fleet-memory/hindsight-api-slim/hindsight_api/admin/cli.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

383 lines
14 KiB
Python

"""
Hindsight Admin CLI - backup and restore operations.
"""
import asyncio
import io
import json
import logging
import zipfile
from datetime import datetime, timezone
from pathlib import Path
from typing import Any
import asyncpg
import typer
from ..config import DEFAULT_DATABASE_SCHEMA, HindsightConfig
from ..extensions import TenantExtension, load_extension
from ..pg0 import parse_pg0_url, resolve_database_url
def _fq_table(table: str, schema: str) -> str:
"""Get fully-qualified table name with schema prefix."""
return f"{schema}.{table}"
# Setup logging
logging.basicConfig(
level=logging.INFO,
format="%(message)s",
)
logger = logging.getLogger(__name__)
app = typer.Typer(name="hindsight-admin", help="Hindsight administrative commands")
# Tables to backup/restore in dependency order
# Import must happen in this order due to foreign key constraints
BACKUP_TABLES = [
"banks",
"documents",
"entities",
"chunks",
"memory_units",
"unit_entities",
"entity_cooccurrences",
"memory_links",
]
MANIFEST_VERSION = "1"
async def _backup(database_url: str, output_path: Path, schema: str = "public") -> dict[str, Any]:
"""Backup all tables to a zip file using binary COPY protocol."""
conn = await asyncpg.connect(database_url)
try:
tables: dict[str, Any] = {}
manifest: dict[str, Any] = {
"version": MANIFEST_VERSION,
"created_at": datetime.now(timezone.utc).isoformat(),
"schema": schema,
"tables": tables,
}
# Use a transaction with REPEATABLE READ isolation to get a consistent
# snapshot across all tables. This prevents race conditions where
# entity_cooccurrences could reference entities created after the
# entities table was backed up.
async with conn.transaction(isolation="repeatable_read"):
with zipfile.ZipFile(output_path, "w", zipfile.ZIP_DEFLATED) as zf:
for i, table in enumerate(BACKUP_TABLES, 1):
typer.echo(f" [{i}/{len(BACKUP_TABLES)}] Backing up {table}...", nl=False)
buffer = io.BytesIO()
# Use binary COPY for exact type preservation
# asyncpg requires schema_name as separate parameter
await conn.copy_from_table(table, schema_name=schema, output=buffer, format="binary")
data = buffer.getvalue()
zf.writestr(f"{table}.bin", data)
# Get row count for manifest
qualified_table = _fq_table(table, schema)
row_count = await conn.fetchval(f"SELECT COUNT(*) FROM {qualified_table}")
tables[table] = {
"rows": row_count,
"size_bytes": len(data),
}
typer.echo(f" {row_count} rows")
zf.writestr("manifest.json", json.dumps(manifest, indent=2))
return manifest
finally:
await conn.close()
async def _restore(database_url: str, input_path: Path, schema: str = "public") -> dict[str, Any]:
"""Restore all tables from a zip file using binary COPY protocol."""
conn = await asyncpg.connect(database_url)
try:
with zipfile.ZipFile(input_path, "r") as zf:
# Read and validate manifest
manifest: dict[str, Any] = json.loads(zf.read("manifest.json"))
if manifest.get("version") != MANIFEST_VERSION:
raise ValueError(f"Unsupported backup version: {manifest.get('version')}")
# Use a transaction for atomic restore - either all tables are
# restored or none are, preventing partial/inconsistent state.
async with conn.transaction():
typer.echo(" Clearing existing data...")
