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valid
Adversarial.normalized_distance
Calculates the distance of a given image to the original image. Parameters ---------- image : `numpy.ndarray` The image that should be compared to the original image. Returns ------- :class:`Distance` The distance between the given image ...
foolbox/adversarial.py
def normalized_distance(self, image): """Calculates the distance of a given image to the original image. Parameters ---------- image : `numpy.ndarray` The image that should be compared to the original image. Returns ------- :class:`Distance` ...
def normalized_distance(self, image): """Calculates the distance of a given image to the original image. Parameters ---------- image : `numpy.ndarray` The image that should be compared to the original image. Returns ------- :class:`Distance` ...
[ "Calculates", "the", "distance", "of", "a", "given", "image", "to", "the", "original", "image", "." ]
bethgelab/foolbox
python
https://github.com/bethgelab/foolbox/blob/8ab54248c70e45d8580a7d9ee44c9c0fb5755c4a/foolbox/adversarial.py#L165-L183
[ "def", "normalized_distance", "(", "self", ",", "image", ")", ":", "return", "self", ".", "__distance", "(", "self", ".", "__original_image_for_distance", ",", "image", ",", "bounds", "=", "self", ".", "bounds", "(", ")", ")" ]
8ab54248c70e45d8580a7d9ee44c9c0fb5755c4a
valid
Adversarial.__is_adversarial
Interface to criterion.is_adverarial that calls __new_adversarial if necessary. Parameters ---------- predictions : :class:`numpy.ndarray` A vector with the pre-softmax predictions for some image. label : int The label of the unperturbed reference image.
foolbox/adversarial.py
def __is_adversarial(self, image, predictions, in_bounds): """Interface to criterion.is_adverarial that calls __new_adversarial if necessary. Parameters ---------- predictions : :class:`numpy.ndarray` A vector with the pre-softmax predictions for some image. ...
def __is_adversarial(self, image, predictions, in_bounds): """Interface to criterion.is_adverarial that calls __new_adversarial if necessary. Parameters ---------- predictions : :class:`numpy.ndarray` A vector with the pre-softmax predictions for some image. ...
[ "Interface", "to", "criterion", ".", "is_adverarial", "that", "calls", "__new_adversarial", "if", "necessary", "." ]
bethgelab/foolbox
python
https://github.com/bethgelab/foolbox/blob/8ab54248c70e45d8580a7d9ee44c9c0fb5755c4a/foolbox/adversarial.py#L212-L234
[ "def", "__is_adversarial", "(", "self", ",", "image", ",", "predictions", ",", "in_bounds", ")", ":", "is_adversarial", "=", "self", ".", "__criterion", ".", "is_adversarial", "(", "predictions", ",", "self", ".", "__original_class", ")", "assert", "isinstance",...
8ab54248c70e45d8580a7d9ee44c9c0fb5755c4a
valid
Adversarial.channel_axis
Interface to model.channel_axis for attacks. Parameters ---------- batch : bool Controls whether the index of the axis for a batch of images (4 dimensions) or a single image (3 dimensions) should be returned.
foolbox/adversarial.py
def channel_axis(self, batch): """Interface to model.channel_axis for attacks. Parameters ---------- batch : bool Controls whether the index of the axis for a batch of images (4 dimensions) or a single image (3 dimensions) should be returned. """ ...
def channel_axis(self, batch): """Interface to model.channel_axis for attacks. Parameters ---------- batch : bool Controls whether the index of the axis for a batch of images (4 dimensions) or a single image (3 dimensions) should be returned. """ ...
[ "Interface", "to", "model", ".", "channel_axis", "for", "attacks", "." ]
bethgelab/foolbox
python
https://github.com/bethgelab/foolbox/blob/8ab54248c70e45d8580a7d9ee44c9c0fb5755c4a/foolbox/adversarial.py#L262-L275
[ "def", "channel_axis", "(", "self", ",", "batch", ")", ":", "axis", "=", "self", ".", "__model", ".", "channel_axis", "(", ")", "if", "not", "batch", ":", "axis", "=", "axis", "-", "1", "return", "axis" ]
8ab54248c70e45d8580a7d9ee44c9c0fb5755c4a
valid
Adversarial.has_gradient
Returns true if _backward and _forward_backward can be called by an attack, False otherwise.
foolbox/adversarial.py
def has_gradient(self): """Returns true if _backward and _forward_backward can be called by an attack, False otherwise. """ try: self.__model.gradient self.__model.predictions_and_gradient except AttributeError: return False else: ...
def has_gradient(self): """Returns true if _backward and _forward_backward can be called by an attack, False otherwise. """ try: self.__model.gradient self.__model.predictions_and_gradient except AttributeError: return False else: ...
[ "Returns", "true", "if", "_backward", "and", "_forward_backward", "can", "be", "called", "by", "an", "attack", "False", "otherwise", "." ]
bethgelab/foolbox
python
https://github.com/bethgelab/foolbox/blob/8ab54248c70e45d8580a7d9ee44c9c0fb5755c4a/foolbox/adversarial.py#L277-L288
[ "def", "has_gradient", "(", "self", ")", ":", "try", ":", "self", ".", "__model", ".", "gradient", "self", ".", "__model", ".", "predictions_and_gradient", "except", "AttributeError", ":", "return", "False", "else", ":", "return", "True" ]
8ab54248c70e45d8580a7d9ee44c9c0fb5755c4a
valid
Adversarial.predictions
Interface to model.predictions for attacks. Parameters ---------- image : `numpy.ndarray` Single input with shape as expected by the model (without the batch dimension). strict : bool Controls if the bounds for the pixel values should be checked.
foolbox/adversarial.py
def predictions(self, image, strict=True, return_details=False): """Interface to model.predictions for attacks. Parameters ---------- image : `numpy.ndarray` Single input with shape as expected by the model (without the batch dimension). strict : bool ...
def predictions(self, image, strict=True, return_details=False): """Interface to model.predictions for attacks. Parameters ---------- image : `numpy.ndarray` Single input with shape as expected by the model (without the batch dimension). strict : bool ...
[ "Interface", "to", "model", ".", "predictions", "for", "attacks", "." ]
bethgelab/foolbox
python
https://github.com/bethgelab/foolbox/blob/8ab54248c70e45d8580a7d9ee44c9c0fb5755c4a/foolbox/adversarial.py#L290-L314
[ "def", "predictions", "(", "self", ",", "image", ",", "strict", "=", "True", ",", "return_details", "=", "False", ")", ":", "in_bounds", "=", "self", ".", "in_bounds", "(", "image", ")", "assert", "not", "strict", "or", "in_bounds", "self", ".", "_total_...
8ab54248c70e45d8580a7d9ee44c9c0fb5755c4a
valid
Adversarial.batch_predictions
Interface to model.batch_predictions for attacks. Parameters ---------- images : `numpy.ndarray` Batch of inputs with shape as expected by the model. greedy : bool Whether the first adversarial should be returned. strict : bool Controls if the...
foolbox/adversarial.py
def batch_predictions( self, images, greedy=False, strict=True, return_details=False): """Interface to model.batch_predictions for attacks. Parameters ---------- images : `numpy.ndarray` Batch of inputs with shape as expected by the model. greedy : bool ...
def batch_predictions( self, images, greedy=False, strict=True, return_details=False): """Interface to model.batch_predictions for attacks. Parameters ---------- images : `numpy.ndarray` Batch of inputs with shape as expected by the model. greedy : bool ...
[ "Interface", "to", "model", ".", "batch_predictions", "for", "attacks", "." ]
bethgelab/foolbox
python
https://github.com/bethgelab/foolbox/blob/8ab54248c70e45d8580a7d9ee44c9c0fb5755c4a/foolbox/adversarial.py#L316-L369
[ "def", "batch_predictions", "(", "self", ",", "images", ",", "greedy", "=", "False", ",", "strict", "=", "True", ",", "return_details", "=", "False", ")", ":", "if", "strict", ":", "in_bounds", "=", "self", ".", "in_bounds", "(", "images", ")", "assert",...
8ab54248c70e45d8580a7d9ee44c9c0fb5755c4a
valid
Adversarial.gradient
Interface to model.gradient for attacks. Parameters ---------- image : `numpy.ndarray` Single input with shape as expected by the model (without the batch dimension). Defaults to the original image. label : int Label used to calculate the ...
foolbox/adversarial.py
def gradient(self, image=None, label=None, strict=True): """Interface to model.gradient for attacks. Parameters ---------- image : `numpy.ndarray` Single input with shape as expected by the model (without the batch dimension). Defaults to the original...
def gradient(self, image=None, label=None, strict=True): """Interface to model.gradient for attacks. Parameters ---------- image : `numpy.ndarray` Single input with shape as expected by the model (without the batch dimension). Defaults to the original...
[ "Interface", "to", "model", ".", "gradient", "for", "attacks", "." ]
bethgelab/foolbox
python
https://github.com/bethgelab/foolbox/blob/8ab54248c70e45d8580a7d9ee44c9c0fb5755c4a/foolbox/adversarial.py#L371-L400
[ "def", "gradient", "(", "self", ",", "image", "=", "None", ",", "label", "=", "None", ",", "strict", "=", "True", ")", ":", "assert", "self", ".", "has_gradient", "(", ")", "if", "image", "is", "None", ":", "image", "=", "self", ".", "__original_imag...
8ab54248c70e45d8580a7d9ee44c9c0fb5755c4a
valid
Adversarial.predictions_and_gradient
Interface to model.predictions_and_gradient for attacks. Parameters ---------- image : `numpy.ndarray` Single input with shape as expected by the model (without the batch dimension). Defaults to the original image. label : int Label used t...
foolbox/adversarial.py
def predictions_and_gradient( self, image=None, label=None, strict=True, return_details=False): """Interface to model.predictions_and_gradient for attacks. Parameters ---------- image : `numpy.ndarray` Single input with shape as expected by the model ...
def predictions_and_gradient( self, image=None, label=None, strict=True, return_details=False): """Interface to model.predictions_and_gradient for attacks. Parameters ---------- image : `numpy.ndarray` Single input with shape as expected by the model ...
[ "Interface", "to", "model", ".", "predictions_and_gradient", "for", "attacks", "." ]
bethgelab/foolbox
python
https://github.com/bethgelab/foolbox/blob/8ab54248c70e45d8580a7d9ee44c9c0fb5755c4a/foolbox/adversarial.py#L402-L440
[ "def", "predictions_and_gradient", "(", "self", ",", "image", "=", "None", ",", "label", "=", "None", ",", "strict", "=", "True", ",", "return_details", "=", "False", ")", ":", "assert", "self", ".", "has_gradient", "(", ")", "if", "image", "is", "None",...
8ab54248c70e45d8580a7d9ee44c9c0fb5755c4a
valid
Adversarial.backward
Interface to model.backward for attacks. Parameters ---------- gradient : `numpy.ndarray` Gradient of some loss w.r.t. the logits. image : `numpy.ndarray` Single input with shape as expected by the model (without the batch dimension). Returns...
foolbox/adversarial.py
def backward(self, gradient, image=None, strict=True): """Interface to model.backward for attacks. Parameters ---------- gradient : `numpy.ndarray` Gradient of some loss w.r.t. the logits. image : `numpy.ndarray` Single input with shape as expected by the...
def backward(self, gradient, image=None, strict=True): """Interface to model.backward for attacks. Parameters ---------- gradient : `numpy.ndarray` Gradient of some loss w.r.t. the logits. image : `numpy.ndarray` Single input with shape as expected by the...
[ "Interface", "to", "model", ".", "backward", "for", "attacks", "." ]
bethgelab/foolbox
python
https://github.com/bethgelab/foolbox/blob/8ab54248c70e45d8580a7d9ee44c9c0fb5755c4a/foolbox/adversarial.py#L442-L475
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8ab54248c70e45d8580a7d9ee44c9c0fb5755c4a
valid
CarliniWagnerL2Attack.loss_function
Returns the loss and the gradient of the loss w.r.t. x, assuming that logits = model(x).
foolbox/attacks/carlini_wagner.py
def loss_function(cls, const, a, x, logits, reconstructed_original, confidence, min_, max_): """Returns the loss and the gradient of the loss w.r.t. x, assuming that logits = model(x).""" targeted = a.target_class() is not None if targeted: c_minimize =...
def loss_function(cls, const, a, x, logits, reconstructed_original, confidence, min_, max_): """Returns the loss and the gradient of the loss w.r.t. x, assuming that logits = model(x).""" targeted = a.target_class() is not None if targeted: c_minimize =...
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bethgelab/foolbox
python
https://github.com/bethgelab/foolbox/blob/8ab54248c70e45d8580a7d9ee44c9c0fb5755c4a/foolbox/attacks/carlini_wagner.py#L194-L230
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8ab54248c70e45d8580a7d9ee44c9c0fb5755c4a
valid
CarliniWagnerL2Attack.best_other_class
Returns the index of the largest logit, ignoring the class that is passed as `exclude`.
foolbox/attacks/carlini_wagner.py
def best_other_class(logits, exclude): """Returns the index of the largest logit, ignoring the class that is passed as `exclude`.""" other_logits = logits - onehot_like(logits, exclude, value=np.inf) return np.argmax(other_logits)
def best_other_class(logits, exclude): """Returns the index of the largest logit, ignoring the class that is passed as `exclude`.""" other_logits = logits - onehot_like(logits, exclude, value=np.inf) return np.argmax(other_logits)
[ "Returns", "the", "index", "of", "the", "largest", "logit", "ignoring", "the", "class", "that", "is", "passed", "as", "exclude", "." ]
bethgelab/foolbox
python
https://github.com/bethgelab/foolbox/blob/8ab54248c70e45d8580a7d9ee44c9c0fb5755c4a/foolbox/attacks/carlini_wagner.py#L233-L237
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8ab54248c70e45d8580a7d9ee44c9c0fb5755c4a
valid
CombinedCriteria.name
Concatenates the names of the given criteria in alphabetical order. If a sub-criterion is itself a combined criterion, its name is first split into the individual names and the names of the sub-sub criteria is used instead of the name of the sub-criterion. This is done recursively to en...
foolbox/criteria.py
def name(self): """Concatenates the names of the given criteria in alphabetical order. If a sub-criterion is itself a combined criterion, its name is first split into the individual names and the names of the sub-sub criteria is used instead of the name of the sub-criterion. Thi...
def name(self): """Concatenates the names of the given criteria in alphabetical order. If a sub-criterion is itself a combined criterion, its name is first split into the individual names and the names of the sub-sub criteria is used instead of the name of the sub-criterion. Thi...
