KaneAI - World’s First E2E Software Testing Agent.Book a Demo Join TestMu Conference

How to use _get_params method in Airtest

Best Python code snippet using Airtest

projection_layers.py

Source:projection_layers.py

...21class ProjectionLayer(base_layers.BaseLayer):22  """Base class for encoders."""23  def __init__(self, model_config, mode):24    """Create projection."""25    def _get_params(varname, default_value=None):26      value = model_config[varname] if varname in model_config else default_value27      default = "" if varname in model_config else " (default)"28      logging.info("%s = %s%s", varname, value, default)29      setattr(self, varname, value)30    self.mode = mode31    _get_params("feature_size")32    _get_params("max_seq_len", 0)33    _get_params("add_eos_tag", False)34    _get_params("add_bos_tag", False)35    _get_params("hashtype", "murmur")36    _get_params("split_on_space", True)37    _get_params("token_separators", "")38    _get_params("vocabulary", "")39    _get_params("quantize")40    _get_params("word_novelty_bits", 0)41    _get_params("doc_size_levels", 0)42    self.distortion_probability = 0.043    if mode == base_layers.TRAIN:44      _get_params("distortion_probability", 0.0)45    parameters = base_layers.Parameters(mode, self.quantize)46    super(ProjectionLayer, self).__init__(parameters=parameters)47  def call(self, inputs):48    projection, _, seq_length = ssp.sequence_string_projection(49        input=inputs,50        feature_size=self.feature_size,51        max_splits=self.max_seq_len - 1,52        hashtype=self.hashtype,53        distortion_probability=self.distortion_probability,54        split_on_space=self.split_on_space,55        token_separators=self.token_separators,56        word_novelty_bits=self.word_novelty_bits,57        doc_size_levels=self.doc_size_levels,58        add_eos_tag=self.add_eos_tag,59        add_bos_tag=self.add_bos_tag,60        vocabulary=self.vocabulary)61    modes = [base_layers.PREDICT, base_layers.TFLITE]62    if self.mode not in modes and self.max_seq_len > 0:63      short_by = self.max_seq_len - tf.shape(projection)[1]64      projection = tf.pad(projection, [[0, 0], [0, short_by], [0, 0]])65      batch_size = self.get_batch_dimension(inputs)66      projection = tf.reshape(projection,67                              [batch_size, self.max_seq_len, self.feature_size])68    if self.mode in modes:69      projection = self.qrange_tanh(projection)70    return projection, seq_length71class ProjectionLayerPreSegmented(base_layers.BaseLayer):72  """Base class for encoders."""73  def __init__(self, model_config, mode):74    """Create projection."""75    def _get_params(varname, default_value=None):76      value = model_config[varname] if varname in model_config else default_value77      default = "" if varname in model_config else " (default)"78      logging.info("%s = %s%s", varname, value, default)79      setattr(self, varname, value)80    self.mode = mode81    _get_params("feature_size")82    _get_params("add_eos_tag", False)83    _get_params("add_bos_tag", False)84    _get_params("vocabulary", "")85    _get_params("quantize")86    self.distortion_probability = 0.087    if mode == base_layers.TRAIN:88      _get_params("distortion_probability", 0.0)89    parameters = base_layers.Parameters(mode, self.quantize)90    super(ProjectionLayerPreSegmented, self).__init__(parameters=parameters)91  def call(self, inputs, sequence_length):92    projection = sspv2.sequence_string_projection_v2(93        input=inputs,94        sequence_length=sequence_length,95        feature_size=self.feature_size,96        distortion_probability=self.distortion_probability,97        add_eos_tag=self.add_eos_tag,98        add_bos_tag=self.add_bos_tag,99        vocabulary=self.vocabulary)100    modes = [base_layers.PREDICT, base_layers.TFLITE]101    if self.mode in modes:102      projection = self.qrange_tanh(projection)...

Automation Testing Tutorials

Learn to execute automation testing from scratch with LambdaTest Learning Hub. Right from setting up the prerequisites to run your first automation test, to following best practices and diving deeper into advanced test scenarios. LambdaTest Learning Hubs compile a list of step-by-step guides to help you be proficient with different test automation frameworks i.e. Selenium, Cypress, TestNG etc.