feat: add new granularities

[okrcmaGD]

JIRA: CQ-2758
risk: low

Summary by CodeRabbit

• New Features
  • Added support for second-level date granularity, including seconds, seconds within a minute, seconds within a day, and minutes within a day.
  • Enabled second-precision datetime conversion, visualization, and filtering across supported SDK and data integrations.
• Documentation
  • Updated datetime conversion guidance to include second-level timestamps.
• Tests
  • Added coverage for second-precision timestamp conversion and expanded date-filter granularity validation.

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ℹ️ Recent review info

⚙️ Run configuration

Configuration used: Organization UI

Review profile: CHILL

Plan: Pro

Run ID: a77b69b3-b514-4adc-9a88-a5ee0b5734e8

📥 Commits

Reviewing files that changed from the base of the PR and between 17bcb5c and c67add6.

📒 Files selected for processing (8)

• packages/gooddata-flexconnect/json_schemas/execution-context/date-granularity.json
• packages/gooddata-pandas/src/gooddata_pandas/arrow_convertor.py
• packages/gooddata-pandas/tests/utils/test_utils.py
• packages/gooddata-sdk/src/gooddata_sdk/compute/model/filter.py
• packages/gooddata-sdk/src/gooddata_sdk/type_converter.py
• packages/gooddata-sdk/src/gooddata_sdk/visualization.py
• packages/gooddata-sdk/tests/compute_model/test_date_filters.py
• packages/gooddata-sdk/tests/test_type_converter.py

🚧 Files skipped from review as they are similar to previous changes (7)

• packages/gooddata-sdk/tests/compute_model/test_date_filters.py
• packages/gooddata-sdk/src/gooddata_sdk/compute/model/filter.py
• packages/gooddata-pandas/tests/utils/test_utils.py
• packages/gooddata-pandas/src/gooddata_pandas/arrow_convertor.py
• packages/gooddata-sdk/tests/test_type_converter.py
• packages/gooddata-flexconnect/json_schemas/execution-context/date-granularity.json
• packages/gooddata-sdk/src/gooddata_sdk/visualization.py

---

📝 Walkthrough

Walkthrough

This change adds second-level and additional intra-day date granularities across the schema and SDK mappings. It updates pandas converter documentation and adds tests for relative date filters and second-precision datetime conversion.

Changes

Date granularity support

Layer / File(s)	Summary
Granularity contracts and registries packages/gooddata-flexconnect/json_schemas/execution-context/date-granularity.json, packages/gooddata-sdk/src/gooddata_sdk/compute/model/filter.py, packages/gooddata-sdk/src/gooddata_sdk/visualization.py	The schema enum, SDK filter granularity lists, and visualization mappings now include SECOND, MINUTE_OF_DAY, SECOND_OF_DAY, and SECOND_OF_MINUTE.
Conversion mappings and validation packages/gooddata-sdk/src/gooddata_sdk/type_converter.py, packages/gooddata-pandas/src/gooddata_pandas/arrow_convertor.py, packages/gooddata-pandas/tests/utils/test_utils.py, packages/gooddata-sdk/tests/compute_model/test_date_filters.py, packages/gooddata-sdk/tests/test_type_converter.py	The DATE converter registers SECOND. Pandas documentation lists SECOND for datetime conversion and pandas.Timestamp output. Tests cover accepted granularities and second-precision timestamp conversion.

Estimated code review effort: 2 (Simple) | ~10 minutes

Suggested reviewers: lupko, pcerny, hkad98

Poem

Little rabbit checks the clock,
SECOND joins the time-value flock.
Schemas, SDK, and tests align,
Timestamp seconds stay precise and fine.
Hop hop — each tick is defined.

🚥 Pre-merge checks | ✅ 4 | ❌ 1

❌ Failed checks (1 warning)

Check name	Status	Explanation	Resolution
Docstring Coverage	⚠️ Warning	Docstring coverage is 16.67% which is insufficient. The required threshold is 80.00%.	Write docstrings for the functions missing them to satisfy the coverage threshold.

✅ Passed checks (4 passed)

Check name	Status	Explanation
Description Check	✅ Passed	Check skipped - CodeRabbit’s high-level summary is enabled.
Title check	✅ Passed	The title clearly summarizes the primary change: adding new date granularities across the GoodData SDK and related packages.
Linked Issues check	✅ Passed	Check skipped because no linked issues were found for this pull request.
Out of Scope Changes check	✅ Passed	Check skipped because no linked issues were found for this pull request.

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[codecov]

Codecov Report

✅ All modified and coverable lines are covered by tests.
✅ Project coverage is 78.40%. Comparing base (17bcb5c) to head (c67add6).

Additional details and impacted files

@@           Coverage Diff           @@
##           master    #1701   +/-   ##
=======================================
  Coverage   78.40%   78.40%           
=======================================
  Files         271      271           
  Lines       18741    18741           
=======================================
  Hits        14693    14693           
  Misses       4048     4048           

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Note

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[coderabbitai]

Note

GitHub couldn't provide a complete incremental comparison for this pull request, so CodeRabbit is performing a full review instead. This review may take a little longer.