From c241368dad1234d844276f58ea0914c5ec3f5a99 Mon Sep 17 00:00:00 2001 From: Derek Ho Date: Fri, 5 Jan 2024 13:40:43 -0500 Subject: [PATCH] Removes Zeppelin code and docs (#1296) * Update admin:admin reference Signed-off-by: Derek Ho * Remove zeppelin code and docs Signed-off-by: Derek Ho * Remove unecessary files Signed-off-by: Derek Ho * Remove unnecessary constant Signed-off-by: Derek Ho * Remove file Signed-off-by: Derek Ho --------- Signed-off-by: Derek Ho --- common/constants/notebooks.ts | 1 - .../__tests__/sampleZeppelinNotebooks.tsx | 359 -- .../__tests__/zeppelin_parser.test.tsx | 44 - .../components/helpers/zeppelin_parser.tsx | 149 - .../notebooks/components/notebook.tsx | 9 +- .../docs/dev/Zeppelin_backend_adaptor.md | 129 - .../docs/dev/images/zeppelin_architecture.png | Bin 193552 -> 0 bytes .../Introduction Notebook-Zeppelin.json | 1 - .../zeppelin/Log Analysis-Zeppelin.json | 1 - ...rch_Dashboards_Embeddable_Documentation.md | 55 - .../docs/poc/Zeppelin_OpenSearch_Storage.md | 67 - .../poc/docs/Zeppelin_OpenSearch_Storage.md | 73 - .../notebooks/docs/poc/zeppelin-patch | 3057 ----------------- .../notebookrepo/opensearch/pom.xml | 66 - .../notebook/repo/OpenSearchNotebookRepo.java | 219 -- server/adaptors/notebooks/index.ts | 9 +- server/adaptors/notebooks/zeppelin_backend.ts | 411 --- 17 files changed, 2 insertions(+), 4648 deletions(-) delete mode 100644 public/components/notebooks/components/helpers/__tests__/sampleZeppelinNotebooks.tsx delete mode 100644 public/components/notebooks/components/helpers/__tests__/zeppelin_parser.test.tsx delete mode 100644 public/components/notebooks/components/helpers/zeppelin_parser.tsx delete mode 100644 public/components/notebooks/docs/dev/Zeppelin_backend_adaptor.md delete mode 100644 public/components/notebooks/docs/dev/images/zeppelin_architecture.png delete mode 100644 public/components/notebooks/docs/example_notebooks/zeppelin/Introduction Notebook-Zeppelin.json delete mode 100644 public/components/notebooks/docs/example_notebooks/zeppelin/Log Analysis-Zeppelin.json delete mode 100644 public/components/notebooks/docs/poc/OpenSearch_Dashboards_Embeddable_Documentation.md delete mode 100644 public/components/notebooks/docs/poc/Zeppelin_OpenSearch_Storage.md delete mode 100644 public/components/notebooks/docs/poc/docs/Zeppelin_OpenSearch_Storage.md delete mode 100644 public/components/notebooks/docs/poc/zeppelin-patch delete mode 100644 public/components/notebooks/docs/poc/zeppelin/zeppelin-plugins/notebookrepo/opensearch/pom.xml delete mode 100644 public/components/notebooks/docs/poc/zeppelin/zeppelin-plugins/notebookrepo/opensearch/src/main/java/org/apache/zeppelin/notebook/repo/OpenSearchNotebookRepo.java delete mode 100644 server/adaptors/notebooks/zeppelin_backend.ts diff --git a/common/constants/notebooks.ts b/common/constants/notebooks.ts index 2ece3c29e7..c5eb07348c 100644 --- a/common/constants/notebooks.ts +++ b/common/constants/notebooks.ts @@ -4,7 +4,6 @@ */ export const NOTEBOOKS_API_PREFIX = '/api/observability/notebooks'; -export const NOTEBOOKS_SELECTED_BACKEND: 'ZEPPELIN' | 'DEFAULT' = 'DEFAULT'; export const NOTEBOOKS_FETCH_SIZE = 1000; export const CREATE_NOTE_MESSAGE = 'Enter a name to describe the purpose of this notebook.'; export const NOTEBOOKS_DOCUMENTATION_URL = diff --git a/public/components/notebooks/components/helpers/__tests__/sampleZeppelinNotebooks.tsx b/public/components/notebooks/components/helpers/__tests__/sampleZeppelinNotebooks.tsx deleted file mode 100644 index db07da1c51..0000000000 --- a/public/components/notebooks/components/helpers/__tests__/sampleZeppelinNotebooks.tsx +++ /dev/null @@ -1,359 +0,0 @@ -/* - * Copyright OpenSearch Contributors - * SPDX-License-Identifier: Apache-2.0 - */ - -// Sample notebook with all input and output -export const sampleNotebook1 = { - paragraphs: [ - { - text: - "%md \n\n### Hi Everyone\n* Here's a demo on **OpenSearch Dashboards Notebooks**\n* You may use the top left buttons to play around with notebooks and Paragraphs", - user: 'anonymous', - dateUpdated: '2020-08-20 21:15:04.590', - config: {}, - settings: { params: {}, forms: {} }, - results: { - code: 'SUCCESS', - msg: [ - { - type: 'HTML', - data: - '
\n

Hi Everyone

\n
    \n
  • Here’s a demo on OpenSearch Dashboards Notebooks
    • \n
  • You may use the top left buttons to play around with notebooks and Paragraphs
    • \n
\n\n
', - }, - ], - }, - apps: [], - runtimeInfos: {}, - progressUpdateIntervalMs: 500, - jobName: 'paragraph_1597958104590_901298942', - id: 'paragraph_1596519508360_932236116', - dateCreated: '2020-08-20 21:15:04.590', - status: 'READY', - }, - { - title: 'VISUALIZATION', - text: - '%sh #vizobject:{"viewMode":"view","panels":{"1":{"gridData":{"x":15,"y":0,"w":20,"h":20,"i":"1"},"type":"visualization","explicitInput":{"id":"1","savedObjectId":"06cf9c40-9ee8-11e7-8711-e7a007dcef99"}}},"isFullScreenMode":false,"filters":[],"useMargins":false,"id":"iab4eaba1-e32b-11ea-aac8-99f209533253","timeRange":{"to":"2020-08-20T21:25:28.538Z","from":"2020-07-21T21:25:28.538Z"},"title":"embed_viz_iab4eaba1-e32b-11ea-aac8-99f209533253","query":{"query":"","language":"lucene"},"refreshConfig":{"pause":true,"value":15}}', - user: 'anonymous', - dateUpdated: '2020-08-20 21:25:28.588', - config: {}, - settings: { params: {}, forms: {} }, - apps: [], - runtimeInfos: {}, - progressUpdateIntervalMs: 500, - jobName: 'paragraph_1597958728587_1310320520', - id: 'paragraph_1597958728587_1310320520', - dateCreated: '2020-08-20 21:25:28.587', - status: 'READY', - }, - ], - name: 'Embed Vizualization', - id: '2FJH8PW8K', - defaultInterpreterGroup: 'spark', - version: '0.9.0-preview2', - noteParams: {}, - noteForms: {}, - angularObjects: {}, - config: { isZeppelinNotebookCronEnable: false }, - info: {}, -}; - -// Parsed Output of sample notebook1 -export const sampleParsedParagraghs1 = [ - { - uniqueId: 'paragraph_1596519508360_932236116', - isRunning: false, - inQueue: false, - ishovered: false, - isSelected: false, - isInputHidden: false, - isOutputHidden: false, - showAddPara: false, - isVizualisation: false, - vizObjectInput: '', - id: 1, - inp: - "%md \n\n### Hi Everyone\n* Here's a demo on **OpenSearch Dashboards Notebooks**\n* You may use the top left buttons to play around with notebooks and Paragraphs", - lang: 'text/x-', - editorLanguage: '', - typeOut: ['HTML'], - out: [ - '
\n

