[DOP-18570] Implement SparkMetricsRecorder

[dolfinus]

Change Summary

• Implement SparkListener which captures events for object chain execution -> job -> stage -> task. It also records raw metrics for tasks, stages and executions od metric values.
• Implement SparkMetricsCollector which converts raw metrics to a set of models with human-readable representation of metric values.
• Add unit tests for metric classes.
• Add integration tests for all classes and methods which may read or write dataframe. Tests are a bit flaky, as metrics sometimes appear long after execution was finished.

DBWriter and FileDFWriter will be modified in a separated PR: #303

Related issue number

Checklist

• Commit message and PR title is comprehensive
• Keep the change as small as possible
• Unit and integration tests for the changes exist
• Tests pass on CI and coverage does not decrease
• Documentation reflects the changes where applicable
• docs/changelog/next_release/<pull request or issue id>.<change type>.rst file added describing change
  (see CONTRIBUTING.rst for details.)
• My PR is ready to review.

[codecov]

Codecov Report

Attention: Patch coverage is 96.47436% with 22 lines in your changes missing coverage. Please review.

Project coverage is 94.96%. Comparing base (c4a9cb8) to head (8b5c8b0).
Report is 58 commits behind head on develop.

Files with missing lines	Patch %	Lines
onetl/_metrics/listener/stage.py	86.95%	3 Missing and 3 partials ⚠️
onetl/_metrics/listener/execution.py	92.53%	4 Missing and 1 partial ⚠️
onetl/_metrics/listener/job.py	93.10%	3 Missing and 1 partial ⚠️
onetl/_metrics/listener/listener.py	96.38%	1 Missing and 2 partials ⚠️
onetl/_metrics/listener/task.py	96.07%	2 Missing ⚠️
onetl/_metrics/driver.py	95.65%	0 Missing and 1 partial ⚠️
onetl/_metrics/listener/base.py	97.29%	1 Missing ⚠️

Additional details and impacted files

@@             Coverage Diff             @@
##           develop     #302      +/-   ##
===========================================
+ Coverage    94.84%   94.96%   +0.12%     
===========================================
  Files          210      225      +15     
  Lines         8200     8823     +623     
  Branches      1413     1507      +94     
===========================================
+ Hits          7777     8379     +602     
- Misses         299      312      +13     
- Partials       124      132       +8     

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