import numpy as np
import simplejson as json
from pprint import pprint
import networkx as nx
import itertools as it
#from .viewer import  scatter_plot as _scatter_plot

class Descriptors:

    def __init__(self,input_file='',json_object=None, select='enabled'):

        self.points         = None
        self.input_file     = input_file
        self.json_object    = None
        #select            = should be 'enabled','disabled' or 'all'
        self._json          = json.loads(open(input_file).read())
        tmp_json            = self._json
        tmp_json_keys       = tmp_json.keys()

        if select is 'enabled':

            if 'points' in tmp_json_keys:

                descriptors=[]

                for json_object in tmp_json.get ('points'):

                    if json_object.get ('enabled')==True:
                        vector=json_object.get ('vector')
                        vector_on=json_object.get ('vector_on')

                        if 'vector' and 'vector_on' in json_object.keys ():
                            if vector_on ==1:
                                for element in vector:
                                    descriptor=([json_object.get('name'),json_object.get('x'),json_object.get('y'),json_object.get('z'),json_object.get ('radius'),
                                    element['x'], element['y'],element['z']])

                            if vector_on ==0:
                                vector=[0]
                                descriptor=([json_object.get('name'),json_object.get('x'),json_object.get('y'),json_object.get('z'),json_object.get ('radius'),
                                vector[0],vector[0],vector[0]])
                            descriptors.append (descriptor)

                        if 'vector' and not 'vector_on' in json_object.keys ():
                            if vector!=None:
                                for element in vector:
                                    descriptor=n([json_object.get('name'),json_object.get('x'),json_object.get('y'),json_object.get('z'),json_object.get ('radius'),
                                    element['x'], element['y'],element['z']])

                            if vector==None:
                                vector=[0]
                                descriptor=([json_object.get('name'),json_object.get('x'),json_object.get('y'),json_object.get('z'),json_object.get ('radius'),
                                vector[0],vector[0],vector[0]])
                            descriptors.append (descriptor)

                self.points=np.array (descriptors,dtype=object)

        if select is 'disabled':

            if 'points' in tmp_json_keys:

                descriptors=[]

                for json_object in tmp_json.get ('points'):

                    if json_object.get ('enabled')==False:
                        vector=json_object.get ('vector')
                        vector_on=json_object.get ('vector_on')

                        if 'vector' and 'vector_on' in json_object.keys ():
                            if vector_on ==1:
                                for element in vector:
                                    descriptor=np.array([json_object.get('name'),json_object.get('x'),json_object.get('y'),json_object.get('z'),json_object.get ('radius'),
                                     element['x'], element['y'],element['z']],dtype=object)

                            if vector_on ==0:
                                vector=[0]
                                descriptor=np.array([json_object.get('name'),json_object.get('x'),json_object.get('y'),json_object.get('z'),json_object.get ('radius'),
                                vector[0],vector[0],vector[0]],dtype=object)

                            descriptors.append (descriptor)

                        if 'vector' and not 'vector_on' in json_object.keys ():
                            if vector!=None:
                                for element in vector:
                                    descriptor=np.array([json_object.get('name'),json_object.get('x'),json_object.get('y'),json_object.get('z'),json_object.get ('radius'),
                                     element['x'], element['y'],element['z']],dtype=object)

                            if vector==None:
                                vector=[0]
                                descriptor=np.array([json_object.get('name'),json_object.get('x'),json_object.get('y'),json_object.get('z'),json_object.get ('radius'),
                                vector[0],vector[0],vector[0]],dtype=object)

                            descriptors.append (descriptor)

                self.points=np.array (descriptors)

        if select is 'all':

            if 'points' in tmp_json_keys:

                descriptors=[]

                for json_object in tmp_json.get ('points'):
                    vector=json_object.get ('vector')
                    vector_on=json_object.get ('vector_on')

                    if 'vector' and 'vector_on' in json_object.keys ():
                        if vector_on ==1:
                            for element in vector:
                                descriptor=np.array([json_object.get('name'),json_object.get('x'),json_object.get('y'),json_object.get('z'),json_object.get ('radius'),
                                 element['x'], element['y'],element['z']],dtype=object)

