Instruction stringlengths 362 7.83k | output_code stringlengths 1 945 |
|---|---|
Next line prediction: <|code_start|> #
# QTop
#
# Copyright (c) 2016 Jacob Marks (jacob.marks@yale.edu)
#
# This file is part of QTop.
#
# QTop is free software: you can redistribute it and/or modify
# it under the terms of the GNU General Public License as published by
# the Free Software Foundation, either version 3 of the License, or
# (at your option) any later version.
sys.path.append('../')
sys.path.append('../src')
################## Surface Code Simulation ##################
path_to = str(sys.argv[1])
<|code_end|>
. Use current file imports:
(import numpy as np
import sys
from src import common, simulation, error_models
from decoders import rg)
and context including class names, function names, or small code snippets from other files:
# Path: src/common.py
# def removekey(d, key):
# def colinear(p0, p1, p2):
# def manhattan_dist(A,B):
# def euclidean_dist(A,B):
# def Charge(X_charge = 0, Z_charge = 0):
# def Sign(count, num_sides):
# def __init__(self, depth, dimension = 2):
# def Syndrome(self, type, charge_type):
# def PhysicalErrors(self):
# def distance(self, type, node1, node2):
# def Assessment(self):
# class Code:
#
# Path: src/simulation.py
# class simulation:
#
# def __init__(self, dimension, code_type, model, decoder, path_to):
# self.model = model
# [self.decoder, self.decoder_type] = decoder
# [self.model, self.model_type] = model
# self.dimension = dimension
# self.code_type = code_type
# self.path = path_to
#
# def __call__(self, L, p):
# signal.signal(signal.SIGALRM, timeout_handler)
# signal.alarm(10)
# if self.code_type == 'Surface Code':
# code = SurfaceCode(L, self.dimension)
# if self.code_type == '6-6-6 Color Code':
# code = Color_6_6_6(L, self.dimension)
# code = code.CodeCycle(self.model, p)
# try:
# decoders.Decode(code, self.decoder)
# return code.Assessment()
# except TimeoutException:
# return self(L, p)
# except ValueError:
# return self(L, p)
#
# Path: src/error_models.py
# def PauliX(charge, dim):
# def PauliZ(charge, dim):
# def PauliXZ(charge, dim):
# def Identity_Channel(charge):
# def PhaseFlip_Channel(charge, dim, p):
# def BitFlip_Channel(charge, dim, p):
# def Correlated_Channel(charge, dim, p):
# def BP_Channel(charge, dim, p):
# def Depolarizing_Channel(charge, dim, p):
# def Depolarizing_Helper(charge, dim):
# def Error_Channel(charge, dim, p, type):
# def __init__(self, **kwargs):
# def Initialize(self, code, type, p):
# def Identity(self, code, p):
# def Fourier(self, code, type, p):
# def Measure(self, code, type, p):
# def Sum(self, code, count, num_sides, type, charge_type, control_p, target_p):
# def __init__(self):
# def __init__(self):
# def __init__(self):
# def __init__(self):
# def __init__(self):
# def __init__(self):
# class ErrorModel:
# class CodeCapacity(ErrorModel):
# class Depolarizing(ErrorModel):
# class Phenomenological(ErrorModel):
# class CircuitLevel(ErrorModel):
# class PhaseFlip(ErrorModel):
# class BitFlip(ErrorModel):
. Output only the next line. | model = error_models.Depolarizing() |
Based on the snippet: <|code_start|> #
# QTop
#
# Copyright (c) 2016 Jacob Marks (jacob.marks@yale.edu)
#
# This file is part of QTop.
#
# QTop is free software: you can redistribute it and/or modify
# it under the terms of the GNU General Public License as published by
# the Free Software Foundation, either version 3 of the License, or
# (at your option) any later version.
sys.path.append('../')
sys.path.append('../src')
################## Surface Code Simulation ##################
path_to = str(sys.argv[1])
model = error_models.BitFlip()
decoder = rg.HDRG_decoder()
L_vals = [9,11,13]
p_vals = np.linspace(0.06,0.12,15)
num_trials = 50000
d = 2
<|code_end|>
, predict the immediate next line with the help of imports:
import numpy as np
import sys
from src import common, simulation, error_models
from decoders import rg
and context (classes, functions, sometimes code) from other files:
# Path: src/common.py
# def removekey(d, key):
# def colinear(p0, p1, p2):
# def manhattan_dist(A,B):
# def euclidean_dist(A,B):
# def Charge(X_charge = 0, Z_charge = 0):
# def Sign(count, num_sides):
# def __init__(self, depth, dimension = 2):
# def Syndrome(self, type, charge_type):
# def PhysicalErrors(self):
# def distance(self, type, node1, node2):
# def Assessment(self):
# class Code:
#
# Path: src/simulation.py
# class simulation:
#
# def __init__(self, dimension, code_type, model, decoder, path_to):
# self.model = model
# [self.decoder, self.decoder_type] = decoder
# [self.model, self.model_type] = model
# self.dimension = dimension
# self.code_type = code_type
# self.path = path_to
#
# def __call__(self, L, p):
# signal.signal(signal.SIGALRM, timeout_handler)
# signal.alarm(10)
# if self.code_type == 'Surface Code':
# code = SurfaceCode(L, self.dimension)
# if self.code_type == '6-6-6 Color Code':
# code = Color_6_6_6(L, self.dimension)
# code = code.CodeCycle(self.model, p)
# try:
# decoders.Decode(code, self.decoder)
# return code.Assessment()
# except TimeoutException:
# return self(L, p)
# except ValueError:
# return self(L, p)
#
# Path: src/error_models.py
# def PauliX(charge, dim):
# def PauliZ(charge, dim):
# def PauliXZ(charge, dim):
# def Identity_Channel(charge):
# def PhaseFlip_Channel(charge, dim, p):
# def BitFlip_Channel(charge, dim, p):
# def Correlated_Channel(charge, dim, p):
# def BP_Channel(charge, dim, p):
# def Depolarizing_Channel(charge, dim, p):
# def Depolarizing_Helper(charge, dim):
# def Error_Channel(charge, dim, p, type):
# def __init__(self, **kwargs):
# def Initialize(self, code, type, p):
# def Identity(self, code, p):
# def Fourier(self, code, type, p):
# def Measure(self, code, type, p):
# def Sum(self, code, count, num_sides, type, charge_type, control_p, target_p):
# def __init__(self):
# def __init__(self):
# def __init__(self):
# def __init__(self):
# def __init__(self):
# def __init__(self):
# class ErrorModel:
# class CodeCapacity(ErrorModel):
# class Depolarizing(ErrorModel):
# class Phenomenological(ErrorModel):
# class CircuitLevel(ErrorModel):
# class PhaseFlip(ErrorModel):
# class BitFlip(ErrorModel):
. Output only the next line. | sim = simulation.simulation(d, 'Surface Code', [model, 'Bit Flip Channel'], [decoder, 'RG'], path_to) |
Given the following code snippet before the placeholder: <|code_start|> #
# QTop
#
# Copyright (c) 2016 Jacob Marks (jacob.marks@yale.edu)
#
# This file is part of QTop.
#
# QTop is free software: you can redistribute it and/or modify
# it under the terms of the GNU General Public License as published by
# the Free Software Foundation, either version 3 of the License, or
# (at your option) any later version.
sys.path.append('../')
sys.path.append('../src')
################## Surface Code Simulation ##################
path_to = str(sys.argv[1])
<|code_end|>
, predict the next line using imports from the current file:
import numpy as np
import sys
from src import common, simulation, error_models
from decoders import rg
and context including class names, function names, and sometimes code from other files:
# Path: src/common.py
# def removekey(d, key):
# def colinear(p0, p1, p2):
# def manhattan_dist(A,B):
# def euclidean_dist(A,B):
# def Charge(X_charge = 0, Z_charge = 0):
# def Sign(count, num_sides):
# def __init__(self, depth, dimension = 2):
# def Syndrome(self, type, charge_type):
# def PhysicalErrors(self):
# def distance(self, type, node1, node2):
# def Assessment(self):
# class Code:
#
# Path: src/simulation.py
# class simulation:
#
# def __init__(self, dimension, code_type, model, decoder, path_to):
# self.model = model
# [self.decoder, self.decoder_type] = decoder
# [self.model, self.model_type] = model
# self.dimension = dimension
# self.code_type = code_type
# self.path = path_to
#
# def __call__(self, L, p):
# signal.signal(signal.SIGALRM, timeout_handler)
# signal.alarm(10)
# if self.code_type == 'Surface Code':
# code = SurfaceCode(L, self.dimension)
# if self.code_type == '6-6-6 Color Code':
# code = Color_6_6_6(L, self.dimension)
# code = code.CodeCycle(self.model, p)
# try:
# decoders.Decode(code, self.decoder)
# return code.Assessment()
# except TimeoutException:
# return self(L, p)
# except ValueError:
# return self(L, p)
#
# Path: src/error_models.py
# def PauliX(charge, dim):
# def PauliZ(charge, dim):
# def PauliXZ(charge, dim):
# def Identity_Channel(charge):
# def PhaseFlip_Channel(charge, dim, p):
# def BitFlip_Channel(charge, dim, p):
# def Correlated_Channel(charge, dim, p):
# def BP_Channel(charge, dim, p):
# def Depolarizing_Channel(charge, dim, p):
# def Depolarizing_Helper(charge, dim):
# def Error_Channel(charge, dim, p, type):
# def __init__(self, **kwargs):
# def Initialize(self, code, type, p):
# def Identity(self, code, p):
# def Fourier(self, code, type, p):
# def Measure(self, code, type, p):
# def Sum(self, code, count, num_sides, type, charge_type, control_p, target_p):
# def __init__(self):
# def __init__(self):
# def __init__(self):
# def __init__(self):
# def __init__(self):
# def __init__(self):
# class ErrorModel:
# class CodeCapacity(ErrorModel):
# class Depolarizing(ErrorModel):
# class Phenomenological(ErrorModel):
# class CircuitLevel(ErrorModel):
# class PhaseFlip(ErrorModel):
# class BitFlip(ErrorModel):
. Output only the next line. | model = error_models.BitFlip() |
Using the snippet: <|code_start|> #
# QTop
#
# Copyright (c) 2016 Jacob Marks (jacob.marks@yale.edu)
#
# This file is part of QTop.
#
# QTop is free software: you can redistribute it and/or modify
# it under the terms of the GNU General Public License as published by
# the Free Software Foundation, either version 3 of the License, or
# (at your option) any later version.
sys.path.append('../')
sys.path.append('../src')
################## Surface Code Simulation ##################
path_to = str(sys.argv[1])
model = error_models.BitFlip()
decoder = rg.HDRG_decoder()
L_vals = [9,11,13]
p_vals = np.linspace(0.1,0.14,15)
num_trials = 50000
d = 3
<|code_end|>
, determine the next line of code. You have imports:
import numpy as np
import sys
from src import common, simulation, error_models
from decoders import rg
and context (class names, function names, or code) available:
# Path: src/common.py
# def removekey(d, key):
# def colinear(p0, p1, p2):
# def manhattan_dist(A,B):
# def euclidean_dist(A,B):
# def Charge(X_charge = 0, Z_charge = 0):
# def Sign(count, num_sides):
# def __init__(self, depth, dimension = 2):
# def Syndrome(self, type, charge_type):
# def PhysicalErrors(self):
# def distance(self, type, node1, node2):
# def Assessment(self):
# class Code:
#
# Path: src/simulation.py
# class simulation:
#
# def __init__(self, dimension, code_type, model, decoder, path_to):
# self.model = model
# [self.decoder, self.decoder_type] = decoder
# [self.model, self.model_type] = model
# self.dimension = dimension
# self.code_type = code_type
# self.path = path_to
#
# def __call__(self, L, p):
# signal.signal(signal.SIGALRM, timeout_handler)
# signal.alarm(10)
# if self.code_type == 'Surface Code':
# code = SurfaceCode(L, self.dimension)
# if self.code_type == '6-6-6 Color Code':
# code = Color_6_6_6(L, self.dimension)
# code = code.CodeCycle(self.model, p)
# try:
# decoders.Decode(code, self.decoder)
# return code.Assessment()
# except TimeoutException:
# return self(L, p)
# except ValueError:
# return self(L, p)
#
# Path: src/error_models.py
# def PauliX(charge, dim):
# def PauliZ(charge, dim):
# def PauliXZ(charge, dim):
# def Identity_Channel(charge):
# def PhaseFlip_Channel(charge, dim, p):
# def BitFlip_Channel(charge, dim, p):
# def Correlated_Channel(charge, dim, p):
# def BP_Channel(charge, dim, p):
# def Depolarizing_Channel(charge, dim, p):
# def Depolarizing_Helper(charge, dim):
# def Error_Channel(charge, dim, p, type):
# def __init__(self, **kwargs):
# def Initialize(self, code, type, p):
# def Identity(self, code, p):
# def Fourier(self, code, type, p):
# def Measure(self, code, type, p):
# def Sum(self, code, count, num_sides, type, charge_type, control_p, target_p):
# def __init__(self):
# def __init__(self):
# def __init__(self):
# def __init__(self):
# def __init__(self):
# def __init__(self):
# class ErrorModel:
# class CodeCapacity(ErrorModel):
# class Depolarizing(ErrorModel):
# class Phenomenological(ErrorModel):
# class CircuitLevel(ErrorModel):
# class PhaseFlip(ErrorModel):
# class BitFlip(ErrorModel):
. Output only the next line. | sim = simulation.simulation(d, 'Surface Code', [model, 'Bit Flip Channel'], [decoder, 'RG'], path_to) |
Given snippet: <|code_start|> #
# QTop
#
# Copyright (c) 2016 Jacob Marks (jacob.marks@yale.edu)
#
# This file is part of QTop.
#
# QTop is free software: you can redistribute it and/or modify
# it under the terms of the GNU General Public License as published by
# the Free Software Foundation, either version 3 of the License, or
# (at your option) any later version.
sys.path.append('../')
sys.path.append('../src')
################## Surface Code Simulation ##################
path_to = str(sys.argv[1])
<|code_end|>
, continue by predicting the next line. Consider current file imports:
import numpy as np
import sys
from src import common, simulation, error_models
from decoders import rg
and context:
# Path: src/common.py
# def removekey(d, key):
# def colinear(p0, p1, p2):
# def manhattan_dist(A,B):
# def euclidean_dist(A,B):
# def Charge(X_charge = 0, Z_charge = 0):
# def Sign(count, num_sides):
# def __init__(self, depth, dimension = 2):
# def Syndrome(self, type, charge_type):
# def PhysicalErrors(self):
# def distance(self, type, node1, node2):
# def Assessment(self):
# class Code:
#
# Path: src/simulation.py
# class simulation:
#
# def __init__(self, dimension, code_type, model, decoder, path_to):
# self.model = model
# [self.decoder, self.decoder_type] = decoder
# [self.model, self.model_type] = model
# self.dimension = dimension
# self.code_type = code_type
# self.path = path_to
#
# def __call__(self, L, p):
# signal.signal(signal.SIGALRM, timeout_handler)
# signal.alarm(10)
# if self.code_type == 'Surface Code':
# code = SurfaceCode(L, self.dimension)
# if self.code_type == '6-6-6 Color Code':
# code = Color_6_6_6(L, self.dimension)
# code = code.CodeCycle(self.model, p)
# try:
# decoders.Decode(code, self.decoder)
# return code.Assessment()
# except TimeoutException:
# return self(L, p)
# except ValueError:
# return self(L, p)
#
# Path: src/error_models.py
# def PauliX(charge, dim):
# def PauliZ(charge, dim):
# def PauliXZ(charge, dim):
# def Identity_Channel(charge):
# def PhaseFlip_Channel(charge, dim, p):
# def BitFlip_Channel(charge, dim, p):
# def Correlated_Channel(charge, dim, p):
# def BP_Channel(charge, dim, p):
# def Depolarizing_Channel(charge, dim, p):
# def Depolarizing_Helper(charge, dim):
# def Error_Channel(charge, dim, p, type):
# def __init__(self, **kwargs):
# def Initialize(self, code, type, p):
# def Identity(self, code, p):
# def Fourier(self, code, type, p):
# def Measure(self, code, type, p):
# def Sum(self, code, count, num_sides, type, charge_type, control_p, target_p):
# def __init__(self):
# def __init__(self):
# def __init__(self):
# def __init__(self):
# def __init__(self):
# def __init__(self):
# class ErrorModel:
# class CodeCapacity(ErrorModel):
# class Depolarizing(ErrorModel):
# class Phenomenological(ErrorModel):
# class CircuitLevel(ErrorModel):
# class PhaseFlip(ErrorModel):
# class BitFlip(ErrorModel):
which might include code, classes, or functions. Output only the next line. | model = error_models.BitFlip() |
Given snippet: <|code_start|> #
# QTop
#
# Copyright (c) 2016 Jacob Marks (jacob.marks@yale.edu)
#
# This file is part of QTop.
#
# QTop is free software: you can redistribute it and/or modify
# it under the terms of the GNU General Public License as published by
# the Free Software Foundation, either version 3 of the License, or
# (at your option) any later version.
sys.path.append('../')
sys.path.append('../src')
################## Surface Code Simulation ##################
path_to = str(sys.argv[1])
model = error_models.Depolarizing()
decoder = gcc.GCC_decoder()
L_vals = [9,11,13]
p_vals = np.linspace(0.07,0.15,15)
num_trials = 30000
d = 3
<|code_end|>
, continue by predicting the next line. Consider current file imports:
import numpy as np
import sys
from src import common, simulation, error_models
from decoders import gcc
and context:
# Path: src/common.py
# def removekey(d, key):
# def colinear(p0, p1, p2):
# def manhattan_dist(A,B):
# def euclidean_dist(A,B):
# def Charge(X_charge = 0, Z_charge = 0):
# def Sign(count, num_sides):
# def __init__(self, depth, dimension = 2):
# def Syndrome(self, type, charge_type):
# def PhysicalErrors(self):
# def distance(self, type, node1, node2):
# def Assessment(self):
# class Code:
#
# Path: src/simulation.py
# class simulation:
#
# def __init__(self, dimension, code_type, model, decoder, path_to):
# self.model = model
# [self.decoder, self.decoder_type] = decoder
# [self.model, self.model_type] = model
# self.dimension = dimension
# self.code_type = code_type
# self.path = path_to
#
# def __call__(self, L, p):
# signal.signal(signal.SIGALRM, timeout_handler)
# signal.alarm(10)
# if self.code_type == 'Surface Code':
# code = SurfaceCode(L, self.dimension)
# if self.code_type == '6-6-6 Color Code':
# code = Color_6_6_6(L, self.dimension)
# code = code.CodeCycle(self.model, p)
# try:
# decoders.Decode(code, self.decoder)
# return code.Assessment()
# except TimeoutException:
# return self(L, p)
# except ValueError:
# return self(L, p)
#
# Path: src/error_models.py
# def PauliX(charge, dim):
# def PauliZ(charge, dim):
# def PauliXZ(charge, dim):
# def Identity_Channel(charge):
# def PhaseFlip_Channel(charge, dim, p):
# def BitFlip_Channel(charge, dim, p):
# def Correlated_Channel(charge, dim, p):
# def BP_Channel(charge, dim, p):
# def Depolarizing_Channel(charge, dim, p):
# def Depolarizing_Helper(charge, dim):
# def Error_Channel(charge, dim, p, type):
# def __init__(self, **kwargs):
# def Initialize(self, code, type, p):
# def Identity(self, code, p):
# def Fourier(self, code, type, p):
# def Measure(self, code, type, p):
# def Sum(self, code, count, num_sides, type, charge_type, control_p, target_p):
# def __init__(self):
# def __init__(self):
# def __init__(self):
# def __init__(self):
# def __init__(self):
# def __init__(self):
# class ErrorModel:
# class CodeCapacity(ErrorModel):
# class Depolarizing(ErrorModel):
# class Phenomenological(ErrorModel):
# class CircuitLevel(ErrorModel):
# class PhaseFlip(ErrorModel):
# class BitFlip(ErrorModel):
which might include code, classes, or functions. Output only the next line. | sim = simulation.simulation(d, '6-6-6 Color Code', [model, 'Depolarizing Channel'], [decoder, 'GCC'], path_to) |
Next line prediction: <|code_start|> #
# QTop
#
# Copyright (c) 2016 Jacob Marks (jacob.marks@yale.edu)
#
# This file is part of QTop.
#
# QTop is free software: you can redistribute it and/or modify
# it under the terms of the GNU General Public License as published by
# the Free Software Foundation, either version 3 of the License, or
# (at your option) any later version.
sys.path.append('../')
sys.path.append('../src')
################## Surface Code Simulation ##################
path_to = str(sys.argv[1])
<|code_end|>
. Use current file imports:
(import numpy as np
import sys
from src import common, simulation, error_models
from decoders import gcc)
and context including class names, function names, or small code snippets from other files:
# Path: src/common.py
# def removekey(d, key):
# def colinear(p0, p1, p2):
# def manhattan_dist(A,B):
# def euclidean_dist(A,B):
# def Charge(X_charge = 0, Z_charge = 0):
# def Sign(count, num_sides):
# def __init__(self, depth, dimension = 2):
# def Syndrome(self, type, charge_type):
# def PhysicalErrors(self):
# def distance(self, type, node1, node2):
# def Assessment(self):
# class Code:
#
# Path: src/simulation.py
# class simulation:
#
# def __init__(self, dimension, code_type, model, decoder, path_to):
# self.model = model
# [self.decoder, self.decoder_type] = decoder
# [self.model, self.model_type] = model
# self.dimension = dimension
# self.code_type = code_type
# self.path = path_to
#
# def __call__(self, L, p):
# signal.signal(signal.SIGALRM, timeout_handler)
# signal.alarm(10)
# if self.code_type == 'Surface Code':
# code = SurfaceCode(L, self.dimension)
# if self.code_type == '6-6-6 Color Code':
# code = Color_6_6_6(L, self.dimension)
# code = code.CodeCycle(self.model, p)
# try:
# decoders.Decode(code, self.decoder)
# return code.Assessment()
# except TimeoutException:
# return self(L, p)
# except ValueError:
# return self(L, p)
#
# Path: src/error_models.py
# def PauliX(charge, dim):
# def PauliZ(charge, dim):
# def PauliXZ(charge, dim):
# def Identity_Channel(charge):
# def PhaseFlip_Channel(charge, dim, p):
# def BitFlip_Channel(charge, dim, p):
# def Correlated_Channel(charge, dim, p):
# def BP_Channel(charge, dim, p):
# def Depolarizing_Channel(charge, dim, p):
# def Depolarizing_Helper(charge, dim):
# def Error_Channel(charge, dim, p, type):
# def __init__(self, **kwargs):
# def Initialize(self, code, type, p):
# def Identity(self, code, p):
# def Fourier(self, code, type, p):
# def Measure(self, code, type, p):
# def Sum(self, code, count, num_sides, type, charge_type, control_p, target_p):
# def __init__(self):
# def __init__(self):
# def __init__(self):
# def __init__(self):
# def __init__(self):
# def __init__(self):
# class ErrorModel:
# class CodeCapacity(ErrorModel):
# class Depolarizing(ErrorModel):
# class Phenomenological(ErrorModel):
# class CircuitLevel(ErrorModel):
# class PhaseFlip(ErrorModel):
# class BitFlip(ErrorModel):
. Output only the next line. | model = error_models.Depolarizing() |
Next line prediction: <|code_start|> #
# QTop
#
# Copyright (c) 2016 Jacob Marks (jacob.marks@yale.edu)
#
# This file is part of QTop.
#
# QTop is free software: you can redistribute it and/or modify
# it under the terms of the GNU General Public License as published by
# the Free Software Foundation, either version 3 of the License, or
# (at your option) any later version.
sys.path.append('../')
sys.path.append('decoders/')
L, d, p = 7, 7, .1
<|code_end|>
. Use current file imports:
(import sys
import networkx as nx
import numpy as np
import matplotlib.pyplot as plt
from src import surface_codes, error_models, visualization
from rg import *)
and context including class names, function names, or small code snippets from other files:
# Path: src/surface_codes.py
# def check0(qubit):
# def check1(qubit):
# def check2(qubit):
# def check3(qubit):
# def __init__(self, depth, dimension = 2):
# def Plaquette(self, qubit):
# def generateColors(self):
# def Sign(self, count, num_sides):
# def generateCode(self):
# def generateDual(self):
# def CodeCycle(self, model, p = 0):
# def hasLogicalError(self):
# class SurfaceCode(Code):
#
# Path: src/error_models.py
# def PauliX(charge, dim):
# def PauliZ(charge, dim):
# def PauliXZ(charge, dim):
# def Identity_Channel(charge):
# def PhaseFlip_Channel(charge, dim, p):
# def BitFlip_Channel(charge, dim, p):
# def Correlated_Channel(charge, dim, p):
# def BP_Channel(charge, dim, p):
# def Depolarizing_Channel(charge, dim, p):
# def Depolarizing_Helper(charge, dim):
# def Error_Channel(charge, dim, p, type):
# def __init__(self, **kwargs):
# def Initialize(self, code, type, p):
# def Identity(self, code, p):
# def Fourier(self, code, type, p):
# def Measure(self, code, type, p):
# def Sum(self, code, count, num_sides, type, charge_type, control_p, target_p):
# def __init__(self):
# def __init__(self):
# def __init__(self):
# def __init__(self):
# def __init__(self):
# def __init__(self):
# class ErrorModel:
# class CodeCapacity(ErrorModel):
# class Depolarizing(ErrorModel):
# class Phenomenological(ErrorModel):
# class CircuitLevel(ErrorModel):
# class PhaseFlip(ErrorModel):
# class BitFlip(ErrorModel):
#
# Path: src/visualization.py
# def PlotPrimal(code, title, plot_number = 1):
# def PlotDual(code, title, plot_number = 2):
# def PlotPlaquette(code, title, plot_number = 3):
# def PlotShrunk(code, type, title, plot_number = 4):
. Output only the next line. | code = surface_codes.SurfaceCode(L, d) |
Given the following code snippet before the placeholder: <|code_start|> #
# QTop
#
# Copyright (c) 2016 Jacob Marks (jacob.marks@yale.edu)
#
# This file is part of QTop.
#
# QTop is free software: you can redistribute it and/or modify
# it under the terms of the GNU General Public License as published by
# the Free Software Foundation, either version 3 of the License, or
# (at your option) any later version.
sys.path.append('../')
sys.path.append('decoders/')
L, d, p = 7, 7, .1
code = surface_codes.SurfaceCode(L, d)
<|code_end|>
, predict the next line using imports from the current file:
import sys
import networkx as nx
import numpy as np
import matplotlib.pyplot as plt
from src import surface_codes, error_models, visualization
from rg import *
and context including class names, function names, and sometimes code from other files:
# Path: src/surface_codes.py
# def check0(qubit):
# def check1(qubit):
# def check2(qubit):
# def check3(qubit):
# def __init__(self, depth, dimension = 2):
# def Plaquette(self, qubit):
# def generateColors(self):
# def Sign(self, count, num_sides):
# def generateCode(self):
# def generateDual(self):
# def CodeCycle(self, model, p = 0):
# def hasLogicalError(self):
# class SurfaceCode(Code):
#
# Path: src/error_models.py
# def PauliX(charge, dim):
# def PauliZ(charge, dim):
# def PauliXZ(charge, dim):
# def Identity_Channel(charge):
# def PhaseFlip_Channel(charge, dim, p):
# def BitFlip_Channel(charge, dim, p):
# def Correlated_Channel(charge, dim, p):
# def BP_Channel(charge, dim, p):
# def Depolarizing_Channel(charge, dim, p):
# def Depolarizing_Helper(charge, dim):
# def Error_Channel(charge, dim, p, type):
# def __init__(self, **kwargs):
# def Initialize(self, code, type, p):
# def Identity(self, code, p):
# def Fourier(self, code, type, p):
# def Measure(self, code, type, p):
# def Sum(self, code, count, num_sides, type, charge_type, control_p, target_p):
# def __init__(self):
# def __init__(self):
# def __init__(self):
# def __init__(self):
# def __init__(self):
# def __init__(self):
# class ErrorModel:
# class CodeCapacity(ErrorModel):
# class Depolarizing(ErrorModel):
# class Phenomenological(ErrorModel):
# class CircuitLevel(ErrorModel):
# class PhaseFlip(ErrorModel):
# class BitFlip(ErrorModel):
#
# Path: src/visualization.py
# def PlotPrimal(code, title, plot_number = 1):
# def PlotDual(code, title, plot_number = 2):
# def PlotPlaquette(code, title, plot_number = 3):
# def PlotShrunk(code, type, title, plot_number = 4):
. Output only the next line. | model = error_models.CodeCapacity() |
Continue the code snippet: <|code_start|> #
# QTop
#
# Copyright (c) 2016 Jacob Marks (jacob.marks@yale.edu)
#
# This file is part of QTop.
#
# QTop is free software: you can redistribute it and/or modify
# it under the terms of the GNU General Public License as published by
# the Free Software Foundation, either version 3 of the License, or
# (at your option) any later version.
sys.path.append('../')
sys.path.append('decoders/')
L, d, p = 7, 7, .1
code = surface_codes.SurfaceCode(L, d)
model = error_models.CodeCapacity()
code = code.CodeCycle(model, p)
<|code_end|>
. Use current file imports:
import sys
import networkx as nx
import numpy as np
import matplotlib.pyplot as plt
from src import surface_codes, error_models, visualization
from rg import *
and context (classes, functions, or code) from other files:
# Path: src/surface_codes.py
# def check0(qubit):
# def check1(qubit):
# def check2(qubit):
# def check3(qubit):
# def __init__(self, depth, dimension = 2):
# def Plaquette(self, qubit):
# def generateColors(self):
# def Sign(self, count, num_sides):
# def generateCode(self):
# def generateDual(self):
# def CodeCycle(self, model, p = 0):
# def hasLogicalError(self):
# class SurfaceCode(Code):
#
# Path: src/error_models.py
# def PauliX(charge, dim):
# def PauliZ(charge, dim):
# def PauliXZ(charge, dim):
# def Identity_Channel(charge):
# def PhaseFlip_Channel(charge, dim, p):
# def BitFlip_Channel(charge, dim, p):
# def Correlated_Channel(charge, dim, p):
# def BP_Channel(charge, dim, p):
# def Depolarizing_Channel(charge, dim, p):
# def Depolarizing_Helper(charge, dim):
# def Error_Channel(charge, dim, p, type):
# def __init__(self, **kwargs):
# def Initialize(self, code, type, p):
# def Identity(self, code, p):
# def Fourier(self, code, type, p):
# def Measure(self, code, type, p):
# def Sum(self, code, count, num_sides, type, charge_type, control_p, target_p):
# def __init__(self):
# def __init__(self):
# def __init__(self):
# def __init__(self):
# def __init__(self):
# def __init__(self):
# class ErrorModel:
# class CodeCapacity(ErrorModel):
# class Depolarizing(ErrorModel):
# class Phenomenological(ErrorModel):
# class CircuitLevel(ErrorModel):
# class PhaseFlip(ErrorModel):
# class BitFlip(ErrorModel):
#
# Path: src/visualization.py
# def PlotPrimal(code, title, plot_number = 1):
# def PlotDual(code, title, plot_number = 2):
# def PlotPlaquette(code, title, plot_number = 3):
# def PlotShrunk(code, type, title, plot_number = 4):
. Output only the next line. | visualization.PlotPlaquette(code, "Before Decoding", 1) |
