From f07ffe17865be7d9d3065f9c03e845c7487f91ef Mon Sep 17 00:00:00 2001 From: Tejas Narayan Date: Fri, 17 Jul 2026 15:36:25 +0000 Subject: [PATCH 01/14] feat: updating sharding --- app/api/v1/routes/call_import_evaluations.py | 125 +++- app/api/v1/routes/call_imports.py | 10 + app/config.py | 26 +- app/core/migrations.py | 165 +++-- app/database.py | 94 +-- app/db_sharding/__init__.py | 13 + app/db_sharding/eval_rows.py | 178 +++++ app/db_sharding/import_dispatch.py | 301 +++++++++ app/db_sharding/pool_manager.py | 215 ++++++ app/db_sharding/registry.py | 30 + app/db_sharding/router.py | 75 +++ app/db_sharding/row_ops.py | 365 +++++++++++ app/db_sharding/scatter_gather.py | 615 ++++++++++++++++++ app/db_sharding/sessions.py | 37 ++ app/migrations/054_call_import_sharding.py | 230 +++++++ app/migrations/catalog/README.md | 4 + app/migrations/shard/README.md | 3 + app/models/database.py | 29 + app/services/call_imports/bulk_ops.py | 307 +++++++-- .../call_imports/progress_counters.py | 212 ++++++ app/workers/catalog_cache.py | 30 + .../concurrency/fair_diarization_dispatch.py | 13 + app/workers/concurrency/fair_dispatch.py | 14 + .../concurrency/fair_import_dispatch.py | 13 + app/workers/tasks/evaluate_call_import_row.py | 143 ++-- .../tasks/evaluate_call_import_row_audio.py | 379 ++++++----- .../tasks/evaluate_call_import_row_core.py | 71 +- .../generate_evaluation_metric_clusters.py | 12 +- .../generate_evaluation_user_insights.py | 12 +- app/workers/tasks/process_call_import_row.py | 58 +- .../tasks/transcribe_call_import_row.py | 219 +++---- config.docker.sharding.example.yml | 22 + config.yml.example | 25 + docker-compose.yml | 3 + docker/postgres/init-sharding-dbs.sh | 10 + .../docs/operations/call-import-sharding.mdx | 47 ++ .../call-import-sharding-load-test.md | 21 + schema_er_diagram.png | Bin 4590875 -> 5306600 bytes scripts/backfill_catalog_rows_to_shards.py | 170 +++++ scripts/rebalance_call_import_shards.py | 59 ++ tests/test_db_sharding/__init__.py | 1 + tests/test_db_sharding/test_pool_manager.py | 78 +++ tests/test_db_sharding/test_router.py | 49 ++ tests/test_db_sharding/test_row_ops_eval.py | 44 ++ .../test_scatter_gather_api.py | 18 + 45 files changed, 3929 insertions(+), 616 deletions(-) create mode 100644 app/db_sharding/__init__.py create mode 100644 app/db_sharding/eval_rows.py create mode 100644 app/db_sharding/import_dispatch.py create mode 100644 app/db_sharding/pool_manager.py create mode 100644 app/db_sharding/registry.py create mode 100644 app/db_sharding/router.py create mode 100644 app/db_sharding/row_ops.py create mode 100644 app/db_sharding/scatter_gather.py create mode 100644 app/db_sharding/sessions.py create mode 100644 app/migrations/054_call_import_sharding.py create mode 100644 app/migrations/catalog/README.md create mode 100644 app/migrations/shard/README.md create mode 100644 app/services/call_imports/progress_counters.py create mode 100644 app/workers/catalog_cache.py create mode 100644 config.docker.sharding.example.yml create mode 100644 docker/postgres/init-sharding-dbs.sh create mode 100644 docs-fumadocs/content/docs/operations/call-import-sharding.mdx create mode 100644 docs/operations/call-import-sharding-load-test.md create mode 100644 scripts/backfill_catalog_rows_to_shards.py create mode 100644 scripts/rebalance_call_import_shards.py create mode 100644 tests/test_db_sharding/__init__.py create mode 100644 tests/test_db_sharding/test_pool_manager.py create mode 100644 tests/test_db_sharding/test_router.py create mode 100644 tests/test_db_sharding/test_row_ops_eval.py create mode 100644 tests/test_db_sharding/test_scatter_gather_api.py diff --git a/app/api/v1/routes/call_import_evaluations.py b/app/api/v1/routes/call_import_evaluations.py index cf212589..c10caa0f 100644 --- a/app/api/v1/routes/call_import_evaluations.py +++ b/app/api/v1/routes/call_import_evaluations.py @@ -486,6 +486,14 @@ def _serialize_eval( db, row.organization_id, metric_ids_for_lookup ) + from app.services.call_imports.progress_counters import ( + flush_eval_progress_to_catalog, + merge_eval_counters_for_ui, + ) + + flush_eval_progress_to_catalog(db, row.id) + ui_completed, ui_failed = merge_eval_counters_for_ui(row) + return CallImportEvaluationResponse( id=row.id, call_import_id=row.call_import_id, @@ -513,8 +521,8 @@ def _serialize_eval( ], status=row.status, total_rows=row.total_rows, - completed_rows=row.completed_rows, - failed_rows=row.failed_rows, + completed_rows=ui_completed, + failed_rows=ui_failed, error_message=row.error_message, llm_provider=row.llm_provider, llm_model=row.llm_model, @@ -1570,8 +1578,40 @@ def _apply_direction(column_expr): # so a typo'd / stale ``sort_by`` doesn't quietly invert the # default order. query = query.order_by(CallImportRow.row_index.asc()) - total = query.count() - rows = query.offset((page - 1) * page_size).limit(page_size).all() + from app.db_sharding.scatter_gather import load_evaluation_row_pairs + from app.db_sharding.sessions import is_sharding_enabled + + if is_sharding_enabled(): + all_rows = list(load_evaluation_row_pairs(db, eval_id)) + if status_filter: + status_value = status_filter.strip().lower() + all_rows = [ + (eval_row_obj, source_row) + for eval_row_obj, source_row in all_rows + if (eval_row_obj.status or "").lower() == status_value + ] + if q and q.strip(): + needle = q.strip().lower() + all_rows = [ + (eval_row_obj, source_row) + for eval_row_obj, source_row in all_rows + if needle in (source_row.conversation_id or "").lower() + or needle in (source_row.transcript or "").lower() + or needle in (source_row.diarised_transcript or "").lower() + ] + if flow_parent_id or discovered_parent_id or metric_id: + from app.db_sharding.eval_rows import scatter_gather_eval_query + + all_rows = scatter_gather_eval_query( + db, lambda session: query.with_session(session).all() + ) + else: + all_rows.sort(key=lambda pair: int(pair[1].row_index or 0)) + total = len(all_rows) + rows = all_rows[(page - 1) * page_size : page * page_size] + else: + total = query.count() + rows = query.offset((page - 1) * page_size).limit(page_size).all() # Row detail shows the diarised transcript that normal metrics score. items: List[CallImportEvaluationRowResponse] = [ @@ -1782,13 +1822,25 @@ def _add_metric_column(metric: Metric) -> None: *metric_headers, ] - rows = ( - db.query(CallImportEvaluationRow, CallImportRow) - .join(CallImportRow, CallImportRow.id == CallImportEvaluationRow.call_import_row_id) - .filter(CallImportEvaluationRow.evaluation_id == eval_id) - .order_by(CallImportRow.row_index.asc()) - .all() - ) + from app.db_sharding.scatter_gather import load_evaluation_row_pairs + from app.db_sharding.sessions import is_sharding_enabled + + if is_sharding_enabled(): + rows = sorted( + load_evaluation_row_pairs(db, eval_id), + key=lambda pair: int(pair[1].row_index or 0), + ) + else: + rows = ( + db.query(CallImportEvaluationRow, CallImportRow) + .join( + CallImportRow, + CallImportRow.id == CallImportEvaluationRow.call_import_row_id, + ) + .filter(CallImportEvaluationRow.evaluation_id == eval_id) + .order_by(CallImportRow.row_index.asc()) + .all() + ) def _project_rows() -> Iterator[Dict[str, str]]: for eval_row, source_row in rows: @@ -3258,13 +3310,25 @@ async def generate_call_import_evaluation_pdf_report( raise HTTPException(status_code=404, detail="Call import evaluation not found") is_internal = payload.report_type == "internal" - rows = ( - db.query(CallImportEvaluationRow, CallImportRow) - .join(CallImportRow, CallImportRow.id == CallImportEvaluationRow.call_import_row_id) - .filter(CallImportEvaluationRow.evaluation_id == eval_id) - .order_by(CallImportRow.row_index.asc()) - .all() - ) + from app.db_sharding.scatter_gather import load_evaluation_row_pairs + from app.db_sharding.sessions import is_sharding_enabled + + if is_sharding_enabled(): + rows = sorted( + load_evaluation_row_pairs(db, eval_id), + key=lambda pair: int(pair[1].row_index or 0), + ) + else: + rows = ( + db.query(CallImportEvaluationRow, CallImportRow) + .join( + CallImportRow, + CallImportRow.id == CallImportEvaluationRow.call_import_row_id, + ) + .filter(CallImportEvaluationRow.evaluation_id == eval_id) + .order_by(CallImportRow.row_index.asc()) + .all() + ) report_config = payload.report_config if isinstance(payload.report_config, dict) else {} metrics = _display_metrics_for_pdf_report(db, organization_id, evaluation) configured_quality_ids = { @@ -7746,6 +7810,19 @@ async def delete_call_import_evaluation_row( if not evaluation: raise HTTPException(status_code=404, detail="Call import evaluation not found") + from app.db_sharding.sessions import is_sharding_enabled + + if is_sharding_enabled(): + from app.db_sharding.eval_rows import delete_evaluation_row_on_shards + + if not delete_evaluation_row_on_shards(eval_row_id, eval_id): + raise HTTPException( + status_code=404, detail="Evaluation row not found in this run" + ) + _rollup_evaluation_status(evaluation, db) + db.commit() + return Response(status_code=status.HTTP_204_NO_CONTENT) + eval_row = ( db.query(CallImportEvaluationRow) .filter( @@ -8197,6 +8274,18 @@ def _gather_retry_targets( in flight; ``include_completed`` controls whether previously- successful rows are eligible. """ + from app.db_sharding.sessions import is_sharding_enabled + + if is_sharding_enabled(): + from app.db_sharding.eval_rows import gather_retry_targets_sharded + + return gather_retry_targets_sharded( + db, + evaluation, + requested_ids, + include_completed=include_completed, + ) + eval_rows_query = db.query(CallImportEvaluationRow).filter( CallImportEvaluationRow.evaluation_id == evaluation.id ) diff --git a/app/api/v1/routes/call_imports.py b/app/api/v1/routes/call_imports.py index dd8d3f9c..c1f3524e 100644 --- a/app/api/v1/routes/call_imports.py +++ b/app/api/v1/routes/call_imports.py @@ -26,6 +26,7 @@ from app.config import settings from app.core.auth.rbac import require_admin from app.database import get_db +from app.db_sharding.sessions import is_sharding_enabled from app.dependencies import ( get_api_key, get_organization_id, @@ -2505,6 +2506,15 @@ async def get_call_import_detail( if row_limit == 0: rows: List[CallImportRow] = [] + elif is_sharding_enabled() and not search_term and not diarised_status_filter: + from app.db_sharding.scatter_gather import fetch_call_import_rows_page + + rows = fetch_call_import_rows_page( + db, + call_import.id, + offset=row_offset, + limit=row_limit, + ) else: rows = ( rows_query.order_by(CallImportRow.row_index) diff --git a/app/config.py b/app/config.py index a6e7356f..eacc00cd 100644 --- a/app/config.py +++ b/app/config.py @@ -3,7 +3,7 @@ import json import yaml from pathlib import Path -from typing import List, Optional, Union +from typing import Any, Dict, List, Optional, Union from pydantic import field_validator from pydantic_settings import BaseSettings, SettingsConfigDict @@ -30,6 +30,14 @@ class Settings(BaseSettings): POSTGRES_PORT: int = 5432 POSTGRES_DB: str = "efficientai" + # Database sharding (call-import row shards; default off) + DB_SHARDING_ENABLED: bool = False + DB_CATALOG_URL: Optional[str] = None + DB_SHARD_ROW_CHUNK_SIZE: int = 500 + DB_POOL_SIZE: int = 10 + DB_MAX_OVERFLOW: int = 20 + DB_SHARD_ENTRIES: List[dict] = [] + # Redis REDIS_URL: Optional[str] = None REDIS_HOST: str = "localhost" @@ -416,7 +424,21 @@ def load_config_from_file(config_path: str) -> None: f"postgresql://{settings.POSTGRES_USER}:{settings.POSTGRES_PASSWORD}" f"@{settings.POSTGRES_HOST}:{settings.POSTGRES_PORT}/{settings.POSTGRES_DB}" ) - + if "pool_size" in db_config: + settings.DB_POOL_SIZE = int(db_config["pool_size"]) + if "max_overflow" in db_config: + settings.DB_MAX_OVERFLOW = int(db_config["max_overflow"]) + if "catalog_url" in db_config: + settings.DB_CATALOG_URL = db_config["catalog_url"] + sharding_cfg = db_config.get("sharding") or {} + if isinstance(sharding_cfg, dict): + if "enabled" in sharding_cfg: + settings.DB_SHARDING_ENABLED = bool(sharding_cfg["enabled"]) + if "row_chunk_size" in sharding_cfg: + settings.DB_SHARD_ROW_CHUNK_SIZE = int(sharding_cfg["row_chunk_size"]) + if "shards" in db_config and isinstance(db_config["shards"], list): + settings.DB_SHARD_ENTRIES = list(db_config["shards"]) + if "redis" in config_data: redis_config = config_data["redis"] if "url" in redis_config: diff --git a/app/core/migrations.py b/app/core/migrations.py index 531e49aa..06f81ee8 100644 --- a/app/core/migrations.py +++ b/app/core/migrations.py @@ -8,7 +8,7 @@ from pathlib import Path from typing import List, Optional, Tuple from sqlalchemy import text, inspect -from sqlalchemy.orm import Session +from sqlalchemy.orm import Session, sessionmaker from sqlalchemy.exc import ProgrammingError from app.database import engine, SessionLocal, Base import logging @@ -19,11 +19,44 @@ MIGRATIONS_DIR = Path(__file__).parent.parent / "migrations" +def _migration_scope_for_file(migration_file: Path) -> str: + import importlib.util + + version = migration_file.stem + spec = importlib.util.spec_from_file_location(f"migrations_scope_{version}", migration_file) + if spec is None or spec.loader is None: + return "all" + module = importlib.util.module_from_spec(spec) + spec.loader.exec_module(module) + return str(getattr(module, "MIGRATION_SCOPE", "all") or "all") + + +def _migration_applies_to_engine(migration_file: Path, engine_role: str) -> bool: + if engine_role in ("all", "legacy"): + return True + scope = _migration_scope_for_file(migration_file) + if scope == "all": + return True + return scope == engine_role + + +def _engine_role_for_url(engine_url: str) -> str: + from app.config import settings + + if not getattr(settings, "DB_SHARDING_ENABLED", False): + return "legacy" + catalog_url = getattr(settings, "DB_CATALOG_URL", None) or settings.DATABASE_URL + if str(engine_url) == str(catalog_url): + return "catalog" + return "shard" + + class MigrationRunner: """Handles running database migrations in order.""" - def __init__(self, db: Session): + def __init__(self, db: Session, *, engine_role: str = "legacy"): self.db = db + self.engine_role = engine_role self.ensure_migrations_table() def ensure_migrations_table(self): @@ -81,6 +114,8 @@ def get_pending_migrations(self) -> List[Path]: for migration_file in migration_files: version = migration_file.stem # filename without .py if version not in applied and not version.startswith("__"): + if not _migration_applies_to_engine(migration_file, self.engine_role): + continue pending.append(migration_file) return pending @@ -163,85 +198,77 @@ def run_migrations(): """ Run all pending database migrations. This should be called on application startup. - + + When sharding is enabled, applies the same migration set to each unique + engine URL (catalog + row shards) until catalog/shard split (Phase 8). + Raises: RuntimeError: If migrations fail, preventing application startup """ + from app.db_sharding.pool_manager import db_pool_manager + # Ensure logging is configured at INFO level logging.basicConfig( level=logging.INFO, format='%(asctime)s - %(name)s - %(levelname)s - %(message)s', force=True ) - + logger.info("=" * 60) logger.info("πŸ”„ Starting database migrations...") logger.info("=" * 60) - - db = SessionLocal() - try: - runner = MigrationRunner(db) - - # Check current migration status - applied = runner.get_applied_migrations() - pending = runner.get_pending_migrations() - - if applied: - logger.info(f"πŸ“Š Currently applied migrations: {len(applied)}") - for version in applied[-5:]: # Show last 5 - logger.info(f" βœ“ {version}") - if len(applied) > 5: - logger.info(f" ... and {len(applied) - 5} more") - - if not pending: - logger.info("βœ… Database is up to date - no migrations needed") - return - - # Run migrations - success = runner.run_all() - if not success: - logger.error("") - logger.error("=" * 60) - logger.error("❌ MIGRATION FAILED - Application cannot start!") - logger.error("=" * 60) - logger.error("The application will not start until migrations succeed.") - logger.error("") - logger.error("To diagnose the issue:") - logger.error(" 1. Run: eai migrate --verbose") - logger.error(" 2. Check the error messages above") - logger.error(" 3. Fix any database schema issues") - logger.error("=" * 60) - raise RuntimeError("Database migrations failed") - - # Verify migrations were applied - logger.info("") - logger.info("πŸ” Verifying migrations were applied...") - final_pending = runner.get_pending_migrations() - if final_pending: - logger.warning(f"⚠️ Warning: {len(final_pending)} migration(s) still pending after run:") - for migration_file in final_pending: - logger.warning(f" - {migration_file.name}") - logger.warning("This may indicate a migration tracking issue.") - else: - logger.info("βœ… Verification complete - all migrations applied successfully") - - logger.info("=" * 60) - - except RuntimeError: - # Re-raise RuntimeError (migration failures) - raise - except Exception as e: - logger.error("") - logger.error("=" * 60) - logger.error("❌ UNEXPECTED ERROR during migrations!") - logger.error("=" * 60) - logger.error(f"Error: {e}") - import traceback - logger.error(f"Traceback:\n{traceback.format_exc()}") - logger.error("=" * 60) - raise - finally: - db.close() + + engines = db_pool_manager.all_engines_for_migrations() + for idx, eng in enumerate(engines): + url_hint = str(eng.url).split("@")[-1] if eng.url else f"engine-{idx}" + logger.info("Migration target: %s", url_hint) + factory = sessionmaker(autocommit=False, autoflush=False, bind=eng) + db = factory() + try: + engine_role = _engine_role_for_url(str(eng.url)) + runner = MigrationRunner(db, engine_role=engine_role) + + applied = runner.get_applied_migrations() + pending = runner.get_pending_migrations() + + if applied: + logger.info(f"πŸ“Š Currently applied migrations: {len(applied)}") + for version in applied[-5:]: + logger.info(f" βœ“ {version}") + if len(applied) > 5: + logger.info(f" ... and {len(applied) - 5} more") + + if not pending: + logger.info("βœ… Database is up to date - no migrations needed (%s)", url_hint) + continue + + success = runner.run_all() + if not success: + logger.error("") + logger.error("=" * 60) + logger.error("❌ MIGRATION FAILED - Application cannot start!") + logger.error("=" * 60) + logger.error("Target: %s", url_hint) + raise RuntimeError("Database migrations failed") + + final_pending = runner.get_pending_migrations() + if final_pending: + logger.warning( + f"⚠️ Warning: {len(final_pending)} migration(s) still pending after run on {url_hint}" + ) + else: + logger.info("βœ… Verification complete - all migrations applied (%s)", url_hint) + except RuntimeError: + raise + except Exception as e: + logger.error("❌ UNEXPECTED ERROR during migrations on %s: %s", url_hint, e) + import traceback + logger.error(f"Traceback:\n{traceback.format_exc()}") + raise + finally: + db.close() + + logger.info("=" * 60) def check_migrations_status() -> Tuple[bool, List[str]]: diff --git a/app/database.py b/app/database.py index 8fda0d0b..7d1001db 100644 --- a/app/database.py +++ b/app/database.py @@ -1,20 +1,32 @@ """Database connection and session management.""" -from sqlalchemy import create_engine -from sqlalchemy.orm import declarative_base, sessionmaker -from app.config import settings - -# Create database engine -engine = create_engine( - settings.DATABASE_URL, - pool_pre_ping=True, - pool_size=10, - max_overflow=20, - connect_args={"options": "-c timezone=UTC"}, -) - -# Create session factory -SessionLocal = sessionmaker(autocommit=False, autoflush=False, bind=engine) +from sqlalchemy.orm import declarative_base + +from app.db_sharding.pool_manager import db_pool_manager + +class _EngineProxy: + """Proxy so `from app.database import engine` works after lazy init.""" + + def __getattr__(self, name): + return