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KustoServiceError enabled = True except ImportError: @@ -37,6 +37,34 @@ } +def _get_data_scanned(kusto_response): + try: + metadata_table = next( + (table for table in kusto_response.tables if table.table_name == "QueryCompletionInformation"), + None, + ) + + if metadata_table: + resource_usage_json = next( + (row["Payload"] for row in metadata_table.rows if row["EventTypeName"] == "QueryResourceConsumption"), + "{}", + ) + resource_usage = json_loads(resource_usage_json).get("resource_usage", {}) + + data_scanned = ( + resource_usage["cache"]["shards"]["cold"]["hitbytes"] + + resource_usage["cache"]["shards"]["cold"]["missbytes"] + + resource_usage["cache"]["shards"]["hot"]["hitbytes"] + + resource_usage["cache"]["shards"]["hot"]["missbytes"] + + resource_usage["cache"]["shards"]["bypassbytes"] + ) + + except Exception: + data_scanned = 0 + + return int(data_scanned) + + class AzureKusto(BaseQueryRunner): should_annotate_query = False noop_query = "let noop = datatable (Noop:string)[1]; noop" @@ -44,8 +72,6 @@ class AzureKusto(BaseQueryRunner): def __init__(self, configuration): super(AzureKusto, self).__init__(configuration) self.syntax = "custom" - self.client_request_properties = ClientRequestProperties() - self.client_request_properties.application = "redash" @classmethod def configuration_schema(cls): @@ -60,12 +86,14 @@ def configuration_schema(cls): }, "azure_ad_tenant_id": {"type": "string", "title": "Azure AD Tenant Id"}, "database": {"type": "string"}, + "msi": {"type": "boolean", "title": "Use Managed Service Identity"}, + "user_msi": { + "type": "string", + "title": "User-assigned managed identity client ID", + }, }, "required": [ "cluster", - "azure_ad_client_id", - "azure_ad_client_secret", - "azure_ad_tenant_id", "database", ], "order": [ @@ -91,18 +119,48 @@ def name(cls): return "Azure Data Explorer (Kusto)" def run_query(self, query, user): - kcsb = KustoConnectionStringBuilder.with_aad_application_key_authentication( - connection_string=self.configuration["cluster"], - aad_app_id=self.configuration["azure_ad_client_id"], - app_key=self.configuration["azure_ad_client_secret"], - authority_id=self.configuration["azure_ad_tenant_id"], - ) + cluster = self.configuration["cluster"] + msi = self.configuration.get("msi", False) + # Managed Service Identity(MSI) + if msi: + # If user-assigned managed identity is used, the client ID must be provided + if self.configuration.get("user_msi"): + kcsb = KustoConnectionStringBuilder.with_aad_managed_service_identity_authentication( + cluster, + client_id=self.configuration["user_msi"], + ) + else: + kcsb = KustoConnectionStringBuilder.with_aad_managed_service_identity_authentication(cluster) + # Service Principal auth + else: + aad_app_id = self.configuration.get("azure_ad_client_id") + app_key = self.configuration.get("azure_ad_client_secret") + authority_id = self.configuration.get("azure_ad_tenant_id") + + if not (aad_app_id and app_key and authority_id): + raise ValueError( + "Azure AD Client ID, Client Secret, and Tenant ID are required for Service Principal authentication." + ) + + kcsb = KustoConnectionStringBuilder.with_aad_application_key_authentication( + connection_string=cluster, + aad_app_id=aad_app_id, + app_key=app_key, + authority_id=authority_id, + ) client = KustoClient(kcsb) + request_properties = ClientRequestProperties() + request_properties.application = "redash" + + if user: + request_properties.user = user.email + request_properties.set_option("request_description", user.email) + db = self.configuration["database"] try: - response = client.execute(db, query, self.client_request_properties) + response = client.execute(db, query, request_properties) result_cols = response.primary_results[0].columns result_rows = response.primary_results[0].rows @@ -123,14 +181,15 @@ def run_query(self, query, user): rows.append(row.to_dict()) error = None - data = {"columns": columns, "rows": rows} + data = { + "columns": columns, + "rows": rows, + "metadata": {"data_scanned": _get_data_scanned(response)}, + } except KustoServiceError as err: data = None - try: - error = err.args[1][0]["error"]["@message"] - except (IndexError, KeyError): - error = err.args[1] + error = str(err) return data, error @@ -143,7 +202,10 @@ def get_schema(self, get_stats=False): self._handle_run_query_error(error) schema_as_json = json_loads(results["rows"][0]["DatabaseSchema"]) - tables_list = schema_as_json["Databases"][self.configuration["database"]]["Tables"].values() + tables_list = [ + *(schema_as_json["Databases"][self.configuration["database"]]["Tables"].values()), + *(schema_as_json["Databases"][self.configuration["database"]]["MaterializedViews"].values()), + ] schema = {} diff --git a/tests/query_runner/test_azure_kusto.py b/tests/query_runner/test_azure_kusto.py new file mode 100644 index 0000000000..359115448b --- /dev/null +++ b/tests/query_runner/test_azure_kusto.py @@ -0,0 +1,32 @@ +from unittest import TestCase +from unittest.mock import patch + +from redash.query_runner.azure_kusto import AzureKusto + + +class TestAzureKusto(TestCase): + def setUp(self): + self.configuration = { + "cluster": "https://example.kusto.windows.net", + "database": "sample_db", + "azure_ad_client_id": "client_id", + "azure_ad_client_secret": "client_secret", + "azure_ad_tenant_id": "tenant_id", + } + self.kusto = AzureKusto(self.configuration) + + @patch.object(AzureKusto, "run_query") + def test_get_schema(self, mock_run_query): + mock_response = { + "rows": [ + { + "DatabaseSchema": '{"Databases": {"sample_db": {"Tables": {"Table1": {"Name": "Table1", "OrderedColumns": [{"Name": "Column1"}, {"Name": "Column2"}]}}, "MaterializedViews": {}}}}' + } + ] + } + mock_run_query.return_value = (mock_response, None) + + expected_schema = [{"name": "Table1", "columns": ["Column1", "Column2"]}] + + schema = self.kusto.get_schema() + self.assertEqual(schema, expected_schema)