repo stringclasses 454
values | file_path stringlengths 5 201 | extension stringclasses 1
value | content stringlengths 8 509k | num_lines int64 3 16.9k | size_bytes int64 8 511k |
|---|---|---|---|---|---|
onyx | backend/onyx/document_index/document_metadata.py | .py | """Document-level metadata used during indexing.
Previously declared in the now-removed `onyx.document_index.interfaces` module.
Used by the indexing pipeline / Postgres upsert layer; not part of the search
backend interface.
"""
from dataclasses import dataclass
from datetime import datetime
from typing import Any
... | 41 | 1,277 |
onyx | backend/onyx/document_index/factory.py | .py | import httpx
from sqlalchemy.orm import Session
from onyx.configs.app_configs import (
DISABLE_VECTOR_DB,
ENABLE_OPENSEARCH_INDEXING_FOR_ONYX,
ONYX_DISABLE_VESPA,
)
from onyx.db.models import SearchSettings
from onyx.db.opensearch_migration import get_opensearch_retrieval_state
from onyx.document_index.dis... | 175 | 6,574 |
onyx | backend/onyx/document_index/document_index_utils.py | .py | import math
import uuid
from uuid import UUID
from sqlalchemy.orm import Session
from onyx.configs.app_configs import ENABLE_MULTIPASS_INDEXING
from onyx.db.models import SearchSettings
from onyx.db.search_settings import (
get_current_search_settings,
get_secondary_search_settings,
)
from onyx.document_index... | 206 | 7,215 |
onyx | backend/onyx/document_index/vespa_constants.py | .py | from onyx.configs.app_configs import (
VESPA_CLOUD_URL,
VESPA_CONFIG_SERVER_HOST,
VESPA_HOST,
VESPA_PORT,
VESPA_TENANT_PORT,
)
from onyx.configs.constants import SOURCE_TYPE
# config server
VESPA_CONFIG_SERVER_URL = (
VESPA_CLOUD_URL or f"http://{VESPA_CONFIG_SERVER_HOST}:{VESPA_TENANT_PORT}"... | 113 | 3,517 |
onyx | backend/onyx/document_index/vespa/internal_types.py | .py | """Vespa-internal data types.
These were previously declared in the now-removed
`onyx.document_index.interfaces` module. They survive only to support Vespa's
chunk-id deletion / range-retrieval plumbing, which has not been ported to the
new generic DocumentIndex interface.
"""
from dataclasses import dataclass
@dat... | 46 | 1,277 |
onyx | backend/onyx/document_index/vespa/deletion.py | .py | import concurrent.futures
from uuid import UUID
import httpx
from onyx.document_index.vespa_constants import DOCUMENT_ID_ENDPOINT, NUM_THREADS
from onyx.utils.logger import setup_logger
from onyx.utils.retry_wrapper import retry_builder
logger = setup_logger()
CONTENT_SUMMARY = "content_summary"
@retry_builder(t... | 69 | 2,028 |
onyx | backend/onyx/document_index/vespa/chunk_retrieval.py | .py | import json
import string
import time
from collections.abc import Callable, Mapping
from datetime import datetime, timezone
from typing import Any, cast
import httpx
from onyx.background.celery.tasks.opensearch_migration.constants import (
FINISHED_VISITING_SLICE_CONTINUATION_TOKEN,
)
from onyx.background.celery.... | 688 | 24,991 |
onyx | backend/onyx/document_index/vespa/indexing_utils.py | .py | import concurrent.futures
import json
import random
import time
import uuid
from abc import ABC, abstractmethod
from collections.abc import Callable
from datetime import datetime, timezone
from http import HTTPStatus
import httpx
from onyx.connectors.cross_connector_utils.miscellaneous_utils import (
get_experts_... | 440 | 15,871 |
onyx | backend/onyx/document_index/vespa/kg_interactions.py | .py | from onyx.db.document import (
get_document_kg_entities_and_relationships,
get_num_chunks_for_document,
)
from onyx.db.engine.sql_engine import get_session_with_current_tenant
from onyx.document_index.interfaces_new import TenantState
from onyx.document_index.vespa.vespa_document_index import (
KGUChunkUpda... | 64 | 2,023 |
onyx | backend/onyx/document_index/vespa/vespa_document_index.py | .py | import concurrent.futures
import io
import logging
import os
import random
import re
import time
import urllib.parse
import zipfile
from collections.abc import Generator, Iterable
from datetime import datetime, timedelta
from typing import Any, BinaryIO, cast
from uuid import UUID
import httpx
import jinja2
import req... | 1,369 | 52,937 |
onyx | backend/onyx/document_index/vespa/shared_utils/utils.py | .py | import time
from typing import cast
import httpx
from onyx.configs.app_configs import (
MANAGED_VESPA,
VESPA_CLOUD_CERT_PATH,
VESPA_CLOUD_KEY_PATH,
VESPA_REQUEST_TIMEOUT,
)
from onyx.document_index.vespa_constants import VESPA_APP_CONTAINER_URL
from onyx.utils.logger import setup_logger
logger = setu... | 115 | 3,927 |
onyx | backend/onyx/document_index/vespa/shared_utils/vespa_request_builders.py | .py | from datetime import datetime, timedelta, timezone
from onyx.configs.constants import INDEX_SEPARATOR
from onyx.context.search.models import IndexFilters
from onyx.document_index.vespa.internal_types import VespaChunkRequest
from onyx.document_index.vespa_constants import (
ACCESS_CONTROL_LIST,
CHUNK_ID,
D... | 294 | 10,347 |
onyx | backend/onyx/document_index/opensearch/opensearch_document_index.py | .py | import json
from collections.abc import Iterable
from typing import Any
from opensearchpy.helpers.errors import BulkIndexError
from onyx.access.models import DocumentAccess
from onyx.configs.app_configs import (
MAX_CHUNKS_PER_DOC_BATCH,
VERIFY_CREATE_OPENSEARCH_INDEX_ON_INIT_MT,
)
from onyx.configs.constants... | 1,158 | 50,241 |
onyx | backend/onyx/document_index/opensearch/port_copy.py | .py | """PRESENT -> FUTURE chunk copy for the reindex port.
