SwanLab

What's Changed

🚀 It’s been a while — SwanLab v0.8.0 is here.

• docs(readme): add 2 papers - TrafficBM, Decision-Making by @Zeyi-Lin in https://github.com/SwanHubX/SwanLab/pull/1463
• feat: add delete methods to public API for runs and projects by @Zeyi-Lin in https://github.com/SwanHubX/SwanLab/pull/1464
• refactor: next setup by @SAKURA-CAT in https://github.com/SwanHubX/SwanLab/pull/1467
• docs(readme): tree grpo by @Zeyi-Lin in https://github.com/SwanHubX/SwanLab/pull/1465
• refactor SDK API, add cmd entrypoints and context by @SAKURA-CAT in https://github.com/SwanHubX/SwanLab/pull/1470
• CI: add Python PR workflow and Makefile targets by @SAKURA-CAT in https://github.com/SwanHubX/SwanLab/pull/1471
• feat: add API key helpers, settings, console and tests by @SAKURA-CAT in https://github.com/SwanHubX/SwanLab/pull/1472
• Feat/client by @SAKURA-CAT in https://github.com/SwanHubX/SwanLab/pull/1474
• Feat/login by @SAKURA-CAT in https://github.com/SwanHubX/SwanLab/pull/1477
• feat: add internal diagnostic log & console/file logging by @SAKURA-CAT in https://github.com/SwanHubX/SwanLab/pull/1479
• feat: move sdk.pkg to sdk.utils and add experiment utils by @SAKURA-CAT in https://github.com/SwanHubX/SwanLab/pull/1480
• feat: add vendor lazy-loader, storage settings by @SAKURA-CAT in https://github.com/SwanHubX/SwanLab/pull/1482
• Feat/init by @SAKURA-CAT in https://github.com/SwanHubX/SwanLab/pull/1483
• Feat/callbacker by @SAKURA-CAT in https://github.com/SwanHubX/SwanLab/pull/1484
• Feat/webhook by @SAKURA-CAT in https://github.com/SwanHubX/SwanLab/pull/1485
• Feat/data by @SAKURA-CAT in https://github.com/SwanHubX/SwanLab/pull/1486
• fix: add generated proto pyi stubs and fix imports by @SAKURA-CAT in https://github.com/SwanHubX/SwanLab/pull/1487
• Feat/data context by @SAKURA-CAT in https://github.com/SwanHubX/SwanLab/pull/1488
• feat: move vendor package to swanlab/vendor by @SAKURA-CAT in https://github.com/SwanHubX/SwanLab/pull/1489
• Feat/data by @SAKURA-CAT in https://github.com/SwanHubX/SwanLab/pull/1490
• Feat/log by @SAKURA-CAT in https://github.com/SwanHubX/SwanLab/pull/1492
• Feat/callbacker by @SAKURA-CAT in https://github.com/SwanHubX/SwanLab/pull/1494
• Feat/finish by @SAKURA-CAT in https://github.com/SwanHubX/SwanLab/pull/1495
• Test/unit by @SAKURA-CAT in https://github.com/SwanHubX/SwanLab/pull/1496
• feat: add console.trace and switch session logging by @SAKURA-CAT in https://github.com/SwanHubX/SwanLab/pull/1497
• Feat/config by @SAKURA-CAT in https://github.com/SwanHubX/SwanLab/pull/1498
• Feat/docs by @SAKURA-CAT in https://github.com/SwanHubX/SwanLab/pull/1499
• Refactor/media by @SAKURA-CAT in https://github.com/SwanHubX/SwanLab/pull/1500
• Feat/media by @SAKURA-CAT in https://github.com/SwanHubX/SwanLab/pull/1501
• Feat/media by @SAKURA-CAT in https://github.com/SwanHubX/SwanLab/pull/1502
• fix: add SIGINT signal handler for reliable Ctrl+C experiment abort by @hhe48203-ctrl in https://github.com/SwanHubX/SwanLab/pull/1504
• Fix/finish by @SAKURA-CAT in https://github.com/SwanHubX/SwanLab/pull/1505
• Feat/run by @SAKURA-CAT in https://github.com/SwanHubX/SwanLab/pull/1506
• docs(readme): v0.7.12 by @Zeyi-Lin in https://github.com/SwanHubX/SwanLab/pull/1513
• docs(readme): pin baseline by @Zeyi-Lin in https://github.com/SwanHubX/SwanLab/pull/1519
• chore: rename SwanLabCallback to Callback by @SAKURA-CAT in https://github.com/SwanHubX/SwanLab/pull/1525
• Chore/settings by @SAKURA-CAT in https://github.com/SwanHubX/SwanLab/pull/1526
• feat/uploader thread split by @Nexisato in https://github.com/SwanHubX/SwanLab/pull/1523
• Feat/system by @SAKURA-CAT in https://github.com/SwanHubX/SwanLab/pull/1527
• feat: collect system metadata and requirements on start by @SAKURA-CAT in https://github.com/SwanHubX/SwanLab/pull/1528
