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Capture transaction based records for the log based replication
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,236 @@ | ||
| import tap_tester.connections as connections | ||
| import tap_tester.menagerie as menagerie | ||
| import tap_tester.runner as runner | ||
| import os | ||
| import datetime | ||
| import unittest | ||
| import datetime | ||
| import pymongo | ||
| import string | ||
| import random | ||
| import time | ||
| import re | ||
| import pprint | ||
| import pdb | ||
| import bson | ||
| from bson import ObjectId | ||
| import singer | ||
| from functools import reduce | ||
| from singer import utils, metadata | ||
| from mongodb_common import drop_all_collections, get_test_connection | ||
| import decimal | ||
|
|
||
|
|
||
| RECORD_COUNT = {} | ||
|
|
||
| # def get_test_connection(): | ||
| # username = os.getenv('TAP_MONGODB_USER') | ||
| # password = os.getenv('TAP_MONGODB_PASSWORD') | ||
| # host= os.getenv('TAP_MONGODB_HOST') | ||
| # auth_source = os.getenv('TAP_MONGODB_DBNAME') | ||
| # port = os.getenv('TAP_MONGODB_PORT') | ||
| # ssl = False | ||
| # conn = pymongo.MongoClient(host=host, username=username, password=password, port=port, authSource=auth_source, ssl=ssl) | ||
| # return conn | ||
|
|
||
| def random_string_generator(size=6, chars=string.ascii_uppercase + string.digits): | ||
| return ''.join(random.choice(chars) for x in range(size)) | ||
|
|
||
| def generate_simple_coll_docs(num_docs): | ||
| docs = [] | ||
| for int_value in range(num_docs): | ||
| docs.append({"int_field": int_value, "string_field": random_string_generator()}) | ||
| return docs | ||
|
|
||
| class MongoDBOplog(unittest.TestCase): | ||
| table_name = 'collection_with_transaction_1' | ||
| def setUp(self): | ||
|
|
||
| if not all([x for x in [os.getenv('TAP_MONGODB_HOST'), | ||
| os.getenv('TAP_MONGODB_USER'), | ||
| os.getenv('TAP_MONGODB_PASSWORD'), | ||
| os.getenv('TAP_MONGODB_PORT'), | ||
| os.getenv('TAP_MONGODB_DBNAME')]]): | ||
| #pylint: disable=line-too-long | ||
| raise Exception("set TAP_MONGODB_HOST, TAP_MONGODB_USER, TAP_MONGODB_PASSWORD, TAP_MONGODB_PORT, TAP_MONGODB_DBNAME") | ||
|
|
||
| with get_test_connection() as client: | ||
| ############# Drop all dbs/collections ############# | ||
| drop_all_collections(client) | ||
|
|
||
| ############# Add simple collections ############# | ||
| client["simple_db"][self.table_name].insert_many(generate_simple_coll_docs(50)) | ||
|
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||
|
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|
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| def expected_check_streams(self): | ||
| return { | ||
| 'simple_db-collection_with_transaction_1', | ||
| } | ||
|
|
||
| def expected_pks(self): | ||
| return { | ||
| self.table_name: {'_id'} | ||
| } | ||
|
|
||
| def expected_row_counts(self): | ||
| return { | ||
| self.table_name: 50 | ||
| } | ||
|
|
||
| def expected_sync_streams(self): | ||
| return { | ||
| self.table_name | ||
| } | ||
|
|
||
| def name(self): | ||
| return "tap_tester_mongodb_oplog_with_transaction" | ||
|
|
||
| def tap_name(self): | ||
| return "tap-mongodb" | ||
|
|
||
| def get_type(self): | ||
| return "platform.mongodb" | ||
|
|
||
| def get_credentials(self): | ||
| return {'password': os.getenv('TAP_MONGODB_PASSWORD')} | ||
|
|
||
| def get_properties(self): | ||
| return {'host' : os.getenv('TAP_MONGODB_HOST'), | ||
| 'port' : os.getenv('TAP_MONGODB_PORT'), | ||
| 'user' : os.getenv('TAP_MONGODB_USER'), | ||
| 'database' : os.getenv('TAP_MONGODB_DBNAME') | ||
| } | ||
|
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||
|
|
||
| def test_run(self): | ||
|
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| conn_id = connections.ensure_connection(self) | ||
|
|
||
| # ------------------------------- | ||
| # ----------- Discovery ---------- | ||
| # ------------------------------- | ||
|
|
||
| # run in discovery mode | ||
| check_job_name = runner.run_check_mode(self, conn_id) | ||
|
|
||
| # verify check exit codes | ||
| exit_status = menagerie.get_exit_status(conn_id, check_job_name) | ||
| menagerie.verify_check_exit_status(self, exit_status, check_job_name) | ||
|
|
||
| # verify the tap discovered the right streams | ||
| found_catalogs = menagerie.get_catalogs(conn_id) | ||
|
|
||
| # assert we find the correct streams | ||
| self.assertEqual(self.expected_check_streams(), | ||
| {c['tap_stream_id'] for c in found_catalogs}) | ||
|
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|
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|
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| for tap_stream_id in self.expected_check_streams(): | ||
| found_stream = [c for c in found_catalogs if c['tap_stream_id'] == tap_stream_id][0] | ||
|
|
||
| # assert that the pks are correct | ||
| self.assertEqual(self.expected_pks()[found_stream['stream_name']], | ||
| set(found_stream.get('metadata', {}).get('table-key-properties'))) | ||
|
|
||
