CSV → SQL INSERT 생성기
CSV 데이터를 SQL INSERT 문으로 변환합니다. 자동 감지 컬럼 타입으로 CREATE TABLE DDL도 생성합니다.
자주 묻는 질문
코드 구현
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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