Here is a snippet: <|code_start|> #
# QTop
#
# Copyright (c) 2016 Jacob Marks (jacob.marks@yale.edu)
#
# This file is part of QTop.
#
# QTop is free software: you can redistribute it and/or modify
# it under the terms of the GNU General Public License as published by
# the Free Software Foundation, either version 3 of the License, or
# (at your option) any later version.
sys.path.append('../')
sys.path.append('../src')
################## Surface Code Simulation ##################
path_to = str(sys.argv[1])
model = error_models.Depolarizing()
decoder = mwpm.MWPM_decoder()
<|code_end|>
. Write the next line using the current file imports:
import numpy as np
import sys
from src import common, simulation, error_models
from decoders import mwpm
and context from other files:
# Path: src/common.py
# def removekey(d, key):
# def colinear(p0, p1, p2):
# def manhattan_dist(A,B):
# def euclidean_dist(A,B):
# def Charge(X_charge = 0, Z_charge = 0):
# def Sign(count, num_sides):
# def __init__(self, depth, dimension = 2):
# def Syndrome(self, type, charge_type):
# def PhysicalErrors(self):
# def distance(self, type, node1, node2):
# def Assessment(self):
# class Code:
#
# Path: src/simulation.py
# class simulation:
#
# def __init__(self, dimension, code_type, model, decoder, path_to):
# self.model = model
# [self.decoder, self.decoder_type] = decoder
# [self.model, self.model_type] = model
# self.dimension = dimension
# self.code_type = code_type
# self.path = path_to
#
# def __call__(self, L, p):
# signal.signal(signal.SIGALRM, timeout_handler)
# signal.alarm(10)
# if self.code_type == 'Surface Code':
# code = SurfaceCode(L, self.dimension)
# if self.code_type == '6-6-6 Color Code':
# code = Color_6_6_6(L, self.dimension)
# code = code.CodeCycle(self.model, p)
# try:
# decoders.Decode(code, self.decoder)
# return code.Assessment()
# except TimeoutException:
# return self(L, p)
# except ValueError:
# return self(L, p)
#
# Path: src/error_models.py
# def PauliX(charge, dim):
# def PauliZ(charge, dim):
# def PauliXZ(charge, dim):
# def Identity_Channel(charge):
# def PhaseFlip_Channel(charge, dim, p):
# def BitFlip_Channel(charge, dim, p):
# def Correlated_Channel(charge, dim, p):
# def BP_Channel(charge, dim, p):
# def Depolarizing_Channel(charge, dim, p):
# def Depolarizing_Helper(charge, dim):
# def Error_Channel(charge, dim, p, type):
# def __init__(self, **kwargs):
# def Initialize(self, code, type, p):
# def Identity(self, code, p):
# def Fourier(self, code, type, p):
# def Measure(self, code, type, p):
# def Sum(self, code, count, num_sides, type, charge_type, control_p, target_p):
# def __init__(self):
# def __init__(self):
# def __init__(self):
# def __init__(self):
# def __init__(self):
# def __init__(self):
# class ErrorModel:
# class CodeCapacity(ErrorModel):
# class Depolarizing(ErrorModel):
# class Phenomenological(ErrorModel):
# class CircuitLevel(ErrorModel):
# class PhaseFlip(ErrorModel):
# class BitFlip(ErrorModel):
, which may include functions, classes, or code. Output only the next line. | sim = simulation.simulation(2, 'Surface Code', [model, 'Depolarizing Channel'], [decoder, 'MWPM'], path_to) |
Given the code snippet: <|code_start|> #
# QTop
#
# Copyright (c) 2016 Jacob Marks (jacob.marks@yale.edu)
#
# This file is part of QTop.
#
# QTop is free software: you can redistribute it and/or modify
# it under the terms of the GNU General Public License as published by
# the Free Software Foundation, either version 3 of the License, or
# (at your option) any later version.
sys.path.append('../')
sys.path.append('../src')
################## Surface Code Simulation ##################
path_to = str(sys.argv[1])
<|code_end|>
, generate the next line using the imports in this file:
import numpy as np
import sys
from src import common, simulation, error_models
from decoders import mwpm
and context (functions, classes, or occasionally code) from other files:
# Path: src/common.py
# def removekey(d, key):
# def colinear(p0, p1, p2):
# def manhattan_dist(A,B):
# def euclidean_dist(A,B):
# def Charge(X_charge = 0, Z_charge = 0):
# def Sign(count, num_sides):
# def __init__(self, depth, dimension = 2):
# def Syndrome(self, type, charge_type):
# def PhysicalErrors(self):
# def distance(self, type, node1, node2):
# def Assessment(self):
# class Code:
#
# Path: src/simulation.py
# class simulation:
#
# def __init__(self, dimension, code_type, model, decoder, path_to):
# self.model = model
# [self.decoder, self.decoder_type] = decoder
# [self.model, self.model_type] = model
# self.dimension = dimension
# self.code_type = code_type
# self.path = path_to
#
# def __call__(self, L, p):
# signal.signal(signal.SIGALRM, timeout_handler)
# signal.alarm(10)
# if self.code_type == 'Surface Code':
# code = SurfaceCode(L, self.dimension)
# if self.code_type == '6-6-6 Color Code':
# code = Color_6_6_6(L, self.dimension)
# code = code.CodeCycle(self.model, p)
# try:
# decoders.Decode(code, self.decoder)
# return code.Assessment()
# except TimeoutException:
# return self(L, p)
# except ValueError:
# return self(L, p)
#
# Path: src/error_models.py
# def PauliX(charge, dim):
# def PauliZ(charge, dim):
# def PauliXZ(charge, dim):
# def Identity_Channel(charge):
# def PhaseFlip_Channel(charge, dim, p):
# def BitFlip_Channel(charge, dim, p):
# def Correlated_Channel(charge, dim, p):
# def BP_Channel(charge, dim, p):
# def Depolarizing_Channel(charge, dim, p):
# def Depolarizing_Helper(charge, dim):
# def Error_Channel(charge, dim, p, type):
# def __init__(self, **kwargs):
# def Initialize(self, code, type, p):
# def Identity(self, code, p):
# def Fourier(self, code, type, p):
# def Measure(self, code, type, p):
# def Sum(self, code, count, num_sides, type, charge_type, control_p, target_p):
# def __init__(self):
# def __init__(self):
# def __init__(self):
# def __init__(self):
# def __init__(self):
# def __init__(self):
# class ErrorModel:
# class CodeCapacity(ErrorModel):
# class Depolarizing(ErrorModel):
# class Phenomenological(ErrorModel):
# class CircuitLevel(ErrorModel):
# class PhaseFlip(ErrorModel):
# class BitFlip(ErrorModel):
. Output only the next line. | model = error_models.Depolarizing() |
Based on the snippet: <|code_start|> #
# QTop
#
# Copyright (c) 2016 Jacob Marks (jacob.marks@yale.edu)
#
# This file is part of QTop.
#
# QTop is free software: you can redistribute it and/or modify
# it under the terms of the GNU General Public License as published by
# the Free Software Foundation, either version 3 of the License, or
# (at your option) any later version.
sys.path.append('../')
sys.path.append('decoders/')
################## Testing ##################
L, d, p = 7, 5, 0.06
<|code_end|>
, predict the immediate next line with the help of imports:
import sys
import networkx as nx
import numpy as np
import matplotlib.pyplot as plt
from src import common, color_codes, error_models, visualization
from gcc import *
and context (classes, functions, sometimes code) from other files:
# Path: src/common.py
# def removekey(d, key):
# def colinear(p0, p1, p2):
# def manhattan_dist(A,B):
# def euclidean_dist(A,B):
# def Charge(X_charge = 0, Z_charge = 0):
# def Sign(count, num_sides):
# def __init__(self, depth, dimension = 2):
# def Syndrome(self, type, charge_type):
# def PhysicalErrors(self):
# def distance(self, type, node1, node2):
# def Assessment(self):
# class Code:
#
# Path: src/color_codes.py
# class ColorCode(Code):
# class Color_6_6_6(ColorCode):
# def __init__(self, depth, dimension = 2):
# def generateColors(self):
# def complementaryType(self, types):
# def complementaryTypes(self, type):
# def Sign(self, count, num_sides = 6):
# def Plaquette(self, measure_qubit, type):
# def generateDual(self):
# def CodeCycle(self, model, p):
# def generatePrimalEdges(self):
# def PrimalBound(self, count, type, measures):
# def hasLogicalError(self):
# def __init__(self, depth, dimension = 2):
# def generateCode(self):
# N = int(float(depth)/2)
# P = self.Plaquette(measures[m], m)
#
# Path: src/error_models.py
# def PauliX(charge, dim):
# def PauliZ(charge, dim):
# def PauliXZ(charge, dim):
# def Identity_Channel(charge):
# def PhaseFlip_Channel(charge, dim, p):
# def BitFlip_Channel(charge, dim, p):
# def Correlated_Channel(charge, dim, p):
# def BP_Channel(charge, dim, p):
# def Depolarizing_Channel(charge, dim, p):
# def Depolarizing_Helper(charge, dim):
# def Error_Channel(charge, dim, p, type):
# def __init__(self, **kwargs):
# def Initialize(self, code, type, p):
# def Identity(self, code, p):
# def Fourier(self, code, type, p):
# def Measure(self, code, type, p):
# def Sum(self, code, count, num_sides, type, charge_type, control_p, target_p):
# def __init__(self):
# def __init__(self):
# def __init__(self):
# def __init__(self):
# def __init__(self):
# def __init__(self):
# class ErrorModel:
# class CodeCapacity(ErrorModel):
# class Depolarizing(ErrorModel):
# class Phenomenological(ErrorModel):
# class CircuitLevel(ErrorModel):
# class PhaseFlip(ErrorModel):
# class BitFlip(ErrorModel):
#
# Path: src/visualization.py
# def PlotPrimal(code, title, plot_number = 1):
# def PlotDual(code, title, plot_number = 2):
# def PlotPlaquette(code, title, plot_number = 3):
# def PlotShrunk(code, type, title, plot_number = 4):
. Output only the next line. | code = color_codes.Color_6_6_6(L,d) |
Next line prediction: <|code_start|> #
# QTop
#
# Copyright (c) 2016 Jacob Marks (jacob.marks@yale.edu)
#
# This file is part of QTop.
#
# QTop is free software: you can redistribute it and/or modify
# it under the terms of the GNU General Public License as published by
# the Free Software Foundation, either version 3 of the License, or
# (at your option) any later version.
sys.path.append('../')
sys.path.append('decoders/')
################## Testing ##################
L, d, p = 7, 5, 0.06
code = color_codes.Color_6_6_6(L,d)
<|code_end|>
. Use current file imports:
(import sys
import networkx as nx
import numpy as np
import matplotlib.pyplot as plt
from src import common, color_codes, error_models, visualization
from gcc import *)
and context including class names, function names, or small code snippets from other files:
# Path: src/common.py
# def removekey(d, key):
# def colinear(p0, p1, p2):
# def manhattan_dist(A,B):
# def euclidean_dist(A,B):
# def Charge(X_charge = 0, Z_charge = 0):
# def Sign(count, num_sides):
# def __init__(self, depth, dimension = 2):
# def Syndrome(self, type, charge_type):
# def PhysicalErrors(self):
# def distance(self, type, node1, node2):
# def Assessment(self):
# class Code:
#
# Path: src/color_codes.py
# class ColorCode(Code):
# class Color_6_6_6(ColorCode):
# def __init__(self, depth, dimension = 2):
# def generateColors(self):
# def complementaryType(self, types):
# def complementaryTypes(self, type):
# def Sign(self, count, num_sides = 6):
# def Plaquette(self, measure_qubit, type):
# def generateDual(self):
# def CodeCycle(self, model, p):
# def generatePrimalEdges(self):
# def PrimalBound(self, count, type, measures):
# def hasLogicalError(self):
# def __init__(self, depth, dimension = 2):
# def generateCode(self):
# N = int(float(depth)/2)
# P = self.Plaquette(measures[m], m)
#
# Path: src/error_models.py
# def PauliX(charge, dim):
# def PauliZ(charge, dim):
# def PauliXZ(charge, dim):
# def Identity_Channel(charge):
# def PhaseFlip_Channel(charge, dim, p):
# def BitFlip_Channel(charge, dim, p):
# def Correlated_Channel(charge, dim, p):
# def BP_Channel(charge, dim, p):
# def Depolarizing_Channel(charge, dim, p):
# def Depolarizing_Helper(charge, dim):
# def Error_Channel(charge, dim, p, type):
# def __init__(self, **kwargs):
# def Initialize(self, code, type, p):
# def Identity(self, code, p):
# def Fourier(self, code, type, p):
# def Measure(self, code, type, p):
# def Sum(self, code, count, num_sides, type, charge_type, control_p, target_p):
# def __init__(self):
# def __init__(self):
# def __init__(self):
# def __init__(self):
# def __init__(self):
# def __init__(self):
# class ErrorModel:
# class CodeCapacity(ErrorModel):
# class Depolarizing(ErrorModel):
# class Phenomenological(ErrorModel):
# class CircuitLevel(ErrorModel):
# class PhaseFlip(ErrorModel):
# class BitFlip(ErrorModel):
#
# Path: src/visualization.py
# def PlotPrimal(code, title, plot_number = 1):
# def PlotDual(code, title, plot_number = 2):
# def PlotPlaquette(code, title, plot_number = 3):
# def PlotShrunk(code, type, title, plot_number = 4):
. Output only the next line. | model = error_models.CodeCapacity() |
Next line prediction: <|code_start|> #
# QTop
#
# Copyright (c) 2016 Jacob Marks (jacob.marks@yale.edu)
#
# This file is part of QTop.
#
# QTop is free software: you can redistribute it and/or modify
# it under the terms of the GNU General Public License as published by
# the Free Software Foundation, either version 3 of the License, or
# (at your option) any later version.
sys.path.append('../')
sys.path.append('decoders/')
################## Testing ##################
L, d, p = 7, 5, 0.06
code = color_codes.Color_6_6_6(L,d)
model = error_models.CodeCapacity()
code = code.CodeCycle(model, p)
<|code_end|>
. Use current file imports:
(import sys
import networkx as nx
import numpy as np
import matplotlib.pyplot as plt
from src import common, color_codes, error_models, visualization
from gcc import *)
and context including class names, function names, or small code snippets from other files:
# Path: src/common.py
# def removekey(d, key):
# def colinear(p0, p1, p2):
# def manhattan_dist(A,B):
# def euclidean_dist(A,B):
# def Charge(X_charge = 0, Z_charge = 0):
# def Sign(count, num_sides):
# def __init__(self, depth, dimension = 2):
# def Syndrome(self, type, charge_type):
# def PhysicalErrors(self):
# def distance(self, type, node1, node2):
# def Assessment(self):
# class Code:
#
# Path: src/color_codes.py
# class ColorCode(Code):
# class Color_6_6_6(ColorCode):
# def __init__(self, depth, dimension = 2):
# def generateColors(self):
# def complementaryType(self, types):
# def complementaryTypes(self, type):
# def Sign(self, count, num_sides = 6):
# def Plaquette(self, measure_qubit, type):
# def generateDual(self):
# def CodeCycle(self, model, p):
# def generatePrimalEdges(self):
# def PrimalBound(self, count, type, measures):
# def hasLogicalError(self):
# def __init__(self, depth, dimension = 2):
# def generateCode(self):
# N = int(float(depth)/2)
# P = self.Plaquette(measures[m], m)
#
# Path: src/error_models.py
# def PauliX(charge, dim):
# def PauliZ(charge, dim):
# def PauliXZ(charge, dim):
# def Identity_Channel(charge):
# def PhaseFlip_Channel(charge, dim, p):
# def BitFlip_Channel(charge, dim, p):
# def Correlated_Channel(charge, dim, p):
# def BP_Channel(charge, dim, p):
# def Depolarizing_Channel(charge, dim, p):
# def Depolarizing_Helper(charge, dim):
# def Error_Channel(charge, dim, p, type):
# def __init__(self, **kwargs):
# def Initialize(self, code, type, p):
# def Identity(self, code, p):
# def Fourier(self, code, type, p):
# def Measure(self, code, type, p):
# def Sum(self, code, count, num_sides, type, charge_type, control_p, target_p):
# def __init__(self):
# def __init__(self):
# def __init__(self):
# def __init__(self):
# def __init__(self):
# def __init__(self):
# class ErrorModel:
# class CodeCapacity(ErrorModel):
# class Depolarizing(ErrorModel):
# class Phenomenological(ErrorModel):
# class CircuitLevel(ErrorModel):
# class PhaseFlip(ErrorModel):
# class BitFlip(ErrorModel):
#
# Path: src/visualization.py
# def PlotPrimal(code, title, plot_number = 1):
# def PlotDual(code, title, plot_number = 2):
# def PlotPlaquette(code, title, plot_number = 3):
# def PlotShrunk(code, type, title, plot_number = 4):
. Output only the next line. | visualization.PlotPlaquette(code, "Before Decoding", 1) |
Predict the next line after this snippet: <|code_start|> #
# QTop
#
# Copyright (c) 2016 Jacob Marks (jacob.marks@yale.edu)
#
# This file is part of QTop.
#
# QTop is free software: you can redistribute it and/or modify
# it under the terms of the GNU General Public License as published by
# the Free Software Foundation, either version 3 of the License, or
# (at your option) any later version.
sys.path.append('../')
sys.path.append('decoders/')
L, d, p = 7, 2, .2
<|code_end|>
using the current file's imports:
import sys
import networkx as nx
import numpy as np
import matplotlib.pyplot as plt
from src import surface_codes, error_models, visualization
from mwpm import *
and any relevant context from other files:
# Path: src/surface_codes.py
# def check0(qubit):
# def check1(qubit):
# def check2(qubit):
# def check3(qubit):
# def __init__(self, depth, dimension = 2):
# def Plaquette(self, qubit):
# def generateColors(self):
# def Sign(self, count, num_sides):
# def generateCode(self):
# def generateDual(self):
# def CodeCycle(self, model, p = 0):
# def hasLogicalError(self):
# class SurfaceCode(Code):
#
# Path: src/error_models.py
# def PauliX(charge, dim):
# def PauliZ(charge, dim):
# def PauliXZ(charge, dim):
# def Identity_Channel(charge):
# def PhaseFlip_Channel(charge, dim, p):
# def BitFlip_Channel(charge, dim, p):
# def Correlated_Channel(charge, dim, p):
# def BP_Channel(charge, dim, p):
# def Depolarizing_Channel(charge, dim, p):
# def Depolarizing_Helper(charge, dim):
# def Error_Channel(charge, dim, p, type):
# def __init__(self, **kwargs):
# def Initialize(self, code, type, p):
# def Identity(self, code, p):
# def Fourier(self, code, type, p):
# def Measure(self, code, type, p):
# def Sum(self, code, count, num_sides, type, charge_type, control_p, target_p):
# def __init__(self):
# def __init__(self):
# def __init__(self):
# def __init__(self):
# def __init__(self):
# def __init__(self):
# class ErrorModel:
# class CodeCapacity(ErrorModel):
# class Depolarizing(ErrorModel):
# class Phenomenological(ErrorModel):
# class CircuitLevel(ErrorModel):
# class PhaseFlip(ErrorModel):
# class BitFlip(ErrorModel):
#
# Path: src/visualization.py
# def PlotPrimal(code, title, plot_number = 1):
# def PlotDual(code, title, plot_number = 2):
# def PlotPlaquette(code, title, plot_number = 3):
# def PlotShrunk(code, type, title, plot_number = 4):
. Output only the next line. | code = surface_codes.SurfaceCode(L, d) |
Using the snippet: <|code_start|> #
# QTop
#
# Copyright (c) 2016 Jacob Marks (jacob.marks@yale.edu)
#
# This file is part of QTop.
#
# QTop is free software: you can redistribute it and/or modify
# it under the terms of the GNU General Public License as published by
# the Free Software Foundation, either version 3 of the License, or
# (at your option) any later version.
sys.path.append('../')
sys.path.append('decoders/')
L, d, p = 7, 2, .2
code = surface_codes.SurfaceCode(L, d)
<|code_end|>
, determine the next line of code. You have imports:
import sys
import networkx as nx
import numpy as np
import matplotlib.pyplot as plt
from src import surface_codes, error_models, visualization
from mwpm import *
and context (class names, function names, or code) available:
# Path: src/surface_codes.py
# def check0(qubit):
# def check1(qubit):
# def check2(qubit):
# def check3(qubit):
# def __init__(self, depth, dimension = 2):
# def Plaquette(self, qubit):
# def generateColors(self):
# def Sign(self, count, num_sides):
# def generateCode(self):
# def generateDual(self):
# def CodeCycle(self, model, p = 0):
# def hasLogicalError(self):
# class SurfaceCode(Code):
#
# Path: src/error_models.py
# def PauliX(charge, dim):
# def PauliZ(charge, dim):
# def PauliXZ(charge, dim):
# def Identity_Channel(charge):
# def PhaseFlip_Channel(charge, dim, p):
# def BitFlip_Channel(charge, dim, p):
# def Correlated_Channel(charge, dim, p):
# def BP_Channel(charge, dim, p):
# def Depolarizing_Channel(charge, dim, p):
# def Depolarizing_Helper(charge, dim):
# def Error_Channel(charge, dim, p, type):
# def __init__(self, **kwargs):
# def Initialize(self, code, type, p):
# def Identity(self, code, p):
# def Fourier(self, code, type, p):
# def Measure(self, code, type, p):
# def Sum(self, code, count, num_sides, type, charge_type, control_p, target_p):
# def __init__(self):
# def __init__(self):
# def __init__(self):
# def __init__(self):
# def __init__(self):
# def __init__(self):
# class ErrorModel:
# class CodeCapacity(ErrorModel):
# class Depolarizing(ErrorModel):
# class Phenomenological(ErrorModel):
# class CircuitLevel(ErrorModel):
# class PhaseFlip(ErrorModel):
# class BitFlip(ErrorModel):
#
# Path: src/visualization.py
# def PlotPrimal(code, title, plot_number = 1):
# def PlotDual(code, title, plot_number = 2):
# def PlotPlaquette(code, title, plot_number = 3):
# def PlotShrunk(code, type, title, plot_number = 4):
. Output only the next line. | model = error_models.CodeCapacity() |
Next line prediction: <|code_start|> #
# QTop
#
# Copyright (c) 2016 Jacob Marks (jacob.marks@yale.edu)
#
# This file is part of QTop.
#
# QTop is free software: you can redistribute it and/or modify
# it under the terms of the GNU General Public License as published by
# the Free Software Foundation, either version 3 of the License, or
# (at your option) any later version.
sys.path.append('../')
sys.path.append('decoders/')
L, d, p = 7, 2, .2
code = surface_codes.SurfaceCode(L, d)
model = error_models.CodeCapacity()
code = code.CodeCycle(model, p)
<|code_end|>
. Use current file imports:
(import sys
import networkx as nx
import numpy as np
import matplotlib.pyplot as plt
from src import surface_codes, error_models, visualization
from mwpm import *)
and context including class names, function names, or small code snippets from other files:
# Path: src/surface_codes.py
# def check0(qubit):
# def check1(qubit):
# def check2(qubit):
# def check3(qubit):
# def __init__(self, depth, dimension = 2):
# def Plaquette(self, qubit):
# def generateColors(self):
# def Sign(self, count, num_sides):
# def generateCode(self):
# def generateDual(self):
# def CodeCycle(self, model, p = 0):
# def hasLogicalError(self):
# class SurfaceCode(Code):
#
# Path: src/error_models.py
# def PauliX(charge, dim):
# def PauliZ(charge, dim):
# def PauliXZ(charge, dim):
# def Identity_Channel(charge):
# def PhaseFlip_Channel(charge, dim, p):
# def BitFlip_Channel(charge, dim, p):
# def Correlated_Channel(charge, dim, p):
# def BP_Channel(charge, dim, p):
# def Depolarizing_Channel(charge, dim, p):
# def Depolarizing_Helper(charge, dim):
# def Error_Channel(charge, dim, p, type):
# def __init__(self, **kwargs):
# def Initialize(self, code, type, p):
# def Identity(self, code, p):
# def Fourier(self, code, type, p):
# def Measure(self, code, type, p):
# def Sum(self, code, count, num_sides, type, charge_type, control_p, target_p):
# def __init__(self):
# def __init__(self):
# def __init__(self):
# def __init__(self):
# def __init__(self):
# def __init__(self):
# class ErrorModel:
# class CodeCapacity(ErrorModel):
# class Depolarizing(ErrorModel):
# class Phenomenological(ErrorModel):
# class CircuitLevel(ErrorModel):
# class PhaseFlip(ErrorModel):
# class BitFlip(ErrorModel):
#
# Path: src/visualization.py
# def PlotPrimal(code, title, plot_number = 1):
# def PlotDual(code, title, plot_number = 2):
# def PlotPlaquette(code, title, plot_number = 3):
# def PlotShrunk(code, type, title, plot_number = 4):
. Output only the next line. | visualization.PlotPlaquette(code, "Before Decoding", 1) |
Given snippet: <|code_start|> #
# QTop
#
# Copyright (c) 2016 Jacob Marks (jacob.marks@yale.edu)
#
# This file is part of QTop.
#
# QTop is free software: you can redistribute it and/or modify
# it under the terms of the GNU General Public License as published by
# the Free Software Foundation, either version 3 of the License, or
# (at your option) any later version.
sys.path.append('../')
sys.path.append('../src')
################## Surface Code Simulation ##################
path_to = str(sys.argv[1])
model = error_models.Depolarizing()
decoder = gcc.GCC_decoder()
L_vals = [9,11,13]
p_vals = np.linspace(0.07,0.15,15)
num_trials = 30000
d = 101
<|code_end|>
, continue by predicting the next line. Consider current file imports:
import numpy as np
import sys
from src import common, simulation, error_models
from decoders import gcc
and context:
# Path: src/common.py
# def removekey(d, key):
# def colinear(p0, p1, p2):
# def manhattan_dist(A,B):
# def euclidean_dist(A,B):
# def Charge(X_charge = 0, Z_charge = 0):
# def Sign(count, num_sides):
# def __init__(self, depth, dimension = 2):
# def Syndrome(self, type, charge_type):
# def PhysicalErrors(self):
# def distance(self, type, node1, node2):
# def Assessment(self):
# class Code:
#
# Path: src/simulation.py
# class simulation:
#
# def __init__(self, dimension, code_type, model, decoder, path_to):
# self.model = model
# [self.decoder, self.decoder_type] = decoder
# [self.model, self.model_type] = model
# self.dimension = dimension
# self.code_type = code_type
# self.path = path_to
#
# def __call__(self, L, p):
# signal.signal(signal.SIGALRM, timeout_handler)
# signal.alarm(10)
# if self.code_type == 'Surface Code':
# code = SurfaceCode(L, self.dimension)
# if self.code_type == '6-6-6 Color Code':
# code = Color_6_6_6(L, self.dimension)
# code = code.CodeCycle(self.model, p)
# try:
# decoders.Decode(code, self.decoder)
# return code.Assessment()
# except TimeoutException:
# return self(L, p)
# except ValueError:
# return self(L, p)
#
# Path: src/error_models.py
# def PauliX(charge, dim):
# def PauliZ(charge, dim):
# def PauliXZ(charge, dim):
# def Identity_Channel(charge):
# def PhaseFlip_Channel(charge, dim, p):
# def BitFlip_Channel(charge, dim, p):
# def Correlated_Channel(charge, dim, p):
# def BP_Channel(charge, dim, p):
# def Depolarizing_Channel(charge, dim, p):
# def Depolarizing_Helper(charge, dim):
# def Error_Channel(charge, dim, p, type):
# def __init__(self, **kwargs):
# def Initialize(self, code, type, p):
# def Identity(self, code, p):
# def Fourier(self, code, type, p):
# def Measure(self, code, type, p):
# def Sum(self, code, count, num_sides, type, charge_type, control_p, target_p):
# def __init__(self):
# def __init__(self):
# def __init__(self):
# def __init__(self):
# def __init__(self):
# def __init__(self):
# class ErrorModel:
# class CodeCapacity(ErrorModel):
# class Depolarizing(ErrorModel):
# class Phenomenological(ErrorModel):
# class CircuitLevel(ErrorModel):
# class PhaseFlip(ErrorModel):
# class BitFlip(ErrorModel):
which might include code, classes, or functions. Output only the next line. | sim = simulation.simulation(d, '6-6-6 Color Code', [model, 'Depolarizing Channel'], [decoder, 'GCC'], path_to) |
Given the code snippet: <|code_start|> #
# QTop
#
# Copyright (c) 2016 Jacob Marks (jacob.marks@yale.edu)
#
# This file is part of QTop.
#
# QTop is free software: you can redistribute it and/or modify
# it under the terms of the GNU General Public License as published by
# the Free Software Foundation, either version 3 of the License, or
# (at your option) any later version.
sys.path.append('../')
sys.path.append('../src')
################## Surface Code Simulation ##################
path_to = str(sys.argv[1])
<|code_end|>
, generate the next line using the imports in this file:
import numpy as np
import sys
from src import common, simulation, error_models
from decoders import gcc
and context (functions, classes, or occasionally code) from other files:
