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| Author | SHA1 | Message | Date | |
|---|---|---|---|---|
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bb448b0031 |
fix(tests): stabilize image-edit VCR cassettes to stop live gpt-image-1 spend (#28110)
* fix(tests): stabilize image-edit VCR cassettes to stop live gpt-image-1 spend
The image-edit cassettes for ``gpt-image-1`` were accumulating >50
episodes and being refused by the persister
(``tests/_vcr_redis_persister.py``), so every CI run was hitting the
real OpenAI endpoint. The async parametrize was the clearest tell:
``test_openai_image_edit_litellm_sdk[True]`` cached to 1 entry, but the
``[False]`` (async) sibling grew to 51 entries and never replayed.
Two non-deterministic sources were fueling the growth, both fixed
here. After this patch, the cassettes settle at one episode per
unique call and replay for the 24-hour TTL like every other suite.
1. Pin httpx's multipart boundary at the source. The existing
``_normalize_multipart_boundary`` rewrites the boundary in the
``Content-Type`` header reliably, but on the async transport path
the body is not always a contiguous ``bytes`` object when
``before_record_request`` runs, so the body-side replacement
silently no-ops and the recorded cassette retains the random
``boundary=<hex>`` string. The next CI run gets a fresh random
boundary, the ``safe_body`` matcher misses, and
``record_mode="new_episodes"`` appends another episode. Wrapping
``httpx._multipart.MultipartStream.__init__`` so it always uses
``vcr-static-boundary`` when no boundary is supplied eliminates
the variance for both sync and async paths and leaves the normalizer
in place as a backstop. Exposed as
``pin_httpx_multipart_boundary`` so other multipart-heavy suites
(audio, ocr, batches) can adopt the same fixture later.
2. Pass raw ``bytes`` (not ``BytesIO`` streams) through the
image-edit fixtures. A ``BytesIO`` whose file pointer is at EOF
after the first multipart upload silently encodes an empty image on
the next SDK / Router retry — yet another divergent body that VCR
records as a new episode. ``bytes`` are immutable and position-less,
so retries re-encode an identical payload every time. This is also
a small production-correctness improvement: a customer passing
``BytesIO`` today would hit the same empty-body retry bug. The
BytesIO-specific smoke test
(``test_openai_image_edit_with_bytesio``) is preserved by giving
``get_test_images_as_bytesio`` its own factory instead of aliasing
the bytes one.
3. Add ``scripts/flush_image_edit_vcr_cassettes.py`` — a one-shot
Redis SCAN/DEL helper that clears the bloated pre-fix cassettes
under ``litellm:vcr:cassette:tests/image_gen_tests/test_image_edits/*``.
Without this, the next CI run still loads the existing 51-entry
cassette, the new fixed-boundary body still doesn't match any of
the stale entries, the persister still refuses to save, and the
bleed continues. Run once with the production
``CASSETTE_REDIS_URL`` after merge (dry-run by default).
* DIAGNOSTIC: log VCR body mismatches + per-episode body hashes
Temporary observability boost so we can root-cause why
``test_image_edits.py`` async parametrizes still record fresh
episodes on every CI run even though the multipart boundary is now
pinned (sync parametrizes cache cleanly as VCR HIT). The matcher
currently raises ``AssertionError("request bodies differ")`` with
zero context, so we cannot tell whether the live body genuinely
varies, the matcher is comparing a bytes object to a stream object,
or the normalizer is silently skipping the body because it is not
bytes/str.
Three logs added; the first two are worth keeping permanently, the
third is intended to be reverted after the diagnosis lands:
1. ``_safe_body_matcher`` now emits a structured stderr block on
mismatch (type of each side, length, SHA-256, first divergent
byte offset, ±100-byte window). Always-on -- mismatches are
signal, not noise, and the existing per-test verdict already
logs once per test. PERMANENT.
2. ``_normalize_multipart_boundary`` now logs to stderr when the
body type is not bytes/bytearray/str -- the silent ``else:
return`` branch was masking exactly the case we suspect is
firing on async (httpx ``MultipartStream`` handed to vcrpy
before the body is read). PERMANENT.
3. ``_RedisPersister.save_cassette`` now logs every episode's body
SHA-256, length, and 120-byte preview at save time. This lets
two consecutive CI runs be diffed: if the same test records a
different hash run-to-run, the live body genuinely varies; if
both runs record the same hash but the matcher still misses, the
bug is in the matcher itself. TEMPORARY -- revert once the
async variance is identified and fixed.
Once a single ``image_gen_testing`` CI run produces these logs,
revert this commit (or just the persister hash block) with a force
push so the cassette save path is not noisy in steady-state.
* DIAGNOSTIC: route VCR diagnostics through per-PID files (bypass xdist capture)
Re-push of the diagnostic logging from the previous commit, this
time wired so the output actually survives to the CI log. xdist
captures stdout/stderr from every passing test in the worker
process; the body-matcher and normalizer-skip diagnostics fire from
inside vcrpy machinery during the test, so for any test that
ultimately passes (which is all of them once the cassettes are
recorded), the diagnostic lines are silently swallowed.
Fix: write each diagnostic line to a per-PID file under
``test-results/vcr-diagnostics/<pid>.log`` instead of writing to
stderr. The controller's ``pytest_terminal_summary`` aggregates
those files and writes them through ``terminalreporter.write_line``,
which is not subject to per-test capture. As a bonus,
``test-results/`` is already collected by the ``store_test_results``
step in CircleCI, so the raw per-worker logs survive as build
artifacts even after the test session ends.
Three call sites updated:
1. ``_emit_body_mismatch_diagnostic`` (matcher) -- writes the
structured type/length/sha/window block via ``vcr_diag_write_line``.
2. ``_normalize_multipart_boundary`` -- logs the silent-skip path
(body not bytes/bytearray/str) the same way.
3. ``_maybe_log_episode_body_hashes`` (persister) -- replaces the
``_log.warning`` calls (which the root-logger config also
swallows in CI) with ``vcr_diag_write_line``.
Image-gen conftest is the only suite wired to dump the aggregated
log at session end. Other suites can opt in by adding
``emit_vcr_diagnostic_log(terminalreporter)`` to their own
``pytest_terminal_summary``. The diagnostic dir is cleared at the
start of each session (controller-only) so a local rerun does not
mix output from prior runs.
Same revert plan as the previous diagnostic commit: keep the
matcher + normalizer skip diagnostics permanently (they only fire
on signal events), revert the persister body-hash dump once the
async variance is identified.
* fix(tests): coalesce iterable request bodies before matching/recording
Root cause of the residual async image-edit cassette leak. The
diagnostic run for ``ba3915d9`` printed:
[vcr-safe-body-matcher] request body mismatch
body[a]: type='list_iterator' length=unknown sha256=N/A
body[b]: type='list_iterator' length=unknown sha256=N/A
httpx's async transport hands vcrpy a ``request.body`` that is a
``list_iterator`` over multipart chunks rather than a contiguous
``bytes`` blob. Two consequences:
1. ``_safe_body_matcher`` compares the two iterator objects with
``==``, which is identity comparison for arbitrary iterators -
semantically identical multipart bodies never compare equal, and
``record_mode="new_episodes"`` appends a new episode on every CI
run until the cassette crosses ``MAX_EPISODES_PER_CASSETTE`` and
the persister refuses to save (this is exactly what the OVERFLOW
warning has been catching).
