https://github.com/bacalhau-project/bacalhau
Community-driven, simple, yet powerful framework for fast, cost-effective distributed Compute over Data.
Science Score: 36.0%
This score indicates how likely this project is to be science-related based on various indicators:
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○CITATION.cff file
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✓codemeta.json file
Found codemeta.json file -
✓.zenodo.json file
Found .zenodo.json file -
○DOI references
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○Academic publication links
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✓Committers with academic emails
1 of 76 committers (1.3%) from academic institutions -
○Institutional organization owner
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○JOSS paper metadata
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○Scientific vocabulary similarity
Low similarity (9.9%) to scientific vocabulary
Keywords
Keywords from Contributors
Repository
Community-driven, simple, yet powerful framework for fast, cost-effective distributed Compute over Data.
Basic Info
- Host: GitHub
- Owner: bacalhau-project
- License: apache-2.0
- Language: Go
- Default Branch: main
- Homepage: https://docs.bacalhau.org
- Size: 192 MB
Statistics
- Stars: 825
- Watchers: 26
- Forks: 99
- Open Issues: 169
- Releases: 149
Topics
Metadata Files
README.md
Globally Distributed Compute Orchestrator ⚡
Compute Over Data (CoD)
What is Bacalhau?
Bacalhau is an open-source distributed compute orchestration framework designed to bring compute to the data. Instead of moving large datasets around networks, Bacalhau makes it easy to execute jobs close to the data's location, drastically reducing latency and resource overhead.
Why Bacalhau?
- ⚡ Fast job processing: Jobs in Bacalhau are processed where the data was created and all jobs are parallel by default
- 💰 Low cost: Reduce (or eliminate) ingress/egress costs since jobs are processed closer to the source
- 🔒 Secure: Data scrubbing and security can happen before migration, with a granular, code-based permission model
- 🚛 Large-scale data: Process petabytes of data efficiently without massive data transfers
- 🏢 Data sovereignty: Process sensitive data within security boundaries without requiring it to leave your premises
- 🤝 Cross-organizational computation: Allow specific vetted computations on protected datasets without exposing raw data
Key Features
Single Binary Simplicity: Bacalhau is a single self-contained binary that functions as a client, orchestrator, and compute node—making it incredibly easy to set up and scale
Modular Architecture: Support for multiple execution engines (Docker, WebAssembly) and storage providers through clean interfaces
Orchestrator-Compute Model: A dedicated orchestrator coordinates job scheduling, while compute nodes run tasks
Flexible Storage Integrations: Integrates with S3, HTTP/HTTPS, IPFS, and local storage systems
Multiple Job Types: Support for batch, ops, daemon, and service job types for different workflow requirements
Declarative & Imperative Submissions: Define jobs in YAML (declarative) or pass arguments via CLI (imperative)
Publisher Support: Output results to local volumes, S3, or other storage backends
Getting Started
Quick Installation
```bash
Install Bacalhau CLI (Linux/macOS)
curl -sL https://get.bacalhau.org/install.sh | bash
Verify installation
bacalhau version ```
For the complete quick start guide, including running your first job, see our Quick Start Documentation.
Use Cases
Bacalhau's distributed compute framework enables a wide range of applications:
- Log Processing: Process logs efficiently at scale by running distributed jobs directly at the source
- Distributed Data Warehousing: Query and analyze data across multiple regions without moving large datasets
- Fleet Management: Efficiently manage distributed nodes across multiple environments
- Distributed Machine Learning: Train and deploy ML models across a distributed compute fleet
- Edge Computing: Run compute tasks closer to the data source for applications requiring low latency
Documentation
📚 Read the Bacalhau docs guide here! 📚
The Bacalhau documentation contains all the information you need to get started:
Community & Contributing
Bacalhau has a very friendly community, and we are always happy to help:
- Join the Slack Community and go to the
#generalchannel - it is the easiest way to engage with other members in the community and get help
If you are interested in contributing to the Bacalhau project:
- Set up your local environment
- Check out our Contributing Guide
- For issues and feature requests, please open a GitHub issue
We are excited to hear your feedback!
