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Classic298
615807ad0b
chore: remove unused json import in models/chats.py (#27796)
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`backend/open_webui/models/chats.py` imports `json`, but the module contains no `json.` references. The only remaining matches in the file are SQL function names such as `json_each` and `json_typeof` inside `text()` strings, which are unrelated to the import.

Noticed while profiling the chat read/write path: the import made it look as though the module serialized locally, when all of that happens in `utils/misc.py:sanitize_data_for_db`.

One-line deletion, no behaviour change.
2026-07-31 19:09:41 -05:00
Classic298
798f3935ae
fix: keep streamed Responses output when response.completed reports an empty output array (#27800)
The `response.completed` handler replaced the accumulated output with the terminal event's `output` whenever that key was present, guarded only by `is not None`. An empty array satisfies that guard, so a provider that finishes the stream with `"output": []` wiped everything collected from `response.output_item.added`, `response.output_text.delta` and `response.output_item.done`.

The assistant message was then persisted with `output: []` and empty content, which shows up as a reply that renders correctly while streaming and disappears the moment the stream ends.

Fall back to the accumulated output when the terminal array is empty. A spec-compliant `response.completed` still wins, since a populated array is truthy, and when nothing was streamed the accumulated output is empty too, so the fallback cannot invent content.

Fixes #27789
2026-07-31 19:09:32 -05:00
Classic298
ac8af4996c
perf: index group_member on (user_id, group_id) (#27822)
Permission checks are the most repeated database work in a request, and every one of them asks the same question: which groups is this user in. Today that question cannot use an index.

`group_member` has only its primary key and a `(group_id, user_id)` unique constraint. That constraint leads on `group_id`, so a lookup by `user_id` has to walk the entire membership table, every time. `Groups.get_groups_by_member_id` sits under `has_permission`, `has_access`, `check_model_access` and the `AccessGrants` fallbacks, so an ordinary chat completion pays that walk several times before the model is even called, and the admin user list pays it once per row.

The cost scales with total memberships across all users rather than with the size of any one user's, so it stays invisible on a small instance and then arrives all at once on a large one.

Measured on SQLite, timing the real join from `get_groups_by_member_id`:

| memberships | before | after |
|---|---|---|
| 5,000 | 0.04 ms | 0.03 ms |
| 50,000 | 0.10 ms | 0.04 ms |
| 200,000 | 1.33 ms | 0.04 ms |
| 500,000 | 2.94 ms | 0.04 ms |

The after column is flat because the lookup becomes a seek instead of a scan. Concretely: on a deployment with 500k memberships, say 10,000 users in 50 groups each, one chat completion currently spends roughly 15 ms of database time answering the same question over and over. Afterwards it is under 0.2 ms. On a small install you will not be able to measure the difference, and that is fine, the point is that the curve stops bending.

The index is `(user_id, group_id)`. The trailing column makes those lookups index-only, since `group_id` is the column they select. Queries that lead on `group_id`, such as `get_group_user_ids_by_id` and the `chat_messages` subqueries, are already served by the existing unique constraint and are unaffected.

What to expect when the migration runs: on PostgreSQL this is a plain `CREATE INDEX`, which takes a SHARE lock, so reads continue while writes to `group_member` block until it completes. The table holds one row per membership, so expect sub-second even on the numbers above. `CONCURRENTLY` cannot be used here because the migration runner wraps the upgrade in a transaction, and it is not warranted at this table size.
2026-07-31 19:09:15 -05:00
Classic298
52cfb02c72
perf: build debug log messages lazily so disabled debug logs cost nothing (#27834)
GLOBAL_LOG_LEVEL defaults to INFO, so every log.debug(...) in the backend is discarded, but the message is built first: 187 call sites interpolate their payload into an f-string before the logging call runs, so the work happens on every request and the result is thrown away. The worst one sits in process_chat_payload and stringifies the whole request body, full conversation history included, once per chat completion.

