#!/usr/bin/env bash # Oracle solution: csv module for RFC4180, Decimal for exact numeric rewriting. set -euo pipefail cd "$TB_WORK" mkdir -p bin cat > bin/canon <<'PYEOF' #!/usr/bin/env python3 import csv import re import sys from decimal import Decimal, InvalidOperation from pathlib import Path NUMERIC = re.compile(r"^[+-]?(\d+(\.\d*)?|\.\d+)([eE][+-]?\d+)?$") def normalize(cell): if not NUMERIC.match(cell): return cell try: value = Decimal(cell) except InvalidOperation: return cell if value == 0: return "0" return format(value.normalize(), "f") def main(argv): if len(argv) != 3: sys.stderr.write("usage: canon \n") return 1 source = Path(argv[1]) target = Path(argv[2]) if not source.is_file(): sys.stderr.write("no such file: %s\n" % argv[1]) return 2 with open(source, "r", encoding="utf-8-sig", newline="") as handle: reader = csv.reader(handle) header = next(reader, None) if header is None: header = [] header = [name.strip() for name in header] seen = set() for name in header: key = name.casefold() if key in seen: sys.stderr.write("duplicate column: %s\n" % name) return 3 seen.add(key) rows = [] previous_line = reader.line_num for record in reader: start = previous_line + 1 previous_line = reader.line_num if not record: continue if len(record) != len(header): sys.stderr.write("malformed row: line %d\n" % start) return 4 rows.append([normalize(cell) for cell in record]) rows.sort(key=lambda row: (row[0], row[1] if len(row) > 1 else "")) target.parent.mkdir(parents=True, exist_ok=True) with open(target, "w", encoding="utf-8", newline="") as handle: handle.write("\t".join(header) + "\n") for row in rows: handle.write("\t".join(row) + "\n") return 0 if __name__ == "__main__": sys.exit(main(sys.argv)) PYEOF chmod +x bin/canon ./bin/canon data/orders.csv out/orders.tsv