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lib/python3.11/site-packages/plotly/__init__.py
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"""
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https://plot.ly/python/
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Plotly's Python API allows users to programmatically access Plotly's
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server resources.
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This package is organized as follows:
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Subpackages:
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- plotly: all functionality that requires access to Plotly's servers
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- graph_objs: objects for designing figures and visualizing data
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- matplotlylib: tools to convert matplotlib figures
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Modules:
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- tools: some helpful tools that do not require access to Plotly's servers
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- utils: functions that you probably won't need, but that subpackages use
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- version: holds the current API version
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- exceptions: defines our custom exception classes
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"""
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from typing import TYPE_CHECKING
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from _plotly_utils.importers import relative_import
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import importlib.metadata
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# This is the version of the plotly package
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__version__ = importlib.metadata.version("plotly")
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version = __version__
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if TYPE_CHECKING:
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from plotly import (
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graph_objs,
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tools,
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utils,
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offline,
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colors,
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io,
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data,
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)
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from plotly.version import __version__
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__all__ = [
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"graph_objs",
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"tools",
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"utils",
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"offline",
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"colors",
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"io",
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"data",
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"__version__",
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]
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# Set default template (for >= 3.7 this is done in ploty/io/__init__.py)
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from plotly.io import templates
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templates._default = "plotly"
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else:
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__all__, __getattr__, __dir__ = relative_import(
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__name__,
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[
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".graph_objs",
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".graph_objects",
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".tools",
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".utils",
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".offline",
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".colors",
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".io",
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".data",
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],
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[".version.__version__"],
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)
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def plot(data_frame, kind, **kwargs):
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"""
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Pandas plotting backend function, not meant to be called directly.
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To activate, set pandas.options.plotting.backend="plotly"
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See https://github.com/pandas-dev/pandas/blob/master/pandas/plotting/__init__.py
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"""
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from .express import (
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scatter,
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line,
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area,
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bar,
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box,
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histogram,
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violin,
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strip,
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funnel,
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density_contour,
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density_heatmap,
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imshow,
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)
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if kind == "scatter":
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new_kwargs = {k: kwargs[k] for k in kwargs if k not in ["s", "c"]}
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return scatter(data_frame, **new_kwargs)
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if kind == "line":
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return line(data_frame, **kwargs)
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if kind == "area":
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new_kwargs = {k: kwargs[k] for k in kwargs if k not in ["stacked"]}
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return area(data_frame, **new_kwargs)
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if kind == "bar":
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return bar(data_frame, **kwargs)
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if kind == "barh":
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return bar(data_frame, orientation="h", **kwargs)
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if kind == "box":
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new_kwargs = {k: kwargs[k] for k in kwargs if k not in ["by"]}
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return box(data_frame, **new_kwargs)
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if kind in ["hist", "histogram"]:
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new_kwargs = {k: kwargs[k] for k in kwargs if k not in ["by", "bins"]}
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return histogram(data_frame, **new_kwargs)
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if kind == "violin":
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return violin(data_frame, **kwargs)
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if kind == "strip":
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return strip(data_frame, **kwargs)
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if kind == "funnel":
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return funnel(data_frame, **kwargs)
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if kind == "density_contour":
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return density_contour(data_frame, **kwargs)
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if kind == "density_heatmap":
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return density_heatmap(data_frame, **kwargs)
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if kind == "imshow":
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return imshow(data_frame, **kwargs)
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if kind == "heatmap":
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raise ValueError(
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"kind='heatmap' not supported plotting.backend='plotly'. "
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"Please use kind='imshow' or kind='density_heatmap'."
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)
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raise NotImplementedError(
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"kind='%s' not yet supported for plotting.backend='plotly'" % kind
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)
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def boxplot_frame(data_frame, **kwargs):
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"""
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Pandas plotting backend function, not meant to be called directly.
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To activate, set pandas.options.plotting.backend="plotly"
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See https://github.com/pandas-dev/pandas/blob/master/pandas/plotting/__init__.py
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"""
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from .express import box
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skip = ["by", "column", "ax", "fontsize", "rot", "grid", "figsize", "layout"]
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skip += ["return_type"]
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new_kwargs = {k: kwargs[k] for k in kwargs if k not in skip}
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return box(data_frame, **new_kwargs)
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def hist_frame(data_frame, **kwargs):
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"""
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Pandas plotting backend function, not meant to be called directly.
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To activate, set pandas.options.plotting.backend="plotly"
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See https://github.com/pandas-dev/pandas/blob/master/pandas/plotting/__init__.py
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"""
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from .express import histogram
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skip = ["column", "by", "grid", "xlabelsize", "xrot", "ylabelsize", "yrot"]
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skip += ["ax", "sharex", "sharey", "figsize", "layout", "bins", "legend"]
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new_kwargs = {k: kwargs[k] for k in kwargs if k not in skip}
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return histogram(data_frame, **new_kwargs)
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def hist_series(data_frame, **kwargs):
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"""
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Pandas plotting backend function, not meant to be called directly.
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To activate, set pandas.options.plotting.backend="plotly"
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See https://github.com/pandas-dev/pandas/blob/master/pandas/plotting/__init__.py
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"""
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from .express import histogram
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skip = ["by", "grid", "xlabelsize", "xrot", "ylabelsize", "yrot", "ax"]
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skip += ["figsize", "bins", "legend"]
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new_kwargs = {k: kwargs[k] for k in kwargs if k not in skip}
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return histogram(data_frame, **new_kwargs)
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def _jupyter_labextension_paths():
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"""Called by Jupyter Lab Server to detect if it is a valid labextension and
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to install the extension.
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"""
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return [
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{
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"src": "labextension/static",
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"dest": "jupyterlab-plotly",
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}
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]
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