Module pandas_profiling.report.structure.variables.render_complex
Expand source code
from pandas_profiling.config import config
from pandas_profiling.visualisation.plot import scatter_complex
from pandas_profiling.report.presentation.core import (
HTML,
Image,
Sequence,
Table,
VariableInfo,
)
def render_complex(summary):
template_variables = {}
image_format = config["plot"]["image_format"].get(str)
# Top
info = VariableInfo(
summary["varid"],
summary["varname"],
"Complex number (ℂ)",
summary["warnings"],
)
table1 = Table(
[
{"name": "Distinct count", "value": summary["n_unique"], "fmt": "fmt"},
{"name": "Unique (%)", "value": summary["p_unique"], "fmt": "fmt_percent"},
{"name": "Missing", "value": summary["n_missing"], "fmt": "fmt"},
{
"name": "Missing (%)",
"value": summary["p_missing"],
"fmt": "fmt_percent",
},
{
"name": "Memory size",
"value": summary["memory_size"],
"fmt": "fmt_bytesize",
},
]
)
table2 = Table(
[
{"name": "Mean", "value": summary["mean"], "fmt": "fmt"},
{"name": "Minimum", "value": summary["min"], "fmt": "fmt"},
{"name": "Maximum", "value": summary["max"], "fmt": "fmt"},
{"name": "Zeros", "value": summary["n_zeros"], "fmt": "fmt"},
{"name": "Zeros (%)", "value": summary["p_zeros"], "fmt": "fmt_percent"},
]
)
placeholder = HTML("")
template_variables["top"] = Sequence(
[info, table1, table2, placeholder], sequence_type="grid"
)
# Bottom
items = [
Image(
scatter_complex(summary["scatter_data"]),
image_format=image_format,
alt="Scatterplot",
caption="Scatterplot in the complex plane",
name="Scatter",
anchor_id="{varid}scatter".format(varid=summary["varid"]),
)
]
bottom = Sequence(items, sequence_type="tabs", anchor_id=summary["varid"])
template_variables["bottom"] = bottom
return template_variables
Functions
def render_complex(summary)
-
Expand source code
def render_complex(summary): template_variables = {} image_format = config["plot"]["image_format"].get(str) # Top info = VariableInfo( summary["varid"], summary["varname"], "Complex number (ℂ)", summary["warnings"], ) table1 = Table( [ {"name": "Distinct count", "value": summary["n_unique"], "fmt": "fmt"}, {"name": "Unique (%)", "value": summary["p_unique"], "fmt": "fmt_percent"}, {"name": "Missing", "value": summary["n_missing"], "fmt": "fmt"}, { "name": "Missing (%)", "value": summary["p_missing"], "fmt": "fmt_percent", }, { "name": "Memory size", "value": summary["memory_size"], "fmt": "fmt_bytesize", }, ] ) table2 = Table( [ {"name": "Mean", "value": summary["mean"], "fmt": "fmt"}, {"name": "Minimum", "value": summary["min"], "fmt": "fmt"}, {"name": "Maximum", "value": summary["max"], "fmt": "fmt"}, {"name": "Zeros", "value": summary["n_zeros"], "fmt": "fmt"}, {"name": "Zeros (%)", "value": summary["p_zeros"], "fmt": "fmt_percent"}, ] ) placeholder = HTML("") template_variables["top"] = Sequence( [info, table1, table2, placeholder], sequence_type="grid" ) # Bottom items = [ Image( scatter_complex(summary["scatter_data"]), image_format=image_format, alt="Scatterplot", caption="Scatterplot in the complex plane", name="Scatter", anchor_id="{varid}scatter".format(varid=summary["varid"]), ) ] bottom = Sequence(items, sequence_type="tabs", anchor_id=summary["varid"]) template_variables["bottom"] = bottom return template_variables