[ "Concatenates", "the", "names", "of", "the", "given", "criteria", "in", "alphabetical", "order", "." ]
bethgelab/foolbox
python
https://github.com/bethgelab/foolbox/blob/8ab54248c70e45d8580a7d9ee44c9c0fb5755c4a/foolbox/criteria.py#L140-L157
[ "def", "name", "(", "self", ")", ":", "names", "=", "(", "criterion", ".", "name", "(", ")", "for", "criterion", "in", "self", ".", "_criteria", ")", "return", "'__'", ".", "join", "(", "sorted", "(", "names", ")", ")" ]
8ab54248c70e45d8580a7d9ee44c9c0fb5755c4a
valid
_difference_map
Difference map of the image. Approximate derivatives of the function image[c, :, :] (e.g. PyTorch) or image[:, :, c] (e.g. Keras). dfdx, dfdy = difference_map(image) In: image: numpy.ndarray of shape C x h x w or h x w x C, with C = 1 or C = 3 (color channels), h, w >= 3, and [type] ...
foolbox/attacks/adef_attack.py
def _difference_map(image, color_axis): """Difference map of the image. Approximate derivatives of the function image[c, :, :] (e.g. PyTorch) or image[:, :, c] (e.g. Keras). dfdx, dfdy = difference_map(image) In: image: numpy.ndarray of shape C x h x w or h x w x C, with C = 1 or C = 3 ...
def _difference_map(image, color_axis): """Difference map of the image. Approximate derivatives of the function image[c, :, :] (e.g. PyTorch) or image[:, :, c] (e.g. Keras). dfdx, dfdy = difference_map(image) In: image: numpy.ndarray of shape C x h x w or h x w x C, with C = 1 or C = 3 ...
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bethgelab/foolbox
python
https://github.com/bethgelab/foolbox/blob/8ab54248c70e45d8580a7d9ee44c9c0fb5755c4a/foolbox/attacks/adef_attack.py#L23-L73
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8ab54248c70e45d8580a7d9ee44c9c0fb5755c4a
valid
_compose
Calculate the composition of the function image with the vector field vec_field by interpolation. new_func = compose(image, vec_field) In: image: numpy.ndarray of shape C x h x w with C = 3 or C = 1 (color channels), h, w >= 2, and [type] = 'Float' or 'Double'. Contains the value...
foolbox/attacks/adef_attack.py
def _compose(image, vec_field, color_axis): """Calculate the composition of the function image with the vector field vec_field by interpolation. new_func = compose(image, vec_field) In: image: numpy.ndarray of shape C x h x w with C = 3 or C = 1 (color channels), h, w >= 2, and [type...
def _compose(image, vec_field, color_axis): """Calculate the composition of the function image with the vector field vec_field by interpolation. new_func = compose(image, vec_field) In: image: numpy.ndarray of shape C x h x w with C = 3 or C = 1 (color channels), h, w >= 2, and [type...
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bethgelab/foolbox
python
https://github.com/bethgelab/foolbox/blob/8ab54248c70e45d8580a7d9ee44c9c0fb5755c4a/foolbox/attacks/adef_attack.py#L76-L117
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8ab54248c70e45d8580a7d9ee44c9c0fb5755c4a
valid
_create_vec_field
Calculate the deformation vector field In: fval: float gradf: numpy.ndarray of shape C x h x w with C = 3 or C = 1 (color channels), h, w >= 1. d1x: numpy.ndarray of shape C x h x w and [type] = 'Float' or 'Double'. d2x: numpy.ndarray of shape C x h x w and [type] = '...
foolbox/attacks/adef_attack.py
def _create_vec_field(fval, gradf, d1x, d2x, color_axis, smooth=0): """Calculate the deformation vector field In: fval: float gradf: numpy.ndarray of shape C x h x w with C = 3 or C = 1 (color channels), h, w >= 1. d1x: numpy.ndarray of shape C x h x w and [type] = 'Float' or...
def _create_vec_field(fval, gradf, d1x, d2x, color_axis, smooth=0): """Calculate the deformation vector field In: fval: float gradf: numpy.ndarray of shape C x h x w with C = 3 or C = 1 (color channels), h, w >= 1. d1x: numpy.ndarray of shape C x h x w and [type] = 'Float' or...
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bethgelab/foolbox
python
https://github.com/bethgelab/foolbox/blob/8ab54248c70e45d8580a7d9ee44c9c0fb5755c4a/foolbox/attacks/adef_attack.py#L120-L163
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8ab54248c70e45d8580a7d9ee44c9c0fb5755c4a
valid
softmax
Transforms predictions into probability values. Parameters ---------- logits : array_like The logits predicted by the model. Returns ------- `numpy.ndarray` Probability values corresponding to the logits.
foolbox/utils.py
def softmax(logits): """Transforms predictions into probability values. Parameters ---------- logits : array_like The logits predicted by the model. Returns ------- `numpy.ndarray` Probability values corresponding to the logits. """ assert logits.ndim == 1 # f...
def softmax(logits): """Transforms predictions into probability values. Parameters ---------- logits : array_like The logits predicted by the model. Returns ------- `numpy.ndarray` Probability values corresponding to the logits. """ assert logits.ndim == 1 # f...
[ "Transforms", "predictions", "into", "probability", "values", "." ]
bethgelab/foolbox
python
https://github.com/bethgelab/foolbox/blob/8ab54248c70e45d8580a7d9ee44c9c0fb5755c4a/foolbox/utils.py#L6-L27
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8ab54248c70e45d8580a7d9ee44c9c0fb5755c4a
valid
crossentropy
Calculates the cross-entropy. Parameters ---------- logits : array_like The logits predicted by the model. label : int The label describing the target distribution. Returns ------- float The cross-entropy between softmax(logits) and onehot(label).
foolbox/utils.py
def crossentropy(label, logits): """Calculates the cross-entropy. Parameters ---------- logits : array_like The logits predicted by the model. label : int The label describing the target distribution. Returns ------- float The cross-entropy between softmax(logit...
def crossentropy(label, logits): """Calculates the cross-entropy. Parameters ---------- logits : array_like The logits predicted by the model. label : int The label describing the target distribution. Returns ------- float The cross-entropy between softmax(logit...
[ "Calculates", "the", "cross", "-", "entropy", "." ]
bethgelab/foolbox
python
https://github.com/bethgelab/foolbox/blob/8ab54248c70e45d8580a7d9ee44c9c0fb5755c4a/foolbox/utils.py#L30-L56
[ "def", "crossentropy", "(", "label", ",", "logits", ")", ":", "assert", "logits", ".", "ndim", "==", "1", "# for numerical reasons we subtract the max logit", "# (mathematically it doesn't matter!)", "# otherwise exp(logits) might become too large or too small", "logits", "=", ...
8ab54248c70e45d8580a7d9ee44c9c0fb5755c4a
valid
batch_crossentropy
Calculates the cross-entropy for a batch of logits. Parameters ---------- logits : array_like The logits predicted by the model for a batch of inputs. label : int The label describing the target distribution. Returns ------- np.ndarray The cross-entropy between soft...
foolbox/utils.py
def batch_crossentropy(label, logits): """Calculates the cross-entropy for a batch of logits. Parameters ---------- logits : array_like The logits predicted by the model for a batch of inputs. label : int The label describing the target distribution. Returns ------- np....
def batch_crossentropy(label, logits): """Calculates the cross-entropy for a batch of logits. Parameters ---------- logits : array_like The logits predicted by the model for a batch of inputs. label : int The label describing the target distribution. Returns ------- np....
[ "Calculates", "the", "cross", "-", "entropy", "for", "a", "batch", "of", "logits", "." ]
bethgelab/foolbox
python
https://github.com/bethgelab/foolbox/blob/8ab54248c70e45d8580a7d9ee44c9c0fb5755c4a/foolbox/utils.py#L59-L86
[ "def", "batch_crossentropy", "(", "label", ",", "logits", ")", ":", "assert", "logits", ".", "ndim", "==", "2", "# for numerical reasons we subtract the max logit", "# (mathematically it doesn't matter!)", "# otherwise exp(logits) might become too large or too small", "logits", "...
8ab54248c70e45d8580a7d9ee44c9c0fb5755c4a
valid
binarize
Binarizes the values of x. Parameters ---------- values : tuple of two floats The lower and upper value to which the inputs are mapped. threshold : float The threshold; defaults to (values[0] + values[1]) / 2 if None. included_in : str Whether the threshold value itself belo...
foolbox/utils.py
def binarize(x, values, threshold=None, included_in='upper'): """Binarizes the values of x. Parameters ---------- values : tuple of two floats The lower and upper value to which the inputs are mapped. threshold : float The threshold; defaults to (values[0] + values[1]) / 2 if None. ...
def binarize(x, values, threshold=None, included_in='upper'): """Binarizes the values of x. Parameters ---------- values : tuple of two floats The lower and upper value to which the inputs are mapped. threshold : float The threshold; defaults to (values[0] + values[1]) / 2 if None. ...
[ "Binarizes", "the", "values", "of", "x", "." ]
bethgelab/foolbox
python
https://github.com/bethgelab/foolbox/blob/8ab54248c70e45d8580a7d9ee44c9c0fb5755c4a/foolbox/utils.py#L89-L117
[ "def", "binarize", "(", "x", ",", "values", ",", "threshold", "=", "None", ",", "included_in", "=", "'upper'", ")", ":", "lower", ",", "upper", "=", "values", "if", "threshold", "is", "None", ":", "threshold", "=", "(", "lower", "+", "upper", ")", "/...
8ab54248c70e45d8580a7d9ee44c9c0fb5755c4a
valid
imagenet_example
Returns an example image and its imagenet class label. Parameters ---------- shape : list of integers The shape of the returned image. data_format : str "channels_first" or "channels_last" Returns ------- image : array_like The example image. label : int ...
foolbox/utils.py
def imagenet_example(shape=(224, 224), data_format='channels_last'): """ Returns an example image and its imagenet class label. Parameters ---------- shape : list of integers The shape of the returned image. data_format : str "channels_first" or "channels_last" Returns ----...
def imagenet_example(shape=(224, 224), data_format='channels_last'): """ Returns an example image and its imagenet class label. Parameters ---------- shape : list of integers The shape of the returned image. data_format : str "channels_first" or "channels_last" Returns ----...
[ "Returns", "an", "example", "image", "and", "its", "imagenet", "class", "label", "." ]
bethgelab/foolbox
python
https://github.com/bethgelab/foolbox/blob/8ab54248c70e45d8580a7d9ee44c9c0fb5755c4a/foolbox/utils.py#L120-L152
[ "def", "imagenet_example", "(", "shape", "=", "(", "224", ",", "224", ")", ",", "data_format", "=", "'channels_last'", ")", ":", "assert", "len", "(", "shape", ")", "==", "2", "assert", "data_format", "in", "[", "'channels_first'", ",", "'channels_last'", ...
8ab54248c70e45d8580a7d9ee44c9c0fb5755c4a
valid
samples
Returns a batch of example images and the corresponding labels Parameters ---------- dataset : string The data set to load (options: imagenet, mnist, cifar10, cifar100, fashionMNIST) index : int For each data set 20 example images exist. The returned batch contains the i...
foolbox/utils.py
def samples(dataset='imagenet', index=0, batchsize=1, shape=(224, 224), data_format='channels_last'): ''' Returns a batch of example images and the corresponding labels Parameters ---------- dataset : string The data set to load (options: imagenet, mnist, cifar10, cifar100, ...
def samples(dataset='imagenet', index=0, batchsize=1, shape=(224, 224), data_format='channels_last'): ''' Returns a batch of example images and the corresponding labels Parameters ---------- dataset : string The data set to load (options: imagenet, mnist, cifar10, cifar100, ...
[ "Returns", "a", "batch", "of", "example", "images", "and", "the", "corresponding", "labels" ]
bethgelab/foolbox
python
https://github.com/bethgelab/foolbox/blob/8ab54248c70e45d8580a7d9ee44c9c0fb5755c4a/foolbox/utils.py#L155-L214
[ "def", "samples", "(", "dataset", "=", "'imagenet'", ",", "index", "=", "0", ",", "batchsize", "=", "1", ",", "shape", "=", "(", "224", ",", "224", ")", ",", "data_format", "=", "'channels_last'", ")", ":", "from", "PIL", "import", "Image", "images", ...
8ab54248c70e45d8580a7d9ee44c9c0fb5755c4a
valid
onehot_like
Creates an array like a, with all values set to 0 except one. Parameters ---------- a : array_like The returned one-hot array will have the same shape and dtype as this array index : int The index that should be set to `value` value : single value compatible with a.dtype...
foolbox/utils.py
def onehot_like(a, index, value=1): """Creates an array like a, with all values set to 0 except one. Parameters ---------- a : array_like The returned one-hot array will have the same shape and dtype as this array index : int The index that should be set to `value` v...
def onehot_like(a, index, value=1): """Creates an array like a, with all values set to 0 except one. Parameters ---------- a : array_like The returned one-hot array will have the same shape and dtype as this array index : int The index that should be set to `value` v...
[ "Creates", "an", "array", "like", "a", "with", "all", "values", "set", "to", "0", "except", "one", "." ]
bethgelab/foolbox
python
https://github.com/bethgelab/foolbox/blob/8ab54248c70e45d8580a7d9ee44c9c0fb5755c4a/foolbox/utils.py#L217-L241
[ "def", "onehot_like", "(", "a", ",", "index", ",", "value", "=", "1", ")", ":", "x", "=", "np", ".", "zeros_like", "(", "a", ")", "x", "[", "index", "]", "=", "value", "return", "x" ]
8ab54248c70e45d8580a7d9ee44c9c0fb5755c4a
valid
PrecomputedImagesAttack._get_output
Looks up the precomputed adversarial image for a given image.
foolbox/attacks/precomputed.py
def _get_output(self, a, image): """ Looks up the precomputed adversarial image for a given image. """ sd = np.square(self._input_images - image) mses = np.mean(sd, axis=tuple(range(1, sd.ndim))) index = np.argmin(mses) # if we run into numerical problems with this appr...
def _get_output(self, a, image): """ Looks up the precomputed adversarial image for a given image. """ sd = np.square(self._input_images - image) mses = np.mean(sd, axis=tuple(range(1, sd.ndim))) index = np.argmin(mses) # if we run into numerical problems with this appr...
[ "Looks", "up", "the", "precomputed", "adversarial", "image", "for", "a", "given", "image", "." ]
bethgelab/foolbox
python
https://github.com/bethgelab/foolbox/blob/8ab54248c70e45d8580a7d9ee44c9c0fb5755c4a/foolbox/attacks/precomputed.py#L30-L42
[ "def", "_get_output", "(", "self", ",", "a", ",", "image", ")", ":", "sd", "=", "np", ".", "square", "(", "self", ".", "_input_images", "-", "image", ")", "mses", "=", "np", ".", "mean", "(", "sd", ",", "axis", "=", "tuple", "(", "range", "(", ...
8ab54248c70e45d8580a7d9ee44c9c0fb5755c4a
valid
Model._process_gradient
backward: `callable` callable that backpropagates the gradient of the model w.r.t to preprocessed input through the preprocessing to get the gradient of the model's output w.r.t. the input before preprocessing dmdp: gradient of model w.r.t. preprocessed input
foolbox/models/base.py
def _process_gradient(self, backward, dmdp): """ backward: `callable` callable that backpropagates the gradient of the model w.r.t to preprocessed input through the preprocessing to get the gradient of the model's output w.r.t. the input before preprocessing d...
def _process_gradient(self, backward, dmdp): """ backward: `callable` callable that backpropagates the gradient of the model w.r.t to preprocessed input through the preprocessing to get the gradient of the model's output w.r.t. the input before preprocessing d...
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bethgelab/foolbox
python
https://github.com/bethgelab/foolbox/blob/8ab54248c70e45d8580a7d9ee44c9c0fb5755c4a/foolbox/models/base.py#L104-L117
[ "def", "_process_gradient", "(", "self", ",", "backward", ",", "dmdp", ")", ":", "if", "backward", "is", "None", ":", "# pragma: no cover", "raise", "ValueError", "(", "'Your preprocessing function does not provide'", "' an (approximate) gradient'", ")", "dmdx", "=", ...
