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Explain this Pythoncode:Python code: ## # @file discrete_spectral_transform.py # @author Yibo Lin # @date Jun 2018 # import os import sys import numpy as np import torch import torch.nn.functional as F import pdb def get_expk(N, dtype, device): """ Compute 2*exp(-1j*pi*u/(2N)), but not exactly the same. The actual return is 2*cos(pi*u/(2N)), 2*sin(pi*u/(2N)). This will make later multiplication easier. """ pik_by_2N = torch.arange(N, dtype=dtype, device=device) pik_by_2N.mul_(np.pi/(2*N)) # cos, sin # I use sin because the real part requires subtraction # this will be easier for multiplication expk = torch.stack([pik_by_2N.cos(), pik_by_2N.sin()], dim=-1) expk.mul_(2) return expk.contiguous() def get_expkp1(N, dtype, device): """ Compute 2*exp(-1j*pi*(u+1)/(2N)), but not exactly the same. The actual return is 2*cos(pi*(u+1)/(2N)), 2*sin(pi*(u+1)/(2N)) """ neg_pik_by_2N = torch.arange(1, N+1, dtype=dtype, device=device) neg_pik_by_2N.mul_(np.pi/(2*N)) # sin, -cos # I swap -cos and sin because we need the imag part # this will be easier for multiplication expk = torch.stack([neg_pik_by_2N.cos(), neg_pik_by_2N.sin()], dim=-1) expk.mul_(2) return expk.contiguous() def get_exact_expk(N, dtype, device): # Compute exp(-j*pi*u/(2N)) = cos(pi*u/(2N)) - j * sin(pi*u/(2N)) pik_by_2N = torch.arange(N, dtype=dtype, device=device) pik_by_2N.mul_(np.pi/(2*N)) # cos, -sin expk = torch.stack([pik_by_2N.cos(), -pik_by_2N.sin()], dim=-1) return expk.contiguous() def get_perm(N, dtype, device): """ Compute permutation to generate following array 0, 2, 4, ..., 2*(N//2)-2, 2*(N//2)-1, 2*(N//2)-3, ..., 3, 1 """ perm = torch.zeros(N, dtype=dtype, device=device) perm[0:(N-1)//2+1] = torch.arange(0, N, 2, dtype=dtype, device=device) perm[(N-1)//2+1:] = torch.arange(2*(N//2)-1, 0, -2, dtype=dtype, device=device) return perm def dct_2N(x, expk=None): """ Batch Discrete Cosine Transformation without normalization to coefficients. Compute y_u = \sum_i x_i cos(pi*(2i+1)*u/(2N)), Impelements the 2N padding trick to solve DCT with FFT in the following link, https://dsp.stackexchange.com/questions/2807/fast-cosine-transform-via-fft 1. Pad x by zeros 2. Perform FFT 3. Multiply by 2*exp(-1j*pi*u/(2N)) 4. Extract the real part """ # last dimension N = x.size(-1) # pad last dimension x_pad = F.pad(x, (0, N), 'constant', 0) # the last dimension here becomes -2 because complex numbers introduce a new dimension y = torch.rfft(x_pad, signal_ndim=1, normalized=False, onesided=True)[..., 0:N, :] y.mul_(1.0/N) if expk is None: expk = get_expk(N, dtype=x.dtype, device=x.device) # get real part y.mul_(expk) # I found add is much faster than sum #y = y.sum(dim=-1) return y[..., 0]+y[..., 1] ... [16 more functiondefs truncated] ...
|
Functions: get_expk, get_expkp1, get_exact_expk, get_perm, dct_2N This code demonstrates Pythoncode:Python programming.
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intermediate
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api
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code_explanation
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Pythoncode:Python
| 5
| 0
| 2,968
| true
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[{"role": "user", "content": "Explain this Pythoncode:Python code:\n##\n# @file discrete_spectral_transform.py\n# @author Yibo Lin\n# @date Jun 2018\n#\n\nimport os\nimport sys\nimport numpy as np\nimport torch\nimport torch.nn.functional as F\nimport pdb\n\ndef get_expk(N, dtype, device):\n \"\"\" Compute 2*exp(-1j*pi*u/(2N)), but not exactly the same.\n The actual return is 2*cos(pi*u/(2N)), 2*sin(pi*u/(2N)).\n This will make later multiplication easier.\n \"\"\"\n pik_by_2N = torch.arange(N, dtype=dtype, device=device)\n pik_by_2N.mul_(np.pi/(2*N))\n # cos, sin\n # I use sin because the real part requires subtraction\n # this will be easier for multiplication\n expk = torch.stack([pik_by_2N.cos(), pik_by_2N.sin()], dim=-1)\n expk.mul_(2)\n\n return expk.contiguous()\n\n\ndef get_expkp1(N, dtype, device):\n \"\"\" Compute 2*exp(-1j*pi*(u+1)/(2N)), but not exactly the same.\n The actual return is 2*cos(pi*(u+1)/(2N)), 2*sin(pi*(u+1)/(2N))\n \"\"\"\n neg_pik_by_2N = torch.arange(1, N+1, dtype=dtype, device=device)\n neg_pik_by_2N.mul_(np.pi/(2*N))\n # sin, -cos\n # I swap -cos and sin because we need the imag part\n # this will be easier for multiplication\n expk = torch.stack([neg_pik_by_2N.cos(), neg_pik_by_2N.sin()], dim=-1)\n expk.mul_(2)\n\n return expk.contiguous()\n\n\ndef get_exact_expk(N, dtype, device):\n # Compute exp(-j*pi*u/(2N)) = cos(pi*u/(2N)) - j * sin(pi*u/(2N))\n pik_by_2N = torch.arange(N, dtype=dtype, device=device)\n pik_by_2N.mul_(np.pi/(2*N))\n # cos, -sin\n expk = torch.stack([pik_by_2N.cos(), -pik_by_2N.sin()], dim=-1)\n return expk.contiguous()\n\n\ndef get_perm(N, dtype, device):\n \"\"\" Compute permutation to generate following array\n 0, 2, 4, ..., 2*(N//2)-2, 2*(N//2)-1, 2*(N//2)-3, ..., 3, 1\n \"\"\"\n perm = torch.zeros(N, dtype=dtype, device=device)\n perm[0:(N-1)//2+1] = torch.arange(0, N, 2, dtype=dtype, device=device)\n perm[(N-1)//2+1:] = torch.arange(2*(N//2)-1, 0, -2, dtype=dtype, device=device)\n\n return perm\n\n\ndef dct_2N(x, expk=None):\n \"\"\" Batch Discrete Cosine Transformation without normalization to coefficients.\n Compute y_u = \\sum_i x_i cos(pi*(2i+1)*u/(2N)),\n Impelements the 2N padding trick to solve DCT with FFT in the following link,\n https://dsp.stackexchange.com/questions/2807/fast-cosine-transform-via-fft\n\n 1. Pad x by zeros\n 2. Perform FFT\n 3. Multiply by 2*exp(-1j*pi*u/(2N))\n 4. Extract the real part\n \"\"\"\n # last dimension\n N = x.size(-1)\n # pad last dimension\n x_pad = F.pad(x, (0, N), 'constant', 0)\n\n # the last dimension here becomes -2 because complex numbers introduce a new dimension\n y = torch.rfft(x_pad, signal_ndim=1, normalized=False, onesided=True)[..., 0:N, :]\n y.mul_(1.0/N)\n\n if expk is None:\n expk = get_expk(N, dtype=x.dtype, device=x.device)\n\n # get real part\n y.mul_(expk)\n\n # I found add is much faster than sum\n #y = y.sum(dim=-1)\n return y[..., 0]+y[..., 1]\n\n\n\n ... [16 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Functions: get_expk, get_expkp1, get_exact_expk, get_perm, dct_2N\n This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
0af65b8666e4023ddc4b24aa0b03dd9c64d6dd98
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TheStack--python--000.parquet
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Find all errors in this Pythoncode:Python code: import unittest, random, sys, time sys.path.extend(['.','..','py']) import h2o, h2o_cmd, h2o_hosts, h2o_browse as h2b, h2o_import as h2i, h2o_exec as h2e, h2o_glm import h2o_util zeroList = [ 'Result0 = 0', ] # the first column should use this exprList = [ 'Result<n> = sum(<keyX>[<col1>])', ] DO_SUMMARY = False DO_COMPARE_SUM = False def write_syn_dataset(csvPathname, rowCount, colCount, SEEDPERFILE, sel, distribution): # we can do all sorts of methods off the r object r = random.Random(SEEDPERFILE) def addRandValToRowStuff(colNumber, valMin, valMax, rowData, synColSumDict): # colNumber should not be 0, because the output will be there ## val = r.uniform(MIN,MAX) val = r.triangular(valMin,valMax,0) valFormatted = h2o_util.fp_format(val, sel) # force it to be zero in this range. so we don't print zeroes for svm! if (val > valMin/2) and (val < valMax/2): return None else: rowData.append(str(colNumber) + ":" + valFormatted) # f should always return string if colNumber in synColSumDict: synColSumDict[colNumber] += val # sum of column (dict) else: synColSumDict[colNumber] = val # sum of column (dict) return val valMin = -1e2 valMax = 1e2 classMin = -36 classMax = 36 dsf = open(csvPathname, "w+") synColSumDict = {0: 0} # guaranteed to have col 0 for output # even though we try to get a max colCount with random, we might fall short # track what max we really got
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Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Detected Errors: • Unterminated string literal at line 28 Fix: Complete the truncated code structure
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intermediate
|
testing
|
error_detection
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Pythoncode:Python
| 2
| 0
| 1,605
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nimport unittest, random, sys, time\nsys.path.extend(['.','..','py'])\nimport h2o, h2o_cmd, h2o_hosts, h2o_browse as h2b, h2o_import as h2i, h2o_exec as h2e, h2o_glm\nimport h2o_util\n\nzeroList = [\n 'Result0 = 0',\n]\n# the first column should use this\nexprList = [\n 'Result<n> = sum(<keyX>[<col1>])',\n ]\n\nDO_SUMMARY = False\nDO_COMPARE_SUM = False\n\ndef write_syn_dataset(csvPathname, rowCount, colCount, SEEDPERFILE, sel, distribution):\n # we can do all sorts of methods off the r object\n r = random.Random(SEEDPERFILE)\n\n def addRandValToRowStuff(colNumber, valMin, valMax, rowData, synColSumDict):\n # colNumber should not be 0, because the output will be there\n \n ## val = r.uniform(MIN,MAX)\n val = r.triangular(valMin,valMax,0)\n valFormatted = h2o_util.fp_format(val, sel)\n\n # force it to be zero in this range. so we don't print zeroes for svm!\n if (val > valMin/2) and (val < valMax/2):\n return None\n else:\n rowData.append(str(colNumber) + \":\" + valFormatted) # f should always return string\n if colNumber in synColSumDict:\n synColSumDict[colNumber] += val # sum of column (dict)\n else:\n synColSumDict[colNumber] = val # sum of column (dict)\n return val\n\n valMin = -1e2\n valMax = 1e2\n classMin = -36\n classMax = 36\n dsf = open(csvPathname, \"w+\")\n synColSumDict = {0: 0} # guaranteed to have col 0 for output\n # even though we try to get a max colCount with random, we might fall short\n # track what max we really got"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: HARD_CUT\n Error: SyntaxError / EOF\n\n Detected Errors:\n \u2022 Unterminated string literal at line 28\n\n Fix: Complete the truncated code structure"}]
| true
|
syntax
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HARD_CUT
|
CRITICAL
|
0af766c917854c90cf7eae087d9105162f3eb248
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TheStack--python--000.parquet
|
Complete this Pythoncode:Python code: class Datatype(Enum): """ This enum differentiates between the different Influx-Types. By declaring the type SPPMon will automatically insert the data in the right format. The order of the types within the enum is important: bool is a int, but a int is not a bool. Important: only use `TIME` for epoch timestamps, *NOT* for durations or counts. `TIME` is automatically converted into second format. Note: The return type is just a helper and not of a big use. Methods: get_auto_datatype - get Datatype enum by value typ analysis """ NONE = type(None) """Undeclared, only use as a placeholder.""" STRING = str """Special symbols and \" will be escaped.""" BOOL = bool """Any boolean, be aware it is a subtype of int. TODO Untested, saves as Boolean within Influx. """ INT = int """Appends a 'i' at end of number to declare. Fails if the data is mixed with any other type.""" FLOAT = float """Unchanged value. Default Influx numeric data type. Mixing with ints works.""" TIMESTAMP = type(int) """Automatic transform a timestamp into seconds. Important: Only use for Epoch timestamps, not duration or counter. Caution: Type is just a placeholder, do not set to int - causing problems! """ @staticmethod def get_auto_datatype(value: Any) -> Datatype: """get Datatype enum by value typ analysis. Usage should be avoided. Only use if no datatype is declared. It skips time-type and fails if ints are mixed with floats. If no type is detected emits a warning and returns `NONE`. Arguments: value {Union[str, float, int, bool, None]} -- Value to be analyzed Returns: Datatype -- type of value or `NONE`. """ for enum in Datatype: if(enum is Datatype.TIMESTAMP): continue
|
if(isinstance(value, enum.value)): return enum ExceptionUtils.error_message(f"No auto type found for {value}") return Datatype.NONE class RetentionPolicy: """Represents a influxdb retention policy. By this policy it is declared afer which ammount of time a dataset is deleted from the DB. Attributes name - name of RP database - associated database duration - time until the data is purged replication - How often the date is replicated shard_duration - Size of memory-groups default - whether this is the default RP Methods to_dict - creates a dict out of the values """ @property def name(self) -> str: """name of the Retention Policy""" return self.__name @property def database(self) -> Database: """associated database""" return self.__database @property ... [30 more functiondefs truncated] ...
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advanced
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testing
|
code_completion
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Pythoncode:Python
| 3
| 2
| 2,886
| false
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[{"role": "user", "content": "Complete this Pythoncode:Python code:\nclass Datatype(Enum):\n \"\"\"\n This enum differentiates between the different Influx-Types.\n\n By declaring the type SPPMon will automatically insert the data in the right format.\n The order of the types within the enum is important: bool is a int, but a int is not a bool.\n Important: only use `TIME` for epoch timestamps, *NOT* for durations or counts.\n `TIME` is automatically converted into second format.\n Note: The return type is just a helper and not of a big use.\n\n Methods:\n get_auto_datatype - get Datatype enum by value typ analysis\n \"\"\"\n\n NONE = type(None)\n \"\"\"Undeclared, only use as a placeholder.\"\"\"\n\n STRING = str\n \"\"\"Special symbols and \\\" will be escaped.\"\"\"\n\n BOOL = bool\n \"\"\"Any boolean, be aware it is a subtype of int.\n TODO Untested, saves as Boolean within Influx.\n \"\"\"\n\n INT = int\n \"\"\"Appends a 'i' at end of number to declare. Fails if the data is mixed with any other type.\"\"\"\n\n FLOAT = float\n \"\"\"Unchanged value. Default Influx numeric data type. Mixing with ints works.\"\"\"\n\n TIMESTAMP = type(int)\n \"\"\"Automatic transform a timestamp into seconds. Important: Only use for Epoch timestamps, not duration or counter.\n Caution: Type is just a placeholder, do not set to int - causing problems!\n \"\"\"\n\n @staticmethod\n def get_auto_datatype(value: Any) -> Datatype:\n \"\"\"get Datatype enum by value typ analysis. Usage should be avoided.\n\n Only use if no datatype is declared. It skips time-type and fails if ints are mixed with floats.\n If no type is detected emits a warning and returns `NONE`.\n\n Arguments:\n value {Union[str, float, int, bool, None]} -- Value to be analyzed\n\n Returns:\n Datatype -- type of value or `NONE`.\n \"\"\"\n for enum in Datatype:\n if(enum is Datatype.TIMESTAMP):\n continue"}, {"role": "assistant", "content": "\n if(isinstance(value, enum.value)):\n return enum\n\n ExceptionUtils.error_message(f\"No auto type found for {value}\")\n return Datatype.NONE\n\nclass RetentionPolicy:\n \"\"\"Represents a influxdb retention policy.\n\n By this policy it is declared afer which ammount of time a dataset is deleted from the DB.\n\n Attributes\n name - name of RP\n database - associated database\n duration - time until the data is purged\n replication - How often the date is replicated\n shard_duration - Size of memory-groups\n default - whether this is the default RP\n Methods\n to_dict - creates a dict out of the values\n \"\"\"\n\n @property\n def name(self) -> str:\n \"\"\"name of the Retention Policy\"\"\"\n return self.__name\n\n @property\n def database(self) -> Database:\n \"\"\"associated database\"\"\"\n return self.__database\n\n @property\n\n ... [30 more functiondefs truncated] ..."}]
| false
| null | null | null |
0af886d3e8e59b20a8f0a8f86ad88dbe765599d2
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: """ SleekXMPP: The Sleek XMPP Library Copyright (C) 2011 Dann Martens This file is part of SleekXMPP. See the file LICENSE for copying permission. """ from sleekxmpp.plugins.xep_0009.remote import Endpoint, remote, Remote, \ ANY_ALL import threading class Thermostat(Endpoint): def FQN(self): return 'thermostat' def __init(self, initial_temperature): self._temperature = initial_temperature self._event = threading.Event() @remote def set_temperature(self, temperature): print("Setting temperature to %s" % temperature) self._temperature = temperature @remote def get_temperature(self): return self._temperature @remote(False) def release(self): self._event.set() def wait_for_release(self): self._event.wait() def main(): session = Remote.new_session('sleek@xmpp.org/rpc', '*****') thermostat = session.new_handler(ANY_ALL, Thermostat, 18) thermostat.wait_for_release() session.close() if __name__ == '__main__': main()
|
Error Analysis: Error Type: MID_BLOCK Error: IndentationError / Expected indented block Detected Errors: • Unterminated string literal at line 1 • Block at line 40 has no indented body Fix: Add body to If block or use 'pass' statement
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advanced
|
api
|
error_detection
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Pythoncode:Python
| 7
| 1
| 1,140
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\n\"\"\"\n SleekXMPP: The Sleek XMPP Library\n Copyright (C) 2011 Dann Martens\n This file is part of SleekXMPP.\n\n See the file LICENSE for copying permission.\n\"\"\"\n\nfrom sleekxmpp.plugins.xep_0009.remote import Endpoint, remote, Remote, \\\n ANY_ALL\nimport threading\n\nclass Thermostat(Endpoint):\n \n def FQN(self):\n return 'thermostat'\n \n def __init(self, initial_temperature):\n self._temperature = initial_temperature\n self._event = threading.Event() \n \n @remote\n def set_temperature(self, temperature):\n print(\"Setting temperature to %s\" % temperature)\n self._temperature = temperature\n \n @remote\n def get_temperature(self):\n return self._temperature\n\n @remote(False)\n def release(self):\n self._event.set() \n \n def wait_for_release(self):\n self._event.wait() \n \n\n\ndef main():\n\n session = Remote.new_session('sleek@xmpp.org/rpc', '*****')\n \n thermostat = session.new_handler(ANY_ALL, Thermostat, 18)\n \n thermostat.wait_for_release()\n \n session.close()\n \nif __name__ == '__main__':\n main()"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: MID_BLOCK\n Error: IndentationError / Expected indented block\n\n Detected Errors:\n \u2022 Unterminated string literal at line 1\n \u2022 Block at line 40 has no indented body\n\n Fix: Add body to If block or use 'pass' statement"}]
| true
|
syntax
|
MID_BLOCK
|
HIGH
|
0af8af43646ac075b324487dffc3942d97354220
|
TheStack--python--000.parquet
|
Suggest refactoring for this Pythoncode:Python code: import cv2 import time import socket import threading class Response(object): def __init__(self): pass def recv(self, data): pass def pop(self): pass def empty(self): pass class Command(Response): def __init__(self): super(Command, self).__init__() self.response = None self.lock = threading.RLock() def recv(self, data): with self.lock: self.response = data.decode('utf-8') def pop(self): with self.lock: response, self.response = self.response, None return response def empty(self): with self.lock: return self.response is None class State(Response): def __init__(self): super(State, self).__init__() self.response = {} self.lock = threading.RLock() def recv(self, data): with self.lock: self.response = {item.split(':')[0]:float(item.split(':')[1]) for item in data.decode('utf-8').split(';') if ':' in item} def pop(self): return self.response def empty(self): return False class Client(object): def __init__(self, local_port, buffer_size, daemon, response): self.response = response self.buffer_size = buffer_size self.socket = socket.socket(socket.AF_INET, socket.SOCK_DGRAM) self.socket.bind(('', local_port)) self.receive_thread = threading.Thread(target=self._receive_thread) self.receive_thread.daemon = daemon self.receive_thread.start() def __del__(self): """Closes the local socket.""" self.socket.close() def _receive_thread(self): """Listens for responses from the Tello. Runs as a thread, sets self.response to whatever the Tello last returned. """ while True: try: self.response.recv(self.socket.recv(self.buffer_size)) except Exception as e: print(e) break def empty(self): return self.response.empty() def pop(self): return self.response.pop() class Video(object): def __init__(self, daemon=True): self.video = cv2.VideoCapture('udp://@0.0.0.0:11111') if not self.video.isOpened(): raise RuntimeError('Failed to connect to Tello') self.frame = None self.lock = threading.RLock() self.thread = threading.Thread(target=self._update_thread) self.thread.daemon = daemon self.thread.start() def __del__(self): self.video.release() def _update_thread(self): while True: ok, frame = self.video.read() if ok: with self.lock: self.frame = frame def empty(self): with self.lock: return self.frame is None ... [38 more functiondefs truncated] ...
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Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
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advanced
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machine_learning
|
refactoring
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Pythoncode:Python
| 21
| 5
| 2,916
| true
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[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\nimport cv2\nimport time\nimport socket\nimport threading\n\n\nclass Response(object):\n def __init__(self):\n pass\n\n def recv(self, data):\n pass\n\n def pop(self):\n pass\n\n def empty(self):\n pass\n\n\nclass Command(Response):\n def __init__(self):\n super(Command, self).__init__()\n self.response = None\n self.lock = threading.RLock()\n\n def recv(self, data):\n with self.lock:\n self.response = data.decode('utf-8')\n\n def pop(self):\n with self.lock:\n response, self.response = self.response, None\n return response\n\n def empty(self):\n with self.lock:\n return self.response is None\n\n\nclass State(Response):\n def __init__(self):\n super(State, self).__init__()\n self.response = {}\n self.lock = threading.RLock()\n\n def recv(self, data):\n with self.lock:\n self.response = {item.split(':')[0]:float(item.split(':')[1]) for item in data.decode('utf-8').split(';') if ':' in item}\n\n def pop(self):\n return self.response\n\n def empty(self):\n return False\n\n\nclass Client(object):\n def __init__(self, local_port, buffer_size, daemon, response):\n self.response = response\n self.buffer_size = buffer_size\n\n self.socket = socket.socket(socket.AF_INET, socket.SOCK_DGRAM)\n self.socket.bind(('', local_port))\n\n self.receive_thread = threading.Thread(target=self._receive_thread)\n self.receive_thread.daemon = daemon\n self.receive_thread.start()\n\n def __del__(self):\n \"\"\"Closes the local socket.\"\"\"\n self.socket.close()\n\n def _receive_thread(self):\n \"\"\"Listens for responses from the Tello.\n\n Runs as a thread, sets self.response to whatever the Tello last returned.\n \"\"\"\n while True:\n try:\n self.response.recv(self.socket.recv(self.buffer_size))\n except Exception as e:\n print(e)\n break\n\n def empty(self):\n return self.response.empty()\n\n def pop(self):\n return self.response.pop()\n\n\nclass Video(object):\n def __init__(self, daemon=True):\n self.video = cv2.VideoCapture('udp://@0.0.0.0:11111')\n if not self.video.isOpened():\n raise RuntimeError('Failed to connect to Tello')\n self.frame = None\n self.lock = threading.RLock()\n self.thread = threading.Thread(target=self._update_thread)\n self.thread.daemon = daemon\n self.thread.start()\n\n def __del__(self):\n self.video.release()\n\n def _update_thread(self):\n while True:\n ok, frame = self.video.read()\n if ok:\n with self.lock:\n self.frame = frame\n\n def empty(self):\n with self.lock:\n return self.frame is None\n\n\n ... [38 more functiondefs truncated] ..."}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
0af8ec7bff7f3176683d674120e0f5944b63d168
|
TheStack--python--000.parquet
|
Fix this broken Pythoncode:Python code: # terrascript/resource/sematext.py # Automatically generated by tools/makecode.py (24-Sep-2021 15:26:36 UTC) # # For imports without namespace, e.g. # # >>> import terrascript.resource.sematext # # instead of # # >>> import terrascript.resource.sematext.sematext # # This is only available for 'official' and 'partner' providers. from terrascript.r Error: SyntaxError: unterminated string literal
|
Fixed Code: # terrascript/resource/sematext.py # Automatically generated by tools/makecode.py (24-Sep-2021 15:26:36 UTC) # # For imports without namespace, e.g. # # >>> import terrascript.resource.sematext # # instead of # # >>> import terrascript.resource.sematext.sematext # # This is only available for 'official' and 'partner' providers. from terrascript.resource.sematext.sematext import * Explanation: Close the string literal with matching quote
|
intermediate
|
machine_learning
|
error_fixing
|
Pythoncode:Python
| 0
| 0
| 353
| true
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\n# terrascript/resource/sematext.py\n# Automatically generated by tools/makecode.py (24-Sep-2021 15:26:36 UTC)\n#\n# For imports without namespace, e.g.\n#\n# >>> import terrascript.resource.sematext\n#\n# instead of\n#\n# >>> import terrascript.resource.sematext.sematext\n#\n# This is only available for 'official' and 'partner' providers.\n\nfrom terrascript.r\n\n Error: SyntaxError: unterminated string literal"}, {"role": "assistant", "content": " Fixed Code:\n\n\n# terrascript/resource/sematext.py\n# Automatically generated by tools/makecode.py (24-Sep-2021 15:26:36 UTC)\n#\n# For imports without namespace, e.g.\n#\n# >>> import terrascript.resource.sematext\n#\n# instead of\n#\n# >>> import terrascript.resource.sematext.sematext\n#\n# This is only available for 'official' and 'partner' providers.\n\nfrom terrascript.resource.sematext.sematext import *\n\n\n Explanation: Close the string literal with matching quote"}]
| true
|
syntax
|
MID_STRING
|
CRITICAL
|
0af8f9b563483812450b36d24892bee1c8265e62
|
TheStack--python--000.parquet
|
Complete this Pythoncode:Python code: #!/usr/bin/env python3 import tensorflow as tf class SimpleEncodeDecoder: def __init__(self): self.save_dir = './result/step1/' self.result_dir = './result/plot/' os.makedirs(self.result_dir, exist_ok=True) checkpoint_dir = self.save_dir self.max_epoch = 300 self.steps_per_epoch = 1000 self.batch_size = 64 lr = tf.keras.optimizers.schedules.ExponentialDecay(1e-3, 1e5, 0.5) self.optimizer = tf.keras.optimizers.Adam(lr) self.encoder = net.FeatureBlock() self.encoder.summary() self.decoder = net.SimpleDecoderBlock() self.decoder.summary() inputs = { 'image': tf.keras.Input(shape=(128,128,3)), } feature_out = self.encoder(inputs) outputs = self.decoder(feature_out) self.model = tf.keras.Model(inputs, outputs, name='SimpleEncodeDecoder') checkpoint = tf.train.Checkpoint(optimizer=self.optimizer, model=self.model) last = tf.train.latest_checkpoint(checkpoint_dir) checkpoint.restore(last) self.manager = tf.train.CheckpointManager( checkpoint, directory=checkpoint_dir, max_to_keep=2) if not last is None: self.init_epoch = int(os.path.basename(last).split('-')[1]) print('loaded %d epoch'%self.init_epoch) else: self.init_epoch = 0 self.model.summary()
|
def eval(self): self.data = net.FontData() print("Plot: ", self.init_epoch + 1) acc = self.make_plot(self.data.test_data(self.batch_size), (self.init_epoch + 1)) print('acc', acc) @tf.function def eval_substep(self, inputs): input_data = { 'image': inputs['input'], } feature = self.encoder(input_data) outputs = self.decoder(feature) target_id = inputs['index'] target_id1 = inputs['idx1'] target_id2 = inputs['idx2'] pred_id1 = tf.nn.softmax(outputs['id1'], -1) pred_id2 = tf.nn.softmax(outputs['id2'], -1) return { 'feature': feature, 'pred_id1': pred_id1, 'pred_id2': pred_id2, 'target_id': target_id, 'target_id1': target_id1, 'target_id2': target_id2, } ... [2 more functiondefs truncated] ...
|
advanced
|
testing
|
code_completion
|
Pythoncode:Python
| 3
| 1
| 2,388
| true
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\n#!/usr/bin/env python3\n\nimport tensorflow as tf\nclass SimpleEncodeDecoder:\n def __init__(self):\n self.save_dir = './result/step1/'\n self.result_dir = './result/plot/'\n os.makedirs(self.result_dir, exist_ok=True)\n checkpoint_dir = self.save_dir\n\n self.max_epoch = 300\n self.steps_per_epoch = 1000\n self.batch_size = 64\n\n lr = tf.keras.optimizers.schedules.ExponentialDecay(1e-3, 1e5, 0.5)\n self.optimizer = tf.keras.optimizers.Adam(lr)\n\n self.encoder = net.FeatureBlock()\n self.encoder.summary()\n self.decoder = net.SimpleDecoderBlock()\n self.decoder.summary()\n inputs = {\n 'image': tf.keras.Input(shape=(128,128,3)),\n }\n feature_out = self.encoder(inputs)\n outputs = self.decoder(feature_out)\n self.model = tf.keras.Model(inputs, outputs, name='SimpleEncodeDecoder')\n checkpoint = tf.train.Checkpoint(optimizer=self.optimizer,\n model=self.model)\n\n last = tf.train.latest_checkpoint(checkpoint_dir)\n checkpoint.restore(last)\n self.manager = tf.train.CheckpointManager(\n checkpoint, directory=checkpoint_dir, max_to_keep=2)\n if not last is None:\n self.init_epoch = int(os.path.basename(last).split('-')[1])\n print('loaded %d epoch'%self.init_epoch)\n else:\n self.init_epoch = 0\n\n self.model.summary()"}, {"role": "assistant", "content": "\n def eval(self):\n self.data = net.FontData()\n print(\"Plot: \", self.init_epoch + 1)\n acc = self.make_plot(self.data.test_data(self.batch_size), (self.init_epoch + 1))\n print('acc', acc)\n\n @tf.function\n def eval_substep(self, inputs):\n input_data = {\n 'image': inputs['input'],\n }\n feature = self.encoder(input_data)\n outputs = self.decoder(feature)\n target_id = inputs['index']\n target_id1 = inputs['idx1']\n target_id2 = inputs['idx2']\n pred_id1 = tf.nn.softmax(outputs['id1'], -1)\n pred_id2 = tf.nn.softmax(outputs['id2'], -1)\n return {\n 'feature': feature,\n 'pred_id1': pred_id1,\n 'pred_id2': pred_id2,\n 'target_id': target_id,\n 'target_id1': target_id1,\n 'target_id2': target_id2,\n }\n\n\n ... [2 more functiondefs truncated] ..."}]
| false
| null | null | null |
0af95702c3886ad24fef9b7d2bef0b353d7f0d8a
|
TheStack--python--000.parquet
|
Fix this broken Pythoncode:Python code: from __future__ import absolute_import, division, print_function import logging import docker import tempfile import requests from requests.exceptions import RequestException import json import pprint import time import re import os import tarfile import sys from cloudpickle import CloudPickler import pickle import numpy as np from google.protobuf.json_format import MessageToDict Error: SyntaxError / EOF
|
Fixed Code: from __future__ import absolute_import, division, print_function import logging import docker import tempfile import requests from requests.exceptions import RequestException import json import pprint import time import re import os import tarfile import sys from cloudpickle import CloudPickler import pickle import numpy as np from google.protobuf.json_format import MessageToDict Explanation: Complete the truncated code structure
|
advanced
|
testing
|
error_fixing
|
Pythoncode:Python
| 2
| 1
| 385
| true
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\nfrom __future__ import absolute_import, division, print_function\nimport logging\nimport docker\nimport tempfile\nimport requests\nfrom requests.exceptions import RequestException\nimport json\nimport pprint\nimport time\nimport re\nimport os\nimport tarfile\nimport sys\nfrom cloudpickle import CloudPickler\nimport pickle\nimport numpy as np\n\n\nfrom google.protobuf.json_format import MessageToDict\n\n\n Error: SyntaxError / EOF"}, {"role": "assistant", "content": " Fixed Code:\n\n\nfrom __future__ import absolute_import, division, print_function\nimport logging\nimport docker\nimport tempfile\nimport requests\nfrom requests.exceptions import RequestException\nimport json\nimport pprint\nimport time\nimport re\nimport os\nimport tarfile\nimport sys\nfrom cloudpickle import CloudPickler\nimport pickle\nimport numpy as np\n\n\nfrom google.protobuf.json_format import MessageToDict\n\n\n Explanation: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
0afa87a4b421519306afb64f3b1e1263669a468c
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: import random import numpy import copy class Graph: """n表示图中点的个数，m表示图中边的个数""" def __init__(self, n, m, edge_weight=1, directed=True, connected='weak', loop=False, weighted=False, trim=True): """ n 图中点的个数 m 图中边的个数 edge_weight 边的权值上限 directed 有向性 connected 连通性 loop 有环性 weighted 带权性 trim True:点编号从1开始 False:点编号从0开始 """ self.directed = directed self.weighted = we
|
Error Analysis: Error Type: MID_STRING Error: SyntaxError: unterminated string literal Detected Errors: • Code truncated in middle of expression - unexpected EOF • Unterminated string literal at line 9 • Block at line 5 has no indented body Fix: Close the string literal with matching quote
|
advanced
|
oop
|
error_detection
|
Pythoncode:Python
| 4
| 1
| 400
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nimport random\nimport numpy\nimport copy\n\nclass Graph:\n\n\t\"\"\"n\u8868\u793a\u56fe\u4e2d\u70b9\u7684\u4e2a\u6570\uff0cm\u8868\u793a\u56fe\u4e2d\u8fb9\u7684\u4e2a\u6570\"\"\"\n\tdef __init__(self, n, m, edge_weight=1, directed=True, connected='weak', loop=False, weighted=False, trim=True):\n\t\t\"\"\"\n\t\tn\t\t\t\u56fe\u4e2d\u70b9\u7684\u4e2a\u6570\n\t\tm\t\t\t\u56fe\u4e2d\u8fb9\u7684\u4e2a\u6570\n\t\tedge_weight\t\t\u8fb9\u7684\u6743\u503c\u4e0a\u9650\n\t\tdirected\t\t\u6709\u5411\u6027\n\t\tconnected\t\t\u8fde\u901a\u6027\n\t\tloop\t\t\t\u6709\u73af\u6027\n\t\tweighted\t\t\u5e26\u6743\u6027\n\t\ttrim\t\t\tTrue:\u70b9\u7f16\u53f7\u4ece1\u5f00\u59cb\tFalse:\u70b9\u7f16\u53f7\u4ece0\u5f00\u59cb\n\t\t\"\"\"\n\t\tself.directed = directed\n\t\tself.weighted = we"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: MID_STRING\n Error: SyntaxError: unterminated string literal\n\n Detected Errors:\n \u2022 Code truncated in middle of expression - unexpected EOF\n \u2022 Unterminated string literal at line 9\n \u2022 Block at line 5 has no indented body\n\n Fix: Close the string literal with matching quote"}]
| true
|
syntax
|
MID_STRING
|
CRITICAL
|
0afb2dc8c2daf11d9a82ca819aeffdafacc6c971
|
TheStack--python--000.parquet
|
Complete this Pythoncode:Python code: """This module provides a console interface to convert CSV to Google Sheets.""" from csv2googlesheets.gapi_authorization import auth_with_google from csv2googlesheets.gapi_create_sheet import create_sheet from csv2googlesheets.gapi_write_to_sheet import write_to_sheet from csv2googlesheets.parse_file import build_spreadsheet_title from csv2googlesheets.parse_file import parse_file from csv2googlesheets.parse_cli_args import parse_cli_args def main(): """Control the flow of operations to write data from csv to G Sheets.""" cli_args = parse_cli_args() values = parse_file(path=cli_args.csv) spreadsheet_title = build_spreadsheet_title(cli_args.csv) google_service = auth_with_google(path_creds=cli_args.credentials_json)
|
spreadsheet_id = create_sheet(google_service, spreadsheet_title) write_to_sheet( google_service, sheet_id=spreadsheet_id, values=values, ) if __name__ == '__main__': main()
|
intermediate
|
api
|
code_completion
|
Pythoncode:Python
| 1
| 0
| 970
| true
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\n\"\"\"This module provides a console interface to convert CSV to Google Sheets.\"\"\"\n\nfrom csv2googlesheets.gapi_authorization import auth_with_google\nfrom csv2googlesheets.gapi_create_sheet import create_sheet\nfrom csv2googlesheets.gapi_write_to_sheet import write_to_sheet\n\nfrom csv2googlesheets.parse_file import build_spreadsheet_title\nfrom csv2googlesheets.parse_file import parse_file\nfrom csv2googlesheets.parse_cli_args import parse_cli_args\n\n\ndef main():\n \"\"\"Control the flow of operations to write data from csv to G Sheets.\"\"\"\n cli_args = parse_cli_args()\n values = parse_file(path=cli_args.csv)\n spreadsheet_title = build_spreadsheet_title(cli_args.csv)\n\n google_service = auth_with_google(path_creds=cli_args.credentials_json)"}, {"role": "assistant", "content": "\n spreadsheet_id = create_sheet(google_service, spreadsheet_title)\n\n write_to_sheet(\n google_service,\n sheet_id=spreadsheet_id,\n values=values,\n )\n\n\nif __name__ == '__main__':\n main()"}]
| false
| null | null | null |
0afbde7fb6ef3a1d965ab24316c2720252ada994
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: from netforce.model import get_model from netforce import migration from netforce import database class Migration(migration.Migration): _name="account.credit_remain_cur" _version="2.5.0" def migra
|
Error Analysis: Error Type: MID_STRING Error: SyntaxError: unterminated string literal Detected Errors: • Invalid syntax at line 9: def migra Fix: Close the string literal with matching quote
|
intermediate
|
database
|
error_detection
|
Pythoncode:Python
| 1
| 1
| 210
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nfrom netforce.model import get_model\nfrom netforce import migration\nfrom netforce import database\n\nclass Migration(migration.Migration):\n _name=\"account.credit_remain_cur\"\n _version=\"2.5.0\"\n\n def migra"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: MID_STRING\n Error: SyntaxError: unterminated string literal\n\n Detected Errors:\n \u2022 Invalid syntax at line 9: def migra\n\n\n Fix: Close the string literal with matching quote"}]
| true
|
syntax
|
MID_STRING
|
CRITICAL
|
0afbe95b203d0f0c8eb9b8de7581ea6aec0cc6c2
|
TheStack--python--000.parquet
|
Debug this Pythoncode:Python code: # -*- coding: utf-8 -*- # Copyright (c) 2011 Adi Roiban. # See LICENSE for details. def _get_hostname(): """ Return hostname as resolved by default DNS resolver. """ return socket.gethostname() class TwistedTestCase(TestCase): """ Test case for Twisted specific code. Provides support for running deferred and start/stop the reactor during tests. """ # Number of second to wait for a deferred to have a result. DEFERRED_TIMEOUT = 1 # List of names for delayed calls which should not be considered as # required to wait for them when running the reactor. EXCEPTED_DELAYED_CALLS = [] EXCEPTED_READERS = [ _UnixWaker, _SocketWaker, _SIGCHLDWaker, ] # Scheduled event to stop waiting for a deferred. _reactor_timeout_call = None def setUp(self): super(TwistedTestCase, self).setUp() self._timeout_reached = False self._reactor_timeout_failure = None @property def _caller_success_member(self): """ Retrieve the 'success' member from the None test case. """ success = None for i in range(2, 6): try: success = inspect.stack()[i][0].f_locals['success'] break except KeyError: success = None if success is None: raise AssertionError('Failed to find "success" attribute.') return success def tearDown(self): try: if self._caller_success_member: # Check for a clean reactor at shutdown, only if test # passed. self.assertIsNone(self._reactor_timeout_failure) self._assertReactorIsClean() finally: self._cleanReactor() super(TwistedTestCase, self).tearDown() def _reactorQueueToString(self): """ Return a string representation of all delayed calls from reactor queue. """ result = [] for delayed in reactor.getDelayedCalls(): # noqa:cover result.append(text_type(delayed.func)) return '\n'.join(result) def _threadPoolQueue(self): """ Return current tasks of thread Pool, or [] when threadpool does not exists. This should only be called at cleanup as it removes elements from the Twisted thread queue, which will never be called. """ if not reactor.threadpool: return [] result = [] while len(reactor.threadpool._team._pending): result.append(reactor.threadpool._team._pending.pop()) return result def _threadPoolThreads(self): """ Return current threads from pool, or empty list when threadpool does not exists. """ if not reactor.threadpool: return [] else: return reactor.threadpool.threads ... [73 more functiondefs truncated] ...
