Remove responses and return a list

sdk/monitor/azure-monitor-query/CHANGELOG.md

@@ -9,6 +9,8 @@
 ### Breaking Changes
 
 - `aggregation` param in the query API is renamed to `aggregations`
+- `batch_query` API now returns a list of responses.
+- `LogsBatchResults` model is now removed.
 
 ### Bugs Fixed
 

sdk/monitor/azure-monitor-query/README.md

@@ -172,8 +172,8 @@ requests = [
 ]
 response = client.batch_query(requests)
 
-for response in response.responses:
-    body = response.body
+for rsp in response:
+    body = rsp.body
     if not body.tables:
         print("Something is wrong")
     else:

sdk/monitor/azure-monitor-query/azure/monitor/query/__init__.py

@@ -15,7 +15,6 @@
     MetricsResult,
     LogsBatchResultError,
     LogsQueryRequest,
-    LogsBatchResults,
     MetricNamespace,
     MetricDefinition,
     MetricsMetadataValue,
@@ -30,7 +29,6 @@
 __all__ = [
     "AggregationType",
     "LogsQueryClient",
-    "LogsBatchResults",
     "LogsBatchResultError",
     "LogsQueryResults",
     "LogsQueryResultColumn",

sdk/monitor/azure-monitor-query/azure/monitor/query/_log_query_client.py

@@ -11,8 +11,8 @@
 from ._generated._monitor_query_client import MonitorQueryClient
 
 from ._generated.models import BatchRequest, QueryBody as LogsQueryBody
-from ._helpers import get_authentication_policy, process_error, construct_iso8601
-from ._models import LogsQueryResults, LogsQueryRequest, LogsBatchResults
+from ._helpers import get_authentication_policy, process_error, construct_iso8601, order_results
+from ._models import LogsQueryResults, LogsQueryRequest, LogsQueryResult
 
 if TYPE_CHECKING:
     from azure.core.credentials import TokenCredential
@@ -131,7 +131,7 @@ def query(self, workspace_id, query, duration=None, **kwargs):
             process_error(e)
 
     def batch_query(self, queries, **kwargs):
-        # type: (Union[Sequence[Dict], Sequence[LogsQueryRequest]], Any) -> LogsBatchResults
+        # type: (Union[Sequence[Dict], Sequence[LogsQueryRequest]], Any) -> Sequence[LogsQueryResult]
         """Execute a list of analytics queries. Each request can be either a LogQueryRequest
         object or an equivalent serialized model.
 
@@ -140,7 +140,7 @@ def batch_query(self, queries, **kwargs):
         :param queries: The list of queries that should be processed
         :type queries: list[dict] or list[~azure.monitor.query.LogsQueryRequest]
         :return: BatchResponse, or the result of cls(response)
-        :rtype: ~azure.monitor.query.LogsBatchResults
+        :rtype: ~list[~azure.monitor.query.LogsQueryResult]
         :raises: ~azure.core.exceptions.HttpResponseError
 
         .. admonition:: Example:
@@ -162,9 +162,11 @@ def batch_query(self, queries, **kwargs):
             request_order = [req['id'] for req in queries]
         batch = BatchRequest(requests=queries)
         generated = self._query_op.batch(batch, **kwargs)
-        return LogsBatchResults._from_generated( # pylint: disable=protected-access
-            generated, request_order
-            )
+        return order_results(
+            request_order,
+            [
+                LogsQueryResult._from_generated(rsp) for rsp in generated.responses # pylint: disable=protected-access
+            ])
 
     def close(self):
         # type: () -> None

sdk/monitor/azure-monitor-query/azure/monitor/query/_models.py

@@ -9,7 +9,7 @@
 import uuid
 from typing import Any, Optional, List
 
-from ._helpers import order_results, construct_iso8601
+from ._helpers import construct_iso8601
 from ._generated.models import (
     Column as InternalColumn,
     BatchQueryRequest as InternalLogQueryRequest,
@@ -234,29 +234,6 @@ def _from_generated(cls, generated):
             body=LogsQueryResults._from_generated(generated.body) # pylint: disable=protected-access
         )
 
