🐛 normalization for bigquery: allow datasetId and table to start with number #9341

midavadim · 2022-01-06T16:17:31Z

What

If dataset_if started with a number like '1id' then normalization transformed it to '_1id'

REAL Example:

select
id,
name,
type,
enabled,
updatedAt,
insertedAt,
personaTagIds,
contactListIds,
_airbyte_emitted_at,
_airbyte_workflows_hashid
from __dbt__CTE__workflows_ab3
-- workflows from dataline-integration-testing._111testing_raw._airbyte_raw_workflows

How

Removed conditions in
airbyte-integrations/bases/base-normalization/normalization/transform_catalog/destination_name_transformer.py

Manually tested that Bigquery allows the creation of dataset which starts with a number,
Table name also can start with a number

🚨 User Impact 🚨

No

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This change is

CLAassistant · 2022-01-06T16:17:36Z

All committers have signed the CLA.

midavadim · 2022-01-06T16:19:40Z

/test connector=bases/base-normalization

🕑 bases/base-normalization https://github.com/airbytehq/airbyte/actions/runs/1663843102
❌ bases/base-normalization https://github.com/airbytehq/airbyte/actions/runs/1663843102
🐛

midavadim · 2022-01-11T11:59:40Z

/test connector=bases/base-normalization

🕑 bases/base-normalization https://github.com/airbytehq/airbyte/actions/runs/1682332167
❌ bases/base-normalization https://github.com/airbytehq/airbyte/actions/runs/1682332167
🐛

bazarnov

Some other normalisation tests are not passing. Is it related to this particular change you're making?
https://github.com/airbytehq/airbyte/runs/4774907109?check_suite_focus=true#step:10:20913

airbyte-integrations/bases/base-normalization/unit_tests/test_destination_name_transformer.py

…ination-bigquery-normalization

midavadim · 2022-01-18T07:23:45Z

/test connector=bases/base-normalization

🕑 bases/base-normalization https://github.com/airbytehq/airbyte/actions/runs/1711507998
❌ bases/base-normalization https://github.com/airbytehq/airbyte/actions/runs/1711507998
🐛

midavadim · 2022-01-18T08:41:08Z

/test connector=bases/base-normalization

🕑 bases/base-normalization https://github.com/airbytehq/airbyte/actions/runs/1711774383
❌ bases/base-normalization https://github.com/airbytehq/airbyte/actions/runs/1711774383
🐛

midavadim · 2022-01-18T17:07:20Z

current update is related to bigquery only
There is 1 failing test related to redshift test_nested_streams, it happens on the mater branch as well:

E AssertionError: docker run --rm --init -v /actions-runner/_work/airbyte/airbyte/airbyte-integrations/bases/base-normalization/integration_tests/normalization_test_output/redshift/test_nested_streams:/workspace -v /actions-runner/_work/airbyte/airbyte/airbyte-integrations/bases/base-normalization/integration_tests/normalization_test_output/redshift/test_nested_streams/build:/build -v /actions-runner/_work/airbyte/airbyte/airbyte-integrations/bases/base-normalization/integration_tests/normalization_test_output/redshift/test_nested_streams/logs:/logs -v /tmp:/tmp --network host --entrypoint /usr/local/bin/dbt -i airbyte/normalization:dev run --profiles-dir=/workspace --project-dir=/workspace --full-refresh
E terminated with return code 1 with 1 'Error/Warning/Fail' mention(s).
E assert 1 == 0
E +1
E -0

/actions-runner/_work/airbyte/airbyte/airbyte-integrations/bases/base-normalization/integration_tests/dbt_integration_test.py:465: AssertionError

all local tests for bigquery are passed:
NORMALIZATION_TEST_TARGET=bigquery ./gradlew :airbyte-integrations:bases:base-normalization:integrationTest

midavadim · 2022-01-18T17:32:16Z

Some other normalisation tests are not passing. Is it related to this particular change you're making? https://github.com/airbytehq/airbyte/runs/4774907109?check_suite_focus=true#step:10:20913

replied above

antixar

this is minor changes but tests were failed. I see their failures are related with another reason but we need approval of Airbyte team for publishing of your changes without tests.