Open Source
This repository contains the Bacalhau software, covered under the Apache-2.0 license, except where noted (any Bacalhau logos or trademarks are not covered under the Apache License, and should be explicitly noted by a LICENSE file.)
Bacalhau is a product produced from this open source software, exclusively by Expanso, Inc. It is distributed under our commercial terms.
Others are allowed to make their own distribution of the software, but they cannot use any of the Bacalhau trademarks, cloud services, etc.
We explicitly grant permission for you to make a build that includes our trademarks while developing Bacalhau software itself. You may not publish or share the build, and you may not use that build to run Bacalhau software for any other purpose.
We have borrowed the above Open Source clause from the excellent System Initiative
Owner
- Name: Bacalhau
- Login: bacalhau-project
- Kind: organization
- Website: bacalhau.org
- Twitter: BacalhauProject
- Repositories: 55
- Profile: https://github.com/bacalhau-project
Bacalhau is a distributed computing platform that deploys, manages, and monitors workloads across your infrastructure.
Committers
Last synced: over 1 year ago
Top Committers
| Name | Commits | |
|---|---|---|
| Kai Davenport | k****t@g****m | 808 |
| David Aronchick | a****k@g****m | 564 |
| Simon Worthington | s****n@r****k | 310 |
| Luke Marsden | me@l****t | 290 |
| dependabot[bot] | 4****] | 264 |
| Walid Baruni | w****i@g****m | 248 |
| Ross Jones | r****s@r****k | 225 |
| Enrico Rotundo | e****o@g****m | 205 |
| bacalhau-project | e****s@b****t | 200 |
| Favour Kelvin | f****7@g****m | 160 |
| Guy Paterson-Jones | g****s@g****m | 111 |
| Will May | w****y@o****m | 99 |
| Enrico Rotundo | e****o@w****i | 80 |
| Phil Winder | p****l@W****m | 63 |
| Wes Floyd | w****d@g****m | 61 |
| Phil Winder | p****l@W****I | 37 |
| Vedant Padwal | 7****s | 35 |
| frrist | f****t@e****o | 34 |
| js-ts | v****i@g****m | 34 |
| Forrest | 6****t | 33 |
| lynergy | i****s@g****m | 29 |
| frrist | f****t@p****i | 27 |
| Phil Winder | p****l@w****i | 18 |
| Simon Worthington | s****o | 11 |
| Al Norman | 1****s | 11 |
| Alexandra | 3****C | 9 |
| binocarlos | b****s | 8 |
| Will May | w****y@g****m | 8 |
| David Aronchick | d****k@p****i | 6 |
| Josh Klopfenstein | j****0@g****m | 6 |
| and 46 more... | ||
Committer Domains (Top 20 + Academic)
Issues and Pull Requests
Last synced: 6 months ago
All Time
- Total issues: 1,505
- Total pull requests: 2,377
- Average time to close issues: 7 months
- Average time to close pull requests: 9 days
- Total issue authors: 51
- Total pull request authors: 34
- Average comments per issue: 0.8
- Average comments per pull request: 1.14
- Merged pull requests: 1,591
- Bot issues: 26
- Bot pull requests: 647
Past Year
- Issues: 263
- Pull requests: 847
- Average time to close issues: 13 days
- Average time to close pull requests: 3 days