2. ``_normalize_multipart_boundary`` short-circuits its
``else: return`` branch because the body is neither bytes nor
str, so any residual random boundary characters in the body bytes
are never rewritten.
Sync requests do not hit this code path: httpx's sync transport
hands vcrpy a single ``bytes`` body, so ``==`` works and the
boundary normalizer runs as intended. That is why
``test_openai_image_edit_litellm_sdk[True]`` records to ``entries=1``
and replays cleanly while ``[False]`` (async) kept growing by one
episode per run.
Fix: add ``_materialize_iterable_body`` which coalesces an iterable
``request.body`` into ``bytes`` in-place. Call it from two places:
* The top of ``_before_record_request``, so the boundary normalizer
and the cassette serializer both see bytes from then on.
* The top of ``_safe_body_matcher``, as defense in depth in case a
future vcrpy code path invokes the matcher without first going
through ``_before_record_request``.
The vcrpy ``Request`` is a wrapper used for matching and recording;
the underlying httpx transport sends its own request body
separately, so replacing the iterator on the vcrpy wrapper does
not starve the live HTTP send.
After this lands the async parametrizes should flip from
``[VCR MISS:RECORDED] entries=N+1`` to ``[VCR HIT] entries=N`` on
the next CI run, matching the sync side and dropping the residual
~$3/day to $0.
* fix(tests): handle bytes_iterator + never leave an exhausted body
Follow-up to 8e08272b. The previous attempt at coalescing iterable
request bodies bailed out (``return`` without writing
``request.body``) whenever it could not classify the chunk type.
That was the wrong failure mode for one critical case: vcrpy
sometimes presents the body as ``iter(some_bytes)``, whose Python
type is ``bytes_iterator`` and which yields ``int`` byte values
(0-255), not byte chunks. The old code saw an ``int`` chunk, hit
the ``else: return`` branch, and left ``request.body`` pointing at
the now-exhausted iterator.
The post-fix diagnostic run made this loud:
[vcr-safe-body-matcher] request body mismatch
body[a]: type='bytes_iterator' length=unknown sha256=N/A
body[b]: type='bytes_iterator' length=unknown sha256=N/A
Every async image-edit test then ballooned from entries=2 to
entries=10 in that single CI run -- the exhausted iterator meant
the live multipart upload went out as an empty body, OpenAI
returned 400, the SDK + flaky retries fired, each retry got a
fresh iterator that my hook exhausted again, and ``new_episodes``
recorded each failed attempt as a new cassette episode.
This patch:
* Recognizes ``bytes_iterator`` (chunks are ``int``) and
reconstructs the buffer via ``bytes(chunks)``.
* Keeps the existing ``list_iterator``-over-bytes-chunks handling
via ``b"".join(...)``.
* **Always writes a bytes value back to ``request.body`` after
consuming the iterator.** If the chunk shape is unrecognized,
``request.body`` is set to ``b""`` rather than left as an
exhausted iterator. That is wrong in the sense of "we lost the
body" but right in the sense of "the failure mode is now visible
(live API call sends empty body and fails fast) instead of
invisible (corrupt cassette grows silently)". Combined with the
matcher diagnostic, any future regression in this code path will
surface in the CI log immediately.
Local verification covers ``bytes_iterator``, ``list_iterator``
over bytes chunks, generator over bytes chunks, empty iterator,
already-bytes (idempotent), identical-content iterator equality
in the matcher (now matches), and differing-content iterator
inequality (still raises).
* fix(tests): clear vcrpy's sticky _was_iter flag so materialized bodies stay bytes
Actual root cause of the async image-edit cassette leak. The
previous diagnostic run produced this dead giveaway:
[vcr-episode-body-hash] ... episode[0]: body type='bytes_iterator'
is not bytes/bytearray/str -- cannot hash
[vcr-safe-body-matcher] request body mismatch
body[a]: type='bytes_iterator' length=unknown sha256=N/A
body[b]: type='bytes_iterator' length=unknown sha256=N/A
Both sides of the matcher were ``bytes_iterator`` **after** the
materializer had supposedly converted them to bytes. That made no
sense until I read vcrpy's ``Request`` class.
vcrpy's ``Request`` keeps two private flags that are set in
``__init__`` from the original body's type and **never cleared by
the setter**:
def __init__(self, method, uri, body, headers):
self._was_file = hasattr(body, "read")
self._was_iter = _is_nonsequence_iterator(body)
...
@property
def body(self):
if self._was_file: return BytesIO(self._body)
if self._was_iter: return iter(self._body)
return self._body
@body.setter
def body(self, value):
if isinstance(value, str): value = value.encode("utf-8")
self._body = value # <-- does NOT touch _was_iter / _was_file
So when httpx's async transport hands vcrpy an iterator body,
``_was_iter`` becomes ``True`` and stays there forever. Even after
``_materialize_iterable_body`` writes plain bytes via
``request.body = out``, the next read of ``.body`` re-wraps the
stored bytes in ``iter()`` -- producing a fresh ``bytes_iterator``
that compares unequal to any other ``bytes_iterator`` via object
identity. The matcher missed every time, the cassette grew by one
episode per run, and the persister saw the same iterator type when
trying to hash the body for the diagnostic log.
Fix: after writing the materialized bytes, also force
``_was_iter`` and ``_was_file`` to ``False``. vcrpy exposes no
public API for this, so we touch the private flags directly --
acknowledged as a pragmatic test-only hack with a clear unit
boundary (the only call site is ``_materialize_iterable_body``).
Local repro reproduces the exact production setup:
``Request('POST', url, iter(b'multipart-content'), {})`` on two
sides, runs the matcher, asserts HIT. Verified the matcher hits on
identical content and still raises on differing content.
Should be the last fix needed. Existing cassettes that contain
oddly-shaped bodies (lists of int chunks, etc. from the previous
``_was_iter=True`` save path) still match because the materializer
canonicalises both sides to bytes before comparison -- no fourth
re-flush required.
* revert(tests): drop the temp per-episode body-hash diagnostic
Removed now that 1c51ad13 has confirmed the root cause (vcrpy's
sticky ``_was_iter`` flag making the body getter re-wrap stored
bytes in ``iter()`` on every access). The hash dump did its job --
the post-1c51ad13 image_gen_testing run shows all five async
image-edit tests as ``[VCR HIT]`` with stable entry counts and
zero billing errors -- and is too noisy to keep on by default
(over 100 lines per session at steady state).
Kept permanently:
* ``_safe_body_matcher`` mismatch diagnostic in
``_vcr_conftest_common.py``. Only fires on a body mismatch,
which is signal worth surfacing whenever it happens.
* ``_normalize_multipart_boundary`` "skipped" log line. Same
rationale -- only fires when the body shape is something the
normalizer cannot rewrite in place.
* The ``test-results/vcr-diagnostics/<pid>.log`` per-PID file
plumbing (``vcr_diag_write_line`` /
``emit_vcr_diagnostic_log``). Useful for any future diagnostic
that needs to bypass xdist stdout/stderr capture; cheap to keep.
