Import and profile
Import CSV, JSON, JSONL/NDJSON and Excel (.xlsx). Inspect accepted rows, column types, nulls, distinct values and malformed records. The original upload is retained.
Import, profile, clean, combine and export structured data on your own computer or privately operated instance.
$99 USD · one-time local package
Linux x86_64 with glibc 2.28 or newer, a writable local disk, a terminal and an installed modern web browser.

Import CSV, JSON, JSONL/NDJSON and Excel (.xlsx). Inspect accepted rows, column types, nulls, distinct values and malformed records. The original upload is retained.
Normalize text and dates, deduplicate on explicit keys, search, join datasets on selected columns and stack compatible datasets. Inspect the change report and output counts.
Export CSV, JSON or Excel. Keep persistent datasets, originals, checkpoints and exports. Interrupted ingest can resume; cold backup and relocated restore support recovering the local instance.
Linux x86_64 with glibc 2.28 or newer, a writable local disk, a terminal and an installed modern web browser. The package includes Python 3.12.15, pinned application wheels, Caddy 2.11.7, source, examples, guides and component notices.
./setup.sh ./run.sh
Open http://127.0.0.1:8765 in your installed browser. Setup uses the bundled dependencies with required hashes; it does not need a package registry. Node 24.21.0 and test modules are included as developer tools.
A browser executable is not bundled. Windows/macOS native installers and a managed public hosting service are not included in this Linux package.
Current source passed import, profile, cleanup, search, join, stack and export checks, including a 200,000-row synthetic workflow. Upload limits, authenticated instance access and spreadsheet-safe exports were checked.
An actual synthetic internal catalogue job was imported, normalized, deduplicated and joined; CSV and JSON were exported. Data survived a restart and a checksum-verified cold backup with relocated restore.
Rendered desktop and phone workflows and an isolated HTTPS gateway passed. Container startup, systemd activation and a customer's public host are separate destination-host tasks.
The offer supplies installable local software, configuration, synthetic examples, user/deployment/recovery guides and component notices. Your working data remain in your privately operated instance. This product website does not provide a hosted DataForge processing account.