# Path: src/common.py
# def removekey(d, key):
# def colinear(p0, p1, p2):
# def manhattan_dist(A,B):
# def euclidean_dist(A,B):
# def Charge(X_charge = 0, Z_charge = 0):
# def Sign(count, num_sides):
# def __init__(self, depth, dimension = 2):
# def Syndrome(self, type, charge_type):
# def PhysicalErrors(self):
# def distance(self, type, node1, node2):
# def Assessment(self):
# class Code:
#
# Path: src/simulation.py
# class simulation:
#
# def __init__(self, dimension, code_type, model, decoder, path_to):
# self.model = model
# [self.decoder, self.decoder_type] = decoder
# [self.model, self.model_type] = model
# self.dimension = dimension
# self.code_type = code_type
# self.path = path_to
#
# def __call__(self, L, p):
# signal.signal(signal.SIGALRM, timeout_handler)
# signal.alarm(10)
# if self.code_type == 'Surface Code':
# code = SurfaceCode(L, self.dimension)
# if self.code_type == '6-6-6 Color Code':
# code = Color_6_6_6(L, self.dimension)
# code = code.CodeCycle(self.model, p)
# try:
# decoders.Decode(code, self.decoder)
# return code.Assessment()
# except TimeoutException:
# return self(L, p)
# except ValueError:
# return self(L, p)
#
# Path: src/error_models.py
# def PauliX(charge, dim):
# def PauliZ(charge, dim):
# def PauliXZ(charge, dim):
# def Identity_Channel(charge):
# def PhaseFlip_Channel(charge, dim, p):
# def BitFlip_Channel(charge, dim, p):
# def Correlated_Channel(charge, dim, p):
# def BP_Channel(charge, dim, p):
# def Depolarizing_Channel(charge, dim, p):
# def Depolarizing_Helper(charge, dim):
# def Error_Channel(charge, dim, p, type):
# def __init__(self, **kwargs):
# def Initialize(self, code, type, p):
# def Identity(self, code, p):
# def Fourier(self, code, type, p):
# def Measure(self, code, type, p):
# def Sum(self, code, count, num_sides, type, charge_type, control_p, target_p):
# def __init__(self):
# def __init__(self):
# def __init__(self):
# def __init__(self):
# def __init__(self):
# def __init__(self):
# class ErrorModel:
# class CodeCapacity(ErrorModel):
# class Depolarizing(ErrorModel):
# class Phenomenological(ErrorModel):
# class CircuitLevel(ErrorModel):
# class PhaseFlip(ErrorModel):
# class BitFlip(ErrorModel):
. Output only the next line. | model = error_models.Depolarizing() |
Given snippet: <|code_start|> #
# QTop
#
# Copyright (c) 2016 Jacob Marks (jacob.marks@yale.edu)
#
# This file is part of QTop.
#
# QTop is free software: you can redistribute it and/or modify
# it under the terms of the GNU General Public License as published by
# the Free Software Foundation, either version 3 of the License, or
# (at your option) any later version.
sys.path.append('../')
sys.path.append('../src')
################## Surface Code Simulation ##################
path_to = str(sys.argv[1])
model = error_models.BitFlip()
decoder = gcc.GCC_decoder()
L_vals = [9,11,13]
p_vals = np.linspace(0.07,0.16,15)
num_trials = 30000
d = 25
<|code_end|>
, continue by predicting the next line. Consider current file imports:
import numpy as np
import sys
from src import common, simulation, error_models
from decoders import gcc
and context:
# Path: src/common.py
# def removekey(d, key):
# def colinear(p0, p1, p2):
# def manhattan_dist(A,B):
# def euclidean_dist(A,B):
# def Charge(X_charge = 0, Z_charge = 0):
# def Sign(count, num_sides):
# def __init__(self, depth, dimension = 2):
# def Syndrome(self, type, charge_type):
# def PhysicalErrors(self):
# def distance(self, type, node1, node2):
# def Assessment(self):
# class Code:
#
# Path: src/simulation.py
# class simulation:
#
# def __init__(self, dimension, code_type, model, decoder, path_to):
# self.model = model
# [self.decoder, self.decoder_type] = decoder
# [self.model, self.model_type] = model
# self.dimension = dimension
# self.code_type = code_type
# self.path = path_to
#
# def __call__(self, L, p):
# signal.signal(signal.SIGALRM, timeout_handler)
# signal.alarm(10)
# if self.code_type == 'Surface Code':
# code = SurfaceCode(L, self.dimension)
# if self.code_type == '6-6-6 Color Code':
# code = Color_6_6_6(L, self.dimension)
# code = code.CodeCycle(self.model, p)
# try:
# decoders.Decode(code, self.decoder)
# return code.Assessment()
# except TimeoutException:
# return self(L, p)
# except ValueError:
# return self(L, p)
#
# Path: src/error_models.py
# def PauliX(charge, dim):
# def PauliZ(charge, dim):
# def PauliXZ(charge, dim):
# def Identity_Channel(charge):
# def PhaseFlip_Channel(charge, dim, p):
# def BitFlip_Channel(charge, dim, p):
# def Correlated_Channel(charge, dim, p):
# def BP_Channel(charge, dim, p):
# def Depolarizing_Channel(charge, dim, p):
# def Depolarizing_Helper(charge, dim):
# def Error_Channel(charge, dim, p, type):
# def __init__(self, **kwargs):
# def Initialize(self, code, type, p):
# def Identity(self, code, p):
# def Fourier(self, code, type, p):
# def Measure(self, code, type, p):
# def Sum(self, code, count, num_sides, type, charge_type, control_p, target_p):
# def __init__(self):
# def __init__(self):
# def __init__(self):
# def __init__(self):
# def __init__(self):
# def __init__(self):
# class ErrorModel:
# class CodeCapacity(ErrorModel):
# class Depolarizing(ErrorModel):
# class Phenomenological(ErrorModel):
# class CircuitLevel(ErrorModel):
# class PhaseFlip(ErrorModel):
# class BitFlip(ErrorModel):
which might include code, classes, or functions. Output only the next line. | sim = simulation.simulation(d, '6-6-6 Color Code', [model, 'Bit Flip Channel'], [decoder, 'GCC'], path_to) |
Here is a snippet: <|code_start|> #
# QTop
#
# Copyright (c) 2016 Jacob Marks (jacob.marks@yale.edu)
#
# This file is part of QTop.
#
# QTop is free software: you can redistribute it and/or modify
# it under the terms of the GNU General Public License as published by
# the Free Software Foundation, either version 3 of the License, or
# (at your option) any later version.
sys.path.append('../')
sys.path.append('../src')
################## Surface Code Simulation ##################
path_to = str(sys.argv[1])
<|code_end|>
. Write the next line using the current file imports:
import numpy as np
import sys
from src import common, simulation, error_models
from decoders import gcc
and context from other files:
# Path: src/common.py
# def removekey(d, key):
# def colinear(p0, p1, p2):
# def manhattan_dist(A,B):
# def euclidean_dist(A,B):
# def Charge(X_charge = 0, Z_charge = 0):
# def Sign(count, num_sides):
# def __init__(self, depth, dimension = 2):
# def Syndrome(self, type, charge_type):
# def PhysicalErrors(self):
# def distance(self, type, node1, node2):
# def Assessment(self):
# class Code:
#
# Path: src/simulation.py
# class simulation:
#
# def __init__(self, dimension, code_type, model, decoder, path_to):
# self.model = model
# [self.decoder, self.decoder_type] = decoder
# [self.model, self.model_type] = model
# self.dimension = dimension
# self.code_type = code_type
# self.path = path_to
#
# def __call__(self, L, p):
# signal.signal(signal.SIGALRM, timeout_handler)
# signal.alarm(10)
# if self.code_type == 'Surface Code':
# code = SurfaceCode(L, self.dimension)
# if self.code_type == '6-6-6 Color Code':
# code = Color_6_6_6(L, self.dimension)
# code = code.CodeCycle(self.model, p)
# try:
# decoders.Decode(code, self.decoder)
# return code.Assessment()
# except TimeoutException:
# return self(L, p)
# except ValueError:
# return self(L, p)
#
# Path: src/error_models.py
# def PauliX(charge, dim):
# def PauliZ(charge, dim):
# def PauliXZ(charge, dim):
# def Identity_Channel(charge):
# def PhaseFlip_Channel(charge, dim, p):
# def BitFlip_Channel(charge, dim, p):
# def Correlated_Channel(charge, dim, p):
# def BP_Channel(charge, dim, p):
# def Depolarizing_Channel(charge, dim, p):
# def Depolarizing_Helper(charge, dim):
# def Error_Channel(charge, dim, p, type):
# def __init__(self, **kwargs):
# def Initialize(self, code, type, p):
# def Identity(self, code, p):
# def Fourier(self, code, type, p):
# def Measure(self, code, type, p):
# def Sum(self, code, count, num_sides, type, charge_type, control_p, target_p):
# def __init__(self):
# def __init__(self):
# def __init__(self):
# def __init__(self):
# def __init__(self):
# def __init__(self):
# class ErrorModel:
# class CodeCapacity(ErrorModel):
# class Depolarizing(ErrorModel):
# class Phenomenological(ErrorModel):
# class CircuitLevel(ErrorModel):
# class PhaseFlip(ErrorModel):
# class BitFlip(ErrorModel):
, which may include functions, classes, or code. Output only the next line. | model = error_models.BitFlip() |
Predict the next line after this snippet: <|code_start|> #
# QTop
#
# Copyright (c) 2016 Jacob Marks (jacob.marks@yale.edu)
#
# This file is part of QTop.
#
# QTop is free software: you can redistribute it and/or modify
# it under the terms of the GNU General Public License as published by
# the Free Software Foundation, either version 3 of the License, or
# (at your option) any later version.
sys.path.append('../')
sys.path.append('../src')
################## Surface Code Simulation ##################
path_to = str(sys.argv[1])
model = error_models.BitFlip()
decoder = mwpm.MWPM_decoder()
<|code_end|>
using the current file's imports:
import numpy as np
import sys
from src import common, simulation, error_models
from decoders import mwpm
and any relevant context from other files:
# Path: src/common.py
# def removekey(d, key):
# def colinear(p0, p1, p2):
# def manhattan_dist(A,B):
# def euclidean_dist(A,B):
# def Charge(X_charge = 0, Z_charge = 0):
# def Sign(count, num_sides):
# def __init__(self, depth, dimension = 2):
# def Syndrome(self, type, charge_type):
# def PhysicalErrors(self):
# def distance(self, type, node1, node2):
# def Assessment(self):
# class Code:
#
# Path: src/simulation.py
# class simulation:
#
# def __init__(self, dimension, code_type, model, decoder, path_to):
# self.model = model
# [self.decoder, self.decoder_type] = decoder
# [self.model, self.model_type] = model
# self.dimension = dimension
# self.code_type = code_type
# self.path = path_to
#
# def __call__(self, L, p):
# signal.signal(signal.SIGALRM, timeout_handler)
# signal.alarm(10)
# if self.code_type == 'Surface Code':
# code = SurfaceCode(L, self.dimension)
# if self.code_type == '6-6-6 Color Code':
# code = Color_6_6_6(L, self.dimension)
# code = code.CodeCycle(self.model, p)
# try:
# decoders.Decode(code, self.decoder)
# return code.Assessment()
# except TimeoutException:
# return self(L, p)
# except ValueError:
# return self(L, p)
#
# Path: src/error_models.py
# def PauliX(charge, dim):
# def PauliZ(charge, dim):
# def PauliXZ(charge, dim):
# def Identity_Channel(charge):
# def PhaseFlip_Channel(charge, dim, p):
# def BitFlip_Channel(charge, dim, p):
# def Correlated_Channel(charge, dim, p):
# def BP_Channel(charge, dim, p):
# def Depolarizing_Channel(charge, dim, p):
# def Depolarizing_Helper(charge, dim):
# def Error_Channel(charge, dim, p, type):
# def __init__(self, **kwargs):
# def Initialize(self, code, type, p):
# def Identity(self, code, p):
# def Fourier(self, code, type, p):
# def Measure(self, code, type, p):
# def Sum(self, code, count, num_sides, type, charge_type, control_p, target_p):
# def __init__(self):
# def __init__(self):
# def __init__(self):
# def __init__(self):
# def __init__(self):
# def __init__(self):
# class ErrorModel:
# class CodeCapacity(ErrorModel):
# class Depolarizing(ErrorModel):
# class Phenomenological(ErrorModel):
# class CircuitLevel(ErrorModel):
# class PhaseFlip(ErrorModel):
# class BitFlip(ErrorModel):
. Output only the next line. | sim = simulation.simulation(2, 'Surface Code', [model, 'Bit Flip Channel'], [decoder, 'MWPM'], path_to) |
Given the code snippet: <|code_start|> #
# QTop
#
# Copyright (c) 2016 Jacob Marks (jacob.marks@yale.edu)
#
# This file is part of QTop.
#
# QTop is free software: you can redistribute it and/or modify
# it under the terms of the GNU General Public License as published by
# the Free Software Foundation, either version 3 of the License, or
# (at your option) any later version.
sys.path.append('../')
sys.path.append('../src')
################## Surface Code Simulation ##################
path_to = str(sys.argv[1])
<|code_end|>
, generate the next line using the imports in this file:
import numpy as np
import sys
from src import common, simulation, error_models
from decoders import mwpm
and context (functions, classes, or occasionally code) from other files:
# Path: src/common.py
# def removekey(d, key):
# def colinear(p0, p1, p2):
# def manhattan_dist(A,B):
# def euclidean_dist(A,B):
# def Charge(X_charge = 0, Z_charge = 0):
# def Sign(count, num_sides):
# def __init__(self, depth, dimension = 2):
# def Syndrome(self, type, charge_type):
# def PhysicalErrors(self):
# def distance(self, type, node1, node2):
# def Assessment(self):
# class Code:
#
# Path: src/simulation.py
# class simulation:
#
# def __init__(self, dimension, code_type, model, decoder, path_to):
# self.model = model
# [self.decoder, self.decoder_type] = decoder
# [self.model, self.model_type] = model
# self.dimension = dimension
# self.code_type = code_type
# self.path = path_to
#
# def __call__(self, L, p):
# signal.signal(signal.SIGALRM, timeout_handler)
# signal.alarm(10)
# if self.code_type == 'Surface Code':
# code = SurfaceCode(L, self.dimension)
# if self.code_type == '6-6-6 Color Code':
# code = Color_6_6_6(L, self.dimension)
# code = code.CodeCycle(self.model, p)
# try:
# decoders.Decode(code, self.decoder)
# return code.Assessment()
# except TimeoutException:
# return self(L, p)
# except ValueError:
# return self(L, p)
#
# Path: src/error_models.py
# def PauliX(charge, dim):
# def PauliZ(charge, dim):
# def PauliXZ(charge, dim):
# def Identity_Channel(charge):
# def PhaseFlip_Channel(charge, dim, p):
# def BitFlip_Channel(charge, dim, p):
# def Correlated_Channel(charge, dim, p):
# def BP_Channel(charge, dim, p):
# def Depolarizing_Channel(charge, dim, p):
# def Depolarizing_Helper(charge, dim):
# def Error_Channel(charge, dim, p, type):
# def __init__(self, **kwargs):
# def Initialize(self, code, type, p):
# def Identity(self, code, p):
# def Fourier(self, code, type, p):
# def Measure(self, code, type, p):
# def Sum(self, code, count, num_sides, type, charge_type, control_p, target_p):
# def __init__(self):
# def __init__(self):
# def __init__(self):
# def __init__(self):
# def __init__(self):
# def __init__(self):
# class ErrorModel:
# class CodeCapacity(ErrorModel):
# class Depolarizing(ErrorModel):
# class Phenomenological(ErrorModel):
# class CircuitLevel(ErrorModel):
# class PhaseFlip(ErrorModel):
# class BitFlip(ErrorModel):
. Output only the next line. | model = error_models.BitFlip() |
Next line prediction: <|code_start|>
class MWPM_decoder(surface_decoder):
def __call__(self, code):
return surface_decoder.__call__(self, code)
def algorithm(self):
return MWPM()
class MWPM(matching_algorithm):
def __init__(self):
pass
def __call__(self, code, Syndrome, type, charge_type):
matching = MinWeightMatching(code, Syndrome, type, charge_type)
code = Recovery(code, matching, type, charge_type)
return code
def MinWeightMatching(code, Syndrome, type, charge_type):
dim = code.dimension
# Fully connect check operators
for check1 in Syndrome.nodes():
for check2 in Syndrome.nodes():
if check1 != check2:
# weight = - code.distance(type, check1, check2)
<|code_end|>
. Use current file imports:
(from decoders import *
from matplotlib import path
from math import floor
from src import common
import sys
import networkx as nx
import numpy as np)
and context including class names, function names, or small code snippets from other files:
# Path: src/common.py
# def removekey(d, key):
# def colinear(p0, p1, p2):
# def manhattan_dist(A,B):
# def euclidean_dist(A,B):
# def Charge(X_charge = 0, Z_charge = 0):
# def Sign(count, num_sides):
# def __init__(self, depth, dimension = 2):
# def Syndrome(self, type, charge_type):
# def PhysicalErrors(self):
# def distance(self, type, node1, node2):
# def Assessment(self):
# class Code:
. Output only the next line. | weight = - common.euclidean_dist(check1, check2) |
Continue the code snippet: <|code_start|> #
# QTop
#
# Copyright (c) 2016 Jacob Marks (jacob.marks@yale.edu)
#
# This file is part of QTop.
#
# QTop is free software: you can redistribute it and/or modify
# it under the terms of the GNU General Public License as published by
# the Free Software Foundation, either version 3 of the License, or
# (at your option) any later version.
sys.path.append('../')
sys.path.append('../src')
################## Surface Code Simulation ##################
path_to = str(sys.argv[1])
model = error_models.BitFlip()
decoder = gcc.GCC_decoder()
L_vals = [9,11,13]
p_vals = np.linspace(0.07,0.16,15)
num_trials = 30000
d = 1001
<|code_end|>
. Use current file imports:
import numpy as np
import sys
from src import common, simulation, error_models
from decoders import gcc
and context (classes, functions, or code) from other files:
# Path: src/common.py
# def removekey(d, key):
# def colinear(p0, p1, p2):
# def manhattan_dist(A,B):
# def euclidean_dist(A,B):
# def Charge(X_charge = 0, Z_charge = 0):
# def Sign(count, num_sides):
# def __init__(self, depth, dimension = 2):
# def Syndrome(self, type, charge_type):
# def PhysicalErrors(self):
# def distance(self, type, node1, node2):
# def Assessment(self):
# class Code:
#
# Path: src/simulation.py
# class simulation:
#
# def __init__(self, dimension, code_type, model, decoder, path_to):
# self.model = model
# [self.decoder, self.decoder_type] = decoder
# [self.model, self.model_type] = model
# self.dimension = dimension
# self.code_type = code_type
# self.path = path_to
#
# def __call__(self, L, p):
# signal.signal(signal.SIGALRM, timeout_handler)
# signal.alarm(10)
# if self.code_type == 'Surface Code':
# code = SurfaceCode(L, self.dimension)
# if self.code_type == '6-6-6 Color Code':
# code = Color_6_6_6(L, self.dimension)
# code = code.CodeCycle(self.model, p)
# try:
# decoders.Decode(code, self.decoder)
# return code.Assessment()
# except TimeoutException:
# return self(L, p)
# except ValueError:
# return self(L, p)
#
# Path: src/error_models.py
# def PauliX(charge, dim):
# def PauliZ(charge, dim):
# def PauliXZ(charge, dim):
# def Identity_Channel(charge):
# def PhaseFlip_Channel(charge, dim, p):
# def BitFlip_Channel(charge, dim, p):
# def Correlated_Channel(charge, dim, p):
# def BP_Channel(charge, dim, p):
# def Depolarizing_Channel(charge, dim, p):
# def Depolarizing_Helper(charge, dim):
# def Error_Channel(charge, dim, p, type):
# def __init__(self, **kwargs):
# def Initialize(self, code, type, p):
# def Identity(self, code, p):
# def Fourier(self, code, type, p):
# def Measure(self, code, type, p):
# def Sum(self, code, count, num_sides, type, charge_type, control_p, target_p):
# def __init__(self):
# def __init__(self):
# def __init__(self):
# def __init__(self):
# def __init__(self):
# def __init__(self):
# class ErrorModel:
# class CodeCapacity(ErrorModel):
# class Depolarizing(ErrorModel):
# class Phenomenological(ErrorModel):
# class CircuitLevel(ErrorModel):
# class PhaseFlip(ErrorModel):
# class BitFlip(ErrorModel):
. Output only the next line. | sim = simulation.simulation(d, '6-6-6 Color Code', [model, 'Bit Flip Channel'], [decoder, 'GCC'], path_to) |
Here is a snippet: <|code_start|> #
# QTop
#
# Copyright (c) 2016 Jacob Marks (jacob.marks@yale.edu)
#
# This file is part of QTop.
#
# QTop is free software: you can redistribute it and/or modify
# it under the terms of the GNU General Public License as published by
# the Free Software Foundation, either version 3 of the License, or
# (at your option) any later version.
sys.path.append('../')
sys.path.append('../src')
################## Surface Code Simulation ##################
path_to = str(sys.argv[1])
<|code_end|>
. Write the next line using the current file imports:
import numpy as np
import sys
from src import common, simulation, error_models
from decoders import gcc
and context from other files:
# Path: src/common.py
# def removekey(d, key):
# def colinear(p0, p1, p2):
# def manhattan_dist(A,B):
# def euclidean_dist(A,B):
# def Charge(X_charge = 0, Z_charge = 0):
# def Sign(count, num_sides):
# def __init__(self, depth, dimension = 2):
# def Syndrome(self, type, charge_type):
# def PhysicalErrors(self):
# def distance(self, type, node1, node2):
# def Assessment(self):
# class Code:
#
# Path: src/simulation.py
# class simulation:
#
# def __init__(self, dimension, code_type, model, decoder, path_to):
# self.model = model
# [self.decoder, self.decoder_type] = decoder
# [self.model, self.model_type] = model
# self.dimension = dimension
# self.code_type = code_type
# self.path = path_to
#
# def __call__(self, L, p):
# signal.signal(signal.SIGALRM, timeout_handler)
# signal.alarm(10)
# if self.code_type == 'Surface Code':
# code = SurfaceCode(L, self.dimension)
# if self.code_type == '6-6-6 Color Code':
# code = Color_6_6_6(L, self.dimension)
# code = code.CodeCycle(self.model, p)
# try:
# decoders.Decode(code, self.decoder)
# return code.Assessment()
# except TimeoutException:
# return self(L, p)
# except ValueError:
# return self(L, p)
#
# Path: src/error_models.py
# def PauliX(charge, dim):
# def PauliZ(charge, dim):
# def PauliXZ(charge, dim):
# def Identity_Channel(charge):
# def PhaseFlip_Channel(charge, dim, p):
# def BitFlip_Channel(charge, dim, p):
# def Correlated_Channel(charge, dim, p):
# def BP_Channel(charge, dim, p):
# def Depolarizing_Channel(charge, dim, p):
# def Depolarizing_Helper(charge, dim):
# def Error_Channel(charge, dim, p, type):
# def __init__(self, **kwargs):
# def Initialize(self, code, type, p):
# def Identity(self, code, p):
# def Fourier(self, code, type, p):
# def Measure(self, code, type, p):
# def Sum(self, code, count, num_sides, type, charge_type, control_p, target_p):
# def __init__(self):
# def __init__(self):
# def __init__(self):
# def __init__(self):
# def __init__(self):
# def __init__(self):
# class ErrorModel:
# class CodeCapacity(ErrorModel):
# class Depolarizing(ErrorModel):
# class Phenomenological(ErrorModel):
# class CircuitLevel(ErrorModel):
# class PhaseFlip(ErrorModel):
# class BitFlip(ErrorModel):
, which may include functions, classes, or code. Output only the next line. | model = error_models.BitFlip() |
Based on the snippet: <|code_start|> #
# QTop
#
# Copyright (c) 2016 Jacob Marks (jacob.marks@yale.edu)
#
# This file is part of QTop.
#
# QTop is free software: you can redistribute it and/or modify
# it under the terms of the GNU General Public License as published by
# the Free Software Foundation, either version 3 of the License, or
# (at your option) any later version.
sys.path.append('../')
sys.path.append('../src')
################## Surface Code Simulation ##################
path_to = str(sys.argv[1])
model = error_models.Depolarizing()
decoder = rg.HDRG_decoder()
L_vals = [7,9,11,13]
p_vals = np.linspace(0.1,0.15,15)
num_trials = 30000
d = 2
<|code_end|>
, predict the immediate next line with the help of imports:
import numpy as np
import sys
from src import common, simulation, error_models
from decoders import rg
and context (classes, functions, sometimes code) from other files:
# Path: src/common.py
# def removekey(d, key):
# def colinear(p0, p1, p2):
# def manhattan_dist(A,B):
# def euclidean_dist(A,B):
# def Charge(X_charge = 0, Z_charge = 0):
# def Sign(count, num_sides):
# def __init__(self, depth, dimension = 2):
# def Syndrome(self, type, charge_type):
# def PhysicalErrors(self):
# def distance(self, type, node1, node2):
# def Assessment(self):
# class Code:
#
# Path: src/simulation.py
# class simulation:
#
# def __init__(self, dimension, code_type, model, decoder, path_to):
# self.model = model
# [self.decoder, self.decoder_type] = decoder
# [self.model, self.model_type] = model
# self.dimension = dimension
# self.code_type = code_type
# self.path = path_to
#
# def __call__(self, L, p):
# signal.signal(signal.SIGALRM, timeout_handler)
# signal.alarm(10)
# if self.code_type == 'Surface Code':
# code = SurfaceCode(L, self.dimension)
# if self.code_type == '6-6-6 Color Code':
# code = Color_6_6_6(L, self.dimension)
# code = code.CodeCycle(self.model, p)
# try:
# decoders.Decode(code, self.decoder)
# return code.Assessment()
# except TimeoutException:
# return self(L, p)
# except ValueError:
# return self(L, p)
#
# Path: src/error_models.py
# def PauliX(charge, dim):
# def PauliZ(charge, dim):
# def PauliXZ(charge, dim):
# def Identity_Channel(charge):
# def PhaseFlip_Channel(charge, dim, p):
# def BitFlip_Channel(charge, dim, p):
# def Correlated_Channel(charge, dim, p):
# def BP_Channel(charge, dim, p):
# def Depolarizing_Channel(charge, dim, p):
# def Depolarizing_Helper(charge, dim):
# def Error_Channel(charge, dim, p, type):
# def __init__(self, **kwargs):
# def Initialize(self, code, type, p):
# def Identity(self, code, p):
# def Fourier(self, code, type, p):
# def Measure(self, code, type, p):
# def Sum(self, code, count, num_sides, type, charge_type, control_p, target_p):
# def __init__(self):
# def __init__(self):
# def __init__(self):
# def __init__(self):
# def __init__(self):
# def __init__(self):
# class ErrorModel:
# class CodeCapacity(ErrorModel):
# class Depolarizing(ErrorModel):
# class Phenomenological(ErrorModel):
# class CircuitLevel(ErrorModel):
# class PhaseFlip(ErrorModel):
# class BitFlip(ErrorModel):
. Output only the next line. | sim = simulation.simulation(d, 'Surface Code', [model, 'Depolarizing Channel'], [decoder, 'RG'], path_to) |
Given the code snippet: <|code_start|> #
# QTop
#
# Copyright (c) 2016 Jacob Marks (jacob.marks@yale.edu)
#
# This file is part of QTop.
#
# QTop is free software: you can redistribute it and/or modify
# it under the terms of the GNU General Public License as published by
# the Free Software Foundation, either version 3 of the License, or
# (at your option) any later version.
sys.path.append('../')
sys.path.append('../src')
################## Surface Code Simulation ##################
path_to = str(sys.argv[1])
<|code_end|>
, generate the next line using the imports in this file:
import numpy as np
import sys
from src import common, simulation, error_models
from decoders import rg
and context (functions, classes, or occasionally code) from other files:
# Path: src/common.py
# def removekey(d, key):
# def colinear(p0, p1, p2):
# def manhattan_dist(A,B):
# def euclidean_dist(A,B):
# def Charge(X_charge = 0, Z_charge = 0):
# def Sign(count, num_sides):
# def __init__(self, depth, dimension = 2):
# def Syndrome(self, type, charge_type):
# def PhysicalErrors(self):
# def distance(self, type, node1, node2):
# def Assessment(self):
# class Code:
#
# Path: src/simulation.py
# class simulation:
#
# def __init__(self, dimension, code_type, model, decoder, path_to):
# self.model = model
# [self.decoder, self.decoder_type] = decoder
# [self.model, self.model_type] = model
# self.dimension = dimension
# self.code_type = code_type
# self.path = path_to
#
# def __call__(self, L, p):
# signal.signal(signal.SIGALRM, timeout_handler)
# signal.alarm(10)
# if self.code_type == 'Surface Code':
# code = SurfaceCode(L, self.dimension)
# if self.code_type == '6-6-6 Color Code':
# code = Color_6_6_6(L, self.dimension)
# code = code.CodeCycle(self.model, p)
# try:
# decoders.Decode(code, self.decoder)
# return code.Assessment()
# except TimeoutException:
# return self(L, p)
# except ValueError:
# return self(L, p)
#
# Path: src/error_models.py
# def PauliX(charge, dim):
# def PauliZ(charge, dim):
# def PauliXZ(charge, dim):
# def Identity_Channel(charge):
# def PhaseFlip_Channel(charge, dim, p):
# def BitFlip_Channel(charge, dim, p):
# def Correlated_Channel(charge, dim, p):
# def BP_Channel(charge, dim, p):
# def Depolarizing_Channel(charge, dim, p):
# def Depolarizing_Helper(charge, dim):
# def Error_Channel(charge, dim, p, type):
# def __init__(self, **kwargs):
# def Initialize(self, code, type, p):
# def Identity(self, code, p):
# def Fourier(self, code, type, p):
# def Measure(self, code, type, p):
# def Sum(self, code, count, num_sides, type, charge_type, control_p, target_p):
# def __init__(self):
# def __init__(self):
# def __init__(self):
# def __init__(self):
# def __init__(self):
# def __init__(self):
# class ErrorModel:
# class CodeCapacity(ErrorModel):
# class Depolarizing(ErrorModel):
# class Phenomenological(ErrorModel):
# class CircuitLevel(ErrorModel):
# class PhaseFlip(ErrorModel):
# class BitFlip(ErrorModel):
. Output only the next line. | model = error_models.Depolarizing() |
Given the following code snippet before the placeholder: <|code_start|> #
# QTop
#
# Copyright (c) 2016 Jacob Marks (jacob.marks@yale.edu)
#
# This file is part of QTop.
#
# QTop is free software: you can redistribute it and/or modify
# it under the terms of the GNU General Public License as published by
# the Free Software Foundation, either version 3 of the License, or
# (at your option) any later version.
sys.path.append('../')
sys.path.append('../src')
################## Surface Code Simulation ##################
path_to = str(sys.argv[1])
model = error_models.Depolarizing()
decoder = gcc.GCC_decoder()
L_vals = [9,11,13]
p_vals = np.linspace(0.07,0.15,15)
num_trials = 30000
d = 1001
<|code_end|>
, predict the next line using imports from the current file:
import numpy as np
import sys
from src import common, simulation, error_models
from decoders import gcc
and context including class names, function names, and sometimes code from other files:
# Path: src/common.py
# def removekey(d, key):
# def colinear(p0, p1, p2):
# def manhattan_dist(A,B):
# def euclidean_dist(A,B):
# def Charge(X_charge = 0, Z_charge = 0):
# def Sign(count, num_sides):
# def __init__(self, depth, dimension = 2):
# def Syndrome(self, type, charge_type):
# def PhysicalErrors(self):
# def distance(self, type, node1, node2):
# def Assessment(self):
# class Code:
#
# Path: src/simulation.py
# class simulation:
#
# def __init__(self, dimension, code_type, model, decoder, path_to):
# self.model = model
# [self.decoder, self.decoder_type] = decoder
# [self.model, self.model_type] = model
# self.dimension = dimension
# self.code_type = code_type
# self.path = path_to
#
# def __call__(self, L, p):
# signal.signal(signal.SIGALRM, timeout_handler)
# signal.alarm(10)
# if self.code_type == 'Surface Code':
# code = SurfaceCode(L, self.dimension)
# if self.code_type == '6-6-6 Color Code':
# code = Color_6_6_6(L, self.dimension)
# code = code.CodeCycle(self.model, p)
# try:
# decoders.Decode(code, self.decoder)
# return code.Assessment()
# except TimeoutException:
# return self(L, p)
# except ValueError:
# return self(L, p)
#
# Path: src/error_models.py
# def PauliX(charge, dim):
# def PauliZ(charge, dim):
# def PauliXZ(charge, dim):
# def Identity_Channel(charge):
# def PhaseFlip_Channel(charge, dim, p):
# def BitFlip_Channel(charge, dim, p):
# def Correlated_Channel(charge, dim, p):
# def BP_Channel(charge, dim, p):
# def Depolarizing_Channel(charge, dim, p):
# def Depolarizing_Helper(charge, dim):
# def Error_Channel(charge, dim, p, type):
# def __init__(self, **kwargs):
# def Initialize(self, code, type, p):
# def Identity(self, code, p):
# def Fourier(self, code, type, p):
# def Measure(self, code, type, p):
# def Sum(self, code, count, num_sides, type, charge_type, control_p, target_p):
# def __init__(self):
# def __init__(self):
# def __init__(self):
# def __init__(self):
# def __init__(self):
# def __init__(self):
# class ErrorModel:
# class CodeCapacity(ErrorModel):
# class Depolarizing(ErrorModel):
# class Phenomenological(ErrorModel):
# class CircuitLevel(ErrorModel):
# class PhaseFlip(ErrorModel):
# class BitFlip(ErrorModel):
. Output only the next line. | sim = simulation.simulation(d, '6-6-6 Color Code', [model, 'Depolarizing Channel'], [decoder, 'GCC'], path_to) |
