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81 lines
2.8 KiB
Python
81 lines
2.8 KiB
Python
from pydantic import BaseModel, Field, model_validator
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from typing import Literal
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# Turns out this doesn't work well. since longer videos will be HH:MM:SS
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# but shorter videos will be MM:SS, and the language model does not do 00:MM:SS well
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# then we run into issues where 2:00 is parsed as 200 seconds
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class Segment(BaseModel):
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title: str = Field(..., description="The title of the segment")
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timestamp: str = Field(..., description="The timestamp of the event as HH:MM:SS")
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# We fix this by doing twi things
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# Tell the LMM which format it wants to use
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# And then we use a custom parser to parse the timestamp
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class SegmentWithTimestamp(BaseModel):
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title: str = Field(..., description="The title of the segment")
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time_format: Literal["HH:MM:SS", "MM:SS"] = Field(
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..., description="The format of the timestamp"
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)
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timestamp: str = Field(
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..., description="The timestamp of the event as either HH:MM:SS or MM:SS"
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)
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@model_validator(mode="after")
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def parse_timestamp(self):
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if self.time_format == "HH:MM:SS":
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hours, minutes, seconds = map(int, self.timestamp.split(":"))
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elif self.time_format == "MM:SS":
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hours, minutes, seconds = 0, *map(int, self.timestamp.split(":"))
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else:
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raise ValueError("Invalid time format, must be HH:MM:SS or MM:SS")
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# Normalize seconds and minutes
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total_seconds = hours * 3600 + minutes * 60 + seconds
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hours, remainder = divmod(total_seconds, 3600)
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minutes, seconds = divmod(remainder, 60)
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if hours > 0:
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self.timestamp = f"{hours:02d}:{minutes:02d}:{seconds:02d}"
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else:
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self.timestamp = f"00:{minutes:02d}:{seconds:02d}"
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return self
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if __name__ == "__main__":
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# Make tests
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# Test cases for SegmentWithTimestamp
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test_cases = [
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(
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SegmentWithTimestamp(
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title="Introduction", time_format="MM:SS", timestamp="00:30"
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),
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"00:00:30",
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),
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(
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SegmentWithTimestamp(
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title="Main Topic", time_format="HH:MM:SS", timestamp="00:15:45"
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),
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"00:15:45",
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),
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(
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SegmentWithTimestamp(
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title="Conclusion", time_format="MM:SS", timestamp="65:00"
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),
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"01:05:00",
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),
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]
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for input_data, expected_output in test_cases:
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try:
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assert input_data.timestamp == expected_output
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print(f"Test passed: {input_data.timestamp} == {expected_output}")
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except AssertionError:
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print(f"Test failed: {input_data.timestamp} != {expected_output}")
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# > Test passed: 00:00:30 == 00:00:30
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# > Test passed: 00:15:45 == 00:15:45
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# > Test passed: 01:05:00 == 01:05:00
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