Reads a document's existing chunks from the PRESENT OpenSearch index via the PIT
scan, re-embeds them under the FUTURE model, and writes them to the FUTURE index
create-only (it never overwrites a chunk a live/forward writer already owns, so a
stale backlog write c... | 215 | 10,004 |
onyx | backend/onyx/document_index/opensearch/constants.py | .py | # Default value for the maximum number of tokens a chunk can hold, if none is
# specified when creating an index.
import os
from enum import Enum
DEFAULT_MAX_CHUNK_SIZE = 512
# By default OpenSearch will only return a maximum of this many results in a
# given search. This value is configurable in the index settings.... | 116 | 4,912 |
onyx | backend/onyx/document_index/opensearch/string_filtering.py | .py | import re
MAX_DOCUMENT_ID_ENCODED_LENGTH: int = 512
class DocumentIDTooLongError(ValueError):
"""Raised when a document ID is too long for OpenSearch after filtering."""
def filter_and_validate_document_id(
document_id: str, max_encoded_length: int = MAX_DOCUMENT_ID_ENCODED_LENGTH
) -> str:
"""
Fil... | 49 | 1,736 |
onyx | backend/onyx/document_index/opensearch/client.py | .py | import json
import logging
import time
from collections import Counter
from collections.abc import Iterator
from contextlib import AbstractContextManager, nullcontext
from http import HTTPStatus
from typing import Any, Generic, TypeVar
import boto3
from opensearchpy import (
NotFoundError,
OpenSearch,
Tran... | 2,119 | 85,595 |
onyx | backend/onyx/document_index/opensearch/schema.py | .py | import hashlib
from datetime import datetime, timezone
from typing import Any, Self
from pydantic import (
BaseModel,
Field,
SerializerFunctionWrapHandler,
ValidationInfo,
field_serializer,
field_validator,
model_serializer,
model_validator,
)
from onyx.configs.app_configs import (
... | 618 | 26,302 |
onyx | backend/onyx/document_index/opensearch/search.py | .py | import random
from datetime import datetime, timedelta, timezone
from typing import Any, TypeAlias, TypeVar
from onyx.configs.app_configs import (
DEFAULT_OPENSEARCH_QUERY_TIMEOUT_S,
OPENSEARCH_EXPLAIN_ENABLED,
OPENSEARCH_MATCH_HIGHLIGHTS_DISABLED,
OPENSEARCH_PROFILING_DISABLED,
)
from onyx.configs.con... | 1,398 | 61,284 |
onyx | backend/onyx/document_index/opensearch/index_reclaim.py | .py | """OpenSearch-side primitive for reclaiming an old (PAST) index's data after a
reindex. Deployment-mode-aware and idempotent — safe to re-run until it reports
COMPLETE. Driven by the reclaim beat task (background/celery/tasks/index_reclaim).
"""
from enum import Enum
from onyx.configs.app_configs import OLD_INDEX_REC... | 66 | 2,895 |
onyx | backend/onyx/document_index/opensearch/cluster_settings.py | .py | from typing import Any
OPENSEARCH_CLUSTER_SETTINGS: dict[str, Any] = {
"persistent": {
# By default, when you index a document to a non-existent index,
# OpenSearch will automatically create the index. This behavior is
# undesirable so this function exposes the ability to disable it.
... | 19 | 906 |
onyx | backend/onyx/db/slack_channel_config.py | .py | from collections.abc import Sequence
from typing import Any
from sqlalchemy import select
from sqlalchemy.orm import Session, joinedload
from onyx.db.constants import (
DEFAULT_PERSONA_SLACK_CHANNEL_NAME,
SLACK_BOT_PERSONA_PREFIX,
)
from onyx.db.models import (
ChannelConfig,
Persona,
Persona__Doc... | 294 | 9,634 |
onyx | backend/onyx/db/search_settings.py | .py | from sqlalchemy import and_, delete, func, select
from sqlalchemy import inspect as sa_inspect
from sqlalchemy.orm import Session
from onyx.configs.model_configs import (
DEFAULT_DOCUMENT_ENCODER_MODEL,
DOCUMENT_ENCODER_MODEL,
)
from onyx.context.search.models import SavedSearchSettings
from onyx.db.llm import... | 385 | 14,440 |
onyx | backend/onyx/db/external_app.py | .py | import re
from collections.abc import Iterable
from dataclasses import dataclass
from typing import Any, cast
from uuid import UUID
from sqlalchemy import and_, delete, func, select
from sqlalchemy.dialects.postgresql import insert
from sqlalchemy.orm import Session, selectinload
from onyx.db.enums import (
Endpo... | 795 | 27,002 |
onyx | backend/onyx/db/document_set.py | .py | from collections.abc import Sequence
from typing import cast
from uuid import UUID
from sqlalchemy import Select, and_, delete, exists, func, or_, select
from sqlalchemy.orm import Session, aliased, selectinload
from onyx.configs.app_configs import DISABLE_VECTOR_DB
from onyx.db.connector_credential_pair import (
... | 837 | 29,937 |
onyx | backend/onyx/db/index_attempt_metrics.py | .py | """Stage-level metric write helpers for an `IndexAttempt`.
