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Code Issues Projects Releases Packages Wiki Activity Actions 7

feat: Add additional env variables for Machine Learning (#15326)

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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
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Tempest 2025-01-14 16:06:01 -06:00 • committed by GitHub
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4 changed files with 87 additions and 34 deletions
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36
machine-learning/app/config.py
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@ -14,9 +14,41 @@ from uvicorn import Server
from uvicorn.workers import UvicornWorker
class ClipSettings(BaseModel):
textual: str | None = None
visual: str | None = None
class FacialRecognitionSettings(BaseModel):
recognition: str | None = None
detection: str | None = None
class PreloadModelData(BaseModel):
clip: str | None = None
facial_recognition: str | None = None
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):