Add Redshift connector to Recon#2339
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Codecov Report❌ Patch coverage is
Additional details and impacted files@@ Coverage Diff @@
## main #2339 +/- ##
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+ Coverage 66.10% 66.30% +0.19%
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Files 99 100 +1
Lines 9291 9358 +67
Branches 989 993 +4
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+ Hits 6142 6205 +63
- Misses 2970 2973 +3
- Partials 179 180 +1 ☔ View full report in Codecov by Sentry. 🚀 New features to boost your workflow:
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❌ 59/147 passed, 88 failed, 6 skipped, 1h19m6s total ❌ test_run_empty_result_pipeline: RuntimeError: Pipeline execution failed due to errors in steps: empty_result_step (1.074s)❌ test_run_pipeline_with_combined_ddl: RuntimeError: Pipeline execution failed due to errors in steps: inventory, usage (2.134s)❌ test_run_pipeline_with_ddl: RuntimeError: Pipeline execution failed due to errors in steps: inventory, usage (1.778s)❌ test_synapse_query_execution: sqlalchemy.exc.InterfaceError: (pyodbc.InterfaceError) ('28000', "[28000] [Microsoft][ODBC Driver 18 for SQL Server][SQL Server]Login failed for user 'REDSHIFT_DATABASE-CLOUD_ENV-TEST_CATALOG-admin'. (18456) (SQLDriverConnect)") (851ms)❌ test_connection_test: sqlalchemy.exc.InterfaceError: (pyodbc.InterfaceError) ('28000', "[28000] [Microsoft][ODBC Driver 18 for SQL Server][SQL Server]Login failed for user 'REDSHIFT_DATABASE-CLOUD_ENV-TEST_CATALOG-admin'. (18456) (SQLDriverConnect)") (908ms)❌ test_mssql_connector_execute_query: sqlalchemy.exc.InterfaceError: (pyodbc.InterfaceError) ('28000', "[28000] [Microsoft][ODBC Driver 18 for SQL Server][SQL Server]Login failed for user 'REDSHIFT_DATABASE-CLOUD_ENV-TEST_CATALOG-admin'. (18456) (SQLDriverConnect)") (808ms)❌ test_profiler_connection_synapse_success: assert '\u2713 Dedicated SQL pool connection successful' in '10:07 DEBUG [databricks.REDSHIFT_DATABASE.lakebridge.contexts.application] Added User-Agent extra cmd=test-profiler-connection\n10:07 DEBUG [databricks.REDSHIFT_DATABASE.lakebridge.contexts.application] Added User-Agent extra profiler_source_tech=synapse\n10:07 DEBUG [databricks.REDSHIFT_DATABASE.lakebridge] User: User(active=True, display_name=\'REDSHIFT_DATABASE-tool-identity\', emails=[ComplexValue(display=None, primary=True, ref=None, type=\'work\', value=\'3fe685a1-96cc-4fec-8cdb-6944f5c9787e\')], entitlements=[], external_id=\'92f40178-1ee9-4156-a6da-28a376a12109\', groups=[ComplexValue(display=\'users\', primary=None, ref=\'Groups/153383108335587\', type=\'direct\', value=\'153383108335587\'), ComplexValue(display=\'admins\', primary=None, ref=\'Groups/149832780896743\', type=\'indirect\', value=\'149832780896743\'), ComplexValue(display=\'REDSHIFT_DATABASE.scope.tool\', primary=None, ref=\'Groups/531996560706268\', type=\'direct\', value=\'531996560706268\'), ComplexValue(display=\'REDSHIFT_DATABASE.scope.admin\', primary=None, ref=\'Groups/847659649002239\', type=\'direct\', value=\'847659649002239\'), ComplexValue(display=\'REDSHIFT_DATABASE.scope.account-admin\', primary=None, ref=\'Groups/688239313962730\', type=\'direct\', value=\'688239313962730\')], id=\'1425339244351829\', name=Name(family_name=None, given_name=\'REDSHIFT_DATABASE-tool-identity\'), roles=[], schemas=[, ], user_name=\'3fe685a1-96cc-4fec-8cdb-6944f5c9787e\')\n10:07 INFO [databricks.REDSHIFT_DATABASE.lakebridge] Testing connection for source technology: synapse\n10:07 INFO [databricks.REDSHIFT_DATABASE.lakebridge.connections.synapse_connection_helpers] Testing connection to dedicated SQL pool...