                        if vector_on ==0:
                            vector=[0]
                            descriptor=np.array([json_object.get('name'),json_object.get('x'),json_object.get('y'),json_object.get('z'),json_object.get ('radius'),
                            vector[0],vector[0],vector[0]],dtype=object)

                        descriptors.append (descriptor)

                    if 'vector' and not 'vector_on' in json_object.keys ():
                        if vector!=None:
                            for element in vector:
                                descriptor=np.array([json_object.get('name'),json_object.get('x'),json_object.get('y'),json_object.get('z'),json_object.get ('radius'),
                                 element['x'], element['y'],element['z']],dtype=object)


                        if vector==None:
                            vector=[0]
                            descriptor=np.array([json_object.get('name'),json_object.get('x'),json_object.get('y'),json_object.get('z'),json_object.get ('radius'),
                            vector[0],vector[0],vector[0]],dtype=object)

                        descriptors.append (descriptor)

                self.points=np.array (descriptors)

88106eb6d454e065b3090be5b44cc9793f17fd96
<mask token>

<mask token>


class Descriptors:
    <mask token>

<mask token>


class Descriptors:

    def __init__(self, input_file='', json_object=None, select='enabled'):
        self.points = None
        self.input_file = input_file
        self.json_object = None
        self._json = json.loads(open(input_file).read())
        tmp_json = self._json
        tmp_json_keys = tmp_json.keys()
        if select is 'enabled':
            if 'points' in tmp_json_keys:
                descriptors = []
                for json_object in tmp_json.get('points'):
                    if json_object.get('enabled') == True:
                        vector = json_object.get('vector')
                        vector_on = json_object.get('vector_on')
                        if 'vector' and 'vector_on' in json_object.keys():
                            if vector_on == 1:
                                for element in vector:
                                    descriptor = [json_object.get('name'),
                                        json_object.get('x'), json_object.
                                        get('y'), json_object.get('z'),
                                        json_object.get('radius'), element[
                                        'x'], element['y'], element['z']]
                            if vector_on == 0:
                                vector = [0]
                                descriptor = [json_object.get('name'),
                                    json_object.get('x'), json_object.get(
                                    'y'), json_object.get('z'), json_object
                                    .get('radius'), vector[0], vector[0],
                                    vector[0]]
                            descriptors.append(descriptor)
                        if 'vector' and not 'vector_on' in json_object.keys():
                            if vector != None:
                                for element in vector:
                                    descriptor = n([json_object.get('name'),
                                        json_object.get('x'), json_object.
                                        get('y'), json_object.get('z'),
                                        json_object.get('radius'), element[
                                        'x'], element['y'], element['z']])
                            if vector == None:
                                vector = [0]
                                descriptor = [json_object.get('name'),
                                    json_object.get('x'), json_object.get(
                                    'y'), json_object.get('z'), json_object
                                    .get('radius'), vector[0], vector[0],
                                    vector[0]]
                            descriptors.append(descriptor)
                self.points = np.array(descriptors, dtype=object)
        if select is 'disabled':
            if 'points' in tmp_json_keys:
                descriptors = []
                for json_object in tmp_json.get('points'):
                    if json_object.get('enabled') == False:
                        vector = json_object.get('vector')
                        vector_on = json_object.get('vector_on')
                        if 'vector' and 'vector_on' in json_object.keys():
                            if vector_on == 1:
                                for element in vector:
                                    descriptor = np.array([json_object.get(
                                        'name'), json_object.get('x'),
                                        json_object.get('y'), json_object.
                                        get('z'), json_object.get('radius'),
                                        element['x'], element['y'], element
                                        ['z']], dtype=object)
                            if vector_on == 0:
                                vector = [0]
                                descriptor = np.array([json_object.get(
                                    'name'), json_object.get('x'),
                                    json_object.get('y'), json_object.get(
                                    'z'), json_object.get('radius'), vector
                                    [0], vector[0], vector[0]], dtype=object)
                            descriptors.append(descriptor)
                        if 'vector' and not 'vector_on' in json_object.keys():
                            if vector != None:
                                for element in vector:
                                    descriptor = np.array([json_object.get(
                                        'name'), json_object.get('x'),
                                        json_object.get('y'), json_object.
                                        get('z'), json_object.get('radius'),
                                        element['x'], element['y'], element
                                        ['z']], dtype=object)
                            if vector == None:
                                vector = [0]
                                descriptor = np.array([json_object.get(
                                    'name'), json_object.get('x'),
                                    json_object.get('y'), json_object.get(
                                    'z'), json_object.get('radius'), vector
                                    [0], vector[0], vector[0]], dtype=object)
                            descriptors.append(descriptor)
                self.points = np.array(descriptors)
        if select is 'all':
            if 'points' in tmp_json_keys:
                descriptors = []
                for json_object in tmp_json.get('points'):
                    vector = json_object.get('vector')
                    vector_on = json_object.get('vector_on')
                    if 'vector' and 'vector_on' in json_object.keys():
                        if vector_on == 1:
                            for element in vector:
                                descriptor = np.array([json_object.get(
                                    'name'), json_object.get('x'),
                                    json_object.get('y'), json_object.get(
                                    'z'), json_object.get('radius'),
                                    element['x'], element['y'], element['z'
                                    ]], dtype=object)
                        if vector_on == 0:
                            vector = [0]
                            descriptor = np.array([json_object.get('name'),
                                json_object.get('x'), json_object.get('y'),
                                json_object.get('z'), json_object.get(
                                'radius'), vector[0], vector[0], vector[0]],
                                dtype=object)
                        descriptors.append(descriptor)
                    if 'vector' and not 'vector_on' in json_object.keys():
                        if vector != None:
                            for element in vector:
                                descriptor = np.array([json_object.get(
                                    'name'), json_object.get('x'),
                                    json_object.get('y'), json_object.get(
                                    'z'), json_object.get('radius'),
                                    element['x'], element['y'], element['z'
                                    ]], dtype=object)
                        if vector == None:
                            vector = [0]
                            descriptor = np.array([json_object.get('name'),
                                json_object.get('x'), json_object.get('y'),
                                json_object.get('z'), json_object.get(
                                'radius'), vector[0], vector[0], vector[0]],
                                dtype=object)
                        descriptors.append(descriptor)
                self.points = np.array(descriptors)