| # assert that the row counts are correct | ||
| self.assertEqual(self.expected_row_counts()[found_stream['stream_name']], | ||
| found_stream.get('metadata', {}).get('row-count')) | ||
|
|
||
| # ----------------------------------- | ||
| # ----------- Initial Full Table --------- | ||
| # ----------------------------------- | ||
| # Select simple_coll_1 and simple_coll_2 streams and add replication method metadata | ||
| for stream_catalog in found_catalogs: | ||
| annotated_schema = menagerie.get_annotated_schema(conn_id, stream_catalog['stream_id']) | ||
| additional_md = [{ "breadcrumb" : [], "metadata" : {'replication-method' : 'LOG_BASED'}}] | ||
| selected_metadata = connections.select_catalog_and_fields_via_metadata(conn_id, | ||
| stream_catalog, | ||
| annotated_schema, | ||
| additional_md) | ||
|
|
||
| # Run sync | ||
| sync_job_name = runner.run_sync_mode(self, conn_id) | ||
|
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||
| exit_status = menagerie.get_exit_status(conn_id, sync_job_name) | ||
| menagerie.verify_sync_exit_status(self, exit_status, sync_job_name) | ||
|
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||
|
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||
| # verify the persisted schema was correct | ||
| records_by_stream = runner.get_records_from_target_output() | ||
|
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||
| # assert that each of the streams that we synced are the ones that we expect to see | ||
| record_count_by_stream = runner.examine_target_output_file(self, | ||
| conn_id, | ||
| self.expected_sync_streams(), | ||
| self.expected_pks()) | ||
|
|
||
| # Verify that the full table was syncd | ||
| for tap_stream_id in self.expected_sync_streams(): | ||
| self.assertGreaterEqual(record_count_by_stream[tap_stream_id],self.expected_row_counts()[tap_stream_id]) | ||
|
|
||
| # Verify that we have 'initial_full_table_complete' bookmark | ||
| state = menagerie.get_state(conn_id) | ||
| first_versions = {} | ||
|
|
||
| for tap_stream_id in self.expected_check_streams(): | ||
| # assert that the state has an initial_full_table_complete == True | ||
| self.assertTrue(state['bookmarks'][tap_stream_id]['initial_full_table_complete']) | ||
| # assert that there is a version bookmark in state | ||
| first_versions[tap_stream_id] = state['bookmarks'][tap_stream_id]['version'] | ||
| self.assertIsNotNone(first_versions[tap_stream_id]) | ||
| # Verify that we have a oplog_ts_time and oplog_ts_inc bookmark | ||
| self.assertIsNotNone(state['bookmarks'][tap_stream_id]['oplog_ts_time']) | ||
| self.assertIsNotNone(state['bookmarks'][tap_stream_id]['oplog_ts_inc']) | ||
|
|
||
| # Create records for oplog sync | ||
| with get_test_connection() as client: | ||
| db = client['simple_db'][self.table_name] | ||
| with client.start_session() as session: | ||
| with session.start_transaction(): | ||
| db.insert_many([{"int_field": x, "string_field": str(x)} for x in range(51, 61)], session=session) | ||
|
|
||
| # Insert 10 docs in one transaction, update 5 of them | ||
| with client.start_session() as session: | ||
| with session.start_transaction(): | ||
| db.insert_many([{"int_field": x, "string_field": str(x)} for x in range(61, 71)], session=session) | ||
| for x in range(61, 66): | ||
| db.update_one({"string_field": str(x)}, {"$inc": {"int_field": 1}}, session=session) | ||
|
|
||
| # Update 5 docs in one transaction from the the first transaction | ||
| with client.start_session() as session: | ||
| with session.start_transaction(): | ||
| for x in range(51, 56): | ||
| db.update_one({"string_field": str(x)}, {"$inc": {"int_field": 1}}, session=session) | ||
|
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||
|
|
||
| # ----------------------------------- | ||
| # ----------- Subsequent Oplog Sync --------- | ||
| # ----------------------------------- | ||
|
|
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| # Run sync | ||
|
|
||
| sync_job_name = runner.run_sync_mode(self, conn_id) | ||
|
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| exit_status = menagerie.get_exit_status(conn_id, sync_job_name) | ||
| menagerie.verify_sync_exit_status(self, exit_status, sync_job_name) | ||
|
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||
|
|
||
| # verify the persisted schema was correct | ||
| messages_by_stream = runner.get_records_from_target_output() | ||
| records_by_stream = {} | ||
| for stream_name in self.expected_sync_streams(): | ||
| records_by_stream[stream_name] = [x for x in messages_by_stream[stream_name]['messages'] if x.get('action') == 'upsert'] | ||
|
|
||
|
|
||
| # assert that each of the streams that we synced are the ones that we expect to see | ||
| record_count_by_stream = runner.examine_target_output_file(self, | ||
| conn_id, | ||
| self.expected_sync_streams(), | ||
| self.expected_pks()) | ||
|
|
||
| # Verify that we got at least 6 records due to changes | ||
| # (could be more due to overlap in gte oplog clause) | ||
| self.assertEqual(30, | ||
| record_count_by_stream[self.table_name]) |