[FI-60] Unit and Integration tests improvement

[technocreep]

TO DO:

• [x] optimise requirements so the framework could be installed from github directly without any dependancy issues to Colab
• [x] check unit-test of point_cloud.py
• [ ] check unit-test of fedot_automl_evaluation_strategy.py
• [ ] check unit-test of kernel_ensemble.py
• [ ] cover data_convertor.py
• [ ] more cover main.py
• [ ] cover whole nn-models directory

[pep8speaks]

Thanks for update, @technocreep!

• In the file examples/automl_example/api_example/computer_vision/image_classification/mnist_lora_example.py:

Line 199:121: E501 line too long (200 > 120 characters)

• In the file fedot_ind/api/main.py:

Line 489:17: F541 f-string is missing placeholders Line 491:17: F541 f-string is missing placeholders

• In the file fedot_ind/api/utils/industrial_strategy.py:

Line 132:30: F541 f-string is missing placeholders

• In the file fedot_ind/core/models/nn/network_impl/explainable_convolution_model.py:

Line 4:1: F403 'from fastai.callback.hook import *' used; unable to detect undefined names Line 133:14: F405 'hook_outputs' may be undefined, or defined from star imports: fastai.callback.hook Line 134:18: F405 'hook_outputs' may be undefined, or defined from star imports: fastai.callback.hook

• In the file fedot_ind/core/models/nn/network_modules/layers/pooling_layers.py:

Line 4:1: F403 'from fastai.layers import *' used; unable to detect undefined names Line 103:21: F405 'AdaptiveConcatPool1d' may be undefined, or defined from star imports: fastai.layers Line 155:40: F405 'LinBnDrop' may be undefined, or defined from star imports: fastai.layers

• In the file fedot_ind/core/models/nn/network_modules/losses.py:

Line 196:5: E704 multiple statements on one line (def) Line 318:9: F901 'raise NotImplemented' should be 'raise NotImplementedError'

• In the file fedot_ind/core/models/ts_forecasting/ssa_forecaster.py:

Line 89:121: E501 line too long (128 > 120 characters)

• In the file fedot_ind/core/repository/constanst_repository.py:

Line 17:121: E501 line too long (121 > 120 characters) Line 253:121: E501 line too long (126 > 120 characters)

• In the file tests/unit/core/architecture/settings/test_pipeline_factory.py:

Line 1:121: E501 line too long (137 > 120 characters)

• In the file tests/unit/core/models/test_losses.py:

Line 3:121: E501 line too long (191 > 120 characters)

• In the file tests/unit/tools/test_load_data.py:

Line 48:1: F811 redefinition of unused 'test_load_univariate_data' from line 33

Comment last updated at 2024-06-20 12:54:52 UTC

[codecov[bot]]

Codecov Report

Attention: Patch coverage is 77.12766% with 43 lines in your changes missing coverage. Please review.

Project coverage is 64.55%. Comparing base (d5ff39d) to head (1953c15). Report is 7 commits behind head on main.

Files with missing lines	Patch %	Lines
fedot_ind/core/models/nn/network_impl/tst.py	18.18%	9 Missing :warning:
fedot_ind/tools/synthetic/ts_generator.py	0.00%	8 Missing :warning:
fedot_ind/api/utils/industrial_strategy.py	86.20%	4 Missing :warning:
...dot_ind/core/models/automl/fedot_implementation.py	50.00%	3 Missing :warning:
fedot_ind/tools/example_utils.py	85.71%	3 Missing :warning:
...rchitecture/postprocessing/optimisation_history.py	0.00%	2 Missing :warning:
.../core/architecture/preprocessing/data_convertor.py	71.42%	2 Missing :warning:
...re/models/nn/network_modules/layers/conv_layers.py	50.00%	2 Missing :warning:
fedot_ind/core/models/nn/network_modules/other.py	50.00%	2 Missing :warning:
..._ind/core/operation/IndustrialCachableOperation.py	0.00%	2 Missing :warning:
... and 6 more

Additional details and impacted files

```diff @@ Coverage Diff @@ ## main #145 +/- ## =========================================== + Coverage 48.91% 64.55% +15.64% =========================================== Files 109 106 -3 Lines 11116 11026 -90 =========================================== + Hits 5437 7118 +1681 + Misses 5679 3908 -1771 ``` | [Flag](https://app.codecov.io/gh/aimclub/Fedot.Industrial/pull/145/flags?src=pr&el=flags&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=aimclub) | Coverage Δ | | |---|---|---| | [unittests](https://app.codecov.io/gh/aimclub/Fedot.Industrial/pull/145/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=aimclub) | `64.55% <77.12%> (+15.64%)` | :arrow_up: | Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=aimclub#carryforward-flags-in-the-pull-request-comment) to find out more.

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[notion-workspace[bot]]

🧪 unit-Тесты