Given the following code snippet before the placeholder: <|code_start|> #
# QTop
#
# Copyright (c) 2016 Jacob Marks (jacob.marks@yale.edu)
#
# This file is part of QTop.
#
# QTop is free software: you can redistribute it and/or modify
# it under the terms of the GNU General Public License as published by
# the Free Software Foundation, either version 3 of the License, or
# (at your option) any later version.
sys.path.append('../')
sys.path.append('../src')
################## Surface Code Simulation ##################
path_to = str(sys.argv[1])
<|code_end|>
, predict the next line using imports from the current file:
import numpy as np
import sys
from src import common, simulation, error_models
from decoders import gcc
and context including class names, function names, and sometimes code from other files:
# Path: src/common.py
# def removekey(d, key):
# def colinear(p0, p1, p2):
# def manhattan_dist(A,B):
# def euclidean_dist(A,B):
# def Charge(X_charge = 0, Z_charge = 0):
# def Sign(count, num_sides):
# def __init__(self, depth, dimension = 2):
# def Syndrome(self, type, charge_type):
# def PhysicalErrors(self):
# def distance(self, type, node1, node2):
# def Assessment(self):
# class Code:
#
# Path: src/simulation.py
# class simulation:
#
# def __init__(self, dimension, code_type, model, decoder, path_to):
# self.model = model
# [self.decoder, self.decoder_type] = decoder
# [self.model, self.model_type] = model
# self.dimension = dimension
# self.code_type = code_type
# self.path = path_to
#
# def __call__(self, L, p):
# signal.signal(signal.SIGALRM, timeout_handler)
# signal.alarm(10)
# if self.code_type == 'Surface Code':
# code = SurfaceCode(L, self.dimension)
# if self.code_type == '6-6-6 Color Code':
# code = Color_6_6_6(L, self.dimension)
# code = code.CodeCycle(self.model, p)
# try:
# decoders.Decode(code, self.decoder)
# return code.Assessment()
# except TimeoutException:
# return self(L, p)
# except ValueError:
# return self(L, p)
#
# Path: src/error_models.py
# def PauliX(charge, dim):
# def PauliZ(charge, dim):
# def PauliXZ(charge, dim):
# def Identity_Channel(charge):
# def PhaseFlip_Channel(charge, dim, p):
# def BitFlip_Channel(charge, dim, p):
# def Correlated_Channel(charge, dim, p):
# def BP_Channel(charge, dim, p):
# def Depolarizing_Channel(charge, dim, p):
# def Depolarizing_Helper(charge, dim):
# def Error_Channel(charge, dim, p, type):
# def __init__(self, **kwargs):
# def Initialize(self, code, type, p):
# def Identity(self, code, p):
# def Fourier(self, code, type, p):
# def Measure(self, code, type, p):
# def Sum(self, code, count, num_sides, type, charge_type, control_p, target_p):
# def __init__(self):
# def __init__(self):
# def __init__(self):
# def __init__(self):
# def __init__(self):
# def __init__(self):
# class ErrorModel:
# class CodeCapacity(ErrorModel):
# class Depolarizing(ErrorModel):
# class Phenomenological(ErrorModel):
# class CircuitLevel(ErrorModel):
# class PhaseFlip(ErrorModel):
# class BitFlip(ErrorModel):
. Output only the next line. | model = error_models.Depolarizing() |
Here is a snippet: <|code_start|> #
# QTop
#
# Copyright (c) 2016 Jacob Marks (jacob.marks@yale.edu)
#
# This file is part of QTop.
#
# QTop is free software: you can redistribute it and/or modify
# it under the terms of the GNU General Public License as published by
# the Free Software Foundation, either version 3 of the License, or
# (at your option) any later version.
sys.path.append('../')
sys.path.append('../src')
################## Color Code Simulation ##################
path_to = str(sys.argv[1])
model = error_models.Depolarizing()
decoder = dsp.DSP_decoder()
L_vals = [9,11,13]
p_vals = np.linspace(0.05,0.13,15)
num_trials = 30000
d = 2
<|code_end|>
. Write the next line using the current file imports:
import numpy as np
import sys
from src import common, simulation, error_models
from decoders import dsp
and context from other files:
# Path: src/common.py
# def removekey(d, key):
# def colinear(p0, p1, p2):
# def manhattan_dist(A,B):
# def euclidean_dist(A,B):
# def Charge(X_charge = 0, Z_charge = 0):
# def Sign(count, num_sides):
# def __init__(self, depth, dimension = 2):
# def Syndrome(self, type, charge_type):
# def PhysicalErrors(self):
# def distance(self, type, node1, node2):
# def Assessment(self):
# class Code:
#
# Path: src/simulation.py
# class simulation:
#
# def __init__(self, dimension, code_type, model, decoder, path_to):
# self.model = model
# [self.decoder, self.decoder_type] = decoder
# [self.model, self.model_type] = model
# self.dimension = dimension
# self.code_type = code_type
# self.path = path_to
#
# def __call__(self, L, p):
# signal.signal(signal.SIGALRM, timeout_handler)
# signal.alarm(10)
# if self.code_type == 'Surface Code':
# code = SurfaceCode(L, self.dimension)
# if self.code_type == '6-6-6 Color Code':
# code = Color_6_6_6(L, self.dimension)
# code = code.CodeCycle(self.model, p)
# try:
# decoders.Decode(code, self.decoder)
# return code.Assessment()
# except TimeoutException:
# return self(L, p)
# except ValueError:
# return self(L, p)
#
# Path: src/error_models.py
# def PauliX(charge, dim):
# def PauliZ(charge, dim):
# def PauliXZ(charge, dim):
# def Identity_Channel(charge):
# def PhaseFlip_Channel(charge, dim, p):
# def BitFlip_Channel(charge, dim, p):
# def Correlated_Channel(charge, dim, p):
# def BP_Channel(charge, dim, p):
# def Depolarizing_Channel(charge, dim, p):
# def Depolarizing_Helper(charge, dim):
# def Error_Channel(charge, dim, p, type):
# def __init__(self, **kwargs):
# def Initialize(self, code, type, p):
# def Identity(self, code, p):
# def Fourier(self, code, type, p):
# def Measure(self, code, type, p):
# def Sum(self, code, count, num_sides, type, charge_type, control_p, target_p):
# def __init__(self):
# def __init__(self):
# def __init__(self):
# def __init__(self):
# def __init__(self):
# def __init__(self):
# class ErrorModel:
# class CodeCapacity(ErrorModel):
# class Depolarizing(ErrorModel):
# class Phenomenological(ErrorModel):
# class CircuitLevel(ErrorModel):
# class PhaseFlip(ErrorModel):
# class BitFlip(ErrorModel):
, which may include functions, classes, or code. Output only the next line. | sim = simulation.simulation(d, '6-6-6 Color Code', [model, 'Depolarizing Channel'], [decoder, 'DSP'], path_to) |
Given the code snippet: <|code_start|> #
# QTop
#
# Copyright (c) 2016 Jacob Marks (jacob.marks@yale.edu)
#
# This file is part of QTop.
#
# QTop is free software: you can redistribute it and/or modify
# it under the terms of the GNU General Public License as published by
# the Free Software Foundation, either version 3 of the License, or
# (at your option) any later version.
sys.path.append('../')
sys.path.append('../src')
################## Color Code Simulation ##################
path_to = str(sys.argv[1])
<|code_end|>
, generate the next line using the imports in this file:
import numpy as np
import sys
from src import common, simulation, error_models
from decoders import dsp
and context (functions, classes, or occasionally code) from other files:
# Path: src/common.py
# def removekey(d, key):
# def colinear(p0, p1, p2):
# def manhattan_dist(A,B):
# def euclidean_dist(A,B):
# def Charge(X_charge = 0, Z_charge = 0):
# def Sign(count, num_sides):
# def __init__(self, depth, dimension = 2):
# def Syndrome(self, type, charge_type):
# def PhysicalErrors(self):
# def distance(self, type, node1, node2):
# def Assessment(self):
# class Code:
#
# Path: src/simulation.py
# class simulation:
#
# def __init__(self, dimension, code_type, model, decoder, path_to):
# self.model = model
# [self.decoder, self.decoder_type] = decoder
# [self.model, self.model_type] = model
# self.dimension = dimension
# self.code_type = code_type
# self.path = path_to
#
# def __call__(self, L, p):
# signal.signal(signal.SIGALRM, timeout_handler)
# signal.alarm(10)
# if self.code_type == 'Surface Code':
# code = SurfaceCode(L, self.dimension)
# if self.code_type == '6-6-6 Color Code':
# code = Color_6_6_6(L, self.dimension)
# code = code.CodeCycle(self.model, p)
# try:
# decoders.Decode(code, self.decoder)
# return code.Assessment()
# except TimeoutException:
# return self(L, p)
# except ValueError:
# return self(L, p)
#
# Path: src/error_models.py
# def PauliX(charge, dim):
# def PauliZ(charge, dim):
# def PauliXZ(charge, dim):
# def Identity_Channel(charge):
# def PhaseFlip_Channel(charge, dim, p):
# def BitFlip_Channel(charge, dim, p):
# def Correlated_Channel(charge, dim, p):
# def BP_Channel(charge, dim, p):
# def Depolarizing_Channel(charge, dim, p):
# def Depolarizing_Helper(charge, dim):
# def Error_Channel(charge, dim, p, type):
# def __init__(self, **kwargs):
# def Initialize(self, code, type, p):
# def Identity(self, code, p):
# def Fourier(self, code, type, p):
# def Measure(self, code, type, p):
# def Sum(self, code, count, num_sides, type, charge_type, control_p, target_p):
# def __init__(self):
# def __init__(self):
# def __init__(self):
# def __init__(self):
# def __init__(self):
# def __init__(self):
# class ErrorModel:
# class CodeCapacity(ErrorModel):
# class Depolarizing(ErrorModel):
# class Phenomenological(ErrorModel):
# class CircuitLevel(ErrorModel):
# class PhaseFlip(ErrorModel):
# class BitFlip(ErrorModel):
. Output only the next line. | model = error_models.Depolarizing() |
Next line prediction: <|code_start|>############ Decode function and base decoder classes ############
## Call with Decode(code, decoder)
def Decode(code, decoder):
decoder(code)
class decoder(object):
def __call__(self, code):
return code
class surface_decoder(decoder):
def __init__(self):
self.recover = self.algorithm()
def __call__(self, code):
for type in code.types:
for charge_type in ['X', 'Z']:
syndrome = code.Syndrome(type, charge_type)
code = self.recover(code, syndrome, type, charge_type)
code = reset_measures(code)
return code
def reset_measures(code):
for type in code.types:
for measure_qubit in code.Stabilizers[type]:
<|code_end|>
. Use current file imports:
(from matplotlib import path
from math import floor
from src import common
import sys)
and context including class names, function names, or small code snippets from other files:
# Path: src/common.py
# def removekey(d, key):
# def colinear(p0, p1, p2):
# def manhattan_dist(A,B):
# def euclidean_dist(A,B):
# def Charge(X_charge = 0, Z_charge = 0):
# def Sign(count, num_sides):
# def __init__(self, depth, dimension = 2):
# def Syndrome(self, type, charge_type):
# def PhysicalErrors(self):
# def distance(self, type, node1, node2):
# def Assessment(self):
# class Code:
. Output only the next line. | code.Stabilizers[type][measure_qubit]['charge'] = common.Charge() |
Next line prediction: <|code_start|> # Copyright (c) 2016 Jacob Marks (jacob.marks@yale.edu)
#
# This file is part of QTop.
#
# QTop is free software: you can redistribute it and/or modify
# it under the terms of the GNU General Public License as published by
# the Free Software Foundation, either version 3 of the License, or
# (at your option) any later version.
sys.path.append('../../')
class DSP_decoder(decoder):
def __call__(self, code):
matching = self.algorithm()
for charge_type in ['X','Z']:
code = matching(code, charge_type)
code = reset_measures(code)
return code
def algorithm(self):
return DSP()
def DSP_Matching(Syndrome, External, dim, alt_ext):
# Fully connect check operators
for check1 in Syndrome.nodes():
for check2 in Syndrome.nodes():
if check1 != check2:
<|code_end|>
. Use current file imports:
(from decoders import *
from matplotlib import path
from math import floor
from src import common
import sys
import networkx as nx
import numpy as np
import itertools)
and context including class names, function names, or small code snippets from other files:
# Path: src/common.py
# def removekey(d, key):
# def colinear(p0, p1, p2):
# def manhattan_dist(A,B):
# def euclidean_dist(A,B):
# def Charge(X_charge = 0, Z_charge = 0):
# def Sign(count, num_sides):
# def __init__(self, depth, dimension = 2):
# def Syndrome(self, type, charge_type):
# def PhysicalErrors(self):
# def distance(self, type, node1, node2):
# def Assessment(self):
# class Code:
. Output only the next line. | weight = - common.euclidean_dist(check1, check2) +.1 |
Given the following code snippet before the placeholder: <|code_start|>'''
Usage: cat hostlist | python from_stdin.py
'''
async def do(host):
res = await file.cat('/etc/debian_version')
print(res.content)
<|code_end|>
, predict the next line using imports from the current file:
import nuka
from nuka.tasks import file
from nuka.hosts import Host
and context including class names, function names, and sometimes code from other files:
# Path: nuka/tasks/file.py
# class exists(Task):
# class mkdir(Task):
# class mkdirs(Task):
# class rm(Task):
# class mv(Task):
# class chmod(Task):
# class chown(Task):
# class put(Task):
# class scripts(put):
# class cat(Task):
# class update(Task):
# def __init__(self, dst=None, **kwargs):
# def do(self):
# def diff(self):
# def __init__(self, dst=None, mod=None, own=None, **kwargs):
# def do(self):
# def diff(self):
# def __init__(self, directories=None, **kwargs):
# def do(self):
# def diff(self):
# def __init__(self, dst=None, **kwargs):
# def do(self):
# def diff(self):
# def __init__(self, src=None, dst=None, **kwargs):
# def do(self):
# def diff(self):
# def __init__(self, dst=None, mod='644', recursive=False, **kwargs):
# def do(self):
# def __init__(self, dst=None, own='root:root', recursive=False, **kwargs):
# def do(self):
# def __init__(self, files=None, **kwargs):
# def pre_process(self):
# def do(self):
# def diff(self):
# def do(self):
# def __init__(self, src=None, **kwargs):
# def do(self):
# def __init__(self, dst=None, replaces=None, appends=None, **kwargs):
# def pre_process(self):
# def update(self, data):
# def do(self):
# def diff(self, dst=None, **kwargs):
#
# Path: nuka/hosts/base.py
# class Host(BaseHost):
# """A host. Used by tasks as target"""
#
# def __init__(self, *args, **kwargs):
# super().__init__(*args, **kwargs)
# if not os.getenv('SSH_AUTH_SOCK'):
# self.log.warning('No SSH_AUTH_SOCK set. Your tasks may freeze')
#
# def wraps_command_line(self, cmd, **kwargs):
# ssh_user = kwargs.get('switch_ssh_user')
# if ssh_user is None:
# # we use the main user account
# switch_user = kwargs.get('switch_user') or 'root'
# if switch_user != 'root':
# if switch_user != self.vars['user']:
# # we have to use sudo
# args = (switch_user, cmd)
# if self.use_sudo:
# cmd = '{sudo} -u {0} {1}'.format(*args, **nuka.config)
# else:
# cmd = '{su} -c "{1}" {0}'.format(*args, **nuka.config)
# elif self.use_sudo:
# cmd = '{sudo} {0}'.format(cmd, **nuka.config)
#
# if ssh_user is None:
# ssh_user = self.vars['user']
#
# ssh_cmd = ['ssh'] + nuka.config['ssh']['options'] + ['-l', ssh_user]
# if self.port:
# ssh_cmd.extend(['-p', self.port])
# ssh_cmd.extend([self.hostname, cmd])
# return ssh_cmd
. Output only the next line. | nuka.run_all(do, *Host.from_stdin()) |
Next line prediction: <|code_start|>#
# This file is part of nuka.
#
# nuka is free software: you can redistribute it and/or modify
# it under the terms of the GNU General Public License as published by
# the Free Software Foundation, either version 3 of the License, or
# (at your option) any later version.
#
# nuka is distributed in the hope that it will be useful,
# but WITHOUT ANY WARRANTY; without even the implied warranty of
# MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
# GNU General Public License for more details.
#
# You should have received a copy of the GNU General Public License
# along with nuka. If not, see <http://www.gnu.org/licenses/>.
DEFAULT_LIMIT = streams._DEFAULT_LIMIT
asyncssh_connections = {}
asyncssh_connections_tasks = {}
asyncssh_keypairs = []
asyncssh_known_hosts = []
class BaseProcess:
async def send_message(self, message, drain=True):
<|code_end|>
. Use current file imports:
(from asyncio import subprocess
from asyncio import streams
from nuka import utils
import asyncio
import random
import socket
import time
import zlib
import os
import asyncssh
import asyncssh.misc
import nuka)
and context including class names, function names, or small code snippets from other files:
# Path: nuka/utils.py
# PY3 = sys.version_info[0] == 3
# ARCHIVE_EXTS = ('.gz', '.tar', '.zip')
# LOG = 60
# CHANGED = logging.WARNING + 1
# PROGRESS = logging.WARNING + 2
# def next(o):
# def default_watcher(delay=5):
# def watcher(task, process):
# def import_module(name):
# def makedirs(dirname, mod=None, own=None):
# def chmod(dst, mod, recursive=False):
# def chown(dst, own, recursive=False):
# def best_executable():
# def isexecutable(path):
# def __init__(self, value, alphabet=None, length=16):
# def iterator(self):
# def next(self):
# def proto_dumps(data, content_type=u'plain'):
# def proto_dumps_std(data, std, content_type='plain'):
# def proto_dumps_std_threadsafe(data, std):
# def proto_loads_std(std):
# class secret(object):
. Output only the next line. | utils.proto_dumps_std(message, self.stdin) |
Given the following code snippet before the placeholder: <|code_start|># -*- coding: utf-8 -*-
pytestmark = [
pytest.mark.skipif(
'gawel' not in os.getenv('GPG_AGENT_INFO', ''),
reason='gawel not found in GPG_AGENT_INFO')
]
@pytest.mark.asyncio
async def test_gpg_file(host):
<|code_end|>
, predict the next line using imports from the current file:
from nuka.tasks import file
import pytest
import os
and context including class names, function names, and sometimes code from other files:
# Path: nuka/tasks/file.py
# class exists(Task):
# class mkdir(Task):
# class mkdirs(Task):
# class rm(Task):
# class mv(Task):
# class chmod(Task):
# class chown(Task):
# class put(Task):
# class scripts(put):
# class cat(Task):
# class update(Task):
# def __init__(self, dst=None, **kwargs):
# def do(self):
# def diff(self):
# def __init__(self, dst=None, mod=None, own=None, **kwargs):
# def do(self):
# def diff(self):
# def __init__(self, directories=None, **kwargs):
# def do(self):
# def diff(self):
# def __init__(self, dst=None, **kwargs):
# def do(self):
# def diff(self):
# def __init__(self, src=None, dst=None, **kwargs):
# def do(self):
# def diff(self):
# def __init__(self, dst=None, mod='644', recursive=False, **kwargs):
# def do(self):
# def __init__(self, dst=None, own='root:root', recursive=False, **kwargs):
# def do(self):
# def __init__(self, files=None, **kwargs):
# def pre_process(self):
# def do(self):
# def diff(self):
# def do(self):
# def __init__(self, src=None, **kwargs):
# def do(self):
# def __init__(self, dst=None, replaces=None, appends=None, **kwargs):
# def pre_process(self):
# def update(self, data):
# def do(self):
# def diff(self, dst=None, **kwargs):
. Output only the next line. | res = await file.put([dict(src='tests/templates/gpg.txt.gpg', |
Next line prediction: <|code_start|># -*- coding: utf-8 -*-
pytestmark = [
pytest.mark.skipif(
'centos' in os.environ['ENV_NAME'], reason='exclude centos'),
]
@pytest.mark.asyncio
async def test_01_install_services(host):
await apt.install(['rsync'])
@pytest.mark.asyncio
async def test_start_doc(host):
<|code_end|>
. Use current file imports:
(from nuka.tasks import service
from nuka.tasks import apt
import pytest
import os)
and context including class names, function names, or small code snippets from other files:
# Path: nuka/tasks/service.py
# class start(Task):
# class restart(Task):
# class reload(Task):
# class stop(Task):
# def __init__(self, name=None, **kwargs):
# def do(self):
# def diff(self):
# def __init__(self, services=None, **kwargs):
# def do(self):
# def __init__(self, services=None, **kwargs):
# def do(self):
# def __init__(self, name=None, **kwargs):
# def do(self):
# def diff(self):
#
# Path: nuka/tasks/apt.py
# GPG_HEADER = b'-----BEGIN PGP PUBLIC KEY BLOCK-----'
# def apt_watcher(delay, fd):
# def watcher(task, process):
# def __init__(self, name=None, src=None, key=None, update=True, **kwargs):
# def add_key(self, key):
# def do(self):
# def diff(self):
# def __init__(self, cache=None, **kwargs):
# def do(self):
# def __init__(self, update_cache=None, **kwargs):
# def do(self):
# def __init__(self, packages, **kwargs):
# def do(self):
# def __init__(self, packages=None, debconf=None,
# debian_frontend='noninteractive', **kwargs):
# def do(self):
# def __init__(self, selections=None, **kwargs):
# def do(self):
# def __init__(self, packages=None, debconf=None,
# debian_frontend='noninteractive', debian_priority=None,
# update_cache=None, install_recommends=False, **kwargs):
# def get_packages_list(self, packages):
# def do(self):
# def diff(self):
# class source(Task):
# class update(Task):
# class list(Task):
# class search(Task):
# class upgrade(Task):
# class debconf_set_selections(Task):
# class install(Task):
. Output only the next line. | await service.start('rsync') |
Using the snippet: <|code_start|># -*- coding: utf-8 -*-
pytestmark = [
pytest.mark.skipif(
'centos' in os.environ['ENV_NAME'], reason='exclude centos'),
]
@pytest.mark.asyncio
async def test_01_install_services(host):
<|code_end|>
, determine the next line of code. You have imports:
from nuka.tasks import service
from nuka.tasks import apt
import pytest
import os
and context (class names, function names, or code) available:
# Path: nuka/tasks/service.py
# class start(Task):
# class restart(Task):
# class reload(Task):
# class stop(Task):
# def __init__(self, name=None, **kwargs):
# def do(self):
# def diff(self):
# def __init__(self, services=None, **kwargs):
# def do(self):
# def __init__(self, services=None, **kwargs):
# def do(self):
# def __init__(self, name=None, **kwargs):
# def do(self):
# def diff(self):
#
# Path: nuka/tasks/apt.py
# GPG_HEADER = b'-----BEGIN PGP PUBLIC KEY BLOCK-----'
# def apt_watcher(delay, fd):
# def watcher(task, process):
# def __init__(self, name=None, src=None, key=None, update=True, **kwargs):
# def add_key(self, key):
# def do(self):
# def diff(self):
# def __init__(self, cache=None, **kwargs):
# def do(self):
# def __init__(self, update_cache=None, **kwargs):
# def do(self):
# def __init__(self, packages, **kwargs):
# def do(self):
# def __init__(self, packages=None, debconf=None,
# debian_frontend='noninteractive', **kwargs):
# def do(self):
# def __init__(self, selections=None, **kwargs):
# def do(self):
# def __init__(self, packages=None, debconf=None,
# debian_frontend='noninteractive', debian_priority=None,
# update_cache=None, install_recommends=False, **kwargs):
# def get_packages_list(self, packages):
# def do(self):
# def diff(self):
# class source(Task):
# class update(Task):
# class list(Task):
# class search(Task):
# class upgrade(Task):
# class debconf_set_selections(Task):
# class install(Task):
. Output only the next line. | await apt.install(['rsync']) |
Using the snippet: <|code_start|> }
return data
def build_reports(hosts):
hosts_data = {}
for host in hosts:
data = get_report_data(host)
if data:
hosts_data[str(host)] = round_dict(data)
if not hosts_data:
return
dirname = nuka.config['reports']['dirname']
if not os.path.isdir(dirname):
os.makedirs(dirname)
data = {'hosts': hosts_data, 'total_time': 0}
data['total_time'] = max([d['total_time'] for d in hosts_data.values()])
data['total_tasks'] = max([len(d['tasks']) for d in hosts_data.values()])
engine = nuka.config.get_template_engine()
report_name = nuka.config['reports'].get('name')
if report_name is None:
filename = os.path.split(sys.argv[0])[-1]
report_name = os.path.splitext(filename)[0]
filename = os.path.join(dirname, '{0}.json'.format(report_name))
<|code_end|>
, determine the next line of code. You have imports:
import os
import sys
import jinja2
import nuka
from uuid import uuid4
from operator import itemgetter
from collections import defaultdict
from nuka.utils import json
from nuka.task import teardown
from wsgiref.simple_server import make_server
and context (class names, function names, or code) available:
# Path: nuka/utils.py
# PY3 = sys.version_info[0] == 3
# ARCHIVE_EXTS = ('.gz', '.tar', '.zip')
# LOG = 60
# CHANGED = logging.WARNING + 1
# PROGRESS = logging.WARNING + 2
# def next(o):
# def default_watcher(delay=5):
# def watcher(task, process):
# def import_module(name):
# def makedirs(dirname, mod=None, own=None):
# def chmod(dst, mod, recursive=False):
# def chown(dst, own, recursive=False):
# def best_executable():
# def isexecutable(path):
# def __init__(self, value, alphabet=None, length=16):
# def iterator(self):
# def next(self):
# def proto_dumps(data, content_type=u'plain'):
# def proto_dumps_std(data, std, content_type='plain'):
# def proto_dumps_std_threadsafe(data, std):
# def proto_loads_std(std):
# class secret(object):
#
# Path: nuka/task.py
# class teardown(SetupTask):
# """remove `remote_dir` from the host"""
#
# teardown_cmd = '{0}rm -Rf {1[remote_dir]}'
#
# def __init__(self, host):
# host._cancelled = False
# super().__init__(host=host)
#
# def __class_name__(self):
# return 'teardown'
#
# async def run(self):
# if not self.host.failed():
# sudo = self.host.use_sudo and 'sudo ' or ''
# cmd = self.teardown_cmd.format(sudo, config)
# await self.host.run_command(cmd, task=self)
. Output only the next line. | dumped_data = json.dumps(data, indent=2) |
Here is a snippet: <|code_start|> cmd = 'nuka/script.py'
name = 'subprocess({0})'.format(cmd)
func = Item(
name=name,
type=item['type'],
start=(item['start'] - _start),
time=item['time'],
parent=t.uid,
latency=item.get('latency'),
remote_calls=[],
)
if 'meta' in item:
sh_start = func['start'] + item['latency']
shs = item['meta']['remote_calls']
for sh in shs:
tsh = Item(
type="sh",
start=sh_start,
name='sh({0})'.format(sh['cmd']),
time=sh['time'],
parent=t.uid,
rc=sh['rc'],
)
func['remote_calls'].append(round_dict(tsh))
sh_start += tsh.time
t['funcs'].append(round_dict(func))
_end = all_tasks[-1]
_real_end = _end
i = 1
<|code_end|>
. Write the next line using the current file imports:
import os
import sys
import jinja2
import nuka
from uuid import uuid4
from operator import itemgetter
from collections import defaultdict
from nuka.utils import json
from nuka.task import teardown
from wsgiref.simple_server import make_server
and context from other files:
# Path: nuka/utils.py
# PY3 = sys.version_info[0] == 3
# ARCHIVE_EXTS = ('.gz', '.tar', '.zip')
# LOG = 60
# CHANGED = logging.WARNING + 1
# PROGRESS = logging.WARNING + 2
# def next(o):
# def default_watcher(delay=5):
# def watcher(task, process):
# def import_module(name):
# def makedirs(dirname, mod=None, own=None):
# def chmod(dst, mod, recursive=False):
# def chown(dst, own, recursive=False):
# def best_executable():
# def isexecutable(path):
# def __init__(self, value, alphabet=None, length=16):
# def iterator(self):
# def next(self):
# def proto_dumps(data, content_type=u'plain'):
# def proto_dumps_std(data, std, content_type='plain'):
# def proto_dumps_std_threadsafe(data, std):
# def proto_loads_std(std):
# class secret(object):
#
# Path: nuka/task.py
# class teardown(SetupTask):
# """remove `remote_dir` from the host"""
#
# teardown_cmd = '{0}rm -Rf {1[remote_dir]}'
#
# def __init__(self, host):
# host._cancelled = False
# super().__init__(host=host)
#
# def __class_name__(self):
# return 'teardown'
#
# async def run(self):
# if not self.host.failed():
# sudo = self.host.use_sudo and 'sudo ' or ''
# cmd = self.teardown_cmd.format(sudo, config)
# await self.host.run_command(cmd, task=self)
, which may include functions, classes, or code. Output only the next line. | while isinstance(_real_end['task'], teardown): |
Next line prediction: <|code_start|># -*- coding: utf-8 -*-
pytestmark = [
pytest.mark.skipif(
'centos' in os.environ['ENV_NAME'], reason='exclude centos'),
]
@pytest.mark.asyncio
async def test_source_doc(host):
if 'wheezie' in host.hostname:
n = 'wheezie'
elif 'jessie' in host.hostname:
n = 'jessie'
else:
n = 'stretch'
src = 'deb http://apt.dockerproject.org/repo/ debian-{0} main'.format(n)
<|code_end|>
. Use current file imports:
(from nuka.tasks import apt
import pytest
import os)
and context including class names, function names, or small code snippets from other files:
# Path: nuka/tasks/apt.py
# GPG_HEADER = b'-----BEGIN PGP PUBLIC KEY BLOCK-----'
# def apt_watcher(delay, fd):
# def watcher(task, process):
# def __init__(self, name=None, src=None, key=None, update=True, **kwargs):
# def add_key(self, key):
# def do(self):
# def diff(self):
# def __init__(self, cache=None, **kwargs):
# def do(self):
# def __init__(self, update_cache=None, **kwargs):
# def do(self):
# def __init__(self, packages, **kwargs):
# def do(self):
# def __init__(self, packages=None, debconf=None,
# debian_frontend='noninteractive', **kwargs):
# def do(self):
# def __init__(self, selections=None, **kwargs):
# def do(self):
# def __init__(self, packages=None, debconf=None,
# debian_frontend='noninteractive', debian_priority=None,
# update_cache=None, install_recommends=False, **kwargs):
# def get_packages_list(self, packages):
# def do(self):
# def diff(self):
# class source(Task):
# class update(Task):
# class list(Task):
# class search(Task):
# class upgrade(Task):
# class debconf_set_selections(Task):
# class install(Task):
. Output only the next line. | res = await apt.source( |
