:00:00\\\",\\n \\\"precipitation\\\": 12.7,\\n \\\"temp_max\\\": 27.2,\\n \\\"temp_min\\\": 17.2,\\n \\\"wind\\\": 3.1,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-08-13T00:00:00\\\",\\n \\\"precipitation\\\": 21.6,\\n \\\"temp_max\\\": 23.3,\\n \\\"temp_min\\\": 15,\\n \\\"wind\\\": 2.7,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-08-14T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 21.1,\\n \\\"temp_min\\\": 17.2,\\n \\\"wind\\\": 0.6,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-08-15T00:00:00\\\",\\n \\\"precipitation\\\": 1,\\n \\\"temp_max\\\": 24.4,\\n \\\"temp_min\\\": 16.7,\\n \\\"wind\\\": 1.5,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-08-16T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 25.6,\\n \\\"temp_min\\\": 15.6,\\n \\\"wind\\\": 2.2,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-08-17T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 27.8,\\n \\\"temp_min\\\": 15,\\n \\\"wind\\\": 2.8,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-08-18T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 29.4,\\n \\\"temp_min\\\": 15.6,\\n \\\"wind\\\": 3.3,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-08-19T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 27.2,\\n \\\"temp_min\\\": 15.6,\\n \\\"wind\\\": 2.4,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-08-20T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 21.7,\\n \\\"temp_min\\\": 13.9,\\n \\\"wind\\\": 3.6,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-08-21T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 21.1,\\n \\\"temp_min\\\": 11.1,\\n \\\"wind\\\": 1.7,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-08-22T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 23.9,\\n \\\"temp_min\\\": 13.3,\\n \\\"wind\\\": 2.9,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-08-23T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 27.8,\\n \\\"temp_min\\\": 13.9,\\n \\\"wind\\\": 2,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-08-24T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 25,\\n \\\"temp_min\\\": 13.3,\\n \\\"wind\\\": 2.3,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-08-25T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 28.9,\\n \\\"temp_min\\\": 14.4,\\n \\\"wind\\\": 2,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-08-26T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 31.1,\\n \\\"temp_min\\\": 15.6,\\n \\\"wind\\\": 1.8,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-08-27T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 28.9,\\n \\\"temp_min\\\": 16.1,\\n \\\"wind\\\": 1.6,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-08-28T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 23.3,\\n \\\"temp_min\\\": 14.4,\\n \\\"wind\\\": 2.3,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-08-29T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 22.8,\\n \\\"temp_min\\\": 15,\\n \\\"wind\\\": 3.4,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-08-30T00:00:00\\\",\\n \\\"precipitation\\\": 8.4,\\n \\\"temp_max\\\": 17.8,\\n \\\"temp_min\\\": 15,\\n \\\"wind\\\": 2.2,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-08-31T00:00:00\\\",\\n \\\"precipitation\\\": 1.3,\\n \\\"temp_max\\\": 21.1,\\n \\\"temp_min\\\": 13.9,\\n \\\"wind\\\": 1.9,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-09-01T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 23.3,\\n \\\"temp_min\\\": 12.8,\\n \\\"wind\\\": 2.5,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-09-02T00:00:00\\\",\\n \\\"precipitation\\\": 3,\\n \\\"temp_max\\\": 20,\\n \\\"temp_min\\\": 13.9,\\n \\\"wind\\\": 4.3,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-09-03T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 20.6,\\n \\\"temp_min\\\": 12.8,\\n \\\"wind\\\": 2.7,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-09-04T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 23.9,\\n \\\"temp_min\\\": 11.1,\\n \\\"wind\\\": 3.1,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-09-05T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 27.8,\\n \\\"temp_min\\\": 13.9,\\n \\\"wind\\\": 6.5,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-09-06T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 32.2,\\n \\\"temp_min\\\": 15,\\n \\\"wind\\\": 2.9,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-09-07T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 28.3,\\n \\\"temp_min\\\": 13.3,\\n \\\"wind\\\": 2.1,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-09-08T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 21.1,\\n \\\"temp_min\\\": 13.3,\\n \\\"wind\\\": 2.8,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-09-09T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 21.7,\\n \\\"temp_min\\\": 13.3,\\n \\\"wind\\\": 2.3,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-09-10T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 22.2,\\n \\\"temp_min\\\": 12.2,\\n \\\"wind\\\": 3.9,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-09-11T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 24.4,\\n \\\"temp_min\\\": 12.8,\\n \\\"wind\\\": 5.3,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-09-12T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 24.4,\\n \\\"temp_min\\\": 12.8,\\n \\\"wind\\\": 5.9,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-09-13T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 28.3,\\n \\\"temp_min\\\": 10,\\n \\\"wind\\\": 4.2,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-09-14T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 30,\\n \\\"temp_min\\\": 11.7,\\n \\\"wind\\\": 1.8,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-09-15T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 30.6,\\n \\\"temp_min\\\": 12.2,\\n \\\"wind\\\": 1.2,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-09-16T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 22.2,\\n \\\"temp_min\\\": 13.9,\\n \\\"wind\\\": 2.8,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-09-17T00:00:00\\\",\\n \\\"precipitation\\\": 0.5,\\n \\\"temp_max\\\": 22.8,\\n \\\"temp_min\\\": 14.4,\\n \\\"wind\\\": 2.3,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-09-18T00:00:00\\\",\\n \\\"precipitation\\\": 0.3,\\n \\\"temp_max\\\": 19.4,\\n \\\"temp_min\\\": 15,\\n \\\"wind\\\": 3.1,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-09-19T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 23.9,\\n \\\"temp_min\\\": 16.1,\\n \\\"wind\\\": 2.8,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-09-20T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 24.4,\\n \\\"temp_min\\\": 14.4,\\n \\\"wind\\\": 4.4,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-09-21T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 26.1,\\n \\\"temp_min\\\": 12.8,\\n \\\"wind\\\": 3,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-09-22T00:00:00\\\",\\n \\\"precipitation\\\": 0.3,\\n \\\"temp_max\\\": 22.2,\\n \\\"temp_min\\\": 15,\\n \\\"wind\\\": 2.1,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-09-23T00:00:00\\\",\\n \\\"precipitation\\\": 18.3,\\n \\\"temp_max\\\": 18.9,\\n \\\"temp_min\\\": 14.4,\\n \\\"wind\\\": 2.5,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-09-24T00:00:00\\\",\\n \\\"precipitation\\\": 20.3,\\n \\\"temp_max\\\": 18.9,\\n \\\"temp_min\\\": 14.4,\\n \\\"wind\\\": 2.7,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-09-25T00:00:00\\\",\\n \\\"precipitation\\\": 4.3,\\n \\\"temp_max\\\": 21.7,\\n \\\"temp_min\\\": 14.4,\\n \\\"wind\\\": 2.5,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-09-26T00:00:00\\\",\\n \\\"precipitation\\\": 8.9,\\n \\\"temp_max\\\": 20,\\n \\\"temp_min\\\": 13.9,\\n \\\"wind\\\": 3.3,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-09-27T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 20.6,\\n \\\"temp_min\\\": 11.7,\\n \\\"wind\\\": 3.2,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-09-28T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 18.9,\\n \\\"temp_min\\\": 12.2,\\n \\\"wind\\\": 2,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-09-29T00:00:00\\\",\\n \\\"precipitation\\\": 0.8,\\n \\\"temp_max\\\": 16.7,\\n \\\"temp_min\\\": 11.1,\\n \\\"wind\\\": 3.5,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-09-30T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 19.4,\\n \\\"temp_min\\\": 12.2,\\n \\\"wind\\\": 2.6,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-10-01T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 18.3,\\n \\\"temp_min\\\": 11.1,\\n \\\"wind\\\": 2.1,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-10-02T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 19.4,\\n \\\"temp_min\\\": 10,\\n \\\"wind\\\": 2,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-10-03T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 22.2,\\n \\\"temp_min\\\": 8.9,\\n \\\"wind\\\": 1,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-10-04T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 21.7,\\n \\\"temp_min\\\": 12.2,\\n \\\"wind\\\": 1.2,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-10-05T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 23.9,\\n \\\"temp_min\\\": 11.7,\\n \\\"wind\\\": 1.4,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-10-06T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 25.6,\\n \\\"temp_min\\\": 13.3,\\n \\\"wind\\\": 2.5,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-10-07T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 18.9,\\n \\\"temp_min\\\": 13.9,\\n \\\"wind\\\": 1,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-10-08T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 20.6,\\n \\\"temp_min\\\": 12.8,\\n \\\"wind\\\": 1.8,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-10-09T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 17.2,\\n \\\"temp_min\\\": 11.1,\\n \\\"wind\\\": 1,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-10-10T00:00:00\\\",\\n \\\"precipitation\\\": 0.3,\\n \\\"temp_max\\\": 18.3,\\n \\\"temp_min\\\": 10,\\n \\\"wind\\\": 3.8,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-10-11T00:00:00\\\",\\n \\\"precipitation\\\": 7.4,\\n \\\"temp_max\\\": 18.3,\\n \\\"temp_min\\\": 11.7,\\n \\\"wind\\\": 3.5,\\n \\\"weather\\\": \\\"rain\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-10-12T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 17.8,\\n \\\"temp_min\\\": 11.7,\\n \\\"wind\\\": 2.1,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-10-13T00:00:00\\\",\\n \\\"precipitation\\\": 7.6,\\n \\\"temp_max\\\": 21.1,\\n \\\"temp_min\\\": 10,\\n \\\"wind\\\": 3.1,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-10-14T00:00:00\\\",\\n \\\"precipitation\\\": 7.1,\\n \\\"temp_max\\\": 16.7,\\n \\\"temp_min\\\": 11.7,\\n \\\"wind\\\": 2.2,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-10-15T00:00:00\\\",\\n \\\"precipitation\\\": 8.6,\\n \\\"temp_max\\\": 16.1,\\n \\\"temp_min\\\": 11.7,\\n \\\"wind\\\": 4.7,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-10-16T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 20.6,\\n \\\"temp_min\\\": 11.1,\\n \\\"wind\\\": 3.3,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-10-17T00:00:00\\\",\\n \\\"precipitation\\\": 3.3,\\n \\\"temp_max\\\": 16.7,\\n \\\"temp_min\\\": 11.7,\\n \\\"wind\\\": 3,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-10-18T00:00:00\\\",\\n \\\"precipitation\\\": 15,\\n \\\"temp_max\\\": 19.4,\\n \\\"temp_min\\\": 13.9,\\n \\\"wind\\\": 1.9,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-10-19T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 22.2,\\n \\\"temp_min\\\": 12.8,\\n \\\"wind\\\": 3.2,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-10-20T00:00:00\\\",\\n \\\"precipitation\\\": 11.7,\\n \\\"temp_max\\\": 16.1,\\n \\\"temp_min\\\": 12.2,\\n \\\"wind\\\": 3.1,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-10-21T00:00:00\\\",\\n \\\"precipitation\\\": 1,\\n \\\"temp_max\\\": 16.1,\\n \\\"temp_min\\\": 11.7,\\n \\\"wind\\\": 4.7,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-10-22T00:00:00\\\",\\n \\\"precipitation\\\": 32,\\n \\\"temp_max\\\": 15.6,\\n \\\"temp_min\\\": 11.7,\\n \\\"wind\\\": 5,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-10-23T00:00:00\\\",\\n \\\"precipitation\\\": 9.4,\\n \\\"temp_max\\\": 14.4,\\n \\\"temp_min\\\": 8.3,\\n \\\"wind\\\": 4.6,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-10-24T00:00:00\\\",\\n \\\"precipitation\\\": 4.1,\\n \\\"temp_max\\\": 14.4,\\n \\\"temp_min\\\": 8.9,\\n \\\"wind\\\": 3.2,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-10-25T00:00:00\\\",\\n \\\"precipitation\\\": 6.1,\\n \\\"temp_max\\\": 16.7,\\n \\\"temp_min\\\": 8.3,\\n \\\"wind\\\": 5.4,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-10-26T00:00:00\\\",\\n \\\"precipitation\\\": 1.5,\\n \\\"temp_max\\\": 12.8,\\n \\\"temp_min\\\": 7.8,\\n \\\"wind\\\": 5,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-10-27T00:00:00\\\",\\n \\\"precipitation\\\": 0.8,\\n \\\"temp_max\\\": 15.6,\\n \\\"temp_min\\\": 6.7,\\n \\\"wind\\\": 2.4,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-10-28T00:00:00\\\",\\n \\\"precipitation\\\": 12.7,\\n \\\"temp_max\\\": 15,\\n \\\"temp_min\\\": 9.4,\\n \\\"wind\\\": 3.9,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-10-29T00:00:00\\\",\\n \\\"precipitation\\\": 0.5,\\n \\\"temp_max\\\": 16.7,\\n \\\"temp_min\\\": 11.7,\\n \\\"wind\\\": 3.1,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-10-30T00:00:00\\\",\\n \\\"precipitation\\\": 25.4,\\n \\\"temp_max\\\": 15.6,\\n \\\"temp_min\\\": 11.1,\\n \\\"wind\\\": 3.2,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-10-31T00:00:00\\\",\\n \\\"precipitation\\\": 17,\\n \\\"temp_max\\\": 12.8,\\n \\\"temp_min\\\": 8.3,\\n \\\"wind\\\": 2,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-11-01T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 11.1,\\n \\\"temp_min\\\": 7.2,\\n \\\"wind\\\": 1.2,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-11-02T00:00:00\\\",\\n \\\"precipitation\\\": 1.8,\\n \\\"temp_max\\\": 13.3,\\n \\\"temp_min\\\": 7.2,\\n \\\"wind\\\": 2.9,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-11-03T00:00:00\\\",\\n \\\"precipitation\\\": 10.9,\\n \\\"temp_max\\\": 13.9,\\n \\\"temp_min\\\": 11.1,\\n \\\"wind\\\": 4.8,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-11-04T00:00:00\\\",\\n \\\"precipitation\\\": 4.1,\\n \\\"temp_max\\\": 14.4,\\n \\\"temp_min\\\": 10.6,\\n \\\"wind\\\": 3.3,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-11-05T00:00:00\\\",\\n \\\"precipitation\\\": 4.8,\\n \\\"temp_max\\\": 15,\\n \\\"temp_min\\\": 10.6,\\n \\\"wind\\\": 2.1,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-11-06T00:00:00\\\",\\n \\\"precipitation\\\": 4.1,\\n \\\"temp_max\\\": 16.7,\\n \\\"temp_min\\\": 10.6,\\n \\\"wind\\\": 6.7,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-11-07T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 14.4,\\n \\\"temp_min\\\": 7.2,\\n \\\"wind\\\": 2.3,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-11-08T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 12.8,\\n \\\"temp_min\\\": 3.9,\\n \\\"wind\\\": 0.8,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-11-09T00:00:00\\\",\\n \\\"precipitation\\\": 5.1,\\n \\\"temp_max\\\": 13.3,\\n \\\"temp_min\\\": 7.8,\\n \\\"wind\\\": 3,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-11-10T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 11.1,\\n \\\"temp_min\\\": 5.6,\\n \\\"wind\\\": 3.9,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-11-11T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 7.8,\\n \\\"temp_min\\\": 1.1,\\n \\\"wind\\\": 7.7,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-11-12T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 6.7,\\n \\\"temp_min\\\": 0,\\n \\\"wind\\\": 7.6,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-11-13T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 7.2,\\n \\\"temp_min\\\": 0.6,\\n \\\"wind\\\": 4.7,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-11-14T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 7.2,\\n \\\"temp_min\\\": -2.1,\\n \\\"wind\\\": 4.5,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-11-15T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 8.3,\\n \\\"temp_min\\\": -1.6,\\n \\\"wind\\\": 4.2,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-11-16T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 9.4,\\n \\\"temp_min\\\": -2.1,\\n \\\"wind\\\": 4.2,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-11-17T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 10.6,\\n \\\"temp_min\\\": -2.1,\\n \\\"wind\\\": 1.9,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-11-18T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 7.2,\\n \\\"temp_min\\\": -0.5,\\n \\\"wind\\\": 0.9,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-11-19T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 11.1,\\n \\\"temp_min\\\": 2.2,\\n \\\"wind\\\": 1.9,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-11-20T00:00:00\\\",\\n \\\"precipitation\\\": 3.6,\\n \\\"temp_max\\\": 11.1,\\n \\\"temp_min\\\": 5.6,\\n \\\"wind\\\": 2.1,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-11-21T00:00:00\\\",\\n \\\"precipitation\\\": 15.2,\\n \\\"temp_max\\\": 11.1,\\n \\\"temp_min\\\": 8.3,\\n \\\"wind\\\": 4.7,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-11-22T00:00:00\\\",\\n \\\"precipitation\\\": 0.5,\\n \\\"temp_max\\\": 9.4,\\n \\\"temp_min\\\": 6.7,\\n \\\"wind\\\": 4.7,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-11-23T00:00:00\\\",\\n \\\"precipitation\\\": 11.9,\\n \\\"temp_max\\\": 12.8,\\n \\\"temp_min\\\": 5.6,\\n \\\"wind\\\": 5.1,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-11-24T00:00:00\\\",\\n \\\"precipitation\\\": 1.3,\\n \\\"temp_max\\\": 11.7,\\n \\\"temp_min\\\": 4.4,\\n \\\"wind\\\": 3.8,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-11-25T00:00:00\\\",\\n \\\"precipitation\\\": 18.3,\\n \\\"temp_max\\\": 13.9,\\n \\\"temp_min\\\": 9.4,\\n \\\"wind\\\": 4.5,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-11-26T00:00:00\\\",\\n \\\"precipitation\\\": 0.3,\\n \\\"temp_max\\\": 15,\\n \\\"temp_min\\\": 12.2,\\n \\\"wind\\\": 3.9,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-11-27T00:00:00\\\",\\n \\\"precipitation\\\": 3.3,\\n \\\"temp_max\\\": 14.4,\\n \\\"temp_min\\\": 11.7,\\n \\\"wind\\\": 6.6,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-11-28T00:00:00\\\",\\n \\\"precipitation\\\": 34.3,\\n \\\"temp_max\\\": 12.8,\\n \\\"temp_min\\\": 3.3,\\n \\\"wind\\\": 5.8,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-11-29T00:00:00\\\",\\n \\\"precipitation\\\": 3.6,\\n \\\"temp_max\\\": 4.4,\\n \\\"temp_min\\\": -4.3,\\n \\\"wind\\\": 5.3,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-11-30T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 2.8,\\n \\\"temp_min\\\": -4.9,\\n \\\"wind\\\": 4.4,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-12-01T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 4.4,\\n \\\"temp_min\\\": -3.2,\\n \\\"wind\\\": 2.2,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-12-02T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 5.6,\\n \\\"temp_min\\\": -3.2,\\n \\\"wind\\\": 5.7,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-12-03T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 10,\\n \\\"temp_min\\\": 0,\\n \\\"wind\\\": 3.6,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-12-04T00:00:00\\\",\\n \\\"precipitation\\\": 0.8,\\n \\\"temp_max\\\": 8.3,\\n \\\"temp_min\\\": 3.9,\\n \\\"wind\\\": 1.1,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-12-05T00:00:00\\\",\\n \\\"precipitation\\\": 3,\\n \\\"temp_max\\\": 12.8,\\n \\\"temp_min\\\": 6.7,\\n \\\"wind\\\": 3.1,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-12-06T00:00:00\\\",\\n \\\"precipitation\\\": 7.4,\\n \\\"temp_max\\\": 11.7,\\n \\\"temp_min\\\": 7.8,\\n \\\"wind\\\": 3.6,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-12-07T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 14.4,\\n \\\"temp_min\\\": 6.1,\\n \\\"wind\\\": 2.8,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-12-08T00:00:00\\\",\\n \\\"precipitation\\\": 9.1,\\n \\\"temp_max\\\": 14.4,\\n \\\"temp_min\\\": 8.9,\\n \\\"wind\\\": 4.2,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-12-09T00:00:00\\\",\\n \\\"precipitation\\\": 9.9,\\n \\\"temp_max\\\": 16.1,\\n \\\"temp_min\\\": 10.6,\\n \\\"wind\\\": 5.1,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-12-10T00:00:00\\\",\\n \\\"precipitation\\\": 13,\\n \\\"temp_max\\\": 18.9,\\n \\\"temp_min\\\": 10,\\n \\\"wind\\\": 6.7,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-12-11T00:00:00\\\",\\n \\\"precipitation\\\": 6.9,\\n \\\"temp_max\\\": 14.4,\\n \\\"temp_min\\\": 8.3,\\n \\\"wind\\\": 6.4,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-12-12T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 11.1,\\n \\\"temp_min\\\": 7.2,\\n \\\"wind\\\": 3.7,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-12-13T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 10,\\n \\\"temp_min\\\": 3.9,\\n \\\"wind\\\": 1.1,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-12-14T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 12.8,\\n \\\"temp_min\\\": 1.7,\\n \\\"wind\\\": 3.5,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-12-15T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 12.2,\\n \\\"temp_min\\\": 6.7,\\n \\\"wind\\\": 5.9,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-12-16T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 10,\\n \\\"temp_min\\\": 8.3,\\n \\\"wind\\\": 4,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-12-17T00:00:00\\\",\\n \\\"precipitation\\\": 2.8,\\n \\\"temp_max\\\": 8.9,\\n \\\"temp_min\\\": 6.1,\\n \\\"wind\\\": 1.6,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-12-18T00:00:00\\\",\\n \\\"precipitation\\\": 13,\\n \\\"temp_max\\\": 9.4,\\n \\\"temp_min\\\": 6.7,\\n \\\"wind\\\": 3.1,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-12-19T00:00:00\\\",\\n \\\"precipitation\\\": 3,\\n \\\"temp_max\\\": 11.1,\\n \\\"temp_min\\\": 7.2,\\n \\\"wind\\\": 4.3,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-12-20T00:00:00\\\",\\n \\\"precipitation\\\": 19.6,\\n \\\"temp_max\\\": 12.8,\\n \\\"temp_min\\\": 6.7,\\n \\\"wind\\\": 5.5,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-12-21T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 12.8,\\n \\\"temp_min\\\": 10,\\n \\\"wind\\\": 5.2,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-12-22T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 10.6,\\n \\\"temp_min\\\": 6.1,\\n \\\"wind\\\": 1.5,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-12-23T00:00:00\\\",\\n \\\"precipitation\\\": 20.6,\\n \\\"temp_max\\\": 12.2,\\n \\\"temp_min\\\": 5,\\n \\\"wind\\\": 3.8,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-12-24T00:00:00\\\",\\n \\\"precipitation\\\": 5.3,\\n \\\"temp_max\\\": 7.2,\\n \\\"temp_min\\\": 3.9,\\n \\\"wind\\\": 1.8,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-12-25T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 7.8,\\n \\\"temp_min\\\": 2.8,\\n \\\"wind\\\": 2.2,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-12-26T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 5.6,\\n \\\"temp_min\\\": 1.7,\\n \\\"wind\\\": 1.2,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-12-27T00:00:00\\\",\\n \\\"precipitation\\\": 3.3,\\n \\\"temp_max\\\": 9.4,\\n \\\"temp_min\\\": 4.4,\\n \\\"wind\\\": 4.9,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-12-28T00:00:00\\\",\\n \\\"precipitation\\\": 4.1,\\n \\\"temp_max\\\": 6.7,\\n \\\"temp_min\\\": 2.8,\\n \\\"wind\\\": 1.8,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-12-29T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 6.1,\\n \\\"temp_min\\\": 0.6,\\n \\\"wind\\\": 4.3,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-12-30T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 3.3,\\n \\\"temp_min\\\": -2.1,\\n \\\"wind\\\": 3.6,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2014-12-31T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 3.3,\\n \\\"temp_min\\\": -2.7,\\n \\\"wind\\\": 3,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2015-01-01T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 5.6,\\n \\\"temp_min\\\": -3.2,\\n \\\"wind\\\": 1.2,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2015-01-02T00:00:00\\\",\\n \\\"precipitation\\\": 1.5,\\n \\\"temp_max\\\": 5.6,\\n \\\"temp_min\\\": 0,\\n \\\"wind\\\": 2.3,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2015-01-03T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 5,\\n \\\"temp_min\\\": 1.7,\\n \\\"wind\\\": 1.7,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2015-01-04T00:00:00\\\",\\n \\\"precipitation\\\": 10.2,\\n \\\"temp_max\\\": 10.6,\\n \\\"temp_min\\\": 3.3,\\n \\\"wind\\\": 4.5,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2015-01-05T00:00:00\\\",\\n \\\"precipitation\\\": 8.1,\\n \\\"temp_max\\\": 12.2,\\n \\\"temp_min\\\": 9.4,\\n \\\"wind\\\": 6.4,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2015-01-06T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 12.2,\\n \\\"temp_min\\\": 6.1,\\n \\\"wind\\\": 1.3,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2015-01-07T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 7.8,\\n \\\"temp_min\\\": 5.6,\\n 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\\\"temp_max\\\": 10.6,\\n \\\"temp_min\\\": 6.1,\\n \\\"wind\\\": 4.2,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2015-03-16T00:00:00\\\",\\n \\\"precipitation\\\": 1,\\n \\\"temp_max\\\": 13.9,\\n \\\"temp_min\\\": 6.1,\\n \\\"wind\\\": 3,\\n \\\"weather\\\": \\\"fog\\\"\\n },\\n {\\n \\\"date\\\": \\\"2015-03-17T00:00:00\\\",\\n \\\"precipitation\\\": 0.8,\\n \\\"temp_max\\\": 13.3,\\n \\\"temp_min\\\": 4.4,\\n \\\"wind\\\": 2.6,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2015-03-18T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 15.6,\\n \\\"temp_min\\\": 7.2,\\n \\\"wind\\\": 2.5,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2015-03-19T00:00:00\\\",\\n \\\"precipitation\\\": 0,\\n \\\"temp_max\\\": 15.6,\\n \\\"temp_min\\\": 8.3,\\n \\\"wind\\\": 1.9,\\n \\\"weather\\\": \\\"sun\\\"\\n },\\n {\\n \\\"date\\\": \\\"2015-03-20T00:00:00\\\",\\n \\\"precipitation\\\": 4.1,\\n \\\"temp_max\\\": 13.9,\\n 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+![](img/DemoFlow.png) + +### Services +[OTEL DEMO](https://opentelemetry.io/docs/demo/services/) Describes the list of services that are composing the Astronomy Shop. + +The main services that are open to user interactions: + +- [Dashboards](https://observability.playground.opensearch.org/) + +- [Demo Proxy](https://observability.playground.demo-proxy.opensearch.org/) + +- [Demo loader](https://observability.playground.demo-loader.opensearch.org/) + +- [Demo feature-flag](https://observability.playground.demo-feature-flag.opensearch.org/) + +### Screenshots +_**The shopping App**_ +![](https://opentelemetry.io/docs/demo/screenshots/frontend-1.png) + +_**The feature flag**_ +![](https://opentelemetry.io/docs/demo/screenshots/feature-flag-ui.png) + +_**The load generator**_ +![](https://opentelemetry.io/docs/demo/screenshots/load-generator-ui.png) + +--- +### Ingestion +The ingestion capabilities for OpenSearch is to be able to support multiple pipelines: +- [Data-Prepper](https://github.com/opensearch-project/data-prepper/) is an OpenSearch ingestion project that allows ingestion of OTEL standard signals using Otel-Collector +- [Jaeger](https://opensearch.org/docs/latest/observing-your-data/trace/trace-analytics-jaeger/) is an ingestion framework which has a build in capability for pushing OTEL signals into OpenSearch +- [Fluent-Bit](https://docs.fluentbit.io/manual/pipeline/outputs/opensearch) is an ingestion framework which has a build in capability for pushing OTEL signals into OpenSearch + +### Integrations +The integration service is a list of pre-canned assets that are loaded in a combined manner to allow users the ability for simple and automatic way to discover and review their services topology. + +These (demo-sample) integrations contain the following assets: +- components & index template mapping +- datasources +- data-stream & indices +- queries +- dashboards_ + +### Tutorials + +Welcome to the OpenSearch Observability tutorials! + +This tutorial is designed to guide users in the Observability domain through the process of using the OpenSearch Observability plugin. By the end of this tutorial, you will be familiar with building dashboards, creating Pipe Processing Language (PPL) queries, federating metrics from Prometheus data sources, and conducting root cause analysis investigations on your data. + +### Overview + +This tutorial uses the OpenTelemetry demo application, an e-commerce application for an astronomy shop. The application includes multiple microservices, each providing different functionalities. These services are monitored and traced using the OpenTelemetry trace collector and additional agents. +The resulting traces and logs are stored in structured indices in OpenSearch indices, following the OpenTelemetry format. +This provides a realistic environment for learning and applying Observability concepts, investigation and diagnostic patterns. + +[Happy Learning](README.md) diff --git a/server/adaptors/integrations/__data__/repository/otel-services/info/OTEL Demo Architecture.md b/server/adaptors/integrations/__data__/repository/otel-services/info/OTEL Demo Architecture.md new file mode 100644 index 000000000..c23283aa7 --- /dev/null +++ b/server/adaptors/integrations/__data__/repository/otel-services/info/OTEL Demo Architecture.md @@ -0,0 +1,42 @@ +# OTEL Astronomy Demo Application + +The following diagram presents the OTEL Astronomy shop services architecture: + +![](img/DemoServices.png) + + +### Trace Collectors +Gaining a macro-level perspective on incoming data, such as sample counts and cardinality, is essential for comprehending the collector’s internal dynamics. However, when delving into the details, the interconnections can become complex. The Collector Data Flow Dashboard aims to demonstrate the capabilities of the OpenTelemetry demo application, offering a solid foundation for users to build upon. + +Monitoring data flow through the OpenTelemetry Collector is crucial for several reasons. + - All services are traces in all the development languages + - Auto instrumented + - Manual spans and attributes + - Span events + - Span links + +Trace Headers are propagated across all services (**Context propagation**) + + +### Metric Collectors +Collecting all the KPI information into Prometheus time series storage including: + - runtime metrics + - HTTP / gRPC latency distribution + +### Data Flow Overview +Collector Data Flow Dashboard provides valuable guidance on which metrics to monitor. Users can tailor their own dashboard variations by adding necessary metrics specific to their use cases, such as memory_delimiter processor or other data flow indicators. This demo dashboard serves as a starting point, enabling users to explore diverse usage scenarios and adapt the tool to their unique monitoring needs. + +The diagram below provides an overview of the system components, showcasing the configuration derived from the OpenTelemetry Collector (otelcol) configuration file utilized by the OpenTelemetry demo application. Additionally, it highlights the observability data (traces and metrics) flow within the system. + +#### Simple purchase use case +This flow diagram shows the trace evolution from the user selecting a purchased item going through different backend services until reaching the storage database. +![](img/DemoFlow.png) + +## Reference +**_OTEL Demo info_** +- [architecture](https://opentelemetry.io/docs/demo/architecture/) +- [collector-data-flow-dashboard](https://opentelemetry.io/docs/demo/collector-data-flow-dashboard/) +- [services](https://opentelemetry.io/docs/demo/services/) + +**_OTEL Demo youtubes_** + - [Cloud Native Live: OpenTelemetry community demo](https://www.youtube.com/watch?v=kD0EAjly9jc) diff --git a/server/adaptors/integrations/__data__/repository/otel-services/info/Observability Introduction.md b/server/adaptors/integrations/__data__/repository/otel-services/info/Observability Introduction.md new file mode 100644 index 000000000..206ead55d --- /dev/null +++ b/server/adaptors/integrations/__data__/repository/otel-services/info/Observability Introduction.md @@ -0,0 +1,160 @@ +# Observability Introduction Tutorial +The purpose of this tutorial is to provide the skill set for the user to start building his system's observability representation +using the tools supplied by the Observability plugin. + +--- + +## The Observability acronyms: + +The next section describes the main Observability acronyms that are used in the daily work of the Observability domain experts and reliability engineers. +Understanding their concepts and how to use them play a key factor in this tutorial. + +### The SAAFE model +The SAAFE model is a comprehensive approach to Observability that stands for Secure, Adaptable, Automated, Forensic, and Explainable. + +Each element of this model plays a vital role in enhancing the visibility and understanding of systems. + +- **"Secure"** ensures that all data in the system is protected and interactions are guarded against security threats. + +- **"Adaptable"** allows systems to adjust to changing conditions and requirements, making them robust and resilient to evolving business needs and technological advancements. + +- **"Automated"** involves the use of automation to reduce manual tasks, improve accuracy, and enhance system efficiency. This includes automated alerting, remediation, and anomaly detection, among other tasks. + +- **"Forensic"** refers to the ability to retrospectively analyze system states and behaviors, which is crucial for debugging, identifying root causes of issues, and learning from past incidents. + +- **"Explainable"** stresses the importance of clear, understandable insights. It's not just about having data; it's about making that data meaningful, comprehensible, and actionable for engineers and stakeholders. + +The SAAFE model provides a holistic approach to Observability, ensuring systems are reliable, efficient, secure, and user-friendly. + + +### The Insight Strategy + +To be able to correctly quantify the health of the system, an observability domain expert can create a set of metrics that represents the overall KPI health hot-spots +of the system. + +Once any of these KPIs are exceeded - an Insight is generated with the appropriate context in-which the user can investigate the cause of this behavior. + +The most likely metrics to take part of these collections are the most "central" services that are part of the system which have the highest potential to influence and impact +the user's satisfaction of the system. + +In this context, "centrality" refers to the importance or influence of certain components or services within the overall system. + +Central services are the ones that play a crucial role in system operations, acting as a hub or a nexus for other services. + +They often process a large volume of requests, interact with many other services, or handle critical tasks that directly impact the user experience. + +An issue in a central service can have cascading effects throughout the system, affecting many other components and potentially degrading the user experience significantly. + +That's why monitoring the key performance indicators (KPIs) of these central services can be particularly informative about the overall system's health. + +By focusing on these central services, an observability domain expert can quickly identify and address issues that are likely to have a significant impact on the system. + +When any of the KPIs for these services exceed their thresholds, an Insight is generated, providing valuable context for investigating and resolving the issue. + +This approach enhances system reliability and user satisfaction by ensuring that potential problems are identified and addressed proactively. + +### The RED monitoring Strategy + +The RED method in Observability is a key monitoring strategy adopted by organizations to understand the performance of their systems. +The RED acronym stands for **Rate**, **Errors**, and **Duration**. + +- **"Rate"** + +indicates the number of requests per second that your system is serving, helping you measure the load and traffic on your system. + +- **"Errors"** + +tracks the number of failed requests over a period of time, which could be due to various reasons such as server issues, bugs in the code, or problems with infrastructure. + +- **"Duration"** + +measures the amount of time it takes to process a request, which is crucial to understand the system latency and responsiveness. + +By monitoring these three aspects, organizations can gain valuable insights into their systems' health and performance, allowing them to make data-driven decisions, optimize processes, and maintain a high level of service quality. + +### Service Level Objectives (SLOs) and Service Level Agreements (SLAs) + +Service Level Objectives (SLOs) and Service Level Agreements (SLAs) are essential aspects of Observability, playing crucial roles in maintaining and improving the quality of services in any system. + +An SLO represents the target reliability of a particular service over a period, often defined in terms of specific metrics like error rate, latency, or uptime. + +They form the basis for informed decision making, providing a clear understanding of the expected system behavior and guiding the engineering teams in their operations and development efforts. + +On the other hand, an SLA is a formal agreement between a service provider and its users that defines the expected level of service. + +It usually includes the SLOs, as well as the repercussions for not meeting them, such as penalties or compensations. + +This ensures accountability, aids in setting realistic expectations, and allows the service provider to manage and mitigate potential issues proactively. Therefore, both SLOs and SLAs are indispensable tools for maintaining service quality, enhancing user satisfaction, and driving continuous improvement. + +### The burn-rate Strategy + +SLO burn rate is a concept in site reliability engineering that refers to the rate at which a service is consuming or "burning" through its error budget. + +The error budget is essentially the allowable threshold