ChristopheDuong · 2022-01-21T13:30:27Z

The official docs from Google BigQuery says:

Unquoted identifiers must begin with a letter or an underscore character. Subsequent characters can be letters, numbers, or underscores
These are invalid identifiers:
5Customers

https://cloud.google.com/bigquery/docs/reference/standard-sql/lexical

That's why it was implemented to insert an extra underscore

Why do we need to diverge from official recommendations? or do we need to adapt the logic for dataset and not table/column names?

ChristopheDuong · 2022-01-21T13:51:27Z

Some other normalization tests are not passing. Is it related to this particular change you're making?

The normalization tests for redshift are failing indeed.
I understand it is not related to this PR that is touching only BigQuery, but all tests should pass in order to merge...

Can we look into why redshift is failing too?

Was there any changes related to json/super types in redshift?

Completed with 1 error and 0 warnings: Database Error in model simple_stream_with_namespace_resulting_into_long_names (models/generated/airbyte_incremental/test_normalization_namespace/simple_stream_with_namespace_resulting_into_long_names.sql) function json_extract_path_text(super, "unknown", boolean) does not exist HINT: No function matches the given name and argument types. You may need to add explicit type casts. compiled SQL at ../build/run/airbyte_utils/models/generated/airbyte_incremental/test_normalization_namespace/simple_stream_with_namespace_resulting_into_long_names.sql

…ination-bigquery-normalization

midavadim · 2022-02-02T19:50:56Z

/test connector=bases/base-normalization

🕑 bases/base-normalization https://github.com/airbytehq/airbyte/actions/runs/1785880461
❌ bases/base-normalization https://github.com/airbytehq/airbyte/actions/runs/1785880461
🐛

midavadim · 2022-02-03T14:36:06Z

/test connector=bases/base-normalization

🕑 bases/base-normalization https://github.com/airbytehq/airbyte/actions/runs/1790003459
❌ bases/base-normalization https://github.com/airbytehq/airbyte/actions/runs/1790003459
🐛

midavadim · 2022-02-03T14:53:32Z

/test connector=bases/base-normalization

🕑 bases/base-normalization https://github.com/airbytehq/airbyte/actions/runs/1790085928
✅ bases/base-normalization https://github.com/airbytehq/airbyte/actions/runs/1790085928
Python tests coverage:

 Name Stmts Miss Cover --------------------------------------------------------------------------------------------------------------------------------------------------- /actions-runner/_work/airbyte/airbyte/airbyte-integrations/bases/airbyte-protocol/airbyte_protocol/__init__.py 2 0 100% /actions-runner/_work/airbyte/airbyte/airbyte-integrations/bases/airbyte-protocol/airbyte_protocol/models/__init__.py 1 0 100% /actions-runner/_work/airbyte/airbyte/airbyte-integrations/bases/airbyte-protocol/airbyte_protocol/models/airbyte_protocol.py 124 0 100% base_python/__init__.py 13 0 100% base_python/catalog_helpers.py 10 6 40% base_python/cdk/__init__.py 0 0 100% base_python/cdk/abstract_source.py 89 64 28% base_python/cdk/streams/__init__.py 0 0 100% base_python/cdk/streams/auth/__init__.py 0 0 100% base_python/cdk/streams/auth/core.py 8 1 88% base_python/cdk/streams/auth/oauth.py 37 26 30% base_python/cdk/streams/auth/token.py 9 4 56% base_python/cdk/streams/core.py 63 32 49% base_python/cdk/streams/exceptions.py 10 2 80% base_python/cdk/streams/http.py 67 33 51% base_python/cdk/streams/rate_limiting.py 30 14 53% base_python/cdk/utils/__init__.py 0 0 100% base_python/cdk/utils/casing.py 4 0 100% base_python/cdk/utils/event_timing.py 47 3 94% base_python/client.py 56 33 41% base_python/entrypoint.py 70 56 20% base_python/integration.py 52 25 52% base_python/logger.py 33 15 55% base_python/schema_helpers.py 56 41 27% base_python/source.py 51 34 33% --------------------------------------------------------------------------------------------------------------------------------------------------- TOTAL 832 389 53% Name Stmts Miss Cover --------------------------------------------------------------------------------------------------------------------------------------------------- /actions-runner/_work/airbyte/airbyte/airbyte-integrations/bases/airbyte-protocol/airbyte_protocol/__init__.py 2 0 100% /actions-runner/_work/airbyte/airbyte/airbyte-integrations/bases/airbyte-protocol/airbyte_protocol/models/__init__.py 1 0 100% /actions-runner/_work/airbyte/airbyte/airbyte-integrations/bases/airbyte-protocol/airbyte_protocol/models/airbyte_protocol.py 124 0 100% normalization/__init__.py 4 0 100% normalization/destination_type.py 13 0 100% normalization/transform_catalog/__init__.py 2 0 100% normalization/transform_catalog/catalog_processor.py 143 77 46% normalization/transform_catalog/destination_name_transformer.py 155 9 94% normalization/transform_catalog/reserved_keywords.py 13 0 100% normalization/transform_catalog/stream_processor.py 520 333 36% normalization/transform_catalog/table_name_registry.py 174 34 80% normalization/transform_catalog/transform.py 45 26 42% normalization/transform_catalog/utils.py 33 7 79% normalization/transform_config/__init__.py 2 0 100% normalization/transform_config/transform.py 148 34 77% --------------------------------------------------------------------------------------------------------------------------------------------------- TOTAL 1379 520 62% Name Stmts Miss Cover ------------------------------------------------------------------------ source_acceptance_test/__init__.py 2 0 100% source_acceptance_test/base.py 10 4 60% source_acceptance_test/config.py 74 6 92% source_acceptance_test/tests/__init__.py 4 0 100% source_acceptance_test/tests/test_core.py 275 106 61% source_acceptance_test/tests/test_full_refresh.py 52 2 96% source_acceptance_test/tests/test_incremental.py 69 38 45% source_acceptance_test/utils/__init__.py 6 0 100% source_acceptance_test/utils/asserts.py 37 2 95% source_acceptance_test/utils/common.py 70 17 76% source_acceptance_test/utils/compare.py 62 23 63% source_acceptance_test/utils/connector_runner.py 110 48 56% source_acceptance_test/utils/json_schema_helper.py 105 13 88% ------------------------------------------------------------------------ TOTAL 876 259 70% Name Stmts Miss Cover --------------------------------------------------------------------------------------------------------------------------------------------------- /actions-runner/_work/airbyte/airbyte/airbyte-integrations/bases/airbyte-protocol/airbyte_protocol/__init__.py 2 0 100% /actions-runner/_work/airbyte/airbyte/airbyte-integrations/bases/airbyte-protocol/airbyte_protocol/models/__init__.py 1 0 100% /actions-runner/_work/airbyte/airbyte/airbyte-integrations/bases/airbyte-protocol/airbyte_protocol/models/airbyte_protocol.py 124 0 100% normalization/__init__.py 4 0 100% normalization/destination_type.py 13 0 100% normalization/transform_catalog/__init__.py 2 0 100% normalization/transform_catalog/catalog_processor.py 143 77 46% normalization/transform_catalog/destination_name_transformer.py 155 9 94% normalization/transform_catalog/reserved_keywords.py 13 0 100% normalization/transform_catalog/stream_processor.py 520 333 36% normalization/transform_catalog/table_name_registry.py 174 34 80% normalization/transform_catalog/transform.py 45 26 42% normalization/transform_catalog/utils.py 33 7 79% normalization/transform_config/__init__.py 2 0 100% normalization/transform_config/transform.py 148 34 77% --------------------------------------------------------------------------------------------------------------------------------------------------- TOTAL 1379 520 62% Name Stmts Miss Cover --------------------------------------------------------------------------------------------------------------------------------------------------- /actions-runner/_work/airbyte/airbyte/airbyte-integrations/bases/airbyte-protocol/airbyte_protocol/__init__.py 2 0 100% /actions-runner/_work/airbyte/airbyte/airbyte-integrations/bases/airbyte-protocol/airbyte_protocol/models/__init__.py 1 0 100% /actions-runner/_work/airbyte/airbyte/airbyte-integrations/bases/airbyte-protocol/airbyte_protocol/models/airbyte_protocol.py 124 0 100% normalization/__init__.py 4 0 100% normalization/destination_type.py 13 0 100% normalization/transform_catalog/__init__.py 2 0 100% normalization/transform_catalog/catalog_processor.py 143 12 92% normalization/transform_catalog/destination_name_transformer.py 155 5 97% normalization/transform_catalog/reserved_keywords.py 13 0 100% normalization/transform_catalog/stream_processor.py 520 39 92% normalization/transform_catalog/table_name_registry.py 174 51 71% normalization/transform_catalog/transform.py 45 30 33% normalization/transform_catalog/utils.py 33 0 100% normalization/transform_config/__init__.py 2 0 100% normalization/transform_config/transform.py 148 46 69% --------------------------------------------------------------------------------------------------------------------------------------------------- TOTAL 1379 183 87%

midavadim · 2022-02-03T17:32:53Z

Some other normalization tests are not passing. Is it related to this particular change you're making?

