Dev/rebuild sandbox

[BeachWang]

1. Separation of sanbox and data processing parameters;
2. pipeline is automatically executed according to the configuration file list sequence.
3. The parsing of job parameters is adjusted to the execution before job execution, and the refine of recipes is supported for use in the current round;
4. Since Ksigma used to store all init parameters, it cannot be used as the DJ parameter file. Instead, only the parameters in the configuration file with a low value are stored.

Minor:

1. The subconfiguration file parsing function prepare_side_configs in data_juicer/config/config.py, this part of the function may be repeated with gece's parameter reconfiguration;
2. The HPO part of the sandbox is not modified. It needs to be checked for correctness.

[drcege]

TODO:

• More discussions on major refactoring
• Align with the concepts in the paper
• Correct minor errors (e.g., hooker -> hook, analyzer/analyser)

[yxdyc]

LGTM