FIX - Postgres Python CI (#17859)

* fix deprecation

* remove print

* tests use testcontainers for mysql

* testcontainers for 3.8 dont work
This commit is contained in:
Pere Miquel Brull 2024-09-17 11:57:32 +02:00 committed by GitHub
parent d5507ca44f
commit 91ddfcf07a
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10 changed files with 465 additions and 443 deletions

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@ -141,7 +141,7 @@ from metadata.utils.constants import UTF_8
from metadata.utils.fqn import FQN_SEPARATOR
from metadata.utils.helpers import get_standard_chart_type
from metadata.utils.logger import ingestion_logger
from metadata.utils.time_utils import convert_timestamp_to_milliseconds
from metadata.utils.time_utils import datetime_to_timestamp
logger = ingestion_logger()
@ -1646,11 +1646,10 @@ class SampleDataSource(
life_cycle_data.created = AccessDetails(
timestamp=Timestamp(
int(
convert_timestamp_to_milliseconds(
(
datetime.now()
- timedelta(days=life_cycle["created"]["days"])
).timestamp()
datetime_to_timestamp(
datetime_value=datetime.now()
- timedelta(days=life_cycle["created"]["days"]),
milliseconds=True,
)
)
),
@ -1660,11 +1659,10 @@ class SampleDataSource(
life_cycle_data.updated = AccessDetails(
timestamp=Timestamp(
int(
convert_timestamp_to_milliseconds(
(
datetime.now()
- timedelta(days=life_cycle["updated"]["days"])
).timestamp()
datetime_to_timestamp(
datetime_value=datetime.now()
- timedelta(days=life_cycle["updated"]["days"]),
milliseconds=True,
)
),
),
@ -1674,11 +1672,10 @@ class SampleDataSource(
life_cycle_data.accessed = AccessDetails(
timestamp=Timestamp(
int(
convert_timestamp_to_milliseconds(
(
datetime.now()
- timedelta(days=life_cycle["accessed"]["days"])
).timestamp()
datetime_to_timestamp(
datetime_value=datetime.now()
- timedelta(days=life_cycle["accessed"]["days"]),
milliseconds=True,
)
),
),

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@ -0,0 +1,25 @@
# Copyright 2021 Collate
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
# http://www.apache.org/licenses/LICENSE-2.0
# 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.
"""Automations integration tests"""
import uuid
import pytest
from ..containers import MySqlContainerConfigs, get_mysql_container
@pytest.fixture(scope="session")
def mysql_container():
with get_mysql_container(
MySqlContainerConfigs(container_name=str(uuid.uuid4()))
) as container:
yield container

