chore: import upstream snapshot with attribution
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@@ -0,0 +1,168 @@
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import os
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import shutil
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import tempfile
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import uuid
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import pytest
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from sqlalchemy import create_engine, text
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from testcontainers.mssql import SqlServerContainer
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from _openmetadata_testutils.helpers.docker import copy_dir_to_container, try_bind
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from metadata.generated.schema.api.services.createDatabaseService import (
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CreateDatabaseServiceRequest,
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)
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from metadata.generated.schema.entity.services.connections.database.mssqlConnection import (
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MssqlConnection,
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MssqlScheme,
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)
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from metadata.generated.schema.entity.services.databaseService import (
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DatabaseConnection,
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DatabaseService,
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DatabaseServiceType,
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)
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from ..conftest import ingestion_config as base_ingestion_config # noqa: F401, TID252
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@pytest.fixture(scope="package")
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def db_name():
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return "AdventureWorksLT2022"
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class CustomSqlServerContainer(SqlServerContainer):
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def start(self) -> "DbContainer": # noqa: F821
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dockerfile = f"""
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FROM {self.image}
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USER root
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RUN mkdir -p /data
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RUN chown mssql /data
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USER mssql
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"""
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temp_dir = os.path.join(tempfile.gettempdir(), "mssql") # noqa: PTH118
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os.makedirs(temp_dir, exist_ok=True) # noqa: PTH103
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temp_dockerfile_path = os.path.join(temp_dir, "Dockerfile") # noqa: PTH118
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with open(temp_dockerfile_path, "w") as temp_dockerfile: # noqa: PTH123
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temp_dockerfile.write(dockerfile)
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self.get_docker_client().build(temp_dir, tag=self.image)
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return super().start()
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def _configure(self) -> None:
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super()._configure()
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self.with_env("SQL_SA_PASSWORD", self.password)
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@pytest.fixture(scope="package")
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def mssql_container(tmp_path_factory, db_name):
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container = CustomSqlServerContainer("mcr.microsoft.com/mssql/server:2022-latest", dbname="master")
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data_dir = tmp_path_factory.mktemp("data")
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shutil.copy(
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os.path.join(os.path.dirname(__file__), "data", f"{db_name}.bak"), # noqa: PTH118, PTH120
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str(data_dir),
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)
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with open(data_dir / "install.sql", "w") as f: # noqa: PTH123
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f.write(
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f"""
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USE [master]
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RESTORE FILELISTONLY
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FROM DISK = '/data/{db_name}.bak';
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GO
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RESTORE DATABASE [{db_name}]
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FROM DISK = '/data/{db_name}.bak'
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WITH MOVE '{db_name}_Data' TO '/var/opt/mssql/data/{db_name}.mdf',
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MOVE '{db_name}_Log' TO '/var/opt/mssql/data/{db_name}.ldf';
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GO
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"""
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)
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with try_bind(container, 1433, 1433) as container:
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docker_container = container.get_wrapped_container()
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copy_dir_to_container(str(data_dir), docker_container, "/data")
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res = docker_container.exec_run(
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[
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"bash",
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"-c",
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" ".join(
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[
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"/opt/mssql-tools*/bin/sqlcmd",
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"-U",
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container.username,
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"-P",
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f"'{container.password}'",
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"-d",
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"master",
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"-i",
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"/data/install.sql",
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"-C",
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]
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),
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]
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)
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if res[0] != 0:
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raise Exception("Failed to create mssql database:" + res[1].decode("utf-8")) # noqa: TRY002
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engine = create_engine(
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"mssql+pytds://" + container.get_connection_url().split("://")[1],
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connect_args={"autocommit": True},
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)
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with engine.connect() as conn:
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transaciton = conn.begin()
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conn.execute(text(f"SELECT * INTO {db_name}.SalesLT.CustomerCopy FROM {db_name}.SalesLT.Customer;"))
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transaciton.commit()
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yield container
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@pytest.fixture(
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scope="module",
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params=[
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MssqlScheme.mssql_pytds,
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MssqlScheme.mssql_pyodbc,
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],
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)
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def scheme(request):
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return request.param
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@pytest.fixture(scope="module")
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def create_service_request(mssql_container, scheme, db_name):
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return CreateDatabaseServiceRequest(
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name=f"docker_test_mssql_{uuid.uuid4().hex[:8]}_{scheme.name}",
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serviceType=DatabaseServiceType.Mssql,
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connection=DatabaseConnection(
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config=MssqlConnection(
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username=mssql_container.username,
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password=mssql_container.password,
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hostPort="localhost:" + mssql_container.get_exposed_port(mssql_container.port),
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database=db_name,
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scheme=scheme,
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ingestAllDatabases=True,
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connectionOptions={
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"TrustServerCertificate": "yes",
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"MARS_Connection": "yes",
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},
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)
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),
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)
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@pytest.fixture(scope="module")
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def ingestion_config(
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db_service,
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tmp_path_factory,
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workflow_config,
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sink_config,
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base_ingestion_config, # noqa: F811
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db_name,
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):
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base_ingestion_config["source"]["sourceConfig"]["config"]["databaseFilterPattern"] = {
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"includes": ["TestDB", db_name],
