# Copyright 2025 Collate # Licensed under the Collate Community License, Version 1.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # https://github.com/open-metadata/OpenMetadata/blob/main/ingestion/LICENSE # Unless required by applicable law or agreed to in writing, software # distributed under the License is distributed on an "AS IS" BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. """ OMeta ES Mixin integration tests. The API needs to be up """ import json import logging import time import uuid from copy import deepcopy from unittest.mock import patch import pytest from requests.utils import quote from metadata.generated.schema.api.data.createDatabase import CreateDatabaseRequest from metadata.generated.schema.api.data.createDatabaseSchema import ( CreateDatabaseSchemaRequest, ) from metadata.generated.schema.api.data.createQuery import CreateQueryRequest from metadata.generated.schema.api.data.createTable import CreateTableRequest from metadata.generated.schema.api.services.createDatabaseService import ( CreateDatabaseServiceRequest, ) from metadata.generated.schema.entity.data.database import Database from metadata.generated.schema.entity.data.databaseSchema import DatabaseSchema from metadata.generated.schema.entity.data.query import Query from metadata.generated.schema.entity.data.table import Column, DataType, Table from metadata.generated.schema.entity.services.connections.database.common.basicAuth import ( BasicAuth, ) from metadata.generated.schema.entity.services.connections.database.mysqlConnection import ( MysqlConnection, ) from metadata.generated.schema.entity.services.databaseService import ( DatabaseConnection, DatabaseService, DatabaseServiceType, ) from metadata.generated.schema.type.basic import EntityName, SqlQuery from metadata.utils import fqn from ..integration_base import TIER1_TAG, generate_name, get_create_entity # noqa: TID252 FIELDS = "owners,domains" @pytest.fixture(scope="module") def es_service(metadata): """Module-scoped database service for ES tests.""" service_name = generate_name() service_request = CreateDatabaseServiceRequest( name=service_name, serviceType=DatabaseServiceType.Mysql, connection=DatabaseConnection( config=MysqlConnection( username="username", authType=BasicAuth(password="password"), hostPort="http://localhost:1234", ) ), ) service = metadata.create_or_update(data=service_request) yield service metadata.delete( entity=DatabaseService, entity_id=service.id, recursive=True, hard_delete=True, ) @pytest.fixture(scope="module") def another_es_service(metadata): """Module-scoped second database service for ES tests.""" service_name = generate_name() service_request = CreateDatabaseServiceRequest( name=service_name, serviceType=DatabaseServiceType.Mysql, connection=DatabaseConnection( config=MysqlConnection( username="username", authType=BasicAuth(password="password"), hostPort="http://localhost:1234", ) ), ) service = metadata.create_or_update(data=service_request) yield service metadata.delete( entity=DatabaseService, entity_id=service.id, recursive=True, hard_delete=True, ) @pytest.fixture(scope="module") def es_database(metadata, es_service): """Module-scoped database for ES tests.""" database_name = generate_name() database_request = CreateDatabaseRequest( name=database_name, service=es_service.fullyQualifiedName, ) database = metadata.create_or_update(data=database_request) yield database metadata.delete(entity=Database, entity_id=database.id, hard_delete=True) @pytest.fixture(scope="module") def es_schema(metadata, es_database): """Module-scoped database schema for ES tests.""" schema_name = generate_name() schema_request = CreateDatabaseSchemaRequest( name=schema_name, database=es_database.fullyQualifiedName, ) schema = metadata.create_or_update(data=schema_request) yield schema metadata.delete(entity=DatabaseSchema, entity_id=schema.id, recursive=True, hard_delete=True) @pytest.fixture(scope="module") def es_table(metadata, es_schema): """Module-scoped table for ES tests.""" table_name = generate_name() table_request = CreateTableRequest( name=table_name, databaseSchema=es_schema.fullyQualifiedName, columns=[Column(name="id", dataType=DataType.BIGINT)], ) table = metadata.create_or_update(data=table_request) yield table metadata.delete(entity=Table, entity_id=table.id, hard_delete=True) @pytest.fixture(scope="module") def es_queries(metadata, es_service, another_es_service): """Module-scoped queries for ES tests.""" query_str = str(uuid.uuid4()) checksum = fqn.get_query_checksum(query_str) query1 = CreateQueryRequest( query=SqlQuery(query_str), service=es_service.fullyQualifiedName, processedLineage=True, ) q1 = metadata.create_or_update(data=query1) query2 = CreateQueryRequest( query=SqlQuery(str(uuid.uuid4())), service=es_service.fullyQualifiedName, ) q2 = metadata.create_or_update(data=query2) another_query = CreateQueryRequest( query=SqlQuery(str(uuid.uuid4())), service=another_es_service.fullyQualifiedName, processedLineage=True, ) q3 = metadata.create_or_update(data=another_query) yield {"checksum": checksum, "queries": [q1, q2, q3]} for query in [q1, q2, q3]: metadata.delete(entity=Query, entity_id=query.id, hard_delete=True) @pytest.fixture(scope="module") def wait_for_es_index(metadata, es_table, es_queries, es_service): """Wait for ES index to be updated with test data.""" logging.info("Checking ES index status...") tries = 0 checksum = es_queries["checksum"] table_res = None query_res = None while not table_res and not query_res and tries <= 5: table_res = metadata.es_search_from_fqn( entity_type=Table, fqn_search_string=es_table.fullyQualifiedName.root, ) query_res = metadata.es_search_from_fqn( entity_type=Query, fqn_search_string=fqn.build( metadata=None, entity_type=Query, service_name=es_service.name.root, query_checksum=checksum, ), ) if not table_res or not query_res: tries += 1 time.sleep(1) return True class TestOMetaESAPI: """ ES API integration tests. Tests Elasticsearch search, pagination, filtering, and sorting. Uses fixtures from conftest: - metadata: OpenMetadata client (session scope) """ def test_es_search_from_service_table( self, metadata, es_service, es_database, es_schema, es_table, wait_for_es_index, ): """ We can fetch tables from a service using ES search with wildcards """ fqn_search_string = fqn._build(es_service.name.root, "*", "*", es_table.name.root) res = metadata.es_search_from_fqn( entity_type=Table, fqn_search_string=fqn_search_string, size=100, fields=FIELDS, ) assert res is not None assert es_table in res fqn_search_string = fqn._build( es_service.name.root, es_database.name.root, "*", es_table.name.root, ) res = metadata.es_search_from_fqn( entity_type=Table, fqn_search_string=fqn_search_string, size=100, fields=FIELDS, ) assert res is not None assert es_table in res fqn_search_string = es_table.fullyQualifiedName.root res = metadata.es_search_from_fqn( entity_type=Table, fqn_search_string=fqn_search_string, size=100, fields=FIELDS, ) assert res is not None assert es_table in res def test_es_search_from_service_table_empty(self, metadata): """ Wrong filters return none """ res = metadata.es_search_from_fqn( entity_type=Table, fqn_search_string="random", ) assert res is None def test_get_query_with_lineage_filter(self, metadata): """Check we are building the proper filter""" res = metadata.get_query_with_lineage_filter("my_service") expected = ( '{"query": {"bool": {"must": [{"term": {"processedLineage": true}},' ' {"term": {"service.name.keyword": "my_service"}}]}}}' ) assert res == quote(expected) def test_get_queries_with_lineage(self, metadata, es_service, es_queries, wait_for_es_index): """Check the payload from ES""" res = metadata.es_get_queries_with_lineage(es_service.name.root) assert es_queries["checksum"] in res def test_paginate_no_filter(self, metadata): """We can paginate all the data""" for asset in metadata.paginate_es(entity=Table, size=2): assert asset break def test_paginate_with_errors(self, metadata, es_service, es_database, es_schema): """We don't want to stop the ES yields just because a single Entity has an error""" created_tables = [] try: for name in [f"table_{i}" for i in range(10)]: table = metadata.create_or_update( data=get_create_entity( entity=Table, name=EntityName(name), reference=es_schema.fullyQualifiedName, ) ) created_tables.append(table) error_name = fqn._build( es_service.name.root, es_database.name.root, es_schema.name.root, "table_5", ) ok_name = fqn._build( es_service.name.root, es_database.name.root, es_schema.name.root, "table_6", ) rest_client = metadata.client original_get = rest_client.get with patch.object(rest_client, "get", wraps=rest_client.get) as mock_get: def side_effect(path: str, data=None): if f"/tables/name/{error_name}" in path: raise RuntimeError("Error") return original_get(path, data) mock_get.side_effect = side_effect with pytest.raises(RuntimeError): metadata.get_by_name(entity=Table, fqn=error_name) metadata.get_by_name(entity=Table, fqn=ok_name) query_filter = ( '{"query":{"bool":{"must":[{"bool":{"should":[{"term":' f'{{"service.displayName.keyword":"{es_service.name.root}"}}}}]}}}}]}}}}}}' ) assets = list(metadata.paginate_es(entity=Table, query_filter=query_filter, size=2)) assert len(assets) == 10 finally: for table in created_tables: try: # noqa: SIM105 metadata.delete(entity=Table, entity_id=table.id, hard_delete=True) except Exception: pass def test_paginate_with_comma_in_name(self, metadata, es_service, es_schema): """Regression for #28076 — pagination must survive sort values containing ','. With size=1, every page boundary's cursor is a single FQN with ',' in it. The multi-value search_after wire format carries each sort value as its own param, so a comma in the value cannot truncate pagination. """ test_id = str(uuid.uuid4())[:8] expected_names = [f"comma,{test_id},table,{i}" for i in range(5)] created_tables = [] try: for name in expected_names: table = metadata.create_or_update( data=get_create_entity( entity=Table, name=EntityName(name), reference=es_schema.fullyQualifiedName, ) ) created_tables.append(table) time.sleep(2) expected_ids = [str(t.id.root) for t in created_tables] query_filter = json.dumps({"query": {"terms": {"id.keyword": expected_ids}}}) assets = list(metadata.paginate_es(entity=Table, query_filter=query_filter, size=1)) returned = {a.name.root for a in assets} expected_set = set(expected_names) assert returned == expected_set, ( f"Pagination did not round-trip comma-FQN tables.