Predict the next line for this snippet: <|code_start|>GET_PIP = 'https://bootstrap.pypa.io/get-pip.py'
def d():
with open('/tmp/nuka_provisionning/nuka/bin/coverage') as fd:
logging.warn(fd.read())
class virtualenv(file.put):
"""create a python virtualenv"""
def __init__(self, dst=None, requirements=None, upgrade=False, **kwargs):
kwargs.setdefault('name', dst)
kwargs.setdefault('requirements', requirements)
super(virtualenv, self).__init__(dst=dst, **kwargs)
def pre_process(self):
if self.args['requirements']:
self.args['files'] = [dict(
src=self.args['requirements'],
dst=os.path.join(self.args['dst'],
os.path.basename(self.args['requirements'])))]
super(virtualenv, self).pre_process()
def do(self):
dst = self.args['dst']
pip = os.path.join(dst, 'bin', 'pip')
binary = os.path.join(dst, 'bin', 'python')
if not os.path.isfile(binary):
executable = self.args.get('executable',
<|code_end|>
with the help of current file imports:
import os
import sys
import logging
from nuka import utils
from nuka.tasks import file
from nuka.tasks import http
and context from other files:
# Path: nuka/utils.py
# PY3 = sys.version_info[0] == 3
# ARCHIVE_EXTS = ('.gz', '.tar', '.zip')
# LOG = 60
# CHANGED = logging.WARNING + 1
# PROGRESS = logging.WARNING + 2
# def next(o):
# def default_watcher(delay=5):
# def watcher(task, process):
# def import_module(name):
# def makedirs(dirname, mod=None, own=None):
# def chmod(dst, mod, recursive=False):
# def chown(dst, own, recursive=False):
# def best_executable():
# def isexecutable(path):
# def __init__(self, value, alphabet=None, length=16):
# def iterator(self):
# def next(self):
# def proto_dumps(data, content_type=u'plain'):
# def proto_dumps_std(data, std, content_type='plain'):
# def proto_dumps_std_threadsafe(data, std):
# def proto_loads_std(std):
# class secret(object):
#
# Path: nuka/tasks/file.py
# class exists(Task):
# class mkdir(Task):
# class mkdirs(Task):
# class rm(Task):
# class mv(Task):
# class chmod(Task):
# class chown(Task):
# class put(Task):
# class scripts(put):
# class cat(Task):
# class update(Task):
# def __init__(self, dst=None, **kwargs):
# def do(self):
# def diff(self):
# def __init__(self, dst=None, mod=None, own=None, **kwargs):
# def do(self):
# def diff(self):
# def __init__(self, directories=None, **kwargs):
# def do(self):
# def diff(self):
# def __init__(self, dst=None, **kwargs):
# def do(self):
# def diff(self):
# def __init__(self, src=None, dst=None, **kwargs):
# def do(self):
# def diff(self):
# def __init__(self, dst=None, mod='644', recursive=False, **kwargs):
# def do(self):
# def __init__(self, dst=None, own='root:root', recursive=False, **kwargs):
# def do(self):
# def __init__(self, files=None, **kwargs):
# def pre_process(self):
# def do(self):
# def diff(self):
# def do(self):
# def __init__(self, src=None, **kwargs):
# def do(self):
# def __init__(self, dst=None, replaces=None, appends=None, **kwargs):
# def pre_process(self):
# def update(self, data):
# def do(self):
# def diff(self, dst=None, **kwargs):
#
# Path: nuka/tasks/http.py
# class fetch(Task):
# def __init__(self, src=None, dst=None, **kwargs):
# def fetch(self, dst, src):
# def do(self):
, which may contain function names, class names, or code. Output only the next line. | utils.best_executable()) |
Next line prediction: <|code_start|># -*- coding: utf-8 -*-
"""
python virtualenv
"""
GET_PIP = 'https://bootstrap.pypa.io/get-pip.py'
def d():
with open('/tmp/nuka_provisionning/nuka/bin/coverage') as fd:
logging.warn(fd.read())
<|code_end|>
. Use current file imports:
(import os
import sys
import logging
from nuka import utils
from nuka.tasks import file
from nuka.tasks import http)
and context including class names, function names, or small code snippets from other files:
# Path: nuka/utils.py
# PY3 = sys.version_info[0] == 3
# ARCHIVE_EXTS = ('.gz', '.tar', '.zip')
# LOG = 60
# CHANGED = logging.WARNING + 1
# PROGRESS = logging.WARNING + 2
# def next(o):
# def default_watcher(delay=5):
# def watcher(task, process):
# def import_module(name):
# def makedirs(dirname, mod=None, own=None):
# def chmod(dst, mod, recursive=False):
# def chown(dst, own, recursive=False):
# def best_executable():
# def isexecutable(path):
# def __init__(self, value, alphabet=None, length=16):
# def iterator(self):
# def next(self):
# def proto_dumps(data, content_type=u'plain'):
# def proto_dumps_std(data, std, content_type='plain'):
# def proto_dumps_std_threadsafe(data, std):
# def proto_loads_std(std):
# class secret(object):
#
# Path: nuka/tasks/file.py
# class exists(Task):
# class mkdir(Task):
# class mkdirs(Task):
# class rm(Task):
# class mv(Task):
# class chmod(Task):
# class chown(Task):
# class put(Task):
# class scripts(put):
# class cat(Task):
# class update(Task):
# def __init__(self, dst=None, **kwargs):
# def do(self):
# def diff(self):
# def __init__(self, dst=None, mod=None, own=None, **kwargs):
# def do(self):
# def diff(self):
# def __init__(self, directories=None, **kwargs):
# def do(self):
# def diff(self):
# def __init__(self, dst=None, **kwargs):
# def do(self):
# def diff(self):
# def __init__(self, src=None, dst=None, **kwargs):
# def do(self):
# def diff(self):
# def __init__(self, dst=None, mod='644', recursive=False, **kwargs):
# def do(self):
# def __init__(self, dst=None, own='root:root', recursive=False, **kwargs):
# def do(self):
# def __init__(self, files=None, **kwargs):
# def pre_process(self):
# def do(self):
# def diff(self):
# def do(self):
# def __init__(self, src=None, **kwargs):
# def do(self):
# def __init__(self, dst=None, replaces=None, appends=None, **kwargs):
# def pre_process(self):
# def update(self, data):
# def do(self):
# def diff(self, dst=None, **kwargs):
#
# Path: nuka/tasks/http.py
# class fetch(Task):
# def __init__(self, src=None, dst=None, **kwargs):
# def fetch(self, dst, src):
# def do(self):
. Output only the next line. | class virtualenv(file.put): |
Continue the code snippet: <|code_start|> binary = os.path.join(dst, 'bin', 'python')
if not os.path.isfile(binary):
executable = self.args.get('executable',
utils.best_executable())
if 'python3' in executable:
# use stdlib venv
args = [dst]
self.sh([executable, '-m', 'venv', '--without-pip'] + args)
self.sh([binary, '-m', 'ensurepip'], check=False)
else:
# use virtualenv
dirname = os.path.dirname(sys.executable)
venv = os.path.join(dirname, 'virtualenv')
if not os.path.isfile(venv):
venv = 'virtualenv'
res = self.sh([venv, '-p', executable, dst])
if not os.path.isfile(binary):
raise OSError('Not able to create {0}'.format(binary))
has_pip = False
if os.path.isfile(pip):
has_pip = True
if not has_pip:
res = self.sh([binary, '-m', 'pip', '--version'], check=False)
if res['rc'] == 0:
has_pip = True
if not has_pip:
<|code_end|>
. Use current file imports:
import os
import sys
import logging
from nuka import utils
from nuka.tasks import file
from nuka.tasks import http
and context (classes, functions, or code) from other files:
# Path: nuka/utils.py
# PY3 = sys.version_info[0] == 3
# ARCHIVE_EXTS = ('.gz', '.tar', '.zip')
# LOG = 60
# CHANGED = logging.WARNING + 1
# PROGRESS = logging.WARNING + 2
# def next(o):
# def default_watcher(delay=5):
# def watcher(task, process):
# def import_module(name):
# def makedirs(dirname, mod=None, own=None):
# def chmod(dst, mod, recursive=False):
# def chown(dst, own, recursive=False):
# def best_executable():
# def isexecutable(path):
# def __init__(self, value, alphabet=None, length=16):
# def iterator(self):
# def next(self):
# def proto_dumps(data, content_type=u'plain'):
# def proto_dumps_std(data, std, content_type='plain'):
# def proto_dumps_std_threadsafe(data, std):
# def proto_loads_std(std):
# class secret(object):
#
# Path: nuka/tasks/file.py
# class exists(Task):
# class mkdir(Task):
# class mkdirs(Task):
# class rm(Task):
# class mv(Task):
# class chmod(Task):
# class chown(Task):
# class put(Task):
# class scripts(put):
# class cat(Task):
# class update(Task):
# def __init__(self, dst=None, **kwargs):
# def do(self):
# def diff(self):
# def __init__(self, dst=None, mod=None, own=None, **kwargs):
# def do(self):
# def diff(self):
# def __init__(self, directories=None, **kwargs):
# def do(self):
# def diff(self):
# def __init__(self, dst=None, **kwargs):
# def do(self):
# def diff(self):
# def __init__(self, src=None, dst=None, **kwargs):
# def do(self):
# def diff(self):
# def __init__(self, dst=None, mod='644', recursive=False, **kwargs):
# def do(self):
# def __init__(self, dst=None, own='root:root', recursive=False, **kwargs):
# def do(self):
# def __init__(self, files=None, **kwargs):
# def pre_process(self):
# def do(self):
# def diff(self):
# def do(self):
# def __init__(self, src=None, **kwargs):
# def do(self):
# def __init__(self, dst=None, replaces=None, appends=None, **kwargs):
# def pre_process(self):
# def update(self, data):
# def do(self):
# def diff(self, dst=None, **kwargs):
#
# Path: nuka/tasks/http.py
# class fetch(Task):
# def __init__(self, src=None, dst=None, **kwargs):
# def fetch(self, dst, src):
# def do(self):
. Output only the next line. | res = self.check(http.fetch( |
Given snippet: <|code_start|># -*- coding: utf-8 -*-
pytestmark = [
pytest.mark.skipif(
'python2' in os.environ['ENV_NAME'], reason='need a recent pip'),
]
@pytest.mark.asyncio
async def test_virtualenv_doc(host):
res = await venv.virtualenv('/tmp/venv')
assert res
@pytest.mark.asyncio
async def test_requirements(host, diff_mode):
<|code_end|>
, continue by predicting the next line. Consider current file imports:
import os
import pytest
import tempfile
from nuka.tasks import file
from nuka.tasks import virtualenv as venv
and context:
# Path: nuka/tasks/file.py
# class exists(Task):
# class mkdir(Task):
# class mkdirs(Task):
# class rm(Task):
# class mv(Task):
# class chmod(Task):
# class chown(Task):
# class put(Task):
# class scripts(put):
# class cat(Task):
# class update(Task):
# def __init__(self, dst=None, **kwargs):
# def do(self):
# def diff(self):
# def __init__(self, dst=None, mod=None, own=None, **kwargs):
# def do(self):
# def diff(self):
# def __init__(self, directories=None, **kwargs):
# def do(self):
# def diff(self):
# def __init__(self, dst=None, **kwargs):
# def do(self):
# def diff(self):
# def __init__(self, src=None, dst=None, **kwargs):
# def do(self):
# def diff(self):
# def __init__(self, dst=None, mod='644', recursive=False, **kwargs):
# def do(self):
# def __init__(self, dst=None, own='root:root', recursive=False, **kwargs):
# def do(self):
# def __init__(self, files=None, **kwargs):
# def pre_process(self):
# def do(self):
# def diff(self):
# def do(self):
# def __init__(self, src=None, **kwargs):
# def do(self):
# def __init__(self, dst=None, replaces=None, appends=None, **kwargs):
# def pre_process(self):
# def update(self, data):
# def do(self):
# def diff(self, dst=None, **kwargs):
#
# Path: nuka/tasks/virtualenv.py
# class virtualenv(file.put):
# """create a python virtualenv"""
#
# def __init__(self, dst=None, requirements=None, upgrade=False, **kwargs):
# kwargs.setdefault('name', dst)
# kwargs.setdefault('requirements', requirements)
# super(virtualenv, self).__init__(dst=dst, **kwargs)
#
# def pre_process(self):
# if self.args['requirements']:
# self.args['files'] = [dict(
# src=self.args['requirements'],
# dst=os.path.join(self.args['dst'],
# os.path.basename(self.args['requirements'])))]
# super(virtualenv, self).pre_process()
#
# def do(self):
# dst = self.args['dst']
# pip = os.path.join(dst, 'bin', 'pip')
# binary = os.path.join(dst, 'bin', 'python')
# if not os.path.isfile(binary):
# executable = self.args.get('executable',
# utils.best_executable())
# if 'python3' in executable:
# # use stdlib venv
# args = [dst]
# self.sh([executable, '-m', 'venv', '--without-pip'] + args)
# self.sh([binary, '-m', 'ensurepip'], check=False)
# else:
# # use virtualenv
# dirname = os.path.dirname(sys.executable)
# venv = os.path.join(dirname, 'virtualenv')
# if not os.path.isfile(venv):
# venv = 'virtualenv'
#
# res = self.sh([venv, '-p', executable, dst])
#
# if not os.path.isfile(binary):
# raise OSError('Not able to create {0}'.format(binary))
#
# has_pip = False
# if os.path.isfile(pip):
# has_pip = True
# if not has_pip:
# res = self.sh([binary, '-m', 'pip', '--version'], check=False)
# if res['rc'] == 0:
# has_pip = True
#
# if not has_pip:
# res = self.check(http.fetch(
# src=GET_PIP,
# dst=os.path.join(dst, 'get-pip.py')).do())
# res = self.sh([binary, res['dst']])
# else:
# res = dict(rc=0)
#
# files = self.args.get('files') or []
# if files:
# self.check(super(virtualenv, self).do())
# for f in files:
# if os.path.isfile(pip):
# cmd = [pip, 'install']
# else:
# cmd = [binary, '-m', 'pip', 'install']
# if self.args.get('upgrade'):
# cmd.append('--upgrade')
# cmd.extend(['-r', f['dst']])
# self.sh(cmd)
# res.update(python=binary)
# return res
#
# def diff(self):
# dst = self.args['dst']
# binary = os.path.join(dst, 'bin', 'python')
# diff = ''
# if not os.path.isfile(binary):
# diff += self.texts_diff('', binary, fromfile=dst)
# res = super(virtualenv, self).diff()
# diff += res.get('diff', '')
# return dict(rc=0, diff=diff, python=binary)
which might include code, classes, or functions. Output only the next line. | if await file.exists('/tmp/venv'): |
Here is a snippet: <|code_start|># -*- coding: utf-8 -*-
pytestmark = [
pytest.mark.skipif(
'python2' in os.environ['ENV_NAME'], reason='need a recent pip'),
]
@pytest.mark.asyncio
async def test_virtualenv_doc(host):
<|code_end|>
. Write the next line using the current file imports:
import os
import pytest
import tempfile
from nuka.tasks import file
from nuka.tasks import virtualenv as venv
and context from other files:
# Path: nuka/tasks/file.py
# class exists(Task):
# class mkdir(Task):
# class mkdirs(Task):
# class rm(Task):
# class mv(Task):
# class chmod(Task):
# class chown(Task):
# class put(Task):
# class scripts(put):
# class cat(Task):
# class update(Task):
# def __init__(self, dst=None, **kwargs):
# def do(self):
# def diff(self):
# def __init__(self, dst=None, mod=None, own=None, **kwargs):
# def do(self):
# def diff(self):
# def __init__(self, directories=None, **kwargs):
# def do(self):
# def diff(self):
# def __init__(self, dst=None, **kwargs):
# def do(self):
# def diff(self):
# def __init__(self, src=None, dst=None, **kwargs):
# def do(self):
# def diff(self):
# def __init__(self, dst=None, mod='644', recursive=False, **kwargs):
# def do(self):
# def __init__(self, dst=None, own='root:root', recursive=False, **kwargs):
# def do(self):
# def __init__(self, files=None, **kwargs):
# def pre_process(self):
# def do(self):
# def diff(self):
# def do(self):
# def __init__(self, src=None, **kwargs):
# def do(self):
# def __init__(self, dst=None, replaces=None, appends=None, **kwargs):
# def pre_process(self):
# def update(self, data):
# def do(self):
# def diff(self, dst=None, **kwargs):
#
# Path: nuka/tasks/virtualenv.py
# class virtualenv(file.put):
# """create a python virtualenv"""
#
# def __init__(self, dst=None, requirements=None, upgrade=False, **kwargs):
# kwargs.setdefault('name', dst)
# kwargs.setdefault('requirements', requirements)
# super(virtualenv, self).__init__(dst=dst, **kwargs)
#
# def pre_process(self):
# if self.args['requirements']:
# self.args['files'] = [dict(
# src=self.args['requirements'],
# dst=os.path.join(self.args['dst'],
# os.path.basename(self.args['requirements'])))]
# super(virtualenv, self).pre_process()
#
# def do(self):
# dst = self.args['dst']
# pip = os.path.join(dst, 'bin', 'pip')
# binary = os.path.join(dst, 'bin', 'python')
# if not os.path.isfile(binary):
# executable = self.args.get('executable',
# utils.best_executable())
# if 'python3' in executable:
# # use stdlib venv
# args = [dst]
# self.sh([executable, '-m', 'venv', '--without-pip'] + args)
# self.sh([binary, '-m', 'ensurepip'], check=False)
# else:
# # use virtualenv
# dirname = os.path.dirname(sys.executable)
# venv = os.path.join(dirname, 'virtualenv')
# if not os.path.isfile(venv):
# venv = 'virtualenv'
#
# res = self.sh([venv, '-p', executable, dst])
#
# if not os.path.isfile(binary):
# raise OSError('Not able to create {0}'.format(binary))
#
# has_pip = False
# if os.path.isfile(pip):
# has_pip = True
# if not has_pip:
# res = self.sh([binary, '-m', 'pip', '--version'], check=False)
# if res['rc'] == 0:
# has_pip = True
#
# if not has_pip:
# res = self.check(http.fetch(
# src=GET_PIP,
# dst=os.path.join(dst, 'get-pip.py')).do())
# res = self.sh([binary, res['dst']])
# else:
# res = dict(rc=0)
#
# files = self.args.get('files') or []
# if files:
# self.check(super(virtualenv, self).do())
# for f in files:
# if os.path.isfile(pip):
# cmd = [pip, 'install']
# else:
# cmd = [binary, '-m', 'pip', 'install']
# if self.args.get('upgrade'):
# cmd.append('--upgrade')
# cmd.extend(['-r', f['dst']])
# self.sh(cmd)
# res.update(python=binary)
# return res
#
# def diff(self):
# dst = self.args['dst']
# binary = os.path.join(dst, 'bin', 'python')
# diff = ''
# if not os.path.isfile(binary):
# diff += self.texts_diff('', binary, fromfile=dst)
# res = super(virtualenv, self).diff()
# diff += res.get('diff', '')
# return dict(rc=0, diff=diff, python=binary)
, which may include functions, classes, or code. Output only the next line. | res = await venv.virtualenv('/tmp/venv') |
Given snippet: <|code_start|> self.name = vars.get('name', self.name)
self.vars = vars
self.max_sessions = int(self.vars.pop('max_sessions', 10))
self.vars.setdefault('user', 'root')
self.vars.setdefault('port', '22')
self.vars.setdefault('use_sudo', False)
self.vars.setdefault('archive_modes', ('x:gz',))
self.loop = vars.pop('loop', asyncio.get_event_loop())
self._sessions = deque()
self._cancelled = False
self._failed = None
self._start = time.time()
self._processes = {}
self._tasks = []
self._named_tasks = {}
self._task_times = []
self._start = time.time()
self._log = None
logger = self.vars.pop('logger', None)
if logger is not None: # pragma: no cover
self._log = logger
self.fully_booted = asyncio.Future(loop=self.loop)
all_hosts[self.name] = self
@property
<|code_end|>
, continue by predicting the next line. Consider current file imports:
import os
import sys
import time
import asyncio
import resource
import nuka
from operator import itemgetter
from collections import deque
from collections import OrderedDict
from nuka import log
from nuka import process
from nuka.task import wait_for_boot
from nuka.task import get_task_from_stack
from nuka.task import destroy as destroy_task
and context:
# Path: nuka/log.py
# class HostLogger(logging.Logger):
# class HostFileHandler(logging.FileHandler):
# class HostStreamHandler(logging.StreamHandler):
# def __init__(self, host):
# def changed(self, *args, **kwargs):
# def __call__(self, msg, *args, **kwargs):
# def _extra_logs(self, level, i, *args, **kwargs):
# def debug2(self, *args, **kwargs):
# def debug3(self, *args, **kwargs):
# def debug4(self, *args, **kwargs):
# def debug5(self, *args, **kwargs):
# def exception5(self, *args, **kwargs):
# def __init__(self, host, level, filename=None):
# def rollover(self):
# def __init__(self, host, level):
# def format(self, record):
#
# Path: nuka/process.py
# DEFAULT_LIMIT = streams._DEFAULT_LIMIT
# class BaseProcess:
# class Process(subprocess.Process, BaseProcess):
# class SSHClient(asyncssh.SSHClient):
# class SSHClientProcess(asyncssh.SSHClientProcess, BaseProcess):
# async def send_message(self, message, drain=True):
# async def next_message(self):
# async def exit(self):
# def __init__(self, transport, protocol, host, task, cmd, start):
# def __init__(self, uid):
# def connection_made(self, *args, **kwargs):
# def auth_completed(self, *args, **kwargs):
# def __init__(self, host, task, cmd, start):
# def returncode(self):
# async def get_keys(loop):
# def get_known_hosts(filename):
# async def delay_connection(uid, loop):
# async def create(cmd, host, task=None):
# def protocol_factory():
# def protocol_factory():
# def close_connections():
# def close_awaiting_tasks():
#
# Path: nuka/task.py
# async def wait_for_boot(host):
# if not host.fully_booted.done():
# create_setup_tasks(host)
# task = host._named_tasks[setup.__name__]
# if not task.done():
# await task
#
# Path: nuka/task.py
# def get_task_from_stack():
# for info in inspect.stack(3):
# f = info.frame
# self = f.f_locals.get('self')
# if isinstance(f.f_locals.get('self'), Base):
# return self
#
# Path: nuka/task.py
# class destroy(SetupTask):
# """destroy the host"""
#
# def __init__(self, host):
# host._cancelled = False
# super().__init__(host=host)
#
# def __class_name__(self):
# return 'destroy'
#
# async def run(self):
# if 'destroyed' not in self.host.vars:
# await self.host.destroy()
which might include code, classes, or functions. Output only the next line. | def log(self): |
Based on the snippet: <|code_start|> async def destroy(self): # pragma: no cover
"""destroy the host"""
self.vars['destroyed'] = True
return dict(rc=0)
async def acquire_session_slot(self):
while self.processes_count > MAX_PROCESSES:
self.log.debug5('wait for free fds')
await asyncio.sleep(.5, loop=self.loop)
sessions = self._sessions
ll = len(sessions)
if ll >= self.max_sessions: # pragma: no cover
self.log.debug5('wait for a session')
while ll >= self.max_sessions:
if not self.cancelled():
await asyncio.sleep(.5, loop=self.loop)
else:
return sessions
ll = len(sessions)
self.__class__.processes_count += 1
sessions.append(1)
def free_session_slot(self):
self.__class__.processes_count -= 1
self._sessions.pop()
async def create_process(self, cmd, task=None, **kwargs):
if self.cancelled():
raise asyncio.CancelledError()
process_cmd = self.wraps_command_line(cmd, **kwargs)
<|code_end|>
, predict the immediate next line with the help of imports:
import os
import sys
import time
import asyncio
import resource
import nuka
from operator import itemgetter
from collections import deque
from collections import OrderedDict
from nuka import log
from nuka import process
from nuka.task import wait_for_boot
from nuka.task import get_task_from_stack
from nuka.task import destroy as destroy_task
and context (classes, functions, sometimes code) from other files:
# Path: nuka/log.py
# class HostLogger(logging.Logger):
# class HostFileHandler(logging.FileHandler):
# class HostStreamHandler(logging.StreamHandler):
# def __init__(self, host):
# def changed(self, *args, **kwargs):
# def __call__(self, msg, *args, **kwargs):
# def _extra_logs(self, level, i, *args, **kwargs):
# def debug2(self, *args, **kwargs):
# def debug3(self, *args, **kwargs):
# def debug4(self, *args, **kwargs):
# def debug5(self, *args, **kwargs):
# def exception5(self, *args, **kwargs):
# def __init__(self, host, level, filename=None):
# def rollover(self):
# def __init__(self, host, level):
# def format(self, record):
#
# Path: nuka/process.py
# DEFAULT_LIMIT = streams._DEFAULT_LIMIT
# class BaseProcess:
# class Process(subprocess.Process, BaseProcess):
# class SSHClient(asyncssh.SSHClient):
# class SSHClientProcess(asyncssh.SSHClientProcess, BaseProcess):
# async def send_message(self, message, drain=True):
# async def next_message(self):
# async def exit(self):
# def __init__(self, transport, protocol, host, task, cmd, start):
# def __init__(self, uid):
# def connection_made(self, *args, **kwargs):
# def auth_completed(self, *args, **kwargs):
# def __init__(self, host, task, cmd, start):
# def returncode(self):
# async def get_keys(loop):
# def get_known_hosts(filename):
# async def delay_connection(uid, loop):
# async def create(cmd, host, task=None):
# def protocol_factory():
# def protocol_factory():
# def close_connections():
# def close_awaiting_tasks():
#
# Path: nuka/task.py
# async def wait_for_boot(host):
# if not host.fully_booted.done():
# create_setup_tasks(host)
# task = host._named_tasks[setup.__name__]
# if not task.done():
# await task
#
# Path: nuka/task.py
# def get_task_from_stack():
# for info in inspect.stack(3):
# f = info.frame
# self = f.f_locals.get('self')
# if isinstance(f.f_locals.get('self'), Base):
# return self
#
# Path: nuka/task.py
# class destroy(SetupTask):
# """destroy the host"""
#
# def __init__(self, host):
# host._cancelled = False
# super().__init__(host=host)
#
# def __class_name__(self):
# return 'destroy'
#
# async def run(self):
# if 'destroyed' not in self.host.vars:
# await self.host.destroy()
. Output only the next line. | proc = await process.create(process_cmd, self, task) |
Predict the next line after this snippet: <|code_start|>
@property
def private_ip(self):
"""return host's private ip"""
return self._get_best_addresses(public=False)
def __getattr__(self, attr):
return self.vars[attr]
def __str__(self):
return self.name
def __repr__(self):
s = '<{0} {1}'.format(self.__class__.__name__, self.name)
if self.cancelled():
s += ' cancelled'
s += '>'
return s
@property
def bootstrap_command(self):
return self.vars.get('bootstrap_command')
async def boot(self): # pragma: no cover
"""boot the host"""
return dict(rc=0)
async def get_inventory(self): # pragma: no cover
"""return host's inventory. await for host's boot & setup if needed"""
if not self.fully_booted.done():
<|code_end|>
using the current file's imports:
import os
import sys
import time
import asyncio
import resource
import nuka
from operator import itemgetter
from collections import deque
from collections import OrderedDict
from nuka import log
from nuka import process
from nuka.task import wait_for_boot
from nuka.task import get_task_from_stack
from nuka.task import destroy as destroy_task
and any relevant context from other files:
# Path: nuka/log.py
# class HostLogger(logging.Logger):
# class HostFileHandler(logging.FileHandler):
# class HostStreamHandler(logging.StreamHandler):
# def __init__(self, host):
# def changed(self, *args, **kwargs):
# def __call__(self, msg, *args, **kwargs):
# def _extra_logs(self, level, i, *args, **kwargs):
# def debug2(self, *args, **kwargs):
# def debug3(self, *args, **kwargs):
# def debug4(self, *args, **kwargs):
# def debug5(self, *args, **kwargs):
# def exception5(self, *args, **kwargs):
# def __init__(self, host, level, filename=None):
# def rollover(self):
# def __init__(self, host, level):
# def format(self, record):
#
# Path: nuka/process.py
# DEFAULT_LIMIT = streams._DEFAULT_LIMIT
# class BaseProcess:
# class Process(subprocess.Process, BaseProcess):
# class SSHClient(asyncssh.SSHClient):
# class SSHClientProcess(asyncssh.SSHClientProcess, BaseProcess):
# async def send_message(self, message, drain=True):
# async def next_message(self):
# async def exit(self):
# def __init__(self, transport, protocol, host, task, cmd, start):
# def __init__(self, uid):
# def connection_made(self, *args, **kwargs):
# def auth_completed(self, *args, **kwargs):
# def __init__(self, host, task, cmd, start):
# def returncode(self):
# async def get_keys(loop):
# def get_known_hosts(filename):
# async def delay_connection(uid, loop):
# async def create(cmd, host, task=None):
# def protocol_factory():
# def protocol_factory():
# def close_connections():
# def close_awaiting_tasks():
#
# Path: nuka/task.py
# async def wait_for_boot(host):
# if not host.fully_booted.done():
# create_setup_tasks(host)
# task = host._named_tasks[setup.__name__]
# if not task.done():
# await task
#
# Path: nuka/task.py
# def get_task_from_stack():
# for info in inspect.stack(3):
# f = info.frame
# self = f.f_locals.get('self')
# if isinstance(f.f_locals.get('self'), Base):
# return self
#
# Path: nuka/task.py
# class destroy(SetupTask):
# """destroy the host"""
#
# def __init__(self, host):
# host._cancelled = False
# super().__init__(host=host)
#
# def __class_name__(self):
# return 'destroy'
#
# async def run(self):
# if 'destroyed' not in self.host.vars:
# await self.host.destroy()
. Output only the next line. | await wait_for_boot(self) |
Based on the snippet: <|code_start|>
RLIMIT_NOFILE = resource.getrlimit(resource.RLIMIT_NOFILE)[1]
resource.setrlimit(resource.RLIMIT_NOFILE, (RLIMIT_NOFILE, RLIMIT_NOFILE))
MAX_PROCESSES = int(RLIMIT_NOFILE / 4)
class HostGroup(OrderedDict):
"""A dict like object to group hosts"""
async def boot(self):
raise NotImplementedError()
async def destroy(self): # pragma: no cover
hosts = list(self.values())
if hosts:
return await asyncio.wait([destroy_task(h) for h in hosts])
def __repr__(self):
return repr([k for k in self])
all_hosts = HostGroup()
nuka.config['all_hosts'] = all_hosts
class TimeIt(object):
def __init__(self, host, task=None, **kwargs):
if task is None: # pragma: no cover
<|code_end|>
, predict the immediate next line with the help of imports:
import os
import sys
import time
import asyncio
import resource
import nuka
from operator import itemgetter
from collections import deque
from collections import OrderedDict
from nuka import log
from nuka import process
from nuka.task import wait_for_boot
from nuka.task import get_task_from_stack
from nuka.task import destroy as destroy_task
and context (classes, functions, sometimes code) from other files:
# Path: nuka/log.py
# class HostLogger(logging.Logger):
# class HostFileHandler(logging.FileHandler):
# class HostStreamHandler(logging.StreamHandler):
# def __init__(self, host):
# def changed(self, *args, **kwargs):
# def __call__(self, msg, *args, **kwargs):
# def _extra_logs(self, level, i, *args, **kwargs):
# def debug2(self, *args, **kwargs):
# def debug3(self, *args, **kwargs):
# def debug4(self, *args, **kwargs):
# def debug5(self, *args, **kwargs):
# def exception5(self, *args, **kwargs):
# def __init__(self, host, level, filename=None):
# def rollover(self):
# def __init__(self, host, level):
# def format(self, record):
#
# Path: nuka/process.py
# DEFAULT_LIMIT = streams._DEFAULT_LIMIT
# class BaseProcess:
# class Process(subprocess.Process, BaseProcess):
# class SSHClient(asyncssh.SSHClient):
# class SSHClientProcess(asyncssh.SSHClientProcess, BaseProcess):
# async def send_message(self, message, drain=True):
# async def next_message(self):
# async def exit(self):
# def __init__(self, transport, protocol, host, task, cmd, start):
# def __init__(self, uid):
# def connection_made(self, *args, **kwargs):
# def auth_completed(self, *args, **kwargs):
# def __init__(self, host, task, cmd, start):
# def returncode(self):
# async def get_keys(loop):
# def get_known_hosts(filename):
# async def delay_connection(uid, loop):
# async def create(cmd, host, task=None):
# def protocol_factory():
# def protocol_factory():
# def close_connections():
# def close_awaiting_tasks():
#
# Path: nuka/task.py
# async def wait_for_boot(host):
# if not host.fully_booted.done():
# create_setup_tasks(host)
# task = host._named_tasks[setup.__name__]
# if not task.done():
# await task
#
# Path: nuka/task.py
# def get_task_from_stack():
# for info in inspect.stack(3):
# f = info.frame
# self = f.f_locals.get('self')
# if isinstance(f.f_locals.get('self'), Base):
# return self
#
# Path: nuka/task.py
# class destroy(SetupTask):
# """destroy the host"""
#
# def __init__(self, host):
# host._cancelled = False
# super().__init__(host=host)
#
# def __class_name__(self):
# return 'destroy'
#
# async def run(self):
# if 'destroyed' not in self.host.vars:
# await self.host.destroy()
. Output only the next line. | task = get_task_from_stack() |
Predict the next line after this snippet: <|code_start|>#
# nuka is free software: you can redistribute it and/or modify
# it under the terms of the GNU General Public License as published by
# the Free Software Foundation, either version 3 of the License, or
# (at your option) any later version.
#
# nuka is distributed in the hope that it will be useful,
# but WITHOUT ANY WARRANTY; without even the implied warranty of
# MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
# GNU General Public License for more details.
#
# You should have received a copy of the GNU General Public License
# along with nuka. If not, see <http://www.gnu.org/licenses/>.
RLIMIT_NOFILE = resource.getrlimit(resource.RLIMIT_NOFILE)[1]
resource.setrlimit(resource.RLIMIT_NOFILE, (RLIMIT_NOFILE, RLIMIT_NOFILE))
MAX_PROCESSES = int(RLIMIT_NOFILE / 4)
class HostGroup(OrderedDict):
"""A dict like object to group hosts"""
async def boot(self):
raise NotImplementedError()
async def destroy(self): # pragma: no cover
hosts = list(self.values())
if hosts:
<|code_end|>
using the current file's imports:
import os
import sys
import time
import asyncio
import resource
import nuka
from operator import itemgetter
from collections import deque
from collections import OrderedDict
from nuka import log
from nuka import process
from nuka.task import wait_for_boot
from nuka.task import get_task_from_stack
from nuka.task import destroy as destroy_task
and any relevant context from other files:
# Path: nuka/log.py
# class HostLogger(logging.Logger):
# class HostFileHandler(logging.FileHandler):
# class HostStreamHandler(logging.StreamHandler):
# def __init__(self, host):
# def changed(self, *args, **kwargs):
# def __call__(self, msg, *args, **kwargs):
# def _extra_logs(self, level, i, *args, **kwargs):
# def debug2(self, *args, **kwargs):
# def debug3(self, *args, **kwargs):
# def debug4(self, *args, **kwargs):
# def debug5(self, *args, **kwargs):
# def exception5(self, *args, **kwargs):
# def __init__(self, host, level, filename=None):
# def rollover(self):
# def __init__(self, host, level):
# def format(self, record):
#
# Path: nuka/process.py
# DEFAULT_LIMIT = streams._DEFAULT_LIMIT
# class BaseProcess:
# class Process(subprocess.Process, BaseProcess):
# class SSHClient(asyncssh.SSHClient):
# class SSHClientProcess(asyncssh.SSHClientProcess, BaseProcess):
# async def send_message(self, message, drain=True):
# async def next_message(self):
# async def exit(self):
# def __init__(self, transport, protocol, host, task, cmd, start):
# def __init__(self, uid):
# def connection_made(self, *args, **kwargs):
# def auth_completed(self, *args, **kwargs):
# def __init__(self, host, task, cmd, start):
# def returncode(self):
# async def get_keys(loop):
# def get_known_hosts(filename):
# async def delay_connection(uid, loop):
# async def create(cmd, host, task=None):
# def protocol_factory():
# def protocol_factory():
# def close_connections():
# def close_awaiting_tasks():
#
# Path: nuka/task.py
# async def wait_for_boot(host):
# if not host.fully_booted.done():
# create_setup_tasks(host)
# task = host._named_tasks[setup.__name__]
# if not task.done():
# await task
#
# Path: nuka/task.py
# def get_task_from_stack():
# for info in inspect.stack(3):
# f = info.frame
# self = f.f_locals.get('self')
# if isinstance(f.f_locals.get('self'), Base):
# return self
#
# Path: nuka/task.py
# class destroy(SetupTask):
# """destroy the host"""
#
# def __init__(self, host):
# host._cancelled = False
# super().__init__(host=host)
#
# def __class_name__(self):
# return 'destroy'
#
# async def run(self):
# if 'destroyed' not in self.host.vars:
# await self.host.destroy()
. Output only the next line. | return await asyncio.wait([destroy_task(h) for h in hosts]) |
Here is a snippet: <|code_start|># -*- coding: utf-8 -*-
pytestmark = [
pytest.mark.skipif(
'centos' not in os.environ['ENV_NAME'], reason='centos only'),
]
@pytest.mark.asyncio
async def test_update_doc(host):
<|code_end|>
. Write the next line using the current file imports:
from nuka.tasks import yum
import pytest
import os
and context from other files:
# Path: nuka/tasks/yum.py
# class update(Task):
# class install(Task):
# def __init__(self, cache=None, **kwargs):
# def do(self):
# def __init__(self, packages=None, update_cache=None, **kwargs):
# def pkg_list(self, packages):
# def do(self):
# def diff(self):
, which may include functions, classes, or code. Output only the next line. | res = await yum.update(cache=3600) |
Here is a snippet: <|code_start|># -*- coding: utf-8 -*-
@pytest.mark.asyncio
async def test_reports(host):
await command(['ls'])
<|code_end|>
. Write the next line using the current file imports:
import pytest
from nuka import reports
from nuka.tasks.shell import command
and context from other files:
# Path: nuka/reports.py
# def round_dict(d):
# def __init__(self, *args, **kwargs):
# def __getattr__(self, attr):
# def get_report_data(host):
# def build_reports(hosts):
# def run_dev_server(): # pragma: no cover
# def app(environ, start_response):
# class Item(dict):
#
# Path: nuka/tasks/shell.py
# class command(Task):
# """run a task"""
#
# def __init__(self, cmd=None, **kwargs):
# kwargs.setdefault('name', cmd)
# super(command, self).__init__(cmd=cmd, **kwargs)
#
# def do(self):
# kwargs = {}
# watch = self.args.get('watch')
# if watch: # pragma: no cover
# kwargs['watcher'] = utils.default_watcher(delay=watch)
# res = self.sh(self.args['cmd'], **kwargs)
# res.pop('stderr')
# return res
, which may include functions, classes, or code. Output only the next line. | reports.build_reports([host]) |
Given the code snippet: <|code_start|># -*- coding: utf-8 -*-
pytestmark = [
pytest.mark.skipif(
'debian' not in os.environ['ENV_NAME'], reason='debian only'),
]
@pytest.mark.asyncio
async def test_clone(host):
<|code_end|>
, generate the next line using the imports in this file:
from nuka.tasks import apt
from nuka.tasks import git
import pytest
import os
and context (functions, classes, or occasionally code) from other files:
# Path: nuka/tasks/apt.py
# GPG_HEADER = b'-----BEGIN PGP PUBLIC KEY BLOCK-----'
# def apt_watcher(delay, fd):
# def watcher(task, process):
# def __init__(self, name=None, src=None, key=None, update=True, **kwargs):
# def add_key(self, key):
# def do(self):
# def diff(self):
# def __init__(self, cache=None, **kwargs):
# def do(self):
# def __init__(self, update_cache=None, **kwargs):
# def do(self):
# def __init__(self, packages, **kwargs):
# def do(self):
# def __init__(self, packages=None, debconf=None,
# debian_frontend='noninteractive', **kwargs):
# def do(self):
# def __init__(self, selections=None, **kwargs):
# def do(self):
# def __init__(self, packages=None, debconf=None,
# debian_frontend='noninteractive', debian_priority=None,
# update_cache=None, install_recommends=False, **kwargs):
# def get_packages_list(self, packages):
# def do(self):
# def diff(self):
# class source(Task):
# class update(Task):
# class list(Task):
# class search(Task):
# class upgrade(Task):
# class debconf_set_selections(Task):
# class install(Task):
#
# Path: nuka/tasks/git.py
# class git(Task):
# """git clone/fetch"""
#
# def __init__(self, src=None, dst=None,
# branch=None, tag=None, **kwargs):
# kwargs.setdefault('name', src)
# kwargs.update(src=src, dst=dst, branch=branch, tag=tag)
# super(git, self).__init__(**kwargs)
#
# def pre_process(self):
# if self.args['branch'] and self.args['tag']:
# raise RuntimeError('Do not use both tag and branch')
# if self.args['branch'] is None and self.args['tag'] is None:
# self.args['branch'] = 'master'
# if self.args['tag']:
# self.args['depth'] = 1
#
# def current_ref(self):
# ref = self.sh(['git', 'rev-parse', 'HEAD'], check=False)
# if ref['rc'] == 0:
# ref = ref['stdout'].strip()
# return ref
#
# def do(self):
# src = self.args['src']
# dst = self.args['dst']
# branch = self.args['branch']
# tag = self.args['tag']
# ref = branch or tag
# cmd = ['git']
# if os.path.isdir(dst):
# old_ref = self.current_ref()
# os.chdir(dst)
# cmd.append('fetch')
# if tag:
# cmd.append('--depth=1')
# cmd.extend([src, ref])
# else:
# old_ref = None
# cmd += ['clone']
# if tag:
# cmd.extend([
# '--depth=1', '--single-branch',
# '-b', tag, '--depth=1'])
# cmd.extend([src, dst])
# log.info(cmd)
# self.sh(cmd)
# os.chdir(dst)
# if tag:
# self.sh(['git', 'fetch', '--tags'])
# res = self.sh(['git', 'checkout', ref])
# res['changed'] = old_ref != self.current_ref()
# return res
. Output only the next line. | assert (await apt.install(packages=['git'])) |
Continue the code snippet: <|code_start|># -*- coding: utf-8 -*-
pytestmark = [
pytest.mark.skipif(
'debian' not in os.environ['ENV_NAME'], reason='debian only'),
]
@pytest.mark.asyncio
async def test_clone(host):
assert (await apt.install(packages=['git']))
# FIXME: branch sucks on wheezy. maybe because an old git version
# res = await git.git(
# src='https://github.com/gawel/aiocron.git',
# dst='/tmp/nuka_clone',
# )
# assert res
<|code_end|>
. Use current file imports:
from nuka.tasks import apt
from nuka.tasks import git
import pytest
import os
and context (classes, functions, or code) from other files:
# Path: nuka/tasks/apt.py
# GPG_HEADER = b'-----BEGIN PGP PUBLIC KEY BLOCK-----'
# def apt_watcher(delay, fd):
# def watcher(task, process):
# def __init__(self, name=None, src=None, key=None, update=True, **kwargs):
# def add_key(self, key):
# def do(self):
# def diff(self):
# def __init__(self, cache=None, **kwargs):
# def do(self):
# def __init__(self, update_cache=None, **kwargs):
# def do(self):
# def __init__(self, packages, **kwargs):
# def do(self):
# def __init__(self, packages=None, debconf=None,
# debian_frontend='noninteractive', **kwargs):
# def do(self):
# def __init__(self, selections=None, **kwargs):
# def do(self):
# def __init__(self, packages=None, debconf=None,
# debian_frontend='noninteractive', debian_priority=None,
# update_cache=None, install_recommends=False, **kwargs):
# def get_packages_list(self, packages):
# def do(self):
# def diff(self):
# class source(Task):
# class update(Task):
# class list(Task):
# class search(Task):
# class upgrade(Task):
# class debconf_set_selections(Task):
# class install(Task):
#
# Path: nuka/tasks/git.py
# class git(Task):
# """git clone/fetch"""
#
# def __init__(self, src=None, dst=None,
# branch=None, tag=None, **kwargs):
# kwargs.setdefault('name', src)
# kwargs.update(src=src, dst=dst, branch=branch, tag=tag)
# super(git, self).__init__(**kwargs)
#
# def pre_process(self):
# if self.args['branch'] and self.args['tag']:
# raise RuntimeError('Do not use both tag and branch')
# if self.args['branch'] is None and self.args['tag'] is None:
# self.args['branch'] = 'master'
# if self.args['tag']:
# self.args['depth'] = 1
#
# def current_ref(self):
# ref = self.sh(['git', 'rev-parse', 'HEAD'], check=False)
# if ref['rc'] == 0:
# ref = ref['stdout'].strip()
# return ref
#
# def do(self):
# src = self.args['src']
# dst = self.args['dst']
# branch = self.args['branch']
# tag = self.args['tag']
# ref = branch or tag
# cmd = ['git']
# if os.path.isdir(dst):
# old_ref = self.current_ref()
# os.chdir(dst)
# cmd.append('fetch')
# if tag:
# cmd.append('--depth=1')
# cmd.extend([src, ref])
# else:
# old_ref = None
# cmd += ['clone']
# if tag:
# cmd.extend([
# '--depth=1', '--single-branch',
# '-b', tag, '--depth=1'])
# cmd.extend([src, dst])
# log.info(cmd)
# self.sh(cmd)
# os.chdir(dst)
# if tag:
# self.sh(['git', 'fetch', '--tags'])
# res = self.sh(['git', 'checkout', ref])
# res['changed'] = old_ref != self.current_ref()
# return res
. Output only the next line. | res = await git.git( |
Using the snippet: <|code_start|># GNU General Public License for more details.
#
# You should have received a copy of the GNU General Public License
# along with nuka. If not, see <http://www.gnu.org/licenses/>.
class HostLogger(logging.Logger):
"""Logger for a host that can log to a file and stdout at different
levels"""
def __init__(self, host):
self.host = host
stream_level = nuka.config['log']['levels']['stream_level']
file_level = nuka.config['log']['levels']['file_level']
super().__init__(host, max(stream_level, file_level))
if stream_level is not None:
if nuka.config['log']['quiet']:
filename = nuka.config['log']['stdout']
self.addHandler(HostFileHandler(host, level=stream_level,
filename=filename))
else:
self.addHandler(HostStreamHandler(host, level=stream_level))
self.addHandler(HostFileHandler(host, level=file_level))
def changed(self, *args, **kwargs):
self.log(CHANGED, *args, **kwargs)
def __call__(self, msg, *args, **kwargs):
<|code_end|>
, determine the next line of code. You have imports:
import logging
import sys
import os
import nuka
from nuka.utils import LOG
from nuka.utils import CHANGED
and context (class names, function names, or code) available:
# Path: nuka/utils.py
# LOG = 60
#
# Path: nuka/utils.py
# CHANGED = logging.WARNING + 1
. Output only the next line. | self.log(LOG, msg, *args, **kwargs) |
Using the snippet: <|code_start|># nuka is distributed in the hope that it will be useful,
# but WITHOUT ANY WARRANTY; without even the implied warranty of
# MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
# GNU General Public License for more details.
#
# You should have received a copy of the GNU General Public License
# along with nuka. If not, see <http://www.gnu.org/licenses/>.
class HostLogger(logging.Logger):
"""Logger for a host that can log to a file and stdout at different
levels"""
def __init__(self, host):
self.host = host
stream_level = nuka.config['log']['levels']['stream_level']
file_level = nuka.config['log']['levels']['file_level']
super().__init__(host, max(stream_level, file_level))
if stream_level is not None:
if nuka.config['log']['quiet']:
filename = nuka.config['log']['stdout']
self.addHandler(HostFileHandler(host, level=stream_level,
filename=filename))
else:
self.addHandler(HostStreamHandler(host, level=stream_level))
self.addHandler(HostFileHandler(host, level=file_level))
def changed(self, *args, **kwargs):
<|code_end|>
, determine the next line of code. You have imports:
import logging
import sys
import os
import nuka
from nuka.utils import LOG
from nuka.utils import CHANGED
and context (class names, function names, or code) available:
# Path: nuka/utils.py
# LOG = 60
#
# Path: nuka/utils.py
# CHANGED = logging.WARNING + 1
. Output only the next line. | self.log(CHANGED, *args, **kwargs) |
Given the code snippet: <|code_start|> '--nuka-dir', default=None,
help='directory to store logs & reports. Default: .nuka')
proc = self.add_argument_group('processes')
proc.add_argument('-d', '--connections-delay', type=float,
metavar='DELAY', default=.2,
help='delay ssh connections. Default: 0.2')
misc = self.add_argument_group('misc')
misc.add_argument('--ssh', action='store_true', default=False,
help='use ssh binary instead of asyncssh')
misc.add_argument('--uvloop', action='store_true', default=False,
help='use uvloop as eventloop')
@property
def arguments(self):
return list(self._option_string_actions)
def parse_known_args(self, *args, **kwargs):
self.args, argv = super().parse_known_args(*args, **kwargs)
return self.args, argv
def print_help(self):
self.help = True
# Ignore warnings like:
# sys:1: RuntimeWarning: coroutine 'do_something' was never awaited
warnings.simplefilter("ignore")
super().print_help()
def parse_args(self, *args, **kwargs):
self.args = super().parse_args(*args, **kwargs)
<|code_end|>
, generate the next line using the imports in this file:
import sys
import argparse
import warnings
from nuka.configuration import config
and context (functions, classes, or occasionally code) from other files:
# Path: nuka/configuration.py
# class Config(dict):
# def update_from_file(self, yaml_config): # pragma: no cover
# def finalize(self, args):
# def get_template_engine(self):
. Output only the next line. | if self.args.config: |
Here is a snippet: <|code_start|># Copyright 2017 by Bearstech <py@bearstech.com>
#
# This file is part of nuka.
#
# nuka is free software: you can redistribute it and/or modify
# it under the terms of the GNU General Public License as published by
# the Free Software Foundation, either version 3 of the License, or
# (at your option) any later version.
#
# nuka is distributed in the hope that it will be useful,
# but WITHOUT ANY WARRANTY; without even the implied warranty of
# MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
# GNU General Public License for more details.
#
# You should have received a copy of the GNU General Public License
# along with nuka. If not, see <http://www.gnu.org/licenses/>.
from __future__ import unicode_literals
def safe_iterator(iterator=None):
while True:
if iterator is not None:
try:
<|code_end|>
. Write the next line using the current file imports:
import os
import sys
import time
import codecs
import signal
import select
import difflib
import logging
import subprocess
import traceback
from nuka import utils
and context from other files:
# Path: nuka/utils.py
# PY3 = sys.version_info[0] == 3
# ARCHIVE_EXTS = ('.gz', '.tar', '.zip')
# LOG = 60
# CHANGED = logging.WARNING + 1
# PROGRESS = logging.WARNING + 2
# def next(o):
# def default_watcher(delay=5):
# def watcher(task, process):
# def import_module(name):
# def makedirs(dirname, mod=None, own=None):
# def chmod(dst, mod, recursive=False):
# def chown(dst, own, recursive=False):
# def best_executable():
# def isexecutable(path):
# def __init__(self, value, alphabet=None, length=16):
# def iterator(self):
# def next(self):
# def proto_dumps(data, content_type=u'plain'):
# def proto_dumps_std(data, std, content_type='plain'):
# def proto_dumps_std_threadsafe(data, std):
# def proto_loads_std(std):
# class secret(object):
, which may include functions, classes, or code. Output only the next line. | utils._next(iterator) |
Continue the code snippet: <|code_start|> args[new_k] = v
if not args:
raise RuntimeError((
'Not able to get the driver configuration for {} provider.'
).format(provider))
driver = klass(**args)
_drivers[ident] = driver
return driver
class Host(base.Host):
"""Host in the cloud"""
use_sudo = True
def __init__(self, hostname, node=None,
create=True, driver_args=None, create_node_args=None, **vars):
config = nuka.config.get(self.provider.lower(), {})
user = config.get('user') or 'root'
vars.setdefault('user', user)
vars['driver_args'] = driver_args or {}
vars['create_node_args'] = create_node_args or {}
super().__init__(hostname, **vars)
self.create = create
self._node = node
async def boot(self):
# we need to get the task from here.
# we cant retrieve it while in an executor
<|code_end|>
. Use current file imports:
from collections import defaultdict
from functools import partial
from libcloud.common.google import ResourceNotFoundError
from libcloud.compute.providers import get_driver
from libcloud.compute.types import Provider
from novaclient.client import Client as NovaClient
from novaclient.exceptions import NotFound
from nuka.task import get_task_from_stack
from nuka.hosts import base
from nuka import utils
from compose.project import Project
from compose import config
import ipaddress
import threading
import asyncio
import codecs
import time
import os
import nuka
and context (classes, functions, or code) from other files:
# Path: nuka/task.py
# def get_task_from_stack():
# for info in inspect.stack(3):
# f = info.frame
# self = f.f_locals.get('self')
# if isinstance(f.f_locals.get('self'), Base):
# return self
#
# Path: nuka/hosts/base.py
# RLIMIT_NOFILE = resource.getrlimit(resource.RLIMIT_NOFILE)[1]
# MAX_PROCESSES = int(RLIMIT_NOFILE / 4)
# class HostGroup(OrderedDict):
# class TimeIt(object):
# class BaseHost(object):
# class Host(BaseHost):
# class LocalHost(BaseHost):
# class Chroot(BaseHost):
# async def boot(self):
# async def destroy(self): # pragma: no cover
# def __repr__(self):
# def __init__(self, host, task=None, **kwargs):
# def __enter__(self, *args, **kwargs):
# def __exit__(self, *args, **kwargs):
# def __init__(self, hostname=None, port='22', **vars):
# def log(self):
# def add_task(self, task):
# def running_tasks(self):
# def timeit(self, task=None, **kwargs):
# def add_time(self, start=None, task=None, **kwargs):
# def cancel(self):
# def cancelled(self):
# def fail(self, exc):
# def failed(self):
# def _get_best_addresses(self, public=True):
# def public_ip(self):
# def private_ip(self):
# def __getattr__(self, attr):
# def __str__(self):
# def __repr__(self):
# def bootstrap_command(self):
# async def boot(self): # pragma: no cover
# async def get_inventory(self): # pragma: no cover
# async def destroy(self): # pragma: no cover
# async def acquire_session_slot(self):
# def free_session_slot(self):
# async def create_process(self, cmd, task=None, **kwargs):
# async def run_command(self, cmd=None, stdin=None, task=None, **kwargs):
# async def send_messages(self, message): # pragma: no cover
# def from_stdin(cls):
# def __init__(self, *args, **kwargs):
# def wraps_command_line(self, cmd, **kwargs):
# def __init__(self):
# def wraps_command_line(self, cmd, **kwargs):
# def __init__(self, path):
# def wraps_command_line(self, cmd, **kwargs):
#
# Path: nuka/utils.py
# PY3 = sys.version_info[0] == 3
# ARCHIVE_EXTS = ('.gz', '.tar', '.zip')
# LOG = 60
# CHANGED = logging.WARNING + 1
# PROGRESS = logging.WARNING + 2
# def next(o):
# def default_watcher(delay=5):
# def watcher(task, process):
# def import_module(name):
# def makedirs(dirname, mod=None, own=None):
# def chmod(dst, mod, recursive=False):
# def chown(dst, own, recursive=False):
# def best_executable():
# def isexecutable(path):
# def __init__(self, value, alphabet=None, length=16):
# def iterator(self):
# def next(self):
# def proto_dumps(data, content_type=u'plain'):
# def proto_dumps_std(data, std, content_type='plain'):
# def proto_dumps_std_threadsafe(data, std):
# def proto_loads_std(std):
# class secret(object):
. Output only the next line. | task = get_task_from_stack() |
Given the code snippet: <|code_start|> # cache one driver per thread. probably only usefull for main thread
ident = threading.get_ident()
driver = _drivers[provider].get(ident)
if driver is None:
if provider in nova_providers:
klass = NovaClient
else:
klass = get_driver(provider)
if not args:
args = nuka.config[provider.lower()].get('driver', {}) or {}
if isinstance(args, str):
# load arguments from file
with open(os.path.expanduser(args)) as fd:
args = utils.json.load(fd)
for k, new_k in _env_keys.get(provider, ()):
if k in os.environ:
v = os.environ[k]
args[new_k] = v
if not args:
raise RuntimeError((
'Not able to get the driver configuration for {} provider.'
