View bigdl on Snyk Open Source Advisor

Package Health Score

78 / 100

security
Security review needed
popularity
Recognized
maintenance
Healthy
community
Active

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Popularity

Recognized

Total Weekly Downloads (9,648)

GitHub Stars: 4.56K
Forks: 1.16K
Contributors: 180

Direct Usage Popularity

The PyPI package bigdl receives a total of 9,648 downloads a week. As such, we scored bigdl popularity level to be Recognized.

Based on project statistics from the GitHub repository for the PyPI package bigdl, we found that it has been starred 4,560 times.

The download numbers shown are the average weekly downloads from the last 6 weeks.

Security

Security review needed

Security and license risk for latest version

Release Date: Nov 9, 2023
Direct Vulnerabilities: 0
C
0
H
0
M
0
L
Indirect Vulnerabilities: 2
C
3
H
2
M
3
L
License Risk: 0
H
2
M
0
L

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

License

Apache-2.0

Security Policy

Yes

A security vulnerability was detected in an indirect dependency that is added to your project when the latest version of bigdl is installed.

We highly advise you to review these security issues.

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

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Maintenance

Healthy

Commit Frequency

Open Issues: 676
Open PR: 218
Last Release: 24 days ago
Last Commit: 2 days ago

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

We found that bigdl demonstrates a positive version release cadence with at least one new version released in the past 3 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

Active

Readme: Yes
Contributing.md: No
Code of Conduct: No
Contributors: 180
Funding: No

A good and healthy external contribution signal for bigdl project, which invites more than one hundred open source maintainers to collaborate on the repository.

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

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Package

Python Versions Compatibility: ==3.6.*, ==3.7.*

Age: 6 years
Latest Release: 1 day ago
Dependencies: 5 Direct / 42 Total
Versions: 607
Maintainers: 2
Wheels: Linux, macOS

Not sure how to use bigdl?

To help you get started, we've collected the most common ways that bigdl is being used within popular public projects.

intel-analytics / BigDL / pyspark / bigdl / dataset / movielens.py View on Github

def read_data_sets(data_dir):
    """
    Parse or download movielens 1m  data if train_dir is empty.

    :param data_dir: The directory storing the movielens data
    :return: a 2D numpy array with user index and item index in each row 
    """
    WHOLE_DATA = 'ml-1m.zip'
    local_file = base.maybe_download(WHOLE_DATA, data_dir, SOURCE_URL + WHOLE_DATA)
    zip_ref = zipfile.ZipFile(local_file, 'r')
    extracted_to = os.path.join(data_dir, "ml-1m")
    if not os.path.exists(extracted_to):
        print("Extracting %s to %s" % (local_file, data_dir))
        zip_ref.extractall(data_dir)
        zip_ref.close()
    rating_files = os.path.join(extracted_to,"ratings.dat")

    rating_list = [i.strip().split("::") for i in open(rating_files,"r").readlines()]    
    movielens_data = np.array(rating_list).astype(int)
    return movielens_data

View more ways to use bigdl

bigdl dependencies

bigdl-chronos bigdl-friesian bigdl-nano bigdl-orca bigdl-serving

FAQs

What is bigdl?

Building Large-Scale AI Applications for Distributed Big Data. Visit Snyk Advisor to see a full health score report for bigdl, including popularity, security, maintenance & community analysis.

Is bigdl popular?

The python package bigdl receives a total of 9,648 weekly downloads. As such, bigdl popularity was classified as a recognized. Visit the popularity section on Snyk Advisor to see the full health analysis.

Is bigdl well maintained?

We found that bigdl demonstrated a healthy version release cadence and project activity. It has a community of 180 open source contributors collaborating on the project. See the full package health analysis to learn more about the package maintenance status.

Is bigdl safe to use?

While scanning the latest version of bigdl, we found that a security review is needed. A total of 10 vulnerabilities or license issues were detected. See the full security scan results.

Last updated on 3 December-2023, at 04:53 (UTC).

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bigdl

Building Large-Scale AI Applications for Distributed Big Data For more information about how to use this package see README

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Package Health Score

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Popularity

Total Weekly Downloads (9,648)

Direct Usage Popularity

Security

Security and license risk for latest version

Maintenance

Commit Frequency

Community

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Keep your project healthy

Check your requirements.txt

Snyk Vulnerability Scanner

Package

Not sure how to use bigdl?

bigdl dependencies

FAQs

What is bigdl?

Is bigdl popular?

Is bigdl well maintained?

Is bigdl 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

Explore Similar Packages

Total Weekly Downloads (9,648)

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

Not sure how to use bigdl?

bigdl dependencies

FAQs

What is bigdl?

Is bigdl popular?

Is bigdl well maintained?

Is bigdl 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