Index

_

__init__() (popmon.alerting.alerts_summary.AlertsSummary method) (popmon.alerting.compute_tl_bounds.ComputeTLBounds method) (popmon.alerting.compute_tl_bounds.DynamicBounds method) (popmon.alerting.compute_tl_bounds.StaticBounds method) (popmon.alerting.compute_tl_bounds.TrafficLightAlerts method) (popmon.analysis.apply_func.ApplyFunc method) (popmon.analysis.comparison.hist_comparer.ExpandingHistComparer method) (popmon.analysis.comparison.hist_comparer.ExpandingNormHistComparer method) (popmon.analysis.comparison.hist_comparer.HistComparer method) (popmon.analysis.comparison.hist_comparer.NormHistComparer method) (popmon.analysis.comparison.hist_comparer.PreviousHistComparer method) (popmon.analysis.comparison.hist_comparer.ReferenceHistComparer method) (popmon.analysis.comparison.hist_comparer.ReferenceNormHistComparer method) (popmon.analysis.comparison.hist_comparer.RollingHistComparer method) (popmon.analysis.comparison.hist_comparer.RollingNormHistComparer method) (popmon.analysis.merge_statistics.MergeStatistics method) (popmon.analysis.profiling.hist_profiler.HistProfiler method) (popmon.analysis.profiling.pull_calculator.ExpandingPullCalculator method) (popmon.analysis.profiling.pull_calculator.PullCalculator method) (popmon.analysis.profiling.pull_calculator.ReferencePullCalculator method) (popmon.analysis.profiling.pull_calculator.RefMedianMadPullCalculator method) (popmon.analysis.profiling.pull_calculator.RollingPullCalculator method) (popmon.base.module.Module method) (popmon.base.pipeline.Pipeline method) (popmon.hist.hist_splitter.HistSplitter method) (popmon.io.file_reader.FileReader method) (popmon.io.file_writer.FileWriter method) (popmon.io.json_reader.JsonReader method) (popmon.pipeline.amazing_pipeline.AmazingPipeline method) (popmon.pipeline.metrics_pipelines.ExpandingReferenceMetricsPipeline method) (popmon.pipeline.metrics_pipelines.ExternalReferenceMetricsPipeline method) (popmon.pipeline.metrics_pipelines.RollingReferenceMetricsPipeline method) (popmon.pipeline.metrics_pipelines.SelfReferenceMetricsPipeline method) (popmon.pipeline.report.StabilityReport method) (popmon.pipeline.report_pipelines.ExpandingReference method) (popmon.pipeline.report_pipelines.ExternalReference method) (popmon.pipeline.report_pipelines.ReportPipe method) (popmon.pipeline.report_pipelines.RollingReference method) (popmon.pipeline.report_pipelines.SelfReference method) (popmon.stitching.hist_stitcher.HistStitcher method) (popmon.visualization.alert_section_generator.AlertSectionGenerator method) (popmon.visualization.histogram_section.HistogramSection method) (popmon.visualization.overview_section.OverviewSectionGenerator method) (popmon.visualization.report_generator.ReportGenerator method) (popmon.visualization.section_generator.SectionGenerator method) (popmon.visualization.traffic_light_section_generator.TrafficLightSectionGenerator method)

A

add_apply_func() (popmon.analysis.apply_func.ApplyFunc method) add_modules() (popmon.base.pipeline.Pipeline method) alerts (popmon.config.Section attribute) AlertSectionGenerator (class in popmon.visualization.alert_section_generator) AlertsSummary (class in popmon.alerting.alerts_summary)

AmazingPipeline (class in popmon.pipeline.amazing_pipeline) apply_func() (in module popmon.analysis.apply_func) apply_func_array() (in module popmon.analysis.apply_func) ApplyFunc (class in popmon.analysis.apply_func) assert_similar_hists() (in module popmon.analysis.hist_numpy)

B

bin_specs (popmon.config.Settings attribute)

binning (popmon.config.Settings attribute)

