def test_big_query_new_types_native(self):
expected_checksum = test_utils.compute_hash(NEW_TYPES_OUTPUT_EXPECTED)
verify_query = NEW_TYPES_OUTPUT_VERIFY_QUERY % self.output_table
pipeline_verifiers = [
PipelineStateMatcher(),
BigqueryMatcher(
project=self.project,
query=verify_query,
checksum=expected_checksum,
timeout_secs=30,
)
]
self._setup_new_types_env()
extra_opts = {
'query':
NEW_TYPES_QUERY % (self.dataset_id, NEW_TYPES_INPUT_TABLE),
'output': self.output_table,
'output_schema': NEW_TYPES_OUTPUT_SCHEMA,
'use_standard_sql': False,
'native': True,
'use_json_exports': True,
'wait_until_finish_duration': WAIT_UNTIL_FINISH_DURATION_MS,
'on_success_matcher': all_of(*pipeline_verifiers),
'experiments': 'use_legacy_bq_sink',
}
options = self.test_pipeline.get_full_options_as_args(**extra_opts)
big_query_query_to_table_pipeline.run_bq_pipeline(options)
def test_big_query_standard_sql_kms_key_native(self):
if isinstance(self.test_pipeline.runner, TestDirectRunner):
self.skipTest("This test doesn't work on DirectRunner.")
verify_query = DIALECT_OUTPUT_VERIFY_QUERY % self.output_table
expected_checksum = test_utils.compute_hash(DIALECT_OUTPUT_EXPECTED)
pipeline_verifiers = [
PipelineStateMatcher(),
BigqueryMatcher(project=self.project,
query=verify_query,
checksum=expected_checksum)
]
kms_key = self.test_pipeline.get_option('kms_key_name')
self.assertTrue(kms_key)
extra_opts = {
'query': STANDARD_QUERY,
'output': self.output_table,
'output_schema': DIALECT_OUTPUT_SCHEMA,
'use_standard_sql': True,
'wait_until_finish_duration': WAIT_UNTIL_FINISH_DURATION_MS,
'on_success_matcher': all_of(*pipeline_verifiers),
'kms_key': kms_key,
'native': True,
'experiments': 'use_legacy_bq_sink',
}
options = self.test_pipeline.get_full_options_as_args(**extra_opts)
big_query_query_to_table_pipeline.run_bq_pipeline(options)
table = self.bigquery_client.get_table(self.project, self.dataset_id,
'output_table')
self.assertIsNotNone(table.encryptionConfiguration,
'No encryption configuration found: %s' % table)
self.assertEqual(kms_key, table.encryptionConfiguration.kmsKeyName)
def test_big_query_standard_sql(self):
verify_query = DIALECT_OUTPUT_VERIFY_QUERY % self.output_table
expected_checksum = test_utils.compute_hash(DIALECT_OUTPUT_EXPECTED)
pipeline_verifiers = [PipelineStateMatcher(), BigqueryMatcher(
project=self.project,
query=verify_query,
checksum=expected_checksum)]
extra_opts = {'query': STANDARD_QUERY,
'output': self.output_table,
'output_schema': DIALECT_OUTPUT_SCHEMA,
'use_standard_sql': True,
'on_success_matcher': all_of(*pipeline_verifiers)}
options = self.test_pipeline.get_full_options_as_args(**extra_opts)
big_query_query_to_table_pipeline.run_bq_pipeline(options)
def test_big_query_standard_sql(self):
verify_query = DIALECT_OUTPUT_VERIFY_QUERY % self.output_table
expected_checksum = test_utils.compute_hash(DIALECT_OUTPUT_EXPECTED)
pipeline_verifiers = [PipelineStateMatcher(), BigqueryMatcher(
project=self.project,
query=verify_query,
checksum=expected_checksum)]
extra_opts = {'query': STANDARD_QUERY,
'output': self.output_table,
'output_schema': DIALECT_OUTPUT_SCHEMA,
'use_standard_sql': True,
'on_success_matcher': all_of(*pipeline_verifiers)}
options = self.test_pipeline.get_full_options_as_args(**extra_opts)
big_query_query_to_table_pipeline.run_bq_pipeline(options)
def test_big_query_new_types(self):
expected_checksum = test_utils.compute_hash(NEW_TYPES_OUTPUT_EXPECTED)
verify_query = NEW_TYPES_OUTPUT_VERIFY_QUERY % self.output_table
pipeline_verifiers = [PipelineStateMatcher(), BigqueryMatcher(
project=self.project,
query=verify_query,
checksum=expected_checksum)]
self._setup_new_types_env()
extra_opts = {
'query': NEW_TYPES_QUERY % (self.dataset_id, NEW_TYPES_INPUT_TABLE),
'output': self.output_table,
'output_schema': NEW_TYPES_OUTPUT_SCHEMA,
'use_standard_sql': False,
'on_success_matcher': all_of(*pipeline_verifiers)}
options = self.test_pipeline.get_full_options_as_args(**extra_opts)
big_query_query_to_table_pipeline.run_bq_pipeline(options)
def test_big_query_new_types(self):
expected_checksum = test_utils.compute_hash(NEW_TYPES_OUTPUT_EXPECTED)
verify_query = NEW_TYPES_OUTPUT_VERIFY_QUERY % self.output_table