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@ -12,8 +12,9 @@
"""
OpenMetadata high-level API Workflow test
"""
from unittest import TestCase
import sys
import pytest
from sqlalchemy.engine import Engine
from metadata.generated.schema.api.automations.createWorkflow import (
@ -34,129 +35,100 @@ from metadata.generated.schema.entity.services.connections.database.mysqlConnect
MysqlConnection,
MySQLType,
)
from metadata.generated.schema.entity.services.connections.metadata.openMetadataConnection import (
OpenMetadataConnection,
)
from metadata.generated.schema.entity.services.connections.testConnectionResult import (
StatusType,
)
from metadata.generated.schema.entity.services.databaseService import DatabaseConnection
from metadata.generated.schema.entity.services.serviceType import ServiceType
from metadata.generated.schema.security.client.openMetadataJWTClientConfig import (
OpenMetadataJWTClientConfig,
)
from metadata.ingestion.ometa.ometa_api import OpenMetadata
from metadata.ingestion.source.connections import get_connection, get_test_connection_fn
SERVICE_CONNECTION = MysqlConnection(
username="openmetadata_user",
authType=BasicAuth(password="openmetadata_password"),
hostPort="localhost:3306",
)
if sys.version_info < (3, 9):
pytest.skip("requires python 3.9+", allow_module_level=True)
class TestConnectionAutomationTest(TestCase):
def test_connection_workflow(metadata, mysql_container):
"""
Run this integration test with the local API available
Install the ingestion package before running the tests
Test all the steps related to the test connection automation workflow
"""
service_entity_id = None
service_connection = MysqlConnection(
username=mysql_container.username,
authType=BasicAuth(password=mysql_container.password),
hostPort=f"localhost:{mysql_container.get_exposed_port(3306)}",
)
server_config = OpenMetadataConnection(
hostPort="http://localhost:8585/api",
authProvider="openmetadata",
securityConfig=OpenMetadataJWTClientConfig(
jwtToken="eyJraWQiOiJHYjM4OWEtOWY3Ni1nZGpzLWE5MmotMDI0MmJrOTQzNTYiLCJ0eXAiOiJKV1QiLCJhbGciOiJSUzI1NiJ9.eyJzdWIiOiJhZG1pbiIsImlzQm90IjpmYWxzZSwiaXNzIjoib3Blbi1tZXRhZGF0YS5vcmciLCJpYXQiOjE2NjM5Mzg0NjIsImVtYWlsIjoiYWRtaW5Ab3Blbm1ldGFkYXRhLm9yZyJ9.tS8um_5DKu7HgzGBzS1VTA5uUjKWOCU0B_j08WXBiEC0mr0zNREkqVfwFDD-d24HlNEbrqioLsBuFRiwIWKc1m_ZlVQbG7P36RUxhuv2vbSp80FKyNM-Tj93FDzq91jsyNmsQhyNv_fNr3TXfzzSPjHt8Go0FMMP66weoKMgW2PbXlhVKwEuXUHyakLLzewm9UMeQaEiRzhiTMU3UkLXcKbYEJJvfNFcLwSl9W8JCO_l0Yj3ud-qt_nQYEZwqW6u5nfdQllN133iikV4fM5QZsMCnm8Rq1mvLR0y9bmJiD7fwM1tmJ791TUWqmKaTnP49U493VanKpUAfzIiOiIbhg"
new_workflow_request = CreateWorkflowRequest(
name="test-connection-mysql",
description="description",
workflowType=WorkflowType.TEST_CONNECTION,
request=TestServiceConnectionRequest(
serviceType=ServiceType.Database,
connectionType=MySQLType.Mysql.value,
connection=DatabaseConnection(
config=service_connection,
),
),
)
metadata = OpenMetadata(server_config)
assert metadata.health_check()
automation_workflow: Workflow = metadata.create_or_update(data=new_workflow_request)
engine: Engine = get_connection(service_connection)
def test_connection_workflow(self):
"""
Test all the steps related to the test connection automation workflow
"""
new_workflow_request = CreateWorkflowRequest(
name="test-connection-mysql",
description="description",
workflowType=WorkflowType.TEST_CONNECTION,
request=TestServiceConnectionRequest(
serviceType=ServiceType.Database,
connectionType=MySQLType.Mysql.value,
connection=DatabaseConnection(
config=SERVICE_CONNECTION,
),
test_connection_fn = get_test_connection_fn(service_connection)
test_connection_fn(metadata, engine, service_connection, automation_workflow)
final_workflow: Workflow = metadata.get_by_name(
entity=Workflow, fqn="test-connection-mysql"
)
assert final_workflow.status == WorkflowStatus.Successful
assert len(final_workflow.response.steps) == 4
assert final_workflow.response.status.value == StatusType.Successful.value
metadata.delete(
entity=Workflow,
entity_id=str(automation_workflow.id.root),
hard_delete=True,
)
def test_connection_workflow_ko(metadata):
"""Test connection that will fail"""
wrong_service_connection = MysqlConnection(
username="openmetadata_user",
authType=BasicAuth(password="openmetadata_password"),
hostPort="localhost:8585", # There's something running there, but it's not MySQL
databaseSchema="openmetadata_db",
)
wrong_workflow_request = CreateWorkflowRequest(
name="test-connection-mysql-bad",
description="description",
workflowType=WorkflowType.TEST_CONNECTION,
request=TestServiceConnectionRequest(
serviceType=ServiceType.Database,
connectionType=MySQLType.Mysql.value,
connection=DatabaseConnection(
config=wrong_service_connection,
),
)
),
)
automation_workflow: Workflow = self.metadata.create_or_update(
data=new_workflow_request
)
engine: Engine = get_connection(SERVICE_CONNECTION)
automation_workflow: Workflow = metadata.create_or_update(
data=wrong_workflow_request
)
engine: Engine = get_connection(wrong_service_connection)
test_connection_fn = get_test_connection_fn(SERVICE_CONNECTION)
test_connection_fn(
self.metadata, engine, SERVICE_CONNECTION, automation_workflow
)
test_connection_fn = get_test_connection_fn(wrong_service_connection)
test_connection_fn(metadata, engine, wrong_service_connection, automation_workflow)
final_workflow: Workflow = self.metadata.get_by_name(
entity=Workflow, fqn="test-connection-mysql"
)
final_workflow: Workflow = metadata.get_by_name(
entity=Workflow, fqn="test-connection-mysql-bad"
)
self.assertEqual(final_workflow.status, WorkflowStatus.Successful)
self.assertEqual(len(final_workflow.response.steps), 4)
self.assertEqual(
final_workflow.response.status.value, StatusType.Successful.value
)
assert final_workflow.response.status == StatusType.Failed
self.metadata.delete(
entity=Workflow,
entity_id=str(automation_workflow.id.root),
hard_delete=True,
)
def test_connection_workflow_ko(self):
"""Test connection that will fail"""
wrong_service_connection = MysqlConnection(
username="openmetadata_user",
authType=BasicAuth(password="openmetadata_password"),
hostPort="localhost:8585", # There's something running there, but it's not MySQL
databaseSchema="openmetadata_db",
)
wrong_workflow_request = CreateWorkflowRequest(
name="test-connection-mysql-bad",
description="description",
workflowType=WorkflowType.TEST_CONNECTION,
request=TestServiceConnectionRequest(
serviceType=ServiceType.Database,
connectionType=MySQLType.Mysql.value,
connection=DatabaseConnection(
config=wrong_service_connection,
),
),
)
automation_workflow: Workflow = self.metadata.create_or_update(
data=wrong_workflow_request
)
engine: Engine = get_connection(wrong_service_connection)
test_connection_fn = get_test_connection_fn(wrong_service_connection)
test_connection_fn(
self.metadata, engine, wrong_service_connection, automation_workflow
)
final_workflow: Workflow = self.metadata.get_by_name(
entity=Workflow, fqn="test-connection-mysql-bad"
)
self.assertEqual(final_workflow.response.status, StatusType.Failed)
self.metadata.delete(
entity=Workflow,
entity_id=str(automation_workflow.id.root),
hard_delete=True,
)
metadata.delete(
entity=Workflow,
entity_id=str(automation_workflow.id.root),
hard_delete=True,
)