-class LogsBatchResults(object):
-    """Response to a batch.
-
-    :keyword responses: An array of responses corresponding to each individual request in a batch.
-    :paramtype responses: list[azure.monitor.query.LogsQueryResult]
-    :keyword error: Error response for a batch request.
-    :paramtype error: ~azure.monitor.query.LogsBatchResultError
-    """
-    def __init__(self, **kwargs):
-        # type: (Any) -> None
-        self.responses = kwargs.get("responses", None)
-        self.error = kwargs.get("error", None)
-
-    @classmethod
-    def _from_generated(cls, generated, request_order):
-        if not generated:
-            return cls()
-        return cls(
-            responses=order_results(request_order, [
-                LogsQueryResult._from_generated(rsp) for rsp in generated.responses # pylint: disable=protected-access
-                ])
-        )
-
 
 class LogsBatchResultError(object):
     """Error response for a batch request.

sdk/monitor/azure-monitor-query/azure/monitor/query/aio/_log_query_client_async.py

@@ -11,8 +11,8 @@
 from .._generated.aio._monitor_query_client import MonitorQueryClient
 
 from .._generated.models import BatchRequest, QueryBody as LogsQueryBody
-from .._helpers import process_error, construct_iso8601
-from .._models import LogsQueryResults, LogsQueryRequest, LogsBatchResults
+from .._helpers import process_error, construct_iso8601, order_results
+from .._models import LogsQueryResults, LogsQueryRequest, LogsQueryResult
 from ._helpers_asyc import get_authentication_policy
 
 if TYPE_CHECKING:
@@ -118,7 +118,7 @@ async def batch_query(
         self,
         queries: Union[Sequence[Dict], Sequence[LogsQueryRequest]],
         **kwargs: Any
-        ) -> LogsBatchResults:
+        ) -> Sequence[LogsQueryResult]:
         """Execute a list of analytics queries. Each request can be either a LogQueryRequest
         object or an equivalent serialized model.
 
@@ -127,7 +127,7 @@ async def batch_query(
         :param queries: The list of queries that should be processed
         :type queries: list[dict] or list[~azure.monitor.query.LogsQueryRequest]
         :return: BatchResponse, or the result of cls(response)
-        :rtype: ~azure.monitor.query.LogsBatchResults
+        :rtype: ~list[~azure.monitor.query.LogsQueryResult]
         :raises: ~azure.core.exceptions.HttpResponseError
         """
         try:
@@ -139,9 +139,12 @@ async def batch_query(
         except AttributeError:
             request_order = [req['id'] for req in queries]
         batch = BatchRequest(requests=queries)
-        return LogsBatchResults._from_generated( # pylint: disable=protected-access
-            await self._query_op.batch(batch, **kwargs), request_order
-            )
+        generated = await self._query_op.batch(batch, **kwargs)
+        return order_results(
+            request_order,
+            [
+                LogsQueryResult._from_generated(rsp) for rsp in generated.responses # pylint: disable=protected-access
+            ])
 
     async def __aenter__(self) -> "LogsQueryClient":
         await self._client.__aenter__()

sdk/monitor/azure-monitor-query/samples/sample_batch_query.py

@@ -27,14 +27,14 @@
         workspace_id= os.environ['LOG_WORKSPACE_ID']
     ),
     LogsQueryRequest(
-        query= "AppRequests",
+        query= "AppRequests | take 5",
         workspace_id= os.environ['LOG_WORKSPACE_ID'],
         include_statistics=True
     ),
 ]
-response = client.batch_query(requests)
+responses = client.batch_query(requests)
 
