def show_html(self, filepath='SWEETVIZ_REPORT.html', open_browser=True, layout='widescreen', scale=None):
scale = float(self.use_config_if_none(scale, "html_scale"))
layout = self.use_config_if_none(layout, "html_layout")
if layout not in ['widescreen', 'vertical']:
raise ValueError(f"'layout' parameter must be either 'widescreen' or 'vertical'")
sv_html.load_layout_globals_from_config()
self.page_layout = layout
self.scale = scale
sv_html.set_summary_positions(self)
sv_html.generate_html_detail(self)
if self.associations_html_source:
self.associations_html_source = sv_html.generate_html_associations(self, "source")
if self.associations_html_compare:
self.associations_html_compare = sv_html.generate_html_associations(self, "compare")
self._page_html = sv_html.generate_html_dataframe_page(self)
f = open(filepath, 'w', encoding="utf-8")
f.write(self._page_html)
f.close()
if open_browser:
print(f"Report {filepath} was generated! NOTEBOOK/COLAB USERS: the web browser MAY not pop up, regardless, the report IS saved in your notebook/colab files.")
# Not sure how to work around this: not fatal but annoying...Notebook/colab
# https://bugs.python.org/issue5993
webbrowser.open('file://' + os.path.realpath(filepath))
else:
print(f"Report {filepath} was generated.")
def show_html(self,
filepath='SWEETVIZ_REPORT.html',
layout='widescreen',
onWeb=True,
saveFile=False):
sv_html.load_layout_globals_from_config()
self.page_layout = layout
sv_html.set_summary_positions(self)
sv_html.generate_html_detail(self)
self._page_html = sv_html.generate_html_dataframe_page(self)
# self.temp_folder = config["Files"].get("temp_folder")
# os.makedirs(os.path.normpath(self.temp_folder), exist_ok=True)
if saveFile:
f = open(filepath, 'w', encoding="utf-8")
f.write(self._page_html)
f.close()
print(
f"Report {filepath} was generated! NOTEBOOK/COLAB USERS: no browser will pop up, the report is saved in your notebook/colab files."
)
# Not sure how to work around this: not fatal but annoying...Notebook/colab
# https://bugs.python.org/issue5993
if onWeb:
webbrowser.open('file://' + os.path.realpath(filepath))
return self._page_html
def show_notebook(self,
w=None,
h=None,
scale=None,
layout=None,
filepath=None):
w = self.use_config_if_none(w, "notebook_width")
h = self.use_config_if_none(h, "notebook_height")
scale = float(self.use_config_if_none(scale, "notebook_scale"))
layout = self.use_config_if_none(layout, "notebook_layout")
if layout not in ['widescreen', 'vertical']:
raise ValueError(
f"'layout' parameter must be either 'widescreen' or 'vertical'"
)
sv_html.load_layout_globals_from_config()
self.page_layout = layout
self.scale = scale
sv_html.set_summary_positions(self)
sv_html.generate_html_detail(self)
if self.associations_html_source:
self.associations_html_source = sv_html.generate_html_associations(
self, "source")
if self.associations_html_compare:
self.associations_html_compare = sv_html.generate_html_associations(
self, "compare")
self._page_html = sv_html.generate_html_dataframe_page(self)
width = w
height = h
if str(height).lower() == "full":
height = self.page_height
# Output to iFrame
import html
self._page_html = html.escape(self._page_html)
iframe = f' <iframe width="{width}" height="{height}" srcdoc="{self._page_html}" frameborder="0" allowfullscreen></iframe>'
from IPython.core.display import display
from IPython.core.display import HTML
display(HTML(iframe))
if filepath is not None:
f = open(filepath, 'w', encoding="utf-8")
f.write(self._page_html)
f.close()
print(f"Report '{filepath}' was saved to storage.")
if len(self.corr_warning):
print(
"WARNING: one or more correlations had an edge-case/error and a 1.0 correlation was assigned\n"
"(likely due to only a single row containing non-NaN values for both correlated features)\n"
"Affected correlations:" + str(self.corr_warning))
# Auto-log to comet_ml if desired & present
self._comet_ml_logger = comet_ml_logger.CometLogger()
if self._comet_ml_logger._logging:
self.generate_comet_friendly_html()
self._comet_ml_logger.log_html(self._page_html)
self._comet_ml_logger.end()
def generate_comet_friendly_html(self):
# Enforce comet_ml-friendly layout and re-output report based on INI settings (comet_ml_Defaults)
self.page_layout = config["comet_ml_defaults"]["html_layout"]
self.scale = float(config["comet_ml_defaults"]["html_scale"])
sv_html.set_summary_positions(self)
sv_html.generate_html_detail(self)
if self.associations_html_source:
self.associations_html_source = sv_html.generate_html_associations(
self, "source")
if self.associations_html_compare:
self.associations_html_compare = sv_html.generate_html_associations(
self, "compare")
self._page_html = sv_html.generate_html_dataframe_page(self)
def show_html(self,
filepath='SWEETVIZ_REPORT.html',
open_browser=True,
layout='widescreen',
scale=None):
scale = float(self.use_config_if_none(scale, "html_scale"))
layout = self.use_config_if_none(layout, "html_layout")
if layout not in ['widescreen', 'vertical']:
raise ValueError(
f"'layout' parameter must be either 'widescreen' or 'vertical'"
)
sv_html.load_layout_globals_from_config()
self.page_layout = layout
self.scale = scale
sv_html.set_summary_positions(self)
sv_html.generate_html_detail(self)
if self.associations_html_source:
self.associations_html_source = sv_html.generate_html_associations(
self, "source")
if self.associations_html_compare:
self.associations_html_compare = sv_html.generate_html_associations(
self, "compare")
self._page_html = sv_html.generate_html_dataframe_page(self)
f = open(filepath, 'w', encoding="utf-8")
f.write(self._page_html)
f.close()
if open_browser:
print(
f"Report {filepath} was generated! NOTEBOOK/COLAB USERS: the web browser MAY not pop up, regardless, the report IS saved in your notebook/colab files."
