PlasmaCalcs.other\_calculators.from\_dataset.FromDatasetCalculator ================================================================== .. currentmodule:: PlasmaCalcs.other_calculators.from_dataset .. autoclass:: FromDatasetCalculator :members: :show-inheritance: :inherited-members: .. automethod:: __init__ .. rubric:: Methods .. autosummary:: ~FromDatasetCalculator.__init__ ~FromDatasetCalculator.angle_xy ~FromDatasetCalculator.angle_xy_to_hat ~FromDatasetCalculator.apply_mask ~FromDatasetCalculator.as_single_dimpoint ~FromDatasetCalculator.assert_QN ~FromDatasetCalculator.assign_dim_coords ~FromDatasetCalculator.assign_maindims_coords ~FromDatasetCalculator.attach_extra_coords ~FromDatasetCalculator.check_pickle ~FromDatasetCalculator.cls_help ~FromDatasetCalculator.cls_var_tree ~FromDatasetCalculator.copy ~FromDatasetCalculator.cross_component ~FromDatasetCalculator.cross_components_needed ~FromDatasetCalculator.cross_product ~FromDatasetCalculator.curl_component ~FromDatasetCalculator.current_n_dimpoints ~FromDatasetCalculator.current_n_existing_snaps ~FromDatasetCalculator.dim_values ~FromDatasetCalculator.dims_apply ~FromDatasetCalculator.dims_get ~FromDatasetCalculator.direct_overrides_dynamic ~FromDatasetCalculator.directly_loadable_vars ~FromDatasetCalculator.dot_product ~FromDatasetCalculator.enumerate_dimpoints ~FromDatasetCalculator.existing_snaps ~FromDatasetCalculator.fftN ~FromDatasetCalculator.fft_dims_for ~FromDatasetCalculator.gaussian_filter ~FromDatasetCalculator.get_0 ~FromDatasetCalculator.get_1 ~FromDatasetCalculator.get_B ~FromDatasetCalculator.get_E ~FromDatasetCalculator.get_E0S1 ~FromDatasetCalculator.get_E0S1_and_S2 ~FromDatasetCalculator.get_E0S2 ~FromDatasetCalculator.get_E0_etaJ_perpB ~FromDatasetCalculator.get_E0_hall ~FromDatasetCalculator.get_E0_un0_perpB ~FromDatasetCalculator.get_E0_un0_perpmodB ~FromDatasetCalculator.get_E0_un0_perpmodB_min ~FromDatasetCalculator.get_E0_un0_perpmodB_simple ~FromDatasetCalculator.get_EBspeed ~FromDatasetCalculator.get_E_un0 ~FromDatasetCalculator.get_E_un0_perpmod_B ~FromDatasetCalculator.get_E_un0_type ~FromDatasetCalculator.get_Eheat ~FromDatasetCalculator.get_Eheat_par ~FromDatasetCalculator.get_Eheat_par_coeff ~FromDatasetCalculator.get_Eheat_perp ~FromDatasetCalculator.get_Eheat_perp_coeff ~FromDatasetCalculator.get_Epar ~FromDatasetCalculator.get_Eperp ~FromDatasetCalculator.get_J ~FromDatasetCalculator.get_JBspeed ~FromDatasetCalculator.get_Jf ~FromDatasetCalculator.get_P ~FromDatasetCalculator.get_T ~FromDatasetCalculator.get_T_from_Eheat ~FromDatasetCalculator.get_T_from_Eheat_perp ~FromDatasetCalculator.get_T_neutral ~FromDatasetCalculator.get_Tapar ~FromDatasetCalculator.get_Taperp ~FromDatasetCalculator.get_Tjoule ~FromDatasetCalculator.get_abs ~FromDatasetCalculator.get_abs_qe ~FromDatasetCalculator.get_amu ~FromDatasetCalculator.get_angle_xy ~FromDatasetCalculator.get_angle_xy_to_hat ~FromDatasetCalculator.get_bases ~FromDatasetCalculator.get_behavior ~FromDatasetCalculator.get_best_pow2_subcycle ~FromDatasetCalculator.get_best_subcycle ~FromDatasetCalculator.get_beta ~FromDatasetCalculator.get_blur ~FromDatasetCalculator.get_blurk ~FromDatasetCalculator.get_blurt ~FromDatasetCalculator.get_braced_int_from_parenthesis_memory ~FromDatasetCalculator.get_cache_var ~FromDatasetCalculator.get_cached_var ~FromDatasetCalculator.get_caches_var ~FromDatasetCalculator.get_compare_equals ~FromDatasetCalculator.get_compare_greater_than ~FromDatasetCalculator.get_compare_greater_than_or_equal ~FromDatasetCalculator.get_compare_less_than ~FromDatasetCalculator.get_compare_less_than_or_equal ~FromDatasetCalculator.get_compare_not_equals ~FromDatasetCalculator.get_cross ~FromDatasetCalculator.get_csound ~FromDatasetCalculator.get_csound2 ~FromDatasetCalculator.get_curl ~FromDatasetCalculator.get_deg2rad ~FromDatasetCalculator.get_delta ~FromDatasetCalculator.get_deltafrac ~FromDatasetCalculator.get_derivative ~FromDatasetCalculator.get_div ~FromDatasetCalculator.get_divide ~FromDatasetCalculator.get_dot ~FromDatasetCalculator.get_ds ~FromDatasetCalculator.get_ds_for_timescales ~FromDatasetCalculator.get_dsmin_for_timescales ~FromDatasetCalculator.get_e ~FromDatasetCalculator.get_eps0 ~FromDatasetCalculator.get_eqperp_ldebye ~FromDatasetCalculator.get_eqperp_ldebye2 ~FromDatasetCalculator.get_eqperp_ldebye_total ~FromDatasetCalculator.get_eqperp_mean_free_path ~FromDatasetCalculator.get_eqperp_vtherm ~FromDatasetCalculator.get_eta0_J ~FromDatasetCalculator.get_eta0_hall ~FromDatasetCalculator.get_exp ~FromDatasetCalculator.get_fft ~FromDatasetCalculator.get_fft_with_dims ~FromDatasetCalculator.get_finite ~FromDatasetCalculator.get_first_dimpoint ~FromDatasetCalculator.get_float ~FromDatasetCalculator.get_gamma ~FromDatasetCalculator.get_grad ~FromDatasetCalculator.get_growthfit ~FromDatasetCalculator.get_growthfitk ~FromDatasetCalculator.get_growthk ~FromDatasetCalculator.get_growthrate ~FromDatasetCalculator.get_gyrof ~FromDatasetCalculator.get_hat ~FromDatasetCalculator.get_ifft ~FromDatasetCalculator.get_imag ~FromDatasetCalculator.get_inf ~FromDatasetCalculator.get_int ~FromDatasetCalculator.get_kB ~FromDatasetCalculator.get_kappa ~FromDatasetCalculator.get_ldebye ~FromDatasetCalculator.get_ldebye2 ~FromDatasetCalculator.get_ldebye_subset ~FromDatasetCalculator.get_ldebye_total ~FromDatasetCalculator.get_linregt ~FromDatasetCalculator.get_ln ~FromDatasetCalculator.get_log10 ~FromDatasetCalculator.get_log2 ~FromDatasetCalculator.get_logical_and ~FromDatasetCalculator.get_logical_not ~FromDatasetCalculator.get_logical_or ~FromDatasetCalculator.get_lowpass ~FromDatasetCalculator.get_m ~FromDatasetCalculator.get_m_amu ~FromDatasetCalculator.get_m_neutral ~FromDatasetCalculator.get_maindims_coords ~FromDatasetCalculator.get_mask_var ~FromDatasetCalculator.get_max ~FromDatasetCalculator.get_mean ~FromDatasetCalculator.get_mean_free_path ~FromDatasetCalculator.get_mean_pm_std ~FromDatasetCalculator.get_meannormed ~FromDatasetCalculator.get_meant ~FromDatasetCalculator.get_median ~FromDatasetCalculator.get_min ~FromDatasetCalculator.get_min_timescale ~FromDatasetCalculator.get_min_timescale_type ~FromDatasetCalculator.get_minf_timescale ~FromDatasetCalculator.get_minf_timescale_type ~FromDatasetCalculator.get_minus ~FromDatasetCalculator.get_mod ~FromDatasetCalculator.get_mod2 ~FromDatasetCalculator.get_n ~FromDatasetCalculator.get_n_neutral ~FromDatasetCalculator.get_nan ~FromDatasetCalculator.get_nandelta ~FromDatasetCalculator.get_nandeltafrac ~FromDatasetCalculator.get_nanmax ~FromDatasetCalculator.get_nanmean ~FromDatasetCalculator.get_nanmedian ~FromDatasetCalculator.get_nanmin ~FromDatasetCalculator.get_nanrms ~FromDatasetCalculator.get_nanstd ~FromDatasetCalculator.get_ncpu ~FromDatasetCalculator.get_ne ~FromDatasetCalculator.get_negation ~FromDatasetCalculator.get_niefrac ~FromDatasetCalculator.get_nmean ~FromDatasetCalculator.get_nq ~FromDatasetCalculator.get_nusj ~FromDatasetCalculator.get_nusn ~FromDatasetCalculator.get_nusn_from_drift ~FromDatasetCalculator.get_p ~FromDatasetCalculator.get_parallel ~FromDatasetCalculator.get_parenthesis ~FromDatasetCalculator.get_parmod ~FromDatasetCalculator.get_perp ~FromDatasetCalculator.get_perpmod ~FromDatasetCalculator.get_pi ~FromDatasetCalculator.get_plotter ~FromDatasetCalculator.get_plotters ~FromDatasetCalculator.get_plus ~FromDatasetCalculator.get_pmstd2werr ~FromDatasetCalculator.get_power ~FromDatasetCalculator.get_pwl2_var ~FromDatasetCalculator.get_q ~FromDatasetCalculator.get_r ~FromDatasetCalculator.get_rad2deg ~FromDatasetCalculator.get_real ~FromDatasetCalculator.get_rms ~FromDatasetCalculator.get_rmscomps ~FromDatasetCalculator.get_rosenberg_multi ~FromDatasetCalculator.get_rosenberg_multi_nusn ~FromDatasetCalculator.get_rosenberg_multi_wplasma ~FromDatasetCalculator.get_rosenberg_n ~FromDatasetCalculator.get_rosenberg_n_margin ~FromDatasetCalculator.get_rosenberg_qn ~FromDatasetCalculator.get_safe_pow2_subcycle ~FromDatasetCalculator.get_sci_number ~FromDatasetCalculator.get_set_or_cached ~FromDatasetCalculator.get_sgyrof ~FromDatasetCalculator.get_skappa ~FromDatasetCalculator.get_skappa_from_hall ~FromDatasetCalculator.get_skappa_from_momE ~FromDatasetCalculator.get_skappa_from_momExB ~FromDatasetCalculator.get_skappa_from_pederson ~FromDatasetCalculator.get_slopet ~FromDatasetCalculator.get_sparmod ~FromDatasetCalculator.get_sqrt ~FromDatasetCalculator.get_stats ~FromDatasetCalculator.get_std ~FromDatasetCalculator.get_sum ~FromDatasetCalculator.get_surelin_var ~FromDatasetCalculator.get_sureturb_var ~FromDatasetCalculator.get_t_surelin ~FromDatasetCalculator.get_t_surelin_min ~FromDatasetCalculator.get_t_sureturb ~FromDatasetCalculator.get_t_turb ~FromDatasetCalculator.get_t_turb_from_pwl2_var ~FromDatasetCalculator.get_tfbi_all ~FromDatasetCalculator.get_tfbi_extras ~FromDatasetCalculator.get_tfbi_fscale ~FromDatasetCalculator.get_tfbi_fscale_rel ~FromDatasetCalculator.get_tfbi_inputs ~FromDatasetCalculator.get_tfbi_omega ~FromDatasetCalculator.get_tfbi_omega_ds ~FromDatasetCalculator.get_times ~FromDatasetCalculator.get_timescale_EBdrift ~FromDatasetCalculator.get_timescale_EBspeed ~FromDatasetCalculator.get_timescale_eqperp_vtherm ~FromDatasetCalculator.get_timescale_gyrof ~FromDatasetCalculator.get_timescale_nusn ~FromDatasetCalculator.get_timescale_udrift ~FromDatasetCalculator.get_timescale_vtherm ~FromDatasetCalculator.get_timescale_wplasma ~FromDatasetCalculator.get_timescales ~FromDatasetCalculator.get_timescales_abbrv ~FromDatasetCalculator.get_tturb_var ~FromDatasetCalculator.get_tturbvar00 ~FromDatasetCalculator.get_turblindiff_var ~FromDatasetCalculator.get_turblindiffwerr_var ~FromDatasetCalculator.get_u ~FromDatasetCalculator.get_u_EdotB ~FromDatasetCalculator.get_u_drift ~FromDatasetCalculator.get_u_hall ~FromDatasetCalculator.get_u_neutral ~FromDatasetCalculator.get_u_pederson ~FromDatasetCalculator.get_upar ~FromDatasetCalculator.get_uperp ~FromDatasetCalculator.get_valfven ~FromDatasetCalculator.get_valfven2 ~FromDatasetCalculator.get_var_at_max_of_ref ~FromDatasetCalculator.get_var_at_min_of_ref ~FromDatasetCalculator.get_var_where_condition ~FromDatasetCalculator.get_vars ~FromDatasetCalculator.get_vector_N ~FromDatasetCalculator.get_vtherm ~FromDatasetCalculator.get_vtherm_n ~FromDatasetCalculator.get_weighted_mean ~FromDatasetCalculator.get_werr2pmstd ~FromDatasetCalculator.get_werradd ~FromDatasetCalculator.get_werrdiv ~FromDatasetCalculator.get_werrmean ~FromDatasetCalculator.get_werrmeant ~FromDatasetCalculator.get_werrmul ~FromDatasetCalculator.get_werrsub ~FromDatasetCalculator.get_where_condition_var ~FromDatasetCalculator.get_wplasma ~FromDatasetCalculator.get_wplasmae ~FromDatasetCalculator.get_xhat ~FromDatasetCalculator.get_xyz ~FromDatasetCalculator.get_yhat ~FromDatasetCalculator.get_zhat ~FromDatasetCalculator.has_var ~FromDatasetCalculator.help ~FromDatasetCalculator.help_call_options ~FromDatasetCalculator.help_quants_str ~FromDatasetCalculator.help_str ~FromDatasetCalculator.ifftN ~FromDatasetCalculator.ifft_dims_for ~FromDatasetCalculator.init_components ~FromDatasetCalculator.init_snaps ~FromDatasetCalculator.iter_dimpoints ~FromDatasetCalculator.kw_call_options ~FromDatasetCalculator.load_across_dims ~FromDatasetCalculator.load_across_dims_implied_by ~FromDatasetCalculator.load_direct ~FromDatasetCalculator.load_fromfile ~FromDatasetCalculator.load_maindims_var ~FromDatasetCalculator.load_maindims_var_across_dims ~FromDatasetCalculator.lowpass ~FromDatasetCalculator.magnitude ~FromDatasetCalculator.maintaining_attrs ~FromDatasetCalculator.match_var ~FromDatasetCalculator.match_var_loading_dims ~FromDatasetCalculator.match_var_result_dims ~FromDatasetCalculator.match_var_result_size ~FromDatasetCalculator.match_var_tree ~FromDatasetCalculator.n_existing_snaps ~FromDatasetCalculator.on_changed_quasineutral ~FromDatasetCalculator.plot ~FromDatasetCalculator.plot_check_nusn_from_drift ~FromDatasetCalculator.polyfit ~FromDatasetCalculator.pop_dim_keys ~FromDatasetCalculator.quant_tree ~FromDatasetCalculator.record_units ~FromDatasetCalculator.rmscomps ~FromDatasetCalculator.save_plots ~FromDatasetCalculator.set_E_un0_perpmod_B ~FromDatasetCalculator.set_attrs ~FromDatasetCalculator.set_mask ~FromDatasetCalculator.set_mod_B ~FromDatasetCalculator.set_pop_dim_attrs ~FromDatasetCalculator.set_t_turb_00 ~FromDatasetCalculator.set_t_turb_10 ~FromDatasetCalculator.set_var ~FromDatasetCalculator.set_var_internal ~FromDatasetCalculator.set_vtherm ~FromDatasetCalculator.slice_maindims ~FromDatasetCalculator.slicestr ~FromDatasetCalculator.snap_filepath ~FromDatasetCalculator.standardized_slices ~FromDatasetCalculator.stat_dims_for ~FromDatasetCalculator.store_mask ~FromDatasetCalculator.take_parallel_to ~FromDatasetCalculator.take_perp_to ~FromDatasetCalculator.tfbi_ds ~FromDatasetCalculator.tfbi_mask ~FromDatasetCalculator.tfbi_solver ~FromDatasetCalculator.title_with_slices ~FromDatasetCalculator.tree ~FromDatasetCalculator.units_meta ~FromDatasetCalculator.unmask ~FromDatasetCalculator.unset_var ~FromDatasetCalculator.unset_var_internal ~FromDatasetCalculator.using_at_call_depth ~FromDatasetCalculator.using_at_next_call_depth ~FromDatasetCalculator.using_attrs ~FromDatasetCalculator.using_first_dimpoint .. rubric:: Attributes .. autosummary:: ~FromDatasetCalculator.BASES_CHECK ~FromDatasetCalculator.E_un0_mode ~FromDatasetCalculator.KNOWN_PATTERNS ~FromDatasetCalculator.KNOWN_PLOTTERS ~FromDatasetCalculator.KNOWN_SETTERS ~FromDatasetCalculator.KNOWN_VARS ~FromDatasetCalculator.TFBI_EXTRAS ~FromDatasetCalculator.TFBI_VARS ~FromDatasetCalculator.TIMESCALE_VARS ~FromDatasetCalculator.UNIQUE_PLOTTERS ~FromDatasetCalculator.array_MBmax ~FromDatasetCalculator.assert_masking ~FromDatasetCalculator.assign_behavior_attrs ~FromDatasetCalculator.assign_behavior_attrs_max_call_depth ~FromDatasetCalculator.assign_component_along ~FromDatasetCalculator.assign_component_coord ~FromDatasetCalculator.assign_snap_along ~FromDatasetCalculator.assign_snap_coord ~FromDatasetCalculator.behavior ~FromDatasetCalculator.behavior_attrs ~FromDatasetCalculator.blur ~FromDatasetCalculator.blur_dims ~FromDatasetCalculator.blur_sigma ~FromDatasetCalculator.cache_dirname ~FromDatasetCalculator.call_depth ~FromDatasetCalculator.call_depth_manager ~FromDatasetCalculator.can_load_direct_E_un0 ~FromDatasetCalculator.can_load_direct_J ~FromDatasetCalculator.can_load_direct_Jf ~FromDatasetCalculator.can_load_direct_P ~FromDatasetCalculator.can_load_direct_Tjoule ~FromDatasetCalculator.can_load_direct_e ~FromDatasetCalculator.can_load_direct_nq ~FromDatasetCalculator.can_load_direct_nusn ~FromDatasetCalculator.can_load_direct_p ~FromDatasetCalculator.can_load_direct_r ~FromDatasetCalculator.cls_behavior_attrs ~FromDatasetCalculator.component ~FromDatasetCalculator.component_dim ~FromDatasetCalculator.component_is_iterable ~FromDatasetCalculator.component_list ~FromDatasetCalculator.component_type ~FromDatasetCalculator.components ~FromDatasetCalculator.coords_units ~FromDatasetCalculator.coords_units_explicit ~FromDatasetCalculator.cross ~FromDatasetCalculator.current_n_component ~FromDatasetCalculator.current_n_snap ~FromDatasetCalculator.deriv_before_slice ~FromDatasetCalculator.dimensions ~FromDatasetCalculator.dims ~FromDatasetCalculator.direct_overrides ~FromDatasetCalculator.dot ~FromDatasetCalculator.drop ~FromDatasetCalculator.enable_fromfile ~FromDatasetCalculator.enumerate_component ~FromDatasetCalculator.enumerate_components ~FromDatasetCalculator.enumerate_snap ~FromDatasetCalculator.enumerate_snaps ~FromDatasetCalculator.extra_coords ~FromDatasetCalculator.fft ~FromDatasetCalculator.fft_dims ~FromDatasetCalculator.fft_half ~FromDatasetCalculator.fft_keep ~FromDatasetCalculator.fft_slices ~FromDatasetCalculator.fft_step ~FromDatasetCalculator.get ~FromDatasetCalculator.ifft ~FromDatasetCalculator.iter_component ~FromDatasetCalculator.iter_components ~FromDatasetCalculator.iter_components_partition ~FromDatasetCalculator.iter_snap ~FromDatasetCalculator.iter_snaps ~FromDatasetCalculator.iter_snaps_partition ~FromDatasetCalculator.join_components ~FromDatasetCalculator.join_snaps ~FromDatasetCalculator.known_pattern ~FromDatasetCalculator.known_plotter ~FromDatasetCalculator.known_setter ~FromDatasetCalculator.known_var ~FromDatasetCalculator.lowpass_keep ~FromDatasetCalculator.maindims ~FromDatasetCalculator.maindims_full_shape ~FromDatasetCalculator.maindims_full_size ~FromDatasetCalculator.maindims_full_sizes ~FromDatasetCalculator.maindims_means ~FromDatasetCalculator.maindims_shape ~FromDatasetCalculator.maindims_size ~FromDatasetCalculator.maindims_sizes ~FromDatasetCalculator.maintaining ~FromDatasetCalculator.mask ~FromDatasetCalculator.masking ~FromDatasetCalculator.multi_slices ~FromDatasetCalculator.multi_slices_ikeep ~FromDatasetCalculator.multi_slices_ndim ~FromDatasetCalculator.ncoarse ~FromDatasetCalculator.ncpu ~FromDatasetCalculator.nondim_behavior_attrs ~FromDatasetCalculator.output_mask ~FromDatasetCalculator.parenthesis_memory ~FromDatasetCalculator.polyfit_boundary ~FromDatasetCalculator.polyfit_cov ~FromDatasetCalculator.polyfit_full ~FromDatasetCalculator.polyfit_keep_coord ~FromDatasetCalculator.polyfit_kw ~FromDatasetCalculator.polyfit_kw_key_aliases ~FromDatasetCalculator.polyfit_stddev ~FromDatasetCalculator.polyfit_window ~FromDatasetCalculator.print_freq ~FromDatasetCalculator.print_freq_explicit ~FromDatasetCalculator.quasineutral ~FromDatasetCalculator.set ~FromDatasetCalculator.setvar ~FromDatasetCalculator.setvars ~FromDatasetCalculator.slices ~FromDatasetCalculator.slicing ~FromDatasetCalculator.snap ~FromDatasetCalculator.snap_dim ~FromDatasetCalculator.snap_is_iterable ~FromDatasetCalculator.snap_list ~FromDatasetCalculator.snap_type ~FromDatasetCalculator.snapdir ~FromDatasetCalculator.snaps ~FromDatasetCalculator.stat_dims ~FromDatasetCalculator.stats_dimpoint_wise ~FromDatasetCalculator.surelin_min_quantile ~FromDatasetCalculator.surelin_quantile ~FromDatasetCalculator.t_turb ~FromDatasetCalculator.take_component ~FromDatasetCalculator.take_components ~FromDatasetCalculator.take_snap ~FromDatasetCalculator.take_snaps ~FromDatasetCalculator.timeout ~FromDatasetCalculator.typevar_crash_if_nan ~FromDatasetCalculator.u ~FromDatasetCalculator.units ~FromDatasetCalculator.unset ~FromDatasetCalculator.using ~FromDatasetCalculator.werrmath_require_std ~FromDatasetCalculator.window