C

check_same_hists() (in module popmon.analysis.hist_numpy) check_similar_hists() (in module popmon.analysis.hist_numpy) collect_traffic_light_bounds() (in module popmon.alerting.compute_tl_bounds) combine_classes() (in module popmon.base.module) Comparison (class in popmon.config)

comparison (popmon.config.Settings attribute) comparisons (popmon.config.Section attribute) ComputeTLBounds (class in popmon.alerting.compute_tl_bounds) convert_time_delta() (in module popmon.visualization.utils) covariance_multinomial_probability_distribution() (in module popmon.stats.numpy)

D

data() (in module popmon.resources) datastore_helper() (in module popmon.base.module) df_single_op_pull_bounds() (in module popmon.alerting.compute_tl_bounds)

df_stability_metrics() (in module popmon.pipeline.metrics) df_stability_report() (in module popmon.pipeline.report) DynamicBounds (class in popmon.alerting.compute_tl_bounds)

E

expand() (in module popmon.analysis.functions) expand_norm_hist_mean_cov() (in module popmon.analysis.functions) expanding_apply() (in module popmon.analysis.functions) expanding_hist() (in module popmon.analysis.functions) expanding_mean() (in module popmon.analysis.functions) expanding_std() (in module popmon.analysis.functions) ExpandingHistComparer (class in popmon.analysis.comparison.hist_comparer)

ExpandingNormHistComparer (class in popmon.analysis.comparison.hist_comparer) ExpandingPullCalculator (class in popmon.analysis.profiling.pull_calculator) ExpandingReference (class in popmon.pipeline.report_pipelines) ExpandingReferenceMetricsPipeline (class in popmon.pipeline.metrics_pipelines) extended_report (popmon.config.Report attribute) ExternalReference (class in popmon.pipeline.report_pipelines) ExternalReferenceMetricsPipeline (class in popmon.pipeline.metrics_pipelines)

F

features (popmon.config.Settings attribute) FileReader (class in popmon.io.file_reader)

FileWriter (class in popmon.io.file_writer) filter_metrics() (in module popmon.utils)

G

get_2dgrid() (in module popmon.analysis.hist_numpy) get_bin_centers() (in module popmon.hist.hist_utils) get_consistent_numpy_1dhists() (in module popmon.analysis.hist_numpy) get_consistent_numpy_2dgrids() (in module popmon.analysis.hist_numpy) get_consistent_numpy_entries() (in module popmon.analysis.hist_numpy) get_consistent_numpy_ndgrids() (in module popmon.analysis.hist_numpy) get_contentType() (in module popmon.analysis.hist_numpy) get_datastore_object() (popmon.base.module.Module static method) get_description() (popmon.alerting.compute_tl_bounds.ComputeTLBounds method) get_dynamic_bound_modules() (in module popmon.pipeline.metrics_pipelines) get_extras() (in module popmon.extensions.utils)

get_features() (popmon.base.module.Module method) get_histogram() (in module popmon.hist.hist_utils) get_ndgrid() (in module popmon.analysis.hist_numpy) get_reproduction_table() (in module popmon.visualization.utils) get_splitting_modules() (in module popmon.pipeline.metrics_pipelines) get_stat_description() (in module popmon.visualization.section_generator) get_static_bound_modules() (in module popmon.pipeline.metrics_pipelines) get_summary_table() (in module popmon.visualization.utils) get_traffic_light_modules() (in module popmon.pipeline.metrics_pipelines) get_trend_modules() (in module popmon.pipeline.metrics_pipelines) googl_test() (in module popmon.analysis.comparison.comparisons)

H

hex_to_rgb() (in module popmon.visualization.utils) hist_compare() (in module popmon.analysis.comparison.hist_comparer) hist_sum() (in module popmon.analysis.functions) HistComparer (class in popmon.analysis.comparison.hist_comparer)

histograms (popmon.config.Section attribute) HistogramSection (class in popmon.visualization.histogram_section) HistProfiler (class in popmon.analysis.profiling.hist_profiler) HistSplitter (class in popmon.hist.hist_splitter) HistStitcher (class in popmon.stitching.hist_stitcher)