|
Code analysis results: 🔴 Errors found: Code truncated in middle of expression - unexpected EOF Unterminated string literal at line 5 Invalid syntax at line 104: ... [73 more functiondefs truncated] ... ⚠️ Warnings: Unexpected indentation at line 6 Unexpected indentation at line 7 Unexpected indentation at line 8 Unexpected indentation at line 13 💡 Suggestions: Complete the expression on the last line Add closing quote at line 5 Review syntax near the error location
|
advanced
|
testing
|
debugging
|
Pythoncode:Python
| 7
| 1
| 2,998
| false
|
[{"role": "user", "content": "Debug this Pythoncode:Python code:\n# -*- coding: utf-8 -*-\n# Copyright (c) 2011 Adi Roiban.\n# See LICENSE for details.\ndef _get_hostname():\n \"\"\"\n Return hostname as resolved by default DNS resolver.\n \"\"\"\n return socket.gethostname()\n\n\nclass TwistedTestCase(TestCase):\n \"\"\"\n Test case for Twisted specific code.\n\n Provides support for running deferred and start/stop the reactor during\n tests.\n \"\"\"\n\n # Number of second to wait for a deferred to have a result.\n DEFERRED_TIMEOUT = 1\n\n # List of names for delayed calls which should not be considered as\n # required to wait for them when running the reactor.\n EXCEPTED_DELAYED_CALLS = []\n\n EXCEPTED_READERS = [\n _UnixWaker,\n _SocketWaker,\n _SIGCHLDWaker,\n ]\n\n # Scheduled event to stop waiting for a deferred.\n _reactor_timeout_call = None\n\n def setUp(self):\n super(TwistedTestCase, self).setUp()\n self._timeout_reached = False\n self._reactor_timeout_failure = None\n\n @property\n def _caller_success_member(self):\n \"\"\"\n Retrieve the 'success' member from the None test case.\n \"\"\"\n success = None\n for i in range(2, 6):\n try:\n success = inspect.stack()[i][0].f_locals['success']\n break\n except KeyError:\n success = None\n if success is None:\n raise AssertionError('Failed to find \"success\" attribute.')\n return success\n\n def tearDown(self):\n try:\n if self._caller_success_member:\n # Check for a clean reactor at shutdown, only if test\n # passed.\n self.assertIsNone(self._reactor_timeout_failure)\n self._assertReactorIsClean()\n finally:\n self._cleanReactor()\n super(TwistedTestCase, self).tearDown()\n\n def _reactorQueueToString(self):\n \"\"\"\n Return a string representation of all delayed calls from reactor\n queue.\n \"\"\"\n result = []\n for delayed in reactor.getDelayedCalls(): # noqa:cover\n result.append(text_type(delayed.func))\n return '\\n'.join(result)\n\n def _threadPoolQueue(self):\n \"\"\"\n Return current tasks of thread Pool, or [] when threadpool does not\n exists.\n\n This should only be called at cleanup as it removes elements from\n the Twisted thread queue, which will never be called.\n \"\"\"\n if not reactor.threadpool:\n return []\n\n result = []\n while len(reactor.threadpool._team._pending):\n result.append(reactor.threadpool._team._pending.pop())\n return result\n\n def _threadPoolThreads(self):\n \"\"\"\n Return current threads from pool, or empty list when threadpool does\n not exists.\n \"\"\"\n if not reactor.threadpool:\n return []\n else:\n return reactor.threadpool.threads\n\n\n ... [73 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Code analysis results:\n\n\n\ud83d\udd34 Errors found:\n Code truncated in middle of expression - unexpected EOF\n Unterminated string literal at line 5\n Invalid syntax at line 104: ... [73 more functiondefs truncated] ...\n\n\n\u26a0\ufe0f Warnings:\n Unexpected indentation at line 6\n Unexpected indentation at line 7\n Unexpected indentation at line 8\n Unexpected indentation at line 13\n\n\ud83d\udca1 Suggestions:\n Complete the expression on the last line\n Add closing quote at line 5\n Review syntax near the error location"}]
| false
| null | null | null |
0afc21eecdc60b266d8862b6f28eebf607699a5d
|
TheStack--python--000.parquet
|
Repair the syntax errors in this Pythoncode:Python code: import time class Snowflake: def __init__(self, init_serial_no=0): self.machine_id = 0 self.epoch = 0 self.serial_no = init_serial_no def generate(self): unique_id = ( ((int(time.time() * 1000) - self.epoch) & 0x1FFFFFFFFFF) << 22 | (self.machine_id & 0x3FF << 12 | (self.serial_no & 0xFFF) ) self.serial_no += 1 return unique_id
|
Syntax Analysis: Syntax Errors Found: • Unclosed '(' at line 11 - expected ')' • SyntaxError: '(' was never closed at line 11 Fixes: • Add closing ')' bracket • Review code syntax
|
intermediate
|
oop
|
syntax_repair
|
Pythoncode:Python
| 2
| 1
| 433
| true
|
[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\nimport time\n\n\nclass Snowflake:\n def __init__(self, init_serial_no=0):\n self.machine_id = 0\n self.epoch = 0\n self.serial_no = init_serial_no\n\n def generate(self):\n unique_id = (\n ((int(time.time() * 1000) - self.epoch) & 0x1FFFFFFFFFF) << 22\n | (self.machine_id & 0x3FF << 12\n | (self.serial_no & 0xFFF)\n )\n self.serial_no += 1\n return unique_id"}, {"role": "assistant", "content": " Syntax Analysis:\n\n Syntax Errors Found:\n \u2022 Unclosed '(' at line 11 - expected ')'\n \u2022 SyntaxError: '(' was never closed at line 11\n\n Fixes:\n \u2022 Add closing ')' bracket\n \u2022 Review code syntax"}]
| true
|
syntax
|
MISSING_BRACKETS
|
MEDIUM
|
0afd7a5b152406bcaea034f10b6d1b88302e3d68
|
TheStack--python--000.parquet
|
Fix this broken Pythoncode:Python code: from keras import layers # Single-layer LSTM model for next-character prediction model = keras.models.Sequential() model.add(layers.LSTM(128, input_shape=(maxlen, len(chars)))) model.add(layers.Dense(len(chars), activation='softmax')) # Model compilation configuration optimize Error: SyntaxError: unterminated string literal
|
Fixed Code: from keras import layers # Single-layer LSTM model for next-character prediction model = keras.models.Sequential() model.add(layers.LSTM(128, input_shape=(maxlen, len(chars)))) model.add(layers.Dense(len(chars), activation='softmax')) # Model compilation configuration optimizer = keras.optimizers.RMSprop(lr=0.01) model.compile(loss='categorical_crossentropy', optimizer=optimizer) # Function to sample the next character given the model’s predictions def sample(preds, temperature=1.0): Explanation: Close the string literal with matching quote
|
intermediate
|
machine_learning
|
error_fixing
|
Pythoncode:Python
| 1
| 0
| 279
| true
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\nfrom keras import layers\n\n\n# Single-layer LSTM model for next-character prediction\nmodel = keras.models.Sequential()\nmodel.add(layers.LSTM(128, input_shape=(maxlen, len(chars))))\nmodel.add(layers.Dense(len(chars), activation='softmax'))\n# Model compilation configuration\noptimize\n\n Error: SyntaxError: unterminated string literal"}, {"role": "assistant", "content": " Fixed Code:\n\n\nfrom keras import layers\n\n\n# Single-layer LSTM model for next-character prediction\nmodel = keras.models.Sequential()\nmodel.add(layers.LSTM(128, input_shape=(maxlen, len(chars))))\nmodel.add(layers.Dense(len(chars), activation='softmax'))\n# Model compilation configuration\noptimizer = keras.optimizers.RMSprop(lr=0.01)\nmodel.compile(loss='categorical_crossentropy', optimizer=optimizer)\n# Function to sample the next character given the model\u2019s predictions\n\n\ndef sample(preds, temperature=1.0):\n\n Explanation: Close the string literal with matching quote"}]
| true
|
syntax
|
MID_STRING
|
CRITICAL
|
0afe13064838542a197bda7a6f3924d3d020b310
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: import io import unittest import numpy as np class TestGraphicalLasso(unittest.TestCase):
|
Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Detected Errors: • Block at line 7 has no body - expected indented block • IndentationError at line 7 Fix: Complete the truncated code structure
|
intermediate
|
testing
|
error_detection
|
Pythoncode:Python
| 2
| 1
| 92
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nimport io\nimport unittest\n\nimport numpy as np\n\n\nclass TestGraphicalLasso(unittest.TestCase):"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: HARD_CUT\n Error: SyntaxError / EOF\n\n Detected Errors:\n \u2022 Block at line 7 has no body - expected indented block\n \u2022 IndentationError at line 7\n\n Fix: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
0afe1be38b21464d40015306f8c1387f5700680f
|
TheStack--python--000.parquet
|
Suggest refactoring for this Pythoncode:Python code: """ Example of ModECI MDF - Testing state variables """ from modeci_mdf.mdf import * import sys def main(): mod = Model(id="States") mod_graph = Graph(id="state_example") mod.graphs.append(mod_graph) ## Counter node counter_node = Node(id="counter_node") p1 = Parameter(id="increment", value=1) counter_node.parameters.append(p1) p2 = Parameter(id="count", value="count + increment") counter_node.parameters.append(p2) op1 = OutputPort(id="out_port", value=p2.id) counter_node.output_ports.append(op1) mod_graph.nodes.append(counter_node) ## Sine node... sine_node = Node(id="sine_node") sine_node.parameters.append(Parameter(id="amp", value=3)) sine_node.parameters.append(Parameter(id="period", value=0.4)) s1 = Parameter( id="level", default_initial_value=0, time_derivative="6.283185 * rate / period" ) sine_node.parameters.append(s1) s2 = Parameter( id="rate", default_initial_value=1, time_derivative="-1 * 6.283185 * level / period", ) sine_node.parameters.append(s2) op1 = OutputPort(id="out_port", value="amp * level") sine_node.output_ports.append(op1) mod_graph.nodes.append(sine_node) new_file = mod.to_json_file("%s.json" % mod.id) new_file = mod.to_yaml_file("%s.yaml" % mod.id) if "-run" in sys.argv: verbose = True # verbose = False from modeci_mdf.utils import load_mdf, print_summary from modeci_mdf.execution_engine import EvaluableGraph eg = EvaluableGraph(mod_graph, verbose) dt = 0.01 duration = 2 t = 0 recorded = {} times = [] s = [] while t <= duration: times.append(t) print("====== Evaluating at t = %s ======" % (t)) if t == 0: eg.evaluate() # replace with initialize? else: eg.evaluate(time_increment=dt) s.append(eg.enodes["sine_node"].evaluable_outputs["out_port"].curr_value) t += dt if "-nogui" not in sys.argv: import matplotlib.pyplot as plt plt.plot(times, s) plt.show() if "-graph" in sys.argv: mod.to_graph_image( engine="dot", output_format="png", view_on_render=False, level=3, filename_root="states", only_warn_on_fail=True, # Makes sure test of this doesn't fail on Windows on GitHub Actions ) return mod_graph if __name__ == "__main__": main()
|
Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
|
intermediate
|
testing
|
refactoring
|
Pythoncode:Python
| 1
| 0
| 2,610
| true
|
[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\n\"\"\"\n Example of ModECI MDF - Testing state variables\n\"\"\"\n\nfrom modeci_mdf.mdf import *\nimport sys\n\n\ndef main():\n mod = Model(id=\"States\")\n mod_graph = Graph(id=\"state_example\")\n mod.graphs.append(mod_graph)\n\n ## Counter node\n counter_node = Node(id=\"counter_node\")\n\n p1 = Parameter(id=\"increment\", value=1)\n counter_node.parameters.append(p1)\n\n p2 = Parameter(id=\"count\", value=\"count + increment\")\n counter_node.parameters.append(p2)\n\n op1 = OutputPort(id=\"out_port\", value=p2.id)\n counter_node.output_ports.append(op1)\n\n mod_graph.nodes.append(counter_node)\n\n ## Sine node...\n sine_node = Node(id=\"sine_node\")\n\n sine_node.parameters.append(Parameter(id=\"amp\", value=3))\n sine_node.parameters.append(Parameter(id=\"period\", value=0.4))\n\n s1 = Parameter(\n id=\"level\", default_initial_value=0, time_derivative=\"6.283185 * rate / period\"\n )\n sine_node.parameters.append(s1)\n\n s2 = Parameter(\n id=\"rate\",\n default_initial_value=1,\n time_derivative=\"-1 * 6.283185 * level / period\",\n )\n sine_node.parameters.append(s2)\n\n op1 = OutputPort(id=\"out_port\", value=\"amp * level\")\n sine_node.output_ports.append(op1)\n\n mod_graph.nodes.append(sine_node)\n\n new_file = mod.to_json_file(\"%s.json\" % mod.id)\n new_file = mod.to_yaml_file(\"%s.yaml\" % mod.id)\n\n if \"-run\" in sys.argv:\n verbose = True\n # verbose = False\n from modeci_mdf.utils import load_mdf, print_summary\n\n from modeci_mdf.execution_engine import EvaluableGraph\n\n eg = EvaluableGraph(mod_graph, verbose)\n dt = 0.01\n\n duration = 2\n t = 0\n recorded = {}\n times = []\n s = []\n while t <= duration:\n times.append(t)\n print(\"====== Evaluating at t = %s ======\" % (t))\n if t == 0:\n eg.evaluate() # replace with initialize?\n else:\n eg.evaluate(time_increment=dt)\n\n s.append(eg.enodes[\"sine_node\"].evaluable_outputs[\"out_port\"].curr_value)\n t += dt\n\n if \"-nogui\" not in sys.argv:\n import matplotlib.pyplot as plt\n\n plt.plot(times, s)\n plt.show()\n\n if \"-graph\" in sys.argv:\n mod.to_graph_image(\n engine=\"dot\",\n output_format=\"png\",\n view_on_render=False,\n level=3,\n filename_root=\"states\",\n only_warn_on_fail=True, # Makes sure test of this doesn't fail on Windows on GitHub Actions\n )\n\n return mod_graph\n\n\nif __name__ == \"__main__\":\n main()"}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
0afe544e807773d996329c44f23a45f84862abbe
|
TheStack--python--000.parquet
|
Repair the syntax errors in this Pythoncode:Python code: def test_connection(connection): g = Graph().traversal() t = g.V() message = RequestMessage('traversal', 'bytecode', {'gremlin': t.bytecode, 'aliases': {'g': 'gmodern'}}) results_set = connection.write(message).result() future = results_set.all() results = future.result() assert len(results) == 6 assert isinstance(results, list) assert results_set.done.done() assert 'host' in results_set.status_attributes def test_client_simple_eval(client): assert client.submit('1 + 1').all().result()[0] == 2 def test_client_simple_eval_bindings(client): assert client.submit('x + x', {'x': 2}).all().result()[0] == 4 def test_client_eval_traversal(client): assert len(client.submit('g.V()').all().result()) == 6 def test_client_error(client): try: # should fire an exception client.submit('1/0').all().result() assert False except GremlinServerError as ex: assert 'exceptions' in ex.status_attributes assert 'stackTrace' in ex.status_attributes def test_client_connection_pool_after_error(client): # Overwrite fixture with pool_size=1 client client = Client('ws://localhost:45940/gremlin', 'gmodern', pool_size=1) try: # should fire an exception client.submit('1/0').all().result() assert False except GremlinServerError as gse: # expecting the pool size to be 1 again after query returned assert gse.status_code == 597 assert client.available_pool_size == 1 def test_client_bytecode(client): g = Graph().traversal() t = g.V() message = RequestMessage('traversal', 'bytecode', {'gremlin': t.bytecode, 'aliases': {'g': 'gmodern'}}) result_set = client.submit(message) assert len(result_set.all().result()) == 6 def test_client_bytecode_options(client): # smoke test to validate serialization of OptionsStrategy. no way to really validate this from an integration # test perspective because there's no way to access the internals of the strategy via bytecode g = Graph().traversal() t = g.withStrategies(OptionsStrategy(options={"x": "test", "y": True})).V() message = RequestMessage('traversal', 'bytecode', {'gremlin': t.bytecode, 'aliases': {'g': 'gmodern'}}) result_set = client.submit(message) assert len(result_set.all().result()) == 6 ## t = g.with_("x", "test").with_("y", True).V() message = RequestMessage('traver
|
Syntax Analysis: Syntax Errors Found: • Code truncated in middle of expression - unexpected EOF • Unterminated string literal at line 60 • Unclosed '(' at line 68 - expected ')' Fixes: • Complete the expression on the last line • Add closing quote at line 60 • Add closing ')' bracket
|
advanced
|
testing
|
syntax_repair
|
Pythoncode:Python
| 8
| 0
| 2,451
| false
|
[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\ndef test_connection(connection):\n g = Graph().traversal()\n t = g.V()\n message = RequestMessage('traversal', 'bytecode', {'gremlin': t.bytecode, 'aliases': {'g': 'gmodern'}})\n results_set = connection.write(message).result()\n future = results_set.all()\n results = future.result()\n assert len(results) == 6\n assert isinstance(results, list)\n assert results_set.done.done()\n assert 'host' in results_set.status_attributes\n\n\ndef test_client_simple_eval(client):\n assert client.submit('1 + 1').all().result()[0] == 2\n\n\ndef test_client_simple_eval_bindings(client):\n assert client.submit('x + x', {'x': 2}).all().result()[0] == 4\n\n\ndef test_client_eval_traversal(client):\n assert len(client.submit('g.V()').all().result()) == 6\n\n\ndef test_client_error(client):\n try:\n # should fire an exception\n client.submit('1/0').all().result()\n assert False\n except GremlinServerError as ex:\n assert 'exceptions' in ex.status_attributes\n assert 'stackTrace' in ex.status_attributes\n\n\ndef test_client_connection_pool_after_error(client):\n # Overwrite fixture with pool_size=1 client\n client = Client('ws://localhost:45940/gremlin', 'gmodern', pool_size=1)\n\n try:\n # should fire an exception\n client.submit('1/0').all().result()\n assert False\n except GremlinServerError as gse:\n # expecting the pool size to be 1 again after query returned\n assert gse.status_code == 597\n assert client.available_pool_size == 1\n\n\ndef test_client_bytecode(client):\n g = Graph().traversal()\n t = g.V()\n message = RequestMessage('traversal', 'bytecode', {'gremlin': t.bytecode, 'aliases': {'g': 'gmodern'}})\n result_set = client.submit(message)\n assert len(result_set.all().result()) == 6\n\n\ndef test_client_bytecode_options(client):\n # smoke test to validate serialization of OptionsStrategy. no way to really validate this from an integration\n # test perspective because there's no way to access the internals of the strategy via bytecode\n g = Graph().traversal()\n t = g.withStrategies(OptionsStrategy(options={\"x\": \"test\", \"y\": True})).V()\n message = RequestMessage('traversal', 'bytecode', {'gremlin': t.bytecode, 'aliases': {'g': 'gmodern'}})\n result_set = client.submit(message)\n assert len(result_set.all().result()) == 6\n ##\n t = g.with_(\"x\", \"test\").with_(\"y\", True).V()\n message = RequestMessage('traver"}, {"role": "assistant", "content": " Syntax Analysis:\n\n Syntax Errors Found:\n \u2022 Code truncated in middle of expression - unexpected EOF\n \u2022 Unterminated string literal at line 60\n \u2022 Unclosed '(' at line 68 - expected ')'\n\n Fixes:\n \u2022 Complete the expression on the last line\n \u2022 Add closing quote at line 60\n \u2022 Add closing ')' bracket"}]
| true
|
syntax
|
MID_STRING
|
CRITICAL
|
0afefe0acef029f680c5802bbedac80261a2e2f4
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: # Tools for cross-matching catalogs import csv import sys import os import os.path import platform import shutil import subprocess import tempfile import warnings ... [7 more functiondefs truncated ...
|
Error Analysis: Error Type: MISSING_BRACKETS Error: SyntaxError: unmatched brackets Detected Errors: • Code truncated in middle of expression - unexpected EOF • Unclosed '[' at line 13 - expected ']' • Invalid syntax at line 13: ... [7 more functiondefs truncated ... Fix: Add missing ']' bracket at line 13
|
intermediate
|
database
|
error_detection
|
Pythoncode:Python
| 0
| 0
| 210
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\n# Tools for cross-matching catalogs\nimport csv\nimport sys\nimport os\nimport os.path\nimport platform\nimport shutil\nimport subprocess\nimport tempfile\nimport warnings\n\n\n ... [7 more functiondefs truncated ..."}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: MISSING_BRACKETS\n Error: SyntaxError: unmatched brackets\n\n Detected Errors:\n \u2022 Code truncated in middle of expression - unexpected EOF\n \u2022 Unclosed '[' at line 13 - expected ']'\n \u2022 Invalid syntax at line 13: ... [7 more functiondefs truncated ...\n\n\n Fix: Add missing ']' bracket at line 13"}]
| true
|
syntax
|
MISSING_BRACKETS
|
MEDIUM
|
e40074d263a071da246090065d0ad8ae39b4da28
|
TheStack--python--000.parquet
|
Review this Pythoncode:Python code: from typing import Dict, List, Tuple import gym import ray from ray.rllib.agents.a3c.a3c_torch_policy import apply_grad_clipping from ray.rllib.agents.dqn.dqn_tf_policy import ( class QLoss: ... [14 more functiondefs truncated] ...
|
Code Review: ❌ Critical issues: Code truncated in middle of expression - unexpected EOF Unclosed '(' at line 6 - expected ')' Block at line 7 has no indented body SyntaxError: '(' was never closed at line 6 ✨ Improvements: Complete the expression on the last line Add closing ')' bracket Review code syntax
|
intermediate
|
oop
|
code_review
|
Pythoncode:Python
| 0
| 1
| 240
| true
|
[{"role": "user", "content": "Review this Pythoncode:Python code:\nfrom typing import Dict, List, Tuple\n\nimport gym\nimport ray\nfrom ray.rllib.agents.a3c.a3c_torch_policy import apply_grad_clipping\nfrom ray.rllib.agents.dqn.dqn_tf_policy import (\nclass QLoss:\n\n ... [14 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Code Review:\n\n\n\u274c Critical issues:\n Code truncated in middle of expression - unexpected EOF\n Unclosed '(' at line 6 - expected ')'\n Block at line 7 has no indented body\n SyntaxError: '(' was never closed at line 6\n\n\u2728 Improvements:\n Complete the expression on the last line\n Add closing ')' bracket\n Review code syntax"}]
| false
| null | null | null |
e400f6b243c2f7da007de4b3632bc30927997f62
|
TheStack--python--000.parquet
|
Find the logical error in this Pythoncode:Python code: def minu_funktsioon(): print("See on protseduur") # Kutsume funktsiooni välja minu_funktsioon() # # Funktsioon # def liida(num1, num2): return num1 + num2 sum = liida(3, 5) print(sum) # Näide vaikeväärtuste kasutamisest # def funk(arg1 = väärtus1, arg2 = väärtus2) # pass def funk(arg1 = 0, arg2 = "Test"): print(arg1, arg2) funk() # Kutsume funktsiooni välja ilma argumente kaasa andmata # # Algarvude leidmine # def isprime(n): if n <= 1: return False for i in range(2, n): if n % i = 0: return False else: return True # Kustume funktsiooni testimiseks välja n = 5 if isprime(n): print(f"{n} ON algarv") # Kasutame f-formaatimisstringi, mis lubab muutuja otse stringi sisse panna else: print(f"{n} EI OLE algarv") def list_primes(max_num = 100): for n in range(2, max_num): if isprime(n): print(n, end = ' ', flush = True) print() list_primes() # # Muutuva arvu argumentidega funktsioonid # # Lisame lihtsalt uusi argumente def summa(num1, num2, num3): return num1 + num2 + num3 print(summa(1, 2, 3)) # Töötab print(summa(1, 2)) # Saame vea, kuna uus funktsioon nõuab 3 argumenti # Katsetame funktsiooni ülelaadimist (function overloading või method overloading) def summa(num1, num2): return num1 + num2 def summa(num1, num2, num3): return num1 + num2 + num3 print(summa(1, 2)) # Saame vea, kuna viimane def kirjutab eelmise üle print(summa(1, 2, 3)) # Katsetame vaikeväärtustega funktsioone def summa(num1, num2, num3 = 0, num4 = 0): return num1 + num2 + num3 + num4 print(summa(1, 2)) print(summa(1, 2, 3)) print(summa(1, 2, 3, 4)) #print(summa(1, 2, 3, 4, 5)) # Selle tööle saamiseks peame f-ni muutma def keskmine(num1, num2, num3 = 0, num4 = 0): sum = num1 + num2 + num3 + num4 # Sama, mis summa(num1, num2, num3, num4) argumente = 4.0 return sum / argumente print(keskmine(1, 2)) # Ilmselgelt vale tulemus (1.5 asemel 0.75) print(keskmine(1, 2, 3)) # Ka vale tulemus (2 asemel 1.5) print(keskmine(1, 2, 3, 4)) # Õige tulemus # Täiendame argumentide arvu leidmist def keskmine(num1, num2, num3 = 0, num4 = 0): sum = num1 + num2 + num3 + num4 # Sama, mis summa(num1, num2, num3, num4) argumente = 2.0 # Minimaalselt 2 if num3 > 0: argumente = argumente + 1 if num4 > 0: argumente = argumente + 1 return sum / argumente print(keskmine(1, 2)) # Õige tulemus print(keskmine(1, 2, 3)) # Õige tulemus print(keskmine(1, 2, 3, 4)) # Õige tulemus print(keskmine(1, 2, 3, 0)) # Vale tulemus! print(keskmine(1, 0, 3, 2)) # Õige tulemus!?! Kuidas see nüüd õige on - kas tulemus sõltub argumentide järjekorrast? # Kasutame teistsugust vaikeväärtust ... [10 more functiondefs truncated] ...
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Logical Error Analysis: Error Type: WRONG_OPERATOR Issue: Assignment instead of comparison Severity: CRITICAL Location: Line 33 Buggy code: if n % i = 0: Should be: if n % i == 0: Explanation: Wrong operator will cause logic error Fix: Change operator back to correct one
|
advanced
|
testing
|
logical_errors
|
Pythoncode:Python
| 11
| 0
| 2,836
| false
|
[{"role": "user", "content": "Find the logical error in this Pythoncode:Python code:\ndef minu_funktsioon():\n print(\"See on protseduur\")\n\n# Kutsume funktsiooni v\u00e4lja\nminu_funktsioon()\n\n\n#\n# Funktsioon\n#\ndef liida(num1, num2):\n return num1 + num2\n\nsum = liida(3, 5)\nprint(sum)\n\n# N\u00e4ide vaikev\u00e4\u00e4rtuste kasutamisest\n# def funk(arg1 = v\u00e4\u00e4rtus1, arg2 = v\u00e4\u00e4rtus2)\n# pass\n\ndef funk(arg1 = 0, arg2 = \"Test\"):\n print(arg1, arg2)\n\nfunk() # Kutsume funktsiooni v\u00e4lja ilma argumente kaasa andmata\n\n#\n# Algarvude leidmine\n#\ndef isprime(n):\n if n <= 1:\n return False\n for i in range(2, n):\n if n % i = 0:\n return False\n else:\n return True\n\n# Kustume funktsiooni testimiseks v\u00e4lja\nn = 5\nif isprime(n):\n print(f\"{n} ON algarv\") # Kasutame f-formaatimisstringi, mis lubab muutuja otse stringi sisse panna\nelse:\n print(f\"{n} EI OLE algarv\")\n\n\ndef list_primes(max_num = 100):\n for n in range(2, max_num):\n if isprime(n):\n print(n, end = ' ', flush = True)\n print()\n\nlist_primes()\n\n\n#\n# Muutuva arvu argumentidega funktsioonid\n#\n\n# Lisame lihtsalt uusi argumente\ndef summa(num1, num2, num3):\n return num1 + num2 + num3\n\nprint(summa(1, 2, 3)) # T\u00f6\u00f6tab\nprint(summa(1, 2)) # Saame vea, kuna uus funktsioon n\u00f5uab 3 argumenti\n\n\n# Katsetame funktsiooni \u00fclelaadimist (function overloading v\u00f5i method overloading)\ndef summa(num1, num2):\n return num1 + num2\n\ndef summa(num1, num2, num3):\n return num1 + num2 + num3\n\nprint(summa(1, 2)) # Saame vea, kuna viimane def kirjutab eelmise \u00fcle\nprint(summa(1, 2, 3))\n\n# Katsetame vaikev\u00e4\u00e4rtustega funktsioone\ndef summa(num1, num2, num3 = 0, num4 = 0):\n return num1 + num2 + num3 + num4\n\nprint(summa(1, 2)) \nprint(summa(1, 2, 3))\nprint(summa(1, 2, 3, 4))\n#print(summa(1, 2, 3, 4, 5)) # Selle t\u00f6\u00f6le saamiseks peame f-ni muutma\n\ndef keskmine(num1, num2, num3 = 0, num4 = 0):\n sum = num1 + num2 + num3 + num4 # Sama, mis summa(num1, num2, num3, num4)\n argumente = 4.0\n return sum / argumente\n\nprint(keskmine(1, 2)) # Ilmselgelt vale tulemus (1.5 asemel 0.75) \nprint(keskmine(1, 2, 3)) # Ka vale tulemus (2 asemel 1.5)\nprint(keskmine(1, 2, 3, 4)) # \u00d5ige tulemus\n\n# T\u00e4iendame argumentide arvu leidmist\ndef keskmine(num1, num2, num3 = 0, num4 = 0):\n sum = num1 + num2 + num3 + num4 # Sama, mis summa(num1, num2, num3, num4)\n argumente = 2.0 # Minimaalselt 2\n if num3 > 0:\n argumente = argumente + 1\n if num4 > 0:\n argumente = argumente + 1\n return sum / argumente\n\nprint(keskmine(1, 2)) # \u00d5ige tulemus \nprint(keskmine(1, 2, 3)) # \u00d5ige tulemus\nprint(keskmine(1, 2, 3, 4)) # \u00d5ige tulemus \nprint(keskmine(1, 2, 3, 0)) # Vale tulemus! \nprint(keskmine(1, 0, 3, 2)) # \u00d5ige tulemus!?! Kuidas see n\u00fc\u00fcd \u00f5ige on - kas tulemus s\u00f5ltub argumentide j\u00e4rjekorrast?\n\n# Kasutame teistsugust vaikev\u00e4\u00e4rtust\n\n ... [10 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Logical Error Analysis:\n\n Error Type: WRONG_OPERATOR\n Issue: Assignment instead of comparison\n Severity: CRITICAL\n\n Location: Line 33\n\n Buggy code:\n if n % i = 0:\n\n Should be:\n if n % i == 0:\n\n Explanation: Wrong operator will cause logic error\n Fix: Change operator back to correct one"}]
| true
|
logical
|
WRONG_OPERATOR
|
CRITICAL
|
e40169279b6d0abaccc4f8f3610827c98bbcceff
|
TheStack--python--000.parquet
|
Complete this incomplete Pythoncode:Python code: # -*- coding: utf-8 -*- class CMDTest(ModuleCase, SaltReturnAssertsMixin): ''' Validate the cmd state ''' def test_run_simple(self): ''' cmd.run ''' cmd = 'dir' if IS_WINDOWS else 'ls' ret = self.run_state('cmd.run', name=cmd, cwd=tempfile.gettempdir()) self.assertSaltTrueReturn(ret) def test_test_run_simple(self): ''' cmd.run test interface ''' ret = self.run_state('cmd.run', name='ls', cwd=tempfile.gettempdir(), test=True) self.assertSaltNoneReturn(ret) class CMDRunRedirectTest(ModuleCase, SaltReturnAssertsMixin): ''' Validate the cmd state of run_redirect ''' def setUp(self): self.state_name = 'run_redirect' state_filename = self.state_name + '.sls' self.state_file = os.path.join(TMP_STATE_TREE, state_filename) # Create the testfile and release the handle fd, self.test_file = tempfile.mkstemp() try: os.close(fd) except OSError as exc: if exc.errno != errno.EBADF: raise exc # Create the testfile and release the handle fd, self.test_tmp_path = tempfile.mkstemp() try: os.close(fd) except OSError as exc: if exc.errno != errno.EBADF: raise exc super(CMDRunRedirectTest, self).setUp() def tearDown(self): for path in (self.state_file, ... code continues ...
|
Completion: Missing: Code truncated abruptly - unexpected end of file To complete: • Complete the truncated code structure Example continuation: try: os.remove(path) except OSError: # Not all of the tests leave files around that we want to remove # As some of the tests create the sls files in the test itself,
|
advanced
|
testing
|
incomplete_code
|
Pythoncode:Python
| 5
| 2
| 1,495
| false
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\n# -*- coding: utf-8 -*-\nclass CMDTest(ModuleCase, SaltReturnAssertsMixin):\n '''\n Validate the cmd state\n '''\n def test_run_simple(self):\n '''\n cmd.run\n '''\n cmd = 'dir' if IS_WINDOWS else 'ls'\n ret = self.run_state('cmd.run', name=cmd, cwd=tempfile.gettempdir())\n self.assertSaltTrueReturn(ret)\n\n def test_test_run_simple(self):\n '''\n cmd.run test interface\n '''\n ret = self.run_state('cmd.run', name='ls',\n cwd=tempfile.gettempdir(), test=True)\n self.assertSaltNoneReturn(ret)\n\n\nclass CMDRunRedirectTest(ModuleCase, SaltReturnAssertsMixin):\n '''\n Validate the cmd state of run_redirect\n '''\n def setUp(self):\n self.state_name = 'run_redirect'\n state_filename = self.state_name + '.sls'\n self.state_file = os.path.join(TMP_STATE_TREE, state_filename)\n\n # Create the testfile and release the handle\n fd, self.test_file = tempfile.mkstemp()\n try:\n os.close(fd)\n except OSError as exc:\n if exc.errno != errno.EBADF:\n raise exc\n\n # Create the testfile and release the handle\n fd, self.test_tmp_path = tempfile.mkstemp()\n try:\n os.close(fd)\n except OSError as exc:\n if exc.errno != errno.EBADF:\n raise exc\n\n super(CMDRunRedirectTest, self).setUp()\n\n def tearDown(self):\n for path in (self.state_file,\n\n ... code continues ..."}, {"role": "assistant", "content": " Completion:\n\n Missing: Code truncated abruptly - unexpected end of file\n\n To complete:\n \u2022 Complete the truncated code structure\n\n Example continuation:\n try:\n os.remove(path)\n except OSError:\n # Not all of the tests leave files around that we want to remove\n # As some of the tests create the sls files in the test itself,"}]
| true
|
syntax
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HARD_CUT
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CRITICAL
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e401cec76e2495c504bab2f84a98dc13530872c1
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TheStack--python--000.parquet
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Suggest refactoring for this Pythoncode:Python code: #!/usr/bin/env python # -*- coding: utf-8 -*- # Copyright 1999-2018 Alibaba Group Holding Ltd. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, software # distributed under the License is distributed on an "AS IS" BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. import numpy as np try: import tiledb except ImportError: # pragma: no cover tiledb = None from ...lib.sparse import SparseNDArray from ...lib.sparse.core import sps from ..expressions import datastore from .utils import get_tiledb_ctx def _store_tiledb(ctx, chunk): tiledb_ctx = get_tiledb_ctx(chunk.op.tiledb_config) uri = chunk.op.tiledb_uri key = chunk.op.tiledb_key timestamp = chunk.op.tiledb_timestamp axis_offsets = chunk.op.axis_offsets if not chunk.issparse(): # dense to_store = np.ascontiguousarray(ctx[chunk.op.input.key]) slcs = [] for axis in range(chunk.ndim): axis_offset = axis_offsets[axis] axis_length = chunk.op.input.shape[axis] slcs.append(slice(axis_offset, axis_offset + axis_length)) with tiledb.DenseArray(tiledb_ctx, uri, mode='w', key=key, timestamp=timestamp) as arr: arr[tuple(slcs)] = to_store ctx[chunk.key] = np.empty((0,) * chunk.ndim, dtype=chunk.dtype) else: # sparse to_store = ctx[chunk.op.input.key].spmatrix.tocoo() if to_store.nnz > 0: with tiledb.SparseArray(tiledb_ctx, uri, mode='w', key=key, timestamp=timestamp) as arr: if chunk.ndim == 1: vec = to_store.col if to_store.shape[0] == 1 else to_store.row vec += axis_offsets[0] arr[vec] = to_store.data else: i, j = to_store.row + axis_offsets[0], to_store.col + axis_offsets[1] arr[i, j] = to_store.data ctx[chunk.key] = SparseNDArray(sps.csr_matrix((0, 0), dtype=chunk.dtype), shape=chunk.shape) def register_data_store_handler(): from ...executor import register register(datastore.TensorTileDBDataStore, _store_tiledb)
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Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
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intermediate
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api
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refactoring
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Pythoncode:Python
| 2
| 0
| 2,591
| true
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[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\n#!/usr/bin/env python\n# -*- coding: utf-8 -*-\n# Copyright 1999-2018 Alibaba Group Holding Ltd.\n#\n# Licensed under the Apache License, Version 2.0 (the \"License\");\n# you may not use this file except in compliance with the License.\n# You may obtain a copy of the License at\n#\n# http://www.apache.org/licenses/LICENSE-2.0\n#\n# Unless required by applicable law or agreed to in writing, software\n# distributed under the License is distributed on an \"AS IS\" BASIS,\n# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.\n# See the License for the specific language governing permissions and\n# limitations under the License.\n\nimport numpy as np\ntry:\n import tiledb\nexcept ImportError: # pragma: no cover\n tiledb = None\n\nfrom ...lib.sparse import SparseNDArray\nfrom ...lib.sparse.core import sps\nfrom ..expressions import datastore\nfrom .utils import get_tiledb_ctx\n\n\ndef _store_tiledb(ctx, chunk):\n tiledb_ctx = get_tiledb_ctx(chunk.op.tiledb_config)\n uri = chunk.op.tiledb_uri\n key = chunk.op.tiledb_key\n timestamp = chunk.op.tiledb_timestamp\n axis_offsets = chunk.op.axis_offsets\n\n if not chunk.issparse():\n # dense\n to_store = np.ascontiguousarray(ctx[chunk.op.input.key])\n slcs = []\n for axis in range(chunk.ndim):\n axis_offset = axis_offsets[axis]\n axis_length = chunk.op.input.shape[axis]\n slcs.append(slice(axis_offset, axis_offset + axis_length))\n with tiledb.DenseArray(tiledb_ctx, uri, mode='w',\n key=key, timestamp=timestamp) as arr:\n arr[tuple(slcs)] = to_store\n ctx[chunk.key] = np.empty((0,) * chunk.ndim, dtype=chunk.dtype)\n else:\n # sparse\n to_store = ctx[chunk.op.input.key].spmatrix.tocoo()\n if to_store.nnz > 0:\n with tiledb.SparseArray(tiledb_ctx, uri, mode='w',\n key=key, timestamp=timestamp) as arr:\n if chunk.ndim == 1:\n vec = to_store.col if to_store.shape[0] == 1 else to_store.row\n vec += axis_offsets[0]\n arr[vec] = to_store.data\n else:\n i, j = to_store.row + axis_offsets[0], to_store.col + axis_offsets[1]\n arr[i, j] = to_store.data\n ctx[chunk.key] = SparseNDArray(sps.csr_matrix((0, 0), dtype=chunk.dtype),\n shape=chunk.shape)\n\n\ndef register_data_store_handler():\n from ...executor import register\n\n register(datastore.TensorTileDBDataStore, _store_tiledb)"}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
e402affb74681aeffbd7073f07e5537c7f847fc0
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TheStack--python--000.parquet
|
Repair the syntax errors in this Pythoncode:Python code: import torch import torch.nn as nn import torch.nn.functional as F from fastgc.model.penet import PeGradNet from fastgc.layers.linear import Linear from fastgc.activation import activation class MLP(PeGradNet): def __init__(self, input_size, hidden_sizes, output_size, act_func='sigmoid', train_alg='batch'): """ Parameters: ------------------ - input_size: integer, the number of features in the input - hidden_sizes: a list of integers, a list object containing number of units for hidden layers - output_size: an integer, the length of output vector - act_func: string, name of activation function to use for each hidden layer - train_alg: string, allowed values are {'batch', 'reweight', 'naive'} """ super(MLP, self).__init__() self.input_size = input_siz layer_sizes = [input_size] + hidden_sizes self.linears = nn.ModuleList([Linear(in_size, out_size, bias=True) for in_size, out_size in zip(layer_sizes[:-1], layer_sizes[1:])]) self.output_layer = Linear(hidden_sizes[-1], output_size, bias=True) self.act = activation[act_func] self.train_alg=train_alg # list of layers in the network self.layers = [layer for layer in self.linears] self.layers.append(self.output_layer) def forward(self, x): x = x.view(-1, self.input_size) out = x for layer in self.linears: out = self.act(layer(out)) logits = self.output_layer(out) return logits
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Syntax Analysis: Syntax Errors Found: • Unterminated string literal at line 12 • IndentationError at line 24 Fixes: • Add closing quote at line 12 • Fix indentation to match Python syntax rules
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advanced
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ui
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syntax_repair
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Pythoncode:Python
| 2
| 1
| 1,680
| true
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[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\nimport torch\nimport torch.nn as nn\nimport torch.nn.functional as F\nfrom fastgc.model.penet import PeGradNet\nfrom fastgc.layers.linear import Linear\nfrom fastgc.activation import activation\n\n\nclass MLP(PeGradNet):\n def __init__(self, input_size, hidden_sizes, output_size, act_func='sigmoid',\n train_alg='batch'):\n \"\"\"\n Parameters:\n ------------------\n - input_size: integer, the number of features in the input\n - hidden_sizes: a list of integers, a list object containing number of units for hidden layers\n - output_size: an integer, the length of output vector \n - act_func: string, name of activation function to use for each hidden layer \n - train_alg: string, allowed values are {'batch', 'reweight', 'naive'}\n \"\"\"\n super(MLP, self).__init__()\n\nself.input_size = input_siz\n layer_sizes = [input_size] + hidden_sizes\n self.linears = nn.ModuleList([Linear(in_size, out_size, bias=True)\n for in_size, out_size in zip(layer_sizes[:-1],\n layer_sizes[1:])])\n\n self.output_layer = Linear(hidden_sizes[-1], output_size, bias=True)\n self.act = activation[act_func]\n self.train_alg=train_alg\n\n # list of layers in the network\n self.layers = [layer for layer in self.linears]\n self.layers.append(self.output_layer)\n\n def forward(self, x):\n x = x.view(-1, self.input_size)\n out = x\n\n for layer in self.linears:\n out = self.act(layer(out))\n\n logits = self.output_layer(out)\n\n return logits"}, {"role": "assistant", "content": " Syntax Analysis:\n\n Syntax Errors Found:\n \u2022 Unterminated string literal at line 12\n \u2022 IndentationError at line 24\n\n Fixes:\n \u2022 Add closing quote at line 12\n \u2022 Fix indentation to match Python syntax rules"}]
| true
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syntax
|
BROKEN_INDENTATION
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MEDIUM
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e4041f8f3f0e170375ff7b152259c16fb293ef71
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TheStack--python--000.parquet
|
Fix this broken Pythoncode:Python code: def product(n, f): """Return the product of the first n terms in a sequence. n -- a positive integer f -- a function that takes one argument to produce the term >>> product(3, identity) # 1 * 2 * 3 6 >>> product(5, identity) # 1 * 2 * 3 * 4 * 5 120 >>> product(3, square) # 1^2 * 2^2 * 3^2 36 >>> product(5, square) # 1^2 * 2^2 * 3^2 * 4^2 * 5^2 14400 >>> product(3, increment) # (1+1) * (2+1) * (3+1) 24 >>> product(3, triple) # 1*3 * 2*3 * 3*3 162 """ "*** YOUR CODE HERE ***" result,k = 1,1 while k <= n: result,k = f(k)*result, k + 1 return result def accumulate(combiner, base, n, f): """Return the result of combining the first n terms in a sequence and base. The terms to be combined are f(1), f(2), ..., f(n). combiner is a two-argument commutative, associative function. >>> accumulate(add, 0, 5, identity) # 0 + 1 + 2 + 3 + 4 + 5 15 >>> accumulate(add, 11, 5, identity) # 11 + 1 + 2 + 3 + 4 Error: SyntaxError / EOF
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Fixed Code: def product(n, f): """Return the product of the first n terms in a sequence. n -- a positive integer f -- a function that takes one argument to produce the term >>> product(3, identity) # 1 * 2 * 3 6 >>> product(5, identity) # 1 * 2 * 3 * 4 * 5 120 >>> product(3, square) # 1^2 * 2^2 * 3^2 36 >>> product(5, square) # 1^2 * 2^2 * 3^2 * 4^2 * 5^2 14400 >>> product(3, increment) # (1+1) * (2+1) * (3+1) 24 >>> product(3, triple) # 1*3 * 2*3 * 3*3 162 """ "*** YOUR CODE HERE ***" result,k = 1,1 Explanation: Complete the truncated code structure
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advanced
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general
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error_fixing
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Pythoncode:Python
| 6
| 0
| 1,029
| false
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\ndef product(n, f):\n \"\"\"Return the product of the first n terms in a sequence.\n n -- a positive integer\n f -- a function that takes one argument to produce the term\n\n >>> product(3, identity) # 1 * 2 * 3\n 6\n >>> product(5, identity) # 1 * 2 * 3 * 4 * 5\n 120\n >>> product(3, square) # 1^2 * 2^2 * 3^2\n 36\n >>> product(5, square) # 1^2 * 2^2 * 3^2 * 4^2 * 5^2\n 14400\n >>> product(3, increment) # (1+1) * (2+1) * (3+1)\n 24\n >>> product(3, triple) # 1*3 * 2*3 * 3*3\n 162\n \"\"\"\n \"*** YOUR CODE HERE ***\"\n result,k = 1,1\n while k <= n:\n result,k = f(k)*result, k + 1\n return result\n\ndef accumulate(combiner, base, n, f):\n \"\"\"Return the result of combining the first n terms in a sequence and base.\n The terms to be combined are f(1), f(2), ..., f(n). combiner is a\n two-argument commutative, associative function.\n\n >>> accumulate(add, 0, 5, identity) # 0 + 1 + 2 + 3 + 4 + 5\n 15\n >>> accumulate(add, 11, 5, identity) # 11 + 1 + 2 + 3 + 4 \n\n Error: SyntaxError / EOF"}, {"role": "assistant", "content": " Fixed Code:\n\n\ndef product(n, f):\n \"\"\"Return the product of the first n terms in a sequence.\n n -- a positive integer\n f -- a function that takes one argument to produce the term\n\n >>> product(3, identity) # 1 * 2 * 3\n 6\n >>> product(5, identity) # 1 * 2 * 3 * 4 * 5\n 120\n >>> product(3, square) # 1^2 * 2^2 * 3^2\n 36\n >>> product(5, square) # 1^2 * 2^2 * 3^2 * 4^2 * 5^2\n 14400\n >>> product(3, increment) # (1+1) * (2+1) * (3+1)\n 24\n >>> product(3, triple) # 1*3 * 2*3 * 3*3\n 162\n \"\"\"\n \"*** YOUR CODE HERE ***\"\n result,k = 1,1\n\n Explanation: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
e40722bed82cf8f0cac95ef9146f043dd3dc25ca
|
TheStack--python--000.parquet
|
Review this Pythoncode:Python code: # Copyright 2018 Amazon.com, Inc. or its affiliates. All Rights Reserved. # # Licensed under the Apache License, Version 2.0 (the "License"). You # may not use this file except in compliance with the License. A copy of # the License is located at # # http://aws.amazon.com/apache2.0/ # # or in the "license" file accompanying this file. This file is # distributed on an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF # ANY KIND, either express or implied. See the License for the specific # language governing permissions and limitations under the License. class TamperingMethod: """Base class for all tampering methods.""" @classmethod def from_tampering_spec(cls, spec): """Load from a tampering specification""" if spec is None: return TamperingMethod() if spec == "truncate": return TruncateTamperingMethod() if spec == "mutate": return MutateTamperingMethod() if spec == "half-sign": return HalfSigningTamperingMethod() ((tampering_tag, tampering_values_spec),) = spec.items() if tampering_tag == "change-edk-provider-info": return ChangeEDKProviderInfoTamperingMethod.from_values_spec(tampering_values_spec) raise ValueError("Unrecognized tampering method tag: " + tampering_tag) # pylint: disable=R0201 def run_scenario_with_tampering(self, ciphertext_writer, generation_scenario, plaintext_uri): """ Run a given scenario, tampering with the input or the result. return: a list of (ciphertext, result) pairs """ materials_manager = DefaultCryptoMaterialsManager( generation_scenario.encryption_scenario.master_key_provider_fn() ) ciphertext_to_decrypt = generation_scenario.encryption_scenario.run(materials_manager) if generation_scenario.result: expected_result = generation_scenario.result else: expected_result = MessageDecryptionTestResult.expect_output( plaintext_uri=plaintext_uri, plaintext=generation_scenario.encryption_scenario.plaintext ) return [ generation_scenario.decryption_test_scenario_pair(ciphertext_writer, ciphertext_to_decrypt, expected_result) ] class ChangeEDKProviderInfoTamperingMethod(TamperingMethod): """Tampering method that changes the provider info on all EDKs.""" new_provider_infos = attr.ib(validator=iterable_validator(list, six.string_types)) def __init__(self, new_provider_infos): """Create a new instance for a given new provider info value.""" self.new_provider_infos = new_provider_infos @classmethod def from_values_spec(cls, values_spec): """Load from a tampering parameters specification""" return ChangeEDKProviderInfoTamperingMethod(values_spec) # pylint: disable=R0201 ... [26 more functiondefs truncated] ...
