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Changelog

All notable changes to this project will be documented in this file.

The format is based on Keep a Changelog, and this project adheres to the Python form of Semantic Versioning.

For reference, the possible headings are:

  • Added for new features.
  • Changed for changes in existing functionality.
  • Deprecated for soon-to-be removed features.
  • Removed for now removed features.
  • Fixed for any bug fixes.
  • Security in case of vulnerabilities.
  • External Contributors to list all external contributors.
  • Notes for notes regarding this particular release.

unreleased

[0.8.0] - 2020-04-08

Added

Security

  • Stop using pickle for messages serialization (xaynetwork#355). pickle is insecure and can lead to remote code execution. Instead, the default aggregator uses numpy.save().

Fixed

Changed

[0.7.0] - 2020-03-25

On this release we archived the Python code under the legacy folder and shifted the development to Rust. This release has many breaking changes from the previous versions. More details will be made available through the updated README.md of the repository.

[0.6.0] - 2020-02-26

  • HOTFIX add disclaimer (#309) [janpetschexain]
  • PB-314: document the new weight exchange mechanism (#308) [Corentin Henry]
  • PB-407 add more debug level logging (#303) [janpetschexain]
  • PB-44 add heartbeat time and timeout to config (#305) [Robert Steiner]
  • PB-423 lock round access (#304) [kwok]
  • PB-439 Make thread pool workers configurable (#302) [Robert Steiner]
  • PB-159: update xain-{proto,sdk} dependencies to the right branch (#301) [Corentin Henry]
  • PB-159: remove weights from gRPC messages (#298) [Corentin Henry]
  • PB-431 send participant state to influxdb (#300) [Robert Steiner]
  • PB-434 separate metrics (#296) [Robert Steiner]
  • PB-406 ❄️ Configure mypy (#297) [Anastasiia Tymoshchuk]
  • PB-428 send coordinator states (#292) [Robert Steiner]
  • PB-425 split weight init from training (#295) [janpetschexain]
  • PB-398 Round resumption in Coordinator (#285) [kwok]
  • Merge pull request #294 from xainag/master. [Daniel Kravetz]
  • Hotfix: PB-432 📝 📚 Update test badge and CI to reflect changes. [Daniel Kravetz]
  • PB-417 Start new development cycle (#291) [Anastasiia Tymoshchuk, kwok]

[0.5.0] - 2020-02-12

Fix minor issues, update documentation.

  • PB-402 Add more logs (#281) [Robert Steiner]
  • DO-76 🐳 non alpine image (#287) [Daniel Kravetz]
  • PB-401 Add console renderer (#280) [Robert Steiner]
  • DO-80 🚑 Update dev Dockerfile to build gRPC (#286) [Daniel Kravetz]
  • DO-78 ✨ add grafana (#284) [Daniel Kravetz]
  • DO-66 ✨ Add keycloak (#283) [Daniel Kravetz]
  • PB-400 increment epoch base (#282) [janpetschexain]
  • PB-397 Simplify write metrics function (#279) [Robert Steiner]
  • PB-385 Fix xain-sdk test (#278) [Robert Steiner]
  • PB-352 Add sdk config (#272) [Robert Steiner]
  • Merge pull request #277 from xainag/master. [Daniel Kravetz]
  • Hotfix: update ci. [Daniel Kravetz]
  • DO-72 🎨 Make CI name and feature consistent with other repos. [Daniel Kravetz]
  • DO-47 📰 Build test package on release branch. [Daniel Kravetz]
  • PB-269: enable reading participants weights from S3 (#254) [Corentin Henry]
  • PB-363 Start new development cycle (#271) [Anastasiia Tymoshchuk]
  • PB-119 enable isort diff (#262) [janpetschexain]
  • PB-363 💎 Release v0.4.0. [Daniel Kravetz]
  • DO-73 💚 Disable continue_on_failure for CI jobs. Fix mypy. [Daniel Kravetz]

[0.4.0] - 2020-02-04

Flatten model weights instead of using lists. Fix minor issues, update documentation.

