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Runtime error
๐ consolidate outname
Browse filesSigned-off-by: peter szemraj <[email protected]>
utils.py
CHANGED
@@ -107,16 +107,16 @@ def load_example_filenames(example_path: str or Path):
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def extract_keywords(
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text: str, num_keywords: int = 3, window_size: int = 5
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) -> List[str]:
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"""
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Extracts keywords from a text using a simplified TextRank algorithm.
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Args:
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text: The text to extract keywords from.
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num_keywords: The number of keywords to extract. Default
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window_size: The number of words considered for co-occurrence. Default
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Returns:
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A list of strings, where each string is a keyword extracted from the input text.
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"""
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@@ -155,8 +155,8 @@ def extract_keywords(
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final_keywords = []
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for keyword in keywords:
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if not any(fuzz.ratio(keyword, other) > 70 for other in final_keywords):
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final_keywords.append(keyword)
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logger.debug(f"Keywords (
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return final_keywords
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@@ -177,10 +177,10 @@ def saves_summary(
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scores_text = "\n".join(sum_scores)
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full_summary = "\n".join(sum_text)
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keywords = "_".join(extract_keywords(full_summary))
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logger.debug(f"kw:\t{keywords}")
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outpath = (
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Path.cwd() / f"
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if outpath is None
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else Path(outpath)
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)
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def extract_keywords(
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text: str, num_keywords: int = 3, window_size: int = 5, kw_max_len: int = 20
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) -> List[str]:
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"""
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Extracts keywords from a text using a simplified TextRank algorithm.
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Args:
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text: The text to extract keywords from.
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num_keywords: The number of keywords to extract. Default: 3
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window_size: The number of words considered for co-occurrence. Default: 5
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kw_max_len: The maximum length of a keyword (truncate longer keywords to max). Default: 20
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Returns:
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A list of strings, where each string is a keyword extracted from the input text.
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"""
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final_keywords = []
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for keyword in keywords:
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if not any(fuzz.ratio(keyword, other) > 70 for other in final_keywords):
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final_keywords.append(keyword[:kw_max_len])
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logger.debug(f"Keywords (max len. {kw_max_len}):\t{final_keywords}")
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return final_keywords
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scores_text = "\n".join(sum_scores)
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full_summary = "\n".join(sum_text)
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keywords = "_".join(extract_keywords(full_summary, kw_max_len=4))
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logger.debug(f"kw:\t{keywords}")
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outpath = (
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Path.cwd() / f"DocSummary_{keywords}_{get_timestamp()}.txt"
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if outpath is None
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else Path(outpath)
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)
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