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Code Issues Activity

feat: Add additional env variables to ML container (#15398)

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* Add additional variables to preload part ML models

* Add additional variables to preload part ML models

* Add additional variables to preload part ML models

* Add additional variables to preload part ML models

* Add additional variables to preload part ML models

* Add additional variables to preload part ML models

* Add additional variables to preload part ML models

* Add additional variables to preload part ML models

* Add additional variables to preload part ML models

* Update config.py

* Add additional variables to preload part ML models

* Add additional variables to preload part ML models

* Apply formatting

* minor update

* formatting

* root validator

* minor update

* minor update

* minor update

* change to support explicit models

* minor update

* minor change

* minor change

* minor change

* minor update

* add logs, resolve errors

* minor change

* add new enviornment variables

* minor revisons

* remove comments

* add additional variables to ML (fixed)

* add additional variables to ML (fixed)

* add additional variables to ML

* formatting

* remove comment

* remove mypy error

* remove unused module

* merge f strings
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Tempest 2025-01-17 16:22:05 -06:00 • committed by GitHub
parent c5582fc8d9
commit d5a9294eeb
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2 changed files with 25 additions and 23 deletions
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32
machine-learning/app/config.py
View file

@ -25,31 +25,19 @@ class FacialRecognitionSettings(BaseModel):
class PreloadModelData(BaseModel):
clip_fallback: str | None = os.getenv("MACHINE_LEARNING_PRELOAD__CLIP", None)
facial_recognition_fallback: str | None = os.getenv("MACHINE_LEARNING_PRELOAD__FACIAL_RECOGNITION", None)
if clip_fallback is not None:
os.environ["MACHINE_LEARNING_PRELOAD__CLIP__TEXTUAL"] = clip_fallback
os.environ["MACHINE_LEARNING_PRELOAD__CLIP__VISUAL"] = clip_fallback
del os.environ["MACHINE_LEARNING_PRELOAD__CLIP"]
if facial_recognition_fallback is not None:
os.environ["MACHINE_LEARNING_PRELOAD__FACIAL_RECOGNITION__RECOGNITION"] = facial_recognition_fallback
os.environ["MACHINE_LEARNING_PRELOAD__FACIAL_RECOGNITION__DETECTION"] = facial_recognition_fallback
del os.environ["MACHINE_LEARNING_PRELOAD__FACIAL_RECOGNITION"]
clip: ClipSettings = ClipSettings()
facial_recognition: FacialRecognitionSettings = FacialRecognitionSettings()
clip_model_fallback: str | None = os.getenv("MACHINE_LEARNING_PRELOAD__CLIP", None)
facial_recognition_model_fallback: str | None = os.getenv("MACHINE_LEARNING_PRELOAD__FACIAL_RECOGNITION", None)
def update_from_fallbacks(self) -> None:
if self.clip_model_fallback:
self.clip.textual = self.clip_model_fallback
self.clip.visual = self.clip_model_fallback
log.warning(
"Deprecated env variable: MACHINE_LEARNING_PRELOAD__CLIP. "
"Use MACHINE_LEARNING_PRELOAD__CLIP__TEXTUAL and "
"MACHINE_LEARNING_PRELOAD__CLIP__VISUAL instead."
)
if self.facial_recognition_model_fallback:
self.facial_recognition.recognition = self.facial_recognition_model_fallback
self.facial_recognition.detection = self.facial_recognition_model_fallback
log.warning(
"Deprecated environment variable: MACHINE_LEARNING_PRELOAD__FACIAL_RECOGNITION. "
"Use MACHINE_LEARNING_PRELOAD__FACIAL_RECOGNITION__RECOGNITION and "
"MACHINE_LEARNING_PRELOAD__FACIAL_RECOGNITION__DETECTION instead."
)
class MaxBatchSize(BaseModel):
facial_recognition: int | None = None

16
machine-learning/app/main.py
View file

@ -75,7 +75,7 @@ async def lifespan(_: FastAPI) -> AsyncGenerator[None, None]:
async def preload_models(preload: PreloadModelData) -> None:
log.info(f"Preloading models: {preload}")
log.info(f"Preloading models: clip:{preload.clip} facial_recognition:{preload.facial_recognition}")
if preload.clip.textual is not None:
model = await model_cache.get(preload.clip.textual, ModelType.TEXTUAL, ModelTask.SEARCH)
@ -101,6 +101,20 @@ async def preload_models(preload: PreloadModelData) -> None:
)
await load(model)
if preload.clip_fallback is not None:
log.warning(
"Deprecated env variable: 'MACHINE_LEARNING_PRELOAD__CLIP'. "
"Use 'MACHINE_LEARNING_PRELOAD__CLIP__TEXTUAL' and "
"'MACHINE_LEARNING_PRELOAD__CLIP__VISUAL' instead."
)
if preload.facial_recognition_fallback is not None:
log.warning(
"Deprecated env variable: 'MACHINE_LEARNING_PRELOAD__FACIAL_RECOGNITION'. "
"Use 'MACHINE_LEARNING_PRELOAD__FACIAL_RECOGNITION__DETECTION' and "
"'MACHINE_LEARNING_PRELOAD__FACIAL_RECOGNITION__RECOGNITION' instead."
)
def update_state() -> Iterator[None]:
global active_requests, last_called