of unreliability, which is derived from the service's Service Level Objective (SLO). If a service is fully reliable and experiencing no issues, it won't be burning its error budget at all, meaning the burn rate is zero. + +On the other hand, if a service is experiencing issues and failures, it will be burning through its error budget at a certain rate. + +The burn rate is an important metric because it can provide an early warning sign of trouble. If the burn rate is too high, it means the service is using up its error budget too quickly, and if left unchecked, it could exceed its SLO before the end of the measurement period. + +By monitoring the burn rate, teams can proactively address issues, potentially before they escalate and impact users significantly. + +### Baseline and Anomaly Detection + +Anomaly detection in Observability is a powerful technique used to identify unusual behavior or outliers within system metrics that deviate from normal operation. + +Anomalies could be indicative of potential issues such as bugs in code, infrastructure problems, security breaches, or even performance degradation. + +For instance, an unexpected surge in error rates or latency might signify a system failure or a sudden drop in traffic could imply an issue with the user interface. + +Anomaly detection algorithms, often incorporating machine learning techniques which are based on taking the base-line from a functioning system. + +Once we have a baseline sampling mechanism it is used to analyze the system data over time to learn what constitutes "normal" behavior . + +Then, they continuously monitor the system's state and alert engineers when they detect patterns that diverge from this established norm. + +These alerts enable teams to proactively address issues, often before they affect end-users, thereby enhancing the system's reliability and performance. Anomaly detection plays an indispensable role in maintaining system health, reducing downtime, and ensuring an optimal user experience. + +### Alerts fatigue +Alert fatigue is the exhaustion and desensitization that can occur when system administrators, engineers, or operations teams are overwhelmed by a high volume of alerts, many of which may be unimportant, false, or redundant. + +This constant stream of information can result in critical alerts being overlooked or disregarded, leading to delayed response times and potentially serious system issues going unnoticed. + +Alert fatigue is not just a productivity issue—it can also have significant implications for system reliability and performance. + +To mitigate alert fatigue, Observability Insights must implement intelligent alerting systems that prioritize alerts based on their severity, relevance, and potential impact on the system. + +This includes tuning alert thresholds, grouping related alerts, and incorporating anomaly detection and machine learning to improve the accuracy and relevance of alerts. + +--- + +## Observability Workflow +This part will show how users can use OpenSearch Observability plugin to build an Observability monitoring solution and use it to further investigate and diagnose +Alerts and incidents in the system. + +### Introduction of the Observability tools +This section will give an overview description with short sample on how to use the Observability tools and API + 1) PPL Queries + 2) Saved search templates + 3) Correlation build-in queries + 4) Alerts and monitor KPI + 5) Logs analytics + 6) Trace analytics + 7) Metrics analytics + 8) Service maps / graph + +### Collecting telemetry signals using different providers +This section will show how to setup and configure the different ingestion capabilities users have to submit Observability signals into OpenSearch. + 1) Data-prepper - Traces / Metrics + 2) Jaeger - Traces + 3) Fluent-bit - Logs + +### How do we map OTEL Demo application topology + +This section will define the application services & infrastructure KPI / SLA to monitor + 1) Services break-down and prioritization according to impact analysis - **using graph centrality calculation** + 2) Defining the monitoring channels and alerts + 3) SLO / SLA definitions including burn-rate. + 4) Dashboards Creation for selected services (RED strategy) + 5) Main health dashboard definition + 6) Sampling data for 'health' baseline creation + diff --git a/server/adaptors/integrations/__data__/repository/otel-services/info/README.md b/server/adaptors/integrations/__data__/repository/otel-services/info/README.md new file mode 100644 index 000000000..38b29668a --- /dev/null +++ b/server/adaptors/integrations/__data__/repository/otel-services/info/README.md @@ -0,0 +1,54 @@ +# OpenSearch Observability Tutorial + +Welcome to the OpenSearch Observability tutorials! + +This tutorial is designed to guide users in the Observability domain through the process of using the OpenSearch Observability plugin. By the end of this tutorial, you will be familiar with building dashboards, creating Pipe Processing Language (PPL) queries, federating metrics from Prometheus data sources, and conducting root cause analysis investigations on your data. + +## Overview + +This tutorial uses the OpenTelemetry demo application, an e-commerce application for an astronomy shop. The application includes multiple microservices, each providing different functionalities. These services are monitored and traced using the OpenTelemetry trace collector and additional agents. + +The resulting traces and logs are stored in structured indices in OpenSearch indices, following the OpenTelemetry format. + +This provides a realistic environment for learning and applying Observability concepts, investigation and diagnostic patterns. + +## Content + +This tutorial is structured as follows: + +1. **Introduction to the OTEL demo infrastructure & Architecture**: An introduction to OTEL demo architecture and services, how they are monitored, traces and collected. + +2. **Introduction to OpenSearch Observability**: A brief introduction to the plugin, its features, and its advantages. + +3. **Building Dashboards**: Step-by-step guide on how to create effective and informative dashboards in OpenSearch Observability. + +4. **Creating PPL Queries**: Learn how to create PPL queries to extract valuable insights from your data. + +5. **Federating Metrics from Prometheus**: Detailed guide on how to federate metrics from a Prometheus data source into OpenSearch Observability. + +6. **Conducting Root Cause Analysis**: Learn how to use the built-in features of OpenSearch Observability to conduct a root cause analysis investigation on your data. + +7. **OpenTelemetry Integration**: Learn how the OpenTelemetry demo application sends data to OpenSearch and how to navigate and understand this data in OpenSearch Observability. + +This tutorial would enhance your understanding of Observability and your ability to use OpenSearch Observability to its fullest. + +**_Enjoy the learning journey!_** + +## Prerequisites + +To get the most out of this tutorial, you should have a basic understanding of Observability, microservice architectures, and the OpenTelemetry ecosystem. + +## Getting Started + +To start the tutorial, navigate to the `Introduction to OpenSearch Observability` section. + +Happy Learning! + +--- + +#### 1. [OTEL Demo Architecture](OTEL Demo Architecture.md) + +#### 2. [Observability Introduction](Observability Introduction.md) + +#### 3. 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...tel_ingestion_rate_dashboard-1.0.0.ndjson} | 0 ...n => otel_services_dashboard-1.0.0.ndjson} | 0 ...tel_single_service_dashboard-1.0.0.ndjson} | 0 .../otel-services/data/traces-samples.json | 92 ++----------------- .../otel-services/otel-services-1.0.0.json | 12 +-- .../__test__/json_repository.test.ts | 1 + .../__test__/integration_reader.test.ts | 10 +- .../repository/fs_data_adaptor.ts | 2 +- 10 files changed, 21 insertions(+), 96 deletions(-) rename server/adaptors/integrations/__data__/repository/otel-services/assets/{otel-amp-network-metrics-dashboard-1.0.0.ndjson => otel_amp_network_metrics_dashboard-1.0.0.ndjson} (100%) rename server/adaptors/integrations/__data__/repository/otel-services/assets/{otel-apm-network-services-1.0.0.ndjson => otel_apm_network_services-1.0.0.ndjson} (100%) rename server/adaptors/integrations/__data__/repository/otel-services/assets/{otel-ingestion-rate-dashboard-1.0.0.ndjson => otel_ingestion_rate_dashboard-1.0.0.ndjson} (100%) rename server/adaptors/integrations/__data__/repository/otel-services/assets/{otel-services-dashboard-1.0.0.ndjson => otel_services_dashboard-1.0.0.ndjson} (100%) rename server/adaptors/integrations/__data__/repository/otel-services/assets/{otel-single-service-dashboard-1.0.0.ndjson => otel_single_service_dashboard-1.0.0.ndjson} (100%) diff --git a/server/adaptors/integrations/__data__/repository/otel-services/assets/otel-amp-network-metrics-dashboard-1.0.0.ndjson b/server/adaptors/integrations/__data__/repository/otel-services/assets/otel_amp_network_metrics_dashboard-1.0.0.ndjson similarity index 100% rename from server/adaptors/integrations/__data__/repository/otel-services/assets/otel-amp-network-metrics-dashboard-1.0.0.ndjson rename to server/adaptors/integrations/__data__/repository/otel-services/assets/otel_amp_network_metrics_dashboard-1.0.0.ndjson diff --git a/server/adaptors/integrations/__data__/repository/otel-services/assets/otel-apm-network-services-1.0.0.ndjson b/server/adaptors/integrations/__data__/repository/otel-services/assets/otel_apm_network_services-1.0.0.ndjson similarity index 100% rename from server/adaptors/integrations/__data__/repository/otel-services/assets/otel-apm-network-services-1.0.0.ndjson rename to server/adaptors/integrations/__data__/repository/otel-services/assets/otel_apm_network_services-1.0.0.ndjson diff --git a/server/adaptors/integrations/__data__/repository/otel-services/assets/otel-ingestion-rate-dashboard-1.0.0.ndjson b/server/adaptors/integrations/__data__/repository/otel-services/assets/otel_ingestion_rate_dashboard-1.0.0.ndjson similarity index 100% rename from server/adaptors/integrations/__data__/repository/otel-services/assets/otel-ingestion-rate-dashboard-1.0.0.ndjson rename to server/adaptors/integrations/__data__/repository/otel-services/assets/otel_ingestion_rate_dashboard-1.0.0.ndjson diff --git a/server/adaptors/integrations/__data__/repository/otel-services/assets/otel-services-dashboard-1.0.0.ndjson b/server/adaptors/integrations/__data__/repository/otel-services/assets/otel_services_dashboard-1.0.0.ndjson similarity index 100% rename from server/adaptors/integrations/__data__/repository/otel-services/assets/otel-services-dashboard-1.0.0.ndjson rename to server/adaptors/integrations/__data__/repository/otel-services/assets/otel_services_dashboard-1.0.0.ndjson diff --git a/server/adaptors/integrations/__data__/repository/otel-services/assets/otel-single-service-dashboard-1.0.0.ndjson b/server/adaptors/integrations/__data__/repository/otel-services/assets/otel_single_service_dashboard-1.0.0.ndjson similarity index 100% rename from server/adaptors/integrations/__data__/repository/otel-services/assets/otel-single-service-dashboard-1.0.0.ndjson rename to server/adaptors/integrations/__data__/repository/otel-services/assets/otel_single_service_dashboard-1.0.0.ndjson diff --git a/server/adaptors/integrations/__data__/repository/otel-services/data/traces-samples.json b/server/adaptors/integrations/__data__/repository/otel-services/data/traces-samples.json index bc2d52034..4e1831d98 100644 --- a/server/adaptors/integrations/__data__/repository/otel-services/data/traces-samples.json +++ b/server/adaptors/integrations/__data__/repository/otel-services/data/traces-samples.json @@ -66,23 +66,7 @@ }, "db.instance": "ffs", "db.name": "ffs", - "db.statement": "" - "SELECT f0." - id - ", f0." - description - ", f0." - enabled - ", f0." - name - ", f0." - inserted_at - ", f0." - updated_at - " FROM " - featureflags - " AS f0" - "", + "db.statement": "SELECT f0.\"id\", f0.\"description\", f0.\"enabled\", f0.\"name\", f0.\"inserted_at\", f0.\"updated_at\" FROM \"featureflags\" AS f0", "db.type": "sql", "db.url": "ecto://ffs_postgres", "decode_time_microseconds": 216, @@ -193,23 +177,7 @@ }, "db.instance": "ffs", "db.name": "ffs", - "db.statement": "" - "SELECT f0." - id - ", f0." - description - ", f0." - enabled - ", f0." - name - ", f0." - inserted_at - ", f0." - updated_at - " FROM " - featureflags - " AS f0" - "", + "db.statement": "SELECT f0.\"id\", f0.\"description\", f0.\"enabled\", f0.\"name\", f0.\"inserted_at\", f0.\"updated_at\" FROM \"featureflags\" AS f0", "db.type": "sql", "db.url": "ecto://ffs_postgres", "decode_time_microseconds": 24, @@ -252,7 +220,7 @@ "@timestamp": "0001-01-01T00:00:00Z", "traceId": "e3335d43c7790064a14318ef59602e56", "traceState": "" - } + }, { "attributes": { "data_stream": { @@ -320,23 +288,7 @@ }, "db.instance": "ffs", "db.name": "ffs", - "db.statement": "" - "SELECT f0." - id - ", f0." - description - ", f0." - enabled - ", f0." - name - ", f0." - inserted_at - ", f0." - updated_at - " FROM " - featureflags - " AS f0" - "", + "db.statement": "SELECT f0.\"id\", f0.\"description\", f0.\"enabled\", f0.\"name\", f0.\"inserted_at\", f0.\"updated_at\" FROM \"featureflags\" AS f0", "db.type": "sql", "db.url": "ecto://ffs_postgres", "decode_time_microseconds": 11, @@ -447,23 +399,7 @@ }, "db.instance": "ffs", "db.name": "ffs", - "db.statement": "" - "SELECT f0." - id - ", f0." - description - ", f0." - enabled - ", f0." - name - ", f0." - inserted_at - ", f0." - updated_at - " FROM " - featureflags - " AS f0" - "", + "db.statement": "SELECT f0.\"id\", f0.\"description\", f0.\"enabled\", f0.\"name\", f0.\"inserted_at\", f0.\"updated_at\" FROM \"featureflags\" AS f0", "db.type": "sql", "db.url": "ecto://ffs_postgres", "decode_time_microseconds": 104, @@ -574,23 +510,7 @@ }, "db.instance": "ffs", "db.name": "ffs", - "db.statement": "" - "SELECT f0." - id - ", f0." - description - ", f0." - enabled - ", f0." - name - ", f0." - inserted_at - ", f0." - updated_at - " FROM " - featureflags - " AS f0" - "", + "db.statement": "SELECT f0.\"id\", f0.\"description\", f0.\"enabled\", f0.\"name\", f0.\"inserted_at\", f0.\"updated_at\" FROM \"featureflags\" AS f0", "db.type": "sql", "db.url": "ecto://ffs_postgres", "decode_time_microseconds": 10, diff --git a/server/adaptors/integrations/__data__/repository/otel-services/otel-services-1.0.0.json b/server/adaptors/integrations/__data__/repository/otel-services/otel-services-1.0.0.json index 10c3e4d0b..2e26f015b 100644 --- a/server/adaptors/integrations/__data__/repository/otel-services/otel-services-1.0.0.json +++ b/server/adaptors/integrations/__data__/repository/otel-services/otel-services-1.0.0.json @@ -5,7 +5,7 @@ "description": "Otel Services Demo App with OpenSearch Observability", "license": "Apache-2.0", "type": "traces", - "labels": ["log", "traces", "metrics", "Flint S3"], + "labels": ["log", "traces", "metrics"], "author": "OpenSearch", "sourceUrl": "https://github.com/opensearch-project/dashboards-observability/tree/main/server/adaptors/integrations/__data__/repository/otel-services/info", "workflows": [ @@ -70,35 +70,35 @@ ], "assets": [ { - "name": "otel-services-dashboard", + "name": "otel_services_dashboard", "version": "1.0.0", "extension": "ndjson", "type": "savedObjectBundle", "workflows": ["dashboards"] }, { - "name": "otel-single-service-dashboard", + "name": "otel_single_service_dashboard", "version": "1.0.0", "extension": "ndjson", "type": "savedObjectBundle", "workflows": ["dashboards"] }, { - "name": "otel-ingestion-rate-dashboard", + "name": "otel_ingestion_rate_dashboard", "version": "1.0.0", "extension": "ndjson", "type": "savedObjectBundle", "workflows": ["dashboards"] }, { - "name": "otel-amp-network-metrics-dashboard", + "name": "otel_amp_network_metrics_dashboard", "version": "1.0.0", "extension": "ndjson", "type": "savedObjectBundle", "workflows": ["dashboards"] }, { - "name": "otel-apm-network-services", + "name": "otel_apm_network_services", "version": "1.0.0", "extension": "ndjson", "type": "savedObjectBundle", diff --git a/server/adaptors/integrations/__test__/json_repository.test.ts b/server/adaptors/integrations/__test__/json_repository.test.ts index e250e5f47..f35690443 100644 --- a/server/adaptors/integrations/__test__/json_repository.test.ts +++ b/server/adaptors/integrations/__test__/json_repository.test.ts @@ -37,6 +37,7 @@ const fetchSerializedIntegrations = async (): Promise { it('Should serialize without errors', async () => { const serialized = await fetchSerializedIntegrations(); + expect(serialized.error).not.toBeDefined(); expect(serialized.ok).toBe(true); }); diff --git a/server/adaptors/integrations/repository/__test__/integration_reader.test.ts b/server/adaptors/integrations/repository/__test__/integration_reader.test.ts index e73215043..b40b21160 100644 --- a/server/adaptors/integrations/repository/__test__/integration_reader.test.ts +++ b/server/adaptors/integrations/repository/__test__/integration_reader.test.ts @@ -83,7 +83,9 @@ describe('Integration', () => { const result = await integration.getConfig(TEST_INTEGRATION_CONFIG.version); - expect(result.error?.message).toBe('Unable to parse file as JSON or NDJson'); + expect(result.error?.message).toBe( + "Unable to parse file 'sample-2.0.0.json' as JSON or NDJson" + ); }); it('should return an error if the integration config does not exist', async () => { @@ -134,7 +136,9 @@ describe('Integration', () => { const result = await integration.getAssets(TEST_INTEGRATION_CONFIG.version); - expect(result.error?.message).toBe('Unable to parse file as JSON or NDJson'); + expect(result.error?.message).toBe( + "Unable to parse file 'sample-1.0.1.ndjson' as JSON or NDJson" + ); }); }); @@ -262,7 +266,7 @@ describe('Integration', () => { const result = await integration.getSampleData(); - expect(result.error?.message).toBe('Unable to parse file as JSON or NDJson'); + expect(result.error?.message).toBe("Unable to parse file 'sample.json' as JSON or NDJson"); }); }); }); diff --git a/server/adaptors/integrations/repository/fs_data_adaptor.ts b/server/adaptors/integrations/repository/fs_data_adaptor.ts index 5687749ca..75cdf1d86 100644 --- a/server/adaptors/integrations/repository/fs_data_adaptor.ts +++ b/server/adaptors/integrations/repository/fs_data_adaptor.ts @@ -54,7 +54,7 @@ export class FileSystemDataAdaptor implements CatalogDataAdaptor { } return { ok: false, - error: new Error('Unable to parse file as JSON or NDJson', { cause: err }), + error: new Error(`Unable to parse file '${filename}' as JSON or NDJson`, { cause: err }), }; } } From 552d7209275b9c08d85f9933bee390d3d419b671 Mon Sep 17 00:00:00 2001 From: Eric Wei Date: Tue, 30 Apr 2024 15:00:00 -0700 Subject: [PATCH 13/28] [Explorer] Data selector enhancement and refactoring adoptions (#1759) * support new changes in data selector Signed-off-by: Eric * add a missing dependency Signed-off-by: Eric * changes addressing reviews Signed-off-by: Eric * fix delete s3 data source issue Signed-off-by: Eric * error handling Signed-off-by: Eric * code clean up Signed-off-by: Eric --------- Signed-off-by: Eric --- common/constants/data_sources.ts | 4 ++ common/constants/shared.ts | 2 +- .../datasources/datasources_selection.tsx | 64 +++++++++++++++--- .../event_analytics/explorer/log_explorer.tsx | 25 +------ .../datasources/obs_opensearch_datasource.ts | 9 +-- public/framework/datasources/s3_datasource.ts | 19 +++--- public/plugin.tsx | 66 ++++++++++++++----- 7 files changed, 125 insertions(+), 64 deletions(-) diff --git a/common/constants/data_sources.ts b/common/constants/data_sources.ts index 98c910b3a..70dcec943 100644 --- a/common/constants/data_sources.ts +++ b/common/constants/data_sources.ts @@ -90,3 +90,7 @@ export const ACCELERATION_AGGREGRATION_FUNCTIONS = [ ]; export const SPARK_PARTITION_INFO = `# Partition Information`; +export const OBS_DEFAULT_CLUSTER = 'observability-default'; // prefix key for generating data source id for default cluster in data selector +export const OBS_S3_DATA_SOURCE = 'observability-s3'; // prefix key for generating data source id for s3 data sources in data selector +export const S3_DATA_SOURCE_GROUP_DISPLAY_NAME = 'Amazon S3'; // display group name for Amazon-managed-s3 data sources in data selector +export const S3_DATA_SOURCE_GROUP_SPARK_DISPLAY_NAME = 'Spark'; // display group name for OpenSearch-spark-s3 data sources in data selector diff --git a/common/constants/shared.ts b/common/constants/shared.ts index 0775b9aef..d9373b4f8 100644 --- a/common/constants/shared.ts +++ b/common/constants/shared.ts @@ -258,7 +258,7 @@ export const VISUALIZATION_ERROR = { NO_METRIC: 'Invalid Metric MetaData', }; -export const S3_DATASOURCE_TYPE = 'S3_DATASOURCE'; +export const S3_DATA_SOURCE_TYPE = 's3glue'; export const ASYNC_QUERY_SESSION_ID = 'async-query-session-id'; export const ASYNC_QUERY_DATASOURCE_CACHE = 'async-query-catalog-cache'; diff --git a/public/components/event_analytics/explorer/datasources/datasources_selection.tsx b/public/components/event_analytics/explorer/datasources/datasources_selection.tsx index fb8bf7bb8..96560e1ff 100644 --- a/public/components/event_analytics/explorer/datasources/datasources_selection.tsx +++ b/public/components/event_analytics/explorer/datasources/datasources_selection.tsx @@ -5,8 +5,10 @@ import React, { useCallback, useContext, useEffect, useMemo, useState } from 'react'; import { batch, useDispatch, useSelector } from 'react-redux'; +import { htmlIdGenerator } from '@elastic/eui'; import { LogExplorerRouterContext } from '../..'; import { + DataSource, DataSourceGroup, DataSourceSelectable, DataSourceType, @@ -20,6 +22,7 @@ import { DEFAULT_DATA_SOURCE_TYPE, DEFAULT_DATA_SOURCE_TYPE_NAME, INDEX_URL_PARAM_KEY, + OBS_DEFAULT_CLUSTER, OLLY_QUESTION_URL_PARAM_KEY, QUERY_LANGUAGE, } from '../../../../../common/constants/data_sources'; @@ -90,6 +93,21 @@ const removeDataSourceFromURLParams = (currURL: string) => { } }; +const getMatchedOption = ( + dataSourceList: DataSourceGroup[], + dataSourceName: string, + dataSourceType: string +) => { + if (!dataSourceName || !dataSourceType) return []; + for (const dsGroup of dataSourceList) { + const matchedOption = dsGroup.options.find( + (item) => item.type === dataSourceType && item.name === dataSourceName + ); + if (matchedOption !== undefined) return [matchedOption]; + } + return []; +}; + export const DataSourceSelection = ({ tabId }: { tabId: string }) => { const { dataSources, http } = coreRefs; const sqlService = new SQLService(http!); @@ -99,7 +117,11 @@ export const DataSourceSelection = ({ tabId }: { tabId: string }) => { const [activeDataSources, setActiveDataSources] = useState([]); const [dataSourceOptionList, setDataSourceOptionList] = useState([]); const [selectedSources, setSelectedSources] = useState( - getDataSourceState(explorerSearchMetadata.datasources) + getMatchedOption( + dataSourceOptionList, + explorerSearchMetadata.datasources?.[0]?.name || '', + explorerSearchMetadata.datasources?.[0]?.type || '' + ) ); /** @@ -149,8 +171,14 @@ export const DataSourceSelection = ({ tabId }: { tabId: string }) => { }; useEffect(() => { - setSelectedSources(getDataSourceState(explorerSearchMetadata.datasources)); - }, [explorerSearchMetadata.datasources]); + setSelectedSources( + getMatchedOption( + memorizedDataSourceOptionList, + explorerSearchMetadata.datasources?.[0]?.name || '', + explorerSearchMetadata.datasources?.[0]?.type || '' + ) + ); + }, [explorerSearchMetadata.datasources, dataSourceOptionList]); const handleDataSetFetchError = useCallback(() => { return (error: Error) => { @@ -162,22 +190,33 @@ export const DataSourceSelection = ({ tabId }: { tabId: string }) => { * Subscribe to data source updates and manage the active data sources state. */ useEffect(() => { - const subscription = dataSources.dataSourceService.dataSources$.subscribe( - (currentDataSources) => { + const subscription = dataSources.dataSourceService + .getDataSources$() + .subscribe((currentDataSources: DataSource[]) => { // temporary solution for 2.11 to render OpenSearch / default cluster for observability // local indices and index patterns, while keep listing all index patterns for data explorer // it filters the registered index pattern data sources in data plugin, and attach default cluster // for all indices setActiveDataSources([ new ObservabilityDefaultDataSource({ + id: htmlIdGenerator(OBS_DEFAULT_CLUSTER)(DEFAULT_DATA_SOURCE_TYPE), name: DEFAULT_DATA_SOURCE_NAME, type: DEFAULT_DATA_SOURCE_TYPE, - metadata: null, + metadata: { + ui: { + label: DEFAULT_DATA_SOURCE_OBSERVABILITY_DISPLAY_NAME, + groupType: DEFAULT_DATA_SOURCE_OBSERVABILITY_DISPLAY_NAME, + selector: { + displayDatasetsAsSource: false, // when true, selector UI will render data sets with source by calling getDataSets() + }, + }, + }, }), - ...Object.values(currentDataSources).filter((ds) => ds.type !== DEFAULT_DATA_SOURCE_TYPE), + ...Object.values(currentDataSources).filter( + (ds) => ds.getType() !== DEFAULT_DATA_SOURCE_TYPE + ), ]); - } - ); + }); return () => subscription.unsubscribe(); }, []); @@ -259,6 +298,10 @@ export const DataSourceSelection = ({ tabId }: { tabId: string }) => { }); }, [dataSourceOptionList]); + const onRefresh = useCallback(() => { + dataSources.dataSourceService.reload(); + }, [dataSources.dataSourceService]); + return ( { setDataSourceOptionList={setDataSourceOptionList} selectedSources={selectedSources} onDataSourceSelect={handleSourceChange} - onFetchDataSetError={handleDataSetFetchError} singleSelection={{ asPlainText: true }} dataSourceSelectorConfigs={DATA_SOURCE_SELECTOR_CONFIGS} + onGetDataSetError={handleDataSetFetchError} + onRefresh={onRefresh} /> ); }; diff --git a/public/components/event_analytics/explorer/log_explorer.tsx b/public/components/event_analytics/explorer/log_explorer.tsx index 7dca5de55..640a9547b 100644 --- a/public/components/event_analytics/explorer/log_explorer.tsx +++ b/public/components/event_analytics/explorer/log_explorer.tsx @@ -5,7 +5,7 @@ /* eslint-disable react-hooks/exhaustive-deps */ import { isEmpty } from 'lodash'; import React, { useContext, useEffect, useRef, useState } from 'react'; -import { batch, useSelector, useDispatch } from 'react-redux'; +import { useSelector } from 'react-redux'; import { useHistory } from 'react-router-dom'; import { LogExplorerRouterContext } from '..'; import { @@ -26,14 +26,6 @@ import { } from '../../../../common/constants/shared'; import { coreRefs } from '../../../../public/framework/core_refs'; -import { init as initFields } from '../../event_analytics/redux/slices/field_slice'; -import { init as initPatterns } from '../../event_analytics/redux/slices/patterns_slice'; -import { init as initQueryResult } from '../../event_analytics/redux/slices/query_result_slice'; -import { init as initQuery } from '../../event_analytics/redux/slices/query_slice'; -import { init as initVisualizationConfig } from '../../event_analytics/redux/slices/viualization_config_slice'; -import { resetSummary as initQueryAssistSummary } from '../../event_analytics/redux/slices/query_assistant_summarization_slice'; -import { init as initSearchMetaData } from '../../event_analytics/redux/slices/search_meta_data_slice'; - const searchBarConfigs = { [TAB_EVENT_ID]: { showSaveButton: true, @@ -60,7 +52,6 @@ export const LogExplorer = ({ dataSourcePluggables, }: ILogExplorerProps) => { const history = useHistory(); - const dispatch = useDispatch(); const routerContext = useContext(LogExplorerRouterContext); const tabIds = useSelector(selectQueryTabs).queryTabIds.filter( (tabid: string) => !tabid.match(APP_ANALYTICS_TAB_ID_REGEX) @@ -97,20 +88,8 @@ export const LogExplorer = ({ useEffect(() => { if (!isEmpty(savedObjectId)) { dispatchSavedObjectId(); - } else { - // below piece of code was added to simulate creating a new tab if saved obj isn't being loaded, - // since tabs being visually removed means 'new tab' cannot be created any other way - const tabId = tabIds[0]; - batch(() => { - dispatch(initQuery({ tabId })); - dispatch(initQueryResult({ tabId })); - dispatch(initFields({ tabId })); - dispatch(initVisualizationConfig({ tabId })); - dispatch(initPatterns({ tabId })); - dispatch(initQueryAssistSummary({ tabId })); - dispatch(initSearchMetaData({ tabId })); - }); } + if (routerContext && routerContext.searchParams.has(CREATE_TAB_PARAM_KEY)) { // need to wait for current redux event loop to finish setImmediate(() => { diff --git a/public/framework/datasources/obs_opensearch_datasource.ts b/public/framework/datasources/obs_opensearch_datasource.ts index 07a30dd02..e7bfe6eeb 100644 --- a/public/framework/datasources/obs_opensearch_datasource.ts +++ b/public/framework/datasources/obs_opensearch_datasource.ts @@ -6,17 +6,18 @@ import { DataSource } from '../../../../../src/plugins/data/public'; interface DataSourceConfig { + id: string; name: string; type: string; metadata: any; } export class ObservabilityDefaultDataSource extends DataSource { - constructor({ name, type, metadata }: DataSourceConfig) { - super(name, type, metadata); + constructor({ id, name, type, metadata }: DataSourceConfig) { + super({ id, name, type, metadata }); } - async getDataSet(dataSetParams?: any) { + async getDataSet() { return ['Default data source']; } @@ -24,7 +25,7 @@ export class ObservabilityDefaultDataSource extends DataSource { - constructor({ name, type, metadata }: DataSourceConfig) { - super(name, type, metadata); +export class S3DataSource extends DataSource { + constructor({ id, name, type, metadata }: DataSourceConfig) { + super({ id, name, type, metadata }); } - async getDataSet(dataSetParams?: any) { - return [this.getName()]; + async getDataSet() { + return { dataSets: [this.getName()] }; } - async testConnection(): Promise { - throw new Error('This operation is not supported for this class.'); + async testConnection(): Promise { + return true; } - async runQuery(queryParams: any) { - return null; + async runQuery() { + return { data: {} }; } } diff --git a/public/plugin.tsx b/public/plugin.tsx index 62876acda..0f8b78ad9 100644 --- a/public/plugin.tsx +++ b/public/plugin.tsx @@ -3,8 +3,9 @@ * SPDX-License-Identifier: Apache-2.0 */ -import { i18n } from '@osd/i18n'; import React from 'react'; +import { i18n } from '@osd/i18n'; +import { htmlIdGenerator } from '@elastic/eui'; import { AppCategory, AppMountParameters, @@ -46,7 +47,7 @@ import { observabilityTracesID, observabilityTracesPluginOrder, observabilityTracesTitle, - S3_DATASOURCE_TYPE, + S3_DATA_SOURCE_TYPE, } from '../common/constants/shared'; import { QueryManager } from '../common/query_manager'; import { AssociatedObject, CachedAcceleration } from '../common/types/data_connections'; @@ -95,6 +96,12 @@ import { ObservabilityStart, SetupDependencies, } from './types'; +import { + DATA_SOURCE_TYPES, + OBS_S3_DATA_SOURCE, + S3_DATA_SOURCE_GROUP_DISPLAY_NAME, + S3_DATA_SOURCE_GROUP_SPARK_DISPLAY_NAME, +} from '../common/constants/data_sources'; interface PublicConfig { query_assist: { @@ -387,38 +394,63 @@ export class ObservabilityPlugin coreRefs.overlays = core.overlays; const { dataSourceService, dataSourceFactory } = startDeps.data.dataSources; + dataSourceFactory.registerDataSourceType(S3_DATA_SOURCE_TYPE, S3DataSource); + + const getDataSourceTypeLabel = (type: string) => { + if (type === DATA_SOURCE_TYPES.S3Glue) return S3_DATA_SOURCE_GROUP_DISPLAY_NAME; + if (type === DATA_SOURCE_TYPES.SPARK) return S3_DATA_SOURCE_GROUP_SPARK_DISPLAY_NAME; + return `${type.charAt(0).toUpperCase()}${type.slice(1)}`; + }; // register all s3 datasources - const registerS3Datasource = () => { - dataSourceFactory.registerDataSourceType(S3_DATASOURCE_TYPE, S3DataSource); - core.http.get(`${DATACONNECTIONS_BASE}`).then((s3DataSources) => { - s3DataSources.map((s3ds) => { - dataSourceService.registerDataSource( - dataSourceFactory.getDataSourceInstance(S3_DATASOURCE_TYPE, { - name: s3ds.name, - type: s3ds.connector.toLowerCase(), - metadata: s3ds, - }) - ); + const registerDataSources = () => { + try { + core.http.get(`${DATACONNECTIONS_BASE}`).then((s3DataSources) => { + s3DataSources.map((s3ds) => { + dataSourceService.registerDataSource( + dataSourceFactory.getDataSourceInstance(S3_DATA_SOURCE_TYPE, { + id: htmlIdGenerator(OBS_S3_DATA_SOURCE)(), + name: s3ds.name, + type: s3ds.connector.toLowerCase(), + metadata: { + ...s3ds.properties, + ui: { + label: s3ds.name, + typeLabel: getDataSourceTypeLabel(s3ds.connector.toLowerCase()), + groupType: s3ds.connector.toLowerCase(), + selector: { + displayDatasetsAsSource: false, + }, + }, + }, + }) + ); + }); }); - }); + } catch (error) { + console.error('Error registering S3 datasources', error); + } }; + dataSourceService.registerDataSourceFetchers([ + { type: S3_DATA_SOURCE_TYPE, registerDataSources }, + ]); + if (startDeps.securityDashboards) { core.http .get(SECURITY_PLUGIN_ACCOUNT_API) .then(() => { - registerS3Datasource(); + registerDataSources(); }) .catch((e) => { if (e?.response?.status !== 401) { // accounts api should not return any error status other than 401 if security installed, // this datasource register is included just in case - registerS3Datasource(); + registerDataSources(); } }); } else { - registerS3Datasource(); + registerDataSources(); } core.http.intercept({ From 23cca6246c6d8c4ece653792c4a5ddbb72008679 Mon Sep 17 00:00:00 2001 From: "opensearch-trigger-bot[bot]" <98922864+opensearch-trigger-bot[bot]@users.noreply.github.com> Date: Tue, 30 Apr 2024 15:10:40 -0700 Subject: [PATCH 14/28] [Backport main] 2.14 release notes (#1773) (cherry picked from commit bbd1016249d7e6b019aad503fd5e682807c1a0c2) Signed-off-by: Simeon Widdis Signed-off-by: github-actions[bot] Co-authored-by: github-actions[bot] --- ...ds-observability.release-notes-2.14.0.0.md | 70 +++++++++++++++++++ 1 file changed, 70 insertions(+) create mode 100644 release-notes/dashboards-observability.release-notes-2.14.0.0.md diff --git a/release-notes/dashboards-observability.release-notes-2.14.0.0.md b/release-notes/dashboards-observability.release-notes-2.14.0.0.md new file mode 100644 index 000000000..d773557d0 --- /dev/null +++ b/release-notes/dashboards-observability.release-notes-2.14.0.0.md @@ -0,0 +1,70 @@ +## Version 2.14.0 Release Notes + +Compatible with OpenSearch and OpenSearch Dashboards version 2.14.0 + +### Features +* Add skipping index and saved queries for WAF integration ([#1750](https://github.com/opensearch-project/dashboards-observability/pull/1750)) +* Add multi-checkpoint support to integrations ([#1742](https://github.com/opensearch-project/dashboards-observability/pull/1742)) +* Enhance Explorer to use describe command ([#1736](https://github.com/opensearch-project/dashboards-observability/pull/1736)) +* update vpc flow with flint-s3 based DDL assets and dashboard ([#1721](https://github.com/opensearch-project/dashboards-observability/pull/1721)) +* Add default refresh interval for all the integrations and correct the version on `main` ([#1717](https://github.com/opensearch-project/dashboards-observability/pull/1717)) +* More example queries for S3-based integrations ([#1714](https://github.com/opensearch-project/dashboards-observability/pull/1714)) +* Implement saved query substitution for S3 integrations ([#1711](https://github.com/opensearch-project/dashboards-observability/pull/1711)) +* update cloud trail integration with flint-s3 based DDL assets and das… ([#1707](https://github.com/opensearch-project/dashboards-observability/pull/1707)) +* [Integrations] Add integration of S3 Access log ([#1697](https://github.com/opensearch-project/dashboards-observability/pull/1697)) +* Update pattern for multiple mview suffixes ([#1693](https://github.com/opensearch-project/dashboards-observability/pull/1693)) +* HAProxy Flint Integration ([#1692](https://github.com/opensearch-project/dashboards-observability/pull/1692)) +* Add CloudFront queries for integrations and integration table bug fix ([#1687](https://github.com/opensearch-project/dashboards-observability/pull/1687)) +* Add integration of WAF log ([#1685](https://github.com/opensearch-project/dashboards-observability/pull/1685)) +* Improve on ELB integration assets ([#1682](https://github.com/opensearch-project/dashboards-observability/pull/1682)) +* Add Flint queries for Apache Access integration ([#1681](https://github.com/opensearch-project/dashboards-observability/pull/1681)) +* Add observability-search link rendering for integrations ([#1642](https://github.com/opensearch-project/dashboards-observability/pull/1642)) +* Flint Datasource Cypress testing for tables ([#1610](https://github.com/opensearch-project/dashboards-observability/pull/1610)) +* Update loading state for tables fields in create acceleration flyout ([#1576](https://github.com/opensearch-project/dashboards-observability/pull/1576)) +* add info callout for s3 datasources ([#1575](https://github.com/opensearch-project/dashboards-observability/pull/1575)) +* Flint datasource 2.13 bug bash fix ([#1574](https://github.com/opensearch-project/dashboards-observability/pull/1574)) +* Fixed small bugs in explorer ([#1559](https://github.com/opensearch-project/dashboards-observability/pull/1559)) + +### Bug Fixes +* update live mv table name ([#1725](https://github.com/opensearch-project/dashboards-observability/pull/1725)) +* changes loading configuration for Explorer default ([#1720](https://github.com/opensearch-project/dashboards-observability/pull/1720)) +* Remove auto refresh option in create acceleration flyout ([#1716](https://github.com/opensearch-project/dashboards-observability/pull/1716)) +* update mv name to include double "_" ([#1712](https://github.com/opensearch-project/dashboards-observability/pull/1712)) +* Bugfix: Use workflows option in selection ([#1704](https://github.com/opensearch-project/dashboards-observability/pull/1704)) +* fix small issues within explorer search bar and sample query ([#1683](https://github.com/opensearch-project/dashboards-observability/pull/1683)) +* (query assist) update styles for callout and combo box ([#1675](https://github.com/opensearch-project/dashboards-observability/pull/1675)) +* Convert cache to session storage ([#1669](https://github.com/opensearch-project/dashboards-observability/pull/1669)) +* Correctly Utilize Cache in Tables Flyout ([#1662](https://github.com/opensearch-project/dashboards-observability/pull/1662)) +* Bug Fix for Undefined Association ([#1658](https://github.com/opensearch-project/dashboards-observability/pull/1658)) +* prevent logged out datasources call ([#1653](https://github.com/opensearch-project/dashboards-observability/pull/1653)) +* Update intercept to check logout request ([#1650](https://github.com/opensearch-project/dashboards-observability/pull/1650)) +* Fix integration flyout successes ([#1647](https://github.com/opensearch-project/dashboards-observability/pull/1647)) +* Clear callout in query assist ([#1646](https://github.com/opensearch-project/dashboards-observability/pull/1646)) +* [BUGFIX] Fix integration data reading double escape ([#1644](https://github.com/opensearch-project/dashboards-observability/pull/1644)) +* Clear cache on any 401 response errors ([#1634](https://github.com/opensearch-project/dashboards-observability/pull/1634)) +* Updating catch for guardrails ([#1631](https://github.com/opensearch-project/dashboards-observability/pull/1631)) +* Updating snapshot to fix build ([#1627](https://github.com/opensearch-project/dashboards-observability/pull/1627)) +* Bug fixes and UI updates for datasources ([#1618](https://github.com/opensearch-project/dashboards-observability/pull/1618)) +* Create acceleration flyout bug fixes ([#1617](https://github.com/opensearch-project/dashboards-observability/pull/1617)) +* Fix DSL router, update UI for query assist ([#1612](https://github.com/opensearch-project/dashboards-observability/pull/1612)) +* Fixed bugs in explorer redirection ([#1609](https://github.com/opensearch-project/dashboards-observability/pull/1609)) +* Sanitize create acceleration queries and direct queries ([#1605](https://github.com/opensearch-project/dashboards-observability/pull/1605)) +* Fix create acceleration bugs ([#1599](https://github.com/opensearch-project/dashboards-observability/pull/1599)) +* Updating usePolling to cleanup after unmount ([#1598](https://github.com/opensearch-project/dashboards-observability/pull/1598)) +* Enable integration install flyout for other install buttons ([#1596](https://github.com/opensearch-project/dashboards-observability/pull/1596)) +* Disable close button when integration is being installed ([#1591](https://github.com/opensearch-project/dashboards-observability/pull/1591)) + +### Infrastructure +* Add workflow to build and install binary to catch run time issues ([#1467](https://github.com/opensearch-project/dashboards-observability/pull/1467)) + +### Documentation +* Add basic developer docs for integration setup and config ([#1613](https://github.com/opensearch-project/dashboards-observability/pull/1613)) +* Change query access messaging ([#1224](https://github.com/opensearch-project/dashboards-observability/pull/1224)) + +### Maintenance +* Refactor integrations setup for easier separation of different setup options ([#1741](https://github.com/opensearch-project/dashboards-observability/pull/1741)) +* Reformatting integration queries ([#1726](https://github.com/opensearch-project/dashboards-observability/pull/1726)) +* Increment version to 2.14.0.0 ([#1673](https://github.com/opensearch-project/dashboards-observability/pull/1673)) +* Enable query assist by default ([#1640](https://github.com/opensearch-project/dashboards-observability/pull/1640)) +* Update ag-grid dependency to 31 ([#1604](https://github.com/opensearch-project/dashboards-observability/pull/1604)) +* Fix datagrid snapshots for 2.x ([#1590](https://github.com/opensearch-project/dashboards-observability/pull/1590)) From cb845f2e29dbaf8888ce142d420524876291f916 Mon Sep 17 00:00:00 2001 From: Paul Sebastian Date: Tue, 30 Apr 2024 15:53:23 -0700 Subject: [PATCH 15/28] removed update button from explorer (#1755) * remove update button Signed-off-by: Paul Sebastian * update snapshot Signed-off-by: Paul Sebastian --------- Signed-off-by: Paul Sebastian --- .../__snapshots__/search.test.tsx.snap | 146 +----------------- .../components/common/search/date_picker.tsx | 1 + 2 files changed, 4 insertions(+), 143 deletions(-) diff --git a/public/components/common/search/__tests__/__snapshots__/search.test.tsx.snap b/public/components/common/search/__tests__/__snapshots__/search.test.tsx.snap index b820a9ca3..56ae657ba 100644 --- a/public/components/common/search/__tests__/__snapshots__/search.test.tsx.snap +++ b/public/components/common/search/__tests__/__snapshots__/search.test.tsx.snap @@ -405,17 +405,17 @@ exports[`Explorer Search component renders basic component 1`] = ` onTimeChange={[Function]} recentlyUsedRanges={Array []} refreshInterval={0} - showUpdateButton={true} + showUpdateButton={false} start="now-15m" timeFormat="HH:mm" >

