fleet-memory/hindsight-api-slim/hindsight_api/engine/storage/postgresql.py
Nicolò Boschi 15ea23d5d6
feat: introduce hindsight-api-slim and hindsight-all-slim packages (#560)
* feat: introduce hindsight-api-slim and hindsight-all-slim packages

Closes #552

- Move all source code from hindsight-api/ to new hindsight-api-slim/
- hindsight-api-slim has heavy ML deps (torch, sentence-transformers,
  transformers, einops, flashrank, mlx, mlx-lm, safetensors) and
  pg0-embedded as optional extras: [local-ml], [embedded-db], [all]
- hindsight-api becomes a zero-code meta-package depending on
  hindsight-api-slim[all] for full backward compatibility
- Add hindsight-all-slim meta-package: hindsight-api-slim + client + embed
- hindsight-all updated to depend on hindsight-api-slim[all]
- pg0.py: lazy-import pg0 with clear ImportError pointing to [embedded-db]
- Dockerfile: replace sed hack with proper uv sync --extra flags
- Update release.yml, test.yml, lint.sh, release.sh, CLAUDE.md and
  all path references throughout the repo

* refactor: rename hindsight/ directory to hindsight-all/

* docs: document hindsight-api-slim and hindsight-all-slim package variants

Add package variants table and extras explanation to installation.md

* docs: remove emojis from installation.md, use professional tone

* docs: link Docker slim variant to pip package variants section

* docs: consolidate Docker image variants into single table

* ci: fix working-directory paths after package restructure

- Replace all hindsight-api → hindsight-api-slim in test.yml
- Replace hindsight → hindsight-all in test.yml
- Add --extra embedded-db to test-embed API install step

* ci: add local-ml and embedded-db extras to API sync steps

These extras were previously implicit in the old hindsight-api package
(which bundled everything). Now that hindsight-api-slim uses optional
extras, we must explicitly request local-ml and embedded-db in CI.

* ci: add API install step with embedded-db to test-embed smoke test

The smoke test starts hindsight-api as a daemon, which requires pg0-embedded.
Add a dedicated install step for hindsight-api-slim with embedded-db extra
so the daemon can start successfully.

* ci: remove --no-install-project when using optional extras

When --no-install-project is combined with --extra, the optional deps
are not installed because extras require the project to be active.
Remove --no-install-project from steps that need local-ml or embedded-db.

* ci: fix ordering of uv sync steps to preserve optional extras

When uv sync runs for a different workspace member, it removes optional
extras installed for other members. Fix by always running extra-requiring
API sync last, after other workspace member syncs.

Also remove --no-install-project from embedded-db sync in test-embed,
as --no-install-project prevents optional extras from being active.

* ci: add local-ml extra to test-embed API install for smoke test

The smoke test starts the full API server which needs sentence-transformers
for local embeddings (default provider). Add local-ml extra to the install.

* ci: simplify extras with --all-extras and add slim pip smoke test

- Replace explicit --extra local-ml --extra embedded-db with --all-extras
  for cleaner, more maintainable sync steps
- Add test-pip-slim job: tests hindsight-api-slim[embedded-db] without
  local ML models, using Cohere for embeddings/reranking (mirrors Docker
  slim smoke test approach)

* ci: simplify slim smoke test to health check only (mirrors Docker test)
2026-03-13 13:50:03 +01:00

153 lines
4.6 KiB
Python

"""PostgreSQL BYTEA-based file storage (default, zero-config)."""
import logging
from collections.abc import Callable
from typing import TYPE_CHECKING
if TYPE_CHECKING:
import asyncpg
from .base import FileStorage
logger = logging.getLogger(__name__)
def fq_table(table: str, schema: str | None = None) -> str:
"""Get fully-qualified table name with optional schema prefix."""
if schema:
return f'"{schema}".{table}'
return table
class PostgreSQLFileStorage(FileStorage):
"""
PostgreSQL BYTEA-based file storage.
Stores files directly in PostgreSQL using BYTEA columns.
This is the default storage backend - zero configuration required!
Pros:
- Works out of the box (no external dependencies)
- Transactional consistency with database
- Simple backups (included in pg_dump)
- Good performance for <10MB files
Cons:
- Database bloat for large/many files
- Not ideal for distributed deployments
- Higher cost than object storage at scale
For production/scale, consider S3FileStorage instead.
"""
def __init__(
self,
pool_getter: Callable[[], "asyncpg.Pool"],
schema: str | None = None,
schema_getter: Callable[[], str] | None = None,
):
"""
Initialize PostgreSQL file storage.
Args:
pool_getter: Function that returns asyncpg connection pool
schema: Static database schema (fallback for single-tenant / tests)
schema_getter: Callable returning current schema at query time (for multi-tenant)
"""
self._pool_getter = pool_getter
self._static_schema = schema
self._schema_getter = schema_getter
@property
def _schema(self) -> str | None:
"""Resolve schema dynamically per-request when schema_getter is provided."""
if self._schema_getter:
return self._schema_getter()
return self._static_schema
async def store(
self,
file_data: bytes,
key: str,
metadata: dict[str, str] | None = None,
) -> str:
"""Store file in PostgreSQL."""
pool = self._pool_getter()
async with pool.acquire() as conn:
await conn.execute(
f"""
INSERT INTO {fq_table("file_storage", self._schema)}
(storage_key, data)
VALUES ($1, $2)
ON CONFLICT (storage_key) DO UPDATE SET
data = EXCLUDED.data
""",
key,
file_data,
)
logger.debug(f"Stored file {key} ({len(file_data)} bytes) in PostgreSQL")
return key
async def retrieve(self, key: str) -> bytes:
"""Retrieve file from PostgreSQL."""
pool = self._pool_getter()
async with pool.acquire() as conn:
row = await conn.fetchrow(
f"""
SELECT data FROM {fq_table("file_storage", self._schema)}
WHERE storage_key = $1
""",
key,
)
if not row:
raise FileNotFoundError(f"File not found: {key}")
return bytes(row["data"])
async def delete(self, key: str) -> None:
"""Delete file from PostgreSQL."""
pool = self._pool_getter()
async with pool.acquire() as conn:
result = await conn.execute(
f"""
DELETE FROM {fq_table("file_storage", self._schema)}
WHERE storage_key = $1
""",
key,
)
# Check if anything was deleted
if result == "DELETE 0":
logger.warning(f"Attempted to delete non-existent file: {key}")
async def exists(self, key: str) -> bool:
"""Check if file exists in PostgreSQL."""
pool = self._pool_getter()
async with pool.acquire() as conn:
row = await conn.fetchrow(
f"""
SELECT 1 FROM {fq_table("file_storage", self._schema)}
WHERE storage_key = $1
""",
key,
)
return row is not None
async def get_download_url(self, key: str, expires_in: int = 3600) -> str:
"""
Get download URL for PostgreSQL-stored file.
Returns an API endpoint path (not a pre-signed URL since the file
is stored in the database). The expires_in parameter is ignored
for PostgreSQL storage.
"""
# Return API path for download endpoint
# (expires_in ignored for database storage - auth handled at API level)
return f"/v1/default/files/download/{key}"