Preserve CLIP client errors through qdrant
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+16
-1
@@ -47,6 +47,21 @@ class EmbedRequest(BaseModel):
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pretrained: Optional[str] = None
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pretrained: Optional[str] = None
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_TRANSIENT_IMAGE_ERRORS = {
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"dns_failure",
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"connect_timeout",
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"read_timeout",
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"connection_error",
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"remote_http_5xx",
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"fetch_failure",
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}
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def _image_load_status(error: ImageLoadError) -> int:
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"""Keep input failures as 4xx and surface transient/unknown failures as 5xx."""
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return 502 if error.category in _TRANSIENT_IMAGE_ERRORS or error.category == "unknown" else 400
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def _log_image_load_failure(error: ImageLoadError, url: str, elapsed_ms: float) -> None:
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def _log_image_load_failure(error: ImageLoadError, url: str, elapsed_ms: float) -> None:
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fields = {
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fields = {
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"event": "clip_image_fetch_failed",
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"event": "clip_image_fetch_failed",
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@@ -167,7 +182,7 @@ def embed(req: EmbedRequest):
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return _embed_image_bytes(data, backend=req.backend, model_name=req.model, pretrained=req.pretrained)
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return _embed_image_bytes(data, backend=req.backend, model_name=req.model, pretrained=req.pretrained)
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except ImageLoadError as e:
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except ImageLoadError as e:
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_log_image_load_failure(e, req.url, (time.perf_counter() - started_at) * 1000)
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_log_image_load_failure(e, req.url, (time.perf_counter() - started_at) * 1000)
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raise HTTPException(400, str(e))
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raise HTTPException(_image_load_status(e), str(e))
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@app.post("/embed/file")
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@app.post("/embed/file")
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+9
-2
@@ -211,6 +211,13 @@ def _log_clip_failure(operation: str, *, elapsed_ms: float, status: int | None =
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logger.warning("%s", " ".join(f"{key}={value!r}" for key, value in fields.items()))
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logger.warning("%s", " ".join(f"{key}={value!r}" for key, value in fields.items()))
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def _raise_clip_response_error(response: httpx.Response) -> None:
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"""Preserve CLIP client statuses while keeping upstream detail private."""
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if 400 <= response.status_code < 500:
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raise HTTPException(response.status_code, "CLIP image request rejected.")
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raise HTTPException(502, "CLIP service unavailable.")
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async def _embed_url(url: str) -> List[float]:
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async def _embed_url(url: str) -> List[float]:
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"""Call the CLIP service to get an image embedding."""
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"""Call the CLIP service to get an image embedding."""
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started_at = time.perf_counter()
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started_at = time.perf_counter()
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@@ -222,7 +229,7 @@ async def _embed_url(url: str) -> List[float]:
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raise HTTPException(502, f"CLIP request failed: {str(e)}")
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raise HTTPException(502, f"CLIP request failed: {str(e)}")
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if r.status_code >= 400:
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if r.status_code >= 400:
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_log_clip_failure("embed_url", elapsed_ms=(time.perf_counter() - started_at) * 1000, status=r.status_code, error_type="upstream_http_error", safe_detail=_safe_clip_detail(r))
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_log_clip_failure("embed_url", elapsed_ms=(time.perf_counter() - started_at) * 1000, status=r.status_code, error_type="upstream_http_error", safe_detail=_safe_clip_detail(r))
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raise HTTPException(502, f"CLIP /embed error: {r.status_code} {r.text[:200]}")
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_raise_clip_response_error(r)
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try:
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try:
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return r.json()["vector"]
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return r.json()["vector"]
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except Exception:
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except Exception:
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@@ -242,7 +249,7 @@ async def _embed_bytes(data: bytes) -> List[float]:
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raise HTTPException(502, f"CLIP request failed: {str(e)}")
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raise HTTPException(502, f"CLIP request failed: {str(e)}")
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if r.status_code >= 400:
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if r.status_code >= 400:
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_log_clip_failure("embed_file", elapsed_ms=(time.perf_counter() - started_at) * 1000, status=r.status_code, error_type="upstream_http_error", safe_detail=_safe_clip_detail(r))
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_log_clip_failure("embed_file", elapsed_ms=(time.perf_counter() - started_at) * 1000, status=r.status_code, error_type="upstream_http_error", safe_detail=_safe_clip_detail(r))
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raise HTTPException(502, f"CLIP /embed/file error: {r.status_code} {r.text[:200]}")
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_raise_clip_response_error(r)
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try:
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try:
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return r.json()["vector"]
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return r.json()["vector"]
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except Exception:
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except Exception:
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@@ -62,12 +62,12 @@ class ClipObservabilityTests(unittest.TestCase):
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def tearDown(self):
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def tearDown(self):
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self.module.logger.removeHandler(self.handler)
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self.module.logger.removeHandler(self.handler)
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def assert_failed_embed(self, error):
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def assert_failed_embed(self, error, expected_status):
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url = "https://user:[email protected]/images/art.webp?token=SECRET&sig=VALUE"
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url = "https://user:[email protected]/images/art.webp?token=SECRET&sig=VALUE"
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with patch.object(self.module, "fetch_url_bytes", side_effect=error):
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with patch.object(self.module, "fetch_url_bytes", side_effect=error):
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with self.assertRaises(self.module.HTTPException) as raised:
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with self.assertRaises(self.module.HTTPException) as raised:
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self.module.embed(self.module.EmbedRequest(url=url))
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self.module.embed(self.module.EmbedRequest(url=url))
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self.assertEqual(raised.exception.status_code, 400)
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self.assertEqual(raised.exception.status_code, expected_status)
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self.assertEqual(len(self.records), 1)
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self.assertEqual(len(self.records), 1)
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line = self.records[0]
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line = self.records[0]
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self.assertIn("event='clip_image_fetch_failed'", line)
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self.assertIn("event='clip_image_fetch_failed'", line)
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@@ -79,20 +79,20 @@ class ClipObservabilityTests(unittest.TestCase):
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self.assertNotIn("Authorization", line)
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self.assertNotIn("Authorization", line)
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def test_read_timeout_is_logged_and_remains_400(self):
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def test_read_timeout_is_logged_and_remains_400(self):
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self.assert_failed_embed(ImageLoadError("read failed", category="read_timeout", stage="fetch", original_exception_class="ReadTimeout"))
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self.assert_failed_embed(ImageLoadError("read failed", category="read_timeout", stage="fetch", original_exception_class="ReadTimeout"), 502)
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self.assertIn("error_type='read_timeout'", self.records[0])
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self.assertIn("error_type='read_timeout'", self.records[0])
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def test_dns_failure_is_logged(self):
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def test_dns_failure_is_logged(self):
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self.assert_failed_embed(ImageLoadError("dns failed", category="dns_failure", stage="validate", original_exception_class="gaierror"))
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self.assert_failed_embed(ImageLoadError("dns failed", category="dns_failure", stage="validate", original_exception_class="gaierror"), 502)
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self.assertIn("error_type='dns_failure'", self.records[0])
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self.assertIn("error_type='dns_failure'", self.records[0])
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def test_invalid_content_type_is_logged(self):
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def test_invalid_content_type_is_logged(self):
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self.assert_failed_embed(ImageLoadError("not an image", category="invalid_content_type", stage="fetch", original_exception_class="ImageLoadError", metadata={"content_type": "text/html"}))
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self.assert_failed_embed(ImageLoadError("not an image", category="invalid_content_type", stage="fetch", original_exception_class="ImageLoadError", metadata={"content_type": "text/html"}), 400)
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self.assertIn("error_type='invalid_content_type'", self.records[0])
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self.assertIn("error_type='invalid_content_type'", self.records[0])
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self.assertIn("content_type='text/html'", self.records[0])
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self.assertIn("content_type='text/html'", self.records[0])
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def test_decode_failure_is_logged(self):
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def test_decode_failure_is_logged(self):
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self.assert_failed_embed(ImageLoadError("decode failed", category="decode_failure", stage="decode", original_exception_class="UnidentifiedImageError"))
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self.assert_failed_embed(ImageLoadError("decode failed", category="decode_failure", stage="decode", original_exception_class="UnidentifiedImageError"), 400)
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self.assertIn("stage='decode'", self.records[0])
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self.assertIn("stage='decode'", self.records[0])
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def test_success_emits_no_failure_warning(self):
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def test_success_emits_no_failure_warning(self):
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@@ -101,6 +101,18 @@ class ClipObservabilityTests(unittest.TestCase):
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self.assertEqual(response, {"vector": [0.1]})
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self.assertEqual(response, {"vector": [0.1]})
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self.assertEqual(self.records, [])
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self.assertEqual(self.records, [])
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def test_permanent_categories_remain_400(self):
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for category in ("invalid_scheme", "missing_hostname", "blocked_address", "image_too_large", "remote_http_4xx"):