The normalization tests for redshift are failing indeed. I understand it is not related to this PR that is touching only BigQuery, but all tests should pass in order to merge...

Can we look into why redshift is failing too?

Was there any changes related to json/super types in redshift?
Completed with 1 error and 0 warnings: Database Error in model simple_stream_with_namespace_resulting_into_long_names (models/generated/airbyte_incremental/test_normalization_namespace/simple_stream_with_namespace_resulting_into_long_names.sql) function json_extract_path_text(super, "unknown", boolean) does not exist HINT: No function matches the given name and argument types. You may need to add explicit type casts. compiled SQL at ../build/run/airbyte_utils/models/generated/airbyte_incremental/test_normalization_namespace/simple_stream_with_namespace_resulting_into_long_names.sql 

This problem was caused by overlapping tests from different branches.
Tests from another branch created tables with SUPER type, so that's why my tests failed.

Once we re-created redshift database my tests started working.

Can not start with number: column (added _ before name)

midavadim · 2022-02-03T20:21:54Z

The official docs from Google BigQuery says:

Unquoted identifiers must begin with a letter or an underscore character. Subsequent characters can be letters, numbers, or underscores
These are invalid identifiers:
5Customers

https://cloud.google.com/bigquery/docs/reference/standard-sql/lexical

That's why it was implemented to insert an extra underscore

Why do we need to diverge from official recommendations? or do we need to adapt the logic for dataset and not table/column names?

I have tested different names on Bigquery:

Can not start with number: column (GCP also automatically adds _ to column names which starts with number during CSV upload)
Can start with number: datasetId, table (and they do not require quotes), both queries are valid:
SELECT name1, _2name, name_3 FROM `dataline-integration-testing.1.1tt` LIMIT 1000
SELECT name1, _2name, name_3 FROM dataline-integration-testing.1.1tt LIMIT 1000

@ChristopheDuong I tested only datasetId, table, columns ... is there another identifier that we should consider for big query?

ChristopheDuong

Great find thanks

midavadim · 2022-02-07T07:47:12Z

/publish connector=bases/base-normalization

🕑 bases/base-normalization https://github.com/airbytehq/airbyte/actions/runs/1805180085
✅ bases/base-normalization https://github.com/airbytehq/airbyte/actions/runs/1805180085

use unchanged dataset_id if it starts with a number

f5e998b

github-actions bot added the normalization label Jan 6, 2022

midavadim requested review from antixar and bazarnov January 6, 2022 16:17

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midavadim linked an issue Jan 12, 2022 that may be closed by this pull request

Destination Bigquery: fail normalization when dataset_id start with number #6732

Closed

Merge remote-tracking branch 'origin/master' into midavadim/6732-dest…

81c8491

…ination-bigquery-normalization

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midavadim requested a review from bazarnov January 18, 2022 17:38

antixar approved these changes Jan 18, 2022

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bazarnov approved these changes Jan 18, 2022

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Merge remote-tracking branch 'origin/master' into midavadim/6732-dest…

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…ination-bigquery-normalization

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Can start with number: datasetId, table

cb4a0ac

Can not start with number: column (added _ before name)

midavadim temporarily deployed to more-secrets February 3, 2022 19:48 Inactive

ChristopheDuong approved these changes Feb 3, 2022

View reviewed changes

midavadim changed the title ~~use unchanged dataset_id if it starts with a number~~ 🐛 normalization for bigquery: allow datasetId and table to start with number Feb 5, 2022

updated normalization container version

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updated normalization container version

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midavadim merged commit b447bb5 into master Feb 7, 2022

midavadim deleted the midavadim/6732-destination-bigquery-normalization branch February 7, 2022 09:06

octavia-squidington-iii mentioned this pull request Feb 7, 2022

Bump Airbyte version from 0.35.18-alpha to 0.35.19-alpha #10157

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