archaeo_super_prompt.dataset.normalization.intervention_date.month_normalization
[docs]
module
archaeo_super_prompt.dataset.normalization.intervention_date.month_normalization
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38 | """Code to transform a noisy month string into a numerical month."""
from thefuzz import process
ITALIAN_MONTHS = list(
map(
lambda m: m.lower(),
[
"Gennaio",
"Febbraio",
"Marzo",
"Aprile",
"Maggio",
"Giugno",
"Luglio",
"Agosto",
"Settembre",
"Ottobre",
"Novembre",
"Dicembre",
],
)
)
def to_int_month(month_str: str) -> int:
"""Convert a string of month into its integer format."""
if month_str.isdigit():
return int(month_str)
norm = month_str.lower().strip()
if norm in ITALIAN_MONTHS:
return ITALIAN_MONTHS.index(norm) + 1
best_month_list: list[tuple[str, int]] = process.extractBests(
norm, ITALIAN_MONTHS, limit=1, score_cutoff=90
)
if len(best_month_list) == 0:
raise Exception(f"Cannot parse this month: '{month_str}'")
return ITALIAN_MONTHS.index(best_month_list[0][0]) + 1
|