# AUTO-GENERATED by tools/checkspecs.py - DO NOT EDIT
from ..svm import SVMTrain


def test_SVMTrain_inputs():
    input_map = dict(
        alphas=dict(
            argstr="-alpha %s",
            extensions=None,
            name_source="in_file",
            name_template="%s_alphas",
            suffix="_alphas",
        ),
        args=dict(
            argstr="%s",
        ),
        censor=dict(
            argstr="-censor %s",
            extensions=None,
        ),
        environ=dict(
            nohash=True,
            usedefault=True,
        ),
        in_file=dict(
            argstr="-trainvol %s",
            copyfile=False,
            extensions=None,
            mandatory=True,
        ),
        kernel=dict(
            argstr="-kernel %s",
        ),
        mask=dict(
            argstr="-mask %s",
            copyfile=False,
            extensions=None,
            position=-1,
        ),
        max_iterations=dict(
            argstr="-max_iterations %d",
        ),
        model=dict(
            argstr="-model %s",
            extensions=None,
            name_source="in_file",
            name_template="%s_model",
            suffix="_model",
        ),
        nomodelmask=dict(
            argstr="-nomodelmask",
        ),
        num_threads=dict(
            nohash=True,
            usedefault=True,
        ),
        options=dict(
            argstr="%s",
        ),
        out_file=dict(
            argstr="-bucket %s",
            extensions=None,
            name_source="in_file",
            name_template="%s_vectors",
            suffix="_bucket",
        ),
        outputtype=dict(),
        trainlabels=dict(
            argstr="-trainlabels %s",
            extensions=None,
        ),
        ttype=dict(
            argstr="-type %s",
            mandatory=True,
        ),
        w_out=dict(
            argstr="-wout",
        ),
    )
    inputs = SVMTrain.input_spec()

    for key, metadata in list(input_map.items()):
        for metakey, value in list(metadata.items()):
            assert getattr(inputs.traits()[key], metakey) == value


def test_SVMTrain_outputs():
    output_map = dict(
        alphas=dict(
            extensions=None,
        ),
        model=dict(
            extensions=None,
        ),
        out_file=dict(
            extensions=None,
        ),
    )
    outputs = SVMTrain.output_spec()

    for key, metadata in list(output_map.items()):
        for metakey, value in list(metadata.items()):
            assert getattr(outputs.traits()[key], metakey) == value