https://github.com/pachyderm/pachyderm

Data-Centric Pipelines and Data Versioning

Science Score: 23.0%

This score indicates how likely this project is to be science-related based on various indicators:

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CITATION.cff file
✓
codemeta.json file
Found codemeta.json file
○
.zenodo.json file
○
DOI references
○
Academic publication links
✓
Committers with academic emails
5 of 216 committers (2.3%) from academic institutions
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Institutional organization owner
○
JOSS paper metadata
○
Scientific vocabulary similarity
Low similarity (14.9%) to scientific vocabulary

Keywords

analytics big-data containers data-analysis data-science distributed-systems docker go kubernetes pachyderm

Keywords from Contributors

distributed deep-neural-networks sequencers mlops embedded chart transformer cython optimism kernel

Last synced: 5 months ago · JSON representation

Repository

Data-Centric Pipelines and Data Versioning

Basic Info

Host: GitHub
Owner: pachyderm
License: apache-2.0
Language: Go
Default Branch: master
Homepage: https://www.pachyderm.com/
Size: 626 MB

Statistics

Stars: 6,253
Watchers: 157
Forks: 566
Open Issues: 933
Releases: 585

Topics

analytics big-data containers data-analysis data-science distributed-systems docker go kubernetes pachyderm

Created over 11 years ago · Last pushed about 1 year ago

Metadata Files

Readme Changelog Contributing License

Pachyderm – Automate data transformations with data versioning and lineage

Pachyderm is cost-effective at scale, enabling data engineering teams to automate complex pipelines with sophisticated data transformations across any type of data. Our unique approach provides parallelized processing of multi-stage, language-agnostic pipelines with data versioning and data lineage tracking. Pachyderm delivers the ultimate CI/CD engine for data.

Features

Data-driven pipelines automatically trigger based on detecting data changes.
Immutable data lineage with data versioning of any data type.
Autoscaling and parallel processing built on Kubernetes for resource orchestration.
Uses standard object stores for data storage with automatic deduplication.
Runs across all major cloud providers and on-premises installations.

Getting Started

To start deploying your end-to-end version-controlled data pipelines, run Pachyderm locally or 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.

If you'd like to see some examples and learn about core use cases for Pachyderm: - Examples - Use Cases - Case Studies

Documentation

Official Documentation

Community

Keep up to date and get Pachyderm support via: - Follow us on Twitter. - Join our community Slack Channel to get help from the Pachyderm team and other users.

Contributing

To get started, sign the Contributor License Agreement.

You should also check out our contributing guide.

Send us PRs, we would love to see what you do! You can also check our GH issues for things labeled "help-wanted" as a good place to start. We're sometimes bad about keeping that label up-to-date, so if you don't see any, just let us know.

Usage Metrics

Pachyderm automatically reports anonymized usage metrics. These metrics help us understand how people are using Pachyderm and make it better. They can be disabled by setting the env variable METRICS to false in the pachd container.

Owner

Name: Pachyderm
Login: pachyderm
Kind: organization
Email: info@pachyderm.io
Location: San Francisco, CA

Website: https://www.pachyderm.com
Twitter: pachyderminc
Repositories: 67
Profile: https://github.com/pachyderm

The Leader in Data Versioning and Pipelines for MLOps

Committers

Last synced: over 1 year ago

All Time

Total Commits: 18,727
Total Committers: 216
Avg Commits per committer: 86.699
Development Distribution Score (DDS): 0.797

Past Year

Commits: 734
Committers: 38
Avg Commits per committer: 19.316
Development Distribution Score (DDS): 0.823

Top Committers

Name	Email	Commits
Joe Doliner	j**r@g**m	3,803
Sean Jezewski	s**i@g**m	2,138
Matthew Steffen	m**n@p**o	1,664
Derek Chiang	d**3@g**m	1,661
Yusuf Simonson	s**n@g**m	1,267
Peter Edge	p**e@g**m	839
Bryce McAnally	b**e@p**o	740
Joe Doliner	j**r@p**o	501
Adele Lopez	a**e@p**o	379
Nadege PEPIN	n**n@p**o	365
Nadege PEPIN	n****n	312
Kyle White	k**e@g**m	297
Luke Marsden	me@l****t	293
Jonathan Rockway	2****y	274
Joey Zwicker	j**r@g**m	270
Alon Cohen	a**4@g**m	251
Daniel Whitenack	w**l@g**m	215
Robert A. Uhl	r**l@p**o	205
Alysha Gardner	3****r	203
svekars	s**u@g**m	198
nitinjainsj	n**n@p**m	163
Brendon Carroll	7****l	155
PFedak	p**k@g**m	139
Svetlana Karslioglu	s**a@p**o	138
Jose Molina-Melendez	m**j@g**m	134
Robert Uhl	r**l@h**m	134
Tryneus	m**e@g**m	128
Gabriel Grant	g@b****a	88
Ben Bonenfant	b**t@p**o	83
Fahad Syed	f**d@p**o	79
and 186 more...

Committer Domains (Top 20 + Academic)

pachyderm.io: 21 hpe.com: 8 minio.io: 2 me.com: 2 nordstrom.com: 1 sjtu.edu.cn: 1 cin.ufpe.br: 1 generalfusion.com: 1 wk1.net: 1 nearmap.com: 1 dakis.com: 1 staffjoy.com: 1 rethinkdb.com: 1 bourget.cc: 1 fastmail.com: 1 seed.co: 1 aarondancer.com: 1 atomwise.com: 1 jasonpoon.ca: 1 vanderbilt.edu: 1 umich.edu: 1 umd.edu: 1 illinois.edu: 1

Issues and Pull Requests

Last synced: 6 months ago

All Time

Total issues: 13
Total pull requests: 1,393
Average time to close issues: over 2 years
Average time to close pull requests: about 2 months
Total issue authors: 11
Total pull request authors: 57
Average comments per issue: 1.85
Average comments per pull request: 1.27
Merged pull requests: 1,013
Bot issues: 0
Bot pull requests: 135

Past Year

Issues: 2
Pull requests: 207
Average time to close issues: N/A
Average time to close pull requests: 2 days
Issue authors: 2
Pull request authors: 16
Average comments per issue: 0.0
Average comments per pull request: 1.53
Merged pull requests: 145
Bot issues: 0
Bot pull requests: 29

View more stats

Top Authors

Issue Authors

brokenjacobs (2)
RaananHadar (2)
FahadBSyed (2)
dependabot[bot] (2)
robert-uhl (1)
jdoliner (1)
acohen4 (1)
jerryharrow (1)
JoeyZwicker (1)
molinamelendezj (1)
bbonenfant (1)
Juwankim (1)
ghost (1)
zeusm9 (1)
git-withit (1)

