pachyderm | Data-Centric Pipelines and Data Versioning

 by   pachyderm Go Version: v2.7.0-nightly.20230613 License: Apache-2.0

kandi X-RAY | pachyderm Summary

kandi X-RAY | pachyderm Summary

pachyderm is a Go library typically used in Big Data, Docker, Spark applications. pachyderm has no bugs, it has no vulnerabilities, it has a Permissive License and it has medium support. You can download it from GitHub.

Pachyderm is the leader in data versioning and pipelines for MLOps. We provide the data foundation that allows data science teams to automate and scale their machine learning lifecycle while guaranteeing reproducibility. With investment from Benchmark, Microsoft M12, and others, Pachyderm, Inc. offers a commercial Pachyderm Enterprise Edition and an open source Pachyderm Community Edition. Pachyderm helps customers get their ML and AI projects to market faster, lower data processing and storage costs, and supports strict data governance requirements.
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              pachyderm has a medium active ecosystem.
              It has 5930 star(s) with 554 fork(s). There are 162 watchers for this library.
              OutlinedDot
              It had no major release in the last 12 months.
              There are 697 open issues and 2385 have been closed. On average issues are closed in 536 days. There are 205 open pull requests and 0 closed requests.
              It has a neutral sentiment in the developer community.
              The latest version of pachyderm is v2.7.0-nightly.20230613

            kandi-Quality Quality

              pachyderm has no bugs reported.

            kandi-Security Security

              pachyderm has no vulnerabilities reported, and its dependent libraries have no vulnerabilities reported.

            kandi-License License

              pachyderm is licensed under the Apache-2.0 License. This license is Permissive.
              Permissive licenses have the least restrictions, and you can use them in most projects.

            kandi-Reuse Reuse

              pachyderm releases are available to install and integrate.
              Installation instructions are available. Examples and code snippets are not available.

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            pachyderm Key Features

            No Key Features are available at this moment for pachyderm.

            pachyderm Examples and Code Snippets

            No Code Snippets are available at this moment for pachyderm.

            Community Discussions

            QUESTION

            File not found even after adding the file inside docker
            Asked 2019-Jan-17 at 10:20

            I have written a docker file which adds my python script inside the container: ADD test_pclean.py /test_pclean.py

            My directory structure is:

            ...

            ANSWER

            Answered 2019-Jan-03 at 18:24

            Like some of the comments above suggest. It looks like your test_pclean.py file isn't in the docker image. Here's what should fix it.

            1. Make sure your test_pclean.py file is in your docker image by having be included as part of the build process. Put this as the last step in your dockerfile:

            COPY test_pclean.py .

            1. Ensure that your pachyderm pipeline spec has the following for the cmd portion: "cmd": ["python3", "./test_pclean.py"]

            2. And this is more of a suggestion than a requirement.... You'll make life easier for yourself if you use image tags as part of your docker build. If you default to latest tag, any future iterations/builds of this step in your pipeline could have negitave affects (new bugs in your code etc.). Therefore the best practice is to use a particular version in your pipeline: mopng-beneficiary-v2-image-7:v1 and mopng-beneficiary-v2-image-7:v2 and so on. That way you can iterate on say version 3 and it won't affect the already running pipeline.

            docker build -t avisrivastava254084/mopng-beneficiary-v2-image-7:v1

            Then just update your pipeline spec to use avisrivastava254084/mopng-beneficiary-v2-image-7:v1

            Source https://stackoverflow.com/questions/53991961

            QUESTION

            Lookup multiple words in a sentence in a Dataframe and convert to a sum of scores
            Asked 2018-Sep-10 at 20:32

            I have the following dataframe:

            ...

            ANSWER

            Answered 2018-Sep-10 at 19:40

            As a first effort, you can try a split and map-based approach, and then compute the score using groupby.

            Source https://stackoverflow.com/questions/52264354

            Community Discussions, Code Snippets contain sources that include Stack Exchange Network

            Vulnerabilities

            No vulnerabilities reported

            Install pachyderm

            To start deploying your end-to-end version-controlled data pipelines, try us for free on Hub with little to no setup or run Pachyderm locally. You can also deploy on AWS/GCE/Azure in about 5 minutes. You can also refer to our complete documentation to see tutorials, check out example projects, and learn about advanced features of Pachyderm.
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            Support

            For any new features, suggestions and bugs create an issue on GitHub. If you have any questions check and ask questions on community page Stack Overflow .
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