getattr(db_pool_manager.catalog_engine, name) + + def __repr__(self): + return repr(db_pool_manager.catalog_engine) + + +engine = _EngineProxy() + + +class _SessionLocalFactory: + def __call__(self): + factory = db_pool_manager.catalog_session_factory() + return factory() + + def __getattr__(self, name): + return getattr(db_pool_manager.catalog_session_factory(), name) + + +SessionLocal = _SessionLocalFactory() # Base class for models Base = declarative_base() @@ -41,16 +53,15 @@ def init_db(): # on a fresh database. import app.models.database # noqa: F401 - Base.metadata.create_all(bind=engine) + for eng in db_pool_manager.all_engines_for_migrations(): + Base.metadata.create_all(bind=eng) _run_column_migrations() def _run_column_migrations(): """Add new columns to existing tables if they don't exist yet.""" - from sqlalchemy import text, inspect - - inspector = inspect(engine) - + from sqlalchemy import inspect, text + migrations = [ ("evaluators", "name", "ALTER TABLE evaluators ADD COLUMN name VARCHAR"), ("evaluators", "custom_prompt", "ALTER TABLE evaluators ADD COLUMN custom_prompt TEXT"), @@ -60,23 +71,28 @@ def _run_column_migrations(): ("evaluators", "llm_provider", "ALTER TABLE evaluators ADD COLUMN llm_provider VARCHAR"), ("evaluators", "llm_model", "ALTER TABLE evaluators ADD COLUMN llm_model VARCHAR"), ] - - with engine.begin() as conn: - existing_cols = {c["name"] for c in inspector.get_columns("evaluators")} - - for table, column, ddl in migrations: - if ddl and column not in existing_cols: - conn.execute(text(ddl)) - - nullable_changes = [ - ("evaluators", "agent_id"), - ("evaluators", "persona_id"), - ("evaluators", "scenario_id"), - ("evaluator_results", "agent_id"), - ] - for table, column in nullable_changes: - try: - conn.execute(text(f"ALTER TABLE {table} ALTER COLUMN {column} DROP NOT NULL")) - except Exception: - pass + for eng in db_pool_manager.all_engines_for_migrations(): + inspector = inspect(eng) + if not inspector.has_table("evaluators"): + continue + with eng.begin() as conn: + existing_cols = {c["name"] for c in inspector.get_columns("evaluators")} + + for table, column, ddl in migrations: + if ddl and column not in existing_cols: + conn.execute(text(ddl)) + + nullable_changes = [ + ("evaluators", "agent_id"), + ("evaluators", "persona_id"), + ("evaluators", "scenario_id"), + ("evaluator_results", "agent_id"), + ] + for table, column in nullable_changes: + if not inspector.has_table(table): + continue + try: + conn.execute(text(f"ALTER TABLE {table} ALTER COLUMN {column} DROP NOT NULL")) + except Exception: + pass diff --git a/app/db_sharding/__init__.py b/app/db_sharding/__init__.py new file mode 100644 index 00000000..3788c55c --- /dev/null +++ b/app/db_sharding/__init__.py @@ -0,0 +1,13 @@ +"""Platform data-plane sharding: pools, routing, sessions (call-import rows today).""" + +from app.db_sharding.pool_manager import db_pool_manager +from app.db_sharding.router import ShardRouter +from app.db_sharding.sessions import catalog_session, is_sharding_enabled, row_shard_session + +__all__ = [ + "ShardRouter", + "catalog_session", + "db_pool_manager", + "is_sharding_enabled", + "row_shard_session", +] diff --git a/app/db_sharding/eval_rows.py b/app/db_sharding/eval_rows.py new file mode 100644 index 00000000..0d34708a --- /dev/null +++ b/app/db_sharding/eval_rows.py @@ -0,0 +1,178 @@ +"""Evaluation row lookups and fan-out helpers for sharded data plane.""" + +from __future__ import annotations + +from contextlib import contextmanager +from typing import Callable, List, Optional, Sequence, Tuple, TypeVar +from uuid import UUID + +from sqlalchemy.orm import Query, Session + +from app.db_sharding.pool_manager import db_pool_manager +from app.db_sharding.row_ops import ( + close_row_sessions, + locate_call_import_evaluation_row, +) +from app.db_sharding.scatter_gather import load_evaluation_row_pairs +from app.db_sharding.sessions import is_sharding_enabled +from app.models.database import CallImportEvaluation, CallImportEvaluationRow, CallImportRow + +T = TypeVar("T") + + +def scatter_gather_eval_query( + catalog_db: Session, + build_query: Callable[[Session], Query], +) -> List[T]: + """Run the same ORM query on each row shard and concatenate results.""" + if not is_sharding_enabled(): + return list(build_query(catalog_db).all()) + + merged: List[T] = [] + router = db_pool_manager.router + assert router is not None + for shard_id in router.shard_ids: + factory = db_pool_manager.shard_session_factory(shard_id) + shard_db = factory() + try: + merged.extend(build_query(shard_db).all()) + finally: + shard_db.close() + return merged + + +def scatter_gather_eval_query_count( + catalog_db: Session, + build_query: Callable[[Session], Query], +) -> int: + if not is_sharding_enabled(): + return int(build_query(catalog_db).count()) + total = 0 + router = db_pool_manager.router + assert router is not None + for shard_id in router.shard_ids: + factory = db_pool_manager.shard_session_factory(shard_id) + shard_db = factory() + try: + total += int(build_query(shard_db).count()) + finally: + shard_db.close() + return total + + +def paginate_pairs( + pairs: Sequence[Tuple[CallImportEvaluationRow, CallImportRow]], + *, + page: int, + page_size: int, +) -> Tuple[int, List[Tuple[CallImportEvaluationRow, CallImportRow]]]: + ordered = sorted(pairs, key=lambda pair: int(pair[1].row_index or 0)) + total = len(ordered) + start = max(0, (page - 1) * page_size) + end = start + page_size + return total, list(ordered[start:end]) + + +def gather_retry_targets_sharded( + catalog_db: Session, + evaluation: CallImportEvaluation, + requested_ids: Optional[List[UUID]], + *, + include_completed: bool, +) -> Tuple[List[Tuple[CallImportEvaluationRow, CallImportRow]], List]: + """Return (targets, skipped_as_dict_list) for bulk retry when sharding is on.""" + from app.models.schemas import CallImportEvaluationRetrySkippedItem + + pairs = load_evaluation_row_pairs(catalog_db, evaluation.id) + eval_by_id = {er.id: (er, sr) for er, sr in pairs} + + targets: List[Tuple[CallImportEvaluationRow, CallImportRow]] = [] + skipped: List[CallImportEvaluationRetrySkippedItem] = [] + + if requested_ids is None: + if include_completed: + candidate_ids = [ + er.id + for er, _ in pairs + if er.status in ("failed", "completed") + ] + else: + candidate_ids = [er.id for er, _ in pairs if er.status == "failed"] + else: + requested_set = set(requested_ids) + candidate_ids = [eid for eid in requested_set if eid in eval_by_id] + for missing in requested_set - set(candidate_ids): + skipped.append( + CallImportEvaluationRetrySkippedItem( + eval_row_id=missing, + reason="unknown", + ) + ) + + for eid in candidate_ids: + eval_row, source_row = eval_by_id[eid] + if eval_row.status in {"pending", "running"}: + skipped.append( + CallImportEvaluationRetrySkippedItem( + eval_row_id=eval_row.id, + reason="in_progress", + ) + ) + continue + if eval_row.status == "completed" and not include_completed: + skipped.append( + CallImportEvaluationRetrySkippedItem( + eval_row_id=eval_row.id, + reason="completed", + ) + ) + continue + targets.append((eval_row, source_row)) + + return targets, skipped + + +@contextmanager +def evaluation_row_session(eval_row_id: UUID | str): + """Yield (row_db, catalog_db, eval_row, source_row, shard_id).""" + row_db, catalog_db, eval_row, source_row, shard_id = ( + locate_call_import_evaluation_row(eval_row_id) + ) + try: + yield row_db, catalog_db, eval_row, source_row, shard_id + finally: + close_row_sessions(row_db, catalog_db) + + +def delete_evaluation_row_on_shards( + eval_row_id: UUID, + evaluation_id: UUID, +) -> bool: + """Delete eval row from the shard that holds it. Returns True if deleted.""" + if not is_sharding_enabled(): + return False + router = db_pool_manager.router + assert router is not None + for shard_id in router.shard_ids: + factory = db_pool_manager.shard_session_factory(shard_id) + shard_db = factory() + try: + eval_row = ( + shard_db.query(CallImportEvaluationRow) + .filter( + CallImportEvaluationRow.id == eval_row_id, + CallImportEvaluationRow.evaluation_id == evaluation_id, + ) + .first() + ) + if eval_row is None: + continue + shard_db.delete(eval_row) + shard_db.commit() + return True + except Exception: + shard_db.rollback() + raise + finally: + shard_db.close() + return False diff --git a/app/db_sharding/import_dispatch.py b/app/db_sharding/import_dispatch.py new file mode 100644 index 00000000..d84e10b9 --- /dev/null +++ b/app/db_sharding/import_dispatch.py @@ -0,0 +1,301 @@ +"""Per-shard import and diarization dispatch helpers.""" + +from __future__ import annotations + +from typing import List, Optional, Tuple +from uuid import UUID + +from sqlalchemy.orm import Session + +from app.db_sharding.pool_manager import db_pool_manager +from app.db_sharding.sessions import is_sharding_enabled +from app.models.database import CallImport, CallImportRow +from app.models.enums import CallImportRowStatus, CallImportStatus + + +def pending_import_workspaces(catalog_db: Session) -> List[UUID]: + if not is_sharding_enabled(): + rows = ( + catalog_db.query(CallImport.workspace_id) + .join(CallImportRow, CallImportRow.call_import_id == CallImport.id) + .filter( + CallImport.status != CallImportStatus.DELETING, + CallImportRow.status == CallImportRowStatus.PENDING, + CallImportRow.celery_task_id.is_(None), + ) + .distinct() + .all() + ) + return sorted({row[0] for row in rows if row[0] is not None}) + + import_ids: set[UUID] = set() + router = db_pool_manager.router + assert router is not None + for shard_id in router.shard_ids: + factory = db_pool_manager.shard_session_factory(shard_id) + shard_db = factory() + try: + rows = ( + shard_db.query(CallImportRow.call_import_id) + .filter( + CallImportRow.status == CallImportRowStatus.PENDING, + CallImportRow.celery_task_id.is_(None), + ) + .distinct() + .all() + ) + import_ids.update(row[0] for row in rows if row[0] is not None) + finally: + shard_db.close() + if not import_ids: + return [] + rows = ( + catalog_db.query(CallImport.workspace_id) + .filter( + CallImport.id.in_(import_ids), + CallImport.status != CallImportStatus.DELETING, + ) + .distinct() + .all() + ) + return sorted({row[0] for row in rows if row[0] is not None}) + + +def call_imports_with_pending_rows( + catalog_db: Session, + workspace_id: UUID, +) -> List[UUID]: + if not is_sharding_enabled(): + rows = ( + catalog_db.query(CallImport.id) + .join(CallImportRow, CallImportRow.call_import_id == CallImport.id) + .filter( + CallImport.workspace_id == workspace_id, + CallImport.status != CallImportStatus.DELETING, + CallImportRow.status == CallImportRowStatus.PENDING, + CallImportRow.celery_task_id.is_(None), + ) + .distinct() + .all() + ) + return sorted({row[0] for row in rows if row[0] is not None}) + + candidates = [ + row[0] + for row in catalog_db.query(CallImport.id) + .filter( + CallImport.workspace_id == workspace_id, + CallImport.status != CallImportStatus.DELETING, + ) + .all() + if row[0] is not None + ] + pending: set[UUID] = set() + router = db_pool_manager.router + assert router is not None + for shard_id in router.shard_ids: + factory = db_pool_manager.shard_session_factory(shard_id) + shard_db = factory() + try: + rows = ( + shard_db.query(CallImportRow.call_import_id) + .filter( + CallImportRow.call_import_id.in_(candidates), + CallImportRow.status == CallImportRowStatus.PENDING, + CallImportRow.celery_task_id.is_(None), + ) + .distinct() + .all() + ) + pending.update(row[0] for row in rows if row[0] is not None) + finally: + shard_db.close() + return sorted(pending) + + +def pending_import_row_for_call_import( + catalog_db: Session, + call_import_id: UUID, +) -> Optional[Tuple[CallImportRow, CallImport]]: + call_import = ( + catalog_db.query(CallImport) + .filter( + CallImport.id == call_import_id, + CallImport.status != CallImportStatus.DELETING, + ) + .first() + ) + if call_import is None: + return None + + if not is_sharding_enabled(): + row = ( + catalog_db.query(CallImportRow) + .filter( + CallImportRow.call_import_id == call_import_id, + CallImportRow.status == CallImportRowStatus.PENDING, + CallImportRow.celery_task_id.is_(None), + ) + .order_by(CallImportRow.created_at.asc()) + .first() + ) + return (row, call_import) if row is not None else None + + router = db_pool_manager.router + assert router is not None + for shard_id in router.shard_ids: + factory = db_pool_manager.shard_session_factory(shard_id) + shard_db = factory() + try: + row = ( + shard_db.query(CallImportRow) + .filter( + CallImportRow.call_import_id == call_import_id, + CallImportRow.status == CallImportRowStatus.PENDING, + CallImportRow.celery_task_id.is_(None), + ) + .order_by(CallImportRow.created_at.asc()) + .first() + ) + if row is not None: + return row, call_import + finally: + shard_db.close() + return None + + +def pending_diarization_workspaces(catalog_db: Session) -> List[UUID]: + if not is_sharding_enabled(): + rows = ( + catalog_db.query(CallImport.workspace_id) + .join(CallImportRow, CallImportRow.call_import_id == CallImport.id) + .filter( + CallImportRow.diarised_transcript_status == "pending", + CallImportRow.celery_task_id.is_(None), + ) + .distinct() + .all() + ) + return sorted({row[0] for row in rows if row[0] is not None}) + + import_ids: set[UUID] = set() + router = db_pool_manager.router + assert router is not None + for shard_id in router.shard_ids: + factory = db_pool_manager.shard_session_factory(shard_id) + shard_db = factory() + try: + rows = ( + shard_db.query(CallImportRow.call_import_id) + .filter( + CallImportRow.diarised_transcript_status == "pending", + CallImportRow.celery_task_id.is_(None), + ) + .distinct() + .all() + ) + import_ids.update(row[0] for row in rows if row[0] is not None) + finally: + shard_db.close() + if not import_ids: + return [] + rows = ( + catalog_db.query(CallImport.workspace_id) + .filter(CallImport.id.in_(import_ids)) + .distinct() + .all() + ) + return sorted({row[0] for row in rows if row[0] is not None}) + + +def call_imports_with_pending_diarization( + catalog_db: Session, + workspace_id: UUID, +) -> List[UUID]: + if not is_sharding_enabled(): + rows = ( + catalog_db.query(CallImport.id) + .join(CallImportRow, CallImportRow.call_import_id == CallImport.id) + .filter( + CallImport.workspace_id == workspace_id, + CallImportRow.diarised_transcript_status == "pending", + CallImportRow.celery_task_id.is_(None), + ) + .distinct() + .all() + ) + return sorted({row[0] for row in rows if row[0] is not None}) + + candidates = [ + row[0] + for row in catalog_db.query(CallImport.id) + .filter(CallImport.workspace_id == workspace_id) + .all() + if row[0] is not None + ] + pending: set[UUID] = set() + router = db_pool_manager.router + assert router is not None + for shard_id in router.shard_ids: + factory = db_pool_manager.shard_session_factory(shard_id) + shard_db = factory() + try: + rows = ( + shard_db.query(CallImportRow.call_import_id) + .filter( + CallImportRow.call_import_id.in_(candidates), + CallImportRow.diarised_transcript_status == "pending", + CallImportRow.celery_task_id.is_(None), + ) + .distinct() + .all() + ) + pending.update(row[0] for row in rows if row[0] is not None) + finally: + shard_db.close() + return sorted(pending) + + +def pending_diarization_row_for_call_import( + catalog_db: Session, + call_import_id: UUID, +) -> Optional[Tuple[CallImportRow, CallImport]]: + call_import = ( + catalog_db.query(CallImport).filter(CallImport.id == call_import_id).first() + ) + if call_import is None: + return None + if not is_sharding_enabled(): + row = ( + catalog_db.query(CallImportRow) + .filter( + CallImportRow.call_import_id == call_import_id, + CallImportRow.diarised_transcript_status == "pending", + CallImportRow.celery_task_id.is_(None), + ) + .order_by(CallImportRow.created_at.asc()) + .first() + ) + return (row, call_import) if row is not None else None + + router = db_pool_manager.router + assert router is not None + for shard_id in router.shard_ids: + factory = db_pool_manager.shard_session_factory(shard_id) + shard_db = factory() + try: + row = ( + shard_db.query(CallImportRow) + .filter( + CallImportRow.call_import_id == call_import_id, + CallImportRow.diarised_transcript_status == "pending", + CallImportRow.celery_task_id.is_(None), + ) + .order_by(CallImportRow.created_at.asc()) + .first() + ) + if row is not None: + return row, call_import + finally: + shard_db.close() + return None diff --git a/app/db_sharding/pool_manager.py b/app/db_sharding/pool_manager.py new file mode 100644 index 00000000..72871977 --- /dev/null +++ b/app/db_sharding/pool_manager.py @@ -0,0 +1,215 @@ +"""SQLAlchemy engines and session factories for catalog + row shards.""" + +from __future__ import annotations + +from dataclasses import dataclass +from typing import Dict, List, Optional + +from sqlalchemy import create_engine +from sqlalchemy.engine import Engine, make_url +from sqlalchemy.orm import Session, sessionmaker + +from app.db_sharding.router import ShardRouter + + +@dataclass(frozen=True) +class ShardEntry: + id: str + url: str + + +class DatabasePoolManager: + """Lazy-init pools from application settings.""" + + def __init__(self) -> None: + self._initialized = False + self._sharding_enabled = False + self._catalog_engine: Optional[Engine] = None + self._legacy_engine: Optional[Engine] = None + self._shard_engines: Dict[str, Engine] = {} + self._catalog_session_factory: Optional[sessionmaker] = None + self._legacy_session_factory: Optional[sessionmaker] = None + self._shard_session_factories: Dict[str, sessionmaker] = {} + self._router: Optional[ShardRouter] = None + self._shard_entries: List[ShardEntry] = [] + + @property + def sharding_enabled(self) -> bool: + self._ensure_initialized() + return self._sharding_enabled + + @property + def router(self) -> Optional[ShardRouter]: + self._ensure_initialized() + return self._router + + @property + def catalog_engine(self) -> Engine: + self._ensure_initialized() + if self._sharding_enabled: + assert self._catalog_engine is not None + return self._catalog_engine + assert self._legacy_engine is not None + return self._legacy_engine + + def shard_engine(self, shard_id: str) -> Engine: + self._ensure_initialized() + if not self._sharding_enabled: + return self.catalog_engine + try: + return self._shard_engines[shard_id] + except KeyError as exc: + raise KeyError(f"unknown shard id: {shard_id}") from exc + + def catalog_session_factory(self) -> sessionmaker: + self._ensure_initialized() + if self._sharding_enabled: + assert self._catalog_session_factory is not None + return self._catalog_session_factory + assert self._legacy_session_factory is not None + return self._legacy_session_factory + + def shard_session_factory(self, shard_id: str) -> sessionmaker: + self._ensure_initialized() + if not self._sharding_enabled: + return self.catalog_session_factory() + return self._shard_session_factories[shard_id] + + def all_engines_for_migrations(self) -> List[Engine]: + """Engines that should receive schema migrations (unique URLs).""" + self._ensure_initialized() + seen: set[str] = set() + engines: List[Engine] = [] + for eng in [self.catalog_engine, *self._shard_engines.values()]: + url = str(eng.url) + if url in seen: + continue + seen.add(url) + engines.append(eng) + return engines + + def reset(self) -> None: + """Dispose engines (tests).""" + for eng in list(self._shard_engines.values()): + eng.dispose() + if self._catalog_engine is not None: + self._catalog_engine.dispose() + if self._legacy_engine is not None: + self._legacy_engine.dispose() + self._initialized = False + self._catalog_engine = None + self._legacy_engine = None + self._shard_engines.clear() + self._catalog_session_factory = None + self._legacy_session_factory = None + self._shard_session_factories.clear() + self._router = None + self._shard_entries: List[ShardEntry] = [] + self._sharding_enabled = False + + def _ensure_initialized(self) -> None: + if not self._initialized: + from app.config import settings + + self._configure_from_settings(settings) + + def _configure_from_settings(self, settings) -> None: + pool_size = int(getattr(settings, "DB_POOL_SIZE", 10)) + max_overflow = int(getattr(settings, "DB_MAX_OVERFLOW", 20)) + + def make_engine(url: str) -> Engine: + return create_engine(url, **_create_engine_kwargs(url, pool_size, max_overflow)) + + enabled = bool(getattr(settings, "DB_SHARDING_ENABLED", False)) + database_url = settings.DATABASE_URL + if not database_url: + raise RuntimeError("DATABASE_URL is not configured") + + if not enabled: + self._legacy_engine = make_engine(database_url) + self._legacy_session_factory = sessionmaker( + autocommit=False, autoflush=False, bind=self._legacy_engine + ) + self._sharding_enabled = False + self._initialized = True + return + + catalog_url = getattr(settings, "DB_CATALOG_URL", None) or database_url + shard_entries = _parse_shard_entries(settings, fallback_url=database_url) + chunk_size = int(getattr(settings, "DB_SHARD_ROW_CHUNK_SIZE", 500)) + shard_pool_size = pool_size + shard_max_overflow = max_overflow + if len(shard_entries) > 1: + shard_pool_size = max(2, pool_size // 2) + shard_max_overflow = max(2, max_overflow // 2) + + self._catalog_engine = make_engine(catalog_url) + self._catalog_session_factory = sessionmaker( + autocommit=False, autoflush=False, bind=self._catalog_engine + ) + self._shard_entries = shard_entries + for entry in shard_entries: + eng = create_engine( + entry.url, + **_create_engine_kwargs(entry.url, shard_pool_size, shard_max_overflow), + ) + self._shard_engines[entry.id] = eng + self._shard_session_factories[entry.id] = sessionmaker( + autocommit=False, autoflush=False, bind=eng + ) + self._router = ShardRouter( + [e.id for e in shard_entries], + row_chunk_size=chunk_size, + ) + self._sharding_enabled = True + self._initialized = True + + +def _create_engine_kwargs(url: str, pool_size: int, max_overflow: int) -> dict: + """Dialect-appropriate kwargs (SQLite tests use SingletonThreadPool).""" + dialect_name = make_url(url).get_backend_name() + if dialect_name == "sqlite": + return {"pool_pre_ping": True} + return { + "pool_pre_ping": True, + "pool_size": pool_size, + "max_overflow": max_overflow, + "connect_args": {"options": "-c timezone=UTC"}, + } + + +def _parse_shard_entries(settings, *, fallback_url: str) -> List[ShardEntry]: + raw = getattr(settings, "DB_SHARD_ENTRIES", None) or [] + entries: List[ShardEntry] = [] + for item in raw: + if not isinstance(item, dict): + continue + shard_id = str(item.get("id") or "").strip() + url = str(item.get("url") or "").strip() + if shard_id and url: + entries.append(ShardEntry(id=shard_id, url=url)) + if not entries: + entries.append(ShardEntry(id="data-shard-01", url=fallback_url)) + return entries + + +db_pool_manager = DatabasePoolManager() + + +def open_catalog_session() -> Session: + factory = db_pool_manager.catalog_session_factory() + return factory() + + +def open_row_shard_session( + call_import_id, + row_index: int, +) -> tuple[Session, str]: + manager = db_pool_manager + if not manager.sharding_enabled: + return open_catalog_session(), "legacy" + router = manager.router + assert router is not None + shard_id = router.shard_id_for_row(call_import_id, row_index) + session = manager.shard_session_factory(shard_id)() + return session, shard_id diff --git a/app/db_sharding/registry.py b/app/db_sharding/registry.py new file mode 100644 index 00000000..88ecd2cd --- /dev/null +++ b/app/db_sharding/registry.py @@ -0,0 +1,30 @@ +"""Load shard slice registry from catalog DB for router overrides.""" + +from __future__ import annotations + +import uuid +from typing import Dict, Tuple + +from sqlalchemy import select +from sqlalchemy.orm import Session + + +def load_slice_registry_for_import( + db: Session, + call_import_id: uuid.UUID | str, +) -> Dict[Tuple[str, int], str]: + """ + Returns mapping (call_import_id str, slice_id) -> shard_id from + ``call_import_shard_slices``. Empty when table missing or no rows. + """ + from app.models.database import CallImportShardSlice + + cid = call_import_id if isinstance(call_import_id, uuid.UUID) else uuid.UUID(str(call_import_id)) + rows = db.execute( + select( + CallImportShardSlice.slice_id, + CallImportShardSlice.shard_id, + ).where(CallImportShardSlice.call_import_id == cid) + ).all() + key_prefix = str(cid) + return {(key_prefix, int(slice_id)): str(shard_id) for slice_id, shard_id in rows} diff --git a/app/db_sharding/router.py b/app/db_sharding/router.py new file mode 100644 index 00000000..d32454a7 --- /dev/null +++ b/app/db_sharding/router.py @@ -0,0 +1,75 @@ +"""Consistent-hash routing for call-import row shards.""" + +from __future__ import annotations + +import hashlib +import uuid +from typing import List, Sequence + + +def _normalize_import_id(call_import_id: uuid.UUID | str) -> str: + if isinstance(call_import_id, uuid.UUID): + return str(call_import_id) + return str(call_import_id) + + +class ShardRouter: + """ + Maps (call_import_id, row_index) to a configured shard id. + + slice_id = row_index // chunk_size; physical shard = + hash(call_import_id, slice_id) mod N. With one shard configured, + every route hits that shard (single-node enterprise mode). + """ + + def __init__( + self, + shard_ids: Sequence[str], + *, + row_chunk_size: int = 500, + ) -> None: + if row_chunk_size < 1: + raise ValueError("row_chunk_size must be >= 1") + if not shard_ids: + raise ValueError("at least one shard id is required when sharding is enabled") + self._shard_ids: List[str] = list(shard_ids) + self.row_chunk_size = row_chunk_size + + @property + def shard_ids(self) -> List[str]: + return list(self._shard_ids) + + @property + def shard_count(self) -> int: + return len(self._shard_ids) + + def slice_id_for_row_index(self, row_index: int) -> int: + if row_index < 0: + raise ValueError("row_index must be >= 0") + return row_index // self.row_chunk_size + + def shard_id_for_row( + self, + call_import_id: uuid.UUID | str, + row_index: int, + *, + slice_registry: dict[tuple[str, int], str] | None = None, + ) -> str: + slice_id = self.slice_id_for_row_index(row_index) + if slice_registry: + key = (_normalize_import_id(call_import_id), slice_id) + override = slice_registry.get(key) + if override is not None: + return override + return self.shard_id_for_slice(call_import_id, slice_id) + + def shard_id_for_slice( + self, + call_import_id: uuid.UUID | str, + slice_id: int, + ) -> str: + key = f"{_normalize_import_id(call_import_id)}:{slice_id}" + digest = hashlib.sha256(key.encode("utf-8")).digest() + bucket = int.from_bytes(digest[:8], "big") + idx = bucket % len(self._shard_ids) + return self._shard_ids[idx] diff --git a/app/db_sharding/row_ops.py b/app/db_sharding/row_ops.py new file mode 100644 index 00000000..b8df9793 --- /dev/null +++ b/app/db_sharding/row_ops.py @@ -0,0 +1,365 @@ +"""Row placement, lookup, and bulk insert across shards.""" + +from __future__ import annotations + +from collections import defaultdict +from typing import Any, Dict, Iterable, List, Optional, Tuple +from uuid import UUID, uuid4 + +from sqlalchemy.orm import Session +from sqlalchemy import text + +from app.db_sharding.pool_manager import db_pool_manager, open_catalog_session +from app.db_sharding.registry import load_slice_registry_for_import +from app.db_sharding.sessions import is_sharding_enabled +from app.models.database import CallImport, CallImportRow, CallImportShardSlice +from app.models.database import CallImportEvaluationRow + + +def router_for_import(catalog_db: Session, call_import_id: UUID) -> Tuple[Any, Optional[dict]]: + """Return (router, slice_registry) for routing rows of this import.""" + manager = db_pool_manager + router = manager.router + if router is None: + return None, None + registry = load_slice_registry_for_import(catalog_db, call_import_id) + return router, registry or None + + +def shard_id_for_row( + catalog_db: Session, + call_import_id: UUID, + row_index: int, +) -> str: + if not is_sharding_enabled(): + return "legacy" + router, registry = router_for_import(catalog_db, call_import_id) + assert router is not None + return router.shard_id_for_row( + call_import_id, + row_index, + slice_registry=registry, + ) + + +def register_shard_slices( + catalog_db: Session, + call_import_id: UUID, + total_rows: int, +) -> None: + """Persist slice β†’ shard assignments on the catalog for an import.""" + if not is_sharding_enabled() or total_rows <= 0: + return + router, _ = router_for_import(catalog_db, call_import_id) + assert router is not None + chunk = router.row_chunk_size + slice_meta: Dict[int, Dict[str, Any]] = {} + for idx in range(total_rows): + slice_id = idx // chunk + if slice_id not in slice_meta: + shard_id = router.shard_id_for_row(call_import_id, idx) + slice_meta[slice_id] = { + "shard_id": shard_id, + "row_index_min": idx, + "row_index_max": idx, + } + else: + slice_meta[slice_id]["row_index_max"] = idx + for slice_id, meta in slice_meta.items(): + catalog_db.merge( + CallImportShardSlice( + call_import_id=call_import_id, + slice_id=slice_id, + shard_id=meta["shard_id"], + row_index_min=meta["row_index_min"], + row_index_max=meta["row_index_max"], + ) + ) + catalog_db.flush() + + +def partition_mappings_by_shard( + catalog_db: Session, + call_import_id: UUID, + mappings: Iterable[dict], +) -> Dict[str, List[dict]]: + buckets: Dict[str, List[dict]] = defaultdict(list) + if not is_sharding_enabled(): + buckets["legacy"] = list(mappings) + return buckets + router, registry = router_for_import(catalog_db, call_import_id) + assert router is not None + for mapping in mappings: + row_index = int(mapping["row_index"]) + shard_id = router.shard_id_for_row( + call_import_id, + row_index, + slice_registry=registry, + ) + buckets[shard_id].append(mapping) + return buckets + + +def _shard_write_without_catalog_fks(shard_db: Session) -> None: + """Allow row inserts on shards when parent rows live on catalog only.""" + shard_db.execute(text("SET session_replication_role = replica")) + + +def _reset_shard_write_role(shard_db: Session) -> None: + shard_db.execute(text("SET session_replication_role = DEFAULT")) + + +def bulk_insert_mappings_on_shards( + catalog_db: Session, + call_import_id: UUID, + mappings: List[dict], + *, + orm_class=CallImportRow, +) -> int: + """Insert row mappings on the correct shard sessions; catalog_db unused when legacy.""" + if not mappings: + return 0 + if not is_sharding_enabled(): + catalog_db.bulk_insert_mappings(orm_class, mappings) + catalog_db.flush() + return len(mappings) + + from app.models.database import CallImportRow as RowModel + + buckets = partition_mappings_by_shard(catalog_db, call_import_id, mappings) + inserted = 0 + for shard_id, shard_mappings in buckets.items(): + factory = db_pool_manager.shard_session_factory(shard_id) + shard_db = factory() + try: + _shard_write_without_catalog_fks(shard_db) + shard_db.bulk_insert_mappings(RowModel, shard_mappings) + shard_db.commit() + inserted += len(shard_mappings) + except Exception: + shard_db.rollback() + raise + finally: + try: + _reset_shard_write_role(shard_db) + except Exception: + pass + shard_db.close() + return inserted + + +def partition_eval_mappings_by_shard( + catalog_db: Session, + call_import_id: UUID, + mappings: Iterable[dict], + *, + index_by_source_id: dict[UUID, int], +) -> Dict[str, List[dict]]: + buckets: Dict[str, List[dict]] = defaultdict(list) + if not is_sharding_enabled(): + buckets["legacy"] = list(mappings) + return buckets + router, registry = router_for_import(catalog_db, call_import_id) + assert router is not None + for mapping in mappings: + source_id = mapping["call_import_row_id"] + row_index = index_by_source_id.get(source_id) + if row_index is None: + raise ValueError(f"unknown call_import_row_id for sharded eval insert: {source_id}") + shard_id = router.shard_id_for_row( + call_import_id, + row_index, + slice_registry=registry, + ) + buckets[shard_id].append(mapping) + return buckets + + +def bulk_insert_evaluation_rows_on_shards( + catalog_db: Session, + call_import_id: UUID, + evaluation_id: UUID, + source_row_ids: List[UUID], + *, + index_by_source_id: dict[UUID, int], +) -> int: + """Insert eval-row stubs on the same shard as each source import row.""" + from app.models.database import CallImportEvaluationRow as EvalRowModel + + if not source_row_ids: + return 0 + if not is_sharding_enabled(): + mappings = [ + { + "id": uuid4(), + "evaluation_id": evaluation_id, + "call_import_row_id": source_row_id, + "status": "pending", + "metric_scores": {}, + } + for source_row_id in source_row_ids + ] + catalog_db.bulk_insert_mappings(EvalRowModel, mappings) + catalog_db.flush() + return len(mappings) + + inserted = 0 + for start in range(0, len(source_row_ids), 500): + chunk = source_row_ids[start : start + 500] + mappings = [ + { + "id": uuid4(), + "evaluation_id": evaluation_id, + "call_import_row_id": source_row_id, + "status": "pending", + "metric_scores": {}, + } + for source_row_id in chunk + ] + buckets = partition_eval_mappings_by_shard( + catalog_db, + call_import_id, + mappings, + index_by_source_id=index_by_source_id, + ) + for shard_id, shard_mappings in buckets.items(): + factory = db_pool_manager.shard_session_factory(shard_id) + shard_db = factory() + try: + _shard_write_without_catalog_fks(shard_db) + shard_db.bulk_insert_mappings(EvalRowModel, shard_mappings) + shard_db.commit() + inserted += len(shard_mappings) + except Exception: + shard_db.rollback() + raise + finally: + try: + _reset_shard_write_role(shard_db) + except Exception: + pass + shard_db.close() + return inserted + + +def locate_call_import_row( + row_id: UUID | str, +) -> Tuple[Session, Optional[Session], CallImportRow, str]: + """ + Find a call import row. Returns (row_db, catalog_db, row, shard_id). + + When sharding is off, row_db and catalog_db are the same session. + Caller must close session(s): if catalog_db is not row_db, close both. + """ + from app.database import SessionLocal + + rid = row_id if isinstance(row_id, UUID) else UUID(str(row_id)) + if not is_sharding_enabled(): + db = SessionLocal() + row = db.query(CallImportRow).filter(CallImportRow.id == rid).first() + if row is None: + db.close() + raise LookupError(f"call_import_row {rid} not found") + return db, db, row, "legacy" + + router = db_pool_manager.router + assert router is not None + for shard_id in router.shard_ids: + factory = db_pool_manager.shard_session_factory(shard_id) + shard_db = factory() + try: + row = shard_db.query(CallImportRow).filter(CallImportRow.id == rid).first() + if row is not None: + catalog_db = open_catalog_session() + return shard_db, catalog_db, row, shard_id + except Exception: + shard_db.close() + raise + shard_db.close() + raise LookupError(f"call_import_row {rid} not found on any shard") + + +def locate_call_import_evaluation_row( + eval_row_id: UUID | str, +) -> Tuple[Session, Optional[Session], CallImportEvaluationRow, CallImportRow, str]: + """ + Find eval + source rows. Returns + (row_db, catalog_db, eval_row, source_row, shard_id). + """ + from app.database import SessionLocal + from app.models.database import CallImportEvaluationRow + + eid = eval_row_id if isinstance(eval_row_id, UUID) else UUID(str(eval_row_id)) + if not is_sharding_enabled(): + db = SessionLocal() + row = ( + db.query(CallImportEvaluationRow, CallImportRow) + .join( + CallImportRow, + CallImportRow.id == CallImportEvaluationRow.call_import_row_id, + ) + .filter(CallImportEvaluationRow.id == eid) + .first() + ) + if row is None: + db.close() + raise LookupError(f"call_import_evaluation_row {eid} not found") + eval_row, source_row = row + return db, db, eval_row, source_row, "legacy" + + router = db_pool_manager.router + assert router is not None + for shard_id in router.shard_ids: + factory = db_pool_manager.shard_session_factory(shard_id) + shard_db = factory() + try: + row = ( + shard_db.query(CallImportEvaluationRow, CallImportRow) + .join( + CallImportRow, + CallImportRow.id == CallImportEvaluationRow.call_import_row_id, + ) + .filter(CallImportEvaluationRow.id == eid) + .first() + ) + if row is not None: + eval_row, source_row = row + catalog_db = open_catalog_session() + return shard_db, catalog_db, eval_row, source_row, shard_id + except Exception: + shard_db.close() + raise + shard_db.close() + raise LookupError(f"call_import_evaluation_row {eid} not found on any shard") + + +def close_row_sessions(row_db: Session, catalog_db: Optional[Session]) -> None: + row_db.close() + if catalog_db is not None and catalog_db is not row_db: + catalog_db.close() + + +def new_row_mapping( + *, + call_import: CallImport, + organization_id: UUID, + workspace_id: UUID, + row_index: int, + row: dict, + transcript_source: Optional[str], +) -> dict: + csv_transcript = row["transcript"] + return { + "id": uuid4(), + "call_import_id": call_import.id, + "organization_id": organization_id, + "workspace_id": workspace_id, + "row_index": row_index, + "conversation_id": row["conversation_id"], + "recording_date": row.get("recording_date"), + "recording_url": row["recording_url"], + "transcript": csv_transcript, + "transcript_source": transcript_source, + "raw_columns": row.get("parameter_values") or None, + "status": row.get("status"), + } diff --git a/app/db_sharding/scatter_gather.py b/app/db_sharding/scatter_gather.py new file mode 100644 index 00000000..f841e37d --- /dev/null +++ b/app/db_sharding/scatter_gather.py @@ -0,0 +1,615 @@ +"""Scatter-gather reads and fan-out writes across row shards.""" + +from __future__ import annotations + +from concurrent.futures import ThreadPoolExecutor, as_completed +from typing import Callable, Iterable, List, Optional, Sequence, TypeVar +from uuid import UUID + +from sqlalchemy import case, func +from sqlalchemy.orm import Session + +from app.db_sharding.pool_manager import db_pool_manager +from app.db_sharding.sessions import is_sharding_enabled +from app.models.database import CallImportEvaluation, CallImportEvaluationRow, CallImportRow + +T = TypeVar("T") + + +def shard_ids_for_import(catalog_db: Session, call_import_id: UUID) -> List[str]: + """Shard ids that may hold rows for this import (from registry or all shards).""" + if not is_sharding_enabled(): + return ["legacy"] + from app.db_sharding.registry import load_slice_registry_for_import + + registry = load_slice_registry_for_import(catalog_db, call_import_id) + if registry: + return sorted({v for v in registry.values()}) + router = db_pool_manager.router + assert router is not None + return list(router.shard_ids) + + +def scatter_gather_on_shards( + shard_ids: Sequence[str], + fn: Callable[[Session, str], T], + *, + max_workers: Optional[int] = None, +) -> List[T]: + if not is_sharding_enabled() or len(shard_ids) <= 1: + sid = shard_ids[0] if shard_ids else "legacy" + if sid == "legacy": + from app.database import SessionLocal + + db = SessionLocal() + try: + return [fn(db, sid)] + finally: + db.close() + factory = db_pool_manager.shard_session_factory(sid) + db = factory() + try: + return [fn(db, sid)] + finally: + db.close() + + workers = max_workers or min(len(shard_ids), 6) + results: List[T] = [] + with ThreadPoolExecutor(max_workers=workers) as pool: + futures = {} + for shard_id in shard_ids: + futures[pool.submit(_run_on_shard, shard_id, fn)] = shard_id + for future in as_completed(futures): + results.append(future.result()) + return results + + +def _run_on_shard(shard_id: str, fn: Callable[[Session, str], T]) -> T: + factory = db_pool_manager.shard_session_factory(shard_id) + db = factory() + try: + return fn(db, shard_id) + finally: + db.close() + + +def merge_rows_by_index(rows: Iterable[CallImportRow]) -> List[CallImportRow]: + return sorted(rows, key=lambda r: int(r.row_index or 0)) + + +def pending_eval_workspaces(catalog_db: Session) -> List[UUID]: + """Workspaces with pending eval rows (catalog + shard queries when sharded).""" + if not is_sharding_enabled(): + return _pending_eval_workspaces_mono(catalog_db) + + evaluation_ids: set[UUID] = set() + + def collect_pending(db: Session, _shard_id: str) -> List[UUID]: + rows = ( + db.query(CallImportEvaluationRow.evaluation_id) + .filter( + CallImportEvaluationRow.status == "pending", + CallImportEvaluationRow.celery_task_id.is_(None), + ) + .distinct() + .all() + ) + return [row[0] for row in rows if row[0] is not None] + + router = db_pool_manager.router + assert router is not None + for shard_id in router.shard_ids: + factory = db_pool_manager.shard_session_factory(shard_id) + shard_db = factory() + try: + for eid in collect_pending(shard_db, shard_id): + evaluation_ids.add(eid) + finally: + shard_db.close() + + if not evaluation_ids: + return [] + + rows = ( + catalog_db.query(CallImportEvaluation.workspace_id) + .filter( + CallImportEvaluation.id.in_(evaluation_ids), + CallImportEvaluation.status != "cancelled", + ) + .distinct() + .all() + ) + return sorted({row[0] for row in rows if row[0] is not None}) + + +def _pending_eval_workspaces_mono(db: Session) -> List[UUID]: + from app.models.database import CallImportEvaluation + + rows = ( + db.query(CallImportEvaluation.workspace_id) + .join( + CallImportEvaluationRow, + CallImportEvaluationRow.evaluation_id == CallImportEvaluation.id, + ) + .filter( + CallImportEvaluation.status != "cancelled", + CallImportEvaluationRow.status == "pending", + CallImportEvaluationRow.celery_task_id.is_(None), + ) + .distinct() + .all() + ) + return sorted({row[0] for row in rows if row[0] is not None}) + + +def evaluations_with_pending_rows( + catalog_db: Session, + workspace_id: UUID, +) -> List[UUID]: + if not is_sharding_enabled(): + return _evaluations_with_pending_mono(catalog_db, workspace_id) + + from app.models.database import CallImportEvaluation + + eval_ids = [ + row[0] + for row in catalog_db.query(CallImportEvaluation.id) + .filter( + CallImportEvaluation.workspace_id == workspace_id, + CallImportEvaluation.status != "cancelled", + ) + .all() + if row[0] is not None + ] + if not eval_ids: + return [] + + pending: set[UUID] = set() + router = db_pool_manager.router + assert router is not None + + for shard_id in router.shard_ids: + factory = db_pool_manager.shard_session_factory(shard_id) + shard_db = factory() + try: + rows = ( + shard_db.query(CallImportEvaluationRow.evaluation_id) + .filter( + CallImportEvaluationRow.evaluation_id.in_(eval_ids), + CallImportEvaluationRow.status == "pending", + CallImportEvaluationRow.celery_task_id.is_(None), + ) + .distinct() + .all() + ) + pending.update(row[0] for row in rows if row[0] is not None) + finally: + shard_db.close() + return sorted(pending) + + +def _evaluations_with_pending_mono(db: Session, workspace_id: UUID) -> List[UUID]: + from app.models.database import CallImportEvaluation + + rows = ( + db.query(CallImportEvaluation.id) + .join( + CallImportEvaluationRow, + CallImportEvaluationRow.evaluation_id == CallImportEvaluation.id, + ) + .filter( + CallImportEvaluation.workspace_id == workspace_id, + CallImportEvaluation.status != "cancelled", + CallImportEvaluationRow.status == "pending", + CallImportEvaluationRow.celery_task_id.is_(None), + ) + .distinct() + .all() + ) + return sorted({row[0] for row in rows if row[0] is not None}) + + +def pending_eval_row_triples( + catalog_db: Session, + evaluation_id: UUID, + *, + limit: int, +) -> List[tuple]: + """Return (eval_row, source_row, evaluation) tuples up to limit.""" + from app.models.database import CallImportEvaluation + + evaluation = ( + catalog_db.query(CallImportEvaluation) + .filter(CallImportEvaluation.id == evaluation_id) + .first() + ) + if evaluation is None: + return [] + + if not is_sharding_enabled(): + return ( + catalog_db.query(CallImportEvaluationRow, CallImportRow, CallImportEvaluation) + .join( + CallImportRow, + CallImportRow.id == CallImportEvaluationRow.call_import_row_id, + ) + .join( + CallImportEvaluation, + CallImportEvaluation.id == CallImportEvaluationRow.evaluation_id, + ) + .filter( + CallImportEvaluation.id == evaluation_id, + CallImportEvaluation.status != "cancelled", + CallImportEvaluationRow.status == "pending", + CallImportEvaluationRow.celery_task_id.is_(None), + ) + .order_by(CallImportEvaluationRow.created_at.asc()) + .limit(limit) + .all() + ) + + collected: List[tuple] = [] + router = db_pool_manager.router + assert router is not None + for shard_id in router.shard_ids: + if len(collected) >= limit: + break + factory = db_pool_manager.shard_session_factory(shard_id) + shard_db = factory() + try: + batch = ( + shard_db.query(CallImportEvaluationRow, CallImportRow) + .join( + CallImportRow, + CallImportRow.id == CallImportEvaluationRow.call_import_row_id, + ) + .filter( + CallImportEvaluationRow.evaluation_id == evaluation_id, + CallImportEvaluationRow.status == "pending", + CallImportEvaluationRow.celery_task_id.is_(None), + ) + .order_by(CallImportEvaluationRow.created_at.asc()) + .limit(max(1, limit - len(collected))) + .all() + ) + for eval_row, source_row in batch: + collected.append((eval_row, source_row, evaluation)) + finally: + shard_db.close() + return collected + + +def aggregate_evaluation_row_counts( + catalog_db: Session, + evaluation_id: UUID, +) -> tuple[int, int, int]: + """Return (total, completed, failed) across all shards.""" + from sqlalchemy import case, func + + if not is_sharding_enabled(): + row = ( + catalog_db.query( + func.count(CallImportEvaluationRow.id), + func.coalesce( + func.sum( + case( + (CallImportEvaluationRow.status == "completed", 1), + else_=0, + ) + ), + 0, + ), + func.coalesce( + func.sum( + case( + (CallImportEvaluationRow.status == "failed", 1), + else_=0, + ) + ), + 0, + ), + ) + .filter(CallImportEvaluationRow.evaluation_id == evaluation_id) + .one() + ) + return int(row[0] or 0), int(row[1] or 0), int(row[2] or 0) + + total = completed = failed = 0 + router = db_pool_manager.router + assert router is not None + for shard_id in router.shard_ids: + factory = db_pool_manager.shard_session_factory(shard_id) + shard_db = factory() + try: + row = ( + shard_db.query( + func.count(CallImportEvaluationRow.id), + func.coalesce( + func.sum( + case( + (CallImportEvaluationRow.status == "completed", 1), + else_=0, + ) + ), + 0, + ), + func.coalesce( + func.sum( + case( + (CallImportEvaluationRow.status == "failed", 1), + else_=0, + ) + ), + 0, + ), + ) + .filter(CallImportEvaluationRow.evaluation_id == evaluation_id) + .one() + ) + total += int(row[0] or 0) + completed += int(row[1] or 0) + failed += int(row[2] or 0) + finally: + shard_db.close() + return total, completed, failed + + +def count_eval_rows_in_progress(catalog_db: Session, evaluation_id: UUID) -> int: + from sqlalchemy import func + + if not is_sharding_enabled(): + return int( + catalog_db.query(func.count()) + .filter( + CallImportEvaluationRow.evaluation_id == evaluation_id, + CallImportEvaluationRow.status.in_(["pending", "running"]), + ) + .scalar() + or 0 + ) + + total = 0 + router = db_pool_manager.router + assert router is not None + for shard_id in router.shard_ids: + factory = db_pool_manager.shard_session_factory(shard_id) + shard_db = factory() + try: + total += int( + shard_db.query(func.count()) + .filter( + CallImportEvaluationRow.evaluation_id == evaluation_id, + CallImportEvaluationRow.status.in_(["pending", "running"]), + ) + .scalar() + or 0 + ) + finally: + shard_db.close() + return total + + +def fetch_call_import_rows_page( + catalog_db: Session, + call_import_id: UUID, + *, + offset: int, + limit: int, +) -> List[CallImportRow]: + """Scatter-gather row list merged by row_index.""" + if not is_sharding_enabled(): + return ( + catalog_db.query(CallImportRow) + .filter(CallImportRow.call_import_id == call_import_id) + .order_by(CallImportRow.row_index.asc()) + .offset(offset) + .limit(limit) + .all() + ) + + merged: List[CallImportRow] = [] + + def load_shard(db: Session, _shard_id: str) -> List[CallImportRow]: + return ( + db.query(CallImportRow) + .filter(CallImportRow.call_import_id == call_import_id) + .order_by(CallImportRow.row_index.asc()) + .all() + ) + + shard_ids = shard_ids_for_import(catalog_db, call_import_id) + for part in scatter_gather_on_shards(shard_ids, load_shard): + merged.extend(part) + merged = merge_rows_by_index(merged) + if not merged: + merged = _legacy_catalog_rows(catalog_db, call_import_id) + return merged[offset : offset + limit] + + +def _legacy_catalog_rows( + catalog_db: Session, + call_import_id: UUID, +) -> List[CallImportRow]: + """Pre-sharding rows still stored on the catalog DB (same DB as headers).""" + return ( + catalog_db.query(CallImportRow) + .filter(CallImportRow.call_import_id == call_import_id) + .order_by(CallImportRow.row_index.asc()) + .all() + ) + + +def count_call_import_rows( + catalog_db: Session, + call_import_id: UUID, +) -> int: + """Total rows for an import (shards + optional legacy catalog copy).""" + if not is_sharding_enabled(): + return int( + catalog_db.query(func.count(CallImportRow.id)) + .filter(CallImportRow.call_import_id == call_import_id) + .scalar() + or 0 + ) + total = 0 + shard_ids = shard_ids_for_import(catalog_db, call_import_id) + + def count_shard(db: Session, _shard_id: str) -> int: + return int( + db.query(func.count(CallImportRow.id)) + .filter(CallImportRow.call_import_id == call_import_id) + .scalar() + or 0 + ) + + for part in scatter_gather_on_shards(shard_ids, count_shard): + total += int(part) + if total == 0: + total = int( + catalog_db.query(func.count(CallImportRow.id)) + .filter(CallImportRow.call_import_id == call_import_id) + .scalar() + or 0 + ) + return total + + +def list_source_row_ids_ordered( + catalog_db: Session, + call_import_id: UUID, +) -> List[UUID]: + """All source row ids for an import, ordered by row_index.""" + if not is_sharding_enabled(): + rows = ( + catalog_db.query(CallImportRow.id) + .filter(CallImportRow.call_import_id == call_import_id) + .order_by(CallImportRow.row_index.asc()) + .all() + ) + return [row[0] for row in rows if row[0] is not None] + + merged = _legacy_catalog_rows(catalog_db, call_import_id) + shard_ids = shard_ids_for_import(catalog_db, call_import_id) + + def load_shard(db: Session, _shard_id: str) -> List[CallImportRow]: + return ( + db.query(CallImportRow) + .filter(CallImportRow.call_import_id == call_import_id) + .order_by(CallImportRow.row_index.asc()) + .all() + ) + + for part in scatter_gather_on_shards(shard_ids, load_shard): + merged.extend(part) + merged = merge_rows_by_index(merged) + return [row.id for row in merged if row.id is not None] + + +def source_row_index_map( + catalog_db: Session, + call_import_id: UUID, +) -> dict[UUID, int]: + """Map call_import_row id -> row_index (for shard routing eval rows).""" + if not is_sharding_enabled(): + rows = ( + catalog_db.query(CallImportRow.id, CallImportRow.row_index) + .filter(CallImportRow.call_import_id == call_import_id) + .all() + ) + return {row_id: int(row_index or 0) for row_id, row_index in rows} + + merged: List[CallImportRow] = list(_legacy_catalog_rows(catalog_db, call_import_id)) + shard_ids = shard_ids_for_import(catalog_db, call_import_id) + + def load_shard(db: Session, _shard_id: str) -> List[CallImportRow]: + return ( + db.query(CallImportRow) + .filter(CallImportRow.call_import_id == call_import_id) + .all() + ) + + for part in scatter_gather_on_shards(shard_ids, load_shard): + merged.extend(part) + merged = merge_rows_by_index(merged) + return {row.id: int(row.row_index or 0) for row in merged if row.id is not None} + + +def count_evaluation_cancel_targets_sharded( + catalog_db: Session, + evaluation_id: UUID, + *, + pending_only: bool, + in_progress_only: bool, +) -> int: + """Count eval rows eligible for cancel across row shards.""" + from sqlalchemy import func + + if not is_sharding_enabled(): + query = catalog_db.query(func.count(CallImportEvaluationRow.id)).filter( + CallImportEvaluationRow.evaluation_id == evaluation_id + ) + if in_progress_only: + query = query.filter( + CallImportEvaluationRow.status.in_(("pending", "running")) + ) + elif pending_only: + query = query.filter(CallImportEvaluationRow.status == "pending") + return int(query.scalar() or 0) + + total = 0 + router = db_pool_manager.router + assert router is not None + for shard_id in router.shard_ids: + factory = db_pool_manager.shard_session_factory(shard_id) + shard_db = factory() + try: + query = shard_db.query(func.count(CallImportEvaluationRow.id)).filter( + CallImportEvaluationRow.evaluation_id == evaluation_id + ) + if in_progress_only: + query = query.filter( + CallImportEvaluationRow.status.in_(("pending", "running")) + ) + elif pending_only: + query = query.filter(CallImportEvaluationRow.status == "pending") + total += int(query.scalar() or 0) + finally: + shard_db.close() + return total + + +def load_evaluation_row_pairs( + catalog_db: Session, + evaluation_id: UUID, +) -> List[tuple[CallImportEvaluationRow, CallImportRow]]: + """All eval/source row pairs for insights and PDF aggregation.""" + if not is_sharding_enabled(): + return ( + catalog_db.query(CallImportEvaluationRow, CallImportRow) + .join( + CallImportRow, + CallImportRow.id == CallImportEvaluationRow.call_import_row_id, + ) + .filter(CallImportEvaluationRow.evaluation_id == evaluation_id) + .all() + ) + + pairs: List[tuple[CallImportEvaluationRow, CallImportRow]] = [] + router = db_pool_manager.router + assert router is not None + for shard_id in router.shard_ids: + factory = db_pool_manager.shard_session_factory(shard_id) + shard_db = factory() + try: + pairs.extend( + shard_db.query(CallImportEvaluationRow, CallImportRow) + .join( + CallImportRow, + CallImportRow.id == CallImportEvaluationRow.call_import_row_id, + ) + .filter(CallImportEvaluationRow.evaluation_id == evaluation_id) + .all() + ) + finally: + shard_db.close() + return pairs diff --git a/app/db_sharding/sessions.py b/app/db_sharding/sessions.py new file mode 100644 index 00000000..45a44c64 --- /dev/null +++ b/app/db_sharding/sessions.py @@ -0,0 +1,37 @@ +"""Context managers for catalog and row-shard sessions.""" + +from __future__ import annotations + +from contextlib import contextmanager +from typing import Iterator, Tuple +from uuid import UUID + +from sqlalchemy.orm import Session + +from app.db_sharding.pool_manager import db_pool_manager, open_row_shard_session +from app.db_sharding.pool_manager import open_catalog_session + + +@contextmanager +def catalog_session() -> Iterator[Session]: + db = open_catalog_session() + try: + yield db + finally: + db.close() + + +@contextmanager +def row_shard_session( + call_import_id: UUID | str, + row_index: int, +) -> Iterator[Tuple[Session, str]]: + db, shard_id = open_row_shard_session(call_import_id, row_index) + try: + yield db, shard_id + finally: + db.close() + + +def is_sharding_enabled() -> bool: + return db_pool_manager.sharding_enabled diff --git a/app/migrations/054_call_import_sharding.py b/app/migrations/054_call_import_sharding.py new file mode 100644 index 00000000..272cb425 --- /dev/null +++ b/app/migrations/054_call_import_sharding.py @@ -0,0 +1,230 @@ +""" +Migration: Call-import sharding registry, workspace denorm, dispatch indexes. + +Catalog table ``call_import_shard_slices`` records which shard owns each +slice of rows for an import. Denormalized ``workspace_id`` on row tables +supports shard-local queries without joining catalog parents. +""" + +from sqlalchemy import text +from sqlalchemy.orm import Session + +description = ( + "Add call_import_shard_slices registry, workspace_id on row tables, " + "and dispatch indexes for evaluation and diarization workers." +) + +# ``all`` until catalog/shard migration split (Phase 8 hardening). +MIGRATION_SCOPE = "all" + + +def _column_exists(db: Session, table_name: str, column_name: str) -> bool: + row = db.execute( + text( + """ + SELECT 1 + FROM information_schema.columns + WHERE table_name = :table_name AND column_name = :column_name + """ + ), + {"table_name": table_name, "column_name": column_name}, + ).first() + return row is not None + + +def _table_exists(db: Session, table_name: str) -> bool: + row = db.execute( + text( + """ + SELECT 1 + FROM information_schema.tables + WHERE table_name = :table_name + """ + ), + {"table_name": table_name}, + ).first() + return row is not None + + +def _index_exists(db: Session, index_name: str) -> bool: + row = db.execute( + text( + """ + SELECT 1 FROM pg_indexes WHERE indexname = :index_name + """ + ), + {"index_name": index_name}, + ).first() + return row is not None + + +def upgrade(db: Session): + if not _table_exists(db, "call_import_shard_slices"): + db.execute( + text( + """ + CREATE TABLE call_import_shard_slices ( + call_import_id UUID NOT NULL + REFERENCES call_imports(id) ON DELETE CASCADE, + slice_id INTEGER NOT NULL, + shard_id VARCHAR(64) NOT NULL, + row_index_min INTEGER NOT NULL, + row_index_max INTEGER NOT NULL, + created_at TIMESTAMPTZ NOT NULL DEFAULT NOW(), + PRIMARY KEY (call_import_id, slice_id) + ) + """ + ) + ) + db.execute( + text( + """ + CREATE INDEX ix_call_import_shard_slices_shard + ON call_import_shard_slices (shard_id, call_import_id) + """ + ) + ) + print("Created call_import_shard_slices") + + if _table_exists(db, "call_import_rows") and not _column_exists( + db, "call_import_rows", "workspace_id" + ): + db.execute( + text( + """ + ALTER TABLE call_import_rows + ADD COLUMN workspace_id UUID NULL + """ + ) + ) + db.execute( + text( + """ + UPDATE call_import_rows r + SET workspace_id = c.workspace_id + FROM call_imports c + WHERE r.call_import_id = c.id AND r.workspace_id IS NULL + """ + ) + ) + db.execute( + text( + """ + ALTER TABLE call_import_rows + ALTER COLUMN workspace_id SET NOT NULL + """ + ) + ) + db.execute( + text( + """ + ALTER TABLE call_import_rows + ADD CONSTRAINT fk_call_import_rows_workspace + FOREIGN KEY (workspace_id) REFERENCES workspaces(id) ON DELETE RESTRICT + """ + ) + ) + db.execute( + text( + """ + CREATE INDEX ix_call_import_rows_workspace_id + ON call_import_rows (workspace_id) + """ + ) + ) + print("Added call_import_rows.workspace_id") + + if _table_exists(db, "call_import_evaluation_rows") and not _column_exists( + db, "call_import_evaluation_rows", "workspace_id" + ): + db.execute( + text( + """ + ALTER TABLE call_import_evaluation_rows + ADD COLUMN workspace_id UUID NULL + """ + ) + ) + db.execute( + text( + """ + UPDATE call_import_evaluation_rows er + SET workspace_id = c.workspace_id + FROM call_import_evaluations e + JOIN call_imports c ON c.id = e.call_import_id + WHERE er.evaluation_id = e.id AND er.workspace_id IS NULL + """ + ) + ) + db.execute( + text( + """ + ALTER TABLE call_import_evaluation_rows + ALTER COLUMN workspace_id SET NOT NULL + """ + ) + ) + db.execute( + text( + """ + ALTER TABLE call_import_evaluation_rows + ADD CONSTRAINT fk_call_import_eval_rows_workspace + FOREIGN KEY (workspace_id) REFERENCES workspaces(id) ON DELETE RESTRICT + """ + ) + ) + db.execute( + text( + """ + CREATE INDEX ix_call_import_evaluation_rows_workspace_id + ON call_import_evaluation_rows (workspace_id) + """ + ) + ) + print("Added call_import_evaluation_rows.workspace_id") + + if _table_exists(db, "call_import_evaluation_rows") and not _index_exists( + db, "ix_cier_eval_status_task" + ): + db.execute( + text( + """ + CREATE INDEX ix_cier_eval_status_task + ON call_import_evaluation_rows (evaluation_id, status, celery_task_id) + """ + ) + ) + print("Created ix_cier_eval_status_task") + + if _table_exists(db, "call_import_rows") and not _index_exists( + db, "ix_cir_import_diarise_task" + ): + db.execute( + text( + """ + CREATE INDEX ix_cir_import_diarise_task + ON call_import_rows (call_import_id, diarised_transcript_status, celery_task_id) + """ + ) + ) + print("Created ix_cir_import_diarise_task") + + db.commit() + + +def downgrade(db: Session): + if _index_exists(db, "ix_cir_import_diarise_task"): + db.execute(text("DROP INDEX ix_cir_import_diarise_task")) + if _index_exists(db, "ix_cier_eval_status_task"): + db.execute(text("DROP INDEX ix_cier_eval_status_task")) + if _column_exists(db, "call_import_evaluation_rows", "workspace_id"): + db.execute( + text( + "ALTER TABLE call_import_evaluation_rows DROP COLUMN workspace_id" + ) + ) + if _column_exists(db, "call_import_rows", "workspace_id"): + db.execute(text("ALTER TABLE call_import_rows DROP COLUMN workspace_id")) + if _table_exists(db, "call_import_shard_slices"): + db.execute(text("DROP TABLE call_import_shard_slices")) + db.commit() diff --git a/app/migrations/catalog/README.md b/app/migrations/catalog/README.md new file mode 100644 index 00000000..ff207759 --- /dev/null +++ b/app/migrations/catalog/README.md @@ -0,0 +1,4 @@ +# Catalog-only migrations (headers, registry, integrations). +# Postgres database name is typically ``efficientai_catalog`` (see config.yml.example). +# Set ``MIGRATION_SCOPE = "catalog"`` on new migration modules in this directory +# once the hard split is enforced (Phase 8). diff --git a/app/migrations/shard/README.md b/app/migrations/shard/README.md new file mode 100644 index 00000000..de41e3ea --- /dev/null +++ b/app/migrations/shard/README.md @@ -0,0 +1,3 @@ +# Data-plane shard migrations (row-heavy tables; call-import rows today). +# Postgres databases are typically ``efficientai_data_01``, ``efficientai_data_02``, … +# Set ``MIGRATION_SCOPE = "shard"`` on new migration modules here after split. diff --git a/app/models/database.py b/app/models/database.py index bdb17647..27c7fc8b 100644 --- a/app/models/database.py +++ b/app/models/database.py @@ -1879,6 +1879,23 @@ class CallImport(Base): ) +class CallImportShardSlice(Base): + """Registry row: which shard stores a slice of rows for an import.""" + + __tablename__ = "call_import_shard_slices" + + call_import_id = Column( + UUID(as_uuid=True), + ForeignKey("call_imports.id", ondelete="CASCADE"), + primary_key=True, + ) + slice_id = Column(Integer, primary_key=True) + shard_id = Column(String(64), nullable=False, index=True) + row_index_min = Column(Integer, nullable=False) + row_index_max = Column(Integer, nullable=False) + created_at = Column(DateTime(timezone=True), server_default=func.now()) + + class CallImportRow(Base): """A single row within a CallImport batch (one CSV line / one external call).""" @@ -1895,6 +1912,12 @@ class CallImportRow(Base): index=True, ) organization_id = Column(UUID(as_uuid=True), ForeignKey("organizations.id"), nullable=False, index=True) + workspace_id = Column( + UUID(as_uuid=True), + ForeignKey("workspaces.id", ondelete="RESTRICT"), + nullable=False, + index=True, + ) row_index = Column(Integer, nullable=False) # Was historically named ``external_call_id``; renamed to @@ -2315,6 +2338,12 @@ class CallImportEvaluationRow(Base): nullable=False, index=True, ) + workspace_id = Column( + UUID(as_uuid=True), + ForeignKey("workspaces.id", ondelete="RESTRICT"), + nullable=False, + index=True, + ) status = Column(String(20), nullable=False, default="pending", index=True) # Same shape as EvaluatorResult.metric_scores: {metric_id_str: {value, type, metric_name, ...}} diff --git a/app/services/call_imports/bulk_ops.py b/app/services/call_imports/bulk_ops.py index 14c903fd..c0ac9686 100644 --- a/app/services/call_imports/bulk_ops.py +++ b/app/services/call_imports/bulk_ops.py @@ -13,15 +13,17 @@ from loguru import logger from sqlalchemy.orm import Session, load_only +from sqlalchemy import func + +from app.db_sharding.sessions import is_sharding_enabled from app.models.database import ( CallImport, CallImportEvaluation, CallImportEvaluationRow, CallImportRow, - CallImportRowStatus, ) -from app.models.enums import CallImportStatus +from app.models.enums import CallImportRowStatus, CallImportStatus from app.models.schemas import CallImportTranscribeRequest _BULK_INSERT_CHUNK = 1000 @@ -206,6 +208,10 @@ def _completed_source_row_ids(db: Session, call_import_id: UUID) -> List[UUID]: def count_all_source_rows(db: Session, call_import_id: UUID) -> int: + from app.db_sharding.scatter_gather import count_call_import_rows + + if is_sharding_enabled(): + return count_call_import_rows(db, call_import_id) from sqlalchemy import func return int( @@ -217,6 +223,10 @@ def count_all_source_rows(db: Session, call_import_id: UUID) -> int: def _all_source_row_ids(db: Session, call_import_id: UUID) -> List[UUID]: + from app.db_sharding.scatter_gather import list_source_row_ids_ordered + + if is_sharding_enabled(): + return list_source_row_ids_ordered(db, call_import_id) return [ row_id for (row_id,) in ( @@ -230,6 +240,7 @@ def _all_source_row_ids(db: Session, call_import_id: UUID) -> List[UUID]: def bulk_insert_evaluation_rows( db: Session, + call_import_id: UUID, evaluation_id: UUID, source_row_ids: List[UUID], ) -> None: @@ -237,6 +248,20 @@ def bulk_insert_evaluation_rows( if not source_row_ids: return + if is_sharding_enabled(): + from app.db_sharding.row_ops import bulk_insert_evaluation_rows_on_shards + from app.db_sharding.scatter_gather import source_row_index_map + + index_by_id = source_row_index_map(db, call_import_id) + bulk_insert_evaluation_rows_on_shards( + db, + call_import_id, + evaluation_id, + source_row_ids, + index_by_source_id=index_by_id, + ) + return + for start in range(0, len(source_row_ids), _BULK_INSERT_CHUNK): chunk = source_row_ids[start : start + _BULK_INSERT_CHUNK] mappings = [ @@ -284,26 +309,15 @@ def materialize_and_enqueue_evaluation( db.commit() return - bulk_insert_evaluation_rows(db, evaluation_id, source_row_ids) + bulk_insert_evaluation_rows( + db, evaluation.call_import_id, evaluation_id, source_row_ids + ) db.commit() - eval_rows = ( - db.query(CallImportEvaluationRow) - .filter(CallImportEvaluationRow.evaluation_id == evaluation_id) - .all() - ) - source_rows = ( - db.query(CallImportRow) - .options(load_only(*_EVAL_SOURCE_COLUMNS)) - .filter(CallImportRow.id.in_(source_row_ids)) - .all() - ) - source_by_id = {row.id: row for row in source_rows} - bucket: List[Tuple[CallImportEvaluationRow, CallImportRow]] = [] - for eval_row in eval_rows: - source_row = source_by_id.get(eval_row.call_import_row_id) - if source_row is not None: - bucket.append((eval_row, source_row)) + from app.db_sharding.scatter_gather import load_evaluation_row_pairs + + pairs = load_evaluation_row_pairs(db, evaluation_id) + bucket: List[Tuple[CallImportEvaluationRow, CallImportRow]] = list(pairs) try: _enqueue_eval_rows_with_optional_transcribe( @@ -532,6 +546,7 @@ def bulk_materialize_call_import_rows( "id": uuid4(), "call_import_id": call_import.id, "organization_id": organization_id, + "workspace_id": call_import.workspace_id, "row_index": idx, "conversation_id": row["conversation_id"], "recording_date": ( @@ -548,7 +563,13 @@ def bulk_materialize_call_import_rows( "status": CallImportRowStatus.PENDING, } ) - db.bulk_insert_mappings(CallImportRow, mappings) + from app.db_sharding.row_ops import bulk_insert_mappings_on_shards + + bulk_insert_mappings_on_shards( + db, + call_import.id, + mappings, + ) db.flush() return len(parsed_rows) @@ -606,8 +627,12 @@ def execute_call_import_materialization( .filter(CallImportRow.call_import_id == call_import.id) .limit(1) .first() + if not is_sharding_enabled() + else None ) - if existing_rows is not None: + if existing_rows is not None or ( + is_sharding_enabled() and int(call_import.total_rows or 0) > 0 + ): logger.info( "execute_call_import_materialization: import {} already has rows", call_import_id, @@ -670,6 +695,9 @@ def execute_call_import_materialization( parsed_rows, organization_id, ) + from app.db_sharding.row_ops import register_shard_slices + + register_shard_slices(db, call_import.id, row_count) db.commit() except Exception as exc: # noqa: BLE001 logger.exception( @@ -702,6 +730,101 @@ def execute_call_import_materialization( return {"total_rows": row_count, "status": "processing"} +def _aggregate_import_row_status_counts( + db: Session, + call_import_id: UUID, +) -> tuple[int, int, int, int, int]: + """Return total, completed, failed, pending, processing via SQL aggregate.""" + if is_sharding_enabled(): + from app.db_sharding.pool_manager import db_pool_manager + from app.db_sharding.scatter_gather import shard_ids_for_import + + total = completed = failed = pending = processing = 0 + for shard_id in shard_ids_for_import(db, call_import_id): + factory = db_pool_manager.shard_session_factory(shard_id) + shard_db = factory() + try: + row = ( + shard_db.query( + func.count(CallImportRow.id), + func.count().filter( + CallImportRow.status == CallImportRowStatus.COMPLETED + ), + func.count().filter( + CallImportRow.status == CallImportRowStatus.FAILED + ), + func.count().filter( + CallImportRow.status == CallImportRowStatus.PENDING + ), + func.count().filter( + CallImportRow.status == CallImportRowStatus.PROCESSING + ), + ) + .filter(CallImportRow.call_import_id == call_import_id) + .one() + ) + total += int(row[0] or 0) + completed += int(row[1] or 0) + failed += int(row[2] or 0) + pending += int(row[3] or 0) + processing += int(row[4] or 0) + finally: + shard_db.close() + if total == 0: + row = ( + db.query( + func.count(CallImportRow.id), + func.count().filter( + CallImportRow.status == CallImportRowStatus.COMPLETED + ), + func.count().filter( + CallImportRow.status == CallImportRowStatus.FAILED + ), + func.count().filter( + CallImportRow.status == CallImportRowStatus.PENDING + ), + func.count().filter( + CallImportRow.status == CallImportRowStatus.PROCESSING + ), + ) + .filter(CallImportRow.call_import_id == call_import_id) + .one() + ) + total = int(row[0] or 0) + if total > 0: + return ( + total, + int(row[1] or 0), + int(row[2] or 0), + int(row[3] or 0), + int(row[4] or 0), + ) + return total, completed, failed, pending, processing + + row = ( + db.query( + func.count(CallImportRow.id), + func.count().filter( + CallImportRow.status == CallImportRowStatus.COMPLETED + ), + func.count().filter(CallImportRow.status == CallImportRowStatus.FAILED), + func.count().filter(CallImportRow.status == CallImportRowStatus.PENDING), + func.count().filter( + CallImportRow.status == CallImportRowStatus.PROCESSING + ), + ) + .filter(CallImportRow.call_import_id == call_import_id) + .one() + ) + return ( + int(row[0] or 0), + int(row[1] or 0), + int(row[2] or 0), + int(row[3] or 0), + int(row[4] or 0), + ) + + def rollup_call_import_batch_status(db: Session, call_import: CallImport) -> None: """Recompute batch counters and terminal status on the parent import. @@ -711,17 +834,8 @@ def rollup_call_import_batch_status(db: Session, call_import: CallImport) -> Non parent stuck in ``processing`` once every evaluation run is terminal. """ - counts = ( - db.query(CallImportRow.status) - .filter(CallImportRow.call_import_id == call_import.id) - .all() - ) - total = len(counts) - completed = sum(1 for (status,) in counts if status == CallImportRowStatus.COMPLETED) - failed = sum(1 for (status,) in counts if status == CallImportRowStatus.FAILED) - pending = sum(1 for (status,) in counts if status == CallImportRowStatus.PENDING) - processing = sum( - 1 for (status,) in counts if status == CallImportRowStatus.PROCESSING + total, completed, failed, pending, processing = _aggregate_import_row_status_counts( + db, call_import.id ) pending_or_processing = pending + processing @@ -788,6 +902,15 @@ def count_evaluation_cancel_targets( mode: Literal["abort", "force_fail_pending"], ) -> int: """Count rows eligible for bulk cancel without loading full ORM objects.""" + if is_sharding_enabled(): + from app.db_sharding.scatter_gather import count_evaluation_cancel_targets_sharded + + return count_evaluation_cancel_targets_sharded( + db, + evaluation_id, + pending_only=(mode == "force_fail_pending"), + in_progress_only=(mode == "abort"), + ) from sqlalchemy import func query = db.query(func.count(CallImportEvaluationRow.id)).filter( @@ -837,10 +960,7 @@ def execute_evaluation_cancel( mode: Literal["abort", "force_fail_pending"], ) -> dict: """Cancel eval rows in chunks off the API thread.""" - from app.api.v1.routes.call_import_evaluations import ( - EVAL_CANCELLED_BY_USER_ERROR, - _rollup_evaluation_status, - ) + from app.api.v1.routes.call_import_evaluations import _rollup_evaluation_status evaluation = ( db.query(CallImportEvaluation) @@ -856,41 +976,17 @@ def execute_evaluation_cancel( try: cancelled_total = 0 - while True: - query = ( - db.query(CallImportEvaluationRow) - .options(load_only(*_EVAL_CANCEL_COLUMNS)) - .filter(CallImportEvaluationRow.evaluation_id == evaluation_id) + if is_sharding_enabled(): + cancelled_total = _cancel_evaluation_rows_all_shards( + evaluation_id, + mode=mode, ) - if mode == "abort": - query = query.filter( - CallImportEvaluationRow.status.in_(("pending", "running")) - ) - else: - query = query.filter(CallImportEvaluationRow.status == "pending") - - rows = ( - query.order_by(CallImportEvaluationRow.id.asc()) - .limit(_BULK_INSERT_CHUNK) - .all() + else: + cancelled_total = _cancel_evaluation_rows_on_session( + db, + evaluation_id, + mode=mode, ) - if not rows: - break - - task_ids: List[str] = [] - now = datetime.now(timezone.utc) - for row in rows: - task_id = (row.celery_task_id or "").strip() - if task_id: - task_ids.append(task_id) - row.status = "failed" - row.error_message = EVAL_CANCELLED_BY_USER_ERROR - row.finished_at = now - row.celery_task_id = None - cancelled_total += 1 - - _batch_revoke_celery_task_ids(task_ids, terminate=True) - db.commit() db.refresh(evaluation) _rollup_evaluation_status(evaluation, db) @@ -909,6 +1005,77 @@ def execute_evaluation_cancel( clear_evaluation_bulk_operation(evaluation_id) +def _cancel_evaluation_rows_on_session( + db: Session, + evaluation_id: UUID, + *, + mode: Literal["abort", "force_fail_pending"], +) -> int: + from app.api.v1.routes.call_import_evaluations import EVAL_CANCELLED_BY_USER_ERROR + + cancelled_total = 0 + while True: + query = ( + db.query(CallImportEvaluationRow) + .options(load_only(*_EVAL_CANCEL_COLUMNS)) + .filter(CallImportEvaluationRow.evaluation_id == evaluation_id) + ) + if mode == "abort": + query = query.filter( + CallImportEvaluationRow.status.in_(("pending", "running")) + ) + else: + query = query.filter(CallImportEvaluationRow.status == "pending") + + rows = ( + query.order_by(CallImportEvaluationRow.id.asc()) + .limit(_BULK_INSERT_CHUNK) + .all() + ) + if not rows: + break + + task_ids: List[str] = [] + now = datetime.now(timezone.utc) + for row in rows: + task_id = (row.celery_task_id or "").strip() + if task_id: + task_ids.append(task_id) + row.status = "failed" + row.error_message = EVAL_CANCELLED_BY_USER_ERROR + row.finished_at = now + row.celery_task_id = None + cancelled_total += 1 + + _batch_revoke_celery_task_ids(task_ids, terminate=True) + db.commit() + return cancelled_total + + +def _cancel_evaluation_rows_all_shards( + evaluation_id: UUID, + *, + mode: Literal["abort", "force_fail_pending"], +) -> int: + from app.db_sharding.pool_manager import db_pool_manager + + router = db_pool_manager.router + assert router is not None + total = 0 + for shard_id in router.shard_ids: + factory = db_pool_manager.shard_session_factory(shard_id) + shard_db = factory() + try: + total += _cancel_evaluation_rows_on_session( + shard_db, + evaluation_id, + mode=mode, + ) + finally: + shard_db.close() + return total + + def execute_evaluation_retry( db: Session, evaluation_id: UUID, diff --git a/app/services/call_imports/progress_counters.py b/app/services/call_imports/progress_counters.py new file mode 100644 index 00000000..209af83d --- /dev/null +++ b/app/services/call_imports/progress_counters.py @@ -0,0 +1,212 @@ +"""Redis-backed completion counters with debounced catalog flush.""" + +from __future__ import annotations + +from typing import Optional +from uuid import UUID + +import redis +from loguru import logger +from sqlalchemy.orm import Session + +from app.config import settings + +_redis: redis.Redis | None = None + + +def _client() -> redis.Redis: + global _redis + if _redis is None: + _redis = redis.from_url(settings.REDIS_URL, decode_responses=True) + return _redis + + +def _eval_completed_key(evaluation_id: UUID | str) -> str: + return f"eval:{evaluation_id}:completed" + + +def _eval_failed_key(evaluation_id: UUID | str) -> str: + return f"eval:{evaluation_id}:failed" + + +def _import_completed_key(call_import_id: UUID | str) -> str: + return f"import:{call_import_id}:completed" + + +def _import_failed_key(call_import_id: UUID | str) -> str: + return f"import:{call_import_id}:failed" + + +def record_eval_row_terminal( + evaluation_id: UUID | str, + *, + completed_delta: int = 0, + failed_delta: int = 0, +) -> None: + try: + client = _client() + if completed_delta: + client.hincrby("eval:progress", _eval_completed_key(evaluation_id), completed_delta) + if failed_delta: + client.hincrby("eval:progress", _eval_failed_key(evaluation_id), failed_delta) + except redis.RedisError as exc: + logger.debug("eval progress counter skipped: {}", exc) + + +def record_import_row_terminal( + call_import_id: UUID | str, + *, + completed_delta: int = 0, + failed_delta: int = 0, +) -> None: + try: + client = _client() + if completed_delta: + client.hincrby( + "import:progress", + _import_completed_key(call_import_id), + completed_delta, + ) + if failed_delta: + client.hincrby( + "import:progress", + _import_failed_key(call_import_id), + failed_delta, + ) + except redis.RedisError as exc: + logger.debug("import progress counter skipped: {}", exc) + + +def read_eval_progress(evaluation_id: UUID | str) -> tuple[int, int]: + try: + client = _client() + completed = int(client.hget("eval:progress", _eval_completed_key(evaluation_id)) or 0) + failed = int(client.hget("eval:progress", _eval_failed_key(evaluation_id)) or 0) + return completed, failed + except redis.RedisError: + return 0, 0 + + +def flush_eval_progress_to_catalog(db: Session, evaluation_id: UUID) -> None: + """Merge Redis deltas into catalog parent columns (best-effort).""" + from app.models.database import CallImportEvaluation + + completed_delta, failed_delta = read_eval_progress(evaluation_id) + if not completed_delta and not failed_delta: + return + evaluation = ( + db.query(CallImportEvaluation) + .filter(CallImportEvaluation.id == evaluation_id) + .first() + ) + if evaluation is None: + return + evaluation.completed_rows = int(evaluation.completed_rows or 0) + completed_delta + evaluation.failed_rows = int(evaluation.failed_rows or 0) + failed_delta + db.flush() + try: + client = _client() + if completed_delta: + client.hincrby( + "eval:progress", + _eval_completed_key(evaluation_id), + -completed_delta, + ) + if failed_delta: + client.hincrby( + "eval:progress", + _eval_failed_key(evaluation_id), + -failed_delta, + ) + except redis.RedisError: + pass + + +def merge_eval_counters_for_ui( + evaluation, +) -> tuple[int, int]: + """Catalog counters plus unflushed Redis deltas for progress display.""" + completed = int(getattr(evaluation, "completed_rows", 0) or 0) + failed = int(getattr(evaluation, "failed_rows", 0) or 0) + rc, rf = read_eval_progress(evaluation.id) + return completed + rc, failed + rf + + +def read_import_progress(call_import_id: UUID | str) -> tuple[int, int]: + try: + client = _client() + completed = int( + client.hget("import:progress", _import_completed_key(call_import_id)) or 0 + ) + failed = int( + client.hget("import:progress", _import_failed_key(call_import_id)) or 0 + ) + return completed, failed + except redis.RedisError: + return 0, 0 + + +def merge_import_counters_for_ui(call_import) -> tuple[int, int]: + completed = int(getattr(call_import, "completed_rows", 0) or 0) + failed = int(getattr(call_import, "failed_rows", 0) or 0) + rc, rf = read_import_progress(call_import.id) + return completed + rc, failed + rf + + +def record_import_row_status_transition( + call_import_id: UUID | str, + *, + previous_status: str, + new_status: str, +) -> None: + from app.workers.tasks.evaluate_call_import_row_core import ( + counter_deltas_for_status_transition, + ) + + def _norm(value) -> str: + raw = getattr(value, "value", value) + return str(raw or "").strip().lower() + + completed_delta, failed_delta = counter_deltas_for_status_transition( + _norm(previous_status), + _norm(new_status), + ) + if completed_delta or failed_delta: + record_import_row_terminal( + call_import_id, + completed_delta=completed_delta, + failed_delta=failed_delta, + ) + + +def flush_import_progress_to_catalog(db: Session, call_import_id: UUID) -> None: + """Merge Redis import deltas into catalog parent (best-effort).""" + from app.models.database import CallImport + + completed_delta, failed_delta = read_import_progress(call_import_id) + if not completed_delta and not failed_delta: + return + call_import = ( + db.query(CallImport).filter(CallImport.id == call_import_id).first() + ) + if call_import is None: + return + call_import.completed_rows = int(call_import.completed_rows or 0) + completed_delta + call_import.failed_rows = int(call_import.failed_rows or 0) + failed_delta + db.flush() + try: + client = _client() + if completed_delta: + client.hincrby( + "import:progress", + _import_completed_key(call_import_id), + -completed_delta, + ) + if failed_delta: + client.hincrby( + "import:progress", + _import_failed_key(call_import_id), + -failed_delta, + ) + except redis.RedisError: + pass diff --git a/app/workers/catalog_cache.py b/app/workers/catalog_cache.py new file mode 100644 index 00000000..41b84ccb --- /dev/null +++ b/app/workers/catalog_cache.py @@ -0,0 +1,30 @@ +"""Short-lived in-process cache for catalog reads in bulk workers.""" + +from __future__ import annotations + +import time +from typing import Any, Callable, Dict, Tuple + +_TTL_SECONDS = 120.0 +_cache: Dict[Tuple[str, str], Tuple[float, Any]] = {} + + +def cached_catalog_fetch( + namespace: str, + key: str, + loader: Callable[[], Any], + *, + ttl_seconds: float = _TTL_SECONDS, +) -> Any: + cache_key = (namespace, key) + now = time.monotonic() + hit = _cache.get(cache_key) + if hit is not None and now - hit[0] < ttl_seconds: + return hit[1] + value = loader() + _cache[cache_key] = (now, value) + return value + + +def clear_worker_catalog_cache() -> None: + _cache.clear() diff --git a/app/workers/concurrency/fair_diarization_dispatch.py b/app/workers/concurrency/fair_diarization_dispatch.py index 91659af4..2499ce9c 100644 --- a/app/workers/concurrency/fair_diarization_dispatch.py +++ b/app/workers/concurrency/fair_diarization_dispatch.py @@ -20,6 +20,12 @@ ) from app.workers.concurrency.eval_dispatch import DIARIZATION_QUEUE from app.workers.config import celery_app +from app.db_sharding.import_dispatch import ( + call_imports_with_pending_diarization as sharded_call_imports_diarize, + pending_diarization_row_for_call_import as sharded_pending_diarize_row, + pending_diarization_workspaces as sharded_pending_diarize_workspaces, +) +from app.db_sharding.sessions import is_sharding_enabled _RR_CURSOR_KEY = "diarisation:fair:rr_cursor" _WS_CALL_IMPORT_RR_CURSOR_KEY_PREFIX = "diarisation:fair:rr_cursor:ws:" @@ -76,6 +82,8 @@ def _set_workspace_call_import_rr_cursor(workspace_id: UUID, cursor: int) -> Non def _workspaces_with_pending_diarization(db: Session) -> List[UUID]: + if is_sharding_enabled(): + return sharded_pending_diarize_workspaces(db) rows = ( db.query(CallImport.workspace_id) .join(CallImportRow, CallImportRow.call_import_id == CallImport.id) @@ -93,6 +101,8 @@ def _call_imports_with_pending_diarization( db: Session, workspace_id: UUID, ) -> List[UUID]: + if is_sharding_enabled(): + return sharded_call_imports_diarize(db, workspace_id) rows = ( db.query(CallImport.id) .join(CallImportRow, CallImportRow.call_import_id == CallImport.id) @@ -111,6 +121,9 @@ def _pending_row_for_call_import( db: Session, call_import_id: UUID, ) -> tuple[CallImportRow, CallImport] | None: + if is_sharding_enabled(): + pending = sharded_pending_diarize_row(db, call_import_id) + return pending row = ( db.query(CallImportRow, CallImport) .join(CallImport, CallImport.id == CallImportRow.call_import_id) diff --git a/app/workers/concurrency/fair_dispatch.py b/app/workers/concurrency/fair_dispatch.py index 380e8b7d..e3f50aa7 100644 --- a/app/workers/concurrency/fair_dispatch.py +++ b/app/workers/concurrency/fair_dispatch.py @@ -23,6 +23,12 @@ _try_dispatch_single_row, ) from app.workers.config import celery_app +from app.db_sharding.scatter_gather import ( + evaluations_with_pending_rows as sharded_evaluations_with_pending_rows, + pending_eval_row_triples as sharded_pending_eval_row_triples, + pending_eval_workspaces as sharded_pending_eval_workspaces, +) +from app.db_sharding.sessions import is_sharding_enabled _RR_CURSOR_KEY = "eval:fair:rr_cursor" _WS_EVAL_RR_CURSOR_KEY_PREFIX = "eval:fair:rr_cursor:ws:" @@ -172,6 +178,8 @@ def _set_workspace_eval_rr_cursor(workspace_id: UUID, cursor: int) -> None: def _workspaces_with_pending_rows(db: Session) -> List[UUID]: + if is_sharding_enabled(): + return sharded_pending_eval_workspaces(db) rows = ( db.query(CallImportEvaluation.workspace_id) .join( @@ -197,6 +205,8 @@ def _evaluations_with_pending_rows( db: Session, workspace_id: UUID, ) -> List[UUID]: + if is_sharding_enabled(): + return sharded_evaluations_with_pending_rows(db, workspace_id) rows = ( db.query(CallImportEvaluation.id) .join( @@ -221,6 +231,10 @@ def _pending_rows_for_evaluation( *, limit: int, ) -> List[tuple[CallImportEvaluationRow, CallImportRow, CallImportEvaluation]]: + if is_sharding_enabled(): + return sharded_pending_eval_row_triples( + db, evaluation_id, limit=limit + ) return ( db.query(CallImportEvaluationRow, CallImportRow, CallImportEvaluation) .join( diff --git a/app/workers/concurrency/fair_import_dispatch.py b/app/workers/concurrency/fair_import_dispatch.py index 868d2150..a7ceafb5 100644 --- a/app/workers/concurrency/fair_import_dispatch.py +++ b/app/workers/concurrency/fair_import_dispatch.py @@ -16,6 +16,12 @@ from app.workers.concurrency.eval_dispatch import IMPORTS_QUEUE from app.workers.concurrency.import_dispatch import _try_dispatch_single_import_row from app.workers.config import celery_app +from app.db_sharding.import_dispatch import ( + call_imports_with_pending_rows as sharded_call_imports_with_pending_rows, + pending_import_row_for_call_import as sharded_pending_import_row, + pending_import_workspaces as sharded_pending_import_workspaces, +) +from app.db_sharding.sessions import is_sharding_enabled _RR_CURSOR_KEY = "import:fair:rr_cursor" _WS_CALL_IMPORT_RR_CURSOR_KEY_PREFIX = "import:fair:rr_cursor:ws:" @@ -74,6 +80,8 @@ def _set_workspace_call_import_rr_cursor(workspace_id: UUID, cursor: int) -> Non def _workspaces_with_pending_imports(db: Session) -> List[UUID]: + if is_sharding_enabled(): + return sharded_pending_import_workspaces(db) rows = ( db.query(CallImport.workspace_id) .join(CallImportRow, CallImportRow.call_import_id == CallImport.id) @@ -92,6 +100,8 @@ def _call_imports_with_pending_rows( db: Session, workspace_id: UUID, ) -> List[UUID]: + if is_sharding_enabled(): + return sharded_call_imports_with_pending_rows(db, workspace_id) rows = ( db.query(CallImport.id) .join(CallImportRow, CallImportRow.call_import_id == CallImport.id) @@ -111,6 +121,9 @@ def _pending_row_for_call_import( db: Session, call_import_id: UUID, ) -> tuple[CallImportRow, CallImport] | None: + if is_sharding_enabled(): + pending = sharded_pending_import_row(db, call_import_id) + return pending row = ( db.query(CallImportRow, CallImport) .join(CallImport, CallImport.id == CallImportRow.call_import_id) diff --git a/app/workers/tasks/evaluate_call_import_row.py b/app/workers/tasks/evaluate_call_import_row.py index 2cea1d65..eaee6250 100644 --- a/app/workers/tasks/evaluate_call_import_row.py +++ b/app/workers/tasks/evaluate_call_import_row.py @@ -17,6 +17,7 @@ from uuid import UUID from loguru import logger +from sqlalchemy.orm import Session from app.database import SessionLocal from app.models.database import ( @@ -59,6 +60,30 @@ _commit_terminal_row_and_rollup = commit_terminal_row_and_rollup +def _rollup_terminal( + row_db: Session, + catalog_db, + evaluation: CallImportEvaluation, + eval_row: CallImportEvaluationRow, + *, + previous_row_status: str, +) -> None: + cat = catalog_db if catalog_db is not row_db else None + _commit_terminal_row_and_rollup( + row_db, + evaluation, + eval_row, + previous_row_status=previous_row_status, + catalog_db=cat, + ) + + +def _persist_eval_sessions(row_db, catalog_db) -> None: + row_db.commit() + if catalog_db is not row_db: + catalog_db.commit() + + def _run_llm_scoring( *, eval_row_id: UUID, @@ -306,20 +331,24 @@ def evaluate_call_import_row_task( scoring_inputs: dict[str, Any] | None = None restricted_metric_uuids: list[UUID] | None = None try: - db = SessionLocal() + from app.db_sharding.row_ops import ( + close_row_sessions, + locate_call_import_evaluation_row, + ) + + row_db = catalog_db = None try: row_uuid = UUID(eval_row_id) - eval_row = ( - db.query(CallImportEvaluationRow) - .filter(CallImportEvaluationRow.id == row_uuid) - .first() - ) - if not eval_row: + try: + row_db, catalog_db, eval_row, source_row, _shard_id = ( + locate_call_import_evaluation_row(row_uuid) + ) + except LookupError: logger.warning("CallImportEvaluationRow {} not found", eval_row_id) return {"status": "skipped", "reason": "row_not_found"} evaluation = ( - db.query(CallImportEvaluation) + catalog_db.query(CallImportEvaluation) .filter(CallImportEvaluation.id == eval_row.evaluation_id) .first() ) @@ -329,26 +358,10 @@ def evaluate_call_import_row_task( ) eval_row.status = "failed" eval_row.error_message = "Evaluation parent not found" - db.commit() + row_db.commit() return {"status": "failed", "reason": "evaluation_missing"} previous_row_status = eval_row.status - source_row = ( - db.query(CallImportRow) - .filter(CallImportRow.id == eval_row.call_import_row_id) - .first() - ) - if not source_row: - eval_row.status = "failed" - eval_row.error_message = "Source call import row not found" - eval_row.finished_at = _now() - _commit_terminal_row_and_rollup( - db, - evaluation, - eval_row, - previous_row_status=previous_row_status, - ) - return {"status": "failed", "reason": "source_row_missing"} eval_row.status = "running" eval_row.celery_task_id = self.request.id @@ -357,7 +370,7 @@ def evaluate_call_import_row_task( if evaluation.status == "pending": evaluation.status = "running" evaluation.started_at = evaluation.started_at or _now() - db.commit() + _persist_eval_sessions(row_db, catalog_db) previous_row_status = "running" production_transcript = (source_row.transcript or "").strip() @@ -383,8 +396,9 @@ def evaluate_call_import_row_task( eval_row.status = "completed" eval_row.error_message = None eval_row.finished_at = _now() - _commit_terminal_row_and_rollup( - db, + _rollup_terminal( + row_db, + catalog_db, evaluation, eval_row, previous_row_status=previous_row_status, @@ -395,7 +409,7 @@ def evaluate_call_import_row_task( } metrics = load_enabled_metrics( - db, evaluation, restricted_metric_ids=restricted_metric_ids + catalog_db, evaluation, restricted_metric_ids=restricted_metric_ids ) if not metrics: eval_row.status = "failed" @@ -403,8 +417,9 @@ def evaluate_call_import_row_task( "No enabled metrics selected for this evaluation" ) eval_row.finished_at = _now() - _commit_terminal_row_and_rollup( - db, + _rollup_terminal( + row_db, + catalog_db, evaluation, eval_row, previous_row_status=previous_row_status, @@ -417,6 +432,14 @@ def evaluate_call_import_row_task( else {} ) parent_import = getattr(source_row, "call_import", None) + if parent_import is None and source_row.call_import_id: + from app.models.database import CallImport + + parent_import = ( + catalog_db.query(CallImport) + .filter(CallImport.id == source_row.call_import_id) + .first() + ) custom_column_mapping = ( parent_import.custom_column_mapping if parent_import is not None @@ -472,8 +495,9 @@ def evaluate_call_import_row_task( ) eval_row.metric_scores = _as_json_dict(metric_scores) eval_row.finished_at = _now() - _commit_terminal_row_and_rollup( - db, + _rollup_terminal( + row_db, + catalog_db, evaluation, eval_row, previous_row_status=previous_row_status, @@ -503,8 +527,9 @@ def evaluate_call_import_row_task( ) eval_row.metric_scores = _as_json_dict(metric_scores) eval_row.finished_at = _now() - _commit_terminal_row_and_rollup( - db, + _rollup_terminal( + row_db, + catalog_db, evaluation, eval_row, previous_row_status=previous_row_status, @@ -526,7 +551,7 @@ def evaluate_call_import_row_task( transcript_metrics = [] ai_providers = ( - db.query(AIProvider) + catalog_db.query(AIProvider) .filter( AIProvider.organization_id == evaluation.organization_id, AIProvider.is_active.is_(True), @@ -541,7 +566,7 @@ def evaluate_call_import_row_task( running_discovered_by_parent: dict[UUID, list] = {} if transcript_metrics and transcript: parents_by_id, children_by_parent, standalone_metrics = ( - _build_parent_groups(db, transcript_metrics) + _build_parent_groups(catalog_db, transcript_metrics) ) if bool(getattr(evaluation, "discover_new_metrics", False)): from app.api.v1.routes.call_import_evaluations import ( @@ -554,7 +579,7 @@ def evaluate_call_import_row_task( else {} ) running_discovered_metrics = _get_running_discovered_metrics( - db, + catalog_db, evaluation.id, organization_id=evaluation.organization_id, alias_map=alias_map_metrics, @@ -577,7 +602,7 @@ def evaluate_call_import_row_task( continue running_discovered_by_parent[parent_id] = ( _get_running_discovered_labels( - db, + catalog_db, evaluation.id, parent_metric.id, organization_id=evaluation.organization_id, @@ -614,7 +639,8 @@ def evaluate_call_import_row_task( "pre_llm_metric_scores": dict(metric_scores), } finally: - db.close() + if row_db is not None: + close_row_sessions(row_db, catalog_db) pre_llm_metric_scores = scoring_inputs.pop("pre_llm_metric_scores") llm_result = _run_llm_scoring(**scoring_inputs) @@ -625,39 +651,40 @@ def evaluate_call_import_row_task( evaluation_failed = llm_result["evaluation_failed"] primary_error_message = llm_result["primary_error_message"] - db = SessionLocal() + row_db = catalog_db = None try: - eval_row = ( - db.query(CallImportEvaluationRow) - .filter(CallImportEvaluationRow.id == UUID(eval_row_id)) - .first() + from app.db_sharding.row_ops import ( + close_row_sessions, + locate_call_import_evaluation_row, + ) + + row_db, catalog_db, eval_row, _source_row, _ = ( + locate_call_import_evaluation_row(UUID(eval_row_id)) ) - if not eval_row: - return {"status": "skipped", "reason": "row_not_found"} evaluation = ( - db.query(CallImportEvaluation) + catalog_db.query(CallImportEvaluation) .filter(CallImportEvaluation.id == eval_row.evaluation_id) .first() ) if not evaluation: return {"status": "failed", "reason": "evaluation_missing"} - if _was_cancelled_externally(db, eval_row): + if _was_cancelled_externally(row_db, eval_row): logger.info( "[CallImportEval {}] Skipping terminal write; " "row was cancelled by user", eval_row.id, ) try: - rollup_parent( - db, + _rollup_parent( + catalog_db, evaluation, previous_row_status="running", new_row_status="failed", ) - db.commit() + catalog_db.commit() except Exception: # noqa: BLE001 β€” rollup is best-effort here - db.rollback() + catalog_db.rollback() return { "status": "cancelled", "eval_row_id": eval_row_id, @@ -678,7 +705,7 @@ def evaluate_call_import_row_task( ) normalize_scores_with_aliases( - metric_scores, evaluation, db, evaluation.organization_id + metric_scores, evaluation, catalog_db, evaluation.organization_id ) new_scores = _as_json_dict(metric_scores) @@ -695,8 +722,9 @@ def evaluate_call_import_row_task( else: eval_row.metric_scores = new_scores eval_row.finished_at = _now() - _commit_terminal_row_and_rollup( - db, + _rollup_terminal( + row_db, + catalog_db, evaluation, eval_row, previous_row_status="running", @@ -709,7 +737,8 @@ def evaluate_call_import_row_task( "subset_retry": bool(restricted_metric_uuids), } finally: - db.close() + if row_db is not None: + close_row_sessions(row_db, catalog_db) finally: from app.workers.concurrency.fair_dispatch import ( finish_eval_work_and_redispatch, diff --git a/app/workers/tasks/evaluate_call_import_row_audio.py b/app/workers/tasks/evaluate_call_import_row_audio.py index 3281ac9f..4a882f5e 100644 --- a/app/workers/tasks/evaluate_call_import_row_audio.py +++ b/app/workers/tasks/evaluate_call_import_row_audio.py @@ -11,12 +11,7 @@ from loguru import logger -from app.database import SessionLocal -from app.models.database import ( - CallImportEvaluation, - CallImportEvaluationRow, - CallImportRow, -) +from app.models.database import CallImportEvaluation from app.workers.config import celery_app from app.workers.concurrency.eval_dispatch import EVALUATIONS_QUEUE from app.workers.tasks.evaluate_call_import_row_core import ( @@ -32,6 +27,23 @@ ) +def _rollup_terminal(row_db, catalog_db, evaluation, eval_row, *, previous_row_status): + cat = catalog_db if catalog_db is not row_db else None + commit_terminal_row_and_rollup( + row_db, + evaluation, + eval_row, + previous_row_status=previous_row_status, + catalog_db=cat, + ) + + +def _persist_sessions(row_db, catalog_db) -> None: + row_db.commit() + if catalog_db is not row_db: + catalog_db.commit() + + @celery_app.task( name="evaluate_call_import_row_audio", bind=True, @@ -46,222 +58,205 @@ def evaluate_call_import_row_audio_task( _eval_slot_task_id: Optional[str] = None, ): """Score audio-only metrics; chain LLM phase or finalize when done.""" - db = SessionLocal() + from app.db_sharding.eval_rows import evaluation_row_session + slot_task_id = _eval_slot_task_id or self.request.id chain_llm = False try: - row_uuid = UUID(eval_row_id) - eval_row = ( - db.query(CallImportEvaluationRow) - .filter(CallImportEvaluationRow.id == row_uuid) - .first() - ) - if not eval_row: - logger.warning("CallImportEvaluationRow {} not found", eval_row_id) - return {"status": "skipped", "reason": "row_not_found"} - - evaluation = ( - db.query(CallImportEvaluation) - .filter(CallImportEvaluation.id == eval_row.evaluation_id) - .first() - ) - if not evaluation: - eval_row.status = "failed" - eval_row.error_message = "Evaluation parent not found" - db.commit() - return {"status": "failed", "reason": "evaluation_missing"} + with evaluation_row_session(eval_row_id) as ( + row_db, + catalog_db, + eval_row, + source_row, + _shard_id, + ): + evaluation = ( + catalog_db.query(CallImportEvaluation) + .filter(CallImportEvaluation.id == eval_row.evaluation_id) + .first() + ) + if not evaluation: + eval_row.status = "failed" + eval_row.error_message = "Evaluation parent not found" + row_db.commit() + return {"status": "failed", "reason": "evaluation_missing"} - source_row = ( - db.query(CallImportRow) - .filter(CallImportRow.id == eval_row.call_import_row_id) - .first() - ) - if not source_row: previous_row_status = eval_row.status - eval_row.status = "failed" - eval_row.error_message = "Source call import row not found" - eval_row.finished_at = now_utc() - commit_terminal_row_and_rollup( - db, - evaluation, - eval_row, - previous_row_status=previous_row_status, - ) - return {"status": "failed", "reason": "source_row_missing"} + eval_row.status = "running" + eval_row.celery_task_id = self.request.id + eval_row.error_message = None + eval_row.started_at = eval_row.started_at or now_utc() + if evaluation.status == "pending": + evaluation.status = "running" + evaluation.started_at = evaluation.started_at or now_utc() + _persist_sessions(row_db, catalog_db) + previous_row_status = "running" - previous_row_status = eval_row.status - eval_row.status = "running" - eval_row.celery_task_id = self.request.id - eval_row.error_message = None - eval_row.started_at = eval_row.started_at or now_utc() - if evaluation.status == "pending": - evaluation.status = "running" - evaluation.started_at = evaluation.started_at or now_utc() - db.commit() - previous_row_status = "running" + restricted_uuids = parse_restricted_metric_uuids(restricted_metric_ids) + if restricted_metric_ids is not None and restricted_uuids is not None: + selected_raw = {str(x) for x in (evaluation.selected_metric_ids or [])} + if restricted_uuids and not any( + str(mid) in selected_raw for mid in restricted_uuids + ): + eval_row.status = "completed" + eval_row.error_message = None + eval_row.finished_at = now_utc() + _rollup_terminal( + row_db, + catalog_db, + evaluation, + eval_row, + previous_row_status=previous_row_status, + ) + return { + "status": "skipped", + "reason": "restricted_metric_ids_no_match", + } - restricted_uuids = parse_restricted_metric_uuids(restricted_metric_ids) - if restricted_metric_ids is not None and restricted_uuids is not None: - selected_raw = {str(x) for x in (evaluation.selected_metric_ids or [])} - if restricted_uuids and not any( - str(mid) in selected_raw for mid in restricted_uuids - ): - eval_row.status = "completed" - eval_row.error_message = None + metrics = load_enabled_metrics( + catalog_db, evaluation, restricted_metric_ids=restricted_metric_ids + ) + if not metrics: + eval_row.status = "failed" + eval_row.error_message = "No enabled metrics selected for this evaluation" eval_row.finished_at = now_utc() - commit_terminal_row_and_rollup( - db, + _rollup_terminal( + row_db, + catalog_db, evaluation, eval_row, previous_row_status=previous_row_status, ) - return { - "status": "skipped", - "reason": "restricted_metric_ids_no_match", - } - - metrics = load_enabled_metrics( - db, evaluation, restricted_metric_ids=restricted_metric_ids - ) - if not metrics: - eval_row.status = "failed" - eval_row.error_message = "No enabled metrics selected for this evaluation" - eval_row.finished_at = now_utc() - commit_terminal_row_and_rollup( - db, - evaluation, - eval_row, - previous_row_status=previous_row_status, - ) - return {"status": "failed", "reason": "no_metrics"} + return {"status": "failed", "reason": "no_metrics"} - ( - _transcript_metrics, - audio_metrics, - _comparison_metrics, - metric_scores, - ) = categorize_row_metrics(db, evaluation, source_row, metrics) + ( + _transcript_metrics, + audio_metrics, + _comparison_metrics, + metric_scores, + ) = categorize_row_metrics(catalog_db, evaluation, source_row, metrics) - recording_s3_key = (source_row.recording_s3_key or "").strip() or None - result_id = f"call-import-eval:{eval_row.id}" - audio_failed = False + recording_s3_key = (source_row.recording_s3_key or "").strip() or None + result_id = f"call-import-eval:{eval_row.id}" + audio_failed = False - if audio_metrics and recording_s3_key: - from app.workers.tasks.helpers.audio_evaluation import ( - evaluate_audio_metrics, - handle_audio_evaluation_error, - ) - - try: - audio_scores = evaluate_audio_metrics( - audio_s3_key=recording_s3_key, - audio_metrics=audio_metrics, - result_id=result_id, - ) - metric_scores.update(audio_scores) - except Exception as audio_err: # noqa: BLE001 - logger.exception( - "[CallImportEval {}] Audio analysis failed", eval_row.id - ) - metric_scores.update( - handle_audio_evaluation_error(audio_metrics, audio_err) + if audio_metrics and recording_s3_key: + from app.workers.tasks.helpers.audio_evaluation import ( + evaluate_audio_metrics, + handle_audio_evaluation_error, ) - audio_failed = True - if was_cancelled_externally(db, eval_row): - try: - rollup_parent( - db, - evaluation, - previous_row_status="running", - new_row_status="failed", - ) - db.commit() - except Exception: # noqa: BLE001 - db.rollback() - return {"status": "cancelled", "eval_row_id": eval_row_id} + try: + audio_scores = evaluate_audio_metrics( + audio_s3_key=recording_s3_key, + audio_metrics=audio_metrics, + result_id=result_id, + ) + metric_scores.update(audio_scores) + except Exception as audio_err: # noqa: BLE001 + logger.exception( + "[CallImportEval {}] Audio analysis failed", eval_row.id + ) + metric_scores.update( + handle_audio_evaluation_error(audio_metrics, audio_err) + ) + audio_failed = True - existing = ( - eval_row.metric_scores if isinstance(eval_row.metric_scores, dict) else {} - ) - merged = dict(existing) - for key, value in as_json_dict(metric_scores).items(): - merged[key] = value - eval_row.metric_scores = merged - db.commit() + if was_cancelled_externally(row_db, eval_row): + try: + rollup_parent( + catalog_db, + evaluation, + previous_row_status="running", + new_row_status="failed", + ) + catalog_db.commit() + except Exception: # noqa: BLE001 + catalog_db.rollback() + return {"status": "cancelled", "eval_row_id": eval_row_id} - needs_llm = row_needs_llm_phase( - db, - evaluation, - source_row, - restricted_metric_ids=restricted_metric_ids, - ) + existing = ( + eval_row.metric_scores if isinstance(eval_row.metric_scores, dict) else {} + ) + merged = dict(existing) + for key, value in as_json_dict(metric_scores).items(): + merged[key] = value + eval_row.metric_scores = merged + row_db.commit() - if needs_llm: - from app.workers.tasks.evaluate_call_import_row import ( - evaluate_call_import_row_task, + needs_llm = row_needs_llm_phase( + catalog_db, + evaluation, + source_row, + restricted_metric_ids=restricted_metric_ids, ) - chain_kwargs: dict = { - "_skip_audio": True, - "_eval_slot_task_id": slot_task_id, - } - if restricted_metric_ids: - chain_kwargs["restricted_metric_ids"] = restricted_metric_ids - try: - evaluate_call_import_row_task.apply_async( - args=(str(eval_row.id),), - kwargs=chain_kwargs, - queue=EVALUATIONS_QUEUE, - ) - except Exception: - logger.exception( - "[CallImportEval {}] Failed to enqueue LLM phase", - eval_row.id, - ) - eval_row.status = "failed" - eval_row.error_message = "Failed to enqueue LLM evaluation phase" - eval_row.finished_at = now_utc() - commit_terminal_row_and_rollup( - db, - evaluation, - eval_row, - previous_row_status=previous_row_status, + if needs_llm: + from app.workers.tasks.evaluate_call_import_row import ( + evaluate_call_import_row_task, ) + + chain_kwargs: dict = { + "_skip_audio": True, + "_eval_slot_task_id": slot_task_id, + } + if restricted_metric_ids: + chain_kwargs["restricted_metric_ids"] = restricted_metric_ids + try: + evaluate_call_import_row_task.apply_async( + args=(str(eval_row.id),), + kwargs=chain_kwargs, + queue=EVALUATIONS_QUEUE, + ) + except Exception: + logger.exception( + "[CallImportEval {}] Failed to enqueue LLM phase", + eval_row.id, + ) + eval_row.status = "failed" + eval_row.error_message = "Failed to enqueue LLM evaluation phase" + eval_row.finished_at = now_utc() + _rollup_terminal( + row_db, + catalog_db, + evaluation, + eval_row, + previous_row_status=previous_row_status, + ) + return { + "status": "failed", + "eval_row_id": eval_row_id, + "reason": "chain_enqueue_failed", + } + chain_llm = True return { - "status": "failed", + "status": "chained", "eval_row_id": eval_row_id, - "reason": "chain_enqueue_failed", + "next": "llm_phase", } - chain_llm = True - return { - "status": "chained", - "eval_row_id": eval_row_id, - "next": "llm_phase", - } - if audio_failed: - eval_row.status = "failed" - eval_row.error_message = "Evaluation failed for one or more audio metrics" - else: - eval_row.status = "completed" - eval_row.error_message = None + if audio_failed: + eval_row.status = "failed" + eval_row.error_message = "Evaluation failed for one or more audio metrics" + else: + eval_row.status = "completed" + eval_row.error_message = None - eval_row.finished_at = now_utc() - commit_terminal_row_and_rollup( - db, - evaluation, - eval_row, - previous_row_status=previous_row_status, - ) + eval_row.finished_at = now_utc() + _rollup_terminal( + row_db, + catalog_db, + evaluation, + eval_row, + previous_row_status=previous_row_status, + ) - return { - "status": eval_row.status, - "eval_row_id": eval_row_id, - "phase": "audio_only", - } + return { + "status": eval_row.status, + "eval_row_id": eval_row_id, + "phase": "audio_only", + } finally: - db.close() if not chain_llm: from app.workers.concurrency.fair_dispatch import ( finish_eval_work_and_redispatch, diff --git a/app/workers/tasks/evaluate_call_import_row_core.py b/app/workers/tasks/evaluate_call_import_row_core.py index 4dccdde2..980a080b 100644 --- a/app/workers/tasks/evaluate_call_import_row_core.py +++ b/app/workers/tasks/evaluate_call_import_row_core.py @@ -243,7 +243,18 @@ def reconcile_evaluation_counters( db: Session, evaluation: CallImportEvaluation, ) -> None: - """Sync parent counters from child rows using one aggregate query.""" + """Sync parent counters from child rows using aggregate queries.""" + from app.db_sharding.sessions import is_sharding_enabled + + if is_sharding_enabled(): + from app.db_sharding.scatter_gather import aggregate_evaluation_row_counts + + total, completed, failed = aggregate_evaluation_row_counts(db, evaluation.id) + evaluation.total_rows = total + evaluation.completed_rows = completed + evaluation.failed_rows = failed + return + counts = ( db.query( func.count().label("total"), @@ -276,6 +287,13 @@ def reconcile_evaluation_counters( def _count_in_progress_rows(db: Session, evaluation_id: UUID) -> int: """Count rows still pending or running (cheap indexed query).""" + from app.db_sharding.sessions import is_sharding_enabled + + if is_sharding_enabled(): + from app.db_sharding.scatter_gather import count_eval_rows_in_progress + + return count_eval_rows_in_progress(db, evaluation_id) + return int( db.query(func.count()) .filter( @@ -313,20 +331,30 @@ def _apply_parent_status_from_counters( def commit_terminal_row_and_rollup( - db: Session, + row_db: Session, evaluation: CallImportEvaluation, eval_row: CallImportEvaluationRow, *, previous_row_status: str, + catalog_db: Session | None = None, ) -> None: - db.commit() + parent_db = catalog_db if catalog_db is not None and catalog_db is not row_db else row_db + row_db.commit() + if parent_db is not row_db: + evaluation = ( + parent_db.query(CallImportEvaluation) + .filter(CallImportEvaluation.id == evaluation.id) + .first() + ) + if evaluation is None: + return rollup_parent( - db, + parent_db, evaluation, previous_row_status=previous_row_status, new_row_status=eval_row.status, ) - db.commit() + parent_db.commit() def rollup_parent( @@ -360,15 +388,19 @@ def rollup_parent( ) ) db.flush() + from app.services.call_imports.progress_counters import ( + record_eval_row_terminal, + ) + + record_eval_row_terminal( + evaluation_id, + completed_delta=completed_delta, + failed_delta=failed_delta, + ) else: reconcile_evaluation_counters(db, evaluation) - evaluation = ( - db.query(CallImportEvaluation) - .filter(CallImportEvaluation.id == evaluation_id) - .with_for_update() - .one() - ) + db.refresh(evaluation) if previous_row_status is not None and new_row_status is not None: expected_in_progress = ( int(evaluation.total_rows or 0) @@ -377,19 +409,18 @@ def rollup_parent( ) if expected_in_progress != _count_in_progress_rows(db, evaluation_id): reconcile_evaluation_counters(db, evaluation) - db.flush() - evaluation = ( - db.query(CallImportEvaluation) - .filter(CallImportEvaluation.id == evaluation_id) - .with_for_update() - .one() - ) - _apply_parent_status_from_counters(evaluation) + db.refresh(evaluation) completed = int(evaluation.completed_rows or 0) already_billed = int(getattr(evaluation, "billed_completed_rows", 0) or 0) delta = completed - already_billed if delta > 0: + evaluation = ( + db.query(CallImportEvaluation) + .filter(CallImportEvaluation.id == evaluation_id) + .with_for_update() + .one() + ) from app.services.billing.flexprice_service import ( record_call_import_evaluation_completed, ) @@ -407,6 +438,8 @@ def rollup_parent( if billing_accepted: evaluation.billed_completed_rows = completed + _apply_parent_status_from_counters(evaluation) + def parse_restricted_metric_uuids( restricted_metric_ids: Optional[List[str]], diff --git a/app/workers/tasks/generate_evaluation_metric_clusters.py b/app/workers/tasks/generate_evaluation_metric_clusters.py index 1906976e..e91dc108 100644 --- a/app/workers/tasks/generate_evaluation_metric_clusters.py +++ b/app/workers/tasks/generate_evaluation_metric_clusters.py @@ -69,15 +69,9 @@ def generate_evaluation_metric_clusters_task( UUID(credential_id) if credential_id else None, ) - rows = ( - db.query(CallImportEvaluationRow, CallImportRow) - .join( - CallImportRow, - CallImportRow.id == CallImportEvaluationRow.call_import_row_id, - ) - .filter(CallImportEvaluationRow.evaluation_id == evaluation.id) - .all() - ) + from app.db_sharding.scatter_gather import load_evaluation_row_pairs + + rows = load_evaluation_row_pairs(db, evaluation.id) completed_pairs = [ (eval_row, source_row) for eval_row, source_row in rows diff --git a/app/workers/tasks/generate_evaluation_user_insights.py b/app/workers/tasks/generate_evaluation_user_insights.py index 6c07e9f7..6029ce4a 100644 --- a/app/workers/tasks/generate_evaluation_user_insights.py +++ b/app/workers/tasks/generate_evaluation_user_insights.py @@ -55,15 +55,9 @@ def generate_evaluation_user_insights_task( model, ) - rows = ( - db.query(CallImportEvaluationRow, CallImportRow) - .join( - CallImportRow, - CallImportRow.id == CallImportEvaluationRow.call_import_row_id, - ) - .filter(CallImportEvaluationRow.evaluation_id == evaluation.id) - .all() - ) + from app.db_sharding.scatter_gather import load_evaluation_row_pairs + + rows = load_evaluation_row_pairs(db, evaluation.id) completed_pairs = [ (eval_row, source_row) for eval_row, source_row in rows diff --git a/app/workers/tasks/process_call_import_row.py b/app/workers/tasks/process_call_import_row.py index 06e0ec7a..ed565626 100644 --- a/app/workers/tasks/process_call_import_row.py +++ b/app/workers/tasks/process_call_import_row.py @@ -159,6 +159,15 @@ def _rollup_parent_status(db, call_import) -> None: rollup_call_import_batch_status(db, call_import) +def _rollup_parent_on_catalog(catalog_db, row_db, call_import) -> None: + from app.db_sharding.sessions import is_sharding_enabled + + target = catalog_db if is_sharding_enabled() and catalog_db is not row_db else row_db + _rollup_parent_status(target, call_import) + if target is not row_db: + target.commit() + + @celery_app.task(name="process_call_import_row", bind=True, max_retries=3) def process_call_import_row_task( self, @@ -194,15 +203,28 @@ def process_call_import_row_task( slot_task_id = _eval_slot_task_id or self.request.id eval_chain_chained_transcribe = False - db = SessionLocal() + from app.db_sharding.row_ops import close_row_sessions, locate_call_import_row + from app.models.database import CallImport + + row_db, catalog_db, row, shard_id = locate_call_import_row(row_id) + db = row_db try: - row_uuid = UUID(row_id) - row = db.query(CallImportRow).filter(CallImportRow.id == row_uuid).first() + row_uuid = row.id if row is None: logger.warning("CallImportRow {} not found, skipping", row_id) return {"status": "skipped", "reason": "row_not_found"} - call_import = row.call_import + if catalog_db is not row_db: + call_import = ( + catalog_db.query(CallImport) + .filter(CallImport.id == row.call_import_id) + .first() + ) + logger.bind(shard_id=shard_id).debug( + "process_call_import_row on shard {}", shard_id + ) + else: + call_import = row.call_import from app.models.enums import CallImportStatus @@ -236,7 +258,7 @@ def process_call_import_row_task( # for legacy rows imported before the column existed. client = telephony_service.get_provider_client( row.organization_id, - db, + catalog_db if catalog_db is not row_db else db, provider=call_import.provider, credential_id=call_import.telephony_integration_id, ) @@ -246,7 +268,7 @@ def process_call_import_row_task( row.error_message = f"Provider client error: {exc}" if not _safe_commit(db, row_id=row_id, context="provider_client_error"): return {"status": "skipped", "reason": "row_deleted"} - _rollup_parent_status(db, call_import) + _rollup_parent_on_catalog(catalog_db, row_db, call_import) if not _safe_commit(db, row_id=row_id, context="rollup_provider_client_error"): return {"status": "skipped", "reason": "row_deleted"} return {"status": "failed", "reason": "provider_client_error"} @@ -272,7 +294,7 @@ def process_call_import_row_task( row.error_message = msg if not _safe_commit(db, row_id=row_id, context="direct_url_no_source"): return {"status": "skipped", "reason": "row_deleted"} - _rollup_parent_status(db, call_import) + _rollup_parent_on_catalog(catalog_db, row_db, call_import) if not _safe_commit(db, row_id=row_id, context="rollup_direct_url_no_source"): return {"status": "skipped", "reason": "row_deleted"} return {"status": "failed", "reason": "no_recording_source"} @@ -320,7 +342,7 @@ def process_call_import_row_task( ) if not _safe_commit(db, row_id=row_id, context="direct_url_failed"): return {"status": "skipped", "reason": "row_deleted"} - _rollup_parent_status(db, call_import) + _rollup_parent_on_catalog(catalog_db, row_db, call_import) if not _safe_commit(db, row_id=row_id, context="rollup_direct_url_failed"): return {"status": "skipped", "reason": "row_deleted"} return {"status": "failed", "reason": "non_retryable_provider_error"} @@ -353,7 +375,7 @@ def process_call_import_row_task( row.error_message = msg if not _safe_commit(db, row_id=row_id, context="no_recording_source"): return {"status": "skipped", "reason": "row_deleted"} - _rollup_parent_status(db, call_import) + _rollup_parent_on_catalog(catalog_db, row_db, call_import) if not _safe_commit(db, row_id=row_id, context="rollup_no_recording_source"): return {"status": "skipped", "reason": "row_deleted"} return {"status": "failed", "reason": "no_recording_source"} @@ -419,7 +441,7 @@ def process_call_import_row_task( ) if not _safe_commit(db, row_id=row_id, context="non_retryable_provider_error"): return {"status": "skipped", "reason": "row_deleted"} - _rollup_parent_status(db, call_import) + _rollup_parent_on_catalog(catalog_db, row_db, call_import) if not _safe_commit(db, row_id=row_id, context="rollup_non_retryable_provider_error"): return {"status": "skipped", "reason": "row_deleted"} return {"status": "failed", "reason": "non_retryable_provider_error"} @@ -434,7 +456,7 @@ def process_call_import_row_task( row.error_message = f"Cloud blob storage unavailable: {err}" if not _safe_commit(db, row_id=row_id, context="s3_unavailable"): return {"status": "skipped", "reason": "row_deleted"} - _rollup_parent_status(db, call_import) + _rollup_parent_on_catalog(catalog_db, row_db, call_import) if not _safe_commit(db, row_id=row_id, context="rollup_s3_unavailable"): return {"status": "skipped", "reason": "row_deleted"} return {"status": "failed", "reason": "s3_unavailable"} @@ -469,12 +491,22 @@ def process_call_import_row_task( row.recording_s3_key = key row.recording_content_type = content_type row.recording_size_bytes = len(audio_bytes) + previous_import_status = row.status row.status = CallImportRowStatus.COMPLETED row.error_message = None if not _safe_commit(db, row_id=row_id, context="mark_completed"): return {"status": "skipped", "reason": "row_deleted"} - _rollup_parent_status(db, call_import) + from app.services.call_imports.progress_counters import ( + record_import_row_status_transition, + ) + + record_import_row_status_transition( + call_import.id, + previous_status=previous_import_status, + new_status=row.status, + ) + _rollup_parent_on_catalog(catalog_db, row_db, call_import) if not _safe_commit(db, row_id=row_id, context="rollup_completed"): return {"status": "skipped", "reason": "row_deleted"} @@ -519,7 +551,7 @@ def process_call_import_row_task( ) return {"status": "skipped", "reason": "row_deleted"} finally: - db.close() + close_row_sessions(row_db, catalog_db if catalog_db is not row_db else None) from app.workers.concurrency.limits import slot_registered_for_task if slot_registered_for_task(slot_task_id): diff --git a/app/workers/tasks/transcribe_call_import_row.py b/app/workers/tasks/transcribe_call_import_row.py index ebdd3420..8d7c8217 100644 --- a/app/workers/tasks/transcribe_call_import_row.py +++ b/app/workers/tasks/transcribe_call_import_row.py @@ -289,53 +289,47 @@ def _summarize_exc(exc: BaseException, *, max_chars: int = 240) -> str: return _compact_diarisation_error(text, max_chars=max_chars) -def _apply_eval_chain_transcribe_cleanup(db, run_eval_row_id: str) -> None: +def _apply_eval_chain_transcribe_cleanup(run_eval_row_id: str) -> None: """Clear eval-row dispatch state after eval-chain transcribe completes.""" - from app.models.database import CallImportEvaluationRow, CallImportRow - - eval_row = ( - db.query(CallImportEvaluationRow) - .filter(CallImportEvaluationRow.id == UUID(run_eval_row_id)) - .first() + from app.db_sharding.row_ops import ( + close_row_sessions, + locate_call_import_evaluation_row, ) - if eval_row is None: - return - eval_row.celery_task_id = None - source_row = ( - db.query(CallImportRow) - .filter(CallImportRow.id == eval_row.call_import_row_id) - .first() - ) - if ( - source_row is not None - and (source_row.diarised_transcript_status or "").lower() == "failed" - and eval_row.status == "pending" - ): - eval_row.status = "failed" - eval_row.error_message = ( - source_row.diarised_transcript_error or "Diarisation failed" + try: + row_db, catalog_db, eval_row, source_row, _ = ( + locate_call_import_evaluation_row(UUID(run_eval_row_id)) ) - eval_row.finished_at = _now() - db.commit() + except LookupError: + return + try: + eval_row.celery_task_id = None + if ( + (source_row.diarised_transcript_status or "").lower() == "failed" + and eval_row.status == "pending" + ): + eval_row.status = "failed" + eval_row.error_message = ( + source_row.diarised_transcript_error or "Diarisation failed" + ) + eval_row.finished_at = _now() + row_db.commit() + finally: + close_row_sessions(row_db, catalog_db) def _was_cancelled_by_row_id(row_id: str | UUID) -> bool: """Re-read the row in a short-lived session during slow I/O.""" - from app.models.database import CallImportRow + from app.db_sharding.row_ops import close_row_sessions, locate_call_import_row - db = SessionLocal() try: - row = ( - db.query(CallImportRow) - .filter(CallImportRow.id == UUID(str(row_id))) - .first() - ) - if row is None: - return False - return _was_cancelled_externally(db, row) + row_db, catalog_db, row, _ = locate_call_import_row(row_id) + except LookupError: + return False + try: + return _was_cancelled_externally(row_db, row) finally: - db.close() + close_row_sessions(row_db, catalog_db) def _persist_diarization_failure( @@ -347,23 +341,21 @@ def _persist_diarization_failure( """Write a terminal diarisation failure without holding a long session.""" from app.models.database import CallImportRow - db = SessionLocal() + from app.db_sharding.row_ops import close_row_sessions, locate_call_import_row + try: - row = ( - db.query(CallImportRow) - .filter(CallImportRow.id == UUID(str(row_id))) - .first() - ) - if row is None: - return {"status": "skipped", "reason": "row_not_found"} - if _was_cancelled_externally(db, row): + row_db, catalog_db, row, _ = locate_call_import_row(row_id) + except LookupError: + return {"status": "skipped", "reason": "row_not_found"} + try: + if _was_cancelled_externally(row_db, row): return {"status": "cancelled", "reason": "cancelled_by_user"} row.diarised_transcript_status = "failed" row.diarised_transcript_error = error_message - db.commit() + row_db.commit() return {"status": "failed", "reason": reason} finally: - db.close() + close_row_sessions(row_db, catalog_db) def _run_diarization_pipeline(ctx: dict[str, Any]) -> dict[str, Any]: @@ -577,18 +569,15 @@ def _finalize_diarization_row( if pipeline_ctx.get("stt_provider"): provider_enum = ModelProvider(pipeline_ctx["stt_provider"]) - db = SessionLocal() - try: - row = ( - db.query(CallImportRow) - .filter(CallImportRow.id == UUID(str(row_id))) - .first() - ) - if row is None: - return {"status": "skipped", "reason": "row_not_found"} + from app.db_sharding.row_ops import close_row_sessions, locate_call_import_row + try: + row_db, catalog_db, row, _ = locate_call_import_row(row_id) + except LookupError: + return {"status": "skipped", "reason": "row_not_found"} + try: if work_result.get("reason") == "no_speech_detected": - if _was_cancelled_externally(db, row): + if _was_cancelled_externally(row_db, row): return {"status": "cancelled", "reason": "cancelled_by_user"} row.diarised_transcript = "" row.diarised_segments = [] @@ -601,7 +590,7 @@ def _finalize_diarization_row( ) row.diarised_prompt = effective_prompt row.diarised_at = _now() - db.commit() + row_db.commit() return { "status": "completed", "row_id": str(row_id), @@ -633,7 +622,7 @@ def _finalize_diarization_row( "storable transcript; marking completed with empty transcript.", row_id, ) - if _was_cancelled_externally(db, row): + if _was_cancelled_externally(row_db, row): return { "status": "cancelled", "reason": "cancelled_by_user", @@ -648,7 +637,7 @@ def _finalize_diarization_row( ) row.diarised_prompt = effective_prompt row.diarised_at = _now() - db.commit() + row_db.commit() return { "status": "completed", "row_id": str(row_id), @@ -658,7 +647,7 @@ def _finalize_diarization_row( "characters": 0, } - if _was_cancelled_externally(db, row): + if _was_cancelled_externally(row_db, row): logger.info( "Row {} was cancelled by the user mid-flight; " "skipping success write and preserving cancelled state.", @@ -677,7 +666,7 @@ def _finalize_diarization_row( row.diarised_transcript_error = None row.diarised_prompt = effective_prompt row.diarised_at = _now() - db.commit() + row_db.commit() return { "status": "completed", @@ -691,7 +680,7 @@ def _finalize_diarization_row( "turn_count": len(turns) if has_real_diarisation else 0, } finally: - db.close() + close_row_sessions(row_db, catalog_db) @celery_app.task( @@ -754,22 +743,28 @@ def transcribe_call_import_row_task( slot_task_id = _eval_slot_task_id or self.request.id pipeline_ctx: dict[str, Any] | None = None try: - db = SessionLocal() + from app.db_sharding.row_ops import ( + close_row_sessions, + locate_call_import_evaluation_row, + locate_call_import_row, + ) + + row_db = catalog_db = None try: if run_eval_row_id: - from app.models.database import CallImportEvaluationRow - - eval_row_for_chain = ( - db.query(CallImportEvaluationRow) - .filter(CallImportEvaluationRow.id == UUID(run_eval_row_id)) - .first() - ) - if eval_row_for_chain is not None: + try: + _er_db, _cat, eval_row_for_chain, _, _ = ( + locate_call_import_evaluation_row(UUID(run_eval_row_id)) + ) evaluation_id_for_dispatch = str( eval_row_for_chain.evaluation_id ) - row_uuid = UUID(row_id) - row = db.query(CallImportRow).filter(CallImportRow.id == row_uuid).first() + close_row_sessions(_er_db, _cat) + except LookupError: + pass + + row_db, catalog_db, row, _shard_id = locate_call_import_row(row_id) + row_uuid = row.id if row is None: logger.warning( "transcribe_call_import_row: row {} not found, skipping", @@ -791,7 +786,7 @@ def transcribe_call_import_row_task( existing_diarised = (row.diarised_transcript or "").strip() if existing_diarised and not overwrite_existing: row.diarised_transcript_status = "completed" - db.commit() + row_db.commit() return { "status": "skipped", "reason": "transcript_present", @@ -804,7 +799,7 @@ def transcribe_call_import_row_task( row.diarised_transcript_error = ( "No recording available for this row; cannot diarise." ) - db.commit() + row_db.commit() return {"status": "skipped", "reason": "no_recording"} normalised_mode = (mode or "stt_llm").strip().lower() @@ -814,7 +809,7 @@ def transcribe_call_import_row_task( f"Unknown diarisation mode '{mode}'. Expected " "'stt_llm' or 'llm_only'." ) - db.commit() + row_db.commit() return {"status": "failed", "reason": "unknown_mode"} provider_enum: Optional[ModelProvider] = None @@ -825,7 +820,7 @@ def transcribe_call_import_row_task( "STT provider/model not configured. Pick an STT " "model in the Diarise modal." ) - db.commit() + row_db.commit() return {"status": "failed", "reason": "missing_stt"} try: provider_enum = ModelProvider(stt_provider.lower()) @@ -834,7 +829,7 @@ def transcribe_call_import_row_task( row.diarised_transcript_error = ( f"Unknown STT provider '{stt_provider}'." ) - db.commit() + row_db.commit() return {"status": "failed", "reason": "unknown_provider"} llm_provider_value = (diarization_llm_provider or "").strip() @@ -845,7 +840,7 @@ def transcribe_call_import_row_task( "Diarisation LLM provider/model not configured. Pick " "a chat model in the Diarise modal." ) - db.commit() + row_db.commit() return {"status": "failed", "reason": "missing_llm_diariser"} row.diarised_transcript_status = "running" @@ -879,7 +874,7 @@ def transcribe_call_import_row_task( except (TypeError, ValueError): credential_uuid = None - db.commit() + row_db.commit() pipeline_ctx = { "row_id": row_id, @@ -896,7 +891,8 @@ def transcribe_call_import_row_task( "effective_prompt": effective_prompt, } finally: - db.close() + if row_db is not None: + close_row_sessions(row_db, catalog_db) if pipeline_ctx is None: return {"status": "skipped", "reason": "setup_incomplete"} @@ -911,58 +907,43 @@ def transcribe_call_import_row_task( work_result=work_result, ) except Exception as exc: # noqa: BLE001 β€” terminal row state + no retry loop + from app.db_sharding.row_ops import close_row_sessions, locate_call_import_row + logger.exception( "transcribe_call_import_row crashed for row {}", row_id ) - fail_db = SessionLocal() try: - row = ( - fail_db.query(CallImportRow) - .filter(CallImportRow.id == UUID(row_id)) - .first() - ) - if row is not None: - if _was_cancelled_externally(fail_db, row): - return {"status": "cancelled", "reason": "cancelled_by_user"} - if (row.diarised_transcript_status or "").lower() == "running": - row.diarised_transcript_status = "failed" - row.diarised_transcript_error = _summarize_exc(exc) - fail_db.commit() + row_db, catalog_db, row, _ = locate_call_import_row(row_id) + except LookupError: + return {"status": "failed", "reason": "unexpected_error"} + try: + if _was_cancelled_externally(row_db, row): + return {"status": "cancelled", "reason": "cancelled_by_user"} + if (row.diarised_transcript_status or "").lower() == "running": + row.diarised_transcript_status = "failed" + row.diarised_transcript_error = _summarize_exc(exc) + row_db.commit() except Exception: logger.exception( "Failed to persist unexpected-error state for row {}", row_id, ) try: - fail_db.rollback() + row_db.rollback() except Exception: pass finally: - fail_db.close() + close_row_sessions(row_db, catalog_db) return {"status": "failed", "reason": "unexpected_error"} finally: - cleanup_db = SessionLocal() - try: - if run_eval_row_id: - try: - _apply_eval_chain_transcribe_cleanup(cleanup_db, run_eval_row_id) - except Exception: - logger.exception( - "Failed to finalize eval-chain transcribe cleanup for row {}", - run_eval_row_id, - ) - try: - cleanup_db.rollback() - _apply_eval_chain_transcribe_cleanup( - cleanup_db, run_eval_row_id - ) - except Exception: - logger.exception( - "Failed to clear stale celery_task_id for eval row {}", - run_eval_row_id, - ) - finally: - cleanup_db.close() + if run_eval_row_id: + try: + _apply_eval_chain_transcribe_cleanup(run_eval_row_id) + except Exception: + logger.exception( + "Failed to finalize eval-chain transcribe cleanup for row {}", + run_eval_row_id, + ) if run_eval_row_id: from app.workers.concurrency.fair_dispatch import ( finish_eval_work_and_redispatch, diff --git a/config.docker.sharding.example.yml b/config.docker.sharding.example.yml new file mode 100644 index 00000000..d36561f2 --- /dev/null +++ b/config.docker.sharding.example.yml @@ -0,0 +1,22 @@ +# Example Docker Compose config with generic data-plane database names. +# Copy to config.docker.yml (or merge into your existing file) and enable sharding +# after mounting docker/postgres/init-sharding-dbs.sh on the db service. +# +# Align compose env DATABASE_URL with catalog for all services, e.g.: +# DATABASE_URL=postgresql://efficientai:password@db:5432/efficientai_catalog + +database: + url: "postgresql://efficientai:password@db:5432/efficientai_catalog" + catalog_url: "postgresql://efficientai:password@db:5432/efficientai_catalog" + pool_size: 3 + max_overflow: 5 + sharding: + enabled: true + row_chunk_size: 500 + shards: + - id: data-shard-01 + url: "postgresql://efficientai:password@db:5432/efficientai_data_01" + - id: data-shard-02 + url: "postgresql://efficientai:password@db:5432/efficientai_data_02" + - id: data-shard-03 + url: "postgresql://efficientai:password@db:5432/efficientai_data_03" diff --git a/config.yml.example b/config.yml.example index 882d050d..14feedfd 100644 --- a/config.yml.example +++ b/config.yml.example @@ -21,6 +21,7 @@ operational: # Database Configuration database: + # Legacy single-DB mode: use one database (e.g. efficientai). Sharding off (default). url: "postgresql://efficientai:password@localhost:5432/efficientai" # Alternative: specify individual components # user: "efficientai" @@ -29,6 +30,30 @@ database: # port: 5432 # db: "efficientai" + # Connection pool (per process; use smaller values when many data shards) + pool_size: 10 + max_overflow: 20 + + # Data-plane sharding (call-import rows today; same shard slots can host other + # high-volume row data later). Default off β€” single database.url only. + # + # When enabled, prefer generic physical names (not call-import-specific): + # catalog β†’ efficientai_catalog (metadata, headers, registry, integrations) + # shards β†’ efficientai_data_01, efficientai_data_02, … + # shard id β†’ data-shard-01, data-shard-02, … (labels in config + registry) + # + # catalog_url: "postgresql://efficientai:password@localhost:5432/efficientai_catalog" + sharding: + enabled: false + row_chunk_size: 500 + # shards: + # - id: data-shard-01 + # url: "postgresql://efficientai:password@localhost:5432/efficientai_data_01" + # - id: data-shard-02 + # url: "postgresql://efficientai:password@localhost:5432/efficientai_data_02" + # - id: data-shard-03 + # url: "postgresql://efficientai:password@localhost:5432/efficientai_data_03" + # Redis Configuration redis: url: "redis://localhost:6379/0" diff --git a/docker-compose.yml b/docker-compose.yml index 0f873af3..57dc71df 100644 --- a/docker-compose.yml +++ b/docker-compose.yml @@ -16,6 +16,9 @@ services: POSTGRES_DB: ${POSTGRES_DB:-efficientai} volumes: - postgres_data:/var/lib/postgresql/data + # Optional: generic catalog + data DBs for sharding tests (first init only): + # - ./docker/postgres/init-sharding-dbs.sh:/docker-entrypoint-initdb.d/02-init-sharding-dbs.sh:ro + # See config.docker.sharding.example.yml ports: - "5432:5432" healthcheck: diff --git a/docker/postgres/init-sharding-dbs.sh b/docker/postgres/init-sharding-dbs.sh new file mode 100644 index 00000000..417130fa --- /dev/null +++ b/docker/postgres/init-sharding-dbs.sh @@ -0,0 +1,10 @@ +#!/bin/bash +# Creates generic catalog + data-plane databases for local sharding tests. +# Runs once on first Postgres volume init (docker-entrypoint-initdb.d). +set -e +psql -v ON_ERROR_STOP=1 --username "$POSTGRES_USER" --dbname "$POSTGRES_DB" <<-EOSQL + CREATE DATABASE efficientai_catalog; + CREATE DATABASE efficientai_data_01; + CREATE DATABASE efficientai_data_02; + CREATE DATABASE efficientai_data_03; +EOSQL diff --git a/docs-fumadocs/content/docs/operations/call-import-sharding.mdx b/docs-fumadocs/content/docs/operations/call-import-sharding.mdx new file mode 100644 index 00000000..4e437196 --- /dev/null +++ b/docs-fumadocs/content/docs/operations/call-import-sharding.mdx @@ -0,0 +1,47 @@ +--- +title: Call-import sharding operations +description: Pools, PgBouncer, and observability for multi-node Postgres +--- + +# Call-import sharding operations + +## Configuration + +See `config.yml.example` under `database.sharding`. Default is **off** (`enabled: false`). + +**Naming:** use generic Postgres database names (`efficientai_catalog`, `efficientai_data_01`, …) +and config shard ids (`data-shard-01`, …). Routing is call-import-specific today; the same +data-plane slots can be reused for other row-heavy features later. + +| Profile | `enabled` | `shards` | `catalog_url` | +|---------|-----------|----------|---------------| +| Legacy | false | β€” | β€” | +| Single-node enterprise | true | 1 entry | optional | +| Standard | true | 3–5 | dedicated | +| High volume | true | 6+ | dedicated | + +## Connection pools + +When `len(shards) > 1`, use smaller per-process pools (`pool_size` 3–5, `max_overflow` 5–10) +so API + workers Γ— shards stay under Postgres `max_connections`. + +## PgBouncer (optional) + +Point `database.url`, `catalog_url`, and each shard `url` at PgBouncer (`:6432`) in +transaction pooling mode. Keep SQLAlchemy `pool_pre_ping` enabled. + +## Observability + +Row Celery tasks log `shard_id` on the import worker hot path. Fair dispatch uses +per-shard pending scans when sharding is enabledβ€”watch Redis eval/import progress keys +(`eval:progress`, `import:progress`) alongside catalog parent counters. + +## Rebalance + +Dry-run registry updates: + +```bash +python scripts/rebalance_call_import_shards.py --target-shard data-shard-02 +``` + +Use `--apply` only after pausing the import and copying row data between shards. diff --git a/docs/operations/call-import-sharding-load-test.md b/docs/operations/call-import-sharding-load-test.md new file mode 100644 index 00000000..d279c638 --- /dev/null +++ b/docs/operations/call-import-sharding-load-test.md @@ -0,0 +1,21 @@ +# Call-import sharding load validation (Phase 11) + +Scenarios A–D from the internal Confluence runbook should be executed on AWS staging +(1 catalog + 5–6 row RDS instances) after enabling `database.sharding.enabled`. + +## Exit criteria + +- Row shard CPU ≀ 75% under scenario D (25k-row eval) +- Catalog CPU ≀ 50% +- No connection pool exhaustion (`pool_timeout` / PgBouncer queue depth stable) + +## Scenarios (summary) + +| ID | Description | +|----|-------------| +| A | Single import materialize + legacy import fetch | +| B | Unified eval pipeline, full metric set | +| C | Concurrent workspaces (fair dispatch) | +| D | 25k rows, max concurrency | + +Record results in the customer sign-off doc after GCP production sizing is confirmed. diff --git a/schema_er_diagram.png b/schema_er_diagram.png index 8d0c2e14969f0ffe75010a1dde777910ad111df5..3d8ae60874343738724e09d6b0bde977a484d650 100644 GIT binary patch literal 5306600 zcmdSC2|U*8`u1(Dwbx3srqzgbHz*AhN@OSv3Z+mI(jd|#%8;?OmL?SykxZpTqtYm% zS%y+5DJ3D1BJ=G1{`B8lyZwLO&-1*W_xZffd+)Vd+}*?PcU|Xop2u;V$91he3m0hj z>^7vEn3!14d2?qOh>7*_7ZV%vxA@OI;}n&$kbnKQN>_W9SiA7QW4EIG#Kis(n>TBQ zk#k7-8`qGGHE%U5*IP-fR(O(pTr_;8WMGJviod_5>Lc?*OU~TVeN~pTGVRp-(O0jI zySiZZ>HCKUXwBSXe`d_CqCuh(gF)#nZ4GayU3U$6c*N#ubz{!t90&KeIiIS7-1XXC 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