# This Source Code Form is subject to the terms of the Mozilla Public
# License, v. 2.0. If a copy of the MPL was not distributed with this
# file, You can obtain one at http://mozilla.org/MPL/2.0/.
from __future__ import division, absolute_import, with_statement, print_function, unicode_literals

__authors__ = "Austin West"
__license__ = "MPL 2.0"

TYPE = "MachineLearning"
NAME = "MaliciousMacroBot"
REQUIRES = ['libmagic']
DEFAULTCONF = {
    'ENABLED': True
    }

try:
    from mmbot import MaliciousMacroBot
    has_mmbot = True
except:
    print("mmbot module not installed...")
    has_mmbot = False


def check(conf=DEFAULTCONF):
    if not conf['ENABLED']:
        return False
    if not has_mmbot:
        return False
    return True


def scan(filelist, conf=DEFAULTCONF):
    results = []

    mmb = MaliciousMacroBot()
    mmb.mmb_init_model()

    for fname in filelist:
        # Ensure libmagic returns results
        if REQUIRES[0] is not None:
            # only run the analytic if it is an Office document
            if 'Microsoft' in _get_libmagicresults(REQUIRES[0][0], fname):
                result = mmb.mmb_predict(fname, datatype='filepath')
                p = mmb.mmb_prediction_to_json(result)
                prediction = result.iloc[0].get('prediction', None)
                confidence = result.iloc[0].get('result_dictionary', {}).get('confidence')
                result_dict = {
                    'Prediction': prediction,
                    'Confidence': confidence
                }
                results.append((fname, result_dict))

    metadata = {}
    metadata["Name"] = NAME
    metadata["Type"] = TYPE
    return (results, metadata)


def _get_libmagicresults(results, fname):
    libmagicdict = dict(results)
    return libmagicdict.get(fname)

# This Source Code Form is subject to the terms of the Mozilla Public
# License, v. 2.0. If a copy of the MPL was not distributed with this
# file, You can obtain one at http://mozilla.org/MPL/2.0/.
from __future__ import division, absolute_import, with_statement, print_function, unicode_literals

__authors__ = "Austin West"
__license__ = "MPL 2.0"

TYPE = "MachineLearning"
NAME = "MaliciousMacroBot"
REQUIRES = ['libmagic']
DEFAULTCONF = {
    'ENABLED': True
    }

try:
    from mmbot import MaliciousMacroBot
    has_mmbot = True
except:
    print("mmbot module not installed...")
    has_mmbot = False


def check(conf=DEFAULTCONF):
    if not conf['ENABLED']:
        return False
    if not has_mmbot:
        return False
    return True


def scan(filelist, conf=DEFAULTCONF):
    results = []

    mmb = MaliciousMacroBot()
    mmb.mmb_init_model()

    for fname in filelist:
        # Ensure libmagic returns results
        if REQUIRES[0] is not None:
            # only run the analytic if it is an Office document
            if 'Microsoft' in _get_libmagicresults(REQUIRES[0][0], fname):
                result = mmb.mmb_predict(fname, datatype='filepath')
                prediction = result.iloc[0].get('prediction', None)
                confidence = result.iloc[0].get('result_dictionary', {}).get('confidence')
                result_dict = {
                    'Prediction': prediction,
                    'Confidence': confidence
                }
                results.append((fname, result_dict))

    metadata = {}
    metadata["Name"] = NAME
    metadata["Type"] = TYPE
    return (results, metadata)


def _get_libmagicresults(results, fname):
    libmagicdict = dict(results)
    return libmagicdict.get(fname)

Remove unused json representation