unsloth/studio/backend/core
alkinun 14188d6f45
Add API server monitor in Studio (#5558)
* Add Studio API activity monitor

* [pre-commit.ci] auto fixes from pre-commit.com hooks

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* Mark disconnected monitor streams cancelled

* Fix monitor lifecycle, parsing, and clock issues for PR #5558

Backend:
- Finalize the monitor entry as error on the chat-completions validation
  reject paths (addresses the codex P2 comment around line 2337). Adds a
  small _reject helper next to the api_monitor.start so each early-raise
  in the GGUF tool-passthrough, non-empty-messages, GGUF vision/audio,
  PIL image decode, and text-only model branches no longer leaves the
  entry stuck running until eviction.
- _monitor_openai_chunk is now defensive about malformed shapes
  (non-list choices, non-dict choice/delta) so a misbehaving provider
  chunk does not raise into the streaming generator and abort the
  user's response.
- _monitor_openai_sse_line accepts both data:value and data: value per
  SSE spec; previously the single-space-only prefix silently dropped
  tokens from compact emitters.
- openai_completions stream now keeps a residual buffer between
  aiter_bytes chunks so a data: line whose newline lands in the next
  TCP frame is reconstructed before parsing, instead of being dropped
  by the per-chunk splitlines call.

api_monitor:
- duration_ms is derived from time.monotonic anchors and clamped at 0,
  so NTP / manual clock steps no longer produce negative durations.
- finish() and fail() are idempotent: a second call (for example [DONE]
  arriving after the generator's finally block already ran) no longer
  moves finished_at or finished_monotonic.
- set_usage only derives total_tokens when no authoritative total has
  been recorded, so a later partial-usage chunk does not clobber a
  provider-reported total from an earlier chunk.
- _trim guards limit < 3 so the slice cannot underflow.

Tests:
- Adds regression coverage for the new idempotency, total preservation,
  monotonic clock, and _trim guard behaviour.

* [pre-commit.ci] auto fixes from pre-commit.com hooks

for more information, see https://pre-commit.ci

* Mark monitored stream failures correctly

* Fix completions monitor failures

* Fix responses stream monitor cleanup

* Fix audio input API monitor lifecycle

* [pre-commit.ci] auto fixes from pre-commit.com hooks

for more information, see https://pre-commit.ci

* Fix API monitor review follow-ups

* [pre-commit.ci] auto fixes from pre-commit.com hooks

for more information, see https://pre-commit.ci

* Fix completions monitor usage accounting

* Fix API monitor cancellation and usage gaps

* [pre-commit.ci] auto fixes from pre-commit.com hooks

for more information, see https://pre-commit.ci

* Move API monitor into settings

* Fix API monitor review followups

* [pre-commit.ci] auto fixes from pre-commit.com hooks

for more information, see https://pre-commit.ci

* Lazy load API monitor details

* [pre-commit.ci] auto fixes from pre-commit.com hooks

for more information, see https://pre-commit.ci

* Fix API monitor review issues

* Finalize passthrough monitor on clean EOF

* Finalize monitor on chat validation rejects

* Fix API monitor review follow-ups

* [pre-commit.ci] auto fixes from pre-commit.com hooks

for more information, see https://pre-commit.ci

* Fix API monitor follow-up review issues

* Monitor embeddings and tool-call replies

* Cover tool-call monitor replies and cancellations

* [pre-commit.ci] auto fixes from pre-commit.com hooks

for more information, see https://pre-commit.ci

* Scope API monitor entries by subject

* [pre-commit.ci] auto fixes from pre-commit.com hooks

for more information, see https://pre-commit.ci

* Finalize monitor entries on cancellation

* fix: address PR 5558 CI failures

* [pre-commit.ci] auto fixes from pre-commit.com hooks

for more information, see https://pre-commit.ci

* fix: update provider proxy test stub

---------

Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>
Co-authored-by: Daniel Han <danielhanchen@gmail.com>
Co-authored-by: imagineer99 <samleejackson0@gmail.com>
Co-authored-by: Lee Jackson <130007945+Imagineer99@users.noreply.github.com>
2026-06-16 20:26:13 +01:00
..
data_recipe Reduce and tighten code comments and docstrings repo-wide (#6095) 2026-06-08 23:09:51 -07:00
export fix: respect absolute export paths to prevent cross-drive copy failures (WinError 112) (#6088) 2026-06-12 12:52:57 +02:00
inference Add API server monitor in Studio (#5558) 2026-06-16 20:26:13 +01:00
rag Studio: project sources backed by RAG (#6205) 2026-06-12 15:42:51 +02:00
training Studio: Xet-primary model downloads with automatic HTTP fallback on stall (#6372) 2026-06-16 06:17:54 -07:00
__init__.py Reduce and tighten code comments and docstrings repo-wide (#6095) 2026-06-08 23:09:51 -07:00
_torchao_stub.py Reduce and tighten code comments and docstrings repo-wide (#6095) 2026-06-08 23:09:51 -07:00
tool_healing.py Reduce and tighten code comments and docstrings repo-wide (#6095) 2026-06-08 23:09:51 -07:00