Generator CSV ke SQL INSERT
Konversi data CSV ke pernyataan SQL INSERT. Opsional hasilkan CREATE TABLE DDL dengan tipe kolom yang terdeteksi otomatis.
Pertanyaan yang Sering Diajukan
Implementasi Kode
import csv
import io
def csv_to_sql(csv_text, table_name="my_table", include_create=True):
reader = csv.reader(io.StringIO(csv_text.strip()))
rows = list(reader)
if len(rows) < 2:
return ""
headers = rows[0]
data_rows = rows[1:]
def infer_type(values):
for v in values:
v = v.strip()
if v == "":
continue
try:
int(v)
return "INT"
except ValueError:
try:
float(v)
return "FLOAT"
except ValueError:
return "VARCHAR(255)"
return "VARCHAR(255)"
types = [infer_type([r[i] for r in data_rows if i < len(r)])
for i in range(len(headers))]
sql = []
if include_create:
cols = ", ".join(f"{h} {t}" for h, t in zip(headers, types))
sql.append(f"CREATE TABLE {table_name} ({cols});")
for row in data_rows:
values = []
for i, val in enumerate(row):
if types[i] == "VARCHAR(255)":
values.append(f"'{val.replace(chr(39), chr(39)*2)}'")
else:
values.append(val if val.strip() else "NULL")
cols_str = ", ".join(headers)
vals_str = ", ".join(values)
sql.append(f"INSERT INTO {table_name} ({cols_str}) VALUES ({vals_str});")
return "\n".join(sql)
csv_data = """id,name,score
1,Alice,95.5
2,Bob,87"""
print(csv_to_sql(csv_data))Comments & Feedback
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