  • PB-116: pin docutils version (#259) [Corentin Henry]
  • PB-119 update isort config and calls (#260) [janpetschexain]
  • PB-351 Store participant metrics (#244) [Robert Steiner]
  • Adjust isort config (#258) [Robert Steiner]
  • PB-366 flatten weights (#253) [janpetschexain]
  • PB-379 Update black setup (#255) [Anastasiia Tymoshchuk]
  • PB-387 simplify serve module (#251) [Corentin Henry]
  • PB-104: make the tests fast again (#252) [Corentin Henry]
  • PB-122: handle sigint properly (#250) [Corentin Henry]
  • PB-383 write aggregated weights after each round (#246) [Corentin Henry]
  • PB-104: Fix exception in monitor_hearbeats() (#248) [Corentin Henry]
  • DO-57 Update docker-compose files for provisioning InfluxDB (#249) [Ricardo Saffi Marques]
  • DO-59 Provision Redis 5.x for persisting states for the Coordinator (#247) [Ricardo Saffi Marques]
  • PB-381: make the log level configurable (#243) [Corentin Henry]
  • PB-382: cleanup storage (#245) [Corentin Henry]
  • PB-380: split get_logger() (#242) [Corentin Henry]
  • XP-332: grpc resource exhausted (#238) [Robert Steiner]
  • XP-456: fix coordinator command (#241) [Corentin Henry]
  • XP-485 Document revised state machine (#240) [kwok]
  • XP-456: replace CLI argument with a config file (#221) [Corentin Henry]
  • DO-48 ❄️ 🚀 Build stable package on git tag with SemVer (#234) [Daniel Kravetz]
  • XP-407 update documentation (#239) [janpetschexain]
  • XP-406 remove numpy file cli (#237) [janpetschexain]
  • XP-544 fix aggregate module (#235) [janpetschexain]
  • DO-58: cache xain-fl dependencies in Docker (#232) [Corentin Henry]
  • XP-479 Start training rounds from 0 (#226) [kwok]

[0.3.0] - 2020-01-21

  • XP-505 cleanup docstrings in xain_fl.coordinator (#228)
  • XP-498 more generic shebangs (#229)
  • XP-510 allow for zero epochs on cli (#227)
  • XP-508 Replace circleci badge (#225)
  • XP-505 docstrings cleanup (#224)
  • XP-333 Replace numproto with xain-proto (#220)
  • XP-499 Remove conftest, exclude tests folder (#223)
  • XP-480 revise message names (#222)
  • XP-436 Reinstate FINISHED heartbeat from Coordinator (#219)
  • XP-308 store aggregated weights in S3 buckets (#215)
  • XP-308 store aggregated weights in S3 buckets (#215)
  • XP-422 ai metrics (#216)
  • XP-119 Fix gRPC testing setup so that it can run on macOS (#217)
  • XP-433 Fix docker headings (#218)
  • Xp 373 add sdk as dependency in fl (#214)
  • DO-49 Create initial buckets (#213)
  • XP-424 Remove unused packages (#212)
  • XP-271 fix pylint issues (#210)
  • XP-374 Clean up docs (#211)
  • DO-43 docker compose minio (#208)
  • XP-384 remove unused files (#209)
  • XP-357 make controller parametrisable (#201)
  • XP 273 scripts cleanup (#206)
  • XP-385 Fix docs badge (#204)
  • XP-354 Remove proto files (#200)
  • DO-17 Add Dockerfiles, dockerignore and docs (#202)
  • XP-241 remove legacy participant and sdk dir (#199)
  • XP-168 update setup.py (#191)
  • XP-261 move tests to own dir (#197)
  • XP-257 cleanup cproto dir (#198)
  • XP-265 move benchmarks to separate repo (#193)
  • XP-255 update codeowners and authors in setup (#195)
  • XP-255 update codeowners and authors in setup (#195)
  • XP-229 Update Readme.md (#189)
  • XP-337 Clean up docs before generation (#188)
  • XP-264 put coordinator as own package (#183)
  • XP-272 Archive rust code (#186)
  • Xp 238 add participant selection (#179)
  • XP-229 Update readme (#185)
  • XP-334 Add make docs into docs make file (#184)
  • XP-291 harmonize docs styles (#181)
  • XP-300 Update docs makefile (#180)
  • XP-228 Update readme (#178)
  • XP-248 use structlog (#173)
  • XP-207 model framework agnostic (#166)
  • XAIN-284 rename package name (#176)
  • XP-251 Add ability to pass params per cmd args to coordinator (#174)
  • XP-167 Add gitter badge (#171)
  • Hotfix badge versions and style (#170)
  • Integrate docs with readthedocs (#169)
  • add pull request template (#168)

[0.2.0] - 2019-12-02

Changed

  • Renamed package from xain to xain-fl

0.1.0 - 2019-09-25

The first public release of XAIN

Added

  • FedML implementation on well known benchmarks using a realistic deep learning model structure.