API Reference

Algorithms

• Algorithms
  • Submodules
    • Capacity Change
      • CapacityChange
      • custom_round()
    • Clipping
      • ClippingDetection
    • Dilation
      • Dilation
      • build_dilated_idx()
      • check_sanity()
      • compute_integral_interpolation()
      • dilate_signal()
      • extrapolate_signal_after_sunset()
      • initialize_arrays()
      • interpolate()
      • undilate_quantiles()
      • undilate_signal()
    • Loss Factor Analysis
      • LossFactorAnalysis
      • SetEqual
      • attribute_losses()
      • enumerate_paths()
      • enumerate_paths_full()
      • make_sawtooth_dictionary()
      • make_st()
      • model_wrapper()
      • waterfall_plot()
    • Shade
      • ShadeAnalysis
      • batch_process()
      • delta_cooper()
      • make_class_parameters()
      • my_round()
      • undo_batch_process()
    • Soiling
      • SoilingAnalysis
      • soiling_seperation()
      • soiling_seperation_old()
    • Sunrise Sunset Estimation
      • SunriseSunset
      • clock_to_solar()
      • eot_da_rosa()
      • eot_duffie()
      • num_daylight_hours()
      • solar_to_clock()
      • sunrise_sunset_times()
      • sunset_hour_angle()
    • Time Shifts
      • TimeShift

Submodules

• Circular Statistics
  • rayleightest()
• Clear Day Detection
  • ClearDayDetection
    • ClearDayDetection.filter_for_sparsity()
    • ClearDayDetection.find_clear_days()
    • ClearDayDetection.plot_analysis()
• Clear Time Labeling
  • find_clear_times()
• Data Filling
  • interp_missing()
  • zero_nighttime()
• Data Handler
  • BooleanMasks
  • DailyFlags
    • DailyFlags.flag_clear_cloudy()
    • DailyFlags.flag_no_errors()
  • DailyScores
  • DailySignals
  • DataHandler
    • DataHandler.augment_data_frame()
    • DataHandler.auto_fix_time_shifts()
    • DataHandler.calculate_scsf_performance_index()
    • DataHandler.capacity_clustering()
    • DataHandler.clipping_check()
    • DataHandler.detect_clear_days()
    • DataHandler.estimate_latitude()
    • DataHandler.estimate_location_and_orientation()
    • DataHandler.estimate_longitude()
    • DataHandler.estimate_orientation()
    • DataHandler.find_clear_times()
    • DataHandler.find_clipped_times()
    • DataHandler.fit_statistical_clear_sky_model()
    • DataHandler.fix_dst()
    • DataHandler.generate_extra_matrix()
    • DataHandler.get_daily_flags()
    • DataHandler.get_daily_scores()
    • DataHandler.get_density_scores()
    • DataHandler.get_linearity_scores()
    • DataHandler.make_data_matrix()
    • DataHandler.make_filled_data_matrix()
    • DataHandler.plot_capacity_change_analysis()
    • DataHandler.plot_cdf_analysis()
    • DataHandler.plot_circ_dist()
    • DataHandler.plot_clipping()
    • DataHandler.plot_daily_energy()
    • DataHandler.plot_daily_max_cdf()
    • DataHandler.plot_daily_max_cdf_and_pdf()
    • DataHandler.plot_daily_max_pdf()
    • DataHandler.plot_daily_signals()
    • DataHandler.plot_data_quality_scatter()
    • DataHandler.plot_density_signal()
    • DataHandler.plot_heatmap()
    • DataHandler.plot_polar_transform()
    • DataHandler.plot_time_shift_analysis_results()
    • DataHandler.report()
    • DataHandler.run_loss_factor_analysis()
    • DataHandler.run_pipeline()
    • DataHandler.score_data_set()
    • DataHandler.setup_location_and_orientation_estimation()
• Data Quality
  • daily_missing_data_simple()
  • dataset_quality_score()
  • make_density_scores()
  • make_linearity_scores()
  • make_quality_flags()
• Data IO
  • get_pvdaq_data()
  • load_cassandra_data()
  • load_constellation_data()
  • load_pvo_data()
  • load_redshift_data()
• Daytime
  • detect_sun()
  • find_daytime()
  • scale_data()
• Matrix Embedding
  • find_start_end()
  • make_2d()
• Model Soiling
  • generate_my_soiling_signals()
  • half_one_matrix()
  • simulate_PV_time_series()
  • simulate_PV_time_series_seasonal_soiling()
• Plotting
  • plot_2d()
• Polar Transform
  • PolarTransform
    • PolarTransform.normalize_days()
    • PolarTransform.plot_transformation()
    • PolarTransform.transform()
• PVPRO Post Processing
  • PVPROPostProcessor
    • PVPROPostProcessor.analyze()
    • PVPROPostProcessor.boundary_points()
    • PVPROPostProcessor.boundary_to_nan()
    • PVPROPostProcessor.data_setup()
    • PVPROPostProcessor.error_analysis()
    • PVPROPostProcessor.ln_df()
    • PVPROPostProcessor.optimize()
    • PVPROPostProcessor.plot_original_space()
    • PVPROPostProcessor.plot_sd_space()
    • PVPROPostProcessor.retreive_result()
    • PVPROPostProcessor.scale_max_1()
    • PVPROPostProcessor.sd_result_dfs()
    • PVPROPostProcessor.view_minmax()
• Sensor Identification
  • SensorIdentification
    • SensorIdentification.identify()
  • rmse()
• Signal Decompositions
  • l1_l1d1_l2d2p365()
  • l2_l1d1_l2d2p365()
  • l2_l1d2_constrained()
  • tl1_l2d2p365()
• OSD Signal Decompositions
  • _osd_l1_l1d1_l2d2p365()
  • _osd_l2_l1d1_l2d2p365()
  • _osd_l2_l1d2_constrained()
  • _osd_tl1_l2d2p365()
• CVXPY Signal Decompositions
  • _cvx_l1_l1d1_l2d2p365()
  • _cvx_l2_l1d1_l2d2p365()
  • _cvx_l2_l1d2_constrained()
  • _cvx_tl1_l2d2p365()
• Solar Noon
  • avg_sunrise_sunset()
  • energy_com()
• Sunrise Sunset
  • rise_set_rough()
  • rise_set_smoothed()
• Time Axis Manipulation
  • fix_daylight_savings_with_known_tz()
  • get_index_timezone()
  • make_time_series()
  • remove_index_timezone()
  • standardize_time_axis()
• Utilities
  • basic_outlier_filter()
  • find_runs()
  • make_pooled_dsig()
  • progress()
  • segment_diffs()
  • time_dilate()
  • undo_time_dilate()