# Truncate tables in reverse order (respects FK constraints)
for table in reversed(BACKUP_TABLES):
qualified_table = _fq_table(table, schema)
await conn.execute(f"TRUNCATE TABLE {qualified_table} CASCADE")
# Restore tables in forward order
for i, table in enumerate(BACKUP_TABLES, 1):
filename = f"{table}.bin"
if filename not in zf.namelist():
typer.echo(f" [{i}/{len(BACKUP_TABLES)}] {table}: skipped (not in backup)")
continue
expected_rows = manifest["tables"].get(table, {}).get("rows", "?")
typer.echo(f" [{i}/{len(BACKUP_TABLES)}] Restoring {table}... {expected_rows} rows")
data = zf.read(filename)
buffer = io.BytesIO(data)
# asyncpg requires schema_name as separate parameter
await conn.copy_to_table(table, schema_name=schema, source=buffer, format="binary")
# Refresh materialized view
typer.echo(" Refreshing materialized views...")
await conn.execute(f"REFRESH MATERIALIZED VIEW {_fq_table('memory_units_bm25', schema)}")
return manifest
finally:
await conn.close()
async def _run_backup(db_url: str, output: Path, schema: str = "public") -> dict[str, Any]:
"""Resolve database URL and run backup."""
is_pg0, instance_name, _ = parse_pg0_url(db_url)
if is_pg0:
typer.echo(f"Starting embedded PostgreSQL (instance: {instance_name})...")
resolved_url = await resolve_database_url(db_url)
return await _backup(resolved_url, output, schema)
async def _run_restore(db_url: str, input_file: Path, schema: str = "public") -> dict[str, Any]:
"""Resolve database URL and run restore."""
is_pg0, instance_name, _ = parse_pg0_url(db_url)
if is_pg0:
typer.echo(f"Starting embedded PostgreSQL (instance: {instance_name})...")
resolved_url = await resolve_database_url(db_url)
return await _restore(resolved_url, input_file, schema)
@app.command()
def backup(
output: Path = typer.Argument(..., help="Output file path (.zip)"),
schema: str = typer.Option("public", "--schema", "-s", help="Database schema to backup"),
):
"""Backup the Hindsight database to a zip file."""
config = HindsightConfig.from_env()
if not config.database_url:
typer.echo("Error: Database URL not configured.", err=True)
typer.echo("Set HINDSIGHT_API_DATABASE_URL environment variable.", err=True)
raise typer.Exit(1)
if output.suffix != ".zip":
output = output.with_suffix(".zip")
typer.echo(f"Backing up database (schema: {schema}) to {output}...")
manifest = asyncio.run(_run_backup(config.database_url, output, schema))
total_rows = sum(t["rows"] for t in manifest["tables"].values())
typer.echo(f"Backed up {total_rows} rows across {len(BACKUP_TABLES)} tables")
typer.echo(f"Backup saved to {output}")
@app.command()
def restore(
input_file: Path = typer.Argument(..., help="Input backup file (.zip)"),
schema: str = typer.Option("public", "--schema", "-s", help="Database schema to restore to"),
yes: bool = typer.Option(False, "--yes", "-y", help="Skip confirmation prompt"),
):
"""Restore the database from a backup file. WARNING: This deletes all existing data."""
config = HindsightConfig.from_env()
if not config.database_url:
typer.echo("Error: Database URL not configured.", err=True)
typer.echo("Set HINDSIGHT_API_DATABASE_URL environment variable.", err=True)
raise typer.Exit(1)
if not input_file.exists():
typer.echo(f"Error: File not found: {input_file}", err=True)
raise typer.Exit(1)
if not yes:
typer.confirm(
"This will DELETE all existing data and replace it with the backup. Continue?",
abort=True,
)
typer.echo(f"Restoring database (schema: {schema}) from {input_file}...")
manifest = asyncio.run(_run_restore(config.database_url, input_file, schema))
total_rows = sum(t["rows"] for t in manifest["tables"].values())
typer.echo(f"Restored {total_rows} rows across {len(BACKUP_TABLES)} tables")
typer.echo("Restore complete")
async def _run_migration(
db_url: str,
schema: str | None = None,
base_schema: str = DEFAULT_DATABASE_SCHEMA,
embedding_dimension: int | None = None,
) -> list[str]:
"""Resolve database URL and run migrations for one schema or all discovered schemas."""
from ..migrations import (
ensure_embedding_dimension,
ensure_text_search_extension,
ensure_vector_extension,
run_migrations,
)
is_pg0, instance_name, _ = parse_pg0_url(db_url)
if is_pg0:
typer.echo(f"Starting embedded PostgreSQL (instance: {instance_name})...")