Pull Request Authors

jrockway (361)
robert-uhl (344)
dependabot[bot] (222)
FahadBSyed (180)
bbonenfant (157)
acohen4 (104)
molinamelendezj (87)
Zhang-Muyang (76)
BOsterbuhr (69)
kevyang (63)
brycemcanally (56)
msteffen (47)
djanicekpach (46)
emmajsadams (46)
albscui (42)

Top Labels

Issue Labels

bug (8) feature request (2) dependencies (2) javascript (2) docs (1) help wanted (1) size: S (1) priority: high (1) user (1) the whole point (1)

Pull Request Labels

dependencies (221) javascript (120) go (58) python (43) 2.6.0 (11) bug (1) docs (1) size: M (1) priority: medium (1)

Packages

Total packages: 10
Total downloads:
- pypi 3,555 last-month
Total docker downloads: 2,497,881

Total dependent packages: 6
(may contain duplicates)
Total dependent repositories: 17
(may contain duplicates)
Total versions: 1,531
Total maintainers: 2

proxy.golang.org: github.com/pachyderm/pachyderm

Homepage: https://github.com/pachyderm/pachyderm
Documentation: https://pkg.go.dev/github.com/pachyderm/pachyderm#section-documentation
License: apache-2.0
Latest release: v1.13.4
published over 4 years ago

Versions: 331
Dependent Packages: 3
Dependent Repositories: 5
Docker Downloads: 134

Rankings

Stargazers count: 0.9%

Forks count: 1.2%

Docker downloads count: 1.8%

Average: 1.9%

Dependent repos count: 2.3%

Dependent packages count: 3.4%

Last synced: 6 months ago

proxy.golang.org: github.com/pachyderm/pachyderm/v2

Package pachyderm needs to be documented. TODO: document

Homepage: https://github.com/pachyderm/pachyderm
Documentation: https://pkg.go.dev/github.com/pachyderm/pachyderm/v2#section-documentation
License: Apache-2.0
Latest release: v2.12.2
published about 1 year ago

Versions: 627
Dependent Packages: 2
Dependent Repositories: 8
Docker Downloads: 2,497,747

Rankings

Stargazers count: 0.9%

Forks count: 1.2%

Dependent repos count: 1.8%

Average: 2.0%

Docker downloads count: 2.1%

Dependent packages count: 4.2%

Last synced: 6 months ago

pypi.org: pachyderm-sdk

Python Pachyderm Client

Homepage: https://github.com/pachyderm/pachyderm/tree/master/python-sdk
Documentation: https://docs.pachyderm.com/latest/sdk/python/
License: Apache 2.0
Latest release: 2.12.2
published about 1 year ago

Versions: 76
Dependent Packages: 1
Dependent Repositories: 3
Downloads: 3,388 Last month

Rankings

Stargazers count: 0.4%

Forks count: 2.2%

Downloads: 3.8%

Average: 4.0%

Dependent packages count: 4.8%

Dependent repos count: 8.9%

Maintainers (2)

dannysauer pachyderm

Last synced: 6 months ago

proxy.golang.org: github.com/pachyderm/pachyderm/examples/spouts/go-kafka-spout/source

Homepage: https://github.com/pachyderm/pachyderm
Documentation: https://pkg.go.dev/github.com/pachyderm/pachyderm/examples/spouts/go-kafka-spout/source#section-documentation
License: apache-2.0
Latest release: v1.11.7
published over 3 years ago

Versions: 32
Dependent Packages: 0
Dependent Repositories: 0

Rankings

Stargazers count: 0.6%

Forks count: 0.8%

Average: 4.4%

Dependent packages count: 7.0%

Dependent repos count: 9.3%

Last synced: 6 months ago

proxy.golang.org: github.com/pachyderm/pachyderm/etc/testing/kafka

Homepage: https://github.com/pachyderm/pachyderm
Documentation: https://pkg.go.dev/github.com/pachyderm/pachyderm/etc/testing/kafka#section-documentation
License: Apache-2.0

Versions: 0
Dependent Packages: 0
Dependent Repositories: 0

Rankings

Stargazers count: 0.6%

Forks count: 0.8%

Average: 4.4%

Dependent packages count: 7.0%

Dependent repos count: 9.3%

Last synced: 6 months ago

proxy.golang.org: github.com/pachyderm/pachyderm/etc/testing/pipeline-build/go

Homepage: https://github.com/pachyderm/pachyderm
Documentation: https://pkg.go.dev/github.com/pachyderm/pachyderm/etc/testing/pipeline-build/go#section-documentation
License: apache-2.0
Latest release: v0.0.0-20230302181911-043c426b90bf
published almost 3 years ago

Versions: 1
Dependent Packages: 0
Dependent Repositories: 0

Rankings

Stargazers count: 0.7%

Forks count: 0.8%

Average: 4.5%

Dependent packages count: 7.0%

Dependent repos count: 9.3%

Last synced: 6 months ago

proxy.golang.org: github.com/pachyderm/pachyderm/examples/spouts/go-rabbitmq-spout/source

Homepage: https://github.com/pachyderm/pachyderm
Documentation: https://pkg.go.dev/github.com/pachyderm/pachyderm/examples/spouts/go-rabbitmq-spout/source#section-documentation
License: Apache-2.0
Latest release: v0.0.0-20231012201343-52539c57b7db
published over 2 years ago

Versions: 248
Dependent Packages: 0
Dependent Repositories: 0

Rankings

Stargazers count: 0.7%

Forks count: 0.8%

Average: 4.5%

Dependent packages count: 7.0%

Dependent repos count: 9.3%

Last synced: 6 months ago

proxy.golang.org: github.com/pachyderm/pachyderm/examples/word_count/map

Homepage: https://github.com/pachyderm/pachyderm
Documentation: https://pkg.go.dev/github.com/pachyderm/pachyderm/examples/word_count/map#section-documentation
License: apache-2.0

Versions: 0
Dependent Packages: 0
Dependent Repositories: 0

Rankings

Dependent packages count: 8.6%

Average: 9.1%

Dependent repos count: 9.6%

Last synced: 6 months ago

proxy.golang.org: github.com/pachyderm/pachyderm/etc/proto/protoc-gen-zap

Command protoc-gen-zap generates MarshalLogObject methods for protocol buffer messages; allowing them to be printed with zap.Object(). This code is copied from github.com/kei2100/protoc-gen-marshal-zap@0bd9d0de7073722759981352ac71da50273319d2. It includes this copyright message: Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with the License. You may obtain a copy of the License at http://www.apache.org/licenses/LICENSE-2.0 Unless required by applicable law or agreed to in writing, software distributed under the License is distributed on an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the License for the specific language governing permissions and limitations under the License. Our modifications are to marshal BytesValue by marshaling them as a prefix and length instead of the full value.