8ab54248c70e45d8580a7d9ee44c9c0fb5755c4a
valid
Model.predictions
Convenience method that calculates predictions for a single image. Parameters ---------- image : `numpy.ndarray` Single input with shape as expected by the model (without the batch dimension). Returns ------- `numpy.ndarray` Vector of...
foolbox/models/base.py
def predictions(self, image): """Convenience method that calculates predictions for a single image. Parameters ---------- image : `numpy.ndarray` Single input with shape as expected by the model (without the batch dimension). Returns ------- ...
def predictions(self, image): """Convenience method that calculates predictions for a single image. Parameters ---------- image : `numpy.ndarray` Single input with shape as expected by the model (without the batch dimension). Returns ------- ...
[ "Convenience", "method", "that", "calculates", "predictions", "for", "a", "single", "image", "." ]
bethgelab/foolbox
python
https://github.com/bethgelab/foolbox/blob/8ab54248c70e45d8580a7d9ee44c9c0fb5755c4a/foolbox/models/base.py#L141-L161
[ "def", "predictions", "(", "self", ",", "image", ")", ":", "return", "np", ".", "squeeze", "(", "self", ".", "batch_predictions", "(", "image", "[", "np", ".", "newaxis", "]", ")", ",", "axis", "=", "0", ")" ]
8ab54248c70e45d8580a7d9ee44c9c0fb5755c4a
valid
DifferentiableModel.gradient
Calculates the gradient of the cross-entropy loss w.r.t. the image. The default implementation calls predictions_and_gradient. Subclasses can provide more efficient implementations that only calculate the gradient. Parameters ---------- image : `numpy.ndarray` ...
foolbox/models/base.py
def gradient(self, image, label): """Calculates the gradient of the cross-entropy loss w.r.t. the image. The default implementation calls predictions_and_gradient. Subclasses can provide more efficient implementations that only calculate the gradient. Parameters -------...
def gradient(self, image, label): """Calculates the gradient of the cross-entropy loss w.r.t. the image. The default implementation calls predictions_and_gradient. Subclasses can provide more efficient implementations that only calculate the gradient. Parameters -------...
[ "Calculates", "the", "gradient", "of", "the", "cross", "-", "entropy", "loss", "w", ".", "r", ".", "t", ".", "the", "image", "." ]
bethgelab/foolbox
python
https://github.com/bethgelab/foolbox/blob/8ab54248c70e45d8580a7d9ee44c9c0fb5755c4a/foolbox/models/base.py#L223-L250
[ "def", "gradient", "(", "self", ",", "image", ",", "label", ")", ":", "_", ",", "gradient", "=", "self", ".", "predictions_and_gradient", "(", "image", ",", "label", ")", "return", "gradient" ]
8ab54248c70e45d8580a7d9ee44c9c0fb5755c4a
valid
clone
Clone a remote git repository to a local path. :param git_uri: the URI to the git repository to be cloned :return: the generated local path where the repository has been cloned to
foolbox/zoo/git_cloner.py
def clone(git_uri): """ Clone a remote git repository to a local path. :param git_uri: the URI to the git repository to be cloned :return: the generated local path where the repository has been cloned to """ hash_digest = sha256_hash(git_uri) local_path = home_directory_path(FOLDER, hash_di...
def clone(git_uri): """ Clone a remote git repository to a local path. :param git_uri: the URI to the git repository to be cloned :return: the generated local path where the repository has been cloned to """ hash_digest = sha256_hash(git_uri) local_path = home_directory_path(FOLDER, hash_di...
[ "Clone", "a", "remote", "git", "repository", "to", "a", "local", "path", "." ]
bethgelab/foolbox
python
https://github.com/bethgelab/foolbox/blob/8ab54248c70e45d8580a7d9ee44c9c0fb5755c4a/foolbox/zoo/git_cloner.py#L12-L29
[ "def", "clone", "(", "git_uri", ")", ":", "hash_digest", "=", "sha256_hash", "(", "git_uri", ")", "local_path", "=", "home_directory_path", "(", "FOLDER", ",", "hash_digest", ")", "exists_locally", "=", "path_exists", "(", "local_path", ")", "if", "not", "exis...
8ab54248c70e45d8580a7d9ee44c9c0fb5755c4a
valid
run
:param command: :param parser: :param cl_args: :param unknown_args: :return:
heron/tools/cli/src/python/deactivate.py
def run(command, parser, cl_args, unknown_args): ''' :param command: :param parser: :param cl_args: :param unknown_args: :return: ''' Log.debug("Deactivate Args: %s", cl_args) return cli_helper.run(command, cl_args, "deactivate topology")
def run(command, parser, cl_args, unknown_args): ''' :param command: :param parser: :param cl_args: :param unknown_args: :return: ''' Log.debug("Deactivate Args: %s", cl_args) return cli_helper.run(command, cl_args, "deactivate topology")
[ ":", "param", "command", ":", ":", "param", "parser", ":", ":", "param", "cl_args", ":", ":", "param", "unknown_args", ":", ":", "return", ":" ]
apache/incubator-heron
python
https://github.com/apache/incubator-heron/blob/ad10325a0febe89ad337e561ebcbe37ec5d9a5ac/heron/tools/cli/src/python/deactivate.py#L34-L43
[ "def", "run", "(", "command", ",", "parser", ",", "cl_args", ",", "unknown_args", ")", ":", "Log", ".", "debug", "(", "\"Deactivate Args: %s\"", ",", "cl_args", ")", "return", "cli_helper", ".", "run", "(", "command", ",", "cl_args", ",", "\"deactivate topol...
ad10325a0febe89ad337e561ebcbe37ec5d9a5ac
valid
GatewayLooper.poll
Modified version of poll() from asyncore module
heron/instance/src/python/network/gateway_looper.py
def poll(self, timeout=0.0): """Modified version of poll() from asyncore module""" if self.sock_map is None: Log.warning("Socket map is not registered to Gateway Looper") readable_lst = [] writable_lst = [] error_lst = [] if self.sock_map is not None: for fd, obj in self.sock_map.it...
def poll(self, timeout=0.0): """Modified version of poll() from asyncore module""" if self.sock_map is None: Log.warning("Socket map is not registered to Gateway Looper") readable_lst = [] writable_lst = [] error_lst = [] if self.sock_map is not None: for fd, obj in self.sock_map.it...
[ "Modified", "version", "of", "poll", "()", "from", "asyncore", "module" ]
apache/incubator-heron
python
https://github.com/apache/incubator-heron/blob/ad10325a0febe89ad337e561ebcbe37ec5d9a5ac/heron/instance/src/python/network/gateway_looper.py#L77-L135
[ "def", "poll", "(", "self", ",", "timeout", "=", "0.0", ")", ":", "if", "self", ".", "sock_map", "is", "None", ":", "Log", ".", "warning", "(", "\"Socket map is not registered to Gateway Looper\"", ")", "readable_lst", "=", "[", "]", "writable_lst", "=", "["...
ad10325a0febe89ad337e561ebcbe37ec5d9a5ac
valid
configure
configure logging
heron/statemgrs/src/python/log.py
def configure(level, logfile=None): """ configure logging """ log_format = "%(asctime)s-%(levelname)s: %(message)s" date_format = '%a, %d %b %Y %H:%M:%S' logging.basicConfig(format=log_format, datefmt=date_format) Log.setLevel(level) if logfile is not None: fh = logging.FileHandler(logfile) fh.set...
def configure(level, logfile=None): """ configure logging """ log_format = "%(asctime)s-%(levelname)s: %(message)s" date_format = '%a, %d %b %Y %H:%M:%S' logging.basicConfig(format=log_format, datefmt=date_format) Log.setLevel(level) if logfile is not None: fh = logging.FileHandler(logfile) fh.set...
[ "configure", "logging" ]
apache/incubator-heron
python
https://github.com/apache/incubator-heron/blob/ad10325a0febe89ad337e561ebcbe37ec5d9a5ac/heron/statemgrs/src/python/log.py#L28-L39
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ad10325a0febe89ad337e561ebcbe37ec5d9a5ac
valid
BaseHandler.write_success_response
Result may be a python dictionary, array or a primitive type that can be converted to JSON for writing back the result.
heron/tools/tracker/src/python/handlers/basehandler.py
def write_success_response(self, result): """ Result may be a python dictionary, array or a primitive type that can be converted to JSON for writing back the result. """ response = self.make_success_response(result) now = time.time() spent = now - self.basehandler_starttime response[cons...
def write_success_response(self, result): """ Result may be a python dictionary, array or a primitive type that can be converted to JSON for writing back the result. """ response = self.make_success_response(result) now = time.time() spent = now - self.basehandler_starttime response[cons...
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apache/incubator-heron
python
https://github.com/apache/incubator-heron/blob/ad10325a0febe89ad337e561ebcbe37ec5d9a5ac/heron/tools/tracker/src/python/handlers/basehandler.py#L53-L62
[ "def", "write_success_response", "(", "self", ",", "result", ")", ":", "response", "=", "self", ".", "make_success_response", "(", "result", ")", "now", "=", "time", ".", "time", "(", ")", "spent", "=", "now", "-", "self", ".", "basehandler_starttime", "re...
ad10325a0febe89ad337e561ebcbe37ec5d9a5ac
valid
BaseHandler.write_error_response
Writes the message as part of the response and sets 404 status.
heron/tools/tracker/src/python/handlers/basehandler.py
def write_error_response(self, message): """ Writes the message as part of the response and sets 404 status. """ self.set_status(404) response = self.make_error_response(str(message)) now = time.time() spent = now - self.basehandler_starttime response[constants.RESPONSE_KEY_EXECUTION_TIM...
def write_error_response(self, message): """ Writes the message as part of the response and sets 404 status. """ self.set_status(404) response = self.make_error_response(str(message)) now = time.time() spent = now - self.basehandler_starttime response[constants.RESPONSE_KEY_EXECUTION_TIM...
[ "Writes", "the", "message", "as", "part", "of", "the", "response", "and", "sets", "404", "status", "." ]
apache/incubator-heron
python
https://github.com/apache/incubator-heron/blob/ad10325a0febe89ad337e561ebcbe37ec5d9a5ac/heron/tools/tracker/src/python/handlers/basehandler.py#L64-L73
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ad10325a0febe89ad337e561ebcbe37ec5d9a5ac
valid
BaseHandler.write_json_response
write back json response
heron/tools/tracker/src/python/handlers/basehandler.py
def write_json_response(self, response): """ write back json response """ self.write(tornado.escape.json_encode(response)) self.set_header("Content-Type", "application/json")
def write_json_response(self, response): """ write back json response """ self.write(tornado.escape.json_encode(response)) self.set_header("Content-Type", "application/json")
[ "write", "back", "json", "response" ]
apache/incubator-heron
python
https://github.com/apache/incubator-heron/blob/ad10325a0febe89ad337e561ebcbe37ec5d9a5ac/heron/tools/tracker/src/python/handlers/basehandler.py#L75-L78
[ "def", "write_json_response", "(", "self", ",", "response", ")", ":", "self", ".", "write", "(", "tornado", ".", "escape", ".", "json_encode", "(", "response", ")", ")", "self", ".", "set_header", "(", "\"Content-Type\"", ",", "\"application/json\"", ")" ]
ad10325a0febe89ad337e561ebcbe37ec5d9a5ac
valid
BaseHandler.make_response
Makes the base dict for the response. The status is the string value for the key "status" of the response. This should be "success" or "failure".
heron/tools/tracker/src/python/handlers/basehandler.py
def make_response(self, status): """ Makes the base dict for the response. The status is the string value for the key "status" of the response. This should be "success" or "failure". """ response = { constants.RESPONSE_KEY_STATUS: status, constants.RESPONSE_KEY_VERSION: const...
def make_response(self, status): """ Makes the base dict for the response. The status is the string value for the key "status" of the response. This should be "success" or "failure". """ response = { constants.RESPONSE_KEY_STATUS: status, constants.RESPONSE_KEY_VERSION: const...
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apache/incubator-heron
python
https://github.com/apache/incubator-heron/blob/ad10325a0febe89ad337e561ebcbe37ec5d9a5ac/heron/tools/tracker/src/python/handlers/basehandler.py#L81-L94
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ad10325a0febe89ad337e561ebcbe37ec5d9a5ac
valid
BaseHandler.make_success_response
Makes the python dict corresponding to the JSON that needs to be sent for a successful response. Result is the actual payload that gets sent.
heron/tools/tracker/src/python/handlers/basehandler.py
def make_success_response(self, result): """ Makes the python dict corresponding to the JSON that needs to be sent for a successful response. Result is the actual payload that gets sent. """ response = self.make_response(constants.RESPONSE_STATUS_SUCCESS) response[constants.RESPONSE_KEY_...
def make_success_response(self, result): """ Makes the python dict corresponding to the JSON that needs to be sent for a successful response. Result is the actual payload that gets sent. """ response = self.make_response(constants.RESPONSE_STATUS_SUCCESS) response[constants.RESPONSE_KEY_...
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apache/incubator-heron
python
https://github.com/apache/incubator-heron/blob/ad10325a0febe89ad337e561ebcbe37ec5d9a5ac/heron/tools/tracker/src/python/handlers/basehandler.py#L96-L105
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ad10325a0febe89ad337e561ebcbe37ec5d9a5ac
valid
BaseHandler.make_error_response
Makes the python dict corresponding to the JSON that needs to be sent for a failed response. Message is the message that is sent as the reason for failure.
heron/tools/tracker/src/python/handlers/basehandler.py
def make_error_response(self, message): """ Makes the python dict corresponding to the JSON that needs to be sent for a failed response. Message is the message that is sent as the reason for failure. """ response = self.make_response(constants.RESPONSE_STATUS_FAILURE) response[constants....
def make_error_response(self, message): """ Makes the python dict corresponding to the JSON that needs to be sent for a failed response. Message is the message that is sent as the reason for failure. """ response = self.make_response(constants.RESPONSE_STATUS_FAILURE) response[constants....
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apache/incubator-heron
python
https://github.com/apache/incubator-heron/blob/ad10325a0febe89ad337e561ebcbe37ec5d9a5ac/heron/tools/tracker/src/python/handlers/basehandler.py#L107-L116
[ "def", "make_error_response", "(", "self", ",", "message", ")", ":", "response", "=", "self", ".", "make_response", "(", "constants", ".", "RESPONSE_STATUS_FAILURE", ")", "response", "[", "constants", ".", "RESPONSE_KEY_MESSAGE", "]", "=", "message", "return", "...
ad10325a0febe89ad337e561ebcbe37ec5d9a5ac
valid
BaseHandler.get_argument_cluster
Helper function to get request argument. Raises exception if argument is missing. Returns the cluster argument.
heron/tools/tracker/src/python/handlers/basehandler.py
def get_argument_cluster(self): """ Helper function to get request argument. Raises exception if argument is missing. Returns the cluster argument. """ try: return self.get_argument(constants.PARAM_CLUSTER) except tornado.web.MissingArgumentError as e: raise Exception(e.log_messa...
def get_argument_cluster(self): """ Helper function to get request argument. Raises exception if argument is missing. Returns the cluster argument. """ try: return self.get_argument(constants.PARAM_CLUSTER) except tornado.web.MissingArgumentError as e: raise Exception(e.log_messa...