J

JsonReader (class in popmon.io.json_reader)

K

ks_prob() (in module popmon.analysis.comparison.comparisons)

ks_test() (in module popmon.analysis.comparison.comparisons)

L

last_n (popmon.config.Report attribute)

M

mad() (in module popmon.stats.numpy) mean() (in module popmon.stats.numpy) median() (in module popmon.stats.numpy) MergeStatistics (class in popmon.analysis.merge_statistics) module popmon popmon.alerting popmon.alerting.alerts_summary popmon.alerting.compute_tl_bounds popmon.analysis popmon.analysis.apply_func popmon.analysis.comparison popmon.analysis.comparison.comparisons popmon.analysis.comparison.hist_comparer popmon.analysis.functions popmon.analysis.hist_numpy popmon.analysis.merge_statistics popmon.analysis.profiling popmon.analysis.profiling.hist_profiler popmon.analysis.profiling.profiles popmon.analysis.profiling.pull_calculator popmon.base popmon.base.module popmon.base.pipeline popmon.base.registry popmon.config popmon.extensions popmon.extensions.extension popmon.extensions.profile_diptest popmon.extensions.utils popmon.hist popmon.hist.filling popmon.hist.hist_splitter popmon.hist.hist_utils popmon.io popmon.io.file_reader popmon.io.file_writer popmon.io.json_reader popmon.pipeline popmon.pipeline.amazing_pipeline popmon.pipeline.dataset_splitter popmon.pipeline.metrics popmon.pipeline.metrics_pipelines popmon.pipeline.report popmon.pipeline.report_pipelines popmon.resources popmon.stats popmon.stats.numpy popmon.stitching popmon.stitching.hist_stitcher popmon.utils popmon.version popmon.visualization popmon.visualization.alert_section_generator popmon.visualization.histogram_section popmon.visualization.overview_section popmon.visualization.report_generator popmon.visualization.section_generator popmon.visualization.traffic_light_section_generator popmon.visualization.utils

Module (class in popmon.base.module) ModuleMetaClass (class in popmon.base.module) Monitoring (class in popmon.config) monitoring (popmon.config.Settings attribute) monitoring_rules (popmon.config.Monitoring attribute)

N

normalized_hist_mean_cov() (in module popmon.analysis.functions)

NormHistComparer (class in popmon.analysis.comparison.hist_comparer) notebook() (in module popmon.resources)

O

online_report (popmon.config.Report attribute)

overview (popmon.config.Section attribute) OverviewSectionGenerator (class in popmon.visualization.overview_section)

P

parallel() (in module popmon.utils) Pipeline (class in popmon.base.pipeline) plot_bars() (in module popmon.visualization.utils) plot_heatmap() (in module popmon.visualization.utils) plot_histogram_overlay() (in module popmon.visualization.utils) popmon module popmon.alerting module popmon.alerting.alerts_summary module popmon.alerting.compute_tl_bounds module popmon.analysis module popmon.analysis.apply_func module popmon.analysis.comparison module popmon.analysis.comparison.comparisons module popmon.analysis.comparison.hist_comparer module popmon.analysis.functions module popmon.analysis.hist_numpy module popmon.analysis.merge_statistics module popmon.analysis.profiling module popmon.analysis.profiling.hist_profiler module popmon.analysis.profiling.profiles module popmon.analysis.profiling.pull_calculator module popmon.base module popmon.base.module module popmon.base.pipeline module popmon.base.registry module popmon.config module popmon.extensions module popmon.extensions.extension module popmon.extensions.profile_diptest module popmon.extensions.utils module popmon.hist module popmon.hist.filling module popmon.hist.hist_splitter module popmon.hist.hist_utils module popmon.io module