Homepage: https://github.com/pachyderm/pachyderm
Documentation: https://pkg.go.dev/github.com/pachyderm/pachyderm/etc/proto/protoc-gen-zap#section-documentation
License: Apache-2.0
Latest release: v0.0.0-20231219175731-818e257b3616
published about 2 years ago

Versions: 71
Dependent Packages: 0
Dependent Repositories: 0

Rankings

Dependent packages count: 8.9%

Average: 9.7%

Dependent repos count: 10.6%

Last synced: 6 months ago

pypi.org: jupyterlab-pachyderm

A JupyterLab extension.

Homepage: https://github.com/pachyderm/pachyderm
Documentation: https://jupyterlab-pachyderm.readthedocs.io/
License: BSD-3-Clause
Latest release: 2.12.2
published about 1 year ago

Versions: 145
Dependent Packages: 0
Dependent Repositories: 1
Downloads: 167 Last month
Docker Downloads: 0

Rankings

Docker downloads count: 2.1%

Dependent packages count: 10.1%

Downloads: 11.2%

Average: 11.3%

Dependent repos count: 21.6%

Maintainers (2)

dannysauer pachyderm

Last synced: 6 months ago

Dependencies

etc/helm/go.sum go

810 dependencies

etc/helm/go.mod go

cloud.google.com/go v0.54.0
github.com/aws/aws-sdk-go v1.27.1
github.com/boombuler/barcode v1.0.1-0.20190219062509-6c824513bacc
github.com/cpuguy83/go-md2man/v2 v2.0.0
github.com/davecgh/go-spew v1.1.1
github.com/docker/spdystream v0.0.0-20181023171402-6480d4af844c
github.com/fatih/color v1.9.0
github.com/ghodss/yaml v1.0.0
github.com/go-errors/errors v1.0.2-0.20180813162953-d98b870cc4e0
github.com/go-logr/logr v0.2.0
github.com/go-sql-driver/mysql v1.4.1
github.com/gogo/protobuf v1.3.2
github.com/golang/protobuf v1.4.3
github.com/google/gofuzz v1.1.0
github.com/google/uuid v1.1.2
github.com/googleapis/gnostic v0.4.1
github.com/gruntwork-io/gruntwork-cli v0.7.0
github.com/gruntwork-io/terratest v0.30.0
github.com/hashicorp/errwrap v1.0.0
github.com/hashicorp/go-multierror v1.0.0
github.com/imdario/mergo v0.3.7
github.com/inconshreveable/mousetrap v1.0.0
github.com/instrumenta/kubeval v0.0.0-20201118090229-529b532b1ea1
github.com/jmespath/go-jmespath v0.0.0-20180206201540-c2b33e8439af
github.com/json-iterator/go v1.1.10
github.com/mattn/go-colorable v0.1.4
github.com/mattn/go-isatty v0.0.11
github.com/mitchellh/go-homedir v1.1.0
github.com/modern-go/concurrent v0.0.0-20180306012644-bacd9c7ef1dd
github.com/modern-go/reflect2 v1.0.1
github.com/pmezard/go-difflib v1.0.0
github.com/pquerna/otp v1.2.0
github.com/russross/blackfriday/v2 v2.0.1
github.com/shurcooL/sanitized_anchor_name v1.0.0
github.com/spf13/cobra v1.1.1
github.com/spf13/pflag v1.0.5
github.com/stretchr/testify v1.6.1
github.com/urfave/cli v1.22.2
github.com/xeipuuv/gojsonpointer v0.0.0-20180127040702-4e3ac2762d5f
github.com/xeipuuv/gojsonreference v0.0.0-20180127040603-bd5ef7bd5415
github.com/xeipuuv/gojsonschema v0.0.0-20180816142147-da425ebb7609
golang.org/x/crypto v0.0.0-20201002170205-7f63de1d35b0
golang.org/x/net v0.0.0-20201110031124-69a78807bb2b
golang.org/x/oauth2 v0.0.0-20200107190931-bf48bf16ab8d
golang.org/x/sys v0.0.0-20220614162138-6c1b26c55098
golang.org/x/text v0.3.4
golang.org/x/time v0.0.0-20200630173020-3af7569d3a1e
google.golang.org/appengine v1.6.5
google.golang.org/protobuf v1.25.0
gopkg.in/inf.v0 v0.9.1
gopkg.in/yaml.v2 v2.2.8
gopkg.in/yaml.v3 v3.0.0-20200313102051-9f266ea9e77c
k8s.io/api v0.20.5
k8s.io/apimachinery v0.20.5
k8s.io/client-go v0.20.5
k8s.io/klog/v2 v2.4.0
k8s.io/kubectl v0.20.5
k8s.io/utils v0.0.0-20201110183641-67b214c5f920
sigs.k8s.io/structured-merge-diff/v4 v4.0.2
sigs.k8s.io/yaml v1.2.0

