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[SC 8983] Remove inferring datatype warnings #336

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Merged
AnilSorathiya merged 9 commits into from
Mar 11, 2025
Merged

[SC 8983] Remove inferring datatype warnings #336

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24162bb
Remove ydata-profiling library dependency
AnilSorathiya Mar 9, 2025
7c7a41a
Merge branch 'main' into anilsorathiya/sc-8983/remove-ydata-profiling…
AnilSorathiya Mar 9, 2025
f688339
poetry lock update
AnilSorathiya Mar 9, 2025
46920f8
update infer_datatypes function to infer Text type
AnilSorathiya Mar 10, 2025
7ba18f9
update test
AnilSorathiya Mar 10, 2025
bcda30f
remove lint error
AnilSorathiya Mar 10, 2025
02f0253
remove print statements
AnilSorathiya Mar 10, 2025
08659c0
resolve warning message
AnilSorathiya Mar 11, 2025
adf6ecb
Merge branch 'main' into anilsorathiya/sc-8983/remove-ydata-profiling…
AnilSorathiya Mar 11, 2025
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4 changes: 2 additions & 2 deletions validmind/utils.py
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Original file line number Diff line number Diff line change
Expand Up @@ -631,7 +631,7 @@ def is_text_column(series, threshold=0.05):
patterns = {
"url": r"https?://\S+|www\.\S+",
"email": r"\b[A-Za-z0-9._%+-]+@[A-Za-z0-9.-]+\.[A-Z|a-z]{2,}\b",
"filepath": r'([a-zA-Z]:|[\\/])([\\/][^\\/:*?"<>|]+)+',
"filepath": r'(?:[a-zA-Z]:|[\\/])(?:[\\/][^\\/:*?"<>|]+)+',
}

# Check if any special patterns exceed threshold
Expand Down Expand Up @@ -684,7 +684,7 @@ def _get_text_type_detail(series):
# Check for common patterns
url_pattern = r"https?://\S+|www\.\S+"
email_pattern = r"\b[A-Za-z0-9._%+-]+@[A-Za-z0-9.-]+\.[A-Z|a-z]{2,}\b"
filepath_pattern = r'([a-zA-Z]:|[\\/])([\\/][^\\/:*?"<>|]+)+'
filepath_pattern = r'(?:[a-zA-Z]:|[\\/])(?:[\\/][^\\/:*?"<>|]+)+'

url_ratio = string_series.str.contains(url_pattern, regex=True, na=False).mean()
email_ratio = string_series.str.contains(email_pattern, regex=True, na=False).mean()
Expand Down