mirror of
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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 Apache License, Version 2.0 (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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# http://www.apache.org/licenses/LICENSE-2.0
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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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Oracle E2E tests
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"""
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from typing import List
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from metadata.ingestion.api.status import Status
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from .base.e2e_types import E2EType
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from .common.test_cli_db import CliCommonDB
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from .common_e2e_sqa_mixins import SQACommonMethods
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class OracleCliTest(CliCommonDB.TestSuite, SQACommonMethods):
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create_table_query: str = """
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CREATE TABLE admin.admin_emp (
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empno NUMBER(5) PRIMARY KEY,
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ename VARCHAR2(15) NOT NULL,
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ssn NUMBER(9),
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job VARCHAR2(10),
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mgr NUMBER(5),
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hiredate DATE DEFAULT (sysdate),
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photo BLOB,
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sal NUMBER(7,2),
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hrly_rate NUMBER(7,2) GENERATED ALWAYS AS (sal/2080),
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comm NUMBER(7,2),
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comments VARCHAR2(3277),
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status VARCHAR2(10))
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TABLESPACE USERS
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STORAGE ( INITIAL 50K)
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"""
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create_view_query: str = """
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CREATE OR REPLACE VIEW admin.admin_emp_view AS SELECT * FROM admin.admin_emp
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"""
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insert_data_queries: List[str] = [
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"""
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INSERT INTO admin.admin_emp (empno, ename, ssn, job, mgr, sal, comm, comments, status, photo) WITH names AS (
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SELECT 1, 'John Doe', 12356789, 'Manager', 121, 5200.0, 5000.0, 'Amazing', 'Active', EMPTY_BLOB() FROM dual UNION ALL
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SELECT 2, 'Jane Doe', 123467189, 'Clerk', 131, 503.0, 5000.0, 'Wow', 'Active', EMPTY_BLOB() FROM dual UNION ALL
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SELECT 3, 'Jon Doe', 123562789, 'Assistant', 141, 5000.0, 5000.0, 'Nice', 'Active', EMPTY_BLOB() FROM dual
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)
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SELECT * from names
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""",
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"""
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INSERT INTO admin.admin_emp (empno, ename, ssn, job, mgr, sal, comm, comments, status, photo) WITH names AS (
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SELECT 4, 'Jon Doe', 13456789, 'Manager', 151, 5050.0, 5000.0, 'Excellent', 'Active', UTL_RAW.CAST_TO_RAW('your_binary_data') FROM dual
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)
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SELECT * from names
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""",
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]
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drop_table_query: str = """
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DROP TABLE admin.admin_emp
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"""
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drop_view_query: str = """
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DROP VIEW admin.admin_emp_view
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"""
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def create_table_and_view(self) -> None:
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try:
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SQACommonMethods.create_table_and_view(self)
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except Exception:
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pass
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def delete_table_and_view(self) -> None:
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try:
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SQACommonMethods.delete_table_and_view(self)
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except Exception:
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pass
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@staticmethod
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def get_connector_name() -> str:
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return "oracle"
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@staticmethod
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def expected_tables() -> int:
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return 13
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def inserted_rows_count(self) -> int:
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# For the admin_emp table
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return 4
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def view_column_lineage_count(self) -> int:
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"""view was created from `CREATE VIEW xyz AS (SELECT * FROM abc)`
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which does not propagate column lineage
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"""
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return 12
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@staticmethod
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def fqn_created_table() -> str:
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return "e2e_oracle.default.admin.ADMIN_EMP"
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@staticmethod
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def _fqn_deleted_table() -> str:
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return "e2e_oracle.default.admin.ADMIN_EMP"
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@staticmethod
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def get_includes_schemas() -> List[str]:
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return ["admin"]
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@staticmethod
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def get_includes_tables() -> List[str]:
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return ["ADMIN_EMP"]
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@staticmethod
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def get_excludes_tables() -> List[str]:
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return ["customers"]
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@staticmethod
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def expected_filtered_schema_includes() -> int:
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return 1
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@staticmethod
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def expected_filtered_schema_excludes() -> int:
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return 1
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@staticmethod
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def expected_filtered_table_includes() -> int:
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return 43
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@staticmethod
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def expected_filtered_table_excludes() -> int:
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return 30
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@staticmethod
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def expected_filtered_mix() -> int:
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return 43