Hi Everyone

\n
    \n
  • Here’s a demo on OpenSearch Dashboards Notebooks
    • \n
  • You may use the top left buttons to play around with notebooks and Paragraphs
    • \n
\n\n
', - ], - }, - { - uniqueId: 'paragraph_1597958728587_1310320520', - isRunning: false, - inQueue: false, - ishovered: false, - isSelected: false, - isInputHidden: false, - isOutputHidden: false, - showAddPara: false, - isVizualisation: true, - vizObjectInput: - '{"viewMode":"view","panels":{"1":{"gridData":{"x":15,"y":0,"w":20,"h":20,"i":"1"},"type":"visualization","explicitInput":{"id":"1","savedObjectId":"06cf9c40-9ee8-11e7-8711-e7a007dcef99"}}},"isFullScreenMode":false,"filters":[],"useMargins":false,"id":"iab4eaba1-e32b-11ea-aac8-99f209533253","timeRange":{"to":"2020-08-20T21:25:28.538Z","from":"2020-07-21T21:25:28.538Z"},"title":"embed_viz_iab4eaba1-e32b-11ea-aac8-99f209533253","query":{"query":"","language":"lucene"},"refreshConfig":{"pause":true,"value":15}}', - id: 2, - inp: - '%sh #vizobject:{"viewMode":"view","panels":{"1":{"gridData":{"x":15,"y":0,"w":20,"h":20,"i":"1"},"type":"visualization","explicitInput":{"id":"1","savedObjectId":"06cf9c40-9ee8-11e7-8711-e7a007dcef99"}}},"isFullScreenMode":false,"filters":[],"useMargins":false,"id":"iab4eaba1-e32b-11ea-aac8-99f209533253","timeRange":{"to":"2020-08-20T21:25:28.538Z","from":"2020-07-21T21:25:28.538Z"},"title":"embed_viz_iab4eaba1-e32b-11ea-aac8-99f209533253","query":{"query":"","language":"lucene"},"refreshConfig":{"pause":true,"value":15}}', - lang: 'text/x-', - editorLanguage: '', - typeOut: [], - out: [], - }, -]; - -// Sample notebook with all input and cleared outputs -export const sampleNotebook2 = { - paragraphs: [ - { - text: - "%md \n\n### Hi Everyone\n* Here's a demo on **OpenSearch Dashboards Notebooks**\n* You may use the top left buttons to play around with notebooks and Paragraphs", - user: 'anonymous', - dateUpdated: '2020-08-20 21:15:04.590', - config: {}, - settings: { params: {}, forms: {} }, - apps: [], - runtimeInfos: {}, - progressUpdateIntervalMs: 500, - jobName: 'paragraph_1597958104590_901298942', - id: 'paragraph_1596519508360_932236116', - dateCreated: '2020-08-20 21:15:04.590', - status: 'READY', - }, - { - title: 'Paragraph inserted', - text: '%md\n\n## Greetings!\n* Yay! you may import and export me ', - user: 'anonymous', - dateUpdated: '2020-08-20 21:15:04.590', - config: {}, - settings: { params: {}, forms: {} }, - apps: [], - runtimeInfos: {}, - progressUpdateIntervalMs: 500, - jobName: 'paragraph_1597958104590_1715920734', - id: 'paragraph_1596742076640_674206137', - dateCreated: '2020-08-20 21:15:04.590', - status: 'READY', - }, - { - title: 'Paragraph inserted', - text: - "%md\n\n### Let's use Visualization API with dashboard container to embed Visualizations in notebooks\n2. **Unpin** the container to *edit the size* or *delete it*\n3. **Refresh** the container after *date is changed*", - user: 'anonymous', - dateUpdated: '2020-08-20 21:15:04.590', - config: {}, - settings: { params: {}, forms: {} }, - apps: [], - runtimeInfos: {}, - progressUpdateIntervalMs: 500, - jobName: 'paragraph_1597958104590_931410594', - id: 'paragraph_1596524302932_2112910756', - dateCreated: '2020-08-20 21:15:04.590', - status: 'READY', - }, - { - title: 'VISUALIZATION', - text: - '%sh #vizobject:{"viewMode":"view","panels":{"1":{"gridData":{"x":15,"y":0,"w":20,"h":20,"i":"1"},"type":"visualization","explicitInput":{"id":"1","savedObjectId":"06cf9c40-9ee8-11e7-8711-e7a007dcef99"}}},"isFullScreenMode":false,"filters":[],"useMargins":false,"id":"iab4eaba1-e32b-11ea-aac8-99f209533253","timeRange":{"to":"2020-08-20T21:25:28.538Z","from":"2020-07-21T21:25:28.538Z"},"title":"embed_viz_iab4eaba1-e32b-11ea-aac8-99f209533253","query":{"query":"","language":"lucene"},"refreshConfig":{"pause":true,"value":15}}', - user: 'anonymous', - dateUpdated: '2020-08-20 21:25:28.588', - config: {}, - settings: { params: {}, forms: {} }, - apps: [], - runtimeInfos: {}, - progressUpdateIntervalMs: 500, - jobName: 'paragraph_1597958728587_1310320520', - id: 'paragraph_1597958728587_1310320520', - dateCreated: '2020-08-20 21:25:28.587', - status: 'READY', - }, - ], - name: 'Embed Vizualization', - id: '2FJH8PW8K', - defaultInterpreterGroup: 'spark', - version: '0.9.0-preview2', - noteParams: {}, - noteForms: {}, - angularObjects: {}, - config: { isZeppelinNotebookCronEnable: false }, - info: {}, -}; - -// Parsed Output of sample notebook2 -export const sampleParsedParagraghs2 = [ - { - uniqueId: 'paragraph_1596519508360_932236116', - isRunning: false, - inQueue: false, - ishovered: false, - isSelected: false, - isInputHidden: false, - isOutputHidden: false, - showAddPara: false, - isVizualisation: false, - vizObjectInput: '', - id: 1, - inp: - "%md \n\n### Hi Everyone\n* Here's a demo on **OpenSearch Dashboards Notebooks**\n* You may use the top left buttons to play around with notebooks and Paragraphs", - lang: 'text/x-', - editorLanguage: '', - typeOut: [], - out: [], - }, - { - uniqueId: 'paragraph_1596742076640_674206137', - isRunning: false, - inQueue: false, - ishovered: false, - isSelected: false, - isInputHidden: false, - isOutputHidden: false, - showAddPara: false, - isVizualisation: false, - vizObjectInput: '', - id: 2, - inp: '%md\n\n## Greetings!\n* Yay! you may import and export me ', - lang: 'text/x-md', - editorLanguage: 'md', - typeOut: [], - out: [], - }, - { - uniqueId: 'paragraph_1596524302932_2112910756', - isRunning: false, - inQueue: false, - ishovered: false, - isSelected: false, - isInputHidden: false, - isOutputHidden: false, - showAddPara: false, - isVizualisation: false, - vizObjectInput: '', - id: 3, - inp: - "%md\n\n### Let's use Visualization API with dashboard container to embed Visualizations in notebooks\n2. **Unpin** the container to *edit the size* or *delete it*\n3. **Refresh** the container after *date is changed*", - lang: 'text/x-md', - editorLanguage: 'md', - typeOut: [], - out: [], - }, - { - uniqueId: 'paragraph_1597958728587_1310320520', - isRunning: false, - inQueue: false, - ishovered: false, - isSelected: false, - isInputHidden: false, - isOutputHidden: false, - showAddPara: false, - isVizualisation: true, - vizObjectInput: - '{"viewMode":"view","panels":{"1":{"gridData":{"x":15,"y":0,"w":20,"h":20,"i":"1"},"type":"visualization","explicitInput":{"id":"1","savedObjectId":"06cf9c40-9ee8-11e7-8711-e7a007dcef99"}}},"isFullScreenMode":false,"filters":[],"useMargins":false,"id":"iab4eaba1-e32b-11ea-aac8-99f209533253","timeRange":{"to":"2020-08-20T21:25:28.538Z","from":"2020-07-21T21:25:28.538Z"},"title":"embed_viz_iab4eaba1-e32b-11ea-aac8-99f209533253","query":{"query":"","language":"lucene"},"refreshConfig":{"pause":true,"value":15}}', - id: 4, - inp: - '%sh #vizobject:{"viewMode":"view","panels":{"1":{"gridData":{"x":15,"y":0,"w":20,"h":20,"i":"1"},"type":"visualization","explicitInput":{"id":"1","savedObjectId":"06cf9c40-9ee8-11e7-8711-e7a007dcef99"}}},"isFullScreenMode":false,"filters":[],"useMargins":false,"id":"iab4eaba1-e32b-11ea-aac8-99f209533253","timeRange":{"to":"2020-08-20T21:25:28.538Z","from":"2020-07-21T21:25:28.538Z"},"title":"embed_viz_iab4eaba1-e32b-11ea-aac8-99f209533253","query":{"query":"","language":"lucene"},"refreshConfig":{"pause":true,"value":15}}', - lang: 'text/x-', - editorLanguage: '', - typeOut: [], - out: [], - }, -]; - -// Sample notebook with no paragraph Id -export const sampleNotebook3 = { - paragraphs: [ - { - text: - "%md \n\n### Hi Everyone\n* Here's a demo on **OpenSearch Dashboards Notebooks**\n* You may use the top left buttons to play around with notebooks and Paragraphs", - user: 'anonymous', - dateUpdated: '2020-08-20 21:15:04.590', - config: {}, - settings: { params: {}, forms: {} }, - results: { - code: 'SUCCESS', - msg: [ - { - type: 'HTML', - data: - '
\n

