Source code for vuecore.engines.plotly.line
# vuecore/engines/plotly/line.py
import pandas as pd
import plotly.express as px
import plotly.graph_objects as go
from vuecore.schemas.basic.line import LineConfig
from .theming import apply_line_theme
from .plot_builder import build_plot
# Define parameters handled by the theme script
THEMING_PARAMS = [
"markers",
"log_x",
"log_y",
"range_x",
"range_y",
"line_shape",
"title",
"x_title",
"y_title",
"subtitle",
"template",
"width",
"height",
]
[docs]
def build(data: pd.DataFrame, config: LineConfig) -> go.Figure:
"""
Creates a Plotly line plot figure from a DataFrame and a Pydantic configuration.
This function acts as a bridge between the abstract plot definition and the
Plotly Express implementation. It translates the validated `LineConfig`
into the arguments for `plotly.express.line` and also forwards any
additional, unvalidated keyword arguments form plotly. The resulting figure
is then customized with layout and theme settings using `plotly.graph_objects`.
(https://plotly.com/python-api-reference/generated/plotly.express.line.html).
Parameters
----------
data : pd.DataFrame
The DataFrame containing the plot data.
config : LineConfig
The validated Pydantic model with all plot configurations.
Returns
-------
go.Figure
A `plotly.graph_objects.Figure` object representing the line plot.
"""
return build_plot(
data=data,
config=config,
px_function=px.line,
theming_function=apply_line_theme,
theming_params=THEMING_PARAMS,
)