def _render_unrecognized(cls, evrs, content_blocks):
unrendered_blocks = []
new_block = None
for evr in evrs:
if evr.expectation_config.expectation_type not in [
"expect_column_to_exist",
"expect_column_values_to_be_of_type",
"expect_column_values_to_be_in_set",
"expect_column_unique_value_count_to_be_between",
"expect_column_proportion_of_unique_values_to_be_between",
"expect_column_values_to_not_be_null",
"expect_column_max_to_be_between",
"expect_column_mean_to_be_between",
"expect_column_min_to_be_between"
]:
new_block = TextContent(**{
"content_block_type": "text",
"text": []
})
new_block["content"].append("""
<div class="alert alert-primary" role="alert">
Warning! Unrendered EVR:<br/>
<pre>""" + json.dumps(evr, indent=2) + """</pre>
</div>
""")
if new_block is not None:
unrendered_blocks.append(new_block)
# print(unrendered_blocks)
content_blocks += unrendered_blocks
def _render_expectation_suite_notes(cls, expectations):
content = []
total_expectations = len(expectations.expectations)
columns = []
for exp in expectations.expectations:
if "column" in exp.kwargs:
columns.append(exp.kwargs["column"])
total_columns = len(set(columns))
content += [
# TODO: Leaving these two paragraphs as placeholders for later development.
# "This Expectation suite was first generated by {BasicDatasetProfiler} on {date}, using version {xxx} of Great Expectations.",
# "{name}, {name}, and {name} have also contributed additions and revisions.",
"This Expectation suite currently contains %d total Expectations across %d columns."
% (
total_expectations,
total_columns,
),
]
if "notes" in expectations.meta:
notes = expectations.meta["notes"]
note_content = None
if isinstance(notes, str):
note_content = [notes]
elif isinstance(notes, list):
note_content = notes
elif isinstance(notes, dict):
if "format" in notes:
if notes["format"] == "string":
if isinstance(notes["content"], str):
note_content = [notes["content"]]
elif isinstance(notes["content"], list):
note_content = notes["content"]
else:
logger.warning(
"Unrecognized Expectation suite notes format. Skipping rendering."
)
elif notes["format"] == "markdown":
if isinstance(notes["content"], str):
note_content = [
RenderedMarkdownContent(
**{
"content_block_type": "markdown",
"markdown": notes["content"],
"styling": {
"parent": {}
},
})
]
elif isinstance(notes["content"], list):
note_content = [
RenderedMarkdownContent(
**{
"content_block_type": "markdown",
"markdown": note,
"styling": {
"parent": {}
},
}) for note in notes["content"]
]
else:
logger.warning(
"Unrecognized Expectation suite notes format. Skipping rendering."
)
else:
logger.warning(
"Unrecognized Expectation suite notes format. Skipping rendering."
)
if note_content is not None:
content += note_content
return TextContent(
**{
"content_block_type":
"text",
"header":
RenderedStringTemplateContent(
**{
"content_block_type": "string_template",
"string_template": {
"template": "Notes",
"tag": "h6",
"styling": {
"classes": ["m-0"]
},
},
}),
"text":
content,
"styling": {
"classes": ["col-12", "table-responsive", "mt-1"],
"body": {
"classes": ["table", "table-sm"]
},
},
})
def test_render_text():
text_component_content = TextContent(
**{
"content_block_type": "text",
"header": "Histogram",
"text": ["hello"],
"styling": {
"classes": ["col-4"]
},
}).to_json_dict()
rendered_doc = ge.render.view.view.DefaultJinjaComponentView().render({
"content_block":
text_component_content,
"section_loop": {
"index": 1
},
"content_block_loop": {
"index": 2
},
})
print(rendered_doc)
rendered_doc = rendered_doc.replace(" ", "").replace("\t",
"").replace("\n", "")
assert (rendered_doc == """
<div id="section-1-content-block-2" class="col-4" >
<div id="section-1-content-block-2-body" class="col-4" >
<div id="section-1-content-block-2-header" >
<h5>
Histogram
</h5>
</div>
<p >hello</p>
</div>
</div>
""".replace(" ", "").replace("\t", "").replace("\n", ""))
text_component_content = TextContent(
**{
"content_block_type": "text",
"header": "Histogram",
"text": ["hello", "goodbye"],
"styling": {
"classes": ["col-4"]
},
}).to_json_dict()
rendered_doc = ge.render.view.view.DefaultJinjaComponentView().render({
"content_block":
text_component_content,
"section_loop": {
"index": 1
},
"content_block_loop": {
"index": 2
},
})
print(rendered_doc)
rendered_doc = rendered_doc.replace(" ", "").replace("\t",
"").replace("\n", "")
assert (rendered_doc == """
<div id="section-1-content-block-2" class="col-4" >
<div id="section-1-content-block-2-body" class="col-4" >
<div id="section-1-content-block-2-header" >
<h5>
Histogram
</h5>
</div>
<p >hello</p>
<p >goodbye</p>
</div>
</div>
""".replace(" ", "").replace("\t", "").replace("\n", ""))
def _render_expectation_meta_notes(cls, expectation):
if not expectation.meta.get("notes"):
return None
else:
collapse_link = RenderedStringTemplateContent(
**{
"content_block_type": "string_template",
"string_template": {
"template": "$icon",
"params": {
"icon": ""
},
"styling": {
"params": {
"icon": {
"classes":
["fas", "fa-comment", "text-info"],
"tag": "i",
}
}
},
},
})
notes = expectation.meta["notes"]
note_content = None
if isinstance(notes, str):
note_content = [notes]
elif isinstance(notes, list):
note_content = notes
elif isinstance(notes, dict):
if "format" in notes:
if notes["format"] == "string":
if isinstance(notes["content"], str):
note_content = [notes["content"]]
elif isinstance(notes["content"], list):
note_content = notes["content"]
else:
logger.warning(
"Unrecognized Expectation suite notes format. Skipping rendering."
)
elif notes["format"] == "markdown":
if isinstance(notes["content"], str):
note_content = [
RenderedMarkdownContent(
**{
"content_block_type": "markdown",
"markdown": notes["content"],
"styling": {
"parent": {
"styles": {
"color": "red"
}
}
},
})
]
elif isinstance(notes["content"], list):
note_content = [
RenderedMarkdownContent(
**{
"content_block_type": "markdown",
"markdown": note,
"styling": {
"parent": {}
},
}) for note in notes["content"]
]
else:
logger.warning(
"Unrecognized Expectation suite notes format. Skipping rendering."
)
else:
logger.warning(
"Unrecognized Expectation suite notes format. Skipping rendering."
)
notes_block = TextContent(
**{
"content_block_type": "text",
"subheader": "Notes:",
"text": note_content,
"styling": {
"classes": ["col-12", "mt-2", "mb-2"],
"parent": {
"styles": {
"list-style-type": "none"
}
},
},
})
return CollapseContent(
**{
"collapse_toggle_link": collapse_link,
"collapse": [notes_block],
"inline_link": True,
"styling": {
"body": {
"classes": ["card", "card-body", "p-1"]
},
"parent": {
"styles": {
"list-style-type": "none"
}
},
},
})