Hi Everyone

\n
    \n
  • Here’s a demo on OpenSearch Dashboards Notebooks
    • \n
  • You may use the top left buttons to play around with notebooks and Paragraphs
    • \n
\n\n
', - }, - ], - }, - apps: [], - runtimeInfos: {}, - progressUpdateIntervalMs: 500, - jobName: 'paragraph_1597958104590_901298942', - dateCreated: '2020-08-20 21:15:04.590', - status: 'READY', - }, - ], - name: 'Embed Vizualization', - id: '2FJH8PW8K', - defaultInterpreterGroup: 'spark', - version: '0.9.0-preview2', - noteParams: {}, - noteForms: {}, - angularObjects: {}, - config: { isZeppelinNotebookCronEnable: false }, - info: {}, -}; - -// Sample notebook with no VISUALIZAITON title -export const sampleNotebook4 = { - paragraphs: [ - { - text: - '%sh #vizobject:{"viewMode":"view","panels":{"1":{"gridData":{"x":15,"y":0,"w":20,"h":20,"i":"1"},"type":"visualization","explicitInput":{"id":"1","savedObjectId":"06cf9c40-9ee8-11e7-8711-e7a007dcef99"}}},"isFullScreenMode":false,"filters":[],"useMargins":false,"id":"iab4eaba1-e32b-11ea-aac8-99f209533253","timeRange":{"to":"2020-08-20T21:25:28.538Z","from":"2020-07-21T21:25:28.538Z"},"title":"embed_viz_iab4eaba1-e32b-11ea-aac8-99f209533253","query":{"query":"","language":"lucene"},"refreshConfig":{"pause":true,"value":15}}', - user: 'anonymous', - dateUpdated: '2020-08-20 21:25:28.588', - config: {}, - settings: { params: {}, forms: {} }, - apps: [], - runtimeInfos: {}, - progressUpdateIntervalMs: 500, - jobName: 'paragraph_1597958728587_1310320520', - id: 'paragraph_1597958728587_1310320520', - dateCreated: '2020-08-20 21:25:28.587', - status: 'READY', - }, - ], - name: 'Embed Vizualization', - id: '2FJH8PW8K', - defaultInterpreterGroup: 'spark', - version: '0.9.0-preview2', - noteParams: {}, - noteForms: {}, - angularObjects: {}, - config: { isZeppelinNotebookCronEnable: false }, - info: {}, -}; - -// Sample notebook with no input and output -export const sampleNotebook5 = { - paragraphs: [ - { - user: 'anonymous', - dateUpdated: '2020-08-20 21:25:28.588', - config: {}, - settings: { params: {}, forms: {} }, - apps: [], - runtimeInfos: {}, - progressUpdateIntervalMs: 500, - jobName: 'paragraph_1597958728587_1310320520', - id: 'paragraph_1597958728587_1310320520', - dateCreated: '2020-08-20 21:25:28.587', - status: 'READY', - }, - ], - name: 'Embed Vizualization', - id: '2FJH8PW8K', - defaultInterpreterGroup: 'spark', - version: '0.9.0-preview2', - noteParams: {}, - noteForms: {}, - angularObjects: {}, - config: { isZeppelinNotebookCronEnable: false }, - info: {}, -}; diff --git a/public/components/notebooks/components/helpers/__tests__/zeppelin_parser.test.tsx b/public/components/notebooks/components/helpers/__tests__/zeppelin_parser.test.tsx deleted file mode 100644 index e6c5b351e1..0000000000 --- a/public/components/notebooks/components/helpers/__tests__/zeppelin_parser.test.tsx +++ /dev/null @@ -1,44 +0,0 @@ -/* - * Copyright OpenSearch Contributors - * SPDX-License-Identifier: Apache-2.0 - */ - -import { zeppelinParagraphParser } from '../zeppelin_parser'; -import { - sampleNotebook1, - sampleNotebook2, - sampleNotebook3, - sampleNotebook4, - sampleNotebook5, - sampleParsedParagraghs1, - sampleParsedParagraghs2, -} from './sampleZeppelinNotebooks'; - -// Perfect schema -describe('Testing Zeppelin backend parser function with perfect schema', () => { - test('zeppelinParagraphParserTest1', (done) => { - const parsedParagraphs1 = zeppelinParagraphParser(sampleNotebook1.paragraphs); - const parsedParagraphs2 = zeppelinParagraphParser(sampleNotebook2.paragraphs); - const parsedParagraphs3 = zeppelinParagraphParser([]); - expect(parsedParagraphs1).toEqual(sampleParsedParagraghs1); - expect(parsedParagraphs2).toEqual(sampleParsedParagraghs2); - expect(parsedParagraphs3).toEqual([]); - done(); - }); -}); - -// Issue in schema -describe('Testing default backend parser function with wrong schema', () => { - test('zeppelinParagraphParserTest2', (done) => { - expect(() => { - const parsedParagraphs1 = zeppelinParagraphParser(sampleNotebook3.paragraphs); - }).toThrow(Error); - expect(() => { - const parsedParagraphs2 = zeppelinParagraphParser(sampleNotebook4.paragraphs); - }).toThrow(Error); - expect(() => { - const parsedParagraphs3 = zeppelinParagraphParser(sampleNotebook5.paragraphs); - }).toThrow(Error); - done(); - }); -}); diff --git a/public/components/notebooks/components/helpers/zeppelin_parser.tsx b/public/components/notebooks/components/helpers/zeppelin_parser.tsx deleted file mode 100644 index f2293c3a72..0000000000 --- a/public/components/notebooks/components/helpers/zeppelin_parser.tsx +++ /dev/null @@ -1,149 +0,0 @@ -/* - * Copyright OpenSearch Contributors - * SPDX-License-Identifier: Apache-2.0 - */ - -/* This file contains parsing functions - * These functions have to be changed based on backend configuration - * If backend changes the incoming paragraph structures may change, so parsing adapts to it - */ - -import { ParaType } from '../../../common'; - -const visualizationPrefix = '%sh #vizobject:'; -const observabilityVisualizationPrefix = '%sh #observabilityviz:'; - -const langSupport = { - '%sh': 'shell', - '%md': 'md', - '%python': 'python', - '%opensearchsql': 'sql', - '%elasticsearch': 'json', -}; - -// Get the coding language from a Zeppelin paragraph input -// Param: textHeader-> header on a Zeppelin paragraph example "%md" -const parseCodeLanguage = (textHeader: string) => { - const codeLanguage = langSupport[textHeader]; - return codeLanguage || ''; -}; - -// Get the type of output message from a Zeppelin paragraph -// Param: Zeppelin Paragraph -const parseMessage = (paraObject: any) => { - try { - let mtype = []; - let mdata = []; - paraObject.results.msg.map((msg: { type: string; data: string }) => { - mtype.push(msg.type); - mdata.push(msg.data); - }); - return { - outputType: mtype, - outputData: mdata, - }; - } catch (error) { - return { - outputType: [], - outputData: [], - }; - } -}; - -// Get the type of output message from a Zeppelin paragraph -// Param: Zeppelin Paragraph -const parseText = (paraObject: any) => { - if ('text' in paraObject) { - return paraObject.text; - } else { - throw new Error('Input text parse issue'); - } -}; - -// Get the visualization from a Zeppelin Paragraph input -// All Visualizations in Zeppelin are stored as shell comment -> "%sh #vizobject:" -// TODO: This is a workaround need to look for better solutions -// Param: Zeppelin Paragraph -const parseVisualization = (paraObject: any) => { - let vizContent = ''; - if ( - paraObject.hasOwnProperty('text') && - paraObject.text.substring(0, 15) === visualizationPrefix - ) { - if (paraObject.title !== 'VISUALIZATION') { - throw new Error('Visualization parse issue'); - } - vizContent = paraObject.text.substring(15); - return { - isViz: true, - VizObject: vizContent, - }; - } - - if ( - paraObject.hasOwnProperty('text') && - paraObject.text.substring(0, 22) === observabilityVisualizationPrefix - ) { - if (paraObject.title !== 'OBSERVABILITY_VISUALIZATION') { - throw new Error('Visualization parse issue'); - } - vizContent = paraObject.text.substring(22); - return { - isViz: true, - VizObject: vizContent, - }; - } - - return { - isViz: false, - VizObject: vizContent, - }; -}; - -// This parser is used to get paragraph id -// Param: Zeppelin Paragraph -const parseId = (paraObject: any) => { - if ('id' in paraObject) { - return paraObject.id; - } else { - throw new Error('Id not found in paragraph'); - } -}; - -// This parser helps to convert Zeppelin paragraphs to a common ParaType format -// This parsing makes any backend notebook compatible with notebooks plugin -export const zeppelinParagraphParser = (zeppelinBackendParagraphs: any) => { - let parsedPara: Array = []; - try { - zeppelinBackendParagraphs.map((paraObject: ParaType, index: number) => { - const paragraphId = parseId(paraObject); - const vizParams = parseVisualization(paraObject); - const inputParam = parseText(paraObject); - const codeLanguage = parseCodeLanguage(inputParam.split('\n')[0].split('.')[0]); - const message = parseMessage(paraObject); - - let tempPara = { - uniqueId: paragraphId, - isRunning: false, - inQueue: false, - ishovered: false, - isSelected: false, - isInputHidden: false, - isOutputHidden: false, - showAddPara: false, - isVizualisation: vizParams.isViz, - vizObjectInput: vizParams.VizObject, - id: index + 1, - inp: inputParam, - lang: 'text/x-' + codeLanguage, - editorLanguage: codeLanguage, - typeOut: message.outputType, - out: message.outputData, - }; - parsedPara.push(tempPara); - }); - return parsedPara; - } catch (error) { - throw new Error('Parsing Paragraph Issue ' + error); - } -}; diff --git a/public/components/notebooks/components/notebook.tsx b/public/components/notebooks/components/notebook.tsx index d86d8486fe..4f22f146fc 100644 --- a/public/components/notebooks/components/notebook.tsx +++ b/public/components/notebooks/components/notebook.tsx @@ -33,7 +33,6 @@ import { DashboardStart } from '../../../../../../src/plugins/dashboard/public'; import { CREATE_NOTE_MESSAGE, NOTEBOOKS_API_PREFIX, - NOTEBOOKS_SELECTED_BACKEND, } from '../../../../common/constants/notebooks'; import { UI_DATE_FORMAT } from '../../../../common/constants/shared'; import { ParaType } from '../../../../common/types/notebooks'; @@ -45,7 +44,6 @@ import { contextMenuViewReports, generateInContextReport, } from './helpers/reporting_context_menu_helper'; -import { zeppelinParagraphParser } from './helpers/zeppelin_parser'; import { Paragraphs } from './paragraph_components/paragraphs'; const panelStyles: CSS.Properties = { float: 'left', @@ -140,12 +138,7 @@ export class Notebook extends Component { try { let parsedPara; // @ts-ignore - if (NOTEBOOKS_SELECTED_BACKEND === 'ZEPPELIN') { - parsedPara = zeppelinParagraphParser(paragraphs); - this.setState({ vizPrefix: '%sh #vizobject:' }); - } else { - parsedPara = defaultParagraphParser(paragraphs); - } + parsedPara = defaultParagraphParser(paragraphs); parsedPara.forEach((para: ParaType) => { para.isInputExpanded = this.state.selectedViewId === 'input_only'; para.paraRef = React.createRef(); diff --git a/public/components/notebooks/docs/dev/Zeppelin_backend_adaptor.md b/public/components/notebooks/docs/dev/Zeppelin_backend_adaptor.md deleted file mode 100644 index 054c1a886e..0000000000 --- a/public/components/notebooks/docs/dev/Zeppelin_backend_adaptor.md +++ /dev/null @@ -1,129 +0,0 @@ -# Zeppelin Backend Adaptor - -## Contents - -1. [**Zeppelin Backend Service**](#zeppelin-backend-service) -2. [**Apache Zeppelin Setup**](#apache-zeppelin-setup) - -## Zeppelin Backend Service - -**Apache Zeppelin** provides several REST APIs for interaction and remote activation of zeppelin functionality. All REST APIs are available starting with the following endpoint `http://[zeppelin-server]:[zeppelin-port]/api`. - -![Zeppelin Server](images/zeppelin_architecture.png) - -1. **APIs Provided:** - 1. **[Server:](http://zeppelin.apache.org/docs/0.9.0/usage/rest_api/zeppelin_server.html)** Get status, version, Log Level - 2. **[Interpreter:](http://zeppelin.apache.org/docs/0.9.0/usage/rest_api/interpreter.html)** Get interpreter settings, create/update/restart/delete interpreter setting - 3. **[Notebook:](http://zeppelin.apache.org/docs/0.9.0/usage/rest_api/notebook.html)** Create/update/restart/delete note and paragraph ops - 4. **[Repository:](http://zeppelin.apache.org/docs/0.9.0/usage/rest_api/notebook_repository.html)** Get/Update NB repo - 5. **[Configuration:](http://zeppelin.apache.org/docs/0.9.0/usage/rest_api/configuration.html)** Get all [Zeppelin config](http://zeppelin.apache.org/docs/0.9.0/setup/operation/configuration.html) - server port, ssl, S3 bucket, S3.user - 6. **[Credential:](http://zeppelin.apache.org/docs/0.9.0/usage/rest_api/credential.html)** List credentials for all users, create/delete - 7. **[Helium:](http://zeppelin.apache.org/docs/0.9.0/usage/rest_api/helium.html)** Contains APIs for all plugin packages (Not needed as of now) -2. **Security:** - 1. By default the APIs are exposed to anonymous user - 2. Recommended way to use **access control**: **[Shiro Auth](http://zeppelin.apache.org/docs/0.9.0/setup/security/shiro_authentication.html)** - 1. Need to change [**Shiro.ini (Apache link)**](http://shiro.apache.org/configuration.html#ini-sections) in conf directory - 2. Ideally should be used with [**Apache KnoxSSO**](https://knox.apache.org/books/knox-0-13-0/dev-guide.html#KnoxSSO+Integration) - 3. Also, [Notebooks](http://zeppelin.apache.org/docs/0.9.0/setup/security/notebook_authorization.html) can have access control based on Shiro defined users -3. **Deployment:** - 1. Recommended way is to use stand alone docker - 2. Create a **custom docker** with new Shiro & Zeppelin configs and set interpreter config for OpenSearch and OpenSearch-sql. - 3. Sample scripts available in `scripts/docker/spark-cluster-managers` -4. **Storage:** - 1. Apache Zeppelin has a pluggable notebook storage mechanism controlled by `zeppelin.notebook.storage` configuration option with multiple implementations. - 2. Zeppelin has** built-in S3/github connector**. Just provide credentials in [properties or env-sh](http://zeppelin.apache.org/docs/0.9.0/setup/storage/storage.html#notebook-storage-in-s3) - 3. The notebooks are automatically synced by Zeppelin - -## **Apache Zeppelin Setup** - -- https://zeppelin.apache.org/ -- Web-based notebook that enables data-driven, interactive data analytics and collaborative documents with SQL, Scala and more. -- **[Installation Steps](http://zeppelin.apache.org/docs/0.9.0/quickstart/install.html)** - - http://zeppelin.apache.org/download.html → Install using Binary package with all interpreters. - - Unpack the downloaded tar - - To Run the service use `bin/zeppelin-daemon.sh start` - - To Stop the service use `bin/zeppelin-daemon.sh stop` - - Service starts on port 8080 - - If on a remote server (like ec2) and want to use server IP to access the notebook: - - Make sure your inbound/outbound ports are set correctly on the remote machine - - You may want to change the Zeppelin host ip to 0.0.0.0 (or keep it localhost) - - To change the host ip use the `zeppelin-site.xml.template` inside “conf/“ directory - - `cp conf/zeppelin-site.xml.template conf/zeppelin-site.xml` - - `vi conf/zeppelin-site.xml` and edit the host ip - - Then restart the service -- **[Optional] Setup OpenSearch Interpreter:** - - - [Zeppelin OpenSearch interpreter Documentation](https://zeppelin.apache.org/docs/0.9.0/interpreter/elasticsearch.html) - - This interpreter can be used for OpenSearch: - - - **Note: current issues with OpenSearch Interpreter in Zeppelin** - - User needs to remove ssl flag from the OpenSearch config as Zeppelin doesn’t support ssl request yet: https://issues.apache.org/jira/browse/ZEPPELIN-2031 so run the OpenSearch service without ssl enabled - - Zeppelin has “no support for ssl” (only uses http) in elastic interpreter: - - [Code](https://github.com/apache/zeppelin/blob/0b8423c62ae52f3716d4bb63d60762fee6910788/elasticsearch/src/main/java/org/apache/zeppelin/elasticsearch/client/HttpBasedClient.java#L105) - - [Apache Issues](https://issues.apache.org/jira/browse/ZEPPELIN-2031) - - Zeppelin has “no issue in search query” in elastic interpreter: - - [Apache Issues](https://issues.apache.org/jira/browse/ZEPPELIN-4843?jql=project%20%3D%20ZEPPELIN%20AND%20status%20%3D%20Open%20AND%20text%20~%20%22elasticsearch%22) - - Zeppelin “No support for search template“ issue in elastic interpreter: - - [Apache Issues](https://issues.apache.org/jira/browse/ZEPPELIN-4184?jql=project%20%3D%20ZEPPELIN%20AND%20text%20~%20%22elastic%20search%22) - - **To Change the interpreter settings of Elastic Search Interpreter on Zeppelin:** - - Open Zeppelin in browser `localhost:8080` - - Please click the top right menu beside drop down and select interpreter option - - In the interpreters window, search for elasticsearch interpreter - - Edit config parameters similar to that your local/remote service - - You’ll be prompted to restart the interpreter -> Click on ok - - **If using the default settings, add below mentioned changes in interpreter config:** - - - Change transport.type to http - - host → localhost (if running on same machine as Zeppelin) & port → 9200 - - username: admin & password: admin - - Once configured the screen should look like this: - ![OpenSearch Interpreter](images/opensearch-zeppelin.png) - - - Start a new notebook to try out the below commands - - Run a shell command from notebook to check availability of OpenSearch: - - `%sh curl -XGET http://localhost:9200 -u admin:admin` - -``` -%elasticsearch -index movies/default/1 { - "title": "The Godfather", - "director": "Francis Ford Coppola", - "year": 1972, - "genres": ["Crime", "Drama"], - "rating":5 -} -``` - -- **[Optional] Setup OpenSearch-SQL JDBC Interpreter:** - - [Zeppelin JDBC Interpreter Documentation](https://zeppelin.apache.org/docs/0.9.0/interpreter/jdbc.html) - - Zeppelin has a generic JDBC interpreter, we can use this to add our OpenSearch-SQL Driver - - Download [OpenSearch-SQL Driver](https://opensearch.org/) Jar file - - To Use JDBC interpreter: - - **To add the JDBC interpreter settings for OpenSearch-SQL:** - - Open Zeppelin in browser `localhost:8080` - - Please click the top right menu beside drop down and select interpreter option - - Click on "+ Create" Button - - Add OpenSearch-SQL interpreter with type JDBC **configure name: “opensearchsql”** - - Note: The name you assign to the interpreter is used later for accessing paragraphs in notebook - “%opensearchsql” - - Edit config for with OpenSearch-SQL Driver details (Please refer to the [Github README](https://github.com/opensearch-project/sql/tree/main/sql-jdbc)) - - **If using the default settings, add below mentioned changes in interpreter config:** - - Edit the url: `jdbc:elasticsearch://localhost:9200` - - Edit the driver class: `org.opensearch.jdbc.Driver` - - Edit the username to admin - - Edit the password to admin - - Add absolute path to the Jar in the last input box - - You’ll be prompted to restart the interpreter -> Click on ok - - Once configured the screen should look like this: - ![SQL Interpreter](images/opensearch-zeppelin-settings.png) - - - Open a notebook and run below commands to check if interpreter settings are set correctly - -``` -%opensearchsql -SELECT * FROM movies -``` - -- **Appendix:** - - **[More on Zeppelin UI](http://zeppelin.apache.org/docs/latest/quickstart/explore_ui.html)** - - [**More on Zeppelin Config**](http://zeppelin.apache.org/docs/latest/setup/operation/configuration.html) - - [**S3-Notebook Storage**](http://zeppelin.apache.org/docs/0.8.2/setup/storage/storage.html#notebook-storage-in-s3) diff --git a/public/components/notebooks/docs/dev/images/zeppelin_architecture.png b/public/components/notebooks/docs/dev/images/zeppelin_architecture.png deleted file mode 100644 index cc1a64e70c61a866dbcf5bf6908ae772d4de9be6..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 193552 zcmc$^V|S)a6E+&#p4gh$&cwEjE4FjR6Wg|viEUdGPi))v&i%am-G5~Vm zS=yL_fB>_i)$}az)i4A)oXyF|r&Mg%f?fUyB2pkGs=1l 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Hi Everyone,