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def test_create_table_with_profiler(self) -> None:
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# delete table in case it exists
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self.delete_table_and_view()
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# create a table and a view
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self.create_table_and_view()
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# build config file for ingest
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self.build_config_file(
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E2EType.INGEST_DB_FILTER_SCHEMA,
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{"includes": self.get_includes_schemas()},
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)
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# run ingest with new tables
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self.run_command()
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# build config file for profiler
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self.build_config_file(
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E2EType.PROFILER,
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# Otherwise the sampling here does not pick up rows
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extra_args={"profileSample": 1, "includes": self.get_includes_schemas()},
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)
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# run profiler with new tables
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result = self.run_command("profile")
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sink_status, source_status = self.retrieve_statuses(result)
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self.assert_for_table_with_profiler(source_status, sink_status)
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def test_delete_table_is_marked_as_deleted(self) -> None:
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"""3. delete the new table + deploy marking tables as deleted
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We will perform the following steps:
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1. delete table created in previous test
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2. build config file for ingest
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3. run ingest `self.run_command()` defaults to `ingestion`
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"""
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self.delete_table_and_view()
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self.build_config_file(
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E2EType.INGEST_DB_FILTER_SCHEMA,
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{"includes": self.get_includes_schemas()},
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)
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result = self.run_command()
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sink_status, source_status = self.retrieve_statuses(result)
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self.assert_for_delete_table_is_marked_as_deleted(source_status, sink_status)
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def test_schema_filter_includes(self) -> None:
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self.build_config_file(
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E2EType.INGEST_DB_FILTER_MIX,
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{
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"schema": {"includes": self.get_includes_schemas()},
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"table": {
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"includes": self.get_includes_tables(),
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},
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},
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)
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result = self.run_command()
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sink_status, source_status = self.retrieve_statuses(result)
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self.assert_filtered_tables_includes(source_status, sink_status)
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def test_schema_filter_excludes(self) -> None:
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pass
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def test_table_filter_includes(self) -> None:
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"""6. Vanilla ingestion + include table filter pattern
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We will perform the following steps:
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1. build config file for ingest with filters
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2. run ingest `self.run_command()` defaults to `ingestion`
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"""
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self.build_config_file(
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E2EType.INGEST_DB_FILTER_MIX,
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{
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"schema": {"includes": self.get_includes_schemas()},
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"table": {"includes": self.get_includes_tables()},
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},
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)
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result = self.run_command()
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sink_status, source_status = self.retrieve_statuses(result)
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self.assert_filtered_tables_includes(source_status, sink_status)
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def test_vanilla_ingestion(self) -> None:
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"""6. Vanilla ingestion
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We will perform the following steps:
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1. build config file for ingest with filters
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2. run ingest `self.run_command()` defaults to `ingestion`
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"""
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self.build_config_file(
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E2EType.INGEST_DB_FILTER_SCHEMA,
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{"includes": self.get_includes_schemas()},
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)
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# run ingest with new tables
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result = self.run_command()
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sink_status, source_status = self.retrieve_statuses(result)
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self.assert_for_vanilla_ingestion(source_status, sink_status)
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def test_table_filter_excludes(self) -> None:
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"""7. Vanilla ingestion + exclude table filter pattern
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We will perform the following steps:
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1. build config file for ingest with filters
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2. run ingest `self.run_command()` defaults to `ingestion`
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"""
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self.build_config_file(
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E2EType.INGEST_DB_FILTER_MIX,
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{
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"schema": {"includes": self.get_includes_schemas()},
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"table": {"excludes": self.get_excludes_tables()},
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},
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)
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result = self.run_command()
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sink_status, source_status = self.retrieve_statuses(result)
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self.assert_filtered_tables_excludes(source_status, sink_status)
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def assert_for_vanilla_ingestion(
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self, source_status: Status, sink_status: Status
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) -> 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), 29)
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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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