Package Health Score

63 / 100

security
Security review needed
popularity
Recognized
maintenance
Inactive
community
Sustainable

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Popularity

Recognized

GitHub Stars: 1.25K
Forks: 114
Contributors: 20

Direct Usage Popularity

Based on project statistics from the GitHub repository for the PyPI package ngt, we found that it has been starred 1,253 times.

Security

Security review needed

Security and license risk for latest version

Release Date: Dec 6, 2023
Direct Vulnerabilities: 0
C
0
H
0
M
0
L
Indirect Vulnerabilities: 0
C
0
H
0
M
0
L
License Risk: 0
H
0
M
0
L

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

License

Apache-2.0

Security Policy

We found a way for you to contribute to the project! Looks like ngt is missing a security policy.

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Maintenance

Inactive

Commit Frequency

Open Issues: 20
Open PR: 0
Last Release: 12 months ago
Last Commit: 22 days ago

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

We found that ngt demonstrates a positive version release cadence with at least one new version released in the past 12 months.

As a healthy sign for on-going project maintenance, we found that the GitHub repository had at least 1 pull request or issue interacted with by the community.

Community

Sustainable

Readme: Yes
Contributing.md: No
Code of Conduct: No
Contributors: 20
Funding: No

With more than 10 contributors for the ngt repository, this is possibly a sign for a growing and inviting community.

We found a way for you to contribute to the project! Looks like ngt is missing a Code of Conduct.

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Package

Python Versions Compatibility: Unspecified

Age: 6 years
Latest Release: 12 months ago
Dependencies: 2 Direct / 2 Total
Versions: 24
Maintainers: 1
Wheels: Linux

Readme

python NGT

日本語

Install

Python binding with pybind11 (ngtpy) is installed as follows.

pip3 install ngt

You can install the python bindings from source code. You MUST install the NGT library according to the README before installing the python bindings as follows.

pip3 install pybind11
pip3 install numpy
cd NGT_ROOT/python
python3 setup.py sdist
pip3 install dist/ngt-x.x.x.tar.gz

Please note that the search speed of the ngtpy packages from PyPI is slower than that of the ngtpy that is built on your computer so that the package can be run on older CPUs.

Documents

ngtpy (pybind11) reference

Simple samples

ngtpy (pybind11)

ngtpy(pybind11) can reduce the processing times than ngt(ctypes). It is more effective especially for the short search time.

  import ngtpy
  import random


  dim = 10
  nb = 100
  vectors = [[random.random() for _ in range(dim)] for _ in range(nb)]
  query = vectors[0]
  
  ngtpy.create(b"tmp", dim)
  index = ngtpy.Index(b"tmp")
  index.batch_insert(vectors)
  index.save()

  results = index.search(query, 3)
  for i, (id, distance) in enumerate(results) :
      print(str(i) + ": " + str(id) + ", " + str(distance))
      object = index.get_object(id)
      print(object)

ngt dependencies

numpy pybind11

FAQs

What is ngt?

python NGT. Visit Snyk Advisor to see a full health score report for ngt, including popularity, security, maintenance & community analysis.

Is ngt popular?

The python package ngt receives a total of 2,376 weekly downloads. As such, ngt popularity was classified as a recognized. Visit the popularity section on Snyk Advisor to see the full health analysis.

Is ngt well maintained?

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

Is ngt safe to use?

While scanning the latest version of ngt, 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 22 November-2024, at 15:10 (UTC).

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ngt

python NGT For more information about how to use this package see README

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Package Health Score

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Popularity

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Package

Readme

python NGT

Install

Documents

Simple samples

ngtpy (pybind11)

ngt dependencies

FAQs

What is ngt?

Is ngt popular?

Is ngt well maintained?

Is ngt safe to use?

Build a secure application checklist

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Scan your app for vulnerabilities

Fix identified vulnerabilities

Monitor for new issues

Package Health Score

Explore Similar Packages

Direct Usage Popularity

Security and license risk for latest version

Commit Frequency

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Keep your project healthy

Check your requirements.txt

Snyk Vulnerability Scanner

Readme

python NGT

Install

Documents

Simple samples

ngtpy (pybind11)

ngt dependencies

FAQs

What is ngt?

Is ngt popular?

Is ngt well maintained?

Is ngt 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