.github/workflows/azureboards.yml actions

danhellem/github-actions-issue-to-work-item master composite

etc/deploy/gpu/Dockerfile docker

ubuntu 20.04 build

etc/netcat/Dockerfile docker

ubuntu 20.04 build

etc/proto/Dockerfile docker

$GOVERSION latest build

etc/testing/circle/workloads/metric-collector/Dockerfile docker

python 3.8-slim-buster build

etc/testing/images/ubuntu_with_s3_clients/Dockerfile docker

ubuntu 20.04 build

etc/testing/kafka/Dockerfile docker

$GOVERSION latest build

etc/testing/spout/Dockerfile docker

$GOVERSION latest build

examples/churn/Dockerfile docker

python 3 build

examples/group/Dockerfile docker

python 3 build

examples/joins/Dockerfile docker

python 3 build

examples/kubeflow/mnist/Dockerfile docker

python 3 build

examples/ml/gpt-2/Dockerfile docker

tensorflow/tensorflow 1.14.0-gpu-py3 build

examples/ml/housing-prices/Dockerfile docker

civisanalytics/datascience-python latest build

examples/ml/hyperparameter/train/Dockerfile docker

smizy/python 3.5-alpine build

examples/ml/iris/julia/iris-infer-julia/Dockerfile docker

julia latest build

examples/ml/iris/julia/iris-train-julia-forest/Dockerfile docker

julia latest build

examples/ml/iris/julia/iris-train-julia-tree/Dockerfile docker

julia latest build

examples/ml/iris/python/iris-infer-python/Dockerfile docker

smizy/python 3.5-alpine build

examples/ml/iris/python/iris-train-python-lda/Dockerfile docker

smizy/python 3.5-alpine build

examples/ml/iris/python/iris-train-python-svm/Dockerfile docker

smizy/python 3.5-alpine build

examples/ml/iris/rstats/iris-infer-r/Dockerfile docker

r-base latest build

examples/ml/iris/rstats/iris-train-r-lda/Dockerfile docker

r-base latest build

examples/ml/iris/rstats/iris-train-r-svm/Dockerfile docker

r-base latest build

examples/ml/neon/inference/Dockerfile docker

kaixhin/neon latest build

examples/ml/tensorflow/Dockerfile docker

affinelayer/pix2pix-tensorflow latest build

examples/opencv/Dockerfile docker

ubuntu 20.04 build

examples/redshift/Dockerfile docker

postgres 9.6.1-alpine build

examples/run/Dockerfile docker

python slim build

examples/spark/pi/Dockerfile docker

k8s.gcr.io/spark 1.5.1_v3 build

examples/spouts/go-rabbitmq-spout/Dockerfile docker

alpine 3.12 build
golang 1.17-alpine build

examples/spouts/spout101/Dockerfile docker

python 3 build

examples/word_count/Dockerfile docker

golang 1.17.6 build

jupyter-extension/Dockerfile docker

jupyter/scipy-notebook lab-3.3.3 build

src/integrations/connectors/snowflake/Dockerfile docker

gcr.io/distroless/static-debian11 debug build
golang 1.19 build

etc/testing/kafka/go.mod go

github.com/golang/snappy v0.0.1
github.com/klauspost/compress v1.9.8
github.com/pierrec/lz4 v2.0.5+incompatible
github.com/segmentio/kafka-go v0.4.8

etc/testing/kafka/go.sum go

github.com/eapache/go-xerial-snappy v0.0.0-20180814174437-776d5712da21
github.com/golang/snappy v0.0.1
github.com/klauspost/compress v1.9.8
github.com/pierrec/lz4 v2.0.5+incompatible
github.com/segmentio/kafka-go v0.4.8
github.com/xdg/scram v0.0.0-20180814205039-7eeb5667e42c
github.com/xdg/stringprep v1.0.0
golang.org/x/crypto v0.0.0-20190308221718-c2843e01d9a2
golang.org/x/crypto v0.0.0-20190506204251-e1dfcc566284
golang.org/x/net v0.0.0-20190404232315-eb5bcb51f2a3
golang.org/x/sys v0.0.0-20190215142949-d0b11bdaac8a
golang.org/x/sys v0.0.0-20190412213103-97732733099d
golang.org/x/text v0.3.0