[ "Helper", "function", "to", "get", "request", "argument", ".", "Raises", "exception", "if", "argument", "is", "missing", ".", "Returns", "the", "cluster", "argument", "." ]
apache/incubator-heron
python
https://github.com/apache/incubator-heron/blob/ad10325a0febe89ad337e561ebcbe37ec5d9a5ac/heron/tools/tracker/src/python/handlers/basehandler.py#L118-L127
[ "def", "get_argument_cluster", "(", "self", ")", ":", "try", ":", "return", "self", ".", "get_argument", "(", "constants", ".", "PARAM_CLUSTER", ")", "except", "tornado", ".", "web", ".", "MissingArgumentError", "as", "e", ":", "raise", "Exception", "(", "e"...
ad10325a0febe89ad337e561ebcbe37ec5d9a5ac
valid
BaseHandler.get_argument_role
Helper function to get request argument. Raises exception if argument is missing. Returns the role argument.
heron/tools/tracker/src/python/handlers/basehandler.py
def get_argument_role(self): """ Helper function to get request argument. Raises exception if argument is missing. Returns the role argument. """ try: return self.get_argument(constants.PARAM_ROLE, default=None) except tornado.web.MissingArgumentError as e: raise Exception(e.log_...
def get_argument_role(self): """ Helper function to get request argument. Raises exception if argument is missing. Returns the role argument. """ try: return self.get_argument(constants.PARAM_ROLE, default=None) except tornado.web.MissingArgumentError as e: raise Exception(e.log_...
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apache/incubator-heron
python
https://github.com/apache/incubator-heron/blob/ad10325a0febe89ad337e561ebcbe37ec5d9a5ac/heron/tools/tracker/src/python/handlers/basehandler.py#L129-L138
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ad10325a0febe89ad337e561ebcbe37ec5d9a5ac
valid
BaseHandler.get_argument_environ
Helper function to get request argument. Raises exception if argument is missing. Returns the environ argument.
heron/tools/tracker/src/python/handlers/basehandler.py
def get_argument_environ(self): """ Helper function to get request argument. Raises exception if argument is missing. Returns the environ argument. """ try: return self.get_argument(constants.PARAM_ENVIRON) except tornado.web.MissingArgumentError as e: raise Exception(e.log_messa...
def get_argument_environ(self): """ Helper function to get request argument. Raises exception if argument is missing. Returns the environ argument. """ try: return self.get_argument(constants.PARAM_ENVIRON) except tornado.web.MissingArgumentError as e: raise Exception(e.log_messa...
[ "Helper", "function", "to", "get", "request", "argument", ".", "Raises", "exception", "if", "argument", "is", "missing", ".", "Returns", "the", "environ", "argument", "." ]
apache/incubator-heron
python
https://github.com/apache/incubator-heron/blob/ad10325a0febe89ad337e561ebcbe37ec5d9a5ac/heron/tools/tracker/src/python/handlers/basehandler.py#L141-L150
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ad10325a0febe89ad337e561ebcbe37ec5d9a5ac
valid
BaseHandler.get_argument_topology
Helper function to get topology argument. Raises exception if argument is missing. Returns the topology argument.
heron/tools/tracker/src/python/handlers/basehandler.py
def get_argument_topology(self): """ Helper function to get topology argument. Raises exception if argument is missing. Returns the topology argument. """ try: topology = self.get_argument(constants.PARAM_TOPOLOGY) return topology except tornado.web.MissingArgumentError as e: ...
def get_argument_topology(self): """ Helper function to get topology argument. Raises exception if argument is missing. Returns the topology argument. """ try: topology = self.get_argument(constants.PARAM_TOPOLOGY) return topology except tornado.web.MissingArgumentError as e: ...
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apache/incubator-heron
python
https://github.com/apache/incubator-heron/blob/ad10325a0febe89ad337e561ebcbe37ec5d9a5ac/heron/tools/tracker/src/python/handlers/basehandler.py#L152-L162
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ad10325a0febe89ad337e561ebcbe37ec5d9a5ac
valid
BaseHandler.get_argument_component
Helper function to get component argument. Raises exception if argument is missing. Returns the component argument.
heron/tools/tracker/src/python/handlers/basehandler.py
def get_argument_component(self): """ Helper function to get component argument. Raises exception if argument is missing. Returns the component argument. """ try: component = self.get_argument(constants.PARAM_COMPONENT) return component except tornado.web.MissingArgumentError as ...
def get_argument_component(self): """ Helper function to get component argument. Raises exception if argument is missing. Returns the component argument. """ try: component = self.get_argument(constants.PARAM_COMPONENT) return component except tornado.web.MissingArgumentError as ...
[ "Helper", "function", "to", "get", "component", "argument", ".", "Raises", "exception", "if", "argument", "is", "missing", ".", "Returns", "the", "component", "argument", "." ]
apache/incubator-heron
python
https://github.com/apache/incubator-heron/blob/ad10325a0febe89ad337e561ebcbe37ec5d9a5ac/heron/tools/tracker/src/python/handlers/basehandler.py#L164-L174
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ad10325a0febe89ad337e561ebcbe37ec5d9a5ac
valid
BaseHandler.get_argument_instance
Helper function to get instance argument. Raises exception if argument is missing. Returns the instance argument.
heron/tools/tracker/src/python/handlers/basehandler.py
def get_argument_instance(self): """ Helper function to get instance argument. Raises exception if argument is missing. Returns the instance argument. """ try: instance = self.get_argument(constants.PARAM_INSTANCE) return instance except tornado.web.MissingArgumentError as e: ...
def get_argument_instance(self): """ Helper function to get instance argument. Raises exception if argument is missing. Returns the instance argument. """ try: instance = self.get_argument(constants.PARAM_INSTANCE) return instance except tornado.web.MissingArgumentError as e: ...
[ "Helper", "function", "to", "get", "instance", "argument", ".", "Raises", "exception", "if", "argument", "is", "missing", ".", "Returns", "the", "instance", "argument", "." ]
apache/incubator-heron
python
https://github.com/apache/incubator-heron/blob/ad10325a0febe89ad337e561ebcbe37ec5d9a5ac/heron/tools/tracker/src/python/handlers/basehandler.py#L176-L186
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ad10325a0febe89ad337e561ebcbe37ec5d9a5ac
valid
BaseHandler.get_argument_starttime
Helper function to get starttime argument. Raises exception if argument is missing. Returns the starttime argument.
heron/tools/tracker/src/python/handlers/basehandler.py
def get_argument_starttime(self): """ Helper function to get starttime argument. Raises exception if argument is missing. Returns the starttime argument. """ try: starttime = self.get_argument(constants.PARAM_STARTTIME) return starttime except tornado.web.MissingArgumentError as ...
def get_argument_starttime(self): """ Helper function to get starttime argument. Raises exception if argument is missing. Returns the starttime argument. """ try: starttime = self.get_argument(constants.PARAM_STARTTIME) return starttime except tornado.web.MissingArgumentError as ...
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apache/incubator-heron
python
https://github.com/apache/incubator-heron/blob/ad10325a0febe89ad337e561ebcbe37ec5d9a5ac/heron/tools/tracker/src/python/handlers/basehandler.py#L188-L198
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ad10325a0febe89ad337e561ebcbe37ec5d9a5ac
valid
BaseHandler.get_argument_endtime
Helper function to get endtime argument. Raises exception if argument is missing. Returns the endtime argument.
heron/tools/tracker/src/python/handlers/basehandler.py
def get_argument_endtime(self): """ Helper function to get endtime argument. Raises exception if argument is missing. Returns the endtime argument. """ try: endtime = self.get_argument(constants.PARAM_ENDTIME) return endtime except tornado.web.MissingArgumentError as e: rai...
def get_argument_endtime(self): """ Helper function to get endtime argument. Raises exception if argument is missing. Returns the endtime argument. """ try: endtime = self.get_argument(constants.PARAM_ENDTIME) return endtime except tornado.web.MissingArgumentError as e: rai...
[ "Helper", "function", "to", "get", "endtime", "argument", ".", "Raises", "exception", "if", "argument", "is", "missing", ".", "Returns", "the", "endtime", "argument", "." ]
apache/incubator-heron
python
https://github.com/apache/incubator-heron/blob/ad10325a0febe89ad337e561ebcbe37ec5d9a5ac/heron/tools/tracker/src/python/handlers/basehandler.py#L200-L210
[ "def", "get_argument_endtime", "(", "self", ")", ":", "try", ":", "endtime", "=", "self", ".", "get_argument", "(", "constants", ".", "PARAM_ENDTIME", ")", "return", "endtime", "except", "tornado", ".", "web", ".", "MissingArgumentError", "as", "e", ":", "ra...
ad10325a0febe89ad337e561ebcbe37ec5d9a5ac
valid
BaseHandler.get_argument_query
Helper function to get query argument. Raises exception if argument is missing. Returns the query argument.
heron/tools/tracker/src/python/handlers/basehandler.py
def get_argument_query(self): """ Helper function to get query argument. Raises exception if argument is missing. Returns the query argument. """ try: query = self.get_argument(constants.PARAM_QUERY) return query except tornado.web.MissingArgumentError as e: raise Exception...
def get_argument_query(self): """ Helper function to get query argument. Raises exception if argument is missing. Returns the query argument. """ try: query = self.get_argument(constants.PARAM_QUERY) return query except tornado.web.MissingArgumentError as e: raise Exception...
[ "Helper", "function", "to", "get", "query", "argument", ".", "Raises", "exception", "if", "argument", "is", "missing", ".", "Returns", "the", "query", "argument", "." ]
apache/incubator-heron
python
https://github.com/apache/incubator-heron/blob/ad10325a0febe89ad337e561ebcbe37ec5d9a5ac/heron/tools/tracker/src/python/handlers/basehandler.py#L212-L222
[ "def", "get_argument_query", "(", "self", ")", ":", "try", ":", "query", "=", "self", ".", "get_argument", "(", "constants", ".", "PARAM_QUERY", ")", "return", "query", "except", "tornado", ".", "web", ".", "MissingArgumentError", "as", "e", ":", "raise", ...
ad10325a0febe89ad337e561ebcbe37ec5d9a5ac
valid
BaseHandler.get_argument_offset
Helper function to get offset argument. Raises exception if argument is missing. Returns the offset argument.
heron/tools/tracker/src/python/handlers/basehandler.py
def get_argument_offset(self): """ Helper function to get offset argument. Raises exception if argument is missing. Returns the offset argument. """ try: offset = self.get_argument(constants.PARAM_OFFSET) return offset except tornado.web.MissingArgumentError as e: raise Exc...
def get_argument_offset(self): """ Helper function to get offset argument. Raises exception if argument is missing. Returns the offset argument. """ try: offset = self.get_argument(constants.PARAM_OFFSET) return offset except tornado.web.MissingArgumentError as e: raise Exc...
[ "Helper", "function", "to", "get", "offset", "argument", ".", "Raises", "exception", "if", "argument", "is", "missing", ".", "Returns", "the", "offset", "argument", "." ]
apache/incubator-heron
python
https://github.com/apache/incubator-heron/blob/ad10325a0febe89ad337e561ebcbe37ec5d9a5ac/heron/tools/tracker/src/python/handlers/basehandler.py#L224-L234
[ "def", "get_argument_offset", "(", "self", ")", ":", "try", ":", "offset", "=", "self", ".", "get_argument", "(", "constants", ".", "PARAM_OFFSET", ")", "return", "offset", "except", "tornado", ".", "web", ".", "MissingArgumentError", "as", "e", ":", "raise"...
ad10325a0febe89ad337e561ebcbe37ec5d9a5ac
valid
BaseHandler.get_argument_length
Helper function to get length argument. Raises exception if argument is missing. Returns the length argument.
heron/tools/tracker/src/python/handlers/basehandler.py
def get_argument_length(self): """ Helper function to get length argument. Raises exception if argument is missing. Returns the length argument. """ try: length = self.get_argument(constants.PARAM_LENGTH) return length except tornado.web.MissingArgumentError as e: raise Exc...
def get_argument_length(self): """ Helper function to get length argument. Raises exception if argument is missing. Returns the length argument. """ try: length = self.get_argument(constants.PARAM_LENGTH) return length except tornado.web.MissingArgumentError as e: raise Exc...
[ "Helper", "function", "to", "get", "length", "argument", ".", "Raises", "exception", "if", "argument", "is", "missing", ".", "Returns", "the", "length", "argument", "." ]
apache/incubator-heron
python
https://github.com/apache/incubator-heron/blob/ad10325a0febe89ad337e561ebcbe37ec5d9a5ac/heron/tools/tracker/src/python/handlers/basehandler.py#L236-L246
[ "def", "get_argument_length", "(", "self", ")", ":", "try", ":", "length", "=", "self", ".", "get_argument", "(", "constants", ".", "PARAM_LENGTH", ")", "return", "length", "except", "tornado", ".", "web", ".", "MissingArgumentError", "as", "e", ":", "raise"...
ad10325a0febe89ad337e561ebcbe37ec5d9a5ac
valid
BaseHandler.get_required_arguments_metricnames
Helper function to get metricname arguments. Notice that it is get_argument"s" variation, which means that this can be repeated. Raises exception if argument is missing. Returns a list of metricname arguments
heron/tools/tracker/src/python/handlers/basehandler.py
def get_required_arguments_metricnames(self): """ Helper function to get metricname arguments. Notice that it is get_argument"s" variation, which means that this can be repeated. Raises exception if argument is missing. Returns a list of metricname arguments """ try: metricnames = self...
def get_required_arguments_metricnames(self): """ Helper function to get metricname arguments. Notice that it is get_argument"s" variation, which means that this can be repeated. Raises exception if argument is missing. Returns a list of metricname arguments """ try: metricnames = self...
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apache/incubator-heron
python
https://github.com/apache/incubator-heron/blob/ad10325a0febe89ad337e561ebcbe37ec5d9a5ac/heron/tools/tracker/src/python/handlers/basehandler.py#L248-L261
[ "def", "get_required_arguments_metricnames", "(", "self", ")", ":", "try", ":", "metricnames", "=", "self", ".", "get_arguments", "(", "constants", ".", "PARAM_METRICNAME", ")", "if", "not", "metricnames", ":", "raise", "tornado", ".", "web", ".", "MissingArgume...
ad10325a0febe89ad337e561ebcbe37ec5d9a5ac
valid
BaseHandler.validateInterval
Helper function to validate interval. An interval is valid if starttime and endtime are integrals, and starttime is less than the endtime. Raises exception if interval is not valid.
heron/tools/tracker/src/python/handlers/basehandler.py
def validateInterval(self, startTime, endTime): """ Helper function to validate interval. An interval is valid if starttime and endtime are integrals, and starttime is less than the endtime. Raises exception if interval is not valid. """ start = int(startTime) end = int(endTime) if s...
def validateInterval(self, startTime, endTime): """ Helper function to validate interval. An interval is valid if starttime and endtime are integrals, and starttime is less than the endtime. Raises exception if interval is not valid. """ start = int(startTime) end = int(endTime) if s...