popmon.io.file_reader module popmon.io.file_writer module popmon.io.json_reader module popmon.pipeline module popmon.pipeline.amazing_pipeline module popmon.pipeline.dataset_splitter module popmon.pipeline.metrics module popmon.pipeline.metrics_pipelines module popmon.pipeline.report module popmon.pipeline.report_pipelines module popmon.resources module popmon.stats module popmon.stats.numpy module popmon.stitching module popmon.stitching.hist_stitcher module popmon.utils module popmon.version module popmon.visualization module popmon.visualization.alert_section_generator module popmon.visualization.histogram_section module popmon.visualization.overview_section module popmon.visualization.report_generator module popmon.visualization.section_generator module popmon.visualization.traffic_light_section_generator module popmon.visualization.utils module prepare_2dgrid() (in module popmon.analysis.hist_numpy) prepare_ndgrid() (in module popmon.analysis.hist_numpy) PreviousHistComparer (class in popmon.analysis.comparison.hist_comparer) primary_color (popmon.config.Report attribute) probability_distribution_mean_covariance() (in module popmon.stats.numpy) profile_fraction_of_true() (in module popmon.analysis.profiling.profiles) profiles (popmon.config.Section attribute) project_on_x() (in module popmon.hist.hist_utils) project_split2dhist_on_axis() (in module popmon.hist.hist_utils) pull() (in module popmon.analysis.functions) pull_bounds() (in module popmon.alerting.compute_tl_bounds) pull_rules (popmon.config.Monitoring attribute) PullCalculator (class in popmon.analysis.profiling.pull_calculator)

Q

quantile() (in module popmon.stats.numpy)

R

reference_type (popmon.config.Settings attribute) ReferenceHistComparer (class in popmon.analysis.comparison.hist_comparer) ReferenceNormHistComparer (class in popmon.analysis.comparison.hist_comparer) ReferencePullCalculator (class in popmon.analysis.profiling.pull_calculator) RefMedianMadPullCalculator (class in popmon.analysis.profiling.pull_calculator) regenerate() (popmon.pipeline.report.StabilityReport method) relative_chi_squared() (in module popmon.analysis.functions) Report (class in popmon.config) report (popmon.config.Settings attribute) report_filepath (popmon.config.Report attribute) ReportGenerator (class in popmon.visualization.report_generator) ReportPipe (class in popmon.pipeline.report_pipelines) roll() (in module popmon.analysis.functions)

roll_norm_hist_mean_cov() (in module popmon.analysis.functions) rolling_apply() (in module popmon.analysis.functions) rolling_hist() (in module popmon.analysis.functions) rolling_lr() (in module popmon.analysis.functions) rolling_lr_zscore() (in module popmon.analysis.functions) rolling_mean() (in module popmon.analysis.functions) rolling_std() (in module popmon.analysis.functions) RollingHistComparer (class in popmon.analysis.comparison.hist_comparer) RollingNormHistComparer (class in popmon.analysis.comparison.hist_comparer) RollingPullCalculator (class in popmon.analysis.profiling.pull_calculator) RollingReference (class in popmon.pipeline.report_pipelines) RollingReferenceMetricsPipeline (class in popmon.pipeline.metrics_pipelines) run() (in module popmon.pipeline.amazing_pipeline)

S

Section (class in popmon.config) section (popmon.config.Report attribute) SectionGenerator (class in popmon.visualization.section_generator) SelfReference (class in popmon.pipeline.report_pipelines) SelfReferenceMetricsPipeline (class in popmon.pipeline.metrics_pipelines) set_2dgrid() (in module popmon.analysis.hist_numpy) set_logger() (popmon.base.module.Module method) (popmon.base.pipeline.Pipeline method) set_ndgrid() (in module popmon.analysis.hist_numpy) Settings (class in popmon.config) shift (popmon.config.Comparison attribute) short_date() (in module popmon.utils) show_stats (popmon.config.Report attribute)