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Code Review: ❌ Critical issues: Code truncated in middle of expression - unexpected EOF Unterminated string literal at line 34 Invalid syntax at line 70: ... [26 more functiondefs truncated] ... ⚠️ Code quality: Unexpected indentation at line 17 Unexpected indentation at line 19 Unexpected indentation at line 21 Unexpected indentation at line 23 Unexpected indentation at line 25 Unexpected indentation at line 27 Unexpected indentation at line 28 Unexpected indentation at line 30 Unexpected indentation at line 33 Unexpected indentation at line 35 Unexpected indentation at line 38 Unexpected indentation at line 39 Unexpected indentation at line 40 Unexpected indentation at line 41 Unexpected indentation at line 42 Unexpected indentation at line 43 Unexpected indentation at line 45 Unexpected indentation at line 47 Unexpected indentation at line 48 Unexpected indentation at line 49 Unexpected indentation at line 50 Unexpected indentation at line 51 Unexpected indentation at line 61 Unexpected indentation at line 64 Unexpected indentation at line 66 ✨ Improvements: Complete the expression on the last line Add closing quote at line 34 Review syntax near the error location
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advanced
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testing
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code_review
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Pythoncode:Python
| 4
| 2
| 2,951
| false
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[{"role": "user", "content": "Review this Pythoncode:Python code:\n# Copyright 2018 Amazon.com, Inc. or its affiliates. All Rights Reserved.\n#\n# Licensed under the Apache License, Version 2.0 (the \"License\"). You\n# may not use this file except in compliance with the License. A copy of\n# the License is located at\n#\n# http://aws.amazon.com/apache2.0/\n#\n# or in the \"license\" file accompanying this file. This file is\n# distributed on an \"AS IS\" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF\n# ANY KIND, either express or implied. See the License for the specific\n# language governing permissions and limitations under the License.\nclass TamperingMethod:\n \"\"\"Base class for all tampering methods.\"\"\"\n\n @classmethod\n def from_tampering_spec(cls, spec):\n \"\"\"Load from a tampering specification\"\"\"\n if spec is None:\n return TamperingMethod()\n if spec == \"truncate\":\n return TruncateTamperingMethod()\n if spec == \"mutate\":\n return MutateTamperingMethod()\n if spec == \"half-sign\":\n return HalfSigningTamperingMethod()\n ((tampering_tag, tampering_values_spec),) = spec.items()\n if tampering_tag == \"change-edk-provider-info\":\n return ChangeEDKProviderInfoTamperingMethod.from_values_spec(tampering_values_spec)\n raise ValueError(\"Unrecognized tampering method tag: \" + tampering_tag)\n\n # pylint: disable=R0201\n def run_scenario_with_tampering(self, ciphertext_writer, generation_scenario, plaintext_uri):\n \"\"\"\n Run a given scenario, tampering with the input or the result.\n\n return: a list of (ciphertext, result) pairs\n \"\"\"\n materials_manager = DefaultCryptoMaterialsManager(\n generation_scenario.encryption_scenario.master_key_provider_fn()\n )\n ciphertext_to_decrypt = generation_scenario.encryption_scenario.run(materials_manager)\n if generation_scenario.result:\n expected_result = generation_scenario.result\n else:\n expected_result = MessageDecryptionTestResult.expect_output(\n plaintext_uri=plaintext_uri, plaintext=generation_scenario.encryption_scenario.plaintext\n )\n return [\n generation_scenario.decryption_test_scenario_pair(ciphertext_writer, ciphertext_to_decrypt, expected_result)\n ]\n\n\nclass ChangeEDKProviderInfoTamperingMethod(TamperingMethod):\n \"\"\"Tampering method that changes the provider info on all EDKs.\"\"\"\n\n new_provider_infos = attr.ib(validator=iterable_validator(list, six.string_types))\n\n def __init__(self, new_provider_infos):\n \"\"\"Create a new instance for a given new provider info value.\"\"\"\n self.new_provider_infos = new_provider_infos\n\n @classmethod\n def from_values_spec(cls, values_spec):\n \"\"\"Load from a tampering parameters specification\"\"\"\n return ChangeEDKProviderInfoTamperingMethod(values_spec)\n\n # pylint: disable=R0201\n\n ... [26 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Code Review:\n\n\n\u274c Critical issues:\n Code truncated in middle of expression - unexpected EOF\n Unterminated string literal at line 34\n Invalid syntax at line 70: ... [26 more functiondefs truncated] ...\n\n\n\u26a0\ufe0f Code quality:\n Unexpected indentation at line 17\n Unexpected indentation at line 19\n Unexpected indentation at line 21\n Unexpected indentation at line 23\n Unexpected indentation at line 25\n Unexpected indentation at line 27\n Unexpected indentation at line 28\n Unexpected indentation at line 30\n Unexpected indentation at line 33\n Unexpected indentation at line 35\n Unexpected indentation at line 38\n Unexpected indentation at line 39\n Unexpected indentation at line 40\n Unexpected indentation at line 41\n Unexpected indentation at line 42\n Unexpected indentation at line 43\n Unexpected indentation at line 45\n Unexpected indentation at line 47\n Unexpected indentation at line 48\n Unexpected indentation at line 49\n Unexpected indentation at line 50\n Unexpected indentation at line 51\n Unexpected indentation at line 61\n Unexpected indentation at line 64\n Unexpected indentation at line 66\n\n\u2728 Improvements:\n Complete the expression on the last line\n Add closing quote at line 34\n Review syntax near the error location"}]
| false
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e407a1b65cd96d68a622c0a025047b036e6148f4
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TheStack--python--000.parquet
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Fill in the in this Pythoncode:Python code: from acceptance.harness.acceptance_test import WatchdogAcceptanceTest class TestStartStopFeature(WatchdogAcceptanceTest): def test_willStartObserverWhenWatchdogStarted(self): self.create_and_start_watchdog() self.assertTrue(self.fs_observer.running) # Complete this line def test_willStopObserverWhenWatchdogStopped(self): self.create_and_start_watchdog() self.watchdog.stop() self.assertFalse(self.fs_observer.running) def test_willJoinObserverThreadWhenWatchdogStopped(self): self.create_and_start_watchdog() self.watchdog.stop() self.assertTrue(self.fs_observer.joined)
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The missing line is:
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advanced
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testing
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fill_in_the_blank
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Pythoncode:Python
| 3
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| 638
| true
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[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\nfrom acceptance.harness.acceptance_test import WatchdogAcceptanceTest\n\n\nclass TestStartStopFeature(WatchdogAcceptanceTest):\n\n def test_willStartObserverWhenWatchdogStarted(self):\n self.create_and_start_watchdog()\n\n self.assertTrue(self.fs_observer.running)\n # Complete this line\n def test_willStopObserverWhenWatchdogStopped(self):\n self.create_and_start_watchdog()\n\n self.watchdog.stop()\n\n self.assertFalse(self.fs_observer.running)\n\n def test_willJoinObserverThreadWhenWatchdogStopped(self):\n self.create_and_start_watchdog()\n\n self.watchdog.stop()\n\n self.assertTrue(self.fs_observer.joined)"}, {"role": "assistant", "content": "The missing line is:"}]
| false
| null | null | null |
e409ad0c94dc67812d4ce4eb1f3a9b3b256b6a43
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TheStack--python--000.parquet
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Fill in the in this Pythoncode:Python code: import torch import torchtestcase from neural_spline_flows.nde.transforms import base class TransformTest(torchtestcase.TorchTestCase): """Base test for all transforms.""" def assert_tensor_is_good(self, tensor, shape=None): self.assertIsInstance(tensor, torch.Tensor) self.assertFalse(torch.isnan(tensor).any()) self.assertFalse(torch.isinf(tensor).any()) if shape is not None: # Complete this line def assert_forward_inverse_are_consistent(self, transform, inputs): inverse = base.InverseTransform(transform) identity = base.CompositeTransform([inverse, transform]) outputs, logabsdet = identity(inputs) self.assert_tensor_is_good(outputs, shape=inputs.shape) self.assert_tensor_is_good(logabsdet, shape=inputs.shape[:1]) self.assertEqual(outputs, inputs) self.assertEqual(logabsdet, torch.zeros(inputs.shape[:1])) def assertNotEqual(self, first, second, msg=None): if ((self._eps and (first - second).abs().max().item() < self._eps) or (not self._eps and torch.equal(first, second))): self._fail_with_message(msg, "The tensors are _not_ different!")
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The missing line is: self.assertEqual(tensor.shape, torch.Size(shape))
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advanced
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testing
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fill_in_the_blank
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Pythoncode:Python
| 3
| 1
| 1,243
| true
|
[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\nimport torch\nimport torchtestcase\n\nfrom neural_spline_flows.nde.transforms import base\n\n\nclass TransformTest(torchtestcase.TorchTestCase):\n \"\"\"Base test for all transforms.\"\"\"\n\n def assert_tensor_is_good(self, tensor, shape=None):\n self.assertIsInstance(tensor, torch.Tensor)\n self.assertFalse(torch.isnan(tensor).any())\n self.assertFalse(torch.isinf(tensor).any())\n if shape is not None:\n # Complete this line\n\n def assert_forward_inverse_are_consistent(self, transform, inputs):\n inverse = base.InverseTransform(transform)\n identity = base.CompositeTransform([inverse, transform])\n outputs, logabsdet = identity(inputs)\n\n self.assert_tensor_is_good(outputs, shape=inputs.shape)\n self.assert_tensor_is_good(logabsdet, shape=inputs.shape[:1])\n self.assertEqual(outputs, inputs)\n self.assertEqual(logabsdet, torch.zeros(inputs.shape[:1]))\n\n def assertNotEqual(self, first, second, msg=None):\n if ((self._eps and (first - second).abs().max().item() < self._eps) or\n (not self._eps and torch.equal(first, second))):\n self._fail_with_message(msg, \"The tensors are _not_ different!\")"}, {"role": "assistant", "content": "The missing line is:\n self.assertEqual(tensor.shape, torch.Size(shape))"}]
| false
| null | null | null |
e409e1ff47556f0c395cedaf6538d4e9082df50c
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: """ https://portswigger.net/web-security/file-path-traversal/lab-validate-file-extension-null-byte-bypass """ import sys import requests site = sys.argv[1] if 'https://' in site:
|
Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Detected Errors: • Unterminated string literal at line 1 • Block at line 9 has no body - expected indented block • IndentationError at line 9 Fix: Complete the truncated code structure
|
intermediate
|
api
|
error_detection
|
Pythoncode:Python
| 0
| 0
| 180
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\n\"\"\"\nhttps://portswigger.net/web-security/file-path-traversal/lab-validate-file-extension-null-byte-bypass\n\"\"\"\n\nimport sys\nimport requests\n\nsite = sys.argv[1]\nif 'https://' in site:"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: HARD_CUT\n Error: SyntaxError / EOF\n\n Detected Errors:\n \u2022 Unterminated string literal at line 1\n \u2022 Block at line 9 has no body - expected indented block\n \u2022 IndentationError at line 9\n\n Fix: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
e40c283a7830ae526fea47bfe3f1719fdb809be3
|
TheStack--python--000.parquet
|
Review this Pythoncode:Python code: #!/usr/bin/python3.6 # -*- coding: utf-8 -*- # @Time : 2020/9/3 上午11:03 # @Author : Joselynzhao # @Email : zhaojing17@forxmail.com # @File : atmpro1_vsm2.py # @Software: PyCharm # @Desc : #!/usr/bin/python3.6 # -*- coding: utf-8 -*- # @Time : 2020/9/1 下午7:07 # @Author : Joselynzhao # @Email : zhaojing17@forxmail.com # @File : atmpro1_vsm.py # @Software: PyCharm # @Desc : #!/usr/bin/python3.6 # -*- coding: utf-8 -*- # @Time : 2020/8/26 下午8:26 # @Author : Joselynzhao # @Email : zhaojing17@forxmail.com # @File : atmpro1.py # @Software: PyCharm # @Desc : from my_reid.eug import * from my_reid import datasets from my_reid import models import numpy as np import torch import argparse import os import warnings def resume(savepath): import re pattern = re.compile(r'step_(\d+)\.ckpt') start_step = -1 ckpt_file = "" # find start step files = os.listdir(savepath) files.sort() for filename in files: try: iter_ = int(pattern.search(filename).groups()[0]) print(iter_) if iter_ > start_step: start_step = iter_ ckpt_file = osp.join(savepath, filename) except: continue # if need resume if start_step >= 0: print("continued from iter step", start_step) else: print("resume failed", start_step, files) return start_step, ckpt_file ... [1 more functiondefs truncated] ...
|
Code Review: ❌ Critical issues: Code truncated in middle of expression - unexpected EOF Block at line 8 has no indented body Block at line 17 has no indented body Block at line 26 has no indented body Invalid syntax at line 67: ... [1 more functiondefs truncated] ... ⚠️ Code quality: Unexpected indentation at line 41 Unexpected indentation at line 42 Unexpected indentation at line 43 Unexpected indentation at line 46 Unexpected indentation at line 47 Unexpected indentation at line 48 Unexpected indentation at line 51 Unexpected indentation at line 52 Unexpected indentation at line 54 Unexpected indentation at line 55 Unexpected indentation at line 59 Unexpected indentation at line 61 Unexpected indentation at line 63 ✨ Improvements: Complete the expression on the last line Review syntax near the error location
|
intermediate
|
machine_learning
|
code_review
|
Pythoncode:Python
| 1
| 0
| 1,482
| true
|
[{"role": "user", "content": "Review this Pythoncode:Python code:\n#!/usr/bin/python3.6\n# -*- coding: utf-8 -*-\n# @Time : 2020/9/3 \u4e0a\u534811:03\n# @Author : Joselynzhao\n# @Email : zhaojing17@forxmail.com\n# @File : atmpro1_vsm2.py\n# @Software: PyCharm\n# @Desc :\n\n#!/usr/bin/python3.6\n# -*- coding: utf-8 -*-\n# @Time : 2020/9/1 \u4e0b\u53487:07\n# @Author : Joselynzhao\n# @Email : zhaojing17@forxmail.com\n# @File : atmpro1_vsm.py\n# @Software: PyCharm\n# @Desc :\n\n#!/usr/bin/python3.6\n# -*- coding: utf-8 -*-\n# @Time : 2020/8/26 \u4e0b\u53488:26\n# @Author : Joselynzhao\n# @Email : zhaojing17@forxmail.com\n# @File : atmpro1.py\n# @Software: PyCharm\n# @Desc :\n\n\nfrom my_reid.eug import *\nfrom my_reid import datasets\nfrom my_reid import models\nimport numpy as np\nimport torch\nimport argparse\nimport os\n\nimport warnings\n\ndef resume(savepath):\n import re\n pattern = re.compile(r'step_(\\d+)\\.ckpt')\n start_step = -1\n ckpt_file = \"\"\n\n # find start step\n files = os.listdir(savepath)\n files.sort()\n for filename in files:\n try:\n iter_ = int(pattern.search(filename).groups()[0])\n print(iter_)\n if iter_ > start_step:\n start_step = iter_\n ckpt_file = osp.join(savepath, filename)\n except:\n continue\n\n # if need resume\n if start_step >= 0:\n print(\"continued from iter step\", start_step)\n else:\n print(\"resume failed\", start_step, files)\n return start_step, ckpt_file\n\n\n\n ... [1 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Code Review:\n\n\n\u274c Critical issues:\n Code truncated in middle of expression - unexpected EOF\n Block at line 8 has no indented body\n Block at line 17 has no indented body\n Block at line 26 has no indented body\n Invalid syntax at line 67: ... [1 more functiondefs truncated] ...\n\n\n\u26a0\ufe0f Code quality:\n Unexpected indentation at line 41\n Unexpected indentation at line 42\n Unexpected indentation at line 43\n Unexpected indentation at line 46\n Unexpected indentation at line 47\n Unexpected indentation at line 48\n Unexpected indentation at line 51\n Unexpected indentation at line 52\n Unexpected indentation at line 54\n Unexpected indentation at line 55\n Unexpected indentation at line 59\n Unexpected indentation at line 61\n Unexpected indentation at line 63\n\n\u2728 Improvements:\n Complete the expression on the last line\n Review syntax near the error location"}]
| false
| null | null | null |
e40ca767179088e9b2626907b90dc14b9802c60c
|
TheStack--python--000.parquet
|
Explain this Pythoncode:Python code: # Copyright (C) 2019 by eHealth Africa : http://www.eHealthAfrica.org # # See the NOTICE file distributed with this work for additional information # regarding copyright ownership. # # Licensed under the Apache License, Version 2.0 (the 'License'); # you may not use this file except in compliance with # the License. You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, # software distributed under the License is distributed on an # "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY # KIND, either express or implied. See the License for the # specific language governing permissions and limitations # under the License. import json import pytest import requests import responses from time import sleep from elasticsearch.exceptions import NotFoundError from aet.logger import get_logger from app import index_handler from . import * # noqa # fixtures def test__handle_http(): responses.add( responses.GET, 'http://bad-url', json={'error': 'not found'}, status=404 ) res = requests.get('http://bad-url') with pytest.raises(requests.exceptions.HTTPError): index_handler.handle_http(res) @pytest.mark.unit def test__get_es_index_from_autoconfig(SubscriptionDefinition, ComplexSchema): es_options = SubscriptionDefinition.get('es_options') tenant = 'dev' name = 'a-topic' alias = es_options.get('alias_name') index = index_handler.get_es_index_from_subscription( es_options, name, tenant, ComplexSchema ) LOG.debug(json.dumps(index, indent=2)) assert(first('$.name', index) == f'{tenant}.{name}') geo_name = es_options['geo_point_name'] assert(first( f'$.body.mappings._doc.properties.{geo_name}', index) is not None) @pytest.mark.unit def test__get_index_for_topic(SubscriptionDefinition, ComplexSchema): name = 'Person' es_options = SubscriptionDefinition.get('es_options') geo_name = es_options.get('geo_point_name') auto_ts = es_options.get('auto_timestamp') index = index_handler.get_index_for_topic(name, geo_name, auto_ts, ComplexSchema) index = index.get('mappings', None) assert(len(index) == 1) assert(first('$._doc', index) is not None) assert(first(f'$._doc.properties.{geo_name}.type', index) == 'geo_point') assert(first(f'$._doc._meta.aet_auto_ts', index) == auto_ts) @pytest.mark.unit ... [7 more functiondefs truncated] ...
|
Functions: test__handle_http, test__get_es_index_from_autoconfig, test__get_index_for_topic This code demonstrates Pythoncode:Python programming.
|
intermediate
|
testing
|
code_explanation
|
Pythoncode:Python
| 3
| 0
| 2,521
| true
|
[{"role": "user", "content": "Explain this Pythoncode:Python code:\n# Copyright (C) 2019 by eHealth Africa : http://www.eHealthAfrica.org\n#\n# See the NOTICE file distributed with this work for additional information\n# regarding copyright ownership.\n#\n# Licensed under the Apache License, Version 2.0 (the 'License');\n# you may not use this file except in compliance with\n# the License. You may obtain a copy of the License at\n#\n# http://www.apache.org/licenses/LICENSE-2.0\n#\n# Unless required by applicable law or agreed to in writing,\n# software distributed under the License is distributed on an\n# \"AS IS\" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY\n# KIND, either express or implied. See the License for the\n# specific language governing permissions and limitations\n# under the License.\n\nimport json\nimport pytest\nimport requests\nimport responses\nfrom time import sleep\n\nfrom elasticsearch.exceptions import NotFoundError\n\nfrom aet.logger import get_logger\n\n\nfrom app import index_handler\n\nfrom . import * # noqa # fixtures\n\n\ndef test__handle_http():\n responses.add(\n responses.GET,\n 'http://bad-url',\n json={'error': 'not found'},\n status=404\n )\n res = requests.get('http://bad-url')\n with pytest.raises(requests.exceptions.HTTPError):\n index_handler.handle_http(res)\n\n\n@pytest.mark.unit\ndef test__get_es_index_from_autoconfig(SubscriptionDefinition, ComplexSchema):\n es_options = SubscriptionDefinition.get('es_options')\n tenant = 'dev'\n name = 'a-topic'\n alias = es_options.get('alias_name')\n index = index_handler.get_es_index_from_subscription(\n es_options, name, tenant, ComplexSchema\n )\n LOG.debug(json.dumps(index, indent=2))\n assert(first('$.name', index) == f'{tenant}.{name}')\n geo_name = es_options['geo_point_name']\n assert(first(\n f'$.body.mappings._doc.properties.{geo_name}', index) is not None)\n\n\n@pytest.mark.unit\ndef test__get_index_for_topic(SubscriptionDefinition, ComplexSchema):\n name = 'Person'\n es_options = SubscriptionDefinition.get('es_options')\n geo_name = es_options.get('geo_point_name')\n auto_ts = es_options.get('auto_timestamp')\n index = index_handler.get_index_for_topic(name, geo_name, auto_ts, ComplexSchema)\n index = index.get('mappings', None)\n assert(len(index) == 1)\n assert(first('$._doc', index) is not None)\n assert(first(f'$._doc.properties.{geo_name}.type', index) == 'geo_point')\n assert(first(f'$._doc._meta.aet_auto_ts', index) == auto_ts)\n\n\n@pytest.mark.unit\n\n ... [7 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Functions: test__handle_http, test__get_es_index_from_autoconfig, test__get_index_for_topic\n This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
7c0e42d68dd892a292e20be61de2cca89811eb9b
|
TheStack--python--000.parquet
|
Complete this incomplete Pythoncode:Python code: #!/usr/bin/env python # coding: utf-8 # In[ ]: ... code continues ...
|
Completion: Missing: Code truncated abruptly - unexpected end of file To complete: • Complete the truncated code structure Example continuation: #List and function # In[6]:
|
beginner
|
general
|
incomplete_code
|
Pythoncode:Python
| 0
| 0
| 48
| false
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\n#!/usr/bin/env python\n# coding: utf-8\n\n# In[ ]:\n\n\n ... code continues ..."}, {"role": "assistant", "content": " Completion:\n\n Missing: Code truncated abruptly - unexpected end of file\n\n To complete:\n \u2022 Complete the truncated code structure\n\n Example continuation:\n\n#List and function \n\n\n# In[6]:"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
7c0efca532f7042e0db58c5e7fb4f25f0274261b
|
TheStack--python--000.parquet
|
Review this Pythoncode:Python code: def pickingNumbers(a): # Write your code here max = 0 for i in a: c = a.count(i) d = a.count(i-1) e = c+d if e>max: max = e return max
|
Code Review: ⚠️ Code quality: Unexpected indentation at line 3 Unexpected indentation at line 4 Unexpected indentation at line 6 Unexpected indentation at line 7 Unexpected indentation at line 8 Unexpected indentation at line 10
|
beginner
|
general
|
code_review
|
Pythoncode:Python
| 1
| 0
| 195
| false
|
[{"role": "user", "content": "Review this Pythoncode:Python code:\ndef pickingNumbers(a):\n # Write your code here\n max = 0\n for i in a:\n c = a.count(i)\n d = a.count(i-1)\n e = c+d\n if e>max:\n max = e\n return max"}, {"role": "assistant", "content": " Code Review:\n\n\n\u26a0\ufe0f Code quality:\n Unexpected indentation at line 3\n Unexpected indentation at line 4\n Unexpected indentation at line 6\n Unexpected indentation at line 7\n Unexpected indentation at line 8\n Unexpected indentation at line 10"}]
| false
| null | null | null |
7c0f552f843493e2753dc5c4baf8ccf2206f5f32
|
TheStack--python--000.parquet
|
Debug this Pythoncode:Python code: from datetime import date from six import BytesIO, binary_type, u from six.moves.urllib.parse import parse_qsl, urlencode from unittest2 import TestCase import mock from authorizesauce.apis.transaction import PROD_URL, TEST_URL, TransactionAPI from authorizesauce.data import Address, CreditCard from authorizesauce.exceptions import AuthorizeConnectionError, \ class MockResponse(BytesIO): class Headers(dict): def getparam(self, *args, **kwargs): """Python 2 version""" return None def get_content_charset(self, failobj=None, *args, **kwargs): """Python 3 version""" return failobj def __init__(self, *args, **kwargs): BytesIO.__init__(self, *args, **kwargs) self.headers = self.Headers() SUCCESS = MockResponse( b'1;1;1;This transaction has been approved.;IKRAGJ;Y;2171062816;;;20.00;CC' b';auth_only;;Jeffrey;Schenck;;45 Rose Ave;Venice;CA;90291;USA;;;;;;;;;;;;' b';;;;;375DD9293D7605E20DF0B437EE2A7B92;P;2;;;;;;;;;;;XXXX1111;Visa;;;;;;;' b';;;;;;;;;;Y') PARSED_SUCCESS = { 'cvv_response': 'P', 'authorization_code': 'IKRAGJ', 'response_code': '1', 'amount': '20.00', 'transaction_type': 'auth_only', 'avs_response': 'Y', 'response_reason_code': '1', 'response_reason_text': 'This transaction has been approved.', 'transaction_id': '2171062816', } ERROR = MockResponse( b'2;1;2;This transaction has been declined.;000000;N;2171062816;;;20.00;CC' b';auth_only;;Jeffrey;Schenck;;45 Rose Ave;Venice;CA;90291;USA;;;;;;;;;;;;' b';;;;;375DD9293D7605E20DF0B437EE2A7B92;N;1;;;;;;;;;;;XXXX1111;Visa;;;;;;;' b';;;;;;;;;;Y') PARSED_ERROR = { 'cvv_response': 'N', 'authorization_code': '000000', 'response_code': '2', 'amount': '20.00', 'transaction_type': 'auth_only', 'avs_response': 'N', 'response_reason_code': '2', 'response_reason_text': 'This transaction has been declined.', 'transaction_id': '2171062816', } def _unicode_str(s): if isinstance(s, binary_type): return s.decode('unicode_escape') return s def _are_params_eq(params1, params2): _params1, _params2 = map(_unicode_str, (params1, params2)) return frozenset(parse_qsl(_params1)) == frozenset(parse_qsl(_params2)) class TransactionAPITests(TestCase): def setUp(self): self.api = TransactionAPI('123', '456') self.success = lambda *args, **kwargs: SUCCESS.seek(0) or SUCCESS self.error = lambda *args, **kwargs: ERROR.seek(0) or ERROR self.year = date.today().year + 10 self.credit_card = CreditCard('4111111111111111', self.year, 1, '911') self.address = Address('45 Rose Ave', 'Venice', 'CA', '90291') ... [11 more functiondefs truncated] ...
|
Code analysis results: 🔴 Errors found: Code truncated in middle of expression - unexpected EOF Invalid syntax at line 12: from authorizesauce.exceptions import AuthorizeConnectionError, \ class MockResponse(BytesIO): ⚠️ Warnings: Unexpected indentation at line 16 Unexpected indentation at line 20 Unexpected indentation at line 24 Unexpected indentation at line 27 💡 Suggestions: Complete the expression on the last line Review syntax near the error location
|
advanced
|
testing
|
debugging
|
Pythoncode:Python
| 6
| 3
| 2,791
| true
|
[{"role": "user", "content": "Debug this Pythoncode:Python code:\nfrom datetime import date\n\nfrom six import BytesIO, binary_type, u\nfrom six.moves.urllib.parse import parse_qsl, urlencode\n\nfrom unittest2 import TestCase\nimport mock\n\nfrom authorizesauce.apis.transaction import PROD_URL, TEST_URL, TransactionAPI\nfrom authorizesauce.data import Address, CreditCard\nfrom authorizesauce.exceptions import AuthorizeConnectionError, \\\nclass MockResponse(BytesIO):\n class Headers(dict):\n def getparam(self, *args, **kwargs):\n \"\"\"Python 2 version\"\"\"\n return None\n\n def get_content_charset(self, failobj=None, *args, **kwargs):\n \"\"\"Python 3 version\"\"\"\n return failobj\n\n def __init__(self, *args, **kwargs):\n BytesIO.__init__(self, *args, **kwargs)\n self.headers = self.Headers()\n\nSUCCESS = MockResponse(\n b'1;1;1;This transaction has been approved.;IKRAGJ;Y;2171062816;;;20.00;CC'\n b';auth_only;;Jeffrey;Schenck;;45 Rose Ave;Venice;CA;90291;USA;;;;;;;;;;;;'\n b';;;;;375DD9293D7605E20DF0B437EE2A7B92;P;2;;;;;;;;;;;XXXX1111;Visa;;;;;;;'\n b';;;;;;;;;;Y')\nPARSED_SUCCESS = {\n 'cvv_response': 'P',\n 'authorization_code': 'IKRAGJ',\n 'response_code': '1',\n 'amount': '20.00',\n 'transaction_type': 'auth_only',\n 'avs_response': 'Y',\n 'response_reason_code': '1',\n 'response_reason_text': 'This transaction has been approved.',\n 'transaction_id': '2171062816',\n}\nERROR = MockResponse(\n b'2;1;2;This transaction has been declined.;000000;N;2171062816;;;20.00;CC'\n b';auth_only;;Jeffrey;Schenck;;45 Rose Ave;Venice;CA;90291;USA;;;;;;;;;;;;'\n b';;;;;375DD9293D7605E20DF0B437EE2A7B92;N;1;;;;;;;;;;;XXXX1111;Visa;;;;;;;'\n b';;;;;;;;;;Y')\nPARSED_ERROR = {\n 'cvv_response': 'N',\n 'authorization_code': '000000',\n 'response_code': '2',\n 'amount': '20.00',\n 'transaction_type': 'auth_only',\n 'avs_response': 'N',\n 'response_reason_code': '2',\n 'response_reason_text': 'This transaction has been declined.',\n 'transaction_id': '2171062816',\n}\n\n\ndef _unicode_str(s):\n if isinstance(s, binary_type):\n return s.decode('unicode_escape')\n return s\n\n\ndef _are_params_eq(params1, params2):\n _params1, _params2 = map(_unicode_str, (params1, params2))\n return frozenset(parse_qsl(_params1)) == frozenset(parse_qsl(_params2))\n\n\nclass TransactionAPITests(TestCase):\n def setUp(self):\n self.api = TransactionAPI('123', '456')\n self.success = lambda *args, **kwargs: SUCCESS.seek(0) or SUCCESS\n self.error = lambda *args, **kwargs: ERROR.seek(0) or ERROR\n self.year = date.today().year + 10\n self.credit_card = CreditCard('4111111111111111', self.year, 1, '911')\n self.address = Address('45 Rose Ave', 'Venice', 'CA', '90291')\n\n\n ... [11 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Code analysis results:\n\n\n\ud83d\udd34 Errors found:\n Code truncated in middle of expression - unexpected EOF\n Invalid syntax at line 12: from authorizesauce.exceptions import AuthorizeConnectionError, \\\nclass MockResponse(BytesIO):\n\n\n\u26a0\ufe0f Warnings:\n Unexpected indentation at line 16\n Unexpected indentation at line 20\n Unexpected indentation at line 24\n Unexpected indentation at line 27\n\n\ud83d\udca1 Suggestions:\n Complete the expression on the last line\n Review syntax near the error location"}]
| false
| null | null | null |
7c0f8b607ed4a4992f5429c04c93d80a3e6a70fc
|
TheStack--python--000.parquet
|
Complete this Pythoncode:Python code: expected_output = { "vrf": { "VRF1": { "address_family": { "ipv6": { "instance": { "rip ripng": { "redistribute": { "static": {"route_policy": "static-to-rip"}, "connected": {}, }, "interfaces": { "GigabitEthernet3.200": {},
|
"GigabitEthernet2.200": {}, }, } } } } } } }
|
intermediate
|
general
|
code_completion
|
Pythoncode:Python
| 0
| 0
| 678
| false
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\nexpected_output = {\n \"vrf\": {\n \"VRF1\": {\n \"address_family\": {\n \"ipv6\": {\n \"instance\": {\n \"rip ripng\": {\n \"redistribute\": {\n \"static\": {\"route_policy\": \"static-to-rip\"},\n \"connected\": {},\n },\n \"interfaces\": {\n \"GigabitEthernet3.200\": {},"}, {"role": "assistant", "content": "\n \"GigabitEthernet2.200\": {},\n },\n }\n }\n }\n }\n }\n }\n}"}]
| false
| null | null | null |
7c10a8d2f209ef6de0439f6adc19d3fc6d877d41
|
TheStack--python--000.parquet
|
Debug this Pythoncode:Python code: import csv import io import json import pandas as pd import sys from dateutil import tz from datetime import datetime, date, time, timedelta # Japan Standard Time (UTC + 09:00) JST = tz.gettz('Asia/Tokyo') JST_current_time = datetime.now(tz=JST).strftime('%Y/%m/%d %H:%M') patients_list = [] patients_summary_dic = {} # 引数を取得 異常系処理はしてないので注意 args = sys.argv with open('data/patients.csv', 'r', encoding="utf-8") as csvfile: reader = csv.DictReader(csvfile) for row in reader: patients_list.append(row) patients_summary_dic.setdefault(row['date'], 0) patients_summary_dic[row['date']] += 1 # 日付のリストを生成 strdt = datetime.strptime("2020-01-26", '%Y-%m-%d') # 開始日 enddt = datetime.strptime(args[1], '%Y-%m-%d') # 終了日 # 日付差の日数を算出（リストに最終日も含めたいので、＋１しています） days_num = (enddt - strdt).days + 1 datelist = [] for i in range(days_num): datelist.append(strdt + timedelta(days = i)) patients_summary_list = [] # 日付の新しい順に辿って小計が 0 でない日から開始する foundZero = True for date in reversed(datelist): if (not (date.strftime('%Y-%m-%d') in patients_summary_dic)) and foundZero: continue else: foundZero = False patients_summary_dic.setdefault(date.strftime('%Y-%m-%d'), 0) patients_summary_list.append({ "日付": date.strftime('%Y-%m-%d'), "小計": patients_summary_dic[date.strftime('%Y-%m-%d')] }) patients_summary_list = patients_summary_list[::-1] # 日付の昇順に並び替え # main_summary_history.csvをPandasのDataframeに変換 main_summary_history_df = pd.read_csv('data/main_summary_history.csv', keep_default_na=False) # 検査件数の読み込み inspections_summary_list = [] with open('data/inspections_summary.csv', 'r', encoding="utf-8") as csvfile: reader = csv.DictReader(csvfile) for row in reader: inspections_summary_list.append({ "日付": datetime.strptime(row['検査日'], '%Y/%m/%d').strftime('%Y-%m-%d'), "小計": int(row['検査件数（件）']), "合算": row['合算'] }) data = { "lastUpdate": JST_current_time, "patients": { "date": JST_current_time, "data": patients_list }, "patients_summary" : { "date": JST_current_time, "data": patients_summary_list }, "inspections_summary" : { "date": JST_current_time, "data": inspections_summary_list }, "main_summary_history": { "date": JST_current_time, "data": json.loads(main_summary_history_df.to_json(orient='records', force_ascii=False)) } } sys.stdout = io.TextIOWrapper(sys.stdout.buffer, encoding='utf-8') print(json.dumps(data, indent=4, ensure_ascii=False))
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Code analysis results: ⚠️ Warnings: Unexpected indentation at line 22 Unexpected indentation at line 24 Unexpected indentation at line 25 Unexpected indentation at line 45 💡 Suggestions: Remove debug print() at line 91 before production
|
intermediate
|
machine_learning
|
debugging
|
Pythoncode:Python
| 0
| 0
| 2,621
| true
|
[{"role": "user", "content": "Debug this Pythoncode:Python code:\nimport csv\nimport io\nimport json\nimport pandas as pd\nimport sys\nfrom dateutil import tz\nfrom datetime import datetime, date, time, timedelta\n\n# Japan Standard Time (UTC + 09:00)\nJST = tz.gettz('Asia/Tokyo')\nJST_current_time = datetime.now(tz=JST).strftime('%Y/%m/%d %H:%M')\n\n\npatients_list = []\npatients_summary_dic = {}\n\n# \u5f15\u6570\u3092\u53d6\u5f97 \u7570\u5e38\u7cfb\u51e6\u7406\u306f\u3057\u3066\u306a\u3044\u306e\u3067\u6ce8\u610f\nargs = sys.argv\n\nwith open('data/patients.csv', 'r', encoding=\"utf-8\") as csvfile:\n reader = csv.DictReader(csvfile)\n for row in reader:\n patients_list.append(row)\n patients_summary_dic.setdefault(row['date'], 0)\n patients_summary_dic[row['date']] += 1\n\n# \u65e5\u4ed8\u306e\u30ea\u30b9\u30c8\u3092\u751f\u6210\nstrdt = datetime.strptime(\"2020-01-26\", '%Y-%m-%d') # \u958b\u59cb\u65e5\nenddt = datetime.strptime(args[1], '%Y-%m-%d') # \u7d42\u4e86\u65e5\n\n# \u65e5\u4ed8\u5dee\u306e\u65e5\u6570\u3092\u7b97\u51fa\uff08\u30ea\u30b9\u30c8\u306b\u6700\u7d42\u65e5\u3082\u542b\u3081\u305f\u3044\u306e\u3067\u3001\uff0b\uff11\u3057\u3066\u3044\u307e\u3059\uff09\ndays_num = (enddt - strdt).days + 1\n\ndatelist = []\nfor i in range(days_num):\n datelist.append(strdt + timedelta(days = i))\n\npatients_summary_list = []\n\n# \u65e5\u4ed8\u306e\u65b0\u3057\u3044\u9806\u306b\u8fbf\u3063\u3066\u5c0f\u8a08\u304c 0 \u3067\u306a\u3044\u65e5\u304b\u3089\u958b\u59cb\u3059\u308b\nfoundZero = True\nfor date in reversed(datelist):\n if (not (date.strftime('%Y-%m-%d') in patients_summary_dic)) and foundZero:\n continue\n else:\n foundZero = False\n patients_summary_dic.setdefault(date.strftime('%Y-%m-%d'), 0)\n patients_summary_list.append({\n \"\u65e5\u4ed8\": date.strftime('%Y-%m-%d'),\n \"\u5c0f\u8a08\": patients_summary_dic[date.strftime('%Y-%m-%d')]\n })\n\npatients_summary_list = patients_summary_list[::-1] # \u65e5\u4ed8\u306e\u6607\u9806\u306b\u4e26\u3073\u66ff\u3048\n\n\n# main_summary_history.csv\u3092Pandas\u306eDataframe\u306b\u5909\u63db\nmain_summary_history_df = pd.read_csv('data/main_summary_history.csv', keep_default_na=False)\n\n# \u691c\u67fb\u4ef6\u6570\u306e\u8aad\u307f\u8fbc\u307f\ninspections_summary_list = []\nwith open('data/inspections_summary.csv', 'r', encoding=\"utf-8\") as csvfile:\n reader = csv.DictReader(csvfile)\n for row in reader:\n inspections_summary_list.append({\n \"\u65e5\u4ed8\": datetime.strptime(row['\u691c\u67fb\u65e5'], '%Y/%m/%d').strftime('%Y-%m-%d'),\n \"\u5c0f\u8a08\": int(row['\u691c\u67fb\u4ef6\u6570\uff08\u4ef6\uff09']),\n \"\u5408\u7b97\": row['\u5408\u7b97']\n })\n\ndata = {\n \"lastUpdate\": JST_current_time,\n \"patients\": {\n \"date\": JST_current_time,\n \"data\": patients_list\n },\n \"patients_summary\" : {\n \"date\": JST_current_time,\n \"data\": patients_summary_list\n },\n \"inspections_summary\" : {\n \"date\": JST_current_time,\n \"data\": inspections_summary_list\n },\n \"main_summary_history\": {\n \"date\": JST_current_time,\n \"data\": json.loads(main_summary_history_df.to_json(orient='records', force_ascii=False))\n }\n}\n\nsys.stdout = io.TextIOWrapper(sys.stdout.buffer, encoding='utf-8')\nprint(json.dumps(data, indent=4, ensure_ascii=False))"}, {"role": "assistant", "content": " Code analysis results:\n\n\n\u26a0\ufe0f Warnings:\n Unexpected indentation at line 22\n Unexpected indentation at line 24\n Unexpected indentation at line 25\n Unexpected indentation at line 45\n\n\ud83d\udca1 Suggestions:\n Remove debug print() at line 91 before production"}]
| false
| null | null | null |
7c11512944aa360a8ca2b2179d573b01222bea5e
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TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: import torch from ....data.utils.boxes import centroids2corners, iou ... [2 more functiondefs truncated ...
