from json import load as load_json
from sympy import symbols
from sympy.parsing.sympy_parser import parse_expr
from sys import stderr
from time import process_time

from .analysing import process_data
from .sampling import make_matrix_sampler
from .sweeping import make_sample_index_iterator_maker


def go( input_file_name,
        sampling_number,
        eigenvalue_zero_threshold,
        interesting_signature_parameter,
        periodicity_selection_parameter,
        caution ):

    with open(input_file_name) as f:
        data = load_json(f)

    input_parsing_start_time = process_time()

    indeterminates = symbols(data["indeterminates"])

    e_mat = [[parse_expr(s) for s in row] for row in data["matrix"]]

    # TODO: use `logging` module instead of printing to `stderr`:
    #
    #     https://docs.python.org/3/library/logging.html
    #
    print( "Input parsing took {:.3g}s."
           .format(process_time() - input_parsing_start_time),
           file = stderr )

    initialization_start_time = process_time()

    matrix_sampler = make_matrix_sampler( e_mat,
                                          indeterminates,
                                          sampling_number )

    sample_index_iterator_maker = make_sample_index_iterator_maker(
        len(indeterminates),
        sampling_number,
        periodicity_selection_parameter
    )

    # TODO: use `logging` module instead of printing to `stderr`
    print( "Initialization took {:.3g}s."
           .format(process_time() - initialization_start_time),
           file = stderr )

    process_data( matrix_sampler,
                  sample_index_iterator_maker,
                  eigenvalue_zero_threshold,
                  interesting_signature_parameter,
                  caution = caution )


# *-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-
# --------------------------------------------------------------------------
# ## Basic testing
# --------------------------------------------------------------------------

if __name__ == "__main__":

    from ._basic_testing_tools import run_and_time

    def _basic_tests():
        # TODO: implement
        assert False

    t = run_and_time(_basic_tests)
    print("The module passed basic tests in {:.3g}s.".format(t))

3049062d3af528d717f4e9f09a444ab82e536322
<mask token>

<mask token>


def go(input_file_name, sampling_number, eigenvalue_zero_threshold,
    interesting_signature_parameter, periodicity_selection_parameter, caution):
    with open(input_file_name) as f:
        data = load_json(f)
    input_parsing_start_time = process_time()
    indeterminates = symbols(data['indeterminates'])
    e_mat = [[parse_expr(s) for s in row] for row in data['matrix']]
    print('Input parsing took {:.3g}s.'.format(process_time() -
        input_parsing_start_time), file=stderr)
    initialization_start_time = process_time()
    matrix_sampler = make_matrix_sampler(e_mat, indeterminates, sampling_number
        )
    sample_index_iterator_maker = make_sample_index_iterator_maker(len(
        indeterminates), sampling_number, periodicity_selection_parameter)
    print('Initialization took {:.3g}s.'.format(process_time() -
        initialization_start_time), file=stderr)
    process_data(matrix_sampler, sample_index_iterator_maker,
        eigenvalue_zero_threshold, interesting_signature_parameter, caution
        =caution)


<mask token>

<mask token>


def go(input_file_name, sampling_number, eigenvalue_zero_threshold,
    interesting_signature_parameter, periodicity_selection_parameter, caution):
    with open(input_file_name) as f:
        data = load_json(f)
    input_parsing_start_time = process_time()
    indeterminates = symbols(data['indeterminates'])
    e_mat = [[parse_expr(s) for s in row] for row in data['matrix']]
    print('Input parsing took {:.3g}s.'.format(process_time() -
        input_parsing_start_time), file=stderr)
    initialization_start_time = process_time()
    matrix_sampler = make_matrix_sampler(e_mat, indeterminates, sampling_number
        )
    sample_index_iterator_maker = make_sample_index_iterator_maker(len(
        indeterminates), sampling_number, periodicity_selection_parameter)
    print('Initialization took {:.3g}s.'.format(process_time() -
        initialization_start_time), file=stderr)
    process_data(matrix_sampler, sample_index_iterator_maker,
        eigenvalue_zero_threshold, interesting_signature_parameter, caution
        =caution)


