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Add tests for update_undocumented_columns_with_prior_knowledge
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Original file line number | Diff line number | Diff line change |
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import re | ||
from typing import Any, Dict | ||
|
||
ColumnLevelKnowledge = Dict[str, Any] | ||
Knowledge = Dict[str, ColumnLevelKnowledge] | ||
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||
|
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def get_prior_knowledge( | ||
knowledge: Knowledge, | ||
column: str, | ||
) -> ColumnLevelKnowledge: | ||
camel_column = re.sub("_(.)", lambda m: m.group(1).upper(), column) | ||
prior_knowledge_candidates = list( | ||
filter( | ||
lambda k: k, | ||
[ | ||
knowledge.get(column), | ||
knowledge.get(column.lower()), | ||
knowledge.get(camel_column), | ||
], | ||
) | ||
) | ||
sorted_prior_knowledge_candidates_sources = sorted( | ||
[k for k in prior_knowledge_candidates if k["progenitor"].startswith("source")], | ||
key=lambda k: k["generation"], | ||
reverse=True, | ||
) | ||
sorted_prior_knowledge_candidates_models = sorted( | ||
[k for k in prior_knowledge_candidates if k["progenitor"].startswith("model")], | ||
key=lambda k: k["generation"], | ||
reverse=True, | ||
) | ||
sorted_prior_knowledge_candidates = ( | ||
sorted_prior_knowledge_candidates_sources + sorted_prior_knowledge_candidates_models | ||
) | ||
prior_knowledge = ( | ||
sorted_prior_knowledge_candidates[0] if sorted_prior_knowledge_candidates else {} | ||
) | ||
return prior_knowledge |
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