).format(provider))
driver = klass(**args)
_drivers[ident] = driver
return driver
<|code_end|>
, generate the next line using the imports in this file:
from collections import defaultdict
from functools import partial
from libcloud.common.google import ResourceNotFoundError
from libcloud.compute.providers import get_driver
from libcloud.compute.types import Provider
from novaclient.client import Client as NovaClient
from novaclient.exceptions import NotFound
from nuka.task import get_task_from_stack
from nuka.hosts import base
from nuka import utils
from compose.project import Project
from compose import config
import ipaddress
import threading
import asyncio
import codecs
import time
import os
import nuka
and context (functions, classes, or occasionally code) from other files:
# Path: nuka/task.py
# def get_task_from_stack():
# for info in inspect.stack(3):
# f = info.frame
# self = f.f_locals.get('self')
# if isinstance(f.f_locals.get('self'), Base):
# return self
#
# Path: nuka/hosts/base.py
# RLIMIT_NOFILE = resource.getrlimit(resource.RLIMIT_NOFILE)[1]
# MAX_PROCESSES = int(RLIMIT_NOFILE / 4)
# class HostGroup(OrderedDict):
# class TimeIt(object):
# class BaseHost(object):
# class Host(BaseHost):
# class LocalHost(BaseHost):
# class Chroot(BaseHost):
# async def boot(self):
# async def destroy(self): # pragma: no cover
# def __repr__(self):
# def __init__(self, host, task=None, **kwargs):
# def __enter__(self, *args, **kwargs):
# def __exit__(self, *args, **kwargs):
# def __init__(self, hostname=None, port='22', **vars):
# def log(self):
# def add_task(self, task):
# def running_tasks(self):
# def timeit(self, task=None, **kwargs):
# def add_time(self, start=None, task=None, **kwargs):
# def cancel(self):
# def cancelled(self):
# def fail(self, exc):
# def failed(self):
# def _get_best_addresses(self, public=True):
# def public_ip(self):
# def private_ip(self):
# def __getattr__(self, attr):
# def __str__(self):
# def __repr__(self):
# def bootstrap_command(self):
# async def boot(self): # pragma: no cover
# async def get_inventory(self): # pragma: no cover
# async def destroy(self): # pragma: no cover
# async def acquire_session_slot(self):
# def free_session_slot(self):
# async def create_process(self, cmd, task=None, **kwargs):
# async def run_command(self, cmd=None, stdin=None, task=None, **kwargs):
# async def send_messages(self, message): # pragma: no cover
# def from_stdin(cls):
# def __init__(self, *args, **kwargs):
# def wraps_command_line(self, cmd, **kwargs):
# def __init__(self):
# def wraps_command_line(self, cmd, **kwargs):
# def __init__(self, path):
# def wraps_command_line(self, cmd, **kwargs):
#
# Path: nuka/utils.py
# PY3 = sys.version_info[0] == 3
# ARCHIVE_EXTS = ('.gz', '.tar', '.zip')
# LOG = 60
# CHANGED = logging.WARNING + 1
# PROGRESS = logging.WARNING + 2
# def next(o):
# def default_watcher(delay=5):
# def watcher(task, process):
# def import_module(name):
# def makedirs(dirname, mod=None, own=None):
# def chmod(dst, mod, recursive=False):
# def chown(dst, own, recursive=False):
# def best_executable():
# def isexecutable(path):
# def __init__(self, value, alphabet=None, length=16):
# def iterator(self):
# def next(self):
# def proto_dumps(data, content_type=u'plain'):
# def proto_dumps_std(data, std, content_type='plain'):
# def proto_dumps_std_threadsafe(data, std):
# def proto_loads_std(std):
# class secret(object):
. Output only the next line. | class Host(base.Host): |
Given snippet: <|code_start|> ),
Provider.OPENSTACK: (
('OS_VERSION', '2.0'),
('OS_AUTH_URL', 'auth_url'),
('OS_USERNAME', 'username'),
('OS_PASSWORD', 'password'),
('OS_PROJECT_NAME', 'project_name'),
('OS_PROJECT_ID', 'project_id'),
('OS_TENANT_NAME', 'project_name'),
('OS_TENANT_ID', 'project_id'),
('OS_REGION_NAME', 'region_name'),
)
}
def driver_from_config(provider, **args):
# cache one driver per thread. probably only usefull for main thread
ident = threading.get_ident()
driver = _drivers[provider].get(ident)
if driver is None:
if provider in nova_providers:
klass = NovaClient
else:
klass = get_driver(provider)
if not args:
args = nuka.config[provider.lower()].get('driver', {}) or {}
if isinstance(args, str):
# load arguments from file
with open(os.path.expanduser(args)) as fd:
<|code_end|>
, continue by predicting the next line. Consider current file imports:
from collections import defaultdict
from functools import partial
from libcloud.common.google import ResourceNotFoundError
from libcloud.compute.providers import get_driver
from libcloud.compute.types import Provider
from novaclient.client import Client as NovaClient
from novaclient.exceptions import NotFound
from nuka.task import get_task_from_stack
from nuka.hosts import base
from nuka import utils
from compose.project import Project
from compose import config
import ipaddress
import threading
import asyncio
import codecs
import time
import os
import nuka
and context:
# Path: nuka/task.py
# def get_task_from_stack():
# for info in inspect.stack(3):
# f = info.frame
# self = f.f_locals.get('self')
# if isinstance(f.f_locals.get('self'), Base):
# return self
#
# Path: nuka/hosts/base.py
# RLIMIT_NOFILE = resource.getrlimit(resource.RLIMIT_NOFILE)[1]
# MAX_PROCESSES = int(RLIMIT_NOFILE / 4)
# class HostGroup(OrderedDict):
# class TimeIt(object):
# class BaseHost(object):
# class Host(BaseHost):
# class LocalHost(BaseHost):
# class Chroot(BaseHost):
# async def boot(self):
# async def destroy(self): # pragma: no cover
# def __repr__(self):
# def __init__(self, host, task=None, **kwargs):
# def __enter__(self, *args, **kwargs):
# def __exit__(self, *args, **kwargs):
# def __init__(self, hostname=None, port='22', **vars):
# def log(self):
# def add_task(self, task):
# def running_tasks(self):
# def timeit(self, task=None, **kwargs):
# def add_time(self, start=None, task=None, **kwargs):
# def cancel(self):
# def cancelled(self):
# def fail(self, exc):
# def failed(self):
# def _get_best_addresses(self, public=True):
# def public_ip(self):
# def private_ip(self):
# def __getattr__(self, attr):
# def __str__(self):
# def __repr__(self):
# def bootstrap_command(self):
# async def boot(self): # pragma: no cover
# async def get_inventory(self): # pragma: no cover
# async def destroy(self): # pragma: no cover
# async def acquire_session_slot(self):
# def free_session_slot(self):
# async def create_process(self, cmd, task=None, **kwargs):
# async def run_command(self, cmd=None, stdin=None, task=None, **kwargs):
# async def send_messages(self, message): # pragma: no cover
# def from_stdin(cls):
# def __init__(self, *args, **kwargs):
# def wraps_command_line(self, cmd, **kwargs):
# def __init__(self):
# def wraps_command_line(self, cmd, **kwargs):
# def __init__(self, path):
# def wraps_command_line(self, cmd, **kwargs):
#
# Path: nuka/utils.py
# PY3 = sys.version_info[0] == 3
# ARCHIVE_EXTS = ('.gz', '.tar', '.zip')
# LOG = 60
# CHANGED = logging.WARNING + 1
# PROGRESS = logging.WARNING + 2
# def next(o):
# def default_watcher(delay=5):
# def watcher(task, process):
# def import_module(name):
# def makedirs(dirname, mod=None, own=None):
# def chmod(dst, mod, recursive=False):
# def chown(dst, own, recursive=False):
# def best_executable():
# def isexecutable(path):
# def __init__(self, value, alphabet=None, length=16):
# def iterator(self):
# def next(self):
# def proto_dumps(data, content_type=u'plain'):
# def proto_dumps_std(data, std, content_type='plain'):
# def proto_dumps_std_threadsafe(data, std):
# def proto_loads_std(std):
# class secret(object):
which might include code, classes, or functions. Output only the next line. | args = utils.json.load(fd) |
Given the following code snippet before the placeholder: <|code_start|># -*- coding: utf-8 -*-
@pytest.mark.asyncio
async def test_create_user(host, diff_mode):
diff_mode(False)
assert (await user.delete_user('test_user1'))
with diff_mode:
res = await user.delete_user(username='test_user1')
assert '-test_user1' not in res.res['diff']
res = await user.create_user(username='test_user1')
assert '+test_user1' in res.res['diff']
assert (await user.create_user(username='test_user1'))
with diff_mode:
res = await user.delete_user(username='test_user1')
assert '-test_user1' in res.res['diff']
res = await user.create_user(username='test_user1')
assert '+test_user1' not in res.res['diff']
assert (await user.delete_user('test_user1'))
<|code_end|>
, predict the next line using imports from the current file:
import pytest
from nuka.tasks import file
from nuka.tasks import user
from nuka.tasks import shell
and context including class names, function names, and sometimes code from other files:
# Path: nuka/tasks/file.py
# class exists(Task):
# class mkdir(Task):
# class mkdirs(Task):
# class rm(Task):
# class mv(Task):
# class chmod(Task):
# class chown(Task):
# class put(Task):
# class scripts(put):
# class cat(Task):
# class update(Task):
# def __init__(self, dst=None, **kwargs):
# def do(self):
# def diff(self):
# def __init__(self, dst=None, mod=None, own=None, **kwargs):
# def do(self):
# def diff(self):
# def __init__(self, directories=None, **kwargs):
# def do(self):
# def diff(self):
# def __init__(self, dst=None, **kwargs):
# def do(self):
# def diff(self):
# def __init__(self, src=None, dst=None, **kwargs):
# def do(self):
# def diff(self):
# def __init__(self, dst=None, mod='644', recursive=False, **kwargs):
# def do(self):
# def __init__(self, dst=None, own='root:root', recursive=False, **kwargs):
# def do(self):
# def __init__(self, files=None, **kwargs):
# def pre_process(self):
# def do(self):
# def diff(self):
# def do(self):
# def __init__(self, src=None, **kwargs):
# def do(self):
# def __init__(self, dst=None, replaces=None, appends=None, **kwargs):
# def pre_process(self):
# def update(self, data):
# def do(self):
# def diff(self, dst=None, **kwargs):
#
# Path: nuka/tasks/user.py
# class delete_user(Task):
# class create_user(Task):
# class create_www_user(create_user):
# class authorized_keys(file.put):
# def __init__(self, username=None, **kwargs):
# def do(self):
# def diff(self):
# def __init__(self, username=None, **kwargs):
# def do(self):
# def diff(self):
# def __init__(self, username=None, keys=None, keysfile=None, **kwargs):
# def do(self):
#
# Path: nuka/tasks/shell.py
# class shell(Task):
# """run a shell line (allow pipes)"""
#
# def __init__(self, cmd=None, **kwargs):
# kwargs.setdefault('name', cmd)
# super(shell, self).__init__(cmd=cmd, **kwargs)
#
# def do(self):
# kwargs = {'shell': True}
# watch = self.args.get('watch')
# if watch: # pragma: no cover
# kwargs['watcher'] = utils.default_watcher(delay=watch)
# cmd = self.args['cmd']
# if isinstance(cmd, list):
# cmd = ' '.join(cmd)
# res = self.sh(cmd, **kwargs)
# res.pop('stderr')
# return res
. Output only the next line. | assert not (await file.exists('/home/test_user1')) |
Next line prediction: <|code_start|># -*- coding: utf-8 -*-
@pytest.mark.asyncio
async def test_create_user(host, diff_mode):
diff_mode(False)
<|code_end|>
. Use current file imports:
(import pytest
from nuka.tasks import file
from nuka.tasks import user
from nuka.tasks import shell)
and context including class names, function names, or small code snippets from other files:
# Path: nuka/tasks/file.py
# class exists(Task):
# class mkdir(Task):
# class mkdirs(Task):
# class rm(Task):
# class mv(Task):
# class chmod(Task):
# class chown(Task):
# class put(Task):
# class scripts(put):
# class cat(Task):
# class update(Task):
# def __init__(self, dst=None, **kwargs):
# def do(self):
# def diff(self):
# def __init__(self, dst=None, mod=None, own=None, **kwargs):
# def do(self):
# def diff(self):
# def __init__(self, directories=None, **kwargs):
# def do(self):
# def diff(self):
# def __init__(self, dst=None, **kwargs):
# def do(self):
# def diff(self):
# def __init__(self, src=None, dst=None, **kwargs):
# def do(self):
# def diff(self):
# def __init__(self, dst=None, mod='644', recursive=False, **kwargs):
# def do(self):
# def __init__(self, dst=None, own='root:root', recursive=False, **kwargs):
# def do(self):
# def __init__(self, files=None, **kwargs):
# def pre_process(self):
# def do(self):
# def diff(self):
# def do(self):
# def __init__(self, src=None, **kwargs):
# def do(self):
# def __init__(self, dst=None, replaces=None, appends=None, **kwargs):
# def pre_process(self):
# def update(self, data):
# def do(self):
# def diff(self, dst=None, **kwargs):
#
# Path: nuka/tasks/user.py
# class delete_user(Task):
# class create_user(Task):
# class create_www_user(create_user):
# class authorized_keys(file.put):
# def __init__(self, username=None, **kwargs):
# def do(self):
# def diff(self):
# def __init__(self, username=None, **kwargs):
# def do(self):
# def diff(self):
# def __init__(self, username=None, keys=None, keysfile=None, **kwargs):
# def do(self):
#
# Path: nuka/tasks/shell.py
# class shell(Task):
# """run a shell line (allow pipes)"""
#
# def __init__(self, cmd=None, **kwargs):
# kwargs.setdefault('name', cmd)
# super(shell, self).__init__(cmd=cmd, **kwargs)
#
# def do(self):
# kwargs = {'shell': True}
# watch = self.args.get('watch')
# if watch: # pragma: no cover
# kwargs['watcher'] = utils.default_watcher(delay=watch)
# cmd = self.args['cmd']
# if isinstance(cmd, list):
# cmd = ' '.join(cmd)
# res = self.sh(cmd, **kwargs)
# res.pop('stderr')
# return res
. Output only the next line. | assert (await user.delete_user('test_user1')) |
Given snippet: <|code_start|># -*- coding: utf-8 -*-
@pytest.mark.asyncio
async def test_create_user(host, diff_mode):
diff_mode(False)
assert (await user.delete_user('test_user1'))
with diff_mode:
res = await user.delete_user(username='test_user1')
assert '-test_user1' not in res.res['diff']
res = await user.create_user(username='test_user1')
assert '+test_user1' in res.res['diff']
assert (await user.create_user(username='test_user1'))
with diff_mode:
res = await user.delete_user(username='test_user1')
assert '-test_user1' in res.res['diff']
res = await user.create_user(username='test_user1')
assert '+test_user1' not in res.res['diff']
assert (await user.delete_user('test_user1'))
assert not (await file.exists('/home/test_user1'))
assert (await user.create_user(username='test_user1'))
assert (await file.exists('/home/test_user1'))
<|code_end|>
, continue by predicting the next line. Consider current file imports:
import pytest
from nuka.tasks import file
from nuka.tasks import user
from nuka.tasks import shell
and context:
# Path: nuka/tasks/file.py
# class exists(Task):
# class mkdir(Task):
# class mkdirs(Task):
# class rm(Task):
# class mv(Task):
# class chmod(Task):
# class chown(Task):
# class put(Task):
# class scripts(put):
# class cat(Task):
# class update(Task):
# def __init__(self, dst=None, **kwargs):
# def do(self):
# def diff(self):
# def __init__(self, dst=None, mod=None, own=None, **kwargs):
# def do(self):
# def diff(self):
# def __init__(self, directories=None, **kwargs):
# def do(self):
# def diff(self):
# def __init__(self, dst=None, **kwargs):
# def do(self):
# def diff(self):
# def __init__(self, src=None, dst=None, **kwargs):
# def do(self):
# def diff(self):
# def __init__(self, dst=None, mod='644', recursive=False, **kwargs):
# def do(self):
# def __init__(self, dst=None, own='root:root', recursive=False, **kwargs):
# def do(self):
# def __init__(self, files=None, **kwargs):
# def pre_process(self):
# def do(self):
# def diff(self):
# def do(self):
# def __init__(self, src=None, **kwargs):
# def do(self):
# def __init__(self, dst=None, replaces=None, appends=None, **kwargs):
# def pre_process(self):
# def update(self, data):
# def do(self):
# def diff(self, dst=None, **kwargs):
#
# Path: nuka/tasks/user.py
# class delete_user(Task):
# class create_user(Task):
# class create_www_user(create_user):
# class authorized_keys(file.put):
# def __init__(self, username=None, **kwargs):
# def do(self):
# def diff(self):
# def __init__(self, username=None, **kwargs):
# def do(self):
# def diff(self):
# def __init__(self, username=None, keys=None, keysfile=None, **kwargs):
# def do(self):
#
# Path: nuka/tasks/shell.py
# class shell(Task):
# """run a shell line (allow pipes)"""
#
# def __init__(self, cmd=None, **kwargs):
# kwargs.setdefault('name', cmd)
# super(shell, self).__init__(cmd=cmd, **kwargs)
#
# def do(self):
# kwargs = {'shell': True}
# watch = self.args.get('watch')
# if watch: # pragma: no cover
# kwargs['watcher'] = utils.default_watcher(delay=watch)
# cmd = self.args['cmd']
# if isinstance(cmd, list):
# cmd = ' '.join(cmd)
# res = self.sh(cmd, **kwargs)
# res.pop('stderr')
# return res
which might include code, classes, or functions. Output only the next line. | res = await shell.shell(['whoami'], switch_user='test_user1') |
Using the snippet: <|code_start|># -*- coding: utf-8 -*-
mysql_ready = nuka.Event('mysql_ready')
async def install_mysql(host, mysql_password):
await apt.install(
debconf={'mysql-server': mysql_password},
packages=['mysql-server'], update_cache=3600)
await service.start('mysql')
<|code_end|>
, determine the next line of code. You have imports:
import nuka
from nuka.tasks import apt
from nuka.tasks import mysql
from nuka.tasks import file
from nuka.tasks import service
and context (class names, function names, or code) available:
# Path: nuka/tasks/apt.py
# GPG_HEADER = b'-----BEGIN PGP PUBLIC KEY BLOCK-----'
# def apt_watcher(delay, fd):
# def watcher(task, process):
# def __init__(self, name=None, src=None, key=None, update=True, **kwargs):
# def add_key(self, key):
# def do(self):
# def diff(self):
# def __init__(self, cache=None, **kwargs):
# def do(self):
# def __init__(self, update_cache=None, **kwargs):
# def do(self):
# def __init__(self, packages, **kwargs):
# def do(self):
# def __init__(self, packages=None, debconf=None,
# debian_frontend='noninteractive', **kwargs):
# def do(self):
# def __init__(self, selections=None, **kwargs):
# def do(self):
# def __init__(self, packages=None, debconf=None,
# debian_frontend='noninteractive', debian_priority=None,
# update_cache=None, install_recommends=False, **kwargs):
# def get_packages_list(self, packages):
# def do(self):
# def diff(self):
# class source(Task):
# class update(Task):
# class list(Task):
# class search(Task):
# class upgrade(Task):
# class debconf_set_selections(Task):
# class install(Task):
#
# Path: nuka/tasks/mysql.py
# class my_cnf(Task):
# class set_root_password(my_cnf):
# class create_db(Task):
# class execute(Task):
# def __init__(self, password=None, switch_user='root', **kwargs):
# def do(self):
# def diff(self):
# def __init__(self, password=None, **kwargs):
# def do(self):
# def __init__(self, name=None, user=None, password=None, **kwargs):
# def do(self):
# def __init__(self, sql=None, **kwargs):
# def do(self):
#
# Path: nuka/tasks/file.py
# class exists(Task):
# class mkdir(Task):
# class mkdirs(Task):
# class rm(Task):
# class mv(Task):
# class chmod(Task):
# class chown(Task):
# class put(Task):
# class scripts(put):
# class cat(Task):
# class update(Task):
# def __init__(self, dst=None, **kwargs):
# def do(self):
# def diff(self):
# def __init__(self, dst=None, mod=None, own=None, **kwargs):
# def do(self):
# def diff(self):
# def __init__(self, directories=None, **kwargs):
# def do(self):
# def diff(self):
# def __init__(self, dst=None, **kwargs):
# def do(self):
# def diff(self):
# def __init__(self, src=None, dst=None, **kwargs):
# def do(self):
# def diff(self):
# def __init__(self, dst=None, mod='644', recursive=False, **kwargs):
# def do(self):
# def __init__(self, dst=None, own='root:root', recursive=False, **kwargs):
# def do(self):
# def __init__(self, files=None, **kwargs):
# def pre_process(self):
# def do(self):
# def diff(self):
# def do(self):
# def __init__(self, src=None, **kwargs):
# def do(self):
# def __init__(self, dst=None, replaces=None, appends=None, **kwargs):
# def pre_process(self):
# def update(self, data):
# def do(self):
# def diff(self, dst=None, **kwargs):
#
# Path: nuka/tasks/service.py
# class start(Task):
# class restart(Task):
# class reload(Task):
# class stop(Task):
# def __init__(self, name=None, **kwargs):
# def do(self):
# def diff(self):
# def __init__(self, services=None, **kwargs):
# def do(self):
# def __init__(self, services=None, **kwargs):
# def do(self):
# def __init__(self, name=None, **kwargs):
# def do(self):
# def diff(self):
. Output only the next line. | await mysql.my_cnf(password=mysql_password) |
Based on the snippet: <|code_start|># -*- coding: utf-8 -*-
mysql_ready = nuka.Event('mysql_ready')
async def install_mysql(host, mysql_password):
await apt.install(
debconf={'mysql-server': mysql_password},
packages=['mysql-server'], update_cache=3600)
await service.start('mysql')
await mysql.my_cnf(password=mysql_password)
@nuka.cancel_on_error(mysql_ready)
async def install_master(
host, mysql_password,
db_name=None, db_user=None, db_password=None,
slave=None):
await install_mysql(host, mysql_password)
<|code_end|>
, predict the immediate next line with the help of imports:
import nuka
from nuka.tasks import apt
from nuka.tasks import mysql
from nuka.tasks import file
from nuka.tasks import service
and context (classes, functions, sometimes code) from other files:
# Path: nuka/tasks/apt.py
# GPG_HEADER = b'-----BEGIN PGP PUBLIC KEY BLOCK-----'
# def apt_watcher(delay, fd):
# def watcher(task, process):
# def __init__(self, name=None, src=None, key=None, update=True, **kwargs):
# def add_key(self, key):
# def do(self):
# def diff(self):
# def __init__(self, cache=None, **kwargs):
# def do(self):
# def __init__(self, update_cache=None, **kwargs):
# def do(self):
# def __init__(self, packages, **kwargs):
# def do(self):
# def __init__(self, packages=None, debconf=None,
# debian_frontend='noninteractive', **kwargs):
# def do(self):
# def __init__(self, selections=None, **kwargs):
# def do(self):
# def __init__(self, packages=None, debconf=None,
# debian_frontend='noninteractive', debian_priority=None,
# update_cache=None, install_recommends=False, **kwargs):
# def get_packages_list(self, packages):
# def do(self):
# def diff(self):
# class source(Task):
# class update(Task):
# class list(Task):
# class search(Task):
# class upgrade(Task):
# class debconf_set_selections(Task):
# class install(Task):
#
# Path: nuka/tasks/mysql.py
# class my_cnf(Task):
# class set_root_password(my_cnf):
# class create_db(Task):
# class execute(Task):
# def __init__(self, password=None, switch_user='root', **kwargs):
# def do(self):
# def diff(self):
# def __init__(self, password=None, **kwargs):
# def do(self):
# def __init__(self, name=None, user=None, password=None, **kwargs):
# def do(self):
# def __init__(self, sql=None, **kwargs):
# def do(self):
#
# Path: nuka/tasks/file.py
# class exists(Task):
# class mkdir(Task):
# class mkdirs(Task):
# class rm(Task):
# class mv(Task):
# class chmod(Task):
# class chown(Task):
# class put(Task):
# class scripts(put):
# class cat(Task):
# class update(Task):
# def __init__(self, dst=None, **kwargs):
# def do(self):
# def diff(self):
# def __init__(self, dst=None, mod=None, own=None, **kwargs):
# def do(self):
# def diff(self):
# def __init__(self, directories=None, **kwargs):
# def do(self):
# def diff(self):
# def __init__(self, dst=None, **kwargs):
# def do(self):
# def diff(self):
# def __init__(self, src=None, dst=None, **kwargs):
# def do(self):
# def diff(self):
# def __init__(self, dst=None, mod='644', recursive=False, **kwargs):
# def do(self):
# def __init__(self, dst=None, own='root:root', recursive=False, **kwargs):
# def do(self):
# def __init__(self, files=None, **kwargs):
# def pre_process(self):
# def do(self):
# def diff(self):
# def do(self):
# def __init__(self, src=None, **kwargs):
# def do(self):
# def __init__(self, dst=None, replaces=None, appends=None, **kwargs):
# def pre_process(self):
# def update(self, data):
# def do(self):
# def diff(self, dst=None, **kwargs):
#
# Path: nuka/tasks/service.py
# class start(Task):
# class restart(Task):
# class reload(Task):
# class stop(Task):
# def __init__(self, name=None, **kwargs):
# def do(self):
# def diff(self):
# def __init__(self, services=None, **kwargs):
# def do(self):
# def __init__(self, services=None, **kwargs):
# def do(self):
# def __init__(self, name=None, **kwargs):
# def do(self):
# def diff(self):
. Output only the next line. | conf = await file.update( |
Given the code snippet: <|code_start|># -*- coding: utf-8 -*-
mysql_ready = nuka.Event('mysql_ready')
async def install_mysql(host, mysql_password):
await apt.install(
debconf={'mysql-server': mysql_password},
packages=['mysql-server'], update_cache=3600)
<|code_end|>
, generate the next line using the imports in this file:
import nuka
from nuka.tasks import apt
from nuka.tasks import mysql
from nuka.tasks import file
from nuka.tasks import service
and context (functions, classes, or occasionally code) from other files:
# Path: nuka/tasks/apt.py
# GPG_HEADER = b'-----BEGIN PGP PUBLIC KEY BLOCK-----'
# def apt_watcher(delay, fd):
# def watcher(task, process):
# def __init__(self, name=None, src=None, key=None, update=True, **kwargs):
# def add_key(self, key):
# def do(self):
# def diff(self):
# def __init__(self, cache=None, **kwargs):
# def do(self):
# def __init__(self, update_cache=None, **kwargs):
# def do(self):
# def __init__(self, packages, **kwargs):
# def do(self):
# def __init__(self, packages=None, debconf=None,
# debian_frontend='noninteractive', **kwargs):
# def do(self):
# def __init__(self, selections=None, **kwargs):
# def do(self):
# def __init__(self, packages=None, debconf=None,
# debian_frontend='noninteractive', debian_priority=None,
# update_cache=None, install_recommends=False, **kwargs):
# def get_packages_list(self, packages):
# def do(self):
# def diff(self):
# class source(Task):
# class update(Task):
# class list(Task):
# class search(Task):
# class upgrade(Task):
# class debconf_set_selections(Task):
# class install(Task):
#
# Path: nuka/tasks/mysql.py
# class my_cnf(Task):
# class set_root_password(my_cnf):
# class create_db(Task):
# class execute(Task):
# def __init__(self, password=None, switch_user='root', **kwargs):
# def do(self):
# def diff(self):
# def __init__(self, password=None, **kwargs):
# def do(self):
# def __init__(self, name=None, user=None, password=None, **kwargs):
# def do(self):
# def __init__(self, sql=None, **kwargs):
# def do(self):
#
# Path: nuka/tasks/file.py
# class exists(Task):
# class mkdir(Task):
# class mkdirs(Task):
# class rm(Task):
# class mv(Task):
# class chmod(Task):
# class chown(Task):
# class put(Task):
# class scripts(put):
# class cat(Task):
# class update(Task):
# def __init__(self, dst=None, **kwargs):
# def do(self):
# def diff(self):
# def __init__(self, dst=None, mod=None, own=None, **kwargs):
# def do(self):
# def diff(self):
# def __init__(self, directories=None, **kwargs):
# def do(self):
# def diff(self):
# def __init__(self, dst=None, **kwargs):
# def do(self):
# def diff(self):
# def __init__(self, src=None, dst=None, **kwargs):
# def do(self):
# def diff(self):
# def __init__(self, dst=None, mod='644', recursive=False, **kwargs):
# def do(self):
# def __init__(self, dst=None, own='root:root', recursive=False, **kwargs):
# def do(self):
# def __init__(self, files=None, **kwargs):
# def pre_process(self):
# def do(self):
# def diff(self):
# def do(self):
# def __init__(self, src=None, **kwargs):
# def do(self):
# def __init__(self, dst=None, replaces=None, appends=None, **kwargs):
# def pre_process(self):
# def update(self, data):
# def do(self):
# def diff(self, dst=None, **kwargs):
#
# Path: nuka/tasks/service.py
# class start(Task):
# class restart(Task):
# class reload(Task):
# class stop(Task):
# def __init__(self, name=None, **kwargs):
# def do(self):
# def diff(self):
# def __init__(self, services=None, **kwargs):
# def do(self):
# def __init__(self, services=None, **kwargs):
# def do(self):
# def __init__(self, name=None, **kwargs):
# def do(self):
# def diff(self):
. Output only the next line. | await service.start('mysql') |
Here is a snippet: <|code_start|>config['templates'] = []
config['nuka_dir'] = '.nuka'
config['inventory_modules'] = []
config['sudo'] = 'sudo'
config['su'] = 'su -l'
config['docker'] = {
'use_api': False,
}
config['ssh'] = {
'dirname': '{nuka_dir}/ssh',
'options': [
'-oControlMaster=auto',
'-oControlPersist=300s',
'-oControlPath={dirname}/%r@%h:%p',
],
}
config['connections'] = {'delay': .2}
config['log'] = {
'dirname': '{nuka_dir}/logs',
'stdout': '{nuka_dir}/logs/stdout.log',
'formats': {
'default': '%(levelname)-5.5s: %(message)s',
'host': '%(levelname)-5.5s:{0.name:15.15}: %(message)s',
},
'levels': {
<|code_end|>
. Write the next line using the current file imports:
import tempfile
import logging
import os
import jinja2
import yaml
from nuka.utils import CHANGED
from nuka.gpg import FileSystemLoader
and context from other files:
# Path: nuka/utils.py
# CHANGED = logging.WARNING + 1
#
# Path: nuka/gpg.py
# class FileSystemLoader(jinja2.FileSystemLoader):
#
# def get_source(self, environment, template):
# pieces = split_template_path(template)
# for searchpath in self.searchpath:
# filename = os.path.join(searchpath, *pieces)
# f = open_if_exists(filename)
# if f is None:
# continue
# if filename.endswith('.gpg'):
# f.close()
# _, contents = decrypt(filename, self.encoding)
# else:
# try:
# contents = f.read().decode(self.encoding)
# finally:
# f.close()
#
# mtime = os.path.getmtime(filename)
#
# def uptodate():
# try:
# return os.path.getmtime(filename) == mtime
# except OSError:
# return False
# return contents, filename, uptodate
# raise TemplateNotFound(template)
, which may include functions, classes, or code. Output only the next line. | 'stream_level': CHANGED, |
Predict the next line after this snippet: <|code_start|> self['log']['levels']['remote_level'] = logging.WARN
elif args.verbose == 2: # pragma: no cover
self['log']['levels']['stream_level'] = logging.INFO
self['log']['levels']['file_level'] = logging.DEBUG
self['log']['levels']['remote_level'] = logging.INFO
elif args.verbose > 2:
self['log']['levels']['stream_level'] = logging.DEBUG
self['log']['levels']['file_level'] = logging.DEBUG
self['log']['levels']['remote_level'] = logging.DEBUG
if args.verbose < 3:
asyncio_logger.setLevel(logging.CRITICAL)
if args.quiet or 'quiet' not in self['log']:
self['log']['quiet'] = args.quiet
if args.connections_delay or 'delay' not in self['connections']:
self['connections']['delay'] = args.connections_delay
def get_template_engine(self):
engine = self.get('template_engine')
if engine is None:
templates = self['templates']
dirname = os.path.join(os.getcwd(), 'templates')
if os.path.isdir(dirname): # pragma: no cover
if dirname not in templates:
templates.insert(0, dirname)
elif os.getcwd() not in templates:
templates.insert(0, os.getcwd())
loader = jinja2.ChoiceLoader([
<|code_end|>
using the current file's imports:
import tempfile
import logging
import os
import jinja2
import yaml
from nuka.utils import CHANGED
from nuka.gpg import FileSystemLoader
and any relevant context from other files:
# Path: nuka/utils.py
# CHANGED = logging.WARNING + 1
#
# Path: nuka/gpg.py
# class FileSystemLoader(jinja2.FileSystemLoader):
#
# def get_source(self, environment, template):
# pieces = split_template_path(template)
# for searchpath in self.searchpath:
# filename = os.path.join(searchpath, *pieces)
# f = open_if_exists(filename)
# if f is None:
# continue
# if filename.endswith('.gpg'):
# f.close()
# _, contents = decrypt(filename, self.encoding)
# else:
# try:
# contents = f.read().decode(self.encoding)
# finally:
# f.close()
#
# mtime = os.path.getmtime(filename)
#
# def uptodate():
# try:
# return os.path.getmtime(filename) == mtime
# except OSError:
# return False
# return contents, filename, uptodate
# raise TemplateNotFound(template)
. Output only the next line. | FileSystemLoader(p) for p in templates |
Next line prediction: <|code_start|>#!/usr/bin/env python
# -*- coding:utf-8 -*-
DB = CONFIG.MONGO.DATABASE
class CategorySpider(AsySpider):
PAT = re.compile('http://www.ahlinux.com/python/(\d+).html')
def handle_html(self, url, html):
base_url = 'http://www.ahlinux.com/python/%s.html'
id_list = re.findall(CategorySpider.PAT, html)
url_list = [base_url % id for id in id_list]
self.results.extend(url_list)
class ArticleSpider(AsySpider):
def __init__(self, urls, concurrency=10, results=None, **kwargs):
super(ArticleSpider, self).__init__(urls,
concurrency, results, **kwargs)
<|code_end|>
. Use current file imports:
(import _env
import re
from async_spider import AsySpider
from bs4 import BeautifulSoup
from lib._db import get_collection
from tornado import gen
from config.config import CONFIG
from html2text import html2text)
and context including class names, function names, or small code snippets from other files:
# Path: lib/_db.py
# def get_collection(db_name, collection_name, client='mongo'):
# client = client_db_map.get(client)
# db = getattr(client, db_name, None)
# return getattr(db, collection_name, None)
. Output only the next line. | self.db = get_collection(DB, 'ahlinux_pyhome', 'motor') |
Given the code snippet: <|code_start|>#!/usr/bin/env python
# -*- coding:utf-8 -*-
DB = CONFIG.MONGO.DATABASE
try:
except ImportError:
URL = 'http://api.xianguo.com/i/status/get.json?key=36d979af3f6cecd87b89720d3284d420'
def to_dict(form):
d = {}
arg_list = form.rstrip('&').split('&')
for i in arg_list:
k = i.split('=')[0]
v = i.split('=')[1]
d[k] = v
return d
def fetch(url, data_dict=None):
return requests.post(url, data=data_dict, timeout=10).text
def xianguo_spider(q, coll_name='tech', max_news_num=1000):
<|code_end|>
, generate the next line using the imports in this file:
import _env
import json
import requests
from pprint import pprint
from lib._db import get_collection
from config.config import CONFIG
from Queue import Queue
from queue import Queue
and context (functions, classes, or occasionally code) from other files:
# Path: lib/_db.py
# def get_collection(db_name, collection_name, client='mongo'):
# client = client_db_map.get(client)
# db = getattr(client, db_name, None)
# return getattr(db, collection_name, None)
. Output only the next line. | _COLL = get_collection(DB, coll_name) |
Continue the code snippet: <|code_start|> "slug": "my-blog-post-title",
"markdown": "",
#"html": "the <i>html</i> formatted post body",
"image": None,
"featured": 0,
"page": 0,
"status": "published",
"language": "zh_CN",
"meta_title": None,
"meta_description": None,
"author_id": 1,
"created_at": cur_timestamp(),
"created_by": 1,
"updated_at": cur_timestamp(),
"updated_by": 1,
"published_at": cur_timestamp(),
"published_by": 1
}
d['id'] = int(str(post_data['_id']))
d['title'] = post_data['title'].strip()
d['slug'] = post_data['title'].strip().replace(' ', '-')
html = post_data['content'].strip()
d['image'] = get_first_img(html)
d['markdown'] = add_source(html, post_data['url'], post_data['source'])
d['published_at'] = int(post_data['time']) * 1000
return d
def migrate(coll_name, limit=10):
<|code_end|>
. Use current file imports:
import _env
import json
import re
import time
import sys
