def display_column_evrs_as_section(
evrs,
column,
include_styling=True,
return_without_displaying=False,
):
"""
Display validation results for a single column as a section.
WARNING: This method is experimental.
"""
#TODO: replace this with a generic utility function, preferably a method on an ExpectationSuite class
column_evr_list = [
e for e in evrs.results if "column" in e.expectation_config.kwargs
and e.expectation_config.kwargs["column"] == column
]
#TODO: Handle the case where zero evrs match the column name
document = ValidationResultsColumnSectionRenderer().render(
column_evr_list).to_json_dict()
view = DefaultJinjaSectionView().render({
"section": document,
"section_loop": {
"index": 1
},
})
return _render_for_jupyter(
view,
include_styling,
return_without_displaying,
)
def display_profiled_column_evrs_as_section(
evrs,
column,
include_styling=True,
return_without_displaying=False,
):
"""This is a utility function to render all of the EVRs in an ExpectationSuite with the same column name as an HTML block.
By default, the HTML block is rendered using ExpectationSuiteColumnSectionRenderer and the view is rendered using DefaultJinjaSectionView.
Therefore, it should look exactly the same as the default renderer for build_docs.
Example usage:
display_column_evrs_as_section(exp, "my_column")
WARNING: This method is experimental.
"""
# TODO: replace this with a generic utility function, preferably a method on an ExpectationSuite class
column_evr_list = [
e
for e in evrs.results
if "column" in e.expectation_config.kwargs
and e.expectation_config.kwargs["column"] == column
]
# TODO: Handle the case where zero evrs match the column name
document = (
ProfilingResultsColumnSectionRenderer().render(column_evr_list).to_json_dict()
)
view = DefaultJinjaSectionView().render(
{
"section": document,
"section_loop": {"index": 1},
}
)
return _render_for_jupyter(
view,
include_styling,
return_without_displaying,
)
def display_column_expectations_as_section(
expectation_suite,
column,
include_styling=True,
return_without_displaying=False,
):
"""This is a utility function to render all of the Expectations in an ExpectationSuite with the same column name as an HTML block.
By default, the HTML block is rendered using ExpectationSuiteColumnSectionRenderer and the view is rendered using DefaultJinjaSectionView.
Therefore, it should look exactly the same as the default renderer for build_docs.
Example usage:
exp = context.get_expectation_suite("notable_works_by_charles_dickens", "BasicDatasetProfiler")
display_column_expectations_as_section(exp, "Type")
"""
#TODO: replace this with a generic utility function, preferably a method on an ExpectationSuite class
column_expectation_list = [
e for e in expectation_suite.expectations
if "column" in e.kwargs and e.kwargs["column"] == column
]
#TODO: Handle the case where zero evrs match the column name
document = ExpectationSuiteColumnSectionRenderer().render(
column_expectation_list).to_json_dict()
view = DefaultJinjaSectionView().render({
"section": document,
"section_loop": 1
})
if include_styling:
html_to_display = bootstrap_link_element + cooltip_style_element + view
else:
html_to_display = view
if return_without_displaying:
return html_to_display
else:
display(HTML(html_to_display))