\n

Here’s an intro to OpenSearch Dashboards Notebooks

\n
    \n
  • You may use the top left buttons to create, rename, clone, delete, import and export with notebooks
    • \n
  • Inner top left buttons are used to run, save, clone, delete the selected paragraph.
    • \n
  • Long hover over the buttons to see Tooltip helpers
    • \n
\n\n"}]},"apps":[],"runtimeInfos":{},"progressUpdateIntervalMs":500,"jobName":"paragraph_1597958104590_901298942","id":"paragraph_1596519508360_932236116","dateCreated":"2020-08-20 21:15:04.590","dateStarted":"2020-08-21 00:55:58.362","dateFinished":"2020-08-21 00:55:58.368","status":"FINISHED"},{"title":"CODE","text":"%md\n\n## Greetings!\n* Yay! you may import and export me as json files\n* **Run** a paragraph with a keyboard shortcut **\"Shift+Enter\"**\n* In Zeppelin each paragraph has to have a \"%[interpreter]\" header (like %md in this paragraph)","user":"anonymous","dateUpdated":"2020-08-21 01:08:56.942","config":{},"settings":{"params":{},"forms":{}},"results":{"code":"SUCCESS","msg":[{"type":"HTML","data":"
\n

Greetings!

\n
    \n
  • Yay! you may import and export me as json files
    • \n
  • Run a paragraph with a keyboard shortcut “Shift+Enter”
    • \n
  • In Zeppelin each paragraph has to have a “%[interpreter]” header (like %md in this paragraph)
    • \n
\n\n
"}]},"apps":[],"runtimeInfos":{},"progressUpdateIntervalMs":500,"jobName":"paragraph_1597972120089_1145163794","id":"paragraph_1597972120089_1145163794","dateCreated":"2020-08-21 01:08:40.089","dateStarted":"2020-08-21 01:08:56.944","dateFinished":"2020-08-21 01:08:56.952","status":"FINISHED"},{"title":"Paragraph inserted","text":"%md\n\n## Now that you are using Zeppelin \n* Checkout how to [setup other interpreters](https://zeppelin.apache.org/docs/0.9.0/#available-interpreters)\n* To setup Elasticsearch interpreter and OpenSearch-SQL interpreters [checkout](https://github.com/opensearch-project/dashboards-notebooks/blob/dev/docs/dev/Zeppelin_backend_adaptor.md#apache-zeppelin-setup)\n","user":"anonymous","dateUpdated":"2020-08-21 01:08:52.286","config":{},"settings":{"params":{},"forms":{}},"results":{"code":"SUCCESS","msg":[{"type":"HTML","data":"
\n

Now that you are using Zeppelin

\n\n\n
"}]},"apps":[],"runtimeInfos":{},"progressUpdateIntervalMs":500,"jobName":"paragraph_1597958104590_1715920734","id":"paragraph_1596742076640_674206137","dateCreated":"2020-08-20 21:15:04.590","dateStarted":"2020-08-21 01:08:52.288","dateFinished":"2020-08-21 01:08:52.295","status":"FINISHED"},{"title":"Paragraph inserted","text":"%md\n\n### Hover between paragraphs to add a Saved Visualization or a New Paragraph\n2. **Unpin** the container to *edit the size* or *delete it*\n3. **Refresh** the container after *date is changed*","user":"anonymous","dateUpdated":"2020-08-21 01:09:14.147","config":{},"settings":{"params":{},"forms":{}},"results":{"code":"SUCCESS","msg":[{"type":"HTML","data":"
\n

Hover between paragraphs to add a Saved Visualization or a New Paragraph

\n
    \n
  1. Unpin the container to edit the size or delete it
    2. \n
  2. Refresh the container after date is changed
    3. \n
\n\n
"}]},"apps":[],"runtimeInfos":{},"progressUpdateIntervalMs":500,"jobName":"paragraph_1597958104590_931410594","id":"paragraph_1596524302932_2112910756","dateCreated":"2020-08-20 21:15:04.590","dateStarted":"2020-08-21 01:09:14.149","dateFinished":"2020-08-21 01:09:14.160","status":"FINISHED"},{"title":"CODE","text":"%md\n\n# Start typing here","user":"anonymous","dateUpdated":"2020-08-21 00:56:41.827","config":{},"settings":{"params":{},"forms":{}},"results":{"code":"SUCCESS","msg":[{"type":"HTML","data":"
\n

