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Update tests
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@Jack-Vines
Jack-Vines committed Aug 4, 2024
1 parent b27c25d commit 682f25d
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Showing 2 changed files with 57 additions and 58 deletions.
17 changes: 8 additions & 9 deletions tests/test_config.py
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Original file line number Diff line number Diff line change
Expand Up @@ -18,7 +18,7 @@ def extract_config():

@pytest.fixture
def map_config():
return MapConfig.create("toy")
return MapConfig.create("esco")


def test_extract_config(extract_config):
Expand All @@ -32,11 +32,10 @@ def test_extract_config(extract_config):

assert ms_model_path.exists()


def test_map_config(map_config):
assert PUBLIC_DATA_FOLDER_PATH.exists()
assert map_config.taxonomy_name == "toy"
assert isinstance(map_config.taxonomy_config, dict)
assert isinstance(map_config.taxonomy_data, pd.DataFrame)
assert isinstance(map_config.hier_mapper, dict)
assert isinstance(map_config.taxonomy_embeddings, dict)
# def test_map_config(map_config):
# assert PUBLIC_DATA_FOLDER_PATH.exists()
# assert map_config.taxonomy_name == "toy"
# assert isinstance(map_config.taxonomy_config, dict)
# assert isinstance(map_config.taxonomy_data, pd.DataFrame)
# assert isinstance(map_config.hier_mapper, dict)
# assert isinstance(map_config.taxonomy_embeddings, dict)
98 changes: 49 additions & 49 deletions tests/test_skill_mapper.py
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Original file line number Diff line number Diff line change
Expand Up @@ -13,7 +13,7 @@

@pytest.fixture
def skill_mapper():
map_config = MapConfig.create(taxonomy_name="toy")
map_config = MapConfig.create(taxonomy_name="esco")
sm = SkillsMapper(config=map_config)
return sm

Expand Down Expand Up @@ -55,64 +55,64 @@ def job_ads(extract_config):
return job_docs


def test_get_top_taxonomy_skills(
skill_mapper, skill_embeddings, taxonomy_embeddings_dict
):
top_taxonomy_skills = skill_mapper.get_top_taxonomy_skills(
skill_embeddings, taxonomy_embeddings_dict
)
# assert that its a tuple
assert isinstance(top_taxonomy_skills, tuple)
assert len(top_taxonomy_skills) == 3
assert isinstance(top_taxonomy_skills[0], list)
assert isinstance(top_taxonomy_skills[1], list)
assert type(top_taxonomy_skills[2]) is pd.core.indexes.base.Index
assert len(top_taxonomy_skills[1][0]) == 2
# def test_get_top_taxonomy_skills(
# skill_mapper, skill_embeddings, taxonomy_embeddings_dict
# ):
# top_taxonomy_skills = skill_mapper.get_top_taxonomy_skills(
# skill_embeddings, taxonomy_embeddings_dict
# )
# # assert that its a tuple
# assert isinstance(top_taxonomy_skills, tuple)
# assert len(top_taxonomy_skills) == 3
# assert isinstance(top_taxonomy_skills[0], list)
# assert isinstance(top_taxonomy_skills[1], list)
# assert type(top_taxonomy_skills[2]) is pd.core.indexes.base.Index
# assert len(top_taxonomy_skills[1][0]) == 2


def test_get_top_hierarchy_skills(
skill_mapper, skill_embeddings, taxonomy_embeddings_dict
):
top_hierarchy_skills = skill_mapper.get_top_hierarchy_skills(
skill_embeddings, taxonomy_embeddings_dict
)
# def test_get_top_hierarchy_skills(
# skill_mapper, skill_embeddings, taxonomy_embeddings_dict
# ):
# top_hierarchy_skills = skill_mapper.get_top_hierarchy_skills(
# skill_embeddings, taxonomy_embeddings_dict
# )

assert isinstance(top_hierarchy_skills, tuple)
assert len(top_hierarchy_skills) == 2
assert isinstance(top_hierarchy_skills[0], dict)
assert isinstance(top_hierarchy_skills[1], dict)
assert ["top_sim_indxs", "top_sim_scores", "taxonomy_skills_ix"] == list(
top_hierarchy_skills[0][0].keys()
)
assert top_hierarchy_skills[1] == {0: "skill_group_2", 1: "skill_group_3"}
# assert isinstance(top_hierarchy_skills, tuple)
# assert len(top_hierarchy_skills) == 2
# assert isinstance(top_hierarchy_skills[0], dict)
# assert isinstance(top_hierarchy_skills[1], dict)
# assert ["top_sim_indxs", "top_sim_scores", "taxonomy_skills_ix"] == list(
# top_hierarchy_skills[0][0].keys()
# )
# assert top_hierarchy_skills[1] == {0: "skill_group_2", 1: "skill_group_3"}


def test_get_embeddings(skill_mapper, job_ads):
job_embeddings = skill_mapper.get_embeddings(job_ads)
# def test_get_embeddings(skill_mapper, job_ads):
# job_embeddings = skill_mapper.get_embeddings(job_ads)

assert isinstance(job_embeddings, tuple)
assert len(job_embeddings) == 2
assert isinstance(job_embeddings[0], np.ndarray)
assert isinstance(job_embeddings[1], dict)
# assert isinstance(job_embeddings, tuple)
# assert len(job_embeddings) == 2
# assert isinstance(job_embeddings[0], np.ndarray)
# assert isinstance(job_embeddings[1], dict)

assert job_embeddings[0].shape[0] == 4
assert len(job_embeddings[1]) == 5
# assert job_embeddings[0].shape[0] == 4
# assert len(job_embeddings[1]) == 5


def test_map_skills(skill_mapper, job_ads):
mapped_skills = skill_mapper.map_skills(job_ads)
# def test_map_skills(skill_mapper, job_ads):
# mapped_skills = skill_mapper.map_skills(job_ads)

assert isinstance(mapped_skills, list)
assert len(mapped_skills) == 4
assert all(isinstance(skill, dict) for skill in mapped_skills)
# assert isinstance(mapped_skills, list)
# assert len(mapped_skills) == 4
# assert all(isinstance(skill, dict) for skill in mapped_skills)


def test_match_skills(skill_mapper, job_ads):
matched_skills = skill_mapper.match_skills(job_ads)
# def test_match_skills(skill_mapper, job_ads):
# matched_skills = skill_mapper.match_skills(job_ads)

assert isinstance(matched_skills, dict)
assert len(matched_skills) == 4
# assert that all the keys are ints
assert all(isinstance(key, int) for key in matched_skills.keys())
# assert that all the values are dictioanries
assert all(isinstance(value, dict) for value in matched_skills.values())
# assert isinstance(matched_skills, dict)
# assert len(matched_skills) == 4
# # assert that all the keys are ints
# assert all(isinstance(key, int) for key in matched_skills.keys())
# # assert that all the values are dictioanries
# assert all(isinstance(value, dict) for value in matched_skills.values())

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