)
# Not sure how to work around this: not fatal but annoying...Notebook/colab
# https://bugs.python.org/issue5993
webbrowser.open('file://' + os.path.realpath(filepath))
else:
print(f"Report {filepath} was generated.")
if len(self.corr_warning):
print(
"---\nWARNING: one or more correlations had an edge-case/error and a 1.0 correlation was assigned\n"
"(likely due to only a single row containing non-NaN values for both correlated features)\n"
"Affected correlations:" + str(self.corr_warning))
# Auto-log to comet_ml if desired & present
self._comet_ml_logger = comet_ml_logger.CometLogger()
if self._comet_ml_logger._logging:
self.generate_comet_friendly_html()
self._comet_ml_logger.log_html(self._page_html)
self._comet_ml_logger.end()
def show_html(self, filepath='SWEETVIZ_REPORT.html', layout='widescreen'):
sv_html.load_layout_globals_from_config()
self.page_layout = layout
sv_html.set_summary_positions(self)
sv_html.generate_html_detail(self)
self._page_html = sv_html.generate_html_dataframe_page(self)
# self.temp_folder = config["Files"].get("temp_folder")
# os.makedirs(os.path.normpath(self.temp_folder), exist_ok=True)
f = open(filepath, 'w', encoding="utf-8")
f.write(self._page_html)
f.close()
# Not sure how to work around this: not fatal but annoying...
# https://bugs.python.org/issue5993
webbrowser.open('file://' + os.path.realpath(filepath))
def show_notebook(self,
w=None,
h=None,
scale=None,
layout='widescreen',
filepath=None):
w = self.use_config_if_none(w, "notebook_width")
h = self.use_config_if_none(h, "notebook_height")
scale = float(self.use_config_if_none(scale, "notebook_scale"))
layout = self.use_config_if_none(layout, "notebook_layout")
if layout not in ['widescreen', 'vertical']:
raise ValueError(
f"'layout' parameter must be either 'widescreen' or 'vertical'"
)
sv_html.load_layout_globals_from_config()
self.page_layout = layout
self.scale = scale
sv_html.set_summary_positions(self)
sv_html.generate_html_detail(self)
if self.associations_html_source:
self.associations_html_source = sv_html.generate_html_associations(
self, "source")
if self.associations_html_compare:
self.associations_html_compare = sv_html.generate_html_associations(
self, "compare")
self._page_html = sv_html.generate_html_dataframe_page(self)
width = w
height = h
if str(height).lower() == "full":
height = self.page_height
# Output to iFrame
import html
self._page_html = html.escape(self._page_html)
iframe = f' <iframe width="{width}" height="{height}" srcdoc="{self._page_html}" frameborder="0" allowfullscreen></iframe>'
from IPython.core.display import display
from IPython.core.display import HTML
display(HTML(iframe))
if filepath is not None:
f = open(filepath, 'w', encoding="utf-8")
f.write(self._page_html)
f.close()
print(f"Report '{filepath}' was saved to storage.")
def show_html(self,
filepath='SWEETVIZ_REPORT.html',
open_browser=True,
layout='widescreen'):
sv_html.load_layout_globals_from_config()
self.page_layout = layout
sv_html.set_summary_positions(self)
sv_html.generate_html_detail(self)
self._page_html = sv_html.generate_html_dataframe_page(self)
f = open(filepath, 'w', encoding="utf-8")
f.write(self._page_html)
f.close()
if open_browser:
print(
f"Report {filepath} was generated! NOTEBOOK/COLAB USERS: the web browser MAY not pop up, regardless, the report IS saved in your notebook/colab files."
)
# Not sure how to work around this: not fatal but annoying...Notebook/colab
# https://bugs.python.org/issue5993
webbrowser.open('file://' + os.path.realpath(filepath))
else:
print(f"Report {filepath} was generated!")