resolved_url = await resolve_database_url(db_url)
config = HindsightConfig.from_env()
if schema:
schemas = [schema]
else:
tenant_extension = load_extension("TENANT", TenantExtension)
schemas = [base_schema or DEFAULT_DATABASE_SCHEMA]
if tenant_extension:
tenants = await tenant_extension.list_tenants()
schemas.extend(tenant.schema for tenant in tenants if tenant.schema)
# Preserve order while removing duplicates.
schemas = list(dict.fromkeys(schemas))
for schema in schemas:
run_migrations(resolved_url, schema=schema)
if embedding_dimension is not None:
for schema in schemas:
ensure_embedding_dimension(
resolved_url,
embedding_dimension,
schema=schema,
vector_extension=config.vector_extension,
)
for schema in schemas:
ensure_vector_extension(
resolved_url,
vector_extension=config.vector_extension,
schema=schema,
)
for schema in schemas:
ensure_text_search_extension(
resolved_url,
text_search_extension=config.text_search_extension,
schema=schema,
)
return schemas
@app.command(name="run-db-migration")
def run_db_migration(
schema: str | None = typer.Option(
None,
"--schema",
"-s",
help="Database schema to run migrations on. If omitted, migrate the base schema and all discovered tenant schemas.",
),
embedding_dimension: int | None = typer.Option(
None,
"--embedding-dimension",
help="Expected embedding dimension to enforce after migrations. Omit to skip dimension sync.",
),
):
"""Run database migrations to the latest version."""
config = HindsightConfig.from_env()
if not config.database_url:
typer.echo("Error: Database URL not configured.", err=True)
typer.echo("Set HINDSIGHT_API_DATABASE_URL environment variable.", err=True)
raise typer.Exit(1)
if schema:
typer.echo(f"Running database migrations for schema: {schema}...")
else:
typer.echo("Running database migrations for base schema and all discovered tenant schemas...")
schemas = asyncio.run(
_run_migration(
config.database_url,
schema=schema,
base_schema=config.database_schema,
embedding_dimension=embedding_dimension,
)
)
typer.echo(f"Database migrations completed successfully for {len(schemas)} schema(s)")
async def _decommission_worker(db_url: str, worker_id: str, schema: str = "public") -> int:
"""Release all tasks owned by a worker, setting them back to pending status."""
is_pg0, instance_name, _ = parse_pg0_url(db_url)
if is_pg0:
typer.echo(f"Starting embedded PostgreSQL (instance: {instance_name})...")
resolved_url = await resolve_database_url(db_url)
conn = await asyncpg.connect(resolved_url)
try:
table = _fq_table("async_operations", schema)
result = await conn.fetch(
f"""
UPDATE {table}
SET status = 'pending', worker_id = NULL, claimed_at = NULL, updated_at = now()
WHERE worker_id = $1 AND status = 'processing'
RETURNING operation_id
""",
worker_id,
)
return len(result)
finally:
await conn.close()
@app.command(name="decommission-worker")
def decommission_worker(
worker_id: str = typer.Argument(..., help="Worker ID to decommission"),
schema: str = typer.Option("public", "--schema", "-s", help="Database schema"),
yes: bool = typer.Option(False, "--yes", "-y", help="Skip confirmation prompt"),
):
"""Release all tasks owned by a worker (sets status back to pending).
Use this command when a worker has crashed or been removed without graceful shutdown.
All tasks that were being processed by the worker will be released back to the queue
so other workers can pick them up.
"""
config = HindsightConfig.from_env()
if not config.database_url:
typer.echo("Error: Database URL not configured.", err=True)
typer.echo("Set HINDSIGHT_API_DATABASE_URL environment variable.", err=True)
raise typer.Exit(1)
if not yes:
typer.confirm(
f"This will release all tasks owned by worker '{worker_id}' back to pending. Continue?",
abort=True,
)
typer.echo(f"Decommissioning worker '{worker_id}' (schema: {schema})...")
count = asyncio.run(_decommission_worker(config.database_url, worker_id, schema))
if count > 0:
typer.echo(f"Released {count} task(s) from worker '{worker_id}'")
else:
typer.echo(f"No tasks found for worker '{worker_id}'")
def main():
app()
if __name__ == "__main__":
main()