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smoke-test/tests/schema_fields/queries/get_chart_field.gql
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query($urn:String!) { | ||
chart(urn: $urn) { | ||
inputFields { | ||
fields { | ||
schemaFieldUrn | ||
schemaField { | ||
schemaFieldEntity { | ||
urn | ||
fieldPath | ||
documentation { | ||
documentations { | ||
documentation | ||
} | ||
} | ||
} | ||
} | ||
} | ||
} | ||
} | ||
} |
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import logging | ||
import os | ||
import tempfile | ||
import time | ||
from random import randint | ||
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||
import datahub.metadata.schema_classes as models | ||
import pytest | ||
from datahub.emitter.mce_builder import ( | ||
make_dataset_urn, | ||
make_schema_field_urn, | ||
) | ||
from datahub.emitter.mcp import MetadataChangeProposalWrapper | ||
from datahub.ingestion.api.common import PipelineContext, RecordEnvelope | ||
from datahub.ingestion.api.sink import NoopWriteCallback | ||
from datahub.ingestion.graph.client import DatahubClientConfig, DataHubGraph | ||
from datahub.ingestion.sink.file import FileSink, FileSinkConfig | ||
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from tests.utils import ( | ||
delete_urns_from_file, | ||
get_gms_url, | ||
get_sleep_info, | ||
ingest_file_via_rest, | ||
wait_for_writes_to_sync, | ||
) | ||
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logger = logging.getLogger(__name__) | ||
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start_index = randint(10, 10000) | ||
dataset_urns = [ | ||
make_dataset_urn("snowflake", f"table_foo_{i}") | ||
for i in range(start_index, start_index + 10) | ||
] | ||
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class FileEmitter: | ||
def __init__(self, filename: str) -> None: | ||
self.sink: FileSink = FileSink( | ||
ctx=PipelineContext(run_id="create_test_data"), | ||
config=FileSinkConfig(filename=filename), | ||
) | ||
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def emit(self, event): | ||
self.sink.write_record_async( | ||
record_envelope=RecordEnvelope(record=event, metadata={}), | ||
write_callback=NoopWriteCallback(), | ||
) | ||
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def close(self): | ||
self.sink.close() | ||
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@pytest.fixture(scope="module") | ||
def chart_urn(): | ||
return "urn:li:chart:(looker,chart_foo)" | ||
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@pytest.fixture(scope="module") | ||
def upstream_schema_field_urn(): | ||
return make_schema_field_urn(make_dataset_urn("snowflake", "table_bar"), "field1") | ||
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def create_test_data(filename: str, chart_urn: str, upstream_schema_field_urn: str): | ||
documentation_mcp = MetadataChangeProposalWrapper( | ||
entityUrn=upstream_schema_field_urn, | ||
aspect=models.DocumentationClass( | ||
documentations=[ | ||
models.DocumentationAssociationClass( | ||
documentation="test documentation", | ||
attribution=models.MetadataAttributionClass( | ||
time=int(time.time() * 1000), | ||
actor="urn:li:corpuser:datahub", | ||
source="urn:li:dataHubAction:documentation_propagation", | ||
), | ||
) | ||
] | ||
), | ||
) | ||
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input_fields_mcp = MetadataChangeProposalWrapper( | ||
entityUrn=chart_urn, | ||
aspect=models.InputFieldsClass( | ||
fields=[ | ||
models.InputFieldClass( | ||
schemaFieldUrn=upstream_schema_field_urn, | ||
schemaField=models.SchemaFieldClass( | ||
fieldPath="field1", | ||
type=models.SchemaFieldDataTypeClass(models.StringTypeClass()), | ||
nativeDataType="STRING", | ||
), | ||
) | ||
] | ||
), | ||
) | ||
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file_emitter = FileEmitter(filename) | ||
for mcps in [documentation_mcp, input_fields_mcp]: | ||
file_emitter.emit(mcps) | ||
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file_emitter.close() | ||
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sleep_sec, sleep_times = get_sleep_info() | ||
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@pytest.fixture(scope="module", autouse=False) | ||
def ingest_cleanup_data(request, chart_urn, upstream_schema_field_urn): | ||
new_file, filename = tempfile.mkstemp(suffix=".json") | ||
try: | ||
create_test_data(filename, chart_urn, upstream_schema_field_urn) | ||
print("ingesting schema fields test data") | ||
ingest_file_via_rest(filename) | ||
yield | ||
print("removing schema fields test data") | ||
delete_urns_from_file(filename) | ||
wait_for_writes_to_sync() | ||
finally: | ||
os.remove(filename) | ||
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@pytest.mark.dependency() | ||
def test_healthchecks(wait_for_healthchecks): | ||
# Call to wait_for_healthchecks fixture will do the actual functionality. | ||
pass | ||
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def get_gql_query(filename: str) -> str: | ||
with open(filename) as fp: | ||
return fp.read() | ||
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def validate_schema_field_urn_for_chart( | ||
graph: DataHubGraph, chart_urn: str, upstream_schema_field_urn: str | ||
) -> None: | ||
# Validate listing | ||
result = graph.execute_graphql( | ||
get_gql_query("tests/schema_fields/queries/get_chart_field.gql"), | ||
{"urn": chart_urn}, | ||
) | ||
assert "chart" in result | ||
assert "inputFields" in result["chart"] | ||
assert len(result["chart"]["inputFields"]["fields"]) == 1 | ||
assert ( | ||
result["chart"]["inputFields"]["fields"][0]["schemaField"]["schemaFieldEntity"][ | ||
"urn" | ||
] | ||
== upstream_schema_field_urn | ||
) | ||
assert ( | ||
result["chart"]["inputFields"]["fields"][0]["schemaField"]["schemaFieldEntity"][ | ||
"fieldPath" | ||
] | ||
== "field1" | ||
) | ||
assert ( | ||
result["chart"]["inputFields"]["fields"][0]["schemaFieldUrn"] | ||
== upstream_schema_field_urn | ||
) | ||
assert ( | ||
result["chart"]["inputFields"]["fields"][0]["schemaField"]["schemaFieldEntity"][ | ||
"documentation" | ||
]["documentations"][0]["documentation"] | ||
== "test documentation" | ||
) | ||
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# @tenacity.retry( | ||
# stop=tenacity.stop_after_attempt(sleep_times), wait=tenacity.wait_fixed(sleep_sec) | ||
# ) | ||
@pytest.mark.dependency(depends=["test_healthchecks"]) | ||
def test_schema_field_gql_mapper_for_charts( | ||
ingest_cleanup_data, chart_urn, upstream_schema_field_urn | ||
): | ||
graph: DataHubGraph = DataHubGraph(config=DatahubClientConfig(server=get_gms_url())) | ||
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validate_schema_field_urn_for_chart(graph, chart_urn, upstream_schema_field_urn) |