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@ -0,0 +1,25 @@
# Copyright 2021 Collate
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
# http://www.apache.org/licenses/LICENSE-2.0
# 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.
"""Connections integration tests"""
import uuid
import pytest
from ..containers import MySqlContainerConfigs, get_mysql_container
@pytest.fixture(scope="session")
def mysql_container():
with get_mysql_container(
MySqlContainerConfigs(container_name=str(uuid.uuid4()))
) as container:
yield container

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@ -8,12 +8,12 @@
# 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.
"""
MySQL connection test
"""
from unittest import TestCase
import sys
import pytest
from sqlalchemy.engine import Engine
from metadata.generated.schema.entity.services.connections.database.common.basicAuth import (
@ -22,51 +22,27 @@ from metadata.generated.schema.entity.services.connections.database.common.basic
from metadata.generated.schema.entity.services.connections.database.mysqlConnection import (
MysqlConnection,
)
from metadata.generated.schema.entity.services.connections.metadata.openMetadataConnection import (
OpenMetadataConnection,
)
from metadata.generated.schema.security.client.openMetadataJWTClientConfig import (
OpenMetadataJWTClientConfig,
)
from metadata.ingestion.ometa.ometa_api import OpenMetadata
from metadata.ingestion.source.connections import get_connection, get_test_connection_fn
if sys.version_info < (3, 9):
pytest.skip("requires python 3.9+", allow_module_level=True)
class MySQLConnectionTest(TestCase):
def test_test_connection(metadata, mysql_container):
"""
Validate MySQL connections
Test connection function requires:
- ometa
- connection object, i.e., the engine
- the service connection
"""
server_config = OpenMetadataConnection(
hostPort="http://localhost:8585/api",
authProvider="openmetadata",
securityConfig=OpenMetadataJWTClientConfig(
jwtToken="eyJraWQiOiJHYjM4OWEtOWY3Ni1nZGpzLWE5MmotMDI0MmJrOTQzNTYiLCJ0eXAiOiJKV1QiLCJhbGciOiJSUzI1NiJ9.eyJzdWIiOiJhZG1pbiIsImlzQm90IjpmYWxzZSwiaXNzIjoib3Blbi1tZXRhZGF0YS5vcmciLCJpYXQiOjE2NjM5Mzg0NjIsImVtYWlsIjoiYWRtaW5Ab3Blbm1ldGFkYXRhLm9yZyJ9.tS8um_5DKu7HgzGBzS1VTA5uUjKWOCU0B_j08WXBiEC0mr0zNREkqVfwFDD-d24HlNEbrqioLsBuFRiwIWKc1m_ZlVQbG7P36RUxhuv2vbSp80FKyNM-Tj93FDzq91jsyNmsQhyNv_fNr3TXfzzSPjHt8Go0FMMP66weoKMgW2PbXlhVKwEuXUHyakLLzewm9UMeQaEiRzhiTMU3UkLXcKbYEJJvfNFcLwSl9W8JCO_l0Yj3ud-qt_nQYEZwqW6u5nfdQllN133iikV4fM5QZsMCnm8Rq1mvLR0y9bmJiD7fwM1tmJ791TUWqmKaTnP49U493VanKpUAfzIiOiIbhg"
),
)
metadata = OpenMetadata(server_config)
assert metadata.health_check()
service_connection = MysqlConnection(
username="openmetadata_user",
authType=BasicAuth(password="openmetadata_password"),
hostPort="localhost:3306",
databaseSchema="openmetadata_db",
username=mysql_container.username,
authType=BasicAuth(password=mysql_container.password),
hostPort=f"localhost:{mysql_container.get_exposed_port(3306)}",
)
def test_get_connection(self):
engine = get_connection(self.service_connection)
self.assertTrue(isinstance(engine, Engine))
engine = get_connection(service_connection)
assert isinstance(engine, Engine)
def test_test_connection(self):
"""
Test connection function requires:
- ometa
- connection object, i.e., the engine
- the service connection
"""
engine = get_connection(self.service_connection)
_test_connection_fn = get_test_connection_fn(self.service_connection)
_test_connection_fn(self.metadata, engine, self.service_connection)
_test_connection_fn = get_test_connection_fn(service_connection)
_test_connection_fn(metadata, engine, service_connection)