Start typing here

\n\n
"}]},"apps":[],"runtimeInfos":{},"progressUpdateIntervalMs":500,"jobName":"paragraph_1597971380477_32105829","id":"paragraph_1597971380477_32105829","dateCreated":"2020-08-21 00:56:20.477","dateStarted":"2020-08-21 00:56:41.830","dateFinished":"2020-08-21 00:56:41.836","status":"FINISHED"}],"name":"Introduction Notebook-Zeppelin","id":"2FJH8PW8K","defaultInterpreterGroup":"spark","version":"0.9.0-preview2","noteParams":{},"noteForms":{},"angularObjects":{},"config":{"isZeppelinNotebookCronEnable":false},"info":{}} diff --git a/public/components/notebooks/docs/example_notebooks/zeppelin/Log Analysis-Zeppelin.json b/public/components/notebooks/docs/example_notebooks/zeppelin/Log Analysis-Zeppelin.json deleted file mode 100644 index 61571248e3..0000000000 --- a/public/components/notebooks/docs/example_notebooks/zeppelin/Log Analysis-Zeppelin.json +++ /dev/null @@ -1 +0,0 @@ -{"paragraphs":[{"title":"CODE","text":"%md\n## Let's use Zeppelin Adaptor to explore data with Inter-Para Communication\n* Before diving into this notebook make sure:\n * You have integrated [**Sample web logs**](https://www.elastic.co/guide/en/kibana/7.8/getting-started.html#get-data-in)\n * You have used the **Introduction Notebook**\n * You have setup a [**python interpreter**](https://zeppelin.apache.org/docs/0.9.0/interpreter/python.html) & [**OpenSearch-SQL interpreter**](https://github.com/opensearch-project/dashboards-notebooks/blob/dev/docs/dev/Zeppelin_backend_adaptor.md#apache-zeppelin-setup)","user":"anonymous","dateUpdated":"2020-08-21 01:07:36.617","config":{},"settings":{"params":{},"forms":{}},"results":{"code":"SUCCESS","msg":[{"type":"HTML","data":"
\n

Let’s use Zeppelin Adaptor to explore data with Inter-Para Communication

\n\n\n
"}]},"apps":[],"runtimeInfos":{},"progressUpdateIntervalMs":500,"jobName":"paragraph_1597970420851_2109527240","id":"paragraph_1597970420851_2109527240","dateCreated":"2020-08-21 00:40:20.851","dateStarted":"2020-08-21 01:07:36.619","dateFinished":"2020-08-21 01:07:36.626","status":"FINISHED"},{"title":"CODE","text":"%md\n## We'll use the pre-indexed sample web logs provided by OpenSearch Dashboards \n* Make an OpenSearch-SQL query \n* Import the output of SQL query in a python paragraph\n* Plot an anomaly graph using python-matplot","user":"anonymous","dateUpdated":"2020-08-21 00:58:02.620","config":{},"settings":{"params":{},"forms":{}},"results":{"code":"SUCCESS","msg":[{"type":"HTML","data":"
\n

We’ll use the pre-indexed sample web logs provided by OpenSearch Dashboards

\n
    \n
  • Make an OpenSearch-SQL query
    • \n
  • Import the output of SQL query in a python paragraph
    • \n
  • Plot an anomaly graph using python-matplot
    • \n
\n\n
"}]},"apps":[],"runtimeInfos":{},"progressUpdateIntervalMs":500,"jobName":"paragraph_1597971322703_978148592","id":"paragraph_1597971322703_978148592","dateCreated":"2020-08-21 00:55:22.703","dateStarted":"2020-08-21 00:58:02.629","dateFinished":"2020-08-21 00:58:02.634","status":"FINISHED"},{"title":"Paragraph inserted","text":"%md\n**OpenSearch-SQL Query to fetch size of request and agent data for all the web requests made**\nSelect bytes,agent from opensearch_dashboards_sample_data_logs\n","user":"anonymous","dateUpdated":"2020-08-20 21:16:13.576","config":{"editorSetting":{"language":"scala","editOnDblClick":false,"completionKey":"TAB","completionSupport":true},"colWidth":12,"editorMode":"ace/mode/scala","fontSize":9,"results":{},"enabled":true},"settings":{"params":{},"forms":{}},"results":{"code":"SUCCESS","msg":[{"type":"HTML","data":"
\n

OpenSearch-SQL Query to fetch size of request and agent data for all the web requests made
\nSelect bytes,agent from opensearch_dashboards_sample_data_logs

\n\n
"}]},"apps":[],"runtimeInfos":{},"progressUpdateIntervalMs":500,"jobName":"paragraph_1597958173576_437396150","id":"paragraph_1591897831553_-310393619","dateCreated":"2020-08-20 21:16:13.576","status":"READY"},{"title":"Paragraph inserted","text":"%opensearchsql(saveAs=data_logs)\nselect bytes,agent from opensearch_dashboards_sample_data_logs","user":"anonymous","dateUpdated":"2020-08-20 21:16:13.576","config":{"saveAs":"opensearch_dashboards_sample_data_logs","editorSetting":{"language":"sql","editOnDblClick":false,"completionKey":"TAB","completionSupport":true},"colWidth":12,"editorMode":"ace/mode/sql","fontSize":9,"results":{"0":{"graph":{"mode":"table","height":300,"optionOpen":false,"setting":{"table":{"tableGridState":{},"tableColumnTypeState":{"names":{"bytes":"string","agent":"string"},"updated":false},"tableOptionSpecHash":"[{\"name\":\"useFilter\",\"valueType\":\"boolean\",\"defaultValue\":false,\"widget\":\"checkbox\",\"description\":\"Enable filter for columns\"},{\"name\":\"showPagination\",\"valueType\":\"boolean\",\"defaultValue\":false,\"widget\":\"checkbox\",\"description\":\"Enable pagination for better navigation\"},{\"name\":\"showAggregationFooter\",\"valueType\":\"boolean\",\"defaultValue\":false,\"widget\":\"checkbox\",\"description\":\"Enable a footer for displaying aggregated values\"}]","tableOptionValue":{"useFilter":false,"showPagination":false,"showAggregationFooter":false},"updated":false,"initialized":false}},"commonSetting":{}}}},"enabled":true},"settings":{"params":{},"forms":{}},"results":{"code":"SUCCESS","msg":[{"type":"TABLE","data":"bytes\tagent\n6219\tMozilla/5.0 (X11; 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Import this query output in python

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1979952Mozilla/5.0 (X11; Linux x86_64; rv:6.0a1) Geck...
1987873Mozilla/5.0 (X11; Linux x86_64; rv:6.0a1) Geck...
1993050Mozilla/5.0 (X11; Linux x86_64; rv:6.0a1) Geck...
\n

200 rows × 2 columns

\n
"}]},"apps":[],"runtimeInfos":{},"progressUpdateIntervalMs":500,"jobName":"paragraph_1597958173577_325755404","id":"paragraph_1591898708896_1841265952","dateCreated":"2020-08-20 21:16:13.577","status":"READY"},{"title":"Paragraph inserted","text":"\n%md\n**Plot a scatter graph for requests made per browser using matplot**\n","user":"anonymous","dateUpdated":"2020-08-20 21:16:13.577","config":{"editorSetting":{"language":"scala","editOnDblClick":false,"completionKey":"TAB","completionSupport":true},"colWidth":12,"editorMode":"ace/mode/scala","fontSize":9,"results":{},"enabled":true},"settings":{"params":{},"forms":{}},"results":{"code":"SUCCESS","msg":[{"type":"HTML","data":"
\n