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Error Analysis: Error Type: MISSING_BRACKETS Error: SyntaxError: unmatched brackets Detected Errors: • Code truncated in middle of expression - unexpected EOF • Unclosed '[' at line 6 - expected ']' • Invalid syntax at line 6: ... [2 more functiondefs truncated ... Fix: Add missing ']' bracket at line 6
|
beginner
|
data_processing
|
error_detection
|
Pythoncode:Python
| 0
| 0
| 117
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nimport torch\n\nfrom ....data.utils.boxes import centroids2corners, iou\n\n\n ... [2 more functiondefs truncated ..."}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: MISSING_BRACKETS\n Error: SyntaxError: unmatched brackets\n\n Detected Errors:\n \u2022 Code truncated in middle of expression - unexpected EOF\n \u2022 Unclosed '[' at line 6 - expected ']'\n \u2022 Invalid syntax at line 6: ... [2 more functiondefs truncated ...\n\n\n Fix: Add missing ']' bracket at line 6"}]
| true
|
syntax
|
MISSING_BRACKETS
|
MEDIUM
|
7c1199fad1c1f92e7be3b25334e3b5e42a47fbe5
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: """ Flatpath, go forward forever. http://codeincomplete.com/posts/javascript-racer/ http://www.extentofthejam.com/pseudo/ http://pixel.garoux.net/screen/game_list Usage: * UP/DOWN/LEFT/RIGHT * SPACE : hide/show road map * TAB : replay this road * RETURN : go to a new road TODO: * hill road * more road sprites * sound """ import math import random import time from starfish import pygm from starfish import consts from starfish import sptdraw from starfish import utils IMG_POS_BACKGROUND = {
|
Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Detected Errors: • Code truncated in middle of expression - unexpected EOF • Unterminated string literal at line 1 • Unclosed '{' at line 31 - expected '}' Fix: Complete the truncated code structure
|
intermediate
|
api
|
error_detection
|
Pythoncode:Python
| 0
| 0
| 501
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\n\"\"\"\nFlatpath, go forward forever.\n\nhttp://codeincomplete.com/posts/javascript-racer/\nhttp://www.extentofthejam.com/pseudo/\nhttp://pixel.garoux.net/screen/game_list\n\nUsage:\n* UP/DOWN/LEFT/RIGHT\n* SPACE : hide/show road map\n* TAB : replay this road\n* RETURN : go to a new road\n\nTODO:\n* hill road\n* more road sprites\n* sound\n\n\"\"\"\n\nimport math\nimport random\nimport time\n\nfrom starfish import pygm\nfrom starfish import consts\nfrom starfish import sptdraw\nfrom starfish import utils\n\n\nIMG_POS_BACKGROUND = {"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: HARD_CUT\n Error: SyntaxError / EOF\n\n Detected Errors:\n \u2022 Code truncated in middle of expression - unexpected EOF\n \u2022 Unterminated string literal at line 1\n \u2022 Unclosed '{' at line 31 - expected '}'\n\n Fix: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
7c120c632a3695672ca8dce5ff251b3540195c6e
|
TheStack--python--000.parquet
|
Explain this Pythoncode:Python code: #!/usr/bin/env python
|
This code demonstrates Pythoncode:Python programming.
|
beginner
|
general
|
code_explanation
|
Pythoncode:Python
| 0
| 0
| 22
| false
|
[{"role": "user", "content": "Explain this Pythoncode:Python code:\n#!/usr/bin/env python"}, {"role": "assistant", "content": " This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
7c12ff613b7b049edec918f0aa7806f03a342762
|
TheStack--python--000.parquet
|
Explain this Pythoncode:Python code: ... [13 more functiondefs truncated] ...
|
This code demonstrates Pythoncode:Python programming.
|
beginner
|
general
|
code_explanation
|
Pythoncode:Python
| 0
| 0
| 48
| false
|
[{"role": "user", "content": "Explain this Pythoncode:Python code:\n\n ... [13 more functiondefs truncated] ..."}, {"role": "assistant", "content": " This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
7c138f84c229bf0a17e877706fc36f489907d8bf
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: # Copyright The PyTorch Lightning team. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, software # distributed under the License is distributed on an "AS IS" BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. import os import pickle from argparse import Namespace import cloudpickle import pytest import torch from fsspec.implementations.local import LocalFileSystem from omegaconf import OmegaConf, Container from torch.nn import functional as F from torch.utils.data import DataLoader from pytorch_lightning import Trainer, LightningModule from pytorch_lightning.core.saving import save_hparams_to_yaml, load_hparams_from_yaml from pytorch_lightning.utilities import AttributeDict, is_picklable from tests.base import EvalModelTemplate, TrialMNIST, BoringModel class SaveHparamsModel(EvalModelTemplate): """ Tests that a model can take an object """ def __init__(self, hparams): super().__init__() self.save_hyperparameters(hparams) class AssignHparamsModel(EvalModelTemplate): """ Tests that a model can take an object with explicit setter """ def __init__(self, hparams): super().__init__() self.hparams = hparams # ------------------------- # STANDARD TESTS # ------------------------- def _run_standard_hparams_test(tmpdir, model, cls, try_overwrite=False):
|
Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Detected Errors: • Block at line 49 has no body - expected indented block • IndentationError at line 49 Fix: Complete the truncated code structure
|
advanced
|
testing
|
error_detection
|
Pythoncode:Python
| 3
| 2
| 1,696
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\n# Copyright The PyTorch Lightning team.\n#\n# Licensed under the Apache License, Version 2.0 (the \"License\");\n# you may not use this file except in compliance with the License.\n# You may obtain a copy of the License at\n#\n# http://www.apache.org/licenses/LICENSE-2.0\n#\n# Unless required by applicable law or agreed to in writing, software\n# distributed under the License is distributed on an \"AS IS\" BASIS,\n# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.\n# See the License for the specific language governing permissions and\n# limitations under the License.\nimport os\nimport pickle\nfrom argparse import Namespace\n\nimport cloudpickle\nimport pytest\nimport torch\nfrom fsspec.implementations.local import LocalFileSystem\nfrom omegaconf import OmegaConf, Container\nfrom torch.nn import functional as F\nfrom torch.utils.data import DataLoader\n\nfrom pytorch_lightning import Trainer, LightningModule\nfrom pytorch_lightning.core.saving import save_hparams_to_yaml, load_hparams_from_yaml\nfrom pytorch_lightning.utilities import AttributeDict, is_picklable\nfrom tests.base import EvalModelTemplate, TrialMNIST, BoringModel\n\n\nclass SaveHparamsModel(EvalModelTemplate):\n \"\"\" Tests that a model can take an object \"\"\"\n def __init__(self, hparams):\n super().__init__()\n self.save_hyperparameters(hparams)\n\n\nclass AssignHparamsModel(EvalModelTemplate):\n \"\"\" Tests that a model can take an object with explicit setter \"\"\"\n def __init__(self, hparams):\n super().__init__()\n self.hparams = hparams\n\n\n# -------------------------\n# STANDARD TESTS\n# -------------------------\ndef _run_standard_hparams_test(tmpdir, model, cls, try_overwrite=False):"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: HARD_CUT\n Error: SyntaxError / EOF\n\n Detected Errors:\n \u2022 Block at line 49 has no body - expected indented block\n \u2022 IndentationError at line 49\n\n Fix: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
7c147e3dd10a5e110c033ad9ba1df174aabe3c39
|
TheStack--python--000.parquet
|
Complete this Pythoncode:Python code: # Copyright 2019 Google LLC # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # https://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, software # distributed under the License is distributed on an "AS IS" BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. def make_periodic_general_test_system(N, dim, dtype, box_format): assert box_format in BOX_FORMATS box_size = quantity.box_size_at_number_density(N, 1.0, dim) box = dtype(box_size) if box_format == 'vector': box = jnp.array(jnp.ones(dim) * box_size, dtype) elif box_format == 'matrix': box = jnp.array(jnp.eye(dim) * box_size, dtype) d, s = space.periodic(jnp.diag(box) if box_format == 'matrix' else box) d_gf, s_gf = space.periodic_general(box) d_g, s_g = space.periodic_general(box, fractional_coordinates=False) key = random.PRNGKey(0) R_f = random.uniform(key, (N, dim), dtype=dtype) R = space.transform(box, R_f) E = jit(energy.soft_sphere_pair(d)) E_gf = jit(energy.soft_sphere_pair(d_gf)) E_g = jit(energy.soft_sphere_pair(d_g)) return R_f, R, box, (s, E), (s_gf, E_gf), (s_g, E_g) # pylint: disable=invalid-name class SpaceTest(jtu.JaxTestCase):
|
# pylint: disable=g-complex-comprehension @parameterized.named_parameters(jtu.cases_from_list( { 'testcase_name': '_dim={}_dtype={}'.format(dim, dtype.__name__), 'spatial_dimension': dim, 'dtype': dtype } for dim in SPATIAL_DIMENSION for dtype in POSITION_DTYPE)) def test_transform(self, spatial_dimension, dtype): key = random.PRNGKey(0) for _ in range(STOCHASTIC_SAMPLES): key, split1, split2 = random.split(key, 3) R = random.normal( split1, (PARTICLE_COUNT, spatial_dimension), dtype=dtype) T = random.normal( split2, (spatial_dimension, spatial_dimension), dtype=dtype) R_prime_exact = jnp.array(jnp.einsum('ij,kj->ki', T, R), dtype=dtype) R_prime = space.transform(T, R) self.assertAllClose(R_prime_exact, R_prime) @parameterized.named_parameters(jtu.cases_from_list( { 'testcase_name': '_dim={}'.format(dim), 'spatial_dimension': dim } for dim in SPATIAL_DIMENSION)) ... [18 more functiondefs truncated] ...
|
advanced
|
testing
|
code_completion
|
Pythoncode:Python
| 2
| 1
| 2,548
| false
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\n# Copyright 2019 Google LLC\n#\n# Licensed under the Apache License, Version 2.0 (the \"License\");\n# you may not use this file except in compliance with the License.\n# You may obtain a copy of the License at\n#\n# https://www.apache.org/licenses/LICENSE-2.0\n#\n# Unless required by applicable law or agreed to in writing, software\n# distributed under the License is distributed on an \"AS IS\" BASIS,\n# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.\n# See the License for the specific language governing permissions and\n# limitations under the License.\n\ndef make_periodic_general_test_system(N, dim, dtype, box_format):\n assert box_format in BOX_FORMATS\n\n box_size = quantity.box_size_at_number_density(N, 1.0, dim)\n box = dtype(box_size)\n if box_format == 'vector':\n box = jnp.array(jnp.ones(dim) * box_size, dtype)\n elif box_format == 'matrix':\n box = jnp.array(jnp.eye(dim) * box_size, dtype)\n\n d, s = space.periodic(jnp.diag(box) if box_format == 'matrix' else box)\n d_gf, s_gf = space.periodic_general(box)\n d_g, s_g = space.periodic_general(box, fractional_coordinates=False)\n\n key = random.PRNGKey(0)\n\n R_f = random.uniform(key, (N, dim), dtype=dtype)\n R = space.transform(box, R_f)\n\n E = jit(energy.soft_sphere_pair(d))\n E_gf = jit(energy.soft_sphere_pair(d_gf))\n E_g = jit(energy.soft_sphere_pair(d_g))\n\n return R_f, R, box, (s, E), (s_gf, E_gf), (s_g, E_g)\n\n\n# pylint: disable=invalid-name\nclass SpaceTest(jtu.JaxTestCase):"}, {"role": "assistant", "content": "\n # pylint: disable=g-complex-comprehension\n @parameterized.named_parameters(jtu.cases_from_list(\n {\n 'testcase_name': '_dim={}_dtype={}'.format(dim, dtype.__name__),\n 'spatial_dimension': dim,\n 'dtype': dtype\n } for dim in SPATIAL_DIMENSION for dtype in POSITION_DTYPE))\n def test_transform(self, spatial_dimension, dtype):\n key = random.PRNGKey(0)\n\n for _ in range(STOCHASTIC_SAMPLES):\n key, split1, split2 = random.split(key, 3)\n\n R = random.normal(\n split1, (PARTICLE_COUNT, spatial_dimension), dtype=dtype)\n T = random.normal(\n split2, (spatial_dimension, spatial_dimension), dtype=dtype)\n\n R_prime_exact = jnp.array(jnp.einsum('ij,kj->ki', T, R), dtype=dtype)\n R_prime = space.transform(T, R)\n\n self.assertAllClose(R_prime_exact, R_prime)\n\n @parameterized.named_parameters(jtu.cases_from_list(\n {\n 'testcase_name': '_dim={}'.format(dim),\n 'spatial_dimension': dim\n } for dim in SPATIAL_DIMENSION))\n\n ... [18 more functiondefs truncated] ..."}]
| false
| null | null | null |
7c149f4f2e879ee66f71bed92f16a685a097e92b
|
TheStack--python--000.parquet
|
Fix this broken Pythoncode:Python code: import boto3 batch_client = boto3.client('batch') def lambda_handler(event, context): describe_response = batch_client.describe_jobs( jobs=[ event.get('jobId', '')] ) Error: Logic Error / Incomplete Statement
|
Fixed Code: import boto3 batch_client = boto3.client('batch') def lambda_handler(event, context): describe_response = batch_client.describe_jobs( jobs=[ event.get('jobId', '')] ) return describe_response.get('jobs', [{}])[0].get('status', '') Explanation: Add return statement to function
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intermediate
|
general
|
error_fixing
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Pythoncode:Python
| 1
| 0
| 180
| true
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\nimport boto3\n\nbatch_client = boto3.client('batch')\n\ndef lambda_handler(event, context):\n describe_response = batch_client.describe_jobs(\n jobs=[ event.get('jobId', '')]\n )\n \n\n\n Error: Logic Error / Incomplete Statement"}, {"role": "assistant", "content": " Fixed Code:\n\n\nimport boto3\n\nbatch_client = boto3.client('batch')\n\ndef lambda_handler(event, context):\n describe_response = batch_client.describe_jobs(\n jobs=[ event.get('jobId', '')]\n )\n \n return describe_response.get('jobs', [{}])[0].get('status', '')\n\n\n Explanation: Add return statement to function"}]
| true
|
syntax
|
INCOMPLETE_LOGIC
|
MEDIUM
|
7c14cbf83bd9f7d5d27ebfe3490cc6f31c415451
|
TheStack--python--000.parquet
|
Repair the syntax errors in this Pythoncode:Python code: from flask import Blueprint, render_template, redirect, url_for, request, flash from flask.ext.login import login_required, login_user, logout_user from werkzeug import check_password_hash, generate_password_hash from app import db, login_manager, pubnub, app, _callback from .models import User from .forms import LoginForm, SignupForm mod_auth = Blueprint('auth', __name__) @mod_auth.route('/login', methods=['GET', 'POST']) def login(): form = LoginForm(request.form) error = None print(request.method) if request.method == 'POST': user = db.users.find_one({'username': request.form['username']}) if not user: error = 'User does not exist' elif not check_password_hash(user['password'], request.form['password']): error = 'Invalid credentials. Please try again.' else: user_obj = User(user['username']) login_user(user_obj) return redirect(url_for('devices.list_devices')) return render_template('auth/login.html', title='Log In to Hydrosmart', form=form, error=error) @mod_auth.route('/signup', methods=['GET', 'POST']) def signup(): form = SignupForm(request.form) error = None if request.method == 'POST': existing_user = db.users.find_one({'username' : request.form['username']}) if existing_user: error = 'Username already exists' else: new_user = {'username' : request.form['username'], 'email' : request.form['email'], 'zip' : request.form['zip'], 'password' : generate_password_hash(request.form['password'])} db.users.insert_one(new_user) user = db.users.find_one({'username': request.form['username']}) pubnub.channel_group_add_channel(channel_group=app.config['PUBNUB_CHANNEL_GRP'], channel=user['username']) pubnub.grant(channel=user['username'], auth_key=app.config['PUBNUB_AUTH_KEY'], read=True, write=True, manage=True, ttl=0) return redirect(url_for('dashboard.dashboard')) return render_template('auth/signup.html', form=form, title='Sign Up for Hydrosmart', error=error) # @mod_auth.route('/googlelogin', methods=['GET', 'POST']) @mod_auth.route("/logout") @login_required def logout(): logout_user() flash("Logged out.") return redirect('/login') @login_manager.unauthorized_handler def unauthorized_callback(: return redirect('/login') @login_manager.user_loader def load_user(username): u = db.users.find_one({'username': username}) if not u: return None return User(u['username']) def callback(message, channel): db.data.insert_one(message) def error(message): db.data.insert_one(message)
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Syntax Analysis: Syntax Errors Found: • Unclosed '(' at line 63 - expected ')' • Invalid syntax at line 63: def unauthorized_callback(: Fixes: • Add closing ')' bracket • Review syntax near the error location
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advanced
|
api
|
syntax_repair
|
Pythoncode:Python
| 7
| 0
| 2,913
| true
|
[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\nfrom flask import Blueprint, render_template, redirect, url_for, request, flash\nfrom flask.ext.login import login_required, login_user, logout_user\nfrom werkzeug import check_password_hash, generate_password_hash\n\nfrom app import db, login_manager, pubnub, app, _callback\nfrom .models import User\nfrom .forms import LoginForm, SignupForm\n\nmod_auth = Blueprint('auth', __name__)\n\n@mod_auth.route('/login', methods=['GET', 'POST'])\ndef login():\n form = LoginForm(request.form)\n error = None\n print(request.method)\n if request.method == 'POST':\n user = db.users.find_one({'username': request.form['username']})\n if not user:\n error = 'User does not exist'\n elif not check_password_hash(user['password'], request.form['password']):\n error = 'Invalid credentials. Please try again.'\n else:\n user_obj = User(user['username'])\n login_user(user_obj)\n return redirect(url_for('devices.list_devices'))\n return render_template('auth/login.html',\n title='Log In to Hydrosmart',\n form=form,\n error=error)\n\n@mod_auth.route('/signup', methods=['GET', 'POST'])\ndef signup():\n form = SignupForm(request.form)\n error = None\n if request.method == 'POST':\n existing_user = db.users.find_one({'username' :\n request.form['username']})\n if existing_user:\n error = 'Username already exists'\n else:\n new_user = {'username' : request.form['username'],\n 'email' : request.form['email'],\n 'zip' : request.form['zip'],\n 'password' : generate_password_hash(request.form['password'])}\n db.users.insert_one(new_user)\n user = db.users.find_one({'username': request.form['username']})\n pubnub.channel_group_add_channel(channel_group=app.config['PUBNUB_CHANNEL_GRP'], channel=user['username'])\n pubnub.grant(channel=user['username'], auth_key=app.config['PUBNUB_AUTH_KEY'], read=True, write=True, manage=True, ttl=0)\n return redirect(url_for('dashboard.dashboard'))\n return render_template('auth/signup.html', form=form,\n title='Sign Up for Hydrosmart', error=error)\n\n# @mod_auth.route('/googlelogin', methods=['GET', 'POST'])\n\n@mod_auth.route(\"/logout\")\n@login_required\ndef logout():\n logout_user()\n flash(\"Logged out.\")\n return redirect('/login')\n\n@login_manager.unauthorized_handler\ndef unauthorized_callback(:\n return redirect('/login')\n\n@login_manager.user_loader\ndef load_user(username):\n u = db.users.find_one({'username': username})\n if not u:\n return None\n return User(u['username'])\n\ndef callback(message, channel):\n db.data.insert_one(message)\n\ndef error(message):\n db.data.insert_one(message)"}, {"role": "assistant", "content": " Syntax Analysis:\n\n Syntax Errors Found:\n \u2022 Unclosed '(' at line 63 - expected ')'\n \u2022 Invalid syntax at line 63: def unauthorized_callback(:\n\n\n Fixes:\n \u2022 Add closing ')' bracket\n \u2022 Review syntax near the error location"}]
| true
|
syntax
|
MISSING_BRACKETS
|
MEDIUM
|
7c154bd7941e6664ea91468d29e01f725ad32c14
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: # -*- coding: utf-8 -*- # Generated by Django 1.10.6 on 2017-04-06 06:02 from __future__ import unicode_literals from django.db import migrations, models class Migration(migrations.Migration): dependencies = [ ('economist', '0002_auto_20170406_1153'), ] operations = [ migrations.AlterField( model_name='article', name='alternativename', field=models.TextField(blank=True, null=True), ), migrations.AlterField( model_name='article', name='category', field=models.TextField(blank=True, null=True), ), migrations.AlterField( model_name='article', name='fly_title', field=models.TextField(blank=True, null=True), ), migrations.AlterField( model_name='article', name='headline', field=models.TextField(blank=True, null=True), ), migrations.AlterField( model_name='article', name='project', field=models.TextField(editable=False), ), migrations.AlterField( model_name='article', name='source', field=models.TextField(blank=True, null=True), ), migrations.AlterField( model_name='article', name='source_url', field=models.URLField(editable
|
Error Analysis: Error Type: MID_STRING Error: SyntaxError: unterminated string literal Detected Errors: • Code truncated in middle of expression - unexpected EOF • Unclosed '[' at line 14 - expected ']' • Unclosed '(' at line 45 - expected ')' Fix: Close the string literal with matching quote
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advanced
|
machine_learning
|
error_detection
|
Pythoncode:Python
| 0
| 1
| 1,414
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\n# -*- coding: utf-8 -*-\n# Generated by Django 1.10.6 on 2017-04-06 06:02\nfrom __future__ import unicode_literals\n\nfrom django.db import migrations, models\n\n\nclass Migration(migrations.Migration):\n\n dependencies = [\n ('economist', '0002_auto_20170406_1153'),\n ]\n\n operations = [\n migrations.AlterField(\n model_name='article',\n name='alternativename',\n field=models.TextField(blank=True, null=True),\n ),\n migrations.AlterField(\n model_name='article',\n name='category',\n field=models.TextField(blank=True, null=True),\n ),\n migrations.AlterField(\n model_name='article',\n name='fly_title',\n field=models.TextField(blank=True, null=True),\n ),\n migrations.AlterField(\n model_name='article',\n name='headline',\n field=models.TextField(blank=True, null=True),\n ),\n migrations.AlterField(\n model_name='article',\n name='project',\n field=models.TextField(editable=False),\n ),\n migrations.AlterField(\n model_name='article',\n name='source',\n field=models.TextField(blank=True, null=True),\n ),\n migrations.AlterField(\n model_name='article',\n name='source_url',\n field=models.URLField(editable"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: MID_STRING\n Error: SyntaxError: unterminated string literal\n\n Detected Errors:\n \u2022 Code truncated in middle of expression - unexpected EOF\n \u2022 Unclosed '[' at line 14 - expected ']'\n \u2022 Unclosed '(' at line 45 - expected ')'\n\n Fix: Close the string literal with matching quote"}]
| true
|
syntax
|
MID_STRING
|
CRITICAL
|
7c159cac6567c00ed5a82a064ec8c65b30f68447
|
TheStack--python--000.parquet
|
Review this Pythoncode:Python code: import unittest from coinplus_solo_redeem.common import wif_export_bitcoin, compute_public_key_sec256k1, address_from_publickey_ethereum class TestEthereum(unittest.TestCase): """test of the bitcoin conversion from private key to wif""" def setUp(self): self.test_add_vector = [("03cb3e5f30245658e1e3615f1620e5b40f7d9016c0edb3611dd786327dd5e40caa", "0xfd965bB8907566c550D8C0325207a1cB744f2fc2"), ("03c2773e19b0cd4175832d781d521390e5aac7b0841904f93211bf114786f5a145", "0xDB1F8a8B668F15B9e696dDfF30Ce233703f9eC97"), ("0277c3757e791426b7fa43cf64197bfd5c2fe277ece721b12558a52729f6b68b8a", "0x6C4DCd1f900d89a7A70C9A5bA9F7a24a4Bd70878"), ("02d93dfcd93a76d7bac5b0fa394ad4bfd6cd92d10a64728b4b5f707d87db9cd2aa", "0x42F7C7ccD753055c219B85ddc5F05512b3f94528"), ("037049004c5ad576beb518dcc74506df3faf520109a489886b7d1435a63b9b0b88", "0x0af4DbEf58063AEd75e6fF57610348E55954E8FB"), ("0260bbacc03555af21f062ff04e9fbde36bcf0ae7396812d336e7f2e5292306f2b", "0xd13AA41456549AAf4F00C681e014E8CEd8c04d60"), ("0343710601de0710dd81a0b7102bf1b794809a330caf4e1b4ae6567923c00df6a5", "0x011934E5d9EE8C230BBFccF33Ab83c62E5486d91"), ("028c48ff458287f34cc1ad5c58a441500f8f315e9cabe34ff1601a5a0f791e4d0a", "0x98447B7aC721BDeb197a7e72780f6f41BECA2919"), ("0258cdabe1dad468dda6a7d62bee9e0cddadfe87d664e62df9143e769c017dd651", "0xaA5EacE5be0D09B09BAf66df62b0D85EA20b4ee4"), ("0289a6d2272382ceec291674530eebb1b05dadab88ebf1bc45569ba612a4e3973a", "0x79B4044CeB2DFAa123FbE5B4da43BF7cFF01718c")] def test_address_testvector(self): for publickey_hex, address_expected in self.test_add_vector: publickey = bytearray.fromhex(publickey_hex) address = address_from_publickey_ethereum(publickey) self.assertEqual(address, address_expected)
|
Code Review: ⚠️ Code quality: Unexpected indentation at line 6 Unexpected indentation at line 8 Unexpected indentation at line 9 Unexpected indentation at line 10 Unexpected indentation at line 11 Unexpected indentation at line 12 Unexpected indentation at line 13 Unexpected indentation at line 14 Unexpected indentation at line 15 Unexpected indentation at line 16 Unexpected indentation at line 22 Unexpected indentation at line 23 ✨ Improvements: Line 7 too long (149 chars) - break into multiple lines Line 8 too long (149 chars) - break into multiple lines Line 9 too long (149 chars) - break into multiple lines Line 10 too long (149 chars) - break into multiple lines Line 11 too long (149 chars) - break into multiple lines Line 12 too long (149 chars) - break into multiple lines Line 13 too long (149 chars) - break into multiple lines Line 14 too long (149 chars) - break into multiple lines Line 15 too long (149 chars) - break into multiple lines Line 16 too long (149 chars) - break into multiple lines
|
advanced
|
testing
|
code_review
|
Pythoncode:Python
| 2
| 1
| 2,051
| true
|
[{"role": "user", "content": "Review this Pythoncode:Python code:\nimport unittest\nfrom coinplus_solo_redeem.common import wif_export_bitcoin, compute_public_key_sec256k1, address_from_publickey_ethereum\n\nclass TestEthereum(unittest.TestCase):\n \"\"\"test of the bitcoin conversion from private key to wif\"\"\"\n def setUp(self):\n self.test_add_vector = [(\"03cb3e5f30245658e1e3615f1620e5b40f7d9016c0edb3611dd786327dd5e40caa\", \"0xfd965bB8907566c550D8C0325207a1cB744f2fc2\"),\n (\"03c2773e19b0cd4175832d781d521390e5aac7b0841904f93211bf114786f5a145\", \"0xDB1F8a8B668F15B9e696dDfF30Ce233703f9eC97\"),\n (\"0277c3757e791426b7fa43cf64197bfd5c2fe277ece721b12558a52729f6b68b8a\", \"0x6C4DCd1f900d89a7A70C9A5bA9F7a24a4Bd70878\"),\n (\"02d93dfcd93a76d7bac5b0fa394ad4bfd6cd92d10a64728b4b5f707d87db9cd2aa\", \"0x42F7C7ccD753055c219B85ddc5F05512b3f94528\"),\n (\"037049004c5ad576beb518dcc74506df3faf520109a489886b7d1435a63b9b0b88\", \"0x0af4DbEf58063AEd75e6fF57610348E55954E8FB\"),\n (\"0260bbacc03555af21f062ff04e9fbde36bcf0ae7396812d336e7f2e5292306f2b\", \"0xd13AA41456549AAf4F00C681e014E8CEd8c04d60\"),\n (\"0343710601de0710dd81a0b7102bf1b794809a330caf4e1b4ae6567923c00df6a5\", \"0x011934E5d9EE8C230BBFccF33Ab83c62E5486d91\"),\n (\"028c48ff458287f34cc1ad5c58a441500f8f315e9cabe34ff1601a5a0f791e4d0a\", \"0x98447B7aC721BDeb197a7e72780f6f41BECA2919\"),\n (\"0258cdabe1dad468dda6a7d62bee9e0cddadfe87d664e62df9143e769c017dd651\", \"0xaA5EacE5be0D09B09BAf66df62b0D85EA20b4ee4\"),\n (\"0289a6d2272382ceec291674530eebb1b05dadab88ebf1bc45569ba612a4e3973a\", \"0x79B4044CeB2DFAa123FbE5B4da43BF7cFF01718c\")]\n\n\n def test_address_testvector(self):\n for publickey_hex, address_expected in self.test_add_vector:\n publickey = bytearray.fromhex(publickey_hex)\n address = address_from_publickey_ethereum(publickey)\n self.assertEqual(address, address_expected)"}, {"role": "assistant", "content": " Code Review:\n\n\n\u26a0\ufe0f Code quality:\n Unexpected indentation at line 6\n Unexpected indentation at line 8\n Unexpected indentation at line 9\n Unexpected indentation at line 10\n Unexpected indentation at line 11\n Unexpected indentation at line 12\n Unexpected indentation at line 13\n Unexpected indentation at line 14\n Unexpected indentation at line 15\n Unexpected indentation at line 16\n Unexpected indentation at line 22\n Unexpected indentation at line 23\n\n\u2728 Improvements:\n Line 7 too long (149 chars) - break into multiple lines\n Line 8 too long (149 chars) - break into multiple lines\n Line 9 too long (149 chars) - break into multiple lines\n Line 10 too long (149 chars) - break into multiple lines\n Line 11 too long (149 chars) - break into multiple lines\n Line 12 too long (149 chars) - break into multiple lines\n Line 13 too long (149 chars) - break into multiple lines\n Line 14 too long (149 chars) - break into multiple lines\n Line 15 too long (149 chars) - break into multiple lines\n Line 16 too long (149 chars) - break into multiple lines"}]
| false
| null | null | null |
7c16097e2ba8634058cfc608cf9a3d535fa94016
|
TheStack--python--000.parquet
|
Fill in the in this Pythoncode:Python code: #!usr/bin/python # -*- coding:utf8 -*- # 列表生成式(列表推导式) # 1. 提取出1-20之间的奇数 # odd_list = [] # for i in range(21): # if i % 2 == 1: # odd_list.append(i) # odd_list = [i for i in range(21) if i % 2 == 1] # print(odd_list) # 2. 逻辑复杂的情况 如果是奇数将结果平方 # 列表生成式性能高于列表操作 def handle_item(item): return item * item odd_list = [handle_item(i) for i in range(21) if i % 2 == 1] print(odd_list) # 生成器表达式 odd_gen = (i for i in range(21) if i % 2 == 1) print(type(odd_gen)) for item in odd_gen: print(item) # 字典推导式 my_dict = {"bobby1": 22, "bobby2": 23, "imooc.com": 5} # Complete this line print(reversed_dict) # 集合推导式 my_set = set(my_dict.keys()) my_set = {key for key, value in my_dict.items()} print(type(my_set))
|
The missing line is: reversed_dict = {value:key for key, value in my_dict.items()}
|
intermediate
|
general
|
fill_in_the_blank
|
Pythoncode:Python
| 1
| 0
| 776
| false
|
[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\n#!usr/bin/python\n# -*- coding:utf8 -*-\n\n# \u5217\u8868\u751f\u6210\u5f0f(\u5217\u8868\u63a8\u5bfc\u5f0f)\n# 1. \u63d0\u53d6\u51fa1-20\u4e4b\u95f4\u7684\u5947\u6570\n# odd_list = []\n# for i in range(21):\n# if i % 2 == 1:\n# odd_list.append(i)\n\n# odd_list = [i for i in range(21) if i % 2 == 1]\n# print(odd_list)\n\n# 2. \u903b\u8f91\u590d\u6742\u7684\u60c5\u51b5 \u5982\u679c\u662f\u5947\u6570\u5c06\u7ed3\u679c\u5e73\u65b9\n# \u5217\u8868\u751f\u6210\u5f0f\u6027\u80fd\u9ad8\u4e8e\u5217\u8868\u64cd\u4f5c\ndef handle_item(item):\n return item * item\nodd_list = [handle_item(i) for i in range(21) if i % 2 == 1]\nprint(odd_list)\n\n# \u751f\u6210\u5668\u8868\u8fbe\u5f0f\nodd_gen = (i for i in range(21) if i % 2 == 1)\nprint(type(odd_gen))\nfor item in odd_gen:\n print(item)\n\n# \u5b57\u5178\u63a8\u5bfc\u5f0f\nmy_dict = {\"bobby1\": 22, \"bobby2\": 23, \"imooc.com\": 5}\n # Complete this line\nprint(reversed_dict)\n\n# \u96c6\u5408\u63a8\u5bfc\u5f0f\nmy_set = set(my_dict.keys())\nmy_set = {key for key, value in my_dict.items()}\nprint(type(my_set))"}, {"role": "assistant", "content": "The missing line is:\nreversed_dict = {value:key for key, value in my_dict.items()}"}]
| false
| null | null | null |
7c170adc77db7c06c4c5968ae2d5e3df343748b4
|
TheStack--python--000.parquet
|
Fill in the in this Pythoncode:Python code: import ast import operator import re from collections import OrderedDict from functools import partial from ..cache import Cache from ..exceptions import PluginError, NoStreamsError from ..options import Options # FIXME: This is a crude attempt at making a bitrate's # weight end up similar to the weight of a resolution. # Someone who knows math, please fix. def stream_weight(stream): for group, weights in QUALITY_WEIGTHS_EXTRA.items(): if stream in weights: return weights[stream], group match = re.match(r"^(\d+)(k|p)?(\d+)?(\+)?(?:_(\d+)k)?(?:_(alt)(\d)?)?$", stream) if match: weight = 0 if match.group(6): if match.group(7): weight -= ALT_WEIGHT_MOD * int(match.group(7)) else: weight -= ALT_WEIGHT_MOD name_type = match.group(2) if name_type == "k": # bit rate bitrate = int(match.group(1)) weight += bitrate / BIT_RATE_WEIGHT_RATIO return weight, "bitrate" elif name_type == "p": # resolution weight += int(match.group(1)) if match.group(3): # fps eg. 60p or 50p weight += int(match.group(3)) if match.group(4) == "+": weight += 1 if match.group(5): # bit rate classifier for resolution weight += int(match.group(5)) / BIT_RATE_WEIGHT_RATIO return weight, "pixels" return 0, "none" def iterate_streams(streams): for name, stream in streams: if isinstance(stream, list): # Complete this line yield (name, sub_stream) else: yield (name, stream) def stream_type_priority(stream_types, stream): stream_type = type(stream[1]).shortname() try: prio = stream_types.index(stream_type) except ValueError: try: prio = stream_types.index("*") except ValueError: prio = 99 return prio def stream_sorting_filter(expr, stream_weight): match = re.match(r"(?P<op><=|>=|<|>)?(?P<value>[\w+]+)", expr) if not match: raise PluginError("Invalid filter expression: {0}".format(expr)) op, value = match.group("op", "value") op = FILTER_OPERATORS.get(op, operator.eq) filter_weight, filter_group = stream_weight(value) def func(quality): weight, group = stream_weight(quality) if group == filter_group: return not op(weight, filter_weight) return True return func def parse_url_params(url): split = url.split(" ", 1) url = split[0] params = split[1] if len(split) > 1 else '' return url, parse_params(params) ... [17 more functiondefs truncated] ...
