How to use is_dynamic method in pyresttest

Best Python code snippet using pyresttest_python

homepage_section.py

Source:homepage_section.py

...94        :type: str95        """96        self._title = title97    @property98    def is_dynamic(self):99        """Gets the is_dynamic of this HomepageSection.  # noqa: E501100        This section was automatically generated by Looker  # noqa: E501101        :return: The is_dynamic of this HomepageSection.  # noqa: E501102        :rtype: bool103        """104        return self._is_dynamic105    @is_dynamic.setter106    def is_dynamic(self, is_dynamic):107        """Sets the is_dynamic of this HomepageSection.108        This section was automatically generated by Looker  # noqa: E501109        :param is_dynamic: The is_dynamic of this HomepageSection.  # noqa: E501110        :type: bool111        """112        self._is_dynamic = is_dynamic113    @property114    def is_header(self):115        """Gets the is_header of this HomepageSection.  # noqa: E501116        Is this a header section (has no items)  # noqa: E501117        :return: The is_header of this HomepageSection.  # noqa: E501118        :rtype: bool119        """120        return self._is_header...

relay_service.py

Source:relay_service.py

1from flask import Response, json2#from support.connection_factory import Connection3from support.Response_Maker import IS_DEBUG, errorsToResponse, successToResponse,timeHelper4from domain.relay import Relay, RelayDynamic5import mysql.connector6from mysql.connector import errorcode7fileName = "data/relays.txt"8class RelayService():9    @classmethod10    def getRelays(cls, api_key,isArduino):11        data = cls.get_relays_datafile(isArduino)12        #relays = {"relays": data}13        code = 200  # OK14        return successToResponse.getResponseWithData(data, code)15    @classmethod16    def get_relays_datafile(cls,isArduino:bool):17        """18        Returns list of data (line by line) from the datafile.19        """20        if isArduino != True:#Could be any shit21            isArduino = False22        with open(fileName, "r") as myfile:23            lines = myfile.readlines()24            if IS_DEBUG:25                print("relayFileContents: ", lines)26        listRelays = []27        for i in range(0,3):28            if IS_DEBUG:29                print("line: ",i,", gives: ",lines[i])30        dyn=int(lines[0][-2])31        sT=int(lines[1][-2])32        eST=int(lines[2][-2])33        repeats = int(lines[3][(lines[3].find(":")+2):])34        is_dynamic = False35        hasStartTime = False36        eachHasStartTime = False37        if dyn == 1:38            is_dynamic = True39            if sT == 1:40                hasStartTime = True41            if eST == 1:42                eachHasStartTime = True43        44        if IS_DEBUG:45            print("DYN=",dyn,", ST=",sT,", EST=",eST)46        for i in range(4,len(lines)):47            line = lines[i]48            index = line.find('d')+149            indexEnd = line.find(':')-150            if IS_DEBUG:51                print("Line data on off?: ", line[-2])52            if is_dynamic:                53                temp = RelayDynamic.initFromLine(str(line))54                if isArduino:55                    listRelays.append(temp.toDictNoBOOOOL())56                else:57                    listRelays.append(temp.toDict())58            else:59                isOn = True60                if(line[-2] == "0"):61                    isOn = False62                temp = Relay(line[index:indexEnd], isOn)#IF IS DYN!!!!!!63                listRelays.append(temp.toDict())64        65        resp = {66            "is_dynamic":is_dynamic,67            "has_start_time":hasStartTime,68            "each_has_start_time":eachHasStartTime,69            "current_time":timeHelper.get_current_timeArduino(),70            "num_repeats":repeats,71            "relays":listRelays72        } 73        """74        if isArduino:75            resp["current_time"]=timeHelper.get_current_timeArduino()76        """77        return resp78    @classmethod79    def postRelay(cls, api_key, data):80        return cls.postRelayToFile(data)81    @classmethod82    def postRelayToFile(cls, data):83        """84        Prints/replaces information in file....85        """86        #dataParsed =json.loads(data)87        #relays = json.loads(dataParsed["relays"])88        is_dynamic = False89        hasStartTime = False90        eachHasStartTime = False91        repeats=-292        if "is_dynamic" in data and (not data["is_dynamic"] is None) and data["is_dynamic"] == True:93            """94            print("SHISEEEE")95            eCode = 40096            msg = "Bad request"97            return errorsToResponse.getResponse(msg, eCode)98            """99            if IS_DEBUG:100                print("Will this work??, Lets find out!!")101            is_dynamic=True102            if "has_start_time" in data and (not data["has_start_time"] is None) and data["has_start_time"] == True:103                hasStartTime = True104            if "each_has_start_time" in data and (not data["each_has_start_time"] is None) and data["each_has_start_time"] == True:105                eachHasStartTime = True106            if is_dynamic:107                 if "num_repeats" in data and (not data["num_repeats"] is None):108                     repeats=data["num_repeats"]109        relays = (data["relays"])110        if IS_DEBUG:111            print("RELAYS HEYBARBARIBA type: ",112                  type(relays), ", Value: ", relays)113        for i in range(len(relays)):114            if is_dynamic:115                temp = RelayDynamic(**relays[i])116            else:117                temp = Relay(**relays[i])118            relays[i] = temp119            if IS_DEBUG:120                print("TEMP type: ", type(temp), ", temp value: ", temp)121        """122        with open(fileName, "r") as myfile:123            lines = myfile.readlines()124            if IS_DEBUG:125                print("relayFileContents: ", lines)126        i = 0127        for line in lines:128            index = line.find('d')+1129            indexEnd = line.find(':')-1130            if IS_DEBUG:131                print("Relay index from file?: ", index,132                      ", and its value: ", line[index:indexEnd])133            i += 1134        """135        i = 0136        dyn = 0  # DYNAMIC137        sT = 0  # StartTimes138        eST = 0  # eachStartTimes139        if is_dynamic:140            dyn = 1141            if hasStartTime:142                sT = 1143            if eachHasStartTime:144                eST = 1145        with open(fileName, "w") as myfile:146            myfile.write("dyn : "+str(dyn))147            myfile.write("\n")148            myfile.write("sT : "+str(sT))149            myfile.write("\n")150            myfile.write("eST : "+str(eST))151            myfile.write("\n")152            #if is_dynamic:153            myfile.write("repeats : "+str(repeats))154            myfile.write("\n")155            for i in range(len(relays)):156                if IS_DEBUG:157                    print("RELAY NUMBER: ",158                          relays[i].id, ", uses: "+str(relays[i].relay_is_on))159                myfile.write(relays[i].toString())160                myfile.write("\n")161        code = 202162        msg = "majestetic"...