• Feat/monitor by @SAKURA-CAT in https://github.com/SwanHubX/SwanLab/pull/1537
• feat: detect and handle forked child processes in Run by @SAKURA-CAT in https://github.com/SwanHubX/SwanLab/pull/1538
• feat: add AsyncTaskManager and async_log type/stub by @SAKURA-CAT in https://github.com/SwanHubX/SwanLab/pull/1539
• Feat/fmt error by @SAKURA-CAT in https://github.com/SwanHubX/SwanLab/pull/1540
• Chore/some misc by @SAKURA-CAT in https://github.com/SwanHubX/SwanLab/pull/1541
• feat: add cli skeleton by @Nexisato in https://github.com/SwanHubX/SwanLab/pull/1530
• fix: relogin judgement by @Nexisato in https://github.com/SwanHubX/SwanLab/pull/1542
• Feat/disabled by @SAKURA-CAT in https://github.com/SwanHubX/SwanLab/pull/1545
• feat: project-level login isolation (--local flag) by @SAKURA-CAT in https://github.com/SwanHubX/SwanLab/pull/1546
• refactor/core by @SAKURA-CAT in https://github.com/SwanHubX/SwanLab/pull/1549
• feat: refactor transporter by @Nexisato in https://github.com/SwanHubX/SwanLab/pull/1548
• refactor: Core 协议重构与 init 流程统一 by @SAKURA-CAT in https://github.com/SwanHubX/SwanLab/pull/1552
• feat: add retry limit for creating unique run dir by @SAKURA-CAT in https://github.com/SwanHubX/SwanLab/pull/1553
• refactor: CoreProtocol mode dispatch and CorePython lifecycle by @SAKURA-CAT in https://github.com/SwanHubX/SwanLab/pull/1555
• chore: console log lifecycle refactor and test improvements by @SAKURA-CAT in https://github.com/SwanHubX/SwanLab/pull/1556
• refactor: add pkg.fork module and refactor fork handling by @SAKURA-CAT in https://github.com/SwanHubX/SwanLab/pull/1557
• Feat/terminal proxy by @SAKURA-CAT in https://github.com/SwanHubX/SwanLab/pull/1560
• feat/core python api by @Nexisato in https://github.com/SwanHubX/SwanLab/pull/1561
• Feat/probe by @SAKURA-CAT in https://github.com/SwanHubX/SwanLab/pull/1563
• fix: remove incorrect Python 3.8 classifier inconsistent with requires-python>=3.9 by @kuishou68 in https://github.com/SwanHubX/SwanLab/pull/1566
• Fix/transport by @SAKURA-CAT in https://github.com/SwanHubX/SwanLab/pull/1567
• Feat/upload by @SAKURA-CAT in https://github.com/SwanHubX/SwanLab/pull/1568
• Feat/upload console by @SAKURA-CAT in https://github.com/SwanHubX/SwanLab/pull/1570
• feat: add SwanLab environment probe and integration by @SAKURA-CAT in https://github.com/SwanHubX/SwanLab/pull/1572
• Refactor/metrics proto by @SAKURA-CAT in https://github.com/SwanHubX/SwanLab/pull/1573
• feat: send stderr console on failed runs; add stream map by @SAKURA-CAT in https://github.com/SwanHubX/SwanLab/pull/1574
• refactor: rename ColumnType FLOAT→SCALAR, add ChartType & upload DTOs by @SAKURA-CAT in https://github.com/SwanHubX/SwanLab/pull/1575
• feat: refactor uploads, add column encoding & retry logging with test mocks by @SAKURA-CAT in https://github.com/SwanHubX/SwanLab/pull/1577
• feat: openapi refactor by @Nexisato in https://github.com/SwanHubX/SwanLab/pull/1562
• feat: add run greeting/farewell, run path & URL by @SAKURA-CAT in https://github.com/SwanHubX/SwanLab/pull/1579
• Rename 'cloud' mode to 'online' across codebase by @SAKURA-CAT in https://github.com/SwanHubX/SwanLab/pull/1580
• feat: return experiment name in StartResponse by @SAKURA-CAT in https://github.com/SwanHubX/SwanLab/pull/1581
• fix: replace ValueError with AuthenticationError in login by @SAKURA-CAT in https://github.com/SwanHubX/SwanLab/pull/1583
• Feat/cli-helper by @neyuki778 in https://github.com/SwanHubX/SwanLab/pull/1578
• feat: enforce media size/length limits in RecordBuilder by @SAKURA-CAT in https://github.com/SwanHubX/SwanLab/pull/1585
• feat: add swanlab skill by @Nexisato in https://github.com/SwanHubX/SwanLab/pull/1584
• feat: add ECharts transform and sklearn ML metric charts by @SAKURA-CAT in https://github.com/SwanHubX/SwanLab/pull/1586