- Issue authors: 15
- Pull request authors: 10
- Average comments per issue: 0.71
- Average comments per pull request: 1.34
- Merged pull requests: 583
- Bot issues: 25
- Bot pull requests: 338
Top Authors
Issue Authors
- aronchick (452)
- wdbaruni (311)
- frrist (134)
- rossjones (119)
- simonwo (67)
- it09 (61)
- lukemarsden (48)
- udsamani (36)
- philwinder (29)
- enricorotundo (29)
- XandraMcC (27)
- js-ts (27)
- binocarlos (19)
- linear[bot] (18)
- MichaelHoepler (16)
Pull Request Authors
- dependabot[bot] (647)
- wdbaruni (458)
- rossjones (246)
- frrist (243)
- aronchick (168)
- simonwo (144)
- AlekseyKorzik (143)
- jamlo (66)
- udsamani (65)
- enricorotundo (47)
- js-ts (32)
- Olg-K (27)
- MichaelHoepler (14)
- olgibbons (13)
- markkuhn (12)
Top Labels
Issue Labels
Pull Request Labels
Packages
- Total packages: 6
-
Total downloads:
- pypi 557 last-month
- Total docker downloads: 90
-
Total dependent packages: 8
(may contain duplicates) -
Total dependent repositories: 3
(may contain duplicates) - Total versions: 356
- Total maintainers: 2
proxy.golang.org: github.com/bacalhau-project/bacalhau
- Homepage: https://github.com/bacalhau-project/bacalhau
- Documentation: https://pkg.go.dev/github.com/bacalhau-project/bacalhau#section-documentation
- License: Apache-2.0
-
Latest release: v1.8.0
published 8 months ago
Rankings
proxy.golang.org: github.com/bacalhau-project/bacalhau/pkg/executor/wasm/funcs/http/client
Package client provides a TinyGo-compatible client for the HTTP host functions.
- Homepage: https://github.com/bacalhau-project/bacalhau
- Documentation: https://pkg.go.dev/github.com/bacalhau-project/bacalhau/pkg/executor/wasm/funcs/http/client#section-documentation
- License: Apache-2.0
Rankings
pypi.org: bacalhau-apiclient
A Python client for the Bacalhau public API - https://github.com/bacalhau-project/bacalhau/tree/main/clients/python
- Homepage: https://github.com/bacalhau-project/bacalhau/
- Documentation: https://bacalhau-apiclient.readthedocs.io/
- License: apache-2.0
-
Latest release: 1.4.1
published over 1 year ago
Rankings
Maintainers (1)
pypi.org: bacalhau-sdk
Compute over Data framework for public, transparent, and optionally verifiable computation using IPFS & Filecoin.
- Homepage: https://github.com/bacalhau-project/bacalhau/
- Documentation: https://docs.bacalhau.org/
- License: Apache-2.0
-
Latest release: 1.4.2
published over 1 year ago
Rankings
Maintainers (1)
proxy.golang.org: github.com/bacalhau-project/bacalhau/apps/job-info-consumer/consumer
- Homepage: https://github.com/bacalhau-project/bacalhau
- Documentation: https://pkg.go.dev/github.com/bacalhau-project/bacalhau/apps/job-info-consumer/consumer#section-documentation
- License: Apache-2.0
-
Latest release: v0.0.0-20240125091916-849dab55b6fd
published about 2 years ago
Rankings
pypi.org: cxapit
A Python client for the Bacalha public API
- Homepage: https://github.com/bacalhau-project/bacalhau/tree/main
