Add clearml-agent 1.4.0 & clearml SDK 1.7.1 release notes (#341)

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pollfly 2022-10-02 10:43:55 +03:00 committed by GitHub
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title: Version 1.4
---
### ClearML Agent 1.4.0
**New Features and Improvements**
* Add support for MIG devices (use `0:1` for GPU 0 slice 1, or use 0.1)
* Add `agent.enable_git_ask_pass` to improve passing user/pass to git commands
* Add docker `ssh_ro_folder` (default `/.ssh`) and changed docker `ssh_folder `(default: `~/.ssh`)
* Allow overriding pytorch lookup page (See `torch_page`, `torch_nightly_page` and `torch_url_template_prefix` under the
`agent.package_manager` configuration settings)
* Add support for abort callback registration
* K8s glue
* Add `CLEARML_K8S_GLUE_START_AGENT_SCRIPT_PATH` environment variable to allow customizing the agent startup script location
* Add debug environment variable `CLEARML_AGENT_DEBUG_INFO`
* Add `CLEARML_AGENT_CHILD_AGENTS_COUNT_CMD` environment variable to allow overriding child agent count command in k8s
* Refactor template handling
**Bug Fixes**
* Fix Python 3.10+ support
* Fix `use_credentials_chain` is missing in config file example
* Fix Git PAT messages
* Fix home folder in `clearml.conf` to ~ (instead of `/root`)
* Fix docker mode uses `~/.clearml/venvs-builds` as default for easier user-mode containers
* Fix package `@ file://` with quoted (URL style) links should not be ignored
* Fix name not escaped as regex (all services "get_all" use regex for name)
* Fix second .ssh temp mount fails if container changes the files inside
* Fix GCP load balancer does not forward GET request body (allow changing default request action to `PUT/POST/GET`. See
`api.http.default_method` or `CLEARML_API_DEFAULT_REQ_METHOD`)
* K8s glue
* Fix resolving k8s pending queue may cause a queue with a UUID name to be created
* Fix template namespace should override default namespace
* Fix `extra_bash_init_cmd` location in initial bash script
* Fix debug mode
* Fixed documentation [ClearML Agent PR #117](https://github.com/allegroai/clearml-agent/pull/117)
### ClearML SDK 1.4.1
**Bug Fixes**

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* Fix can't dequeue experiments from deleted queue.
* Fix UI Dataset content previews displays "No preview" message while previews are loading
### ClearML SDK 1.7.1
**New Features and Improvements**
* Add callback option for pipeline step retry
**Bug Fixes**
* Fix Python Fire binding
* Fix Dataset failing to load helper packages should not crash
* Fix `Dataset.get_local_copy()` is allowed for a non-finalized dataset
* Fix `Task.upload_artifact()` does not upload empty lists/tuples
* Fix pipeline retry mechanism interface
* Fix Python <3.5 compatibility
* Fix local cache warning (should be a debug message)
### ClearML SDK 1.7.0
**New Features and Improvements**