examples/spouts/go-rabbitmq-spout/source/go.mod go

cloud.google.com/go/compute v1.6.1
cloud.google.com/go/iam v0.3.0
github.com/Azure/azure-pipeline-go v0.2.3
github.com/Azure/azure-storage-blob-go v0.14.0
github.com/Azure/go-autorest v14.2.0+incompatible
github.com/Azure/go-autorest/autorest v0.11.27
github.com/Azure/go-autorest/autorest/adal v0.9.18
github.com/Azure/go-autorest/autorest/date v0.3.0
github.com/Azure/go-autorest/logger v0.2.1
github.com/Azure/go-autorest/tracing v0.6.0
github.com/Microsoft/go-winio v0.5.2
github.com/apache/arrow/go/arrow v0.0.0-20211112161151-bc219186db40
github.com/aws/aws-sdk-go-v2 v1.11.0
github.com/aws/aws-sdk-go-v2/aws/protocol/eventstream v1.0.0
github.com/aws/aws-sdk-go-v2/credentials v1.6.1
github.com/aws/aws-sdk-go-v2/feature/s3/manager v1.7.1
github.com/aws/aws-sdk-go-v2/internal/configsources v1.1.0
github.com/aws/aws-sdk-go-v2/internal/endpoints/v2 v2.0.0
github.com/aws/aws-sdk-go-v2/service/internal/accept-encoding v1.5.0
github.com/aws/aws-sdk-go-v2/service/internal/presigned-url v1.5.0
github.com/aws/aws-sdk-go-v2/service/internal/s3shared v1.9.0
github.com/aws/aws-sdk-go-v2/service/s3 v1.19.0
github.com/aws/smithy-go v1.9.0
github.com/beorn7/perks v1.0.1
github.com/cespare/xxhash/v2 v2.1.2
github.com/cockroachdb/cockroach-go v2.0.1+incompatible
github.com/containerd/containerd v1.5.13
github.com/coreos/go-oidc v2.2.1+incompatible
github.com/coreos/go-semver v0.3.0
github.com/coreos/go-systemd/v22 v22.3.2
github.com/davecgh/go-spew v1.1.1
github.com/dexidp/dex v2.13.0+incompatible
github.com/docker/distribution v2.8.0+incompatible
github.com/docker/go-units v0.4.0
github.com/form3tech-oss/jwt-go v3.2.5+incompatible
github.com/gabriel-vasile/mimetype v1.4.0
github.com/go-logr/logr v1.2.0
github.com/go-sql-driver/mysql v1.6.0
github.com/gogo/protobuf v1.3.2
github.com/golang-jwt/jwt/v4 v4.2.0
github.com/golang/protobuf v1.5.2
github.com/google/flatbuffers v2.0.0+incompatible
github.com/google/go-cmp v0.5.8
github.com/google/gofuzz v1.2.0
github.com/google/uuid v1.3.0
github.com/googleapis/gnostic v0.5.5
github.com/grpc-ecosystem/go-grpc-prometheus v1.2.1-0.20191002090509-6af20e3a5340
github.com/imdario/mergo v0.3.12
github.com/jackc/chunkreader/v2 v2.0.1
github.com/jackc/pgconn v1.10.0
github.com/jackc/pgerrcode v0.0.0-20201024163028-a0d42d470451
github.com/jackc/pgio v1.0.0
github.com/jackc/pgpassfile v1.0.0
github.com/jackc/pgproto3/v2 v2.1.1
github.com/jackc/pgservicefile v0.0.0-20200714003250-2b9c44734f2b
github.com/jackc/pgtype v1.8.1
github.com/jackc/pgx/v4 v4.13.0
github.com/jmespath/go-jmespath v0.4.0
github.com/jmoiron/sqlx v1.2.0
github.com/json-iterator/go v1.1.12
github.com/klauspost/compress v1.15.8
github.com/lib/pq v1.10.4
github.com/mattn/go-ieproxy v0.0.1
github.com/matttproud/golang_protobuf_extensions v1.0.2-0.20181231171920-c182affec369
github.com/moby/spdystream v0.2.0
github.com/modern-go/concurrent v0.0.0-20180306012644-bacd9c7ef1dd
github.com/modern-go/reflect2 v1.0.2
github.com/onsi/gomega v1.10.3
github.com/opencontainers/image-spec v1.0.2
github.com/opentracing-contrib/go-grpc v0.0.0-20210225150812-73cb765af46e
github.com/opentracing/opentracing-go v1.2.0
github.com/pachyderm/pachyderm/v2 v2.2.5
github.com/pierrec/lz4/v4 v4.1.11
github.com/pkg/browser v0.0.0-20210911075715-681adbf594b8
github.com/pkg/errors v0.9.1
github.com/pmezard/go-difflib v1.0.0
github.com/pquerna/cachecontrol v0.0.0-20180517163645-1555304b9b35
github.com/prometheus/client_golang v1.12.2
github.com/prometheus/client_model v0.2.0
github.com/prometheus/common v0.32.1
github.com/prometheus/procfs v0.7.3
github.com/satori/go.uuid v1.2.1-0.20181028125025-b2ce2384e17b
github.com/sirupsen/logrus v1.9.0
github.com/snowflakedb/gosnowflake v1.6.7
github.com/spf13/cobra v1.4.0
github.com/spf13/pflag v1.0.5
github.com/streadway/amqp v1.0.0
github.com/stretchr/testify v1.7.2
github.com/uber/jaeger-client-go v2.28.0+incompatible
github.com/uber/jaeger-lib v2.4.1+incompatible
go.etcd.io/etcd/api/v3 v3.5.4
go.etcd.io/etcd/client/pkg/v3 v3.5.4
go.etcd.io/etcd/client/v3 v3.5.4
go.uber.org/atomic v1.7.0
go.uber.org/goleak v1.1.12
go.uber.org/multierr v1.6.0
go.uber.org/zap v1.19.0
golang.org/x/crypto v0.0.0-20220208050332-20e1d8d225ab
golang.org/x/net v0.0.0-20220708220712-1185a9018129
golang.org/x/oauth2 v0.0.0-20220524215830-622c5d57e401
golang.org/x/sync v0.0.0-20220601150217-0de741cfad7f
golang.org/x/sys v0.0.0-20220715151400-c0bba94af5f8
golang.org/x/term v0.0.0-20210927222741-03fcf44c2211
golang.org/x/text v0.3.7
golang.org/x/time v0.0.0-20210723032227-1f47c861a9ac
golang.org/x/xerrors v0.0.0-20220517211312-f3a8303e98df
google.golang.org/api v0.82.0
google.golang.org/appengine v1.6.7
google.golang.org/genproto v0.0.0-20220719170305-83ca9fad585f
google.golang.org/grpc v1.48.0
google.golang.org/protobuf v1.28.0
gopkg.in/inf.v0 v0.9.1
gopkg.in/square/go-jose.v2 v2.6.0
gopkg.in/yaml.v2 v2.4.0
gopkg.in/yaml.v3 v3.0.1
k8s.io/api v0.23.1
k8s.io/apimachinery v0.23.1
k8s.io/client-go v0.23.1
k8s.io/klog/v2 v2.30.0
k8s.io/kube-openapi v0.0.0-20211115234752-e816edb12b65
k8s.io/utils v0.0.0-20210930125809-cb0fa318a74b
sigs.k8s.io/json v0.0.0-20211020170558-c049b76a60c6
sigs.k8s.io/structured-merge-diff/v4 v4.1.2
sigs.k8s.io/yaml v1.2.0

