Feat: Firestore support

[ScottMansfield]

Adding support for Firestore for both session and memory storage.

This started by copying the Firestore support from the Java ADK into the Python ADK and also takes inspiration from @anmolg1997's PR google/adk-python-community#104. It does things differently from both.

Firestore contains a hierarchical set of data for sessions:

  Hierarchy for sessions:
  adk-session
  ↳ <app name>
    ↳ users
      ↳ <user ID>
        ↳ sessions
          ↳ <session ID>
            ↳ events
              ↳ <event ID>

  Hierarchy for shared App/User state configurations:
  app_states
  ↳ <app name>

  user_states
  ↳ <app name>
    ↳ users
      ↳ <user ID>

  Hierarchy for memory:
  memories
  ↳ <memory ID>

The firestore memory service creates a top-level collection that hold indexed memories when sessions are added.

Link to Issue or Description of Change

This is from an existing customer request for firestore support.

Testing Plan

Unit Tests:

• I have added or updated unit tests for my change.
• All unit tests pass locally.

$ pytest tests/unittests/integrations/firestore/
===================================== test session starts ======================================
platform darwin -- Python 3.11.14, pytest-9.0.2, pluggy-1.6.0
rootdir: /Users/scottmansfield/projects/adk-python
configfile: pyproject.toml
plugins: mock-3.15.1, xdist-3.8.0, langsmith-0.7.23, asyncio-1.3.0, anyio-4.13.0
asyncio: mode=Mode.AUTO, debug=False, asyncio_default_fixture_loop_scope=function, asyncio_default_test_loop_scope=function
collected 29 items                                                                             

tests/unittests/integrations/firestore/test_firestore_memory_service.py .............     [ 44%]
tests/unittests/integrations/firestore/test_firestore_session_service.py ................ [100%]

======================================= warnings summary =======================================
src/google/adk/features/_feature_decorator.py:72
  /Users/scottmansfield/projects/adk-python/src/google/adk/features/_feature_decorator.py:72: UserWarning: [EXPERIMENTAL] feature FeatureName.PLUGGABLE_AUTH is enabled.
    check_feature_enabled()

-- Docs: https://docs.pytest.org/en/stable/how-to/capture-warnings.html
================================ 29 passed, 1 warning in 1.44s =================================

Manual End-to-End (E2E) Tests:

I created a demo app locally to test the session and memory storage with a real firebase instance. It successfully records sessions and memories, verified by manually checking the cloud console.

Memory did require an index, which will be created by the user the first time the memory session is used. Firestore has a specific deep link that it will create to give the exact index needed. After that, memory worked fine.

Checklist

• I have read the CONTRIBUTING.md document.
• I have performed a self-review of my own code.
• I have commented my code, particularly in hard-to-understand areas.
• I have added tests that prove my fix is effective or that my feature works.
• New and existing unit tests pass locally with my changes.
• I have manually tested my changes end-to-end.
• Any dependent changes have been merged and published in downstream modules.

[adk-bot]

Response from ADK Triaging Agent

Hello @ScottMansfield, thank you for creating this PR!

I see that this is a draft PR. When you are ready, please ensure you have read the contribution guide and filled out the PR template, including:

• Link to an existing issue or a description of the change: This helps reviewers understand the context of your contribution.
• Testing Plan: Please describe the tests you ran to verify your changes.

This information will help reviewers to review your PR more efficiently. Thanks!

[ScottMansfield]

Looks like we have one open for the community repo: google/adk-python-community#104

[rohityan]

Hi @ScottMansfield , Thank you for your contribution! We appreciate you taking the time to submit this pull request.
Closing this PR here as it belongs to adk-python-community repo.
We highly recommend releasing the feature as a standalone package that we will then share through: https://google.github.io/adk-docs/integrations/

[rohityan]

Hi @ScottMansfield , is this PR still in draft? If not can you please fill in the details for the PR.

[ScottMansfield]

I believe this is ready for review but I'm testing it with a real firestore instance

[adk-bot]

Thank you @ScottMansfield for your contribution! 🎉

Your changes have been successfully imported and merged via Copybara in commit 1a9df8f.

Closing this PR as the changes are now in the main branch.