|
The missing line is: for sub_stream in stream:
|
advanced
|
database
|
fill_in_the_blank
|
Pythoncode:Python
| 6
| 0
| 2,773
| true
|
[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\nimport ast\nimport operator\nimport re\nfrom collections import OrderedDict\n\nfrom functools import partial\n\nfrom ..cache import Cache\nfrom ..exceptions import PluginError, NoStreamsError\nfrom ..options import Options\n\n# FIXME: This is a crude attempt at making a bitrate's\n# weight end up similar to the weight of a resolution.\n# Someone who knows math, please fix.\ndef stream_weight(stream):\n for group, weights in QUALITY_WEIGTHS_EXTRA.items():\n if stream in weights:\n return weights[stream], group\n\n match = re.match(r\"^(\\d+)(k|p)?(\\d+)?(\\+)?(?:_(\\d+)k)?(?:_(alt)(\\d)?)?$\", stream)\n\n if match:\n weight = 0\n\n if match.group(6):\n if match.group(7):\n weight -= ALT_WEIGHT_MOD * int(match.group(7))\n else:\n weight -= ALT_WEIGHT_MOD\n\n name_type = match.group(2)\n if name_type == \"k\": # bit rate\n bitrate = int(match.group(1))\n weight += bitrate / BIT_RATE_WEIGHT_RATIO\n\n return weight, \"bitrate\"\n\n elif name_type == \"p\": # resolution\n weight += int(match.group(1))\n\n if match.group(3): # fps eg. 60p or 50p\n weight += int(match.group(3))\n\n if match.group(4) == \"+\":\n weight += 1\n\n if match.group(5): # bit rate classifier for resolution\n weight += int(match.group(5)) / BIT_RATE_WEIGHT_RATIO\n\n return weight, \"pixels\"\n\n return 0, \"none\"\n\n\ndef iterate_streams(streams):\n for name, stream in streams:\n if isinstance(stream, list):\n # Complete this line\n yield (name, sub_stream)\n else:\n yield (name, stream)\n\n\ndef stream_type_priority(stream_types, stream):\n stream_type = type(stream[1]).shortname()\n\n try:\n prio = stream_types.index(stream_type)\n except ValueError:\n try:\n prio = stream_types.index(\"*\")\n except ValueError:\n prio = 99\n\n return prio\n\n\ndef stream_sorting_filter(expr, stream_weight):\n match = re.match(r\"(?P<op><=|>=|<|>)?(?P<value>[\\w+]+)\", expr)\n\n if not match:\n raise PluginError(\"Invalid filter expression: {0}\".format(expr))\n\n op, value = match.group(\"op\", \"value\")\n op = FILTER_OPERATORS.get(op, operator.eq)\n filter_weight, filter_group = stream_weight(value)\n\n def func(quality):\n weight, group = stream_weight(quality)\n\n if group == filter_group:\n return not op(weight, filter_weight)\n\n return True\n\n return func\n\n\ndef parse_url_params(url):\n split = url.split(\" \", 1)\n url = split[0]\n params = split[1] if len(split) > 1 else ''\n return url, parse_params(params)\n\n\n\n ... [17 more functiondefs truncated] ..."}, {"role": "assistant", "content": "The missing line is:\n for sub_stream in stream:"}]
| false
| null | null | null |
7c17743faf77b54c0516f30699a3b1dc9b050a25
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: # This file is part of the Reference Data Repository (refdata). # # Copyright (C) 2021 New York University. # # refdata is free software; you can redistribute it and/or modify it under the # terms of the MIT License; see LICENSE file for more details. """Fixtures for testing the command-line interface.""" import os import pytest from click.testing import CliRunner from refdata.db import DB import refdata.config as config @pytes
|
Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Detected Errors: • Invalid syntax at line 20: @pytes Fix: Complete the truncated code structure
|
intermediate
|
testing
|
error_detection
|
Pythoncode:Python
| 1
| 0
| 438
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\n# This file is part of the Reference Data Repository (refdata).\n#\n# Copyright (C) 2021 New York University.\n#\n# refdata is free software; you can redistribute it and/or modify it under the\n# terms of the MIT License; see LICENSE file for more details.\n\n\"\"\"Fixtures for testing the command-line interface.\"\"\"\n\nimport os\nimport pytest\n\nfrom click.testing import CliRunner\n\nfrom refdata.db import DB\n\nimport refdata.config as config\n\n\n@pytes"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: HARD_CUT\n Error: SyntaxError / EOF\n\n Detected Errors:\n \u2022 Invalid syntax at line 20: @pytes\n\n\n Fix: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
7c18032075b4197ee9055f4f541529df445b2854
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: # Copyright (c) Facebook, Inc. and its affiliates. All Rights Reserved import logging import math from typing import Any, Dict import numpy as np from classy_vision.dataset.transforms import register_transform from classy_vision.dataset.transforms.classy_transform import ClassyTransform @register_transform("ImgPatchesFromTensor") class ImgPatchesFromTensor(ClassyTransform): """ Create image patches from a torch Tensor or numpy array. This transform was proposed in Jigsaw - https://arxiv.org/abs/1603.09246 Args: num_patches (int): how many image patches to create patch_jitter (int): space to leave between patches """ def __init__(self, num_patches=9, patch_jitter=21): self.num_patches = num_patches self.patch_jitter = patch_jitter assert self.patch_jitter > 0, "Negative jitter not supported" self.grid_side_len = int(math.sqrt(self.num_patches)) # usually = 3 logging.info( f"ImgPatchesFromTensor: num_patches: {num_patches} " f"patch_jitter: {patch_jitter}" ) def __call__(self, image): """ Input image which is a torch.Tensor object of shape 3 x H x W """ data = [] grid_size = int(image.shape[1] / self.grid_side_len) patch_size = grid_size - self.patch_jitter jitter = np.random.randint(
|
Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Detected Errors: • Unterminated string literal at line 14 • Unclosed '(' at line 40 - expected ')' • SyntaxError: '(' was never closed at line 40 Fix: Complete the truncated code structure
|
advanced
|
testing
|
error_detection
|
Pythoncode:Python
| 3
| 1
| 1,386
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\n# Copyright (c) Facebook, Inc. and its affiliates. All Rights Reserved\n\nimport logging\nimport math\nfrom typing import Any, Dict\n\nimport numpy as np\nfrom classy_vision.dataset.transforms import register_transform\nfrom classy_vision.dataset.transforms.classy_transform import ClassyTransform\n\n\n@register_transform(\"ImgPatchesFromTensor\")\nclass ImgPatchesFromTensor(ClassyTransform):\n \"\"\"\n Create image patches from a torch Tensor or numpy array.\n This transform was proposed in Jigsaw - https://arxiv.org/abs/1603.09246\n\n Args:\n num_patches (int): how many image patches to create\n patch_jitter (int): space to leave between patches\n \"\"\"\n\n def __init__(self, num_patches=9, patch_jitter=21):\n self.num_patches = num_patches\n self.patch_jitter = patch_jitter\n assert self.patch_jitter > 0, \"Negative jitter not supported\"\n self.grid_side_len = int(math.sqrt(self.num_patches)) # usually = 3\n logging.info(\n f\"ImgPatchesFromTensor: num_patches: {num_patches} \"\n f\"patch_jitter: {patch_jitter}\"\n )\n\n def __call__(self, image):\n \"\"\"\n Input image which is a torch.Tensor object of shape 3 x H x W\n \"\"\"\n data = []\n grid_size = int(image.shape[1] / self.grid_side_len)\n patch_size = grid_size - self.patch_jitter\n jitter = np.random.randint("}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: HARD_CUT\n Error: SyntaxError / EOF\n\n Detected Errors:\n \u2022 Unterminated string literal at line 14\n \u2022 Unclosed '(' at line 40 - expected ')'\n \u2022 SyntaxError: '(' was never closed at line 40\n\n Fix: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
7c1898e479d14fbe657ed1376514f87c04d2b942
|
TheStack--python--000.parquet
|
Complete this Pythoncode:Python code: #!/usr/bin/python3 # *************************************************************** # Copyright (c) 2022 Jittor. All Rights Reserved. # Maintainers: # Dun Liang <randonlang@gmail.com>. # # This file is subject to the terms and conditions defined in # file 'LICENSE.txt', which is part of this source code package. # *************************************************************** # Publish steps: # 1. build,push,upload docker image[jittor/jittor] # 2. build,push,upload docker image[jittor/jittor-cuda] # upload to pip: # rm -rf dist && python3.7 ./setup.py sdist && python3.7 -m twine upload dist/* import os def run_cmd(cmd): print("[run cmd]", cmd) assert os.system(cmd) == 0 def upload_file(path): run_cmd(f"rsync -avPu {path} jittor-web:Documents/jittor-blog/assets/build/") def docker_task(name, build_cmd): run_cmd(build_cmd) run_cmd(f"sudo docker push {name}") bname = os.path.basename(name) run_cmd(f"sudo docker save {name}:latest -o /tmp/{bname}.tgz && sudo chmod 666 /tmp/{bname}.tgz") upload_file(f"/tmp/{bname}.tgz")
|
docker_task( "jittor/jittor-cuda-11-1", "sudo docker build --tag jittor/jittor-cuda-11-1:latest -f script/Dockerfile_cuda11 . --network host" ) docker_task( "jittor/jittor", "sudo docker build --tag jittor/jittor:latest . --network host" ) docker_task( "jittor/jittor-cuda", "sudo docker build --tag jittor/jittor-cuda:latest --build-arg FROM_IMAGE='nvidia/cuda:10.2-cudnn7-devel-ubuntu18.04' . --network host" ) docker_task( "jittor/jittor-cuda-10-1", "sudo docker build --tag jittor/jittor-cuda-10-1:latest --build-arg FROM_IMAGE='nvidia/cuda:10.1-cudnn7-devel-ubuntu18.04' . --network host" ) run_cmd("ssh jittor-web Documents/jittor-blog.git/hooks/post-update")
|
intermediate
|
testing
|
code_completion
|
Pythoncode:Python
| 3
| 0
| 1,783
| true
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\n#!/usr/bin/python3\n# ***************************************************************\n# Copyright (c) 2022 Jittor. All Rights Reserved. \n# Maintainers: \n# Dun Liang <randonlang@gmail.com>. \n# \n# This file is subject to the terms and conditions defined in\n# file 'LICENSE.txt', which is part of this source code package.\n# ***************************************************************\n\n# Publish steps:\n# 1. build,push,upload docker image[jittor/jittor]\n# 2. build,push,upload docker image[jittor/jittor-cuda]\n# upload to pip:\n# rm -rf dist && python3.7 ./setup.py sdist && python3.7 -m twine upload dist/*\nimport os\n\ndef run_cmd(cmd):\n print(\"[run cmd]\", cmd)\n assert os.system(cmd) == 0\n\ndef upload_file(path):\n run_cmd(f\"rsync -avPu {path} jittor-web:Documents/jittor-blog/assets/build/\")\n\ndef docker_task(name, build_cmd):\n run_cmd(build_cmd)\n run_cmd(f\"sudo docker push {name}\")\n bname = os.path.basename(name)\n run_cmd(f\"sudo docker save {name}:latest -o /tmp/{bname}.tgz && sudo chmod 666 /tmp/{bname}.tgz\")\n upload_file(f\"/tmp/{bname}.tgz\")"}, {"role": "assistant", "content": "\ndocker_task(\n \"jittor/jittor-cuda-11-1\", \n \"sudo docker build --tag jittor/jittor-cuda-11-1:latest -f script/Dockerfile_cuda11 . --network host\"\n)\n\ndocker_task(\n \"jittor/jittor\", \n \"sudo docker build --tag jittor/jittor:latest . --network host\"\n)\n\ndocker_task(\n \"jittor/jittor-cuda\", \n \"sudo docker build --tag jittor/jittor-cuda:latest --build-arg FROM_IMAGE='nvidia/cuda:10.2-cudnn7-devel-ubuntu18.04' . --network host\"\n)\n\ndocker_task(\n \"jittor/jittor-cuda-10-1\", \n \"sudo docker build --tag jittor/jittor-cuda-10-1:latest --build-arg FROM_IMAGE='nvidia/cuda:10.1-cudnn7-devel-ubuntu18.04' . --network host\"\n)\n\nrun_cmd(\"ssh jittor-web Documents/jittor-blog.git/hooks/post-update\")"}]
| false
| null | null | null |
7c1a4912119b5eeaa02dc5d6942de0df8f969733
|
TheStack--python--000.parquet
|
Complete this Pythoncode:Python code: import argparse from helper.metaclasses_definition import Singleton class CliArgs(metaclass=Singleton): LogLevel = None BankName = None InputFilepath = None @staticmethod def init():
|
my_parser = argparse.ArgumentParser() my_parser.add_argument('--bank-name', required=True) my_parser.add_argument('--input-filepath') my_parser.add_argument('--log-level') args = my_parser.parse_args() CliArgs.BankName = args.bank_name CliArgs.InputFilepath = args.input_filepath CliArgs.LogLevel = args.log_level
|
advanced
|
ui
|
code_completion
|
Pythoncode:Python
| 1
| 1
| 588
| true
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\n\nimport argparse\n\nfrom helper.metaclasses_definition import Singleton\n\nclass CliArgs(metaclass=Singleton):\n\n LogLevel = None\n BankName = None\n InputFilepath = None\n\n @staticmethod\n def init():"}, {"role": "assistant", "content": "\n my_parser = argparse.ArgumentParser()\n my_parser.add_argument('--bank-name', required=True)\n my_parser.add_argument('--input-filepath')\n my_parser.add_argument('--log-level')\n args = my_parser.parse_args()\n\n CliArgs.BankName = args.bank_name\n CliArgs.InputFilepath = args.input_filepath\n CliArgs.LogLevel = args.log_level"}]
| false
| null | null | null |
7c1a65d75547f91601127884078028e187b93021
|
TheStack--python--000.parquet
|
Fix this broken Pythoncode:Python code: from setuptools import setup PLUGIN_NAME = "papermill" microlib_name = f"flytekitplugins-{PLUGIN_NAME}" plugin_requires = [ "flytekit>=0.16.0b0,<1.0.0", "flytekitplugins-spark>=0.16.0b0,<1.0.0,!=0.24.0b0", "papermill>=1.2.0" "nbconvert>=6.0.7", "ipykernel>=5.0.0", ] __version__ = "0.0.0+develop" setup( name=microlib_name, version=__version__, author="flyteorg", author_email="admin@flyte.org", description="This is the flytekit papermill plugin", namespace_packages=["flytekitplugins"], packages=[f"flytekitplugins.{PLUGIN_NAME}"], install_requires=plugin_requires, license="apache2", python_requires=">=3.7", classifiers=[ "Intended Audience :: Science/Research", "Intended Audience :: Developers", "License :: OSI Approved :: Apache Software License", "Programming Language :: Python :: 3.7", "Programming Language :: Python :: 3.8", "Topic :: Scientific/Engineering", "Topic :: Scientific/Engineering :: Artificial Intelligence", "Topic :: Software Development", "Topic :: Software Development :: Libraries", "Topic :: Software Development :: Libraries :: Python Modules", ], ) Error: IndentationError: unexpected indent
|
Fixed Code: from setuptools import setup PLUGIN_NAME = "papermill" microlib_name = f"flytekitplugins-{PLUGIN_NAME}" plugin_requires = [ "flytekit>=0.16.0b0,<1.0.0", "flytekitplugins-spark>=0.16.0b0,<1.0.0,!=0.24.0b0", "papermill>=1.2.0", "nbconvert>=6.0.7", "ipykernel>=5.0.0", ] __version__ = "0.0.0+develop" setup( name=microlib_name, version=__version__, author="flyteorg", Explanation: Fix indentation to match Python syntax rules
|
intermediate
|
ui
|
error_fixing
|
Pythoncode:Python
| 0
| 0
| 1,232
| true
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\nfrom setuptools import setup\n\nPLUGIN_NAME = \"papermill\"\n\nmicrolib_name = f\"flytekitplugins-{PLUGIN_NAME}\"\n\nplugin_requires = [\n \"flytekit>=0.16.0b0,<1.0.0\",\n \"flytekitplugins-spark>=0.16.0b0,<1.0.0,!=0.24.0b0\",\n\"papermill>=1.2.0\"\n \"nbconvert>=6.0.7\",\n \"ipykernel>=5.0.0\",\n]\n\n__version__ = \"0.0.0+develop\"\n\nsetup(\n name=microlib_name,\n version=__version__,\n author=\"flyteorg\",\n author_email=\"admin@flyte.org\",\n description=\"This is the flytekit papermill plugin\",\n namespace_packages=[\"flytekitplugins\"],\n packages=[f\"flytekitplugins.{PLUGIN_NAME}\"],\n install_requires=plugin_requires,\n license=\"apache2\",\n python_requires=\">=3.7\",\n classifiers=[\n \"Intended Audience :: Science/Research\",\n \"Intended Audience :: Developers\",\n \"License :: OSI Approved :: Apache Software License\",\n \"Programming Language :: Python :: 3.7\",\n \"Programming Language :: Python :: 3.8\",\n \"Topic :: Scientific/Engineering\",\n \"Topic :: Scientific/Engineering :: Artificial Intelligence\",\n \"Topic :: Software Development\",\n \"Topic :: Software Development :: Libraries\",\n \"Topic :: Software Development :: Libraries :: Python Modules\",\n ],\n)\n\n\n Error: IndentationError: unexpected indent"}, {"role": "assistant", "content": " Fixed Code:\n\n\nfrom setuptools import setup\n\nPLUGIN_NAME = \"papermill\"\n\nmicrolib_name = f\"flytekitplugins-{PLUGIN_NAME}\"\n\nplugin_requires = [\n \"flytekit>=0.16.0b0,<1.0.0\",\n \"flytekitplugins-spark>=0.16.0b0,<1.0.0,!=0.24.0b0\",\n \"papermill>=1.2.0\",\n \"nbconvert>=6.0.7\",\n \"ipykernel>=5.0.0\",\n]\n\n__version__ = \"0.0.0+develop\"\n\nsetup(\n name=microlib_name,\n version=__version__,\n author=\"flyteorg\",\n\n Explanation: Fix indentation to match Python syntax rules"}]
| true
|
syntax
|
BROKEN_INDENTATION
|
MEDIUM
|
7c1c295aedd09d62a7ca4222595cff9f7fd4e5fc
|
TheStack--python--000.parquet
|
Complete this Pythoncode:Python code: #!/usr/bin/env python input = 368078 size = 1 s_size = size * size # squared size while (s_size < input): size += 2 s_size = size * size bottom_right = s_size bottom_left = s_size - size + 1 top_left = s_size - 2 * size + 2 top_right = s_size - 3 * size + 3 input_x = -1 input_y = -1 # bottom horizontal line if (input > bottom_left): input_x = size - 1 input_y = input - bottom_left
|
elif (input > top_left): input_y = input - top_left input_x = 0 elif (input > top_right): input_x = 0 input_y = size - input + top_right - 1 else: input_x = top_right - input input_y = size - 1 ap_x = size / 2 ap_y = ap_x print abs(ap_x - input_x) + abs(ap_y - input_y)
|
intermediate
|
general
|
code_completion
|
Pythoncode:Python
| 0
| 0
| 705
| false
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\n#!/usr/bin/env python\n\ninput = 368078\n\nsize = 1\ns_size = size * size # squared size\nwhile (s_size < input):\n size += 2\n s_size = size * size\n\nbottom_right = s_size\nbottom_left = s_size - size + 1\ntop_left = s_size - 2 * size + 2\ntop_right = s_size - 3 * size + 3\n\ninput_x = -1\ninput_y = -1\n\n# bottom horizontal line\nif (input > bottom_left):\n input_x = size - 1\n input_y = input - bottom_left"}, {"role": "assistant", "content": "\nelif (input > top_left):\n input_y = input - top_left\n input_x = 0\nelif (input > top_right):\n input_x = 0\n input_y = size - input + top_right - 1\nelse:\n input_x = top_right - input\n input_y = size - 1\n \nap_x = size / 2\nap_y = ap_x\n\nprint abs(ap_x - input_x) + abs(ap_y - input_y)"}]
| false
| null | null | null |
7c1d6fd7dc1976bcfc2727fbe10b4b7b22073b1a
|
TheStack--python--000.parquet
|
Complete this Pythoncode:Python code: import copy import numpy as np from racer.utils import load_pickle from racer.methods.genetic_programming.program_tree import ProgramTree class ParameterizedTree(ProgramTree): # This makes the assumption that all children of the underlying tree are in a field .children and that the underlying tree has the field .name def __init__(self, underlying_tree, init_fct=None, _copy=True): if _copy: underlying_tree = copy.deepcopy(underlying_tree) # safety first if hasattr(underlying_tree, "children"): underlying_tree.children = [ ParameterizedTree(underlying_tree=child, _copy=False) for child in underlying_tree.children ] self.underlying_tree = underlying_tree if init_fct is None: self.set_params([1, 0]) else: self.set_params(init_fct()) def set_params(self, params): self.weight, self.bias = params self.name = self.underlying_tree.name + " * {} + {}".format( self.weight, self.bias ) def get_params(self): return [self.weight, self.bias] def __call__(self, *x): return self.underlying_tree(*x) * self.weight + self.bias def __len__(self): return len(self.underlying_tree) def display(self, prefix): res = prefix + self.name + "\n" if hasattr(self.underlying_tree, "children"): for child in self.underlying_tree.children: res += child.display(prefix=" " + prefix) return res def _set_dirty(self): raise Exception("Parameterized trees should not be mutated") def in_order(self): yield self if hasattr(self.underlying_tree, "children"): for child in self.underlying_tree.children: for node in child.in_order():
|
yield node class ParameterizedIndividual: def __init__(self, parameterized_trees): self.parameterized_trees = parameterized_trees @staticmethod def from_individual(ind): return ParameterizedIndividual( parameterized_trees=[ParameterizedTree(tree) for tree in ind.trees] ) @staticmethod def from_pickled_individual(fname): return ParameterizedIndividual.from_individual(load_pickle(fname)) def __call__(self, *x): return [tree(*x) for tree in self.parameterized_trees] def __len__(self): return sum(len(tree) for tree in self.parameterized_trees) def set_flat_parameters(self, params): n_used = 0 for tree in self.parameterized_trees: for node in tree.in_order(): node.set_params(list(params[n_used : n_used + 2])) n_used += 2 def get_flat_parameters(self): params = [] for tree in self.parameterized_trees: for node in tree.in_order(): params += node.get_params() return np.array(params)
|
advanced
|
database
|
code_completion
|
Pythoncode:Python
| 15
| 2
| 2,981
| true
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\nimport copy\nimport numpy as np\nfrom racer.utils import load_pickle\nfrom racer.methods.genetic_programming.program_tree import ProgramTree\n\n\nclass ParameterizedTree(ProgramTree):\n # This makes the assumption that all children of the underlying tree are in a field .children and that the underlying tree has the field .name\n def __init__(self, underlying_tree, init_fct=None, _copy=True):\n if _copy:\n underlying_tree = copy.deepcopy(underlying_tree) # safety first\n\n if hasattr(underlying_tree, \"children\"):\n underlying_tree.children = [\n ParameterizedTree(underlying_tree=child, _copy=False)\n for child in underlying_tree.children\n ]\n\n self.underlying_tree = underlying_tree\n\n if init_fct is None:\n self.set_params([1, 0])\n else:\n self.set_params(init_fct())\n\n def set_params(self, params):\n self.weight, self.bias = params\n self.name = self.underlying_tree.name + \" * {} + {}\".format(\n self.weight, self.bias\n )\n\n def get_params(self):\n return [self.weight, self.bias]\n\n def __call__(self, *x):\n return self.underlying_tree(*x) * self.weight + self.bias\n\n def __len__(self):\n return len(self.underlying_tree)\n\n def display(self, prefix):\n res = prefix + self.name + \"\\n\"\n if hasattr(self.underlying_tree, \"children\"):\n for child in self.underlying_tree.children:\n res += child.display(prefix=\" \" + prefix)\n return res\n\n def _set_dirty(self):\n raise Exception(\"Parameterized trees should not be mutated\")\n\n def in_order(self):\n yield self\n if hasattr(self.underlying_tree, \"children\"):\n for child in self.underlying_tree.children:\n for node in child.in_order():"}, {"role": "assistant", "content": "\n yield node\n\n\nclass ParameterizedIndividual:\n def __init__(self, parameterized_trees):\n self.parameterized_trees = parameterized_trees\n\n @staticmethod\n def from_individual(ind):\n return ParameterizedIndividual(\n parameterized_trees=[ParameterizedTree(tree) for tree in ind.trees]\n )\n\n @staticmethod\n def from_pickled_individual(fname):\n return ParameterizedIndividual.from_individual(load_pickle(fname))\n\n def __call__(self, *x):\n return [tree(*x) for tree in self.parameterized_trees]\n\n def __len__(self):\n return sum(len(tree) for tree in self.parameterized_trees)\n\n def set_flat_parameters(self, params):\n n_used = 0\n for tree in self.parameterized_trees:\n for node in tree.in_order():\n node.set_params(list(params[n_used : n_used + 2]))\n n_used += 2\n\n def get_flat_parameters(self):\n params = []\n for tree in self.parameterized_trees:\n for node in tree.in_order():\n params += node.get_params()\n return np.array(params)"}]
| false
| null | null | null |
7c1dfdf1304b0b11fe75fef3682da8277a3d5207
|
TheStack--python--000.parquet
|
Complete this incomplete Pythoncode:Python code: # -*- coding: utf-8 -*- def before_request(): g.user = None if session.get('user_id'): g.user = User.query.get(session['user_id']) def home_subreddit(): logger.info(g.user) if g.get('user'): subreddit_subs = g.user.subreddit_subs.get('subs') subs = Thread.query.order_by(db.desc(Thread.hotness), db.desc(Thread.hotness)) \ .filter(Subreddit.name.in_(subreddit_subs)) else: subs = Thread.query.order_by(db.desc(Thread.hotness), db.desc(Thread.hotness)) return subs def get_subreddits(): """ Fetch user subreddits otherwise fetch a list of defaults """ if g.get('user'): subreddit_subs = g.user.subreddit_subs.get('subs') subreddits = Subreddit.query.filter(Subreddit.name.in_(subreddit_subs)) else: # Default set of subreddits subreddits = Subreddit.query.all() return subreddits def process_thread_paginator(trending=False, rs=None, subreddit=None, sort_type='hot'): """ abstracted because many sources pull from a thread listing source (subreddit permalink, homepage, etc) """ threads_per_page = 15 cur_page = request.args.get('page') or 1 cur_page = int(cur_page) thread_paginator = None ... code continues ...
|
Completion: Missing: Code truncated abruptly - unexpected end of file To complete: • Complete the truncated code structure Example continuation: # if we are passing in a resultset, that means we are just looking to # quickly paginate some arbitrary data, no sorting if rs: thread_paginator = rs.paginate(cur_page,
|
intermediate
|
api
|
incomplete_code
|
Pythoncode:Python
| 4
| 0
| 1,266
| false
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\n# -*- coding: utf-8 -*-\ndef before_request():\n g.user = None\n if session.get('user_id'):\n g.user = User.query.get(session['user_id'])\n\n\ndef home_subreddit():\n logger.info(g.user)\n if g.get('user'):\n subreddit_subs = g.user.subreddit_subs.get('subs')\n subs = Thread.query.order_by(db.desc(Thread.hotness), db.desc(Thread.hotness)) \\\n .filter(Subreddit.name.in_(subreddit_subs))\n else:\n subs = Thread.query.order_by(db.desc(Thread.hotness), db.desc(Thread.hotness))\n return subs\n\n\ndef get_subreddits():\n \"\"\"\n Fetch user subreddits otherwise fetch a list of defaults\n \"\"\"\n if g.get('user'):\n subreddit_subs = g.user.subreddit_subs.get('subs')\n subreddits = Subreddit.query.filter(Subreddit.name.in_(subreddit_subs))\n else:\n # Default set of subreddits\n subreddits = Subreddit.query.all()\n return subreddits\n\n\ndef process_thread_paginator(trending=False, rs=None, subreddit=None, sort_type='hot'):\n \"\"\"\n abstracted because many sources pull from a thread listing\n source (subreddit permalink, homepage, etc)\n \"\"\"\n threads_per_page = 15\n cur_page = request.args.get('page') or 1\n cur_page = int(cur_page)\n thread_paginator = None\n\n ... code continues ..."}, {"role": "assistant", "content": " Completion:\n\n Missing: Code truncated abruptly - unexpected end of file\n\n To complete:\n \u2022 Complete the truncated code structure\n\n Example continuation:\n\n # if we are passing in a resultset, that means we are just looking to\n # quickly paginate some arbitrary data, no sorting\n if rs:\n thread_paginator = rs.paginate(cur_page,"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
7c1e9749d62da31f126224b5dcf3c15abd4025bd
|
TheStack--python--000.parquet
|
Complete this Pythoncode:Python code: import pyttsx3 import datetime import speech_recognition as sr import wikipedia import webbrowser import os import smtplib engine = pyttsx3.init('sapi5') voices = engine.getProperty('voices') engine.setProperty('voice', voices[0].id) # To change the voice to female change 0 to 1. def speak(audio): engine.say(audio) engine.runAndWait() pass def take_command(): """ It takes microphone input from the user and returns a string :return: """ r = sr.Recognizer() with sr.Microphone() as source: print("Listening...") r.pause_threshold = 1.5 # It will wait 1.5 seconds to complete a sentence audio = r.listen(source) #Do read details try: print("Recognizing") query = r.recognize_google(audio,language='en-in') print(f'user said : {query}\n') except Exception as e: #print(e) print("Say that again please") return "None" return query def sendEmail(to,content): server =smtplib.SMTP('smtp.gmail.com',28) # server.connect("smtp.gmail.com",465) # server.ehlo() server.login('jayeshvijayesh@gmail.com','########') server.sendmail('jayeshvijayesh@gmail.com',to,content) server.close() def wish_me(): hour = int(datetime.datetime.now().hour) if hour >= 0 and hour < 12: speak("Good morning") elif hour >= 12 and hour < 18: speak("Good afternoon") else: speak("Good night") speak("I am JARVIS how can i help you") if __name__ == '__main__':
|
wish_me() while True: query =take_command().lower() if 'wikipedia' in query: speak("Searching wikipedia") query = query.replace('wikipedia','') results = wikipedia.summary(query,sentences=2)#To read more increase sentence to decrease sentence decreease sentence speak("According to wikipedia") #print(results) speak(results) elif 'open youtube' in query: # webbrowser.Chrome.open_new("youtube.com") webbrowser.open("youtube.com") elif "open google" in query: webbrowser.open("google.com") elif "play music" in query: music_dir = "D:\\vijayesh\\music" songs = os.listdir(music_dir) print(songs) os.startfile(os.path.join(music_dir,songs[1])) elif "the time" in query: strtime = datetime.datetime.now().strftime("%H:%M:%S") speak(f"The time is {strtime}") elif " open pycharm" in query: pycharmpath ="C:\\Program Files\\JetBrains\\PyCharm Community Edition 2021" os.startfile(pycharmpath) #elif "open command" in query: # filelocation = "path of the particular file like above" # os.startfile(filelocation) elif " email to vijayesh" or "email to vijesh" in query: try: speak("What should i say")#error present content = take_command() to = "jayeshvijayesh@gmail.com" sendEmail(to,content) speak("Email has been sent") exit() except Exception as e: print(e) speak("Sorry,I am not able to send this email") exit()
|
intermediate
|
api
|
code_completion
|
Pythoncode:Python
| 4
| 0
| 2,949
| true
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\nimport pyttsx3\r\nimport datetime\r\nimport speech_recognition as sr\r\nimport wikipedia\r\nimport webbrowser\r\nimport os\r\nimport smtplib\r\n\r\n\r\n\r\nengine = pyttsx3.init('sapi5')\r\nvoices = engine.getProperty('voices')\r\n\r\nengine.setProperty('voice', voices[0].id)\r\n\r\n\r\n# To change the voice to female change 0 to 1.\r\n\r\n\r\ndef speak(audio):\r\n\tengine.say(audio)\r\n\tengine.runAndWait()\r\n\tpass\r\n\r\n\r\ndef take_command():\r\n\t\"\"\"\r\n\tIt takes microphone input from the user and returns a string\r\n\r\n\t:return:\r\n\t\"\"\"\r\n\tr = sr.Recognizer()\r\n\twith sr.Microphone() as source:\r\n\t\tprint(\"Listening...\")\r\n\t\tr.pause_threshold = 1.5 # It will wait 1.5 seconds to complete a sentence\r\n\t\taudio = r.listen(source)\r\n\t\t#Do read details\r\n\ttry:\r\n\t\tprint(\"Recognizing\")\r\n\t\tquery = r.recognize_google(audio,language='en-in')\r\n\t\tprint(f'user said : {query}\\n')\r\n\r\n\texcept Exception as e:\r\n\t\t#print(e)\r\n\t\tprint(\"Say that again please\")\r\n\t\treturn \"None\"\r\n\treturn query\r\ndef sendEmail(to,content):\r\n\tserver =smtplib.SMTP('smtp.gmail.com',28)\r\n\t# server.connect(\"smtp.gmail.com\",465)\r\n\t# server.ehlo()\r\n\tserver.login('jayeshvijayesh@gmail.com','########')\r\n\tserver.sendmail('jayeshvijayesh@gmail.com',to,content)\r\n\tserver.close()\r\ndef wish_me():\r\n\thour = int(datetime.datetime.now().hour)\r\n\tif hour >= 0 and hour < 12:\r\n\t\tspeak(\"Good morning\")\r\n\telif hour >= 12 and hour < 18:\r\n\t\tspeak(\"Good afternoon\")\r\n\r\n\telse:\r\n\t\tspeak(\"Good night\")\r\n\tspeak(\"I am JARVIS how can i help you\")\r\n\r\n\r\nif __name__ == '__main__':"}, {"role": "assistant", "content": "\n\twish_me()\r\n\twhile True:\r\n\t\tquery =take_command().lower()\r\n\t\tif 'wikipedia' in query:\r\n\t\t\tspeak(\"Searching wikipedia\")\r\n\t\t\tquery = query.replace('wikipedia','')\r\n\t\t\tresults = wikipedia.summary(query,sentences=2)#To read more increase sentence to decrease sentence decreease sentence\r\n\t\t\tspeak(\"According to wikipedia\")\r\n\t\t\t#print(results)\r\n\t\t\tspeak(results)\r\n\t\telif 'open youtube' in query:\r\n\t\t\t# webbrowser.Chrome.open_new(\"youtube.com\")\r\n\t\t\twebbrowser.open(\"youtube.com\")\r\n\t\telif \"open google\" in query:\r\n\t\t\twebbrowser.open(\"google.com\")\r\n\r\n\r\n\t\telif \"play music\" in query:\r\n\t\t\tmusic_dir = \"D:\\\\vijayesh\\\\music\"\r\n\t\t\tsongs = os.listdir(music_dir)\r\n\t\t\tprint(songs)\r\n\t\t\tos.startfile(os.path.join(music_dir,songs[1]))\r\n\r\n\t\telif \"the time\" in query:\r\n\t\t\tstrtime = datetime.datetime.now().strftime(\"%H:%M:%S\")\r\n\t\t\tspeak(f\"The time is {strtime}\")\r\n\t\telif \" open pycharm\" in query:\r\n\t\t\tpycharmpath =\"C:\\\\Program Files\\\\JetBrains\\\\PyCharm Community Edition 2021\"\r\n\t\t\tos.startfile(pycharmpath)\r\n\t\t#elif \"open command\" in query:\r\n\t\t\t# filelocation = \"path of the particular file like above\"\r\n\t\t\t# os.startfile(filelocation)\r\n\t\telif \" email to vijayesh\" or \"email to vijesh\" in query:\r\n\t\t\ttry:\r\n\t\t\t\tspeak(\"What should i say\")#error present\r\n\t\t\t\tcontent = take_command()\r\n\t\t\t\tto = \"jayeshvijayesh@gmail.com\"\r\n\t\t\t\tsendEmail(to,content)\r\n\t\t\t\tspeak(\"Email has been sent\")\r\n\t\t\t\texit()\r\n\t\t\texcept Exception as e:\r\n\t\t\t\tprint(e)\r\n\t\t\t\tspeak(\"Sorry,I am not able to send this email\")\r\n\t\t\t\texit()"}]
| false
| null | null | null |
7c1ed9a736672c0c84e29905bebe37cc7b644280
|
TheStack--python--000.parquet
|
Fill in the in this Pythoncode:Python code: class TestV0alpha1Api(unittest.TestCase): """V0alpha1Api unit test stubs""" def setUp(self): self.api = V0alpha1Api() # noqa: E501 def tearDown(self): pass def test_admin_create_identity(self): """Test case for admin_create_identity Create an Identity # noqa: E501 """ pass def test_admin_create_self_service_recovery_link(self): """Test case for admin_create_self_service_recovery_link Create a Recovery Link # noqa: E501 """ pass def test_admin_delete_identity(self): """Test case for admin_delete_identity Delete an Identity # noqa: E501 """ pass def test_admin_get_identity(self): """Test case for admin_get_identity Get an Identity # noqa: E501 """ pass def test_admin_list_identities(self): """Test case for admin_list_identities List Identities # noqa: E501 """ pass def test_admin_update_identity(self): """Test case for admin_update_identity Update an Identity # noqa: E501 """ pass def test_create_self_service_logout_flow_url_for_browsers(self): """Test case for create_self_service_logout_flow_url_for_browsers Create a Logout URL for Browsers # noqa: E501 """ pass def test_get_json_schema(self): """Test case for get_json_schema # Complete this line """ pass def test_get_self_service_error(self): """Test case for get_self_service_error Get Self-Service Errors # noqa: E501 """ pass def test_get_self_service_login_flow(self): """Test case for get_self_service_login_flow Get Login Flow # noqa: E501 """ pass def test_get_self_service_recovery_flow(self): """Test case for get_self_service_recovery_flow Get Recovery Flow # noqa: E501 """ pass def test_get_self_service_registration_flow(self): """Test case for get_self_service_registration_flow Get Registration Flow # noqa: E501 """ pass def test_get_self_service_settings_flow(self): """Test case for get_self_service_settings_flow Get Settings Flow # noqa: E501 """ pass def test_get_self_service_verification_flow(self): """Test case for get_self_service_verification_flow Get Verification Flow # noqa: E501 """ pass def test_initialize_self_service_login_flow_for_browsers(self): """Test case for initialize_self_service_login_flow_for_browsers Initialize Login Flow for Browsers # noqa: E501 """ pass ... [17 more functiondefs truncated] ...
|
The missing line is:
|
advanced
|
testing
|
fill_in_the_blank
|
Pythoncode:Python
| 17
| 1
| 2,809
| false
|
[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\nclass TestV0alpha1Api(unittest.TestCase):\n \"\"\"V0alpha1Api unit test stubs\"\"\"\n\n def setUp(self):\n self.api = V0alpha1Api() # noqa: E501\n\n def tearDown(self):\n pass\n\n def test_admin_create_identity(self):\n \"\"\"Test case for admin_create_identity\n\n Create an Identity # noqa: E501\n \"\"\"\n pass\n\n def test_admin_create_self_service_recovery_link(self):\n \"\"\"Test case for admin_create_self_service_recovery_link\n\n Create a Recovery Link # noqa: E501\n \"\"\"\n pass\n\n def test_admin_delete_identity(self):\n \"\"\"Test case for admin_delete_identity\n\n Delete an Identity # noqa: E501\n \"\"\"\n pass\n\n def test_admin_get_identity(self):\n \"\"\"Test case for admin_get_identity\n\n Get an Identity # noqa: E501\n \"\"\"\n pass\n\n def test_admin_list_identities(self):\n \"\"\"Test case for admin_list_identities\n\n List Identities # noqa: E501\n \"\"\"\n pass\n\n def test_admin_update_identity(self):\n \"\"\"Test case for admin_update_identity\n\n Update an Identity # noqa: E501\n \"\"\"\n pass\n\n def test_create_self_service_logout_flow_url_for_browsers(self):\n \"\"\"Test case for create_self_service_logout_flow_url_for_browsers\n\n Create a Logout URL for Browsers # noqa: E501\n \"\"\"\n pass\n\n def test_get_json_schema(self):\n \"\"\"Test case for get_json_schema\n # Complete this line\n \"\"\"\n pass\n\n def test_get_self_service_error(self):\n \"\"\"Test case for get_self_service_error\n\n Get Self-Service Errors # noqa: E501\n \"\"\"\n pass\n\n def test_get_self_service_login_flow(self):\n \"\"\"Test case for get_self_service_login_flow\n\n Get Login Flow # noqa: E501\n \"\"\"\n pass\n\n def test_get_self_service_recovery_flow(self):\n \"\"\"Test case for get_self_service_recovery_flow\n\n Get Recovery Flow # noqa: E501\n \"\"\"\n pass\n\n def test_get_self_service_registration_flow(self):\n \"\"\"Test case for get_self_service_registration_flow\n\n Get Registration Flow # noqa: E501\n \"\"\"\n pass\n\n def test_get_self_service_settings_flow(self):\n \"\"\"Test case for get_self_service_settings_flow\n\n Get Settings Flow # noqa: E501\n \"\"\"\n pass\n\n def test_get_self_service_verification_flow(self):\n \"\"\"Test case for get_self_service_verification_flow\n\n Get Verification Flow # noqa: E501\n \"\"\"\n pass\n\n def test_initialize_self_service_login_flow_for_browsers(self):\n \"\"\"Test case for initialize_self_service_login_flow_for_browsers\n\n Initialize Login Flow for Browsers # noqa: E501\n \"\"\"\n pass\n\n\n ... [17 more functiondefs truncated] ..."}, {"role": "assistant", "content": "The missing line is:"}]
| false
| null | null | null |
7c1ee1ca0bd0d4b48cc0fd831915fd050efb4c03
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: from .grandexchange import GrandExchange, GameItemNotFound, GameItemParseError from .item imp
|
Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Detected Errors: • Invalid syntax at line 3: from .item imp Fix: Complete the truncated code structure
|
beginner
|
data_processing
|
error_detection
|
Pythoncode:Python
| 0
| 0
| 94
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nfrom .grandexchange import GrandExchange, GameItemNotFound, GameItemParseError\n\nfrom .item imp"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: HARD_CUT\n Error: SyntaxError / EOF\n\n Detected Errors:\n \u2022 Invalid syntax at line 3: from .item imp\n\n\n Fix: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
7c1fee26199f1ac314e850e76b7a8f652294de76
|
TheStack--python--000.parquet
|
Find the logical error in this Pythoncode:Python code: import pandas as pd import os import numpy as np import cv2 from utils import constants as const import matplotlib.pyplot as plt class DataLoader: def load_data(): ''' This function is handling the data loading or pre-processing :return: (xtrain, ytrain), (xtest, ytest) ''' print('**** Read data into DAugmentor ****') x_train = [] y_train = [] x_test = [] y_test = [] # setting the path to metadata path = const.PATH metadata_csv_path = os.path.join(path, const.FILE_METADATA) test_img_dir_path = os.path.join(path, const.DIR_TEST) train_img_dir_path = os.path.join(path, const.DIR_TRAIN) print(metadata_csv_path) # setting the path to train data x_train_path = os.path.join(path, const.DIR_TRAIN) print(x_train_path) # setting the path to train data x_test_path = os.path.join(path, const.DIR_TEST) # reading meta data file as dataframe df = pd.read_csv(metadata_csv_path, delimiter=',') # dataset format: # image_name # label # data_type data_type_row = df["data_type"].tolist() image_row = df["image_name"].tolist() label_row = df["label"].tolist() data_rows = len(data_type_row) for row in range(data_rows): if (data_type_row[row] == "TRAIN"): # setting the path of the current image img_path = os.path.join(train_img_dir_path, image_row[row]) # reading image image = cv2.imread(img_path, cv2.IMREAD_GRAYSCALE) # downscaling image to 28x28 image = cv2.resize(image, (128, 128)) x_train.append(image) print("Loaded: " + img_path) # extracting labels y_train.append(label_row[row]) if (data_type_row[row] == "TEST"): # setting the path of the current image img_path = os.path.join(test_img_dir_path, image_row[row]) # reading image image = cv2.imread(img_path, cv2.IMREAD_GRAYSCALE) # downscaling image to 28x28 image = cv2.resize(image, (128, 128)) x_test.append(image) print("Loaded: " + img_path) # extracting labels y_test.append(label_row[row]) xtrain = np.asarray(x_train) ytrain = np.asarray(y_train) xtest = np.asarray(x_test) ytest = np.asarray(y_test) print(x_train[0].shape) print(x_train[0].shape) print(xtrain[0].shape) print(x_test[0].shape) #(X_train, y_train), (X_test, y_test) return (xtrain, ytrain), (xtest, ytest)
|
Logical Error Analysis: Error Type: WRONG_OPERATOR Issue: Wrong logical operator Severity: CRITICAL Location: Line 12 Buggy code: This function is handling the data loading or pre-processing Should be: This function is handling the data loading and pre-processing Explanation: Wrong operator will cause logic error Fix: Change operator back to correct one
|
advanced
|
testing
|
logical_errors
|
Pythoncode:Python
| 1
| 1
| 2,837
| true
|
[{"role": "user", "content": "Find the logical error in this Pythoncode:Python code:\nimport pandas as pd\nimport os\nimport numpy as np\nimport cv2\nfrom utils import constants as const\nimport matplotlib.pyplot as plt\n\nclass DataLoader:\n\n def load_data():\n '''\n This function is handling the data loading or pre-processing\n\n :return: (xtrain, ytrain), (xtest, ytest)\n '''\n print('**** Read data into DAugmentor ****')\n\n x_train = []\n y_train = []\n x_test = []\n y_test = []\n\n # setting the path to metadata\n path = const.PATH\n\n metadata_csv_path = os.path.join(path, const.FILE_METADATA)\n test_img_dir_path = os.path.join(path, const.DIR_TEST)\n train_img_dir_path = os.path.join(path, const.DIR_TRAIN)\n print(metadata_csv_path)\n\n # setting the path to train data\n x_train_path = os.path.join(path, const.DIR_TRAIN)\n print(x_train_path)\n\n # setting the path to train data\n x_test_path = os.path.join(path, const.DIR_TEST)\n\n # reading meta data file as dataframe\n df = pd.read_csv(metadata_csv_path, delimiter=',')\n\n # dataset format:\n # image_name\n # label\n # data_type\n\n data_type_row = df[\"data_type\"].tolist()\n image_row = df[\"image_name\"].tolist()\n label_row = df[\"label\"].tolist()\n\n data_rows = len(data_type_row)\n\n for row in range(data_rows):\n if (data_type_row[row] == \"TRAIN\"):\n # setting the path of the current image\n img_path = os.path.join(train_img_dir_path, image_row[row])\n # reading image\n image = cv2.imread(img_path, cv2.IMREAD_GRAYSCALE)\n # downscaling image to 28x28\n image = cv2.resize(image, (128, 128))\n x_train.append(image)\n print(\"Loaded: \" + img_path)\n # extracting labels\n y_train.append(label_row[row])\n\n if (data_type_row[row] == \"TEST\"):\n # setting the path of the current image\n img_path = os.path.join(test_img_dir_path, image_row[row])\n # reading image\n image = cv2.imread(img_path, cv2.IMREAD_GRAYSCALE)\n # downscaling image to 28x28\n image = cv2.resize(image, (128, 128))\n x_test.append(image)\n print(\"Loaded: \" + img_path)\n # extracting labels\n y_test.append(label_row[row])\n\n xtrain = np.asarray(x_train)\n ytrain = np.asarray(y_train)\n xtest = np.asarray(x_test)\n ytest = np.asarray(y_test)\n\n print(x_train[0].shape)\n print(x_train[0].shape)\n\n print(xtrain[0].shape)\n print(x_test[0].shape)\n\n #(X_train, y_train), (X_test, y_test)\n return (xtrain, ytrain), (xtest, ytest)"}, {"role": "assistant", "content": " Logical Error Analysis:\n\n Error Type: WRONG_OPERATOR\n Issue: Wrong logical operator\n Severity: CRITICAL\n\n Location: Line 12\n\n Buggy code:\n This function is handling the data loading or pre-processing\n\n Should be:\n This function is handling the data loading and pre-processing\n\n Explanation: Wrong operator will cause logic error\n Fix: Change operator back to correct one"}]
| true
|
logical
|
WRONG_OPERATOR
|
CRITICAL
|
7c1ff3b3368700c34adbc70fc88801c1bc52b535
|
TheStack--python--000.parquet
|
Repair the syntax errors in this Pythoncode:Python code: from lexer import * import sys if len(sys.argv) != 2: print("usage: main.py file") else: lex = Lexer(sys.argv[1]) with open(sys.argv[1]) as f: while True: c = f.read(1 if not c: break print(lex.scan().toString())
|
Syntax Analysis: Syntax Errors Found: • Unclosed '(' at line 11 - expected ')' • SyntaxError: '(' was never closed at line 11 Fixes: • Add closing ')' bracket • Review code syntax
|
intermediate
|
machine_learning
|
syntax_repair
|
Pythoncode:Python
| 0
| 0
| 287
| true
|
[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\nfrom lexer import *\nimport sys\n\nif len(sys.argv) != 2:\n print(\"usage: main.py file\")\nelse:\n lex = Lexer(sys.argv[1])\n\n with open(sys.argv[1]) as f:\n while True:\n c = f.read(1\n if not c:\n break\n print(lex.scan().toString())"}, {"role": "assistant", "content": " Syntax Analysis:\n\n Syntax Errors Found:\n \u2022 Unclosed '(' at line 11 - expected ')'\n \u2022 SyntaxError: '(' was never closed at line 11\n\n Fixes:\n \u2022 Add closing ')' bracket\n \u2022 Review code syntax"}]
| true
|
syntax
|
MISSING_BRACKETS
|
MEDIUM
|
7c2027c5e127752f77dcae4527133dc870a9894e
|
TheStack--python--000.parquet
|
Repair the syntax errors in this Pythoncode:Python code: from django.core.urlresolvers import resolve from django.urls import reverse from django.test import TestCase, RequestFactory from django.http import HttpRequest, Http404 from django.contrib.auth.models import User from unittest import skip from users.models import University, Faculty, Department, UserProfile from cms.models import Topic from cms.views import get_topic class AccessRestriction(TestCase): def setUp(self): self.user = User.objects.create(username='test_username', email='tesssst@test.com', password='secr
|
Syntax Analysis: Syntax Errors Found: • Code truncated in middle of expression - unexpected EOF • Unterminated string literal at line 14 • Unclosed '(' at line 14 - expected ')' Fixes: • Complete the expression on the last line • Add closing quote at line 14 • Add closing ')' bracket
|
advanced
|
testing
|
syntax_repair
|
Pythoncode:Python
| 4
| 1
| 536
| true
|
[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\nfrom django.core.urlresolvers import resolve\nfrom django.urls import reverse\nfrom django.test import TestCase, RequestFactory\nfrom django.http import HttpRequest, Http404\nfrom django.contrib.auth.models import User\nfrom unittest import skip\nfrom users.models import University, Faculty, Department, UserProfile\nfrom cms.models import Topic\nfrom cms.views import get_topic\n\n\nclass AccessRestriction(TestCase):\n def setUp(self):\n self.user = User.objects.create(username='test_username', email='tesssst@test.com', password='secr"}, {"role": "assistant", "content": " Syntax Analysis:\n\n Syntax Errors Found:\n \u2022 Code truncated in middle of expression - unexpected EOF\n \u2022 Unterminated string literal at line 14\n \u2022 Unclosed '(' at line 14 - expected ')'\n\n Fixes:\n \u2022 Complete the expression on the last line\n \u2022 Add closing quote at line 14\n \u2022 Add closing ')' bracket"}]
| true
|
syntax
|
MID_STRING
|
CRITICAL
|
7c203ac0f48d46b7efacaa17d6e53845b02eb976
|
TheStack--python--000.parquet
|
Review this Pythoncode:Python code:
|
Code Review: Code looks good! Consider edge cases Add comprehensive tests
|
beginner
|
general
|
code_review
|
Pythoncode:Python
| 0
| 0
| 0
| false
|
[{"role": "user", "content": "Review this Pythoncode:Python code:"}, {"role": "assistant", "content": " Code Review:\n\n\n Code looks good!\n Consider edge cases\n Add comprehensive tests"}]
| false
| null | null | null |
7c20c3110a71ede08c1358d9822f7b43bb07338f
|
TheStack--python--000.parquet
|
Repair the syntax errors in this Pythoncode:Python code: import logging from typing import Dict from django.http import HttpRequest logger = logging.getLogger(__name__) class FeatureFlagProvider: def is_feature_enabled(self, feature_name: str, user_id: str = None, attributes: Dict = None): raise NotImplementedError("You must override FeatureFlagProvider.is_feature_enabled()") def _attributes_from_request(request: HttpRequest) -> Dict: if not request: return dict() attributes = dict() try: attributes["is_staff"] = request.user.is_staff return attributes except Exception: logger.exception( "Unexpected exception while trying to parse http-request for feature-attributes." ) return dict() def is_feature_enabled(feature_name: str, request: HttpRequest) -> bool: from django.conf import settings is_enabled = False attributes = _attributes_from_request(request) try: is_enabled = settings.FEATURE_FLAG_PROVIDER.is_feature_enabled( feature_name=feature_name, user_id="dontcare", attributes=attributes ) logger.info(f"Feature '{feature_name}' is enabled={is_enabled}") except Exception: logger.exception(f"Exception while trying to check feature-flag state for '{feature_name}'") return is_enabled
|
Syntax Analysis: Fixes: • Add docstring to class 'FeatureFlagProvider' • Add docstring to function 'is_feature_enabled'
|
advanced
|
api
|
syntax_repair
|
Pythoncode:Python
| 3
| 1
| 1,308
| true
|
[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\nimport logging\nfrom typing import Dict\n\nfrom django.http import HttpRequest\n\nlogger = logging.getLogger(__name__)\n\n\nclass FeatureFlagProvider:\n def is_feature_enabled(self, feature_name: str, user_id: str = None, attributes: Dict = None):\n raise NotImplementedError(\"You must override FeatureFlagProvider.is_feature_enabled()\")\n\n\ndef _attributes_from_request(request: HttpRequest) -> Dict:\n if not request:\n return dict()\n attributes = dict()\n try:\n attributes[\"is_staff\"] = request.user.is_staff\n return attributes\n except Exception:\n logger.exception(\n \"Unexpected exception while trying to parse http-request for feature-attributes.\"\n )\n return dict()\n\n\ndef is_feature_enabled(feature_name: str, request: HttpRequest) -> bool:\n from django.conf import settings\n is_enabled = False\n attributes = _attributes_from_request(request)\n try:\n is_enabled = settings.FEATURE_FLAG_PROVIDER.is_feature_enabled(\n feature_name=feature_name, user_id=\"dontcare\", attributes=attributes\n )\n logger.info(f\"Feature '{feature_name}' is enabled={is_enabled}\")\n except Exception:\n logger.exception(f\"Exception while trying to check feature-flag state for '{feature_name}'\")\n return is_enabled"}, {"role": "assistant", "content": " Syntax Analysis:\n\n\n Fixes:\n \u2022 Add docstring to class 'FeatureFlagProvider'\n \u2022 Add docstring to function 'is_feature_enabled'"}]
| true
|
syntax
|
BROKEN_INDENTATION
|
MEDIUM
|
7c21319778186a2abea07c3db5dcc502d14e209f
|
TheStack--python--000.parquet
|
Fix this broken Pythoncode:Python code: # -*- coding: utf-8 -*- ... [2 more f Error: SyntaxError / EOF
|
Fixed Code: # -*- coding: utf-8 -*- ... [2 more functiondefs truncated] ... Explanation: Complete the truncated code structure
|
beginner
|
general
|
error_fixing
|
Pythoncode:Python
| 0
| 0
| 45
| false
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\n# -*- coding: utf-8 -*-\n\n ... [2 more f\n\n Error: SyntaxError / EOF"}, {"role": "assistant", "content": " Fixed Code:\n\n\n# -*- coding: utf-8 -*-\n\n ... [2 more functiondefs truncated] ...\n\n Explanation: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
7c23d8601d0a15002cc4ed3c1cea741aa47089e1
|
TheStack--python--000.parquet
|
Fill in the in this Pythoncode:Python code: from collections import OrderedDict import torch import torch.nn as nn from torch_geometric.data.batch import Batch class GNN(nn.Module): def __init__(self, mp_steps, **config): super().__init__() self.mp_steps = mp_steps self.update_fns = self.assign_update_fns() self.readout_fns = self.assign_readout_fns() def assign_update_fns(self) -> OrderedDict: raise NotImplementedError def assign_readout_fns(self) -> dict: raise NotImplementedError def forward(self, batch: Batch, output_all_steps=True): edge_index = batch.edge_index sections = ( torch.bincount(batch.batch).tolist() if hasattr(batch, "batch") else None ) hiddens = self.initialize(batch) del batch # update attributes with update and aggregation step outputs = {element: [] for element in self.readout_fns.keys()} for step in range(self.mp_steps): hiddens = self.step(edge_index=edge_index, sections=sections, **hiddens) # Complete this line continue for element, readout_fn in self.readout_fns.items(): outputs[element].append(readout_fn(**hiddens)) return outputs def initialize(self, batch): hiddens = {} # initialize attributes trough embeddings and intialize lstm states to None for element in self.embeddings.keys(): embedding = self.embeddings[element](batch[f"{element}_input"]) hiddens.update( { f"{element}_input": embedding, f"{element}_embedding": embedding.clone(), f"{element}_lstm": None, } ) return hiddens def step(self, edge_index, sections, **hiddens): """ Perform a message passing step by propagating information and updating each element """ for element, update_fn in self.update_fns.items(): hiddens[f"{element}_embedding"], hiddens[f"{element}_lstm"] = update_fn( edge_index=edge_index, sections=sections, element=element, **hiddens ) return hiddens
|
The missing line is: if not output_all_steps and (step + 1) != self.mp_steps:
|
advanced
|
database
|
fill_in_the_blank
|
Pythoncode:Python
| 6
| 1
| 2,255
| true
|
[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\nfrom collections import OrderedDict\n\nimport torch\nimport torch.nn as nn\nfrom torch_geometric.data.batch import Batch\n\n\nclass GNN(nn.Module):\n def __init__(self, mp_steps, **config):\n super().__init__()\n self.mp_steps = mp_steps\n self.update_fns = self.assign_update_fns()\n self.readout_fns = self.assign_readout_fns()\n\n def assign_update_fns(self) -> OrderedDict:\n raise NotImplementedError\n\n def assign_readout_fns(self) -> dict:\n raise NotImplementedError\n\n def forward(self, batch: Batch, output_all_steps=True):\n\n edge_index = batch.edge_index\n sections = (\n torch.bincount(batch.batch).tolist() if hasattr(batch, \"batch\") else None\n )\n\n hiddens = self.initialize(batch)\n\n del batch\n\n # update attributes with update and aggregation step\n outputs = {element: [] for element in self.readout_fns.keys()}\n\n for step in range(self.mp_steps):\n hiddens = self.step(edge_index=edge_index, sections=sections, **hiddens)\n\n # Complete this line\n continue\n\n for element, readout_fn in self.readout_fns.items():\n outputs[element].append(readout_fn(**hiddens))\n\n return outputs\n\n def initialize(self, batch):\n hiddens = {}\n # initialize attributes trough embeddings and intialize lstm states to None\n for element in self.embeddings.keys():\n embedding = self.embeddings[element](batch[f\"{element}_input\"])\n hiddens.update(\n {\n f\"{element}_input\": embedding,\n f\"{element}_embedding\": embedding.clone(),\n f\"{element}_lstm\": None,\n }\n )\n return hiddens\n\n def step(self, edge_index, sections, **hiddens):\n \"\"\"\n Perform a message passing step by propagating information and updating each element\n \"\"\"\n for element, update_fn in self.update_fns.items():\n hiddens[f\"{element}_embedding\"], hiddens[f\"{element}_lstm\"] = update_fn(\n edge_index=edge_index, sections=sections, element=element, **hiddens\n )\n\n return hiddens"}, {"role": "assistant", "content": "The missing line is:\n if not output_all_steps and (step + 1) != self.mp_steps:"}]
| false
| null | null | null |
7c241e9ea6651f1832b530bacf0b946a3f610e8c
|
TheStack--python--000.parquet
|
Fill in the in this Pythoncode:Python code: import math import torch import torch.nn as nn from torch.nn.modules.module import Module from GNN.GCN_layer import GraphConvolution class GraphResConvolution(Module): """ Simple GCN layer, similar to https://arxiv.org/abs/1609.02907 """ def __init__(self, state_dim, name=''): super(GraphResConvolution, self).__init__() self.state_dim = state_dim self.gcn_1 = GraphConvolution(state_dim, '%s_1' % name) self.gcn_2 = GraphConvolution(state_dim, '%s_2' % name) self.relu1 = nn.ReLU() self.relu2 = nn.ReLU() # Complete this line self.name = name def forward(self, input, adj): output_1 = self.gcn_1(input, adj) output_1_relu = self.relu1(output_1) output_2 = self.gcn_2(output_1_relu, adj) output_2_res = output_2 + input output = self.relu2(output_2_res) return output def __repr__(self): return self.__class__.__name__ + ' (' + self.name + ')'
|
The missing line is:
|
advanced
|
api
|
fill_in_the_blank
|
Pythoncode:Python
| 3
| 1
| 977
| true
|
[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\nimport math\n\nimport torch\nimport torch.nn as nn\nfrom torch.nn.modules.module import Module\nfrom GNN.GCN_layer import GraphConvolution\n\nclass GraphResConvolution(Module):\n \"\"\"\n Simple GCN layer, similar to https://arxiv.org/abs/1609.02907\n \"\"\"\n\n def __init__(self, state_dim, name=''):\n super(GraphResConvolution, self).__init__()\n self.state_dim = state_dim\n\n self.gcn_1 = GraphConvolution(state_dim, '%s_1' % name)\n self.gcn_2 = GraphConvolution(state_dim, '%s_2' % name)\n\n self.relu1 = nn.ReLU()\n self.relu2 = nn.ReLU()\n # Complete this line\n self.name = name\n\n def forward(self, input, adj):\n\n output_1 = self.gcn_1(input, adj)\n output_1_relu = self.relu1(output_1)\n\n output_2 = self.gcn_2(output_1_relu, adj)\n\n output_2_res = output_2 + input\n\n output = self.relu2(output_2_res)\n\n return output\n\n\n\n def __repr__(self):\n return self.__class__.__name__ + ' (' + self.name + ')'"}, {"role": "assistant", "content": "The missing line is:"}]
| false
| null | null | null |
7c247e4df77036ee1f8b8a7c4396fc03bed606ad
|
TheStack--python--000.parquet
|
Debug this Pythoncode:Python code: #!/usr/bin/env python3 from __future__ import print_function import os import re import sys from datetime import datetime from math import ceil from mtools.util.input_source import InputSource from mtools.util.logevent import LogEvent class LogFile(InputSource): """Log file wrapper class. Handles open file streams or stdin.""" def __init__(self, filehandle): """Provide logfile as open file stream or stdin.""" self.filehandle = filehandle self.name = filehandle.name self.from_stdin = filehandle.name == "<stdin>" self._bounds_calculated = False self._start = None self._end = None self._filesize = None self._num_lines = None self._restarts = None self._binary = None self._timezone = None self._hostname = None self._port = None self._rs_state = None self._repl_set = None self._repl_set_members = None self._repl_set_version = None self._repl_set_protocol = None self._storage_engine = None self._datetime_format = None self._year_rollover = None self._shards = None self._csrs = None self._chunks_moved_from = None self._chunks_moved_to = None self._chunk_splits = None # Track previous file position for loop detection in _find_curr_line() self.prev_pos = None self._has_level = None # make sure bounds are calculated before starting to iterate, # including potential year rollovers self._calculate_bounds() @property def start(self): """ Lazy evaluation of start and end of logfile. Returns None for stdin input currently. """ if not self._start: self._calculate_bounds() return self._start @property def end(self): """ Lazy evaluation of start and end of logfile. Returns None for stdin input currently. """ if not self._end: self._calculate_bounds() return self._end @property def timezone(self): """Lazy evaluation of timezone of logfile.""" if not self._timezone: self._calculate_bounds() return self._timezone @property def filesize(self): """ Lazy evaluation of start and end of logfile. Returns None for stdin input currently. """ if self.from_stdin: return None if not self._filesize: self._calculate_bounds() return self._filesize @property def datetime_format(self): """Lazy evaluation of the datetime format.""" if not self._datetime_format: self._calculate_bounds() return self._datetime_format @property ... [28 more functiondefs truncated] ...
