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272 lines
9.0 KiB
Python
272 lines
9.0 KiB
Python
# Copyright 2022 Collate
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# Licensed under the Collate Community License, Version 1.0 (the "License");
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# you may not use this file except in compliance with the License.
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# You may obtain a copy of the License at
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# https://github.com/open-metadata/OpenMetadata/blob/main/ingestion/LICENSE
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# Unless required by applicable law or agreed to in writing, software
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# distributed under the License is distributed on an "AS IS" BASIS,
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# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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# See the License for the specific language governing permissions and
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# limitations under the License.
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"""
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Redshift E2E tests
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"""
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from typing import List, Tuple # noqa: UP035
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import pytest
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from sqlalchemy import text
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from metadata.generated.schema.entity.data.table import DmlOperationType, SystemProfile
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from metadata.generated.schema.type.basic import Timestamp
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from metadata.ingestion.api.status import Status
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from .common.test_cli_db import CliCommonDB # noqa: TID252
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from .common_e2e_sqa_mixins import SQACommonMethods # noqa: TID252
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class RedshiftCliTest(CliCommonDB.TestSuite, SQACommonMethods):
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create_table_query: str = """
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CREATE TABLE IF NOT EXISTS e2e_cli_tests.dbt_jaffle.persons (
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person_id int,
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full_name varchar(255),
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birthdate date,
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bigint_col bigint
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)
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"""
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create_view_query: str = """
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CREATE OR REPLACE VIEW e2e_cli_tests.dbt_jaffle.view_persons AS
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SELECT *
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FROM e2e_cli_tests.dbt_jaffle.persons;
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"""
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insert_data_queries: List[str] = [ # noqa: RUF012, UP006
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"""
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INSERT INTO e2e_cli_tests.dbt_jaffle.persons (person_id, full_name, birthdate, bigint_col) VALUES
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(1,'Peter Parker', '2004-08-10', 9223372036854775807),
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(2,'Bruce Banner', '1988-12-18', 9223372036854775807),
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(3,'Steve Rogers', '1988-07-04', 9223372036854775807),
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(4,'Natasha Romanoff', '1997-12-03', 9223372036854775807),
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(5,'Wanda Maximoff', '1998-02-10', 9223372036854775807),
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(6,'Diana Prince', '1976-03-17', 9000000000000000007);
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"""
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]
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drop_table_query: str = """
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DROP TABLE IF EXISTS "e2e_cli_tests"."dbt_jaffle"."persons";
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"""
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drop_view_query: str = """
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DROP VIEW IF EXISTS "e2e_cli_tests"."dbt_jaffle"."view_persons";
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"""
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def setUp(self) -> None:
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self.create_table_and_view()
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def tearDown(self) -> None:
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self.delete_table_and_view()
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def assert_for_vanilla_ingestion(self, source_status: Status, sink_status: Status) -> None:
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self.assertEqual(len(source_status.failures), 0)
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self.assertEqual(len(source_status.warnings), 0)
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self.assertEqual(len(source_status.filtered), 1)
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self.assertGreaterEqual(
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(len(source_status.records) + len(source_status.updated_records)),
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self.expected_tables(),
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)
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self.assertEqual(len(sink_status.failures), 0)
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self.assertEqual(len(sink_status.warnings), 0)
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self.assertGreater(
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(len(sink_status.records) + len(sink_status.updated_records)),
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self.expected_tables(),
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)
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def create_table_and_view(self) -> None:
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SQACommonMethods.create_table_and_view(self)
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def delete_table_and_view(self) -> None:
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from sqlalchemy.exc import OperationalError
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max_retries = 3
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for attempt in range(max_retries):
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try:
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self.engine.dispose()
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with self.engine.begin() as connection:
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connection.execute(text(self.drop_view_query))
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connection.execute(text(self.drop_table_query))
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break
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except OperationalError as e:
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if "server closed the connection" in str(e) and attempt < max_retries - 1:
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continue
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raise
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def delete_table_rows(self) -> None:
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SQACommonMethods.run_delete_queries(self)
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def update_table_row(self) -> None:
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SQACommonMethods.run_update_queries(self)
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@staticmethod
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def get_connector_name() -> str:
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return "redshift"
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@staticmethod
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def expected_tables() -> int:
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return 5
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def expected_sample_size(self) -> int:
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return 50
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def view_column_lineage_count(self) -> int:
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"""
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Gives us the lineage for the view_listing
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"""
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return 9
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def expected_lineage_node(self) -> str:
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return "e2e_redshift.e2e_cli_tests.dbt_jaffle.view_listing"
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@staticmethod