examples/spouts/go-rabbitmq-spout/source/go.sum go

1102 dependencies

go.mod go

cloud.google.com/go v0.102.0
cloud.google.com/go/compute v1.7.0
cloud.google.com/go/iam v0.3.0
cloud.google.com/go/profiler v0.3.0
cloud.google.com/go/storage v1.22.1
github.com/AppsFlyer/go-sundheit v0.5.0
github.com/Azure/azure-pipeline-go v0.2.3
github.com/Azure/azure-sdk-for-go v54.0.0+incompatible
github.com/Azure/azure-storage-blob-go v0.14.0
github.com/Azure/go-ansiterm v0.0.0-20210617225240-d185dfc1b5a1
github.com/Azure/go-autorest v14.2.0+incompatible
github.com/Azure/go-autorest/autorest v0.11.20
github.com/Azure/go-autorest/autorest/adal v0.9.13
github.com/Azure/go-autorest/autorest/date v0.3.0
github.com/Azure/go-autorest/logger v0.2.1
github.com/Azure/go-autorest/tracing v0.6.0
github.com/Azure/go-ntlmssp v0.0.0-20220621081337-cb9428e4ac1e
github.com/DATA-DOG/go-sqlmock v1.5.0
github.com/HdrHistogram/hdrhistogram-go v1.0.1
github.com/Masterminds/goutils v1.1.1
github.com/Masterminds/semver/v3 v3.1.1
github.com/Masterminds/sprig/v3 v3.2.2
github.com/Microsoft/go-winio v0.5.2
github.com/Microsoft/hcsshim v0.9.3
github.com/PuerkitoBio/purell v1.1.1
github.com/PuerkitoBio/urlesc v0.0.0-20170810143723-de5bf2ad4578
github.com/VividCortex/ewma v1.1.1
github.com/acarl005/stripansi v0.0.0-20180116102854-5a71ef0e047d
github.com/apache/arrow/go/arrow v0.0.0-20211112161151-bc219186db40
github.com/aws/aws-lambda-go v1.17.0
github.com/aws/aws-sdk-go v1.40.56
github.com/aws/aws-sdk-go-v2 v1.11.0
github.com/aws/aws-sdk-go-v2/aws/protocol/eventstream v1.0.0
github.com/aws/aws-sdk-go-v2/credentials v1.6.1
github.com/aws/aws-sdk-go-v2/feature/s3/manager v1.7.1
github.com/aws/aws-sdk-go-v2/internal/configsources v1.1.0
github.com/aws/aws-sdk-go-v2/internal/endpoints/v2 v2.0.0
github.com/aws/aws-sdk-go-v2/service/internal/accept-encoding v1.5.0
github.com/aws/aws-sdk-go-v2/service/internal/presigned-url v1.5.0
github.com/aws/aws-sdk-go-v2/service/internal/s3shared v1.9.0
github.com/aws/aws-sdk-go-v2/service/s3 v1.19.0
github.com/aws/smithy-go v1.9.0
github.com/beevik/etree v1.1.0
github.com/benbjohnson/clock v1.3.0
github.com/beorn7/perks v1.0.1
github.com/blend/go-sdk v1.20210908.5
github.com/boombuler/barcode v1.0.1-0.20190219062509-6c824513bacc
github.com/breml/rootcerts v0.2.4
github.com/c-bata/go-prompt v0.2.3
github.com/cenkalti/backoff/v4 v4.1.1
github.com/cespare/xxhash/v2 v2.1.2
github.com/cevaris/ordered_map v0.0.0-20190319150403-3adeae072e73
github.com/chmduquesne/rollinghash v4.0.0+incompatible
github.com/containerd/cgroups v1.0.4
github.com/containerd/containerd v1.5.13
github.com/containerd/continuity v0.3.0
github.com/coreos/go-oidc v2.2.1+incompatible
github.com/coreos/go-oidc/v3 v3.2.0
github.com/coreos/go-semver v0.3.0
github.com/coreos/go-systemd/v22 v22.3.2
github.com/cpuguy83/go-md2man/v2 v2.0.2
github.com/davecgh/go-spew v1.1.1
github.com/dexidp/dex v0.0.0-20210629090108-0780edbcbe43
github.com/dexidp/dex/api/v2 v2.1.0
github.com/dlclark/regexp2 v1.2.0
github.com/dlmiddlecote/sqlstats v1.0.2
github.com/dnaeon/go-vcr v1.2.0
github.com/docker/distribution v2.8.0+incompatible
github.com/docker/docker v20.10.7+incompatible
github.com/docker/go-connections v0.4.0
github.com/docker/go-units v0.4.0
github.com/dustin/go-humanize v1.0.0
github.com/elazarl/goproxy v0.0.0-20191011121108-aa519ddbe484
github.com/evanphx/json-patch v4.12.0+incompatible
github.com/fatih/camelcase v1.0.0
github.com/fatih/color v1.9.0
github.com/felixge/httpsnoop v1.0.3
github.com/form3tech-oss/jwt-go v3.2.5+incompatible
github.com/fsouza/go-dockerclient v1.4.1
github.com/gabriel-vasile/mimetype v1.4.0
github.com/ghodss/yaml v1.0.0
github.com/go-asn1-ber/asn1-ber v1.5.4
github.com/go-errors/errors v1.1.1
github.com/go-ldap/ldap/v3 v3.4.4
github.com/go-logr/logr v1.2.2
github.com/go-logr/zapr v1.2.3
github.com/go-openapi/jsonpointer v0.19.5
github.com/go-openapi/jsonreference v0.19.5
github.com/go-openapi/swag v0.19.14
github.com/go-sql-driver/mysql v1.6.0
github.com/gobwas/glob v0.2.3
github.com/gofrs/uuid v4.0.0+incompatible
github.com/gogo/protobuf v1.3.2
github.com/golang/freetype v0.0.0-20170609003504-e2365dfdc4a0
github.com/golang/groupcache v0.0.0-20210331224755-41bb18bfe9da
github.com/golang/protobuf v1.5.2
github.com/google/btree v1.0.1
github.com/google/flatbuffers v2.0.0+incompatible
github.com/google/go-cmp v0.5.8
github.com/google/go-jsonnet v0.17.0
github.com/google/gofuzz v1.2.0
github.com/google/pprof v0.0.0-20220412212628-83db2b799d1f
github.com/google/shlex v0.0.0-20191202100458-e7afc7fbc510
github.com/google/uuid v1.3.0
github.com/googleapis/enterprise-certificate-proxy v0.1.0
github.com/googleapis/gax-go/v2 v2.4.0
github.com/googleapis/gnostic v0.5.5
github.com/googleapis/go-type-adapters v1.0.0
github.com/gorilla/handlers v1.5.1
github.com/gorilla/mux v1.8.0
github.com/gorilla/websocket v1.5.0
github.com/gregjones/httpcache v0.0.0-20180305231024-9cad4c3443a7
github.com/grpc-ecosystem/go-grpc-middleware v1.3.0
github.com/grpc-ecosystem/go-grpc-prometheus v1.2.1-0.20191002090509-6af20e3a5340
github.com/grpc-ecosystem/grpc-gateway v1.16.0
github.com/gruntwork-io/go-commons v0.8.0
github.com/gruntwork-io/terratest v0.38.8
github.com/hanwen/go-fuse/v2 v2.1.0
github.com/hashicorp/errwrap v1.0.0
github.com/hashicorp/go-multierror v1.1.0
github.com/hashicorp/golang-lru v0.5.4
github.com/huandu/xstrings v1.3.1
github.com/ijc/Gotty v0.0.0-20170406111628-a8b993ba6abd
github.com/imdario/mergo v0.3.12
github.com/inconshreveable/mousetrap v1.0.0
github.com/itchyny/astgen-go v0.0.0-20200815150004-12a293722290
github.com/itchyny/gojq v0.11.2
github.com/itchyny/timefmt-go v0.1.1
github.com/jackc/chunkreader/v2 v2.0.1
github.com/jackc/pgconn v1.10.0
github.com/jackc/pgerrcode v0.0.0-20201024163028-a0d42d470451
github.com/jackc/pgio v1.0.0
github.com/jackc/pgpassfile v1.0.0