if __name__ == '__main__':
    from ._basic_testing_tools import run_and_time

    def _basic_tests():
        assert False
    t = run_and_time(_basic_tests)
    print('The module passed basic tests in {:.3g}s.'.format(t))

from json import load as load_json
from sympy import symbols
from sympy.parsing.sympy_parser import parse_expr
from sys import stderr
from time import process_time
from .analysing import process_data
from .sampling import make_matrix_sampler
from .sweeping import make_sample_index_iterator_maker


def go(input_file_name, sampling_number, eigenvalue_zero_threshold,
    interesting_signature_parameter, periodicity_selection_parameter, caution):
    with open(input_file_name) as f:
        data = load_json(f)
    input_parsing_start_time = process_time()
    indeterminates = symbols(data['indeterminates'])
    e_mat = [[parse_expr(s) for s in row] for row in data['matrix']]
    print('Input parsing took {:.3g}s.'.format(process_time() -
        input_parsing_start_time), file=stderr)
    initialization_start_time = process_time()
    matrix_sampler = make_matrix_sampler(e_mat, indeterminates, sampling_number
        )
    sample_index_iterator_maker = make_sample_index_iterator_maker(len(
        indeterminates), sampling_number, periodicity_selection_parameter)
    print('Initialization took {:.3g}s.'.format(process_time() -
        initialization_start_time), file=stderr)
    process_data(matrix_sampler, sample_index_iterator_maker,
        eigenvalue_zero_threshold, interesting_signature_parameter, caution
        =caution)


if __name__ == '__main__':
    from ._basic_testing_tools import run_and_time

    def _basic_tests():
        assert False
    t = run_and_time(_basic_tests)
    print('The module passed basic tests in {:.3g}s.'.format(t))

from json import load as load_json
from sympy import symbols
from sympy.parsing.sympy_parser import parse_expr
from sys import stderr
from time import process_time

from .analysing import process_data
from .sampling import make_matrix_sampler
from .sweeping import make_sample_index_iterator_maker


def go( input_file_name,
        sampling_number,
        eigenvalue_zero_threshold,
        interesting_signature_parameter,
        periodicity_selection_parameter,
        caution ):

    with open(input_file_name) as f:
        data = load_json(f)

    input_parsing_start_time = process_time()

    indeterminates = symbols(data["indeterminates"])

    e_mat = [[parse_expr(s) for s in row] for row in data["matrix"]]

    # TODO: use `logging` module instead of printing to `stderr`:
    #
    #     https://docs.python.org/3/library/logging.html
    #
    print( "Input parsing took {:.3g}s."
           .format(process_time() - input_parsing_start_time),
           file = stderr )

    initialization_start_time = process_time()

    matrix_sampler = make_matrix_sampler( e_mat,
                                          indeterminates,
                                          sampling_number )

    sample_index_iterator_maker = make_sample_index_iterator_maker(
        len(indeterminates),
        sampling_number,
        periodicity_selection_parameter
    )

    # TODO: use `logging` module instead of printing to `stderr`
    print( "Initialization took {:.3g}s."
           .format(process_time() - initialization_start_time),
           file = stderr )

    process_data( matrix_sampler,
                  sample_index_iterator_maker,
                  eigenvalue_zero_threshold,
                  interesting_signature_parameter,
                  caution = caution )


# *-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-
# --------------------------------------------------------------------------
# ## Basic testing
# --------------------------------------------------------------------------

if __name__ == "__main__":

    from ._basic_testing_tools import run_and_time

    def _basic_tests():
        # TODO: implement
        assert False

    t = run_and_time(_basic_tests)
    print("The module passed basic tests in {:.3g}s.".format(t))