-for response in response.responses:
+for response in responses:
     body = response.body
     print(response.id)
     if not body.tables:

sdk/monitor/azure-monitor-query/samples/sample_logs_query_key_value_form.py

@@ -0,0 +1,51 @@
+# Copyright (c) Microsoft Corporation. All rights reserved.
+# Licensed under the MIT License.
+
+import os
+import pandas as pd
+from datetime import datetime, timedelta
+from msrest.serialization import UTC
+from azure.monitor.query import LogsQueryClient
+from azure.identity import DefaultAzureCredential
+
+credential  = DefaultAzureCredential()
+client = LogsQueryClient(credential)
+
+# Response time trend 
+# request duration over the last 12 hours. 
+query = """AppRequests |
+summarize avgRequestDuration=avg(DurationMs) by bin(TimeGenerated, 10m), _ResourceId"""
+
+end_time = datetime.now(UTC())
+
+# returns LogsQueryResults 
+response = client.query(os.environ['LOG_WORKSPACE_ID'], query, duration=timedelta(days=1), end_time=end_time)
+
+if not response.tables:
+    print("No results for the query")
+
+for table in response.tables:
+    pd.json_normalize
+    df = pd.DataFrame(table.rows, columns=[col.name for col in table.columns])
+    key_value = df.to_dict(orient='records')
+    print(key_value)
+
+"""
+[
+    {
+        'TimeGenerated': '2021-07-21T04:40:00Z',
+        '_ResourceId': '/subscriptions/faa080af....',
+        'avgRequestDuration': 19.7987
+    },
+    {
+        'TimeGenerated': '2021-07-21T04:50:00Z',
+        '_ResourceId': '/subscriptions/faa08....',
+        'avgRequestDuration': 33.9654
+    },
+    {
+        'TimeGenerated': '2021-07-21T05:00:00Z',
+        '_ResourceId': '/subscriptions/faa080....',
+        'avgRequestDuration': 44.13115
+    }
+]
+"""

sdk/monitor/azure-monitor-query/tests/async/test_logs_client_async.py

@@ -62,7 +62,7 @@ async def test_logs_batch_query():
     ]
     response = await client.batch_query(requests)
 
-    assert len(response.responses) == 3
+    assert len(response) == 3
 
 @pytest.mark.skip('https://github.com/Azure/azure-sdk-for-python/issues/19382')
 @pytest.mark.live_test_only
@@ -110,7 +110,7 @@ async def test_logs_batch_query_additional_workspaces():
     ]
     response = await client.batch_query(requests)
 
-    assert len(response.responses) == 3
+    assert len(response) == 3
 
-    for resp in response.responses:
+    for resp in response:
         assert len(resp.body.tables[0].rows) == 2

sdk/monitor/azure-monitor-query/tests/test_logs_client.py

@@ -58,7 +58,7 @@ def test_logs_server_timeout():
             "range x from 1 to 10000000000 step 1 | count",
             server_timeout=1,
         )
-        assert e.message.contains('Gateway timeout')
+    assert e.value.message.contains('Gateway timeout')
 
 @pytest.mark.live_test_only
 def test_logs_batch_query():
@@ -83,7 +83,7 @@ def test_logs_batch_query():
     ]
     response = client.batch_query(requests)
 
-    assert len(response.responses) == 3
+    assert len(response) == 3
 
 @pytest.mark.live_test_only
 def test_logs_single_query_with_statistics():
@@ -121,9 +121,9 @@ def test_logs_batch_query_with_statistics_in_some():
     ]
     response = client.batch_query(requests)
 
-    assert len(response.responses) == 3
-    assert response.responses[0].body.statistics is None
-    assert response.responses[2].body.statistics is not None
+    assert len(response) == 3
+    assert response[0].body.statistics is None
+    assert response[2].body.statistics is not None
 
 @pytest.mark.skip('https://github.com/Azure/azure-sdk-for-python/issues/19382')
 @pytest.mark.live_test_only
@@ -169,5 +169,5 @@ def test_logs_batch_query_additional_workspaces():
     ]
     response = client.batch_query(requests)
 
-    for resp in response.responses:
+    for resp in response:
         assert len(resp.body.tables[0].rows) == 2