- Documentation: https://cxapit.readthedocs.io/
- License: License
-
Latest release: 1.0.17
published almost 2 years ago
Rankings
Maintainers (1)
Dependencies
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- github.com/moby/term v0.0.0-20221205130635-1aeaba878587
- github.com/morikuni/aec v1.0.0
- github.com/mr-tron/base58 v1.2.0
- github.com/multiformats/go-base32 v0.1.0
- github.com/multiformats/go-base36 v0.2.0
- github.com/multiformats/go-multiaddr v0.9.0
- github.com/multiformats/go-multiaddr-dns v0.3.1
- github.com/multiformats/go-multiaddr-fmt v0.1.0
- github.com/multiformats/go-multibase v0.2.0
- github.com/multiformats/go-multicodec v0.9.0
- github.com/multiformats/go-multihash v0.2.3
- github.com/multiformats/go-multistream v0.4.1
- github.com/multiformats/go-varint v0.0.7
- github.com/oklog/run v1.0.0
- github.com/onsi/ginkgo/v2 v2.9.7
- github.com/opencontainers/go-digest v1.0.0
- github.com/opencontainers/image-spec v1.0.2
- github.com/opencontainers/runtime-spec v1.0.3-0.20210326190908-1c3f411f0417
- github.com/opentracing/opentracing-go v1.2.0
- github.com/openzipkin/zipkin-go v0.4.1
- github.com/pbnjay/memory v0.0.0-20210728143218-7b4eea64cf58
- github.com/pelletier/go-toml/v2 v2.0.8
- github.com/petar/GoLLRB v0.0.0-20210522233825-ae3b015fd3e9
- github.com/phayes/freeport v0.0.0-20220201140144-74d24b5ae9f5
- github.com/pjbgf/sha1cd v0.3.0
- github.com/pkg/errors v0.9.1
- github.com/pmezard/go-difflib v1.0.0
- github.com/polydawn/refmt v0.89.0
- github.com/prometheus/client_golang v1.14.0
- github.com/prometheus/client_model v0.4.0
- github.com/prometheus/common v0.42.0
- github.com/prometheus/procfs v0.9.0
- github.com/prometheus/statsd_exporter v0.22.7
- github.com/quic-go/qpack v0.4.0
- github.com/quic-go/qtls-go1-19 v0.3.3
- github.com/quic-go/qtls-go1-20 v0.2.3
- github.com/quic-go/quic-go v0.33.0
- github.com/quic-go/webtransport-go v0.5.3
- github.com/raulk/go-watchdog v1.3.0
- github.com/ricochet2200/go-disk-usage/du v0.0.0-20210707232629-ac9918953285
- github.com/rivo/uniseg v0.4.4
- github.com/rs/cors v1.7.0
- github.com/rs/zerolog v1.30.0
- github.com/samber/lo v1.38.1
- github.com/sergi/go-diff v1.1.0
- github.com/skeema/knownhosts v1.2.0
- github.com/slack-go/slack v0.11.3
- github.com/spaolacci/murmur3 v1.1.0
- github.com/spf13/afero v1.9.5
- github.com/spf13/cast v1.5.1
- github.com/spf13/jwalterweatherman v1.1.0
- github.com/spf13/pflag v1.0.5
- github.com/spf13/viper v1.16.0
- github.com/stretchr/testify v1.8.4
- github.com/subosito/gotenv v1.4.2
- github.com/swaggo/files v0.0.0-20220610200504-28940afbdbfe
- github.com/swaggo/http-swagger v1.3.4
- github.com/swaggo/swag v1.16.1
- github.com/syndtr/goleveldb v1.0.1-0.20210819022825-2ae1ddf74ef7
- github.com/tetratelabs/wazero v1.5.0
- github.com/ucarion/urlpath v0.0.0-20200424170820-7ccc79b76bbb
- github.com/valyala/bytebufferpool v1.0.0
- github.com/valyala/fasttemplate v1.2.2
