Joltio Data / Guide

Bulk download

Download a historical range to resumable Parquet partitions with the Python client.

The client reads coverage and your plan, splits each month into bounded queries, writes Parquet by month, and revisits a review window on refresh. It waits for a 429 quota reset.

Limits and errors

1. 01

   Install and set your key

   pip install "joltio[parquet]"
   export JOLTIO_API_KEY=jol_live_…

2. 02

   Download the range

   from joltio import Client
   with Client() as j:
       j.data.download("omie.prices", "2020-01-01", "2026-10-01", path="data/omie_prices")

3. 03

   Refresh on a schedule

   with Client() as j:
       j.data.download("omie.prices", since="last", revise_days=7, path="data/omie_prices")