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@ -0,0 +1,80 @@
# Copyright 2021 Collate
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
# http://www.apache.org/licenses/LICENSE-2.0
# 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.
"""Automations integration tests"""
import json
import uuid
import pytest
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 DatabaseService
from metadata.workflow.metadata import MetadataWorkflow
from ..containers import MySqlContainerConfigs, get_mysql_container
from ..integration_base import (
METADATA_INGESTION_CONFIG_TEMPLATE,
generate_name,
get_create_service,
)
@pytest.fixture(scope="module")
def mysql_container():
with get_mysql_container(
MySqlContainerConfigs(container_name=str(uuid.uuid4()))
) as container:
yield container
@pytest.fixture(scope="module")
def service(metadata):
service_name = generate_name()
create_service = get_create_service(entity=DatabaseService, name=service_name)
yield metadata.create_or_update(data=create_service)
service_id = str(
metadata.get_by_name(entity=DatabaseService, fqn=service_name).id.root
)
metadata.delete(
entity=DatabaseService,
entity_id=service_id,
recursive=True,
hard_delete=True,
)
@pytest.fixture(scope="module")
def workflow(metadata, service, mysql_container):
service_name = service.name.root
workflow_config = json.loads(
METADATA_INGESTION_CONFIG_TEMPLATE.format(
type="mysql",
service_name=service_name,
service_config=MysqlConnection(
username=mysql_container.username,
authType=BasicAuth(
password=mysql_container.password,
),
hostPort=f"localhost:{mysql_container.get_exposed_port(3306)}",
).model_dump_json(),
source_config={},
)
)
workflow_config["ingestionPipelineFQN"] = f"{service_name}.ingestion"
return MetadataWorkflow.create(workflow_config)

