data_sampler

Functions

`append_margin_profiles`(pq_profiles, max_s, ...)	Add profiles for vertical shifts needed due to discretization.
`check_margins`(max_s, p, dp, dq, no_samples)	Check if new vertical shifts should be given due to the descritization.
`combine_profiles`(profiles, key_order_dg, ...)	Combine profiles from DGs and Loads.
`conv_profile_creation`(dp, dq, net[, ...])	Create profiles for convolution simulations.
`conv_profile_creation_sq`(dp, dq, net[, ...])	Create square shaped profiles for convolution simulations.
`create_all_fsp_samples`(dp, dq, fsps, ...)	Create all FSP samples for the Convolution based simulations.
`create_all_fsp_samples_sq`(dp, dq, fsps, ...)	Create all FSP samples for the Convolution based simulations.
`create_load_samples`(no_samples, net, ...)	Creation of {no_samples} of new [P, Q] for each load FSP.
`create_samples`(no_samples, net_sgen, ...[, ...])	Creation of {no_samples} of new [P, Q] for each DG FSP.
`get_fsps`(comps, comp_no_list)	Get important information for FSPs.
`get_fsps_with_idx`(comps, comp_no_list)	Get important information for FSPs.
`get_non_linear_comp`(comps, non_linear_no)	Get names of not linear FSPs.
`get_oltcs`(comps, comp_no_list)	Get important information for FSPs.
`profile_creation`(no_samples, net, ...[, ...])	Creation of {no_samples} of new [P, Q] for each FSP.
`profile_creation_bf`(dp, dq, net[, services, ...])	Creation of {no_samples} of new [P, Q] for each FSP for the Brute Force case.
`sample_from_rng`(distribution, no_samples_dg, ...)	Based on the type of distribution, this function generates {no_samples_dg} for the flexibility activations which do not yet concern for the limits of each FSP and will later be applied on each FSP.
`sample_fsp_thorough_points`(fsp, dp, dq)	Sample FSP shifts for all spectrum in dp, dq resolution.
`sample_fsp_thorough_points_sq`(fsp, dp, dq)	Sample FSP shifts for all spectrum in dp, dq resolution.
`sample_new_load_point`(loads, random_p, ...)	This function is called to apply the generated random shifts on Load FSPs.
`sample_new_non_mp_point`(sgen, random_p, ...)	This function is called when keep_mp is false for DG FSPs.
`sample_new_point`(sgen, random_p, no_samples)	This function is called when the keep_mp is true for DG FSPs.
`sample_non_lin_fsp`(fsp, dp, dq)	Get the shifts for the non linear FSPs (this can be modified to also offer different scenarios for non-linear FSPs).