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Author SHA1 Message Date
chopratejas
d5ca50cd03 fix(tests): stop module-level dotenv loaders from polluting os.environ during pytest collection
# The bug

Several test modules and two production modules loaded the project `.env`
at *import time*. During pytest collection (where every test module is
imported once), this populated `os.environ` with API keys from `.env`.

The skipif guards in `test_proxy_passthrough_integration.py` (and
others) evaluate at collection time:

    @pytest.mark.skipif(not os.environ.get("OPENAI_API_KEY"), reason="...")

If the polluter module was collected *before* the guard, the guard saw
the leaked key, decided not to skip, and the integration tests ran
live against a fake key and failed. In a fresh local-dev venv with
`.env` + full `[dev]` extras, this manifested as ~16 spurious test
failures plus a misleading test runtime of 6+ minutes (live HTTP).

# Why now

CI does not see this (no `.env`). It only manifests when:
1. `litellm` (and friends) are installed — they run `dotenv.load_dotenv()`
   on import, populating `os.environ` from `.env`.
2. A `.env` file with real API keys exists locally.

Until the venv was provisioned with the full `[dev]` extras during
recent test work, `pytest.importorskip("litellm")` and
`from headroom.pricing import litellm_pricing` both silently no-op'd
(via try/except ImportError → `LITELLM_AVAILABLE=False`), so the leak
never triggered. With litellm now installed, the latent bug surfaced.

# The fix — three patterns

1. **Production modules** (`headroom/pricing/litellm_pricing.py`,
   `headroom/backends/litellm.py`): wrap the eager `import litellm` with
   a snapshot/restore of `os.environ`. Any keys litellm's bundled
   `python-dotenv` adds during import are deleted immediately. The
   module is fully imported and cached in `sys.modules` so subsequent
   imports hit the cache without re-running the side effect.

2. **Test modules using `pytest.importorskip("litellm")`**
   (`test_backend_bugs.py`, `test_bedrock_region.py`,
   `test_cost_tracker_counterfactual.py`): replace with
   `tests._dotenv.importorskip_no_env_leak("litellm")`, which does the
   same snapshot/restore around `importlib.import_module`.

3. **Test modules that intentionally need `.env` values for skipif
   guards** (`test_compression_summary_*.py`, `test_query_echo.py`,
   `test_cost_tracker_counterfactual.py`, `test_memory_usage_integration.py`,
   `test_bundled_tools_savings.py`): replace module-level
   `os.environ.setdefault(...)` / `dotenv.load_dotenv()` with
   `tests._dotenv.load_env_overrides()` (returns a local dict — does
   NOT mutate `os.environ`) plus `autouse_apply_env(...)` (function-
   scoped fixture that applies via `monkeypatch.setenv`, auto-cleaned
   at teardown). The skipif still works because
   `ANTHROPIC_KEY = os.environ.get(...) or _env_overrides.get(...)`
   reads from the local dict as fallback.

# Helper module

New `tests/_dotenv.py` exposes:
- `load_env_overrides() -> dict[str, str]` — read `.env` into a dict.
- `autouse_apply_env(overrides) -> fixture` — function-scoped autouse
  fixture that applies via `monkeypatch.setenv`.
- `importorskip_no_env_leak(module) -> module` — drop-in
  `pytest.importorskip` substitute that quarantines env mutations.

# Results

Local full-suite (excluding live-LLM and live-feed tests):
- Before: 46 failed, 4830 passed, 387s
- After:   2 failed, 4672 passed, 134s

The remaining 2 failures are unrelated environment-dependent tests
(missing `PIL` / Docker daemon).
2026-04-26 09:15:37 -07:00
chopratejas
eca5c94229 Add SQLite vector backend as default and fix HNSW test skipping
- Add VectorBackend.AUTO that prefers SQLITE_VEC if available, else HNSW
- Add SQLiteVectorIndex configuration options (vector_db_path, vector_cache_size_kb)
- Add update_embedding() method to SQLiteVectorIndex for VectorIndex protocol
- Update factory to create SQLiteVectorIndex when appropriate
- Skip HNSW-specific tests when hnswlib is not available (fixes CI on Python 3.12)
2026-02-01 22:12:45 -08:00
chopratejas
e16691dd38 Add memory observability system (Phase 1)
Implements comprehensive memory tracking for all in-memory components:

- Add MemoryTracker singleton with ComponentStats, ProcessStats, MemoryReport
- Add get_memory_stats() to CompressionStore, BatchContextStore,
  GraphStore, HNSWVectorIndex
- Add /debug/memory API endpoint for runtime monitoring

Components tracked:
- compression_store: CCR compressed tool outputs
- batch_context_store: Batch API request contexts
- graph_store: Knowledge graph entities and relationships
- vector_index: HNSW vector embeddings
- semantic_cache: Response cache
- request_logger: Request metadata

Includes 47 tests (unit + integration) with real API calls.
2026-02-01 19:49:53 -08:00