      diff --git a/public/components/common/search/date_picker.tsx b/public/components/common/search/date_picker.tsx index 1a12f4cb3..95837ebe3 100644 --- a/public/components/common/search/date_picker.tsx +++ b/public/components/common/search/date_picker.tsx @@ -22,6 +22,7 @@ export function DatePicker(props: IDatePickerProps) { onTimeChange={handleTimeChange} onRefresh={handleTimeRangePickerRefresh} className="osdQueryBar__datePicker" + showUpdateButton={false} /> ); } From da7d54e6d01bc46ae16db071bfa472b5f828afaa Mon Sep 17 00:00:00 2001 From: Sumukh Swamy Date: Tue, 30 Apr 2024 17:07:06 -0700 Subject: [PATCH 16/28] MDS Support for trace analytics (#1752) * added changes for datasourcemds- ids Signed-off-by: sumukhswamy * added trace analytics support for MDS Signed-off-by: sumukhswamy * added trace analytics support for MDS Signed-off-by: sumukhswamy * added changes Signed-off-by: sumukhswamy * addressed PR comments Signed-off-by: sumukhswamy * addressed linter issues Signed-off-by: sumukhswamy --------- Signed-off-by: sumukhswamy Signed-off-by: Sumukh Swamy --- opensearch_dashboards.json | 2 +- public/components/app.tsx | 19 +- .../config_components/service_config.tsx | 9 +- .../service_detail_flyout.tsx | 14 +- public/components/index.tsx | 15 +- .../__snapshots__/dashboard.test.tsx.snap | 48 ++++ .../dashboard/__tests__/dashboard.test.tsx | 4 +- .../components/dashboard/dashboard.tsx | 4 +- .../dashboard/dashboard_content.tsx | 20 +- .../__snapshots__/service_view.test.tsx.snap | 1 + .../__snapshots__/services.test.tsx.snap | 48 ++++ .../services/__tests__/service_view.test.tsx | 1 + .../services/__tests__/services.test.tsx | 3 + .../components/services/service_view.tsx | 234 ++++++++++-------- .../components/services/services.tsx | 5 +- .../components/services/services_content.tsx | 10 +- .../__snapshots__/trace_view.test.tsx.snap | 1 + .../__snapshots__/traces.test.tsx.snap | 48 ++++ .../traces/__tests__/trace_view.test.tsx | 1 + .../traces/__tests__/traces.test.tsx | 5 +- .../components/traces/span_detail_flyout.tsx | 3 +- .../components/traces/span_detail_panel.tsx | 80 +++--- .../components/traces/span_detail_table.tsx | 13 +- .../components/traces/trace_view.tsx | 47 +++- .../components/traces/traces.tsx | 2 + .../components/traces/traces_content.tsx | 25 +- public/components/trace_analytics/home.tsx | 79 +++++- .../requests/dashboard_request_handler.ts | 111 +++++++-- .../requests/request_handler.ts | 33 ++- .../requests/services_request_handler.ts | 55 ++-- .../requests/traces_request_handler.ts | 40 +-- public/framework/core_refs.ts | 2 + public/plugin.tsx | 8 +- public/types.ts | 8 + server/plugin.ts | 25 +- server/routes/index.ts | 14 +- server/routes/trace_analytics_dsl_router.ts | 63 +++-- 37 files changed, 825 insertions(+), 275 deletions(-) diff --git a/opensearch_dashboards.json b/opensearch_dashboards.json index 285a26cd5..88f0a9e39 100644 --- a/opensearch_dashboards.json +++ b/opensearch_dashboards.json @@ -18,6 +18,6 @@ "urlForwarding", "visualizations" ], - "optionalPlugins": ["managementOverview", "assistantDashboards", "securityDashboards"], + "optionalPlugins": ["managementOverview", "assistantDashboards", "securityDashboards", "dataSource", "dataSourceManagement"], "configPath": ["observability"] } diff --git a/public/components/app.tsx b/public/components/app.tsx index 4569c4261..1b7150a8c 100644 --- a/public/components/app.tsx +++ b/public/components/app.tsx @@ -7,19 +7,20 @@ import { I18nProvider } from '@osd/i18n/react'; import { QueryManager } from 'common/query_manager'; import React from 'react'; import { Provider } from 'react-redux'; -import { CoreStart } from '../../../../src/core/public'; +import { CoreStart, MountPoint } from '../../../../src/core/public'; +import { DataSourceManagementPluginSetup } from '../../../../src/plugins/data_source_management/public'; import { observabilityID, observabilityTitle } from '../../common/constants/shared'; import { store } from '../framework/redux/store'; import { AppPluginStartDependencies } from '../types'; import { Home as ApplicationAnalyticsHome } from './application_analytics/home'; -import { Home as IntegrationsHome } from './integrations/home'; import { MetricsListener } from './common/metrics_listener'; import { Home as CustomPanelsHome } from './custom_panels/home'; +import { Home as DataConnectionsHome } from './datasources/home'; import { EventAnalytics } from './event_analytics'; +import { Home as IntegrationsHome } from './integrations/home'; import { Home as MetricsHome } from './metrics/index'; import { Main as NotebooksHome } from './notebooks/components/main'; import { Home as TraceAnalyticsHome } from './trace_analytics/home'; -import { Home as DataConnectionsHome } from './datasources/home'; interface ObservabilityAppDeps { CoreStartProp: CoreStart; @@ -30,6 +31,10 @@ interface ObservabilityAppDeps { timestampUtils: any; queryManager: QueryManager; startPage: string; + dataSourceEnabled: boolean; + dataSourceManagement: DataSourceManagementPluginSetup; + setActionMenu: (menuMount: MountPoint | undefined) => void; + savedObjectsMDSClient: CoreStart['savedObjects']; } // for cypress to test redux store @@ -58,6 +63,10 @@ export const App = ({ queryManager, startPage, dataSourcePluggables, + dataSourceManagement, + setActionMenu, + dataSourceEnabled, + savedObjectsMDSClient, }: ObservabilityAppDeps) => { const { chrome, http, notifications, savedObjects: coreSavedObjects } = CoreStartProp; const parentBreadcrumb = { @@ -89,6 +98,10 @@ export const App = ({ parentBreadcrumbs={[parentBreadcrumb]} setBreadcrumbs={chrome.setBreadcrumbs} dataSourcePluggables={dataSourcePluggables} + dataSourceManagement={dataSourceManagement} + dataSourceEnabled={dataSourceEnabled} + setActionMenu={setActionMenu} + savedObjectsMDSClient={savedObjectsMDSClient} /> diff --git a/public/components/application_analytics/components/config_components/service_config.tsx b/public/components/application_analytics/components/config_components/service_config.tsx index bfeb5029f..181636aea 100644 --- a/public/components/application_analytics/components/config_components/service_config.tsx +++ b/public/components/application_analytics/components/config_components/service_config.tsx @@ -15,15 +15,14 @@ import { EuiText, } from '@elastic/eui'; import DSLService from 'public/services/requests/dsl'; -import React, { useState } from 'react'; -import { useEffect } from 'react'; +import React, { useEffect, useState } from 'react'; +import { OptionType } from '../../../../../common/types/application_analytics'; import { FilterType } from '../../../trace_analytics/components/common/filters/filters'; import { ServiceObject } from '../../../trace_analytics/components/common/plots/service_map'; import { ServiceMap } from '../../../trace_analytics/components/services'; import { handleServiceMapRequest } from '../../../trace_analytics/requests/services_request_handler'; -import { AppAnalyticsComponentDeps } from '../../home'; -import { OptionType } from '../../../../../common/types/application_analytics'; import { getClearModal } from '../../helpers/modal_containers'; +import { AppAnalyticsComponentDeps } from '../../home'; interface ServiceConfigProps extends AppAnalyticsComponentDeps { dslService: DSLService; @@ -50,7 +49,7 @@ export const ServiceConfig = (props: ServiceConfigProps) => { const [modalLayout, setModalLayout] = useState(); useEffect(() => { - handleServiceMapRequest(http, dslService, mode, setServiceMap); + handleServiceMapRequest(http, dslService, mode, '', setServiceMap); }, []); useEffect(() => { diff --git a/public/components/application_analytics/components/flyout_components/service_detail_flyout.tsx b/public/components/application_analytics/components/flyout_components/service_detail_flyout.tsx index f17d46e1d..3e5c4c2e0 100644 --- a/public/components/application_analytics/components/flyout_components/service_detail_flyout.tsx +++ b/public/components/application_analytics/components/flyout_components/service_detail_flyout.tsx @@ -4,7 +4,6 @@ */ /* eslint-disable react-hooks/exhaustive-deps */ -import _ from 'lodash'; import { EuiFlyout, EuiFlyoutBody, @@ -14,19 +13,20 @@ import { EuiText, EuiTitle, } from '@elastic/eui'; +import _ from 'lodash'; import React, { useEffect, useMemo, useState } from 'react'; -import { - handleServiceMapRequest, - handleServiceViewRequest, -} from '../../../../../public/components/trace_analytics/requests/services_request_handler'; import { filtersToDsl, processTimeStamp, } from '../../../../../public/components/trace_analytics/components/common/helper_functions'; -import { ServiceMap } from '../../../../../public/components/trace_analytics/components/services'; import { ServiceObject } from '../../../../../public/components/trace_analytics/components/common/plots/service_map'; +import { ServiceMap } from '../../../../../public/components/trace_analytics/components/services'; import { SpanDetailTable } from '../../../../../public/components/trace_analytics/components/traces/span_detail_table'; import { TraceAnalyticsComponentDeps } from '../../../../../public/components/trace_analytics/home'; +import { + handleServiceMapRequest, + handleServiceViewRequest, +} from '../../../../../public/components/trace_analytics/requests/services_request_handler'; import { getListItem } from '../../helpers/utils'; interface ServiceFlyoutProps extends TraceAnalyticsComponentDeps { @@ -131,7 +131,7 @@ export function ServiceDetailFlyout(props: ServiceFlyoutProps) { appConfigs ); handleServiceViewRequest(serviceName, http, serviceDSL, setFields, mode); - handleServiceMapRequest(http, serviceDSL, mode, setServiceMap, serviceName); + handleServiceMapRequest(http, serviceDSL, mode, '', setServiceMap, serviceName); const spanDSL = filtersToDsl(mode, filters, query, startTime, endTime, 'app', appConfigs); spanDSL.query.bool.must.push({ term: { diff --git a/public/components/index.tsx b/public/components/index.tsx index 1058af43a..b1ebf1211 100644 --- a/public/components/index.tsx +++ b/public/components/index.tsx @@ -3,11 +3,12 @@ * SPDX-License-Identifier: Apache-2.0 */ +import { QueryManager } from 'common/query_manager'; import React from 'react'; import ReactDOM from 'react-dom'; -import { QueryManager } from 'common/query_manager'; import { AppMountParameters, CoreStart } from '../../../../src/core/public'; -import { AppPluginStartDependencies, SetupDependencies } from '../types'; +import { DataSourceManagementPluginSetup } from '../../../../src/plugins/data_source_management/public'; +import { AppPluginStartDependencies } from '../types'; import { App } from './app'; export const Observability = ( @@ -20,8 +21,12 @@ export const Observability = ( timestampUtils: any, queryManager: QueryManager, startPage: string, - dataSourcePluggables + dataSourcePluggables, + dataSourceManagement: DataSourceManagementPluginSetup, + savedObjectsMDSClient: CoreStart['savedObjects'] ) => { + const { setHeaderActionMenu } = AppMountParametersProp; + const { dataSource } = DepsStart; ReactDOM.render( , AppMountParametersProp.element ); diff --git a/public/components/trace_analytics/components/dashboard/__tests__/__snapshots__/dashboard.test.tsx.snap b/public/components/trace_analytics/components/dashboard/__tests__/__snapshots__/dashboard.test.tsx.snap index 1fff40247..79814b7af 100644 --- a/public/components/trace_analytics/components/dashboard/__tests__/__snapshots__/dashboard.test.tsx.snap +++ b/public/components/trace_analytics/components/dashboard/__tests__/__snapshots__/dashboard.test.tsx.snap @@ -149,6 +149,14 @@ exports[`Dashboard component renders dashboard 1`] = ` } } dataPrepperIndicesExist={true} + dataSourceMDSId={ + Array [ + Object { + "id": "", + "label": "", + }, + ] + } endTime="now" filters={Array []} http={[MockFunction]} @@ -479,6 +487,14 @@ exports[`Dashboard component renders dashboard 1`] = ` } } dataPrepperIndicesExist={true} + dataSourceMDSId={ + Array [ + Object { + "id": "", + "label": "", + }, + ] + } endTime="now" filters={Array []} http={[MockFunction]} @@ -1261,6 +1277,14 @@ exports[`Dashboard component renders empty dashboard 1`] = ` } } dataPrepperIndicesExist={true} + dataSourceMDSId={ + Array [ + Object { + "id": "", + "label": "", + }, + ] + } endTime="now" filters={Array []} http={[MockFunction]} @@ -1590,6 +1614,14 @@ exports[`Dashboard component renders empty dashboard 1`] = ` } } dataPrepperIndicesExist={true} + dataSourceMDSId={ + Array [ + Object { + "id": "", + "label": "", + }, + ] + } endTime="now" filters={Array []} http={[MockFunction]} @@ -2372,6 +2404,14 @@ exports[`Dashboard component renders empty jaeger dashboard 1`] = ` } } dataPrepperIndicesExist={false} + dataSourceMDSId={ + Array [ + Object { + "id": "", + "label": "", + }, + ] + } endTime="now" filters={Array []} http={[MockFunction]} @@ -2703,6 +2743,14 @@ exports[`Dashboard component renders empty jaeger dashboard 1`] = ` } } dataPrepperIndicesExist={false} + dataSourceMDSId={ + Array [ + Object { + "id": "", + "label": "", + }, + ] + } endTime="now" filters={Array []} http={[MockFunction]} diff --git a/public/components/trace_analytics/components/dashboard/__tests__/dashboard.test.tsx b/public/components/trace_analytics/components/dashboard/__tests__/dashboard.test.tsx index 703b0a027..c0b599d55 100644 --- a/public/components/trace_analytics/components/dashboard/__tests__/dashboard.test.tsx +++ b/public/components/trace_analytics/components/dashboard/__tests__/dashboard.test.tsx @@ -7,7 +7,6 @@ import { configure, mount } from 'enzyme'; import Adapter from 'enzyme-adapter-react-16'; import React from 'react'; import { Dashboard } from '..'; -import { CoreStart } from '../../../../../../../../src/core/public'; import { coreStartMock } from '../../../../../../test/__mocks__/coreMocks'; describe('Dashboard component', () => { @@ -56,6 +55,7 @@ describe('Dashboard component', () => { mode="data_prepper" dataPrepperIndicesExist={true} modes={modes} + dataSourceMDSId={[{ id: '', label: '' }]} /> ); @@ -102,6 +102,7 @@ describe('Dashboard component', () => { dataPrepperIndicesExist={false} jaegerIndicesExist={true} modes={modes} + dataSourceMDSId={[{ id: '', label: '' }]} /> ); @@ -147,6 +148,7 @@ describe('Dashboard component', () => { mode="data_prepper" dataPrepperIndicesExist={true} modes={modes} + dataSourceMDSId={[{ id: '', label: '' }]} /> ); diff --git a/public/components/trace_analytics/components/dashboard/dashboard.tsx b/public/components/trace_analytics/components/dashboard/dashboard.tsx index 71f656f97..4246605ca 100644 --- a/public/components/trace_analytics/components/dashboard/dashboard.tsx +++ b/public/components/trace_analytics/components/dashboard/dashboard.tsx @@ -6,7 +6,8 @@ import { EuiBreadcrumb, EuiTitle } from '@elastic/eui'; import { Toast } from '@elastic/eui/src/components/toast/global_toast_list'; import React from 'react'; -import { TraceAnalyticsComponentDeps, TraceAnalyticsMode } from '../../home'; +import { DataSourceOption } from '../../../../../../../src/plugins/data_source_management/public/components/data_source_menu/types'; +import { TraceAnalyticsComponentDeps } from '../../home'; import { DashboardContent } from './dashboard_content'; import { DataSourcePicker } from './mode_picker'; @@ -20,6 +21,7 @@ export interface DashboardProps extends TraceAnalyticsComponentDeps { text?: React.ReactChild | undefined, side?: string | undefined ) => void; + dataSourceMDSId: DataSourceOption[]; } export function Dashboard(props: DashboardProps) { diff --git a/public/components/trace_analytics/components/dashboard/dashboard_content.tsx b/public/components/trace_analytics/components/dashboard/dashboard_content.tsx index 176643574..521ad0ccc 100644 --- a/public/components/trace_analytics/components/dashboard/dashboard_content.tsx +++ b/public/components/trace_analytics/components/dashboard/dashboard_content.tsx @@ -8,6 +8,7 @@ import dateMath from '@elastic/datemath'; import { EuiFlexGroup, EuiFlexItem, EuiSpacer } from '@elastic/eui'; import _ from 'lodash'; import React, { useEffect, useState } from 'react'; +import { useToast } from '../../../../../public/components/common/toast'; import { handleDashboardErrorRatePltRequest, handleDashboardRequest, @@ -15,25 +16,21 @@ import { handleJaegerDashboardRequest, handleJaegerErrorDashboardRequest, } from '../../requests/dashboard_request_handler'; -import { handleServiceMapRequest } from '../../requests/services_request_handler'; -import { FilterType } from '../common/filters/filters'; import { getValidFilterFields } from '../common/filters/filter_helpers'; +import { FilterType } from '../common/filters/filters'; import { + MissingConfigurationMessage, filtersToDsl, getPercentileFilter, milliToNanoSec, minFixedInterval, - MissingConfigurationMessage, processTimeStamp, } from '../common/helper_functions'; import { ErrorRatePlt } from '../common/plots/error_rate_plt'; -import { ServiceMap, ServiceObject } from '../common/plots/service_map'; import { ThroughputPlt } from '../common/plots/throughput_plt'; -import { SearchBar } from '../common/search_bar'; import { DashboardProps } from './dashboard'; import { DashboardTable } from './dashboard_table'; import { TopGroupsPage } from './top_groups_page'; -import { useToast } from '../../../../../public/components/common/toast'; export function DashboardContent(props: DashboardProps) { const { @@ -55,6 +52,7 @@ export function DashboardContent(props: DashboardProps) { dataPrepperIndicesExist, jaegerIndicesExist, toasts, + dataSourceMDSId, } = props; const [tableItems, setTableItems] = useState([]); const [jaegerTableItems, setJaegerTableItems] = useState([]); @@ -173,6 +171,7 @@ export function DashboardContent(props: DashboardProps) { // setToast!('Query took too long to execute.', 'danger', 'Reduce time range or filter your data. If issue persists, consider increasing your cluster size.'); // } // }, + dataSourceMDSId[0].id, setPercentileMap ).finally(() => setLoading(false)); handleJaegerErrorDashboardRequest( @@ -189,9 +188,11 @@ export function DashboardContent(props: DashboardProps) { // setToast!('Query took too long to execute.', 'danger', 'Reduce time range or filter your data. If issue persists, consider increasing your cluster size.'); // } // }, + dataSourceMDSId[0].id, setPercentileMap ).finally(() => setLoading(false)); } else if (mode === 'data_prepper') { + console.log(dataSourceMDSId, 'traces page'); handleDashboardRequest( http, DSL, @@ -201,6 +202,7 @@ export function DashboardContent(props: DashboardProps) { setTableItems, mode, () => setShowTimeoutToast(true), + dataSourceMDSId[0].id, setPercentileMap ).then(() => setLoading(false)); // service map should not be filtered by service name (https://github.com/opensearch-project/observability/issues/442) @@ -216,7 +218,8 @@ export function DashboardContent(props: DashboardProps) { fixedInterval, throughputPltItems, setThroughputPltItems, - mode + mode, + dataSourceMDSId[0].id ); handleDashboardErrorRatePltRequest( @@ -225,7 +228,8 @@ export function DashboardContent(props: DashboardProps) { fixedInterval, errorRatePltItems, setErrorRatePltItems, - mode + mode, + dataSourceMDSId[0].id ); }; diff --git a/public/components/trace_analytics/components/services/__tests__/__snapshots__/service_view.test.tsx.snap b/public/components/trace_analytics/components/services/__tests__/__snapshots__/service_view.test.tsx.snap index c2ab99780..0bea2dcc2 100644 --- a/public/components/trace_analytics/components/services/__tests__/__snapshots__/service_view.test.tsx.snap +++ b/public/components/trace_analytics/components/services/__tests__/__snapshots__/service_view.test.tsx.snap @@ -235,6 +235,7 @@ exports[`Service view component renders service view 1`] = `
      { setEndTime={setEndTime} addFilter={addFilter} mode="data_prepper" + dataSourceMDSId={[{ id: '', label: '' }]} /> ); diff --git a/public/components/trace_analytics/components/services/__tests__/services.test.tsx b/public/components/trace_analytics/components/services/__tests__/services.test.tsx index 5dca84b91..e4f782ed3 100644 --- a/public/components/trace_analytics/components/services/__tests__/services.test.tsx +++ b/public/components/trace_analytics/components/services/__tests__/services.test.tsx @@ -56,6 +56,7 @@ describe('Services component', () => { mode="data_prepper" dataPrepperIndicesExist={true} modes={modes} + dataSourceMDSId={[{ id: '', label: '' }]} /> ); @@ -102,6 +103,7 @@ describe('Services component', () => { mode="data_prepper" dataPrepperIndicesExist={true} modes={modes} + dataSourceMDSId={[{ id: '', label: '' }]} /> ); @@ -149,6 +151,7 @@ describe('Services component', () => { dataPrepperIndicesExist={false} jaegerIndicesExist={true} modes={modes} + dataSourceMDSId={[{ id: '', label: '' }]} /> ); diff --git a/public/components/trace_analytics/components/services/service_view.tsx b/public/components/trace_analytics/components/services/service_view.tsx index e81869d11..dc88dcb9e 100644 --- a/public/components/trace_analytics/components/services/service_view.tsx +++ b/public/components/trace_analytics/components/services/service_view.tsx @@ -20,21 +20,29 @@ import { } from '@elastic/eui'; import _ from 'lodash'; import React, { useEffect, useMemo, useState } from 'react'; -import { TraceAnalyticsComponentDeps, TraceAnalyticsMode } from '../../home'; +import { + DataSourceManagementPluginSetup, + DataSourceViewConfig, +} from '../../../../../../../src/plugins/data_source_management/public'; +import { DataSourceOption } from '../../../../../../../src/plugins/data_source_management/public/components/data_source_menu/types'; +import { TraceAnalyticsComponentDeps } from '../../home'; import { handleServiceMapRequest, handleServiceViewRequest, } from '../../requests/services_request_handler'; import { FilterType } from '../common/filters/filters'; -import { filtersToDsl, PanelTitle, processTimeStamp } from '../common/helper_functions'; +import { PanelTitle, filtersToDsl, processTimeStamp } from '../common/helper_functions'; import { ServiceMap, ServiceObject } from '../common/plots/service_map'; -import { renderDatePicker, SearchBarProps } from '../common/search_bar'; +import { SearchBarProps, renderDatePicker } from '../common/search_bar'; import { SpanDetailFlyout } from '../traces/span_detail_flyout'; import { SpanDetailTable } from '../traces/span_detail_table'; interface ServiceViewProps extends TraceAnalyticsComponentDeps { serviceName: string; addFilter: (filter: FilterType) => void; + dataSourceMDSId: DataSourceOption[]; + dataSourceManagement: DataSourceManagementPluginSetup; + dataSourceEnabled: boolean; } export function ServiceView(props: ServiceViewProps) { @@ -54,9 +62,23 @@ export function ServiceView(props: ServiceViewProps) { processTimeStamp(props.startTime, mode), processTimeStamp(props.endTime, mode) ); - handleServiceViewRequest(props.serviceName, props.http, DSL, setFields, mode); + handleServiceViewRequest( + props.serviceName, + props.http, + DSL, + setFields, + mode, + props.dataSourceMDSId[0].id + ); if (mode === 'data_prepper') { - handleServiceMapRequest(props.http, DSL, mode, setServiceMap, props.serviceName); + handleServiceMapRequest( + props.http, + DSL, + mode, + props.dataSourceMDSId[0].id, + setServiceMap, + props.serviceName + ); } }; @@ -88,7 +110,7 @@ export function ServiceView(props: ServiceViewProps) { setStartTime: SearchBarProps['setStartTime'], endTime: SearchBarProps['endTime'], setEndTime: SearchBarProps['setEndTime'], - addFilter: (filter: FilterType) => void + _addFilter: (filter: FilterType) => void ) => { return ( <> @@ -104,110 +126,122 @@ export function ServiceView(props: ServiceViewProps) { ); }; - + const DataSourceMenu = props.dataSourceManagement?.ui?.getDataSourceMenu(); const renderOverview = () => { return ( - - - - - - - - Name - - {props.serviceName || '-'} - - - {mode === 'data_prepper' ? ( + <> + {props.dataSourceEnabled && ( + + )} + + + + + + - Number of connected services + Name - {fields.number_of_connected_services !== undefined - ? fields.number_of_connected_services - : 0} + {props.serviceName || '-'} - ) : ( - - )} - {mode === 'data_prepper' ? ( + {mode === 'data_prepper' ? ( + + Number of connected services + + {fields.number_of_connected_services !== undefined + ? fields.number_of_connected_services + : 0} + + + ) : ( + + )} + {mode === 'data_prepper' ? ( + + Connected services + + {fields.connected_services && fields.connected_services.length + ? fields.connected_services + .map((service: string) => ( + + {service} + + )) + .reduce((prev: React.ReactNode, curr: React.ReactNode) => { + return [prev, ', ', curr]; + }) + : '-'} + + + ) : ( + + )} + + + + - Connected services + Average duration (ms) - {fields.connected_services && fields.connected_services.length - ? fields.connected_services - .map((service: string) => ( - - {service} - - )) - .reduce((prev: React.ReactNode, curr: React.ReactNode) => { - return [prev, ', ', curr]; - }) + {fields.average_latency !== undefined ? fields.average_latency : '-'} + + + + Error rate + + {fields.error_rate !== undefined + ? _.round(fields.error_rate, 2).toString() + '%' : '-'} - ) : ( - - )} - - - - - - Average duration (ms) - - {fields.average_latency !== undefined ? fields.average_latency : '-'} - - - - Error rate - - {fields.error_rate !== undefined - ? _.round(fields.error_rate, 2).toString() + '%' - : '-'} - - - - Request rate - - {fields.throughput !== undefined ? ( - - ) : ( - '-' - )} - - - - Traces - - {fields.traces === 0 || fields.traces ? ( - { - setRedirect(true); - props.addFilter({ - field: 'process.serviceName', - operator: 'is', - value: props.serviceName, - inverted: false, - disabled: false, - }); - location.assign('#/traces'); - }} - > - - - ) : ( - '-' - )} - - - - - - - + + Request rate + + {fields.throughput !== undefined ? ( + + ) : ( + '-' + )} + + + + Traces + + {fields.traces === 0 || fields.traces ? ( + { + setRedirect(true); + props.addFilter({ + field: 'process.serviceName', + operator: 'is', + value: props.serviceName, + inverted: false, + disabled: false, + }); + location.assign('#/traces'); + }} + > + + + ) : ( + '-' + )} + + + + + + + + ); }; @@ -321,6 +355,7 @@ export function ServiceView(props: ServiceViewProps) { openFlyout={(spanId: string) => setCurrentSpan(spanId)} setTotal={setTotal} mode={mode} + dataSourceMDSId={props.dataSourceMDSId[0].id} /> ), [DSL, setCurrentSpan] @@ -374,6 +409,7 @@ export function ServiceView(props: ServiceViewProps) { closeFlyout={() => setCurrentSpan('')} addSpanFilter={addSpanFilter} mode={mode} + dataSourceMDSId={props.dataSourceMDSId[0].id} /> )} diff --git a/public/components/trace_analytics/components/services/services.tsx b/public/components/trace_analytics/components/services/services.tsx index 2029cdfb8..412d3c476 100644 --- a/public/components/trace_analytics/components/services/services.tsx +++ b/public/components/trace_analytics/components/services/services.tsx @@ -4,9 +4,9 @@ */ import { EuiBreadcrumb } from '@elastic/eui'; -import _ from 'lodash'; -import React from 'react'; import { Toast } from '@elastic/eui/src/components/toast/global_toast_list'; +import React from 'react'; +import { DataSourceOption } from '../../../../../../../src/plugins/data_source_management/public/components/data_source_menu/types'; import { TraceAnalyticsComponentDeps } from '../../home'; import { DataSourcePicker } from '../dashboard/mode_picker'; import { ServicesContent } from './services_content'; @@ -17,6 +17,7 @@ export interface ServicesProps extends TraceAnalyticsComponentDeps { traceColumnAction: any; page: 'services' | 'app'; toasts: Toast[]; + dataSourceMDSId: DataSourceOption[]; } export function Services(props: ServicesProps) { diff --git a/public/components/trace_analytics/components/services/services_content.tsx b/public/components/trace_analytics/components/services/services_content.tsx index 0552c567e..2250fa793 100644 --- a/public/components/trace_analytics/components/services/services_content.tsx +++ b/public/components/trace_analytics/components/services/services_content.tsx @@ -10,17 +10,15 @@ import React, { useEffect, useState } from 'react'; import { handleServiceMapRequest, handleServicesRequest, - handleTraceGroupsRequest, } from '../../requests/services_request_handler'; -import { FilterType } from '../common/filters/filters'; import { getValidFilterFields } from '../common/filters/filter_helpers'; +import { FilterType } from '../common/filters/filters'; import { filtersToDsl, processTimeStamp } from '../common/helper_functions'; import { ServiceMap, ServiceObject } from '../common/plots/service_map'; import { SearchBar } from '../common/search_bar'; +import { DashboardContent } from '../dashboard/dashboard_content'; import { ServicesProps } from './services'; import { ServicesTable } from './services_table'; -import { OptionType } from '../../../../../common/types/application_analytics'; -import { DashboardContent } from '../dashboard/dashboard_content'; export function ServicesContent(props: ServicesProps) { const { @@ -43,6 +41,7 @@ export function ServicesContent(props: ServicesProps) { mode, dataPrepperIndicesExist, jaegerIndicesExist, + dataSourceMDSId, } = props; const [tableItems, setTableItems] = useState([]); @@ -107,11 +106,12 @@ export function ServicesContent(props: ServicesProps) { (must: any) => must?.term?.serviceName == null ); await Promise.all([ - handleServicesRequest(http, DSL, setTableItems, mode), + handleServicesRequest(http, DSL, setTableItems, mode, dataSourceMDSId[0].id), handleServiceMapRequest( http, serviceMapDSL, mode, + dataSourceMDSId[0].id, setServiceMap, currService || filteredService ), diff --git a/public/components/trace_analytics/components/traces/__tests__/__snapshots__/trace_view.test.tsx.snap b/public/components/trace_analytics/components/traces/__tests__/__snapshots__/trace_view.test.tsx.snap index 0a58afeeb..3874c4a49 100644 --- a/public/components/trace_analytics/components/traces/__tests__/__snapshots__/trace_view.test.tsx.snap +++ b/public/components/trace_analytics/components/traces/__tests__/__snapshots__/trace_view.test.tsx.snap @@ -137,6 +137,7 @@ exports[`Trace view component renders trace view 1`] = ` "table": Array [], } } + dataSourceMDSId="" http={[MockFunction]} mode="data_prepper" setData={[Function]} diff --git a/public/components/trace_analytics/components/traces/__tests__/__snapshots__/traces.test.tsx.snap b/public/components/trace_analytics/components/traces/__tests__/__snapshots__/traces.test.tsx.snap index eb5619545..57d673b45 100644 --- a/public/components/trace_analytics/components/traces/__tests__/__snapshots__/traces.test.tsx.snap +++ b/public/components/trace_analytics/components/traces/__tests__/__snapshots__/traces.test.tsx.snap @@ -152,6 +152,14 @@ exports[`Traces component renders empty traces page 1`] = ` } } dataPrepperIndicesExist={true} + dataSourceMDSId={ + Array [ + Object { + "id": "", + "label": "", + }, + ] + } endTime="now" filters={Array []} http={[MockFunction]} @@ -469,6 +477,14 @@ exports[`Traces component renders empty traces page 1`] = ` } } dataPrepperIndicesExist={true} + dataSourceMDSId={ + Array [ + Object { + "id": "", + "label": "", + }, + ] + } endTime="now" filters={Array []} http={[MockFunction]} @@ -1638,6 +1654,14 @@ exports[`Traces component renders jaeger traces page 1`] = ` } } dataPrepperIndicesExist={false} + dataSourceMDSId={ + Array [ + Object { + "id": "", + "label": "", + }, + ] + } endTime="now" filters={Array []} http={[MockFunction]} @@ -1956,6 +1980,14 @@ exports[`Traces component renders jaeger traces page 1`] = ` } } dataPrepperIndicesExist={false} + dataSourceMDSId={ + Array [ + Object { + "id": "", + "label": "", + }, + ] + } endTime="now" filters={Array []} http={[MockFunction]} @@ -3132,6 +3164,14 @@ exports[`Traces component renders traces page 1`] = ` } } dataPrepperIndicesExist={true} + dataSourceMDSId={ + Array [ + Object { + "id": "", + "label": "", + }, + ] + } endTime="now" filters={Array []} http={[MockFunction]} @@ -3449,6 +3489,14 @@ exports[`Traces component renders traces page 1`] = ` } } dataPrepperIndicesExist={true} + dataSourceMDSId={ + Array [ + Object { + "id": "", + "label": "", + }, + ] + } endTime="now" filters={Array []} http={[MockFunction]} diff --git a/public/components/trace_analytics/components/traces/__tests__/trace_view.test.tsx b/public/components/trace_analytics/components/traces/__tests__/trace_view.test.tsx index be3d1c1b9..6d62bd5b9 100644 --- a/public/components/trace_analytics/components/traces/__tests__/trace_view.test.tsx +++ b/public/components/trace_analytics/components/traces/__tests__/trace_view.test.tsx @@ -21,6 +21,7 @@ describe('Trace view component', () => { parentBreadcrumbs={[{ text: 'test', href: 'test#/' }]} traceId="test" mode="data_prepper" + dataSourceMDSId={[{ id: '', label: '' }]} /> ); expect(wrapper).toMatchSnapshot(); diff --git a/public/components/trace_analytics/components/traces/__tests__/traces.test.tsx b/public/components/trace_analytics/components/traces/__tests__/traces.test.tsx index cfd56c99f..6fb61be1d 100644 --- a/public/components/trace_analytics/components/traces/__tests__/traces.test.tsx +++ b/public/components/trace_analytics/components/traces/__tests__/traces.test.tsx @@ -3,9 +3,9 @@ * SPDX-License-Identifier: Apache-2.0 */ -import React from 'react'; import { configure, mount } from 'enzyme'; import Adapter from 'enzyme-adapter-react-16'; +import React from 'react'; import { Traces } from '..'; import { coreStartMock } from '../../../../../../test/__mocks__/coreMocks'; @@ -54,6 +54,7 @@ describe('Traces component', () => { mode="data_prepper" dataPrepperIndicesExist={true} modes={modes} + dataSourceMDSId={[{ id: '', label: '' }]} /> ); @@ -98,6 +99,7 @@ describe('Traces component', () => { page="traces" modes={modes} dataPrepperIndicesExist={true} + dataSourceMDSId={[{ id: '', label: '' }]} /> ); @@ -143,6 +145,7 @@ describe('Traces component', () => { modes={modes} dataPrepperIndicesExist={false} jaegerIndicesExist={true} + dataSourceMDSId={[{ id: '', label: '' }]} /> ); diff --git a/public/components/trace_analytics/components/traces/span_detail_flyout.tsx b/public/components/trace_analytics/components/traces/span_detail_flyout.tsx index b569a0141..5ac3f3cdb 100644 --- a/public/components/trace_analytics/components/traces/span_detail_flyout.tsx +++ b/public/components/trace_analytics/components/traces/span_detail_flyout.tsx @@ -66,12 +66,13 @@ export function SpanDetailFlyout(props: { closeFlyout: () => void; addSpanFilter: (field: string, value: any) => void; mode: TraceAnalyticsMode; + dataSourceMDSId: string; }) { const { mode } = props; const [span, setSpan] = useState({}); useEffect(() => { - handleSpansFlyoutRequest(props.http, props.spanId, setSpan, mode); + handleSpansFlyoutRequest(props.http, props.spanId, setSpan, mode, props.dataSourceMDSId); }, [props.spanId]); const getListItem = ( diff --git a/public/components/trace_analytics/components/traces/span_detail_panel.tsx b/public/components/trace_analytics/components/traces/span_detail_panel.tsx index 4c2ebedb6..ba24c78bc 100644 --- a/public/components/trace_analytics/components/traces/span_detail_panel.tsx +++ b/public/components/trace_analytics/components/traces/span_detail_panel.tsx @@ -27,7 +27,8 @@ export function SpanDetailPanel(props: { http: HttpSetup; traceId: string; colorMap: any; - mode: TraceAnalyticsMode + mode: TraceAnalyticsMode; + dataSourceMDSId: string; page?: string; openSpanFlyout?: any; data?: { gantt: any[]; table: any[]; ganttMaxX: number }; @@ -81,41 +82,52 @@ export function SpanDetailPanel(props: { if (_.isEmpty(props.colorMap)) return; const refreshDSL = spanFiltersToDSL(); setDSL(refreshDSL); - handleSpansGanttRequest(props.traceId, props.http, setData, props.colorMap, refreshDSL, mode); + handleSpansGanttRequest( + props.traceId, + props.http, + setData, + props.colorMap, + refreshDSL, + mode, + props.dataSourceMDSId + ); }, 150); const spanFiltersToDSL = () => { - const spanDSL: any = mode === 'jaeger' ? { - query: { - bool: { - must: [ - { - term: { - traceID: props.traceId, + const spanDSL: any = + mode === 'jaeger' + ? { + query: { + bool: { + must: [ + { + term: { + traceID: props.traceId, + }, + }, + ], + filter: [], + should: [], + must_not: [], }, }, - ], - filter: [], - should: [], - must_not: [], - }, - }, - } : { - query: { - bool: { - must: [ - { - term: { - traceId: props.traceId, + } + : { + query: { + bool: { + must: [ + { + term: { + traceId: props.traceId, + }, + }, + ], + filter: [], + should: [], + must_not: [], }, }, - ], - filter: [], - should: [], - must_not: [], - }, - }, - }; + }; spanFilters.map(({ field, value }) => { if (value != null) { spanDSL.query.bool.must.push({ @@ -164,10 +176,10 @@ export function SpanDetailPanel(props: { }; }; - const layout = useMemo( - () => getSpanDetailLayout(data.gantt, data.ganttMaxX), - [data.gantt, data.ganttMaxX] - ); + const layout = useMemo(() => getSpanDetailLayout(data.gantt, data.ganttMaxX), [ + data.gantt, + data.ganttMaxX, + ]); const [currentSpan, setCurrentSpan] = useState(''); @@ -239,7 +251,7 @@ export function SpanDetailPanel(props: { return ( <> - + diff --git a/public/components/trace_analytics/components/traces/span_detail_table.tsx b/public/components/trace_analytics/components/traces/span_detail_table.tsx index 30f60010f..90a0e0e80 100644 --- a/public/components/trace_analytics/components/traces/span_detail_table.tsx +++ b/public/components/trace_analytics/components/traces/span_detail_table.tsx @@ -12,7 +12,7 @@ import { HttpSetup } from '../../../../../../../src/core/public'; import { TRACE_ANALYTICS_DATE_FORMAT } from '../../../../../common/constants/trace_analytics'; import { TraceAnalyticsMode } from '../../home'; import { handleSpansRequest } from '../../requests/traces_request_handler'; -import { microToMilliSec, nanoToMilliSec, NoMatchMessage } from '../common/helper_functions'; +import { NoMatchMessage, microToMilliSec, nanoToMilliSec } from '../common/helper_functions'; interface SpanDetailTableProps { http: HttpSetup; @@ -21,6 +21,7 @@ interface SpanDetailTableProps { mode: TraceAnalyticsMode; DSL?: any; setTotal?: (total: number) => void; + dataSourceMDSId: string; } export interface SpanSearchParams { @@ -50,7 +51,15 @@ export function SpanDetailTable(props: SpanDetailTableProps) { size: tableParams.size, sortingColumns: tableParams.sortingColumns.map(({ id, direction }) => ({ [id]: direction })), }; - handleSpansRequest(props.http, setItems, setTotal, spanSearchParams, props.DSL, mode); + handleSpansRequest( + props.http, + setItems, + setTotal, + spanSearchParams, + props.DSL, + mode, + props.dataSourceMDSId + ); }, [tableParams, props.DSL]); useEffect(() => { diff --git a/public/components/trace_analytics/components/traces/trace_view.tsx b/public/components/trace_analytics/components/traces/trace_view.tsx index c150a19ff..c1c5e0a9c 100644 --- a/public/components/trace_analytics/components/traces/trace_view.tsx +++ b/public/components/trace_analytics/components/traces/trace_view.tsx @@ -20,6 +20,12 @@ import { } from '@elastic/eui'; import _ from 'lodash'; import React, { useEffect, useState } from 'react'; +import { MountPoint } from '../../../../../../../src/core/public'; +import { + DataSourceManagementPluginSetup, + DataSourceViewConfig, +} from '../../../../../../../src/plugins/data_source_management/public'; +import { DataSourceOption } from '../../../../../../../src/plugins/data_source_management/public/components/data_source_menu/types'; import { TraceAnalyticsCoreDeps, TraceAnalyticsMode } from '../../home'; import { handleServiceMapRequest } from '../../requests/services_request_handler'; import { @@ -27,7 +33,7 @@ import { handleServicesPieChartRequest, handleTraceViewRequest, } from '../../requests/traces_request_handler'; -import { filtersToDsl, PanelTitle, processTimeStamp } from '../common/helper_functions'; +import { PanelTitle, filtersToDsl, processTimeStamp } from '../common/helper_functions'; import { ServiceMap, ServiceObject } from '../common/plots/service_map'; import { ServiceBreakdownPanel } from './service_breakdown_panel'; import { SpanDetailPanel } from './span_detail_panel'; @@ -35,6 +41,9 @@ import { SpanDetailPanel } from './span_detail_panel'; interface TraceViewProps extends TraceAnalyticsCoreDeps { traceId: string; mode: TraceAnalyticsMode; + dataSourceMDSId: DataSourceOption[]; + dataSourceManagement: DataSourceManagementPluginSetup; + setActionMenu: (menuMount: MountPoint | undefined) => void; } export function TraceView(props: TraceViewProps) { @@ -51,6 +60,7 @@ export function TraceView(props: TraceViewProps) { ); }; + const DataSourceMenu = props.dataSourceManagement?.ui?.getDataSourceMenu(); const renderOverview = (fields: any) => { return ( @@ -160,16 +170,31 @@ export function TraceView(props: TraceViewProps) { processTimeStamp('now', mode), page ); - handleTraceViewRequest(props.traceId, props.http, fields, setFields, mode); - handlePayloadRequest(props.traceId, props.http, payloadData, setPayloadData, mode); + handleTraceViewRequest( + props.traceId, + props.http, + fields, + setFields, + mode, + props.dataSourceMDSId[0].id + ); + handlePayloadRequest( + props.traceId, + props.http, + payloadData, + setPayloadData, + mode, + props.dataSourceMDSId[0].id + ); handleServicesPieChartRequest( props.traceId, props.http, setServiceBreakdownData, setColorMap, - mode + mode, + props.dataSourceMDSId[0].id ); - handleServiceMapRequest(props.http, DSL, mode, setServiceMap); + handleServiceMapRequest(props.http, DSL, mode, props.dataSourceMDSId[0].id, setServiceMap); }; useEffect(() => { @@ -222,10 +247,19 @@ export function TraceView(props: TraceViewProps) { ]); refresh(); }, [props.mode]); - return ( <> + {props.dataSourceEnabled && ( + + )} {renderTitle(props.traceId)} @@ -246,6 +280,7 @@ export function TraceView(props: TraceViewProps) { mode={mode} data={ganttData} setData={setGanttData} + dataSourceMDSId={props.dataSourceMDSId[0].id} /> diff --git a/public/components/trace_analytics/components/traces/traces.tsx b/public/components/trace_analytics/components/traces/traces.tsx index b000a3954..b21034999 100644 --- a/public/components/trace_analytics/components/traces/traces.tsx +++ b/public/components/trace_analytics/components/traces/traces.tsx @@ -5,6 +5,7 @@ import { EuiBreadcrumb } from '@elastic/eui'; import React from 'react'; +import { DataSourceOption } from '../../../../../../../src/plugins/data_source_management/public/components/data_source_menu/types'; import { TraceAnalyticsComponentDeps } from '../../home'; import { DataSourcePicker } from '../dashboard/mode_picker'; import { TracesContent } from './traces_content'; @@ -13,6 +14,7 @@ export interface TracesProps extends TraceAnalyticsComponentDeps { page: 'traces' | 'app'; childBreadcrumbs: EuiBreadcrumb[]; traceIdColumnAction: any; + dataSourceMDSId: DataSourceOption[]; } export function Traces(props: TracesProps) { diff --git a/public/components/trace_analytics/components/traces/traces_content.tsx b/public/components/trace_analytics/components/traces/traces_content.tsx index 2efc70ec7..7478fb529 100644 --- a/public/components/trace_analytics/components/traces/traces_content.tsx +++ b/public/components/trace_analytics/components/traces/traces_content.tsx @@ -6,6 +6,7 @@ import { EuiSpacer, PropertySort } from '@elastic/eui'; import React, { useEffect, useState } from 'react'; +import { DataSourceViewConfig } from '../../../../../../../src/plugins/data_source_management/public'; import { handleTracesRequest } from '../../requests/traces_request_handler'; import { getValidFilterFields } from '../common/filters/filter_helpers'; import { filtersToDsl, processTimeStamp } from '../common/helper_functions'; @@ -33,11 +34,14 @@ export function TracesContent(props: TracesProps) { mode, dataPrepperIndicesExist, jaegerIndicesExist, + dataSourceManagement, + dataSourceMDSId, } = props; const [tableItems, setTableItems] = useState([]); const [redirect, setRedirect] = useState(true); const [loading, setLoading] = useState(false); + const DataSourceMenu = dataSourceManagement?.ui?.getDataSourceMenu(); useEffect(() => { chrome.setBreadcrumbs([parentBreadcrumb, ...childBreadcrumbs]); const validFilters = getValidFilterFields(mode, 'traces'); @@ -78,12 +82,31 @@ export function TracesContent(props: TracesProps) { processTimeStamp(endTime, mode), page ); - await handleTracesRequest(http, DSL, timeFilterDSL, tableItems, setTableItems, mode, sort); + await handleTracesRequest( + http, + DSL, + timeFilterDSL, + tableItems, + setTableItems, + mode, + props.dataSourceMDSId[0].id, + sort + ); setLoading(false); }; return ( <> + {props.dataSourceEnabled && ( + + )} void; + savedObjectsMDSClient: SavedObjectsStart; } interface HomeProps extends RouteComponentProps, TraceAnalyticsCoreDeps {} @@ -76,15 +92,21 @@ export const Home = (props: HomeProps) => { }; const [toasts, setToasts] = useState([]); - const setToast = (title: string, color = 'success', text?: ReactChild, side?: string) => { + const _setToast = (title: string, color = 'success', text?: ReactChild, _side?: string) => { if (!text) text = ''; setToasts([...toasts, { id: new Date().toISOString(), title, text, color } as Toast]); }; + const [dataSourceMDSId, setDataSourceMDSId] = useState([{ id: '', label: '' }]); + useEffect(() => { - handleDataPrepperIndicesExistRequest(props.http, setDataPrepperIndicesExist); - handleJaegerIndicesExistRequest(props.http, setJaegerIndicesExist); - }, []); + handleDataPrepperIndicesExistRequest( + props.http, + setDataPrepperIndicesExist, + dataSourceMDSId[0].id + ); + handleJaegerIndicesExistRequest(props.http, setJaegerIndicesExist, dataSourceMDSId[0].id); + }, [dataSourceMDSId]); const modes = [ { id: 'jaeger', title: 'Jaeger', 'data-test-subj': 'jaeger-mode' }, @@ -131,7 +153,6 @@ export const Home = (props: HomeProps) => { location.assign(`#/traces/${encodeURIComponent(item)}`); const [appConfigs, _] = useState([]); - const commonProps: TraceAnalyticsComponentDeps = { parentBreadcrumb: props.parentBreadcrumb, http: props.http, @@ -152,10 +173,37 @@ export const Home = (props: HomeProps) => { }, jaegerIndicesExist, dataPrepperIndicesExist, + notifications: props.notifications, + dataSourceEnabled: props.dataSourceEnabled, + dataSourceManagement: props.dataSourceManagement, + setActionMenu: props.setActionMenu, + savedObjectsMDSClient: props.savedObjectsMDSClient, + }; + const onSelectedDataSource = async (dataSources: DataSourceOption[]) => { + const { id = '', label = '' } = dataSources[0] || {}; + if (dataSourceMDSId[0].id !== id || dataSourceMDSId[0].label !== label) { + setDataSourceMDSId([{ id, label }]); + } }; + const DataSourceMenu = props.dataSourceManagement?.ui?.getDataSourceMenu< + DataSourceSelectableConfig + >(); return ( <> + {props.dataSourceEnabled && ( + + )} { @@ -167,12 +215,13 @@ export const Home = (props: HomeProps) => { ( + render={(_routerProps) => ( @@ -187,13 +236,19 @@ export const Home = (props: HomeProps) => { http={props.http} traceId={decodeURIComponent(routerProps.match.params.id)} mode={mode} + dataSourceMDSId={dataSourceMDSId} + dataSourceManagement={props.dataSourceManagement} + setActionMenu={props.setActionMenu} + notifications={props.notifications} + dataSourceEnabled={props.dataSourceEnabled} + savedObjectsMDSClient={props.savedObjectsMDSClient} /> )} /> ( + render={(_routerProps) => ( { nameColumnAction={nameColumnAction} traceColumnAction={traceColumnAction} toasts={toasts} + dataSourceMDSId={dataSourceMDSId} {...commonProps} /> @@ -225,6 +281,7 @@ export const Home = (props: HomeProps) => { const newFilters = [...filters, filter]; setFiltersWithStorage(newFilters); }} + dataSourceMDSId={dataSourceMDSId} /> )} /> diff --git a/public/components/trace_analytics/requests/dashboard_request_handler.ts b/public/components/trace_analytics/requests/dashboard_request_handler.ts index d9316bca0..33b0d22de 100644 --- a/public/components/trace_analytics/requests/dashboard_request_handler.ts +++ b/public/components/trace_analytics/requests/dashboard_request_handler.ts @@ -6,7 +6,11 @@ import _ from 'lodash'; import moment from 'moment'; import { TRACE_ANALYTICS_PLOTS_DATE_FORMAT } from '../../../../common/constants/trace_analytics'; -import { fixedIntervalToMilli, microToMilliSec, nanoToMilliSec } from '../components/common/helper_functions'; +import { + fixedIntervalToMilli, + microToMilliSec, + nanoToMilliSec, +} from '../components/common/helper_functions'; import { getDashboardQuery, getDashboardThroughputPltQuery, @@ -29,6 +33,7 @@ export const handleDashboardRequest = async ( setItems, mode, setShowTimeoutToast, + dataSourceMDSId?, setPercentileMap? ) => { // latency_variance should only be affected by timefilter @@ -36,7 +41,8 @@ export const handleDashboardRequest = async ( http, timeFilterDSL, getDashboardTraceGroupPercentiles(mode), - mode + mode, + dataSourceMDSId ) .then((response) => { const map: any = {}; @@ -50,7 +56,13 @@ export const handleDashboardRequest = async ( .catch((error) => console.error(error)); if (setPercentileMap) setPercentileMap(latencyVariances); - const latencyTrends = await handleDslRequest(http, latencyTrendDSL, getLatencyTrendQuery(), mode, setShowTimeoutToast) + const latencyTrends = await handleDslRequest( + http, + latencyTrendDSL, + getLatencyTrendQuery(), + mode, + setShowTimeoutToast + ) .then((response) => { const map: any = {}; response.aggregations.trace_group_name.buckets.map((bucket) => { @@ -105,7 +117,7 @@ export const handleDashboardRequest = async ( }) .catch((error) => console.error(error)); - await handleDslRequest(http, DSL, getDashboardQuery(), mode, setShowTimeoutToast) + await handleDslRequest(http, DSL, getDashboardQuery(), mode, dataSourceMDSId, setShowTimeoutToast) .then((response) => { return Promise.all( response.aggregations.trace_group_name.buckets.map((bucket) => { @@ -136,9 +148,17 @@ export const handleJaegerDashboardRequest = async ( setItems, mode, setShowTimeoutToast, + dataSourceMDSId?, setPercentileMap? ) => { - const latencyTrends = await handleDslRequest(http, latencyTrendDSL, getJaegerLatencyTrendQuery(), mode, setShowTimeoutToast) + const latencyTrends = await handleDslRequest( + http, + latencyTrendDSL, + getJaegerLatencyTrendQuery(), + mode, + dataSourceMDSId, + setShowTimeoutToast + ) .then((response) => { const map: any = {}; response.aggregations.trace_group_name.buckets.map((bucket) => { @@ -195,7 +215,14 @@ export const handleJaegerDashboardRequest = async ( console.error(error); }); - await handleDslRequest(http, DSL, getJaegerDashboardQuery(), mode, setShowTimeoutToast) + await handleDslRequest( + http, + DSL, + getJaegerDashboardQuery(), + mode, + dataSourceMDSId, + setShowTimeoutToast + ) .then((response) => { return Promise.all( response.aggregations.trace_group_name.buckets.map((bucket) => { @@ -215,10 +242,13 @@ export const handleJaegerDashboardRequest = async ( const latencies = await handleDslRequest( http, timeFilterDSL, - getDashboardTraceGroupPercentiles(mode, newItems.map(a => a.dashboard_trace_group_name)), + getDashboardTraceGroupPercentiles( + mode, + newItems.map((a) => a.dashboard_trace_group_name) + ), mode, true, - setShowTimeoutToast, + setShowTimeoutToast ) .then((response) => { const map: any = {}; @@ -230,10 +260,10 @@ export const handleJaegerDashboardRequest = async ( return map; }) .catch((error) => console.error(error)); - newItems.forEach((item) => { - item.dashboard_latency_variance = latencies[item.dashboard_key_as_string] - }) - setItems(newItems); + newItems.forEach((item) => { + item.dashboard_latency_variance = latencies[item.dashboard_key_as_string]; + }); + setItems(newItems); }) .catch((error) => console.error(error)); }; @@ -247,9 +277,17 @@ export const handleJaegerErrorDashboardRequest = async ( setItems, mode, setShowTimeoutToast, + dataSourceMDSId?, setPercentileMap? ) => { - const errorTrends = await handleDslRequest(http, latencyTrendDSL, getJaegerErrorTrendQuery(), mode, setShowTimeoutToast) + const errorTrends = await handleDslRequest( + http, + latencyTrendDSL, + getJaegerErrorTrendQuery(), + mode, + dataSourceMDSId, + setShowTimeoutToast + ) .then((response) => { const map: any = {}; response.aggregations.trace_group_name.buckets.map((bucket) => { @@ -304,7 +342,14 @@ export const handleJaegerErrorDashboardRequest = async ( }) .catch((error) => console.error(error)); - await handleDslRequest(http, DSL, getJaegerErrorDashboardQuery(), mode, setShowTimeoutToast) + await handleDslRequest( + http, + DSL, + getJaegerErrorDashboardQuery(), + mode, + dataSourceMDSId, + setShowTimeoutToast + ) .then((response) => { return Promise.all( response.aggregations.trace_group_name.buckets.map((bucket) => { @@ -325,8 +370,22 @@ export const handleJaegerErrorDashboardRequest = async ( .catch((error) => console.error(error)); }; -export const handleDashboardThroughputPltRequest = (http, DSL, fixedInterval, items, setItems, mode) => { - return handleDslRequest(http, DSL, getDashboardThroughputPltQuery(mode, fixedInterval), mode) +export const handleDashboardThroughputPltRequest = ( + http, + DSL, + fixedInterval, + items, + setItems, + mode, + dataSourceMDSId? +) => { + return handleDslRequest( + http, + DSL, + getDashboardThroughputPltQuery(mode, fixedInterval), + mode, + dataSourceMDSId + ) .then((response) => { const buckets = response.aggregations.throughput.buckets; const texts = buckets.map( @@ -358,8 +417,22 @@ export const handleDashboardThroughputPltRequest = (http, DSL, fixedInterval, it .catch((error) => console.error(error)); }; -export const handleDashboardErrorRatePltRequest = (http, DSL, fixedInterval, items, setItems, mode) => { - return handleDslRequest(http, DSL, getErrorRatePltQuery(mode, fixedInterval), mode) +export const handleDashboardErrorRatePltRequest = ( + http, + DSL, + fixedInterval, + items, + setItems, + mode, + dataSourceMDSId? +) => { + return handleDslRequest( + http, + DSL, + getErrorRatePltQuery(mode, fixedInterval), + mode, + dataSourceMDSId + ) .then((response) => { const buckets = response.aggregations.error_rate.buckets; const texts = buckets.map( @@ -389,4 +462,4 @@ export const handleDashboardErrorRatePltRequest = (http, DSL, fixedInterval, ite setItems({ items: newItems, fixedInterval: fixedInterval }); }) .catch((error) => console.error(error)); -}; \ No newline at end of file +}; diff --git a/public/components/trace_analytics/requests/request_handler.ts b/public/components/trace_analytics/requests/request_handler.ts index bb687183d..5babe0a33 100644 --- a/public/components/trace_analytics/requests/request_handler.ts +++ b/public/components/trace_analytics/requests/request_handler.ts @@ -5,11 +5,11 @@ import { CoreStart } from '../../../../../../src/core/public'; import { - TRACE_ANALYTICS_DSL_ROUTE, + DATA_PREPPER_INDEX_NAME, + JAEGER_INDEX_NAME, TRACE_ANALYTICS_DATA_PREPPER_INDICES_ROUTE, + TRACE_ANALYTICS_DSL_ROUTE, TRACE_ANALYTICS_JAEGER_INDICES_ROUTE, - JAEGER_INDEX_NAME, - DATA_PREPPER_INDEX_NAME, } from '../../../../common/constants/trace_analytics'; import { TraceAnalyticsMode } from '../home'; @@ -18,6 +18,7 @@ export async function handleDslRequest( DSL: any, bodyQuery: any, mode: TraceAnalyticsMode, + dataSourceMDSId?: string, setShowTimeoutToast?: () => void ) { if (DSL?.query) { @@ -32,12 +33,16 @@ export async function handleDslRequest( if (!bodyQuery.index) { body = { ...bodyQuery, index: mode === 'jaeger' ? JAEGER_INDEX_NAME : DATA_PREPPER_INDEX_NAME }; } + const query = { + dataSourceMDSId: dataSourceMDSId, + }; if (setShowTimeoutToast) { const id = setTimeout(() => setShowTimeoutToast(), 25000); // 25 seconds try { return await http.post(TRACE_ANALYTICS_DSL_ROUTE, { body: JSON.stringify(body), + query, }); } catch (error) { console.error(error); @@ -45,10 +50,10 @@ export async function handleDslRequest( clearTimeout(id); } } else { - try { return await http.post(TRACE_ANALYTICS_DSL_ROUTE, { body: JSON.stringify(body), + query, }); } catch (error_1) { console.error(error_1); @@ -58,20 +63,32 @@ export async function handleDslRequest( export async function handleJaegerIndicesExistRequest( http: CoreStart['http'], - setJaegerIndicesExist + setJaegerIndicesExist, + dataSourceMDSId?: string ) { + const query = { + dataSourceMDSId: dataSourceMDSId, + }; http - .post(TRACE_ANALYTICS_JAEGER_INDICES_ROUTE) + .post(TRACE_ANALYTICS_JAEGER_INDICES_ROUTE, { + query, + }) .then((exists) => setJaegerIndicesExist(exists)) .catch(() => setJaegerIndicesExist(false)); } export async function handleDataPrepperIndicesExistRequest( http: CoreStart['http'], - setDataPrepperIndicesExist + setDataPrepperIndicesExist, + dataSourceMDSId?: string ) { + const query = { + dataSourceMDSId: dataSourceMDSId, + }; http - .post(TRACE_ANALYTICS_DATA_PREPPER_INDICES_ROUTE) + .post(TRACE_ANALYTICS_DATA_PREPPER_INDICES_ROUTE, { + query, + }) .then((exists) => setDataPrepperIndicesExist(exists)) .catch(() => setDataPrepperIndicesExist(false)); } diff --git a/public/components/trace_analytics/requests/services_request_handler.ts b/public/components/trace_analytics/requests/services_request_handler.ts index 2c0152dff..2e81e1dfc 100644 --- a/public/components/trace_analytics/requests/services_request_handler.ts +++ b/public/components/trace_analytics/requests/services_request_handler.ts @@ -4,10 +4,12 @@ */ /* eslint-disable no-console */ -import _ from 'lodash'; import dateMath from '@elastic/datemath'; +import _ from 'lodash'; import DSLService from 'public/services/requests/dsl'; +import { HttpSetup } from '../../../../../../src/core/public'; import { ServiceObject } from '../components/common/plots/service_map'; +import { TraceAnalyticsMode } from '../home'; import { getRelatedServicesQuery, getServiceEdgesQuery, @@ -16,20 +18,31 @@ import { getServicesQuery, } from './queries/services_queries'; import { handleDslRequest } from './request_handler'; -import { HttpSetup } from '../../../../../../src/core/public'; -import { TraceAnalyticsMode } from '../home'; export const handleServicesRequest = async ( http: HttpSetup, DSL: any, setItems: any, mode: TraceAnalyticsMode, + dataSourceMDSId?: string, setServiceMap?: any, - serviceNameFilter?: string, + serviceNameFilter?: string ) => { - return handleDslRequest(http, DSL, getServicesQuery(mode, serviceNameFilter, DSL), mode) + return handleDslRequest( + http, + DSL, + getServicesQuery(mode, serviceNameFilter, DSL), + mode, + dataSourceMDSId + ) .then(async (response) => { - const serviceObject: ServiceObject = await handleServiceMapRequest(http, DSL, mode, setServiceMap); + const serviceObject: ServiceObject = await handleServiceMapRequest( + http, + DSL, + mode, + dataSourceMDSId, + setServiceMap + ); return Promise.all( response.aggregations.service.buckets .filter((bucket: any) => serviceObject[bucket.key]) @@ -60,8 +73,9 @@ export const handleServiceMapRequest = async ( http: HttpSetup, DSL: DSLService | any, mode: TraceAnalyticsMode, + dataSourceMDSId?: string, setItems?: any, - currService?: string, + currService?: string ) => { let minutesInDateRange: number; const startTime = DSL.custom?.timeFilter?.[0]?.range?.startTime; @@ -72,7 +86,7 @@ export const handleServiceMapRequest = async ( } const map: ServiceObject = {}; let id = 1; - await handleDslRequest(http, null, getServiceNodesQuery(mode), mode) + await handleDslRequest(http, null, getServiceNodesQuery(mode), mode, dataSourceMDSId) .then((response) => response.aggregations.service_name.buckets.map( (bucket: any) => @@ -91,7 +105,7 @@ export const handleServiceMapRequest = async ( .catch((error) => console.error(error)); const targets = {}; - await handleDslRequest(http, null, getServiceEdgesQuery('target', mode), mode) + await handleDslRequest(http, null, getServiceEdgesQuery('target', mode), mode, dataSourceMDSId) .then((response) => response.aggregations.service_name.buckets.map((bucket: any) => { bucket.resource.buckets.map((resource: any) => { @@ -102,7 +116,13 @@ export const handleServiceMapRequest = async ( }) ) .catch((error) => console.error(error)); - await handleDslRequest(http, null, getServiceEdgesQuery('destination', mode), mode) + await handleDslRequest( + http, + null, + getServiceEdgesQuery('destination', mode), + mode, + dataSourceMDSId + ) .then((response) => Promise.all( response.aggregations.service_name.buckets.map((bucket: any) => { @@ -126,8 +146,9 @@ export const handleServiceMapRequest = async ( const latencies = await handleDslRequest( http, DSL, - getServiceMetricsQuery(DSL, Object.keys(map), map, mode), + getServiceMetricsQuery(DSL, Object.keys(map), map, mode), mode, + dataSourceMDSId ); latencies.aggregations.service_name.buckets.map((bucket: any) => { map[bucket.key].latency = bucket.average_latency.value; @@ -138,7 +159,7 @@ export const handleServiceMapRequest = async ( }); if (currService) { - await handleDslRequest(http, DSL, getRelatedServicesQuery(currService), mode) + await handleDslRequest(http, DSL, getRelatedServicesQuery(currService), mode, dataSourceMDSId) .then((response) => response.aggregations.traces.buckets.filter((bucket: any) => bucket.service.doc_count > 0) ) @@ -164,12 +185,18 @@ export const handleServiceViewRequest = ( DSL: any, setFields: any, mode: TraceAnalyticsMode, + dataSourceMDSId?: string ) => { - handleDslRequest(http, DSL, getServicesQuery(mode, serviceName), mode) + handleDslRequest(http, DSL, getServicesQuery(mode, serviceName), mode, dataSourceMDSId) .then(async (response) => { const bucket = response.aggregations.service.buckets[0]; if (!bucket) return {}; - const serviceObject: ServiceObject = await handleServiceMapRequest(http, DSL, mode); + const serviceObject: ServiceObject = await handleServiceMapRequest( + http, + DSL, + mode, + dataSourceMDSId + ); const connectedServices = [ ...serviceObject[bucket.key].targetServices, ...serviceObject[bucket.key].destServices, diff --git a/public/components/trace_analytics/requests/traces_request_handler.ts b/public/components/trace_analytics/requests/traces_request_handler.ts index 80b42a764..cb2358d76 100644 --- a/public/components/trace_analytics/requests/traces_request_handler.ts +++ b/public/components/trace_analytics/requests/traces_request_handler.ts @@ -6,11 +6,12 @@ import _ from 'lodash'; import moment from 'moment'; import { v1 as uuid } from 'uuid'; -import { BarOrientation } from '../../../../common/constants/shared'; import { HttpSetup } from '../../../../../../src/core/public'; +import { BarOrientation } from '../../../../common/constants/shared'; import { TRACE_ANALYTICS_DATE_FORMAT } from '../../../../common/constants/trace_analytics'; import { microToMilliSec, nanoToMilliSec } from '../components/common/helper_functions'; import { SpanSearchParams } from '../components/traces/span_detail_table'; +import { TraceAnalyticsMode } from '../home'; import { getPayloadQuery, getServiceBreakdownQuery, @@ -22,7 +23,6 @@ import { getValidTraceIdsQuery, } from './queries/traces_queries'; import { handleDslRequest } from './request_handler'; -import { TraceAnalyticsMode } from '../home'; export const handleValidTraceIds = (http: HttpSetup, DSL: any, mode: TraceAnalyticsMode) => { return handleDslRequest(http, {}, getValidTraceIdsQuery(DSL), mode) @@ -37,6 +37,7 @@ export const handleTracesRequest = async ( items: any, setItems: (items: any) => void, mode: TraceAnalyticsMode, + dataSourceMDSId?: string, sort?: any ) => { const binarySearch = (arr: number[], target: number) => { @@ -57,7 +58,8 @@ export const handleTracesRequest = async ( http, timeFilterDSL, getTraceGroupPercentilesQuery(), - mode + mode, + dataSourceMDSId ).then((response) => { const map: any = {}; response.aggregations.trace_group_name.buckets.forEach((traceGroup: any) => { @@ -68,7 +70,7 @@ export const handleTracesRequest = async ( return map; }); - return handleDslRequest(http, DSL, getTracesQuery(mode, undefined, sort), mode) + return handleDslRequest(http, DSL, getTracesQuery(mode, undefined, sort), mode, dataSourceMDSId) .then((response) => { return Promise.all( response.aggregations.traces.buckets.map((bucket: any) => { @@ -107,9 +109,10 @@ export const handleTraceViewRequest = ( http: HttpSetup, fields: {}, setFields: (fields: any) => void, - mode: TraceAnalyticsMode + mode: TraceAnalyticsMode, + dataSourceMDSId?: string ) => { - handleDslRequest(http, null, getTracesQuery(mode, traceId), mode) + handleDslRequest(http, null, getTracesQuery(mode, traceId), mode, dataSourceMDSId) .then(async (response) => { const bucket = response.aggregations.traces.buckets[0]; return { @@ -136,7 +139,8 @@ export const handleServicesPieChartRequest = async ( http: HttpSetup, setServiceBreakdownData: (serviceBreakdownData: any) => void, setColorMap: (colorMap: any) => void, - mode: TraceAnalyticsMode + mode: TraceAnalyticsMode, + dataSourceMDSId?: string ) => { const colors = [ '#7492e7', @@ -154,7 +158,7 @@ export const handleServicesPieChartRequest = async ( ]; const colorMap: any = {}; let index = 0; - await handleDslRequest(http, null, getServiceBreakdownQuery(traceId, mode), mode) + await handleDslRequest(http, null, getServiceBreakdownQuery(traceId, mode), mode, dataSourceMDSId) .then((response) => Promise.all( response.aggregations.service_type.buckets.map((bucket: any) => { @@ -199,9 +203,10 @@ export const handleSpansGanttRequest = ( setSpanDetailData: (spanDetailData: any) => void, colorMap: any, spanFiltersDSL: any, - mode: TraceAnalyticsMode + mode: TraceAnalyticsMode, + dataSourceMDSId?: string ) => { - handleDslRequest(http, spanFiltersDSL, getSpanDetailQuery(mode, traceId), mode) + handleDslRequest(http, spanFiltersDSL, getSpanDetailQuery(mode, traceId), mode, dataSourceMDSId) .then((response) => hitsToSpanDetailData(response.hits.hits, colorMap, mode)) .then((newItems) => setSpanDetailData(newItems)) .catch((error) => console.error(error)); @@ -211,9 +216,10 @@ export const handleSpansFlyoutRequest = ( http: HttpSetup, spanId: string, setItems: (items: any) => void, - mode: TraceAnalyticsMode + mode: TraceAnalyticsMode, + dataSourceMDSId?: string ) => { - handleDslRequest(http, null, getSpanFlyoutQuery(mode, spanId), mode) + handleDslRequest(http, null, getSpanFlyoutQuery(mode, spanId), mode, dataSourceMDSId) .then((response) => { setItems(response?.hits.hits?.[0]?._source); }) @@ -310,9 +316,10 @@ export const handlePayloadRequest = ( http: HttpSetup, payloadData: any, setPayloadData: (payloadData: any) => void, - mode: TraceAnalyticsMode + mode: TraceAnalyticsMode, + dataSourceMDSId?: string ) => { - handleDslRequest(http, null, getPayloadQuery(mode, traceId), mode) + handleDslRequest(http, null, getPayloadQuery(mode, traceId), mode, dataSourceMDSId) .then((response) => setPayloadData(JSON.stringify(response.hits.hits, null, 2))) .catch((error) => console.error(error)); }; @@ -323,9 +330,10 @@ export const handleSpansRequest = ( setTotal: (total: number) => void, spanSearchParams: SpanSearchParams, DSL: any, - mode: TraceAnalyticsMode + mode: TraceAnalyticsMode, + dataSourceMDSId?: string ) => { - handleDslRequest(http, DSL, getSpansQuery(spanSearchParams), mode) + handleDslRequest(http, DSL, getSpansQuery(spanSearchParams), mode, dataSourceMDSId) .then((response) => { setItems(response.hits.hits.map((hit: any) => hit._source)); setTotal(response.hits.total?.value || 0); diff --git a/public/framework/core_refs.ts b/public/framework/core_refs.ts index ed378ae1d..b78240e01 100644 --- a/public/framework/core_refs.ts +++ b/public/framework/core_refs.ts @@ -14,6 +14,7 @@ import { SavedObjectsClientContract, } from '../../../../src/core/public'; import { DashboardStart } from '../../../../src/plugins/dashboard/public'; +import { DataSourcePluginStart } from '../../../../src/plugins/data_source/public'; import PPLService from '../services/requests/ppl'; class CoreRefs { @@ -32,6 +33,7 @@ class CoreRefs { public dashboard?: DashboardStart; public dashboardProviders?: unknown; public overlays?: OverlayStart; + public dataSource?: DataSourcePluginStart; private constructor() { // ... } diff --git a/public/plugin.tsx b/public/plugin.tsx index 0f8b78ad9..3afe33669 100644 --- a/public/plugin.tsx +++ b/public/plugin.tsx @@ -21,6 +21,7 @@ import { createGetterSetter } from '../../../src/plugins/opensearch_dashboards_u import { CREATE_TAB_PARAM, CREATE_TAB_PARAM_KEY, TAB_CHART_ID } from '../common/constants/explorer'; import { DATACONNECTIONS_BASE, + S3_DATASOURCE_TYPE, SECURITY_PLUGIN_ACCOUNT_API, observabilityApplicationsID, observabilityApplicationsPluginOrder, @@ -47,7 +48,6 @@ import { observabilityTracesID, observabilityTracesPluginOrder, observabilityTracesTitle, - S3_DATA_SOURCE_TYPE, } from '../common/constants/shared'; import { QueryManager } from '../common/query_manager'; import { AssociatedObject, CachedAcceleration } from '../common/types/data_connections'; @@ -248,6 +248,7 @@ export class ObservabilityPlugin const dslService = new DSLService(coreStart.http); const savedObjects = new SavedObjects(coreStart.http); const timestampUtils = new TimestampUtils(dslService, pplService); + const { dataSourceManagement } = setupDeps; return Observability( coreStart, depsStart as AppPluginStartDependencies, @@ -258,7 +259,9 @@ export class ObservabilityPlugin timestampUtils, qm, startPage, - dataSourcePluggables // just pass down for now due to time constraint, later may better expose this as context + dataSourcePluggables, // just pass down for now due to time constraint, later may better expose this as context + dataSourceManagement, + coreStart.savedObjects ); }; @@ -392,6 +395,7 @@ export class ObservabilityPlugin coreRefs.queryAssistEnabled = this.config.query_assist.enabled; coreRefs.summarizeEnabled = this.config.summarize.enabled; coreRefs.overlays = core.overlays; + coreRefs.dataSource = startDeps.dataSource; const { dataSourceService, dataSourceFactory } = startDeps.data.dataSources; dataSourceFactory.registerDataSourceType(S3_DATA_SOURCE_TYPE, S3DataSource); diff --git a/public/types.ts b/public/types.ts index d276f0538..d65e31a7a 100644 --- a/public/types.ts +++ b/public/types.ts @@ -6,6 +6,11 @@ import { SavedObjectsClient } from '../../../src/core/server'; import { DashboardStart } from '../../../src/plugins/dashboard/public'; import { DataPublicPluginSetup, DataPublicPluginStart } from '../../../src/plugins/data/public'; +import { + DataSourcePluginSetup, + DataSourcePluginStart, +} from '../../../src/plugins/data_source/public'; +import { DataSourceManagementPluginSetup } from '../../../src/plugins/data_source_management/public'; import { EmbeddableSetup, EmbeddableStart } from '../../../src/plugins/embeddable/public'; import { ManagementOverViewPluginSetup } from '../../../src/plugins/management_overview/public'; import { NavigationPublicPluginStart } from '../../../src/plugins/navigation/public'; @@ -26,6 +31,7 @@ export interface AppPluginStartDependencies { savedObjectsClient: SavedObjectsClient; data: DataPublicPluginStart; securityDashboards?: {}; + dataSource: DataSourcePluginStart; } export interface SetupDependencies { @@ -35,6 +41,8 @@ export interface SetupDependencies { uiActions: UiActionsStart; managementOverview?: ManagementOverViewPluginSetup; assistantDashboards?: AssistantSetup; + dataSource: DataSourcePluginSetup; + dataSourceManagement: DataSourceManagementPluginSetup; } // eslint-disable-next-line @typescript-eslint/no-empty-interface diff --git a/server/plugin.ts b/server/plugin.ts index 1a7433b3d..7270a1141 100644 --- a/server/plugin.ts +++ b/server/plugin.ts @@ -13,16 +13,23 @@ import { SavedObject, SavedObjectsType, } from '../../../src/core/server'; +import { DataSourcePluginSetup } from '../../../src/plugins/data_source/server/types'; +import { DataSourceManagementPlugin } from '../../../src/plugins/data_source_management/public/plugin'; +import { migrateV1IntegrationToV2Integration } from './adaptors/integrations/migrations'; import { OpenSearchObservabilityPlugin } from './adaptors/opensearch_observability_plugin'; import { PPLPlugin } from './adaptors/ppl_plugin'; +import { PPLParsers } from './parsers/ppl_parser'; import { setupRoutes } from './routes/index'; import { searchSavedObject, visualizationSavedObject, } from './saved_objects/observability_saved_object'; -import { ObservabilityPluginSetup, ObservabilityPluginStart, AssistantPluginSetup } from './types'; -import { PPLParsers } from './parsers/ppl_parser'; -import { migrateV1IntegrationToV2Integration } from './adaptors/integrations/migrations'; +import { AssistantPluginSetup, ObservabilityPluginSetup, ObservabilityPluginStart } from './types'; + +export interface ObservabilityPluginSetupDependencies { + dataSourceManagement: ReturnType; + dataSource: DataSourcePluginSetup; +} export class ObservabilityPlugin implements Plugin { @@ -36,18 +43,24 @@ export class ObservabilityPlugin core: CoreSetup, deps: { assistantDashboards?: AssistantPluginSetup; + dataSource: ObservabilityPluginSetupDependencies; } ) { - const { assistantDashboards } = deps; + const { assistantDashboards, dataSource } = deps; this.logger.debug('Observability: Setup'); const router = core.http.createRouter(); + + const dataSourceEnabled = !!dataSource; const openSearchObservabilityClient: ILegacyClusterClient = core.opensearch.legacy.createClient( 'opensearch_observability', { plugins: [PPLPlugin, OpenSearchObservabilityPlugin], } ); - + if (dataSourceEnabled) { + dataSource.registerCustomApiSchema(PPLPlugin); + dataSource.registerCustomApiSchema(OpenSearchObservabilityPlugin); + } // @ts-ignore