The canonical pipeline-stage taxonomy (``IndexAttemptStage``,
``StageScope``, ``STAGE_SCOPE``) lives in
``onyx.db.index_attempt_metrics_models`` so that ``onyx.db.models`` can
import the enum as a column type without creating a circular dependency
through this... | 402 | 13,896 |
onyx | backend/onyx/db/feedback.py | .py | from datetime import datetime, timezone
from uuid import UUID
from fastapi import HTTPException
from sqlalchemy import Select, and_, asc, delete, desc, exists, select
from sqlalchemy.orm import Session, aliased
from onyx.configs.constants import MessageType, SearchFeedbackType
from onyx.db.chat import get_chat_messag... | 272 | 8,700 |
onyx | backend/onyx/db/voice.py | .py | from typing import Any
from uuid import UUID
from sqlalchemy import select, update
from sqlalchemy.orm import Session
from onyx.db.models import User, VoiceProvider
from onyx.error_handling.error_codes import OnyxErrorCode
from onyx.error_handling.exceptions import OnyxError
MIN_VOICE_PLAYBACK_SPEED = 0.5
MAX_VOICE_... | 243 | 7,249 |
onyx | backend/onyx/db/entity_type.py | .py | from collections import defaultdict
from sqlalchemy import update
from sqlalchemy.orm import Session
from onyx.db.connector import fetch_unique_document_sources
from onyx.db.document import DocumentSource
from onyx.db.models import Connector, KGEntityType
from onyx.kg.models import KGAttributeEntityOption
from onyx.s... | 152 | 4,485 |
onyx | backend/onyx/db/federated.py | .py | from datetime import datetime
from typing import Any
from uuid import UUID
from sqlalchemy import select
from sqlalchemy.orm import Session, joinedload, selectinload
from onyx.configs.constants import FederatedConnectorSource
from onyx.db.engine.sql_engine import get_session_with_current_tenant
from onyx.db.models im... | 331 | 11,373 |
onyx | backend/onyx/db/persona_sharing.py | .py | """Pure helpers over loaded Persona share relations. Kept import-light so both
the persona db layer and the API snapshot models can use them without cycles."""
from uuid import UUID
from sqlalchemy import select
from sqlalchemy.orm import Session
from onyx.auth.schemas import UserRole
from onyx.db.enums import (
... | 95 | 3,420 |
onyx | backend/onyx/db/incognito.py | .py | """Membership query and file cleanup for incognito chats.
A file's privacy is decided when it is uploaded. The client mints the session
id when incognito is switched on and sends it with every upload, so a file
names its session before that session exists and the server never has to take
the client's word for whether ... | 182 | 6,809 |
onyx | backend/onyx/db/utils.py | .py | from enum import Enum
from typing import Any, Final, TypeGuard, TypeVar
from psycopg2 import OperationalError, errorcodes
from psycopg2.errors import ForeignKeyViolation, UniqueViolation
from pydantic import BaseModel
from sqlalchemy import inspect
from sqlalchemy.exc import IntegrityError
from onyx.db.models import ... | 103 | 3,423 |
onyx | backend/onyx/db/mcp.py | .py | import datetime
from uuid import UUID
from sqlalchemy import Select, and_, delete, select
from sqlalchemy.orm import Session, aliased, selectinload
from sqlalchemy.orm.attributes import flag_modified
from onyx.db.constants import UNSET, UnsetType
from onyx.db.enums import (
MCPAuthenticationPerformer,
MCPOAut... | 537 | 18,779 |
onyx | backend/onyx/db/hierarchy.py | .py | """CRUD operations for HierarchyNode."""
from collections import defaultdict
from uuid import UUID
from sqlalchemy import delete, select
from sqlalchemy.dialects.postgresql import insert as pg_insert
from sqlalchemy.engine import CursorResult
from sqlalchemy.exc import IntegrityError
from sqlalchemy.orm import Sessio... | 940 | 30,114 |
onyx | backend/onyx/db/chunk.py | .py | from datetime import datetime, timezone
from sqlalchemy import delete
from sqlalchemy.orm import Session
from onyx.db.models import ChunkStats
from onyx.indexing.models import UpdatableChunkData
def update_chunk_boost_components__no_commit(
chunk_data: list[UpdatableChunkData],
db_session: Session,
) -> Non... | 63 | 1,920 |
onyx | backend/onyx/db/relationships.py | .py | from typing import List
from sqlalchemy import or_
from sqlalchemy.dialects import postgresql
from sqlalchemy.dialects.postgresql import insert as pg_insert
from sqlalchemy.orm import Session
import onyx.db.document as dbdocument
from onyx.db.models import (
KGEntity,
KGEntityExtractionStaging,
KGRelation... | 617 | 20,482 |
onyx | backend/onyx/db/gated_app.py | .py | """The ``gated_app`` identity row: get-or-create, lookup, and the per-action
policy read/write shared by every gated target (external app or MCP server).
