Source code for ax.analysis.markdown.markdown_analysis

# Copyright (c) Meta Platforms, Inc. and affiliates.
#
# This source code is licensed under the MIT license found in the
# LICENSE file in the root directory of this source tree.

# pyre-strict


import pandas as pd
from ax.analysis.analysis import Analysis, AnalysisCard
from ax.core.experiment import Experiment
from ax.core.generation_strategy_interface import GenerationStrategyInterface
from IPython.display import display, Markdown


[docs] class MarkdownAnalysisCard(AnalysisCard): blob_annotation = "markdown"
[docs] def get_markdown(self) -> str: return self.blob
def _ipython_display_(self) -> None: """ IPython display hook. This is called when the AnalysisCard is printed in an IPython environment (ex. Jupyter). Here we want to render the Markdown. """ display(Markdown(f"## {self.title}\n\n### {self.subtitle}\n\n{self.blob}"))
[docs] class MarkdownAnalysis(Analysis): """ An Analysis that computes a paragraph of Markdown formatted text. """
[docs] def compute(
self, experiment: Experiment | None = None, generation_strategy: GenerationStrategyInterface | None = None, ) -> MarkdownAnalysisCard: ... def _create_markdown_analysis_card( self, title: str, subtitle: str, level: int, df: pd.DataFrame, message: str, ) -> MarkdownAnalysisCard: """ Make a MarkdownAnalysisCard from this Analysis using provided fields and details about the Analysis class. """ return MarkdownAnalysisCard( name=self.name, attributes=self.attributes, title=title, subtitle=subtitle, level=level, df=df, blob=message, )