import numpy as np
import simplejson as json
from pprint import pprint
import networkx as nx
import itertools as it


class Descriptors:

    def __init__(self, input_file='', json_object=None, select='enabled'):
        self.points = None
        self.input_file = input_file
        self.json_object = None
        self._json = json.loads(open(input_file).read())
        tmp_json = self._json
        tmp_json_keys = tmp_json.keys()
        if select is 'enabled':
            if 'points' in tmp_json_keys:
                descriptors = []
                for json_object in tmp_json.get('points'):
                    if json_object.get('enabled') == True:
                        vector = json_object.get('vector')
                        vector_on = json_object.get('vector_on')
                        if 'vector' and 'vector_on' in json_object.keys():
                            if vector_on == 1:
                                for element in vector:
                                    descriptor = [json_object.get('name'),
                                        json_object.get('x'), json_object.
                                        get('y'), json_object.get('z'),
                                        json_object.get('radius'), element[
                                        'x'], element['y'], element['z']]
                            if vector_on == 0:
                                vector = [0]
                                descriptor = [json_object.get('name'),
                                    json_object.get('x'), json_object.get(
                                    'y'), json_object.get('z'), json_object
                                    .get('radius'), vector[0], vector[0],
                                    vector[0]]
                            descriptors.append(descriptor)
                        if 'vector' and not 'vector_on' in json_object.keys():
                            if vector != None:
                                for element in vector:
                                    descriptor = n([json_object.get('name'),
                                        json_object.get('x'), json_object.
                                        get('y'), json_object.get('z'),
                                        json_object.get('radius'), element[
                                        'x'], element['y'], element['z']])
                            if vector == None:
                                vector = [0]
                                descriptor = [json_object.get('name'),
                                    json_object.get('x'), json_object.get(
                                    'y'), json_object.get('z'), json_object
                                    .get('radius'), vector[0], vector[0],
                                    vector[0]]
                            descriptors.append(descriptor)
                self.points = np.array(descriptors, dtype=object)
        if select is 'disabled':
            if 'points' in tmp_json_keys:
                descriptors = []
                for json_object in tmp_json.get('points'):
                    if json_object.get('enabled') == False:
                        vector = json_object.get('vector')
                        vector_on = json_object.get('vector_on')
                        if 'vector' and 'vector_on' in json_object.keys():
                            if vector_on == 1:
                                for element in vector:
                                    descriptor = np.array([json_object.get(
                                        'name'), json_object.get('x'),
                                        json_object.get('y'), json_object.
                                        get('z'), json_object.get('radius'),
                                        element['x'], element['y'], element
                                        ['z']], dtype=object)
                            if vector_on == 0:
                                vector = [0]
                                descriptor = np.array([json_object.get(
                                    'name'), json_object.get('x'),
                                    json_object.get('y'), json_object.get(
                                    'z'), json_object.get('radius'), vector
                                    [0], vector[0], vector[0]], dtype=object)
                            descriptors.append(descriptor)
                        if 'vector' and not 'vector_on' in json_object.keys():
                            if vector != None:
                                for element in vector:
                                    descriptor = np.array([json_object.get(
                                        'name'), json_object.get('x'),
                                        json_object.get('y'), json_object.
                                        get('z'), json_object.get('radius'),
                                        element['x'], element['y'], element
                                        ['z']], dtype=object)
                            if vector == None:
                                vector = [0]
                                descriptor = np.array([json_object.get(
                                    'name'), json_object.get('x'),
                                    json_object.get('y'), json_object.get(
                                    'z'), json_object.get('radius'), vector
                                    [0], vector[0], vector[0]], dtype=object)
                            descriptors.append(descriptor)
                self.points = np.array(descriptors)
        if select is 'all':
            if 'points' in tmp_json_keys:
                descriptors = []
                for json_object in tmp_json.get('points'):
                    vector = json_object.get('vector')
                    vector_on = json_object.get('vector_on')
                    if 'vector' and 'vector_on' in json_object.keys():
                        if vector_on == 1:
                            for element in vector:
                                descriptor = np.array([json_object.get(
                                    'name'), json_object.get('x'),
                                    json_object.get('y'), json_object.get(
                                    'z'), json_object.get('radius'),
                                    element['x'], element['y'], element['z'
                                    ]], dtype=object)
                        if vector_on == 0:
                            vector = [0]
                            descriptor = np.array([json_object.get('name'),
                                json_object.get('x'), json_object.get('y'),
                                json_object.get('z'), json_object.get(
                                'radius'), vector[0], vector[0], vector[0]],
                                dtype=object)
                        descriptors.append(descriptor)
                    if 'vector' and not 'vector_on' in json_object.keys():
                        if vector != None:
                            for element in vector:
                                descriptor = np.array([json_object.get(
                                    'name'), json_object.get('x'),
                                    json_object.get('y'), json_object.get(
                                    'z'), json_object.get('radius'),
                                    element['x'], element['y'], element['z'
                                    ]], dtype=object)
                        if vector == None:
                            vector = [0]
                            descriptor = np.array([json_object.get('name'),
                                json_object.get('x'), json_object.get('y'),
                                json_object.get('z'), json_object.get(
                                'radius'), vector[0], vector[0], vector[0]],
                                dtype=object)
                        descriptors.append(descriptor)
                self.points = np.array(descriptors)

import numpy as np
import simplejson as json
from pprint import pprint
import networkx as nx
import itertools as it
#from .viewer import  scatter_plot as _scatter_plot

class Descriptors:

    def __init__(self,input_file='',json_object=None, select='enabled'):

        self.points         = None
        self.input_file     = input_file
        self.json_object    = None
        #select            = should be 'enabled','disabled' or 'all'
        self._json          = json.loads(open(input_file).read())
        tmp_json            = self._json
        tmp_json_keys       = tmp_json.keys()

        if select is 'enabled':

            if 'points' in tmp_json_keys:

                descriptors=[]

                for json_object in tmp_json.get ('points'):

                    if json_object.get ('enabled')==True:
                        vector=json_object.get ('vector')
                        vector_on=json_object.get ('vector_on')