|
Code analysis results: 🔴 Errors found: Code truncated in middle of expression - unexpected EOF Unterminated string literal at line 64 IndentationError at line 113 ⚠️ Warnings: Unexpected indentation at line 20 Unexpected indentation at line 21 Unexpected indentation at line 24 Unexpected indentation at line 25 💡 Suggestions: Complete the expression on the last line Add closing quote at line 64 Fix indentation to match Python syntax rules
|
advanced
|
database
|
debugging
|
Pythoncode:Python
| 6
| 1
| 2,886
| true
|
[{"role": "user", "content": "Debug this Pythoncode:Python code:\n#!/usr/bin/env python3\n\nfrom __future__ import print_function\n\nimport os\nimport re\nimport sys\nfrom datetime import datetime\nfrom math import ceil\n\nfrom mtools.util.input_source import InputSource\nfrom mtools.util.logevent import LogEvent\n\n\nclass LogFile(InputSource):\n \"\"\"Log file wrapper class. Handles open file streams or stdin.\"\"\"\n\n def __init__(self, filehandle):\n \"\"\"Provide logfile as open file stream or stdin.\"\"\"\n self.filehandle = filehandle\n self.name = filehandle.name\n\n self.from_stdin = filehandle.name == \"<stdin>\"\n self._bounds_calculated = False\n self._start = None\n self._end = None\n self._filesize = None\n self._num_lines = None\n self._restarts = None\n self._binary = None\n self._timezone = None\n self._hostname = None\n self._port = None\n self._rs_state = None\n\n self._repl_set = None\n self._repl_set_members = None\n self._repl_set_version = None\n self._repl_set_protocol = None\n\n self._storage_engine = None\n\n self._datetime_format = None\n self._year_rollover = None\n\n self._shards = None\n self._csrs = None\n\n self._chunks_moved_from = None\n self._chunks_moved_to = None\n self._chunk_splits = None\n\n # Track previous file position for loop detection in _find_curr_line()\n self.prev_pos = None\n\n self._has_level = None\n\n # make sure bounds are calculated before starting to iterate,\n # including potential year rollovers\n self._calculate_bounds()\n\n @property\n def start(self):\n \"\"\"\n Lazy evaluation of start and end of logfile.\n\n Returns None for stdin input currently.\n \"\"\"\n if not self._start:\n self._calculate_bounds()\n return self._start\n\n @property\n def end(self):\n \"\"\"\n Lazy evaluation of start and end of logfile.\n\n Returns None for stdin input currently.\n \"\"\"\n if not self._end:\n self._calculate_bounds()\n return self._end\n\n @property\n def timezone(self):\n \"\"\"Lazy evaluation of timezone of logfile.\"\"\"\n if not self._timezone:\n self._calculate_bounds()\n return self._timezone\n\n @property\n def filesize(self):\n \"\"\"\n Lazy evaluation of start and end of logfile.\n\n Returns None for stdin input currently.\n \"\"\"\n if self.from_stdin:\n return None\n if not self._filesize:\n self._calculate_bounds()\n return self._filesize\n\n @property\n def datetime_format(self):\n \"\"\"Lazy evaluation of the datetime format.\"\"\"\n if not self._datetime_format:\n self._calculate_bounds()\n return self._datetime_format\n\n @property\n\n ... [28 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Code analysis results:\n\n\n\ud83d\udd34 Errors found:\n Code truncated in middle of expression - unexpected EOF\n Unterminated string literal at line 64\n IndentationError at line 113\n\n\u26a0\ufe0f Warnings:\n Unexpected indentation at line 20\n Unexpected indentation at line 21\n Unexpected indentation at line 24\n Unexpected indentation at line 25\n\n\ud83d\udca1 Suggestions:\n Complete the expression on the last line\n Add closing quote at line 64\n Fix indentation to match Python syntax rules"}]
| false
| null | null | null |
7c24dd7d64e797088cd127f5acf19696ee37ca0f
|
TheStack--python--000.parquet
|
Fill in the in this Pythoncode:Python code: """ SVG export test """ import test import pyqtgraph as pg app = pg.mkQApp() class SVGTest(test.TestCase): #def test_plotscene(self): #pg.setConfigOption('foreground', (0,0,0)) #w = pg.GraphicsWindow() #w.show() #p1 = w.addPlot() #p2 = w.addPlot() #p1.plot([1,3,2,3,1,6,9,8,4,2,3,5,3], pen={'color':'k'}) #p1.setXRange(0,5) #p2.plot([1,5,2,3,4,6,1,2,4,2,3,5,3], pen={'color':'k', 'cosmetic':False, 'width': 0.3}) #app.processEvents() #app.processEvents() #ex = pg.exporters.SVGExporter.SVGExporter(w.scene()) #ex.export(fileName='test.svg') def test_simple(self): scene = pg.QtGui.QGraphicsScene() #rect = pg.QtGui.QGraphicsRectItem(0, 0, 100, 100) #scene.addItem(rect) #rect.setPos(20,20) #rect.translate(50, 50) #rect.rotate(30) #rect.scale(0.5, 0.5) # Complete this line #rect1 = pg.QtGui.QGraphicsRectItem(0, 0, 100, 100) #rect1.setParentItem(rect) #rect1.setFlag(rect1.ItemIgnoresTransformations) #rect1.setPos(20, 20) #rect1.scale(2,2) #el1 = pg.QtGui.QGraphicsEllipseItem(0, 0, 100, 100) #el1.setParentItem(rect1) ##grp = pg.ItemGroup() #grp.setParentItem(rect) #grp.translate(200,0) ##grp.rotate(30) #rect2 = pg.QtGui.QGraphicsRectItem(0, 0, 100, 25) #rect2.setFlag(rect2.ItemClipsChildrenToShape) #rect2.setParentItem(grp) #rect2.setPos(0,25) #rect2.rotate(30) #el = pg.QtGui.QGraphicsEllipseItem(0, 0, 100, 50) #el.translate(10,-5) #el.scale(0.5,2) #el.setParentItem(rect2) grp2 = pg.ItemGroup() scene.addItem(grp2) grp2.scale(100,100) rect3 = pg.QtGui.QGraphicsRectItem(0,0,2,2) rect3.setPen(pg.mkPen(width=1, cosmetic=False)) grp2.addItem(rect3) ex = pg.exporters.SVGExporter.SVGExporter(scene) ex.export(fileName='test.svg') if __name__ == '__main__': test.unittest.main()
|
The missing line is:
|
advanced
|
testing
|
fill_in_the_blank
|
Pythoncode:Python
| 1
| 1
| 2,136
| true
|
[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\n\"\"\"\nSVG export test\n\"\"\"\nimport test\nimport pyqtgraph as pg\napp = pg.mkQApp()\n\nclass SVGTest(test.TestCase):\n #def test_plotscene(self):\n #pg.setConfigOption('foreground', (0,0,0))\n #w = pg.GraphicsWindow()\n #w.show() \n #p1 = w.addPlot()\n #p2 = w.addPlot()\n #p1.plot([1,3,2,3,1,6,9,8,4,2,3,5,3], pen={'color':'k'})\n #p1.setXRange(0,5)\n #p2.plot([1,5,2,3,4,6,1,2,4,2,3,5,3], pen={'color':'k', 'cosmetic':False, 'width': 0.3})\n #app.processEvents()\n #app.processEvents()\n \n #ex = pg.exporters.SVGExporter.SVGExporter(w.scene())\n #ex.export(fileName='test.svg')\n\n\n def test_simple(self):\n scene = pg.QtGui.QGraphicsScene()\n #rect = pg.QtGui.QGraphicsRectItem(0, 0, 100, 100)\n #scene.addItem(rect)\n #rect.setPos(20,20)\n #rect.translate(50, 50)\n #rect.rotate(30)\n #rect.scale(0.5, 0.5)\n # Complete this line\n #rect1 = pg.QtGui.QGraphicsRectItem(0, 0, 100, 100)\n #rect1.setParentItem(rect)\n #rect1.setFlag(rect1.ItemIgnoresTransformations)\n #rect1.setPos(20, 20)\n #rect1.scale(2,2)\n \n #el1 = pg.QtGui.QGraphicsEllipseItem(0, 0, 100, 100)\n #el1.setParentItem(rect1)\n ##grp = pg.ItemGroup()\n #grp.setParentItem(rect)\n #grp.translate(200,0)\n ##grp.rotate(30)\n \n #rect2 = pg.QtGui.QGraphicsRectItem(0, 0, 100, 25)\n #rect2.setFlag(rect2.ItemClipsChildrenToShape)\n #rect2.setParentItem(grp)\n #rect2.setPos(0,25)\n #rect2.rotate(30)\n #el = pg.QtGui.QGraphicsEllipseItem(0, 0, 100, 50)\n #el.translate(10,-5)\n #el.scale(0.5,2)\n #el.setParentItem(rect2)\n \n grp2 = pg.ItemGroup()\n scene.addItem(grp2)\n grp2.scale(100,100)\n \n rect3 = pg.QtGui.QGraphicsRectItem(0,0,2,2)\n rect3.setPen(pg.mkPen(width=1, cosmetic=False))\n grp2.addItem(rect3)\n \n ex = pg.exporters.SVGExporter.SVGExporter(scene)\n ex.export(fileName='test.svg')\n \n\nif __name__ == '__main__':\n test.unittest.main()"}, {"role": "assistant", "content": "The missing line is:"}]
| false
| null | null | null |
7c26833e5360e6495c23a5b485ec7547b6bafa06
|
TheStack--python--000.parquet
|
Fill in the in this Pythoncode:Python code: EVENT_SCHEDULER_STARTED = EVENT_SCHEDULER_START = 2 ** 0 EVENT_SCHEDULER_SHUTDOWN = 2 ** 1 EVENT_SCHEDULER_PAUSED = 2 ** 2 EVENT_SCHEDULER_RESUMED = 2 ** 3 EVENT_EXECUTOR_ADDED = 2 ** 4 EVENT_EXECUTOR_REMOVED = 2 ** 5 EVENT_JOBSTORE_ADDED = 2 ** 6 EVENT_JOBSTORE_REMOVED = 2 ** 7 EVENT_ALL_JOBS_REMOVED = 2 ** 8 # Complete this line EVENT_JOB_REMOVED = 2 ** 10 EVENT_JOB_MODIFIED = 2 ** 11 EVENT_JOB_EXECUTED = 2 ** 12 EVENT_JOB_ERROR = 2 ** 13 EVENT_JOB_MISSED = 2 ** 14 EVENT_JOB_SUBMITTED = 2 ** 15 EVENT_JOB_MAX_INSTANCES = 2 ** 16 EVENT_ALL = (EVENT_SCHEDULER_STARTED | EVENT_SCHEDULER_SHUTDOWN | EVENT_SCHEDULER_PAUSED | EVENT_SCHEDULER_RESUMED | EVENT_EXECUTOR_ADDED | EVENT_EXECUTOR_REMOVED | EVENT_JOBSTORE_ADDED | EVENT_JOBSTORE_REMOVED | EVENT_ALL_JOBS_REMOVED | EVENT_JOB_ADDED | EVENT_JOB_REMOVED | EVENT_JOB_MODIFIED | EVENT_JOB_EXECUTED | EVENT_JOB_ERROR | EVENT_JOB_MISSED | EVENT_JOB_SUBMITTED | EVENT_JOB_MAX_INSTANCES)
|
The missing line is: EVENT_JOB_ADDED = 2 ** 9
|
intermediate
|
general
|
fill_in_the_blank
|
Pythoncode:Python
| 0
| 0
| 993
| false
|
[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\nEVENT_SCHEDULER_STARTED = EVENT_SCHEDULER_START = 2 ** 0\nEVENT_SCHEDULER_SHUTDOWN = 2 ** 1\nEVENT_SCHEDULER_PAUSED = 2 ** 2\nEVENT_SCHEDULER_RESUMED = 2 ** 3\nEVENT_EXECUTOR_ADDED = 2 ** 4\nEVENT_EXECUTOR_REMOVED = 2 ** 5\nEVENT_JOBSTORE_ADDED = 2 ** 6\nEVENT_JOBSTORE_REMOVED = 2 ** 7\nEVENT_ALL_JOBS_REMOVED = 2 ** 8\n # Complete this line\nEVENT_JOB_REMOVED = 2 ** 10\nEVENT_JOB_MODIFIED = 2 ** 11\nEVENT_JOB_EXECUTED = 2 ** 12\nEVENT_JOB_ERROR = 2 ** 13\nEVENT_JOB_MISSED = 2 ** 14\nEVENT_JOB_SUBMITTED = 2 ** 15\nEVENT_JOB_MAX_INSTANCES = 2 ** 16\nEVENT_ALL = (EVENT_SCHEDULER_STARTED | EVENT_SCHEDULER_SHUTDOWN | EVENT_SCHEDULER_PAUSED |\n EVENT_SCHEDULER_RESUMED | EVENT_EXECUTOR_ADDED | EVENT_EXECUTOR_REMOVED |\n EVENT_JOBSTORE_ADDED | EVENT_JOBSTORE_REMOVED | EVENT_ALL_JOBS_REMOVED |\n EVENT_JOB_ADDED | EVENT_JOB_REMOVED | EVENT_JOB_MODIFIED | EVENT_JOB_EXECUTED |\n EVENT_JOB_ERROR | EVENT_JOB_MISSED | EVENT_JOB_SUBMITTED | EVENT_JOB_MAX_INSTANCES)"}, {"role": "assistant", "content": "The missing line is:\nEVENT_JOB_ADDED = 2 ** 9"}]
| false
| null | null | null |
7c26b3633189c7cbd7b00d1addad30f94587f9ec
|
TheStack--python--000.parquet
|
Review this Pythoncode:Python code: # Copyright (c) 2021 Project CHIP Authors # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, software # distributed under the License is distributed on an "AS IS" BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. import os from itertools import combinations from typing import List from builders.ameba import AmebaApp, AmebaBoard, AmebaBuilder from builders.android import AndroidApp, AndroidBoard, AndroidBuilder from builders.cc13x2x7_26x2x7 import cc13x2x7_26x2x7App, cc13x2x7_26x2x7Builder from builders.cyw30739 import Cyw30739App, Cyw30739Board, Cyw30739Builder from builders.efr32 import Efr32App, Efr32Board, Efr32Builder from builders.esp32 import Esp32App, Esp32Board, Esp32Builder from builders.host import HostApp, HostBoard, HostBuilder from builders.infineon import InfineonApp, InfineonBoard, InfineonBuilder from builders.k32w import K32WApp, K32WBuilder from builders.mbed import MbedApp, MbedBoard, MbedBuilder, MbedProfile from builders.nrf import NrfApp, NrfBoard, NrfConnectBuilder from builders.qpg import QpgApp, QpgBoard, QpgBuilder from builders.telink import TelinkApp, TelinkBoard, TelinkBuilder from builders.tizen import TizenApp, TizenBoard, TizenBuilder from builders.bl602 import Bl602App, Bl602Board, Bl602Builder from builders.imx import IMXApp, IMXBuilder class Target: """Represents a build target: Has a name identifier plus parameters on how to build it (what builder class to use and what arguments are required to produce the specified build) """ def __init__(self, name, builder_class, **kwargs): self.name = name self.builder_class = builder_class self.glob_blacklist_reason = None self.create_kw_args = kwargs def Clone(self): """Creates a clone of self.""" clone = Target(self.name, self.builder_class, **self.create_kw_args.copy()) clone.glob_blacklist_reason = self.glob_blacklist_reason return clone def Extend(self, suffix, **kargs): """Creates a clone of the current object extending its build parameters. Arguments: suffix: appended with a "-" as separator to the clone name **kargs: arguments needed to produce the new build variant """ clone = self.Clone() clone.name += "-" + suffix clone.create_kw_args.update(kargs) return clone ... [33 more functiondefs truncated] ...
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Code Review: ❌ Critical issues: Code truncated in middle of expression - unexpected EOF Unterminated string literal at line 38 Invalid syntax at line 72: ... [33 more functiondefs truncated] ... ⚠️ Code quality: Unexpected indentation at line 40 Unexpected indentation at line 41 Unexpected indentation at line 42 Unexpected indentation at line 46 Unexpected indentation at line 47 Unexpected indentation at line 55 Unexpected indentation at line 56 Unexpected indentation at line 62 Unexpected indentation at line 64 Unexpected indentation at line 65 Unexpected indentation at line 66 Unexpected indentation at line 67 Unexpected indentation at line 68 Unexpected indentation at line 69 ✨ Improvements: Complete the expression on the last line Add closing quote at line 38 Review syntax near the error location
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advanced
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api
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code_review
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Pythoncode:Python
| 3
| 1
| 2,823
| true
|
[{"role": "user", "content": "Review this Pythoncode:Python code:\n# Copyright (c) 2021 Project CHIP Authors\n#\n# Licensed under the Apache License, Version 2.0 (the \"License\");\n# you may not use this file except in compliance with the License.\n# You may obtain a copy of the License at\n#\n# http://www.apache.org/licenses/LICENSE-2.0\n#\n# Unless required by applicable law or agreed to in writing, software\n# distributed under the License is distributed on an \"AS IS\" BASIS,\n# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.\n# See the License for the specific language governing permissions and\n# limitations under the License.\n\nimport os\nfrom itertools import combinations\nfrom typing import List\n\nfrom builders.ameba import AmebaApp, AmebaBoard, AmebaBuilder\nfrom builders.android import AndroidApp, AndroidBoard, AndroidBuilder\nfrom builders.cc13x2x7_26x2x7 import cc13x2x7_26x2x7App, cc13x2x7_26x2x7Builder\nfrom builders.cyw30739 import Cyw30739App, Cyw30739Board, Cyw30739Builder\nfrom builders.efr32 import Efr32App, Efr32Board, Efr32Builder\nfrom builders.esp32 import Esp32App, Esp32Board, Esp32Builder\nfrom builders.host import HostApp, HostBoard, HostBuilder\nfrom builders.infineon import InfineonApp, InfineonBoard, InfineonBuilder\nfrom builders.k32w import K32WApp, K32WBuilder\nfrom builders.mbed import MbedApp, MbedBoard, MbedBuilder, MbedProfile\nfrom builders.nrf import NrfApp, NrfBoard, NrfConnectBuilder\nfrom builders.qpg import QpgApp, QpgBoard, QpgBuilder\nfrom builders.telink import TelinkApp, TelinkBoard, TelinkBuilder\nfrom builders.tizen import TizenApp, TizenBoard, TizenBuilder\nfrom builders.bl602 import Bl602App, Bl602Board, Bl602Builder\nfrom builders.imx import IMXApp, IMXBuilder\n\n\nclass Target:\n \"\"\"Represents a build target:\n Has a name identifier plus parameters on how to build it (what\n builder class to use and what arguments are required to produce\n the specified build)\n \"\"\"\n\n def __init__(self, name, builder_class, **kwargs):\n self.name = name\n self.builder_class = builder_class\n self.glob_blacklist_reason = None\n\n self.create_kw_args = kwargs\n\n def Clone(self):\n \"\"\"Creates a clone of self.\"\"\"\n\n clone = Target(self.name, self.builder_class,\n **self.create_kw_args.copy())\n clone.glob_blacklist_reason = self.glob_blacklist_reason\n\n return clone\n\n def Extend(self, suffix, **kargs):\n \"\"\"Creates a clone of the current object extending its build parameters.\n Arguments:\n suffix: appended with a \"-\" as separator to the clone name\n **kargs: arguments needed to produce the new build variant\n \"\"\"\n clone = self.Clone()\n clone.name += \"-\" + suffix\n clone.create_kw_args.update(kargs)\n return clone\n\n\n ... [33 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Code Review:\n\n\n\u274c Critical issues:\n Code truncated in middle of expression - unexpected EOF\n Unterminated string literal at line 38\n Invalid syntax at line 72: ... [33 more functiondefs truncated] ...\n\n\n\u26a0\ufe0f Code quality:\n Unexpected indentation at line 40\n Unexpected indentation at line 41\n Unexpected indentation at line 42\n Unexpected indentation at line 46\n Unexpected indentation at line 47\n Unexpected indentation at line 55\n Unexpected indentation at line 56\n Unexpected indentation at line 62\n Unexpected indentation at line 64\n Unexpected indentation at line 65\n Unexpected indentation at line 66\n Unexpected indentation at line 67\n Unexpected indentation at line 68\n Unexpected indentation at line 69\n\n\u2728 Improvements:\n Complete the expression on the last line\n Add closing quote at line 38\n Review syntax near the error location"}]
| false
| null | null | null |
7c272bc2beff83ce709b4ecff735eaf333a85378
|
TheStack--python--000.parquet
|
Explain this Pythoncode:Python code: def load_data_from_npy(filename): """Load and return the training data from a npy file.""" return np.load(filename) def load_data_from_npz(filename): """Load and return the training data from a npz file (sparse format).""" with np.load(filename) as f: data = np.zeros(f['shape'], np.bool_) data[[x for x in f['nonzero']]] = True return data def load_data(data_source, data_filename): """Load and return the training data.""" if data_source == 'sa': import SharedArray as sa return sa.attach(data_filename) if data_source == 'npy': return load_data_from_npy(data_filename) if data_source == 'npz': return load_data_from_npz(data_filename) raise ValueError("Expect `data_source` to be one of 'sa', 'npy', 'npz'. " "But get " + str(data_source)) # --- Dataset Utilities ------------------------------------------------------- def random_transpose(pianoroll): """Randomly transpose a pianoroll with [-5, 6] semitones.""" semitone = np.random.randint(-5, 6) if semitone > 0: pianoroll[:, semitone:, 1:] = pianoroll[:, :-semitone, 1:] pianoroll[:, :semitone, 1:] = 0 elif semitone < 0: pianoroll[:, :semitone, 1:] = pianoroll[:, -semitone:, 1:] pianoroll[:, semitone:, 1:] = 0 return pianoroll def set_pianoroll_shape(pianoroll, data_shape): """Set the pianoroll shape and return the pianoroll.""" pianoroll.set_shape(data_shape) return pianoroll def set_label_shape(label): """Set the label shape and return the label.""" label.set_shape([1]) return label # --- Sampler ------------------------------------------------------------------ def get_samples(n_samples, data, labels=None, use_random_transpose=False): """Return some random samples of the training data.""" indices = np.random.choice(len(data), n_samples, False) if np.issubdtype(data.dtype, np.bool_): sample_data = data[indices] * 2. - 1. else: sample_data = data[indices] if use_random_transpose: sample_data = np.array([random_transpose(x) for x in sample_data]) if labels is None: return sample_data return sample_data, labels[indices] # --- Tensorflow Dataset ------------------------------------------------------- def _gen_data(data, labels=None): """Data Generator.""" if labels is None: for item in data: if np.issubdtype(data.dtype, np.bool_): yield item * 2. - 1. else: yield item else: for i, item in enumerate(data): if np.issubdtype(data.dtype, np.bool_): yield (item * 2. - 1., labels[i]) else: yield (item, labels[i]) ... [1 more functiondefs truncated] ...
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Functions: load_data_from_npy, load_data_from_npz, load_data, random_transpose, set_pianoroll_shape This code demonstrates Pythoncode:Python programming.
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advanced
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database
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code_explanation
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Pythoncode:Python
| 8
| 0
| 2,830
| true
|
[{"role": "user", "content": "Explain this Pythoncode:Python code:\ndef load_data_from_npy(filename):\n \"\"\"Load and return the training data from a npy file.\"\"\"\n return np.load(filename)\n\ndef load_data_from_npz(filename):\n \"\"\"Load and return the training data from a npz file (sparse format).\"\"\"\n with np.load(filename) as f:\n data = np.zeros(f['shape'], np.bool_)\n data[[x for x in f['nonzero']]] = True\n return data\n\ndef load_data(data_source, data_filename):\n \"\"\"Load and return the training data.\"\"\"\n if data_source == 'sa':\n import SharedArray as sa\n return sa.attach(data_filename)\n if data_source == 'npy':\n return load_data_from_npy(data_filename)\n if data_source == 'npz':\n return load_data_from_npz(data_filename)\n raise ValueError(\"Expect `data_source` to be one of 'sa', 'npy', 'npz'. \"\n \"But get \" + str(data_source))\n\n# --- Dataset Utilities -------------------------------------------------------\ndef random_transpose(pianoroll):\n \"\"\"Randomly transpose a pianoroll with [-5, 6] semitones.\"\"\"\n semitone = np.random.randint(-5, 6)\n if semitone > 0:\n pianoroll[:, semitone:, 1:] = pianoroll[:, :-semitone, 1:]\n pianoroll[:, :semitone, 1:] = 0\n elif semitone < 0:\n pianoroll[:, :semitone, 1:] = pianoroll[:, -semitone:, 1:]\n pianoroll[:, semitone:, 1:] = 0\n return pianoroll\n\ndef set_pianoroll_shape(pianoroll, data_shape):\n \"\"\"Set the pianoroll shape and return the pianoroll.\"\"\"\n pianoroll.set_shape(data_shape)\n return pianoroll\n\ndef set_label_shape(label):\n \"\"\"Set the label shape and return the label.\"\"\"\n label.set_shape([1])\n return label\n\n# --- Sampler ------------------------------------------------------------------\ndef get_samples(n_samples, data, labels=None, use_random_transpose=False):\n \"\"\"Return some random samples of the training data.\"\"\"\n indices = np.random.choice(len(data), n_samples, False)\n if np.issubdtype(data.dtype, np.bool_):\n sample_data = data[indices] * 2. - 1.\n else:\n sample_data = data[indices]\n if use_random_transpose:\n sample_data = np.array([random_transpose(x) for x in sample_data])\n if labels is None:\n return sample_data\n return sample_data, labels[indices]\n\n# --- Tensorflow Dataset -------------------------------------------------------\ndef _gen_data(data, labels=None):\n \"\"\"Data Generator.\"\"\"\n if labels is None:\n for item in data:\n if np.issubdtype(data.dtype, np.bool_):\n yield item * 2. - 1.\n else:\n yield item\n else:\n for i, item in enumerate(data):\n if np.issubdtype(data.dtype, np.bool_):\n yield (item * 2. - 1., labels[i])\n else:\n yield (item, labels[i])\n\n\n ... [1 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Functions: load_data_from_npy, load_data_from_npz, load_data, random_transpose, set_pianoroll_shape\n This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
7c279f6e16ec9934410f291dea61230ff38bf396
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TheStack--python--000.parquet
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Debug this Pythoncode:Python code: from flask import Flask, app = Flask(__name__) @app.route("/") def homepage(): return "Paws Rescue Center 🐾" @app.route("/about") def about(): return """We are a non-profit organization working as an animal rescue center. We aim to help you connect with purrfect furbaby for you! The animals you find at our website are rescue animals which have been rehabilitated. Our mission is to promote the ideology of "Adopt, don't Shop"! """ if __name__ == "__main__": app.run(debug=True)
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Code analysis results: 🔴 Errors found: Unterminated string literal at line 10 SyntaxError: trailing comma not allowed without surrounding parentheses at line 1 ⚠️ Warnings: Unexpected indentation at line 3 Unexpected indentation at line 7 Unexpected indentation at line 11 Unexpected indentation at line 12 💡 Suggestions: Add closing quote at line 10 Review code syntax
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intermediate
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machine_learning
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debugging
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Pythoncode:Python
| 2
| 0
| 527
| true
|
[{"role": "user", "content": "Debug this Pythoncode:Python code:\nfrom flask import Flask, \r\napp = Flask(__name__)\r\n\r\n@app.route(\"/\")\r\ndef homepage():\r\n return \"Paws Rescue Center \ud83d\udc3e\"\r\n\r\n@app.route(\"/about\")\r\ndef about():\r\n return \"\"\"We are a non-profit organization working as an animal rescue center. \r\n We aim to help you connect with purrfect furbaby for you! \r\n The animals you find at our website are rescue animals which have been rehabilitated. \r\n Our mission is to promote the ideology of \"Adopt, don't Shop\"! \"\"\"\r\n\r\n\r\nif __name__ == \"__main__\":\r\n app.run(debug=True)"}, {"role": "assistant", "content": " Code analysis results:\n\n\n\ud83d\udd34 Errors found:\n Unterminated string literal at line 10\n SyntaxError: trailing comma not allowed without surrounding parentheses at line 1\n\n\u26a0\ufe0f Warnings:\n Unexpected indentation at line 3\n Unexpected indentation at line 7\n Unexpected indentation at line 11\n Unexpected indentation at line 12\n\n\ud83d\udca1 Suggestions:\n Add closing quote at line 10\n Review code syntax"}]
| false
| null | null | null |
7c283d63bcdc25c314b3c41b483eb7c2c6064da2
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TheStack--python--000.parquet
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Repair the syntax errors in this Pythoncode:Python code: from __future__ import absolute_import from __future__ import division from __future__ import print_function from compas.geometry import bounding_box from compas.geometry import bounding_box_xy __all__ = [ 'mesh_bounding_box', 'mesh_bounding_box_xy', ] def mesh_bounding_box(mesh): """Compute the (axis aligned) bounding box of a mesh. Parameters ---------- mesh : compas.datastructures.Mesh The mesh data structure. Returns ------- list of point The 8 corners of the bounding box of the mesh. Examples -------- >>> mesh_bounding_box(mesh) [[0.0, 0.0, 0.0], [10.0, 0.0, 0.0], [10.0, 10.0, 0.0], [0.0, 10.0, 0.0], [0.0, 0.0, 0.0], [10.0, 0.0, 0.0], [10.0, 10.0, 0.0], [0.0, 10.0, 0.0]] """ xyz = mesh.vertices_attributes('xyz', keys=list(mesh.vertices())) return bounding_box(xyz) def mesh_bounding_box_xy(mesh): """Compute the (axis aligned) bounding box of a projection of the mesh in the XY plane. Parameters ---------- mesh : compas.datastructures.Mesh The mesh data structure. Returns ------- list of point The 4 corners of the bounding polygon in the XY plane. Examples -------- >>> mesh_bounding_box_xy(mesh) [[0.0, 0.0, 0.0], [10.0, 0.0, 0.0], [10.0, 10.0, 0.0], [0.0, 10.0, 0.0]] """ xyz = mesh.vertices_attributes('xyz') return bounding_box_xy(xyz) # ============================================================================== # Main # ============================================================================== if __name__ == '__main__': import doctest import compas from compas.datastructures import Mesh mesh = Mesh.from_obj(compas.get('faces.obj')) doctest.testmod()
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Syntax Analysis: Syntax Errors Found: • Unterminated string literal at line 17 • Block at line 66 has no indented body Fixes: • Add closing quote at line 17 • Line 32 too long (148 chars) - break into multiple lines
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intermediate
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testing
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syntax_repair
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Pythoncode:Python
| 2
| 0
| 1,780
| true
|
[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\nfrom __future__ import absolute_import\nfrom __future__ import division\nfrom __future__ import print_function\n\n\nfrom compas.geometry import bounding_box\nfrom compas.geometry import bounding_box_xy\n\n\n__all__ = [\n 'mesh_bounding_box',\n 'mesh_bounding_box_xy',\n]\n\n\ndef mesh_bounding_box(mesh):\n \"\"\"Compute the (axis aligned) bounding box of a mesh.\n\n Parameters\n ----------\n mesh : compas.datastructures.Mesh\n The mesh data structure.\n\n Returns\n -------\n list of point\n The 8 corners of the bounding box of the mesh.\n\n Examples\n --------\n >>> mesh_bounding_box(mesh)\n [[0.0, 0.0, 0.0], [10.0, 0.0, 0.0], [10.0, 10.0, 0.0], [0.0, 10.0, 0.0], [0.0, 0.0, 0.0], [10.0, 0.0, 0.0], [10.0, 10.0, 0.0], [0.0, 10.0, 0.0]]\n\n \"\"\"\n xyz = mesh.vertices_attributes('xyz', keys=list(mesh.vertices()))\n return bounding_box(xyz)\n\n\ndef mesh_bounding_box_xy(mesh):\n \"\"\"Compute the (axis aligned) bounding box of a projection of the mesh in the XY plane.\n\n Parameters\n ----------\n mesh : compas.datastructures.Mesh\n The mesh data structure.\n\n Returns\n -------\n list of point\n The 4 corners of the bounding polygon in the XY plane.\n\n Examples\n --------\n >>> mesh_bounding_box_xy(mesh)\n [[0.0, 0.0, 0.0], [10.0, 0.0, 0.0], [10.0, 10.0, 0.0], [0.0, 10.0, 0.0]]\n\n \"\"\"\n xyz = mesh.vertices_attributes('xyz')\n return bounding_box_xy(xyz)\n\n\n# ==============================================================================\n# Main\n# ==============================================================================\n\nif __name__ == '__main__':\n\n import doctest\n import compas\n from compas.datastructures import Mesh\n\n mesh = Mesh.from_obj(compas.get('faces.obj'))\n\n doctest.testmod()"}, {"role": "assistant", "content": " Syntax Analysis:\n\n Syntax Errors Found:\n \u2022 Unterminated string literal at line 17\n \u2022 Block at line 66 has no indented body\n\n Fixes:\n \u2022 Add closing quote at line 17\n \u2022 Line 32 too long (148 chars) - break into multiple lines"}]
| true
|
syntax
|
MID_STRING
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CRITICAL
|
7c28fc0563fc8f73fd257c1d3e24a953c2e9ec7c
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: from naive import NaiveSourceSelection
|
Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Detected Errors: • Code truncated in middle of expression - unexpected EOF Fix: Complete the truncated code structure
|
intermediate
|
machine_learning
|
error_detection
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Pythoncode:Python
| 0
| 0
| 38
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nfrom naive import NaiveSourceSelection"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: HARD_CUT\n Error: SyntaxError / EOF\n\n Detected Errors:\n \u2022 Code truncated in middle of expression - unexpected EOF\n\n Fix: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
7c2914b1e959a72c6f1d255196bf2c603b057db4
|
TheStack--python--000.parquet
|
Fill in the in this Pythoncode:Python code: """ @Time : 201/21/19 10:47 @Author : TaylorMei @Email : mhy845879017@gmail.com # Complete this line @Project : iccv @File : base3_plus.py @Function: """
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The missing line is:
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beginner
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database
|
fill_in_the_blank
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Pythoncode:Python
| 0
| 0
| 151
| false
|
[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\n\"\"\"\n @Time : 201/21/19 10:47\n @Author : TaylorMei\n @Email : mhy845879017@gmail.com\n # Complete this line\n @Project : iccv\n @File : base3_plus.py\n @Function:\n \n\"\"\""}, {"role": "assistant", "content": "The missing line is:"}]
| false
| null | null | null |
7c29df3316dce7638b4588f6021b4bc59ffb4cfc
|
TheStack--python--000.parquet
|
Complete this incomplete Pythoncode:Python code: import math import time import numpy as np import numba as nb import quaternion # adds to numpy # noqa # pylint: disable=unused-import import sys import scipy from astropy.coordinates import SkyCoord from scipy.interpolate import RectBivariateSpline from scipy.interpolate import NearestNDInterpolator # from scipy.spatial.ckdtree import cKDTree from visnav.settings import * class PositioningException(Exception): pass class Stopwatch: # from https://www.safaribooksonline.com/library/view/python-cookbook-3rd/9781449357337/ch13s13.html def __init__(self, elapsed=0.0, func=time.perf_counter): self._elapsed = elapsed self._func = func self._start = None @property def elapsed(self): return self._elapsed + ((self._func() - self._start) if self.running else 0) def start(self): if self._start is not None: raise RuntimeError('Already started') self._start = self._func() def stop(self): if self._start is None: raise RuntimeError('Not started') end = self._func() self._elapsed += end - self._start self._start = None def reset(self): self._elapsed = 0.0 @property def running(self): return self._start is not None def __enter__(self): self.start() return self def __exit__(self, *args): self.stop() ... code continues ...