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@ -12,19 +12,10 @@
"""
Test how we create and update status in Ingestion Pipelines
"""
import json
from unittest import TestCase
import sys
import pytest
from _openmetadata_testutils.ometa import int_admin_ometa
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 DatabaseService
from metadata.generated.schema.entity.services.ingestionPipelines.ingestionPipeline import (
IngestionPipeline,
PipelineState,
@ -36,178 +27,110 @@ from metadata.generated.schema.entity.services.ingestionPipelines.status import
StepSummary,
)
from metadata.ingestion.api.status import TruncatedStackTraceError
from metadata.workflow.metadata import MetadataWorkflow
from ..integration_base import (
METADATA_INGESTION_CONFIG_TEMPLATE,
generate_name,
get_create_service,
)
if sys.version_info < (3, 9):
pytest.skip("requires python 3.9+", allow_module_level=True)
class OMetaTableTest(TestCase):
"""
Run this integration test with the local API available
Install the ingestion package before running the tests
"""
def test_create_ingestion_pipeline(workflow) -> None:
"""We can create an ingestion pipeline"""
metadata = int_admin_ometa()
service_name = generate_name()
ingestion_pipeline: IngestionPipeline = workflow.ingestion_pipeline
assert ingestion_pipeline is not None
assert ingestion_pipeline.name.root == "ingestion"
@classmethod
def setUpClass(cls) -> None:
"""
Prepare ingredients
"""
# Create the service entity
create_service = get_create_service(
entity=DatabaseService, name=cls.service_name
)
cls.service_entity = cls.metadata.create_or_update(data=create_service)
workflow_config = json.loads(
METADATA_INGESTION_CONFIG_TEMPLATE.format(
type="mysql",
service_name=cls.service_name,
service_config=MysqlConnection(
username="openmetadata_user",
authType=BasicAuth(
password="openmetadata_password",
),
hostPort="localhost:3306",
).model_dump_json(),
source_config={},
def test_add_status(metadata, workflow) -> None:
"""We can add status to the ingestion pipeline"""
ingestion_pipeline: IngestionPipeline = workflow.ingestion_pipeline
assert ingestion_pipeline is not None
# We can send a status to the ingestion pipeline
ingestion_status = IngestionStatus(
[
StepSummary(
name="source",
failures=[
StackTraceError(
name="error",
error="error",
stackTrace="stackTrace",
)
],
)
)
workflow_config["ingestionPipelineFQN"] = f"{cls.service_name}.ingestion"
cls.workflow: MetadataWorkflow = MetadataWorkflow.create(workflow_config)
]
)
# Since we won't run the full workflow, let's create the service first
# which is needed to create the ingestion
cls.metadata.get_service_or_create(
entity=DatabaseService, config=cls.workflow.config.source
)
pipeline_status: PipelineStatus = workflow._new_pipeline_status(
PipelineState.success
)
pipeline_status.status = ingestion_status
@classmethod
def tearDownClass(cls) -> None:
"""
Clean up
"""
# Gets properly created
metadata.create_or_update_pipeline_status(
ingestion_pipeline.fullyQualifiedName.root, pipeline_status
)
service_id = str(
cls.metadata.get_by_name(
entity=DatabaseService, fqn=cls.service_name
).id.root
)
real_pipeline_status: PipelineStatus = metadata.get_pipeline_status(
ingestion_pipeline.fullyQualifiedName.root, workflow.run_id
)
assert real_pipeline_status.pipelineState == PipelineState.success
cls.metadata.delete(
entity=DatabaseService,
entity_id=service_id,
recursive=True,
hard_delete=True,
)
# If the status has too long names/errors it will fail
too_long_status = IngestionStatus(
[
StepSummary(
name="source",
failures=[
StackTraceError(
name="error",
error="error" * 20_000_000,
stackTrace="stackTrace",
)
],
)
]
)
def test_create_ingestion_pipeline(self) -> None:
"""We can create an ingestion pipeline"""
pipeline_status: PipelineStatus = workflow._new_pipeline_status(
PipelineState.success
)
pipeline_status.status = too_long_status
ingestion_pipeline: IngestionPipeline = self.workflow.ingestion_pipeline
assert ingestion_pipeline is not None
assert ingestion_pipeline.name.root == "ingestion"
def test_add_status(self) -> None:
"""We can add status to the ingestion pipeline"""
ingestion_pipeline: IngestionPipeline = self.workflow.ingestion_pipeline
assert ingestion_pipeline is not None
# We can send a status to the ingestion pipeline
ingestion_status = IngestionStatus(
[
StepSummary(
name="source",
failures=[
StackTraceError(
name="error",
error="error",
stackTrace="stackTrace",
)
],
)
]
)
pipeline_status: PipelineStatus = self.workflow._new_pipeline_status(
PipelineState.success
)
pipeline_status.status = ingestion_status
# Gets properly created
self.metadata.create_or_update_pipeline_status(
# We get a bad request error
with pytest.raises(Exception) as exc:
metadata.create_or_update_pipeline_status(
ingestion_pipeline.fullyQualifiedName.root, pipeline_status
)
real_pipeline_status: PipelineStatus = self.metadata.get_pipeline_status(
ingestion_pipeline.fullyQualifiedName.root, self.workflow.run_id
)
assert real_pipeline_status.pipelineState == PipelineState.success
assert ("exceeds the maximum allowed" in str(exc.value)) or (
"Connection aborted." in str(exc.value)
)
# If the status has too long names/errors it will fail
too_long_status = IngestionStatus(
[
StepSummary(
name="source",
failures=[
StackTraceError(
name="error",
error="error" * 20_000_000,
stackTrace="stackTrace",
)
],
)
]
)
pipeline_status: PipelineStatus = self.workflow._new_pipeline_status(
PipelineState.success
)
pipeline_status.status = too_long_status
# We get a bad request error
with pytest.raises(Exception) as exc:
self.metadata.create_or_update_pipeline_status(
ingestion_pipeline.fullyQualifiedName.root, pipeline_status
# If we truncate the status it all runs good
truncated_long_status = IngestionStatus(
[
StepSummary(
name="source",
failures=[
TruncatedStackTraceError(
name="error",
error="error" * 20_000_000,
stackTrace="stackTrace",
)
],
)
]
)
assert ("exceeds the maximum allowed" in str(exc.value)) or (
"Connection aborted." in str(exc.value)
)
pipeline_status: PipelineStatus = workflow._new_pipeline_status(
PipelineState.success
)
pipeline_status.status = truncated_long_status
# If we truncate the status it all runs good
truncated_long_status = IngestionStatus(
[
StepSummary(
name="source",
failures=[
TruncatedStackTraceError(
name="error",
error="error" * 20_000_000,
stackTrace="stackTrace",
)
],
)
]
)
res = metadata.create_or_update_pipeline_status(
ingestion_pipeline.fullyQualifiedName.root, pipeline_status
)
pipeline_status: PipelineStatus = self.workflow._new_pipeline_status(
PipelineState.success
)
pipeline_status.status = truncated_long_status
res = self.metadata.create_or_update_pipeline_status(
ingestion_pipeline.fullyQualifiedName.root, pipeline_status
)
assert (
res["entityFullyQualifiedName"]
== ingestion_pipeline.fullyQualifiedName.root
)
assert res["entityFullyQualifiedName"] == ingestion_pipeline.fullyQualifiedName.root