github.com/jackc/pgproto3/v2 v2.1.1
github.com/jackc/pgservicefile v0.0.0-20200714003250-2b9c44734f2b
github.com/jackc/pgtype v1.8.1
github.com/jackc/pgx/v4 v4.13.0
github.com/jehiah/go-strftime v0.0.0-20171201141054-1d33003b3869
github.com/jmespath/go-jmespath v0.4.0
github.com/jmoiron/sqlx v1.2.0
github.com/jonboulle/clockwork v0.2.2
github.com/josharian/intern v1.0.0
github.com/json-iterator/go v1.1.12
github.com/juju/ansiterm v0.0.0-20180109212912-720a0952cc2a
github.com/klauspost/compress v1.15.9
github.com/klauspost/cpuid/v2 v2.1.0
github.com/lib/pq v1.10.5
github.com/liggitt/tabwriter v0.0.0-20181228230101-89fcab3d43de
github.com/lunixbochs/vtclean v1.0.0
github.com/mailru/easyjson v0.7.6
github.com/mattermost/xml-roundtrip-validator v0.1.0
github.com/mattn/go-colorable v0.1.7
github.com/mattn/go-ieproxy v0.0.1
github.com/mattn/go-isatty v0.0.12
github.com/mattn/go-runewidth v0.0.10
github.com/mattn/go-sqlite3 v2.0.3+incompatible
github.com/mattn/go-tty v0.0.3
github.com/mattn/go-zglob v0.0.2-0.20190814121620-e3c945676326
github.com/matttproud/golang_protobuf_extensions v1.0.2-0.20181231171920-c182affec369
github.com/minio/md5-simd v1.1.2
github.com/minio/minio-go/v6 v6.0.57
github.com/minio/minio-go/v7 v7.0.42
github.com/minio/sha256-simd v1.0.0
github.com/mitchellh/copystructure v1.2.0
github.com/mitchellh/go-homedir v1.1.0
github.com/mitchellh/reflectwalk v1.0.2
github.com/moby/spdystream v0.2.0
github.com/moby/sys/mount v0.3.0
github.com/moby/sys/mountinfo v0.6.2
github.com/moby/term v0.0.0-20210619224110-3f7ff695adc6
github.com/modern-go/concurrent v0.0.0-20180306012644-bacd9c7ef1dd
github.com/modern-go/reflect2 v1.0.2
github.com/monochromegane/go-gitignore v0.0.0-20200626010858-205db1a8cc00
github.com/opencontainers/go-digest v1.0.0
github.com/opencontainers/image-spec v1.0.2
github.com/opencontainers/runc v1.1.3
github.com/opentracing-contrib/go-grpc v0.0.0-20210225150812-73cb765af46e
github.com/opentracing/opentracing-go v1.2.0
github.com/pachyderm/ohmyglob v0.0.0-20210308211843-d5b47775fc36
github.com/pachyderm/s2 v0.0.0-20220510214824-e4a20345d93c
github.com/peterbourgon/diskv v2.0.1+incompatible
github.com/pierrec/lz4/v4 v4.1.11
github.com/pkg/browser v0.0.0-20210911075715-681adbf594b8
github.com/pkg/errors v0.9.1
github.com/pkg/term v0.0.0-20190109203006-aa71e9d9e942
github.com/pmezard/go-difflib v1.0.0
github.com/pquerna/cachecontrol v0.0.0-20180517163645-1555304b9b35
github.com/pquerna/otp v1.2.0
github.com/prometheus/client_golang v1.12.2
github.com/prometheus/client_model v0.2.0
github.com/prometheus/common v0.32.1
github.com/prometheus/procfs v0.7.3
github.com/rivo/uniseg v0.2.0
github.com/robfig/cron v1.2.0
github.com/rs/xid v1.4.0
github.com/russellhaering/goxmldsig v1.2.0
github.com/russross/blackfriday/v2 v2.1.0
github.com/satori/go.uuid v1.2.1-0.20181028125025-b2ce2384e17b
github.com/segmentio/analytics-go v0.0.0-20160426181448-2d840d861c32
github.com/segmentio/backo-go v0.0.0-20160424052352-204274ad699c
github.com/shopspring/decimal v1.2.0
github.com/sirupsen/logrus v1.9.0
github.com/snowflakedb/gosnowflake v1.6.11
github.com/soheilhy/cmux v0.1.5
github.com/spf13/cast v1.4.1
github.com/spf13/cobra v1.5.0
github.com/spf13/pflag v1.0.5
github.com/stretchr/testify v1.8.0
github.com/tmc/grpc-websocket-proxy v0.0.0-20201229170055-e5319fda7802
github.com/uber/jaeger-client-go v2.28.0+incompatible
github.com/uber/jaeger-lib v2.4.1+incompatible
github.com/urfave/cli v1.22.2
github.com/vbauerster/mpb/v6 v6.0.2
github.com/wcharczuk/go-chart v2.0.1+incompatible
github.com/xiang90/probing v0.0.0-20190116061207-43a291ad63a2
github.com/xlab/treeprint v0.0.0-20181112141820-a009c3971eca
github.com/xtgo/uuid v0.0.0-20140804021211-a0b114877d4c
go.etcd.io/bbolt v1.3.6
go.etcd.io/etcd/api/v3 v3.5.5
go.etcd.io/etcd/client/pkg/v3 v3.5.5
go.etcd.io/etcd/client/v2 v2.305.5
go.etcd.io/etcd/client/v3 v3.5.5
go.etcd.io/etcd/pkg/v3 v3.5.5
go.etcd.io/etcd/raft/v3 v3.5.5
go.etcd.io/etcd/server/v3 v3.5.5
go.opencensus.io v0.23.0
go.opentelemetry.io/contrib/instrumentation/google.golang.org/grpc/otelgrpc v0.25.0
go.opentelemetry.io/otel v1.0.1
go.opentelemetry.io/otel/exporters/otlp/otlptrace v1.0.1
go.opentelemetry.io/otel/exporters/otlp/otlptrace/otlptracegrpc v1.0.1
go.opentelemetry.io/otel/sdk v1.0.1
go.opentelemetry.io/otel/trace v1.0.1
go.opentelemetry.io/proto/otlp v0.9.0
go.starlark.net v0.0.0-20200306205701-8dd3e2ee1dd5
go.uber.org/atomic v1.7.0
go.uber.org/automaxprocs v1.5.1
go.uber.org/goleak v1.1.12
go.uber.org/multierr v1.6.0
go.uber.org/zap v1.24.0
golang.org/x/crypto v0.0.0-20220722155217-630584e8d5aa
golang.org/x/exp v0.0.0-20221019170559-20944726eadf
golang.org/x/image v0.0.0-20210216034530-4410531fe030
golang.org/x/mod v0.7.0
golang.org/x/net v0.4.0
golang.org/x/oauth2 v0.0.0-20220622183110-fd043fe589d2
golang.org/x/sync v0.0.0-20220601150217-0de741cfad7f
golang.org/x/sys v0.3.0
golang.org/x/term v0.3.0
golang.org/x/text v0.5.0
golang.org/x/time v0.0.0-20210723032227-1f47c861a9ac
golang.org/x/xerrors v0.0.0-20220609144429-65e65417b02f
google.golang.org/api v0.89.0
google.golang.org/appengine v1.6.7
google.golang.org/genproto v0.0.0-20220719170305-83ca9fad585f
google.golang.org/grpc v1.48.0
google.golang.org/protobuf v1.28.0
gopkg.in/inf.v0 v0.9.1
gopkg.in/ini.v1 v1.66.6
gopkg.in/natefinch/lumberjack.v2 v2.0.0
gopkg.in/square/go-jose.v2 v2.6.0
gopkg.in/yaml.v2 v2.4.0
gopkg.in/yaml.v3 v3.0.1
k8s.io/api v0.23.1
k8s.io/apimachinery v0.23.1
k8s.io/cli-runtime v0.23.1
k8s.io/client-go v0.23.1
k8s.io/klog/v2 v2.30.0
k8s.io/kube-openapi v0.0.0-20211115234752-e816edb12b65
k8s.io/kubectl v0.23.1
k8s.io/utils v0.0.0-20210930125809-cb0fa318a74b
sigs.k8s.io/json v0.0.0-20211020170558-c049b76a60c6
sigs.k8s.io/kustomize/api v0.10.1
sigs.k8s.io/kustomize/kyaml v0.13.0
sigs.k8s.io/structured-merge-diff/v4 v4.1.2
sigs.k8s.io/yaml v1.2.0