|
Completion: Missing: Code truncated abruptly - unexpected end of file To complete: • Complete the truncated code structure Example continuation: def sphere_angle_radius(loc, r): return np.arcsin(r / np.linalg.norm(loc, axis=1))
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advanced
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api
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incomplete_code
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Pythoncode:Python
| 12
| 2
| 1,410
| true
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\nimport math\nimport time\n\nimport numpy as np\nimport numba as nb\nimport quaternion # adds to numpy # noqa # pylint: disable=unused-import\nimport sys\n\nimport scipy\nfrom astropy.coordinates import SkyCoord\nfrom scipy.interpolate import RectBivariateSpline\nfrom scipy.interpolate import NearestNDInterpolator\n# from scipy.spatial.ckdtree import cKDTree\n\nfrom visnav.settings import *\n\n\nclass PositioningException(Exception):\n pass\n\n\nclass Stopwatch:\n # from https://www.safaribooksonline.com/library/view/python-cookbook-3rd/9781449357337/ch13s13.html\n\n def __init__(self, elapsed=0.0, func=time.perf_counter):\n self._elapsed = elapsed\n self._func = func\n self._start = None\n\n @property\n def elapsed(self):\n return self._elapsed + ((self._func() - self._start) if self.running else 0)\n\n def start(self):\n if self._start is not None:\n raise RuntimeError('Already started')\n self._start = self._func()\n\n def stop(self):\n if self._start is None:\n raise RuntimeError('Not started')\n end = self._func()\n self._elapsed += end - self._start\n self._start = None\n\n def reset(self):\n self._elapsed = 0.0\n\n @property\n def running(self):\n return self._start is not None\n\n def __enter__(self):\n self.start()\n return self\n\n def __exit__(self, *args):\n self.stop()\n\n\n ... code continues ..."}, {"role": "assistant", "content": " Completion:\n\n Missing: Code truncated abruptly - unexpected end of file\n\n To complete:\n \u2022 Complete the truncated code structure\n\n Example continuation:\n\ndef sphere_angle_radius(loc, r):\n return np.arcsin(r / np.linalg.norm(loc, axis=1))"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
7c2b65379c3bd0e388f419a0d07e73a9770aad35
|
TheStack--python--000.parquet
|
Find the logical error in this Pythoncode:Python code: import torch import torch.nn as nn import torch.nn.functional as F from .kernels import ( def spatial_gradient(input, mode='sobel', order=1, normalized=True): """ Computes the first order image derivative in both x or y using a Sobel operator. """ if not len(input.shape) == 4: raise ValueError("Invalid input shape, we expect BxCxHxW. Got: {}" .format(input.shape)) # allocate kernel kernel = get_spatial_gradient_kernel2d(mode, order) if normalized: kernel = normalize_kernel2d(kernel) # prepare kernel b, c, h, w = input.shape tmp_kernel = kernel.to(input).detach() tmp_kernel = tmp_kernel.unsqueeze(1).unsqueeze(1) # convolve input tensor with sobel kernel kernel_flip = tmp_kernel.flip(-3) # Pad with "replicate for spatial dims, but with zeros for channel spatial_pad = [ kernel.size(1) // 2, kernel.size(1) // 2, kernel.size(2) // 2, kernel.size(2) // 2 ] out_channels = 3 if order == 2 else 2 padded_inp = F.pad(input.reshape(b * c, 1, h, w), spatial_pad, 'replicate')[:, :, None] return F.conv3d(padded_inp, kernel_flip, padding=0).view(b, c, out_channels, h, w) def spatial_gradient3d(input, mode='diff', order=1): """ Computes the first and second order volume derivative in x, y and d using a diff operator. """ if not len(input.shape) == 5: raise ValueError("Invalid input shape, we expect BxCxDxHxW. Got: {}" .format(input.shape)) # allocate kernel kernel = get_spatial_gradient_kernel3d(mode, order) # prepare kernel b, c, d, h, w = input.shape tmp_kernel = kernel.to(input).detach() tmp_kernel = tmp_kernel.repeat(c, 1, 1, 1, 1) # convolve input tensor with grad kernel kernel_flip = tmp_kernel.flip(-3) # Pad with "replicate for spatial dims, but with zeros for channel spatial_pad = [ kernel.size(2) // 2, kernel.size(2) // 2, kernel.size(3) // 2, kernel.size(3) // 2, kernel.size(4) // 2, kernel.size(4) // 2 ] out_ch = 6 if order == 2 else 3 return F.conv3d(F.pad( input, spatial_pad, 'replicate'), kernel_flip, padding=0, groups=c).view(b, c, out_ch, d, h, w) def sobel(input, normalized=True, eps=1e-6): """ Computes the Sobel operator and returns the magnitude per channel. """ if not len(input.shape) == 4: raise ValueError("Invalid input shape, we expect BxCxHxW. Got: {}" .format(input.shape)) # comput the x/y gradients edges = spatial_gradient(input, normalized=normalized) # unpack the edges gx = edges[:, :, 0] gy = edges[:, :, 1] # compute gradient maginitude magnitude = torch.sqrt(gx * gx + gy * gy + eps) return magnitude ... [9 more classdefs truncated] ...
|
Logical Error Analysis: Error Type: WRONG_OPERATOR Issue: Wrong logical operator Severity: CRITICAL Location: Line 8 Buggy code: Computes the first order image derivative in both x or y using a Sobel operator. Should be: Computes the first order image derivative in both x and y using a Sobel operator. Explanation: Wrong operator will cause logic error Fix: Change operator back to correct one
|
intermediate
|
database
|
logical_errors
|
Pythoncode:Python
| 3
| 0
| 2,922
| true
|
[{"role": "user", "content": "Find the logical error in this Pythoncode:Python code:\nimport torch\nimport torch.nn as nn\nimport torch.nn.functional as F\n\nfrom .kernels import (\ndef spatial_gradient(input, mode='sobel', order=1, normalized=True):\n \"\"\"\n Computes the first order image derivative in both x or y using a Sobel operator.\n \"\"\"\n\n if not len(input.shape) == 4:\n raise ValueError(\"Invalid input shape, we expect BxCxHxW. Got: {}\"\n .format(input.shape))\n # allocate kernel\n kernel = get_spatial_gradient_kernel2d(mode, order)\n\n if normalized:\n kernel = normalize_kernel2d(kernel)\n\n # prepare kernel\n b, c, h, w = input.shape\n tmp_kernel = kernel.to(input).detach()\n tmp_kernel = tmp_kernel.unsqueeze(1).unsqueeze(1)\n\n # convolve input tensor with sobel kernel\n kernel_flip = tmp_kernel.flip(-3)\n\n # Pad with \"replicate for spatial dims, but with zeros for channel\n spatial_pad = [\n kernel.size(1) // 2,\n kernel.size(1) // 2,\n kernel.size(2) // 2,\n kernel.size(2) // 2\n ]\n out_channels = 3 if order == 2 else 2\n\n padded_inp = F.pad(input.reshape(b * c, 1, h, w), spatial_pad, 'replicate')[:, :, None]\n\n return F.conv3d(padded_inp, kernel_flip, padding=0).view(b, c, out_channels, h, w)\n\n\ndef spatial_gradient3d(input, mode='diff', order=1):\n \"\"\"\n Computes the first and second order volume derivative in x, y and d using a diff operator.\n \"\"\"\n if not len(input.shape) == 5:\n raise ValueError(\"Invalid input shape, we expect BxCxDxHxW. Got: {}\"\n .format(input.shape))\n # allocate kernel\n kernel = get_spatial_gradient_kernel3d(mode, order)\n\n # prepare kernel\n b, c, d, h, w = input.shape\n tmp_kernel = kernel.to(input).detach()\n tmp_kernel = tmp_kernel.repeat(c, 1, 1, 1, 1)\n\n # convolve input tensor with grad kernel\n kernel_flip = tmp_kernel.flip(-3)\n\n # Pad with \"replicate for spatial dims, but with zeros for channel\n spatial_pad = [\n kernel.size(2) // 2,\n kernel.size(2) // 2,\n kernel.size(3) // 2,\n kernel.size(3) // 2,\n kernel.size(4) // 2,\n kernel.size(4) // 2\n ]\n out_ch = 6 if order == 2 else 3\n\n return F.conv3d(F.pad(\n input, spatial_pad, 'replicate'), kernel_flip, padding=0, groups=c).view(b, c, out_ch, d, h, w)\n\n\ndef sobel(input, normalized=True, eps=1e-6):\n \"\"\"\n Computes the Sobel operator and returns the magnitude per channel.\n \"\"\"\n\n if not len(input.shape) == 4:\n raise ValueError(\"Invalid input shape, we expect BxCxHxW. Got: {}\"\n .format(input.shape))\n\n # comput the x/y gradients\n edges = spatial_gradient(input, normalized=normalized)\n\n # unpack the edges\n gx = edges[:, :, 0]\n gy = edges[:, :, 1]\n\n # compute gradient maginitude\n magnitude = torch.sqrt(gx * gx + gy * gy + eps)\n\n return magnitude\n\n\n\n ... [9 more classdefs truncated] ..."}, {"role": "assistant", "content": " Logical Error Analysis:\n\n Error Type: WRONG_OPERATOR\n Issue: Wrong logical operator\n Severity: CRITICAL\n\n Location: Line 8\n\n Buggy code:\n Computes the first order image derivative in both x or y using a Sobel operator.\n\n Should be:\n Computes the first order image derivative in both x and y using a Sobel operator.\n\n Explanation: Wrong operator will cause logic error\n Fix: Change operator back to correct one"}]
| true
|
logical
|
WRONG_OPERATOR
|
CRITICAL
|
7c2bf254c4e2082b3c9d6ed73d3f8891d0fa09df
|
TheStack--python--000.parquet
|
Fix this broken Pythoncode:Python code: # -*- encoding: utf-8 -*- import gzip import io import glob from concurrent import futures def find_robots(filename): ''' Find all of the hosts that access robots.txt in a single log file ''' robots = set() with gzip.open(filename) as f: for line in io.TextIOWrapper(f, encoding='ascii'): fields = line.split() if fields[6] == '/robots.txt': robots.add(fields[0]) return robots def find_all_robots(logdir): ''' Find all hosts across and entire sequence of files ''' files = glob.glob(logdir + '/*.log.gz') all_robots = set() with futures.ProcessPoolExecutor() as pool: for robots in pool.map(find_robots, files): Error: IndentationError / Expected indented block
|
Fixed Code: # -*- encoding: utf-8 -*- import gzip import io import glob from concurrent import futures def find_robots(filename): ''' Find all of the hosts that access robots.txt in a single log file ''' robots = set() with gzip.open(filename) as f: for line in io.TextIOWrapper(f, encoding='ascii'): fields = line.split() if fields[6] == '/robots.txt': robots.add(fields[0]) return robots Explanation: Add body to For block or use 'pass' statement
|
intermediate
|
machine_learning
|
error_fixing
|
Pythoncode:Python
| 2
| 0
| 721
| true
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\n# -*- encoding: utf-8 -*-\nimport gzip\nimport io\nimport glob\nfrom concurrent import futures\n\n\ndef find_robots(filename):\n '''\n Find all of the hosts that access robots.txt in a single log file\n\n '''\n robots = set()\n with gzip.open(filename) as f:\n for line in io.TextIOWrapper(f, encoding='ascii'):\n fields = line.split()\n if fields[6] == '/robots.txt':\n robots.add(fields[0])\n return robots\n\n\ndef find_all_robots(logdir):\n '''\n Find all hosts across and entire sequence of files\n '''\n files = glob.glob(logdir + '/*.log.gz')\n all_robots = set()\n with futures.ProcessPoolExecutor() as pool:\n for robots in pool.map(find_robots, files):\n\n Error: IndentationError / Expected indented block"}, {"role": "assistant", "content": " Fixed Code:\n\n\n# -*- encoding: utf-8 -*-\nimport gzip\nimport io\nimport glob\nfrom concurrent import futures\n\n\ndef find_robots(filename):\n '''\n Find all of the hosts that access robots.txt in a single log file\n\n '''\n robots = set()\n with gzip.open(filename) as f:\n for line in io.TextIOWrapper(f, encoding='ascii'):\n fields = line.split()\n if fields[6] == '/robots.txt':\n robots.add(fields[0])\n return robots\n\n\n Explanation: Add body to For block or use 'pass' statement"}]
| true
|
syntax
|
MID_BLOCK
|
HIGH
|
7c2c03c407ba0a2ba9a613836bc2fb4601d6b4a8
|
TheStack--python--000.parquet
|
Debug this Pythoncode:Python code: # ****************************************************************** # |docname| - Provide `docker_tools.py` as the script `docker-tools` # ****************************************************************** from setuptools import setup setup( name="runestone-docker-tools", version="0.1", install_requires=["click"], entry_points={ "console_scripts": ["docker-tools = docker_tools:cli"] }, )
|
Code analysis results: ⚠️ Warnings: Unexpected indentation at line 7 Unexpected indentation at line 8 Unexpected indentation at line 9 Unexpected indentation at line 10
|
intermediate
|
ui
|
debugging
|
Pythoncode:Python
| 0
| 0
| 421
| true
|
[{"role": "user", "content": "Debug this Pythoncode:Python code:\n# ******************************************************************\n# |docname| - Provide `docker_tools.py` as the script `docker-tools`\n# ******************************************************************\nfrom setuptools import setup\n\nsetup(\n name=\"runestone-docker-tools\",\n version=\"0.1\",\n install_requires=[\"click\"],\n entry_points={\n \"console_scripts\": [\"docker-tools = docker_tools:cli\"]\n },\n)"}, {"role": "assistant", "content": " Code analysis results:\n\n\n\u26a0\ufe0f Warnings:\n Unexpected indentation at line 7\n Unexpected indentation at line 8\n Unexpected indentation at line 9\n Unexpected indentation at line 10"}]
| false
| null | null | null |
7c2c2ee21f857be97b79a37957d75b5c80b83234
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: from flask import Flask, render_template, request, jsonify,send_file, redirect,session, url_for from werkzeug import secure_filename import os import utilities, queries import logger from flask_cors import CORS, cross_origin from datetime import timedelta app = Flask(__name__) CORS(app) cors = CORS(app, resources={r"/*": {"origins": "*"}}) UPLOAD_FOLDER = '/home/pi/Desktop/AFKZenCoders/PS12/uploads/' app.config['UPLOAD_FOLDER'] = UPLOAD_FOLDER app.config['CORS_HEADERS'] = 'Content-Type' app.secret_key = "AFKZenCodersAAS" app.permanent_session_lifetime = timedelta(minutes=60) @app.route('/') def hello(): if "username" in session: logger.logit("Rendered upload.html - test wali") return render_template('upload.html') else: logger.logit("Session does not exist") logger.logit("Rendered root '/'") return render_template('index.html') @app.route('/restart') def restart(): logger.logit(f"---GOOGLE RESTART---") os.system("sudo reboot -h now") @app.route('/userauth', methods = ['POST','GET']) def userauth(): username = request.form.get('username') password = reques
|
Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Detected Errors: • Code truncated in middle of expression - unexpected EOF • Hardcoded credentials at line 14 - use environment variables Fix: Complete the truncated code structure
|
advanced
|
testing
|
error_detection
|
Pythoncode:Python
| 9
| 0
| 1,118
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nfrom flask import Flask, render_template, request, jsonify,send_file, redirect,session, url_for\nfrom werkzeug import secure_filename\nimport os\nimport utilities, queries\nimport logger\nfrom flask_cors import CORS, cross_origin\nfrom datetime import timedelta\napp = Flask(__name__)\nCORS(app)\ncors = CORS(app, resources={r\"/*\": {\"origins\": \"*\"}})\nUPLOAD_FOLDER = '/home/pi/Desktop/AFKZenCoders/PS12/uploads/'\napp.config['UPLOAD_FOLDER'] = UPLOAD_FOLDER\napp.config['CORS_HEADERS'] = 'Content-Type'\napp.secret_key = \"AFKZenCodersAAS\"\napp.permanent_session_lifetime = timedelta(minutes=60)\n\n@app.route('/')\ndef hello():\n if \"username\" in session:\n logger.logit(\"Rendered upload.html - test wali\")\n return render_template('upload.html')\n else:\n logger.logit(\"Session does not exist\")\n logger.logit(\"Rendered root '/'\")\n return render_template('index.html')\n\n@app.route('/restart')\ndef restart():\n\tlogger.logit(f\"---GOOGLE RESTART---\")\n\tos.system(\"sudo reboot -h now\")\n\n@app.route('/userauth', methods = ['POST','GET'])\ndef userauth():\n username = request.form.get('username')\n password = reques"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: HARD_CUT\n Error: SyntaxError / EOF\n\n Detected Errors:\n \u2022 Code truncated in middle of expression - unexpected EOF\n \u2022 Hardcoded credentials at line 14 - use environment variables\n\n Fix: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
7c2c549754955b919f978ac6624f7aa2371b569a
|
TheStack--python--000.parquet
|
Fill in the in this Pythoncode:Python code: import os import torch import torch.nn as nn import torch.nn.functional as F from torch.autograd import Variable import numpy as np import matplotlib.pyplot as plt # local model import sys class cnnblstm_with_adabn(nn.Module): PARAMS_FILE = "params.pkl" PARAMS_AE = "params_ae.pkl" NET1_ADABN = "net1_adabn" NET2_ADABN = "net2_adabn" NET3_ADABN = "net3_adabn" def __init__(self, time_steps = 800, n_features = 3, n_outputs = 10, use_cuda = False, params_dir = "./params", enable_CORAL = False): super(cnnblstm_with_adabn, self).__init__() self.time_steps = time_steps self.n_features = n_features self.n_outputs = n_outputs self.use_cuda = use_cuda self.params_dir = params_dir if not os.path.exists(self.params_dir): os.mkdir(self.params_dir) self.enable_CORAL = enable_CORAL self.n_filters = 128 self.kernel_size = 15 self.n_hidden = 150 # 150 self.n_layers = 1 self.bidirectional = True # self.ae = AutoEncoder.load_AE(type = "ConvAE", time_steps = self.time_steps, n_features = self.n_features, use_cuda = self.use_cuda, params_pkl = os.path.join(self.params_dir, cnnblstm_with_adabn.PARAMS_AE)) # build net1 cnn self.net1 = nn.Sequential( nn.Conv1d(in_channels = self.n_features, out_channels = self.n_filters, kernel_size = self.kernel_size), # nn.Conv1d(in_channels = self.ae.n_filters3, out_channels = self.n_filters, kernel_size = self.kernel_size), nn.ReLU(), # nn.Sigmoid(), nn.Dropout(p = 0.5), nn.MaxPool1d(kernel_size = 2) ) # Complete this line # build net1_adabn self.net1_adabn = AdaBN(self.n_filters, variables_dir = os.path.join(self.params_dir, cnnblstm_with_adabn.NET1_ADABN), use_cuda = self.use_cuda) # build net2 blstm # self.net2 = nn.LSTM(input_size = self.n_filters, hidden_size = self.n_hidden, num_layers = self.n_layers, dropout = 0.2, batch_first = True, bidirectional = self.bidirectional, bias = True) self.net2 = LSTMHardSigmoid(input_size = self.n_filters, hidden_size = self.n_hidden, num_layers = self.n_layers, dropout = 0.2, batch_first = True, bidirectional = self.bidirectional, bias = True) # build net2_adabn if self.bidirectional: n_blstm_output = self.n_hidden * 2 else: n_blstm_output = self.n_hidden self.net2_adabn = AdaBN(n_blstm_output, variables_dir = os.path.join(self.params_dir, cnnblstm_with_adabn.NET2_ADABN), use_cuda = self.use_cuda) # build net3 fc self.net3 = nn.Sequential( nn.Linear(n_blstm_output, 50, bias = True), nn.ReLU(), # nn.Sigmoid(), ) # build net3_adabn self.net3_adabn = AdaBN(50, variables_dir = os.path.join(self.params_dir, cnnblstm_with_adabn.NET3_ADABN), use_cuda = self.use_cuda) # build net4 fc self.net4 = nn.Sequential( nn.Dropout(p = 0.2), nn.Linear(50, self.n_outputs, bias = True), nn.Softmax(dim = 1) ) ... [11 more functiondefs truncated] ...
|
The missing line is:
|
advanced
|
ui
|
fill_in_the_blank
|
Pythoncode:Python
| 1
| 1
| 2,848
| true
|
[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\nimport os\nimport torch\nimport torch.nn as nn\nimport torch.nn.functional as F\nfrom torch.autograd import Variable\nimport numpy as np\nimport matplotlib.pyplot as plt\n# local model\nimport sys\nclass cnnblstm_with_adabn(nn.Module):\n\tPARAMS_FILE = \"params.pkl\"\n\tPARAMS_AE = \"params_ae.pkl\"\n\tNET1_ADABN = \"net1_adabn\"\n\tNET2_ADABN = \"net2_adabn\"\n\tNET3_ADABN = \"net3_adabn\"\n\n\tdef __init__(self, time_steps = 800, n_features = 3, n_outputs = 10, use_cuda = False, params_dir = \"./params\", enable_CORAL = False):\n\t\tsuper(cnnblstm_with_adabn, self).__init__()\n\n\t\tself.time_steps = time_steps\n\t\tself.n_features = n_features\n\t\tself.n_outputs = n_outputs\n\t\tself.use_cuda = use_cuda\n\t\tself.params_dir = params_dir\n\t\tif not os.path.exists(self.params_dir):\n\t\t\tos.mkdir(self.params_dir)\n\t\tself.enable_CORAL = enable_CORAL\n\n\t\tself.n_filters = 128\n\t\tself.kernel_size = 15\n\t\tself.n_hidden = 150\t# 150\n\t\tself.n_layers = 1\n\t\tself.bidirectional = True\n\n\t\t# self.ae = AutoEncoder.load_AE(type = \"ConvAE\", time_steps = self.time_steps, n_features = self.n_features, use_cuda = self.use_cuda, params_pkl = os.path.join(self.params_dir, cnnblstm_with_adabn.PARAMS_AE))\n\n\t\t# build net1 cnn\n\t\tself.net1 = nn.Sequential(\n\t\t\tnn.Conv1d(in_channels = self.n_features, out_channels = self.n_filters, kernel_size = self.kernel_size),\n\t\t\t# nn.Conv1d(in_channels = self.ae.n_filters3, out_channels = self.n_filters, kernel_size = self.kernel_size),\n\t\t\tnn.ReLU(),\n\t\t\t# nn.Sigmoid(),\n\t\t\tnn.Dropout(p = 0.5),\n\t\t\tnn.MaxPool1d(kernel_size = 2)\n\t\t)\n # Complete this line\n\t\t# build net1_adabn\n\t\tself.net1_adabn = AdaBN(self.n_filters, variables_dir = os.path.join(self.params_dir, cnnblstm_with_adabn.NET1_ADABN), use_cuda = self.use_cuda)\n\n\t\t# build net2 blstm\n\t\t# self.net2 = nn.LSTM(input_size = self.n_filters, hidden_size = self.n_hidden, num_layers = self.n_layers, dropout = 0.2, batch_first = True, bidirectional = self.bidirectional, bias = True)\n\t\tself.net2 = LSTMHardSigmoid(input_size = self.n_filters, hidden_size = self.n_hidden, num_layers = self.n_layers, dropout = 0.2, batch_first = True, bidirectional = self.bidirectional, bias = True)\n\n\t\t# build net2_adabn\n\t\tif self.bidirectional:\n\t\t\tn_blstm_output = self.n_hidden * 2\n\t\telse:\n\t\t\tn_blstm_output = self.n_hidden\n\t\tself.net2_adabn = AdaBN(n_blstm_output, variables_dir = os.path.join(self.params_dir, cnnblstm_with_adabn.NET2_ADABN), use_cuda = self.use_cuda)\n\n\t\t# build net3 fc\n\t\tself.net3 = nn.Sequential(\n\t\t\tnn.Linear(n_blstm_output, 50, bias = True),\n\t\t\tnn.ReLU(),\n\t\t\t# nn.Sigmoid(),\n\t\t)\n\n\t\t# build net3_adabn\n\t\tself.net3_adabn = AdaBN(50, variables_dir = os.path.join(self.params_dir, cnnblstm_with_adabn.NET3_ADABN), use_cuda = self.use_cuda)\n\n\t\t# build net4 fc\n\t\tself.net4 = nn.Sequential(\n\t\t\tnn.Dropout(p = 0.2),\n\t\t\tnn.Linear(50, self.n_outputs, bias = True),\n\t\t\tnn.Softmax(dim = 1)\n\t\t)\n\n\n ... [11 more functiondefs truncated] ..."}, {"role": "assistant", "content": "The missing line is:"}]
| false
| null | null | null |
7c2c664c7e1b0b10556e368192b5c6b6dfeac1d6
|
TheStack--python--000.parquet
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Review this Pythoncode:Python code: class EmmentalModel(nn.Module): """A class to build multi-task model. Args: name: Name of the model, defaults to None. tasks: A task or a list of tasks. """ def __init__( self, name: Optional[str] = None, tasks: Optional[Union[EmmentalTask, List[EmmentalTask]]] = None, ) -> None: """Initialize EmmentalModel.""" super().__init__() self.name = name if name is not None else type(self).__name__ # Initiate the model attributes self.module_pool: ModuleDict = ModuleDict() self.task_names: Set[str] = set() self.task_flows: Dict[str, Any] = dict() # TODO: make it concrete self.loss_funcs: Dict[str, Callable] = dict() self.output_funcs: Dict[str, Callable] = dict() self.scorers: Dict[str, Scorer] = dict() self.action_outputs: Dict[ str, Optional[List[Union[Tuple[str, str], Tuple[str, int]]]] ] = dict() self.weights: Dict[str, float] = dict() # Build network with given tasks if tasks is not None: self.add_tasks(tasks) if Meta.config["meta_config"]["verbose"]: logger.info( f"Created emmental model {self.name} that contains " f"task {self.task_names}." ) # Move model to specified device self._move_to_device() def _move_to_device(self) -> None: """Move model to specified device.""" if Meta.config["model_config"]["device"] != -1: if torch.cuda.is_available(): device = ( f"cuda:{Meta.config['model_config']['device']}" if isinstance(Meta.config["model_config"]["device"], int) else Meta.config["model_config"]["device"] ) if Meta.config["meta_config"]["verbose"]: logger.info(f"Moving model to GPU ({device}).") self.to(torch.device(device)) else: if Meta.config["meta_config"]["verbose"]: logger.info("No cuda device available. Switch to cpu instead.") def _to_dataparallel(self) -> None: for key in self.module_pool.keys(): self.module_pool[key] = torch.nn.DataParallel(self.module_pool[key]) def _to_distributed_dataparallel(self) -> None: for key in self.module_pool.keys(): self.module_pool[ key ] = torch.nn.parallel.DistributedDataParallel( # type: ignore self.module_pool[key], device_ids=[Meta.config["learner_config"]["local_rank"]], output_device=Meta.config["learner_config"]["local_rank"], find_unused_parameters=True, ) ... [13 more functiondefs truncated] ...
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Code Review: ❌ Critical issues: Code truncated in middle of expression - unexpected EOF Unterminated string literal at line 2 Invalid syntax at line 75: ... [13 more functiondefs truncated] ... ⚠️ Code quality: Unexpected indentation at line 6 Unexpected indentation at line 7 Unexpected indentation at line 10 Unexpected indentation at line 11 Unexpected indentation at line 12 Unexpected indentation at line 13 Unexpected indentation at line 15 Unexpected indentation at line 16 Unexpected indentation at line 19 Unexpected indentation at line 20 Unexpected indentation at line 21 Unexpected indentation at line 22 Unexpected indentation at line 23 Unexpected indentation at line 24 Unexpected indentation at line 25 Unexpected indentation at line 26 Unexpected indentation at line 27 Unexpected indentation at line 28 Unexpected indentation at line 31 Unexpected indentation at line 36 Unexpected indentation at line 37 Unexpected indentation at line 38 Unexpected indentation at line 41 Unexpected indentation at line 45 Unexpected indentation at line 48 Unexpected indentation at line 49 Unexpected indentation at line 50 Unexpected indentation at line 51 Unexpected indentation at line 52 Unexpected indentation at line 54 Unexpected indentation at line 55 Unexpected indentation at line 66 Unexpected indentation at line 67 Unexpected indentation at line 68 Unexpected indentation at line 69 Unexpected indentation at line 70 Unexpected indentation at line 71 Unexpected indentation at line 72 ✨ Improvements: Complete the expression on the last line Add closing quote at line 2 Review syntax near the error location
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ui
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code_review
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Pythoncode:Python
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[{"role": "user", "content": "Review this Pythoncode:Python code:\nclass EmmentalModel(nn.Module):\n \"\"\"A class to build multi-task model.\n\n Args:\n name: Name of the model, defaults to None.\n tasks: A task or a list of tasks.\n \"\"\"\n\n def __init__(\n self,\n name: Optional[str] = None,\n tasks: Optional[Union[EmmentalTask, List[EmmentalTask]]] = None,\n ) -> None:\n \"\"\"Initialize EmmentalModel.\"\"\"\n super().__init__()\n self.name = name if name is not None else type(self).__name__\n\n # Initiate the model attributes\n self.module_pool: ModuleDict = ModuleDict()\n self.task_names: Set[str] = set()\n self.task_flows: Dict[str, Any] = dict() # TODO: make it concrete\n self.loss_funcs: Dict[str, Callable] = dict()\n self.output_funcs: Dict[str, Callable] = dict()\n self.scorers: Dict[str, Scorer] = dict()\n self.action_outputs: Dict[\n str, Optional[List[Union[Tuple[str, str], Tuple[str, int]]]]\n ] = dict()\n self.weights: Dict[str, float] = dict()\n\n # Build network with given tasks\n if tasks is not None:\n self.add_tasks(tasks)\n\n if Meta.config[\"meta_config\"][\"verbose\"]:\n logger.info(\n f\"Created emmental model {self.name} that contains \"\n f\"task {self.task_names}.\"\n )\n\n # Move model to specified device\n self._move_to_device()\n\n def _move_to_device(self) -> None:\n \"\"\"Move model to specified device.\"\"\"\n if Meta.config[\"model_config\"][\"device\"] != -1:\n if torch.cuda.is_available():\n device = (\n f\"cuda:{Meta.config['model_config']['device']}\"\n if isinstance(Meta.config[\"model_config\"][\"device\"], int)\n else Meta.config[\"model_config\"][\"device\"]\n )\n if Meta.config[\"meta_config\"][\"verbose\"]:\n logger.info(f\"Moving model to GPU ({device}).\")\n self.to(torch.device(device))\n else:\n if Meta.config[\"meta_config\"][\"verbose\"]:\n logger.info(\"No cuda device available. Switch to cpu instead.\")\n\n def _to_dataparallel(self) -> None:\n for key in self.module_pool.keys():\n self.module_pool[key] = torch.nn.DataParallel(self.module_pool[key])\n\n def _to_distributed_dataparallel(self) -> None:\n for key in self.module_pool.keys():\n self.module_pool[\n key\n ] = torch.nn.parallel.DistributedDataParallel( # type: ignore\n self.module_pool[key],\n device_ids=[Meta.config[\"learner_config\"][\"local_rank\"]],\n output_device=Meta.config[\"learner_config\"][\"local_rank\"],\n find_unused_parameters=True,\n )\n\n\n ... [13 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Code Review:\n\n\n\u274c Critical issues:\n Code truncated in middle of expression - unexpected EOF\n Unterminated string literal at line 2\n Invalid syntax at line 75: ... [13 more functiondefs truncated] ...\n\n\n\u26a0\ufe0f Code quality:\n Unexpected indentation at line 6\n Unexpected indentation at line 7\n Unexpected indentation at line 10\n Unexpected indentation at line 11\n Unexpected indentation at line 12\n Unexpected indentation at line 13\n Unexpected indentation at line 15\n Unexpected indentation at line 16\n Unexpected indentation at line 19\n Unexpected indentation at line 20\n Unexpected indentation at line 21\n Unexpected indentation at line 22\n Unexpected indentation at line 23\n Unexpected indentation at line 24\n Unexpected indentation at line 25\n Unexpected indentation at line 26\n Unexpected indentation at line 27\n Unexpected indentation at line 28\n Unexpected indentation at line 31\n Unexpected indentation at line 36\n Unexpected indentation at line 37\n Unexpected indentation at line 38\n Unexpected indentation at line 41\n Unexpected indentation at line 45\n Unexpected indentation at line 48\n Unexpected indentation at line 49\n Unexpected indentation at line 50\n Unexpected indentation at line 51\n Unexpected indentation at line 52\n Unexpected indentation at line 54\n Unexpected indentation at line 55\n Unexpected indentation at line 66\n Unexpected indentation at line 67\n Unexpected indentation at line 68\n Unexpected indentation at line 69\n Unexpected indentation at line 70\n Unexpected indentation at line 71\n Unexpected indentation at line 72\n\n\u2728 Improvements:\n Complete the expression on the last line\n Add closing quote at line 2\n Review syntax near the error location"}]
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7c2d2c77ae28e087d253ce05110db6593a6b0fcc
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TheStack--python--000.parquet
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Explain this Pythoncode:Python code: import asyncio, json from config import Config from soundpad_manager import SoundpadManager from version import BRIDGE_VERSION import websockets from sanic.log import logger # yes I know that it's very lazy to run a separate WS and HTTP server, when both could be run on the same port # I don't like sanics WS implementation tho and this is just a quick and dirty project anyway, so there is no reason to get all that fancy class WebsocketServer: def __init__(self, config: Config, sp_manager: SoundpadManager): self._server = None self._config = config self._soundpad = sp_manager # ephemeral state self._state = { "edit_mode": False, "soundpad_connected": False, "version": BRIDGE_VERSION, } self._index_sockets = set() self._control_sockets = set() ... [1 more functiondefs truncated] ...
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Functions: __init__ Classes: WebsocketServer This code demonstrates Pythoncode:Python programming.
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api
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code_explanation
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Pythoncode:Python
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[{"role": "user", "content": "Explain this Pythoncode:Python code:\nimport asyncio, json\r\n\r\nfrom config import Config\r\nfrom soundpad_manager import SoundpadManager\r\nfrom version import BRIDGE_VERSION\r\n\r\nimport websockets\r\nfrom sanic.log import logger\r\n\r\n# yes I know that it's very lazy to run a separate WS and HTTP server, when both could be run on the same port\r\n# I don't like sanics WS implementation tho and this is just a quick and dirty project anyway, so there is no reason to get all that fancy\r\n\r\nclass WebsocketServer:\r\n\tdef __init__(self, config: Config, sp_manager: SoundpadManager):\r\n\t\tself._server = None\r\n\t\tself._config = config\r\n\t\tself._soundpad = sp_manager\r\n\r\n\t\t# ephemeral state\r\n\t\tself._state = {\r\n\t\t\t\"edit_mode\": False,\r\n\t\t\t\"soundpad_connected\": False,\r\n\t\t\t\"version\": BRIDGE_VERSION,\r\n\t\t}\r\n\r\n\t\tself._index_sockets = set()\r\n\t\tself._control_sockets = set()\r\n\r\n\n ... [1 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Functions: __init__\n Classes: WebsocketServer\n This code demonstrates Pythoncode:Python programming."}]
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7c2daa2465bd8777ef8940cbc518e195f59d4ad9
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TheStack--python--000.parquet
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Fill in the in this Pythoncode:Python code: #!/usr/local/bin/python # -*- coding: utf-8 -*- """ - LICENCE The MIT License (MIT) Copyright (c) 2016 Eleftherios Anagnostopoulos for Ericsson AB (EU FP7 CityPulse Project) Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. - DESCRIPTION OF DOCUMENTS -- MongoDB Database Documents: address_document: { '_id', 'name', 'node_id', 'point': {'longitude', 'latitude'} } bus_line_document: { '_id', 'bus_line_id', 'bus_stops': [{'_id', 'osm_id', 'name', 'point': {'longitude', 'latitude'}}] } bus_stop_document: { '_id', 'osm_id', 'name', 'point': {'longitude', 'latitude'} } # Complete this line '_id', 'starting_bus_stop': {'_id', 'osm_id', 'name', 'point': {'longitude', 'latitude'}}, 'ending_bus_stop': {'_id', 'osm_id', 'name', 'point': {'longitude', 'latitude'}}, 'waypoints': [[edge_object_id]] } bus_vehicle_document: { '_id', 'bus_vehicle_id', 'maximum_capacity', 'routes': [{'starting_datetime', 'ending_datetime', 'timetable_id'}] } detailed_bus_stop_waypoints_document: { '_id', 'starting_bus_stop': {'_id', 'osm_id', 'name', 'point': {'longitude', 'latitude'}}, 'ending_bus_stop': {'_id', 'osm_id', 'name', 'point': {'longitude', 'latitude'}}, 'waypoints': [[edge_document]] } edge_document: { '_id', 'starting_node': {'osm_id', 'point': {'longitude', 'latitude'}}, 'ending_node': {'osm_id', 'point': {'longitude', 'latitude'}}, 'max_speed', 'road_type', 'way_id', 'traffic_density' } node_document: { '_id', 'osm_id', 'tags', 'point': {'longitude', 'latitude'} } point_document: { '_id', 'osm_id', 'point': {'longitude', 'latitude'} } timetable_document: { '_id', 'timetable_id', 'bus_line_id', 'bus_vehicle_id', 'timetable_entries': [{ 'starting_bus_stop': {'_id', 'osm_id', 'name', 'point': {'longitude', 'latitude'}}, 'ending_bus_stop': {'_id', 'osm_id', 'name', 'point': {'longitude', 'latitude'}}, 'departure_datetime', 'arrival_datetime', 'number_of_onboarding_passengers', 'number_of_deboard ... [code truncated] ...