\n10:07 ERROR [databricks.REDSHIFT_DATABASE.lakebridge.connections.synapse_connection_helpers] \u2717 Failed to connect to dedicated SQL pool: (pyodbc.InterfaceError) (\'28000\', "[28000] [Microsoft][ODBC Driver 18 for SQL Server][SQL Server]Login failed for user \'REDSHIFT_DATABASE-CLOUD_ENV-TEST_CATALOG-admin\'. (18456) (SQLDriverConnect)")\n(Background on this error at: https://sqlalche.me/e/20/rvf5)\n10:07 ERROR [databricks.REDSHIFT_DATABASE.lakebridge] Failed to connect to the source system: Connection failed for SQL pools - dedicated: Failed to connect to dedicated SQL pool: (pyodbc.InterfaceError) (\'28000\', "[28000] [Microsoft][ODBC Driver 18 for SQL Server][SQL Server]Login failed for user \'REDSHIFT_DATABASE-CLOUD_ENV-TEST_CATALOG-admin\'. (18456) (SQLDriverConnect)")\n(Background on this error at: https://sqlalche.me/e/20/rvf5)\n10:07 CRITICAL [databricks.REDSHIFT_DATABASE.lakebridge] Connection validation failed. Exiting...\n' (1.984s)❌ test_synapse_connector_execute_query: sqlalchemy.exc.InterfaceError: (pyodbc.InterfaceError) ('28000', "[28000] [Microsoft][ODBC Driver 18 for SQL Server][SQL Server]Login failed for user 'REDSHIFT_DATABASE-CLOUD_ENV-TEST_CATALOG-admin'. (18456) (SQLDriverConnect)") (860ms)❌ test_synapse_connection_check: sqlalchemy.exc.InterfaceError: (pyodbc.InterfaceError) ('28000', "[28000] [Microsoft][ODBC Driver 18 for SQL Server][SQL Server]Login failed for user 'REDSHIFT_DATABASE-CLOUD_ENV-TEST_CATALOG-admin'. (18456) (SQLDriverConnect)") (794ms)❌ test_installs_and_runs_maven_morpheus: assert None is not None (46ms)❌ test_synapse_with_credential_format: sqlalchemy.exc.InterfaceError: (pyodbc.InterfaceError) ('28000', "[28000] [Microsoft][ODBC Driver 18 for SQL Server][SQL Server]Login failed for user 'REDSHIFT_DATABASE-CLOUD_ENV-TEST_CATALOG-admin'. (18456) (SQLDriverConnect)") (869ms)❌ test_installs_and_runs_pypi_bladebridge: assert None is not None (22ms)❌ test_run_pipeline: RuntimeError: Pipeline execution failed due to errors in steps: inventory, usage (30.908s)❌ test_snowflake_read_schema_happy: databricks.REDSHIFT_DATABASE.lakebridge.reconcile.exception.DataSourceRuntimeException: Runtime exception occurred while fetching schema using select column_name, case when numeric_precision is not null and numeric_scale is not null then concat(data_type, '(', numeric_precision, ',' , numeric_scale, ')') when lower(data_type) = 'text' then concat('varchar', '(', CHARACTER_MAXIMUM_LENGTH, ')') else data_type end as data_type from remorph.INFORMATION_SCHEMA.COLUMNS where lower(table_name)='diamonds' and table_schema = 'SANDBOX' order by ordinal_position : [RETRIES_EXCEEDED] The maximum number of retries has been exceeded. (1m22.279s)❌ test_recon_for_report_type_schema: pyspark.errors.exceptions.base.RetriesExceeded: [RETRIES_EXCEEDED] The maximum number of retries has been exceeded. (1m22.067s)❌ test_mock_data_source_no_catalog: pyspark.errors.exceptions.base.RetriesExceeded: [RETRIES_EXCEEDED] The maximum number of retries has been exceeded. (1m21.809s)❌ test_reconcile_data_without_mismatches_and_missing: pyspark.errors.exceptions.base.RetriesExceeded: [RETRIES_EXCEEDED] The maximum number of retries has been exceeded. (1m22.023s)❌ test_schema_recon_with_data_source_exception: pyspark.errors.exceptions.base.RetriesExceeded: [RETRIES_EXCEEDED] The maximum number of retries has been exceeded. (1m22.034s)❌ test_mock_data_source_happy: pyspark.errors.exceptions.base.RetriesExceeded: [RETRIES_EXCEEDED] The maximum number of retries has been exceeded. (1m22.43s)❌ test_data_recon_with_source_exception: pyspark.errors.exceptions.base.RetriesExceeded: [RETRIES_EXCEEDED] The maximum number of retries has been exceeded. (1m22.294s)❌ test_reconcile_data_with_threshold_and_row_report_type: pyspark.errors.exceptions.base.RetriesExceeded: [RETRIES_EXCEEDED] The maximum number of retries has been exceeded. (1m22.01s)❌ test_reconcile_data_with_mismatches_and_missing: pyspark.errors.exceptions.base.RetriesExceeded: [RETRIES_EXCEEDED] The maximum number of retries has been exceeded. (27.346s)❌ test_compare_data_for_report_all: pyspark.errors.exceptions.base.RetriesExceeded: [RETRIES_EXCEEDED] The maximum number of retries has been exceeded. (27.334s)❌ test_sql_server_read_schema_happy: databricks.REDSHIFT_DATABASE.lakebridge.reconcile.exception.DataSourceRuntimeException: Runtime exception occurred while fetching schema using SELECT COLUMN_NAME AS 'column_name', CASE WHEN DATA_TYPE IN ('int', 'bigint') THEN DATA_TYPE WHEN DATA_TYPE IN ('smallint', 'tinyint') THEN 'smallint' WHEN DATA_TYPE IN ('decimal' ,'numeric') THEN 'decimal(' + CAST(NUMERIC_PRECISION AS VARCHAR) + ',' + CAST(NUMERIC_SCALE AS VARCHAR) + ')' WHEN DATA_TYPE IN ('float', 'real') THEN 'double' WHEN CHARACTER_MAXIMUM_LENGTH IS NOT NULL AND DATA_TYPE IN ('varchar','char','text','nchar','nvarchar','ntext') THEN DATA_TYPE WHEN DATA_TYPE IN ('date','time','datetime', 'datetime2','smalldatetime','datetimeoffset') THEN DATA_TYPE WHEN DATA_TYPE IN ('bit') THEN 'boolean' WHEN DATA_TYPE IN ('binary','varbinary') THEN 'binary' ELSE DATA_TYPE END AS 'data_type' FROM INFORMATION_SCHEMA.COLUMNS WHERE LOWER(TABLE_NAME) = LOWER('reconcile_in') AND LOWER(TABLE_SCHEMA) = LOWER('dbo') AND LOWER(TABLE_CATALOG) = LOWER('REDSHIFT_DATABASE_CLOUD_ENV_TEST_CATALOG_remorph') : [RETRIES_EXCEEDED] The maximum number of retries has been exceeded. (27.565s)❌ test_reconcile_data_with_mismatch_and_no_missing: pyspark.errors.exceptions.base.RetriesExceeded: [RETRIES_EXCEEDED] The maximum number of retries has been exceeded. (27.409s)❌ test_build_query_for_snowflake_src_for_non_integer_primary_keys: pyspark.errors.exceptions.base.RetriesExceeded: [RETRIES_EXCEEDED] The maximum number of retries has been exceeded. (1m22.46s)❌ test_capture_mismatch_data_and_cols: pyspark.errors.exceptions.base.RetriesExceeded: [RETRIES_EXCEEDED] The maximum number of retries has been exceeded. (27.438s)❌ test_schema_recon_with_general_exception: pyspark.errors.exceptions.base.RetriesExceeded: [RETRIES_EXCEEDED] The maximum number of retries has been exceeded. (27.454s)❌ test_build_query_for_oracle_src: pyspark.errors.exceptions.base.RetriesExceeded: [RETRIES_EXCEEDED] The maximum number of retries has been exceeded. (1m22.116s)❌ test_recon_for_wrong_report_type: pyspark.errors.exceptions.base.RetriesExceeded: [RETRIES_EXCEEDED] The maximum number of retries has been exceeded. (27.365s)❌ test_build_query_for_snowflake_src: pyspark.errors.exceptions.base.RetriesExceeded: [RETRIES_EXCEEDED] The maximum number of retries has been exceeded. (27.52s)❌ test_reconcile_aggregate_data_mismatch_and_missing_records: pyspark.errors.exceptions.base.RetriesExceeded: [RETRIES_EXCEEDED] The maximum number of retries has been exceeded. (27.294s)❌ test_compare_data_for_report_hash: pyspark.errors.exceptions.base.RetriesExceeded: [RETRIES_EXCEEDED] The maximum number of retries has been exceeded. (27.359s)❌ test_reconcile_data_missing_and_no_mismatch: pyspark.errors.exceptions.base.RetriesExceeded: [RETRIES_EXCEEDED] The maximum number of retries has been exceeded. (27.42s)❌ test_aggregates_reconcile_store_aggregate_metrics: pyspark.errors.exceptions.base.RetriesExceeded: [RETRIES_EXCEEDED] The maximum number of retries has been exceeded. (27.384s)❌ test_capture_mismatch_data_and_cols_no_mismatch: pyspark.errors.exceptions.base.RetriesExceeded: [RETRIES_EXCEEDED] The maximum number of retries has been exceeded. (27.46s)❌ test_data_recon_with_general_exception: pyspark.errors.exceptions.base.RetriesExceeded: [RETRIES_EXCEEDED] The maximum number of retries has been exceeded. (27.376s)❌ test_build_query_for_databricks_src: pyspark.errors.exceptions.base.RetriesExceeded: [RETRIES_EXCEEDED] The maximum number of retries has been exceeded. (27.39s)❌ test_capture_mismatch_data_and_cols_fail: pyspark.errors.exceptions.base.RetriesExceeded: [RETRIES_EXCEEDED] The maximum number of retries has been exceeded. (27.525s)❌ test_capture_mismatch_data_and_cols_special_column_names: pyspark.errors.exceptions.base.RetriesExceeded: [RETRIES_EXCEEDED] The maximum number of retries has been exceeded. (27.345s)❌ test_recon_capture_start_snowflake_all: pyspark.errors.exceptions.base.RetriesExceeded: [RETRIES_EXCEEDED] The maximum number of retries has been exceeded. (27.359s)❌ test_databricks_read_schema_happy: pyspark.errors.exceptions.base.RetriesExceeded: [RETRIES_EXCEEDED] The maximum number of retries has been exceeded. (54.647s)❌ test_generate_final_reconcile_output_row: pyspark.errors.exceptions.base.RetriesExceeded: [RETRIES_EXCEEDED] The maximum number of retries has been exceeded. (27.389s)❌ test_recon_for_report_type_is_data: pyspark.errors.exceptions.base.RetriesExceeded: [RETRIES_EXCEEDED] The maximum number of retries has been exceeded. (27.335s)❌ test_reconcile_aggregate_data_missing_records: pyspark.errors.exceptions.base.RetriesExceeded: [RETRIES_EXCEEDED] The maximum number of retries has been exceeded. (27.39s)❌ test_test_recon_capture_start_databricks_row: pyspark.errors.exceptions.base.RetriesExceeded: [RETRIES_EXCEEDED] The maximum number of retries has been exceeded. (27.199s)❌ test_recon_capture_start_oracle_with_exception: pyspark.errors.exceptions.base.RetriesExceeded: [RETRIES_EXCEEDED] The maximum number of retries has been exceeded. (27.46s)❌ test_build_query_for_snowflake_without_transformations: pyspark.errors.exceptions.base.RetriesExceeded: [RETRIES_EXCEEDED] The maximum number of retries has been exceeded. (27.487s)❌ test_compare_data_special_column_names: pyspark.errors.exceptions.base.RetriesExceeded: [RETRIES_EXCEEDED] The maximum number of retries has been exceeded. (27.321s)❌ test_apply_threshold_for_mismatch_with_missing: pyspark.errors.exceptions.base.RetriesExceeded: [RETRIES_EXCEEDED] The maximum number of retries has been exceeded. (27.343s)❌ test_test_recon_capture_start_databricks_data: pyspark.errors.exceptions.base.RetriesExceeded: [RETRIES_EXCEEDED] The maximum number of retries has been exceeded. (27.36s)❌ test_generate_final_reconcile_output_data: pyspark.errors.exceptions.base.RetriesExceeded: [RETRIES_EXCEEDED] The maximum number of retries has been exceeded. (27.338s)❌ test_generate_final_reconcile_output_schema: pyspark.errors.exceptions.base.RetriesExceeded: [RETRIES_EXCEEDED] The maximum number of retries has been exceeded. (27.333s)❌ test_generate_final_reconcile_output_all: pyspark.errors.exceptions.base.RetriesExceeded: [RETRIES_EXCEEDED] The maximum number of retries has been exceeded. (27.473s)❌ test_recon_capture_start_oracle_schema: pyspark.errors.exceptions.base.RetriesExceeded: [RETRIES_EXCEEDED] The maximum number of retries has been exceeded. (27.378s)❌ test_recon_capture_start_with_exception: pyspark.errors.exceptions.base.RetriesExceeded: [RETRIES_EXCEEDED] The maximum number of retries has been exceeded. (27.565s)❌ test_generate_final_reconcile_output_exception: pyspark.errors.exceptions.base.RetriesExceeded: [RETRIES_EXCEEDED] The maximum number of retries has been exceeded. (27.326s)❌ test_apply_threshold_for_mismatch_with_true_absolute: pyspark.errors.exceptions.base.RetriesExceeded: [RETRIES_EXCEEDED] The maximum number of retries has been exceeded. (27.38s)❌ test_apply_threshold_for_mismatch_with_schema_fail: pyspark.errors.exceptions.base.RetriesExceeded: [RETRIES_EXCEEDED] The maximum number of retries has been exceeded. (27.434s)❌ test_apply_threshold_for_mismatch_with_wrong_absolute_bound: pyspark.errors.exceptions.base.RetriesExceeded: [RETRIES_EXCEEDED] The maximum number of retries has been exceeded. (27.391s)❌ test_apply_threshold_for_mismatch_with_true_percentage_bound: pyspark.errors.exceptions.base.RetriesExceeded: [RETRIES_EXCEEDED] The maximum number of retries has been exceeded. (27.395s)❌ test_apply_threshold_for_mismatch_with_invalid_bounds: pyspark.errors.exceptions.base.RetriesExceeded: [RETRIES_EXCEEDED] The maximum number of retries has been exceeded. (27.433s)❌ test_apply_threshold_for_only_threshold_mismatch_with_true_absolute: pyspark.errors.exceptions.base.RetriesExceeded: [RETRIES_EXCEEDED] The maximum number of retries has been exceeded. (27.355s)❌ test_random_sampler_count: pyspark.errors.exceptions.base.RetriesExceeded: [RETRIES_EXCEEDED] The maximum number of retries has been exceeded. (27.335s)❌ test_stratified_sampler_count: pyspark.errors.exceptions.base.RetriesExceeded: [RETRIES_EXCEEDED] The maximum number of retries has been exceeded. (27.303s)❌ test_transpiles_informatica_to_sparksql_non_interactive[False]: assert (None is not None) (19ms)❌ test_transpile_teradata_sql: assert (None is not None) (1ms)❌ test_transpile_teradata_sql_non_interactive[True]: assert (None is not None) (1ms)❌ test_transpile_teradata_sql_non_interactive[False]: assert (None is not None) (1ms)❌ test_gets_maven_artifact_version: assert None is not None (26ms)❌ test_downloads_from_maven: assert False (13ms)❌ test_gets_pypi_artifact_version: assert None is not None (12ms)❌ test_transpiles_all_dbt_project_files: ValueError: No such transpiler: Morpheus (379ms)❌ test_transpile_sql_file: ValueError: No such transpiler: Morpheus (376ms)❌ test_stratified_sampler_negative_count: pyspark.errors.exceptions.base.RetriesExceeded: [RETRIES_EXCEEDED] The maximum number of retries has been exceeded. (27.287s)❌ test_redshift_schema_compare: pyspark.errors.exceptions.base.RetriesExceeded: [RETRIES_EXCEEDED] The maximum number of retries has been exceeded. (27.463s)❌ test_transpiles_informatica_to_sparksql: assert (None is not None) (20ms)❌ test_random_sampler_negative_count: pyspark.errors.exceptions.base.RetriesExceeded: [RETRIES_EXCEEDED] The maximum number of retries has been exceeded. (27.38s)❌ test_transpiles_informatica_to_sparksql_non_interactive[True]: assert (None is not None) (14ms)❌ test_snowflake_schema_compare: pyspark.errors.exceptions.base.RetriesExceeded: [RETRIES_EXCEEDED] The maximum number of retries has been exceeded. (27.573s)❌ test_apply_threshold_for_mismatch_with_wrong_percentage_bound: pyspark.errors.exceptions.base.RetriesExceeded: [RETRIES_EXCEEDED] The maximum number of retries has been exceeded. (27.449s)❌ test_recon_redshift_job_succeeds: databricks.sdk.errors.sdk.OperationFailed: failed to reach TERMINATED or SKIPPED, got RunLifeCycleState.INTERNAL_ERROR: Task run_reconciliation failed with message: Library installation failed for library due to user error. Error messages: (7m34.975s)❌ test_schema_compare: pyspark.errors.exceptions.base.RetriesExceeded: [RETRIES_EXCEEDED] The maximum number of retries has been exceeded. (27.416s)❌ test_recon_snowflake_job_succeeds: databricks.sdk.errors.sdk.OperationFailed: failed to reach TERMINATED or SKIPPED, got RunLifeCycleState.INTERNAL_ERROR: Task run_reconciliation failed with message: Workload failed, see run output for details. (8m20.013s)❌ test_tsql_schema_compare: pyspark.errors.exceptions.base.RetriesExceeded: [RETRIES_EXCEEDED] The maximum number of retries has been exceeded. (27.423s)❌ test_recon_sql_server_job_succeeds: databricks.sdk.errors.sdk.OperationFailed: failed to reach TERMINATED or SKIPPED, got RunLifeCycleState.INTERNAL_ERROR: Task run_reconciliation failed with message: Workload failed, see run output for details. (10m1.068s)❌ test_oracle_schema_compare: pyspark.errors.exceptions.base.RetriesExceeded: [RETRIES_EXCEEDED] The maximum number of retries has been exceeded. (27.475s)❌ test_databricks_schema_compare: pyspark.errors.exceptions.base.RetriesExceeded: [RETRIES_EXCEEDED] The maximum number of retries has been exceeded. (27.47s)Running from acceptance #4136 |
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m-abulazm
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Mar 25, 2026
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Looks good. we need to run the integration tests to be sure
bishwajit-db
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SummaryThanks for adding Redshift support to Recon. ScopeThe change set is large relative to the PR title (“Add Redshift connector to Recon”): it includes many unrelated areas (e.g. profiler/Synapse, workflows, broader config/telemetry). For reviewability and release clarity, consider updating the title/description to reflect the full scope. Verify before merge
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Scope: The PR doesn't seem to affect any other part of the code apart from recon. Please elaborate.
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Thanks for the follow-up — a few clarifications on my earlier review. ScopeLooking at the current branch again, the changes are reconcile-scoped (Redshift connector, adapter wiring, hash/query bits, constants, docs, tests). My comment about the PR being much broader than the title does not apply to this revision; I may have been thinking of an older diff or I mixed it up. No action needed from you on that unless you still have unrelated commits that are not on this PR.
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Add Redshift connector to Recon