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lines changed Original file line number Diff line number Diff line change 1+ name : Tests
2+
3+ on :
4+ - push
5+ - pull_request
6+
7+ jobs :
8+ test :
9+ runs-on : ${{ matrix.os }}
10+ strategy :
11+ matrix :
12+ os : [ubuntu-latest]
13+ python-version : ['3.10']
14+
15+ steps :
16+ - uses : actions/checkout@v2
17+ - name : Set up Python ${{ matrix.python-version }}
18+ uses : actions/setup-python@v2
19+ with :
20+ python-version : ${{ matrix.python-version }}
21+ - name : Install dependencies
22+ run : |
23+ python -m pip install --upgrade pip
24+ pip install tox tox-gh-actions
25+ - name : Test with tox
26+ run : tox
Original file line number Diff line number Diff line change @@ -6,4 +6,7 @@ TPOT2.egg-info
66* .json
77joblib /
88cache_folder /
9- dask-worker-space /
9+ dask-worker-space /
10+ .tox /
11+ * .egg-info /
12+ .coverage
Original file line number Diff line number Diff line change 11# TPOT2 ALPHA
22
3+ ![ Tests] ( https://github.com/jay-m-dev/tpot2/actions/workflows/tests.yml/badge.svg )
4+
35TPOT2 is a rewrite of TPOT with some additional functionality. Notably, we added support for graph-based pipelines and additional parameters to better specify the desired search space.
46TPOT2 is currently in Alpha. This means that there will likely be some backwards incompatible changes to the API as we develop. Some implemented features may be buggy. There is a list of known issues written at the bottom of this README. Some features have placeholder names or are listed as "Experimental" in the doc string. These are features that may not be fully implemented and may or may work with all other features.
57
Original file line number Diff line number Diff line change 1+ [build-system ]
2+ requires = [" setuptools" , " wheel" ]
3+ build-backend = " setuptools.build_meta"
4+
5+ [tool .pytest .ini_options ]
6+ addopts = " --cov=tpot2"
7+ testpaths = [
8+ " tpot2/tests" ,
9+ ]
10+
11+ [tool .mypy ]
12+ mypy_path = " tpot2"
13+ check_untyped_defs = true
14+ disallow_any_generics = true
15+ ignore_missing_imports = true
16+ no_implicit_optional = true
17+ show_error_codes = true
18+ strict_equality = true
19+ warn_redundant_casts = true
20+ warn_return_any = true
21+ warn_unreachable = true
22+ warn_unused_configs = true
23+ no_implicit_reexport = true
Original file line number Diff line number Diff line change 1+ flake8==6.0.0
2+ tox==4.4.12
3+ pytest==7.3.0
4+ pytest-cov==4.0.0
5+ mypy==1.2.0
Original file line number Diff line number Diff line change 1+ [options.extras_require]
2+ testing =
3+ pytest>=6.0
4+ pytest-cov>=2.0
5+ mypy>=0.910
6+ flake8>=3.9
7+ tox>=3.24
8+
9+ [options.package_data]
10+ tpot2 = py.typed
11+
12+ [flake8]
13+ max-line-length = 120
Original file line number Diff line number Diff line change 1+ [tox]
2+ minversion = 3.28.0
3+ # flake8 and mypy outputs severla errors, so we disable them for now
4+ # envlist = py310, flake8, mypy
5+ envlist = py310
6+ isolated_build = true
7+
8+ [gh-actions]
9+ python =
10+ 3.10: py310
11+ # 3.10: py310, flake8, mypy
12+
13+ [testenv]
14+ setenv =
15+ PYTHONPATH = {toxinidir}
16+ deps =
17+ -r{toxinidir}/requirements_dev.txt
18+ commands =
19+ pytest --basetemp ={envtmpdir}
20+
21+ [testenv:flake8]
22+ basepython = python3.10
23+ deps = flake8
24+ commands = flake8 tpot2
25+
26+ [testenv:mypy]
27+ basepython = python3.10
28+ deps =
29+ -r{toxinidir}/requirements_dev.txt
30+ commands = mypy tpot2
Original file line number Diff line number Diff line change 1+ import pytest
2+ import sys
3+
4+
5+ @pytest .fixture
6+ def capture_stdout (monkeypatch ):
7+ buffer = {"stdout" : "" , "write_calls" : 0 }
8+
9+ def fake_write (s ):
10+ buffer ["stdout" ] += s
11+ buffer ["write_calls" ] += 1
12+
13+ monkeypatch .setattr (sys .stdout , "write" , fake_write )
14+ return buffer
Original file line number Diff line number Diff line change 1+ """
2+ Test hello world.
3+ Notes:
4+ parameterizing the test_input and expected values allows tests continue running even if one fails.
5+ xfail marks a test as expected to fail. This is useful for tests that are not yet implemented.
6+ fixtures are used to setup and teardown tests. They are useful for tests that require a lot of setup.
7+ We can implement fixtures if we need them.
8+ """
9+
10+ import pytest
11+
12+
13+ @pytest .mark .parametrize ("test_input,expected" , [
14+ ("Hello World" , "Hello World" ),
15+ ])
16+ def test_hello_world (test_input , expected ):
17+ assert test_input is expected
18+
19+
20+ @pytest .mark .xfail (reason = "Not yet implemented" )
21+ def test_divide_by_zero ():
22+ assert 1 / 0 == 1
23+
24+
25+ def test_print (capture_stdout ):
26+ print ("Hello World" )
27+ assert capture_stdout ["stdout" ] == "Hello World\n "
Original file line number Diff line number Diff line change 11# Test all nodes have all dictionaries
22import pytest
3- import tpot2 .GraphSklearn as GraphSklearn
3+ import tpot2 .graphsklearn as GraphSklearn
44
55
6+ @pytest .mark .skip (reason = "Not yet implemented" )
67def test_BaseNode_static_methods ():
78 n1 = GraphSklearn .BaseNode ()
89 n2 = GraphSklearn .BaseNode ()
@@ -93,6 +94,7 @@ def test_BaseNode_static_methods():
9394 assert this_node in other_node .node_set
9495
9596
97+ @pytest .mark .skip (reason = "Not yet implemented" )
9698def test_BaseNode_static_crossover_methods ():
9799 n1 = GraphSklearn .BaseNode ()
98100 n2 = GraphSklearn .BaseNode ()
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