All mapping between a gated target ``(kind, target_id)`` and its ``gated_app``
row lives here; consumers reference ``gated_app_id`` only, never the per-catalog
colum... | 102 | 3,753 |
onyx | backend/onyx/db/scheduled_task.py | .py | """Database operations for Craft Scheduled Tasks.
Mirrors the style of ``backend/onyx/db/persona.py`` — every function takes
``db_session: Session`` first, all queries live here (per CLAUDE.md), and
ownership / NOT_FOUND raising is consistent.
The dispatcher's hot path (``claim_due_scheduled_tasks``) is the only
func... | 624 | 20,052 |
onyx | backend/onyx/db/tenant_shard.py | .py | """Writes to the `public.tenant_shard` catalog table. Reads live in `shard_routing`.
Schema-qualified raw SQL, matching the read side: `schema_translate_map` only rewrites
SQLAlchemy `Table` constructs, so an unqualified name in `text()` would resolve against
whatever `search_path` the pooled connection happens to car... | 69 | 2,842 |
onyx | backend/onyx/db/persona.py | .py | from collections.abc import Sequence
from datetime import datetime
from enum import Enum
from uuid import UUID
from fastapi import HTTPException
from sqlalchemy import Select, exists, func, not_, or_, select, update
from sqlalchemy.orm import Session, aliased, selectinload
from onyx.access.hierarchy_access import get... | 1,877 | 70,111 |
onyx | backend/onyx/db/models.py | .py | import datetime
import json
from typing import Any, Literal, NotRequired
from uuid import UUID, uuid4
from fastapi_users_db_sqlalchemy import (
SQLAlchemyBaseOAuthAccountTableUUID,
SQLAlchemyBaseUserTableUUID,
)
from fastapi_users_db_sqlalchemy.access_token import SQLAlchemyBaseAccessTokenTableUUID
from fastap... | 7,176 | 261,180 |
onyx | backend/onyx/db/discord_bot.py | .py | """CRUD operations for Discord bot models."""
from datetime import datetime, timezone
from sqlalchemy import delete, select
from sqlalchemy.exc import IntegrityError
from sqlalchemy.orm import Session, joinedload
from onyx.auth.api_key import build_displayable_api_key, generate_api_key, hash_api_key
from onyx.auth.s... | 451 | 13,981 |
onyx | backend/onyx/db/release_notes.py | .py | """Database functions for release notes functionality."""
from urllib.parse import urlencode
from sqlalchemy import select
from sqlalchemy.orm import Session
from onyx.configs.app_configs import INSTANCE_TYPE
from onyx.configs.constants import (
DANSWER_API_KEY_DUMMY_EMAIL_DOMAIN,
ONYX_UTM_SOURCE,
Notifi... | 102 | 3,415 |
onyx | backend/onyx/db/token_limit.py | .py | from collections import defaultdict
from collections.abc import Sequence
from uuid import UUID
from sqlalchemy import select
from sqlalchemy.orm import Session
from onyx.configs.constants import TokenRateLimitScope
from onyx.db.models import TokenRateLimit, TokenRateLimit__UserGroup, User__UserGroup
from onyx.error_h... | 159 | 5,056 |
onyx | backend/onyx/db/swap_index.py | .py | import time
from uuid import UUID
from sqlalchemy.orm import Session
from onyx.configs.app_configs import DISABLE_VECTOR_DB, VESPA_NUM_ATTEMPTS_ON_STARTUP
from onyx.configs.constants import KV_REINDEX_KEY
from onyx.db.connector_credential_pair import (
fetch_indexable_standard_connector_credential_pair_ids,
g... | 373 | 14,737 |
onyx | backend/onyx/db/dal.py | .py | """Base Data Access Layer (DAL) for database operations.