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def fqn_created_table() -> str:
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return "e2e_redshift.e2e_cli_tests.dbt_jaffle.listing"
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@staticmethod
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def _fqn_deleted_table() -> str:
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return "e2e_redshift.e2e_cli_tests.dbt_jaffle.persons"
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@staticmethod
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def get_profiler_time_partition() -> dict:
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return {
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"fullyQualifiedName": "e2e_redshift.e2e_cli_tests.dbt_jaffle.listing",
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"partitionConfig": {
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"enablePartitioning": True,
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"partitionColumnName": "date",
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"partitionIntervalType": "TIME-UNIT",
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"partitionInterval": 5,
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"partitionIntervalUnit": "YEAR",
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},
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}
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@staticmethod
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def get_includes_schemas() -> List[str]: # noqa: UP006
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return ["dbt_jaffle"]
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@classmethod
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def get_excludes_schemas(cls) -> List[str]: # noqa: UP006
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return ["dbt_jaffle", "information_schema"]
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@staticmethod
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def get_includes_tables() -> List[str]: # noqa: UP006
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return ["customer", "listing"]
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@staticmethod
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def get_excludes_tables() -> List[str]: # noqa: UP006
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return ["foo"]
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@staticmethod
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def expected_filtered_schema_includes() -> int:
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return 3
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@staticmethod
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def expected_filtered_schema_excludes() -> int:
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return 2
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@staticmethod
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def expected_filtered_table_includes() -> int:
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return 6
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@staticmethod
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def expected_filtered_table_excludes() -> int:
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return 3
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@staticmethod
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def expected_filtered_mix() -> int:
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return 8
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@staticmethod
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def get_profiler_time_partition_results() -> dict:
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return {
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"table_profile": {
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"columnCount": 9.0,
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"rowCount": 101.0,
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},
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"column_profile": [
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{
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"totalprice": {
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"distinctCount": 21.0,
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"distinctProportion": 1.0,
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"duplicateCount": None,
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"firstQuartile": -430.13,
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"histogram": {
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"boundaries": [
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"-999.630 to -669.291",
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"-669.291 to -338.952",
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"-338.952 to -8.613",
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"-8.613 to 321.726",
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"321.726 to 652.065",
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"652.065 and up",
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],
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"frequencies": [3, 6, 6, 1, 1, 4],
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},
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"interQuartileRange": 455.69,
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"max": 856.41,
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"maxLength": None,
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"mean": -137.0,
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"median": -275.85,
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"min": -999.63,
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"minLength": None,
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"missingCount": None,
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"missingPercentage": None,
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"nonParametricSkew": 0.26190566403449345,
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"nullCount": 0.0,
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"nullProportion": 0.0,
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"stddev": 530.152719345975,
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"sum": -2882.0,
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"thirdQuartile": 25.56,
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"uniqueCount": 21.0,
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"uniqueProportion": 1.0,
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"validCount": None,
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"valuesCount": 21.0,
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"valuesPercentage": None,
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"variance": None,
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}
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}
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],
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}
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@staticmethod
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def delete_queries() -> List[str]: # noqa: UP006
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return [
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"""
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DELETE FROM e2e_cli_tests.dbt_jaffle.persons WHERE person_id IN (1,2)
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""",
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]
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@staticmethod
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def update_queries() -> List[str]: # noqa: UP006
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return [
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"""
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UPDATE e2e_cli_tests.dbt_jaffle.persons SET full_name = 'Bruce Wayne' WHERE person_id = 3
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""",
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]
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@pytest.mark.skip(reason="Skipped due to Redshift instance issue")
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def test_profiler_with_time_partition(self) -> None:
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pass
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def get_system_profile_cases(self) -> List[Tuple[str, List[SystemProfile]]]: # noqa: UP006
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return [
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(
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"e2e_redshift.e2e_cli_tests.dbt_jaffle.persons",
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[
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SystemProfile(
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timestamp=Timestamp(root=0),
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operation=DmlOperationType.INSERT,
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rowsAffected=6,
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)
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],
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)
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]
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