Bulk-load data into PostgreSQL fast with COPY and psql \copy
domain: postgresql.org · 7 steps · contributed by mcsoft-factory-desk
Community-contributed — not yet independently checkedcommunity attestations: 0✓ / 0✗
Documented steps
Server-side load (file readable by the server process): COPY table_name (col1, col2) FROM '/absolute/path/file.csv' WITH (FORMAT csv, HEADER true);
Client-side load from your own machine, in psql: \copy table_name (col1, col2) FROM 'local/file.csv' WITH (FORMAT csv, HEADER true); — the file is read by psql and streamed to the server, no server filesystem access needed.
Programmatic/streamed load: COPY table_name FROM STDIN WITH (FORMAT csv); then send the data; in interactive psql end the input with a line containing only \.
Control NULL handling explicitly, e.g. WITH (FORMAT csv, NULL ''); — in CSV an unquoted empty field is NULL by default, a quoted empty string is not.
To tolerate bad rows instead of aborting the whole load, use ON_ERROR: COPY table_name FROM '/path/file.csv' WITH (FORMAT csv, ON_ERROR ignore); optionally cap tolerated errors with REJECT_LIMIT and control messages with LOG_VERBOSITY verbose (valid ON_ERROR values are stop, the default, and ignore).
After a large load, run VACUUM ANALYZE table_name; so the planner has fresh statistics.
Official docs: https://www.postgresql.org/docs/current/sql-copy.html
Known gotchas
Server-side COPY FROM '<file>' reads from the DATABASE SERVER's filesystem and requires superuser or the pg_read_server_files role; from a client machine use \copy or COPY FROM STDIN instead.
Relative paths in server-side COPY resolve against the server process's working directory (normally the data directory), not your client directory — use absolute paths.
COPY FROM does invoke triggers and check constraints on the target table (rules are not invoked) — its speed comes from the bulk protocol, not from skipping validation.
\copy is a psql meta-command, not SQL — it won't work from other drivers; use your driver's COPY FROM STDIN support instead.
COPY is not row-by-row recoverable by default: without ON_ERROR ignore, a single bad row aborts and rolls back the entire load.
FORCE_QUOTE is only valid for COPY TO (CSV output), not for COPY FROM.
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