Manytasks

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2023.1.28

- [x] Better support for arg reference
- [x] Support for time cost
- [ ] Better support for passing (non-key) arguments

**2022.8.24**, Small changes.
- [x] Remove support for python script.
- [x] Use `$<?>` as a value to denote set a `--flag` or not.

**2022.8.12**, Small changes, new release `2.0`.

- [x] Better `README`.

**2022.7.3**, Big changes, release `2.0.alpha`.

- [x] Support for magic expression in config expansion such as `$<1:10:2>` and `$<a|b|c>`.
- [x] Support for easier combination of magic expressions, such as `$<a|b|c>.$<1:10:2>`.
- [x] Make arg reference more readable, change `[-a:1:4:]` to `${-a[1:4]}`.
- [x] Support for passing an argument (or not) to set (or not) a flag.
- [x] Support for multi-gpus per task.
- [x] Re-organize `README`.

**2021.11.8**, Small changes.

- [x] Code refactoring, bugfix, more examples.
- [x] Better support for arg reference (substring, key-based reference).

**2021.10.3**, Big changes. Code refactoring, the architecture changes a lot.

- [x] Better support for log extraction with `yaml` rule file.
- [x] Better support for log analysis with `extract()` from `manytasks.log_extractor`.
- [x] Remove support for extracting results with python scripts.


**2021.9.26**, Big changes.

- [x] Code refactoring.
- [x] Add support for setting timeout for each task.
- [x] Add support for arg reference.
- [x] Add support for showing PID of a task.

**2021.9.13**, Small changes.

- [x] Add support for specifying an output directory.
- [x] Add better support for log analysis.

**2021.6.20**, Big changes.

- [x] Deprecate support for WebUI.
- [x] Add support for resuming from the last running status.
- [x] Add support for factor analysis.

**2021.5.26**, Small changes.

- [x] Add support for yaml rule & Deprecate support for json rule (regex in json is not readable)

**2021.3.16**, Small changes.

- [x] Support for JSON rule.
- [x] Beautify the command line output.

**2021.2.18**, Big changes.

- [x] Support Non-key arguments
- [x] Support for setting latency between two tasks (sometimes task-2 may reuse the cached data generated by task-1, so it is a good idea to let task-2 wait for a few seconds)
- [x] Remove the arg `runnable` and merge it into `executor`
- [x] Support for result extraction

2020.12.12

- [x] Colorize the CLI tools
- [x] Disable the web UI by default
- [x] Support for configuration with python script
- [x] Support for init a config
- [x] Support for showing the results

2019.12.11

- [x] Use `.hjson` (<https://hjson.org/>) instead of `.json` for configuration, since `.hjson` is more human-readable which allows comments and missing/trailing commas
- [x] Ask the user for overriding existing logs
- [x] Beautify the CLI tools

2019.1.1

- [x] Enumerate different configurations
- [x] Specify which GPU card to use
- [x] Specify the number of processes
- [x] Web UI support
- [x] Show the last 100 lines of logs
- [x] Show the GPU overload

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