from html2text import html2text
from extract import extract
from lib._db import get_collection
from judge_upload import exist_or_insert
from config.config import CONFIG
and context (classes, functions, or code) from other files:
# Path: lib/_db.py
# def get_collection(db_name, collection_name, client='mongo'):
# client = client_db_map.get(client)
# db = getattr(client, db_name, None)
# return getattr(db, collection_name, None)
. Output only the next line. | coll = get_collection(DB, coll_name) |
Continue the code snippet: <|code_start|> "slug": "my-blog-post-title",
"markdown": "",
#"html": "the <i>html</i> formatted post body",
"image": None,
"featured": 0,
"page": 0,
"status": "published",
"language": "zh_CN",
"meta_title": None,
"meta_description": None,
"author_id": 1,
"created_at": cur_timestamp(),
"created_by": 1,
"updated_at": cur_timestamp(),
"updated_by": 1,
"published_at": cur_timestamp(),
"published_by": 1
}
d['id'] = int(str(post_data['_id']))
d['title'] = post_data['title'].strip()
d['slug'] = post_data['title'].strip().replace(' ', '-')
html = post_data['content'].strip()
d['image'] = get_first_img(html)
d['markdown'] = add_source(html, post_data['url'], post_data['source'])
d['published_at'] = int(post_data['time']) * 1000
return d
def migrate(coll_name, limit=10):
<|code_end|>
. Use current file imports:
import _env
import json
import re
import time
import sys
from html2text import html2text
from extract import extract
from lib._db import get_collection
from judge_upload import exist_or_insert
from config.config import CONFIG
and context (classes, functions, or code) from other files:
# Path: lib/_db.py
# def get_collection(db_name, collection_name, client='mongo'):
# client = client_db_map.get(client)
# db = getattr(client, db_name, None)
# return getattr(db, collection_name, None)
. Output only the next line. | coll = get_collection(DB, coll_name) |
Continue the code snippet: <|code_start|> "image": None,
"featured": 0,
"page": 0,
"status": "published",
"language": "zh_CN",
"meta_title": None,
"meta_description": None,
"author_id": 1,
"created_at": cur_timestamp(),
"created_by": 1,
"updated_at": cur_timestamp(),
"updated_by": 1,
"published_at": cur_timestamp(),
"published_by": 1
}
d['id'] = int(post_data['source_url'].rsplit('/', 1)[1].split('.')[0])
d['title'] = post_data['title'].strip()
if post_data['slug'] > 30:
d['slug'] = post_data['slug'][0:30]
d['markdown'] = post_data['content'].strip()
return d
def migrate(coll_name='article_pyhome', skip=0, limit=10):
res = {
"meta": {
"exported_on": cur_timestamp(),
"version": "003"
}
}
<|code_end|>
. Use current file imports:
import _env
import io
import json
import re
import time
import sys
from lib._db import get_collection
from config.config import CONFIG
from judge_upload import exist_or_insert
and context (classes, functions, or code) from other files:
# Path: lib/_db.py
# def get_collection(db_name, collection_name, client='mongo'):
# client = client_db_map.get(client)
# db = getattr(client, db_name, None)
# return getattr(db, collection_name, None)
. Output only the next line. | coll = get_collection(DB, coll_name) |
Here is a snippet: <|code_start|> "slug": "my-blog-post-title",
"markdown": "",
#"html": "the <i>html</i> formatted post body",
"image": None,
"featured": 0,
"page": 0,
"status": "published",
"language": "zh_CN",
"meta_title": None,
"meta_description": None,
"author_id": 1,
"created_at": cur_timestamp(),
"created_by": 1,
"updated_at": cur_timestamp(),
"updated_by": 1,
"published_at": cur_timestamp(),
"published_by": 1
}
d['id'] = int(str(post_data['_id']))
d['title'] = post_data['title'].strip()
d['slug'] = post_data['title'].strip().replace(' ', '-')
html = post_data['content'].strip()
d['image'] = get_first_img(html)
d['markdown'] = add_source(html, post_data['url'], post_data['source'])
d['published_at'] = int(post_data['time']) * 1000
return d
def migrate(coll_name, limit=10):
<|code_end|>
. Write the next line using the current file imports:
import _env
import json
import re
import time
import sys
from html2text import html2text
from extract import extract
from lib._db import get_collection
from judge_upload import exist_or_insert
from config.config import CONFIG
and context from other files:
# Path: lib/_db.py
# def get_collection(db_name, collection_name, client='mongo'):
# client = client_db_map.get(client)
# db = getattr(client, db_name, None)
# return getattr(db, collection_name, None)
, which may include functions, classes, or code. Output only the next line. | coll = get_collection(DB, coll_name) |
Using the snippet: <|code_start|> #"html": "the <i>html</i> formatted post body",
"image": None,
"featured": 0,
"page": 0,
"status": "published",
"language": "zh_CN",
"meta_title": None,
"meta_description": None,
"author_id": 1,
"created_at": cur_timestamp(),
"created_by": 1,
"updated_at": cur_timestamp(),
"updated_by": 1,
"published_at": cur_timestamp(),
"published_by": 1
}
d['id'] = int(post_data['source_url'].rsplit('/', 1)[1].split('.')[0])
d['title'] = post_data['title'].strip()
d['slug'] = post_data['title'].lower().strip()
d['markdown'] = xhtml_unescape(post_data['content'].strip()) # unescape
return d
def migrate(coll_name, limit=10):
res = {
"meta": {
"exported_on": cur_timestamp(),
"version": "003"
}
}
<|code_end|>
, determine the next line of code. You have imports:
import _env
import json
import re
import time
import sys
from lib._db import get_collection
from tornado.escape import xhtml_unescape
from judge_upload import exist_or_insert
from config.config import CONFIG
and context (class names, function names, or code) available:
# Path: lib/_db.py
# def get_collection(db_name, collection_name, client='mongo'):
# client = client_db_map.get(client)
# db = getattr(client, db_name, None)
# return getattr(db, collection_name, None)
. Output only the next line. | coll = get_collection(DB, coll_name) |
Using the snippet: <|code_start|>#!/usr/bin/env python
# -*- coding: utf-8 -*-
DB = CONFIG.MONGO.DATABASE
def is_python_article(data_dict):
title = data_dict.get('title').lower()
content = data_dict.get('content').lower()
if ('python' in title) or (content.count('python') > 2):
return True
return False
class Jb51Spider(AsySpider):
def __init__(self, urls, concurrency=10, results=None, **kwargs):
super(Jb51Spider, self).__init__(urls, concurrency, results, **kwargs)
<|code_end|>
, determine the next line of code. You have imports:
import _env
import sys
from extract import extract
from tornado import gen
from async_spider import AsySpider
from lib._db import get_collection
from jb51_parse import parse_jb51
from config.config import CONFIG
and context (class names, function names, or code) available:
# Path: lib/_db.py
# def get_collection(db_name, collection_name, client='mongo'):
# client = client_db_map.get(client)
# db = getattr(client, db_name, None)
# return getattr(db, collection_name, None)
. Output only the next line. | self.db = get_collection(DB, 'article_pyhome', 'motor') # change coll |
Here is a snippet: <|code_start|>#!/usr/bin/env python
# -*- coding: utf-8 -*-
"""
通过对mongodb中的代理进行并发测试有效性，无效就及时删除。
"""
@logged
class CheckXiciCralwer(ThreadPoolCrawler):
"""CheckXiciCralwer 用来测试代理的有效性，及时剔除没用的代理"""
<|code_end|>
. Write the next line using the current file imports:
import _env
import re
import concurrent.futures
import requests
from pprint import pprint
from single_process import single_process
from lib._db import get_db
from thread_pool_spider import ThreadPoolCrawler
from ua import random_search_engine_ua
from web_util import (
get, logged, change_ip, get_proxy_dict, chunks, get_requests_proxy_ip
)
and context from other files:
# Path: lib/_db.py
# def get_db(db_name, client='mongo'):
# client = client_db_map.get(client)
# return getattr(client, db_name, None)
, which may include functions, classes, or code. Output only the next line. | db = get_db('htmldb') |
Using the snippet: <|code_start|>
def html2markdown(html):
if not html:
return html
h = html2text.HTML2Text()
h.ignore_images = True
h.ignore_links = True
return h.handle(html)
def test():
urls = ['http://www.sharejs.com/codes/javascript/?start=0']
s = TagSpider(urls)
s.run()
for i in sorted(s.results):
print(i)
def test_tag_page_spider():
urls = ['http://www.sharejs.com/codes/javascript/?start=30']
s = TagpageSpider(urls)
s.run()
for i in s.results:
print(i)
def test_parse_sharejs():
url = 'http://www.sharejs.com/codes/python/1201'
content = requests.get(url).content
<|code_end|>
, determine the next line of code. You have imports:
import _env
import os
import re
import html2text
import requests
from extract import extract, extract_all
from tornado import gen
from async_spider import AsySpider
from lib.debug_tools import print_li
from lib._db import get_collection
from pprint import pprint
from config.config import CONFIG
and context (class names, function names, or code) available:
# Path: lib/debug_tools.py
# def print_li(li):
# if isinstance(li, (list, tuple)):
# for i in li:
# print_li(i)
# elif isinstance(li, (str, unicode)):
# print(li)
# elif isinstance(li, dict):
# for k, v in li.items():
# print(k, v)
# else:
# print(li)
#
# Path: lib/_db.py
# def get_collection(db_name, collection_name, client='mongo'):
# client = client_db_map.get(client)
# db = getattr(client, db_name, None)
# return getattr(db, collection_name, None)
. Output only the next line. | print_li(parse_sharejs(url, content)) |
Using the snippet: <|code_start|> tag_urls = [i + '?start=0' for i in tag_urls]
return tag_urls
class TagSpider(AsySpider):
"""拿到每个分类的所有页面"""
def handle_html(self, url, html):
html = html.decode('utf-8')
start_list = extract_all('<a href="?start=', '"', html)
if start_list:
max_query = max((int(i) for i in start_list))
for index in range(0, max_query, 30):
base_url = url.rsplit('=', 1)[0] + '=' + str(index)
self.results.append(base_url)
class TagpageSpider(AsySpider):
"""处理每个tag的单独页面，这个页面可以拿到一个文章列表"""
def handle_html(self, url, html):
html = html.decode('utf-8')
url_list = extract_all('<a href="', '"',
extract('<div class="code_list">', '</ul>', html))
article_list = [i for i in url_list if 'author' not in i]
base_url = 'http://www.sharejs.com'
article_list = [base_url+i for i in article_list]
article_list.pop(0)
self.results.extend(article_list)
class ArticleSpider(AsySpider):
<|code_end|>
, determine the next line of code. You have imports:
import _env
import os
import re
import html2text
import requests
from extract import extract, extract_all
from tornado import gen
from async_spider import AsySpider
from lib.debug_tools import print_li
from lib._db import get_collection
from pprint import pprint
from config.config import CONFIG
and context (class names, function names, or code) available:
# Path: lib/debug_tools.py
# def print_li(li):
# if isinstance(li, (list, tuple)):
# for i in li:
# print_li(i)
# elif isinstance(li, (str, unicode)):
# print(li)
# elif isinstance(li, dict):
# for k, v in li.items():
# print(k, v)
# else:
# print(li)
#
# Path: lib/_db.py
# def get_collection(db_name, collection_name, client='mongo'):
# client = client_db_map.get(client)
# db = getattr(client, db_name, None)
# return getattr(db, collection_name, None)
. Output only the next line. | coll = get_collection(DB, 'code_pyhome', 'motor') |
Continue the code snippet: <|code_start|> "slug": "my-blog-post-title",
"markdown": "",
#"html": "the <i>html</i> formatted post body",
"image": None,
"featured": 0,
"page": 0,
"status": "published",
"language": "zh_CN",
"meta_title": None,
"meta_description": None,
"author_id": 1,
"created_at": cur_timestamp(),
"created_by": 1,
"updated_at": cur_timestamp(),
"updated_by": 1,
"published_at": cur_timestamp(),
"published_by": 1
}
d['id'] = int(str(post_data['_id']))
d['title'] = post_data['title'].strip()
d['slug'] = post_data['title'].strip().replace(' ', '-')
html = post_data['content'].strip()
d['image'] = get_first_img(html)
d['markdown'] = add_source(html, post_data['url'], post_data['source'])
d['published_at'] = int(post_data['time']) * 1000
return d
def migrate(coll_name, limit=10):
<|code_end|>
. Use current file imports:
import _env
import json
import re
import time
import sys
from html2text import html2text
from extract import extract
from lib._db import get_collection
from config.config import CONFIG
from judge_upload import exist_or_insert
and context (classes, functions, or code) from other files:
# Path: lib/_db.py
# def get_collection(db_name, collection_name, client='mongo'):
# client = client_db_map.get(client)
# db = getattr(client, db_name, None)
# return getattr(db, collection_name, None)
. Output only the next line. | coll = get_collection(DB, coll_name) |
Given snippet: <|code_start|> else:
func_name = 'extract_tag_' + 'default'
try:
value = getattr(self, func_name)(tag).strip()
except Exception as e:
print(e)
value = ''
yield self.pat.sub('', value)
def parse(self):
"""parse
:yields: many OrderedDict
OrderedDict([('country', 'Cn'), ('ip', u'115.46.80.120'), ('port', u'8123'), ('address', u'\u5e7f\u897f\u5357\u5b81'), ('anonymous', u'\u9ad8\u533f'), ('type', u'HTTP'), ('speed', u'3.687\u79d2'), ('connect_time', u'0.737\u79d2'), ('live_time', u'1\u5206\u949f'), ('verify_time', u'16-07-26 10:54')])
"""
table_tag = self.bs.find('table', id='ip_list')
tr_tags = table_tag.find_all('tr')
for tr_tag in tr_tags:
td_tags = tr_tag.find_all('td')
if td_tags:
ip_info_tags = self.IpInfoTag(*td_tags)
text_list = list(self.get_tags_text_from_tags(ip_info_tags))
ip_info_texts = self.IpInfoText(*text_list)
yield ip_info_texts._asdict()
@logged
class XiciCrawler(ThreadPoolCrawler):
<|code_end|>
, continue by predicting the next line. Consider current file imports:
import _env
import re
import concurrent.futures
from io import open
from collections import namedtuple
from pprint import pprint
from random import choice
from requests.exceptions import ProxyError, ConnectTimeout
from lib._db import get_db
from html_parser import Bs4HtmlParser
from thread_pool_spider import ThreadPoolCrawler
from web_util import (
get, logged, change_ip, get_proxy_dict, chunks, get_requests_proxy_ip
)
from single_process import single_process
and context:
# Path: lib/_db.py
# def get_db(db_name, client='mongo'):
# client = client_db_map.get(client)
# return getattr(client, db_name, None)
which might include code, classes, or functions. Output only the next line. | db = get_db('htmldb') |
Predict the next line after this snippet: <|code_start|> "image": None,
"featured": 0,
"page": 0,
"status": "published",
"language": "zh_CN",
"meta_title": None,
"meta_description": None,
"author_id": 1,
"created_at": cur_timestamp(),
"created_by": 1,
"updated_at": cur_timestamp(),
"updated_by": 1,
"published_at": cur_timestamp(),
"published_by": 1
}
d['id'] = int(post_data['source_url'].rsplit('/', 1)[1].split('.')[0])
d['title'] = post_data['title'].strip()
if post_data['slug'] > 30:
d['slug'] = post_data['slug'][0:30]
d['markdown'] = post_data['content'].strip()
return d
def migrate(coll_name='article_pyhome', skip=0, limit=10):
res = {
"meta": {
"exported_on": cur_timestamp(),
"version": "003"
}
}
<|code_end|>
using the current file's imports:
import _env
import io
import json
import re
import time
import sys
from lib._db import get_collection
from config.config import CONFIG
from judge_upload import exist_or_insert
and any relevant context from other files:
# Path: lib/_db.py
# def get_collection(db_name, collection_name, client='mongo'):
# client = client_db_map.get(client)
# db = getattr(client, db_name, None)
# return getattr(db, collection_name, None)
. Output only the next line. | coll = get_collection(DB, coll_name) |
Here is a snippet: <|code_start|>#!/usr/bin/env python
# -*- coding:utf-8 -*-
"""
抓取http://www.iwgc.cn/网站微信公众号列表
<a href="/1" id="cat-1" class="list-group-item">创意·科技</a>
<a href="/2" id="cat-2" class="list-group-item">媒体·达人</a>
<a href="/3" id="cat-3" class="list-group-item">摄影·旅行</a>
<a href="/4" id="cat-4" class="list-group-item">生活·家居</a>
<a href="/5" id="cat-5" class="list-group-item">学习·工具</a>
<a href="/6" id="cat-6" class="list-group-item">历史·读书</a>
<a href="/7" id="cat-7" class="list-group-item">金融·理财</a>
<a href="/8" id="cat-8" class="list-group-item">电影·音乐</a>
<a href="/9" id="cat-9" class="list-group-item">美食·菜谱</a>
<a href="/10" id="cat-10" class="list-group-item">外语·教育</a>
<a href="/11" id="cat-11" class="list-group-item">宠物·休闲</a>
<a href="/12" id="cat-12" class="list-group-item">健康·医疗</a>
<a href="/13" id="cat-13" class="list-group-item">时尚·购物</a>
<a href="/14" id="cat-14" class="list-group-item">公司·宣传</a>
<a href="/15" id="cat-15" class="list-group-item">游戏·娱乐</a>
"""
<|code_end|>
. Write the next line using the current file imports:
import _env
from lib._db import get_collection
from extract import extract, extract_all
from web_util import requests
from config.config import CONFIG
and context from other files:
# Path: lib/_db.py
# def get_collection(db_name, collection_name, client='mongo'):
# client = client_db_map.get(client)
# db = getattr(client, db_name, None)
# return getattr(db, collection_name, None)
, which may include functions, classes, or code. Output only the next line. | COL = get_collection(CONFIG.MONGO.DATABASE, 'wechat_name') |
Using the snippet: <|code_start|> cnt += 1
return cnt
def count_how_many_check_html():
col = lagou_html_col
print(col.count())
cnt = 0
_id_list = []
for html_doc in col.find(modifiers={"$snapshot": True}):
html = html_doc['html']
if LagouCrawler.is_check_html(html, verbose=False):
cnt += 1
_id_list.append(html_doc._id)
print(cnt)
return cnt
print(col.count())
# col.remove({'_id':{'$in':_id_list}})
@logged
class ParseJob(object):
"""用来处理抓下来的html页面，把需要的数据从html中提取出来单独存储"""
db = get_db('htmldb')
def __init__(self):
self.from_col = getattr(self.db, 'lagou_html')
self.to_col = getattr(self.db, 'lagou_job')
self.key = self.__class__.__name__
<|code_end|>
, determine the next line of code. You have imports:
import _env
import chardet
from pprint import pprint as pp
from tornado.util import ObjectDict
from lib._db import get_db, redis_client as r
from html_parser import Bs4HtmlParser
from lagou_parser import LagouHtmlParser
from spider import LagouCrawler
from web_util import logged
and context (class names, function names, or code) available:
# Path: lib/_db.py
# def get_collection(db_name, collection_name, client='mongo'):
# def get_db(db_name, client='mongo'):
. Output only the next line. | self.last_id = int(r.get(self.key) or 0) |
Using the snippet: <|code_start|> file_id = os.path.basename(each).rsplit('.', 1)[0]
data['source'] = 'http://www.jb51.net/article/%s.htm' % file_id
data['source_id'] = file_id
filename = os.path.join(output_path, file_id + '.txt')
print(filename)
if data.get('brief'):
print(len(data.get('brief')))
with io.open(filename, 'w+', encoding='utf-8') as outfile:
data = json.dumps(data, ensure_ascii=False, encoding='utf-8',
indent=4)
outfile.write(unicode(data))
def all_to_html(input_path, output_path):
all_files = get_all_files(input_path)
for each in all_files:
if each.endswith('txt'):
with io.open(each, 'r', encoding='utf-8') as f:
d = json.load(f)
md = d.get('content')
filename = os.path.join(output_path,
os.path.basename(each).rsplit('.', 1)[0] + '.html')
print(filename)
with io.open(filename, 'w+', encoding='utf-8') as f:
f.write(markdown2html(md))
def save_to_mongo(db_name, col_name, doc_path):
<|code_end|>
, determine the next line of code. You have imports:
import _env
import json
import io
import os
import re
import requests
from lib._db import get_collection
from lib.debug_tools import print_li
from pprint import pprint
from html2text import html2text
from extract import extract as et
from extract import extract_all as et_all
from markdown2 import markdown, markdown_path
and context (class names, function names, or code) available:
# Path: lib/_db.py
# def get_collection(db_name, collection_name, client='mongo'):
# client = client_db_map.get(client)
# db = getattr(client, db_name, None)
# return getattr(db, collection_name, None)
#
# Path: lib/debug_tools.py
# def print_li(li):
# if isinstance(li, (list, tuple)):
# for i in li:
# print_li(i)
# elif isinstance(li, (str, unicode)):
# print(li)
# elif isinstance(li, dict):
# for k, v in li.items():
# print(k, v)
# else:
# print(li)
. Output only the next line. | articles = get_collection(db_name, col_name) # collection articles |
Using the snippet: <|code_start|>#!/usr/bin/env python
# -*- coding: utf-8 -*-
class IncrId(object):
"""IncrId 用redis实现的简单的自增id"""
def __init__(self, key):
self.key = '_'.join([key, self.__class__.__name__])
def get(self):
<|code_end|>
, determine the next line of code. You have imports:
from lib._db import redis_client as r
and context (class names, function names, or code) available:
# Path: lib/_db.py
# def get_collection(db_name, collection_name, client='mongo'):
# def get_db(db_name, client='mongo'):
. Output only the next line. | return int(r.incr(self.key)) |
Predict the next line after this snippet: <|code_start|>from __future__ import division
def write_to_file(file_path, value):
""" Converts value to string and writes it to file followed by newline"""
with open(file_path, mode='a') as f:
f.write(str(value))
f.write("\n")
f.flush()
def validate_mode(mode, available_modes):
"""
Checks if mode is one of available_modes
:raises: WrongArgumentError if mode is not one of available_modes
"""
if mode not in available_modes:
<|code_end|>
using the current file's imports:
import socket
import logging
import time
from subprocess import Popen, PIPE
from itertools import islice
from zabby.core.exceptions import WrongArgumentError, OperatingSystemError
from zabby.core.six import binary_type
and any relevant context from other files:
# Path: zabby/core/exceptions.py
# class WrongArgumentError(Exception):
# """ Wrong argument was passed to a function"""
#
# class OperatingSystemError(Exception):
# """ Operating system behaved in an unusual manner """
#
# Path: zabby/core/six.py
# PY3 = sys.version_info[0] == 3
# def b(s):
# def u(s):
# def b(s):
# def u(s):
. Output only the next line. | raise WrongArgumentError( |
Using the snippet: <|code_start|> """
if total == 0:
return 0 # even if free is not 0, it is better to alert authorities
value = None
if mode == 'free':
value = free
elif mode == 'total':
value = total
elif mode == 'used':
value = total - free
elif mode == 'pfree':
value = (free / total) * 100
elif mode == 'pused':
used = (total - free)
value = (used / total) * 100
return value
def lines_from_file(file_path, n=None):
"""
Returns list of lines read from file
:param n: Number of lines to read from file
:raises: OperatingSystemError if file is empty
:raises: IOError if unable to read lines from file
"""
with open(file_path, "r") as f:
lines = list(islice((line.rstrip() for line in f), n))
if len(lines) == 0:
<|code_end|>
, determine the next line of code. You have imports:
import socket
import logging
import time
from subprocess import Popen, PIPE
from itertools import islice
from zabby.core.exceptions import WrongArgumentError, OperatingSystemError
from zabby.core.six import binary_type
and context (class names, function names, or code) available:
# Path: zabby/core/exceptions.py
# class WrongArgumentError(Exception):
# """ Wrong argument was passed to a function"""
#
# class OperatingSystemError(Exception):
# """ Operating system behaved in an unusual manner """
#
# Path: zabby/core/six.py
# PY3 = sys.version_info[0] == 3
# def b(s):
# def u(s):
# def b(s):
# def u(s):
. Output only the next line. | raise OperatingSystemError("{file} is empty".format(file=file_path)) |
Here is a snippet: <|code_start|> "'{0}' has not written to stdout".format(formatted_command))
if err != '':
message = "'{0}' has written to stderr: {1}".format(
formatted_command, err)
if raise_on_nonempty_err:
raise OperatingSystemError(message)
else:
log = logging.getLogger('sh')
log.warn(message)
return out
return call_command
def tcp_communication(port, host='localhost', requests=list(),
receive_first=False, timeout=1.0):
"""
Connects to port, optionally sending requests and returns any responses
:param requests: list of binary objects that will be sent in order
it is expected that there will be a response for every request
:param receive_first: if true will try to receive data before sending any
requests
:raises: IOError, no exception handling is done in this function, most
exceptions will be socket exceptions
"""
<|code_end|>
. Write the next line using the current file imports:
import socket
import logging
import time
from subprocess import Popen, PIPE
from itertools import islice
from zabby.core.exceptions import WrongArgumentError, OperatingSystemError
from zabby.core.six import binary_type
and context from other files:
# Path: zabby/core/exceptions.py
# class WrongArgumentError(Exception):
# """ Wrong argument was passed to a function"""
#
# class OperatingSystemError(Exception):
# """ Operating system behaved in an unusual manner """
#
# Path: zabby/core/six.py
# PY3 = sys.version_info[0] == 3
# def b(s):
# def u(s):
# def b(s):
# def u(s):
, which may include functions, classes, or code. Output only the next line. | if any([not isinstance(request, binary_type) for request in requests]): |
Using the snippet: <|code_start|>
class DataSource:
DEFAULT_VALUE = "ZBX_NOTSUPPORTED"
def __init__(self, key_parser, config):
self.key_parser = key_parser
self.config = config
def process(self, raw_key):
"""
Calls function associated with raw_key and returns its result
If function for raw_key is not present or wrong number of arguments
is passed to it returns ZBX_NOTSUPPORTED
"""
key, arguments = self.key_parser.parse(raw_key)
LOG.debug("Received request for '{0}' with arguments {1}".format(
key, arguments))
function = None
try:
function = self.config.items[key]
except KeyError:
LOG.warning("Unknown key: {key}".format(key=key))
value = self.DEFAULT_VALUE
try:
if function:
value = function(*arguments)
<|code_end|>
, determine the next line of code. You have imports:
import string
import struct
import logging
import sys
import socketserver
import SocketServer as socketserver
from zabby.core.exceptions import WrongArgumentError
from zabby.core.six import b
and context (class names, function names, or code) available:
# Path: zabby/core/exceptions.py
# class WrongArgumentError(Exception):
# """ Wrong argument was passed to a function"""
#
# Path: zabby/core/six.py
# def b(s):
# return s.encode('utf-8')
. Output only the next line. | except (TypeError, WrongArgumentError) as e: |
Given the code snippet: <|code_start|> Expects to receive header followed by the length of the key
followed by the key.
"""
received = client.recv(self.HEADER_LENGTH)
if received == self.HEADER:
expected_length = struct.unpack(
'q', client.recv(self.EXPECTED_LENGTH_SIZE)
)[0]
key = client.recv(expected_length)
else:
if '\n' in received:
key = received
else:
key = received + client.recv(self.MAX_KEY_LENGTH)
return key.decode('utf-8')
def send_value(self, client, value):
"""
Formats value according to protocol and sends it to client
"""
message = self._calculate_message(value)
client.sendall(message)
def _calculate_message(self, value):
formatted_value = self._format(value)
data_length = len(formatted_value)
response = struct.pack(
self.RESPONSE_FORMAT.format(data_length=data_length),
self.HEADER,
data_length,
<|code_end|>
, generate the next line using the imports in this file:
import string
import struct
import logging
import sys
import socketserver
import SocketServer as socketserver
from zabby.core.exceptions import WrongArgumentError
from zabby.core.six import b
and context (functions, classes, or occasionally code) from other files:
# Path: zabby/core/exceptions.py
# class WrongArgumentError(Exception):
# """ Wrong argument was passed to a function"""
#
# Path: zabby/core/six.py
# def b(s):
# return s.encode('utf-8')
. Output only the next line. | b(formatted_value) |
Given snippet: <|code_start|>
LOG = logging.getLogger(__name__)
class ConfigManager:
def __init__(self, config_path, config_loader):
self._config_path = config_path
self._config_loader = config_loader
self._config = None
self.listen_address = (None, None)
self.items = dict()
def update_config(self):
"""
Reloads configuration from config_path binding
:raises: ConfigurationError if configuration files are not valid python
modules or if required module attributes are of wrong type
"""
try:
self._config = self._config_loader.load(self._config_path)
logging.config.fileConfig(self._config.logging_conf,
disable_existing_loggers=False)
self._set_listen_address()
self._load_items()
<|code_end|>
, continue by predicting the next line. Consider current file imports:
import imp
import os.path
import logging
import logging.config
from zabby.core.exceptions import ConfigurationError
from zabby.core.six import string_types, integer_types
and context:
# Path: zabby/core/exceptions.py
# class ConfigurationError(Exception):
# """ Something is wrong with configuration """
#
# Path: zabby/core/six.py
# PY3 = sys.version_info[0] == 3
# def b(s):
# def u(s):
# def b(s):
# def u(s):
which might include code, classes, or functions. Output only the next line. | except ConfigurationError as e: |
Using the snippet: <|code_start|>
class ConfigManager:
def __init__(self, config_path, config_loader):
self._config_path = config_path
self._config_loader = config_loader
self._config = None
self.listen_address = (None, None)
self.items = dict()
def update_config(self):
"""
Reloads configuration from config_path binding
:raises: ConfigurationError if configuration files are not valid python
modules or if required module attributes are of wrong type
"""
try:
self._config = self._config_loader.load(self._config_path)
logging.config.fileConfig(self._config.logging_conf,
disable_existing_loggers=False)
self._set_listen_address()
self._load_items()
except ConfigurationError as e:
raise e
except Exception as e:
LOG.exception(e)
raise ConfigurationError()
def _set_listen_address(self):
<|code_end|>
, determine the next line of code. You have imports:
import imp
import os.path
import logging
import logging.config
from zabby.core.exceptions import ConfigurationError
from zabby.core.six import string_types, integer_types
and context (class names, function names, or code) available:
# Path: zabby/core/exceptions.py
# class ConfigurationError(Exception):
# """ Something is wrong with configuration """
#
# Path: zabby/core/six.py
# PY3 = sys.version_info[0] == 3
# def b(s):
# def u(s):
# def b(s):
# def u(s):
. Output only the next line. | self._check_type(self._config.listen_host, string_types) |
Predict the next line for this snippet: <|code_start|>class ConfigManager:
def __init__(self, config_path, config_loader):
self._config_path = config_path
self._config_loader = config_loader
self._config = None
self.listen_address = (None, None)
self.items = dict()
def update_config(self):
"""
Reloads configuration from config_path binding
:raises: ConfigurationError if configuration files are not valid python
modules or if required module attributes are of wrong type
"""
try:
self._config = self._config_loader.load(self._config_path)
logging.config.fileConfig(self._config.logging_conf,
disable_existing_loggers=False)
self._set_listen_address()
self._load_items()
except ConfigurationError as e:
raise e
except Exception as e:
LOG.exception(e)
raise ConfigurationError()
def _set_listen_address(self):
self._check_type(self._config.listen_host, string_types)
<|code_end|>
with the help of current file imports:
import imp
import os.path
import logging
import logging.config
from zabby.core.exceptions import ConfigurationError
from zabby.core.six import string_types, integer_types
and context from other files:
# Path: zabby/core/exceptions.py
# class ConfigurationError(Exception):
# """ Something is wrong with configuration """
#
# Path: zabby/core/six.py
# PY3 = sys.version_info[0] == 3
# def b(s):
# def u(s):
# def b(s):
# def u(s):
, which may contain function names, class names, or code. Output only the next line. | self._check_type(self._config.listen_port, integer_types) |
Continue the code snippet: <|code_start|>
class TestServiceSSH():
def setup(self):
self._patcher_tcp_communication = patch(
'zabby.items.net.tcp.tcp_communication')
self.mock_tcp_communication = self._patcher_tcp_communication.start()
self.service_name = 'ssh'
def teardown(self):
self._patcher_tcp_communication.stop()
def test_running_if_server_message_matches_expectations(self):
self.mock_tcp_communication.return_value = [
b('SSH-2.0-OpenSSH_6.0p1 Debian-4\n')]
running = bool(tcp.service(self.service_name))
assert_true(running)
def test_not_running_if_server_message_does_not_match_expectations(self):
self.mock_tcp_communication.return_value = [b('SSH\n')]
running = bool(tcp.service(self.service_name))
assert_false(running)
def test_not_running_if_exception_occurs(self):
self.mock_tcp_communication.side_effect = IOError
running = bool(tcp.service(self.service_name))
assert_false(running)
def test_raises_exception_for_unknown_port(self):
<|code_end|>
. Use current file imports:
from mock import patch
from nose.tools import assert_true, assert_false, assert_raises
from zabby.core.exceptions import WrongArgumentError
from zabby.core.six import b
from zabby.items.net import tcp
and context (classes, functions, or code) from other files:
# Path: zabby/core/exceptions.py
# class WrongArgumentError(Exception):
# """ Wrong argument was passed to a function"""
#
# Path: zabby/core/six.py
# def b(s):
# return s.encode('utf-8')
#
# Path: zabby/items/net/tcp.py
# LOG = logging.getLogger(__name__)
# SERVICES = {
# 'ssh': 22,
# }
# def service(service_name, ip='127.0.0.1', port=None, timeout=1.0):
# def _check_ssh(ip, port, timeout):
. Output only the next line. | assert_raises(WrongArgumentError, tcp.service, self.service_name, |
Based on the snippet: <|code_start|>
class TestServiceSSH():
def setup(self):
self._patcher_tcp_communication = patch(
'zabby.items.net.tcp.tcp_communication')
self.mock_tcp_communication = self._patcher_tcp_communication.start()
self.service_name = 'ssh'
def teardown(self):
self._patcher_tcp_communication.stop()
def test_running_if_server_message_matches_expectations(self):
self.mock_tcp_communication.return_value = [
<|code_end|>
, predict the immediate next line with the help of imports:
from mock import patch
from nose.tools import assert_true, assert_false, assert_raises
from zabby.core.exceptions import WrongArgumentError
from zabby.core.six import b
from zabby.items.net import tcp
and context (classes, functions, sometimes code) from other files:
# Path: zabby/core/exceptions.py
# class WrongArgumentError(Exception):
# """ Wrong argument was passed to a function"""
#
# Path: zabby/core/six.py
# def b(s):
# return s.encode('utf-8')
#
# Path: zabby/items/net/tcp.py
# LOG = logging.getLogger(__name__)
# SERVICES = {
# 'ssh': 22,
# }
# def service(service_name, ip='127.0.0.1', port=None, timeout=1.0):
# def _check_ssh(ip, port, timeout):
. Output only the next line. | b('SSH-2.0-OpenSSH_6.0p1 Debian-4\n')] |
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