That one line with DEBUG disabled, CPython 3.12:

| conversation | payload | before   | after   |
| ------------ | ------- | -------- | ------- |
| 4 messages   | 1.2 kB  | 3.4 us   | 0.07 us |
| 20 messages  | 17 kB   | 24.8 us  | 0.07 us |
| 60 messages  | 123 kB  | 216.6 us | 0.07 us |

The lazy form log.debug('form_data: %s', form_data) hands the payload to record.getMessage(), which the InterceptHandler only reaches once a record has passed the level check. With DEBUG enabled the emitted lines are byte-identical, f'{x=}' sites included: those map to %r. MistralLoader._debug_log callers get the same treatment, since that wrapper already forwards *args.
2026-07-31 19:09:01 -05:00
G30
b67804f2b6
fix: do not auto-open artifacts from the sidebar chat hover preview (#27773) 2026-07-31 17:58:02 -04:00
Timothy Jaeryang Baek
78ed5a0235 refac
Co-Authored-By: Classic298 <27028174+Classic298@users.noreply.github.com>
2026-07-31 17:45:07 -04:00
Timothy Jaeryang Baek
bb0f898b43 refac 2026-07-31 17:41:14 -04:00
Timothy Jaeryang Baek
3becec6ccf refac 2026-07-31 17:35:34 -04:00
Timothy Jaeryang Baek
5b333d75c6 refac 2026-07-31 17:34:39 -04:00
Classic298
ec0e60033b
perf: use the orjson codec for the permission deep copy (#27807)
`get_permissions` deep-copies the default permission tree with a `json.loads(json.dumps(...))` round trip before merging group permissions into it. It runs on signin, signup, the permissions endpoint, OAuth, and the chat-completion middleware.

It now goes through `JSONCodec`, which selects orjson when `ENABLE_ORJSON` is set. The intermediate string never leaves the expression, so neither the escaping nor the separator differences between the two backends are observable; only the resulting object is used.

`default_permissions` always originates from `Config.get('user.permissions')`, a SQLAlchemy `JSON` column, so the tree is JSON-native by construction and the round trip is exact.

Note for anyone tempted to simplify this to `copy.deepcopy`: measured on the real `DEFAULT_USER_PERMISSIONS` shape over 200k iterations, `deepcopy` takes 3.51s against 1.45s for the stdlib round trip and 0.40s for orjson. The round trip is the fast option, not a workaround.

With `ENABLE_ORJSON` unset, which is the default, `JSONCodec` is stdlib `json` and this call site behaves exactly as before.
2026-07-31 17:32:14 -04:00
Classic298
e2221fb662
perf: use the orjson codec to parse Jupyter kernel messages (#27812)
The code interpreter parses every message from the Jupyter kernel websocket with stdlib `json`, in a loop that runs for the duration of an execution. Messages carrying large stdout or a base64 image payload are the expensive ones.

It now goes through `JSONCodec`, which selects orjson when `ENABLE_ORJSON` is set. Every consumer of the parsed message reads strings only: `content.text`, `content.data['text/plain']` and `['image/png']`, `content.traceback`, and `content.execution_state`. Jupyter renders large integers into `text/plain` as strings rather than JSON numbers, so no numeric round trip is involved.

The one-shot `execute_request` message this module sends keeps stdlib `json`; it is a small fixed-shape dict sent once per execution.

With `ENABLE_ORJSON` unset, which is the default, `JSONCodec` is stdlib `json` and this call site behaves exactly as before.
2026-07-31 17:32:05 -04:00
Classic298
d03e9af0b7
perf: use the orjson codec to parse Oracle vector metadata (#27813)
`_json_to_metadata` parses the metadata of every result row returned by search and get. It now goes through `JSONCodec`, which selects orjson when `ENABLE_ORJSON` is set.

The text it parses is produced by Oracle's own `JSON_SERIALIZE`, and the column is a native `JSON` type, so the database normalises whatever was written and the reader never depends on the writer's escaping.

The matching `_metadata_to_json` write deliberately keeps stdlib `json`: it passes `default=self._decimal_handler`, orjson accepts none of stdlib's keyword arguments, and dropping the handler would turn a currently successful insert of a `Decimal` into a hard failure. The read side has no such constraint.

With `ENABLE_ORJSON` unset, which is the default, `JSONCodec` is stdlib `json` and this call site behaves exactly as before.
2026-07-31 17:31:14 -04:00