• fix: python -m swanlab CLI entrypoint by @neyuki778 in https://github.com/SwanHubX/SwanLab/pull/1587
• feat: add Object3D and Molecule media transforms by @SAKURA-CAT in https://github.com/SwanHubX/SwanLab/pull/1588
• Add plot transform and deprecated wrappers by @SAKURA-CAT in https://github.com/SwanHubX/SwanLab/pull/1589
• feat: add swanlab.merge_callbacks API and callbacker tests by @SAKURA-CAT in https://github.com/SwanHubX/SwanLab/pull/1591
• Refactor CLI auth: move logic to cmd utils & pkg by @SAKURA-CAT in https://github.com/SwanHubX/SwanLab/pull/1593
• feat: add step deduplication for metrics and rename check_if_logged by @SAKURA-CAT in https://github.com/SwanHubX/SwanLab/pull/1595
• feat/integrations by @Nexisato in https://github.com/SwanHubX/SwanLab/pull/1601
• feat: resume by @SAKURA-CAT in https://github.com/SwanHubX/SwanLab/pull/1597
• feat/plugin by @Nexisato in https://github.com/SwanHubX/SwanLab/pull/1598
• feat: add build_resume_column and use in resume by @SAKURA-CAT in https://github.com/SwanHubX/SwanLab/pull/1602
• Fix/section name by @neyuki778 in https://github.com/SwanHubX/SwanLab/pull/1599
• feat: add Heartbeat support to CorePython by @SAKURA-CAT in https://github.com/SwanHubX/SwanLab/pull/1604
• chore: move record builder into core_python.pkg by @SAKURA-CAT in https://github.com/SwanHubX/SwanLab/pull/1605
• feat: add system monitor builder and init global step by @SAKURA-CAT in https://github.com/SwanHubX/SwanLab/pull/1606
• fix: update fancy-pypi-readme substitutions by @SAKURA-CAT in https://github.com/SwanHubX/SwanLab/pull/1607
• feat/save by @Nexisato in https://github.com/SwanHubX/SwanLab/pull/1590
• feat: update integrations by @Nexisato in https://github.com/SwanHubX/SwanLab/pull/1608
• refactor: consolidate environment and monitor settings into probe by @SAKURA-CAT in https://github.com/SwanHubX/SwanLab/pull/1611
• refactor: rename logdir to log_dir with backward compatibility by @SAKURA-CAT in https://github.com/SwanHubX/SwanLab/pull/1612
• fix: normalize CLI options to use hyphens by @SAKURA-CAT in https://github.com/SwanHubX/SwanLab/pull/1614
• refactor: rename proto packages and terminal/console concepts by @SAKURA-CAT in https://github.com/SwanHubX/SwanLab/pull/1615
• refactor: define number in core_settings by @Nexisato in https://github.com/SwanHubX/SwanLab/pull/1609
• refactor(core): introduce CoreContext, settings proto fields and new gRPC APIs by @SAKURA-CAT in https://github.com/SwanHubX/SwanLab/pull/1617
• feat/integration last by @Nexisato in https://github.com/SwanHubX/SwanLab/pull/1616
• feat: add PyPI publish workflow by @SAKURA-CAT in https://github.com/SwanHubX/SwanLab/pull/1621
• fix: update protobuf requirement to >=6.31.1 by @SAKURA-CAT in https://github.com/SwanHubX/SwanLab/pull/1622
• Fix/save batch split by @neyuki778 in https://github.com/SwanHubX/SwanLab/pull/1623
• feat/converter by @Nexisato in https://github.com/SwanHubX/SwanLab/pull/1620
• chore: misc improvements to greeting, experiment names and login output by @SAKURA-CAT in https://github.com/SwanHubX/SwanLab/pull/1625
• feat: add mode CLI and hierarchical config sources by @SAKURA-CAT in https://github.com/SwanHubX/SwanLab/pull/1626
• chore/const by @SAKURA-CAT in https://github.com/SwanHubX/SwanLab/pull/1628
• revert: add --tb-log-dir and deprecate --tb-logdir by @SAKURA-CAT in https://github.com/SwanHubX/SwanLab/pull/1629
• feat/openapi enhancer by @Nexisato in https://github.com/SwanHubX/SwanLab/pull/1627
• feat: support custom and truncated run directory names by @SAKURA-CAT in https://github.com/SwanHubX/SwanLab/pull/1632
• feat: support finish call multiple times by @Nexisato in https://github.com/SwanHubX/SwanLab/pull/1635
• refactor: move online run params into CoreContext and defer Transport sender creation by @SAKURA-CAT in https://github.com/SwanHubX/SwanLab/pull/1637