- github.com/vincent-petithory/dataurl v1.0.0
- github.com/whyrusleeping/base32 v0.0.0-20170828182744-c30ac30633cc
- github.com/whyrusleeping/cbor v0.0.0-20171005072247-63513f603b11
- github.com/whyrusleeping/cbor-gen v0.0.0-20230126041949-52956bd4c9aa
- github.com/whyrusleeping/chunker v0.0.0-20181014151217-fe64bd25879f
- github.com/whyrusleeping/go-keyspace v0.0.0-20160322163242-5b898ac5add1
- github.com/whyrusleeping/go-sysinfo v0.0.0-20190219211824-4a357d4b90b1
- github.com/whyrusleeping/multiaddr-filter v0.0.0-20160516205228-e903e4adabd7
- github.com/xanzy/ssh-agent v0.3.3
- go.etcd.io/bbolt v1.3.7
- go.opencensus.io v0.24.0
- go.opentelemetry.io/contrib/instrumentation/net/http/otelhttp v0.43.0
- go.opentelemetry.io/otel v1.17.0
- go.opentelemetry.io/otel/exporters/jaeger v1.14.0
- go.opentelemetry.io/otel/exporters/otlp/internal/retry v1.17.0
- go.opentelemetry.io/otel/exporters/otlp/otlpmetric v0.40.0
- go.opentelemetry.io/otel/exporters/otlp/otlpmetric/otlpmetricgrpc v0.40.0
- go.opentelemetry.io/otel/exporters/otlp/otlpmetric/otlpmetrichttp v0.40.0
- go.opentelemetry.io/otel/exporters/otlp/otlptrace v1.16.0
- go.opentelemetry.io/otel/exporters/otlp/otlptrace/otlptracegrpc v1.16.0
- go.opentelemetry.io/otel/exporters/otlp/otlptrace/otlptracehttp v1.16.0
- go.opentelemetry.io/otel/exporters/stdout/stdouttrace v1.14.0
- go.opentelemetry.io/otel/exporters/zipkin v1.14.0
- go.opentelemetry.io/otel/metric v1.17.0
- go.opentelemetry.io/otel/sdk v1.17.0
- go.opentelemetry.io/otel/sdk/metric v0.40.0
- go.opentelemetry.io/otel/trace v1.17.0
- go.opentelemetry.io/proto/otlp v1.0.0
- go.ptx.dk/multierrgroup v0.0.3
- go.uber.org/atomic v1.11.0
- go.uber.org/dig v1.17.0
- go.uber.org/fx v1.19.3
- go.uber.org/mock v0.2.0
- go.uber.org/multierr v1.11.0
- go.uber.org/zap v1.25.0
- go4.org v0.0.0-20230225012048-214862532bf5
- golang.org/x/crypto v0.11.0
- golang.org/x/exp v0.0.0-20230321023759-10a507213a29
- golang.org/x/mod v0.10.0
- golang.org/x/net v0.13.0
- golang.org/x/oauth2 v0.8.0
- golang.org/x/sync v0.3.0
- golang.org/x/sys v0.11.0
- golang.org/x/text v0.11.0
- golang.org/x/time v0.3.0
- golang.org/x/tools v0.9.1
- golang.org/x/xerrors v0.0.0-20220907171357-04be3eba64a2
- gonum.org/v1/gonum v0.13.0
- google.golang.org/appengine v1.6.7
- google.golang.org/genproto/googleapis/api v0.0.0-20230629202037-9506855d4529
- google.golang.org/genproto/googleapis/rpc v0.0.0-20230629202037-9506855d4529
- google.golang.org/grpc v1.57.0
- google.golang.org/protobuf v1.31.0
- gopkg.in/ini.v1 v1.67.0
- gopkg.in/square/go-jose.v2 v2.5.1
- gopkg.in/warnings.v0 v0.1.2
- gopkg.in/yaml.v2 v2.4.0
- gopkg.in/yaml.v3 v3.0.1
- k8s.io/apimachinery v0.28.1
- k8s.io/klog/v2 v2.100.1
- k8s.io/utils v0.0.0-20230406110748-d93618cff8a2
- lukechampine.com/blake3 v1.2.1
- nhooyr.io/websocket v1.8.7
- sigs.k8s.io/yaml v1.3.0
- 1366 dependencies
- github.com/golang/protobuf v1.5.2
- github.com/joho/godotenv v1.4.0