skip_first_n (popmon.config.Report attribute) skip_last_n (popmon.config.Report attribute) sparse_bin_centers_x() (in module popmon.hist.hist_utils) split_dataset() (in module popmon.pipeline.dataset_splitter) split_hist_along_first_dimension() (in module popmon.hist.hist_utils) stability_metrics() (in module popmon.pipeline.metrics) stability_report() (in module popmon.pipeline.report) StabilityReport (class in popmon.pipeline.report) StaticBounds (class in popmon.alerting.compute_tl_bounds) std() (in module popmon.stats.numpy) stitch_histograms() (in module popmon.stitching.hist_stitcher) (popmon.stitching.hist_stitcher.HistStitcher method) sum_entries() (in module popmon.hist.hist_utils) sum_over_x() (in module popmon.hist.hist_utils)

T

templates_env() (in module popmon.resources) time_axis (popmon.config.Settings attribute) title (popmon.config.Report attribute) tl_colors (popmon.config.Report attribute) to_file() (popmon.pipeline.report.StabilityReport method) to_html() (popmon.pipeline.report.StabilityReport method) to_notebook_iframe() (popmon.pipeline.report.StabilityReport method) traffic_light() (in module popmon.alerting.compute_tl_bounds) traffic_light_summary() (in module popmon.alerting.compute_tl_bounds) traffic_lights (popmon.config.Section attribute) TrafficLightAlerts (class in popmon.alerting.compute_tl_bounds) TrafficLightSectionGenerator (class in popmon.visualization.traffic_light_section_generator) transform() (popmon.alerting.alerts_summary.AlertsSummary method) (popmon.alerting.compute_tl_bounds.ComputeTLBounds method) (popmon.alerting.compute_tl_bounds.DynamicBounds method) (popmon.alerting.compute_tl_bounds.StaticBounds method) (popmon.alerting.compute_tl_bounds.TrafficLightAlerts method) (popmon.analysis.apply_func.ApplyFunc method) (popmon.analysis.comparison.hist_comparer.ExpandingHistComparer method) (popmon.analysis.comparison.hist_comparer.ExpandingNormHistComparer method) (popmon.analysis.comparison.hist_comparer.ReferenceHistComparer method) (popmon.analysis.comparison.hist_comparer.ReferenceNormHistComparer method) (popmon.analysis.comparison.hist_comparer.RollingHistComparer method) (popmon.analysis.comparison.hist_comparer.RollingNormHistComparer method) (popmon.analysis.merge_statistics.MergeStatistics method) (popmon.analysis.profiling.hist_profiler.HistProfiler method) (popmon.analysis.profiling.pull_calculator.ExpandingPullCalculator method) (popmon.analysis.profiling.pull_calculator.ReferencePullCalculator method) (popmon.analysis.profiling.pull_calculator.RefMedianMadPullCalculator method) (popmon.analysis.profiling.pull_calculator.RollingPullCalculator method) (popmon.base.module.Module method) (popmon.base.pipeline.Pipeline method) (popmon.hist.hist_splitter.HistSplitter method) (popmon.io.file_reader.FileReader method) (popmon.io.file_writer.FileWriter method) (popmon.io.json_reader.JsonReader method) (popmon.pipeline.report_pipelines.ReportPipe method) (popmon.stitching.hist_stitcher.HistStitcher method) (popmon.visualization.alert_section_generator.AlertSectionGenerator method) (popmon.visualization.histogram_section.HistogramSection method) (popmon.visualization.overview_section.OverviewSectionGenerator method) (popmon.visualization.report_generator.ReportGenerator method) (popmon.visualization.section_generator.SectionGenerator method) (popmon.visualization.traffic_light_section_generator.TrafficLightSectionGenerator method)

U

uu_chi2() (in module popmon.analysis.comparison.comparisons)

V

ValidatedSettings (class in popmon.config)

W

window (popmon.config.Comparison attribute)

write_extras() (in module popmon.extensions.utils)

X

xtick() (in module popmon.visualization.utils)