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apache/incubator-heron
python
https://github.com/apache/incubator-heron/blob/ad10325a0febe89ad337e561ebcbe37ec5d9a5ac/heron/tools/tracker/src/python/handlers/basehandler.py#L263-L273
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ad10325a0febe89ad337e561ebcbe37ec5d9a5ac
valid
HeronClient.start_connect
Tries to connect to the Heron Server ``loop()`` method needs to be called after this.
heron/instance/src/python/network/heron_client.py
def start_connect(self): """Tries to connect to the Heron Server ``loop()`` method needs to be called after this. """ Log.debug("In start_connect() of %s" % self._get_classname()) # TODO: specify buffer size, exception handling self.create_socket(socket.AF_INET, socket.SOCK_STREAM) # when ...
def start_connect(self): """Tries to connect to the Heron Server ``loop()`` method needs to be called after this. """ Log.debug("In start_connect() of %s" % self._get_classname()) # TODO: specify buffer size, exception handling self.create_socket(socket.AF_INET, socket.SOCK_STREAM) # when ...
[ "Tries", "to", "connect", "to", "the", "Heron", "Server" ]
apache/incubator-heron
python
https://github.com/apache/incubator-heron/blob/ad10325a0febe89ad337e561ebcbe37ec5d9a5ac/heron/instance/src/python/network/heron_client.py#L186-L197
[ "def", "start_connect", "(", "self", ")", ":", "Log", ".", "debug", "(", "\"In start_connect() of %s\"", "%", "self", ".", "_get_classname", "(", ")", ")", "# TODO: specify buffer size, exception handling", "self", ".", "create_socket", "(", "socket", ".", "AF_INET"...
ad10325a0febe89ad337e561ebcbe37ec5d9a5ac
valid
HeronClient.register_on_message
Registers protobuf message builders that this client wants to receive :param msg_builder: callable to create a protobuf message that this client wants to receive
heron/instance/src/python/network/heron_client.py
def register_on_message(self, msg_builder): """Registers protobuf message builders that this client wants to receive :param msg_builder: callable to create a protobuf message that this client wants to receive """ message = msg_builder() Log.debug("In register_on_message(): %s" % message.DESCRIPTOR....
def register_on_message(self, msg_builder): """Registers protobuf message builders that this client wants to receive :param msg_builder: callable to create a protobuf message that this client wants to receive """ message = msg_builder() Log.debug("In register_on_message(): %s" % message.DESCRIPTOR....
[ "Registers", "protobuf", "message", "builders", "that", "this", "client", "wants", "to", "receive" ]
apache/incubator-heron
python
https://github.com/apache/incubator-heron/blob/ad10325a0febe89ad337e561ebcbe37ec5d9a5ac/heron/instance/src/python/network/heron_client.py#L204-L211
[ "def", "register_on_message", "(", "self", ",", "msg_builder", ")", ":", "message", "=", "msg_builder", "(", ")", "Log", ".", "debug", "(", "\"In register_on_message(): %s\"", "%", "message", ".", "DESCRIPTOR", ".", "full_name", ")", "self", ".", "registered_mes...
ad10325a0febe89ad337e561ebcbe37ec5d9a5ac
valid
HeronClient.send_request
Sends a request message (REQID is non-zero)
heron/instance/src/python/network/heron_client.py
def send_request(self, request, context, response_type, timeout_sec): """Sends a request message (REQID is non-zero)""" # generates a unique request id reqid = REQID.generate() Log.debug("%s: In send_request() with REQID: %s" % (self._get_classname(), str(reqid))) # register response message type ...
def send_request(self, request, context, response_type, timeout_sec): """Sends a request message (REQID is non-zero)""" # generates a unique request id reqid = REQID.generate() Log.debug("%s: In send_request() with REQID: %s" % (self._get_classname(), str(reqid))) # register response message type ...
[ "Sends", "a", "request", "message", "(", "REQID", "is", "non", "-", "zero", ")" ]
apache/incubator-heron
python
https://github.com/apache/incubator-heron/blob/ad10325a0febe89ad337e561ebcbe37ec5d9a5ac/heron/instance/src/python/network/heron_client.py#L213-L229
[ "def", "send_request", "(", "self", ",", "request", ",", "context", ",", "response_type", ",", "timeout_sec", ")", ":", "# generates a unique request id", "reqid", "=", "REQID", ".", "generate", "(", ")", "Log", ".", "debug", "(", "\"%s: In send_request() with REQ...
ad10325a0febe89ad337e561ebcbe37ec5d9a5ac
valid
HeronClient.send_message
Sends a message (REQID is zero)
heron/instance/src/python/network/heron_client.py
def send_message(self, message): """Sends a message (REQID is zero)""" Log.debug("In send_message() of %s" % self._get_classname()) outgoing_pkt = OutgoingPacket.create_packet(REQID.generate_zero(), message) self._send_packet(outgoing_pkt)
def send_message(self, message): """Sends a message (REQID is zero)""" Log.debug("In send_message() of %s" % self._get_classname()) outgoing_pkt = OutgoingPacket.create_packet(REQID.generate_zero(), message) self._send_packet(outgoing_pkt)
[ "Sends", "a", "message", "(", "REQID", "is", "zero", ")" ]
apache/incubator-heron
python
https://github.com/apache/incubator-heron/blob/ad10325a0febe89ad337e561ebcbe37ec5d9a5ac/heron/instance/src/python/network/heron_client.py#L231-L235
[ "def", "send_message", "(", "self", ",", "message", ")", ":", "Log", ".", "debug", "(", "\"In send_message() of %s\"", "%", "self", ".", "_get_classname", "(", ")", ")", "outgoing_pkt", "=", "OutgoingPacket", ".", "create_packet", "(", "REQID", ".", "generate_...
ad10325a0febe89ad337e561ebcbe37ec5d9a5ac
valid
HeronClient.handle_timeout
Handles timeout
heron/instance/src/python/network/heron_client.py
def handle_timeout(self, reqid): """Handles timeout""" if reqid in self.context_map: context = self.context_map.pop(reqid) self.response_message_map.pop(reqid) self.on_response(StatusCode.TIMEOUT_ERROR, context, None)
def handle_timeout(self, reqid): """Handles timeout""" if reqid in self.context_map: context = self.context_map.pop(reqid) self.response_message_map.pop(reqid) self.on_response(StatusCode.TIMEOUT_ERROR, context, None)
[ "Handles", "timeout" ]
apache/incubator-heron
python
https://github.com/apache/incubator-heron/blob/ad10325a0febe89ad337e561ebcbe37ec5d9a5ac/heron/instance/src/python/network/heron_client.py#L237-L242
[ "def", "handle_timeout", "(", "self", ",", "reqid", ")", ":", "if", "reqid", "in", "self", ".", "context_map", ":", "context", "=", "self", ".", "context_map", ".", "pop", "(", "reqid", ")", "self", ".", "response_message_map", ".", "pop", "(", "reqid", ...
ad10325a0febe89ad337e561ebcbe37ec5d9a5ac
valid
create_tar
Create a tar file with a given set of files
heron/tools/common/src/python/utils/config.py
def create_tar(tar_filename, files, config_dir, config_files): ''' Create a tar file with a given set of files ''' with contextlib.closing(tarfile.open(tar_filename, 'w:gz', dereference=True)) as tar: for filename in files: if os.path.isfile(filename): tar.add(filename, arcname=os.path.basenam...
def create_tar(tar_filename, files, config_dir, config_files): ''' Create a tar file with a given set of files ''' with contextlib.closing(tarfile.open(tar_filename, 'w:gz', dereference=True)) as tar: for filename in files: if os.path.isfile(filename): tar.add(filename, arcname=os.path.basenam...
[ "Create", "a", "tar", "file", "with", "a", "given", "set", "of", "files" ]
apache/incubator-heron
python
https://github.com/apache/incubator-heron/blob/ad10325a0febe89ad337e561ebcbe37ec5d9a5ac/heron/tools/common/src/python/utils/config.py#L68-L89
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ad10325a0febe89ad337e561ebcbe37ec5d9a5ac
valid
get_subparser
Retrieve the given subparser from parser
heron/tools/common/src/python/utils/config.py
def get_subparser(parser, command): ''' Retrieve the given subparser from parser ''' # pylint: disable=protected-access subparsers_actions = [action for action in parser._actions if isinstance(action, argparse._SubParsersAction)] # there will probably only be one subparser_action, ...
def get_subparser(parser, command): ''' Retrieve the given subparser from parser ''' # pylint: disable=protected-access subparsers_actions = [action for action in parser._actions if isinstance(action, argparse._SubParsersAction)] # there will probably only be one subparser_action, ...
[ "Retrieve", "the", "given", "subparser", "from", "parser" ]
apache/incubator-heron
python
https://github.com/apache/incubator-heron/blob/ad10325a0febe89ad337e561ebcbe37ec5d9a5ac/heron/tools/common/src/python/utils/config.py#L92-L107
[ "def", "get_subparser", "(", "parser", ",", "command", ")", ":", "# pylint: disable=protected-access", "subparsers_actions", "=", "[", "action", "for", "action", "in", "parser", ".", "_actions", "if", "isinstance", "(", "action", ",", "argparse", ".", "_SubParsers...
ad10325a0febe89ad337e561ebcbe37ec5d9a5ac
valid
get_heron_dir
This will extract heron directory from .pex file. For example, when __file__ is '/Users/heron-user/bin/heron/heron/tools/common/src/python/utils/config.pyc', and its real path is '/Users/heron-user/.heron/bin/heron/tools/common/src/python/utils/config.pyc', the internal variable ``path`` would be '/Users/heron...
heron/tools/common/src/python/utils/config.py
def get_heron_dir(): """ This will extract heron directory from .pex file. For example, when __file__ is '/Users/heron-user/bin/heron/heron/tools/common/src/python/utils/config.pyc', and its real path is '/Users/heron-user/.heron/bin/heron/tools/common/src/python/utils/config.pyc', the internal variable ``...
def get_heron_dir(): """ This will extract heron directory from .pex file. For example, when __file__ is '/Users/heron-user/bin/heron/heron/tools/common/src/python/utils/config.pyc', and its real path is '/Users/heron-user/.heron/bin/heron/tools/common/src/python/utils/config.pyc', the internal variable ``...
[ "This", "will", "extract", "heron", "directory", "from", ".", "pex", "file", "." ]
apache/incubator-heron
python
https://github.com/apache/incubator-heron/blob/ad10325a0febe89ad337e561ebcbe37ec5d9a5ac/heron/tools/common/src/python/utils/config.py#L145-L160
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ad10325a0febe89ad337e561ebcbe37ec5d9a5ac
valid
get_heron_libs
Get all the heron lib jars with the absolute paths
heron/tools/common/src/python/utils/config.py
def get_heron_libs(local_jars): """Get all the heron lib jars with the absolute paths""" heron_lib_dir = get_heron_lib_dir() heron_libs = [os.path.join(heron_lib_dir, f) for f in local_jars] return heron_libs
def get_heron_libs(local_jars): """Get all the heron lib jars with the absolute paths""" heron_lib_dir = get_heron_lib_dir() heron_libs = [os.path.join(heron_lib_dir, f) for f in local_jars] return heron_libs
[ "Get", "all", "the", "heron", "lib", "jars", "with", "the", "absolute", "paths" ]
apache/incubator-heron
python
https://github.com/apache/incubator-heron/blob/ad10325a0febe89ad337e561ebcbe37ec5d9a5ac/heron/tools/common/src/python/utils/config.py#L246-L250
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ad10325a0febe89ad337e561ebcbe37ec5d9a5ac
valid
parse_cluster_role_env
Parse cluster/[role]/[environ], supply default, if not provided, not required
heron/tools/common/src/python/utils/config.py
def parse_cluster_role_env(cluster_role_env, config_path): """Parse cluster/[role]/[environ], supply default, if not provided, not required""" parts = cluster_role_env.split('/')[:3] if not os.path.isdir(config_path): Log.error("Config path cluster directory does not exist: %s" % config_path) raise Except...
def parse_cluster_role_env(cluster_role_env, config_path): """Parse cluster/[role]/[environ], supply default, if not provided, not required""" parts = cluster_role_env.split('/')[:3] if not os.path.isdir(config_path): Log.error("Config path cluster directory does not exist: %s" % config_path) raise Except...
[ "Parse", "cluster", "/", "[", "role", "]", "/", "[", "environ", "]", "supply", "default", "if", "not", "provided", "not", "required" ]
apache/incubator-heron
python
https://github.com/apache/incubator-heron/blob/ad10325a0febe89ad337e561ebcbe37ec5d9a5ac/heron/tools/common/src/python/utils/config.py#L259-L308
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ad10325a0febe89ad337e561ebcbe37ec5d9a5ac
valid
get_cluster_role_env
Parse cluster/[role]/[environ], supply empty string, if not provided
heron/tools/common/src/python/utils/config.py
def get_cluster_role_env(cluster_role_env): """Parse cluster/[role]/[environ], supply empty string, if not provided""" parts = cluster_role_env.split('/')[:3] if len(parts) == 3: return (parts[0], parts[1], parts[2]) if len(parts) == 2: return (parts[0], parts[1], "") if len(parts) == 1: return ...
def get_cluster_role_env(cluster_role_env): """Parse cluster/[role]/[environ], supply empty string, if not provided""" parts = cluster_role_env.split('/')[:3] if len(parts) == 3: return (parts[0], parts[1], parts[2]) if len(parts) == 2: return (parts[0], parts[1], "") if len(parts) == 1: return ...
[ "Parse", "cluster", "/", "[", "role", "]", "/", "[", "environ", "]", "supply", "empty", "string", "if", "not", "provided" ]
apache/incubator-heron
python
https://github.com/apache/incubator-heron/blob/ad10325a0febe89ad337e561ebcbe37ec5d9a5ac/heron/tools/common/src/python/utils/config.py#L311-L323
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ad10325a0febe89ad337e561ebcbe37ec5d9a5ac
valid
direct_mode_cluster_role_env
Check cluster/[role]/[environ], if they are required
heron/tools/common/src/python/utils/config.py
def direct_mode_cluster_role_env(cluster_role_env, config_path): """Check cluster/[role]/[environ], if they are required""" # otherwise, get the client.yaml file cli_conf_file = os.path.join(config_path, CLIENT_YAML) # if client conf doesn't exist, use default value if not os.path.isfile(cli_conf_file): ...
def direct_mode_cluster_role_env(cluster_role_env, config_path): """Check cluster/[role]/[environ], if they are required""" # otherwise, get the client.yaml file cli_conf_file = os.path.join(config_path, CLIENT_YAML) # if client conf doesn't exist, use default value if not os.path.isfile(cli_conf_file): ...
[ "Check", "cluster", "/", "[", "role", "]", "/", "[", "environ", "]", "if", "they", "are", "required" ]
apache/incubator-heron
python
https://github.com/apache/incubator-heron/blob/ad10325a0febe89ad337e561ebcbe37ec5d9a5ac/heron/tools/common/src/python/utils/config.py#L326-L356
[ "def", "direct_mode_cluster_role_env", "(", "cluster_role_env", ",", "config_path", ")", ":", "# otherwise, get the client.yaml file", "cli_conf_file", "=", "os", ".", "path", ".", "join", "(", "config_path", ",", "CLIENT_YAML", ")", "# if client conf doesn't exist, use def...
ad10325a0febe89ad337e561ebcbe37ec5d9a5ac
valid
server_mode_cluster_role_env
Check cluster/[role]/[environ], if they are required
heron/tools/common/src/python/utils/config.py
def server_mode_cluster_role_env(cluster_role_env, config_map): """Check cluster/[role]/[environ], if they are required""" cmap = config_map[cluster_role_env[0]] # if role is required but not provided, raise exception role_present = True if len(cluster_role_env[1]) > 0 else False if ROLE_KEY in cmap and cma...
def server_mode_cluster_role_env(cluster_role_env, config_map): """Check cluster/[role]/[environ], if they are required""" cmap = config_map[cluster_role_env[0]] # if role is required but not provided, raise exception role_present = True if len(cluster_role_env[1]) > 0 else False if ROLE_KEY in cmap and cma...