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with self.subTest(category=category):
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self.records.clear()
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self.assert_failed_embed(ImageLoadError("rejected", category=category), 400)
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def test_transient_and_unknown_categories_are_502(self):
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for category in ("connect_timeout", "connection_error", "remote_http_5xx", "fetch_failure", "unknown"):
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with self.subTest(category=category):
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self.records.clear()
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self.assert_failed_embed(ImageLoadError("upstream failure", category=category), 502)
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if __name__ == "__main__":
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if __name__ == "__main__":
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unittest.main()
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unittest.main()
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@@ -0,0 +1,79 @@
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from __future__ import annotations
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import asyncio
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import logging
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import unittest
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from unittest.mock import patch
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import httpx
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import qdrant.main as module
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class _FakeClient:
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def __init__(self, response=None, error=None):
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self.response = response
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self.error = error
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async def __aenter__(self):
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return self
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async def __aexit__(self, *_args):
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return False
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async def post(self, *_args, **_kwargs):
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if self.error:
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raise self.error
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return self.response
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class QdrantClipSemanticsTests(unittest.IsolatedAsyncioTestCase):
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async def call(self, operation, response=None, error=None):
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client = _FakeClient(response=response, error=error)
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with patch.object(module.httpx, "AsyncClient", lambda **_kwargs: client):
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return await operation()
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async def test_clip_4xx_is_preserved(self):
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for status in (400, 404, 422):
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with self.subTest(status=status):
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response = httpx.Response(status, json={"detail": "SECRET BODY"}, request=httpx.Request("POST", "http://clip/embed"))
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with self.assertRaises(module.HTTPException) as raised:
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await self.call(lambda: module._embed_url("https://cdn.example/image.webp"), response=response)
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self.assertEqual(raised.exception.status_code, status)
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self.assertEqual(raised.exception.detail, "CLIP image request rejected.")
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async def test_clip_5xx_and_transport_remain_502(self):
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for status in (500, 502, 504):
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with self.subTest(status=status):
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response = httpx.Response(status, text="SECRET BODY", request=httpx.Request("POST", "http://clip/embed"))
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with self.assertRaises(module.HTTPException) as raised:
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await self.call(lambda: module._embed_url("https://cdn.example/image.webp"), response=response)
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self.assertEqual(raised.exception.status_code, 502)
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with self.assertRaises(module.HTTPException) as raised:
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await self.call(lambda: module._embed_url("https://cdn.example/image.webp"), error=httpx.ConnectError("secret transport detail"))
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self.assertEqual(raised.exception.status_code, 502)
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async def test_file_endpoint_preserves_4xx_and_maps_5xx(self):
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for status, expected in ((400, 400), (422, 422), (500, 502)):
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with self.subTest(status=status):
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response = httpx.Response(status, text="SECRET BODY", request=httpx.Request("POST", "http://clip/embed/file"))
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with self.assertRaises(module.HTTPException) as raised:
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await self.call(lambda: module._embed_bytes(b"image-bytes"), response=response)
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self.assertEqual(raised.exception.status_code, expected)
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async def test_success_has_no_failure_warning(self):
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records = []
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handler = logging.Handler()
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handler.emit = lambda record: records.append(record.getMessage())
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module.logger.addHandler(handler)
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try:
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response = httpx.Response(200, json={"vector": [0.1]}, request=httpx.Request("POST", "http://clip/embed"))
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result = await self.call(lambda: module._embed_url("https://cdn.example/image.webp"), response=response)
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self.assertEqual(result, [0.1])
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self.assertEqual(records, [])
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finally:
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module.logger.removeHandler(handler)
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if __name__ == "__main__":
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unittest.main()
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