The DAL pattern groups related database operations into cohesive classes
with explicit session management. It supports two usage modes:
1. **External session** (FastAPI endpoints) — the caller provides a session
whose lifecycle is managed by FastAPI's de... | 75 | 2,288 |
onyx | backend/onyx/db/file_record.py | .py | from sqlalchemy import String, and_, case, cast, func, select, update
from sqlalchemy.dialects.postgresql import insert
from sqlalchemy.orm import Session
from onyx.background.task_utils import QUERY_REPORT_NAME_PREFIX
from onyx.configs.constants import FileOrigin, FileType
from onyx.db.enums import IndexingStatus
fro... | 263 | 8,939 |
onyx | backend/onyx/db/chat.py | .py | from collections.abc import Sequence
from datetime import datetime, timedelta, timezone
from typing import Tuple
from uuid import UUID
from fastapi import HTTPException
from sqlalchemy import Row, delete, desc, func, nullsfirst, or_, select, update
from sqlalchemy.exc import MultipleResultsFound
from sqlalchemy.orm im... | 1,160 | 40,528 |
onyx | backend/onyx/db/saml.py | .py | import datetime
from typing import cast
from uuid import UUID
from sqlalchemy import and_, func, select
from sqlalchemy.ext.asyncio import AsyncSession
from sqlalchemy.orm import Session, selectinload
from onyx.configs.app_configs import SESSION_EXPIRE_TIME_SECONDS
from onyx.db.models import SamlAccount
def upsert_... | 70 | 1,979 |
onyx | backend/onyx/db/oauth_config.py | .py | from typing import Any
from uuid import UUID
from sqlalchemy import select
from sqlalchemy.orm import Session
from onyx.db.models import OAuthConfig, OAuthUserToken, Tool
from onyx.utils.logger import setup_logger
logger = setup_logger()
# OAuth Config CRUD operations
def create_oauth_config(
name: str,
... | 193 | 5,882 |
onyx | backend/onyx/db/users.py | .py | from collections.abc import Callable, Sequence
from typing import Any
from uuid import UUID
from fastapi import HTTPException
from fastapi_users.password import PasswordHelper
from sqlalchemy import Select, case, delete, func, literal, select, update
from sqlalchemy.dialects.postgresql import insert as pg_insert
from ... | 830 | 28,693 |
onyx | backend/onyx/db/rotate_encryption_key.py | .py | """Rotate encryption key for all encrypted columns.
Dynamically discovers all columns using EncryptedString / EncryptedJson,
decrypts each value with the old key, and re-encrypts with the current
ENCRYPTION_KEY_SECRET.
The operation is idempotent: rows already encrypted with the current key
are skipped. Commits are m... | 163 | 5,908 |
onyx | backend/onyx/db/api_key.py | .py | import uuid
from typing import NamedTuple
from fastapi_users.password import PasswordHelper
from sqlalchemy import delete, select
from sqlalchemy.ext.asyncio import AsyncSession
from sqlalchemy.orm import Session, contains_eager, joinedload
from onyx.auth.api_key import (
ApiKeyDescriptor,
build_displayable_a... | 281 | 9,458 |
onyx | backend/onyx/db/constants.py | .py | SLACK_BOT_PERSONA_PREFIX = "__slack_bot_persona__"
DEFAULT_PERSONA_SLACK_CHANNEL_NAME = "DEFAULT_SLACK_CHANNEL"
CONNECTOR_VALIDATION_ERROR_MESSAGE_PREFIX = "ConnectorValidationError:"
# Sentinel value to distinguish between "not provided" and "explicitly set to None"
class UnsetType:
def __repr__(self) -> str:
... | 14 | 366 |
onyx | backend/onyx/db/sso_provider.py | .py | import json
import os
import re
from pathlib import Path
from typing import Any
from email_validator import EmailNotValidError, validate_email
from pydantic import BaseModel, ConfigDict, Field, ValidationError
from sqlalchemy import select
from sqlalchemy.exc import IntegrityError
from sqlalchemy.ext.asyncio import As... | 391 | 14,391 |
onyx | backend/onyx/db/opensearch_migration.py | .py | """Database operations for OpenSearch migration tracking.
This module provides functions to track the progress of migrating documents
from Vespa to OpenSearch.
"""
import json
from datetime import datetime, timezone
from sqlalchemy import select, text
from sqlalchemy.dialects.postgresql import insert
from sqlalchemy... | 441 | 15,440 |
onyx | backend/onyx/db/permission_sync_attempt.py | .py | """Permission sync attempt CRUD operations and utilities.
This module contains all CRUD operations for both DocPermissionSyncAttempt
and ExternalGroupPermissionSyncAttempt models, along with shared utilities.
