pyturbo_sf

• pyturbo_sf package
  • Submodules
  • pyturbo_sf.bessel_tools module
    • _validate_flux_function()
    • _initialize_wavenumbers_2d()
    • _initialize_r_bins_2d()
    • _initialize_flux_config_2d()
    • _bin_sf_by_radius_2d()
    • _compute_energy_flux_2d()
    • _process_no_bootstrap_flux_2d()
    • _calculate_isotropy_error_flux_2d()
    • _calculate_homogeneity_error_flux_2d()
    • _calculate_wavenumber_density_2d()
    • _create_flux_dataset_2d()
  • pyturbo_sf.binning_tools module
    • _get_bin_indices_with_range_check()
    • _initialize_1d_bins()
    • _process_no_bootstrap_1d()
    • _calculate_bin_density_1d()
    • _create_1d_dataset()
    • _initialize_2d_bins()
    • _process_no_bootstrap_2d()
    • _calculate_bin_density_2d()
    • _create_2d_dataset()
    • _initialize_3d_bins()
    • _process_no_bootstrap_3d()
    • _calculate_bin_density_3d()
    • _create_3d_dataset()
  • pyturbo_sf.bootstrapping_tools module
    • _compute_weighted_bootstrap_stats()
    • run_bootstrap_sf_1d()
    • monte_carlo_simulation_1d()
    • _process_spacing_data_batch_1d()
    • _calculate_bootstrap_statistics_1d()
    • _evaluate_convergence_1d()
    • _group_bins_for_iteration_1d()
    • _get_spacing_distribution_1d()
    • _update_spacing_effectiveness_1d()
    • _run_adaptive_bootstrap_loop_1d()
    • run_bootstrap_sf_2d()
    • monte_carlo_simulation_2d()
    • _process_bootstrap_batch_2d()
    • _process_bootstrap_batch_polar_2d()
    • _process_bootstrap_batch_flux_2d()
    • _calculate_bootstrap_statistics_2d()
    • _calculate_bootstrap_statistics_polar_2d()
    • _calculate_bootstrap_statistics_flux_2d()
    • _update_spacing_effectiveness_flux_2d()
    • _update_spacing_effectiveness_2d()
    • _evaluate_convergence_2d()
    • _evaluate_convergence_flux_2d()
    • _group_bins_for_iteration_2d()
    • _group_wavenumbers_for_iteration_2d()
    • _get_spacing_distribution_2d()
    • _get_spacing_distribution_flux_2d()
    • _run_adaptive_bootstrap_loop_2d()
    • _run_adaptive_bootstrap_loop_flux_2d()
    • run_bootstrap_sf_3d()
    • monte_carlo_simulation_3d()
    • _process_bootstrap_batch_3d()
    • _process_bootstrap_batch_spherical_3d()
    • _calculate_bootstrap_statistics_3d()
    • _calculate_bootstrap_statistics_spherical_3d()
    • _update_spacing_effectiveness_3d()
    • _evaluate_convergence_3d()
    • _group_bins_for_iteration_3d()
    • _group_wavenumbers_for_iteration_3d()
    • _get_spacing_distribution_3d()
    • _run_adaptive_bootstrap_loop_3d()
  • pyturbo_sf.core module
    • is_time_dimension()
    • _check_bootsize_power_of_2()
    • validate_dataset_1d()
    • validate_dataset_2d()
    • validate_dataset_3d()
    • setup_bootsize_1d()
    • setup_bootsize_2d()
    • setup_bootsize_3d()
    • calculate_adaptive_spacings_1d()
    • calculate_adaptive_spacings_2d()
    • _get_simplified_adaptive_spacings_2d()
    • calculate_adaptive_spacings_3d()
    • _get_simplified_adaptive_spacings_3d()
    • compute_boot_indexes_1d()
    • get_boot_indexes_1d()
    • compute_boot_indexes_2d()
    • get_boot_indexes_2d()
    • compute_boot_indexes_3d()
    • get_boot_indexes_3d()
  • pyturbo_sf.isotropy_tools module
    • _initialize_polar_bins_2d()
    • _process_no_bootstrap_polar_2d()
    • _calculate_bin_density_polar_2d()
    • _create_isotropic_dataset()
    • _calculate_isotropy_error_2d()
    • _calculate_homogeneity_error_2d()
    • _initialize_spherical_bins_3d()
    • _process_no_bootstrap_spherical_3d()
    • _calculate_bin_density_spherical_3d()
    • _create_spherical_dataset()
    • _calculate_isotropy_error_3d()
    • _calculate_homogeneity_error_3d()
  • pyturbo_sf.one_dimensional module
    • bin_sf_1d()
  • pyturbo_sf.structure_functions module
    • calc_scalar_1d()
    • calc_scalar_scalar_1d()
    • calculate_structure_function_1d()
    • calc_longitudinal_2d()
    • calc_transverse_2d()
    • calc_default_vel_2d()
    • calc_scalar_2d()
    • calc_scalar_scalar_2d()
    • calc_longitudinal_transverse_2d()
    • calc_longitudinal_scalar_2d()
    • calc_transverse_scalar_2d()
    • calc_advective_2d()
    • calculate_structure_function_2d()
    • calc_default_vel_3d()
    • calc_longitudinal_3d()
    • calc_transverse_ij()
    • calc_transverse_ik()
    • calc_transverse_jk()
    • calc_scalar_3d()
    • calc_longitudinal_scalar_3d()
    • calc_transverse_ij_scalar()
    • calc_transverse_ik_scalar()
    • calc_transverse_jk_scalar()
    • calc_longitudinal_transverse_ij()
    • calc_longitudinal_transverse_ik()
    • calc_longitudinal_transverse_jk()
    • calc_scalar_scalar_3d()
    • calc_advective_3d()
    • calc_pressure_work_3d()
    • calculate_structure_function_3d()
  • pyturbo_sf.three_dimensional module
    • bin_sf_3d()
    • get_isotropic_sf_3d()
    • _get_isotropic_sf_3d_single_bin()
  • pyturbo_sf.two_dimensional module
    • bin_sf_2d()
    • get_isotropic_sf_2d()
    • _get_isotropic_sf_2d_single_bin()
    • get_energy_flux_2d()
    • _get_energy_flux_2d_single_bin()
  • pyturbo_sf.utils module
    • _is_log_spaced()
    • _calculate_confidence_intervals()
    • _calculate_quality_mask()
    • fast_shift_1d()
    • fast_shift_2d()
    • fast_shift_3d()
    • calculate_time_diff_1d()
    • map_variables_by_pattern_2d()
    • check_and_reorder_variables_2d()
    • check_and_reorder_variables_3d()
    • map_variables_by_pattern_3d()
  • Module contents
    • PyTurbo_SF
      • Main Functions
      • Submodules
    • bin_sf_1d()
    • bin_sf_2d()
    • bin_sf_3d()
    • get_isotropic_sf_2d()
    • get_isotropic_sf_3d()
    • get_energy_flux_2d()