configurations/read_configuration.py

import json
bins_path = 'configurations/conf.json'


def parameter_range(parameter_name):
    """
    :param parameter_name:
    :return: List[Float]--midpoints of bins for the input synthesizer parameter
    """

    with open(bins_path) as f:
        midpoints = json.load(f)["midpoints"]
    return midpoints[parameter_name]


def cluster_range():
    """
    :return: Dict[String:Int]--defines the range of cluster to search
    """
    with open(bins_path) as f:
        cluster_r = json.load(f)["subspace_range"]
    return cluster_r


def midi_parameter_range(parameter_name):
    """
    :param parameter_name:
    :return: List[Float]--midpoints of bins for the input midi parameter
    """
    with open(bins_path) as f:
        r = json.load(f)["midi_midpoints"]
    return r[parameter_name]


def is_discrete(parameter_name):
    """
    :param parameter_name:
    :return: Boolean--if the input synthesizer parameter is discrete
    """
    with open(bins_path) as f:
        is_dis = json.load(f)["is_discrete"]
    return is_dis[parameter_name]


def midi_is_discrete(parameter_name):
    """
    :param parameter_name:
    :return: Boolean--if the input midi parameter is discrete
    """
    with open(bins_path) as f:
        is_dis = json.load(f)["midi_is_discrete"]
    return is_dis[parameter_name]


def get_label_size():
    """
    :return: Int--length of synthesizer parameter encoding
    """
    with open(bins_path) as f:
        conf = json.load(f)
        midpoints = conf["midpoints"]
    n_labels = 0
    for key in midpoints:
        n_labels = n_labels + len(midpoints[key])

    return n_labels


def get_bins_length():
    """
    :return: Dict[String:Int]--Number of bins for all synthesizer parameters
    """
    with open(bins_path) as f:
        midpoints = json.load(f)["midpoints"]
    bins_length = {}

    for key in midpoints:
        bins_length[key] = len(midpoints[key])

    return bins_length


def get_conf_stft_hyperparameter():
    """
    :return: Dict[String:Int]--STFT hyper parameters
    """
    with open(bins_path) as f:
        STFT_hyperParameters = json.load(f)["STFT_hyperParameter"]

    return STFT_hyperParameters


def get_conf_sample_rate():
    """
    :return: Int--sample_rate
    """
    with open(bins_path) as f:
        sample_rate = json.load(f)["sample_rate"]

    return sample_rate


def get_conf_n_sample_note():
    """
    :return: Int--sample number of a note example
    """
    with open(bins_path) as f:
        n_sample_note = json.load(f)["n_sample_note"]

    return n_sample_note


def get_conf_n_sample():
    """
    :return: Int--sample number of a melody example
    """
    with open(bins_path) as f:
        n_sample = json.load(f)["n_sample_music"]

    return n_sample


def get_conf_time_resolution():
    """
    :return: Int--spectrogram resolution on time dimension
    """
    with open(bins_path) as f:
        resolution = json.load(f)["resolution"]

    return resolution["time_resolution"]


def get_conf_pitch_resolution():
    """
    :return: Int--spectrogram resolution on pitch dimension
    """
    with open(bins_path) as f:
        resolution = json.load(f)["resolution"]

    return resolution["freq_resolution"]


def get_conf_max_n_notes():
    """
    :return: Int--maximum number of notes to be generated in a melody
    """
    with open(bins_path) as f:
        max_n_notes = json.load(f)["midi_max_n_notes"]

    return max_n_notes