rows
pyexcel
rows | pyexcel | |
---|---|---|
1 | 1 | |
861 | 1,172 | |
- | 0.2% | |
6.3 | 0.0 | |
about 23 hours ago | 5 months ago | |
Python | Python | |
GNU Lesser General Public License v3.0 only | GNU General Public License v3.0 or later |
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rows
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PostgreSQL alternative for Large amounts of data
I have used following python utility https://github.com/turicas/rows , it provides cli that can bulk load csv to postgres tables.
pyexcel
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Advice on ETL and Data Sharing work process
You could try and write some simple python using the pyexcel and pandas libraries. I created a tool as a consultant with these packages that parsed spreadsheets with data from factories from all around the world. They did not lock down the Excel files used to submit data and it made it so much harder. If you go this route, I would recommend starting by putting your data into a SQLite database. Once you have your data in a database, you unlock the power of SQL for pulling reports. Also, you can port the data into a proper database if you ever need to. ChatGPT can probably get you a good chunk of the way there.
What are some alternatives?
timescaledb-parallel-copy - A binary for parallel copying of CSV data into a TimescaleDB hypertable
openpyxl
etlp - A transducers based etl processing library written in clojure
XlsxWriter - A Python module for creating Excel XLSX files.
bellboy - Highly performant JavaScript data stream ETL engine.
Pandas - Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more
q - q - Run SQL directly on delimited files and multi-file sqlite databases
xlwings - xlwings is a Python library that makes it easy to call Python from Excel and vice versa. It works with Excel on Windows and macOS as well as with Google Sheets and Excel on the web.
pgloader - Migrate to PostgreSQL in a single command!
xlwt
Excelize - Excelize is a small app that will allow users to easily manipulate Excel files, by merging, converting and splitting them as needed. It support multiple file selection with the aim to simplify the process
docxtpl - Use a docx as a jinja2 template