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}
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return base_ingestion_config
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@pytest.fixture(scope="module")
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def unmask_password(create_service_request):
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def inner(service: DatabaseService):
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service.connection.config.password = create_service_request.connection.config.password
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return service
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return inner
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@@ -0,0 +1,61 @@
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import pytest
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from freezegun import freeze_time
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from sqlalchemy import create_engine, text
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from metadata.generated.schema.entity.data.table import Table
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from metadata.ingestion.lineage.sql_lineage import search_cache
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from metadata.workflow.metadata import MetadataWorkflow
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@pytest.fixture(
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params=["german", "english"], # test for both languages
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)
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def language_config(mssql_container, request):
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language = request.param
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engine = create_engine(
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"mssql+pytds://" + mssql_container.get_connection_url().split("://")[1],
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connect_args={"autocommit": True},
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)
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with engine.connect() as conn:
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conn.execute(text(f"ALTER LOGIN {mssql_container.username} WITH DEFAULT_LANGUAGE={language};"))
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conn.commit()
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@pytest.fixture()
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def lineage_config(language_config, db_service, workflow_config, sink_config, db_name):
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return {
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"source": {
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"type": "mssql-lineage",
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"serviceName": db_service.fullyQualifiedName.root,
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"sourceConfig": {
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"config": {
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"type": "DatabaseLineage",
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"databaseFilterPattern": {"includes": ["TestDB", db_name]},
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},
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},
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},
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"sink": sink_config,
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"workflowConfig": workflow_config,
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}
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@freeze_time("2024-01-30") # to demonstrate the issue with german language
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def test_lineage(
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patch_passwords_for_db_services,
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run_workflow,
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ingestion_config,
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lineage_config,
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db_service,
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metadata,
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db_name,
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):
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search_cache.clear()
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run_workflow(MetadataWorkflow, ingestion_config)
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run_workflow(MetadataWorkflow, lineage_config)
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department_table = metadata.get_by_name(
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Table,
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f"{db_service.fullyQualifiedName.root}.{db_name}.SalesLT.Customer",
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nullable=False,
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)
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lineage = metadata.get_lineage_by_id(Table, department_table.id.root)
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assert lineage is not None
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@@ -0,0 +1,36 @@
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from metadata.generated.schema.entity.data.table import Constraint, Table
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from metadata.workflow.metadata import MetadataWorkflow
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def test_ingest_metadata(
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patch_passwords_for_db_services,
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run_workflow,
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ingestion_config,
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db_service,
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metadata,
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db_name,
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):
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run_workflow(MetadataWorkflow, ingestion_config)
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table: Table = metadata.get_by_name(
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Table,
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f"{db_service.fullyQualifiedName.root}.{db_name}.SalesLT.Customer",
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)
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assert table is not None
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assert [c.name.root for c in table.columns] == [
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"CustomerID",
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"NameStyle",
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"Title",
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"FirstName",
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"MiddleName",
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"LastName",
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"Suffix",
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"CompanyName",
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"SalesPerson",
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"EmailAddress",
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"Phone",
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"PasswordHash",
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"PasswordSalt",
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"rowguid",
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"ModifiedDate",
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]
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assert table.columns[0].constraint == Constraint.PRIMARY_KEY
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@@ -0,0 +1,9 @@
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from metadata.ingestion.lineage.sql_lineage import search_cache
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from metadata.workflow.metadata import MetadataWorkflow
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from metadata.workflow.profiler import ProfilerWorkflow
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def test_profiler(patch_passwords_for_db_services, run_workflow, ingestion_config, profiler_config):
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search_cache.clear()
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run_workflow(MetadataWorkflow, ingestion_config)
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run_workflow(ProfilerWorkflow, profiler_config)
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@@ -0,0 +1,38 @@
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import pytest
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from metadata.workflow.metadata import MetadataWorkflow
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from metadata.workflow.usage import UsageWorkflow
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@pytest.fixture()
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def usage_config(db_service, workflow_config, db_name):
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return {
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"source": {
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"type": "mssql-usage",
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"serviceName": db_service.fullyQualifiedName.root,
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"sourceConfig": {
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"config": {
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"queryLogDuration": 2,
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"resultLimit": 1000,
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"databaseFilterPattern": {"includes": ["TestDB", db_name]},
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},
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},
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},
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"processor": {"type": "query-parser", "config": {}},
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"stage": {"type": "table-usage", "config": {"filename": "/tmp/mssql_usage"}},
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"bulkSink": {
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"type": "metadata-usage",
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"config": {"filename": "/tmp/mssql_usage"},
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},
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"workflowConfig": workflow_config,
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}
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def test_usage(
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patch_passwords_for_db_services,
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run_workflow,
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ingestion_config,
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usage_config,
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):
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run_workflow(MetadataWorkflow, ingestion_config)
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run_workflow(UsageWorkflow, usage_config)
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