Package Health Score

48 / 100

security
Security review needed
popularity
Small
maintenance
Inactive
community
Sustainable

Popularity

Small

GitHub Stars: 374
Forks: 101
Contributors: 10

Direct Usage Popularity

Based on project statistics from the GitHub repository for the PyPI package lyft-dataset-sdk, we found that it has been starred 374 times.

Security

Security review needed

Security and license risk for latest version

Release Date: Sep 24, 2019
Direct Vulnerabilities: 0
C
0
H
0
M
0
L
Indirect Vulnerabilities: 0
C
0
H
0
M
0
L
License Risk: 0
H
1
M
0
L

All security vulnerabilities belong to production dependencies of direct and indirect packages.

License

Attribution-NonCommercial-ShareAlike 4.0 International (CC BY-NC-SA 4.0)

Security Policy

We found a way for you to contribute to the project! Looks like lyft-dataset-sdk is missing a security policy.

You can connect your project's repository to Snyk to stay up to date on security alerts and receive automatic fix pull requests.

Keep your project free of vulnerabilities with Snyk

Maintenance

Inactive

Commit Frequency

No Recent Commits

Open Issues: 50
Open PR: 2
Last Release: 5 years ago
Last Commit: 3 years ago

Further analysis of the maintenance status of lyft-dataset-sdk based on released PyPI versions cadence, the repository activity, and other data points determined that its maintenance is Inactive.

An important project maintenance signal to consider for lyft-dataset-sdk is that it hasn't seen any new versions released to PyPI in the past 12 months, and could be considered as a discontinued project, or that which receives low attention from its maintainers.

In the past month we didn't find any pull request activity or change in issues status has been detected for the GitHub repository.

Community

Sustainable

Readme: Yes
Contributing.md: Yes
Code of Conduct: No
Contributors: 10
Funding: No

This project has seen only 10 or less contributors.

We found a way for you to contribute to the project! Looks like lyft-dataset-sdk is missing a Code of Conduct.

Embed Package Health Score Badge

Keep your project healthy

Check your requirements.txt

Ensure all the packages you're using are healthy and well-maintained

Snyk Vulnerability Scanner

Get health score & security insights directly in your IDE

Package

Python Versions Compatibility: ==3.*

Age: 5 years
Latest Release: 5 years ago
Dependencies: 16 Direct / 43 Total
Versions: 6
Maintainers: 2
Wheels: OS Independent

Readme

Lyft Dataset SDK

Welcome to the devkit for the Lyft Level 5 AV dataset! This devkit shall help you to visualise and explore our dataset.

Release Notes

This devkit is based on a version of the nuScenes devkit.

Getting Started

Installation

You can use pip to install lyft-dataset-sdk:

pip install -U lyft_dataset_sdk

If you want to get the latest version of the code before it is released on PyPI you can install the library from GitHub:

pip install -U git+https://github.com/lyft/nuscenes-devkit

Dataset Download

Go to to download the Lyft Level 5 AV Dataset.

The dataset is also availible as a part of the Lyft 3D Object Detection for Autonomous Vehicles Challenge.

Tutorial and Reference Model

Check out the tutorial and reference model README.

Dataset structure

The dataset contains of json files:

scene.json - 25-45 seconds snippet of a car's journey.
sample.json - An annotated snapshot of a scene at a particular timestamp.
sample_data.json - Data collected from a particular sensor.
sample_annotation.json - An annotated instance of an object within our interest.
instance.json - Enumeration of all object instance we observed.
category.json - Taxonomy of object categories (e.g. vehicle, human).
attribute.json - Property of an instance that can change while the category remains the same.
visibility.json - (currently not used)
sensor.json - A specific sensor type.
calibrated_sensor.json - Definition of a particular sensor as calibrated on a particular vehicle.
ego_pose.json - Ego vehicle poses at a particular timestamp.
log.json - Log information from which the data was extracted.
map.json - Map data that is stored as binary semantic masks from a top-down view.

With the schema.

Data Exploration Tutorial

To get started with the Lyft Dataset SDK, run the tutorial using Jupyter Notebook.

Contributing

We would be happy to accept issue reports and pull requests from the community.

For creating pull requests follow our contributing guide.

lyft-dataset-sdk dependencies

black cachetools fire flake8 matplotlib numpy opencv-python pandas pillow plotly pyquaternion pytest scikit-learn scipy shapely tqdm

FAQs

What is lyft-dataset-sdk?

SDK for Lyft dataset. Visit Snyk Advisor to see a full health score report for lyft-dataset-sdk, including popularity, security, maintenance & community analysis.

Is lyft-dataset-sdk popular?

The python package lyft-dataset-sdk receives a total of 4,942 weekly downloads. As such, lyft-dataset-sdk popularity was classified as small. Visit the popularity section on Snyk Advisor to see the full health analysis.

Is lyft-dataset-sdk well maintained?

We found indications that lyft-dataset-sdk is an Inactive project. See the full package health analysis to learn more about the package maintenance status.

Is lyft-dataset-sdk safe to use?

While scanning the latest version of lyft-dataset-sdk, we found that a security review is needed. A total of 0 vulnerabilities or license issues were detected. See the full security scan results.

Last updated on 24 November-2024, at 23:43 (UTC).

Build a secure application checklist

Select a recommended open source package

Minimize your risk by selecting secure & well maintained open source packages

DONE

Scan your app for vulnerabilities

Scan your application to find vulnerabilities in your: source code, open source dependencies, containers and configuration files

SCAN NOW

Fix identified vulnerabilities

Easily fix your code by leveraging automatically generated PRs

AUTO FIX

Monitor for new issues

New vulnerabilities are discovered every day. Get notified if your application is affected

MONITOR APP

lyft-dataset-sdk

SDK for Lyft dataset. For more information about how to use this package see README

Ensure you're using the healthiest python packages

Package Health Score

Popularity

Direct Usage Popularity

Security

Security and license risk for latest version

Maintenance

Commit Frequency

Community

Embed Package Health Score Badge

Keep your project healthy

Check your requirements.txt

Snyk Vulnerability Scanner

Package

Readme

Lyft Dataset SDK

Release Notes

Getting Started

Installation

Dataset Download

Tutorial and Reference Model

Dataset structure

Data Exploration Tutorial

Contributing

lyft-dataset-sdk dependencies

FAQs

What is lyft-dataset-sdk?

Is lyft-dataset-sdk popular?

Is lyft-dataset-sdk well maintained?

Is lyft-dataset-sdk safe to use?

Build a secure application checklist

Select a recommended open source package

Scan your app for vulnerabilities

Fix identified vulnerabilities

Monitor for new issues

Package Health Score

Direct Usage Popularity

Security and license risk for latest version

Commit Frequency

Embed Package Health Score Badge

Keep your project healthy

Check your requirements.txt

Snyk Vulnerability Scanner

Readme

Lyft Dataset SDK

Release Notes

Getting Started

Installation

Dataset Download

Tutorial and Reference Model

Dataset structure

Data Exploration Tutorial

Contributing

lyft-dataset-sdk dependencies

FAQs

What is lyft-dataset-sdk?

Is lyft-dataset-sdk popular?

Is lyft-dataset-sdk well maintained?

Is lyft-dataset-sdk safe to use?

Build a secure application checklist

Select a recommended open source package

Scan your app for vulnerabilities

Source Code

Open Source

Container

Config

Fix identified vulnerabilities

Monitor for new issues