- github.com/mattn/go-colorable v0.1.13
- github.com/mattn/go-isatty v0.0.16
- github.com/rs/zerolog v1.28.0
- github.com/shurcooL/githubv4 v0.0.0-20221021030919-a134b1472cc7
- github.com/shurcooL/graphql v0.0.0-20220606043923-3cf50f8a0a29
- golang.org/x/net v0.2.0
- golang.org/x/oauth2 v0.2.0
- golang.org/x/sys v0.2.0
- google.golang.org/appengine v1.6.7
- google.golang.org/protobuf v1.28.0
- github.com/coreos/go-systemd/v22 v22.3.3-0.20220203105225-a9a7ef127534
- github.com/godbus/dbus/v5 v5.0.4
- github.com/golang/protobuf v1.3.1
- github.com/golang/protobuf v1.5.0
- github.com/golang/protobuf v1.5.2
- github.com/google/go-cmp v0.5.5
- github.com/google/go-cmp v0.5.8
- github.com/joho/godotenv v1.4.0
- github.com/mattn/go-colorable v0.1.12
- github.com/mattn/go-colorable v0.1.13
- github.com/mattn/go-isatty v0.0.14
- github.com/mattn/go-isatty v0.0.16
- github.com/pkg/errors v0.9.1
- github.com/rs/xid v1.4.0
- github.com/rs/zerolog v1.28.0
- github.com/shurcooL/githubv4 v0.0.0-20221021030919-a134b1472cc7
- github.com/shurcooL/graphql v0.0.0-20220606043923-3cf50f8a0a29
- golang.org/x/crypto v0.0.0-20190308221718-c2843e01d9a2
- golang.org/x/net v0.0.0-20190603091049-60506f45cf65
- golang.org/x/net v0.2.0
- golang.org/x/oauth2 v0.2.0
- golang.org/x/sys v0.0.0-20190215142949-d0b11bdaac8a
- golang.org/x/sys v0.0.0-20210630005230-0f9fa26af87c
- golang.org/x/sys v0.0.0-20210927094055-39ccf1dd6fa6
- golang.org/x/sys v0.0.0-20220811171246-fbc7d0a398ab
- golang.org/x/sys v0.2.0
- golang.org/x/text v0.3.0
- golang.org/x/text v0.3.2
- golang.org/x/tools v0.0.0-20180917221912-90fa682c2a6e
- golang.org/x/xerrors v0.0.0-20191204190536-9bdfabe68543
- google.golang.org/appengine v1.6.7
- google.golang.org/protobuf v1.26.0-rc.1
- google.golang.org/protobuf v1.26.0
- google.golang.org/protobuf v1.28.0
- 397 dependencies
- @types/jest ^27.5.2 development
- @types/node 10.17.27 development
- @types/prettier 2.6.0 development
- aws-cdk 2.41.0 development
- jest ^27.5.1 development
- ts-jest ^27.1.4 development
- ts-node ^10.9.1 development
- typescript ~3.9.7 development
- aws-cdk-lib 2.80.0
- constructs ^10.0.0
- source-map-support ^0.5.21
- certifi >=14.05.14
- python_dateutil >=2.5.3
- setuptools >=21.0.0
- six >=1.10
- urllib3 >=1.15.1
- coverage >=4.0.3 test
- nose >=1.3.7 test
- pluggy >=0.3.1 test
- py >=1.4.31 test
- randomize >=0.13 test
- black ==22.12.0 development
- bump2version ==0.5.11 development
- coverage ==7.2.3 development
- flake8 ==6.0.0 development
- isort ==5.12.0 development
- pendulum ==2.1.2 development
- pip ==22.3.1 development
- pluggy ==1.0 development
- sphinx ==6.1.3 development
- tox ==4.2.6 development
- twine ==4.0.2 development
- watchdog ==0.9.0 development
- wheel ==0.33.6 development
- cachetools 5.2.0
- certifi 2023.7.22
- charset-normalizer 2.1.0
- google-api-core 2.8.2
- google-auth 2.10.0
- google-cloud-core 2.3.2
- google-cloud-storage 2.5.0
- google-crc32c 1.3.0