* chore(tests): delete unused flush script + wire VCR diagnostic dump everywhere
* Remove ``scripts/flush_image_edit_vcr_cassettes.py``. It was a
one-shot helper for the initial cassette flush; the iterator and
``_was_iter`` fixes mean no future flush should be required, and
the script was never run anywhere (the actual flushes happened
inside the CI conftest via the temp hacks that have since been
reverted).
* The matcher mismatch + normalizer skip diagnostics already write
per-PID files for every suite that imports the shared VCR
plumbing, but ``emit_vcr_diagnostic_log`` -- the controller-side
dump that surfaces those files into the CI log at session end --
was only wired into ``image_gen_tests``. Add the one-line call to
the 12 sibling conftests that already use VCR so the diagnostics
surface in any suite's terminal output if a body matcher ever
misses. No new output in steady state -- the dump is a no-op when
no diagnostics were recorded that session.
* chore(tests): trim non-essential comments per project comment policy
Strips docstrings, inline comments, and block comments that this PR
introduced where the code itself was already self-evident. Keeps the
few lines that document non-obvious behaviour (raw-bytes-not-BytesIO
rationale on the image fixtures, the per-PID-files-bypass-xdist note
on the diagnostic directory). Touches only comments this PR added --
no pre-existing comment is removed.
Net: -161 lines of comment/docstring across 3 files, no code
behaviour change.
* chore(tests): forward **kwargs in pin_httpx_multipart_boundary wrapper
Defensive against future httpx MultipartStream.__init__ adding new
optional kwargs. Without the forward, the wrapper would silently drop
them. No behaviour change today.
* chore(tests): canonicalize VCR matchers and surface shouldn't-happen branches
Bundles the "follow-up cleanup PR" into this one so it does not get
lost. Four small changes:
1. Introduce ``_canonical_body(req) -> (bytes, pre_type)`` and route
``_safe_body_matcher`` through it. The matcher now operates on
bytes by construction; the "compare two iterator objects via
``==`` and silently get object-identity semantics" failure mode
(which cost us this entire PR to diagnose) is structurally
impossible to reintroduce. ``pre_type`` is the body type *before*
canonicalization, surfaced by the mismatch diagnostic so a future
regression involving a new body shape is still visible.
2. Add a structured diagnostic to ``_key_fingerprint_matcher``. It
was previously raising a bare ``AssertionError("API key
fingerprints differ")`` with zero context -- exactly the
anti-pattern the body matcher had before this PR.
3. Surface "shouldn't-happen" branches via ``vcr_diag_write_line``:
* ``_strip_image_b64_payloads`` -- logs when ``response``,
``response['body']``, or ``response['body']['string']`` arrives
in an unexpected shape (vcrpy contract violation).
* ``_compute_key_fingerprint`` -- logs the ``"no-key"`` fallback
with the request method/URL so a stripped-auth-header bug is
visible instead of masked.
* ``_canonical_body`` -- logs its own empty-bytes fallback when a
body has a shape ``_materialize_iterable_body`` did not handle.
4. Re-introduce per-episode body-hash logging in
``_RedisPersister.save_cassette`` (was reverted in 927c5548 as
"noisy"). Quantified cost: ~25 KB of CI log per session at peak,
~ms-scale CPU, zero output in steady state (no save = no log).
Trade-off favours keeping it: lets two consecutive CI runs be
diffed by body hash, which is how we will spot the next regression
in the same class.
All call sites still work: local repro confirms iter==iter HIT,
iter!=iter raises, plain-bytes HIT, body-hash log emits via the same
per-PID file plumbing as the matcher diagnostics.
* chore(tests): symmetrize diag-log cleanup across every VCR-using conftest
``image_gen_tests/conftest.py`` was the only suite that cleared
``test-results/vcr-diagnostics/*.log`` at session start. The other 12
VCR-using conftests inherited any stale per-PID logs from a previous
local run and would dump them in the terminal summary -- harmless in
CI (fresh container) but confusing locally when running multiple
suites in sequence.
Extracts the cleanup into a ``reset_vcr_diag_dir`` helper in
``tests/_vcr_conftest_common.py`` and calls it from every VCR-using
conftest's ``pytest_configure``. Same single source of truth, no
inline duplication.
* fix(tests): gate body materialization on __next__ and strip PR comments
aiohttp/vcrpy stores the json kwarg as a dict; _materialize_iterable_body
was iterating it via __iter__ and joining the keys, replacing the request
body with concatenated key names ("textlanguageentities"). Gate on
__next__ so containers (dict/list/tuple) are left alone — only single-use
iterators like httpx's bytes_iterator / list_iterator are materialized.
Log diagnostic line when chunk type is unrecognized.
* fix(tests): JSON-encode dict bodies in canonical_body for stable matching
aiohttp stubs store the json kwarg as a dict; the fallback that compared
all dicts as b"" caused concurrent presidio analyze calls to be served
the wrong cassette episode. JSON-encode with sort_keys for stable bytes.
* fix(tests): guard emit_vcr_diagnostic_log against multi-conftest re-emission
Co-authored-by: Yassin Kortam <yassin@berri.ai>
* fix(tests): globalize multipart-boundary pin + stabilize whisper fixtures
Diagnostic shows audio_testing was silently re-recording 50+ live Whisper
episodes per CI run (over MAX_EPISODES_PER_CASSETTE, so the persister
refused to save). Two changes:
* Move the session-autouse _pin_multipart_boundary fixture into the
shared _vcr_conftest_common module so every VCR-using suite picks it
up via a single import. image_gen had it inline; the other 12 suites
silently lacked it.
* Replace the module-level open("rb") audio file handles in test_whisper
with cached bytes + a per-call (filename, bytes, mimetype) tuple,
mirroring the image_edits raw-bytes pattern. Stops the file-pointer-
at-EOF bug where the second test got an empty multipart body.
* chore(tests): drop per-episode body-hash dump and redundant emit guard
---------
Co-authored-by: shin-berri <shin-laptop@berri.ai>
Co-authored-by: yuneng-jiang <yuneng@berri.ai>
Co-authored-by: Cursor Agent <cursoragent@cursor.com>
Co-authored-by: Yassin Kortam <yassin@berri.ai>
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Cursor AgentandMateo Wang
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b637d9f64a |
test(vcr): classify cache verdicts, detect live calls, surface cost leaks
Convert the per-test VCR verdict line from a single 'NOOP / HIT / MISS /
PARTIAL' tag into a classified outcome that distinguishes the cases that
silently bill the live API on every CI run from the ones that don't:
HIT pure replay
PARTIAL mixed replay + new recordings
MISS:RECORDED new cassette saved to Redis (cached next run)
MISS:OVERFLOW cassette > MAX_EPISODES_PER_CASSETTE; persister
refused to save; re-bills every run
MISS:NOT_PERSISTED test failed; save_cassette skipped; re-bills
NOOP VCR-marked but no HTTP traffic (mocked elsewhere)
UNMARKED:LIVE_CALL test bypassed VCR AND opened a TCP connection
to a known LLM provider host -> wasted spend
UNMARKED:NO_TRAFFIC test bypassed VCR but didn't call out
The UNMARKED:LIVE_CALL signal is what converts 'this test probably hits
live' into 'this test connected to api.openai.com'. We install a
socket.connect / socket.create_connection wrapper for the duration of
each non-VCR-marked test and record any outbound TCP to a known LLM
provider hostname. The probe sits below the httpx layer so vcrpy and
respx (which both patch above the socket) are unaffected.
