Backend Boilerplates
python
Intermediate
New
CSV to PostgreSQL Bulk Loader
Stream a large CSV directly into PostgreSQL using COPY for maximum throughput.
python
import psycopg2, csv, io
def csv_to_postgres(filepath: str, table: str, conn_str: str):
with open(filepath, newline="") as f:
reader = csv.reader(f)
headers = next(reader)
buf = io.StringIO()
writer = csv.writer(buf)
for row in reader:
writer.writerow(row)
buf.seek(0)
with psycopg2.connect(conn_str) as conn:
with conn.cursor() as cur:
cur.copy_expert(
f"COPY {table} ({",".join(headers)}) FROM STDIN WITH CSV",
buf,
)
conn.commit()
print(f"Loaded into {table}")
Prerequisites
- psycopg2-binary >= 2.9
- PostgreSQL
Pro Tips
- → COPY is 10-100x faster than row-by-row INSERT for bulk loads.
Commercial Licensing
Acquire a production access token or template license for enterprise deployment.
Module Info
- Language
- python
- Level
- Intermediate
- Read time
- 3 min
- Published
- Aug 2026
- License
- Commercial License
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