"""
from typing import Any, cast
from sqlalchemy import delete, func, select
from sqlalchemy.engine.cursor i... | 581 | 19,727 |
onyx | backend/onyx/db/llm.py | .py | from sqlalchemy import delete, or_, select, update
from sqlalchemy.dialects.postgresql import insert
from sqlalchemy.orm import Session, load_only, selectinload
from onyx.auth.schemas import UserRole
from onyx.db.enums import LLMModelFlowType
from onyx.db.models import CloudEmbeddingProvider as CloudEmbeddingProviderM... | 1,312 | 44,081 |
onyx | backend/onyx/db/connector.py | .py | from datetime import datetime, timezone
from sqlalchemy import and_, exists, func, select
from sqlalchemy.orm import Session, aliased
from onyx.configs.app_configs import DEFAULT_PRUNING_FREQ
from onyx.configs.constants import DocumentSource
from onyx.connectors.models import InputType
from onyx.db.enums import Index... | 401 | 13,166 |
onyx | backend/onyx/db/background_error.py | .py | from sqlalchemy.orm import Session
from onyx.db.models import BackgroundError
def create_background_error(
db_session: Session, message: str, cc_pair_id: int | None
) -> None:
db_session.add(BackgroundError(message=message, cc_pair_id=cc_pair_id))
db_session.commit()
| 11 | 283 |
onyx | backend/onyx/db/code_interpreter.py | .py | from sqlalchemy import select
from sqlalchemy.orm import Session
from onyx.db.models import CodeInterpreterServer
def fetch_code_interpreter_server(
db_session: Session,
) -> CodeInterpreterServer:
server = db_session.scalars(select(CodeInterpreterServer)).one()
return server
def update_code_interprete... | 22 | 557 |
onyx | backend/onyx/db/connector_credential_pair.py | .py | from datetime import datetime
from enum import Enum
from typing import TypeVarTuple
from uuid import UUID
from fastapi import HTTPException
from pydantic import BaseModel
from sqlalchemy import Select, and_, delete, desc, exists, func, or_, select, update
from sqlalchemy.orm import Session, aliased, joinedload, select... | 931 | 30,748 |
onyx | backend/onyx/db/auth.py | .py | from collections.abc import AsyncGenerator, Callable
from typing import Any, Dict, TypeVar
from fastapi import Depends
from fastapi_users.models import ID, UP
from fastapi_users_db_sqlalchemy import SQLAlchemyUserDatabase
from fastapi_users_db_sqlalchemy.access_token import SQLAlchemyAccessTokenDatabase
from sqlalchem... | 122 | 4,532 |
onyx | backend/onyx/db/tenant_invite_counter.py | .py | from sqlalchemy import func, update
from sqlalchemy.dialects.postgresql import insert as pg_insert
from sqlalchemy.orm import Session
from onyx.db.models import TenantInviteCounter
def reserve_trial_invites(
shared_session: Session,
tenant_id: str,
num_invites: int,
) -> int:
"""Atomically increment ... | 62 | 2,212 |
onyx | backend/onyx/db/enums.py | .py | from __future__ import annotations
from enum import Enum as PyEnum
from typing import ClassVar
class AccountType(str, PyEnum):
"""
What kind of account this is — determines whether the user
enters the group-based permission system.
STANDARD + SERVICE_ACCOUNT → participate in group system
BOT, EX... | 793 | 23,972 |
onyx | backend/onyx/db/index_attempt_metrics_models.py | .py | """Stage taxonomy for `IndexAttempt` metrics.
This module owns the canonical pipeline-stage enum, its display-scope
companion enum, and the static mapping between them. It is intentionally
a leaf module — it imports nothing from the rest of the Onyx codebase —
so it can be safely imported by both ``onyx.db.models`` (w... | 117 | 5,075 |
onyx | backend/onyx/db/entities.py | .py | import uuid
from datetime import datetime, timezone
from typing import List
from sqlalchemy import func, literal, select, update
from sqlalchemy.dialects.postgresql import JSONB
from sqlalchemy.dialects.postgresql import insert as pg_insert
from sqlalchemy.orm import Session
import onyx.db.document as dbdocument
from... | 334 | 11,252 |
onyx | backend/onyx/db/user_file.py | .py | import datetime
from uuid import UUID
from sqlalchemy import exists, func, select, update
from sqlalchemy.orm import Session, joinedload, selectinload
from onyx.db.enums import UserFileStatus
from onyx.db.models import Persona, Project__UserFile, User, UserFile
def fetch_chunk_counts_for_user_files(
user_file_i... | 293 | 10,468 |
onyx | backend/onyx/db/usage.py | .py | """Database interactions for tenant usage tracking (cloud usage limits)."""
from datetime import datetime, timezone
from enum import Enum
from pydantic import BaseModel
from sqlalchemy import select
from sqlalchemy.dialects.postgresql import insert as pg_insert
from sqlalchemy.orm import Session
from onyx.db.models ... | 189 | 5,809 |
onyx | backend/onyx/db/encrypted_kv_store.py | .py | """Encrypted-at-rest key/value storage for instance-level secrets.
Backed by the ``encrypted_key_value_store`` table and never mirrored to the cache, so
secrets stay encrypted at rest and out of Redis. Tenant context is picked up from the
current-tenant contextvar, matching the plain KV store."""
from typing import A... | 44 | 1,729 |
onyx | backend/onyx/db/pat.py | .py | """Database operations for Personal Access Tokens."""
import asyncio
from datetime import datetime, timezone
from typing import NamedTuple
from uuid import UUID
from sqlalchemy import select, update
from sqlalchemy.ext.asyncio import AsyncSession
from sqlalchemy.orm import Session, contains_eager
from onyx.auth.pat ... | 210 | 6,929 |
onyx | backend/onyx/db/tracing.py | .py | from __future__ import annotations
from uuid import UUID
from sqlalchemy import select
from sqlalchemy.orm import Session
from onyx.db.models import TracingProviderConfig
from shared_configs.enums import TracingProviderType
def fetch_all_tracing_providers(db_session: Session) -> list[TracingProviderConfig]:
st... | 64 | 1,904 |
onyx | backend/onyx/db/projects.py | .py | import datetime
import uuid
from typing import List
from uuid import UUID
from fastapi import HTTPException, UploadFile
from pydantic import BaseModel, ConfigDict, Field
from sqlalchemy import func
from sqlalchemy.orm import Session
from starlette.background import BackgroundTasks
from onyx.configs.app_configs import... | 263 | 8,951 |
onyx | backend/onyx/db/web_search.py | .py | from __future__ import annotations
from sqlalchemy import select, update
from sqlalchemy.orm import Session
from onyx.db.models import InternetContentProvider, InternetSearchProvider
from onyx.tools.tool_implementations.web_search.models import WebContentProviderConfig
from shared_configs.enums import WebContentProvi... | 326 | 10,062 |
onyx | backend/onyx/db/port_attempt.py | .py | """DB helpers for the reindexing port-attempt lifecycle.