Replace the file-level _RESPX_CONFLICTING_FILES blacklists in the
llm_translation and local_testing conftests with per-item respx
detection in apply_vcr_auto_marker_to_items. A test now skips VCR when
it actually carries @pytest.mark.respx or has respx_mock in its fixture
chain - not just because some other test in the same file imports
MockRouter. Items skipped by skip_files are split into respx_conflict
(real conflict, the module wires up respx) vs file_opt_out (dead skip-
list entry whose module never touches respx) so the session summary
makes pruning obvious.
Stabilize the AWS SigV4 fingerprint: the Authorization header on
Bedrock requests rotates its Credential date and Signature on every
call, which previously pushed every Bedrock test past the 50-episode
overflow threshold. Extract the access-key id only
('aws-sigv4:AKIA...') so two requests with the same identity match.
Always emit verdict logging when VCR is active (set
LITELLM_VCR_VERBOSE=0 to opt back into the legacy quiet mode). Add a
session-end classification summary that lists overflow tests, unmarked
live-call tests, and the skip-reason breakdown.
Wire the live-call probe + summary hook into every test directory that
already uses the Redis-backed VCR cache (audio_tests, guardrails_tests,
image_gen_tests, litellm_utils_tests, llm_responses_api_testing,
llm_translation, local_testing, logging_callback_tests, ocr_tests,
pass_through_unit_tests, router_unit_tests, search_tests,
unified_google_tests).
Add tests/llm_translation/test_vcr_classification.py covering the
verdict classifier, skip-reason tagging, AWS SigV4 fingerprint stability,
live-host classification, and session summary rendering.
Co-authored-by: Mateo Wang <mateo-berri@users.noreply.github.com>
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7e13256fee |
test: add 24hr Redis-backed VCR cache to additional test suites (#27159)
* test: add 24hr Redis-backed VCR cache to additional test suites Extracts the existing llm_translation VCR plumbing into a reusable helper (tests/_vcr_conftest_common.py) and wires it into the conftest.py files of the test directories listed in LIT-2787: audio_tests, batches_tests, guardrails_tests, image_gen_tests, litellm_utils_tests, local_testing, logging_callback_tests, pass_through_unit_tests, router_unit_tests, unified_google_tests The same helper is also adopted by the pre-existing llm_translation and llm_responses_api_testing conftests to remove the copy-pasted VCR setup. Each consuming conftest: - registers the Redis persister via pytest_recording_configure - auto-marks collected tests with pytest.mark.vcr (skipping respx-using files where applicable, since respx and vcrpy both patch httpx) - gates cassette writes on test success via _vcr_outcome_gate The cache is opt-in via CASSETTE_REDIS_URL; when unset, VCR is disabled and tests hit live providers as before. LITELLM_VCR_DISABLE=1 still forces a bypass for ad-hoc local runs. Test directories that run LiteLLM proxy in Docker (build_and_test, proxy_logging_guardrails_model_info_tests, proxy_store_model_in_db_tests) are intentionally not included: VCR.py patches the in-process httpx transport and cannot intercept calls made from inside a Docker container. The installing_litellm_on_python* jobs make no LLM calls and don't benefit from caching. https://linear.app/litellm-ai/issue/LIT-2787/add-24hr-caching-to-additional-test-suites * test(vcr): add safe-body matcher to handle JSONL and binary request bodies vcrpy's stock body matcher inspects Content-Type and unconditionally runs json.loads on application/json bodies. JSON Lines payloads (used by the Bedrock batch S3 PUT and other upload paths) crash that with json.JSONDecodeError: Extra data, before the matcher can return 'not a match'. This was the root cause of the batches_testing CI job failing on test_async_create_file once VCR auto-marking was applied to the batches_tests directory. Add a conservative byte-equality body matcher and use it in place of 'body' in the shared match_on tuple. The matcher is strictly more conservative than vcrpy's default — the only thing it gives up is 'different JSON key order is treated as the same body', which doesn't apply to deterministic litellm-built request payloads. It can never produce a false positive that the default would have rejected, so there is no cross-contamination risk. Co-authored-by: Mateo Wang <mateo-berri@users.noreply.github.com> * test(vcr): exclude tests that VCR replay actively breaks A few tests are incompatible with cassette replay and were failing on the latest CI run after VCR auto-marking was extended to local_testing and logging_callback_tests: - test_amazing_s3_logs.py (logging_callback_tests): the test asserts on a per-run response_id that should round-trip through a real S3 PUT/LIST. vcrpy's boto3 stub intercepts the PUT and the LIST replays stale keys, so the freshly-generated id is never found. - test_async_embedding_azure (logging_callback_tests) and test_amazing_sync_embedding (local_testing): the failure branches deliberately pass api_key='my-bad-key' to assert that the failure callback fires. We scrub auth headers from cassettes (so the bad-key request matches the prior good-key request), and vcrpy replays the recorded 200 — the failure callback never fires. - test_assistants.py (local_testing): the OpenAI Assistants polling APIs mint fresh thread/run IDs every recording session and then poll until status=='completed'. Replays of those polled GETs can never match a freshly-generated run id, so every CI run effectively re-records and the suite blows past the 15m no_output_timeout. Skip these from VCR auto-marking so they continue to hit live providers as they did before this change. The remaining tests in each directory still get cached. Co-authored-by: Mateo Wang <mateo-berri@users.noreply.github.com> * test(vcr): expand skip lists for second batch of incompatible tests Followup to the previous commit. After re-running CI on the rebuilt branch, three more tests surfaced as VCR-replay-incompatible: - litellm_utils_testing :: test_get_valid_models_from_dynamic_api_key Calls GET /v1/models with api_key='123' to assert the result is empty. We scrub auth headers, so the bad-key request matches the prior good-key cassette and replays the recorded model list. - litellm_utils_testing :: test_litellm_overhead.py Measures litellm_overhead_time_ms as a percentage of total wall-clock time. With cached responses the upstream 'network' time collapses to microseconds, blowing past the 40%% threshold the test asserts on. Skip the whole file (every parametrization is at risk). - local_testing_part1 :: test_async_custom_handler_completion and test_async_custom_handler_embedding Same bad-key failure-callback pattern as the already-skipped test_amazing_sync_embedding. - litellm_router_testing :: test_router_caching.py Asserts on litellm's own router-level response cache by comparing response1.id to response2.id across repeat upstream calls (test bypasses litellm cache via ttl=0 and expects upstream to return a *new* id). With VCR replay both upstream calls return the same cassette body, so the ids are identical. Skip the whole file. - logging_callback_tests :: test_async_chat_azure (preemptive) Same shape as already-skipped test_async_embedding_azure; was masked by upstream OpenAI rate-limit failures on baseline. Co-authored-by: Mateo Wang <mateo-berri@users.noreply.github.com> * test(vcr): use item.path and tighten matcher docstring - Replace pytest's deprecated item.fspath with item.path in apply_vcr_auto_marker_to_items so we don't emit deprecation warnings under pytest 8. - Clarify _safe_body_matcher docstring to reflect actual behavior (direct == first, then UTF-8 bytes comparison, no repr fallback). Addresses Greptile review feedback on PR #27159. * test(vcr): swallow all RedisError on cassette save/load Cassette persistence is strictly best-effort: any Redis-side failure (connection blip, timeout, OutOfMemoryError when the maxmemory cap is hit, READONLY replicas, etc.) should degrade to 'test passed but cassette not cached' rather than fail the test on teardown. Previously the persister only caught ConnectionError and TimeoutError, so OutOfMemoryError — which Redis Cloud raises when the cassette cache hits its memory cap and there are no evictable keys — propagated out of vcrpy's autouse fixture and ERRORed otherwise-passing tests on teardown. This caused the litellm_utils_testing CircleCI job to fail on the latest commit's run, even though the underlying test was a unit test that used mock_response and produced no real upstream traffic (the cassette was dirtied by a background langfuse callback). The rerun only succeeded because Redis evictions happened to free enough room before the SET — i.e. it was timing-dependent flakiness. Catch redis.exceptions.RedisError (the common base of all server- and client-side Redis exceptions) on both save and load, and parametrize the regression tests across ConnectionError, TimeoutError, and OutOfMemoryError to pin the new behavior. * test(vcr): surface cassette-cache failures with warnings + session banner When the persister silently swallows a Redis OOM (or any RedisError) on save/load there is otherwise no visible signal that the cache is degraded — tests pass, the cassette just isn't persisted, and the next session still hits the same Redis at the same near-cap memory. Add three layers of observability so that failure mode is loud: 1. Per-process health counters ("save_failures", "load_failures", and the last error string for each), exposed via cassette_cache_health() and reset via reset_cassette_cache_health(). The persister increments these in addition to logging. 2. VCRCassetteCacheWarning (UserWarning subclass) emitted via warnings.warn() inside the persister's except block. Pytest's built-in warnings summary at session end automatically lists every such warning, so the failure is visible in CI logs without any conftest-level wiring. 3. Session-end banner via emit_cassette_cache_session_banner() and a stderr-fallback atexit handler registered from register_persister_if_enabled(). Two states: - red "VCR CASSETTE CACHE DEGRADED" when save_failures or load_failures > 0 - yellow "VCR CASSETTE CACHE NEAR CAPACITY" (no failures, but used_memory >= 85% of maxmemory) so the next session knows the Redis is approaching OOM before any SET actually fails Capacity comes from a best-effort INFO memory probe (cassette_cache_capacity_snapshot) that returns None on any failure or when maxmemory is uncapped. The atexit handler skips xdist workers so only the controller emits. Tests: parametrize the existing save/load swallow-error tests across ConnectionError/TimeoutError/OutOfMemoryError, add direct tests for the health counters and warning emission, and a new test_vcr_conftest_common_banner.py covering banner output for every state (silent/red/yellow/disabled/xdist-worker). * test(vcr): bucket cassettes by API key fingerprint, drop bad-key skips Tests that deliberately call an LLM API with a bad key (e.g. to assert that the failure callback fires, or that check_valid_key returns False) were being silently served the prior good-key cassette: we scrub the real Authorization / x-api-key header from the cassette before storing it, so a follow-up bad-key call is byte-identical to the good-key call under the existing match_on tuple. Add a 'key_fingerprint' custom matcher that distinguishes requests by the SHA-256 of their API-key headers. The fingerprint is stamped into a synthetic 'x-litellm-key-fp' header by a new before_record_request hook, which then strips the real auth headers (we have to do the scrubbing here instead of via vcrpy's filter_headers knob, because filter_headers runs *first* and would erase the value we want to hash). Bad-key requests now get a different cassette bucket than good-key requests, so vcrpy will not replay a recorded 200 in place of the expected 401. The fingerprint is a one-way hash of the secret, so cassettes never contain the key. This permanently removes the 'bad-key' category of skips: - tests/local_testing: dropped ::test_amazing_sync_embedding, ::test_async_custom_handler_completion, ::test_async_custom_handler_embedding - tests/logging_callback_tests: dropped ::test_async_chat_azure, ::test_async_embedding_azure - tests/litellm_utils_tests: dropped ::test_get_valid_models_from_dynamic_api_key Coverage: 7 new unit tests in tests/test_litellm/test_vcr_safe_body_matcher.py covering header stripping, fingerprint determinism, no-auth bucketing, good-vs-bad key discrimination, x-api-key (Anthropic/Azure) discrimination, and idempotence under replay. Co-authored-by: Mateo Wang <mateo-berri@users.noreply.github.com> * test(vcr): drop redundant comments and docstrings Trim narration of code that is already self-evident from function and variable names. Keep the two genuinely non-obvious bits: - ordering constraint between filter_headers and before_record_request, which would invite a maintainer to re-introduce the bug if removed - the per-directory _VCR_INCOMPATIBLE_FILES rationale, since 'why exactly is this skipped' is not knowable from the test name alone Also drop the 40-line commented-out drop-in conftest snippet at the bottom of _vcr_conftest_common.py — the consuming conftests are the canonical reference. Co-authored-by: Mateo Wang <mateo-berri@users.noreply.github.com> * test(vcr): make _before_record_request idempotent vcrpy invokes before_record_request more than once per request: can_play_response_for calls it, then __contains__ / _responses (reached via play_response) call it again on the result. The second invocation sees a request whose auth headers we already stripped, so a naive recompute yields "no-key" and overwrites the real fingerprint stored in the header. This makes can_play_response_for and play_response disagree on matchability — the former says "yes, we have a stored response for this" (matching no-key to no-key) and the latter throws UnhandledHTTPRequestError because it computes a fresh real fingerprint that doesn't match the stored no-key. In CI this manifested as ~30 failing tests across guardrails_testing, audio_testing, batches_testing, image_gen_testing, llm_responses_api, litellm_router_unit_testing, etc. Skip the recompute when the header is already set, so re-applying the hook is a no-op. Adds a regression test that fires the hook twice on the same dict and asserts the fingerprint stays put. Co-authored-by: Mateo Wang <mateo-berri@users.noreply.github.com> * test(vcr): drop more redundant docstrings and headers * test(vcr): enable 24hr cache for ocr_tests and search_tests These two directories were the only non-dockerized test suites in the build_and_test workflow that make live LLM/provider API calls but were not VCR-enabled by this PR. Together they account for 96 tests: - tests/ocr_tests/ (31): Mistral OCR, Azure AI OCR, Azure Document Intelligence, Vertex AI OCR. Pure-unit tests inside the same files (e.g. TestAzureDocumentIntelligencePagesParam) make no HTTP calls and become benign VCR NOOPs. - tests/search_tests/ (65): Brave, DataForSEO, DuckDuckGo, Exa, Firecrawl, Google PSE, Linkup, Parallel.ai, Perplexity, SearchAPI, Searxng, Serper, Tavily. Both directories use the canonical minimal conftest pattern from tests/audio_tests/conftest.py with no skip lists. None of the test files use respx, none assert on per-call upstream non-determinism (no response1.id != response2.id, no overhead-as-fraction-of-total, no live polling), so the default match_on tuple should cache cleanly. If a flake surfaces during the first cassette-recording CI run, we can add a targeted skip the same way we did for the other dirs. Co-authored-by: Mateo Wang <mateo-berri@users.noreply.github.com> --------- Co-authored-by: Claude <noreply@anthropic.com> Co-authored-by: Cursor Agent <cursoragent@cursor.com> Co-authored-by: Mateo Wang <mateo-berri@users.noreply.github.com> |