                        if 'vector' and 'vector_on' in json_object.keys ():
                            if vector_on ==1:
                                for element in vector:
                                    descriptor=([json_object.get('name'),json_object.get('x'),json_object.get('y'),json_object.get('z'),json_object.get ('radius'),
                                    element['x'], element['y'],element['z']])

                            if vector_on ==0:
                                vector=[0]
                                descriptor=([json_object.get('name'),json_object.get('x'),json_object.get('y'),json_object.get('z'),json_object.get ('radius'),
                                vector[0],vector[0],vector[0]])
                            descriptors.append (descriptor)

                        if 'vector' and not 'vector_on' in json_object.keys ():
                            if vector!=None:
                                for element in vector:
                                    descriptor=n([json_object.get('name'),json_object.get('x'),json_object.get('y'),json_object.get('z'),json_object.get ('radius'),
                                    element['x'], element['y'],element['z']])

                            if vector==None:
                                vector=[0]
                                descriptor=([json_object.get('name'),json_object.get('x'),json_object.get('y'),json_object.get('z'),json_object.get ('radius'),
                                vector[0],vector[0],vector[0]])
                            descriptors.append (descriptor)

                self.points=np.array (descriptors,dtype=object)

        if select is 'disabled':

            if 'points' in tmp_json_keys:

                descriptors=[]

                for json_object in tmp_json.get ('points'):

                    if json_object.get ('enabled')==False:
                        vector=json_object.get ('vector')
                        vector_on=json_object.get ('vector_on')

                        if 'vector' and 'vector_on' in json_object.keys ():
                            if vector_on ==1:
                                for element in vector:
                                    descriptor=np.array([json_object.get('name'),json_object.get('x'),json_object.get('y'),json_object.get('z'),json_object.get ('radius'),
                                     element['x'], element['y'],element['z']],dtype=object)

                            if vector_on ==0:
                                vector=[0]
                                descriptor=np.array([json_object.get('name'),json_object.get('x'),json_object.get('y'),json_object.get('z'),json_object.get ('radius'),
                                vector[0],vector[0],vector[0]],dtype=object)

                            descriptors.append (descriptor)

                        if 'vector' and not 'vector_on' in json_object.keys ():
                            if vector!=None:
                                for element in vector:
                                    descriptor=np.array([json_object.get('name'),json_object.get('x'),json_object.get('y'),json_object.get('z'),json_object.get ('radius'),
                                     element['x'], element['y'],element['z']],dtype=object)

                            if vector==None:
                                vector=[0]
                                descriptor=np.array([json_object.get('name'),json_object.get('x'),json_object.get('y'),json_object.get('z'),json_object.get ('radius'),
                                vector[0],vector[0],vector[0]],dtype=object)

                            descriptors.append (descriptor)

                self.points=np.array (descriptors)

        if select is 'all':

            if 'points' in tmp_json_keys:

                descriptors=[]

                for json_object in tmp_json.get ('points'):
                    vector=json_object.get ('vector')
                    vector_on=json_object.get ('vector_on')

                    if 'vector' and 'vector_on' in json_object.keys ():
                        if vector_on ==1:
                            for element in vector:
                                descriptor=np.array([json_object.get('name'),json_object.get('x'),json_object.get('y'),json_object.get('z'),json_object.get ('radius'),
                                 element['x'], element['y'],element['z']],dtype=object)

                        if vector_on ==0:
                            vector=[0]
                            descriptor=np.array([json_object.get('name'),json_object.get('x'),json_object.get('y'),json_object.get('z'),json_object.get ('radius'),
                            vector[0],vector[0],vector[0]],dtype=object)

                        descriptors.append (descriptor)

                    if 'vector' and not 'vector_on' in json_object.keys ():
                        if vector!=None:
                            for element in vector:
                                descriptor=np.array([json_object.get('name'),json_object.get('x'),json_object.get('y'),json_object.get('z'),json_object.get ('radius'),
                                 element['x'], element['y'],element['z']],dtype=object)


                        if vector==None:
                            vector=[0]
                            descriptor=np.array([json_object.get('name'),json_object.get('x'),json_object.get('y'),json_object.get('z'),json_object.get ('radius'),
                            vector[0],vector[0],vector[0]],dtype=object)

                        descriptors.append (descriptor)

                self.points=np.array (descriptors)