One PortAttempt per (cc_pair, FUTURE SearchSettings) drives the backlog port.
The partial-unique index `ix_port_attempt_active_unique` guarantees at most one
active (NOT_STARTED / IN_PROGRESS) attempt per pair; terminal rows accumulate as
history. Nothing here e... | 837 | 32,570 |
onyx | backend/onyx/db/index_attempt.py | .py | from collections.abc import Sequence
from datetime import datetime, timedelta, timezone
from typing import TypeVarTuple
from sqlalchemy import Select, and_, delete, desc, func, select, update
from sqlalchemy.orm import Session, joinedload
from onyx.connectors.models import ConnectorFailure
from onyx.db.engine.sql_eng... | 1,214 | 41,710 |
onyx | backend/onyx/db/deletion_attempt.py | .py | from sqlalchemy.orm import Session
from onyx.db.index_attempt import get_last_attempt
from onyx.db.models import ConnectorCredentialPair, IndexingStatus
from onyx.db.search_settings import get_current_search_settings
def check_deletion_attempt_is_allowed(
connector_credential_pair: ConnectorCredentialPair,
d... | 52 | 1,727 |
onyx | backend/onyx/db/sync_record.py | .py | from sqlalchemy import and_, desc, func, select, update
from sqlalchemy.orm import Session
from onyx.db.enums import SyncStatus, SyncType
from onyx.db.models import SyncRecord
from onyx.utils.logger import setup_logger
logger = setup_logger()
def insert_sync_record(
db_session: Session,
entity_id: int,
... | 159 | 4,809 |
onyx | backend/onyx/db/user_usage.py | .py | """Daily per-user LLM usage rollup for cost/token attribution.
A window rollup: rows accumulate in place per (user, window,
model, flow, provider, incognito), not an append-only per-call ledger."""
from collections import defaultdict
from collections.abc import Iterator, Sequence
from datetime import datetime, timede... | 561 | 18,675 |
onyx | backend/onyx/db/document_access.py | .py | """SQL filters matching indexed document visibility."""
from uuid import UUID
from sqlalchemy import Select, String, and_, any_, cast, or_, select
from sqlalchemy.dialects import postgresql
from sqlalchemy.orm import Session
from sqlalchemy.sql.elements import ColumnElement
from onyx.db.connector_credential_pair imp... | 78 | 2,524 |
onyx | backend/onyx/db/permissions.py | .py | """
DB operations for recomputing user effective_permissions.
These live in onyx/db/ (not onyx/auth/) because they are pure DB operations
that query PermissionGrant rows and update the User.effective_permissions
JSONB column. Keeping them here avoids circular imports when called from
other onyx/db/ modules such as us... | 133 | 4,616 |
onyx | backend/onyx/db/input_prompt.py | .py | from uuid import UUID
from fastapi import HTTPException
from sqlalchemy import or_, select
from sqlalchemy.dialects.postgresql import insert as pg_insert
from sqlalchemy.exc import IntegrityError
from sqlalchemy.orm import Session, aliased
from onyx.db.models import InputPrompt, InputPrompt__User, User
from onyx.util... | 250 | 7,325 |
onyx | backend/onyx/db/pydantic_type.py | .py | import json
from typing import Any, Optional, Type
from pydantic import BaseModel
from sqlalchemy.dialects.postgresql import JSONB
from sqlalchemy.types import TypeDecorator
class PydanticType(TypeDecorator):
impl = JSONB
def __init__(
self, pydantic_model: Type[BaseModel], *args: Any, **kwargs: Any... | 63 | 1,741 |
onyx | backend/onyx/db/tag.py | .py | from typing import Any
from sqlalchemy import and_, delete, or_, select
from sqlalchemy.dialects.postgresql import insert as pg_insert
from sqlalchemy.orm import Session, aliased
from onyx.configs.constants import DocumentSource
from onyx.db.models import Document, Document__Tag, Tag
from onyx.utils.logger import set... | 304 | 9,997 |
onyx | backend/onyx/db/hook.py | .py | import datetime
from uuid import UUID
from sqlalchemy import delete, select
from sqlalchemy.engine import CursorResult
from sqlalchemy.exc import IntegrityError
from sqlalchemy.orm import Session, selectinload
from onyx.db.constants import UNSET, UnsetType
from onyx.db.enums import HookFailStrategy, HookPoint
from on... | 230 | 7,183 |
onyx | backend/onyx/db/chat_search.py | .py | from typing import List, Optional, Tuple
from uuid import UUID
from sqlalchemy import ColumnElement, column, desc, func, select
from sqlalchemy.orm import Session, joinedload
from sqlalchemy.sql.expression import ColumnClause
from onyx.db.models import ChatMessage, ChatSession
def search_chat_sessions(
user_id:... | 107 | 3,508 |
onyx | backend/onyx/db/notification.py | .py | from datetime import datetime, timezone
from uuid import UUID
from sqlalchemy import JSON, cast, select, update
from sqlalchemy.dialects import postgresql
from sqlalchemy.dialects.postgresql import insert
from sqlalchemy.orm import Session
from sqlalchemy.sql import func
from sqlalchemy.sql.elements import ColumnEleme... | 315 | 10,363 |
onyx | backend/onyx/db/targeted_reindex.py | .py | """DB helpers for the targeted-reindex flow.