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@ -0,0 +1,70 @@
# Copyright 2021 Collate
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
# http://www.apache.org/licenses/LICENSE-2.0
# 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.
"""Automations integration tests"""
import uuid
import pytest
from ..containers import MySqlContainerConfigs, get_mysql_container
MYSQL_CONFIG = """
source:
type: mysql
serviceName: local_mysql_test
serviceConnection:
config:
type: Mysql
username: {user}
authType:
password: {password}
hostPort: localhost:{port}
databaseSchema: {database}
connectionOptions: {{}}
connectionArguments: {{}}
sourceConfig:
config:
schemaFilterPattern:
excludes:
- mysql.*
- information_schema.*
- performance_schema.*
- sys.*
sink:
type: metadata-rest
config: {{}}
workflowConfig:
openMetadataServerConfig:
hostPort: http://localhost:8585/api
authProvider: openmetadata
securityConfig:
jwtToken: "eyJraWQiOiJHYjM4OWEtOWY3Ni1nZGpzLWE5MmotMDI0MmJrOTQzNTYiLCJ0eXAiOiJKV1QiLCJhbGciOiJSUzI1NiJ9.eyJzdWIiOiJhZG1pbiIsImlzQm90IjpmYWxzZSwiaXNzIjoib3Blbi1tZXRhZGF0YS5vcmciLCJpYXQiOjE2NjM5Mzg0NjIsImVtYWlsIjoiYWRtaW5Ab3Blbm1ldGFkYXRhLm9yZyJ9.tS8um_5DKu7HgzGBzS1VTA5uUjKWOCU0B_j08WXBiEC0mr0zNREkqVfwFDD-d24HlNEbrqioLsBuFRiwIWKc1m_ZlVQbG7P36RUxhuv2vbSp80FKyNM-Tj93FDzq91jsyNmsQhyNv_fNr3TXfzzSPjHt8Go0FMMP66weoKMgW2PbXlhVKwEuXUHyakLLzewm9UMeQaEiRzhiTMU3UkLXcKbYEJJvfNFcLwSl9W8JCO_l0Yj3ud-qt_nQYEZwqW6u5nfdQllN133iikV4fM5QZsMCnm8Rq1mvLR0y9bmJiD7fwM1tmJ791TUWqmKaTnP49U493VanKpUAfzIiOiIbhg"
ingestionPipelineFQN: local_mysql_test.test_metadata
pipelineRunId: 948eba5d-94ec-4fc5-b233-29038722db16
"""
@pytest.fixture(scope="session")
def mysql_container():
with get_mysql_container(
MySqlContainerConfigs(container_name=str(uuid.uuid4()))
) as container:
yield container
@pytest.fixture(scope="session")
def mysql_config(mysql_container):
return MYSQL_CONFIG.format(
user=mysql_container.username,
password=mysql_container.password,
port=mysql_container.get_exposed_port(3306),
database=mysql_container.dbname,
)

View File

@ -27,6 +27,6 @@ workflowConfig:
hostPort: http://localhost:8585/api
authProvider: openmetadata
securityConfig:
jwtToken: "eyJraWQiOiJHYjM4OWEtOWY3Ni1nZGpzLWE5MmotMDI0MmJrOTQzNTYiLCJ0eXAiOiJKV1QiLCJhbGciOiJSUzI1NiJ9.eyJzdWIiOiJhZG1pbiIsImlzQm90IjpmYWxzZSwiaXNzIjoib3Blbi1tZXRhZGF0YS5vcmciLCJpYXQiOjE2NjM5Mzg0NjIsImVtYWlsIjoiYWRtaW5Ab3Blbm1ldGFkYXRhLm9yZyJ9.tS8um_5DKu7HgzGBzS1VTA5uUjKWOCU0B_j08WXBiEC0mr0zNREkqVfwFDD-d24HlNEbrqioLsBuFRiwIWKc1m_ZlVQbG7P36RUxhuv2vbSp80FKyNM-Tj93FDzq91jsyNmsQhyNv_fNr3TXfzzSPjHt8Go0FMMP66weoKMgW2PbXlhVKwEuXUHyakLLzewm9UMeQaEiRzhiTMU3UkLXcKbYEJJvfNFcLwSl9W8JCO_l0Yj3ud-qt_nQYEZwqW6u5nfdQllN133iikV4fM5QZsMCnm8Rq1mvLR0y9bmJiD7fwM1tmJ791TUWqmKaTnP49U493VanKpUAfzIiOiIbhg"
jwtToken: "..."
ingestionPipelineFQN: local_mysql_test.test_metadata
pipelineRunId: 948eba5d-94ec-4fc5-b233-29038722db16