core.http.registerRouteHandlerContext('observability_plugin', (_context, _request) => { return { @@ -201,7 +214,7 @@ export class ObservabilityPlugin core.savedObjects.registerType(integrationTemplateType); // Register server side APIs - setupRoutes({ router, client: openSearchObservabilityClient }); + setupRoutes({ router, client: openSearchObservabilityClient, dataSourceEnabled }); core.savedObjects.registerType(visualizationSavedObject); core.savedObjects.registerType(searchSavedObject); diff --git a/server/routes/index.ts b/server/routes/index.ts index 0e87b115b..bc06a0085 100644 --- a/server/routes/index.ts +++ b/server/routes/index.ts @@ -11,8 +11,8 @@ import { QueryService } from '../services/queryService'; import { registerAppAnalyticsRouter } from './application_analytics/app_analytics_router'; import { PanelsRouter } from './custom_panels/panels_router'; import { VisualizationsRouter } from './custom_panels/visualizations_router'; -import { registerDatasourcesRoute } from './datasources/datasources_router'; import { registerDataConnectionsRoute } from './data_connections/data_connections_router'; +import { registerDatasourcesRoute } from './datasources/datasources_router'; import { registerDslRoute } from './dsl'; import { registerEventAnalyticsRouter } from './event_analytics/event_analytics_router'; import { registerIntegrationsRoute } from './integrations/integrations_router'; @@ -25,7 +25,15 @@ import { registerPplRoute } from './ppl'; import { registerQueryAssistRoutes } from './query_assist/routes'; import { registerTraceAnalyticsDslRouter } from './trace_analytics_dsl_router'; -export function setupRoutes({ router, client }: { router: IRouter; client: ILegacyClusterClient }) { +export function setupRoutes({ + router, + client, + dataSourceEnabled, +}: { + router: IRouter; + client: ILegacyClusterClient; + dataSourceEnabled: boolean; +}) { PanelsRouter(router); VisualizationsRouter(router); registerPplRoute({ router, facet: new PPLFacet(client) }); @@ -34,7 +42,7 @@ export function setupRoutes({ router, client }: { router: IRouter; client: ILega registerAppAnalyticsRouter(router); // TODO remove trace analytics route when DSL route for autocomplete is added - registerTraceAnalyticsDslRouter(router); + registerTraceAnalyticsDslRouter(router, dataSourceEnabled); // notebooks routes registerParaRoute(router); diff --git a/server/routes/trace_analytics_dsl_router.ts b/server/routes/trace_analytics_dsl_router.ts index 171483fd9..4fe62ab5d 100644 --- a/server/routes/trace_analytics_dsl_router.ts +++ b/server/routes/trace_analytics_dsl_router.ts @@ -11,28 +11,40 @@ import { DATA_PREPPER_SERVICE_INDEX_NAME, JAEGER_INDEX_NAME, JAEGER_SERVICE_INDEX_NAME, - TRACE_ANALYTICS_DSL_ROUTE, TRACE_ANALYTICS_DATA_PREPPER_INDICES_ROUTE, + TRACE_ANALYTICS_DSL_ROUTE, TRACE_ANALYTICS_JAEGER_INDICES_ROUTE, } from '../../common/constants/trace_analytics'; import { addRequestToMetric } from '../common/metrics/metrics_helper'; -export function registerTraceAnalyticsDslRouter(router: IRouter) { +export function registerTraceAnalyticsDslRouter(router: IRouter, dataSourceEnabled: boolean) { router.post( { path: TRACE_ANALYTICS_DATA_PREPPER_INDICES_ROUTE, - validate: false, + validate: { + body: schema.any(), + query: schema.object({ + dataSourceMDSId: schema.maybe(schema.string({ defaultValue: '' })), + }), + }, }, async (context, request, response) => { const params: RequestParams.IndicesExists = { index: [DATA_PREPPER_INDEX_NAME, DATA_PREPPER_SERVICE_INDEX_NAME], allow_no_indices: false, }; + const { dataSourceMDSId } = request.query; try { - const resp = await context.core.opensearch.legacy.client.callAsCurrentUser( - 'indices.exists', - params - ); + let resp; + if (dataSourceEnabled && dataSourceMDSId) { + const client = context.dataSource.opensearch.legacy.getClient(dataSourceMDSId); + resp = await client.callAPI('indices.exists', params); + } else { + resp = await context.core.opensearch.legacy.client.callAsCurrentUser( + 'indices.exists', + params + ); + } return response.ok({ body: resp, }); @@ -48,18 +60,30 @@ export function registerTraceAnalyticsDslRouter(router: IRouter) { router.post( { path: TRACE_ANALYTICS_JAEGER_INDICES_ROUTE, - validate: false, + validate: { + body: schema.any(), + query: schema.object({ + dataSourceMDSId: schema.maybe(schema.string({ defaultValue: '' })), + }), + }, }, async (context, request, response) => { + const { dataSourceMDSId } = request.query; const params: RequestParams.IndicesExists = { index: [JAEGER_INDEX_NAME, JAEGER_SERVICE_INDEX_NAME], allow_no_indices: false, }; try { - const resp = await context.core.opensearch.legacy.client.callAsCurrentUser( - 'indices.exists', - params - ); + let resp; + if (dataSourceEnabled && dataSourceMDSId) { + const client = context.dataSource.opensearch.legacy.getClient(dataSourceMDSId); + resp = await client.callAPI('indices.exists', params); + } else { + resp = await context.core.opensearch.legacy.client.callAsCurrentUser( + 'indices.exists', + params + ); + } return response.ok({ body: resp, }); @@ -103,21 +127,28 @@ export function registerTraceAnalyticsDslRouter(router: IRouter) { ), script_fields: schema.maybe(schema.any()), }), + query: schema.object({ + dataSourceMDSId: schema.maybe(schema.string({ defaultValue: '' })), + }), }, }, async (context, request, response) => { addRequestToMetric('trace_analytics', 'get', 'count'); const { index, size, ...rest } = request.body; + const { dataSourceMDSId } = request.query; const params: RequestParams.Search = { index: index || DATA_PREPPER_INDEX_NAME, size, body: rest, }; try { - const resp = await context.core.opensearch.legacy.client.callAsCurrentUser( - 'search', - params - ); + let resp; + if (dataSourceEnabled && dataSourceMDSId) { + const client = context.dataSource.opensearch.legacy.getClient(dataSourceMDSId); + resp = await client.callAPI('search', params); + } else { + resp = await context.core.opensearch.legacy.client.callAsCurrentUser('search', params); + } return response.ok({ body: resp, }); From 868ddcb50323a45d24c29e2695743a4823edaee7 Mon Sep 17 00:00:00 2001 From: Sumukh Swamy Date: Tue, 30 Apr 2024 17:13:45 -0700 Subject: [PATCH 17/28] added fix for jobs and cache Support for workbench ,MDS support (#1739) * cacahe updated to support MDS-client and added MDS support Signed-off-by: sumukhswamy * addressed PR comments, added fix for jobs and cache Signed-off-by: sumukhswamy * updated the tests, PR comments Signed-off-by: sumukhswamy * addressed comments, fixed loading of flint datasources Signed-off-by: sumukhswamy * added fix for cache and cahnged router Signed-off-by: sumukhswamy * fixed linter Signed-off-by: sumukhswamy --------- Signed-off-by: sumukhswamy Signed-off-by: Sumukh Swamy --- common/types/data_connections.ts | 11 +- common/utils/shared.ts | 3 + .../acceleration_details_flyout.tsx | 13 +- .../accelerations/acceleration_table.tsx | 32 ++-- .../create/create_acceleration.tsx | 21 ++- .../selector_helpers/load_databases.tsx | 2 +- .../selector_helpers/load_objects.tsx | 4 +- .../selectors/source_selector.tsx | 8 +- .../visual_editors/query_visual_editor.tsx | 3 + .../skipping_index/generate_fields.tsx | 4 +- .../skipping_index/skipping_index_builder.tsx | 3 + .../utils/acceleration_utils.tsx | 13 +- .../associated_objects_details_flyout.tsx | 60 ++++--- .../associated_objects_tab.tsx | 37 +++-- public/components/hooks/use_polling.ts | 4 +- .../catalog_cache/cache_loader.test.tsx | 81 ++++++---- .../framework/catalog_cache/cache_loader.tsx | 152 ++++++++++++------ .../catalog_cache/cache_manager.test.tsx | 5 +- .../framework/catalog_cache/cache_manager.ts | 126 +++++++++++---- .../datasources/direct_query_hook.tsx | 10 +- public/plugin.tsx | 25 ++- public/services/requests/sql.ts | 28 +++- public/types.ts | 1 + .../data_connections_router.ts | 23 ++- .../routes/datasources/datasources_router.ts | 34 +++- server/routes/index.ts | 4 +- 26 files changed, 485 insertions(+), 222 deletions(-) diff --git a/common/types/data_connections.ts b/common/types/data_connections.ts index 66c756d3a..a5585aca7 100644 --- a/common/types/data_connections.ts +++ b/common/types/data_connections.ts @@ -121,6 +121,7 @@ export interface CachedDataSource { lastUpdated: string; // date string in UTC format status: CachedDataSourceStatus; databases: CachedDatabase[]; + dataSourceMDSId?: string; } export interface DataSourceCacheData { @@ -143,6 +144,7 @@ export interface CachedAccelerationByDataSource { accelerations: CachedAcceleration[]; lastUpdated: string; // date string in UTC format status: CachedDataSourceStatus; + dataSourceMDSId?: string; } export interface AccelerationsCacheData { @@ -240,6 +242,13 @@ export interface CreateAccelerationForm { export interface LoadCachehookOutput { loadStatus: DirectQueryLoadingStatus; - startLoading: (dataSourceName: string, databaseName?: string, tableName?: string) => void; + startLoading: (params: StartLoadingParams) => void; stopLoading: () => void; } + +export interface StartLoadingParams { + dataSourceName: string; + dataSourceMDSId?: string; + databaseName?: string; + tableName?: string; +} diff --git a/common/utils/shared.ts b/common/utils/shared.ts index 0729946c8..d85aab000 100644 --- a/common/utils/shared.ts +++ b/common/utils/shared.ts @@ -18,6 +18,9 @@ export function get(obj: Record, path: string, default } export function addBackticksIfNeeded(input: string): string { + if (input === undefined) { + return ''; + } // Check if the string already has backticks if (input.startsWith('`') && input.endsWith('`')) { return input; // Return the string as it is diff --git a/public/components/datasources/components/manage/accelerations/acceleration_details_flyout.tsx b/public/components/datasources/components/manage/accelerations/acceleration_details_flyout.tsx index 76294a209..c28f7055a 100644 --- a/public/components/datasources/components/manage/accelerations/acceleration_details_flyout.tsx +++ b/public/components/datasources/components/manage/accelerations/acceleration_details_flyout.tsx @@ -16,24 +16,25 @@ import { EuiText, } from '@elastic/eui'; import React, { useEffect, useState } from 'react'; +import { OpenSearchDashboardsResponse } from '../../../../../../../../src/core/server/http/router'; +import { CachedAcceleration } from '../../../../../../common/types/data_connections'; +import { coreRefs } from '../../../../../framework/core_refs'; +import { AccelerationActionOverlay } from './acceleration_action_overlay'; +import { useAccelerationOperation } from './acceleration_operation'; import { AccelerationDetailsTab } from './flyout_modules/acceleration_details_tab'; import { AccelerationSchemaTab } from './flyout_modules/accelerations_schema_tab'; import { - onDiscoverIconClick, AccelerationActionType, getAccelerationName, + onDiscoverIconClick, } from './utils/acceleration_utils'; -import { coreRefs } from '../../../../../framework/core_refs'; -import { OpenSearchDashboardsResponse } from '../../../../../../../../src/core/server/http/router'; -import { CachedAcceleration } from '../../../../../../common/types/data_connections'; -import { useAccelerationOperation } from './acceleration_operation'; -import { AccelerationActionOverlay } from './acceleration_action_overlay'; export interface AccelerationDetailsFlyoutProps { acceleration: CachedAcceleration; dataSourceName: string; resetFlyout: () => void; handleRefresh?: () => void; + dataSourceMDSId?: string; } const getMappings = (index: string): Promise | undefined => { diff --git a/public/components/datasources/components/manage/accelerations/acceleration_table.tsx b/public/components/datasources/components/manage/accelerations/acceleration_table.tsx index 266d77c8f..e3e386d3a 100644 --- a/public/components/datasources/components/manage/accelerations/acceleration_table.tsx +++ b/public/components/datasources/components/manage/accelerations/acceleration_table.tsx @@ -18,27 +18,29 @@ import { EuiText, } from '@elastic/eui'; import React, { useCallback, useEffect, useState } from 'react'; -import { - onDiscoverIconClick, - AccelerationStatus, - ACC_LOADING_MSG, - ACC_PANEL_TITLE, - ACC_PANEL_DESC, - getAccelerationName, - AccelerationActionType, - CreateAccelerationFlyoutButton, -} from './utils/acceleration_utils'; -import { getRenderAccelerationDetailsFlyout } from '../../../../../plugin'; -import { CatalogCacheManager } from '../../../../../framework/catalog_cache/cache_manager'; import { CachedAcceleration, CachedDataSourceStatus, } from '../../../../../../common/types/data_connections'; import { DirectQueryLoadingStatus } from '../../../../../../common/types/explorer'; -import { AccelerationActionOverlay } from './acceleration_action_overlay'; +import { CatalogCacheManager } from '../../../../../framework/catalog_cache/cache_manager'; +import { + getRenderAccelerationDetailsFlyout, + getRenderCreateAccelerationFlyout, +} from '../../../../../plugin'; import { isCatalogCacheFetching } from '../associated_objects/utils/associated_objects_tab_utils'; -import { getRenderCreateAccelerationFlyout } from '../../../../../plugin'; +import { AccelerationActionOverlay } from './acceleration_action_overlay'; import { useAccelerationOperation } from './acceleration_operation'; +import { + ACC_LOADING_MSG, + ACC_PANEL_DESC, + ACC_PANEL_TITLE, + AccelerationActionType, + AccelerationStatus, + CreateAccelerationFlyoutButton, + getAccelerationName, + onDiscoverIconClick, +} from './utils/acceleration_utils'; interface AccelerationTableProps { dataSourceName: string; @@ -108,7 +110,7 @@ export const AccelerationTable = ({ !isCatalogCacheFetching(accelerationsLoadStatus) ) { setIsRefreshing(true); - startLoadingAccelerations(dataSourceName); + startLoadingAccelerations({ dataSourceName }); } else { setAccelerations(cachedDataSource.accelerations); setUpdatedTime(cachedDataSource.lastUpdated); diff --git a/public/components/datasources/components/manage/accelerations/create_accelerations_flyout/create/create_acceleration.tsx b/public/components/datasources/components/manage/accelerations/create_accelerations_flyout/create/create_acceleration.tsx index 582307b33..507c6fe95 100644 --- a/public/components/datasources/components/manage/accelerations/create_accelerations_flyout/create/create_acceleration.tsx +++ b/public/components/datasources/components/manage/accelerations/create_accelerations_flyout/create/create_acceleration.tsx @@ -45,6 +45,7 @@ export interface CreateAccelerationProps { resetFlyout: () => void; databaseName?: string; tableName?: string; + dataSourceMDSId?: string; refreshHandler?: () => void; } @@ -53,6 +54,7 @@ export const CreateAcceleration = ({ resetFlyout, databaseName, tableName, + dataSourceMDSId, refreshHandler, }: CreateAccelerationProps) => { const { setToast } = useToast(); @@ -141,12 +143,22 @@ export const CreateAcceleration = ({ if (dataTable !== '') { setTableFieldsLoading(true); try { - const cachedTable = CatalogCacheManager.getTable(dataSource, database, dataTable); + const cachedTable = CatalogCacheManager.getTable( + dataSource, + database, + dataTable, + dataSourceMDSId + ); if (cachedTable.columns) { loadColumnsToAccelerationForm(cachedTable); setTableFieldsLoading(false); } else { - startLoading(dataSource, database, dataTable); + startLoading({ + dataSourceName: dataSource, + dataSourceMDSId, + databaseName: database, + tableName: dataTable, + }); } } catch (error) { setToast('Your cache is outdated, refresh databases and tables', 'warning'); @@ -173,7 +185,8 @@ export const CreateAcceleration = ({ cachedTable = CatalogCacheManager.getTable( accelerationFormData.dataSource, accelerationFormData.database, - accelerationFormData.dataTable + accelerationFormData.dataTable, + dataSourceMDSId ); } catch (error) { setToast('Your cache is outdated, refresh databases and tables', 'warning'); @@ -218,6 +231,7 @@ export const CreateAcceleration = ({ selectedDatasource={selectedDatasource} dataSourcesPreselected={dataSourcesPreselected} tableFieldsLoading={tableFieldsLoading} + dataSourceMDSId={dataSourceMDSId} /> { setIsLoading(true); - startDatabasesLoading(dataSourceName); + startDatabasesLoading({ dataSourceName }); }; useEffect(() => { diff --git a/public/components/datasources/components/manage/accelerations/create_accelerations_flyout/selectors/selector_helpers/load_objects.tsx b/public/components/datasources/components/manage/accelerations/create_accelerations_flyout/selectors/selector_helpers/load_objects.tsx index 9366af2bc..7976196c0 100644 --- a/public/components/datasources/components/manage/accelerations/create_accelerations_flyout/selectors/selector_helpers/load_objects.tsx +++ b/public/components/datasources/components/manage/accelerations/create_accelerations_flyout/selectors/selector_helpers/load_objects.tsx @@ -65,8 +65,8 @@ export const SelectorLoadObjects = ({ tableStatus: true, accelerationsStatus: true, }); - startLoadingTables(dataSourceName, databaseName); - startLoadingAccelerations(dataSourceName); + startLoadingTables({ dataSourceName, databaseName }); + startLoadingAccelerations({ dataSourceName }); }; useEffect(() => { diff --git a/public/components/datasources/components/manage/accelerations/create_accelerations_flyout/selectors/source_selector.tsx b/public/components/datasources/components/manage/accelerations/create_accelerations_flyout/selectors/source_selector.tsx index d086b0c28..9f127faf5 100644 --- a/public/components/datasources/components/manage/accelerations/create_accelerations_flyout/selectors/source_selector.tsx +++ b/public/components/datasources/components/manage/accelerations/create_accelerations_flyout/selectors/source_selector.tsx @@ -20,13 +20,13 @@ import React, { useEffect, useState } from 'react'; import { CoreStart } from '../../../../../../../../../../src/core/public'; import { DATACONNECTIONS_BASE } from '../../../../../../../../common/constants/shared'; import { - CachedDatabase, CachedDataSourceStatus, + CachedDatabase, CreateAccelerationForm, } from '../../../../../../../../common/types/data_connections'; import { CatalogCacheManager } from '../../../../../../../framework/catalog_cache/cache_manager'; import { useToast } from '../../../../../../common/toast'; -import { hasError, validateDatabase, validateDataTable } from '../create/utils'; +import { hasError, validateDataTable, validateDatabase } from '../create/utils'; import { SelectorLoadDatabases } from './selector_helpers/load_databases'; import { SelectorLoadObjects } from './selector_helpers/load_objects'; @@ -37,6 +37,7 @@ interface AccelerationDataSourceSelectorProps { selectedDatasource: string; dataSourcesPreselected: boolean; tableFieldsLoading: boolean; + dataSourceMDSId?: string; } export const AccelerationDataSourceSelector = ({ @@ -46,6 +47,7 @@ export const AccelerationDataSourceSelector = ({ selectedDatasource, dataSourcesPreselected, tableFieldsLoading, + dataSourceMDSId, }: AccelerationDataSourceSelectorProps) => { const { setToast } = useToast(); const [databases, setDatabases] = useState>>([]); @@ -72,7 +74,7 @@ export const AccelerationDataSourceSelector = ({ const loadDataSource = () => { setLoadingComboBoxes({ ...loadingComboBoxes, dataSource: true }); http - .get(DATACONNECTIONS_BASE) + .get(DATACONNECTIONS_BASE + `/dataSourceMDSId=${dataSourceMDSId}`) .then((res) => { const isValidDataSource = res.some( (connection: any) => diff --git a/public/components/datasources/components/manage/accelerations/create_accelerations_flyout/visual_editors/query_visual_editor.tsx b/public/components/datasources/components/manage/accelerations/create_accelerations_flyout/visual_editors/query_visual_editor.tsx index 5089afc2e..9586be97f 100644 --- a/public/components/datasources/components/manage/accelerations/create_accelerations_flyout/visual_editors/query_visual_editor.tsx +++ b/public/components/datasources/components/manage/accelerations/create_accelerations_flyout/visual_editors/query_visual_editor.tsx @@ -14,12 +14,14 @@ interface QueryVisualEditorProps { accelerationFormData: CreateAccelerationForm; setAccelerationFormData: React.Dispatch>; tableFieldsLoading: boolean; + dataSourceMDSId?: string; } export const QueryVisualEditor = ({ accelerationFormData, setAccelerationFormData, tableFieldsLoading, + dataSourceMDSId, }: QueryVisualEditorProps) => { return tableFieldsLoading ? ( <> @@ -38,6 +40,7 @@ export const QueryVisualEditor = ({ )} {accelerationFormData.accelerationIndexType === 'covering' && ( diff --git a/public/components/datasources/components/manage/accelerations/create_accelerations_flyout/visual_editors/skipping_index/generate_fields.tsx b/public/components/datasources/components/manage/accelerations/create_accelerations_flyout/visual_editors/skipping_index/generate_fields.tsx index 5eda5b73a..fd4aa5445 100644 --- a/public/components/datasources/components/manage/accelerations/create_accelerations_flyout/visual_editors/skipping_index/generate_fields.tsx +++ b/public/components/datasources/components/manage/accelerations/create_accelerations_flyout/visual_editors/skipping_index/generate_fields.tsx @@ -26,6 +26,7 @@ interface GenerateFieldsProps { setAccelerationFormData: React.Dispatch>; isSkippingtableLoading: boolean; setIsSkippingtableLoading: React.Dispatch; + dataSourceMDSId?: string; } export const GenerateFields = ({ @@ -33,6 +34,7 @@ export const GenerateFields = ({ setAccelerationFormData, isSkippingtableLoading, setIsSkippingtableLoading, + dataSourceMDSId, }: GenerateFieldsProps) => { const [isGenerateRun, setIsGenerateRun] = useState(false); const { loadStatus, startLoading, stopLoading: _stopLoading, pollingResult } = useDirectQuery(); @@ -84,7 +86,7 @@ export const GenerateFields = ({ )}`, datasource: accelerationFormData.dataSource, }; - startLoading(requestPayload); + startLoading(requestPayload, dataSourceMDSId); setIsSkippingtableLoading(true); setIsGenerateRun(true); setReplaceDefinitionModal(<>); diff --git a/public/components/datasources/components/manage/accelerations/create_accelerations_flyout/visual_editors/skipping_index/skipping_index_builder.tsx b/public/components/datasources/components/manage/accelerations/create_accelerations_flyout/visual_editors/skipping_index/skipping_index_builder.tsx index 3fb9bc72b..680279590 100644 --- a/public/components/datasources/components/manage/accelerations/create_accelerations_flyout/visual_editors/skipping_index/skipping_index_builder.tsx +++ b/public/components/datasources/components/manage/accelerations/create_accelerations_flyout/visual_editors/skipping_index/skipping_index_builder.tsx @@ -30,11 +30,13 @@ import { GenerateFields } from './generate_fields'; interface SkippingIndexBuilderProps { accelerationFormData: CreateAccelerationForm; setAccelerationFormData: React.Dispatch>; + dataSourceMDSId?: string; } export const SkippingIndexBuilder = ({ accelerationFormData, setAccelerationFormData, + dataSourceMDSId, }: SkippingIndexBuilderProps) => { const [pageIndex, setPageIndex] = useState(0); const [pageSize, setPageSize] = useState(20); @@ -200,6 +202,7 @@ export const SkippingIndexBuilder = ({ setIsSkippingtableLoading={setIsSkippingtableLoading} accelerationFormData={accelerationFormData} setAccelerationFormData={setAccelerationFormData} + dataSourceMDSId={dataSourceMDSId} /> diff --git a/public/components/datasources/components/manage/accelerations/utils/acceleration_utils.tsx b/public/components/datasources/components/manage/accelerations/utils/acceleration_utils.tsx index 84b674739..23ededc73 100644 --- a/public/components/datasources/components/manage/accelerations/utils/acceleration_utils.tsx +++ b/public/components/datasources/components/manage/accelerations/utils/acceleration_utils.tsx @@ -3,14 +3,14 @@ * SPDX-License-Identifier: Apache-2.0 */ -import React from 'react'; import { EuiButton, EuiHealth } from '@elastic/eui'; +import React from 'react'; +import { DATA_SOURCE_TYPES } from '../../../../../../../common/constants/data_sources'; import { CachedAcceleration } from '../../../../../../../common/types/data_connections'; import { redirectToExplorerOSIdx, redirectToExplorerWithDataSrc, } from '../../associated_objects/utils/associated_objects_tab_utils'; -import { DATA_SOURCE_TYPES } from '../../../../../../../common/constants/data_sources'; export const ACC_PANEL_TITLE = 'Accelerations'; export const ACC_PANEL_DESC = @@ -93,6 +93,7 @@ export const CreateAccelerationFlyoutButton = ({ dataSourceName: string; renderCreateAccelerationFlyout: ( dataSource: string, + dataSourceMDSId?: string, databaseName?: string, tableName?: string, handleRefresh?: () => void @@ -103,7 +104,13 @@ export const CreateAccelerationFlyoutButton = ({ <> - renderCreateAccelerationFlyout(dataSourceName, undefined, undefined, handleRefresh) + renderCreateAccelerationFlyout( + dataSourceName, + undefined, + undefined, + undefined, + handleRefresh + ) } fill > diff --git a/public/components/datasources/components/manage/associated_objects/associated_objects_details_flyout.tsx b/public/components/datasources/components/manage/associated_objects/associated_objects_details_flyout.tsx index 8b2ce15e8..5cd641411 100644 --- a/public/components/datasources/components/manage/associated_objects/associated_objects_details_flyout.tsx +++ b/public/components/datasources/components/manage/associated_objects/associated_objects_details_flyout.tsx @@ -3,58 +3,59 @@ * SPDX-License-Identifier: Apache-2.0 */ -import React, { useEffect, useState } from 'react'; import { - EuiFlyoutBody, - EuiFlyoutHeader, - EuiSpacer, - EuiText, - EuiIcon, + EuiButton, EuiButtonEmpty, - EuiFlexItem, - EuiFlexGroup, EuiDescriptionList, - EuiDescriptionListTitle, EuiDescriptionListDescription, + EuiDescriptionListTitle, + EuiEmptyPrompt, + EuiFlexGroup, + EuiFlexItem, + EuiFlyoutBody, + EuiFlyoutHeader, EuiHorizontalRule, - EuiTitle, - EuiTableFieldDataColumnType, + EuiIcon, EuiInMemoryTable, EuiLink, - EuiButton, - EuiEmptyPrompt, + EuiSpacer, + EuiTableFieldDataColumnType, + EuiText, + EuiTitle, } from '@elastic/eui'; import { i18n } from '@osd/i18n'; +import React, { useEffect, useState } from 'react'; +import { DATA_SOURCE_TYPES } from '../../../../../../common/constants/data_sources'; import { AssociatedObject, CachedAcceleration, CachedColumn, } from '../../../../../../common/types/data_connections'; -import { - isCatalogCacheFetching, - redirectToExplorerWithDataSrc, -} from './utils/associated_objects_tab_utils'; +import { DirectQueryLoadingStatus } from '../../../../../../common/types/explorer'; +import { useToast } from '../../../../../../public/components/common/toast'; +import { useLoadTableColumnsToCache } from '../../../../../../public/framework/catalog_cache/cache_loader'; +import { CatalogCacheManager } from '../../../../../../public/framework/catalog_cache/cache_manager'; import { getRenderAccelerationDetailsFlyout, getRenderCreateAccelerationFlyout, } from '../../../../../plugin'; import { AccelerationStatus, getAccelerationName } from '../accelerations/utils/acceleration_utils'; import { - ACCE_NO_DATA_TITLE, ACCE_NO_DATA_DESCRIPTION, + ACCE_NO_DATA_TITLE, CREATE_ACCELERATION_DESCRIPTION, } from '../associated_objects/utils/associated_objects_tab_utils'; -import { DATA_SOURCE_TYPES } from '../../../../../../common/constants/data_sources'; -import { useLoadTableColumnsToCache } from '../../../../../../public/framework/catalog_cache/cache_loader'; -import { CatalogCacheManager } from '../../../../../../public/framework/catalog_cache/cache_manager'; -import { DirectQueryLoadingStatus } from '../../../../../../common/types/explorer'; -import { useToast } from '../../../../../../public/components/common/toast'; +import { + isCatalogCacheFetching, + redirectToExplorerWithDataSrc, +} from './utils/associated_objects_tab_utils'; export interface AssociatedObjectsFlyoutProps { tableDetail: AssociatedObject; datasourceName: string; resetFlyout: () => void; handleRefresh?: () => void; + dataSourceMDSId?: string; } export const AssociatedObjectsDetailsFlyout = ({ @@ -62,6 +63,7 @@ export const AssociatedObjectsDetailsFlyout = ({ datasourceName, resetFlyout, handleRefresh, + dataSourceMDSId, }: AssociatedObjectsFlyoutProps) => { const { loadStatus, startLoading } = useLoadTableColumnsToCache(); const [tableColumns, setTableColumns] = useState([]); @@ -93,6 +95,7 @@ export const AssociatedObjectsDetailsFlyout = ({ onClick={() => renderCreateAccelerationFlyout( datasourceName, + '', tableDetail.database, tableDetail.name, handleRefresh @@ -152,7 +155,9 @@ export const AssociatedObjectsDetailsFlyout = ({ const name = getAccelerationName(item, datasourceName); return ( renderAccelerationDetailsFlyout(item, datasourceName, handleRefresh)} + onClick={() => + renderAccelerationDetailsFlyout(item, datasourceName, handleRefresh, dataSourceMDSId) + } > {name} @@ -193,6 +198,7 @@ export const AssociatedObjectsDetailsFlyout = ({ onClick={() => renderCreateAccelerationFlyout( datasourceName, + '', tableDetail.database, tableDetail.name, handleRefresh @@ -235,7 +241,11 @@ export const AssociatedObjectsDetailsFlyout = ({ if (tables?.columns) { setTableColumns(tables?.columns); } else { - startLoading(datasourceName, tableDetail.database, tableDetail.name); + startLoading({ + dataSourceName: datasourceName, + databaseName: tableDetail.database, + tableName: tableDetail.name, + }); } } catch (error) { console.error(error); diff --git a/public/components/datasources/components/manage/associated_objects/associated_objects_tab.tsx b/public/components/datasources/components/manage/associated_objects/associated_objects_tab.tsx index bd8936872..31ddabeb9 100644 --- a/public/components/datasources/components/manage/associated_objects/associated_objects_tab.tsx +++ b/public/components/datasources/components/manage/associated_objects/associated_objects_tab.tsx @@ -3,19 +3,17 @@ * SPDX-License-Identifier: Apache-2.0 */ -import React, { useEffect, useState } from 'react'; -import _ from 'lodash'; import { - EuiPanel, EuiFlexGroup, EuiFlexItem, - EuiText, EuiHorizontalRule, - EuiSpacer, + EuiPanel, EuiSelectable, + EuiSpacer, + EuiText, } from '@elastic/eui'; import { i18n } from '@osd/i18n'; -import { useToast } from '../../../../../../public/components/common/toast'; +import React, { useEffect, useState } from 'react'; import { ACCELERATION_INDEX_TYPES } from '../../../../../../common/constants/data_sources'; import { AssociatedObject, @@ -27,25 +25,26 @@ import { CachedTable, DatasourceDetails, } from '../../../../../../common/types/data_connections'; -import { AccelerationsRecommendationCallout } from './accelerations_recommendation_callout'; -import { - ASSC_OBJ_PANEL_TITLE, - ASSC_OBJ_PANEL_DESCRIPTION, - ASSC_OBJ_FRESH_MSG, - isCatalogCacheFetching, -} from './utils/associated_objects_tab_utils'; import { DirectQueryLoadingStatus } from '../../../../../../common/types/explorer'; -import { AssociatedObjectsTabEmpty } from './utils/associated_objects_tab_empty'; -import { AssociatedObjectsTabLoading } from './utils/associated_objects_tab_loading'; -import { AssociatedObjectsRefreshButton } from './utils/associated_objects_refresh_button'; +import { useToast } from '../../../../../../public/components/common/toast'; import { CatalogCacheManager } from '../../../../../../public/framework/catalog_cache/cache_manager'; -import { AssociatedObjectsTable } from './modules/associated_objects_table'; +import { getRenderCreateAccelerationFlyout } from '../../../../../../public/plugin'; import { CreateAccelerationFlyoutButton, getAccelerationName, } from '../accelerations/utils/acceleration_utils'; -import { getRenderCreateAccelerationFlyout } from '../../../../../../public/plugin'; +import { AccelerationsRecommendationCallout } from './accelerations_recommendation_callout'; +import { AssociatedObjectsTable } from './modules/associated_objects_table'; +import { AssociatedObjectsRefreshButton } from './utils/associated_objects_refresh_button'; +import { AssociatedObjectsTabEmpty } from './utils/associated_objects_tab_empty'; import { AssociatedObjectsTabFailure } from './utils/associated_objects_tab_failure'; +import { AssociatedObjectsTabLoading } from './utils/associated_objects_tab_loading'; +import { + ASSC_OBJ_FRESH_MSG, + ASSC_OBJ_PANEL_DESCRIPTION, + ASSC_OBJ_PANEL_TITLE, + isCatalogCacheFetching, +} from './utils/associated_objects_tab_utils'; export interface AssociatedObjectsTabProps { datasource: DatasourceDetails; @@ -101,7 +100,7 @@ export const AssociatedObjectsTab: React.FC = (props) const onRefreshButtonClick = () => { if (!isCatalogCacheFetching(databasesLoadStatus, tablesLoadStatus, accelerationsLoadStatus)) { - startLoadingDatabases(datasource.name); + startLoadingDatabases({ databaseName: datasource.name }); setIsRefreshing(true); } }; diff --git a/public/components/hooks/use_polling.ts b/public/components/hooks/use_polling.ts index cf53684e8..30127fa0f 100644 --- a/public/components/hooks/use_polling.ts +++ b/public/components/hooks/use_polling.ts @@ -3,7 +3,7 @@ * SPDX-License-Identifier: Apache-2.0 */ -import { useState, useRef, useEffect } from 'react'; +import { useEffect, useRef, useState } from 'react'; type FetchFunction = (params?: P) => Promise; @@ -111,7 +111,7 @@ export function usePolling( try { const result = await fetchFunction(params); setData(result); - + console.log(result); // Check the success condition and stop polling if it's met if (onPollingSuccess && onPollingSuccess(result, configurations)) { stopPolling(); diff --git a/public/framework/catalog_cache/cache_loader.test.tsx b/public/framework/catalog_cache/cache_loader.test.tsx index 694e3936c..a8a2f2e32 100644 --- a/public/framework/catalog_cache/cache_loader.test.tsx +++ b/public/framework/catalog_cache/cache_loader.test.tsx @@ -66,12 +66,15 @@ describe('loadCacheTests', () => { updateDatabasesToCache(dataSourceName, pollingResult); // Verify that addOrUpdateDataSource is called with the correct parameters - expect(CatalogCacheManager.addOrUpdateDataSource).toHaveBeenCalledWith({ - name: dataSourceName, - databases: [], - lastUpdated: expect.any(String), - status: CachedDataSourceStatus.Failed, - }); + expect(CatalogCacheManager.addOrUpdateDataSource).toHaveBeenCalledWith( + { + name: dataSourceName, + databases: [], + lastUpdated: expect.any(String), + status: CachedDataSourceStatus.Failed, + }, + undefined + ); }); it('should update cache with new databases when polling result is not null', () => { @@ -79,15 +82,28 @@ describe('loadCacheTests', () => { updateDatabasesToCache(dataSourceName, mockShowDatabasesPollingResult); // Verify that addOrUpdateDataSource is called with the correct parameters - expect(CatalogCacheManager.addOrUpdateDataSource).toHaveBeenCalledWith({ - name: dataSourceName, - databases: [ - { name: 'Database1', tables: [], lastUpdated: '', status: CachedDataSourceStatus.Empty }, - { name: 'Database2', tables: [], lastUpdated: '', status: CachedDataSourceStatus.Empty }, - ], - lastUpdated: expect.any(String), - status: CachedDataSourceStatus.Updated, - }); + expect(CatalogCacheManager.addOrUpdateDataSource).toHaveBeenCalledWith( + { + name: dataSourceName, + databases: [ + { + name: 'Database1', + tables: [], + lastUpdated: '', + status: CachedDataSourceStatus.Empty, + }, + { + name: 'Database2', + tables: [], + lastUpdated: '', + status: CachedDataSourceStatus.Empty, + }, + ], + lastUpdated: expect.any(String), + status: CachedDataSourceStatus.Updated, + }, + undefined + ); }); }); @@ -97,19 +113,22 @@ describe('loadCacheTests', () => { const databaseName = 'TestDatabase'; const pollingResult = null; - CatalogCacheManager.addOrUpdateDataSource({ - databases: [ - { - name: databaseName, - lastUpdated: '', - status: CachedDataSourceStatus.Empty, - tables: [], - }, - ], - name: dataSourceName, - lastUpdated: new Date().toUTCString(), - status: CachedDataSourceStatus.Updated, - }); + CatalogCacheManager.addOrUpdateDataSource( + { + databases: [ + { + name: databaseName, + lastUpdated: '', + status: CachedDataSourceStatus.Empty, + tables: [], + }, + ], + name: dataSourceName, + lastUpdated: new Date().toUTCString(), + status: CachedDataSourceStatus.Updated, + }, + undefined + ); updateTablesToCache(dataSourceName, databaseName, pollingResult); // Verify that updateDatabase is called with the correct parameters @@ -120,7 +139,8 @@ describe('loadCacheTests', () => { tables: [], lastUpdated: expect.any(String), status: CachedDataSourceStatus.Failed, - }) + }), + undefined ); }); @@ -151,7 +171,8 @@ describe('loadCacheTests', () => { tables: [{ name: 'http_logs1' }, { name: 'http_logs2' }], lastUpdated: expect.any(String), status: CachedDataSourceStatus.Updated, - }) + }), + undefined ); }); }); diff --git a/public/framework/catalog_cache/cache_loader.tsx b/public/framework/catalog_cache/cache_loader.tsx index 481e777b8..f1775eb90 100644 --- a/public/framework/catalog_cache/cache_loader.tsx +++ b/public/framework/catalog_cache/cache_loader.tsx @@ -3,7 +3,7 @@ * SPDX-License-Identifier: Apache-2.0 */ -import { useEffect, useState } from 'react'; +import { useEffect, useRef, useState } from 'react'; import { ASYNC_POLLING_INTERVAL, SPARK_HIVE_TABLE_REGEX, @@ -16,6 +16,7 @@ import { CachedDataSourceStatus, CachedTable, LoadCacheType, + StartLoadingParams, } from '../../../common/types/data_connections'; import { DirectQueryLoadingStatus, DirectQueryRequest } from '../../../common/types/explorer'; import { getAsyncSessionId, setAsyncSessionId } from '../../../common/utils/query_session_utils'; @@ -32,18 +33,26 @@ import { CatalogCacheManager } from './cache_manager'; export const updateDatabasesToCache = ( dataSourceName: string, - pollingResult: AsyncPollingResult + pollingResult: AsyncPollingResult, + dataSourceMDSId?: string ) => { - const cachedDataSource = CatalogCacheManager.getOrCreateDataSource(dataSourceName); + const cachedDataSource = CatalogCacheManager.getOrCreateDataSource( + dataSourceName, + dataSourceMDSId + ); const currentTime = new Date().toUTCString(); if (!pollingResult) { - CatalogCacheManager.addOrUpdateDataSource({ - ...cachedDataSource, - databases: [], - lastUpdated: currentTime, - status: CachedDataSourceStatus.Failed, - }); + CatalogCacheManager.addOrUpdateDataSource( + { + ...cachedDataSource, + databases: [], + lastUpdated: currentTime, + status: CachedDataSourceStatus.Failed, + ...(dataSourceMDSId && { dataSourceMDSId }), + }, + dataSourceMDSId + ); return; } @@ -55,30 +64,43 @@ export const updateDatabasesToCache = ( status: CachedDataSourceStatus.Empty, })); - CatalogCacheManager.addOrUpdateDataSource({ - ...cachedDataSource, - databases: newDatabases, - lastUpdated: currentTime, - status: CachedDataSourceStatus.Updated, - }); + CatalogCacheManager.addOrUpdateDataSource( + { + ...cachedDataSource, + databases: newDatabases, + lastUpdated: currentTime, + status: CachedDataSourceStatus.Updated, + ...