From b23820a60f51abd2baf9792777ae0cf9de9d61c7 Mon Sep 17 00:00:00 2001 From: Ilya Vlasov Date: Mon, 16 Aug 2021 12:34:23 +0500 Subject: [PATCH 01/19] Added Extension.HTML --- src/python/review/common/file_system.py | 1 + 1 file changed, 1 insertion(+) diff --git a/src/python/review/common/file_system.py b/src/python/review/common/file_system.py index 952eed1a..9800d2ce 100644 --- a/src/python/review/common/file_system.py +++ b/src/python/review/common/file_system.py @@ -38,6 +38,7 @@ class Extension(Enum): CSV = '.csv' PICKLE = '.pickle' JSON = '.json' + HTML = '.html' # Image extensions PNG = '.png' From 44cac83fce2ed08e3eac44197a097b856d9f6cd1 Mon Sep 17 00:00:00 2001 From: Ilya Vlasov Date: Mon, 16 Aug 2021 12:34:37 +0500 Subject: [PATCH 02/19] Added COLORWAY --- .../evaluation/plots/common/plotly_consts.py | 33 ++++++++++++++++++- 1 file changed, 32 insertions(+), 1 deletion(-) diff --git a/src/python/evaluation/plots/common/plotly_consts.py b/src/python/evaluation/plots/common/plotly_consts.py index fc4f703a..821906b9 100644 --- a/src/python/evaluation/plots/common/plotly_consts.py +++ b/src/python/evaluation/plots/common/plotly_consts.py @@ -1,5 +1,7 @@ from enum import Enum +import plotly.express as px + class MARGIN(Enum): ZERO = {'l': 0, 'r': 0, 'b': 0, 't': 0} @@ -13,7 +15,10 @@ class SORT_ORDER(Enum): # noqa: N801 class COLOR(Enum): - # Colors from px.colors.DEFAULT_PLOTLY_COLORS + """ + Colors from px.colors.DEFAULT_PLOTLY_COLORS + """ + BLUE = "rgb(31, 119, 180)" ORANGE = "rgb(255, 127, 14)" GREEN = "rgb(44, 160, 44)" @@ -24,3 +29,29 @@ class COLOR(Enum): GRAY = "rgb(127, 127, 127)" YELLOW = "rgb(188, 189, 34)" CYAN = "rgb(23, 190, 207)" + + +class COLORWAY(Enum): # noqa: N801 + """ + Colors from px.colors.qualitative + """ + + PLOTLY = px.colors.qualitative.Plotly + D3 = px.colors.qualitative.D3 + G10 = px.colors.qualitative.G10 + T10 = px.colors.qualitative.T10 + ALPHABET = px.colors.qualitative.Alphabet + DARK24 = px.colors.qualitative.Dark24 + LIGHT24 = px.colors.qualitative.Light24 + SET1 = px.colors.qualitative.Set1 + PASTEL1 = px.colors.qualitative.Pastel1 + DARK2 = px.colors.qualitative.Dark24 + SET2 = px.colors.qualitative.Set2 + PASTEL2 = px.colors.qualitative.Pastel2 + SET3 = px.colors.qualitative.Set3 + ANTIQUE = px.colors.qualitative.Antique + BOLD = px.colors.qualitative.Bold + PASTEL = px.colors.qualitative.Pastel + PRISM = px.colors.qualitative.Prism + SAFE = px.colors.qualitative.Safe + VIVID = px.colors.qualitative.Vivid From 6ad9c63157fe58ed8731ad648a01ae5ccd2c1277 Mon Sep 17 00:00:00 2001 From: Ilya Vlasov Date: Mon, 16 Aug 2021 12:34:47 +0500 Subject: [PATCH 03/19] Added new words --- whitelist.txt | 11 +++++++++++ 1 file changed, 11 insertions(+) diff --git a/whitelist.txt b/whitelist.txt index 53cc4701..e1bf1a82 100644 --- a/whitelist.txt +++ b/whitelist.txt @@ -207,3 +207,14 @@ xpath yanchor yaxes yaxis +D3 +G10 +T10 +DARK2 +DARK24 +SET2 +SET3 +PASTEL2 +LIGHT24 +SET1 +textangle \ No newline at end of file From 717818b9c9278a52c4dcaf538acbd9bd5be669f5 Mon Sep 17 00:00:00 2001 From: Ilya Vlasov Date: Mon, 16 Aug 2021 12:41:21 +0500 Subject: [PATCH 04/19] Added create_box_trace and create_scatter_trace --- src/python/evaluation/plots/common/utils.py | 106 +++++++++++++++----- 1 file changed, 79 insertions(+), 27 deletions(-) diff --git a/src/python/evaluation/plots/common/utils.py b/src/python/evaluation/plots/common/utils.py index 5c14d07c..64be49b5 100644 --- a/src/python/evaluation/plots/common/utils.py +++ b/src/python/evaluation/plots/common/utils.py @@ -8,10 +8,17 @@ from src.python.evaluation.plots.common import plotly_consts from src.python.review.common.file_system import Extension +COLOR = Optional[plotly_consts.COLOR] +COLORWAY = Optional[plotly_consts.COLORWAY] +MARGIN = Optional[plotly_consts.MARGIN] +SORT_ORDER = Optional[plotly_consts.SORT_ORDER] +LINES = Optional[Dict[int, Optional[str]]] + def get_supported_extensions() -> List[str]: extensions = Extension.get_image_extensions() extensions.append(Extension.JSON) + extensions.append(Extension.HTML) return [extension.value for extension in extensions] @@ -19,39 +26,72 @@ def create_bar_plot( df: pd.DataFrame, x_axis: str, y_axis: str, - margin: Optional[plotly_consts.MARGIN] = None, - sort_order: Optional[plotly_consts.SORT_ORDER] = None, - color: Optional[plotly_consts.COLOR] = None, + margin: MARGIN = None, + sort_order: SORT_ORDER = None, + color: COLOR = None, ) -> go.Figure: fig = px.bar(df, x=x_axis, y=y_axis, text=y_axis) update_figure(fig, margin, sort_order, color) return fig +def create_box_trace( + df: pd.DataFrame, + x_column: Optional[str] = None, + y_column: Optional[str] = None, + color: COLOR = None, +) -> go.Box: + return go.Box( + x=df[x_column] if x_column is not None else None, + y=df[y_column] if y_column is not None else None, + line={'color': color.value if color is not None else None}, + ) + + def create_box_plot( df: pd.DataFrame, - x_axis: str, - y_axis: str, - margin: Optional[plotly_consts.MARGIN] = None, - sort_order: Optional[plotly_consts.SORT_ORDER] = None, - color: Optional[plotly_consts.COLOR] = None, - horizontal_lines: Optional[Dict[int, Optional[str]]] = None, + x_axis: Optional[str], + y_axis: Optional[str], + margin: MARGIN = None, + sort_order: SORT_ORDER = None, + color: COLOR = None, + horizontal_lines: LINES = None, ) -> go.Figure: - fig = px.box(df, x=x_axis, y=y_axis) - update_figure(fig, margin=margin, sort_order=sort_order, color=color, horizontal_lines=horizontal_lines) + fig = go.Figure(create_box_trace(df, x_axis, y_axis, color)) + update_figure( + fig, + margin=margin, + sort_order=sort_order, + horizontal_lines=horizontal_lines, + x_axis_name=x_axis, + y_axis_name=y_axis, + ) return fig +def create_scatter_trace( + df: pd.DataFrame, + x_column: str, + y_column: str, + color: COLOR = None, +) -> go.Scatter: + return go.Scatter( + x=df[x_column], + y=df[y_column], + line={'color': color.value if color is not None else None}, + ) + + def create_line_chart( df: pd.DataFrame, x_axis: str, y_axis: str, - margin: Optional[plotly_consts.MARGIN] = None, - color: Optional[plotly_consts.COLOR] = None, - vertical_lines: Optional[Dict[int, Optional[str]]] = None, + margin: MARGIN = None, + color: COLOR = None, + vertical_lines: LINES = None, ) -> go.Figure: - fig = px.line(df, x=x_axis, y=y_axis) - update_figure(fig, margin=margin, color=color, vertical_lines=vertical_lines) + fig = go.Figure(create_scatter_trace(df, x_axis, y_axis, color)) + update_figure(fig, margin=margin, vertical_lines=vertical_lines) return fig @@ -60,24 +100,30 @@ def create_histogram( x_axis: str, y_axis: str, n_bins: Optional[int] = None, - margin: Optional[plotly_consts.MARGIN] = None, - color: Optional[plotly_consts.COLOR] = None, - vertical_lines: Optional[Dict[int, Optional[str]]] = None, + margin: MARGIN = None, + color: COLOR = None, + vertical_lines: LINES = None, ) -> go.Figure: fig = px.histogram(df, x=x_axis, y=y_axis, nbins=n_bins) update_figure( - fig, margin=margin, color=color, vertical_lines=vertical_lines, x_axis_name=x_axis, y_axis_name=y_axis, + fig, + margin=margin, + color=color, + vertical_lines=vertical_lines, + x_axis_name=x_axis, + y_axis_name=y_axis, ) return fig def update_figure( fig: go.Figure, - margin: Optional[plotly_consts.MARGIN] = None, - sort_order: Optional[plotly_consts.SORT_ORDER] = None, - color: Optional[plotly_consts.COLOR] = None, - horizontal_lines: Optional[Dict[int, Optional[str]]] = None, - vertical_lines: Optional[Dict[int, Optional[str]]] = None, + margin: MARGIN = None, + sort_order: SORT_ORDER = None, + color: COLOR = None, + colorway: COLORWAY = None, + horizontal_lines: LINES = None, + vertical_lines: LINES = None, x_axis_name: Optional[str] = None, y_axis_name: Optional[str] = None, ) -> None: @@ -95,6 +141,9 @@ def update_figure( if y_axis_name is not None: new_layout['yaxis_title'] = y_axis_name + if colorway is not None: + new_layout['colorway'] = colorway.value + fig.update_layout(**new_layout) new_trace = {} @@ -110,7 +159,7 @@ def update_figure( if vertical_lines is not None: for x, annotation in vertical_lines.items(): - fig.add_vline(x=x, annotation_text=annotation) + fig.add_vline(x=x, annotation_text=annotation, annotation_textangle=90) def save_plot( @@ -121,4 +170,7 @@ def save_plot( ) -> None: os.makedirs(dir_path, exist_ok=True) file = dir_path / f"{plot_name}{extension.value}" - fig.write_image(str(file)) + if extension == Extension.HTML: + fig.write_html(str(file)) + else: + fig.write_image(str(file)) From 9e4a15790b18a4ffaa78eb3d96c83fbf16ef1e31 Mon Sep 17 00:00:00 2001 From: Ilya Vlasov Date: Mon, 16 Aug 2021 12:42:02 +0500 Subject: [PATCH 05/19] Added --group-stats and colorway --- .../plots/raw_issues_statistics_plotter.py | 47 ++++++++++++------- 1 file changed, 31 insertions(+), 16 deletions(-) diff --git a/src/python/evaluation/plots/raw_issues_statistics_plotter.py b/src/python/evaluation/plots/raw_issues_statistics_plotter.py index 02888080..e3896621 100644 --- a/src/python/evaluation/plots/raw_issues_statistics_plotter.py +++ b/src/python/evaluation/plots/raw_issues_statistics_plotter.py @@ -6,7 +6,7 @@ sys.path.append('../../../..') -import pandas as pd +import plotly.graph_objects as go from src.python.evaluation.common.pandas_util import get_solutions_df_by_file_path from src.python.evaluation.plots.common import plotly_consts from src.python.evaluation.plots.common.utils import ( @@ -23,8 +23,10 @@ class ConfigFields(Enum): Y_AXIS_NAME = 'y_axis_name' MARGIN = 'margin' COLOR = 'color' + COLORWAY = 'colorway' BOUNDARIES = 'boundaries' COMMON = 'common' + STATS = 'stats' RANGE_OF_VALUES = 'range_of_values' N_BINS = 'n_bins' @@ -33,17 +35,19 @@ class ConfigFields(Enum): Y_AXIS_NAME = ConfigFields.Y_AXIS_NAME.value MARGIN = ConfigFields.MARGIN.value COLOR = ConfigFields.COLOR.value +COLORWAY = ConfigFields.COLORWAY.value BOUNDARIES = ConfigFields.BOUNDARIES.value COMMON = ConfigFields.COMMON.value +STATS = ConfigFields.STATS.value RANGE_OF_VALUES = ConfigFields.RANGE_OF_VALUES.value N_BINS = ConfigFields.N_BINS.value def configure_arguments(parser: argparse.ArgumentParser) -> None: parser.add_argument( - 'stats', + 'config_path', type=lambda value: Path(value).absolute(), - help='Path to dataset with statistics.', + help='Path to the yaml file containing information about the graphs to be plotted.', ) parser.add_argument( @@ -52,12 +56,6 @@ def configure_arguments(parser: argparse.ArgumentParser) -> None: help='The directory where the plotted charts will be saved.', ) - parser.add_argument( - 'config_path', - type=lambda value: Path(value).absolute(), - help='Path to the yaml file containing information about the graphs to be plotted.', - ) - parser.add_argument( '--file-extension', type=str, @@ -66,6 +64,12 @@ def configure_arguments(parser: argparse.ArgumentParser) -> None: help='Allows you to select the extension of output files.', ) + parser.add_argument( + '--group-stats', + action='store_true', + help='If present, there will be several languages on the charts at once.', + ) + def _get_plot_config( column_name: str, @@ -92,6 +96,10 @@ def _get_plot_config( if RANGE_OF_VALUES in params: params[RANGE_OF_VALUES] = range(*params[RANGE_OF_VALUES]) + if COLORWAY in params: + colorway_value = params.get(COLORWAY).upper() + params[COLORWAY] = plotly_consts.COLORWAY[colorway_value] + return PlotConfig(**params) @@ -105,14 +113,23 @@ def get_plot_configs(column_name: str, column_config: Dict) -> List[PlotConfig]: return plot_configs -def plot_and_save(config: Dict, stats: pd.DataFrame, save_dir: Path, extension: Extension) -> None: +def _save_plots(plots: Dict[str, go.Figure], save_dir: Path, extension: Extension, column: str, plot_type: str) -> None: + for output_name, plot in plots.items(): + subdir = save_dir / column + save_plot(plot, subdir, plot_name=f'{column}_{plot_type}_{output_name}', extension=extension) + + +def plot_and_save(config: Dict, save_dir: Path, extension: Extension, group_stats: bool) -> None: + stats_by_lang = { + lang: get_solutions_df_by_file_path(Path(lang_stats)) for lang, lang_stats in config.pop(STATS).items() + } + for column_name, column_config in config.items(): plot_configs = get_plot_configs(column_name, column_config) for plot_config in plot_configs: plotter_function = plot_config.type.to_plotter_function() - plot = plotter_function(stats, plot_config) - subdir = save_dir / plot_config.column - save_plot(plot, subdir, plot_name=f'{plot_config.column}_{plot_config.type.value}', extension=extension) + plots = plotter_function(stats_by_lang, plot_config, group_stats) + _save_plots(plots, save_dir, extension, plot_config.column, plot_config.type.value) def main(): @@ -120,12 +137,10 @@ def main(): configure_arguments(parser) args = parser.parse_args() - stats = get_solutions_df_by_file_path(args.stats) - extension = Extension(args.file_extension) config = parse_yaml(args.config_path) - plot_and_save(config, stats, args.save_dir, extension) + plot_and_save(config, args.save_dir, extension, args.group_stats) if __name__ == "__main__": From 16a8ebf7605a2ab355104a73e3e32c2e22a6aa00 Mon Sep 17 00:00:00 2001 From: Ilya Vlasov Date: Mon, 16 Aug 2021 12:49:26 +0500 Subject: [PATCH 06/19] Added the ability to show several languages on one graph at once --- .../raw_issues_statistics_plotters.py | 168 ++++++++++++++---- 1 file changed, 129 insertions(+), 39 deletions(-) diff --git a/src/python/evaluation/plots/plotters/raw_issues_statistics_plotters.py b/src/python/evaluation/plots/plotters/raw_issues_statistics_plotters.py index c545313d..09fa0df6 100644 --- a/src/python/evaluation/plots/plotters/raw_issues_statistics_plotters.py +++ b/src/python/evaluation/plots/plotters/raw_issues_statistics_plotters.py @@ -1,13 +1,26 @@ +import logging from dataclasses