View File

@ -11,13 +11,13 @@
import importlib
import pathlib
import sys
import uuid
from unittest import TestCase
import pytest
import yaml
from metadata.config.common import ConfigurationError, load_config_file
from metadata.generated.schema.entity.services.connections.metadata.openMetadataConnection import (
OpenMetadataConnection,
)
from metadata.generated.schema.entity.services.databaseService import DatabaseService
from metadata.generated.schema.entity.services.ingestionPipelines.ingestionPipeline import (
IngestionPipeline,
@ -25,144 +25,98 @@ from metadata.generated.schema.entity.services.ingestionPipelines.ingestionPipel
from metadata.generated.schema.entity.services.ingestionPipelines.status import (
StepSummary,
)
from metadata.generated.schema.security.client.openMetadataJWTClientConfig import (
OpenMetadataJWTClientConfig,
)
from metadata.ingestion.ometa.ometa_api import OpenMetadata
from metadata.workflow.metadata import MetadataWorkflow
if sys.version_info < (3, 9):
pytest.skip("requires python 3.9+", allow_module_level=True)
class WorkflowTest(TestCase):
"""
Validate workflow methods
"""
server_config = OpenMetadataConnection(
hostPort="http://localhost:8585/api",
authProvider="openmetadata",
securityConfig=OpenMetadataJWTClientConfig(
jwtToken="eyJraWQiOiJHYjM4OWEtOWY3Ni1nZGpzLWE5MmotMDI0MmJrOTQzNTYiLCJ0eXAiOiJKV1QiLCJhbGciOiJSUzI1NiJ9.eyJzdWIiOiJhZG1pbiIsImlzQm90IjpmYWxzZSwiaXNzIjoib3Blbi1tZXRhZGF0YS5vcmciLCJpYXQiOjE2NjM5Mzg0NjIsImVtYWlsIjoiYWRtaW5Ab3Blbm1ldGFkYXRhLm9yZyJ9.tS8um_5DKu7HgzGBzS1VTA5uUjKWOCU0B_j08WXBiEC0mr0zNREkqVfwFDD-d24HlNEbrqioLsBuFRiwIWKc1m_ZlVQbG7P36RUxhuv2vbSp80FKyNM-Tj93FDzq91jsyNmsQhyNv_fNr3TXfzzSPjHt8Go0FMMP66weoKMgW2PbXlhVKwEuXUHyakLLzewm9UMeQaEiRzhiTMU3UkLXcKbYEJJvfNFcLwSl9W8JCO_l0Yj3ud-qt_nQYEZwqW6u5nfdQllN133iikV4fM5QZsMCnm8Rq1mvLR0y9bmJiD7fwM1tmJ791TUWqmKaTnP49U493VanKpUAfzIiOiIbhg"
),
def delete_service(metadata):
service_id = str(
metadata.get_by_name(entity=DatabaseService, fqn="local_mysql_test").id.root
)
metadata = OpenMetadata(server_config)
assert metadata.health_check()
metadata.delete(
entity=DatabaseService,
entity_id=service_id,
recursive=True,
hard_delete=True,
)
def delete_service(self):
service_id = str(
self.metadata.get_by_name(
entity=DatabaseService, fqn="local_mysql_test"
).id.root
)
self.metadata.delete(
entity=DatabaseService,
entity_id=service_id,
recursive=True,
hard_delete=True,
)
def test_get_200():
key = "metadata.ingestion.sink.metadata_rest.MetadataRestSink"
if key.find(".") >= 0:
module_name, class_name = key.rsplit(".", 1)
my_class = getattr(importlib.import_module(module_name), class_name)
assert my_class is not None
def test_get_200(self):
key = "metadata.ingestion.sink.metadata_rest.MetadataRestSink"
def test_get_4xx():
key = "metadata.ingestion.sink.MYSQL.mysqlSINK"
with pytest.raises(ModuleNotFoundError):
if key.find(".") >= 0:
module_name, class_name = key.rsplit(".", 1)
my_class = getattr(importlib.import_module(module_name), class_name)
self.assertEqual((my_class is not None), True)
getattr(importlib.import_module(module_name), class_name)
def test_get_4xx(self):
key = "metadata.ingestion.sink.MYSQL.mysqlSINK"
try:
if key.find(".") >= 0:
module_name, class_name = key.rsplit(".", 1)
getattr(importlib.import_module(module_name), class_name)
except ModuleNotFoundError:
self.assertRaises(ModuleNotFoundError)
def test_title_typeClassFetch(self):
is_file = True
file_type = "query-parser"
if is_file:
replace = file_type.replace("-", "_")
else:
replace = "".join(
[i.title() for i in file_type.replace("-", "_").split("_")]
)
self.assertEqual(replace, "query_parser")
def test_execute_200(metadata, mysql_config):
workflow_config = yaml.safe_load(mysql_config)
workflow = MetadataWorkflow.create(workflow_config)
workflow.execute()
workflow.stop()
def test_title_typeClassFetch_4xx(self):
is_file = False
file_type = "query-parser"
if is_file:
replace = file_type.replace("-", "_")