- google-resumable-media 2.3.3
- googleapis-common-protos 1.56.4
- idna 3.3
- protobuf 4.21.5
- pyasn1 0.4.8
- pyasn1-modules 0.2.8
- python-dotenv 0.20.0
- requests 2.31.0
- rsa 4.9
- six 1.16.0
- urllib3 1.26.11
- google-cloud-storage ^2.5.0
- python ^3.10
- python-dotenv ^0.20.0
- cachetools ==5.2.0
- certifi ==2022.6.15
- charset-normalizer ==2.1.0
- google-api-core ==2.8.2
- google-auth ==2.10.0
- google-cloud-core ==2.3.2
- google-cloud-storage ==2.5.0
- google-crc32c ==1.3.0
- google-resumable-media ==2.3.3
- googleapis-common-protos ==1.56.4
- idna ==3.3
- protobuf ==4.21.6
- pyasn1 ==0.4.8
- pyasn1-modules ==0.2.8
- python-dotenv ==0.20.0
- requests ==2.28.1
- rsa ==4.9
- six ==1.16.0
- urllib3 ==1.26.11
- cfgv 3.3.1
- distlib 0.3.6
- filelock 3.9.0
- graphql-core 3.2.3
- identify 2.5.12
- nodeenv 1.7.0
- platformdirs 2.6.2
- pre-commit 2.21.0
- pyyaml 6.0
- semver 2.13.0
- sgqlc 16.0
- toml 0.10.2
- virtualenv 20.16.7
- pre-commit ^2.20.0
- python ^3.9
- semver ^2.13.0
- sgqlc ^16.0
- attrs 22.2.0
- bacalhau-apiclient 1.0.0
- black 22.12.0
- bleach 6.0.0
- bump2version 1.0.1
- cachetools 5.3.0
- certifi 2023.7.22
- cffi 1.15.1
- cfgv 3.3.1
- chardet 5.1.0
- charset-normalizer 3.0.1
- click 8.1.3
- colorama 0.4.6
- coverage 7.1.0
- cryptography 41.0.4
- distlib 0.3.6
- docutils 0.19
- exceptiongroup 1.1.0
- filelock 3.9.0
- flake8 6.0.0
- flake8-docstrings 1.7.0
- ghp-import 2.1.0
- identify 2.5.17
- idna 3.4
- importlib-metadata 6.0.0
- importlib-resources 5.10.2
- iniconfig 2.0.0
- isort 5.12.0
- jaraco-classes 3.2.3
- jeepney 0.8.0
- jinja2 3.1.2
- keyring 23.13.1
- markdown 3.3.7
- markdown-it-py 2.2.0
- markupsafe 2.1.2
- mccabe 0.7.0
- mdurl 0.1.2
- mergedeep 1.3.4
- mkdocs 1.4.2
- more-itertools 9.0.0
- mypy 0.991
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- packaging 23.0
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- pem 21.2.0
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- pre-commit 2.21.0
- pycodestyle 2.10.0
- pycparser 2.21
- pycryptodome 3.17
- pydocstyle 6.3.0
- pyflakes 3.0.1
- pygments 2.15.0
- pyproject-api 1.5.0
- pytest 7.2.1
- pytest-cov 4.0.0
- python-dateutil 2.8.2
- pywin32-ctypes 0.2.0
- pyyaml 6.0
- pyyaml-env-tag 0.1
- readme-renderer 37.3
- requests 2.31.0
- requests-toolbelt 0.10.1
- rfc3986 2.0.0
- rich 13.3.1
- secretstorage 3.3.3
- setuptools 67.1.0
- six 1.16.0
- snowballstemmer 2.2.0
- toml 0.10.2
- tomli 2.0.1
- tox 4.4.4
- twine 4.0.2
- types-six 1.16.21.4
- typing-extensions 4.4.0
- urllib3 1.26.14
- virtualenv 20.17.1
- watchdog 2.2.1
- webencodings 0.5.1
- zipp 3.12.0
- bacalhau-apiclient 1.0.0
- black ^22.12.0
- certifi 2023.07.22
- cryptography >=39.0.1,<42.0.0
- flake8 ^6.0.0
- isort ^5.8.0
- mypy ^0.991
- pem ^21.2.0
- pip ^22.3.1
- pre-commit ^2.12.0
- pycryptodome ^3.16.0
- pygments 2.15.0
- python >=3.8.1,<3.12
- six ^1.16.0
- toml ^0.10.2
- tox ^4.2.6
- twine ^4.0.2
- types-six ^1.16.21.4
- virtualenv ^20.2.2