[ "Check", "cluster", "/", "[", "role", "]", "/", "[", "environ", "]", "if", "they", "are", "required" ]
apache/incubator-heron
python
https://github.com/apache/incubator-heron/blob/ad10325a0febe89ad337e561ebcbe37ec5d9a5ac/heron/tools/common/src/python/utils/config.py#L359-L376
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ad10325a0febe89ad337e561ebcbe37ec5d9a5ac
valid
defaults_cluster_role_env
if role is not provided, supply userid if environ is not provided, supply 'default'
heron/tools/common/src/python/utils/config.py
def defaults_cluster_role_env(cluster_role_env): """ if role is not provided, supply userid if environ is not provided, supply 'default' """ if len(cluster_role_env[1]) == 0 and len(cluster_role_env[2]) == 0: return (cluster_role_env[0], getpass.getuser(), ENVIRON) return (cluster_role_env[0], cluster_...
def defaults_cluster_role_env(cluster_role_env): """ if role is not provided, supply userid if environ is not provided, supply 'default' """ if len(cluster_role_env[1]) == 0 and len(cluster_role_env[2]) == 0: return (cluster_role_env[0], getpass.getuser(), ENVIRON) return (cluster_role_env[0], cluster_...
[ "if", "role", "is", "not", "provided", "supply", "userid", "if", "environ", "is", "not", "provided", "supply", "default" ]
apache/incubator-heron
python
https://github.com/apache/incubator-heron/blob/ad10325a0febe89ad337e561ebcbe37ec5d9a5ac/heron/tools/common/src/python/utils/config.py#L379-L387
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ad10325a0febe89ad337e561ebcbe37ec5d9a5ac
valid
parse_override_config_and_write_file
Parse the command line for overriding the defaults and create an override file.
heron/tools/common/src/python/utils/config.py
def parse_override_config_and_write_file(namespace): """ Parse the command line for overriding the defaults and create an override file. """ overrides = parse_override_config(namespace) try: tmp_dir = tempfile.mkdtemp() override_config_file = os.path.join(tmp_dir, OVERRIDE_YAML) with open(overri...
def parse_override_config_and_write_file(namespace): """ Parse the command line for overriding the defaults and create an override file. """ overrides = parse_override_config(namespace) try: tmp_dir = tempfile.mkdtemp() override_config_file = os.path.join(tmp_dir, OVERRIDE_YAML) with open(overri...
[ "Parse", "the", "command", "line", "for", "overriding", "the", "defaults", "and", "create", "an", "override", "file", "." ]
apache/incubator-heron
python
https://github.com/apache/incubator-heron/blob/ad10325a0febe89ad337e561ebcbe37ec5d9a5ac/heron/tools/common/src/python/utils/config.py#L392-L406
[ "def", "parse_override_config_and_write_file", "(", "namespace", ")", ":", "overrides", "=", "parse_override_config", "(", "namespace", ")", "try", ":", "tmp_dir", "=", "tempfile", ".", "mkdtemp", "(", ")", "override_config_file", "=", "os", ".", "path", ".", "j...
ad10325a0febe89ad337e561ebcbe37ec5d9a5ac
valid
parse_override_config
Parse the command line for overriding the defaults
heron/tools/common/src/python/utils/config.py
def parse_override_config(namespace): """Parse the command line for overriding the defaults""" overrides = dict() for config in namespace: kv = config.split("=") if len(kv) != 2: raise Exception("Invalid config property format (%s) expected key=value" % config) if kv[1] in ['true', 'True', 'TRUE...
def parse_override_config(namespace): """Parse the command line for overriding the defaults""" overrides = dict() for config in namespace: kv = config.split("=") if len(kv) != 2: raise Exception("Invalid config property format (%s) expected key=value" % config) if kv[1] in ['true', 'True', 'TRUE...
[ "Parse", "the", "command", "line", "for", "overriding", "the", "defaults" ]
apache/incubator-heron
python
https://github.com/apache/incubator-heron/blob/ad10325a0febe89ad337e561ebcbe37ec5d9a5ac/heron/tools/common/src/python/utils/config.py#L409-L422
[ "def", "parse_override_config", "(", "namespace", ")", ":", "overrides", "=", "dict", "(", ")", "for", "config", "in", "namespace", ":", "kv", "=", "config", ".", "split", "(", "\"=\"", ")", "if", "len", "(", "kv", ")", "!=", "2", ":", "raise", "Exce...
ad10325a0febe89ad337e561ebcbe37ec5d9a5ac
valid
get_java_path
Get the path of java executable
heron/tools/common/src/python/utils/config.py
def get_java_path(): """Get the path of java executable""" java_home = os.environ.get("JAVA_HOME") return os.path.join(java_home, BIN_DIR, "java")
def get_java_path(): """Get the path of java executable""" java_home = os.environ.get("JAVA_HOME") return os.path.join(java_home, BIN_DIR, "java")
[ "Get", "the", "path", "of", "java", "executable" ]
apache/incubator-heron
python
https://github.com/apache/incubator-heron/blob/ad10325a0febe89ad337e561ebcbe37ec5d9a5ac/heron/tools/common/src/python/utils/config.py#L425-L428
[ "def", "get_java_path", "(", ")", ":", "java_home", "=", "os", ".", "environ", ".", "get", "(", "\"JAVA_HOME\"", ")", "return", "os", ".", "path", ".", "join", "(", "java_home", ",", "BIN_DIR", ",", "\"java\"", ")" ]
ad10325a0febe89ad337e561ebcbe37ec5d9a5ac
valid
check_java_home_set
Check if the java home set
heron/tools/common/src/python/utils/config.py
def check_java_home_set(): """Check if the java home set""" # check if environ variable is set if "JAVA_HOME" not in os.environ: Log.error("JAVA_HOME not set") return False # check if the value set is correct java_path = get_java_path() if os.path.isfile(java_path) and os.access(java_path, os.X_OK)...
def check_java_home_set(): """Check if the java home set""" # check if environ variable is set if "JAVA_HOME" not in os.environ: Log.error("JAVA_HOME not set") return False # check if the value set is correct java_path = get_java_path() if os.path.isfile(java_path) and os.access(java_path, os.X_OK)...
[ "Check", "if", "the", "java", "home", "set" ]
apache/incubator-heron
python
https://github.com/apache/incubator-heron/blob/ad10325a0febe89ad337e561ebcbe37ec5d9a5ac/heron/tools/common/src/python/utils/config.py#L431-L444
[ "def", "check_java_home_set", "(", ")", ":", "# check if environ variable is set", "if", "\"JAVA_HOME\"", "not", "in", "os", ".", "environ", ":", "Log", ".", "error", "(", "\"JAVA_HOME not set\"", ")", "return", "False", "# check if the value set is correct", "java_path...
ad10325a0febe89ad337e561ebcbe37ec5d9a5ac
valid
check_release_file_exists
Check if the release.yaml file exists
heron/tools/common/src/python/utils/config.py
def check_release_file_exists(): """Check if the release.yaml file exists""" release_file = get_heron_release_file() # if the file does not exist and is not a file if not os.path.isfile(release_file): Log.error("Required file not found: %s" % release_file) return False return True
def check_release_file_exists(): """Check if the release.yaml file exists""" release_file = get_heron_release_file() # if the file does not exist and is not a file if not os.path.isfile(release_file): Log.error("Required file not found: %s" % release_file) return False return True
[ "Check", "if", "the", "release", ".", "yaml", "file", "exists" ]
apache/incubator-heron
python
https://github.com/apache/incubator-heron/blob/ad10325a0febe89ad337e561ebcbe37ec5d9a5ac/heron/tools/common/src/python/utils/config.py#L447-L456
[ "def", "check_release_file_exists", "(", ")", ":", "release_file", "=", "get_heron_release_file", "(", ")", "# if the file does not exist and is not a file", "if", "not", "os", ".", "path", ".", "isfile", "(", "release_file", ")", ":", "Log", ".", "error", "(", "\...
ad10325a0febe89ad337e561ebcbe37ec5d9a5ac
valid
print_build_info
Print build_info from release.yaml :param zipped_pex: True if the PEX file is built with flag `zip_safe=False'.
heron/tools/common/src/python/utils/config.py
def print_build_info(zipped_pex=False): """Print build_info from release.yaml :param zipped_pex: True if the PEX file is built with flag `zip_safe=False'. """ if zipped_pex: release_file = get_zipped_heron_release_file() else: release_file = get_heron_release_file() with open(release_file) as rele...
def print_build_info(zipped_pex=False): """Print build_info from release.yaml :param zipped_pex: True if the PEX file is built with flag `zip_safe=False'. """ if zipped_pex: release_file = get_zipped_heron_release_file() else: release_file = get_heron_release_file() with open(release_file) as rele...
[ "Print", "build_info", "from", "release", ".", "yaml" ]
apache/incubator-heron
python
https://github.com/apache/incubator-heron/blob/ad10325a0febe89ad337e561ebcbe37ec5d9a5ac/heron/tools/common/src/python/utils/config.py#L458-L472
[ "def", "print_build_info", "(", "zipped_pex", "=", "False", ")", ":", "if", "zipped_pex", ":", "release_file", "=", "get_zipped_heron_release_file", "(", ")", "else", ":", "release_file", "=", "get_heron_release_file", "(", ")", "with", "open", "(", "release_file"...
ad10325a0febe89ad337e561ebcbe37ec5d9a5ac
valid
get_version_number
Print version from release.yaml :param zipped_pex: True if the PEX file is built with flag `zip_safe=False'.
heron/tools/common/src/python/utils/config.py
def get_version_number(zipped_pex=False): """Print version from release.yaml :param zipped_pex: True if the PEX file is built with flag `zip_safe=False'. """ if zipped_pex: release_file = get_zipped_heron_release_file() else: release_file = get_heron_release_file() with open(release_file) as releas...
def get_version_number(zipped_pex=False): """Print version from release.yaml :param zipped_pex: True if the PEX file is built with flag `zip_safe=False'. """ if zipped_pex: release_file = get_zipped_heron_release_file() else: release_file = get_heron_release_file() with open(release_file) as releas...
[ "Print", "version", "from", "release", ".", "yaml" ]
apache/incubator-heron
python
https://github.com/apache/incubator-heron/blob/ad10325a0febe89ad337e561ebcbe37ec5d9a5ac/heron/tools/common/src/python/utils/config.py#L474-L488
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ad10325a0febe89ad337e561ebcbe37ec5d9a5ac
valid
insert_bool
:param param: :param command_args: :return:
heron/tools/common/src/python/utils/config.py
def insert_bool(param, command_args): ''' :param param: :param command_args: :return: ''' index = 0 found = False for lelem in command_args: if lelem == '--' and not found: break if lelem == param: found = True break index = index + 1 if found: command_args.insert(in...
def insert_bool(param, command_args): ''' :param param: :param command_args: :return: ''' index = 0 found = False for lelem in command_args: if lelem == '--' and not found: break if lelem == param: found = True break index = index + 1 if found: command_args.insert(in...
[ ":", "param", "param", ":", ":", "param", "command_args", ":", ":", "return", ":" ]
apache/incubator-heron
python
https://github.com/apache/incubator-heron/blob/ad10325a0febe89ad337e561ebcbe37ec5d9a5ac/heron/tools/common/src/python/utils/config.py#L491-L509
[ "def", "insert_bool", "(", "param", ",", "command_args", ")", ":", "index", "=", "0", "found", "=", "False", "for", "lelem", "in", "command_args", ":", "if", "lelem", "==", "'--'", "and", "not", "found", ":", "break", "if", "lelem", "==", "param", ":",...
ad10325a0febe89ad337e561ebcbe37ec5d9a5ac
valid
run
run command
heron/tools/explorer/src/python/help.py
def run(command, parser, args, unknown_args): """ run command """ # get the command for detailed help command_help = args['help-command'] # if no command is provided, just print main help if command_help == 'help': parser.print_help() return True # get the subparser for the specific command subp...
def run(command, parser, args, unknown_args): """ run command """ # get the command for detailed help command_help = args['help-command'] # if no command is provided, just print main help if command_help == 'help': parser.print_help() return True # get the subparser for the specific command subp...
[ "run", "command" ]
apache/incubator-heron
python
https://github.com/apache/incubator-heron/blob/ad10325a0febe89ad337e561ebcbe37ec5d9a5ac/heron/tools/explorer/src/python/help.py#L48-L65
[ "def", "run", "(", "command", ",", "parser", ",", "args", ",", "unknown_args", ")", ":", "# get the command for detailed help", "command_help", "=", "args", "[", "'help-command'", "]", "# if no command is provided, just print main help", "if", "command_help", "==", "'he...
ad10325a0febe89ad337e561ebcbe37ec5d9a5ac
valid
ExceptionSummaryHandler.get
get
heron/tools/tracker/src/python/handlers/exceptionsummaryhandler.py
def get(self): """ get """ try: cluster = self.get_argument_cluster() environ = self.get_argument_environ() role = self.get_argument_role() topology_name = self.get_argument_topology() component = self.get_argument_component() topology = self.tracker.getTopologyByClusterRoleE...
def get(self): """ get """ try: cluster = self.get_argument_cluster() environ = self.get_argument_environ() role = self.get_argument_role() topology_name = self.get_argument_topology() component = self.get_argument_component() topology = self.tracker.getTopologyByClusterRoleE...
[ "get" ]
apache/incubator-heron
python
https://github.com/apache/incubator-heron/blob/ad10325a0febe89ad337e561ebcbe37ec5d9a5ac/heron/tools/tracker/src/python/handlers/exceptionsummaryhandler.py#L55-L71
[ "def", "get", "(", "self", ")", ":", "try", ":", "cluster", "=", "self", ".", "get_argument_cluster", "(", ")", "environ", "=", "self", ".", "get_argument_environ", "(", ")", "role", "=", "self", ".", "get_argument_role", "(", ")", "topology_name", "=", ...
ad10325a0febe89ad337e561ebcbe37ec5d9a5ac
valid
ExceptionSummaryHandler.getComponentExceptionSummary
Get the summary of exceptions for component_name and list of instances. Empty instance list will fetch all exceptions.
heron/tools/tracker/src/python/handlers/exceptionsummaryhandler.py
def getComponentExceptionSummary(self, tmaster, component_name, instances=[], callback=None): """ Get the summary of exceptions for component_name and list of instances. Empty instance list will fetch all exceptions. """ if not tmaster or not tmaster.host or not tmaster.stats_port: return ...
def getComponentExceptionSummary(self, tmaster, component_name, instances=[], callback=None): """ Get the summary of exceptions for component_name and list of instances. Empty instance list will fetch all exceptions. """ if not tmaster or not tmaster.host or not tmaster.stats_port: return ...