pipeline_verifiers = [PipelineStateMatcher(), BigqueryMatcher(
project=self.project,
query=verify_query,
checksum=expected_checksum)]
self._setup_new_types_env()
extra_opts = {
'query': NEW_TYPES_QUERY % (self.dataset_id, NEW_TYPES_INPUT_TABLE),
'output': self.output_table,
'output_schema': NEW_TYPES_OUTPUT_SCHEMA,
'use_standard_sql': False,
'on_success_matcher': all_of(*pipeline_verifiers)}
options = self.test_pipeline.get_full_options_as_args(**extra_opts)
big_query_query_to_table_pipeline.run_bq_pipeline(options)
def test_big_query_legacy_sql(self):
verify_query = DIALECT_OUTPUT_VERIFY_QUERY % self.output_table
expected_checksum = test_utils.compute_hash(DIALECT_OUTPUT_EXPECTED)
pipeline_verifiers = [PipelineStateMatcher(), BigqueryMatcher(
project=self.project,
query=verify_query,
checksum=expected_checksum)]
extra_opts = {'query': LEGACY_QUERY,
'output': self.output_table,
'output_schema': DIALECT_OUTPUT_SCHEMA,
'use_standard_sql': False,
'wait_until_finish_duration': WAIT_UNTIL_FINISH_DURATION_MS,
'on_success_matcher': all_of(*pipeline_verifiers)}
options = self.test_pipeline.get_full_options_as_args(**extra_opts)
big_query_query_to_table_pipeline.run_bq_pipeline(options)
def test_big_query_legacy_sql(self):
verify_query = DIALECT_OUTPUT_VERIFY_QUERY % self.output_table
expected_checksum = test_utils.compute_hash(DIALECT_OUTPUT_EXPECTED)
pipeline_verifiers = [PipelineStateMatcher(), BigqueryMatcher(
project=self.project,
query=verify_query,
checksum=expected_checksum)]
gs_location = 'gs://temp-storage-for-upload-tests/%s' % self.output_table
extra_opts = {'query': LEGACY_QUERY,
'output': self.output_table,
'bq_temp_location': gs_location,
'output_schema': DIALECT_OUTPUT_SCHEMA,
'use_standard_sql': False,
'on_success_matcher': all_of(*pipeline_verifiers)}
options = self.test_pipeline.get_full_options_as_args(**extra_opts)
big_query_query_to_table_pipeline.run_bq_pipeline(options)
def test_big_query_standard_sql_kms_key(self):
verify_query = DIALECT_OUTPUT_VERIFY_QUERY % self.output_table
expected_checksum = test_utils.compute_hash(DIALECT_OUTPUT_EXPECTED)
pipeline_verifiers = [PipelineStateMatcher(), BigqueryMatcher(
project=self.project,
query=verify_query,
checksum=expected_checksum)]
extra_opts = {'query': STANDARD_QUERY,
'output': self.output_table,
'output_schema': DIALECT_OUTPUT_SCHEMA,
'use_standard_sql': True,
'on_success_matcher': all_of(*pipeline_verifiers),
'kms_key': KMS_KEY
}
options = self.test_pipeline.get_full_options_as_args(**extra_opts)
big_query_query_to_table_pipeline.run_bq_pipeline(options)
table = self.bigquery_client.get_table(
self.project, self.dataset_id, 'output_table')
self.assertEqual(KMS_KEY, table.encryptionConfiguration.kmsKeyName)
def test_big_query_standard_sql_kms_key(self):
verify_query = DIALECT_OUTPUT_VERIFY_QUERY % self.output_table
expected_checksum = test_utils.compute_hash(DIALECT_OUTPUT_EXPECTED)
pipeline_verifiers = [PipelineStateMatcher(), BigqueryMatcher(
project=self.project,
query=verify_query,
checksum=expected_checksum)]
extra_opts = {'query': STANDARD_QUERY,
'output': self.output_table,
'output_schema': DIALECT_OUTPUT_SCHEMA,
'use_standard_sql': True,
'on_success_matcher': all_of(*pipeline_verifiers),
'kms_key': KMS_KEY
}
options = self.test_pipeline.get_full_options_as_args(**extra_opts)
big_query_query_to_table_pipeline.run_bq_pipeline(options)
table = self.bigquery_client.get_table(
self.project, self.dataset_id, 'output_table')
self.assertEqual(KMS_KEY, table.encryptionConfiguration.kmsKeyName)
def test_big_query_legacy_sql(self):
verify_query = DIALECT_OUTPUT_VERIFY_QUERY % self.output_table
expected_checksum = test_utils.compute_hash(DIALECT_OUTPUT_EXPECTED)
pipeline_verifiers = [
PipelineStateMatcher(),
BigqueryMatcher(project=self.project,
query=verify_query,
checksum=expected_checksum)
]
gs_location = 'gs://temp-storage-for-upload-tests/%s' % self.output_table
extra_opts = {
'query': LEGACY_QUERY,
'output': self.output_table,
'bq_temp_location': gs_location,
'output_schema': DIALECT_OUTPUT_SCHEMA,
'use_standard_sql': False,
'on_success_matcher': all_of(*pipeline_verifiers)
}
options = self.test_pipeline.get_full_options_as_args(**extra_opts)
big_query_query_to_table_pipeline.run_bq_pipeline(options)