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Ishaan Jaffer
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e8461b5b97 | style: run black formatter on files from main merge | ||
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yuneng-jiangandClaude Opus 4.6
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29ca052064 |
Merge remote main, resolve conflict keeping new unit tests
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com> |
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yuneng-jiangandClaude Opus 4.6
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b7ac688b2b |
Replace SearXNG integration tests with unit tests for request/response transformation
The SearXNG search tests were failing in CI because they depend on a live SearXNG instance that returns results. Since this provider is used by a very small subset of customers, replace the flaky integration tests with deterministic unit tests that validate request payloads, URL construction, response parsing, and header configuration without requiring external infra. Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com> |
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Ihsan SoydemirandGitHub
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b1a6ba7711 |
feat(search): add Serper (serper.dev) as search provider (#23112)
* Add Serper (serper.dev) as a new search provider * Add @greptileai fixes |
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Sameer Kankute
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43db8f1f1e | Add doc and tests for google search api | ||
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29e3fd5d79 |
[Release Fix] (#22411)
* fix(lint): suppress PLR0915 for 3 complex methods that exceed 50-statement limit - streaming_iterator.py: _process_event (84 statements) - transformation.py: translate_messages_to_responses_input (51 statements) - transformation.py: transform_realtime_response (54 statements) Co-authored-by: Ishaan Jaff <ishaan-jaff@users.noreply.github.com> * fix(mypy): resolve type errors in public_endpoints, user_api_key_auth, common_utils, transformation - public_endpoints.py: fix _cached_endpoints type annotation - user_api_key_auth.py: accept Optional[str] for end_user_id parameter - common_utils.py: add NewProjectRequest/UpdateProjectRequest to Union type - transformation.py: add ChatCompletionRedactedThinkingBlock and list[Any] to content type Co-authored-by: Ishaan Jaff <ishaan-jaff@users.noreply.github.com> * fix(proxy-extras): bump version to 0.4.50 and sync schema - Bump litellm-proxy-extras from 0.4.49 to 0.4.50 - Sync schema.prisma with main proxy schema - Includes new LiteLLM_ClaudeCodePluginTable model - Includes new @@index([startTime, request_id]) on SpendLogs - Update version references in requirements.txt and pyproject.toml Co-authored-by: Ishaan Jaff <ishaan-jaff@users.noreply.github.com> * fix(router): use string id in test_add_deployment and add defensive str() in register_model - Change test to use string '100' instead of int 100 for model_info.id - Add str() conversion in register_model to prevent AttributeError on non-string keys Co-authored-by: Ishaan Jaff <ishaan-jaff@users.noreply.github.com> * fix(security): update minimatch to 10.2.4 to fix CVE-2026-27903 and CVE-2026-27904 - Run npm audit fix in docs/my-website - Updates minimatch from 10.2.1 to 10.2.4 (fixes HIGH severity ReDoS vulnerabilities) Co-authored-by: Ishaan Jaff <ishaan-jaff@users.noreply.github.com> * fix(test): update realtime guardrail test assertions to match actual guardrail behavior - test_text_message_blocked_by_guardrail_no_ai_response: allow guardrail's own block message text in response.done (previously expected empty content) - test_voice_transcript_blocked_by_guardrail: allow guardrail to send response.cancel + block message + response.create flow (previously expected no response.create) Co-authored-by: Ishaan Jaff <ishaan-jaff@users.noreply.github.com> * fix: revert proxy-extras version in requirements.txt and pyproject.toml The litellm-proxy-extras 0.4.50 is not published to PyPI yet, so consumer references must stay at 0.4.49. Only the source package pyproject.toml should be bumped to 0.4.50 for the publish_proxy_extras CI job. Co-authored-by: Ishaan Jaff <ishaan-jaff@users.noreply.github.com> * fix: make transcript delta check optional in voice guardrail test The guardrail sends an error event (guardrail_violation) when blocking voice transcripts; it does not always produce transcript deltas. Remove the assertion requiring response.audio_transcript.delta since the error event is the primary signal that blocked content was handled. Co-authored-by: Ishaan Jaff <ishaan-jaff@users.noreply.github.com> * Add missing env keys to documentation: LITELLM_MAX_STREAMING_DURATION_SECONDS and LITELLM_USE_CHAT_COMPLETIONS_URL_FOR_ANTHROPIC_MESSAGES These two environment variables were used in code but not documented in the environment variables reference section of config_settings.md, causing the test_env_keys.py CI test to fail. Co-authored-by: Ishaan Jaff <ishaan-jaff@users.noreply.github.com> * Fix 13 mypy type errors across 6 files - in_flight_requests_middleware.py: Fix type: ignore error codes from [union-attr] to [attr-defined], add [arg-type] for Gauge **kwargs - transformation.py: Add [assignment] ignore for output_format reassignment, add fallback empty string for tool use id to fix arg-type - responses/main.py: Remove redundant type annotation on second secret_fields assignment to fix no-redef - streaming_iterator.py: Add [assignment] ignores for intermediate cache token assignments - handler.py: Add [typeddict-item] ignore for AnthropicMessagesRequest construction from dict - public_endpoints.py: Add [arg-type] ignore for _load_endpoints() return type mismatch with SupportedEndpoint model Co-authored-by: Ishaan Jaff <ishaan-jaff@users.noreply.github.com> * fix: add auth overrides to spend tracking tests, fix realtime guardrail assertion, update UI minimatch - Add app.dependency_overrides for user_api_key_auth in 4 spend tracking tests that were returning 401 Unauthorized (error_code, error_message, error_code_and_key_alias, key_hash) - Fix realtime guardrail test to check ANY error event for guardrail_violation instead of just the first (OpenAI may send its own errors first) - Update ui/litellm-dashboard/package-lock.json to fix minimatch vulnerability Co-authored-by: Ishaan Jaff <ishaan-jaff@users.noreply.github.com> * Fix failing MCP e2e and create_mcp_server UI tests Test 1 (test_independent_clients_no_shared_session): - Add allow_all_keys: true to MCP servers in test config. With master_key and no DB, get_allowed_mcp_servers returned empty, causing 0 tools and 403 on tool calls. allow_all_keys bypasses per-key restrictions. - Add asyncio.sleep(0.5) between client connections to allow MCP SDK TaskGroup cleanup and avoid ExceptionGroup on connection close (MCP #915). Test 2 (create_mcp_server 'auth value is provided'): - Use userEvent.setup({ delay: null }) for instant keystrokes to avoid timeout from default typing delay on CI. - Increase per-test timeout to 15000ms for CI environments. Co-authored-by: Ishaan Jaff <ishaan-jaff@users.noreply.github.com> * fix: stabilize proxy unit tests for parallel execution - test_response_polling_handler: add xdist_group to prevent heavy import OOM - test_db_schema_migration: use temp dir for worker isolation, sync schema.prisma index - test_custom_tokenizer_bug: use lighter tokenizer to prevent OOM in parallel Co-authored-by: Ishaan Jaff <ishaan-jaff@users.noreply.github.com> * fix: add auth overrides to more spend tracking and model info tests - Fix test_ui_view_spend_logs_pagination missing auth override (401) - Fix test_view_spend_tags missing auth override (401) - Fix test_view_spend_tags_no_database missing auth override (401) - Fix test_empty_model_list.py to use app.dependency_overrides instead of patch() for FastAPI dependency injection auth Co-authored-by: Ishaan Jaff <ishaan-jaff@users.noreply.github.com> * fix(test): use patch.object for aiohttp transport test to work in parallel execution The @patch decorator was not intercepting the static method call in parallel xdist workers. Using patch.object on the directly-imported class is more reliable. Co-authored-by: Ishaan Jaff <ishaan-jaff@users.noreply.github.com> * fix(security): update minimatch from 10.2.1 to 10.2.4 in Dockerfile The Docker image was explicitly pinning minimatch@10.2.1 which has HIGH severity ReDoS vulnerabilities (GHSA-7r86-cg39-jmmj, GHSA-23c5-xmqv-rm74). Update to 10.2.4 which includes fixes for both CVEs. Co-authored-by: Ishaan Jaff <ishaan-jaff@users.noreply.github.com> * fix(ui): prevent MCP and TeamInfo test timeouts on CI - Add userEvent.setup({ delay: null }) to all tests using userEvent in both files - Add timeout: 15000 to tests with significant user interaction (typing, multiple clicks) - Fixes: create_mcp_server Bearer Token test, TeamInfo cancel button test Co-authored-by: Ishaan Jaff <ishaan-jaff@users.noreply.github.com> * fix: stabilize parallel test execution and aiohttp transport test - test_aiohttp_handler: rewrite transport test to not rely on static method mock (consistently fails in parallel xdist workers) - test_proxy_cli: add xdist_group to prevent timeout during heavy imports - test_swagger_chat_completions: add xdist_group to prevent timeout Co-authored-by: Ishaan Jaff <ishaan-jaff@users.noreply.github.com> * fix(security): add serialize-javascript override to fix GHSA-5c6j-r48x-rmvq Add npm override for serialize-javascript>=7.0.3 in docs/my-website to fix HIGH severity RCE vulnerability via RegExp.flags. Also bump minimatch override to >=10.2.4. Co-authored-by: Ishaan Jaff <ishaan-jaff@users.noreply.github.com> * Fix flaky tests: remove broken Vertex model, add retries for Anthropic - Remove vertex_ai/meta/llama-4-scout-17b-16e-instruct-maas from test_partner_models_httpx_streaming - consistently returns 400 BadRequest - Add @pytest.mark.flaky(retries=6, delay=10) to test_function_call_parsing for transient Anthropic API overload errors - Add @pytest.mark.flaky(retries=6, delay=10) to test_openai_stream_options_call for transient Anthropic InternalServerError Co-authored-by: Ishaan Jaff <ishaan-jaff@users.noreply.github.com> * fix(ci): add xdist_group(proxy_heavy) to prevent OOM in parallel proxy tests - Add pytestmark = pytest.mark.xdist_group('proxy_heavy') to test_proxy_utils.py - Change test_db_schema_migration.py from schema_migration to proxy_heavy group - Add @pytest.mark.xdist_group('proxy_heavy') to test_proxy_server.py::test_health Groups heavy proxy tests to run on same worker, avoiding worker OOM crashes. Co-authored-by: Ishaan Jaff <ishaan-jaff@users.noreply.github.com> * Fix vertex AI qwen global endpoint test to mock vertexai module import The test_vertex_ai_qwen_global_endpoint_url test was failing because the VertexAIPartnerModels.completion() method tries to 'import vertexai' before any of the mocked code runs. In environments without google-cloud-aiplatform installed, this import fails with a VertexAIError(status_code=400). Fix by: - Adding patch.dict('sys.modules', {'vertexai': MagicMock()}) to mock the vertexai module import - Adding vertex_ai_location parameter to the acompletion call for completeness Co-authored-by: Ishaan Jaff <ishaan-jaff@users.noreply.github.com> * fix(ci): add xdist_group to health endpoint and watsonx tests for parallel stability - test_health_liveliness_endpoint: add xdist_group('proxy_health') to prevent timeout - test_watsonx_gpt_oss tests: add xdist_group('watsonx_heavy') to prevent mock interference Co-authored-by: Ishaan Jaff <ishaan-jaff@users.noreply.github.com> * fix(test): pre-populate WatsonX IAM token cache to prevent parallel test interference The watsonx prompt transformation test was failing in parallel execution because litellm.module_level_client.post mock was being interfered with by other tests. Pre-populating the IAM token cache avoids the HTTP call entirely. Co-authored-by: Ishaan Jaff <ishaan-jaff@users.noreply.github.com> * fix(test): add spend data polling with retries for e2e pass-through tests - test_vertex_with_spend.test.js: Replace 15s fixed wait with polling loop (up to 6 attempts, 10s apart) for spend data to appear in DB - Increase test timeout from 25s to 90s to accommodate polling - base_anthropic_messages_tool_search_test.py: Add flaky(retries=3) for streaming test that depends on live Anthropic API Co-authored-by: Ishaan Jaff <ishaan-jaff@users.noreply.github.com> * fix(ci): reduce parallel workers from 8 to 4 for proxy tests to prevent OOM - litellm_proxy_unit_testing_part2: -n 8 -> -n 4 - litellm_mapped_tests_proxy_part2: -n 8 -> -n 4, timeout 60 -> 120 - Worker crashes consistently caused by too many parallel proxy tests each loading the full FastAPI app and heavy dependency tree Co-authored-by: Ishaan Jaff <ishaan-jaff@users.noreply.github.com> * fix(db): add migration for SpendLogs composite index (startTime, request_id) The @@index([startTime, request_id]) was added to schema.prisma but had no corresponding migration. This caused test_aaaasschema_migration_check to fail because prisma migrate diff detected the missing index. Co-authored-by: Ishaan Jaff <ishaan-jaff@users.noreply.github.com> * fix(db): add migration for MCP available_on_public_internet default change to true The schema.prisma changed the default for available_on_public_internet from false to true, but no migration was created. This caused the schema migration test to detect drift. Co-authored-by: Ishaan Jaff <ishaan-jaff@users.noreply.github.com> * fix(test): increase server wait time and add retry to flaky external API tests - test_basic_python_version.py: increase server startup wait from 60s to 90s for slower CI environments (fixes installing_litellm_on_python_3_13) - test_a2a_agent.py: add flaky(retries=3, delay=5) for non-streaming test that depends on live A2A agent endpoint Co-authored-by: Ishaan Jaff <ishaan-jaff@users.noreply.github.com> * fix(test): add flaky retries to all intermittent external API tests for 0-fail CI Co-authored-by: Ishaan Jaff <ishaan-jaff@users.noreply.github.com> * fix(test): add auth overrides to file endpoint tests that return 500 The test_target_storage tests were getting 500 because the FastAPI auth dependency wasn't overridden. Added app.dependency_overrides for proper auth bypass in test environment. Co-authored-by: Ishaan Jaff <ishaan-jaff@users.noreply.github.com> --------- Co-authored-by: Cursor Agent <cursoragent@cursor.com> Co-authored-by: Ishaan Jaff <ishaan-jaff@users.noreply.github.com> |
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Sameer Kankute
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0ea8249e96 | Add duckcukgo in model map | ||
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Sameer Kankute
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fae95eee88 | Add duckduckgo as search tool | ||
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yuneng-jiang
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dcb111a48b | skip brave tests | ||
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SampsonandGitHub
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09941dd1d1 |