[ "Get", "the", "summary", "of", "exceptions", "for", "component_name", "and", "list", "of", "instances", ".", "Empty", "instance", "list", "will", "fetch", "all", "exceptions", "." ]
apache/incubator-heron
python
https://github.com/apache/incubator-heron/blob/ad10325a0febe89ad337e561ebcbe37ec5d9a5ac/heron/tools/tracker/src/python/handlers/exceptionsummaryhandler.py#L75-L129
[ "def", "getComponentExceptionSummary", "(", "self", ",", "tmaster", ",", "component_name", ",", "instances", "=", "[", "]", ",", "callback", "=", "None", ")", ":", "if", "not", "tmaster", "or", "not", "tmaster", ".", "host", "or", "not", "tmaster", ".", ...
ad10325a0febe89ad337e561ebcbe37ec5d9a5ac
valid
TopologyConfigHandler.get
:param cluster: :param environ: :param topology: :return:
heron/tools/ui/src/python/handlers/topology.py
def get(self, cluster, environ, topology): ''' :param cluster: :param environ: :param topology: :return: ''' # pylint: disable=no-member options = dict( cluster=cluster, environ=environ, topology=topology, active="topologies", function=common.class...
def get(self, cluster, environ, topology): ''' :param cluster: :param environ: :param topology: :return: ''' # pylint: disable=no-member options = dict( cluster=cluster, environ=environ, topology=topology, active="topologies", function=common.class...
[ ":", "param", "cluster", ":", ":", "param", "environ", ":", ":", "param", "topology", ":", ":", "return", ":" ]
apache/incubator-heron
python
https://github.com/apache/incubator-heron/blob/ad10325a0febe89ad337e561ebcbe37ec5d9a5ac/heron/tools/ui/src/python/handlers/topology.py#L44-L59
[ "def", "get", "(", "self", ",", "cluster", ",", "environ", ",", "topology", ")", ":", "# pylint: disable=no-member", "options", "=", "dict", "(", "cluster", "=", "cluster", ",", "environ", "=", "environ", ",", "topology", "=", "topology", ",", "active", "=...
ad10325a0febe89ad337e561ebcbe37ec5d9a5ac
valid
ListTopologiesHandler.get
:return:
heron/tools/ui/src/python/handlers/topology.py
def get(self): ''' :return: ''' clusters = yield access.get_clusters() # pylint: disable=no-member options = dict( topologies=[], # no topologies clusters=[str(cluster) for cluster in clusters], active="topologies", # active icon the nav bar function=common.cla...
def get(self): ''' :return: ''' clusters = yield access.get_clusters() # pylint: disable=no-member options = dict( topologies=[], # no topologies clusters=[str(cluster) for cluster in clusters], active="topologies", # active icon the nav bar function=common.cla...
[ ":", "return", ":" ]
apache/incubator-heron
python
https://github.com/apache/incubator-heron/blob/ad10325a0febe89ad337e561ebcbe37ec5d9a5ac/heron/tools/ui/src/python/handlers/topology.py#L99-L115
[ "def", "get", "(", "self", ")", ":", "clusters", "=", "yield", "access", ".", "get_clusters", "(", ")", "# pylint: disable=no-member", "options", "=", "dict", "(", "topologies", "=", "[", "]", ",", "# no topologies", "clusters", "=", "[", "str", "(", "clus...
ad10325a0febe89ad337e561ebcbe37ec5d9a5ac
valid
TopologyPlanHandler.get
:param cluster: :param environ: :param topology: :return:
heron/tools/ui/src/python/handlers/topology.py
def get(self, cluster, environ, topology): ''' :param cluster: :param environ: :param topology: :return: ''' # fetch the execution of the topology asynchronously execution_state = yield access.get_execution_state(cluster, environ, topology) # fetch scheduler location of the topolog...
def get(self, cluster, environ, topology): ''' :param cluster: :param environ: :param topology: :return: ''' # fetch the execution of the topology asynchronously execution_state = yield access.get_execution_state(cluster, environ, topology) # fetch scheduler location of the topolog...
[ ":", "param", "cluster", ":", ":", "param", "environ", ":", ":", "param", "topology", ":", ":", "return", ":" ]
apache/incubator-heron
python
https://github.com/apache/incubator-heron/blob/ad10325a0febe89ad337e561ebcbe37ec5d9a5ac/heron/tools/ui/src/python/handlers/topology.py#L126-L161
[ "def", "get", "(", "self", ",", "cluster", ",", "environ", ",", "topology", ")", ":", "# fetch the execution of the topology asynchronously", "execution_state", "=", "yield", "access", ".", "get_execution_state", "(", "cluster", ",", "environ", ",", "topology", ")",...
ad10325a0febe89ad337e561ebcbe37ec5d9a5ac
valid
ContainerFileHandler.get
:param cluster: :param environ: :param topology: :param container: :return:
heron/tools/ui/src/python/handlers/topology.py
def get(self, cluster, environ, topology, container): ''' :param cluster: :param environ: :param topology: :param container: :return: ''' path = self.get_argument("path") options = dict( cluster=cluster, environ=environ, topology=topology, container=c...
def get(self, cluster, environ, topology, container): ''' :param cluster: :param environ: :param topology: :param container: :return: ''' path = self.get_argument("path") options = dict( cluster=cluster, environ=environ, topology=topology, container=c...
[ ":", "param", "cluster", ":", ":", "param", "environ", ":", ":", "param", "topology", ":", ":", "param", "container", ":", ":", "return", ":" ]
apache/incubator-heron
python
https://github.com/apache/incubator-heron/blob/ad10325a0febe89ad337e561ebcbe37ec5d9a5ac/heron/tools/ui/src/python/handlers/topology.py#L176-L195
[ "def", "get", "(", "self", ",", "cluster", ",", "environ", ",", "topology", ",", "container", ")", ":", "path", "=", "self", ".", "get_argument", "(", "\"path\"", ")", "options", "=", "dict", "(", "cluster", "=", "cluster", ",", "environ", "=", "enviro...
ad10325a0febe89ad337e561ebcbe37ec5d9a5ac
valid
ContainerFileDataHandler.get
:param cluster: :param environ: :param topology: :param container: :return:
heron/tools/ui/src/python/handlers/topology.py
def get(self, cluster, environ, topology, container): ''' :param cluster: :param environ: :param topology: :param container: :return: ''' offset = self.get_argument("offset") length = self.get_argument("length") path = self.get_argument("path") data = yield access.get_contai...
def get(self, cluster, environ, topology, container): ''' :param cluster: :param environ: :param topology: :param container: :return: ''' offset = self.get_argument("offset") length = self.get_argument("length") path = self.get_argument("path") data = yield access.get_contai...
[ ":", "param", "cluster", ":", ":", "param", "environ", ":", ":", "param", "topology", ":", ":", "param", "container", ":", ":", "return", ":" ]
apache/incubator-heron
python
https://github.com/apache/incubator-heron/blob/ad10325a0febe89ad337e561ebcbe37ec5d9a5ac/heron/tools/ui/src/python/handlers/topology.py#L209-L225
[ "def", "get", "(", "self", ",", "cluster", ",", "environ", ",", "topology", ",", "container", ")", ":", "offset", "=", "self", ".", "get_argument", "(", "\"offset\"", ")", "length", "=", "self", ".", "get_argument", "(", "\"length\"", ")", "path", "=", ...
ad10325a0febe89ad337e561ebcbe37ec5d9a5ac
valid
ContainerFileStatsHandler.get
:param cluster: :param environ: :param topology: :param container: :return:
heron/tools/ui/src/python/handlers/topology.py
def get(self, cluster, environ, topology, container): ''' :param cluster: :param environ: :param topology: :param container: :return: ''' path = self.get_argument("path", default=".") data = yield access.get_filestats(cluster, environ, topology, container, path) options = dict( ...
def get(self, cluster, environ, topology, container): ''' :param cluster: :param environ: :param topology: :param container: :return: ''' path = self.get_argument("path", default=".") data = yield access.get_filestats(cluster, environ, topology, container, path) options = dict( ...
[ ":", "param", "cluster", ":", ":", "param", "environ", ":", ":", "param", "topology", ":", ":", "param", "container", ":", ":", "return", ":" ]
apache/incubator-heron
python
https://github.com/apache/incubator-heron/blob/ad10325a0febe89ad337e561ebcbe37ec5d9a5ac/heron/tools/ui/src/python/handlers/topology.py#L239-L258
[ "def", "get", "(", "self", ",", "cluster", ",", "environ", ",", "topology", ",", "container", ")", ":", "path", "=", "self", ".", "get_argument", "(", "\"path\"", ",", "default", "=", "\".\"", ")", "data", "=", "yield", "access", ".", "get_filestats", ...
ad10325a0febe89ad337e561ebcbe37ec5d9a5ac
valid
ContainerFileDownloadHandler.get
:param cluster: :param environ: :param topology: :param container: :return:
heron/tools/ui/src/python/handlers/topology.py
def get(self, cluster, environ, topology, container): ''' :param cluster: :param environ: :param topology: :param container: :return: ''' # If the file is large, we want to abandon downloading # if user cancels the requests. # pylint: disable=attribute-defined-outside-init se...
def get(self, cluster, environ, topology, container): ''' :param cluster: :param environ: :param topology: :param container: :return: ''' # If the file is large, we want to abandon downloading # if user cancels the requests. # pylint: disable=attribute-defined-outside-init se...
[ ":", "param", "cluster", ":", ":", "param", "environ", ":", ":", "param", "topology", ":", ":", "param", "container", ":", ":", "return", ":" ]
apache/incubator-heron
python
https://github.com/apache/incubator-heron/blob/ad10325a0febe89ad337e561ebcbe37ec5d9a5ac/heron/tools/ui/src/python/handlers/topology.py#L271-L307
[ "def", "get", "(", "self", ",", "cluster", ",", "environ", ",", "topology", ",", "container", ")", ":", "# If the file is large, we want to abandon downloading", "# if user cancels the requests.", "# pylint: disable=attribute-defined-outside-init", "self", ".", "connection_clos...
ad10325a0febe89ad337e561ebcbe37ec5d9a5ac
valid
FileStatsHandler.get
get method
heron/shell/src/python/handlers/filestatshandler.py
def get(self, path): ''' get method ''' path = tornado.escape.url_unescape(path) if not path: path = "." # User should not be able to access anything outside # of the dir that heron-shell is running in. This ensures # sandboxing. So we don't allow absolute paths and parent # accessing...
def get(self, path): ''' get method ''' path = tornado.escape.url_unescape(path) if not path: path = "." # User should not be able to access anything outside # of the dir that heron-shell is running in. This ensures # sandboxing. So we don't allow absolute paths and parent # accessing...
[ "get", "method" ]
apache/incubator-heron
python
https://github.com/apache/incubator-heron/blob/ad10325a0febe89ad337e561ebcbe37ec5d9a5ac/heron/shell/src/python/handlers/filestatshandler.py#L35-L73
[ "def", "get", "(", "self", ",", "path", ")", ":", "path", "=", "tornado", ".", "escape", ".", "url_unescape", "(", "path", ")", "if", "not", "path", ":", "path", "=", "\".\"", "# User should not be able to access anything outside", "# of the dir that heron-shell i...
ad10325a0febe89ad337e561ebcbe37ec5d9a5ac
valid
Topology.register_watch
Returns the UUID with which the watch is registered. This UUID can be used to unregister the watch. Returns None if watch could not be registered. The argument 'callback' must be a function that takes exactly one argument, the topology on which the watch was triggered. Note that the watch w...
heron/tools/tracker/src/python/topology.py
def register_watch(self, callback): """ Returns the UUID with which the watch is registered. This UUID can be used to unregister the watch. Returns None if watch could not be registered. The argument 'callback' must be a function that takes exactly one argument, the topology on which th...
def register_watch(self, callback): """ Returns the UUID with which the watch is registered. This UUID can be used to unregister the watch. Returns None if watch could not be registered. The argument 'callback' must be a function that takes exactly one argument, the topology on which th...
[ "Returns", "the", "UUID", "with", "which", "the", "watch", "is", "registered", ".", "This", "UUID", "can", "be", "used", "to", "unregister", "the", "watch", ".", "Returns", "None", "if", "watch", "could", "not", "be", "registered", "." ]
apache/incubator-heron
python
https://github.com/apache/incubator-heron/blob/ad10325a0febe89ad337e561ebcbe37ec5d9a5ac/heron/tools/tracker/src/python/topology.py#L61-L93
[ "def", "register_watch", "(", "self", ",", "callback", ")", ":", "RETRY_COUNT", "=", "5", "# Retry in case UID is previously", "# generated, just in case...", "for", "_", "in", "range", "(", "RETRY_COUNT", ")", ":", "# Generate a random UUID.", "uid", "=", "uuid", "...
ad10325a0febe89ad337e561ebcbe37ec5d9a5ac
valid
Topology.unregister_watch
Unregister the watch with the given UUID.
heron/tools/tracker/src/python/topology.py
def unregister_watch(self, uid): """ Unregister the watch with the given UUID. """ # Do not raise an error if UUID is # not present in the watches. Log.info("Unregister a watch with uid: " + str(uid)) self.watches.pop(uid, None)
def unregister_watch(self, uid): """ Unregister the watch with the given UUID. """ # Do not raise an error if UUID is # not present in the watches. Log.info("Unregister a watch with uid: " + str(uid)) self.watches.pop(uid, None)
[ "Unregister", "the", "watch", "with", "the", "given", "UUID", "." ]
apache/incubator-heron
python
https://github.com/apache/incubator-heron/blob/ad10325a0febe89ad337e561ebcbe37ec5d9a5ac/heron/tools/tracker/src/python/topology.py#L95-L102
[ "def", "unregister_watch", "(", "self", ",", "uid", ")", ":", "# Do not raise an error if UUID is", "# not present in the watches.", "Log", ".", "info", "(", "\"Unregister a watch with uid: \"", "+", "str", "(", "uid", ")", ")", "self", ".", "watches", ".", "pop", ...
ad10325a0febe89ad337e561ebcbe37ec5d9a5ac
valid
Topology.trigger_watches
Call all the callbacks. If any callback raises an Exception, unregister the corresponding watch.
heron/tools/tracker/src/python/topology.py
def trigger_watches(self): """ Call all the callbacks. If any callback raises an Exception, unregister the corresponding watch. """ to_remove = [] for uid, callback in self.watches.items(): try: callback(self) except Exception as e: Log.error("Caught exception whi...
def trigger_watches(self): """ Call all the callbacks. If any callback raises an Exception, unregister the corresponding watch. """ to_remove = [] for uid, callback in self.watches.items(): try: callback(self) except Exception as e: Log.error("Caught exception whi...