go.sum go

2001 dependencies

jupyter-extension/package-lock.json npm

2082 dependencies

jupyter-extension/package.json npm

@babel/core ^7.16.0 development
@babel/preset-env ^7.16.0 development
@babel/preset-react ^7.17.12 development
@babel/preset-typescript ^7.16.0 development
@jupyterlab/builder ^3.4.1 development
@svgr/cli ^6.2.1 development
@testing-library/cypress ^8.0.1 development
@testing-library/jest-dom ^5.15.1 development
@testing-library/react ^12.1.2 development
@testing-library/user-event ^13.5.0 development
@types/jest ^27.0.2 development
@types/lodash ^4.14.182 development
@types/react ^17.0.34 development
@typescript-eslint/eslint-plugin ^4.8.1 development
@typescript-eslint/parser ^4.8.1 development
cypress ^8.7.0 development
eslint ^7.14.0 development
eslint-config-prettier ^6.15.0 development
eslint-plugin-prettier ^3.1.4 development
jest ^27.3.1 development
jest-fetch-mock ^3.0.3 development
mkdirp ^1.0.3 development
npm-run-all ^4.1.5 development
prettier ^2.1.1 development
rimraf ^3.0.2 development
start-server-and-test ^1.14.0 development
ts-jest ^27.0.7 development
typescript ~4.1.3 development
@jupyterlab/application ^3.1.0
@jupyterlab/coreutils ^5.1.0
@jupyterlab/filebrowser ^3.2.4
@jupyterlab/launcher ^3.2.3
@jupyterlab/mainmenu ^3.2.2
@jupyterlab/notebook ^3.2.1
@jupyterlab/services ^6.1.0
@jupyterlab/terminal ^3.2.1
@pachyderm/config ^0.7.0
lodash ^4.17.21
react ^17.0.2
rudder-sdk-js ^1.2.1
svg-url-loader ^7.1.1
yaml ^2.1.1

etc/testing/circle/workloads/api-perf-collector/requirements.txt pypi

google-auth ==2.11.0 test
google-cloud-bigquery ==3.3.6 test
python-pachyderm ==7.3.3 test

etc/testing/circle/workloads/metric-collector/requirements.txt pypi

google-cloud-bigquery ==3.3.6 test
python-pachyderm ==7.3.3 test

examples/spouts/spout101/src/requirements.txt pypi

python-pachyderm >=7.0.0

jupyter-extension/ci-requirements.txt pypi

black ==21.10b0
build ==0.7.0
check-manifest ==0.47
jupyterlab ==3.2.2
pytest ==6.2.5
pytest-asyncio ==0.16.0
pytest-cov ==3.0.0
pytest-tornasync ==0.6.0.post2
python-pachyderm ==7.3.0
twine ==3.7.1

python-sdk/proto/Dockerfile docker

python 3.8-slim build

src/testing/cmds/go-test-results/Dockerfile docker

golang 1.20.6-alpine build

etc/proto/protoc-gen-zap/go.mod go

golang.org/x/xerrors v0.0.0-20200804184101-5ec99f83aff1
google.golang.org/protobuf v1.28.1

etc/proto/protoc-gen-zap/go.sum go

github.com/golang/protobuf v1.5.0
github.com/google/go-cmp v0.5.5
golang.org/x/xerrors v0.0.0-20191204190536-9bdfabe68543
golang.org/x/xerrors v0.0.0-20200804184101-5ec99f83aff1
google.golang.org/protobuf v1.26.0-rc.1
google.golang.org/protobuf v1.28.1

jupyter-extension/jupyterlab_pachyderm/tests/data/requirements.txt pypi

pip-install-test ==0.5 test

python-sdk/poetry.lock pypi

black 23.7.0 develop
click 8.1.4 develop
colorama 0.4.6 develop
exceptiongroup 1.1.2 develop
importlib-metadata 6.8.0 develop
iniconfig 2.0.0 develop
mako 1.2.4 develop
markdown 3.4.3 develop
markupsafe 2.1.3 develop
mypy-extensions 1.0.0 develop
numpy 1.25.1 develop
numpy 1.24.4 develop
packaging 23.1 develop
pandas 2.0.3 develop
pathspec 0.11.1 develop
pdoc3 0.10.0 develop
platformdirs 3.8.1 develop
pluggy 1.2.0 develop
pytest 7.4.0 develop
pytest-black-ng 0.4.1 develop
pytz 2023.3 develop
toml 0.10.2 develop
tomli 2.0.1 develop
typing-extensions 4.7.1 develop
tzdata 2023.3 develop
zipp 3.16.0 develop
betterproto 2.0.0b5
certifi 2023.5.7
grpc-interceptor 0.14.2
grpcio 1.51.3
grpclib 0.4.5
h2 4.1.0
hpack 4.0.0
hyperframe 6.0.1
multidict 6.0.4
python-dateutil 2.8.2
python-dotenv 1.0.0
six 1.16.0

python-sdk/pyproject.toml pypi

black ^23.3.0 develop
pandas 2.0.3 develop
pdoc3 0.10.0 develop
pytest ^7.2.1 develop
pytest-black-ng ^0.4.1 develop
betterproto 2.0.0b5
certifi >=2022.9
grpc-interceptor ^0.14.2
grpcio >=1.50.0,<1.52.0
python >=3.8,<4.0
python-dotenv 1.0

etc/testing/spout/go.mod go

jupyter-extension/pyproject.toml pypi

jupyter-extension/setup.py pypi

label-studio/requirements.txt pypi

label-studio-sdk *
pachyderm-sdk *
pytest *
requests *

https://github.com/pachyderm/pachyderm

Science Score: 23.0%

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Pachyderm – Automate data transformations with data versioning and lineage

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