Create a summary of unique values for each column in a Postgres table or view and summarize results in an Excel workbook.
Project description
pg_summary
Create a summary of unique values for each column in a Postgres table or view and summarize results in an Excel workbook.
Installation
You can install pg_summary via pip from PyPI:
pip install pg-summary
There is also a Docker image available on the GitHub Container Registry:
docker pull ghcr.io/geocoug/pg-summary:latest
Usage
The following example demonstrates how to use pg_summary to summarize a Postgres table. By default, the output is an Excel file with one sheet. Each column in the sheet will summarize a column in the Postgres table with the unique values, number of unique values, number of null values, data type, and the column name.
Each of the examples below will produce the exact same output.
Python
from pg_summary import PgSummary
PgSummary(
host="localhost",
port=5432,
database="mydb",
user="myuser",
table_or_view="mytable",
schema="staging",
).summarize()
Command Line
pg_summary -v localhost -u myuser -d mydb -t mytable -s staging
Docker
docker run --rm -v $(pwd):/data ghcr.io/geocoug/pg-summary:latest -v localhost -u myuser -d mydb -t mytable -s staging
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