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901bff3 c36cbde 901bff3 c36cbde 901bff3 c36cbde 901bff3 c36cbde 901bff3 c36cbde | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 | from fastapi import HTTPException
def validate_video_stats(views: int, duration: int):
"""
Sanity checks for video inputs.
"""
if views < 0:
raise HTTPException(status_code=400, detail="View count cannot be negative.")
if duration <= 0:
raise HTTPException(status_code=400, detail="Duration must be positive.")
def validate_rank_history(ranks: list):
"""
Ensures rank history data is valid.
"""
if not ranks:
raise HTTPException(status_code=400, detail="Rank history cannot be empty.")
if any(r < 1 for r in ranks):
raise HTTPException(status_code=400, detail="Ranks must be >= 1.")
def check_model_compatibility(
model_name: str, input_features: int, expected_features: int
):
"""
Validates that the input vector matches the model's expected shape.
"""
if input_features != expected_features:
raise ValueError(
f"Model {model_name} expects {expected_features} features, "
f"but got {input_features}"
)
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