Repackaged old reports.py into smaller submodules

# -*- coding: utf-8 -*-

from .logger import set_log_file, _get_logger, _log, _LOG_FILE

from .map_search import (

    find_map_parameters,

    _evaluate_chain_endpoints,

    _compute_log_prior,

    _get_parameter_bounds,

    _optimize_map,

    _prepare_map_context,

    _compute_loglikelihood_fast,

    _compute_loglikelihood,

)

from .diagnostics import (

    print_sampling_summary,

    compute_mcmc_diagnostics,

    print_mcmc_summary_table,

    compute_goodness_of_fit,

)

from .gp import (

    _get_gp_correlation_length,

    _build_lc_train_grid,

    _build_visit_time_grid,

    _precompute_gp_grid_context,

    _build_augmented_x,

    _iter_leaf_kernels,

    _jit_gp_condition,

    _jit_gp_condition_xtest,

    _is_quasisep_kernel,

    _gp_predict_on_grid,

)

from .corner_plot import (

    plot_corner,

    plot_trace,

    plot_kde_trace,

    plot_visit_kde,

    plot_chain_comparison,

    _get_distinct_colors,

    _kde_stats_fmt,

    _evaluate_prior_pdf,

    get_samples_array,

    _prioritize_normalization,

    _rename_params_with_instrument_names,

)

from .lightcurve_plots import (

    plot_models,

    plot_noise_budget,

    plot_residuals_histogram,

    plot_periodograms_comparison,

    plot_periodogram,

    plot_correlated_noise,

    plot_residuals_vs_dbasis,

    _time_to_phase,

    plot_phase_folded,

    plot_phase_folded_rv,

    plot_phase_folded_rv_rm_zoom,

    plot_ttv_oc,

    plot_ttv_per_transit,

    plot_ttv_transit_overlay,

    _compute_planet_model_for_plotting,

    _apply_scoped_values,

    compute_model_components,

    write_model_components,

)

from .pdf_report import (

    generate_report,

    generate_reports,

    quick_plot,

    load_numpyro_results,

)