ds-fetch-cli
aic-fetch: the command line for AI Commons Fetch. Run SQL and
natural-language queries over your tenant's data lake from the terminal. Built on
ds-fetch-py-sdk.
uv tool install ds-fetch-cli # or: pipx install ds-fetch-cli
aic-fetch --install-completion # optional: tab completion for your shell
Usage
aic-fetch -e dev login # browser sign-in, including SSO
aic-fetch -e dev login --email me@aic.no # email and password; prompts for MFA if enabled
aic-fetch -e dev datasets # what you can query, with files, rows and size
aic-fetch -e dev datasets -n gold.5003105c-8a84-5f77-ab74-5e57003112b8 # only these datasets
aic-fetch -e dev datasets -l silver -l bronze # only these layers
aic-fetch -e dev dataset gold.5003105c-8a84-5f77-ab74-5e57003112b8
aic-fetch -e dev query 'SELECT department, count(*) FROM gold."5003105c-8a84-5f77-ab74-5e57003112b8" GROUP BY 1'
aic-fetch -e dev query - < report.sql # SQL from a file or pipe
aic-fetch -e dev validate - < report.sql # check the SQL without reading any data
aic-fetch -e dev ask "Headcount per department?" -d gold.5003105c-8a84-5f77-ab74-5e57003112b8
aic-fetch -e dev ask "Headcount per department?" --sql-only
aic-fetch -e dev tools # ds-tools you can invoke
aic-fetch -e local health
aic-fetch -e dev logout
| Option | Effect |
|---|---|
-e, --env |
local, dev or prod. Default: $AIC_ENV, then prod |
--json |
JSON on stdout for scripts, e.g. `aic-fetch --json query '…' |
--fresh |
On datasets, dataset, query, validate, ask: read S3 directly, bypassing the index and cache. Default: $AIC_FRESH. Needed locally without ds-fetch-indexer |
--version |
CLI and SDK versions |
Tables go to stdout; progress, the generated SQL and row counts go to stderr, so output pipes cleanly. Errors print one line and exit with code 1. Text from the service and the data lake is shown literally, with control characters replaced, so data cannot drive your terminal.
Credentials
The CLI uses the first of these it finds:
AIC_TOKEN: a platform JWT.AIC_CLIENT_IDandAIC_CLIENT_SECRET: client credentials, for CI and machines.AIC_EMAILandAIC_PASSWORD(plusAIC_MFA_CODE): email and password sign-in.- The session from
aic-fetch login, cached in~/.config/aic/credentials.json.
local and dev sign in at https://auth-dev.grasp-daas.com, prod at https://auth.grasp-daas.com.
AIC_FETCH_URL, AIC_TOOLS_URL and AIC_ISSUER override single URLs of the chosen environment.
License
Apache 2.0
1 maintainer
Metadata
1 maintainer
Release files for ds-fetch-cli 1.1.0
For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.
Source distribution (sdist)
| File | Size | Uploaded | Provenance | |
|---|---|---|---|---|
| ds_fetch_cli-1.1.0.tar.gz | 13.7 kB | With provenance | Details |
Built distribution (wheel)
| File | Interpreter | ABI | Platform | Reset |
|---|---|---|---|---|
| ds_fetch_cli-1.1.0-py3-none-any.whl | Python 3 | none | any | Details |
Total release size: 26.4 kB
Release files / ds_fetch_cli-1.1.0.tar.gz
| Download URL | ds_fetch_cli-1.1.0.tar.gz |
|---|---|
| Size | 13.7 kB |
| Tags | Source |
|
SHA-256 checksum How to use checksums |
13aacbca59cdfe47d6fdc9eb30bd6f57c86364f301ab15251261614bea98864f
|
|
BLAKE2b-256 checksum How to use checksums |
d911485bbd8e7263e14111d0e0b0643c4992360d7fcd7407f4d397a01ddc62d5
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/7.0.0 CPython/3.13.16
|
Provenance
Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.
PyPI Publish Attestation
PyPI verified that this artifact, at this checksum, originated from the publisher listed below.
Signed by GitHub Actions, verified by PyPI on Oct 20, 2026.
Transparency logRelease files / ds_fetch_cli-1.1.0-py3-none-any.whl
| Download URL | ds_fetch_cli-1.1.0-py3-none-any.whl |
|---|---|
| Size | 12.7 kB |
| Tags | Python 3 |
|
SHA-256 checksum How to use checksums |
502d402de55b9e0a9b48b1989491326de75fc0f5bfa9d3766d6287ef782d78bd
|
|
BLAKE2b-256 checksum How to use checksums |
22e0210d440c579c0079c5e4dcb84901cad8c09699a951c5e625978d6d57a9da
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/7.0.0 CPython/3.13.16
|
Provenance
Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.
PyPI Publish Attestation
PyPI verified that this artifact, at this checksum, originated from the publisher listed below.
Signed by GitHub Actions, verified by PyPI on Oct 20, 2026.
Transparency logSecurity for ds-fetch-cli 1.1.0
Provenance
Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.
Full provenance
All 2 files in this release have been uploaded with provenance metadata.
Attestation for ds_fetch_cli-1.1.0.tar.gz
PyPI Publish Attestation
PyPI verified that this artifact, at this checksum, originated from the publisher listed below.
Signed by GitHub Actions, verified by PyPI on Oct 20, 2026.
Transparency logA note on package security
PyPI is a repository for distributing packages, not a service for auditing them. While third-party security researchers and our staff do their best to detect and remove malicious packages, PyPI cannot guarantee the quality, security or suitability of any given package.