dynamic_dropouts.py

Source:dynamic_dropouts.py

1from uuid import uuid42import tensorflow as tf3from tensorflow.keras.layers import \4    Layer, \5    Dropout6from tensorflow.keras import backend as K7class DynamicDropout(Dropout):8    def __init__(self, rate=0.5, is_dynamic=True, **kwargs):9        super(DynamicDropout, self).__init__(rate)10        if is_dynamic:11            self.rate = K.variable(self.rate, name='rate_' + str(uuid4()))12            self.rate_value = rate13        self.is_dynamic = is_dynamic14    def set_dropout(self, rate):15        K.set_value(self.rate, rate)16        self.rate_value = rate17    def call(self, inputs, training=None):18        if not self.is_dynamic:19            return super(DynamicDropout, self).call(inputs, training)20        if 0. < self.rate_value < 1.:21            noise_shape = self._get_noise_shape(inputs)22            def dropped_inputs():23                return K.dropout(24                    inputs,25                    self.rate,26                    noise_shape,27                    seed=self.seed,28                )29            return K.in_train_phase(30                dropped_inputs,31                inputs,32                training=training,33            )34        return inputs35    def get_config(self):36        config = super(DynamicDropout, self).get_config()37        if self.is_dynamic:38            config['rate'] = K.get_value(self.rate)39        return config40class CrossmapDropBlock(Layer):41    def __init__(self, rate, block_size, scale=True):42        super(CrossmapDropBlock, self).__init__()43        self.rate = rate44        self.block_size = int(block_size)45        self.scale = scale46    def compute_output_shape(self, input_shape):47        return input_shape48    def build(self, input_shape):49        assert len(input_shape) == 450        _, self.h, self.w, self.channels = input_shape.as_list()51        # for small shapes52        if self.block_size >= self.h // 4 or self.block_size >= self.w // 4:53            self.block_size = 154        # pad the mask55        p1 = (self.block_size - 1) // 256        p0 = (self.block_size - 1) - p157        self.padding = [[0, 0], [p0, p1], [p0, p1], [0, 0]]58        super(CrossmapDropBlock, self).build(input_shape)59    def call(self, inputs, training=None, **kwargs):60        if 0. < self.rate_value < 1.:61            def drop():62                sampling_mask_shape = tf.stack([tf.shape(inputs)[0],63                                                self.h - self.block_size + 1,64                                                self.w - self.block_size + 1,65                                                ])66                # self.channels])67                gamma = self.rate * (self.w * self.h) / (self.block_size ** 2) / \68                        ((self.w - self.block_size + 1) * (self.h - self.block_size + 1))69                self.gamma = gamma70                mask = tf.cast(gamma >= tf.random.uniform(sampling_mask_shape, minval=0, maxval=1, dtype=tf.float32),71                               dtype=tf.float32)72                mask = tf.stack([mask for _ in range(self.channels)], axis=-1)73                mask = tf.pad(mask, self.padding)74                mask = tf.nn.max_pool(mask, [1, self.block_size, self.block_size, 1], [1, 1, 1, 1], 'SAME')75                mask = 1 - mask76                output = inputs * tf.cast(mask, dtype=tf.float32) / (1 - self.rate) # * tf.cast(tf.size(mask), dtype=tf.float32) / tf.reduce_sum(mask)77                return output78            if training is None:79                training = K.learning_phase()80            output = tf.cond(tf.logical_not(tf.cast(training, dtype=tf.bool)),81                             true_fn=lambda: inputs,82                             false_fn=drop)83            return output84        return inputs85    def get_config(self):86        config = super(CrossmapDropBlock, self).get_config()87        config = {88            **config,89            **{90                'rate': self.rate,91                'block_size': self.block_size,92                'scale': self.scale,93            },94        }95        return config96class DynamicCrossmapDropBlock(CrossmapDropBlock):97    def __init__(self, rate, block_size, is_dynamic=True, **kwargs):98        super(DynamicCrossmapDropBlock, self).__init__(rate, block_size)99        self.rate_value = self.rate100        if is_dynamic:101            self.rate = K.variable(self.rate, name='rate_' + str(uuid4()))102        self.is_dynamic = is_dynamic103    def set_rate(self, rate=None):104        if rate is not None and 0. < rate < 1.:105            if self.is_dynamic:106                K.set_value(self.rate, rate)107            else:108                self.rate = rate109            self.rate_value = rate110    def get_config(self):111        config = super(DynamicCrossmapDropBlock, self).get_config()112        if self.is_dynamic:113            config['rate'] = K.get_value(self.rate)...

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