else:
replace = "".join(
[i.title() for i in file_type.replace("-", "_").split("_")]
)
self.assertEqual(replace, "QueryParser")
# Service is created
assert metadata.get_by_name(entity=DatabaseService, fqn="local_mysql_test")
def test_execute_200(self):
current_dir = pathlib.Path(__file__).resolve().parent
config_file = current_dir.joinpath("mysql_test.yaml")
workflow_config = load_config_file(config_file)
workflow = MetadataWorkflow.create(workflow_config)
workflow.execute()
workflow.stop()
# The service has an ingestion pipeline (since it has the ingestionPipelineFQN inside and the runId)
assert metadata.get_by_name(
entity=IngestionPipeline, fqn=workflow_config["ingestionPipelineFQN"]
)
# Service is created
self.assertIsNotNone(
self.metadata.get_by_name(entity=DatabaseService, fqn="local_mysql_test")
)
# The pipeline has the right status
pipeline_status = metadata.get_pipeline_status(
workflow_config["ingestionPipelineFQN"], workflow_config["pipelineRunId"]
)
# The service has an ingestion pipeline (since it has the ingestionPipelineFQN inside and the runId)
self.assertIsNotNone(
self.metadata.get_by_name(
entity=IngestionPipeline, fqn=workflow_config["ingestionPipelineFQN"]
)
)
# We have status for the source and sink
assert len(pipeline_status.status.root) == 2
assert isinstance(pipeline_status.status.root[0], StepSummary)
# The pipeline has the right status
pipeline_status = self.metadata.get_pipeline_status(
workflow_config["ingestionPipelineFQN"], workflow_config["pipelineRunId"]
)
# Rerunning with a different Run ID still generates the correct status
new_run_id = str(uuid.uuid4())
workflow_config["pipelineRunId"] = new_run_id
# We have status for the source and sink
self.assertEqual(len(pipeline_status.status.root), 2)
self.assertTrue(isinstance(pipeline_status.status.root[0], StepSummary))
workflow = MetadataWorkflow.create(workflow_config)
workflow.execute()
workflow.stop()
# Rerunning with a different Run ID still generates the correct status
new_run_id = str(uuid.uuid4())
workflow_config["pipelineRunId"] = new_run_id
pipeline_status = metadata.get_pipeline_status(
workflow_config["ingestionPipelineFQN"], new_run_id
)
workflow = MetadataWorkflow.create(workflow_config)
workflow.execute()
workflow.stop()
# We have status for the source and sink
assert len(pipeline_status.status.root) == 2
assert isinstance(pipeline_status.status.root[0], StepSummary)
pipeline_status = self.metadata.get_pipeline_status(
workflow_config["ingestionPipelineFQN"], new_run_id
)
delete_service(metadata)
# We have status for the source and sink
self.assertEqual(len(pipeline_status.status.root), 2)
self.assertTrue(isinstance(pipeline_status.status.root[0], StepSummary))
self.delete_service()
def test_execute_4xx():
config_file = pathlib.Path("/tmp/mysql_test123")
with pytest.raises(ConfigurationError):
load_config_file(config_file)
def test_execute_4xx(self):
config_file = pathlib.Path("/tmp/mysql_test123")
try:
load_config_file(config_file)
except ConfigurationError:
self.assertRaises(ConfigurationError)
def test_fail_no_service_connection_and_overwrite(self):
current_dir = pathlib.Path(__file__).resolve().parent
config_file = current_dir.joinpath("mysql_test.yaml")
workflow_config = load_config_file(config_file)
def test_fail_no_service_connection_and_overwrite():
current_dir = pathlib.Path(__file__).resolve().parent
config_file = current_dir.joinpath("mysql_test.yaml")
workflow_config = load_config_file(config_file)
del workflow_config["source"]["serviceConnection"]
workflow_config["workflowConfig"]["openMetadataServerConfig"][
"forceEntityOverwriting"
] = True
del workflow_config["source"]["serviceConnection"]
workflow_config["workflowConfig"]["openMetadataServerConfig"][
"forceEntityOverwriting"
] = True
with self.assertRaises(AttributeError):
MetadataWorkflow.create(workflow_config)
with pytest.raises(AttributeError):
MetadataWorkflow.create(workflow_config)