The API path takes a list of error IDs (failure-driven retry) or a list
of `(cc_pair_id, document_id)` tuples (arbitrary reindex), validates +
dedups them, then writes:
1. one `targeted_reindex_job` row,
2. N `targeted_reindex_job_target` rows (one per doc),
3.... | 401 | 14,163 |
onyx | backend/onyx/db/user_preferences.py | .py | from collections.abc import Sequence
from uuid import UUID
from sqlalchemy import Column, delete, desc, select, update
from sqlalchemy.orm import Session
from onyx.auth.schemas import UserRole
from onyx.db.enums import AccountType, DefaultAppMode, ThemePreference
from onyx.db.models import (
AccessToken,
Assi... | 409 | 12,286 |
onyx | backend/onyx/db/port_orphan_candidate.py | .py | """Tracking of docs deleted mid-port so a delete that races the reindex port isn't left
resurrected in the target index — the port's create-only write can't tell a just-deleted
chunk from a never-written one, so a copy landing after the delete re-adds the doc (which
then has no Postgres row and is never cleaned up). Th... | 202 | 7,676 |
onyx | backend/onyx/db/indexing_coordination.py | .py | """Database-based indexing coordination to replace Redis fencing."""
from pydantic import BaseModel
from sqlalchemy import select
from sqlalchemy.exc import SQLAlchemyError
from sqlalchemy.orm import Session
from onyx.db.enums import IndexingStatus
from onyx.db.index_attempt import (
count_error_rows_for_index_at... | 268 | 9,262 |
onyx | backend/onyx/db/skill.py | .py | """DB operations for skill rows.
Management authorization:
- `VIEW` includes associated custom rows but excludes associated built-in
provider rows, applies normal ownership and sharing visibility, and lets
admins view all remaining skills.
- `EDIT` is the skill mutation policy. It excludes built-in rows and only
... | 684 | 21,280 |
onyx | backend/onyx/db/document.py | .py | import contextlib
import time
from collections.abc import Generator, Iterable, Sequence
from datetime import datetime, timedelta, timezone
from typing import Any
from uuid import UUID
from sqlalchemy import (
CompoundSelect,
Select,
and_,
delete,
distinct,
exists,
func,
literal,
or_... | 1,974 | 68,597 |
onyx | backend/onyx/db/slack_bot.py | .py | from collections.abc import Sequence
from sqlalchemy import select
from sqlalchemy.orm import Session
from onyx.db.models import SlackBot
def insert_slack_bot(
db_session: Session,
name: str,
enabled: bool,
bot_token: str,
app_token: str,
user_token: str | None = None,
) -> SlackBot:
sla... | 81 | 1,944 |
onyx | backend/onyx/db/credentials.py | .py | from typing import Any
from sqlalchemy import Select, exists, select, update
from sqlalchemy.orm import Session
from sqlalchemy.sql.expression import and_, or_
from onyx.auth.schemas import UserRole
from onyx.configs.constants import DocumentSource, NotificationType
from onyx.db.connector_alerts import clear_connecto... | 483 | 15,808 |
onyx | backend/onyx/db/tools.py | .py | from typing import TYPE_CHECKING, Any, Type, cast
from uuid import UUID
from sqlalchemy import func, or_, select
from sqlalchemy.orm import Session
from onyx.db.constants import UNSET, UnsetType
from onyx.db.enums import MCPServerStatus
from onyx.db.models import MCPServer, OAuthConfig, Tool, ToolCall
from onyx.serve... | 296 | 9,700 |
onyx | backend/onyx/db/image_generation.py | .py | from sqlalchemy import select, update
from sqlalchemy.orm import Session, selectinload
from onyx.db.models import ImageGenerationConfig, LLMProvider, ModelConfiguration
from onyx.llm.model_capabilities import get_max_input_tokens
from onyx.utils.logger import setup_logger
logger = setup_logger()
# Default image gene... | 242 | 7,528 |
onyx | backend/onyx/db/admin_banner.py | .py | from datetime import datetime, timezone
from pydantic import BaseModel
from onyx.key_value_store.factory import get_kv_store
from onyx.key_value_store.interface import KvKeyNotFoundError
from onyx.utils.logger import setup_logger
logger = setup_logger()
# The banner's authored content is one global fact, stored as ... | 58 | 1,686 |
onyx | backend/onyx/db/tasks.py | .py | from datetime import datetime
from sqlalchemy import desc, func, select
from sqlalchemy.orm import Session
from sqlalchemy.sql import delete
from onyx.configs.app_configs import JOB_TIMEOUT
from onyx.db.engine.time_utils import get_db_current_time
from onyx.db.models import TaskQueueState, TaskStatus
def get_latest... | 162 | 4,086 |
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