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Web UI

dfstore ships with an optional browser-based interface for exploring and managing your store.

Installation

The web UI requires Flask:

pip install 'dfstore[gui]'

Starting the Server

dfstore serve

Opens at http://127.0.0.1:7860 by default.

# Custom host and port
dfstore serve --port 8080 --host 0.0.0.0

Tabs

Browse

View all stored DataFrames in a sortable table. Click any row to see:

  • Full metadata (description, tags, timestamps)
  • Version history with diff information
  • A live data preview of the first few rows

Save

Upload a CSV or Parquet file directly from the browser. Fill in the name, description, tags, and optional version notes before saving.

Filter DataFrames by:

  • Description substring
  • Tags
  • Column names

Manage

Soft-delete or hard-delete entries, and restore previously soft-deleted ones.

Screenshot

dfstore web UI