(dataSourceMDSId && { dataSourceMDSId }), + }, + dataSourceMDSId + ); }; export const updateTablesToCache = ( dataSourceName: string, databaseName: string, - pollingResult: AsyncPollingResult + pollingResult: AsyncPollingResult, + dataSourceMDSId?: string ) => { try { - const cachedDatabase = CatalogCacheManager.getDatabase(dataSourceName, databaseName); + const cachedDatabase = CatalogCacheManager.getDatabase( + dataSourceName, + databaseName, + dataSourceMDSId + ); const currentTime = new Date().toUTCString(); if (!pollingResult) { - CatalogCacheManager.updateDatabase(dataSourceName, { - ...cachedDatabase, - tables: [], - lastUpdated: currentTime, - status: CachedDataSourceStatus.Failed, - }); + CatalogCacheManager.updateDatabase( + dataSourceName, + { + ...cachedDatabase, + tables: [], + lastUpdated: currentTime, + status: CachedDataSourceStatus.Failed, + }, + dataSourceMDSId + ); return; } @@ -89,12 +111,16 @@ export const updateTablesToCache = ( name: row.tableName, })); - CatalogCacheManager.updateDatabase(dataSourceName, { - ...cachedDatabase, - tables: newTables, - lastUpdated: currentTime, - status: CachedDataSourceStatus.Updated, - }); + CatalogCacheManager.updateDatabase( + dataSourceName, + { + ...cachedDatabase, + tables: newTables, + lastUpdated: currentTime, + status: CachedDataSourceStatus.Updated, + }, + dataSourceMDSId + ); } catch (error) { console.error(error); } @@ -102,7 +128,8 @@ export const updateTablesToCache = ( export const updateAccelerationsToCache = ( dataSourceName: string, - pollingResult: AsyncPollingResult + pollingResult: AsyncPollingResult, + dataSourceMDSId?: string ) => { const currentTime = new Date().toUTCString(); @@ -112,6 +139,7 @@ export const updateAccelerationsToCache = ( accelerations: [], lastUpdated: currentTime, status: CachedDataSourceStatus.Failed, + ...(dataSourceMDSId && { dataSourceMDSId }), }); return; } @@ -133,6 +161,7 @@ export const updateAccelerationsToCache = ( accelerations: newAccelerations, lastUpdated: currentTime, status: CachedDataSourceStatus.Updated, + ...(dataSourceMDSId && { dataSourceMDSId }), }); }; @@ -140,13 +169,18 @@ export const updateTableColumnsToCache = ( dataSourceName: string, databaseName: string, tableName: string, - pollingResult: AsyncPollingResult + pollingResult: AsyncPollingResult, + dataSourceMDSId?: string ) => { try { if (!pollingResult) { return; } - const cachedDatabase = CatalogCacheManager.getDatabase(dataSourceName, databaseName); + const cachedDatabase = CatalogCacheManager.getDatabase( + dataSourceName, + databaseName, + dataSourceMDSId + ); const currentTime = new Date().toUTCString(); const combinedData: Array<{ col_name: string; data_type: string }> = combineSchemaAndDatarows( @@ -170,12 +204,16 @@ export const updateTableColumnsToCache = ( ); if (cachedDatabase.status === CachedDataSourceStatus.Updated) { - CatalogCacheManager.updateDatabase(dataSourceName, { - ...cachedDatabase, - tables: newTables, - lastUpdated: currentTime, - status: CachedDataSourceStatus.Updated, - }); + CatalogCacheManager.updateDatabase( + dataSourceName, + { + ...cachedDatabase, + tables: newTables, + lastUpdated: currentTime, + status: CachedDataSourceStatus.Updated, + }, + dataSourceMDSId + ); } } catch (error) { console.error(error); @@ -187,20 +225,27 @@ export const updateToCache = ( loadCacheType: LoadCacheType, dataSourceName: string, databaseName?: string, - tableName?: string + tableName?: string, + dataSourceMDSId?: string ) => { switch (loadCacheType) { case 'databases': - updateDatabasesToCache(dataSourceName, pollResults); + updateDatabasesToCache(dataSourceName, pollResults, dataSourceMDSId); break; case 'tables': - updateTablesToCache(dataSourceName, databaseName!, pollResults); + updateTablesToCache(dataSourceName, databaseName!, pollResults, dataSourceMDSId); break; case 'accelerations': - updateAccelerationsToCache(dataSourceName, pollResults); + updateAccelerationsToCache(dataSourceName, pollResults, dataSourceMDSId); break; case 'tableColumns': - updateTableColumnsToCache(dataSourceName, databaseName!, tableName!, pollResults); + updateTableColumnsToCache( + dataSourceName, + databaseName!, + tableName!, + pollResults, + dataSourceMDSId + ); default: break; } @@ -245,6 +290,7 @@ export const useLoadToCache = (loadCacheType: LoadCacheType) => { const [loadStatus, setLoadStatus] = useState( DirectQueryLoadingStatus.INITIAL ); + const dataSourceMDSClientId = useRef(''); const { data: pollingResult, @@ -253,7 +299,7 @@ export const useLoadToCache = (loadCacheType: LoadCacheType) => { startPolling, stopPolling: stopLoading, } = usePolling((params) => { - return sqlService.fetchWithJobId(params); + return sqlService.fetchWithJobId(params, dataSourceMDSClientId.current); }, ASYNC_POLLING_INTERVAL); const onLoadingFailed = () => { @@ -263,15 +309,22 @@ export const useLoadToCache = (loadCacheType: LoadCacheType) => { loadCacheType, currentDataSourceName, currentDatabaseName, - currentTableName + currentTableName, + dataSourceMDSClientId.current ); }; - const startLoading = (dataSourceName: string, databaseName?: string, tableName?: string) => { + const startLoading = ({ + dataSourceName, + dataSourceMDSId, + databaseName, + tableName, + }: StartLoadingParams) => { setLoadStatus(DirectQueryLoadingStatus.SCHEDULED); setCurrentDataSourceName(dataSourceName); setCurrentDatabaseName(databaseName); setCurrentTableName(tableName); + dataSourceMDSClientId.current = dataSourceMDSId || ''; let requestPayload: DirectQueryRequest = { lang: 'sql', @@ -283,10 +336,10 @@ export const useLoadToCache = (loadCacheType: LoadCacheType) => { if (sessionId) { requestPayload = { ...requestPayload, sessionId }; } - sqlService - .fetch(requestPayload) + .fetch(requestPayload, dataSourceMDSId) .then((result) => { + console.log(result); setAsyncSessionId(dataSourceName, getObjValue(result, 'sessionId', null)); if (result.queryId) { startPolling({ @@ -325,7 +378,8 @@ export const useLoadToCache = (loadCacheType: LoadCacheType) => { loadCacheType, currentDataSourceName, currentDatabaseName, - currentTableName + currentTableName, + dataSourceMDSClientId.current ); } else if (status === DirectQueryLoadingStatus.FAILED) { onLoadingFailed(); diff --git a/public/framework/catalog_cache/cache_manager.test.tsx b/public/framework/catalog_cache/cache_manager.test.tsx index 0e5755a42..53d06d0f5 100644 --- a/public/framework/catalog_cache/cache_manager.test.tsx +++ b/public/framework/catalog_cache/cache_manager.test.tsx @@ -125,7 +125,10 @@ describe('CatalogCacheManager', () => { }); it('should return default cache object if cache is not found', () => { - const defaultCacheObject = { version: CATALOG_CACHE_VERSION, dataSources: [] }; + const defaultCacheObject = { + version: CATALOG_CACHE_VERSION, + dataSources: [], + }; sessionStorage.removeItem(ASYNC_QUERY_DATASOURCE_CACHE); expect(CatalogCacheManager.getDataSourceCache()).toEqual(defaultCacheObject); }); diff --git a/public/framework/catalog_cache/cache_manager.ts b/public/framework/catalog_cache/cache_manager.ts index ccd0ab506..bcd0dedbf 100644 --- a/public/framework/catalog_cache/cache_manager.ts +++ b/public/framework/catalog_cache/cache_manager.ts @@ -87,11 +87,23 @@ export class CatalogCacheManager { * Adds or updates a data source in the accelerations cache. * @param {CachedAccelerationByDataSource} dataSource - The data source to add or update. */ - static addOrUpdateAccelerationsByDataSource(dataSource: CachedAccelerationByDataSource): void { + static addOrUpdateAccelerationsByDataSource( + dataSource: CachedAccelerationByDataSource, + dataSourceMDSId?: string + ): void { + let index; const accCacheData = this.getAccelerationsCache(); - const index = accCacheData.dataSources.findIndex( - (ds: CachedAccelerationByDataSource) => ds.name === dataSource.name - ); + if (dataSourceMDSId) { + index = accCacheData.dataSources.findIndex( + (ds: CachedAccelerationByDataSource) => + ds.name === dataSource.name && ds.dataSourceMDSId === dataSourceMDSId + ); + } else { + index = accCacheData.dataSources.findIndex( + (ds: CachedAccelerationByDataSource) => + ds.name === dataSource.name && ds.dataSourceMDSId === dataSourceMDSId + ); + } if (index !== -1) { accCacheData.dataSources[index] = dataSource; } else { @@ -107,20 +119,32 @@ export class CatalogCacheManager { * @throws {Error} If the data source is not found. */ static getOrCreateAccelerationsByDataSource( - dataSourceName: string + dataSourceName: string, + dataSourceMDSId?: string ): CachedAccelerationByDataSource { const accCacheData = this.getAccelerationsCache(); - const cachedDataSource = accCacheData.dataSources.find((ds) => ds.name === dataSourceName); + let cachedDataSource; + if (dataSourceMDSId) { + cachedDataSource = accCacheData.dataSources.find( + (ds) => ds.name === dataSourceName && ds.dataSourceMDSId === dataSourceMDSId + ); + } else { + cachedDataSource = accCacheData.dataSources.find((ds) => ds.name === dataSourceName); + } if (cachedDataSource) return cachedDataSource; else { - const defaultDataSourceObject = { + let defaultDataSourceObject: CachedAccelerationByDataSource = { name: dataSourceName, lastUpdated: '', status: CachedDataSourceStatus.Empty, accelerations: [], }; - this.addOrUpdateAccelerationsByDataSource(defaultDataSourceObject); + + if (dataSourceMDSId !== '' && dataSourceMDSId !== undefined) { + defaultDataSourceObject = { ...defaultDataSourceObject, dataSourceMDSId }; + } + this.addOrUpdateAccelerationsByDataSource(defaultDataSourceObject, dataSourceMDSId); return defaultDataSourceObject; } } @@ -129,11 +153,16 @@ export class CatalogCacheManager { * Adds or updates a data source in the cache. * @param {CachedDataSource} dataSource - The data source to add or update. */ - static addOrUpdateDataSource(dataSource: CachedDataSource): void { + static addOrUpdateDataSource(dataSource: CachedDataSource, dataSourceMDSId?: string): void { const cacheData = this.getDataSourceCache(); - const index = cacheData.dataSources.findIndex( - (ds: CachedDataSource) => ds.name === dataSource.name - ); + let index; + if (dataSourceMDSId) { + index = cacheData.dataSources.findIndex( + (ds: CachedDataSource) => + ds.name === dataSource.name && ds.dataSourceMDSId === dataSourceMDSId + ); + } + index = cacheData.dataSources.findIndex((ds: CachedDataSource) => ds.name === dataSource.name); if (index !== -1) { cacheData.dataSources[index] = dataSource; } else { @@ -147,21 +176,30 @@ export class CatalogCacheManager { * @param {string} dataSourceName - The name of the data source. * @returns {CachedDataSource} The retrieved or created data source. */ - static getOrCreateDataSource(dataSourceName: string): CachedDataSource { - const cacheData = this.getDataSourceCache(); - const cachedDataSource = cacheData.dataSources.find( - (ds: CachedDataSource) => ds.name === dataSourceName - ); + static getOrCreateDataSource(dataSourceName: string, dataSourceMDSId?: string): CachedDataSource { + let cachedDataSource; + if (dataSourceMDSId) { + cachedDataSource = this.getDataSourceCache().dataSources.find( + (ds) => ds.dataSourceMDSId === dataSourceMDSId && ds.name === dataSourceName + ); + } else { + cachedDataSource = this.getDataSourceCache().dataSources.find( + (ds) => ds.name === dataSourceName + ); + } if (cachedDataSource) { return cachedDataSource; } else { - const defaultDataSourceObject = { + let defaultDataSourceObject: CachedDataSource = { name: dataSourceName, lastUpdated: '', status: CachedDataSourceStatus.Empty, databases: [], }; - this.addOrUpdateDataSource(defaultDataSourceObject); + if (dataSourceMDSId !== '' && dataSourceMDSId !== undefined) { + defaultDataSourceObject = { ...defaultDataSourceObject, dataSourceMDSId }; + } + this.addOrUpdateDataSource(defaultDataSourceObject, dataSourceMDSId); return defaultDataSourceObject; } } @@ -173,10 +211,21 @@ export class CatalogCacheManager { * @returns {CachedDatabase} The retrieved database. * @throws {Error} If the data source or database is not found. */ - static getDatabase(dataSourceName: string, databaseName: string): CachedDatabase { - const cachedDataSource = this.getDataSourceCache().dataSources.find( - (ds) => ds.name === dataSourceName - ); + static getDatabase( + dataSourceName: string, + databaseName: string, + dataSourceMDSId?: string + ): CachedDatabase { + let cachedDataSource; + if (dataSourceMDSId) { + cachedDataSource = this.getDataSourceCache().dataSources.find( + (ds) => ds.dataSourceMDSId === dataSourceMDSId && ds.name === dataSourceName + ); + } else { + cachedDataSource = this.getDataSourceCache().dataSources.find( + (ds) => ds.name === dataSourceName + ); + } if (!cachedDataSource) { throw new Error('DataSource not found exception: ' + dataSourceName); } @@ -197,8 +246,13 @@ export class CatalogCacheManager { * @returns {Cachedtable} The retrieved database. * @throws {Error} If the data source, database or table is not found. */ - static getTable(dataSourceName: string, databaseName: string, tableName: string): CachedTable { - const cachedDatabase = this.getDatabase(dataSourceName, databaseName); + static getTable( + dataSourceName: string, + databaseName: string, + tableName: string, + dataSourceMDSId?: string + ): CachedTable { + const cachedDatabase = this.getDatabase(dataSourceName, databaseName, dataSourceMDSId); const cachedTable = cachedDatabase.tables!.find((table) => table.name === tableName); if (!cachedTable) { @@ -213,10 +267,22 @@ export class CatalogCacheManager { * @param {CachedDatabase} database - The database to be updated. * @throws {Error} If the data source or database is not found. */ - static updateDatabase(dataSourceName: string, database: CachedDatabase): void { - const cachedDataSource = this.getDataSourceCache().dataSources.find( - (ds) => ds.name === dataSourceName - ); + static updateDatabase( + dataSourceName: string, + database: CachedDatabase, + dataSourceMDSId?: string + ): void { + let cachedDataSource; + if (dataSourceMDSId) { + cachedDataSource = this.getDataSourceCache().dataSources.find( + (ds) => ds.dataSourceMDSId === dataSourceMDSId && ds.name === dataSourceName + ); + } else { + cachedDataSource = this.getDataSourceCache().dataSources.find( + (ds) => ds.name === dataSourceName + ); + } + if (!cachedDataSource) { throw new Error('DataSource not found exception: ' + dataSourceName); } @@ -224,7 +290,7 @@ export class CatalogCacheManager { const index = cachedDataSource.databases.findIndex((db) => db.name === database.name); if (index !== -1) { cachedDataSource.databases[index] = database; - this.addOrUpdateDataSource(cachedDataSource); + this.addOrUpdateDataSource(cachedDataSource, dataSourceMDSId); } else { throw new Error('Database not found exception: ' + database.name); } diff --git a/public/framework/datasources/direct_query_hook.tsx b/public/framework/datasources/direct_query_hook.tsx index a896a5395..8688996c0 100644 --- a/public/framework/datasources/direct_query_hook.tsx +++ b/public/framework/datasources/direct_query_hook.tsx @@ -3,7 +3,7 @@ * SPDX-License-Identifier: Apache-2.0 */ -import { useEffect, useState } from 'react'; +import { useEffect, useRef, useState } from 'react'; import { ASYNC_POLLING_INTERVAL } from '../../../common/constants/data_sources'; import { DirectQueryLoadingStatus, DirectQueryRequest } from '../../../common/types/explorer'; import { getAsyncSessionId, setAsyncSessionId } from '../../../common/utils/query_session_utils'; @@ -18,6 +18,7 @@ export const useDirectQuery = () => { const [loadStatus, setLoadStatus] = useState( DirectQueryLoadingStatus.SCHEDULED ); + const dataSourceMDSClientId = useRef(''); const { data: pollingResult, @@ -26,10 +27,11 @@ export const useDirectQuery = () => { startPolling, stopPolling: stopLoading, } = usePolling((params) => { - return sqlService.fetchWithJobId(params); + return sqlService.fetchWithJobId(params, dataSourceMDSClientId.current); }, ASYNC_POLLING_INTERVAL); - const startLoading = (requestPayload: DirectQueryRequest) => { + const startLoading = (requestPayload: DirectQueryRequest, dataSourceMDSId?: string) => { + dataSourceMDSClientId.current = dataSourceMDSId || ''; setLoadStatus(DirectQueryLoadingStatus.SCHEDULED); const sessionId = getAsyncSessionId(requestPayload.datasource); @@ -38,7 +40,7 @@ export const useDirectQuery = () => { } sqlService - .fetch(requestPayload) + .fetch(requestPayload, dataSourceMDSId) .then((result) => { setAsyncSessionId(requestPayload.datasource, getObjValue(result, 'sessionId', null)); if (result.queryId) { diff --git a/public/plugin.tsx b/public/plugin.tsx index 3afe33669..a04a0fc49 100644 --- a/public/plugin.tsx +++ b/public/plugin.tsx @@ -116,14 +116,24 @@ export const [ getRenderAccelerationDetailsFlyout, setRenderAccelerationDetailsFlyout, ] = createGetterSetter< - (acceleration: CachedAcceleration, dataSourceName: string, handleRefresh?: () => void) => void + ( + acceleration: CachedAcceleration, + dataSourceName: string, + handleRefresh?: () => void, + dataSourceMDSId?: string + ) => void >('renderAccelerationDetailsFlyout'); export const [ getRenderAssociatedObjectsDetailsFlyout, setRenderAssociatedObjectsDetailsFlyout, ] = createGetterSetter< - (tableDetail: AssociatedObject, datasourceName: string, handleRefresh?: () => void) => void + ( + tableDetail: AssociatedObject, + datasourceName: string, + handleRefresh?: () => void, + dataSourceMDSId?: string + ) => void >('renderAssociatedObjectsDetailsFlyout'); export const [ @@ -132,6 +142,7 @@ export const [ ] = createGetterSetter< ( dataSource: string, + dataSourceMDSId?: string, databaseName?: string, tableName?: string, handleRefresh?: () => void @@ -465,7 +476,8 @@ export class ObservabilityPlugin const renderAccelerationDetailsFlyout = ( acceleration: CachedAcceleration, dataSourceName: string, - handleRefresh?: () => void + handleRefresh?: () => void, + dataSourceMDSId?: string ) => { const accelerationDetailsFlyout = core.overlays.openFlyout( toMountPoint( @@ -474,6 +486,7 @@ export class ObservabilityPlugin dataSourceName={dataSourceName} resetFlyout={() => accelerationDetailsFlyout.close()} handleRefresh={handleRefresh} + dataSourceMDSId={dataSourceMDSId} /> ) ); @@ -483,7 +496,8 @@ export class ObservabilityPlugin const renderAssociatedObjectsDetailsFlyout = ( tableDetail: AssociatedObject, datasourceName: string, - handleRefresh?: () => void + handleRefresh?: () => void, + dataSourceMDSId?: string ) => { const associatedObjectsDetailsFlyout = core.overlays.openFlyout( toMountPoint( @@ -492,6 +506,7 @@ export class ObservabilityPlugin datasourceName={datasourceName} resetFlyout={() => associatedObjectsDetailsFlyout.close()} handleRefresh={handleRefresh} + dataSourceMDSId={dataSourceMDSId} /> ) ); @@ -500,6 +515,7 @@ export class ObservabilityPlugin const renderCreateAccelerationFlyout = ( selectedDatasource: string, + dataSourceMDSId?: string, databaseName?: string, tableName?: string, handleRefresh?: () => void @@ -512,6 +528,7 @@ export class ObservabilityPlugin databaseName={databaseName} tableName={tableName} refreshHandler={handleRefresh} + dataSourceMDSId={dataSourceMDSId} /> ) ); diff --git a/public/services/requests/sql.ts b/public/services/requests/sql.ts index 1ec3b3d2a..9b9bd9f93 100644 --- a/public/services/requests/sql.ts +++ b/public/services/requests/sql.ts @@ -12,10 +12,18 @@ export class SQLService { this.http = http; } - fetch = async (params: DirectQueryRequest, errorHandler?: (error: any) => void) => { + fetch = async ( + params: DirectQueryRequest, + dataSourceMDSId?: string, + errorHandler?: (error: any) => void + ) => { + const query = { + dataSourceMDSId, + }; return this.http .post('/api/observability/query/jobs', { body: JSON.stringify(params), + query, }) .catch((error) => { console.error('fetch error: ', error.body); @@ -24,12 +32,18 @@ export class SQLService { }); }; - fetchWithJobId = async (params: { queryId: string }, errorHandler?: (error: any) => void) => { - return this.http.get(`/api/observability/query/jobs/${params.queryId}`).catch((error) => { - console.error('fetch error: ', error.body); - if (errorHandler) errorHandler(error); - throw error; - }); + fetchWithJobId = async ( + params: { queryId: string }, + dataSourceMDSId?: string, + errorHandler?: (error: any) => void + ) => { + return this.http + .get(`/api/observability/query/jobs/${params.queryId}/${dataSourceMDSId}`) + .catch((error) => { + console.error('fetch error: ', error.body); + if (errorHandler) errorHandler(error); + throw error; + }); }; deleteWithJobId = async (params: { queryId: string }, errorHandler?: (error: any) => void) => { diff --git a/public/types.ts b/public/types.ts index d65e31a7a..86ca51e65 100644 --- a/public/types.ts +++ b/public/types.ts @@ -61,6 +61,7 @@ export interface ObservabilityStart { ) => void; renderCreateAccelerationFlyout: ( dataSource: string, + dataSourceMDSId?: string, databaseName?: string, tableName?: string, handleRefresh?: () => void diff --git a/server/routes/data_connections/data_connections_router.ts b/server/routes/data_connections/data_connections_router.ts index 2788653de..bd19e8615 100644 --- a/server/routes/data_connections/data_connections_router.ts +++ b/server/routes/data_connections/data_connections_router.ts @@ -15,7 +15,7 @@ import { EDIT, } from '../../../common/constants/shared'; -export function registerDataConnectionsRoute(router: IRouter) { +export function registerDataConnectionsRoute(router: IRouter, dataSourceEnabled: boolean) { router.get( { path: `${DATACONNECTIONS_BASE}/{name}`, @@ -183,14 +183,25 @@ export function registerDataConnectionsRoute(router: IRouter) { router.get( { - path: `${DATACONNECTIONS_BASE}`, - validate: false, + path: `${DATACONNECTIONS_BASE}/dataSourceMDSId={dataSourceMDSId?}`, + validate: { + params: schema.object({ + dataSourceMDSId: schema.maybe(schema.string({ defaultValue: '' })), + }), + }, }, async (context, request, response): Promise => { + const dataSourceMDSId = request.params.dataSourceMDSId; try { - const dataConnectionsresponse = await context.observability_plugin.observabilityClient - .asScoped(request) - .callAsCurrentUser('ppl.getDataConnections'); + let dataConnectionsresponse; + if (dataSourceEnabled && dataSourceMDSId) { + const client = await context.dataSource.opensearch.legacy.getClient(dataSourceMDSId); + dataConnectionsresponse = await client.callAPI('ppl.getDataConnections'); + } else { + dataConnectionsresponse = await context.observability_plugin.observabilityClient + .asScoped(request) + .callAsCurrentUser('ppl.getDataConnections'); + } return response.ok({ body: dataConnectionsresponse, }); diff --git a/server/routes/datasources/datasources_router.ts b/server/routes/datasources/datasources_router.ts index 9a1ba396a..213d4d4d1 100644 --- a/server/routes/datasources/datasources_router.ts +++ b/server/routes/datasources/datasources_router.ts @@ -7,7 +7,7 @@ import { schema } from '@osd/config-schema'; import { IRouter } from '../../../../../src/core/server'; import { JOBS_BASE, OBSERVABILITY_BASE } from '../../../common/constants/shared'; -export function registerDatasourcesRoute(router: IRouter) { +export function registerDatasourcesRoute(router: IRouter, dataSourceEnabled: boolean) { router.post( { path: `${OBSERVABILITY_BASE}${JOBS_BASE}`, @@ -21,15 +21,22 @@ export function registerDatasourcesRoute(router: IRouter) { }, }, async (context, request, response): Promise => { + const dataSourceMDSId = request.url.searchParams.get('dataSourceMDSId'); const params = { body: { ...request.body, }, }; try { - const res = await context.observability_plugin.observabilityClient - .asScoped(request) - .callAsCurrentUser('observability.runDirectQuery', params); + let res; + if (dataSourceEnabled && dataSourceMDSId) { + const client = await context.dataSource.opensearch.legacy.getClient(dataSourceMDSId); + res = await client.callAPI('observability.runDirectQuery', params); + } else { + res = await context.observability_plugin.observabilityClient + .asScoped(request) + .callAsCurrentUser('observability.runDirectQuery', params); + } return response.ok({ body: res, }); @@ -45,20 +52,31 @@ export function registerDatasourcesRoute(router: IRouter) { router.get( { - path: `${OBSERVABILITY_BASE}${JOBS_BASE}/{queryId}`, + path: `${OBSERVABILITY_BASE}${JOBS_BASE}/{queryId}/{dataSourceMDSId?}`, validate: { params: schema.object({ queryId: schema.string(), + dataSourceMDSId: schema.maybe(schema.string({ defaultValue: '' })), }), }, }, async (context, request, response): Promise => { try { - const res = await context.observability_plugin.observabilityClient - .asScoped(request) - .callAsCurrentUser('observability.getJobStatus', { + let res; + if (dataSourceEnabled && request.params.dataSourceMDSId) { + const client = await context.dataSource.opensearch.legacy.getClient( + request.params.dataSourceMDSId + ); + res = await client.callAPI('observability.getJobStatus', { queryId: request.params.queryId, }); + } else { + res = await context.observability_plugin.observabilityClient + .asScoped(request) + .callAsCurrentUser('observability.getJobStatus', { + queryId: request.params.queryId, + }); + } return response.ok({ body: res, }); diff --git a/server/routes/index.ts b/server/routes/index.ts index bc06a0085..ca5f9ad46 100644 --- a/server/routes/index.ts +++ b/server/routes/index.ts @@ -53,7 +53,7 @@ export function setupRoutes({ registerMetricsRoute(router); registerIntegrationsRoute(router); - registerDataConnectionsRoute(router); - registerDatasourcesRoute(router); + registerDataConnectionsRoute(router, dataSourceEnabled); + registerDatasourcesRoute(router, dataSourceEnabled); registerQueryAssistRoutes(router); } From cda380fada0745eeef3fa45cfccf175320ae4bb0 Mon Sep 17 00:00:00 2001 From: Jialiang Liang Date: Tue, 30 Apr 2024 17:23:53 -0700 Subject: [PATCH 18/28] Renaming all the integrations with Amazon branding instead of AWS (#1774) Signed-off-by: Ryan Liang --- .../amazon_cloudfront-1.0.0.json} | 2 +- .../assets/aws_cloudfront-1.0.0.ndjson | 0 .../assets/create_mv-1.0.0.sql | 0 .../assets/create_skipping_index-1.0.0.sql | 0 .../assets/create_table-1.0.0.sql | 0 .../assets/example_queries-1.0.0.ndjson | 0 .../data/sample.json | 0 .../info/README.md | 0 .../schemas/aws_cloudfront-1.0.0.mapping.json | 0 .../schemas/aws_s3-1.0.0.mapping.json | 0 .../schemas/cloud-1.0.0.mapping.json | 0 .../schemas/logs-aws_cloudfront-1.0.0.mapping.json | 0 .../static/dashboard.png | Bin .../static/logo.png | Bin .../amazon_elb-1.0.0.json} | 2 +- .../assets/aws_elb-1.0.0.ndjson | 0 .../assets/create_mv-1.0.0.sql | 0 .../assets/create_skipping_index-1.0.0.sql | 0 .../assets/create_table-1.0.0.sql | 0 .../assets/example_queries-1.0.0.ndjson | 0 .../{aws_elb => amazon_elb}/data/sample.json | 0 .../{aws_elb => amazon_elb}/info/INGESTION.md | 0 .../{aws_elb => amazon_elb}/info/README.md | 0 .../schemas/aws_elb-1.0.0.mapping.json | 0 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server/adaptors/integrations/__data__/repository/{aws_cloudfront => amazon_cloudfront}/assets/aws_cloudfront-1.0.0.ndjson (100%) rename server/adaptors/integrations/__data__/repository/{aws_cloudfront => amazon_cloudfront}/assets/create_mv-1.0.0.sql (100%) rename server/adaptors/integrations/__data__/repository/{aws_cloudfront => amazon_cloudfront}/assets/create_skipping_index-1.0.0.sql (100%) rename server/adaptors/integrations/__data__/repository/{aws_cloudfront => amazon_cloudfront}/assets/create_table-1.0.0.sql (100%) rename server/adaptors/integrations/__data__/repository/{aws_cloudfront => amazon_cloudfront}/assets/example_queries-1.0.0.ndjson (100%) rename server/adaptors/integrations/__data__/repository/{aws_cloudfront => amazon_cloudfront}/data/sample.json (100%) rename server/adaptors/integrations/__data__/repository/{aws_cloudfront => amazon_cloudfront}/info/README.md (100%) rename server/adaptors/integrations/__data__/repository/{aws_cloudfront => 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b/server/adaptors/integrations/__data__/repository/amazon_cloudfront/amazon_cloudfront-1.0.0.json similarity index 98% rename from server/adaptors/integrations/__data__/repository/aws_cloudfront/aws_cloudfront-1.0.0.json rename to server/adaptors/integrations/__data__/repository/amazon_cloudfront/amazon_cloudfront-1.0.0.json index fb0d4a808..16ae0900c 100644 --- a/server/adaptors/integrations/__data__/repository/aws_cloudfront/aws_cloudfront-1.0.0.json +++ b/server/adaptors/integrations/__data__/repository/amazon_cloudfront/amazon_cloudfront-1.0.0.json @@ -1,5 +1,5 @@ { - "name": "aws_cloudfront", + "name": "amazon_cloudfront", "version": "1.0.0", "displayName": "Amazon CloudFront", "description": "Analyze access logs for Amazon CloudFront.", diff --git a/server/adaptors/integrations/__data__/repository/aws_cloudfront/assets/aws_cloudfront-1.0.0.ndjson b/server/adaptors/integrations/__data__/repository/amazon_cloudfront/assets/aws_cloudfront-1.0.0.ndjson similarity index 100% rename from server/adaptors/integrations/__data__/repository/aws_cloudfront/assets/aws_cloudfront-1.0.0.ndjson rename to server/adaptors/integrations/__data__/repository/amazon_cloudfront/assets/aws_cloudfront-1.0.0.ndjson diff --git a/server/adaptors/integrations/__data__/repository/aws_cloudfront/assets/create_mv-1.0.0.sql b/server/adaptors/integrations/__data__/repository/amazon_cloudfront/assets/create_mv-1.0.0.sql similarity index 100% rename from server/adaptors/integrations/__data__/repository/aws_cloudfront/assets/create_mv-1.0.0.sql rename to server/adaptors/integrations/__data__/repository/amazon_cloudfront/assets/create_mv-1.0.0.sql diff --git a/server/adaptors/integrations/__data__/repository/aws_cloudfront/assets/create_skipping_index-1.0.0.sql b/server/adaptors/integrations/__data__/repository/amazon_cloudfront/assets/create_skipping_index-1.0.0.sql similarity index 100% rename from server/adaptors/integrations/__data__/repository/aws_cloudfront/assets/create_skipping_index-1.0.0.sql rename to server/adaptors/integrations/__data__/repository/amazon_cloudfront/assets/create_skipping_index-1.0.0.sql diff --git a/server/adaptors/integrations/__data__/repository/aws_cloudfront/assets/create_table-1.0.0.sql b/server/adaptors/integrations/__data__/repository/amazon_cloudfront/assets/create_table-1.0.0.sql similarity index 100% rename from server/adaptors/integrations/__data__/repository/aws_cloudfront/assets/create_table-1.0.0.sql rename to server/adaptors/integrations/__data__/repository/amazon_cloudfront/assets/create_table-1.0.0.sql diff --git a/server/adaptors/integrations/__data__/repository/aws_cloudfront/assets/example_queries-1.0.0.ndjson b/server/adaptors/integrations/__data__/repository/amazon_cloudfront/assets/example_queries-1.0.0.ndjson similarity index 100% rename from server/adaptors/integrations/__data__/repository/aws_cloudfront/assets/example_queries-1.0.0.ndjson rename to server/adaptors/integrations/__data__/repository/amazon_cloudfront/assets/example_queries-1.0.0.ndjson diff --git a/server/adaptors/integrations/__data__/repository/aws_cloudfront/data/sample.json b/server/adaptors/integrations/__data__/repository/amazon_cloudfront/data/sample.json similarity index 100% rename from server/adaptors/integrations/__data__/repository/aws_cloudfront/data/sample.json rename to server/adaptors/integrations/__data__/repository/amazon_cloudfront/data/sample.json diff --git a/server/adaptors/integrations/__data__/repository/aws_cloudfront/info/README.md b/server/adaptors/integrations/__data__/repository/amazon_cloudfront/info/README.md similarity index 100% rename from server/adaptors/integrations/__data__/repository/aws_cloudfront/info/README.md rename to server/adaptors/integrations/__data__/repository/amazon_cloudfront/info/README.md diff --git a/server/adaptors/integrations/__data__/repository/aws_cloudfront/schemas/aws_cloudfront-1.0.0.mapping.json b/server/adaptors/integrations/__data__/repository/amazon_cloudfront/schemas/aws_cloudfront-1.0.0.mapping.json similarity index 100% rename from server/adaptors/integrations/__data__/repository/aws_cloudfront/schemas/aws_cloudfront-1.0.0.mapping.json rename to server/adaptors/integrations/__data__/repository/amazon_cloudfront/schemas/aws_cloudfront-1.0.0.mapping.json diff --git a/server/adaptors/integrations/__data__/repository/aws_cloudfront/schemas/aws_s3-1.0.0.mapping.json b/server/adaptors/integrations/__data__/repository/amazon_cloudfront/schemas/aws_s3-1.0.0.mapping.json similarity index 100% rename from server/adaptors/integrations/__data__/repository/aws_cloudfront/schemas/aws_s3-1.0.0.mapping.json rename to server/adaptors/integrations/__data__/repository/amazon_cloudfront/schemas/aws_s3-1.0.0.mapping.json diff --git a/server/adaptors/integrations/__data__/repository/aws_cloudfront/schemas/cloud-1.0.0.mapping.json b/server/adaptors/integrations/__data__/repository/amazon_cloudfront/schemas/cloud-1.0.0.mapping.json similarity index 100% rename from server/adaptors/integrations/__data__/repository/aws_cloudfront/schemas/cloud-1.0.0.mapping.json rename to server/adaptors/integrations/__data__/repository/amazon_cloudfront/schemas/cloud-1.0.0.mapping.json diff --git a/server/adaptors/integrations/__data__/repository/aws_cloudfront/schemas/logs-aws_cloudfront-1.0.0.mapping.json b/server/adaptors/integrations/__data__/repository/amazon_cloudfront/schemas/logs-aws_cloudfront-1.0.0.mapping.json similarity index 100% rename from server/adaptors/integrations/__data__/repository/aws_cloudfront/schemas/logs-aws_cloudfront-1.0.0.mapping.json rename to server/adaptors/integrations/__data__/repository/amazon_cloudfront/schemas/logs-aws_cloudfront-1.0.0.mapping.json diff --git a/server/adaptors/integrations/__data__/repository/aws_cloudfront/static/dashboard.png b/server/adaptors/integrations/__data__/repository/amazon_cloudfront/static/dashboard.png similarity index 100% rename from server/adaptors/integrations/__data__/repository/aws_cloudfront/static/dashboard.png rename to server/adaptors/integrations/__data__/repository/amazon_cloudfront/static/dashboard.png diff --git a/server/adaptors/integrations/__data__/repository/aws_cloudfront/static/logo.png b/server/adaptors/integrations/__data__/repository/amazon_cloudfront/static/logo.png similarity index 100% rename from server/adaptors/integrations/__data__/repository/aws_cloudfront/static/logo.png rename to server/adaptors/integrations/__data__/repository/amazon_cloudfront/static/logo.png diff --git a/server/adaptors/integrations/__data__/repository/aws_elb/aws_elb-1.0.0.json b/server/adaptors/integrations/__data__/repository/amazon_elb/amazon_elb-1.0.0.json similarity index 98% rename from server/adaptors/integrations/__data__/repository/aws_elb/aws_elb-1.0.0.json rename to server/adaptors/integrations/__data__/repository/amazon_elb/amazon_elb-1.0.0.json index be3b7322c..8be2d5919 100644 --- a/server/adaptors/integrations/__data__/repository/aws_elb/aws_elb-1.0.0.json +++ b/server/adaptors/integrations/__data__/repository/amazon_elb/amazon_elb-1.0.0.json @@ -1,5 +1,5 @@ { - "name": "aws_elb", + "name": "amazon_elb", "version": "1.0.0", "displayName": "Elastic Load Balancing", "description": "Analyze access logs for Elastic Load Balancing.", diff --git a/server/adaptors/integrations/__data__/repository/aws_elb/assets/aws_elb-1.0.0.ndjson b/server/adaptors/integrations/__data__/repository/amazon_elb/assets/aws_elb-1.0.0.ndjson similarity index 100% rename from server/adaptors/integrations/__data__/repository/aws_elb/assets/aws_elb-1.0.0.ndjson rename to server/adaptors/integrations/__data__/repository/amazon_elb/assets/aws_elb-1.0.0.ndjson diff --git a/server/adaptors/integrations/__data__/repository/aws_elb/assets/create_mv-1.0.0.sql b/server/adaptors/integrations/__data__/repository/amazon_elb/assets/create_mv-1.0.0.sql similarity index 100% rename from server/adaptors/integrations/__data__/repository/aws_elb/assets/create_mv-1.0.0.sql rename to server/adaptors/integrations/__data__/repository/amazon_elb/assets/create_mv-1.0.0.sql diff --git a/server/adaptors/integrations/__data__/repository/aws_elb/assets/create_skipping_index-1.0.0.sql b/server/adaptors/integrations/__data__/repository/amazon_elb/assets/create_skipping_index-1.0.0.sql similarity index 100% rename from server/adaptors/integrations/__data__/repository/aws_elb/assets/create_skipping_index-1.0.0.sql rename to server/adaptors/integrations/__data__/repository/amazon_elb/assets/create_skipping_index-1.0.0.sql diff --git a/server/adaptors/integrations/__data__/repository/aws_elb/assets/create_table-1.0.0.sql b/server/adaptors/integrations/__data__/repository/amazon_elb/assets/create_table-1.0.0.sql similarity index 100% rename from server/adaptors/integrations/__data__/repository/aws_elb/assets/create_table-1.0.0.sql rename to server/adaptors/integrations/__data__/repository/amazon_elb/assets/create_table-1.0.0.sql diff --git a/server/adaptors/integrations/__data__/repository/aws_elb/assets/example_queries-1.0.0.ndjson b/server/adaptors/integrations/__data__/repository/amazon_elb/assets/example_queries-1.0.0.ndjson similarity index 100% rename from server/adaptors/integrations/__data__/repository/aws_elb/assets/example_queries-1.0.0.ndjson rename to server/adaptors/integrations/__data__/repository/amazon_elb/assets/example_queries-1.0.0.ndjson diff --git a/server/adaptors/integrations/__data__/repository/aws_elb/data/sample.json b/server/adaptors/integrations/__data__/repository/amazon_elb/data/sample.json similarity index 100% rename from server/adaptors/integrations/__data__/repository/aws_elb/data/sample.json rename to server/adaptors/integrations/__data__/repository/amazon_elb/data/sample.json diff --git a/server/adaptors/integrations/__data__/repository/aws_elb/info/INGESTION.md b/server/adaptors/integrations/__data__/repository/amazon_elb/info/INGESTION.md similarity index 100% rename from server/adaptors/integrations/__data__/repository/aws_elb/info/INGESTION.md rename to server/adaptors/integrations/__data__/repository/amazon_elb/info/INGESTION.md diff --git a/server/adaptors/integrations/__data__/repository/aws_elb/info/README.md b/server/adaptors/integrations/__data__/repository/amazon_elb/info/README.md similarity index 100% rename from server/adaptors/integrations/__data__/repository/aws_elb/info/README.md rename to server/adaptors/integrations/__data__/repository/amazon_elb/info/README.md diff --git a/server/adaptors/integrations/__data__/repository/aws_elb/schemas/aws_elb-1.0.0.mapping.json b/server/adaptors/integrations/__data__/repository/amazon_elb/schemas/aws_elb-1.0.0.mapping.json similarity index 100% rename from server/adaptors/integrations/__data__/repository/aws_elb/schemas/aws_elb-1.0.0.mapping.json rename to server/adaptors/integrations/__data__/repository/amazon_elb/schemas/aws_elb-1.0.0.mapping.json diff --git a/server/adaptors/integrations/__data__/repository/aws_elb/schemas/cloud-1.0.0.mapping.json