import dataclass from enum import Enum, unique -from typing import Callable, Dict, List, Optional, Tuple +from typing import Callable, Dict, Optional, Tuple import numpy as np import pandas as pd import plotly.graph_objects as go from src.python.evaluation.issues_statistics.get_raw_issues_statistics import VALUE -from src.python.evaluation.plots.common import plotly_consts -from src.python.evaluation.plots.common.utils import create_box_plot, create_histogram, create_line_chart +from src.python.evaluation.plots.common.utils import ( + COLOR, + COLORWAY, + create_box_plot, + create_box_trace, + create_histogram, + create_line_chart, + create_scatter_trace, + LINES, + MARGIN, + update_figure, +) + +logger = logging.getLogger(__name__) @unique @@ -16,7 +29,7 @@ class PlotTypes(Enum): HISTOGRAM = 'histogram' BOX_PLOT = 'box_plot' - def to_plotter_function(self) -> Callable[..., go.Figure]: + def to_plotter_function(self) -> Callable[[Dict[str, pd.DataFrame], 'PlotConfig', bool], Dict[str, go.Figure]]: type_to_function = { PlotTypes.LINE_CHART: plot_line_chart, PlotTypes.HISTOGRAM: plot_histogram, @@ -32,9 +45,10 @@ class PlotConfig: type: PlotTypes x_axis_name: Optional[str] = None y_axis_name: Optional[str] = None - margin: Optional[plotly_consts.MARGIN] = None - color: Optional[plotly_consts.COLOR] = None - boundaries: Optional[Dict[int, Optional[str]]] = None + margin: MARGIN = None + color: COLOR = None + colorway: COLORWAY = None + boundaries: LINES = None range_of_values: Optional[range] = None n_bins: Optional[int] = None @@ -52,7 +66,10 @@ def _prepare_stats(stats: pd.DataFrame, config: PlotConfig, x_axis_name: str, y_ # Fill in the missing intermediate values with zeros min_index, max_index = result_df.index.min(), result_df.index.max() - result_df = result_df.reindex(range(min_index, max_index + 1), fill_value=0) + if pd.isna(min_index) or pd.isna(max_index): + logger.warning(f'{config.column}: no data') + else: + result_df = result_df.reindex(range(min_index, max_index + 1), fill_value=0) result_df.reset_index(inplace=True) @@ -71,54 +88,127 @@ def _get_axis_names(config: PlotConfig, default_x_axis_name: str, default_y_axis return x_axis_name, y_axis_name -def plot_line_chart(stats: pd.DataFrame, config: PlotConfig) -> go.Figure: - x_axis_name, y_axis_name = _get_axis_names( - config, default_x_axis_name='Value', default_y_axis_name='Number of fragments', +def plot_line_chart( + stats_by_lang: Dict[str, pd.DataFrame], + config: PlotConfig, + group_stats: bool, +) -> Dict[str, go.Figure]: + x_axis_name, y_axis_name = _get_axis_names(config, default_x_axis_name='Value', default_y_axis_name='Quantity') + + if not group_stats: + plots = {} + for lang, stats in stats_by_lang.items(): + stats = _prepare_stats(stats, config, x_axis_name, y_axis_name) + plots[lang] = create_line_chart( + stats, + x_axis_name, + y_axis_name, + color=config.color, + margin=config.color, + vertical_lines=config.boundaries, + ) + return plots + + plot = go.Figure() + for lang, stats in stats_by_lang.items(): + stats = _prepare_stats(stats, config, x_axis_name, y_axis_name) + trace = create_scatter_trace(stats, x_axis_name, y_axis_name, color=config.color) + trace.name = lang + plot.add_trace(trace) + + update_figure( + plot, + margin=config.margin, + color=config.color, + vertical_lines=config.boundaries, + x_axis_name=x_axis_name, + y_axis_name=y_axis_name, + colorway=config.colorway, ) - stats = _prepare_stats(stats, config, x_axis_name, y_axis_name) - - return create_line_chart( - stats, x_axis_name, y_axis_name, margin=config.margin, color=config.color, vertical_lines=config.boundaries, - ) + return {'grouped': plot} -def plot_histogram(stats: pd.DataFrame, config: PlotConfig) -> go.Figure: +def plot_histogram( + stats_by_lang: Dict[str, pd.DataFrame], + config: PlotConfig, + group_stats: bool, +) -> Dict[str, go.Figure]: x_axis_name, y_axis_name = _get_axis_names( - config, default_x_axis_name='Value', default_y_axis_name='Number of fragments', + config, default_x_axis_name='Value', default_y_axis_name='Quantity', ) - stats = _prepare_stats(stats, config, x_axis_name, y_axis_name) + if group_stats: + logger.info(f'{config.column}: the histogram cannot be grouped.') - return create_histogram( - stats, - x_axis_name, - y_axis_name, - margin=config.margin, - color=config.color, - n_bins=config.n_bins, - vertical_lines=config.boundaries, - ) + plots = {} + for lang, stats in stats_by_lang.items(): + stats = _prepare_stats(stats, config, x_axis_name, y_axis_name) + plots[lang] = create_histogram( + stats, + x_axis_name, + y_axis_name, + margin=config.margin, + color=config.color, + n_bins=config.n_bins, + vertical_lines=config.boundaries, + ) + return plots -def _get_all_values_from_stats(stats: pd.DataFrame, column_name: str) -> List[int]: - result = [] - stats.apply(lambda row: result.extend([row[VALUE]] * row[column_name]), axis=1) - return result +def _get_values_df(stats: pd.DataFrame, config: PlotConfig, x_axis_name: str, y_axis_name: str): + values = [] + stats.apply(lambda row: values.extend([row[VALUE]] * row[config.column]), axis=1) -def plot_box_plot(stats: pd.DataFrame, config: PlotConfig) -> go.Figure: + if config.range_of_values is not None: + values = [elem for elem in values if elem in config.range_of_values] + + return pd.DataFrame.from_dict({x_axis_name: config.column, y_axis_name: values}) + + +def plot_box_plot( + stats_by_lang: Dict[str, pd.DataFrame], + config: PlotConfig, + group_stats: bool, +) -> Dict[str, go.Figure]: x_axis_name, y_axis_name = _get_axis_names( config, - default_x_axis_name="Category", + default_x_axis_name='Category', default_y_axis_name='Values', ) - values = _get_all_values_from_stats(stats, config.column) + if not group_stats: + plots = {} + for lang, stats in stats_by_lang.items(): + values_df = _get_values_df(stats, config, x_axis_name, y_axis_name) - if config.range_of_values is not None: - values = list(filter(lambda elem: elem in config.range_of_values, values)) + plots[lang] = create_box_plot( + values_df, + x_axis=x_axis_name, + y_axis=y_axis_name, + color=config.color, + margin=config.margin, + horizontal_lines=config.boundaries, + ) + return plots - values_df = pd.DataFrame.from_dict({x_axis_name: config.column, y_axis_name: values}) + plot = go.Figure() + for lang, stats in stats_by_lang.items(): + values_df = _get_values_df(stats, config, x_axis_name, y_axis_name) + + trace = create_box_trace(values_df, y_column=y_axis_name) + trace.name = lang + + plot.add_trace(trace) + + update_figure( + plot, + margin=config.margin, + horizontal_lines=config.boundaries, + x_axis_name=x_axis_name, + y_axis_name=y_axis_name, + colorway=config.colorway, + ) - return create_box_plot(values_df, x_axis_name, y_axis_name, horizontal_lines=config.boundaries) + return {'grouped': plot} From 1ffa54ee7ff0e31dbe1d995f34fdae7d1f6d4036 Mon Sep 17 00:00:00 2001 From: GirZ0n Date: Mon, 16 Aug 2021 07:59:10 +0000 Subject: [PATCH 07/19] Sort whitelists (Github Actions) --- whitelist.txt | 22 +++++++++++----------- 1 file changed, 11 insertions(+), 11 deletions(-) diff --git a/whitelist.txt b/whitelist.txt index e1bf1a82..0660d745 100644 --- a/whitelist.txt +++ b/whitelist.txt @@ -1,4 +1,14 @@ +D3 +DARK2 +DARK24 +G10 +LIGHT24 +PASTEL2 Pastel1 +SET1 +SET2 +SET3 +T10 abstractmethod arange astype @@ -175,6 +185,7 @@ subdirs sublist svg sym +textangle textposition textwrap tmp @@ -207,14 +218,3 @@ xpath yanchor yaxes yaxis -D3 -G10 -T10 -DARK2 -DARK24 -SET2 -SET3 -PASTEL2 -LIGHT24 -SET1 -textangle \ No newline at end of file From 8cd3b3359804e4bffb22a286a81397c9539d048e Mon Sep 17 00:00:00 2001 From: Ilya Vlasov Date: Mon, 16 Aug 2021 13:21:00 +0500 Subject: [PATCH 08/19] Small code refactoring --- .../evaluation/plots/common/plotly_consts.py | 2 +- src/python/evaluation/plots/common/utils.py | 11 +++++-- .../plots/plotters/diffs_plotters.py | 31 ++++++++++++++++--- .../raw_issues_statistics_plotters.py | 9 +++--- 4 files changed, 40 insertions(+), 13 deletions(-) diff --git a/src/python/evaluation/plots/common/plotly_consts.py b/src/python/evaluation/plots/common/plotly_consts.py index 821906b9..5f0e6d85 100644 --- a/src/python/evaluation/plots/common/plotly_consts.py +++ b/src/python/evaluation/plots/common/plotly_consts.py @@ -45,7 +45,7 @@ class COLORWAY(Enum): # noqa: N801 LIGHT24 = px.colors.qualitative.Light24 SET1 = px.colors.qualitative.Set1 PASTEL1 = px.colors.qualitative.Pastel1 - DARK2 = px.colors.qualitative.Dark24 + DARK2 = px.colors.qualitative.Dark2 SET2 = px.colors.qualitative.Set2 PASTEL2 = px.colors.qualitative.Pastel2 SET3 = px.colors.qualitative.Set3 diff --git a/src/python/evaluation/plots/common/utils.py b/src/python/evaluation/plots/common/utils.py index 64be49b5..9aab172f 100644 --- a/src/python/evaluation/plots/common/utils.py +++ b/src/python/evaluation/plots/common/utils.py @@ -24,6 +24,7 @@ def get_supported_extensions() -> List[str]: def create_bar_plot( df: pd.DataFrame, + *, x_axis: str, y_axis: str, margin: MARGIN = None, @@ -31,12 +32,13 @@ def create_bar_plot( color: COLOR = None, ) -> go.Figure: fig = px.bar(df, x=x_axis, y=y_axis, text=y_axis) - update_figure(fig, margin, sort_order, color) + update_figure(fig, margin=margin, sort_order=sort_order, color=color) return fig def create_box_trace( df: pd.DataFrame, + *, x_column: Optional[str] = None, y_column: Optional[str] = None, color: COLOR = None, @@ -57,7 +59,7 @@ def create_box_plot( color: COLOR = None, horizontal_lines: LINES = None, ) -> go.Figure: - fig = go.Figure(create_box_trace(df, x_axis, y_axis, color)) + fig = go.Figure(create_box_trace(df, x_column=x_axis, y_column=y_axis, color=color)) update_figure( fig, margin=margin, @@ -71,6 +73,7 @@ def create_box_plot( def create_scatter_trace( df: pd.DataFrame, + *, x_column: str, y_column: str, color: COLOR = None, @@ -84,13 +87,14 @@ def create_scatter_trace( def create_line_chart( df: pd.DataFrame, + *, x_axis: str, y_axis: str, margin: MARGIN = None, color: COLOR = None, vertical_lines: LINES = None, ) -> go.Figure: - fig = go.Figure(create_scatter_trace(df, x_axis, y_axis, color)) + fig = go.Figure(create_scatter_trace(df, x_column=x_axis, y_column=y_axis, color=color)) update_figure(fig, margin=margin, vertical_lines=vertical_lines) return fig @@ -118,6 +122,7 @@ def create_histogram( def update_figure( fig: go.Figure, + *, margin: MARGIN = None, sort_order: SORT_ORDER = None, color: COLOR = None, diff --git a/src/python/evaluation/plots/plotters/diffs_plotters.py b/src/python/evaluation/plots/plotters/diffs_plotters.py index e97ceb94..0c1f4d40 100644 --- a/src/python/evaluation/plots/plotters/diffs_plotters.py +++ b/src/python/evaluation/plots/plotters/diffs_plotters.py @@ -31,7 +31,9 @@ def _get_dataframe_from_dict( def _extract_stats_from_issues_statistics( - statistics: IssuesStatistics, limit: int, only_unique: bool, + statistics: IssuesStatistics, + limit: int, + only_unique: bool, ) -> Dict[IssueType, int]: categorized_statistics = statistics.get_short_categorized_statistics() @@ -61,7 +63,14 @@ def get_unique_issues_by_category( key_mapper=lambda issue_type: issue_type.name, ) - return create_bar_plot(df, x_axis_name, y_axis_name, margin, sort_order, color) + return create_bar_plot( + df, + x_axis=x_axis_name, + y_axis=y_axis_name, + margin=margin, + sort_order=sort_order, + color=color, + ) def get_issues_by_category( @@ -82,7 +91,14 @@ def get_issues_by_category( key_mapper=lambda issue_type: issue_type.name, ) - return create_bar_plot(df, x_axis_name, y_axis_name, margin, sort_order, color) + return create_bar_plot( + df, + x_axis=x_axis_name, + y_axis=y_axis_name, + margin=margin, + sort_order=sort_order, + color=color, + ) def get_median_penalty_influence_by_category( @@ -105,7 +121,14 @@ def get_median_penalty_influence_by_category( value_mapper=lambda influence: median(influence), ) - return create_bar_plot(df, x_axis_name, y_axis_name, margin, sort_order, color) + return create_bar_plot( + df, + x_axis=x_axis_name, + y_axis=y_axis_name, + margin=margin, + sort_order=sort_order, + color=color, + ) def get_penalty_influence_distribution( diff --git a/src/python/evaluation/plots/plotters/raw_issues_statistics_plotters.py b/src/python/evaluation/plots/plotters/raw_issues_statistics_plotters.py index 09fa0df6..abc74092 100644 --- a/src/python/evaluation/plots/plotters/raw_issues_statistics_plotters.py +++ b/src/python/evaluation/plots/plotters/raw_issues_statistics_plotters.py @@ -101,10 +101,10 @@ def plot_line_chart( stats = _prepare_stats(stats, config, x_axis_name, y_axis_name) plots[lang] = create_line_chart( stats, - x_axis_name, - y_axis_name, + x_axis=x_axis_name, + y_axis=y_axis_name, color=config.color, - margin=config.color, + margin=config.margin, vertical_lines=config.boundaries, ) return plots @@ -112,14 +112,13 @@ def plot_line_chart( plot = go.Figure() for lang, stats in stats_by_lang.items(): stats = _prepare_stats(stats, config, x_axis_name, y_axis_name) - trace = create_scatter_trace(stats, x_axis_name, y_axis_name, color=config.color) + trace = create_scatter_trace(stats, x_column=x_axis_name, y_column=y_axis_name) trace.name = lang plot.add_trace(trace) update_figure( plot, margin=config.margin, - color=config.color, vertical_lines=config.boundaries, x_axis_name=x_axis_name, y_axis_name=y_axis_name, From 43115986407ac6f5a63763ed55061b9e39fec691 Mon Sep 17 00:00:00 2001 From: Ilya Vlasov Date: Mon, 16 Aug 2021 13:26:41 +0500 Subject: [PATCH 09/19] Small code refactoring --- src/python/evaluation/plots/common/utils.py | 1 + src/python/evaluation/plots/plotters/diffs_plotters.py | 9 ++++++++- 2 files changed, 9 insertions(+), 1 deletion(-) diff --git a/src/python/evaluation/plots/common/utils.py b/src/python/evaluation/plots/common/utils.py index 9aab172f..6f9e2540 100644 --- a/src/python/evaluation/plots/common/utils.py +++ b/src/python/evaluation/plots/common/utils.py @@ -52,6 +52,7 @@ def create_box_trace( def create_box_plot( df: pd.DataFrame, + *, x_axis: Optional[str], y_axis: Optional[str], margin: MARGIN = None, diff --git a/src/python/evaluation/plots/plotters/diffs_plotters.py b/src/python/evaluation/plots/plotters/diffs_plotters.py index 0c1f4d40..0ff94b64 100644 --- a/src/python/evaluation/plots/plotters/diffs_plotters.py +++ b/src/python/evaluation/plots/plotters/diffs_plotters.py @@ -151,4 +151,11 @@ def get_penalty_influence_distribution( ) df = df.explode(y_axis_name) - return create_box_plot(df, x_axis_name, y_axis_name, margin, sort_order, color) + return create_box_plot( + df, + x_axis=x_axis_name, + y_axis=y_axis_name, + margin=margin, + sort_order=sort_order, + color=color, + ) From 0e31a876ae39cf03d09db74775f010eb5455989f Mon Sep 17 00:00:00 2001 From: Ilya Vlasov <55441714+GirZ0n@users.noreply.github.com> Date: Mon, 16 Aug 2021 13:58:43 +0500 Subject: [PATCH 10/19] Update README.md --- src/python/evaluation/plots/README.md | 22 ++++++++++++++++------ 1 file changed, 16 insertions(+), 6 deletions(-) diff --git a/src/python/evaluation/plots/README.md b/src/python/evaluation/plots/README.md index bacce3d2..be7e8797 100644 --- a/src/python/evaluation/plots/README.md +++ b/src/python/evaluation/plots/README.md @@ -96,18 +96,20 @@ The script can build the following charts: Run the [raw_issues_statistics_plotter.py](raw_issues_statistics_plotter.py) with the arguments from command line. **Required arguments**: -1. `stats` — path to a file with stats that were founded by [get_raw_issues_statistics.py](../issues_statistics/get_raw_issues_statistics.py). +1. `config_path` — path to the yaml file containing information about the charts to be plotted. A description of the config and its example is provided in [this section](#config-1). 2. `save_dir` — directory where the plotted charts will be saved. -3. `config_path` — path to the yaml file containing information about the charts to be plotted. A description of the config and its example is provided in [this section](#config-1). **Optional arguments**: Argument | Description --- | --- **‑‑file‑extension** | Allows you to select the extension of output files. Available extensions: `.png`, `.jpg`, `.jpeg`, `.webp`, `.svg`, `.pdf`, `.eps`, `.json`. Default is `.svg`. +**‑‑group‑stats** | If present, there will be several languages on the charts at once. ### Config -The configuration file is a dictionary in yaml format, where for each column of the original dataset the types of graphs to be plotted are specified. You can also put the common parameters when plotting multiple graphs for one column in a separate `common` group. +The configuration file is a dictionary in yaml format, where +1) paths to datasets with statistics are specified +2) for each column of the original dataset, the types of graphs to be plotted are specified. You can also put the general parameters when plotting multiple graphs for one column in a separate `common` group. **Possible values of the charts**: * `line_chart` @@ -141,10 +143,18 @@ The result will be two graphs: line chart and histogram. The values in both char ### Examples #### Line chart - +

+ + +

#### Box plot - +

+ + +

#### Histogram - \ No newline at end of file +

+ +

From 8e6a27f5df271524e37a3db8458de0c03ee7eb48 Mon Sep 17 00:00:00 2001 From: Ilya Vlasov Date: Mon, 16 Aug 2021 14:00:04 +0500 Subject: [PATCH 11/19] Small fixes --- src/python/evaluation/plots/common/utils.py | 8 +++++++- .../evaluation/plots/raw_issues_statistics_plotter.py | 3 +++ 2 files changed, 10 insertions(+), 1 deletion(-) diff --git a/src/python/evaluation/plots/common/utils.py b/src/python/evaluation/plots/common/utils.py index 6f9e2540..4ee1fb5c 100644 --- a/src/python/evaluation/plots/common/utils.py +++ b/src/python/evaluation/plots/common/utils.py @@ -96,7 +96,13 @@ def create_line_chart( vertical_lines: LINES = None, ) -> go.Figure: fig = go.Figure(create_scatter_trace(df, x_column=x_axis, y_column=y_axis, color=color)) - update_figure(fig, margin=margin, vertical_lines=vertical_lines) + update_figure( + fig, + margin=margin, + vertical_lines=vertical_lines, + x_axis_name=x_axis, + y_axis_name=y_axis, + ) return fig diff --git a/src/python/evaluation/plots/raw_issues_statistics_plotter.py b/src/python/evaluation/plots/raw_issues_statistics_plotter.py index e3896621..6d8295ff 100644 --- a/src/python/evaluation/plots/raw_issues_statistics_plotter.py +++ b/src/python/evaluation/plots/raw_issues_statistics_plotter.py @@ -1,4 +1,5 @@ import argparse +import logging import sys from enum import Enum, unique from pathlib import Path @@ -137,6 +138,8 @@ def main(): configure_arguments(parser) args = parser.parse_args() + logging.basicConfig(level=logging.INFO) + extension = Extension(args.file_extension) config = parse_yaml(args.config_path) From 35993344bb118c823c5af0fa2eeb2cac32059e85 Mon Sep 17 00:00:00 2001 From: Ilya Vlasov Date: Mon, 16 Aug 2021 14:09:37 +0500 Subject: [PATCH 12/19] Updated examples --- .../examples/BEST_PRACTICES_box_plot.png | Bin 19384 -> 19449 bytes .../BEST_PRACTICES_box_plot_grouped.png | Bin 0 -> 21325 bytes .../examples/CODE_STYLE_ratio_histogram.png | Bin 24492 -> 24012 bytes 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17a13db13ad1daff56277b33d39235efb3af45ba Mon Sep 17 00:00:00 2001 From: Ilya Vlasov Date: Wed, 18 Aug 2021 12:51:32 +0500 Subject: [PATCH 13/19] Added script --- .../issues_statistics/__init__.py | 0 .../raw_issues_statistics_visualization.py | 217 ++++++++++++++++++ 2 files changed, 217 insertions(+) create mode 100644 src/python/evaluation/paper_evaluation/issues_statistics/__init__.py create mode 100644 src/python/evaluation/paper_evaluation/issues_statistics/raw_issues_statistics_visualization.py diff --git a/src/python/evaluation/paper_evaluation/issues_statistics/__init__.py b/src/python/evaluation/paper_evaluation/issues_statistics/__init__.py new file mode 100644 index 00000000..e69de29b diff --git a/src/python/evaluation/paper_evaluation/issues_statistics/raw_issues_statistics_visualization.py b/src/python/evaluation/paper_evaluation/issues_statistics/raw_issues_statistics_visualization.py new file mode 100644 index 00000000..9c69bcae --- /dev/null +++ b/src/python/evaluation/paper_evaluation/issues_statistics/raw_issues_statistics_visualization.py @@ -0,0 +1,217 @@ +import argparse +import logging +import sys +from dataclasses import dataclass +from enum import Enum +from pathlib import Path +from typing import Dict, List, Optional + +import pandas as pd +import plotly.graph_objects as go +from plotly.subplots import make_subplots +from src.python.evaluation.common.pandas_util import get_solutions_df_by_file_path +from src.python.evaluation.plots.common.utils import get_supported_extensions, save_plot +from