[ "Call", "all", "the", "callbacks", ".", "If", "any", "callback", "raises", "an", "Exception", "unregister", "the", "corresponding", "watch", "." ]
apache/incubator-heron
python
https://github.com/apache/incubator-heron/blob/ad10325a0febe89ad337e561ebcbe37ec5d9a5ac/heron/tools/tracker/src/python/topology.py#L104-L120
[ "def", "trigger_watches", "(", "self", ")", ":", "to_remove", "=", "[", "]", "for", "uid", ",", "callback", "in", "self", ".", "watches", ".", "items", "(", ")", ":", "try", ":", "callback", "(", "self", ")", "except", "Exception", "as", "e", ":", ...
ad10325a0febe89ad337e561ebcbe37ec5d9a5ac
valid
Topology.set_physical_plan
set physical plan
heron/tools/tracker/src/python/topology.py
def set_physical_plan(self, physical_plan): """ set physical plan """ if not physical_plan: self.physical_plan = None self.id = None else: self.physical_plan = physical_plan self.id = physical_plan.topology.id self.trigger_watches()
def set_physical_plan(self, physical_plan): """ set physical plan """ if not physical_plan: self.physical_plan = None self.id = None else: self.physical_plan = physical_plan self.id = physical_plan.topology.id self.trigger_watches()
[ "set", "physical", "plan" ]
apache/incubator-heron
python
https://github.com/apache/incubator-heron/blob/ad10325a0febe89ad337e561ebcbe37ec5d9a5ac/heron/tools/tracker/src/python/topology.py#L122-L130
[ "def", "set_physical_plan", "(", "self", ",", "physical_plan", ")", ":", "if", "not", "physical_plan", ":", "self", ".", "physical_plan", "=", "None", "self", ".", "id", "=", "None", "else", ":", "self", ".", "physical_plan", "=", "physical_plan", "self", ...
ad10325a0febe89ad337e561ebcbe37ec5d9a5ac
valid
Topology.set_packing_plan
set packing plan
heron/tools/tracker/src/python/topology.py
def set_packing_plan(self, packing_plan): """ set packing plan """ if not packing_plan: self.packing_plan = None self.id = None else: self.packing_plan = packing_plan self.id = packing_plan.id self.trigger_watches()
def set_packing_plan(self, packing_plan): """ set packing plan """ if not packing_plan: self.packing_plan = None self.id = None else: self.packing_plan = packing_plan self.id = packing_plan.id self.trigger_watches()
[ "set", "packing", "plan" ]
apache/incubator-heron
python
https://github.com/apache/incubator-heron/blob/ad10325a0febe89ad337e561ebcbe37ec5d9a5ac/heron/tools/tracker/src/python/topology.py#L132-L140
[ "def", "set_packing_plan", "(", "self", ",", "packing_plan", ")", ":", "if", "not", "packing_plan", ":", "self", ".", "packing_plan", "=", "None", "self", ".", "id", "=", "None", "else", ":", "self", ".", "packing_plan", "=", "packing_plan", "self", ".", ...
ad10325a0febe89ad337e561ebcbe37ec5d9a5ac
valid
Topology.set_execution_state
set exectuion state
heron/tools/tracker/src/python/topology.py
def set_execution_state(self, execution_state): """ set exectuion state """ if not execution_state: self.execution_state = None self.cluster = None self.environ = None else: self.execution_state = execution_state cluster, environ = self.get_execution_state_dc_environ(execution_...
def set_execution_state(self, execution_state): """ set exectuion state """ if not execution_state: self.execution_state = None self.cluster = None self.environ = None else: self.execution_state = execution_state cluster, environ = self.get_execution_state_dc_environ(execution_...
[ "set", "exectuion", "state" ]
apache/incubator-heron
python
https://github.com/apache/incubator-heron/blob/ad10325a0febe89ad337e561ebcbe37ec5d9a5ac/heron/tools/tracker/src/python/topology.py#L150-L162
[ "def", "set_execution_state", "(", "self", ",", "execution_state", ")", ":", "if", "not", "execution_state", ":", "self", ".", "execution_state", "=", "None", "self", ".", "cluster", "=", "None", "self", ".", "environ", "=", "None", "else", ":", "self", "....
ad10325a0febe89ad337e561ebcbe37ec5d9a5ac
valid
Topology.num_instances
Number of spouts + bolts
heron/tools/tracker/src/python/topology.py
def num_instances(self): """ Number of spouts + bolts """ num = 0 # Get all the components components = self.spouts() + self.bolts() # Get instances for each worker for component in components: config = component.comp.config for kvs in config.kvs: if kvs.key == api_...
def num_instances(self): """ Number of spouts + bolts """ num = 0 # Get all the components components = self.spouts() + self.bolts() # Get instances for each worker for component in components: config = component.comp.config for kvs in config.kvs: if kvs.key == api_...
[ "Number", "of", "spouts", "+", "bolts" ]
apache/incubator-heron
python
https://github.com/apache/incubator-heron/blob/ad10325a0febe89ad337e561ebcbe37ec5d9a5ac/heron/tools/tracker/src/python/topology.py#L174-L191
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ad10325a0febe89ad337e561ebcbe37ec5d9a5ac
valid
Topology.get_machines
Get all the machines that this topology is running on. These are the hosts of all the stmgrs.
heron/tools/tracker/src/python/topology.py
def get_machines(self): """ Get all the machines that this topology is running on. These are the hosts of all the stmgrs. """ if self.physical_plan: stmgrs = list(self.physical_plan.stmgrs) return map(lambda s: s.host_name, stmgrs) return []
def get_machines(self): """ Get all the machines that this topology is running on. These are the hosts of all the stmgrs. """ if self.physical_plan: stmgrs = list(self.physical_plan.stmgrs) return map(lambda s: s.host_name, stmgrs) return []
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apache/incubator-heron
python
https://github.com/apache/incubator-heron/blob/ad10325a0febe89ad337e561ebcbe37ec5d9a5ac/heron/tools/tracker/src/python/topology.py#L221-L229
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ad10325a0febe89ad337e561ebcbe37ec5d9a5ac
valid
Topology.get_status
Get the current state of this topology. The state values are from the topology.proto RUNNING = 1, PAUSED = 2, KILLED = 3 if the state is None "Unknown" is returned.
heron/tools/tracker/src/python/topology.py
def get_status(self): """ Get the current state of this topology. The state values are from the topology.proto RUNNING = 1, PAUSED = 2, KILLED = 3 if the state is None "Unknown" is returned. """ status = None if self.physical_plan and self.physical_plan.topology: status = self.phys...
def get_status(self): """ Get the current state of this topology. The state values are from the topology.proto RUNNING = 1, PAUSED = 2, KILLED = 3 if the state is None "Unknown" is returned. """ status = None if self.physical_plan and self.physical_plan.topology: status = self.phys...
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apache/incubator-heron
python
https://github.com/apache/incubator-heron/blob/ad10325a0febe89ad337e561ebcbe37ec5d9a5ac/heron/tools/tracker/src/python/topology.py#L231-L249
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ad10325a0febe89ad337e561ebcbe37ec5d9a5ac
valid
convert_pb_kvs
converts pb kvs to dict
heron/tools/tracker/src/python/tracker.py
def convert_pb_kvs(kvs, include_non_primitives=True): """ converts pb kvs to dict """ config = {} for kv in kvs: if kv.value: config[kv.key] = kv.value elif kv.serialized_value: # add serialized_value support for python values (fixme) # is this a serialized java object if topo...
def convert_pb_kvs(kvs, include_non_primitives=True): """ converts pb kvs to dict """ config = {} for kv in kvs: if kv.value: config[kv.key] = kv.value elif kv.serialized_value: # add serialized_value support for python values (fixme) # is this a serialized java object if topo...
[ "converts", "pb", "kvs", "to", "dict" ]
apache/incubator-heron
python
https://github.com/apache/incubator-heron/blob/ad10325a0febe89ad337e561ebcbe37ec5d9a5ac/heron/tools/tracker/src/python/tracker.py#L39-L57
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ad10325a0febe89ad337e561ebcbe37ec5d9a5ac
valid
Tracker.synch_topologies
Sync the topologies with the statemgrs.
heron/tools/tracker/src/python/tracker.py
def synch_topologies(self): """ Sync the topologies with the statemgrs. """ self.state_managers = statemanagerfactory.get_all_state_managers(self.config.statemgr_config) try: for state_manager in self.state_managers: state_manager.start() except Exception as ex: Log.error("Fo...
def synch_topologies(self): """ Sync the topologies with the statemgrs. """ self.state_managers = statemanagerfactory.get_all_state_managers(self.config.statemgr_config) try: for state_manager in self.state_managers: state_manager.start() except Exception as ex: Log.error("Fo...
[ "Sync", "the", "topologies", "with", "the", "statemgrs", "." ]
apache/incubator-heron
python
https://github.com/apache/incubator-heron/blob/ad10325a0febe89ad337e561ebcbe37ec5d9a5ac/heron/tools/tracker/src/python/tracker.py#L119-L154
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ad10325a0febe89ad337e561ebcbe37ec5d9a5ac
valid
Tracker.getTopologyByClusterRoleEnvironAndName
Find and return the topology given its cluster, environ, topology name, and an optional role. Raises exception if topology is not found, or more than one are found.
heron/tools/tracker/src/python/tracker.py
def getTopologyByClusterRoleEnvironAndName(self, cluster, role, environ, topologyName): """ Find and return the topology given its cluster, environ, topology name, and an optional role. Raises exception if topology is not found, or more than one are found. """ topologies = list(filter(lambda t: ...
def getTopologyByClusterRoleEnvironAndName(self, cluster, role, environ, topologyName): """ Find and return the topology given its cluster, environ, topology name, and an optional role. Raises exception if topology is not found, or more than one are found. """ topologies = list(filter(lambda t: ...
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apache/incubator-heron
python
https://github.com/apache/incubator-heron/blob/ad10325a0febe89ad337e561ebcbe37ec5d9a5ac/heron/tools/tracker/src/python/tracker.py#L161-L180
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ad10325a0febe89ad337e561ebcbe37ec5d9a5ac
valid
Tracker.getTopologiesForStateLocation
Returns all the topologies for a given state manager.
heron/tools/tracker/src/python/tracker.py
def getTopologiesForStateLocation(self, name): """ Returns all the topologies for a given state manager. """ return filter(lambda t: t.state_manager_name == name, self.topologies)
def getTopologiesForStateLocation(self, name): """ Returns all the topologies for a given state manager. """ return filter(lambda t: t.state_manager_name == name, self.topologies)
[ "Returns", "all", "the", "topologies", "for", "a", "given", "state", "manager", "." ]
apache/incubator-heron
python
https://github.com/apache/incubator-heron/blob/ad10325a0febe89ad337e561ebcbe37ec5d9a5ac/heron/tools/tracker/src/python/tracker.py#L182-L186
[ "def", "getTopologiesForStateLocation", "(", "self", ",", "name", ")", ":", "return", "filter", "(", "lambda", "t", ":", "t", ".", "state_manager_name", "==", "name", ",", "self", ".", "topologies", ")" ]
ad10325a0febe89ad337e561ebcbe37ec5d9a5ac
valid
Tracker.addNewTopology
Adds a topology in the local cache, and sets a watch on any changes on the topology.
heron/tools/tracker/src/python/tracker.py
def addNewTopology(self, state_manager, topologyName): """ Adds a topology in the local cache, and sets a watch on any changes on the topology. """ topology = Topology(topologyName, state_manager.name) Log.info("Adding new topology: %s, state_manager: %s", topologyName, state_manage...
def addNewTopology(self, state_manager, topologyName): """ Adds a topology in the local cache, and sets a watch on any changes on the topology. """ topology = Topology(topologyName, state_manager.name) Log.info("Adding new topology: %s, state_manager: %s", topologyName, state_manage...
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apache/incubator-heron
python
https://github.com/apache/incubator-heron/blob/ad10325a0febe89ad337e561ebcbe37ec5d9a5ac/heron/tools/tracker/src/python/tracker.py#L188-L242
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ad10325a0febe89ad337e561ebcbe37ec5d9a5ac
valid
Tracker.removeTopology
Removes the topology from the local cache.
heron/tools/tracker/src/python/tracker.py
def removeTopology(self, topology_name, state_manager_name): """ Removes the topology from the local cache. """ topologies = [] for top in self.topologies: if (top.name == topology_name and top.state_manager_name == state_manager_name): # Remove topologyInfo if (topol...
def removeTopology(self, topology_name, state_manager_name): """ Removes the topology from the local cache. """ topologies = [] for top in self.topologies: if (top.name == topology_name and top.state_manager_name == state_manager_name): # Remove topologyInfo if (topol...
[ "Removes", "the", "topology", "from", "the", "local", "cache", "." ]
apache/incubator-heron
python
https://github.com/apache/incubator-heron/blob/ad10325a0febe89ad337e561ebcbe37ec5d9a5ac/heron/tools/tracker/src/python/tracker.py#L244-L258
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ad10325a0febe89ad337e561ebcbe37ec5d9a5ac
valid
Tracker.extract_execution_state
Returns the repesentation of execution state that will be returned from Tracker.
heron/tools/tracker/src/python/tracker.py
def extract_execution_state(self, topology): """ Returns the repesentation of execution state that will be returned from Tracker. """ execution_state = topology.execution_state executionState = { "cluster": execution_state.cluster, "environ": execution_state.environ, "ro...
def extract_execution_state(self, topology): """ Returns the repesentation of execution state that will be returned from Tracker. """ execution_state = topology.execution_state executionState = { "cluster": execution_state.cluster, "environ": execution_state.environ, "ro...
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apache/incubator-heron
python
https://github.com/apache/incubator-heron/blob/ad10325a0febe89ad337e561ebcbe37ec5d9a5ac/heron/tools/tracker/src/python/tracker.py#L260-L288
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ad10325a0febe89ad337e561ebcbe37ec5d9a5ac
valid
Tracker.extract_scheduler_location
Returns the representation of scheduler location that will be returned from Tracker.
heron/tools/tracker/src/python/tracker.py
def extract_scheduler_location(self, topology): """ Returns the representation of scheduler location that will be returned from Tracker. """ schedulerLocation = { "name": None, "http_endpoint": None, "job_page_link": None, } if topology.scheduler_location: sche...
def extract_scheduler_location(self, topology): """ Returns the representation of scheduler location that will be returned from Tracker. """ schedulerLocation = { "name": None, "http_endpoint": None, "job_page_link": None, } if topology.scheduler_location: sche...
[ "Returns", "the", "representation", "of", "scheduler", "location", "that", "will", "be", "returned", "from", "Tracker", "." ]
apache/incubator-heron
python
https://github.com/apache/incubator-heron/blob/ad10325a0febe89ad337e561ebcbe37ec5d9a5ac/heron/tools/tracker/src/python/tracker.py#L335-L353
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ad10325a0febe89ad337e561ebcbe37ec5d9a5ac
valid
Tracker.extract_tmaster
Returns the representation of tmaster that will be returned from Tracker.
heron/tools/tracker/src/python/tracker.py
def extract_tmaster(self, topology): """ Returns the representation of tmaster that will be returned from Tracker. """ tmasterLocation = { "name": None, "id": None, "host": None, "controller_port": None, "master_port": None, "stats_port": None, } ...
def extract_tmaster(self, topology): """ Returns the representation of tmaster that will be returned from Tracker. """ tmasterLocation = { "name": None, "id": None, "host": None, "controller_port": None, "master_port": None, "stats_port": None, } ...
[ "Returns", "the", "representation", "of", "tmaster", "that", "will", "be", "returned", "from", "Tracker", "." ]
apache/incubator-heron
python
https://github.com/apache/incubator-heron/blob/ad10325a0febe89ad337e561ebcbe37ec5d9a5ac/heron/tools/tracker/src/python/tracker.py#L355-L376
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ad10325a0febe89ad337e561ebcbe37ec5d9a5ac