Plot a scatter graph for requests made per browser using matplot

\n\n
"}]},"apps":[],"runtimeInfos":{},"progressUpdateIntervalMs":500,"jobName":"paragraph_1597958173577_2096035472","id":"paragraph_1591899582298_-864868294","dateCreated":"2020-08-20 21:16:13.577","status":"READY"},{"title":"Paragraph inserted","text":"%python.ipython\n\n%matplotlib inline\n\nimport warnings\nimport numpy as np\nwarnings.filterwarnings(\"ignore\")\nimport matplotlib.pyplot as plt\n\nlogs = z.getAsDataFrame('data_logs')\nagent_with_firefox = logs['agent'].str.count('Firefox').values\nfirefox_bytes = logs['bytes'].values[agent_with_firefox==1]\n\nagent_with_chrome_safari = logs['agent'].str.count('Chrome').values\nchrome_bytes = logs['bytes'].values[agent_with_chrome_safari==1]\n\nagent_with_msie = logs['agent'].str.count('MSIE').values\nmsie_bytes = logs['bytes'].values[agent_with_msie==1]\n\nprint(\"Total Requests:\", len(agent_with_firefox))\nprint(\"# Requests from Firefox Browser\", np.sum(agent_with_firefox))\nprint(\"# Requests from Chrome/Safari Browser\", np.sum(agent_with_chrome_safari))\nprint(\"# Requests from MSIE Browser\", np.sum(agent_with_msie), \"\\n\\n\")\n\nplt.figure(num=None, figsize=(30, 6))\nplt.title(\"Request size for each browser\")\nplt.ylabel('Request Size in Bytes')\nplt.xlabel('Requests made')\nplt.axhline(y=10000, color='r', linestyle='--')\nplt.plot(msie_bytes, 'ro', markersize=5, label=\"MSIE\")\nplt.plot(firefox_bytes, 'bo', markersize=5, label=\"Firefox\")\nplt.plot(chrome_bytes, 'go', markersize=5, label=\"Chrome\")\nplt.legend()\n\n\n\n\n \n","user":"anonymous","dateUpdated":"2020-08-20 21:16:13.577","config":{"editorSetting":{"language":"python","editOnDblClick":false,"completionKey":"TAB","completionSupport":true},"colWidth":12,"editorMode":"ace/mode/python","fontSize":9,"results":{},"enabled":true},"settings":{"params":{},"forms":{}},"results":{"code":"SUCCESS","msg":[{"type":"TEXT","data":"Total Requests: 200\n# Requests from Firefox Browser 86\n# Requests from Chrome/Safari Browser 54\n# Requests from MSIE Browser 60 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21:16:13.577","status":"READY"},{"text":"%python.ipython\n","user":"anonymous","dateUpdated":"2020-08-20 21:16:13.577","config":{},"settings":{"params":{},"forms":{}},"apps":[],"runtimeInfos":{},"progressUpdateIntervalMs":500,"jobName":"paragraph_1597958173577_538284345","id":"paragraph_1597047441935_258792906","dateCreated":"2020-08-20 21:16:13.577","status":"READY"}],"name":"Log Analysis-Zeppelin","id":"2FJF9WE51","defaultInterpreterGroup":"spark","version":"0.9.0-preview2","noteParams":{},"noteForms":{},"angularObjects":{},"config":{"isZeppelinNotebookCronEnable":false},"info":{}} diff --git a/public/components/notebooks/docs/poc/OpenSearch_Dashboards_Embeddable_Documentation.md b/public/components/notebooks/docs/poc/OpenSearch_Dashboards_Embeddable_Documentation.md deleted file mode 100644 index 2845d22731..0000000000 --- a/public/components/notebooks/docs/poc/OpenSearch_Dashboards_Embeddable_Documentation.md +++ /dev/null @@ -1,55 +0,0 @@ -# OpenSearch Dashboards Embeddable API & Embedding Visualizations - -**NOTE:** The embeddable API and Visualizations have been in high flux for past 6 releases 7.4→7.9 versions in OpenSearch Dashboards - -## **In Version 7.5 and older** - -1. [Elastic blog](https://www.elastic.co/blog/developing-new-kibana-visualizations) on embedding Visualization -2. [Test Plugin](https://github.com/elastic/kibana/tree/7.5/test/plugin_functional/plugins/kbn_tp_visualize_embedding) for OpenSearch Dashboards Visualization embedding - -**Between 7.6 and 7.8 - Embeddable API has changed at a high frequency, better to use it from 7.9** - -## **Embeddable API - Situation post 7.9 update** - -- Embeddables are re-usable widgets that can be rendered in any environment or plugin. Developers can embed them directly in their plugin. End users can dynamically add them to any embeddable _containers_. -- Containers are a special type of embeddable that can contain nested embeddables. Embeddables can be dynamically added to embeddable _containers_. _Currently only dashboard uses this interface._ - -![Embeddable API](../dev/images/Embeddable_API.png) - -* [Source](https://github.com/elastic/kibana/issues/19875) -* [Code](https://github.com/elastic/kibana/tree/main/src/plugins/embeddable) -* [README](https://github.com/elastic/kibana/blob/main/src/plugins/embeddable/README.md) - -1. Visualizations, Saved Search and Dashboard embeddable are part of this API now. -2. Embeddable Factory allows to create objects: - 1. with “.create()” menthod → needs input of data/source/query/time range explicitly - 2. with “.createFromSavedObject()” method → either inherits values from containers or takes from explicit input provided -3. Each of the above has a implementation has to inherit an embeddable & Factory API like: - 1. [Viz. Embeddable](https://github.com/elastic/kibana/blob/main/src/plugins/visualizations/public/embeddable/visualize_embeddable.ts) & [Factory](https://github.com/elastic/kibana/blob/main/src/plugins/visualizations/public/embeddable/visualize_embeddable_factory.tsx) - 2. [Creating Custom Embeddable Example](https://github.com/elastic/kibana/blob/main/examples/embeddable_examples/public/multi_task_todo/multi_task_todo_embeddable.tsx) & [Factory](https://github.com/elastic/kibana/blob/main/examples/embeddable_examples/public/multi_task_todo/multi_task_todo_embeddable_factory.ts) by Value - 3. [Creating Custom Embeddable Example](https://github.com/elastic/kibana/blob/main/examples/embeddable_examples/public/todo/todo_ref_embeddable.tsx) & [Factory](https://github.com/elastic/kibana/blob/main/examples/embeddable_examples/public/todo/todo_ref_embeddable_factory.tsx) by reference -4. [Visualizations Embeddable API Code](https://github.com/streamich/kibana/tree/main/src/plugins/visualizations/public/embeddable) -5. [Dashboard Container](https://github.com/elastic/kibana/blob/main/src/plugins/dashboard/public/application/embeddable/dashboard_container.tsx) is exposed as an embeddable - to have multiple embeddable in a GRID like structure just like the Dashboard Plugin. - -**Embeddable Examples** - -- Examples folder in OpenSearch Dashboards has all the usage samples for new APIs -- Use to create new embeddable objects -- [Embeddable Examples](https://github.com/elastic/kibana/tree/main/examples/embeddable_examples) shows how to create new embeddable inheriting the API -- [Embeddable Explorer](https://github.com/elastic/kibana/tree/main/examples/embeddable_explorer)shows usage of these embeddable examples in a Panel Container -- [Dashboard Embeddable](https://github.com/elastic/kibana/tree/main/examples/dashboard_embeddable_examples) shows usage of these embeddable examples in a Dashboard Container - -**Embeddable Renderer** - -- The OpenSearch Dashboards react Element/Prop to create new embeddable objects: [Code](https://github.com/elastic/kibana/blob/main/src/plugins/embeddable/public/lib/embeddables/embeddable_renderer.tsx) -- Embeddable container use the renderer to create/update each child(an embeddable object) - - [Example Dashboard Container](https://github.com/elastic/kibana/blob/main/src/plugins/dashboard/public/application/embeddable/dashboard_container_by_value_renderer.tsx) - - [Example of Static Embedding](https://github.com/elastic/kibana/blob/main/examples/embeddable_explorer/public/hello_world_embeddable_example.tsx#L59) (without factory) - - [Example of Embedding with factory.create() method](https://github.com/elastic/kibana/blob/main/examples/embeddable_explorer/public/hello_world_embeddable_example.tsx#L73) (with factory) - -## Embedding Visualizations in Notebooks Plugin - -- Notebooks use embeddable API with dashboard containers for embedding visualizations -- Dashboard containers allow loading saved objects by Id -- Notebook paragraphs store the dashboard container object as json string in input cells -- For storing visualizations in Zeppelin input cells, the json string is stored with a prefix “%sh #{JSON_STRING}”. Making the Json object look like a comment so that, it doesn’t interrupt running the whole notebook. diff --git a/public/components/notebooks/docs/poc/Zeppelin_OpenSearch_Storage.md b/public/components/notebooks/docs/poc/Zeppelin_OpenSearch_Storage.md deleted file mode 100644 index 256a9ff487..0000000000 --- a/public/components/notebooks/docs/poc/Zeppelin_OpenSearch_Storage.md +++ /dev/null @@ -1,67 +0,0 @@ -# **Custom OpenSearch Storage in Zeppelin** - -### **Requirement:** - -- Use Zeppelin as a backend service for OpenSearch Dashboards Notebooks and store notebooks as OpenSearch indices -- Use Zeppelin’s storage adaptor interface and implement a new storage adaptor using OpenSearch Client - -### **Design:** - -- [“Transport client