b/server/adaptors/integrations/__data__/repository/amazon_elb/schemas/cloud-1.0.0.mapping.json similarity index 100% rename from server/adaptors/integrations/__data__/repository/aws_elb/schemas/cloud-1.0.0.mapping.json rename to server/adaptors/integrations/__data__/repository/amazon_elb/schemas/cloud-1.0.0.mapping.json diff --git a/server/adaptors/integrations/__data__/repository/aws_elb/schemas/communication-1.0.0.mapping.json b/server/adaptors/integrations/__data__/repository/amazon_elb/schemas/communication-1.0.0.mapping.json similarity index 100% rename from server/adaptors/integrations/__data__/repository/aws_elb/schemas/communication-1.0.0.mapping.json rename to server/adaptors/integrations/__data__/repository/amazon_elb/schemas/communication-1.0.0.mapping.json diff --git a/server/adaptors/integrations/__data__/repository/aws_elb/schemas/http-1.0.0.mapping.json b/server/adaptors/integrations/__data__/repository/amazon_elb/schemas/http-1.0.0.mapping.json similarity index 100% rename from server/adaptors/integrations/__data__/repository/aws_elb/schemas/http-1.0.0.mapping.json rename to server/adaptors/integrations/__data__/repository/amazon_elb/schemas/http-1.0.0.mapping.json diff --git a/server/adaptors/integrations/__data__/repository/aws_elb/schemas/logs_elb-1.0.0.mapping.json b/server/adaptors/integrations/__data__/repository/amazon_elb/schemas/logs_elb-1.0.0.mapping.json similarity index 100% rename from server/adaptors/integrations/__data__/repository/aws_elb/schemas/logs_elb-1.0.0.mapping.json rename to server/adaptors/integrations/__data__/repository/amazon_elb/schemas/logs_elb-1.0.0.mapping.json diff --git a/server/adaptors/integrations/__data__/repository/aws_elb/schemas/url-1.0.0.mapping.json b/server/adaptors/integrations/__data__/repository/amazon_elb/schemas/url-1.0.0.mapping.json similarity index 100% rename from server/adaptors/integrations/__data__/repository/aws_elb/schemas/url-1.0.0.mapping.json rename to server/adaptors/integrations/__data__/repository/amazon_elb/schemas/url-1.0.0.mapping.json diff --git a/server/adaptors/integrations/__data__/repository/aws_elb/static/dashboard1.png b/server/adaptors/integrations/__data__/repository/amazon_elb/static/dashboard1.png similarity index 100% rename from server/adaptors/integrations/__data__/repository/aws_elb/static/dashboard1.png rename to server/adaptors/integrations/__data__/repository/amazon_elb/static/dashboard1.png diff --git a/server/adaptors/integrations/__data__/repository/aws_elb/static/logo.svg b/server/adaptors/integrations/__data__/repository/amazon_elb/static/logo.svg similarity index 100% rename from server/adaptors/integrations/__data__/repository/aws_elb/static/logo.svg rename to server/adaptors/integrations/__data__/repository/amazon_elb/static/logo.svg diff --git a/server/adaptors/integrations/__data__/repository/aws_rds/aws_rds-1.0.0.json b/server/adaptors/integrations/__data__/repository/amazon_rds/amazon_rds-1.0.0.json similarity index 97% rename from server/adaptors/integrations/__data__/repository/aws_rds/aws_rds-1.0.0.json rename to server/adaptors/integrations/__data__/repository/amazon_rds/amazon_rds-1.0.0.json index d473308c7..888a23469 100644 --- a/server/adaptors/integrations/__data__/repository/aws_rds/aws_rds-1.0.0.json +++ b/server/adaptors/integrations/__data__/repository/amazon_rds/amazon_rds-1.0.0.json @@ -1,5 +1,5 @@ { - "name": "aws_rds", + "name": "amazon_rds", "version": "1.0.0", "displayName": "Amazon Relational Database Service", "description": "Analyze RDS database logs files.", diff --git a/server/adaptors/integrations/__data__/repository/aws_rds/assets/README.md b/server/adaptors/integrations/__data__/repository/amazon_rds/assets/README.md similarity index 100% rename from server/adaptors/integrations/__data__/repository/aws_rds/assets/README.md rename to server/adaptors/integrations/__data__/repository/amazon_rds/assets/README.md diff --git a/server/adaptors/integrations/__data__/repository/aws_rds/assets/aws_rds-1.0.0.ndjson b/server/adaptors/integrations/__data__/repository/amazon_rds/assets/aws_rds-1.0.0.ndjson similarity index 100% rename from server/adaptors/integrations/__data__/repository/aws_rds/assets/aws_rds-1.0.0.ndjson rename to server/adaptors/integrations/__data__/repository/amazon_rds/assets/aws_rds-1.0.0.ndjson diff --git a/server/adaptors/integrations/__data__/repository/aws_rds/data/sample.json b/server/adaptors/integrations/__data__/repository/amazon_rds/data/sample.json similarity index 100% rename from server/adaptors/integrations/__data__/repository/aws_rds/data/sample.json rename to server/adaptors/integrations/__data__/repository/amazon_rds/data/sample.json diff --git a/server/adaptors/integrations/__data__/repository/aws_rds/info/README.md b/server/adaptors/integrations/__data__/repository/amazon_rds/info/README.md similarity index 100% rename from server/adaptors/integrations/__data__/repository/aws_rds/info/README.md rename to server/adaptors/integrations/__data__/repository/amazon_rds/info/README.md diff --git a/server/adaptors/integrations/__data__/repository/aws_rds/schemas/aws_rds-1.0.0.mapping.json b/server/adaptors/integrations/__data__/repository/amazon_rds/schemas/aws_rds-1.0.0.mapping.json similarity index 100% rename from server/adaptors/integrations/__data__/repository/aws_rds/schemas/aws_rds-1.0.0.mapping.json rename to server/adaptors/integrations/__data__/repository/amazon_rds/schemas/aws_rds-1.0.0.mapping.json diff --git a/server/adaptors/integrations/__data__/repository/aws_rds/schemas/aws_s3-1.0.0.mapping.json b/server/adaptors/integrations/__data__/repository/amazon_rds/schemas/aws_s3-1.0.0.mapping.json similarity index 100% rename from server/adaptors/integrations/__data__/repository/aws_rds/schemas/aws_s3-1.0.0.mapping.json rename to server/adaptors/integrations/__data__/repository/amazon_rds/schemas/aws_s3-1.0.0.mapping.json diff --git a/server/adaptors/integrations/__data__/repository/aws_rds/schemas/cloud-1.0.0.mapping.json b/server/adaptors/integrations/__data__/repository/amazon_rds/schemas/cloud-1.0.0.mapping.json similarity index 100% rename from server/adaptors/integrations/__data__/repository/aws_rds/schemas/cloud-1.0.0.mapping.json rename to server/adaptors/integrations/__data__/repository/amazon_rds/schemas/cloud-1.0.0.mapping.json diff --git a/server/adaptors/integrations/__data__/repository/aws_rds/schemas/logs_rds-1.0.0.mapping.json b/server/adaptors/integrations/__data__/repository/amazon_rds/schemas/logs_rds-1.0.0.mapping.json similarity index 100% rename from server/adaptors/integrations/__data__/repository/aws_rds/schemas/logs_rds-1.0.0.mapping.json rename to server/adaptors/integrations/__data__/repository/amazon_rds/schemas/logs_rds-1.0.0.mapping.json diff --git a/server/adaptors/integrations/__data__/repository/aws_rds/static/aws-rds-icon.png b/server/adaptors/integrations/__data__/repository/amazon_rds/static/aws-rds-icon.png similarity index 100% rename from server/adaptors/integrations/__data__/repository/aws_rds/static/aws-rds-icon.png rename to server/adaptors/integrations/__data__/repository/amazon_rds/static/aws-rds-icon.png diff --git a/server/adaptors/integrations/__data__/repository/aws_rds/static/dashboard.png b/server/adaptors/integrations/__data__/repository/amazon_rds/static/dashboard.png similarity index 100% rename from server/adaptors/integrations/__data__/repository/aws_rds/static/dashboard.png rename to server/adaptors/integrations/__data__/repository/amazon_rds/static/dashboard.png diff --git a/server/adaptors/integrations/__data__/repository/aws_s3/aws_s3-1.0.0.json b/server/adaptors/integrations/__data__/repository/amazon_s3/amazon_s3-1.0.0.json similarity index 98% rename from server/adaptors/integrations/__data__/repository/aws_s3/aws_s3-1.0.0.json rename to server/adaptors/integrations/__data__/repository/amazon_s3/amazon_s3-1.0.0.json index d1d8c1307..4e1673420 100644 --- a/server/adaptors/integrations/__data__/repository/aws_s3/aws_s3-1.0.0.json +++ b/server/adaptors/integrations/__data__/repository/amazon_s3/amazon_s3-1.0.0.json @@ -1,5 +1,5 @@ { - "name": "aws_s3", + "name": "amazon_s3", "version": "1.0.0", "displayName": "Amazon S3", "description": "Analyze Amazon S3 server logs.", diff --git a/server/adaptors/integrations/__data__/repository/aws_s3/assets/aws_s3-1.0.0.ndjson b/server/adaptors/integrations/__data__/repository/amazon_s3/assets/aws_s3-1.0.0.ndjson similarity index 100% rename from server/adaptors/integrations/__data__/repository/aws_s3/assets/aws_s3-1.0.0.ndjson rename to server/adaptors/integrations/__data__/repository/amazon_s3/assets/aws_s3-1.0.0.ndjson diff --git a/server/adaptors/integrations/__data__/repository/aws_s3/assets/create_mv-1.0.0.sql b/server/adaptors/integrations/__data__/repository/amazon_s3/assets/create_mv-1.0.0.sql similarity index 100% rename from server/adaptors/integrations/__data__/repository/aws_s3/assets/create_mv-1.0.0.sql rename to server/adaptors/integrations/__data__/repository/amazon_s3/assets/create_mv-1.0.0.sql diff --git a/server/adaptors/integrations/__data__/repository/aws_s3/assets/create_skipping_index-1.0.0.sql b/server/adaptors/integrations/__data__/repository/amazon_s3/assets/create_skipping_index-1.0.0.sql similarity index 100% rename from server/adaptors/integrations/__data__/repository/aws_s3/assets/create_skipping_index-1.0.0.sql rename to server/adaptors/integrations/__data__/repository/amazon_s3/assets/create_skipping_index-1.0.0.sql diff --git a/server/adaptors/integrations/__data__/repository/aws_s3/assets/create_table-1.0.0.sql b/server/adaptors/integrations/__data__/repository/amazon_s3/assets/create_table-1.0.0.sql similarity index 100% rename from server/adaptors/integrations/__data__/repository/aws_s3/assets/create_table-1.0.0.sql rename to server/adaptors/integrations/__data__/repository/amazon_s3/assets/create_table-1.0.0.sql diff --git a/server/adaptors/integrations/__data__/repository/aws_s3/assets/example_queries-1.0.0.ndjson b/server/adaptors/integrations/__data__/repository/amazon_s3/assets/example_queries-1.0.0.ndjson similarity index 100% rename from server/adaptors/integrations/__data__/repository/aws_s3/assets/example_queries-1.0.0.ndjson rename to server/adaptors/integrations/__data__/repository/amazon_s3/assets/example_queries-1.0.0.ndjson diff --git a/server/adaptors/integrations/__data__/repository/aws_s3/data/sample.json b/server/adaptors/integrations/__data__/repository/amazon_s3/data/sample.json similarity index 100% rename from server/adaptors/integrations/__data__/repository/aws_s3/data/sample.json rename to server/adaptors/integrations/__data__/repository/amazon_s3/data/sample.json diff --git a/server/adaptors/integrations/__data__/repository/aws_s3/info/README.md b/server/adaptors/integrations/__data__/repository/amazon_s3/info/README.md similarity index 100% rename from server/adaptors/integrations/__data__/repository/aws_s3/info/README.md rename to server/adaptors/integrations/__data__/repository/amazon_s3/info/README.md diff --git a/server/adaptors/integrations/__data__/repository/aws_s3/schemas/aws_s3-1.0.0.mapping.json b/server/adaptors/integrations/__data__/repository/amazon_s3/schemas/aws_s3-1.0.0.mapping.json similarity index 100% rename from server/adaptors/integrations/__data__/repository/aws_s3/schemas/aws_s3-1.0.0.mapping.json rename to server/adaptors/integrations/__data__/repository/amazon_s3/schemas/aws_s3-1.0.0.mapping.json diff --git a/server/adaptors/integrations/__data__/repository/aws_s3/schemas/cloud-1.0.0.mapping.json b/server/adaptors/integrations/__data__/repository/amazon_s3/schemas/cloud-1.0.0.mapping.json similarity index 100% rename from server/adaptors/integrations/__data__/repository/aws_s3/schemas/cloud-1.0.0.mapping.json rename to server/adaptors/integrations/__data__/repository/amazon_s3/schemas/cloud-1.0.0.mapping.json diff --git a/server/adaptors/integrations/__data__/repository/aws_s3/schemas/logs_s3-1.0.0.mapping.json b/server/adaptors/integrations/__data__/repository/amazon_s3/schemas/logs_s3-1.0.0.mapping.json similarity index 100% rename from server/adaptors/integrations/__data__/repository/aws_s3/schemas/logs_s3-1.0.0.mapping.json rename to server/adaptors/integrations/__data__/repository/amazon_s3/schemas/logs_s3-1.0.0.mapping.json diff --git a/server/adaptors/integrations/__data__/repository/aws_s3/static/dashboard.png b/server/adaptors/integrations/__data__/repository/amazon_s3/static/dashboard.png similarity index 100% rename from server/adaptors/integrations/__data__/repository/aws_s3/static/dashboard.png rename to server/adaptors/integrations/__data__/repository/amazon_s3/static/dashboard.png diff --git a/server/adaptors/integrations/__data__/repository/aws_s3/static/logo.png b/server/adaptors/integrations/__data__/repository/amazon_s3/static/logo.png similarity index 100% rename from server/adaptors/integrations/__data__/repository/aws_s3/static/logo.png rename to server/adaptors/integrations/__data__/repository/amazon_s3/static/logo.png diff --git a/server/adaptors/integrations/__data__/repository/aws_vpc_flow/aws_vpc_flow-1.0.0.json b/server/adaptors/integrations/__data__/repository/amazon_vpc_flow/amazon_vpc_flow-1.0.0.json similarity index 99% rename from server/adaptors/integrations/__data__/repository/aws_vpc_flow/aws_vpc_flow-1.0.0.json rename to server/adaptors/integrations/__data__/repository/amazon_vpc_flow/amazon_vpc_flow-1.0.0.json index 53eea4118..08091fefc 100644 --- a/server/adaptors/integrations/__data__/repository/aws_vpc_flow/aws_vpc_flow-1.0.0.json +++ b/server/adaptors/integrations/__data__/repository/amazon_vpc_flow/amazon_vpc_flow-1.0.0.json @@ -1,5 +1,5 @@ { - "name": "aws_vpc_flow", + "name": "amazon_vpc_flow", "version": "1.0.0", "displayName": "Amazon VPC", "description": "Monitor IP traffic with VPC Flow Logs.", diff --git a/server/adaptors/integrations/__data__/repository/aws_vpc_flow/assets/README.md b/server/adaptors/integrations/__data__/repository/amazon_vpc_flow/assets/README.md similarity index 100% rename from server/adaptors/integrations/__data__/repository/aws_vpc_flow/assets/README.md rename to server/adaptors/integrations/__data__/repository/amazon_vpc_flow/assets/README.md diff --git a/server/adaptors/integrations/__data__/repository/aws_vpc_flow/assets/aws_vpc_flow-1.0.0.ndjson b/server/adaptors/integrations/__data__/repository/amazon_vpc_flow/assets/aws_vpc_flow-1.0.0.ndjson similarity index 100% rename from server/adaptors/integrations/__data__/repository/aws_vpc_flow/assets/aws_vpc_flow-1.0.0.ndjson rename to server/adaptors/integrations/__data__/repository/amazon_vpc_flow/assets/aws_vpc_flow-1.0.0.ndjson diff --git a/server/adaptors/integrations/__data__/repository/aws_vpc_flow/assets/aws_vpc_flow_flint-live-1.0.0.ndjson b/server/adaptors/integrations/__data__/repository/amazon_vpc_flow/assets/aws_vpc_flow_flint-live-1.0.0.ndjson similarity index 100% rename from server/adaptors/integrations/__data__/repository/aws_vpc_flow/assets/aws_vpc_flow_flint-live-1.0.0.ndjson rename to server/adaptors/integrations/__data__/repository/amazon_vpc_flow/assets/aws_vpc_flow_flint-live-1.0.0.ndjson diff --git a/server/adaptors/integrations/__data__/repository/aws_vpc_flow/assets/aws_vpc_flow_flint-pre_agg-1.0.0.ndjson b/server/adaptors/integrations/__data__/repository/amazon_vpc_flow/assets/aws_vpc_flow_flint-pre_agg-1.0.0.ndjson similarity index 100% rename from server/adaptors/integrations/__data__/repository/aws_vpc_flow/assets/aws_vpc_flow_flint-pre_agg-1.0.0.ndjson rename to server/adaptors/integrations/__data__/repository/amazon_vpc_flow/assets/aws_vpc_flow_flint-pre_agg-1.0.0.ndjson diff --git a/server/adaptors/integrations/__data__/repository/aws_vpc_flow/assets/create_mv_vpc-1.0.0.sql b/server/adaptors/integrations/__data__/repository/amazon_vpc_flow/assets/create_mv_vpc-1.0.0.sql similarity index 100% rename from server/adaptors/integrations/__data__/repository/aws_vpc_flow/assets/create_mv_vpc-1.0.0.sql rename to server/adaptors/integrations/__data__/repository/amazon_vpc_flow/assets/create_mv_vpc-1.0.0.sql diff --git a/server/adaptors/integrations/__data__/repository/aws_vpc_flow/assets/create_skipping_index-1.0.0.sql b/server/adaptors/integrations/__data__/repository/amazon_vpc_flow/assets/create_skipping_index-1.0.0.sql similarity index 100% rename from server/adaptors/integrations/__data__/repository/aws_vpc_flow/assets/create_skipping_index-1.0.0.sql rename to server/adaptors/integrations/__data__/repository/amazon_vpc_flow/assets/create_skipping_index-1.0.0.sql diff --git a/server/adaptors/integrations/__data__/repository/aws_vpc_flow/assets/create_table_parquet_vpc-1.0.0.sql b/server/adaptors/integrations/__data__/repository/amazon_vpc_flow/assets/create_table_parquet_vpc-1.0.0.sql similarity index 100% rename from server/adaptors/integrations/__data__/repository/aws_vpc_flow/assets/create_table_parquet_vpc-1.0.0.sql rename to 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server/adaptors/integrations/__data__/repository/aws_vpc_flow/assets/vpc_agg_60min_connections_refresh-1.0.0.sql rename to server/adaptors/integrations/__data__/repository/amazon_vpc_flow/assets/vpc_agg_60min_connections_refresh-1.0.0.sql diff --git a/server/adaptors/integrations/__data__/repository/aws_vpc_flow/assets/vpc_live_all_mv-1.0.0.sql b/server/adaptors/integrations/__data__/repository/amazon_vpc_flow/assets/vpc_live_all_mv-1.0.0.sql similarity index 100% rename from server/adaptors/integrations/__data__/repository/aws_vpc_flow/assets/vpc_live_all_mv-1.0.0.sql rename to server/adaptors/integrations/__data__/repository/amazon_vpc_flow/assets/vpc_live_all_mv-1.0.0.sql diff --git a/server/adaptors/integrations/__data__/repository/aws_vpc_flow/assets/vpc_live_week_mv-1.0.0.sql b/server/adaptors/integrations/__data__/repository/amazon_vpc_flow/assets/vpc_live_week_mv-1.0.0.sql similarity index 100% rename from server/adaptors/integrations/__data__/repository/aws_vpc_flow/assets/vpc_live_week_mv-1.0.0.sql rename to server/adaptors/integrations/__data__/repository/amazon_vpc_flow/assets/vpc_live_week_mv-1.0.0.sql diff --git a/server/adaptors/integrations/__data__/repository/aws_vpc_flow/assets/vpc_live_week_refresh-1.0.0.sql b/server/adaptors/integrations/__data__/repository/amazon_vpc_flow/assets/vpc_live_week_refresh-1.0.0.sql similarity index 100% rename from server/adaptors/integrations/__data__/repository/aws_vpc_flow/assets/vpc_live_week_refresh-1.0.0.sql rename to server/adaptors/integrations/__data__/repository/amazon_vpc_flow/assets/vpc_live_week_refresh-1.0.0.sql diff --git a/server/adaptors/integrations/__data__/repository/aws_vpc_flow/assets/vpc_window-agg_60min_dest_ip_cardinality_mv-1.0.0.sql b/server/adaptors/integrations/__data__/repository/amazon_vpc_flow/assets/vpc_window-agg_60min_dest_ip_cardinality_mv-1.0.0.sql similarity index 100% rename from server/adaptors/integrations/__data__/repository/aws_vpc_flow/assets/vpc_window-agg_60min_dest_ip_cardinality_mv-1.0.0.sql rename to server/adaptors/integrations/__data__/repository/amazon_vpc_flow/assets/vpc_window-agg_60min_dest_ip_cardinality_mv-1.0.0.sql diff --git a/server/adaptors/integrations/__data__/repository/aws_vpc_flow/assets/vpc_window-agg_60min_dest_ip_cardinality_refresh-1.0.0.sql b/server/adaptors/integrations/__data__/repository/amazon_vpc_flow/assets/vpc_window-agg_60min_dest_ip_cardinality_refresh-1.0.0.sql similarity index 100% rename from server/adaptors/integrations/__data__/repository/aws_vpc_flow/assets/vpc_window-agg_60min_dest_ip_cardinality_refresh-1.0.0.sql rename to server/adaptors/integrations/__data__/repository/amazon_vpc_flow/assets/vpc_window-agg_60min_dest_ip_cardinality_refresh-1.0.0.sql diff --git a/server/adaptors/integrations/__data__/repository/aws_vpc_flow/assets/vpc_window-agg_60min_dest_ip_total-bytes_mv-1.0.0.sql b/server/adaptors/integrations/__data__/repository/amazon_vpc_flow/assets/vpc_window-agg_60min_dest_ip_total-bytes_mv-1.0.0.sql similarity index 100% rename from server/adaptors/integrations/__data__/repository/aws_vpc_flow/assets/vpc_window-agg_60min_dest_ip_total-bytes_mv-1.0.0.sql rename to server/adaptors/integrations/__data__/repository/amazon_vpc_flow/assets/vpc_window-agg_60min_dest_ip_total-bytes_mv-1.0.0.sql diff --git a/server/adaptors/integrations/__data__/repository/aws_vpc_flow/assets/vpc_window-agg_60min_dest_ip_total-bytes_refresh-1.0.0.sql b/server/adaptors/integrations/__data__/repository/amazon_vpc_flow/assets/vpc_window-agg_60min_dest_ip_total-bytes_refresh-1.0.0.sql similarity index 100% rename from server/adaptors/integrations/__data__/repository/aws_vpc_flow/assets/vpc_window-agg_60min_dest_ip_total-bytes_refresh-1.0.0.sql rename to server/adaptors/integrations/__data__/repository/amazon_vpc_flow/assets/vpc_window-agg_60min_dest_ip_total-bytes_refresh-1.0.0.sql diff --git a/server/adaptors/integrations/__data__/repository/aws_vpc_flow/data/sample.json b/server/adaptors/integrations/__data__/repository/amazon_vpc_flow/data/sample.json similarity index 100% rename from server/adaptors/integrations/__data__/repository/aws_vpc_flow/data/sample.json rename to server/adaptors/integrations/__data__/repository/amazon_vpc_flow/data/sample.json diff --git a/server/adaptors/integrations/__data__/repository/aws_vpc_flow/info/Flint-Integration.md b/server/adaptors/integrations/__data__/repository/amazon_vpc_flow/info/Flint-Integration.md similarity index 100% rename from server/adaptors/integrations/__data__/repository/aws_vpc_flow/info/Flint-Integration.md rename to server/adaptors/integrations/__data__/repository/amazon_vpc_flow/info/Flint-Integration.md diff --git a/server/adaptors/integrations/__data__/repository/aws_vpc_flow/info/README.md b/server/adaptors/integrations/__data__/repository/amazon_vpc_flow/info/README.md similarity index 100% rename from server/adaptors/integrations/__data__/repository/aws_vpc_flow/info/README.md rename to server/adaptors/integrations/__data__/repository/amazon_vpc_flow/info/README.md diff --git a/server/adaptors/integrations/__data__/repository/aws_vpc_flow/schemas/aws_s3-1.0.0.mapping.json b/server/adaptors/integrations/__data__/repository/amazon_vpc_flow/schemas/aws_s3-1.0.0.mapping.json similarity index 100% rename from server/adaptors/integrations/__data__/repository/aws_vpc_flow/schemas/aws_s3-1.0.0.mapping.json rename to server/adaptors/integrations/__data__/repository/amazon_vpc_flow/schemas/aws_s3-1.0.0.mapping.json diff --git a/server/adaptors/integrations/__data__/repository/aws_vpc_flow/schemas/aws_vpc_flow-1.0.0.mapping.json b/server/adaptors/integrations/__data__/repository/amazon_vpc_flow/schemas/aws_vpc_flow-1.0.0.mapping.json similarity index 100% rename from server/adaptors/integrations/__data__/repository/aws_vpc_flow/schemas/aws_vpc_flow-1.0.0.mapping.json rename to server/adaptors/integrations/__data__/repository/amazon_vpc_flow/schemas/aws_vpc_flow-1.0.0.mapping.json diff --git a/server/adaptors/integrations/__data__/repository/aws_vpc_flow/schemas/cloud-1.0.0.mapping.json b/server/adaptors/integrations/__data__/repository/amazon_vpc_flow/schemas/cloud-1.0.0.mapping.json similarity index 100% rename from server/adaptors/integrations/__data__/repository/aws_vpc_flow/schemas/cloud-1.0.0.mapping.json rename to server/adaptors/integrations/__data__/repository/amazon_vpc_flow/schemas/cloud-1.0.0.mapping.json diff --git a/server/adaptors/integrations/__data__/repository/aws_vpc_flow/schemas/communication-1.0.0.mapping.json b/server/adaptors/integrations/__data__/repository/amazon_vpc_flow/schemas/communication-1.0.0.mapping.json similarity index 100% rename from server/adaptors/integrations/__data__/repository/aws_vpc_flow/schemas/communication-1.0.0.mapping.json rename to server/adaptors/integrations/__data__/repository/amazon_vpc_flow/schemas/communication-1.0.0.mapping.json diff --git a/server/adaptors/integrations/__data__/repository/aws_vpc_flow/schemas/logs_vpc-1.0.0.mapping.json b/server/adaptors/integrations/__data__/repository/amazon_vpc_flow/schemas/logs_vpc-1.0.0.mapping.json similarity index 100% rename from server/adaptors/integrations/__data__/repository/aws_vpc_flow/schemas/logs_vpc-1.0.0.mapping.json rename to server/adaptors/integrations/__data__/repository/amazon_vpc_flow/schemas/logs_vpc-1.0.0.mapping.json diff --git a/server/adaptors/integrations/__data__/repository/aws_vpc_flow/static/dashboard1.png b/server/adaptors/integrations/__data__/repository/amazon_vpc_flow/static/dashboard1.png similarity index 100% rename from server/adaptors/integrations/__data__/repository/aws_vpc_flow/static/dashboard1.png rename to server/adaptors/integrations/__data__/repository/amazon_vpc_flow/static/dashboard1.png diff --git a/server/adaptors/integrations/__data__/repository/aws_vpc_flow/static/logo.svg b/server/adaptors/integrations/__data__/repository/amazon_vpc_flow/static/logo.svg similarity index 100% rename from server/adaptors/integrations/__data__/repository/aws_vpc_flow/static/logo.svg rename to server/adaptors/integrations/__data__/repository/amazon_vpc_flow/static/logo.svg From 4450b23a10b0ead44a03c99f2cf6e185babe73c6 Mon Sep 17 00:00:00 2001 From: YANGDB Date: Tue, 30 Apr 2024 17:53:34 -0700 Subject: [PATCH 19/28] Fix metrics single data-point visability (#1781) * fix single data-point not showing in metrics analytics Signed-off-by: YANGDB * fix single data-point not showing in metrics analytics Signed-off-by: YANGDB --------- Signed-off-by: YANGDB --- common/constants/shared.ts | 4 ++-- public/components/visualizations/plotly/plot.tsx | 8 ++++++++ 2 files changed, 10 insertions(+), 2 deletions(-) diff --git a/common/constants/shared.ts b/common/constants/shared.ts index d9373b4f8..9126d5eae 100644 --- a/common/constants/shared.ts +++ b/common/constants/shared.ts @@ -216,11 +216,11 @@ export interface DefaultChartStylesProps { } export const DEFAULT_CHART_STYLES: DefaultChartStylesProps = { - DefaultModeLine: 'lines', + DefaultModeLine: 'lines+markers', Interpolation: 'spline', LineWidth: 0, FillOpacity: 100, - MarkerSize: 5, + MarkerSize: 25, ShowLegend: 'show', LegendPosition: 'v', LabelAngle: 0, diff --git a/public/components/visualizations/plotly/plot.tsx b/public/components/visualizations/plotly/plot.tsx index 0755f6424..e39f0a390 100644 --- a/public/components/visualizations/plotly/plot.tsx +++ b/public/components/visualizations/plotly/plot.tsx @@ -54,6 +54,14 @@ export function Plt(props: PltProps) { zeroline: false, rangemode: 'normal', }, + layout: { + annotations: [ + { + showarrow: true, + xanchor: 'right', + }, + ], + }, ...darkLayout, ...props.layout, }; From f1b920cc35fecb7e96203d7469af51b75dc2e6be Mon Sep 17 00:00:00 2001 From: Simeon Widdis Date: Wed, 1 May 2024 12:05:29 -0700 Subject: [PATCH 20/28] Fix all the tests (#1792) Signed-off-by: Simeon Widdis --- .../__snapshots__/flyout.test.tsx.snap | 8 ++++ .../__snapshots__/utils.test.tsx.snap | 44 ++++++++++++++----- .../__snapshots__/config_panel.test.tsx.snap | 4 +- .../service_map_scale.test.tsx.snap | 8 ++++ .../dashboard_table.test.tsx.snap | 8 ++++ .../top_latency_table.test.tsx.snap | 8 ++++ .../service_breakdown_panel.test.tsx.snap | 8 ++++ .../span_detail_panel.test.tsx.snap | 8 ++++ .../__tests__/__snapshots__/bar.test.tsx.snap | 8 ++++ .../__snapshots__/heatmap.test.tsx.snap | 8 ++++ .../__snapshots__/histogram.test.tsx.snap | 8 ++++ .../horizontal_bar.test.tsx.snap | 8 ++++ .../__snapshots__/line.test.tsx.snap | 8 ++++ .../__tests__/__snapshots__/pie.test.tsx.snap | 8 ++++ .../__snapshots__/treemap.test.tsx.snap | 8 ++++ .../__snapshots__/plotly.test.tsx.snap | 8 ++++ 16 files changed, 148 insertions(+), 12 deletions(-) diff --git a/public/components/application_analytics/__tests__/__snapshots__/flyout.test.tsx.snap b/public/components/application_analytics/__tests__/__snapshots__/flyout.test.tsx.snap index 619b7b293..53f48a7e1 100644 --- a/public/components/application_analytics/__tests__/__snapshots__/flyout.test.tsx.snap +++ b/public/components/application_analytics/__tests__/__snapshots__/flyout.test.tsx.snap @@ -1059,6 +1059,14 @@ exports[`Trace Detail Render Flyout component render trace detail 1`] = ` "barmode": "stack", "height": 60, "hovermode": "closest", + "layout": Object { + "annotations": Array [ + Object { + "showarrow": true, + "xanchor": "right", + }, + ], + }, "legend": Object { "orientation": "h", "traceorder": "normal", diff --git a/public/components/custom_panels/helpers/__tests__/__snapshots__/utils.test.tsx.snap b/public/components/custom_panels/helpers/__tests__/__snapshots__/utils.test.tsx.snap index 0d5e2e56a..b1e1f548d 100644 --- a/public/components/custom_panels/helpers/__tests__/__snapshots__/utils.test.tsx.snap +++ b/public/components/custom_panels/helpers/__tests__/__snapshots__/utils.test.tsx.snap @@ -1546,6 +1546,14 @@ exports[`Utils helper functions renders displayVisualization function 1`] = ` ], "height": 1180, "hovermode": "closest", + "layout": Object { + "annotations": Array [ + Object { + "showarrow": true, + "xanchor": "right", + }, + ], + }, "legend": Object { "orientation": "v", "traceorder": "normal", @@ -1909,7 +1917,7 @@ exports[`Utils helper functions renders displayVisualization function 2`] = ` "props": Object { "defaultSelections": Array [ Object { - "id": "lines", + "id": "lines+markers", "name": "Lines", }, ], @@ -1983,7 +1991,7 @@ exports[`Utils helper functions renders displayVisualization function 2`] = ` }, Object { "component": [Function], - "defaultState": 5, + "defaultState": 25, "eleType": "slider", "mapTo": "pointSize", "name": "Point size", @@ -2425,7 +2433,7 @@ exports[`Utils helper functions renders displayVisualization function 2`] = ` "props": Object { "defaultSelections": Array [ Object { - "id": "lines", + "id": "lines+markers", "name": "Lines", }, ], @@ -2499,7 +2507,7 @@ exports[`Utils helper functions renders displayVisualization function 2`] = ` }, Object { "component": [Function], - "defaultState": 5, + "defaultState": 25, "eleType": "slider", "mapTo": "pointSize", "name": "Point size", @@ -2995,7 +3003,7 @@ exports[`Utils helper functions renders displayVisualization function 2`] = ` "props": Object { "defaultSelections": Array [ Object { - "id": "lines", + "id": "lines+markers", "name": "Lines", }, ], @@ -3069,7 +3077,7 @@ exports[`Utils helper functions renders displayVisualization function 2`] = ` }, Object { "component": [Function], - "defaultState": 5, + "defaultState": 25, "eleType": "slider", "mapTo": "pointSize", "name": "Point size", @@ -3235,9 +3243,9 @@ exports[`Utils helper functions renders displayVisualization function 2`] = ` "color": "#3CA1C7", "width": 0, }, - "size": 5, + "size": 25, }, - "mode": "lines", + "mode": "lines+markers", "name": "avg(machine.ram)", "type": "line", "x": Array [ @@ -3338,9 +3346,9 @@ exports[`Utils helper functions renders displayVisualization function 2`] = ` "color": "#3CA1C7", "width": 0, }, - "size": 5, + "size": 25, }, - "mode": "lines", + "mode": "lines+markers", "name": "avg(machine.ram)", "type": "line", "x": Array [ @@ -3385,6 +3393,14 @@ exports[`Utils helper functions renders displayVisualization function 2`] = ` ], "height": 1180, "hovermode": "closest", + "layout": Object { + "annotations": Array [ + Object { + "showarrow": true, + "xanchor": "right", + }, + ], + }, "legend": Object { "orientation": "v", "traceorder": "normal", @@ -4983,6 +4999,14 @@ exports[`Utils helper functions renders displayVisualization function 3`] = ` ], "height": 1180, "hovermode": "closest", + "layout": Object { + "annotations": Array [ + Object { + "showarrow": true, + "xanchor": "right", + }, + ], + }, "legend": Object { "orientation": "v", "traceorder": "normal", diff --git a/public/components/event_analytics/explorer/visualizations/config_panel/__tests__/__snapshots__/config_panel.test.tsx.snap b/public/components/event_analytics/explorer/visualizations/config_panel/__tests__/__snapshots__/config_panel.test.tsx.snap index 951ef271e..1c8c8ecd6 100644 --- a/public/components/event_analytics/explorer/visualizations/config_panel/__tests__/__snapshots__/config_panel.test.tsx.snap +++ b/public/components/event_analytics/explorer/visualizations/config_panel/__tests__/__snapshots__/config_panel.test.tsx.snap @@ -1434,7 +1434,7 @@ exports[`Config panel component Renders config panel with visualization data 1`] "props": Object { "defaultSelections": Array [ Object { - "id": "lines", + "id": "lines+markers", "name": "Lines", }, ], @@ -1508,7 +1508,7 @@ exports[`Config panel component Renders config panel with visualization data 1`] }, Object { "component": [Function], - "defaultState": 5, + "defaultState": 25, "eleType": "slider", "mapTo": "pointSize", "name": "Point size", diff --git a/public/components/trace_analytics/components/common/plots/__tests__/__snapshots__/service_map_scale.test.tsx.snap b/public/components/trace_analytics/components/common/plots/__tests__/__snapshots__/service_map_scale.test.tsx.snap index 30ed8d0d4..8c75b6512 100644 --- a/public/components/trace_analytics/components/common/plots/__tests__/__snapshots__/service_map_scale.test.tsx.snap +++ b/public/components/trace_analytics/components/common/plots/__tests__/__snapshots__/service_map_scale.test.tsx.snap @@ -170,6 +170,14 @@ exports[`Service map scale component renders service map scale plot 1`] = ` "barmode": "stack", "height": 270, "hovermode": "closest", + "layout": Object { + "annotations": Array [ + Object { + "showarrow": true, + "xanchor": "right", + }, + ], + }, "legend": Object { "orientation": "h", "traceorder": "normal", diff --git a/public/components/trace_analytics/components/dashboard/__tests__/__snapshots__/dashboard_table.test.tsx.snap b/public/components/trace_analytics/components/dashboard/__tests__/__snapshots__/dashboard_table.test.tsx.snap index 082b5caf2..d6b17d1f8 100644 --- a/public/components/trace_analytics/components/dashboard/__tests__/__snapshots__/dashboard_table.test.tsx.snap +++ b/public/components/trace_analytics/components/dashboard/__tests__/__snapshots__/dashboard_table.test.tsx.snap @@ -2300,6 +2300,14 @@ exports[`Dashboard table component renders dashboard table 1`] = ` "barmode": "stack", "height": 15, "hovermode": "closest", + "layout": Object { + "annotations": Array [ + Object { + "showarrow": true, + "xanchor": "right", + }, + ], + }, "legend": Object { "orientation": "h", "traceorder": "normal", diff --git a/public/components/trace_analytics/components/dashboard/__tests__/__snapshots__/top_latency_table.test.tsx.snap b/public/components/trace_analytics/components/dashboard/__tests__/__snapshots__/top_latency_table.test.tsx.snap index edcc7059d..5907b021b 100644 --- a/public/components/trace_analytics/components/dashboard/__tests__/__snapshots__/top_latency_table.test.tsx.snap +++ b/public/components/trace_analytics/components/dashboard/__tests__/__snapshots__/top_latency_table.test.tsx.snap @@ -2379,6 +2379,14 @@ exports[`Latency Table component renders top error rates table with data 1`] = ` "barmode": "stack", "height": 15, "hovermode": "closest", + "layout": Object { + "annotations": Array [ + Object { + "showarrow": true, + "xanchor": "right", + }, + ], + }, "legend": Object { "orientation": "h", "traceorder": "normal", diff --git a/public/components/trace_analytics/components/traces/__tests__/__snapshots__/service_breakdown_panel.test.tsx.snap b/public/components/trace_analytics/components/traces/__tests__/__snapshots__/service_breakdown_panel.test.tsx.snap index 9024b9fa8..693155830 100644 --- a/public/components/trace_analytics/components/traces/__tests__/__snapshots__/service_breakdown_panel.test.tsx.snap +++ b/public/components/trace_analytics/components/traces/__tests__/__snapshots__/service_breakdown_panel.test.tsx.snap @@ -199,6 +199,14 @@ exports[`Service breakdown panel component renders service breakdown panel 1`] = "barmode": "stack", "height": 200, "hovermode": "closest", + "layout": Object { + "annotations": Array [ + Object { + "showarrow": true, + "xanchor": "right", + }, + ], + }, "legend": Object { "orientation": "h", "traceorder": "normal", diff --git a/public/components/trace_analytics/components/traces/__tests__/__snapshots__/span_detail_panel.test.tsx.snap b/public/components/trace_analytics/components/traces/__tests__/__snapshots__/span_detail_panel.test.tsx.snap index 9c05f6040..81b1ea3c2 100644 --- a/public/components/trace_analytics/components/traces/__tests__/__snapshots__/span_detail_panel.test.tsx.snap +++ b/public/components/trace_analytics/components/traces/__tests__/__snapshots__/span_detail_panel.test.tsx.snap @@ -460,6 +460,14 @@ exports[`Service breakdown panel component renders service breakdown panel 1`] = "barmode": "stack", "height": 110, "hovermode": "closest", + "layout": Object { + "annotations": Array [ + Object { + "showarrow": true, + "xanchor": "right", + }, + ], + }, "legend": Object { "orientation": "h", "traceorder": "normal", diff --git a/public/components/visualizations/charts/__tests__/__snapshots__/bar.test.tsx.snap b/public/components/visualizations/charts/__tests__/__snapshots__/bar.test.tsx.snap index 4ef2438dc..9a8969dba 100644 --- a/public/components/visualizations/charts/__tests__/__snapshots__/bar.test.tsx.snap +++ b/public/components/visualizations/charts/__tests__/__snapshots__/bar.test.tsx.snap @@ -760,6 +760,14 @@ exports[`Veritcal Bar component Renders veritcal bar component 1`] = ` ], "height": 220, "hovermode": "closest", + "layout": Object { + "annotations": Array [ + Object { + "showarrow": true, + "xanchor": "right", + }, + ], + }, "legend": Object { "orientation": "v", }, diff --git a/public/components/visualizations/charts/__tests__/__snapshots__/heatmap.test.tsx.snap b/public/components/visualizations/charts/__tests__/__snapshots__/heatmap.test.tsx.snap index 96158b2b1..9c8fae85f 100644 --- a/public/components/visualizations/charts/__tests__/__snapshots__/heatmap.test.tsx.snap +++ b/public/components/visualizations/charts/__tests__/__snapshots__/heatmap.test.tsx.snap @@ -767,6 +767,14 @@ exports[`Heatmap component Renders heatmap component 1`] = ` ], "height": 220, "hovermode": "closest", + "layout": Object { + "annotations": Array [ + Object { + "showarrow": true, + "xanchor": "right", + }, + ], + }, "legend": Object { "orientation": "h", "traceorder": "normal", diff --git a/public/components/visualizations/charts/__tests__/__snapshots__/histogram.test.tsx.snap b/public/components/visualizations/charts/__tests__/__snapshots__/histogram.test.tsx.snap index 0b52d7222..7bf2d6bdf 100644 --- a/public/components/visualizations/charts/__tests__/__snapshots__/histogram.test.tsx.snap +++ b/public/components/visualizations/charts/__tests__/__snapshots__/histogram.test.tsx.snap @@ -771,6 +771,14 @@ exports[`Histogram component Renders histogram component 1`] = ` ], "height": 220, "hovermode": "closest", + "layout": Object { + "annotations": Array [ + Object { + "showarrow": true, + "xanchor": "right", + }, + ], + }, "legend": Object { "orientation": "v", }, diff --git a/public/components/visualizations/charts/__tests__/__snapshots__/horizontal_bar.test.tsx.snap b/public/components/visualizations/charts/__tests__/__snapshots__/horizontal_bar.test.tsx.snap index 1382d0f08..c992e02d7 100644 --- a/public/components/visualizations/charts/__tests__/__snapshots__/horizontal_bar.test.tsx.snap +++ b/public/components/visualizations/charts/__tests__/__snapshots__/horizontal_bar.test.tsx.snap @@ -760,6 +760,14 @@ exports[`Horizontal bar component Renders horizontal bar component 1`] = ` ], "height": 220, "hovermode": "closest", + "layout": Object { + "annotations": Array [ + Object { + "showarrow": true, + "xanchor": "right", + }, + ], + }, "legend": Object { "orientation": "v", }, diff --git a/public/components/visualizations/charts/__tests__/__snapshots__/line.test.tsx.snap b/public/components/visualizations/charts/__tests__/__snapshots__/line.test.tsx.snap index 314d2a186..74a81885f 100644 --- a/public/components/visualizations/charts/__tests__/__snapshots__/line.test.tsx.snap +++ b/public/components/visualizations/charts/__tests__/__snapshots__/line.test.tsx.snap @@ -753,6 +753,14 @@ exports[`Line component Renders line component 1`] = ` ], "height": 220, "hovermode": "closest", + "layout": Object { + "annotations": Array [ + Object { + "showarrow": true, + "xanchor": "right", + }, + ], + }, "legend": Object { "orientation": "v", }, diff --git a/public/components/visualizations/charts/__tests__/__snapshots__/pie.test.tsx.snap b/public/components/visualizations/charts/__tests__/__snapshots__/pie.test.tsx.snap index 568f866a5..89393ea97 100644 --- a/public/components/visualizations/charts/__tests__/__snapshots__/pie.test.tsx.snap +++ b/public/components/visualizations/charts/__tests__/__snapshots__/pie.test.tsx.snap @@ -744,6 +744,14 @@ exports[`Pie component Renders pie component 1`] = ` }, "height": 220, "hovermode": "closest", + "layout": Object { + "annotations": Array [ + Object { + "showarrow": true, + "xanchor": "right", + }, + ], + }, "legend": Object { "orientation": "v", }, diff --git a/public/components/visualizations/charts/__tests__/__snapshots__/treemap.test.tsx.snap b/public/components/visualizations/charts/__tests__/__snapshots__/treemap.test.tsx.snap index be76152d9..7dcaf996f 100644 --- a/public/components/visualizations/charts/__tests__/__snapshots__/treemap.test.tsx.snap +++ b/public/components/visualizations/charts/__tests__/__snapshots__/treemap.test.tsx.snap @@ -794,6 +794,14 @@ exports[`Treemap component Renders treemap component 1`] = ` ], "height": 220, "hovermode": "closest", + "layout": Object { + "annotations": Array [ + Object { + "showarrow": true, + "xanchor": "right", + }, + ], + }, "legend": Object { "orientation": "h", "traceorder": "normal", diff --git a/public/components/visualizations/plotly/__tests__/__snapshots__/plotly.test.tsx.snap b/public/components/visualizations/plotly/__tests__/__snapshots__/plotly.test.tsx.snap index 5ed2e0512..fe7f519ae 100644 --- a/public/components/visualizations/plotly/__tests__/__snapshots__/plotly.test.tsx.snap +++ b/public/components/visualizations/plotly/__tests__/__snapshots__/plotly.test.tsx.snap @@ -105,6 +105,14 @@ exports[`Ploty base component Renders Ploty base component 1`] = ` ], "height": 220, "hovermode": "closest", + "layout": Object { + "annotations": Array [ + Object { + "showarrow": true, + "xanchor": "right", + }, + ], + }, "legend": Object { "orientation": "h", "traceorder": "normal", From 3ec4e78b4a725eed0ec848c80dbdf47069219a80 Mon Sep 17 00:00:00 2001 From: Shenoy Pratik Date: Wed, 1 May 2024 12:55:33 -0700 Subject: [PATCH 21/28] Adding test for clear cache on logout (#1794) * adding test for clear cache on logout Signed-off-by: Shenoy Pratik * update name to logout Signed-off-by: Shenoy Pratik --------- Signed-off-by: Shenoy Pratik --- common/constants/data_sources.ts | 1 + .../catalog_cache/cache_intercept.test.ts | 57 +++++++++++++++++++ .../catalog_cache/cache_intercept.ts | 3 +- 3 files changed, 60 insertions(+), 1 deletion(-) create mode 100644 public/framework/catalog_cache/cache_intercept.test.ts diff --git a/common/constants/data_sources.ts b/common/constants/data_sources.ts index 70dcec943..008b6fa06 100644 --- a/common/constants/data_sources.ts +++ b/common/constants/data_sources.ts @@ -94,3 +94,4 @@ export const OBS_DEFAULT_CLUSTER = 'observability-default'; // prefix key for ge export const OBS_S3_DATA_SOURCE = 'observability-s3'; // prefix key for generating data source id for s3 data sources in data selector export const S3_DATA_SOURCE_GROUP_DISPLAY_NAME = 'Amazon S3'; // display group name for Amazon-managed-s3 data sources in data selector export const S3_DATA_SOURCE_GROUP_SPARK_DISPLAY_NAME = 'Spark'; // display group name for OpenSearch-spark-s3 data sources in data selector +export const SECURITY_DASHBOARDS_LOGOUT_URL = '/logout'; diff --git a/public/framework/catalog_cache/cache_intercept.test.ts b/public/framework/catalog_cache/cache_intercept.test.ts new file mode 100644 index 000000000..708be81ce --- /dev/null +++ b/public/framework/catalog_cache/cache_intercept.test.ts @@ -0,0 +1,57 @@ +/* + * Copyright OpenSearch Contributors + * SPDX-License-Identifier: Apache-2.0 + */ + +import { SECURITY_DASHBOARDS_LOGOUT_URL } from '../../../common/constants/data_sources'; +import { + ASYNC_QUERY_ACCELERATIONS_CACHE, + ASYNC_QUERY_DATASOURCE_CACHE, +} from '../../../common/constants/shared'; +import { catalogRequestIntercept } from './cache_intercept'; + +interface LooseObject { + [key: string]: any; +} + +// Mock sessionStorage +const sessionStorageMock = (() => { + let store = {} as LooseObject; + return { + getItem(key: string) { + return store[key] || null; + }, + setItem(key: string, value: string) { + store[key] = value.toString(); + }, + removeItem(key: string) { + delete store[key]; + }, + clear() { + store = {}; + }, + }; +})(); + +Object.defineProperty(window, 'sessionStorage', { value: sessionStorageMock }); + +describe('Intercept logout handler', () => { + beforeEach(() => { + jest.spyOn(window.sessionStorage, 'removeItem'); + }); + + afterEach(() => { + jest.restoreAllMocks(); + }); + + const logoutPath = { + path: SECURITY_DASHBOARDS_LOGOUT_URL, + }; + + it('Intercept logout handler should clear the cache session', () => { + const logoutInterceptFn = catalogRequestIntercept(); + logoutInterceptFn(logoutPath, null); + expect(sessionStorage.removeItem).toBeCalledWith(ASYNC_QUERY_DATASOURCE_CACHE); + expect(sessionStorage.removeItem).toBeCalledWith(ASYNC_QUERY_ACCELERATIONS_CACHE); + }); +}); diff --git a/public/framework/catalog_cache/cache_intercept.ts b/public/framework/catalog_cache/cache_intercept.ts index f3ed0ca34..7adf20439 100644 --- a/public/framework/catalog_cache/cache_intercept.ts +++ b/public/framework/catalog_cache/cache_intercept.ts @@ -4,6 +4,7 @@ */ import { HttpFetchOptionsWithPath, IHttpInterceptController } from '../../../../../src/core/public'; +import { SECURITY_DASHBOARDS_LOGOUT_URL } from '../../../common/constants/data_sources'; import { CatalogCacheManager } from './cache_manager'; export function catalogRequestIntercept(): any { @@ -11,7 +12,7 @@ export function catalogRequestIntercept(): any { fetchOptions: Readonly, _controller: IHttpInterceptController ) => { - if (fetchOptions.path.includes('/logout')) { + if (fetchOptions.path.includes(SECURITY_DASHBOARDS_LOGOUT_URL)) { // Clears all user catalog cache details CatalogCacheManager.clearDataSourceCache(); CatalogCacheManager.clearAccelerationsCache(); From 6368b63016333234ab121fd115f6b6f6c2dde3eb Mon Sep 17 00:00:00 2001 From: Jialiang Liang Date: Wed, 1 May 2024 14:00:06 -0700 Subject: [PATCH 22/28] Fix S3_DATASOURCE_TYPE naming typo in plugin.tsx (#1799) Signed-off-by: Ryan Liang --- public/plugin.tsx | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/public/plugin.tsx b/public/plugin.tsx index a04a0fc49..c6ac1f829 100644 --- a/public/plugin.tsx +++ b/public/plugin.tsx @@ -21,7 +21,7 @@ import { createGetterSetter } from '../../../src/plugins/opensearch_dashboards_u import { CREATE_TAB_PARAM, CREATE_TAB_PARAM_KEY, TAB_CHART_ID } from '../common/constants/explorer'; import { DATACONNECTIONS_BASE, - S3_DATASOURCE_TYPE, + S3_DATA_SOURCE_TYPE, SECURITY_PLUGIN_ACCOUNT_API, observabilityApplicationsID, observabilityApplicationsPluginOrder, From d3ab3cd442c891fc64e84768f7f9829b8d5ae4d8 Mon Sep 17 00:00:00 2001 From: "opensearch-trigger-bot[bot]" <98922864+opensearch-trigger-bot[bot]@users.noreply.github.com> Date: Wed, 1 May 2024 16:20:29 -0700 Subject: [PATCH 23/28] remove defaulting to query assist time range (#1805) (#1807) (cherry picked from commit 8d132723e8e8f5bae8ff41e676cb5e86e753339a) Signed-off-by: Joshua Li Signed-off-by: github-actions[bot] Co-authored-by: github-actions[bot] --- public/components/event_analytics/explorer/log_explorer.tsx | 4 +--- 1 file changed, 1 insertion(+), 3 deletions(-) diff --git a/public/components/event_analytics/explorer/log_explorer.tsx b/public/components/event_analytics/explorer/log_explorer.tsx index 640a9547b..8d7ea7b80 100644 --- a/public/components/event_analytics/explorer/log_explorer.tsx +++ b/public/components/event_analytics/explorer/log_explorer.tsx @@ -79,9 +79,7 @@ export const LogExplorer = ({ }); }; - const dateRange = coreRefs.queryAssistEnabled - ? [QUERY_ASSIST_START_TIME, QUERY_ASSIST_END_TIME] - : getDateRange(undefined, undefined, queries[tabIds[0]]); + const dateRange = getDateRange(undefined, undefined, queries[tabIds[0]]); const [startTime, setStartTime] = useState(dateRange[0]); const [endTime, setEndTime] = useState(dateRange[1]); From 9532b7d8c35408024cfdd33643566c7cd2cae950 Mon Sep 17 00:00:00 2001 From: Devesh Rahatekar <79015420+devesh-2002@users.noreply.github.com> Date: Thu, 2 May 2024 22:00:26 +0530 Subject: [PATCH 24/28] Add JSON5 parsing capabilities for integration configs (#1732) * update live mv table name (#1725) Signed-off-by: YANGDB Signed-off-by: dev241202@gmail.com * Integrated JSON5 Signed-off-by: dev241202@gmail.com * json_data_adaptor Signed-off-by: dev241202@gmail.com * Added tests for JSON5 Signed-off-by: dev241202@gmail.com * Updated integration configs to json5 Signed-off-by: dev241202@gmail.com * Revert "update live mv table name (#1725)" This reverts commit 71597f553eafcd29a957aaafb91e1b6b4dfa4adc. Signed-off-by: dev241202@gmail.com * Updated filename Signed-off-by: dev241202@gmail.com * Delete t --count 5c930019..fe64d023 Signed-off-by: Devesh Rahatekar <79015420+devesh-2002@users.noreply.github.com> * Updated some integrations Signed-off-by: dev241202@gmail.com --------- Signed-off-by: YANGDB Signed-off-by: dev241202@gmail.com Signed-off-by: Devesh Rahatekar <79015420+devesh-2002@users.noreply.github.com> Signed-off-by: Simeon Widdis Co-authored-by: YANGDB Co-authored-by: Simeon Widdis --- package.json | 1 + .../repository/apache/apache-1.0.0.json | 118 ++++++----------- .../repository/nginx/nginx-1.0.0.json | 122 ++++++------------ .../repository/fs_data_adaptor.ts | 3 +- yarn.lock | 5 + 5 files changed, 90 insertions(+), 159 deletions(-) diff --git a/package.json b/package.json index 9b8e340ec..cf092cc60 100644 --- a/package.json +++ b/package.json @@ -33,6 +33,7 @@ "antlr4ts": "^0.5.0-alpha.4", "cypress-multi-reporters": "^1.6.3", "cypress-parallel": "^0.13.0", + "json5": "^2.2.3", "mime": "^3.0.0", "mocha": "10.1.0", "performance-now": "^2.1.0", diff --git a/server/adaptors/integrations/__data__/repository/apache/apache-1.0.0.json b/server/adaptors/integrations/__data__/repository/apache/apache-1.0.0.json index 93f62fc38..be251cab4 100644 --- a/server/adaptors/integrations/__data__/repository/apache/apache-1.0.0.json +++ b/server/adaptors/integrations/__data__/repository/apache/apache-1.0.0.json @@ -1,90 +1,52 @@ { - "name": "apache", - "version": "1.0.0", - "displayName": "Apache Access Logs", - "description": "Insights on applications using the standard Apache access log format.", - "license": "Apache-2.0", - "type": "logs_apache", - "labels": ["Observability", "Logs", "Flint S3"], - "author": "OpenSearch", - "sourceUrl": "https://github.com/opensearch-project/dashboards-observability/tree/main/server/adaptors/integrations/__data__/repository/apache/info", - "workflows": [ - { - "name": "queries", - "label": "Queries (recommended)", - "description": "Tables and pre-written queries for quickly getting insights on your data.", - "enabled_by_default": true - }, - { - "name": "dashboards", - "label": "Dashboards & Visualizations", - "description": "Dashboards and indices that enable you to easily visualize important metrics.", - "enabled_by_default": false + name: "apache", + version: "1.0.0", + displayName: "Apache Access Logs", + description: "Insights on applications using the standard Apache access log format.", + license: "Apache-2.0", + type: "logs_apache", + labels: ["Observability", "Logs", "Flint S3"], + author: "OpenSearch", + sourceUrl: "https://github.com/opensearch-project/dashboards-observability/tree/main/server/adaptors/integrations/__data__/repository/apache/info", + workflows: [ + { + name: "queries", + label: "Queries (recommended)", + description: "Tables and pre-written queries for quickly getting insights on your data.", + enabled_by_default: true + }, + { + name: "dashboards", + label: "Dashboards & Visualizations", + description: "Dashboards and indices that enable you to easily visualize important metrics.", + enabled_by_default: false } ], - "statics": { - "logo": { - "annotation": "Apache Logo", - "path": "logo.png" + statics: { + logo: { + annotation: "Apache Logo", + path: "logo.png" }, - "gallery": [ + gallery: [ { - "annotation": "Apache Dashboard", - "path": "dashboard1.png" + annotation: "Apache Dashboard", + path: "dashboard1.png" } ] }, - "components": [ - { - "name": "communication", - "version": "1.0.0" - }, - { - "name": "http", - "version": "1.0.0" - }, - { - "name": "logs_apache", - "version": "1.0.0" - } + components: [ + { name: "communication", version: "1.0.0" }, + { name: "http", version: "1.0.0" }, + { name: "logs_apache", version: "1.0.0" } ], - "assets": [ - { - "name": "apache", - "version": "1.0.0", - "extension": "ndjson", - "type": "savedObjectBundle", - "workflows": ["dashboards"] - }, - { - "name": "example_queries", - "version": "1.0.0", - "extension": "ndjson", - "type": "savedObjectBundle", - "workflows": ["queries"] - }, - { - "name": "create_table", - "version": "1.0.0", - "extension": "sql", - "type": "query" - }, - { - "name": "create_skipping_index", - "version": "1.0.0", - "extension": "sql", - "type": "query", - "workflows": ["queries"] - }, - { - "name": "create_mv", - "version": "1.0.0", - "extension": "sql", - "type": "query", - "workflows": ["dashboards"] - } + assets: [ + { name: "apache", version: "1.0.0", extension: "ndjson", type: "savedObjectBundle", workflows: ["dashboards"] }, + { name: "example_queries", version: "1.0.0", extension: "ndjson", type: "savedObjectBundle", workflows: ["queries"] }, + { name: "create_table", version: "1.0.0", extension: "sql", type: "query" }, + { name: "create_skipping_index", version: "1.0.0", extension: "sql", type: "query", workflows: ["queries"] }, + { name: "create_mv", version: "1.0.0", extension: "sql", type: "query", workflows: ["dashboards"] } ], - "sampleData": { - "path": "sample.json" + sampleData: { + path: "sample.json" } } diff --git a/server/adaptors/integrations/__data__/repository/nginx/nginx-1.0.0.json b/server/adaptors/integrations/__data__/repository/nginx/nginx-1.0.0.json index f59e4c562..f539bd3a0 100644 --- a/server/adaptors/integrations/__data__/repository/nginx/nginx-1.0.0.json +++ b/server/adaptors/integrations/__data__/repository/nginx/nginx-1.0.0.json @@ -1,94 +1,56 @@ { - "name": "nginx", - "version": "1.0.0", - "displayName": "Nginx", - "description": "Analyze Nginx access logs.", - "license": "Apache-2.0", - "type": "logs", - "labels": ["Observability", "Logs", "Flint S3"], - "author": "OpenSearch", - "sourceUrl": "https://github.com/opensearch-project/dashboards-observability/tree/main/server/adaptors/integrations/__data__/repository/nginx/info", - "workflows": [ - { - "name": "queries", - "label": "Queries (recommended)", - "description": "Tables and pre-written queries for quickly getting insights on your data.", - "enabled_by_default": true - }, - { - "name": "dashboards", - "label": "Dashboards & Visualizations", - "description": "Dashboards and indices that enable you to easily visualize important metrics.", - "enabled_by_default": false + name: "nginx", + version: "1.0.0", + displayName: "Nginx", + description: "Analyze Nginx access logs.", + license: "Apache-2.0", + type: "logs", + labels: ["Observability", "Logs", "Flint S3"], + author: "OpenSearch", + sourceUrl: "https://github.com/opensearch-project/dashboards-observability/tree/main/server/adaptors/integrations/__data__/repository/nginx/info", + workflows: [ + { + name: "queries", + label: "Queries (recommended)", + description: "Tables and pre-written queries for quickly getting insights on your data.", + enabled_by_default: true + }, + { + name: "dashboards", + label: "Dashboards & Visualizations", + description: "Dashboards and indices that enable you to easily visualize important metrics.", + enabled_by_default: false } ], - "statics": { - "logo": { - "annotation": "NginX Logo", - "path": "logo.svg" + statics: { + logo: { + annotation: "NginX Logo", + path: "logo.svg" }, - "gallery": [ + gallery: [ { - "annotation": "NginX Dashboard", - "path": "dashboard1.png" + annotation: "NginX Dashboard", + path: "dashboard1.png" }, { - "annotation": "NginX Dashboard view", - "path": "dashboard2.png" + annotation: "NginX Dashboard view", + path: "dashboard2.png" } ] }, - "components": [ - { - "name": "communication", - "version": "1.0.0" - }, - { - "name": "http", - "version": "1.0.0" - }, - { - "name": "logs", - "version": "1.0.0" - } + components: [ + { name: "communication", version: "1.0.0" }, + { name: "http", version: "1.0.0" }, + { name: "logs", version: "1.0.0" } ], - "assets": [ - { - "name": "nginx", - "version": "1.0.0", - "extension": "ndjson", - "type": "savedObjectBundle", - "workflows": ["dashboards"] - }, - { - "name": "create_table", - "version": "1.0.0", - "extension": "sql", - "type": "query" - }, - { - "name": "create_skipping_index", - "version": "1.0.0", - "extension": "sql", - "type": "query", - "workflows": ["queries"] - }, - { - "name": "create_mv", - "version": "1.0.0", - "extension": "sql", - "type": "query", - "workflows": ["dashboards"] - }, - { - "name": "example_queries", - "version": "1.0.0", - "extension": "ndjson", - "type": "savedObjectBundle", - "workflows": ["queries"] - } + assets: [ + { name: "nginx", version: "1.0.0", extension: "ndjson", type: "savedObjectBundle", workflows: ["dashboards"] }, + { name: "create_table", version: "1.0.0", extension: "sql", type: "query" }, + { name: "create_skipping_index", version: "1.0.0", extension: "sql", type: "query", workflows: ["queries"] }, + { name: "create_mv", version: "1.0.0", extension: "sql", type: "query", workflows: ["dashboards"] }, + { name: "example_queries", version: "1.0.0", extension: "ndjson", type: "savedObjectBundle", workflows: ["queries"] } ], - "sampleData": { - "path": "sample.json" + sampleData: { + path: "sample.json" } } diff --git a/server/adaptors/integrations/repository/fs_data_adaptor.ts b/server/adaptors/integrations/repository/fs_data_adaptor.ts index 75cdf1d86..7bdb4062c 100644 --- a/server/adaptors/integrations/repository/fs_data_adaptor.ts +++ b/server/adaptors/integrations/repository/fs_data_adaptor.ts @@ -5,6 +5,7 @@ import * as fs from 'fs/promises'; import path from 'path'; +import JSON5 from 'json5'; import { CatalogDataAdaptor, IntegrationPart } from './catalog_data_adaptor'; import { tryParseNDJson } from './utils'; @@ -45,7 +46,7 @@ export class FileSystemDataAdaptor implements CatalogDataAdaptor { } // First try to parse as JSON, then NDJSON, then fail. try { - const parsed = JSON.parse(content); + const parsed = JSON5.parse(content); return { ok: true, value: parsed }; } catch (err) { const parsed = await tryParseNDJson(content); diff --git a/yarn.lock b/yarn.lock index 4d6c08063..3c6fbdb86 100644 --- a/yarn.lock +++ b/yarn.lock @@ -2007,6 +2007,11 @@ json-stringify-safe@~5.0.1: resolved "https://registry.yarnpkg.com/json-stringify-safe/-/json-stringify-safe-5.0.1.tgz#1296a2d58fd45f19a0f6ce01d65701e2c735b6eb" integrity sha512-ZClg6AaYvamvYEE82d3Iyd3vSSIjQ+odgjaTzRuO3s7toCdFKczob2i0zCh7JE8kWn17yvAWhUVxvqGwUalsRA== +json5@^2.2.3: + version "2.2.3" + resolved "https://registry.yarnpkg.com/json5/-/json5-2.2.3.tgz#78cd6f1a19bdc12b73db5ad0c61efd66c1e29283" + integrity sha512-XmOWe7eyHYH14cLdVPoyg+GOH3rYX++KpzrylJwSW98t3Nk+U8XOl8FWKOgwtzdb8lXGf6zYwDUzeHMWfxasyg== + jsonfile@^6.0.1: version "6.1.0" resolved "https://registry.yarnpkg.com/jsonfile/-/jsonfile-6.1.0.tgz#bc55b2634793c679ec6403094eb13698a6ec0aae" From 2fd7ba10595e2819c472b739a0e15f72ee6df6e7 Mon Sep 17 00:00:00 2001 From: "opensearch-trigger-bot[bot]" <98922864+opensearch-trigger-bot[bot]@users.noreply.github.com> Date: Thu, 2 May 2024 09:48:03 -0700 Subject: [PATCH 25/28] fix api 404 error (#1810) (#1812) (cherry picked from commit 441168efbf84de020a9bead333bff2e39c2e9d5c) Signed-off-by: Eric Signed-off-by: github-actions[bot] Co-authored-by: github-actions[bot] --- .../data_connections_router.ts | 23 +++++++++++++++++++ 1 file changed, 23 insertions(+) diff --git a/server/routes/data_connections/data_connections_router.ts b/server/routes/data_connections/data_connections_router.ts index bd19e8615..5d36bf6bb 100644 --- a/server/routes/data_connections/data_connections_router.ts +++ b/server/routes/data_connections/data_connections_router.ts @@ -181,6 +181,29 @@ export function registerDataConnectionsRoute(router: IRouter, dataSourceEnabled: } ); + router.get( + { + path: `${DATACONNECTIONS_BASE}`, + validate: false, + }, + async (context, request, response): Promise => { + try { + const dataConnectionsresponse = await context.observability_plugin.observabilityClient + .asScoped(request) + .callAsCurrentUser('ppl.getDataConnections'); + return response.ok({ + body: dataConnectionsresponse, + }); + } catch (error: any) { + console.error('Issue in fetching data sources:', error); + return response.custom({ + statusCode: error.statusCode || 500, + body: error.response, + }); + } + } + ); + router.get( { path: `${DATACONNECTIONS_BASE}/dataSourceMDSId={dataSourceMDSId?}`, From 55841f24cd647c8ceedfa36a2d62763fa3ccd57a Mon Sep 17 00:00:00 2001 From: YANGDB Date: Fri, 3 May 2024 14:28:18 -0700 Subject: [PATCH 26/28] update OTEL metrics queries with the correct ss40 metrics schema (#1818) Signed-off-by: YANGDB --- server/adaptors/metrics/metrics_analytics_adaptor.ts | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) diff --git a/server/adaptors/metrics/metrics_analytics_adaptor.ts b/server/adaptors/metrics/metrics_analytics_adaptor.ts index 1fde1e395..a6fa653d0 100644 --- a/server/adaptors/metrics/metrics_analytics_adaptor.ts +++ b/server/adaptors/metrics/metrics_analytics_adaptor.ts @@ -34,7 +34,7 @@ export class MetricsAnalyticsAdaptor { must: [ { term: { - 'name.keyword': { + name: { value: documentName, }, }, @@ -98,7 +98,7 @@ export class MetricsAnalyticsAdaptor { must: [ { term: { - 'name.keyword': { + name: { value: documentName, }, }, @@ -133,7 +133,7 @@ export class MetricsAnalyticsAdaptor { aggs: { distinct_names: { terms: { - field: 'name.keyword', + field: 'name', size: 500, }, }, From 0632d4ace27ee1fd090a0145f2efd1e0f309c24d Mon Sep 17 00:00:00 2001 From: Shenoy Pratik Date: Mon, 6 May 2024 12:50:46 -0700 Subject: [PATCH 27/28] fix window start backtick issue (#1823) Signed-off-by: Shenoy Pratik (cherry picked from commit c7ee338cd882f0787e1537bc3924901682df085f) --- .../materialized_view/column_expression.tsx | 61 ++++++++++--------- .../visual_editors/query_builder.tsx | 2 +- test/accelerations.ts | 2 +- 3 files changed, 35 insertions(+), 30 deletions(-) diff --git a/public/components/datasources/components/manage/accelerations/create_accelerations_flyout/visual_editors/materialized_view/column_expression.tsx b/public/components/datasources/components/manage/accelerations/create_accelerations_flyout/visual_editors/materialized_view/column_expression.tsx index 3da5f84db..3550dfeda 100644 --- a/public/components/datasources/components/manage/accelerations/create_accelerations_flyout/visual_editors/materialized_view/column_expression.tsx +++ b/public/components/datasources/components/manage/accelerations/create_accelerations_flyout/visual_editors/materialized_view/column_expression.tsx @@ -115,34 +115,39 @@ export const ColumnExpression = ({ /> - - - ({ - label: x.fieldName, - })), - ]} - selectedOptions={[ - { - label: currentColumnExpressionValue.functionParam, - }, - ]} - onChange={(fieldOption) => - updateColumnExpressionValue( - { ...currentColumnExpressionValue, functionParam: fieldOption[0].label }, - index - ) - } - isClearable={false} - /> - - + {currentColumnExpressionValue.functionName !== 'window.start' && ( + + + ({ + label: x.fieldName, + })), + ]} + selectedOptions={[ + { + label: currentColumnExpressionValue.functionParam, + }, + ]} + onChange={(fieldOption) => + updateColumnExpressionValue( + { + ...currentColumnExpressionValue, + functionParam: fieldOption[0].label, + }, + index + ) + } + isClearable={false} + /> + + + )} diff --git a/public/components/datasources/components/manage/accelerations/create_accelerations_flyout/visual_editors/query_builder.tsx b/public/components/datasources/components/manage/accelerations/create_accelerations_flyout/visual_editors/query_builder.tsx index b20626795..68acf2131 100644 --- a/public/components/datasources/components/manage/accelerations/create_accelerations_flyout/visual_editors/query_builder.tsx +++ b/public/components/datasources/components/manage/accelerations/create_accelerations_flyout/visual_editors/query_builder.tsx @@ -148,7 +148,7 @@ const buildMaterializedViewColumns = (columnsValues: MaterializedViewColumn[]) = ` ${ column.functionName !== 'window.start' ? `${column.functionName}(${buildMaterializedViewColumnName(column.functionParam!)})` - : `\`${column.functionName}\`` + : `${column.functionName}` }${column.fieldAlias ? ` AS \`${column.fieldAlias}\`` : ``}` ) .join(', \n'); diff --git a/test/accelerations.ts b/test/accelerations.ts index 3eb143968..4521a7c7f 100644 --- a/test/accelerations.ts +++ b/test/accelerations.ts @@ -411,7 +411,7 @@ AS SELECT count(*) AS \`counter1\`, sum(\`field2\`), avg(\`field3\`) AS \`average\`, - \`window.start\` AS \`start\` + window.start AS \`start\` FROM datasource.database.table GROUP BY TUMBLE (\`timestamp\`, '1 minute') WITH ( From a8ea52daee8aff75064bd421b9fada17396ab03b Mon Sep 17 00:00:00 2001 From: Simeon Widdis Date: Tue, 7 May 2024 12:26:47 -0700 Subject: [PATCH 28/28] Refactor away integrations adaptor class (#1825) * Refactor away integrations adaptor class Signed-off-by: Simeon Widdis * Remove adaptor use in tests Signed-off-by: Simeon Widdis --------- Signed-off-by: Simeon Widdis --- .../integrations/integrations_adaptor.ts | 35 ----------- .../integrations/integrations_manager.ts | 3 +- .../__tests__/integrations_router.test.ts | 10 ++-- .../integrations/integrations_router.ts | 59 ++++++++----------- 4 files changed, 31 insertions(+), 76 deletions(-) delete mode 100644 server/adaptors/integrations/integrations_adaptor.ts diff --git a/server/adaptors/integrations/integrations_adaptor.ts b/server/adaptors/integrations/integrations_adaptor.ts deleted file mode 100644 index 570c3d6d8..000000000 --- a/server/adaptors/integrations/integrations_adaptor.ts +++ /dev/null @@ -1,35 +0,0 @@ -/* - * Copyright OpenSearch Contributors - * SPDX-License-Identifier: Apache-2.0 - */ - -export interface IntegrationsAdaptor { - getIntegrationTemplates: ( - query?: IntegrationTemplateQuery - ) => Promise; - - getIntegrationInstances: ( - query?: IntegrationInstanceQuery - ) => Promise; - - getIntegrationInstance: (query?: IntegrationInstanceQuery) => Promise; - - loadIntegrationInstance: ( - templateName: string, - name: string, - indexPattern: string, - workflows?: string[], - dataSource?: string, - tableName?: string - ) => Promise; - - deleteIntegrationInstance: (id: string) => Promise; - - getStatic: (templateName: string, path: string) => Promise; - - getSchemas: (templateName: string) => Promise<{ mappings: { [key: string]: unknown } }>; - - getAssets: (templateName: string) => Promise; - - getSampleData: (templateName: string) => Promise<{ sampleData: object[] | null }>; -} diff --git a/server/adaptors/integrations/integrations_manager.ts b/server/adaptors/integrations/integrations_manager.ts index fc4461908..e24ccfae1 100644 --- a/server/adaptors/integrations/integrations_manager.ts +++ b/server/adaptors/integrations/integrations_manager.ts @@ -5,14 +5,13 @@ import path from 'path'; import { addRequestToMetric } from '../../common/metrics/metrics_helper'; -import { IntegrationsAdaptor } from './integrations_adaptor'; import { SavedObject, SavedObjectsClientContract } from '../../../../../src/core/server/types'; import { IntegrationInstanceBuilder } from './integrations_builder'; import { TemplateManager } from './repository/repository'; import { FileSystemDataAdaptor } from './repository/fs_data_adaptor'; import { IndexDataAdaptor } from './repository/index_data_adaptor'; -export class IntegrationsManager implements IntegrationsAdaptor { +export class IntegrationsManager { client: SavedObjectsClientContract; instanceBuilder: IntegrationInstanceBuilder; repository: TemplateManager; diff --git a/server/routes/integrations/__tests__/integrations_router.test.ts b/server/routes/integrations/__tests__/integrations_router.test.ts index 5f6a7c39e..244da489b 100644 --- a/server/routes/integrations/__tests__/integrations_router.test.ts +++ b/server/routes/integrations/__tests__/integrations_router.test.ts @@ -6,14 +6,14 @@ import { DeepPartial } from 'redux'; import { OpenSearchDashboardsResponseFactory } from '../../../../../../src/core/server/http/router'; import { handleWithCallback } from '../integrations_router'; -import { IntegrationsAdaptor } from 'server/adaptors/integrations/integrations_adaptor'; +import { IntegrationsManager } from 'server/adaptors/integrations/integrations_manager'; jest .mock('../../../../../../src/core/server', () => jest.fn()) .mock('../../../../../../src/core/server/http/router', () => jest.fn()); describe('Data wrapper', () => { - const adaptorMock: Partial = {}; + const adaptorMock: Partial = {}; const responseMock: DeepPartial = { custom: jest.fn((data) => data), ok: jest.fn((data) => data), @@ -24,9 +24,9 @@ describe('Data wrapper', () => { return { test: 'data' }; }); const result = await handleWithCallback( - adaptorMock as IntegrationsAdaptor, + adaptorMock as IntegrationsManager, responseMock as OpenSearchDashboardsResponseFactory, - (callback as unknown) as (a: IntegrationsAdaptor) => Promise + (callback as unknown) as (a: IntegrationsManager) => Promise ); expect(callback).toHaveBeenCalled(); @@ -39,7 +39,7 @@ describe('Data wrapper', () => { throw new Error('test error'); }); const result = await handleWithCallback( - adaptorMock as IntegrationsAdaptor, + adaptorMock as IntegrationsManager, responseMock as OpenSearchDashboardsResponseFactory, callback ); diff --git a/server/routes/integrations/integrations_router.ts b/server/routes/integrations/integrations_router.ts index f8e7e7908..68eed60d9 100644 --- a/server/routes/integrations/integrations_router.ts +++ b/server/routes/integrations/integrations_router.ts @@ -6,11 +6,9 @@ import { schema } from '@osd/config-schema'; import * as mime from 'mime'; import sanitize from 'sanitize-filename'; -import { IRouter, RequestHandlerContext } from '../../../../../src/core/server'; +import { IRouter } from '../../../../../src/core/server'; import { INTEGRATIONS_BASE } from '../../../common/constants/shared'; -import { IntegrationsAdaptor } from '../../adaptors/integrations/integrations_adaptor'; import { - OpenSearchDashboardsRequest, OpenSearchDashboardsResponse, OpenSearchDashboardsResponseFactory, } from '../../../../../src/core/server/http/router'; @@ -19,24 +17,24 @@ import { IntegrationsManager } from '../../adaptors/integrations/integrations_ma /** * Handle an `OpenSearchDashboardsRequest` using the provided `callback` function. * This is a convenience method that handles common error handling and response formatting. - * The callback must accept a `IntegrationsAdaptor` as its first argument. + * The callback must accept a `IntegrationsManager` as its first argument. * * If the callback throws an error, * the `OpenSearchDashboardsResponse` will be formatted using the error's `statusCode` and `message` properties. * Otherwise, the callback's return value will be formatted in a JSON object under the `data` field. * - * @param {IntegrationsAdaptor} adaptor The adaptor instance to use for making requests. + * @param {IntegrationsManager} manager The integration manager instance to use for making requests. * @param {OpenSearchDashboardsResponseFactory} response The factory to use for creating responses. * @callback callback A callback that will invoke a request on a provided adaptor. * @returns {Promise} An `OpenSearchDashboardsResponse` with the return data from the callback. */ export const handleWithCallback = async ( - adaptor: IntegrationsAdaptor, + manager: IntegrationsManager, response: OpenSearchDashboardsResponseFactory, - callback: (a: IntegrationsAdaptor) => Promise + callback: (a: IntegrationsManager) => Promise ): Promise> => { try { - const data = await callback(adaptor); + const data = await callback(manager); return response.ok({ body: { data, @@ -51,13 +49,6 @@ export const handleWithCallback = async ( } }; -const getAdaptor = ( - context: RequestHandlerContext, - _request: OpenSearchDashboardsRequest -): IntegrationsAdaptor => { - return new IntegrationsManager(context.core.savedObjects.client); -}; - export function registerIntegrationsRoute(router: IRouter) { router.get( { @@ -65,8 +56,8 @@ export function registerIntegrationsRoute(router: IRouter) { validate: false, }, async (context, request, response): Promise => { - const adaptor = getAdaptor(context, request); - return handleWithCallback(adaptor, response, async (a: IntegrationsAdaptor) => + const adaptor = new IntegrationsManager(context.core.savedObjects.client); + return handleWithCallback(adaptor, response, async (a: IntegrationsManager) => a.getIntegrationTemplates() ); } @@ -89,8 +80,8 @@ export function registerIntegrationsRoute(router: IRouter) { }, }, async (context, request, response): Promise => { - const adaptor = getAdaptor(context, request); - return handleWithCallback(adaptor, response, async (a: IntegrationsAdaptor) => { + const adaptor = new IntegrationsManager(context.core.savedObjects.client); + return handleWithCallback(adaptor, response, async (a: IntegrationsManager) => { return a.loadIntegrationInstance( request.params.templateName, request.body.name, @@ -113,11 +104,11 @@ export function registerIntegrationsRoute(router: IRouter) { }, }, async (context, request, response): Promise => { - const adaptor = getAdaptor(context, request); + const adaptor = new IntegrationsManager(context.core.savedObjects.client); return handleWithCallback( adaptor, response, - async (a: IntegrationsAdaptor) => + async (a: IntegrationsManager) => ( await a.getIntegrationTemplates({ name: request.params.name, @@ -138,7 +129,7 @@ export function registerIntegrationsRoute(router: IRouter) { }, }, async (context, request, response): Promise => { - const adaptor = getAdaptor(context, request); + const adaptor = new IntegrationsManager(context.core.savedObjects.client); try { const requestPath = sanitize(request.params.path); const result = await adaptor.getStatic(request.params.id, requestPath); @@ -167,8 +158,8 @@ export function registerIntegrationsRoute(router: IRouter) { }, }, async (context, request, response): Promise => { - const adaptor = getAdaptor(context, request); - return handleWithCallback(adaptor, response, async (a: IntegrationsAdaptor) => + const adaptor = new IntegrationsManager(context.core.savedObjects.client); + return handleWithCallback(adaptor, response, async (a: IntegrationsManager) => a.getSchemas(request.params.id) ); } @@ -184,8 +175,8 @@ export function registerIntegrationsRoute(router: IRouter) { }, }, async (context, request, response): Promise => { - const adaptor = getAdaptor(context, request); - return handleWithCallback(adaptor, response, async (a: IntegrationsAdaptor) => + const adaptor = new IntegrationsManager(context.core.savedObjects.client); + return handleWithCallback(adaptor, response, async (a: IntegrationsManager) => a.getAssets(request.params.id) ); } @@ -201,8 +192,8 @@ export function registerIntegrationsRoute(router: IRouter) { }, }, async (context, request, response): Promise => { - const adaptor = getAdaptor(context, request); - return handleWithCallback(adaptor, response, async (a: IntegrationsAdaptor) => + const adaptor = new IntegrationsManager(context.core.savedObjects.client); + return handleWithCallback(adaptor, response, async (a: IntegrationsManager) => a.getSampleData(request.params.id) ); } @@ -214,8 +205,8 @@ export function registerIntegrationsRoute(router: IRouter) { validate: false, }, async (context, request, response): Promise => { - const adaptor = getAdaptor(context, request); - return handleWithCallback(adaptor, response, async (a: IntegrationsAdaptor) => + const adaptor = new IntegrationsManager(context.core.savedObjects.client); + return handleWithCallback(adaptor, response, async (a: IntegrationsManager) => a.getIntegrationInstances({}) ); } @@ -231,8 +222,8 @@ export function registerIntegrationsRoute(router: IRouter) { }, }, async (context, request, response): Promise => { - const adaptor = getAdaptor(context, request); - return handleWithCallback(adaptor, response, async (a: IntegrationsAdaptor) => + const adaptor = new IntegrationsManager(context.core.savedObjects.client); + return handleWithCallback(adaptor, response, async (a: IntegrationsManager) => a.deleteIntegrationInstance(request.params.id) ); } @@ -248,8 +239,8 @@ export function registerIntegrationsRoute(router: IRouter) { }, }, async (context, request, response): Promise => { - const adaptor = getAdaptor(context, request); - return handleWithCallback(adaptor, response, async (a: IntegrationsAdaptor) => + const adaptor = new IntegrationsManager(context.core.savedObjects.client); + return handleWithCallback(adaptor, response, async (a: IntegrationsManager) => a.getIntegrationInstance({ id: request.params.id, })

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