src.python.evaluation.plots.plotters.raw_issues_statistics_plotters import prepare_stats +from src.python.review.common.file_system import Extension, parse_yaml + +logger = logging.getLogger(__name__) +COLORWAY = ['rgb(47,22,84)', 'rgb(99,47,177)', 'rgb(153,110,216)'] + + +class _ConfigFields(Enum): + PLOT_CONFIG = 'plot_config' + ROWS = 'rows' + COLS = 'cols' + SPECS = 'specs' + HEIGHT = 'height' + WIDTH = 'width' + X_AXIS_NAME = 'x_axis_name' + Y_AXIS_NAME = 'y_axis_name' + + RANGE_OF_VALUES = 'range_of_values' + TRACE_NAME = 'trace_name' + + +_PLOT_CONFIG = _ConfigFields.PLOT_CONFIG.value +_ROWS = _ConfigFields.ROWS.value +_COLS = _ConfigFields.COLS.value +_SPECS = _ConfigFields.SPECS.value +_HEIGHT = _ConfigFields.HEIGHT.value +_WIDTH = _ConfigFields.WIDTH.value +_X_AXIS_NAME = _ConfigFields.X_AXIS_NAME.value +_Y_AXIS_NAME = _ConfigFields.Y_AXIS_NAME.value +_RANGE_OF_VALUES = _ConfigFields.RANGE_OF_VALUES.value +_TRACE_NAME = _ConfigFields.TRACE_NAME.value + + +@dataclass +class PlotConfig: + name: str + rows: int = 1 + cols: int = 1 + height: int = 800 + width: int = 1600 + x_axis_name: str = 'Value' + y_axis_name: str = 'Quantity' + specs: Optional[List] = None + + @staticmethod + def get_from_dict(plot_name: str, config: Dict) -> 'PlotConfig': + params = {'name': plot_name} + params.update(config) + return PlotConfig(**params) + + +@dataclass +class TraceConfig: + column: str + range_of_values: Optional[range] = None + trace_name: Optional[str] = None + + @staticmethod + def get_from_dict(column_name: str, config: Dict) -> 'TraceConfig': + params = {'column': column_name} + params.update(config) + + if _RANGE_OF_VALUES in params: + params[_RANGE_OF_VALUES] = range(*params[_RANGE_OF_VALUES]) + + return TraceConfig(**params) + + +def configure_arguments(parser: argparse.ArgumentParser) -> None: + parser.add_argument( + 'stats_path', + type=lambda value: Path(value).absolute(), + help='Path to the statistics file. Must be an xlsx or csv file.', + ) + + parser.add_argument( + 'config_path', + type=lambda value: Path(value).absolute(), + help='Path to the yaml file containing information about the graphs to be plotted.', + ) + + parser.add_argument( + 'save_dir', + type=lambda value: Path(value).absolute(), + help='The directory where the plotted charts will be saved.', + ) + + parser.add_argument( + '--file-extension', + type=str, + default=Extension.SVG.value, + choices=get_supported_extensions(), + help='Allows you to select the extension of output files.', + ) + + +def build_subplots(df: pd.DataFrame, plot_config: PlotConfig, trace_configs: List[TraceConfig]) -> go.Figure: + fig = make_subplots( + rows=plot_config.rows, + cols=plot_config.cols, + specs=plot_config.specs, + ) + + if plot_config.specs is None: + plot_config.specs = [[{} for _ in range(plot_config.cols)] for _ in range(plot_config.rows)] + + current_index = 0 + current_row = 1 + for row in plot_config.specs: + current_column = 1 + for cell in row: + if cell is None: + current_column += 1 + continue + + trace_config = trace_configs[current_index] + + stats = prepare_stats( + df, + trace_config.column, + trace_config.range_of_values, + plot_config.x_axis_name, + plot_config.y_axis_name, + ) + + fig.add_scatter( + x=stats[plot_config.x_axis_name], + y=stats[plot_config.y_axis_name], + col=current_column, + row=current_row, + line={'width': 5}, + marker={'size': 10}, + name=trace_config.trace_name if trace_config.trace_name is not None else trace_config.column, + ) + + current_column += 1 + current_index += 1 + + current_row += 1 + + fig.update_layout( + width=plot_config.width, + height=plot_config.height, + font_size=22, + paper_bgcolor='rgba(0,0,0,0)', + plot_bgcolor='rgba(0,0,0,0)', + colorway=COLORWAY, + ) + + fig.update_xaxes( + showline=True, + linewidth=1, + linecolor='black', + mirror=True, + title=plot_config.x_axis_name, + ) + + fig.update_yaxes( + showline=True, + linewidth=1, + linecolor='black', + mirror=True, + title=plot_config.y_axis_name, + ) + + return fig + + +def plot_and_save(stats: pd.DataFrame, config: Dict, output_dir: Path, extension: Extension) -> None: + for group_name, group_config in config.items(): + plot_config = PlotConfig.get_from_dict(group_name, group_config.pop(_PLOT_CONFIG)) + trace_configs = [] + for column_name, column_config in group_config.items(): + trace_configs.append(TraceConfig.get_from_dict(column_name, column_config)) + subplots = build_subplots(stats, plot_config, trace_configs) + save_plot(subplots, output_dir, group_name, extension) + + +def main(): + parser = argparse.ArgumentParser() + configure_arguments(parser) + + try: + args = parser.parse_args() + + config = parse_yaml(args.config_path) + stats = get_solutions_df_by_file_path(args.stats_path) + + plot_and_save(stats, config, args.save_dir, Extension(args.file_extension)) + + return 0 + + except IndexError: + logger.error('The number of traces must be consistent with the number of rows and columns, ' + 'as well as the specs.') + return 2 + + except Exception: + logger.exception('An unexpected error.') + return 2 + + +if __name__ == "__main__": + sys.exit(main()) From 5d3bd3526771e7cd8d51ce63cddec56a6c5ca142 Mon Sep 17 00:00:00 2001 From: Ilya Vlasov Date: Wed, 18 Aug 2021 12:54:28 +0500 Subject: [PATCH 14/19] Small code refactoring --- .../raw_issues_statistics_plotters.py | 63 ++++++++++++------- 1 file changed, 42 insertions(+), 21 deletions(-) diff --git a/src/python/evaluation/plots/plotters/raw_issues_statistics_plotters.py b/src/python/evaluation/plots/plotters/raw_issues_statistics_plotters.py index abc74092..4e316e06 100644 --- a/src/python/evaluation/plots/plotters/raw_issues_statistics_plotters.py +++ b/src/python/evaluation/plots/plotters/raw_issues_statistics_plotters.py @@ -53,11 +53,17 @@ class PlotConfig: n_bins: Optional[int] = None -def _prepare_stats(stats: pd.DataFrame, config: PlotConfig, x_axis_name: str, y_axis_name: str) -> pd.DataFrame: - result_df = stats[[VALUE, config.column]] - - if config.range_of_values is not None: - result_df = result_df[result_df[VALUE].isin(config.range_of_values)] +def prepare_stats( + stats: pd.DataFrame, + column: str, + range_of_values: Optional[range], + x_axis_name: str, + y_axis_name: str, +) -> pd.DataFrame: + result_df = stats[[VALUE, column]] + + if range_of_values is not None: + result_df = result_df[result_df[VALUE].isin(range_of_values)] result_df.set_index(VALUE, inplace=True) @@ -67,25 +73,31 @@ def _prepare_stats(stats: pd.DataFrame, config: PlotConfig, x_axis_name: str, y_ # Fill in the missing intermediate values with zeros min_index, max_index = result_df.index.min(), result_df.index.max() if pd.isna(min_index) or pd.isna(max_index): - logger.warning(f'{config.column}: no data') + logger.warning(f'{column}: no data') else: result_df = result_df.reindex(range(min_index, max_index + 1), fill_value=0) result_df.reset_index(inplace=True) - return result_df.rename(columns={VALUE: x_axis_name, config.column: y_axis_name}) + return result_df.rename(columns={VALUE: x_axis_name, column: y_axis_name}) -def _get_axis_names(config: PlotConfig, default_x_axis_name: str, default_y_axis_name: str) -> Tuple[str, str]: - x_axis_name = default_x_axis_name - if config.x_axis_name is not None: - x_axis_name = config.x_axis_name +def _get_axis_names( + *, + x_axis_name: Optional[str], + y_axis_name: Optional[str], + default_x_axis_name: str, + default_y_axis_name: str, +) -> Tuple[str, str]: + new_x_axis_name = default_x_axis_name + if x_axis_name is not None: + new_x_axis_name = x_axis_name - y_axis_name = default_y_axis_name - if config.y_axis_name is not None: - y_axis_name = config.y_axis_name + new_y_axis_name = default_y_axis_name + if y_axis_name is not None: + new_y_axis_name = y_axis_name - return x_axis_name, y_axis_name + return new_x_axis_name, new_y_axis_name def plot_line_chart( @@ -93,12 +105,17 @@ def plot_line_chart( config: PlotConfig, group_stats: bool, ) -> Dict[str, go.Figure]: - x_axis_name, y_axis_name = _get_axis_names(config, default_x_axis_name='Value', default_y_axis_name='Quantity') + x_axis_name, y_axis_name = _get_axis_names( + x_axis_name=config.x_axis_name, + y_axis_name=config.y_axis_name, + default_x_axis_name='Value', + default_y_axis_name='Quantity', + ) if not group_stats: plots = {} for lang, stats in stats_by_lang.items(): - stats = _prepare_stats(stats, config, x_axis_name, y_axis_name) + stats = prepare_stats(stats, config.column, config.range_of_values, x_axis_name, y_axis_name) plots[lang] = create_line_chart( stats, x_axis=x_axis_name, @@ -111,7 +128,7 @@ def plot_line_chart( plot = go.Figure() for lang, stats in stats_by_lang.items(): - stats = _prepare_stats(stats, config, x_axis_name, y_axis_name) + stats = prepare_stats(stats, config.column, config.range_of_values, x_axis_name, y_axis_name) trace = create_scatter_trace(stats, x_column=x_axis_name, y_column=y_axis_name) trace.name = lang plot.add_trace(trace) @@ -134,7 +151,10 @@ def plot_histogram( group_stats: bool, ) -> Dict[str, go.Figure]: x_axis_name, y_axis_name = _get_axis_names( - config, default_x_axis_name='Value', default_y_axis_name='Quantity', + x_axis_name=config.x_axis_name, + y_axis_name=config.y_axis_name, + default_x_axis_name='Value', + default_y_axis_name='Quantity', ) if group_stats: @@ -142,7 +162,7 @@ def plot_histogram( plots = {} for lang, stats in stats_by_lang.items(): - stats = _prepare_stats(stats, config, x_axis_name, y_axis_name) + stats = prepare_stats(stats, config.column, config.range_of_values, x_axis_name, y_axis_name) plots[lang] = create_histogram( stats, x_axis_name, @@ -172,7 +192,8 @@ def plot_box_plot( group_stats: bool, ) -> Dict[str, go.Figure]: x_axis_name, y_axis_name = _get_axis_names( - config, + x_axis_name=config.x_axis_name, + y_axis_name=config.y_axis_name, default_x_axis_name='Category', default_y_axis_name='Values', ) From 9266dfb36a2aa944dd6e6fb1cda626ccffb85112 Mon Sep 17 00:00:00 2001 From: Ilya Vlasov Date: Wed, 18 Aug 2021 14:06:56 +0500 Subject: [PATCH 15/19] Added README and examples --- .../issues_statistics/README.md | 107 ++++++++++++++++++ .../issues_statistics/examples/countable.png | Bin 0 -> 147959 bytes .../examples/maintainability_and_cohesion.png | Bin 0 -> 108669 bytes .../issues_statistics/examples/measurable.png | Bin 0 -> 135918 bytes .../issues_statistics/examples/ratio.png | Bin 0 -> 116254 bytes 5 files changed, 107 insertions(+) create mode 100644 src/python/evaluation/paper_evaluation/issues_statistics/README.md create mode 100644 src/python/evaluation/paper_evaluation/issues_statistics/examples/countable.png create mode 100644 src/python/evaluation/paper_evaluation/issues_statistics/examples/maintainability_and_cohesion.png create mode 100644 src/python/evaluation/paper_evaluation/issues_statistics/examples/measurable.png create mode 100644 src/python/evaluation/paper_evaluation/issues_statistics/examples/ratio.png diff --git a/src/python/evaluation/paper_evaluation/issues_statistics/README.md b/src/python/evaluation/paper_evaluation/issues_statistics/README.md new file mode 100644 index 00000000..e8415485 --- /dev/null +++ b/src/python/evaluation/paper_evaluation/issues_statistics/README.md @@ -0,0 +1,107 @@ +# Raw issue statistics visualization + +This script allows you to visualize raw issue statistics for a paper. + +## Usage +Run the [raw_issues_statistics_visualization.py](./raw_issues_statistics_visualization.py) with the arguments from command line. + +**Required arguments**: + +-`stats_path` — path to a file with stats that were founded by [get_raw_issues_statistics.py](../../issues_statistics/get_raw_issues_statistics.py). Must be an xlsx or csv file. +-`config_path` — path to the yaml file containing information about the charts to be plotted. A description of the config and its example is provided in [this section](#config). +-`save_dir` — directory where the plotted charts will be saved. + +**Optional arguments**: +Argument | Description +--- | --- +**‑‑file‑extension** | Allows you to select the extension of output files. Available extensions: `.png`, `.jpg`, `.jpeg`, `.webp`, `.svg`, `.pdf`, `.eps`, `.json`. Default is `.svg`. + +## Config +The configuration file is a yaml file where each group name has its config. The group config contains `plot_config` and configs for each column of statistics. + +The `plot_config` consists of the following parameters: +- `rows` — number of rows. Default: `1`. +- `cols` — number of cols. Default: `1`. +- `height` — graph height. Default: `800`. +- `width` — graph width. Default: `1600`. +- `x_axis_name` — name of the x-axis. Default: `Value`. +- `y_axis_name` — name of the y-axis. Default: `Quantity`. +- `specs` — сonfiguration of traces on the graph. See [documentation](https://plotly.com/python-api-reference/generated/plotly.subplots.make_subplots.html) for details. Default: `None`. + +The column config consists of the following arguments: +- `range_of_values` — allows you to filter the values. It is an array of two values: a and b. Only values that belong to the range [a, b) are taken into account when plotting. By default, all values are taken into account when plotting. +- `trace_name` — trace name. The default is the name of the column. + +## Examples +### config.yaml +```yaml +measurable: + plot_config: + rows: 2 + cols: 2 + specs: [[{}, {}], [{colspan: 2}, null]] + x_axis_name: Measure + y_axis_name: Number of issues + BOOL_EXPR_LEN: + range_of_values: [1, 11] + trace_name: Boolean Expresion Length + CYCLOMATIC_COMPLEXITY: + range_of_values: [1, 11] + trace_name: Cyclomatic Complexity + FUNC_LEN: + range_of_values: [0, 60] + trace_name: Function Length + +maintainability_and_cohesion: + plot_config: + rows: 2 + width: 1000 + x_axis_name: Lack of measure (%) + y_axis_name: Number of issues + MAINTAINABILITY: + trace_name: Maintainability + COHESION: + trace_name: Cohesion + +ratio: + plot_config: + rows: 2 + width: 1000 + x_axis_name: Ratio (%) + y_axis_name: Number of fragments + CODE_STYLE_ratio: + range_of_values: [ 1, 101 ] + trace_name: Code Style + LINE_LEN_ratio: + range_of_values: [ 1, 101 ] + trace_name: Line Length + +countable: + plot_config: + rows: 2 + cols: 2 + specs: [[{"rowspan": 2}, {}], [null, {}]] + x_axis_name: Number of issues in one fragment + y_axis_name: Number of fragments + ERROR_PRONE: + range_of_values: [ 0, 10 ] + trace_name: Error Prone + BEST_PRACTICES: + range_of_values: [ 0, 10 ] + trace_name: Best Practices + COMPLEXITY: + range_of_values: [ 0, 10 ] + trace_name: Complexity +``` + +### measurable.png + + +### maintainability_and_cohesion.png + + +### ratio.png + + +### countable.png + diff --git a/src/python/evaluation/paper_evaluation/issues_statistics/examples/countable.png b/src/python/evaluation/paper_evaluation/issues_statistics/examples/countable.png new file mode 100644 index 0000000000000000000000000000000000000000..28f86363e2184fb69b07487a34940b407c37153d GIT binary patch literal 147959 zcmeFZc|6qZ{y#oMQOTB+J&BAYgzRKQmSh>SmwjKe8${VEk#z`>eGM_zaf`B(Y}vE# z`!X0~e%H9~bD#Ts9_K#a^Z5OJ{%LxfnfF}F>v}EE=kxUrd-PC&;w-~i2n0g$KoO<^ zft;3sKu)odod$pL`K?F~0%3zZfXQlk8m)|Zy=QVu#&33KThNe&u%QB|IFto=NvPB# 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--- .../paper_evaluation/issues_statistics/README.md | 8 ++++---- 1 file changed, 4 insertions(+), 4 deletions(-) diff --git a/src/python/evaluation/paper_evaluation/issues_statistics/README.md b/src/python/evaluation/paper_evaluation/issues_statistics/README.md index e8415485..d09fb711 100644 --- a/src/python/evaluation/paper_evaluation/issues_statistics/README.md +++ b/src/python/evaluation/paper_evaluation/issues_statistics/README.md @@ -95,13 +95,13 @@ countable: ``` ### measurable.png - + ### maintainability_and_cohesion.png - + ### ratio.png - + ### countable.png - + From c8ea7b14af43e226be970742dfc177a1b77aa57e Mon Sep 17 00:00:00 2001 From: Ilya Vlasov <55441714+GirZ0n@users.noreply.github.com> Date: Wed, 18 Aug 2021 14:19:41 +0500 Subject: [PATCH 17/19] Changed width --- .../paper_evaluation/issues_statistics/README.md | 8 ++++---- 1 file changed, 4 insertions(+), 4 deletions(-) diff --git a/src/python/evaluation/paper_evaluation/issues_statistics/README.md b/src/python/evaluation/paper_evaluation/issues_statistics/README.md index d09fb711..eadd333b 100644 --- a/src/python/evaluation/paper_evaluation/issues_statistics/README.md +++ b/src/python/evaluation/paper_evaluation/issues_statistics/README.md @@ -95,13 +95,13 @@ countable: ``` ### measurable.png - + ### maintainability_and_cohesion.png - + ### ratio.png - + ### countable.png - + From dc4dad10a788025d72e875084f4bcf551d5b69dd Mon Sep 17 00:00:00 2001 From: Ilya Vlasov <55441714+GirZ0n@users.noreply.github.com> Date: Wed, 18 Aug 2021 14:20:43 +0500 Subject: [PATCH 18/19] Changed width --- .../evaluation/paper_evaluation/issues_statistics/README.md | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/src/python/evaluation/paper_evaluation/issues_statistics/README.md b/src/python/evaluation/paper_evaluation/issues_statistics/README.md index eadd333b..0c185a79 100644 --- a/src/python/evaluation/paper_evaluation/issues_statistics/README.md +++ b/src/python/evaluation/paper_evaluation/issues_statistics/README.md @@ -98,10 +98,10 @@ countable: ### maintainability_and_cohesion.png - + ### ratio.png - + ### countable.png From cdc4c40493202e4498b32d92da79e2542820e5c8 Mon Sep 17 00:00:00 2001 From: Ilya Vlasov Date: Wed, 18 Aug 2021 19:08:56 +0500 Subject: [PATCH 19/19] Fixed PR issues --- .../raw_issues_statistics_visualization.py | 70 ++++++++----------- 1 file changed, 30 insertions(+), 40 deletions(-) diff --git a/src/python/evaluation/paper_evaluation/issues_statistics/raw_issues_statistics_visualization.py b/src/python/evaluation/paper_evaluation/issues_statistics/raw_issues_statistics_visualization.py index 9c69bcae..10450119 100644 --- a/src/python/evaluation/paper_evaluation/issues_statistics/raw_issues_statistics_visualization.py +++ b/src/python/evaluation/paper_evaluation/issues_statistics/raw_issues_statistics_visualization.py @@ -107,6 +107,27 @@ def configure_arguments(parser: argparse.ArgumentParser) -> None: ) +def _update_fig(fig: go.Figure, plot_config: PlotConfig) -> None: + fig.update_layout( + width=plot_config.width, + height=plot_config.height, + font_size=22, + paper_bgcolor='rgba(0,0,0,0)', + plot_bgcolor='rgba(0,0,0,0)', + colorway=COLORWAY, + ) + + axes_common_params = { + 'showline': True, + 'linewidth': 1, + 'linecolor': 'black', + 'mirror': True, + } + + fig.update_xaxes(title=plot_config.x_axis_name, **axes_common_params) + fig.update_yaxes(title=plot_config.y_axis_name, **axes_common_params) + + def build_subplots(df: pd.DataFrame, plot_config: PlotConfig, trace_configs: List[TraceConfig]) -> go.Figure: fig = make_subplots( rows=plot_config.rows, @@ -117,16 +138,12 @@ def build_subplots(df: pd.DataFrame, plot_config: PlotConfig, trace_configs: Lis if plot_config.specs is None: plot_config.specs = [[{} for _ in range(plot_config.cols)] for _ in range(plot_config.rows)] - current_index = 0 - current_row = 1 - for row in plot_config.specs: - current_column = 1 - for cell in row: + for row_index, row in enumerate(plot_config.specs, start=1): + for column_index, cell in enumerate(row, start=1): if cell is None: - current_column += 1 continue - trace_config = trace_configs[current_index] + trace_config = trace_configs.pop(0) stats = prepare_stats( df, @@ -139,42 +156,14 @@ def build_subplots(df: pd.DataFrame, plot_config: PlotConfig, trace_configs: Lis fig.add_scatter( x=stats[plot_config.x_axis_name], y=stats[plot_config.y_axis_name], - col=current_column, - row=current_row, + col=column_index, + row=row_index, line={'width': 5}, marker={'size': 10}, name=trace_config.trace_name if trace_config.trace_name is not None else trace_config.column, ) - current_column += 1 - current_index += 1 - - current_row += 1 - - fig.update_layout( - width=plot_config.width, - height=plot_config.height, - font_size=22, - paper_bgcolor='rgba(0,0,0,0)', - plot_bgcolor='rgba(0,0,0,0)', - colorway=COLORWAY, - ) - - fig.update_xaxes( - showline=True, - linewidth=1, - linecolor='black', - mirror=True, - title=plot_config.x_axis_name, - ) - - fig.update_yaxes( - showline=True, - linewidth=1, - linecolor='black', - mirror=True, - title=plot_config.y_axis_name, - ) + _update_fig(fig, plot_config) return fig @@ -204,8 +193,9 @@ def main(): return 0 except IndexError: - logger.error('The number of traces must be consistent with the number of rows and columns, ' - 'as well as the specs.') + logger.error( + 'The number of traces must be consistent with the number of rows and columns, as well as the specs.', + ) return 2 except Exception:

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