agi-app-flight-telemetry

agi-app-flight-telemetry publishes the flight_telemetry_project AGILAB app as a self-contained PyPI payload. It is the first app to try when you want to prove the AGILAB flow with a concrete dataset and visible analysis output.

Purpose

Use this package to run a compact flight-data ingestion demo: raw public sample files are converted into a reusable dataframe dataset, then inspected through AGILAB analysis pages such as maps and network-style trajectory views.

It also demonstrates AGILAB's worker-only Cython pattern on a real app. The Polars ingestion, output writing, and reducer artifact contract stay in Python, while the per-row haversine distance kernel can run as a typed compiled worker hot loop and reports runtime/checksum evidence.

Installed Project

The distribution name is agi-app-flight-telemetry; the AGILAB project name is flight_telemetry_project. The package exposes both flight_telemetry and flight_telemetry_project through the agilab.apps entry point group, so AgiEnv(app="flight_telemetry_project") works without a monorepo checkout.

Install

pip install agi-app-flight-telemetry

Most users get this package through agi-apps, agilab[ui], or agilab[examples]; direct installation is useful when validating one app package in isolation.

Run In AGILAB

From the UI, select flight_telemetry_project, open ORCHESTRATE, then run Deploy scheduler & workers and RUN. From Python, create an AGILAB environment with AgiEnv(app="flight_telemetry_project") and run the project through the normal AGI.run(..., request=RunRequest(...)) path.

Expected Inputs

The packaged project seeds a small flight dataset under shared storage on first run. No cloud account, private repository, external database, or API key is required for the default proof.

Expected Outputs

The run writes the processed flight dataframe, reducer summaries, and analysis-ready artifacts under the project output paths. Open ANALYSIS with view_maps or view_maps_network to inspect the generated evidence. The reducer summary includes speed_kernel_runtime, speed_dtype_contract, and speed_kernel_checksum_m fields for the worker-only Cython path.

Change One Thing

Limit the number of input files or switch the output format, then rerun the app. The reducer summary should still show which files were read, how many rows were produced, and which output artifacts were written.

Scope

This is a public reproducibility demo. It does not claim live aircraft telemetry, production search ingestion, or a full domain-specific flight-study platform.

Development Status
- 4 - Beta
Intended Audience
- Developers
Operating System
Programming Language

Download files

Download the file for your platform. If you're not sure which to choose, learn more about installing packages.

Source Distribution

agi_app_flight_telemetry-2026.7.31.tar.gz (1.7 MB view details)

Uploaded Jul 31, 2026 Source

Built Distribution

If you're not sure about the file name format, learn more about wheel file names.

The dropdown lists show the available interpreters, ABIs, and platforms. Enable javascript to be able to filter the list of wheel files.

agi_app_flight_telemetry-2026.7.31-py3-none-any.whl (1.7 MB view details)

Uploaded Jul 31, 2026 Python 3

File details

Details for the file agi_app_flight_telemetry-2026.7.31.tar.gz.

File metadata

Download URL: agi_app_flight_telemetry-2026.7.31.tar.gz
Upload date: Jul 31, 2026
Size: 1.7 MB
Tags: Source
Uploaded using Trusted Publishing? Yes
Uploaded via: twine/6.1.0 CPython/3.13.14

File hashes

Hashes for agi_app_flight_telemetry-2026.7.31.tar.gz
Algorithm	Hash digest
SHA256	`ac788a7f00f61b4dc720aebc6e2a774d76b8b899cb5cb9f863ce117e4d50851b`
MD5	`65d138c93ca9afb418880fd313ec0a05`
BLAKE2b-256	`c568198eec6dcb571beb55f4bcc3d02c9af91798b573a25604b5e39d05908ff5`

See more details on using hashes here.

Provenance

The following attestation bundles were made for agi_app_flight_telemetry-2026.7.31.tar.gz:

Publisher: pypi-publish.yaml on ThalesGroup/agilab

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

Statement:
- Statement type: https://in-toto.io/Statement/v1
- Predicate type: https://docs.pypi.org/attestations/publish/v1
- Subject name: agi_app_flight_telemetry-2026.7.31.tar.gz
- Subject digest: ac788a7f00f61b4dc720aebc6e2a774d76b8b899cb5cb9f863ce117e4d50851b
- Sigstore transparency entry: 2299641636
- Sigstore integration time: Jul 31, 2026
Source repository:
- Permalink: ThalesGroup/agilab@3e88def4dda5be155d8d9a91537a671c00851c83
- Branch / Tag: refs/heads/main
- Owner: https://github.com/ThalesGroup
- Access: public
Publication detail:
- Token Issuer: https://token.actions.githubusercontent.com
- Runner Environment: github-hosted
- Publication workflow: pypi-publish.yaml@3e88def4dda5be155d8d9a91537a671c00851c83
- Trigger Event: workflow_dispatch