\n" f" missing: {sorted(expected_set - returned)}\n" f" extra: {sorted(returned - expected_set)}" ) finally: for table in created_tables: try: # noqa: SIM105 metadata.delete(entity=Table, entity_id=table.id, hard_delete=True) except Exception: pass def test_paginate_with_filters(self, metadata, es_service, es_schema): """We can paginate only tier 1 tables""" created_tables = [] try: for idx, name in enumerate([f"filtered_{i}" for i in range(10)]): table = metadata.create_or_update( data=get_create_entity( entity=Table, name=EntityName(name), reference=es_schema.fullyQualifiedName, ) ) created_tables.append(table) if idx % 2 == 0: dest = deepcopy(table) dest.tags = [TIER1_TAG] metadata.patch(entity=Table, source=table, destination=dest) query_filter = ( '{"query":{"bool":{"must":[{"bool":{"must":[' '{"term":{"tier.tagFQN":"Tier.Tier1"}},' f'{{"term":{{"service.displayName.keyword":"{es_service.name.root}"}}}}' "]}}]}}}" ) assets = list(metadata.paginate_es(entity=Table, query_filter=query_filter, size=2)) assert len(assets) == 5 finally: for table in created_tables: try: # noqa: SIM105 metadata.delete(entity=Table, entity_id=table.id, hard_delete=True) except Exception: pass def test_paginate_with_sorting(self, metadata, es_service, es_schema): """Test different sorting options for ES pagination""" test_id = str(uuid.uuid4())[:8] created_tables = [] try: for name in [f"paginating_table_{test_id}_{i}" for i in range(5)]: table = metadata.create_or_update( data=get_create_entity( entity=Table, name=EntityName(name), reference=es_schema.fullyQualifiedName, ) ) created_tables.append(table) time.sleep(2) query_filter_obj = { "query": { "bool": { "must": [ { "bool": { "must": [ {"term": {"service.name.keyword": (es_service.name.root)}}, {"wildcard": {"name.keyword": f"paginating_table_{test_id}_*"}}, ] } } ] } } } query_filter = json.dumps(query_filter_obj) assets = list(metadata.paginate_es(entity=Table, query_filter=query_filter, size=2)) returned_table_names = [ asset.name.root for asset in assets if asset.name.root.startswith(f"paginating_table_{test_id}_") ] assert returned_table_names == [ f"paginating_table_{test_id}_4", f"paginating_table_{test_id}_3", f"paginating_table_{test_id}_2", f"paginating_table_{test_id}_1", f"paginating_table_{test_id}_0", ] assets = list(metadata.paginate_es(entity=Table, query_filter=query_filter, size=2, sort_order="asc")) returned_table_names = [ asset.name.root for asset in assets if asset.name.root.startswith(f"paginating_table_{test_id}_") ] assert returned_table_names == [ f"paginating_table_{test_id}_0", f"paginating_table_{test_id}_1", f"paginating_table_{test_id}_2", f"paginating_table_{test_id}_3", f"paginating_table_{test_id}_4", ] assets = list(metadata.paginate_es(entity=Table, query_filter=query_filter, size=2, sort_field="_score")) returned_table_names = { asset.name.root for asset in assets if asset.name.root.startswith(f"paginating_table_{test_id}_") } # Use set to deduplicate: server-side FieldValue type mismatch in search_after # for _score sort can cause ES to return duplicate pages (KNOWN ISSUE) assert len(returned_table_names) == 5 finally: for table in created_tables: try: # noqa: SIM105 metadata.delete(entity=Table, entity_id=table.id, hard_delete=True) except Exception: pass def test_paginate_invalid_sort_order(self, metadata, es_service): """Test that invalid sort_order raises ValueError""" query_filter_obj = { "query": { "bool": { "must": [ { "bool": { "must": [ {"term": {"service.name.keyword": (es_service.name.root)}}, ] } } ] } } } query_filter = json.dumps(query_filter_obj) with pytest.raises(ValueError, match="sort_order must be 'asc' or 'desc'"): list( metadata.paginate_es( entity=Table, query_filter=query_filter, sort_order="invalid", ) ) def test_search(self, metadata, es_service, es_schema): for name in [f"Table {i}" for i in range(5)]: metadata.create_or_update( data=get_create_entity( entity=Table, name=EntityName(name), reference=es_schema.fullyQualifiedName, ) ) # Searching by an almost exact match has the highest rank. assets = list(metadata.paginate_es(entity=Table, search_query="table 2", sort_field="_score")) returned_table_names = [asset.name.root for asset in assets if asset.name.root.startswith("Table ")] assert returned_table_names[0] == "Table 2" # Searching by a value that doesn't exist returns an empty set of results. assets = list(metadata.paginate_es(entity=Table, search_query="N0NExistent", sort_field="_score")) returned_table_names = [asset.name.root for asset in assets] assert returned_table_names == []