• docs: readme v2.7.5 by @Zeyi-Lin in https://github.com/SwanHubX/SwanLab/pull/1638
• feat: add sync flow with initial test coverage by @SAKURA-CAT in https://github.com/SwanHubX/SwanLab/pull/1640
• chore: switch from pyright to basedpyright and add type-check CI by @SAKURA-CAT in https://github.com/SwanHubX/SwanLab/pull/1641
• chore: add sync edge case tests and fix column upload overlap by @SAKURA-CAT in https://github.com/SwanHubX/SwanLab/pull/1642
• refactor: bump DataStore header version to 2 and improve sync error message by @SAKURA-CAT in https://github.com/SwanHubX/SwanLab/pull/1644
• fix(utils): ensure generate_id always contains at least one lowercase letter by @milestone-17 in https://github.com/SwanHubX/SwanLab/pull/1633
• feat: add accelerator vendor support and process memory metrics by @SAKURA-CAT in https://github.com/SwanHubX/SwanLab/pull/1645
• Fix/remove deps by @Nexisato in https://github.com/SwanHubX/SwanLab/pull/1646
• feat: enhance probe diagnostics and metadata handling by @SAKURA-CAT in https://github.com/SwanHubX/SwanLab/pull/1647
• fix: refactor NVML import to lazy vendor pattern; cache hwmon paths; clean up by @SAKURA-CAT in https://github.com/SwanHubX/SwanLab/pull/1649
• feat: add multi-vendor accelerator support and hardware diagnostics CLI by @SAKURA-CAT in https://github.com/SwanHubX/SwanLab/pull/1648
• refactor: restructure callbacker protocol and relocate deprecated modules by @SAKURA-CAT in https://github.com/SwanHubX/SwanLab/pull/1650
• chore(ci): add ruff lint check to PR workflow by @SAKURA-CAT in https://github.com/SwanHubX/SwanLab/pull/1651
• feat: progress by @Nexisato in https://github.com/SwanHubX/SwanLab/pull/1639
• fix: initialize _global_step to -1 for correct first step value by @SAKURA-CAT in https://github.com/SwanHubX/SwanLab/pull/1653
• test: add offline mode auto-step starts-from-zero assertion by @SAKURA-CAT in https://github.com/SwanHubX/SwanLab/pull/1654
• Fix/validate run save params by @neyuki778 in https://github.com/SwanHubX/SwanLab/pull/1630
• feat: add parallel execution support with shared run directory naming by @SAKURA-CAT in https://github.com/SwanHubX/SwanLab/pull/1655
• refactor: consolidate config and env records into SaveRecord with SaveType by @SAKURA-CAT in https://github.com/SwanHubX/SwanLab/pull/1656
• feat/openapi compatible by @Nexisato in https://github.com/SwanHubX/SwanLab/pull/1660
• feat: csv_writer plugin by @Nexisato in https://github.com/SwanHubX/SwanLab/pull/1661
• feat: sync wandb/tensorboard/mlflow by @Nexisato in https://github.com/SwanHubX/SwanLab/pull/1658
• fix: safe thread executor by @Nexisato in https://github.com/SwanHubX/SwanLab/pull/1659
• fix: hide fsync by @Nexisato in https://github.com/SwanHubX/SwanLab/pull/1664
• docs(readme): compatible new docs link by @Zeyi-Lin in https://github.com/SwanHubX/SwanLab/pull/1665
• Feat/auto research skill by @Nexisato in https://github.com/SwanHubX/SwanLab/pull/1666
• chore: trigger PR checks on dependency changes by @SAKURA-CAT in https://github.com/SwanHubX/SwanLab/pull/1671
• fix: relax rich version upper bound by @FED4 in https://github.com/SwanHubX/SwanLab/pull/1669
• feat/version 0.8.0 by @Nexisato in https://github.com/SwanHubX/SwanLab/pull/1670

New Contributors

• @hhe48203-ctrl made their first contribution in https://github.com/SwanHubX/SwanLab/pull/1504
• @kuishou68 made their first contribution in https://github.com/SwanHubX/SwanLab/pull/1566
• @neyuki778 made their first contribution in https://github.com/SwanHubX/SwanLab/pull/1578
• @milestone-17 made their first contribution in https://github.com/SwanHubX/SwanLab/pull/1633
• @FED4 made their first contribution in https://github.com/SwanHubX/SwanLab/pull/1669

Full Changelog: https://github.com/SwanHubX/SwanLab/compare/v0.7.10...v0.8.0