Created
July 4, 2021 20:25
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Parse CPT codes and case info from a SIS Complete CSV export
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#!/usr/local/bin/python3 | |
import csv | |
import re | |
import argparse | |
CASES_OUT = 'sis-parser-out-cases.csv' | |
CPTS_OUT = 'sis-parser-out-cpts.csv' | |
parser = argparse.ArgumentParser(prog="sis-parser.py", description='Parse cases and CPT codes from a SIS Complete CSV export.') | |
parser.add_argument('--input', help='CSV file to parse', required=True) | |
args = parser.parse_args() | |
cpts = set() | |
rows = [] | |
with open(args.input, newline='') as data: | |
reader = csv.DictReader(data) | |
for row in reader: | |
rows.append(row) | |
for row in rows: | |
# Extract CPTs from Procedures col | |
procedures = row['Procedures'] | |
row_cpts = re.findall('[0-9]{5}', procedures) | |
# Add CPTs from this case to set | |
[cpts.add(cpt) for cpt in row_cpts] | |
# Add CPTs col | |
row['cpts'] = ', '.join(row_cpts) | |
# Write data to a new CSV | |
with open(CASES_OUT, 'w', newline='') as data: | |
fieldnames = ['date', 'time', 'physician', 'cpts', 'patient', 'status'] | |
writer = csv.DictWriter(data, fieldnames=fieldnames) | |
writer.writeheader() | |
[writer.writerow({ | |
'date': row['\ufeffDateofSurgery'], | |
'time': row['CaseStartTime'], | |
'physician': row['Physician'], | |
'cpts': row['cpts'], | |
'patient': row['PatientName'], | |
'status': row['CaseStatus'] | |
}) for row in rows] | |
# Write CPT codes to their own CSV | |
with open(CPTS_OUT, 'w', newline='') as data: | |
fieldnames = ['code'] | |
writer = csv.DictWriter(data, fieldnames=fieldnames) | |
writer.writeheader() | |
[writer.writerow({ | |
'code': cpt | |
}) for cpt in cpts] | |
print('SUMMARY') | |
print(f'Rows: {len(rows)}') | |
print(f'CPTs: {len(cpts)}') | |
print(f'Wrote data to {CASES_OUT}') | |
print(f'Wrote CPTs to {CPTS_OUT}') |
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