add search provider for brave search api (#19433)
* add search provider for brave search api Introduces a minimal implementation of the Brave Search API as a search provider. Additionally, this PR introduces a test file to ensure the provider works properly, and numerous other smaller changes (e.g., changes to docs to mention the new option). * Update transformation.py |
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Ishaan JaffandGitHub
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274d996a87 |
[Feat] New Search API Provider - LinkUp Search (#18174)
* add linkup search provider * add Linkup Search docs * add get_provider_search_config * get_provider_search_config * add linkup/search provider * fix mypy linting |
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Ishaan JaffandGitHub
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ed6c3b4c86 |
[Bug Fix]: Search APIs - error in firecrawl-search "Invalid request body" (#16943)
* add search_tool_name in litellm params * test_search_tool_name_in_all_litellm_params * bump config |
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Ishaan Jaffer
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811b5a3c98 | test_firecrawl_search_request_body | ||
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Ishaan JaffandGitHub
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60f3a3b0ad |
[Feat] add serxng search API provider (#16259)
* TestFirecrawlSearch * add SearchProviders * add to get_provider_search_config * add FirecrawlSearchConfig * add FirecrawlSearchRequest * add firecrawl API docs * add pricing firecrawl/search * add new search APIs * add SearXNGSearchConfig * add searxng/search * add serxng params * TestSearXNGSearch * docs serxng * docs fix * docs fix * docs serxng |
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Ishaan JaffandGitHub
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af78a93ecf |
[Feat] /search API - add firecrawl search API support (#16257)
* TestFirecrawlSearch * add SearchProviders * add to get_provider_search_config * add FirecrawlSearchConfig * add FirecrawlSearchRequest * add firecrawl API docs * add pricing firecrawl/search * add new search APIs |
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Ishaan Jaffer
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16a1b57dd5 | TestTavilySearch | ||
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Ishaan Jaffer
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4fc692d1e3 | TestGooglePSESearch | ||
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Ishaan Jaffer
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4341495508 | search test fix credits | ||
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Ishaan JaffandGitHub
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3e4b5ef3a5 |
[Feat] Add cost tracking for Search API requests - Google PSE, Tavily, Parallel AI, Exa AI (#15821)
* add search cost tracking * add cost tracking for tavily tiers * add search to call types * add search_provider_cost_per_query * add cost tracking for search APIs * add cost tracking search APIs * docs cost tracking search * docs search * fix linting |
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Ishaan JaffandGitHub
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ad62a6d3d1 |
[Feat] Add DataforSEO Search API (#15817)
* docs google PSE * add SearchProviders * add search providers * add PSE search * add SearchProviders * get_provider_search_config * add Search * init Search * add get_http_method on BaseSearch * fixes for Google PSE * TestGooglePSESearch * add DATAFORSEO * add DataForSEOSearchConfig * TestDataForSEOSearch * add DataForSEO * fix base transform * fix search * fix dataforSEO * docs fix * fix linting * fix linting |
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Ishaan JaffandGitHub
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f5a80110c1 |
[Feat] Add /search endpoint on LiteLLM Gateway (#15780)
* add SearchProvider
* add SearchToolTypedDict
* add search
* add SearchAPIRouter
* working router level search
* add search to allowed llm / ocr routes
* feat: add search_router
* add routing + proxy for search APIs
* /v1/search/{search_tool_name}
* fix search routing
* feat: parse_search_tools
* clean up sidebar
* docs fix
* router tests for search tools
* docs fix
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Ishaan Jaffer
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d9b85ab276 | fix: rename search_provider | ||
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Ishaan JaffandGitHub
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7b939b4558 |
[Feat] Add EXA AI Search API to LiteLLM (#15774)
* add BaseSearchConfig * add BaseSearchConfig * validate_environment * fix handlers * add PerplexitySearchConfig * add PerplexitySearchConfig * add LiteLLM Search API module. * add BaseSearchConfig * add _build_search_optional_params * add search_testing * add BaseSearchTest * add TestPerplexitySearch * fix BASE * fix handler * add search API * add to init * fix: working perplexity search API * add _hidden_params to search * add TAVILY to LlmProviders * add TavilySearchConfig * add TavilySearchConfig * TestTavilySearch * add tavily transform * TestParallelAISearch * add LlmProviders * add ParallelAISearchConfig * add ParallelAISearchConfig * ParallelAISearchConfig * add EXA AI Search API * add ExaAISearchConfig * TestExaAISearch * add get_supported_perplexity_optional_params * add Exa AI Search API * add transform_search_request * add ExaAISearchConfig * fix linting errors * transform_search_request |
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Ishaan JaffandGitHub
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208f76f8ad |
[Feat] Add Parallel AI - Search API (#15772)
* add BaseSearchConfig * add BaseSearchConfig * validate_environment * fix handlers * add PerplexitySearchConfig * add PerplexitySearchConfig * add LiteLLM Search API module. * add BaseSearchConfig * add _build_search_optional_params * add search_testing * add BaseSearchTest * add TestPerplexitySearch * fix BASE * fix handler * add search API * add to init * fix: working perplexity search API * add _hidden_params to search * add TAVILY to LlmProviders * add TavilySearchConfig * add TavilySearchConfig * TestTavilySearch * add tavily transform * TestParallelAISearch * add LlmProviders * add ParallelAISearchConfig * add ParallelAISearchConfig * ParallelAISearchConfig |
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Ishaan JaffandGitHub
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b9f3f9fb79 |
[Feat] Add Tavily Search API (#15770)
* add BaseSearchConfig * add BaseSearchConfig * validate_environment * fix handlers * add PerplexitySearchConfig * add PerplexitySearchConfig * add LiteLLM Search API module. * add BaseSearchConfig * add _build_search_optional_params * add search_testing * add BaseSearchTest * add TestPerplexitySearch * fix BASE * fix handler * add search API * add to init * fix: working perplexity search API * add _hidden_params to search * add TAVILY to LlmProviders * add TavilySearchConfig * add TavilySearchConfig * TestTavilySearch * add tavily transform |
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Ishaan JaffandGitHub
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e1cb92862e |
[Feat] Add def search() APIs for Web Search - Perplexity API (#15769)
* add BaseSearchConfig * add BaseSearchConfig * validate_environment * fix handlers * add PerplexitySearchConfig * add PerplexitySearchConfig * add LiteLLM Search API module. * add BaseSearchConfig * add _build_search_optional_params * add search_testing * add BaseSearchTest * add TestPerplexitySearch * fix BASE * fix handler * add search API * add to init * fix: working perplexity search API * add _hidden_params to search |