API“](https://www.elastic.co/guide/en/elasticsearch/client/java-api/current/transport-client.html) is getting deprecated in favor of high level client. -- Finalized, [“High level client API”](https://www.elastic.co/guide/en/elasticsearch/client/java-rest/7.8/java-rest-high.html) for ease of use and minimal operations needed for Adaptor. -- Notebooks will be indexed as* .notebooks/\_doc/{Unique_id} →* Unique ID is generated by zeppelin - -### **Design Details:** - -1. Implements the interface common for all Zeppelin Storage adaptors -2. Implementation of functions in OpenSearch Zeppelin storage adaptor: - - - Init - Get all config params - - List - List all notebooks - - Get - fetch a notebook - - save - save a notebook - - remove - a note - - close - client connection - - Upgrade client to Https requests - Done using keystore - -### **Usage:** - -1. POC for OpenSearch adapter is stored in branch 'zeppelin-opensearch' of dashboards-notebooks -``` -git checkout zeppelin-opensearch -``` -2. Clone Apache Zeppelin and checkout to 'v0.9.0-preview2' branch in a separate folder -``` -cd /your/folder/ -git clone https://github.com/apache/zeppelin.git -cd zeppelin -git checkout v0.9.0-preview2 -``` -3. Apply patch from dashboards-notebooks -``` -git apply /path/to/zeppelin-patch -``` -4. Once, in this branch copy "opensearch" storage adaptor to your zeppelin files -``` -cp -r /path/to/dashboards-notebooks/zeppelin/zeppelin-plugins/notebookrepo/opensearch path/to/your/zeppelin -``` -4. Add OpenSearch storage property in zeppelin config file "conf/zeppelin-site.xml" and you should comment default git storage -``` - - zeppelin.notebook.storage - org.apache.zeppelin.notebook.repo.OpenSearchNotebookRepo - versioned notebook persistence layer implementation - - - -``` -5. [Build Zeppelin](https://zeppelin.apache.org/docs/0.9.0/setup/basics/how_to_build.html) using Open-JDK 8 -``` - mvn clean package -DskipTests -``` diff --git a/public/components/notebooks/docs/poc/docs/Zeppelin_OpenSearch_Storage.md b/public/components/notebooks/docs/poc/docs/Zeppelin_OpenSearch_Storage.md deleted file mode 100644 index 2449ca6723..0000000000 --- a/public/components/notebooks/docs/poc/docs/Zeppelin_OpenSearch_Storage.md +++ /dev/null @@ -1,73 +0,0 @@ -# **Custom OpenSearch Storage in Zeppelin** - -### **Requirement:** - -- Use Zeppelin as a backend service for OpenSearch Dashboards Notebooks and store notebooks as indices -- Use Zeppelin’s storage adaptor interface and implement a new storage adaptor using Elasticsearch Client - -### **Design:** - -- [“Transport client API“](https://www.elastic.co/guide/en/elasticsearch/client/java-api/current/transport-client.html) is getting deprecated in favor of high level client. -- Finalized, [“High level client API”](https://www.elastic.co/guide/en/elasticsearch/client/java-rest/7.8/java-rest-high.html) for ease of use and minimal operations needed for Adaptor. -- Notebooks will be indexed as* .notebooks/\_doc/{Unique_id} →* Unique ID is generated by zeppelin - -### **Design Details:** - -1. Implements the interface common for all Zeppelin Storage adaptors -2. Implementation of functions in OpenSearch Zeppelin storage adaptor: - - - Init - Get all config params - - List - List all notebooks - - Get - fetch a notebook - - save - save a notebook - - remove - a note - - close - client connection - - Upgrade client to Https requests - Done using keystore - -### **Usage:** - - -1. Clone [dashbaords-notebooks](https://github.com/opensearch-project/dashboards-notebooks/) repository - -2. Clone [Apache Zeppelin](https://github.com/apache/zeppelin) and checkout to 'v0.9.0-preview2' branch in a separate folder - -``` -cd zeppelin -git checkout v0.9.0-preview2 -``` - -3. Apply patch from dashboards-notebooks - -``` -git apply /path/to/dashboards-notebooks/poc/zeppelin-patch -``` - -4. Once, in this branch copy "opensearch" storage adaptor to your zeppelin files - -``` -cp -r /path/to/dashboards-notebooks/poc/zeppelin/zeppelin-plugins/notebookrepo/opensearch path/to/your/zeppelin/zeppelin-plugins/notebookrepo/. -``` - -5. Add OpenSearch storage property in zeppelin config file "conf/zeppelin-site.xml" and you should comment default git storage - -``` - - zeppelin.notebook.storage - org.apache.zeppelin.notebook.repo.OpenSearchNotebookRepo - versioned notebook persistence layer implementation - - - -``` - -6. [Build Zeppelin](https://zeppelin.apache.org/docs/0.9.0/setup/basics/how_to_build.html) using Open-JDK 8 - -``` - mvn clean package -DskipTests -``` diff --git a/public/components/notebooks/docs/poc/zeppelin-patch b/public/components/notebooks/docs/poc/zeppelin-patch deleted file mode 100644 index e6f8611879..0000000000 --- a/public/components/notebooks/docs/poc/zeppelin-patch +++ /dev/null @@ -1,3057 +0,0 @@ -/* - * Copyright OpenSearch Contributors - * SPDX-License-Identifier: Apache-2.0 - */ - -diff --git a/elasticsearch/pom.xml b/elasticsearch/pom.xml -index 13bc6d469..bbdde076a 100644 ---- a/elasticsearch/pom.xml -+++ b/elasticsearch/pom.xml -@@ -23,25 +23,26 @@ - - zeppelin-interpreter-parent - org.apache.zeppelin -- 0.9.0-preview2 -+ 0.9.0-SNAPSHOT - ../zeppelin-interpreter-parent/pom.xml - - - zeppelin-elasticsearch - jar -- 0.9.0-preview2 -+ 0.9.0-SNAPSHOT - Zeppelin: Elasticsearch interpreter - - - elasticsearch -- 2.4.3 -- 4.0.2 -+ 7.8.0 -+ 4.1.4 - 18.0 - 0.1.6 - 1.4.9 - - - -+ - - org.opensearch - elasticsearch -@@ -58,11 +59,11 @@ - commons-lang3 - - -- -- org.apache.httpcomponents -- httpasyncclient -- ${httpasyncclient.version} -- -+ -+ -+ -+ -+ - - - com.google.guava -diff --git a/elasticsearch/src/main/java/org/apache/zeppelin/elasticsearch/ElasticsearchInterpreter.java b/elasticsearch/src/main/java/org/apache/zeppelin/elasticsearch/ElasticsearchInterpreter.java -index 45b37c4eb..d7987a011 100644 ---- a/elasticsearch/src/main/java/org/apache/zeppelin/elasticsearch/ElasticsearchInterpreter.java -+++ b/elasticsearch/src/main/java/org/apache/zeppelin/elasticsearch/ElasticsearchInterpreter.java -@@ -21,19 +21,6 @@ import com.google.gson.Gson; - import com.google.gson.GsonBuilder; - import com.google.gson.JsonObject; - --import org.apache.commons.lang3.StringUtils; --import org.opensearch.common.xcontent.XContentBuilder; --import org.opensearch.common.xcontent.XContentFactory; --import org.opensearch.common.xcontent.XContentHelper; --import org.opensearch.search.aggregations.Aggregation; --import org.opensearch.search.aggregations.Aggregations; --import org.opensearch.search.aggregations.InternalMultiBucketAggregation; --import org.opensearch.search.aggregations.bucket.InternalSingleBucketAggregation; --import org.opensearch.search.aggregations.bucket.MultiBucketsAggregation; --import org.opensearch.search.aggregations.metrics.InternalMetricsAggregation; --import org.slf4j.Logger; --import org.slf4j.LoggerFactory; -- - import java.io.IOException; - import java.util.ArrayList; - import java.util.Arrays; -@@ -48,7 +35,6 @@ import java.util.Set; - import java.util.TreeSet; - import java.util.regex.Matcher; - import java.util.regex.Pattern; -- - import com.github.wnameless.json.flattener.JsonFlattener; - - import org.apache.zeppelin.completer.CompletionType; -@@ -57,12 +43,25 @@ import org.apache.zeppelin.elasticsearch.action.AggWrapper; - import org.apache.zeppelin.elasticsearch.action.HitWrapper; - import org.apache.zeppelin.elasticsearch.client.ElasticsearchClient; - import org.apache.zeppelin.elasticsearch.client.HttpBasedClient; --import org.apache.zeppelin.elasticsearch.client.TransportBasedClient; - import org.apache.zeppelin.interpreter.Interpreter; - import org.apache.zeppelin.interpreter.InterpreterContext; - import org.apache.zeppelin.interpreter.InterpreterResult; - import org.apache.zeppelin.interpreter.thrift.InterpreterCompletion; - -+import org.apache.commons.lang3.StringUtils; -+import org.opensearch.common.Strings; -+import org.opensearch.common.xcontent.ToXContent; -+import org.opensearch.common.xcontent.XContentBuilder; -+import org.opensearch.common.xcontent.XContentFactory; -+import org.opensearch.search.aggregations.Aggregation; -+import org.opensearch.search.aggregations.Aggregations; -+import org.opensearch.search.aggregations.InternalMultiBucketAggregation; -+import org.opensearch.search.aggregations.bucket.InternalSingleBucketAggregation; -+import org.opensearch.search.aggregations.bucket.MultiBucketsAggregation; -+import org.opensearch.search.aggregations.metrics.InternalNumericMetricsAggregation; -+import org.slf4j.Logger; -+import org.slf4j.LoggerFactory; -+ - /** - * Elasticsearch Interpreter for Zeppelin. - */ -@@ -70,25 +69,25 @@ public class ElasticsearchInterpreter extends Interpreter { - private static Logger logger = LoggerFactory.getLogger(ElasticsearchInterpreter.class); - - private static final String HELP = "Elasticsearch interpreter:\n" -- + "General format: ///