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The missing line is: bus_stop_waypoints_document: {
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database
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Pythoncode:Python
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[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\n#!/usr/local/bin/python\n# -*- coding: utf-8 -*-\n\"\"\"\n- LICENCE\n\nThe MIT License (MIT)\n\nCopyright (c) 2016 Eleftherios Anagnostopoulos for Ericsson AB (EU FP7 CityPulse Project)\n\nPermission is hereby granted, free of charge, to any person obtaining a copy\nof this software and associated documentation files (the \"Software\"), to deal\nin the Software without restriction, including without limitation the rights\nto use, copy, modify, merge, publish, distribute, sublicense, and/or sell\ncopies of the Software, and to permit persons to whom the Software is\nfurnished to do so, subject to the following conditions:\n\nThe above copyright notice and this permission notice shall be included in all\ncopies or substantial portions of the Software.\n\nTHE SOFTWARE IS PROVIDED \"AS IS\", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR\nIMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,\nFITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE\nAUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER\nLIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,\nOUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE\nSOFTWARE.\n\n\n- DESCRIPTION OF DOCUMENTS\n\n-- MongoDB Database Documents:\n\naddress_document: {\n '_id', 'name', 'node_id', 'point': {'longitude', 'latitude'}\n}\nbus_line_document: {\n '_id', 'bus_line_id', 'bus_stops': [{'_id', 'osm_id', 'name', 'point': {'longitude', 'latitude'}}]\n}\nbus_stop_document: {\n '_id', 'osm_id', 'name', 'point': {'longitude', 'latitude'}\n}\n # Complete this line\n '_id', 'starting_bus_stop': {'_id', 'osm_id', 'name', 'point': {'longitude', 'latitude'}},\n 'ending_bus_stop': {'_id', 'osm_id', 'name', 'point': {'longitude', 'latitude'}},\n 'waypoints': [[edge_object_id]]\n}\nbus_vehicle_document: {\n '_id', 'bus_vehicle_id', 'maximum_capacity',\n 'routes': [{'starting_datetime', 'ending_datetime', 'timetable_id'}]\n}\ndetailed_bus_stop_waypoints_document: {\n '_id', 'starting_bus_stop': {'_id', 'osm_id', 'name', 'point': {'longitude', 'latitude'}},\n 'ending_bus_stop': {'_id', 'osm_id', 'name', 'point': {'longitude', 'latitude'}},\n 'waypoints': [[edge_document]]\n}\nedge_document: {\n '_id', 'starting_node': {'osm_id', 'point': {'longitude', 'latitude'}},\n 'ending_node': {'osm_id', 'point': {'longitude', 'latitude'}},\n 'max_speed', 'road_type', 'way_id', 'traffic_density'\n}\nnode_document: {\n '_id', 'osm_id', 'tags', 'point': {'longitude', 'latitude'}\n}\npoint_document: {\n '_id', 'osm_id', 'point': {'longitude', 'latitude'}\n}\ntimetable_document: {\n '_id', 'timetable_id', 'bus_line_id', 'bus_vehicle_id',\n 'timetable_entries': [{\n 'starting_bus_stop': {'_id', 'osm_id', 'name', 'point': {'longitude', 'latitude'}},\n 'ending_bus_stop': {'_id', 'osm_id', 'name', 'point': {'longitude', 'latitude'}},\n 'departure_datetime', 'arrival_datetime', 'number_of_onboarding_passengers',\n 'number_of_deboard\n\n ... [code truncated] ..."}, {"role": "assistant", "content": "The missing line is:\nbus_stop_waypoints_document: {"}]
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7c2db7d1e1ec02302af64420555ad08513981b88
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TheStack--python--000.parquet
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Fix this broken Pythoncode:Python code: from __future__ import absolute_import from __future__ import print_function from __future__ import division import unittest import pytest from tensorforce import TensorForceError from tensorforce.core.networks import LayeredNetwork from tensorforce.models import DistributionModel from tensorforce.tests.minimal_test import MinimalTest from tensorforce.agents import PPOAgent from tensorforce.execution import Runner import tensorflow as tf import numpy as np from tensorforce.util import SavableComponent import os class SavableNetwork(LayeredNetwork, SavableComponent): """ Minimal implementation of a Network that can be saved and restored independently of the Model. """ def get_savable_variables(self): return super(SavableNetwork, self).get_variables(include_nontrainable=False) def _get_base_variable_scope(self): return self.apply.variable_scope_name def create_environment(spec): return MinimalTest(spec) def create_agent(environment, network_spec): return PPOAgent( update_mode=dict( unit='episodes', batch_size=4, frequency=4 ), memory=dict( type='latest', Error: SyntaxError / EOF
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Fixed Code: from __future__ import absolute_import from __future__ import print_function from __future__ import division import unittest import pytest from tensorforce import TensorForceError from tensorforce.core.networks import LayeredNetwork from tensorforce.models import DistributionModel from tensorforce.tests.minimal_test import MinimalTest from tensorforce.agents import PPOAgent from tensorforce.execution import Runner import tensorflow as tf import numpy as np from tensorforce.util import SavableComponent import os class SavableNetwork(LayeredNetwork, SavableComponent): Explanation: Complete the truncated code structure
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advanced
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Pythoncode:Python
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[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\nfrom __future__ import absolute_import\nfrom __future__ import print_function\nfrom __future__ import division\n\nimport unittest\nimport pytest\n\nfrom tensorforce import TensorForceError\nfrom tensorforce.core.networks import LayeredNetwork\nfrom tensorforce.models import DistributionModel\nfrom tensorforce.tests.minimal_test import MinimalTest\nfrom tensorforce.agents import PPOAgent\nfrom tensorforce.execution import Runner\nimport tensorflow as tf\nimport numpy as np\nfrom tensorforce.util import SavableComponent\nimport os\n\n\nclass SavableNetwork(LayeredNetwork, SavableComponent):\n \"\"\"\n Minimal implementation of a Network that can be saved and restored independently of the Model.\n \"\"\"\n def get_savable_variables(self):\n return super(SavableNetwork, self).get_variables(include_nontrainable=False)\n\n def _get_base_variable_scope(self):\n return self.apply.variable_scope_name\n\n\ndef create_environment(spec):\n return MinimalTest(spec)\n\n\ndef create_agent(environment, network_spec):\n return PPOAgent(\n update_mode=dict(\n unit='episodes',\n batch_size=4,\n frequency=4\n ),\n memory=dict(\n type='latest',\n \n\n Error: SyntaxError / EOF"}, {"role": "assistant", "content": " Fixed Code:\n\n\nfrom __future__ import absolute_import\nfrom __future__ import print_function\nfrom __future__ import division\n\nimport unittest\nimport pytest\n\nfrom tensorforce import TensorForceError\nfrom tensorforce.core.networks import LayeredNetwork\nfrom tensorforce.models import DistributionModel\nfrom tensorforce.tests.minimal_test import MinimalTest\nfrom tensorforce.agents import PPOAgent\nfrom tensorforce.execution import Runner\nimport tensorflow as tf\nimport numpy as np\nfrom tensorforce.util import SavableComponent\nimport os\n\n\nclass SavableNetwork(LayeredNetwork, SavableComponent):\n\n Explanation: Complete the truncated code structure"}]
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syntax
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CRITICAL
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7c2f595fee4e21dc84c6666b03b2174e6d5731e0
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TheStack--python--000.parquet
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Debug this Pythoncode:Python code: import random import messages_pb2 as msg def assign(x, y): x.a=y.a; x.b=y.b; x.c=y.c; x.d=y.d def isZero(x): return (x.a==0 and x.b==0 and x.c==0 and x.d==0) def setZero(x): x.a=0; x.b=0; x.c=0; x.d=0 def toStr(x): return "%08x-%08x-%08x-%08x" % (x.a, x.b, x.c, x.d) def toTuple(x): return (x.a, x.b, x.c, x.d) def fromTuple(x): ret=msg.Guid() ret.a=x[0] ret.b=x[1] ret.c=x[2] ret.d=x[3] return ret def generate(guid=None): ret=guid or msg.Guid() ret.a=random.randint(0, 0xffffffff) ret.b=random.randint(0, 0xffffffff) ret.c=random.randint(0, 0xffffffff) ret.d=random.randint(0, 0xffffffff) return ret def fromStr(s): ret=msg.Guid() s=s.split('-') ret.a=int(s[0], 16) ret.b=int(s[1], 16) ret.c=int(s[2], 16) ret.d=int(s[3], 16) return ret
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Code analysis results: ⚠️ Warnings: Unexpected indentation at line 21 Unexpected indentation at line 22 Unexpected indentation at line 23 Unexpected indentation at line 24 💡 Suggestions: Add docstring to function 'assign' Add docstring to function 'setZero' Add docstring to function 'fromTuple'
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advanced
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ui
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debugging
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Pythoncode:Python
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[{"role": "user", "content": "Debug this Pythoncode:Python code:\nimport random\nimport messages_pb2 as msg\n\ndef assign(x, y):\n x.a=y.a; x.b=y.b; x.c=y.c; x.d=y.d\n\ndef isZero(x):\n return (x.a==0 and x.b==0 and x.c==0 and x.d==0)\n\ndef setZero(x):\n x.a=0; x.b=0; x.c=0; x.d=0\n\ndef toStr(x):\n return \"%08x-%08x-%08x-%08x\" % (x.a, x.b, x.c, x.d)\n\ndef toTuple(x):\n return (x.a, x.b, x.c, x.d)\n\ndef fromTuple(x):\n ret=msg.Guid()\n ret.a=x[0]\n ret.b=x[1]\n ret.c=x[2]\n ret.d=x[3]\n return ret\n\ndef generate(guid=None):\n ret=guid or msg.Guid()\n ret.a=random.randint(0, 0xffffffff)\n ret.b=random.randint(0, 0xffffffff)\n ret.c=random.randint(0, 0xffffffff)\n ret.d=random.randint(0, 0xffffffff)\n return ret\n\ndef fromStr(s):\n ret=msg.Guid()\n s=s.split('-')\n ret.a=int(s[0], 16)\n ret.b=int(s[1], 16)\n ret.c=int(s[2], 16)\n ret.d=int(s[3], 16)\n return ret"}, {"role": "assistant", "content": " Code analysis results:\n\n\n\u26a0\ufe0f Warnings:\n Unexpected indentation at line 21\n Unexpected indentation at line 22\n Unexpected indentation at line 23\n Unexpected indentation at line 24\n\n\ud83d\udca1 Suggestions:\n Add docstring to function 'assign'\n Add docstring to function 'setZero'\n Add docstring to function 'fromTuple'"}]
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7c2f74f5570ad8ece2d2a501cd63b62951484c2c
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TheStack--python--000.parquet
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Find all errors in this Pythoncode:Python code: # In --strict mode, mypy complains about imports unless they're done this way. # # It complains 'Module has no attribute ABC' or 'Module "mango" does not explicitly export # attribute "XYZ"; implicit reexport disabled'. We could dial that back by using the # --implicit-reexport parameter, but let's keep things strict. # # Each import then *must* be of the form `from .file import X as X`. (Until/unless there's # a better way.) # from .account import Account as Account from .account import AccountSlot as AccountSlot from .accountflags import AccountFlags as AccountFlags from .accountinfo import AccountInfo as AccountInfo from .accountinfoconverter import build_account_info_converter as build_account_info_converter from .accountinstrumentvalues import AccountInstrumentValues as AccountInstrumentValues from .accountinstrumentvalues import PricedAccountInstrumentValues as PricedAccountInstrumentValues from .accountliquidator import AccountLiquidator as AccountLiquidator from .accountliquidator import NullAccountLiquidator as NullAccountLiquidator from .accountscout import AccountScout as AccountScout from .accountscout import ScoutReport as ScoutReport from .addressableaccount import AddressableAccount as AddressableAccount from .arguments import parse_args as parse_args from .arguments import output as output from .balancesheet import BalanceSheet as BalanceSheet from .cache import Cache as Cache from .cache import MarketCache as MarketCache from .cache import PerpMarketCache as PerpMarketCache from .cache import PriceCache as PriceCache from .cache import RootBankCache as RootBankCache from .client import BetterClient as BetterClient from .client import BlockhashNotFoundException as BlockhashNotFoundException from .client import ClientException as ClientException from .client import CompoundException as CompoundException from .client import CompoundRPCCaller as CompoundRPCCaller from .client import FailedToFetchBlockhashException as FailedToFetchBlockhashException from .client import NodeIsBehindException as NodeIsBehindException from .client import RateLimitException as RateLimitException from .client import RPCCaller as RPCCaller from .client import SlotHolder as SlotHolder from .client import TooManyRequestsRateLimitException as TooManyRequestsRateLimitException from .client import TooMuchBandwidthRateLimitException as TooMuchBandwidthRateLimitException from .client import TransactionException as TransactionException from .combinableinstructions import CombinableInstructions as CombinableInstructions from .constants import MangoConstants as MangoConstants from .constants import DATA_PATH as DATA_PATH from .constants import SOL_DECIMAL_DIVISOR as SOL_DECIMAL_DIVISOR from .constants import SOL_DECIMALS as SOL_DECIMALS from .constants import SOL_MINT_ADDRESS as SOL_MINT_ADDRESS from .constants import SYSTEM_PROGRAM_ADDRESS as SYSTEM_PROGRAM_ADDRESS from .constants import WARNING_DISCLAIMER_TEXT as WARNING_DISCLAIMER_TEXT from .constants import version as version from .context import Context as Context from .contextbuilder import ContextBuilder as ContextBuilder from .createmarketoperations import create_market_instruction_builder as create_market_instruction_builder from .createmarketoperations import create_market_operations as create_market_operations from .encoding import decode_binary as decode_binary from .encoding import encode_binary as encode_binary from .encoding import encode_key as encode_key from .encoding import encode_int as encode_int from .ensuremarketloaded import ensure_market_loaded as ensure_market_loaded from .ensuremarketloaded import load_market_by_symbol as load_market_by_symbol from .group import Group as Group from .group import GroupSlot as GroupSlot from .group import GroupSlotPerpMarket as GroupSlotPerpMarket from .group import GroupSlotSpotMarket as GroupSlotSpotMarket from .healthcheck import HealthCheck as HealthCheck from .idl import IdlParser as IdlParser from .idl import lazy_load_cached_idl_parser as lazy_load_cached_idl_parser from .idsjsonmarketlookup import IdsJsonMarketLookup as IdsJsonMarketLookup from .inventory import Inventory as Inventory from .inventory import PerpInventoryAccountWatcher as PerpInventoryAccountWatcher from .inventory import SpotInventoryAccountWatcher as SpotInventoryAccountWatcher from .instructions import build_cancel_perp_order_instructions as build_cancel_perp_order_instructions from .instructions import build_cancel_spot_order_instructions as build_cancel_spot_order_instructions from .instructions import build_close_spl_account_instructions as build_close_spl_account_instructions from .instructions import build_create_account_instructions as build_create_account_instructions from .instructions import build_create_associated_spl_account_instructions as build_create_associated_spl_account_instructions from .instructions import build_create_solana_account_instructions as build_create_solana_account_instructions from .instructions import build_create_spl_account_instructions as build_create_spl_account_instructions from .instructions import build_create_serum_open_orders_instructions as build_create_serum_open_orders_instructions from .instructions import build_deposit_instructions as build_deposit_instructions from .instructions import build_faucet_airdrop_instructions as build_faucet_airdrop_instructions from .instructions import build_mango_consume_events_instructions as build_mango_consume_events_instructions from .instructions import build_place_perp_order_instructions as build_place_perp_order_instructions from .instructions import build_redeem_accrued_mango_instructions as build_redeem_accrued_mango_instructions from .instructions import build_serum_consume_events_instructions as build_serum_consume_events_instructions from .instructions import build_serum_place_order_instructions as build_serum_place_order_instructions from .instructions import build_serum_settle_instructions as build_serum_settle_instructions from .instructions import build_spot_place_order_instructions as build_spot_place_order_instructions from .instructions import build_transfer_spl_tokens_instructions as build_transfer_spl_tokens_instructions from .instructions import build_withdraw_instructions as build_withdraw_instructions from .instructionreporter import InstructionReporter as InstructionReporter from .instructionreporter import SerumInstructionReporter as SerumInstructionReporter from .instructionreporter import MangoInstructionReporter as MangoInstructionReporter from .instructionreporter import CompoundInstructionReporter as CompoundInstructionReporter from .instructiontype import InstructionType as InstructionType from .instrumentlookup import InstrumentLookup as InstrumentLookup from .instrumentlookup import NullInstrumentLookup as NullInstrumentLookup from .instrumentlookup import CompoundInstrumentLookup as CompoundInstrumentLookup from .instrumentlookup import IdsJsonTokenLookup as IdsJsonTokenLookup from .instrumentlookup import NonSPLInstrumentLookup as NonSPLInstrumentLookup from .instrumentlookup import SPLTokenLookup as SPLTokenLookup from .instrumentvalue import InstrumentValue as InstrumentValue from .liquidatablereport import LiquidatableState as LiquidatableState from .liquidatablereport import LiquidatableReport as LiquidatableReport from .liquidationevent import LiquidationEvent as LiquidationEvent from .liquidationprocessor import LiquidationProcessor as LiquidationProcessor from .liquidationprocessor import LiquidationProcessorState as LiquidationProcessorState from .loadedmarket import LoadedMarket as LoadedMarket from .logmessages import expand_log_messages as expand_log_messages from .lotsizeconverter import LotSizeConverter as LotSizeConverter from .mangoinstruction import MangoInstruction as MangoInstruction from .lotsizeconverter import NullLotSizeConverter as NullLotSizeConverter from .market import DryRunMarket as DryRunMarket from .market import InventorySource as InventorySource from .market import Market as Market from .marketlookup import CompoundMarketLookup as CompoundMarketLookup from .marketlookup import MarketLookup as MarketLookup from .marketlookup import NullMarketLookup as NullMarketLookup from .marketoperations import MarketInstructionBuilder as MarketInstructionBuilder from .marketoperations import MarketOperations as MarketOperations from .marketoperations import NullMarketInstructionBuilder as NullMarketInstructionBuilder from .marketoperations import NullMarketOperations as NullMarketOperations from .metadata import Metadata as Metadata from .modelstate import ModelState as ModelState from .notification import CompoundNotificationTarget as CompoundNotificationTarget from .notification import ConsoleNotificationTarget as ConsoleNotificationTarget from .notification import CsvFileNotificationTarget as CsvFile
|
Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Detected Errors: • Code truncated in middle of expression - unexpected EOF • Unterminated string literal at line 1 Fix: Complete the truncated code structure
|
intermediate
|
testing
|
error_detection
|
Pythoncode:Python
| 0
| 0
| 8,865
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\n# In --strict mode, mypy complains about imports unless they're done this way.\n#\n# It complains 'Module has no attribute ABC' or 'Module \"mango\" does not explicitly export\n# attribute \"XYZ\"; implicit reexport disabled'. We could dial that back by using the\n# --implicit-reexport parameter, but let's keep things strict.\n#\n# Each import then *must* be of the form `from .file import X as X`. (Until/unless there's\n# a better way.)\n#\nfrom .account import Account as Account\nfrom .account import AccountSlot as AccountSlot\nfrom .accountflags import AccountFlags as AccountFlags\nfrom .accountinfo import AccountInfo as AccountInfo\nfrom .accountinfoconverter import build_account_info_converter as build_account_info_converter\nfrom .accountinstrumentvalues import AccountInstrumentValues as AccountInstrumentValues\nfrom .accountinstrumentvalues import PricedAccountInstrumentValues as PricedAccountInstrumentValues\nfrom .accountliquidator import AccountLiquidator as AccountLiquidator\nfrom .accountliquidator import NullAccountLiquidator as NullAccountLiquidator\nfrom .accountscout import AccountScout as AccountScout\nfrom .accountscout import ScoutReport as ScoutReport\nfrom .addressableaccount import AddressableAccount as AddressableAccount\nfrom .arguments import parse_args as parse_args\nfrom .arguments import output as output\nfrom .balancesheet import BalanceSheet as BalanceSheet\nfrom .cache import Cache as Cache\nfrom .cache import MarketCache as MarketCache\nfrom .cache import PerpMarketCache as PerpMarketCache\nfrom .cache import PriceCache as PriceCache\nfrom .cache import RootBankCache as RootBankCache\nfrom .client import BetterClient as BetterClient\nfrom .client import BlockhashNotFoundException as BlockhashNotFoundException\nfrom .client import ClientException as ClientException\nfrom .client import CompoundException as CompoundException\nfrom .client import CompoundRPCCaller as CompoundRPCCaller\nfrom .client import FailedToFetchBlockhashException as FailedToFetchBlockhashException\nfrom .client import NodeIsBehindException as NodeIsBehindException\nfrom .client import RateLimitException as RateLimitException\nfrom .client import RPCCaller as RPCCaller\nfrom .client import SlotHolder as SlotHolder\nfrom .client import TooManyRequestsRateLimitException as TooManyRequestsRateLimitException\nfrom .client import TooMuchBandwidthRateLimitException as TooMuchBandwidthRateLimitException\nfrom .client import TransactionException as TransactionException\nfrom .combinableinstructions import CombinableInstructions as CombinableInstructions\nfrom .constants import MangoConstants as MangoConstants\nfrom .constants import DATA_PATH as DATA_PATH\nfrom .constants import SOL_DECIMAL_DIVISOR as SOL_DECIMAL_DIVISOR\nfrom .constants import SOL_DECIMALS as SOL_DECIMALS\nfrom .constants import SOL_MINT_ADDRESS as SOL_MINT_ADDRESS\nfrom .constants import SYSTEM_PROGRAM_ADDRESS as SYSTEM_PROGRAM_ADDRESS\nfrom .constants import WARNING_DISCLAIMER_TEXT as WARNING_DISCLAIMER_TEXT\nfrom .constants import version as version\nfrom .context import Context as Context\nfrom .contextbuilder import ContextBuilder as ContextBuilder\nfrom .createmarketoperations import create_market_instruction_builder as create_market_instruction_builder\nfrom .createmarketoperations import create_market_operations as create_market_operations\nfrom .encoding import decode_binary as decode_binary\nfrom .encoding import encode_binary as encode_binary\nfrom .encoding import encode_key as encode_key\nfrom .encoding import encode_int as encode_int\nfrom .ensuremarketloaded import ensure_market_loaded as ensure_market_loaded\nfrom .ensuremarketloaded import load_market_by_symbol as load_market_by_symbol\nfrom .group import Group as Group\nfrom .group import GroupSlot as GroupSlot\nfrom .group import GroupSlotPerpMarket as GroupSlotPerpMarket\nfrom .group import GroupSlotSpotMarket as GroupSlotSpotMarket\nfrom .healthcheck import HealthCheck as HealthCheck\nfrom .idl import IdlParser as IdlParser\nfrom .idl import lazy_load_cached_idl_parser as lazy_load_cached_idl_parser\nfrom .idsjsonmarketlookup import IdsJsonMarketLookup as IdsJsonMarketLookup\nfrom .inventory import Inventory as Inventory\nfrom .inventory import PerpInventoryAccountWatcher as PerpInventoryAccountWatcher\nfrom .inventory import SpotInventoryAccountWatcher as SpotInventoryAccountWatcher\nfrom .instructions import build_cancel_perp_order_instructions as build_cancel_perp_order_instructions\nfrom .instructions import build_cancel_spot_order_instructions as build_cancel_spot_order_instructions\nfrom .instructions import build_close_spl_account_instructions as build_close_spl_account_instructions\nfrom .instructions import build_create_account_instructions as build_create_account_instructions\nfrom .instructions import build_create_associated_spl_account_instructions as build_create_associated_spl_account_instructions\nfrom .instructions import build_create_solana_account_instructions as build_create_solana_account_instructions\nfrom .instructions import build_create_spl_account_instructions as build_create_spl_account_instructions\nfrom .instructions import build_create_serum_open_orders_instructions as build_create_serum_open_orders_instructions\nfrom .instructions import build_deposit_instructions as build_deposit_instructions\nfrom .instructions import build_faucet_airdrop_instructions as build_faucet_airdrop_instructions\nfrom .instructions import build_mango_consume_events_instructions as build_mango_consume_events_instructions\nfrom .instructions import build_place_perp_order_instructions as build_place_perp_order_instructions\nfrom .instructions import build_redeem_accrued_mango_instructions as build_redeem_accrued_mango_instructions\nfrom .instructions import build_serum_consume_events_instructions as build_serum_consume_events_instructions\nfrom .instructions import build_serum_place_order_instructions as build_serum_place_order_instructions\nfrom .instructions import build_serum_settle_instructions as build_serum_settle_instructions\nfrom .instructions import build_spot_place_order_instructions as build_spot_place_order_instructions\nfrom .instructions import build_transfer_spl_tokens_instructions as build_transfer_spl_tokens_instructions\nfrom .instructions import build_withdraw_instructions as build_withdraw_instructions\nfrom .instructionreporter import InstructionReporter as InstructionReporter\nfrom .instructionreporter import SerumInstructionReporter as SerumInstructionReporter\nfrom .instructionreporter import MangoInstructionReporter as MangoInstructionReporter\nfrom .instructionreporter import CompoundInstructionReporter as CompoundInstructionReporter\nfrom .instructiontype import InstructionType as InstructionType\nfrom .instrumentlookup import InstrumentLookup as InstrumentLookup\nfrom .instrumentlookup import NullInstrumentLookup as NullInstrumentLookup\nfrom .instrumentlookup import CompoundInstrumentLookup as CompoundInstrumentLookup\nfrom .instrumentlookup import IdsJsonTokenLookup as IdsJsonTokenLookup\nfrom .instrumentlookup import NonSPLInstrumentLookup as NonSPLInstrumentLookup\nfrom .instrumentlookup import SPLTokenLookup as SPLTokenLookup\nfrom .instrumentvalue import InstrumentValue as InstrumentValue\nfrom .liquidatablereport import LiquidatableState as LiquidatableState\nfrom .liquidatablereport import LiquidatableReport as LiquidatableReport\nfrom .liquidationevent import LiquidationEvent as LiquidationEvent\nfrom .liquidationprocessor import LiquidationProcessor as LiquidationProcessor\nfrom .liquidationprocessor import LiquidationProcessorState as LiquidationProcessorState\nfrom .loadedmarket import LoadedMarket as LoadedMarket\nfrom .logmessages import expand_log_messages as expand_log_messages\nfrom .lotsizeconverter import LotSizeConverter as LotSizeConverter\nfrom .mangoinstruction import MangoInstruction as MangoInstruction\nfrom .lotsizeconverter import NullLotSizeConverter as NullLotSizeConverter\nfrom .market import DryRunMarket as DryRunMarket\nfrom .market import InventorySource as InventorySource\nfrom .market import Market as Market\nfrom .marketlookup import CompoundMarketLookup as CompoundMarketLookup\nfrom .marketlookup import MarketLookup as MarketLookup\nfrom .marketlookup import NullMarketLookup as NullMarketLookup\nfrom .marketoperations import MarketInstructionBuilder as MarketInstructionBuilder\nfrom .marketoperations import MarketOperations as MarketOperations\nfrom .marketoperations import NullMarketInstructionBuilder as NullMarketInstructionBuilder\nfrom .marketoperations import NullMarketOperations as NullMarketOperations\nfrom .metadata import Metadata as Metadata\nfrom .modelstate import ModelState as ModelState\nfrom .notification import CompoundNotificationTarget as CompoundNotificationTarget\nfrom .notification import ConsoleNotificationTarget as ConsoleNotificationTarget\nfrom .notification import CsvFileNotificationTarget as CsvFile"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: HARD_CUT\n Error: SyntaxError / EOF\n\n Detected Errors:\n \u2022 Code truncated in middle of expression - unexpected EOF\n \u2022 Unterminated string literal at line 1\n\n Fix: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
7c30b20fb26e70f99e3a1516c799910198cc11b1
|
TheStack--python--000.parquet
|
Repair the syntax errors in this Pythoncode:Python code: import lettercounter as lc #Books form Gutenberg Project: https://www.gutenberg.org/ebooks/author/69 lc.showPlots(text_directory_pathname="./Book title="Sir Arthur Conan Doyle's favourite letters", legend_label_main="in Doyle's stories")
|
Syntax Analysis: Syntax Errors Found: • Unterminated string literal at line 5 • Unterminated string literal at line 5 Fixes: • Add closing quote at line 5 • Add closing quote to string literal
|
intermediate
|
api
|
syntax_repair
|
Pythoncode:Python
| 0
| 0
| 255
| true
|
[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\nimport lettercounter as lc\n\n#Books form Gutenberg Project: https://www.gutenberg.org/ebooks/author/69\n\nlc.showPlots(text_directory_pathname=\"./Book\n title=\"Sir Arthur Conan Doyle's favourite letters\",\n legend_label_main=\"in Doyle's stories\")"}, {"role": "assistant", "content": " Syntax Analysis:\n\n Syntax Errors Found:\n \u2022 Unterminated string literal at line 5\n \u2022 Unterminated string literal at line 5\n\n Fixes:\n \u2022 Add closing quote at line 5\n \u2022 Add closing quote to string literal"}]
| true
|
syntax
|
BROKEN_INDENTATION
|
MEDIUM
|
7c30ba325b9fb817b1364d8d7e3e057255111d8c
|
TheStack--python--000.parquet
|
Complete this incomplete Pythoncode:Python code: from .bbItem import bbItem from ...bbConfig import bbData class bbTurret(bbItem): dps = 0.0 def __init__(self, name, aliases, dps=0.0, value=0, wiki="", manufacturer="", icon="", emoji=""): super(bbTurret, self).__init__(name, aliases, value=value, wiki=wiki, manufacturer=manufacturer, icon=icon, emoji=emoji) self.dps = dps def statsStringShort(self): return "*Dps: " + str(self.dps) + "*" def getType(self): return bbTurret def fromDict(turretDict): if turretDict["builtIn"]: return bbData.builtInTurretObjs[turretDict["name"]] ... code continues ...
|
Completion: Missing: If block is incomplete - body missing To complete: • Add body to If block or use 'pass' statement Example continuation: else: return bbTurret(turretDict["name"], turretDict["aliases"], dps=turretDict["dps"], value=turretDict["value"], wiki=turretDict["wiki"] if "wiki" in turretDict else "", manufacturer=turretDict["manufacturer"] if "manufacturer" in turretDict else "", icon=turretDict["icon"] if "icon" in turretDict else bbData.rocketIcon, emoji=turretDict["emoji"] if "emoji" in turretDict else "")
|
advanced
|
ui
|
incomplete_code
|
Pythoncode:Python
| 4
| 1
| 603
| true
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\nfrom .bbItem import bbItem\nfrom ...bbConfig import bbData\n\nclass bbTurret(bbItem):\n dps = 0.0\n\n def __init__(self, name, aliases, dps=0.0, value=0, wiki=\"\", manufacturer=\"\", icon=\"\", emoji=\"\"):\n super(bbTurret, self).__init__(name, aliases, value=value, wiki=wiki, manufacturer=manufacturer, icon=icon, emoji=emoji)\n\n self.dps = dps\n\n \n def statsStringShort(self):\n return \"*Dps: \" + str(self.dps) + \"*\"\n\n\n def getType(self):\n return bbTurret\n\n\ndef fromDict(turretDict):\n if turretDict[\"builtIn\"]:\n return bbData.builtInTurretObjs[turretDict[\"name\"]]\n\n ... code continues ..."}, {"role": "assistant", "content": " Completion:\n\n Missing: If block is incomplete - body missing\n\n To complete:\n \u2022 Add body to If block or use 'pass' statement\n\n Example continuation:\n else:\n return bbTurret(turretDict[\"name\"], turretDict[\"aliases\"], dps=turretDict[\"dps\"], value=turretDict[\"value\"],\n wiki=turretDict[\"wiki\"] if \"wiki\" in turretDict else \"\", manufacturer=turretDict[\"manufacturer\"] if \"manufacturer\" in turretDict else \"\",\n icon=turretDict[\"icon\"] if \"icon\" in turretDict else bbData.rocketIcon, emoji=turretDict[\"emoji\"] if \"emoji\" in turretDict else \"\")"}]
| true
|
syntax
|
MID_BLOCK
|
HIGH
|
7c31ff3f832fdd4d6ba0dc485287be931476d8a3
|
TheStack--python--000.parquet
|
Fill in the in this Pythoncode:Python code: from django.urls import path from what_can_i_cook.views import WCICFilterView, WCICResultView app_name = "wcic" # Complete this line urlpatterns = [ path("", WCICFilterView.as_view(), name="wcic-start"), path("results/", WCICResultView.as_view(), name="wcic-results"), ]
|
The missing line is:
|
intermediate
|
ui
|
fill_in_the_blank
|
Pythoncode:Python
| 0
| 0
| 263
| true
|
[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\nfrom django.urls import path\n\nfrom what_can_i_cook.views import WCICFilterView, WCICResultView\n\napp_name = \"wcic\"\n\n # Complete this line\nurlpatterns = [\n path(\"\", WCICFilterView.as_view(), name=\"wcic-start\"),\n path(\"results/\", WCICResultView.as_view(), name=\"wcic-results\"),\n]"}, {"role": "assistant", "content": "The missing line is:"}]
| false
| null | null | null |
7c32d21e81a25b4bfc714d53125ce26089327176
|
TheStack--python--000.parquet
|
Complete this Pythoncode:Python code: import ssg.utils def preprocess(data, lang): data["arg_name_value"] = data["arg_name"] + "=" + data["arg_value"] if lang == "oval": # escape dot, this is used in oval regex
|
data["escaped_arg_name_value"] = data["arg_name_value"].replace(".", "\\.") # replace . with _, this is used in test / object / state ids data["sanitized_arg_name"] = ssg.utils.escape_id(data["arg_name"]) return data
|
intermediate
|
testing
|
code_completion
|
Pythoncode:Python
| 1
| 0
| 436
| true
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\nimport ssg.utils\n\n\ndef preprocess(data, lang):\n data[\"arg_name_value\"] = data[\"arg_name\"] + \"=\" + data[\"arg_value\"]\n if lang == \"oval\":\n # escape dot, this is used in oval regex"}, {"role": "assistant", "content": "\n data[\"escaped_arg_name_value\"] = data[\"arg_name_value\"].replace(\".\", \"\\\\.\")\n # replace . with _, this is used in test / object / state ids\n data[\"sanitized_arg_name\"] = ssg.utils.escape_id(data[\"arg_name\"])\n return data"}]
| false
| null | null | null |
7c32daa41ae2a8f92a0d91d061b5264ea9984602
|
TheStack--python--000.parquet
|
Fix this broken Pythoncode:Python code: import tensorflow as tf import os import contractions import tensorflow as tf import pandas as pd import numpy as np import time import rich from rich.progress import track import spacy from config import params #Preprocessing Text class preprocess_text(): def __init__(self): pass def remove_pattern(self, text, pattern= r'[^a-zA-Z0-9.!?, ]', replace_with= ""): return re.sub(pattern, replace_with, text) def tokenize_sent(self, text, nlp): doc= nlp(text) return [sent.text for sent in doc.sents] def tokenize_words(self, text, nlp): doc= nlp(text) return " ".join(tok.text for tok in doc) def expand_contractions(self, text): return contractions.fix(text) def do_lemmatization(self, text, nlp): doc= nlp(text) return ' '.join(tok.lemma_ if tok.lemma_ != "-PRON-" else tok.text for tok in doc) def add_sos_eos(self, text, sos= False, eos= False): if (sos and eos): return "<sos> " + text + " <eos>" if eos: return text + " <eos>" if sos: return "<sos> " + text return text def remove_accents(self, text): Error: SyntaxError / EOF
|
Fixed Code: import tensorflow as tf import os import contractions import tensorflow as tf import pandas as pd import numpy as np import time import rich from rich.progress import track import spacy from config import params #Preprocessing Text class preprocess_text(): def __init__(self): pass Explanation: Complete the truncated code structure
|
advanced
|
database
|
error_fixing
|
Pythoncode:Python
| 10
| 1
| 1,230
| true
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\nimport tensorflow as tf\nimport os\nimport contractions\nimport tensorflow as tf\nimport pandas as pd\nimport numpy as np\n\nimport time\nimport rich\nfrom rich.progress import track\nimport spacy\n\nfrom config import params\n\n#Preprocessing Text\nclass preprocess_text():\n\n def __init__(self):\n pass\n \n def remove_pattern(self, text, pattern= r'[^a-zA-Z0-9.!?, ]', replace_with= \"\"):\n return re.sub(pattern, replace_with, text)\n \n def tokenize_sent(self, text, nlp):\n doc= nlp(text)\n return [sent.text for sent in doc.sents]\n \n def tokenize_words(self, text, nlp):\n doc= nlp(text)\n return \" \".join(tok.text for tok in doc)\n \n def expand_contractions(self, text):\n\n return contractions.fix(text)\n \n def do_lemmatization(self, text, nlp):\n doc= nlp(text)\n return ' '.join(tok.lemma_ if tok.lemma_ != \"-PRON-\" else tok.text for tok in doc)\n \n def add_sos_eos(self, text, sos= False, eos= False):\n if (sos and eos):\n return \"<sos> \" + text + \" <eos>\" \n if eos:\n return text + \" <eos>\"\n if sos:\n return \"<sos> \" + text\n return text\n \n def remove_accents(self, text):\n\n Error: SyntaxError / EOF"}, {"role": "assistant", "content": " Fixed Code:\n\n\nimport tensorflow as tf\nimport os\nimport contractions\nimport tensorflow as tf\nimport pandas as pd\nimport numpy as np\n\nimport time\nimport rich\nfrom rich.progress import track\nimport spacy\n\nfrom config import params\n\n#Preprocessing Text\nclass preprocess_text():\n\n def __init__(self):\n pass\n \n\n Explanation: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
7c34376a6bdd5ec8372f4490b569f441abff9288
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: from setuptools import setup, find_packages from distutils.extension import Extension from distutils.command.sdist import sdist try: from Cython.Build import cythonize
|
Error Analysis: Error Type: MID_BLOCK Error: IndentationError / Expected indented block Detected Errors: • Code truncated in middle of expression - unexpected EOF • SyntaxError: expected 'except' or 'finally' block at line 5 Fix: Add body to Try block or use 'pass' statement
|
advanced
|
api
|
error_detection
|
Pythoncode:Python
| 1
| 1
| 171
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nfrom setuptools import setup, find_packages\nfrom distutils.extension import Extension\nfrom distutils.command.sdist import sdist\ntry:\n from Cython.Build import cythonize"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: MID_BLOCK\n Error: IndentationError / Expected indented block\n\n Detected Errors:\n \u2022 Code truncated in middle of expression - unexpected EOF\n \u2022 SyntaxError: expected 'except' or 'finally' block at line 5\n\n Fix: Add body to Try block or use 'pass' statement"}]
| true
|
syntax
|
MID_BLOCK
|
HIGH
|
7c3462f9e646dbe27aad64fea0cc1723870ee413
|
TheStack--python--000.parquet
|
Complete this incomplete Pythoncode:Python code: import cv2 import mediapipe as mp class FaceDetection(): # initialize the face detection class with arguments from https://google.github.io/mediapipe/solutions/face_detection.html def __init__(self, model_selection = 0, threshold = 0.5): self.model_selection = model_selection self.threshold = threshold self.mp_draw = mp.solutions.drawing_utils self.face_detection = mp.solutions.face_detection.FaceDetection(model_selection = self.model_selection, min_detection_confidence = self.threshold) # gets bounding boxes using self.face_detection, returns a list of element, elment = (score, bbox_dict) def get_bboxs(self, frame): mp_detections = self.face_detection.process(frame) score_bboxs = [] if mp_detections.detections: for detection in mp_detections.detections: score = detection.score[0] mp_bbox = detection.location_data.relative_bounding_box bbox_dict = { 'x_min': mp_bbox.xmin, 'y_min': mp_bbox.ymin, 'w': mp_bbox.width, 'h': mp_bbox.height } score_bboxs.append([score, bbox_dict]) # draws the bbox onto the frame def draw_bbox(self, face_probs, bbox_dict, frame, col = (255, 0, 255), gender = None, gender_score = None): x_min, y_min, w, h = bbox_dict.values() frame_h, frame_w, _ = frame.shape bbox = int(x_min * frame_w), int(y_min * frame_h), int(w * frame_w), int(h * frame_h) # prepare text, depending on what atributes we predict text = str(round(face_probs, 3)) if gender: text = gender + ": " + str(round(gender_score, 2)) # draw bbox cv2.rectangle(frame, bbox, col, 2) cv2.putText(frame, text, (bbox[0], bbox[1] - 10), cv2.FONT_HERSHEY_COMPLEX, 0.5, col, 1) ... code continues ...
|
Completion: Missing: Function missing return statement To complete: • Add return statement to function Example continuation:
|
advanced
|
api
|
incomplete_code
|
Pythoncode:Python
| 3
| 1
| 1,940
| true
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\nimport cv2\nimport mediapipe as mp\n\nclass FaceDetection():\n # initialize the face detection class with arguments from https://google.github.io/mediapipe/solutions/face_detection.html\n def __init__(self, model_selection = 0, threshold = 0.5):\n self.model_selection = model_selection\n self.threshold = threshold\n\n self.mp_draw = mp.solutions.drawing_utils\n self.face_detection = mp.solutions.face_detection.FaceDetection(model_selection = self.model_selection, min_detection_confidence = self.threshold)\n\n # gets bounding boxes using self.face_detection, returns a list of element, elment = (score, bbox_dict)\n def get_bboxs(self, frame):\n mp_detections = self.face_detection.process(frame)\n score_bboxs = []\n if mp_detections.detections:\n for detection in mp_detections.detections:\n score = detection.score[0]\n mp_bbox = detection.location_data.relative_bounding_box\n bbox_dict = {\n 'x_min': mp_bbox.xmin,\n 'y_min': mp_bbox.ymin,\n 'w': mp_bbox.width,\n 'h': mp_bbox.height\n }\n\n score_bboxs.append([score, bbox_dict])\n\n\n # draws the bbox onto the frame\n def draw_bbox(self, face_probs, bbox_dict, frame, col = (255, 0, 255), gender = None, gender_score = None):\n x_min, y_min, w, h = bbox_dict.values()\n frame_h, frame_w, _ = frame.shape\n bbox = int(x_min * frame_w), int(y_min * frame_h), int(w * frame_w), int(h * frame_h)\n\n # prepare text, depending on what atributes we predict\n text = str(round(face_probs, 3))\n if gender:\n text = gender + \": \" + str(round(gender_score, 2))\n\n # draw bbox\n cv2.rectangle(frame, bbox, col, 2)\n cv2.putText(frame, text, (bbox[0], bbox[1] - 10),\n cv2.FONT_HERSHEY_COMPLEX, 0.5, col, 1)\n\n\n\n ... code continues ..."}, {"role": "assistant", "content": " Completion:\n\n Missing: Function missing return statement\n\n To complete:\n \u2022 Add return statement to function\n\n Example continuation:"}]
| true
|
syntax
|
INCOMPLETE_LOGIC
|
MEDIUM
|
7c34972839ffa0fc13d463ba6725ab4c70743477
|
TheStack--python--000.parquet
|
Fix this broken Pythoncode:Python code: import sys import logging # loggers_dict = logging.Logger.manager.loggerDict # # logger = logging.getLogger() # logger.handlers = [] # # # Set level # logger.setLevel(logging.DEBUG) # # # FORMAT = "%(asctime)s - %(levelno)s - %(module)-15s - %(funcName)-15s - %(message)s" # # FORMAT = "%(asctime)s %(levelno)s: %(module)30s %(message)s" # FORMAT = "%(levelno)s - %(module)-15s - %(funcName)-15s - %(message)s" # # DATE_FMT = "%Y-%m-%d %H:%M:%S" # DATE_FMT = "%Y-%m-%d %H:%M:%S" # formatter = logging.Formatter(FORMAT, DATE_FMT) # # # Create handler and assign # handler = logging.StreamHandler(sys.stderr) # handler.setFormatter(formatter) # logger.handlers = [handler] # logger.debug("Logging started") #%% # Standard imports import os from pathlib import Path import json from time import sleep # Ocean imports import squid_py from squid_py.ocean.ocean import Ocean from squid_py.config import Config from pprint import pprint import mantaray_utilities as manta_utils from mantaray_utilities.user import password_map #%% CONFIG def publish(url, price, reward, number_nodes): # metadata = squid_py.ddo.metadata.Metadata.get_example() # print('Name of asset:', metadata['base']['name']) with open(JSON_TEMPLATE, 'r') as f: metadata = json.load(f) metadata['base']['files'][0]['url'] = url metadata['base']['price'] = str(price) metadata['additionalInformation']['reward'] = str(reward) metadata['additionalInformation']['numberNodes'] = str(number_nodes) ddo = ocn.assets.create(metadata, publisher_acct) registered_did = ddo.did logging.info("New asset registered at {}".format(str(registered_did))) logging.info("Asset name: {}".format(metadata['base']['name'])) logging.info("Encrypted files to secret store, cipher text: [{}...] . ".format(ddo.metadata['base']['encryptedFiles'][:50])) return registered_did registered_did = publish(args.url, args.price, args.reward, args.number_nodes) #TODO: Better handling based on reciept print("Wait for the transaction to complete!") sleep(10) # %% ddo = ocn.assets.resolve(registered_did) # print("Asset '{}' resolved from Aquarius metadata storage: {}".format(ddo.did,ddo.metadata['base']['name'])) # %% [markdown] # Similarly, we ca Error: SyntaxError: unterminated string literal
|
Fixed Code: import sys import logging # loggers_dict = logging.Logger.manager.loggerDict # # logger = logging.getLogger() # logger.handlers = [] # # # Set level # logger.setLevel(logging.DEBUG) # # # FORMAT = "%(asctime)s - %(levelno)s - %(module)-15s - %(funcName)-15s - %(message)s" # # FORMAT = "%(asctime)s %(levelno)s: %(module)30s %(message)s" # FORMAT = "%(levelno)s - %(module)-15s - %(funcName)-15s - %(message)s" # # DATE_FMT = "%Y-%m-%d %H:%M:%S" # DATE_FMT = "%Y-%m-%d %H:%M:%S" # formatter = logging.Formatter(FORMAT, DATE_FMT) # # # Create handler and assign Explanation: Close the string literal with matching quote
|
intermediate
|
testing
|
error_fixing
|
Pythoncode:Python
| 1
| 0
| 2,249
| true
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\nimport sys\n\nimport logging\n# loggers_dict = logging.Logger.manager.loggerDict\n#\n# logger = logging.getLogger()\n# logger.handlers = []\n#\n# # Set level\n# logger.setLevel(logging.DEBUG)\n#\n# # FORMAT = \"%(asctime)s - %(levelno)s - %(module)-15s - %(funcName)-15s - %(message)s\"\n# # FORMAT = \"%(asctime)s %(levelno)s: %(module)30s %(message)s\"\n# FORMAT = \"%(levelno)s - %(module)-15s - %(funcName)-15s - %(message)s\"\n#\n# DATE_FMT = \"%Y-%m-%d %H:%M:%S\"\n# DATE_FMT = \"%Y-%m-%d %H:%M:%S\"\n# formatter = logging.Formatter(FORMAT, DATE_FMT)\n#\n# # Create handler and assign\n# handler = logging.StreamHandler(sys.stderr)\n# handler.setFormatter(formatter)\n# logger.handlers = [handler]\n# logger.debug(\"Logging started\")\n\n#%%\n# Standard imports\nimport os\nfrom pathlib import Path\nimport json\nfrom time import sleep\n# Ocean imports\nimport squid_py\nfrom squid_py.ocean.ocean import Ocean\nfrom squid_py.config import Config\nfrom pprint import pprint\nimport mantaray_utilities as manta_utils\nfrom mantaray_utilities.user import password_map\n\n#%% CONFIG\n\ndef publish(url, price, reward, number_nodes):\n # metadata = squid_py.ddo.metadata.Metadata.get_example()\n # print('Name of asset:', metadata['base']['name'])\n with open(JSON_TEMPLATE, 'r') as f:\n metadata = json.load(f)\n\n metadata['base']['files'][0]['url'] = url\n metadata['base']['price'] = str(price)\n metadata['additionalInformation']['reward'] = str(reward)\n metadata['additionalInformation']['numberNodes'] = str(number_nodes)\n ddo = ocn.assets.create(metadata, publisher_acct)\n registered_did = ddo.did\n logging.info(\"New asset registered at {}\".format(str(registered_did)))\n logging.info(\"Asset name: {}\".format(metadata['base']['name']))\n logging.info(\"Encrypted files to secret store, cipher text: [{}...] . \".format(ddo.metadata['base']['encryptedFiles'][:50]))\n return registered_did\n\n\nregistered_did = publish(args.url, args.price, args.reward, args.number_nodes)\n\n#TODO: Better handling based on reciept\nprint(\"Wait for the transaction to complete!\")\nsleep(10)\n# %%\nddo = ocn.assets.resolve(registered_did)\n# print(\"Asset '{}' resolved from Aquarius metadata storage: {}\".format(ddo.did,ddo.metadata['base']['name']))\n\n# %% [markdown]\n# Similarly, we ca\n\n Error: SyntaxError: unterminated string literal"}, {"role": "assistant", "content": " Fixed Code:\n\n\nimport sys\n\nimport logging\n# loggers_dict = logging.Logger.manager.loggerDict\n#\n# logger = logging.getLogger()\n# logger.handlers = []\n#\n# # Set level\n# logger.setLevel(logging.DEBUG)\n#\n# # FORMAT = \"%(asctime)s - %(levelno)s - %(module)-15s - %(funcName)-15s - %(message)s\"\n# # FORMAT = \"%(asctime)s %(levelno)s: %(module)30s %(message)s\"\n# FORMAT = \"%(levelno)s - %(module)-15s - %(funcName)-15s - %(message)s\"\n#\n# DATE_FMT = \"%Y-%m-%d %H:%M:%S\"\n# DATE_FMT = \"%Y-%m-%d %H:%M:%S\"\n# formatter = logging.Formatter(FORMAT, DATE_FMT)\n#\n# # Create handler and assign\n\n Explanation: Close the string literal with matching quote"}]
| true
|
syntax
|
MID_STRING
|
CRITICAL
|
7c3522929deb4bb2524b97c1af2b5f08df9a050e
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: # -*- coding: utf-8 -*- """ pyRofex.components.messages Defines APIs messages templates """ # Template for a Market Data Subscription message
|
Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Detected Errors: • Code truncated in middle of expression - unexpected EOF • Unterminated string literal at line 2 Fix: Complete the truncated code structure
|
intermediate
|
api
|
error_detection
|
Pythoncode:Python
| 0
| 0
| 151
| false
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\n# -*- coding: utf-8 -*-\n\"\"\"\n pyRofex.components.messages\n\n Defines APIs messages templates\n\"\"\"\n\n# Template for a Market Data Subscription message"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: HARD_CUT\n Error: SyntaxError / EOF\n\n Detected Errors:\n \u2022 Code truncated in middle of expression - unexpected EOF\n \u2022 Unterminated string literal at line 2\n\n Fix: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
7c3538aced9958f0470322c0f12570121760b4ab
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: #!/usr/bin/env python3.4 from flask import Flask import requests from fibonacci import fibonacci as fib app = Flask(__name__) @app.route('/count/<key>') def count(key): re
|
Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Fix: Complete the truncated code structure
|
intermediate
|
api
|
error_detection
|
Pythoncode:Python
| 2
| 0
| 179
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\n#!/usr/bin/env python3.4\nfrom flask import Flask\nimport requests\nfrom fibonacci import fibonacci as fib\n\n\napp = Flask(__name__)\n\n\n@app.route('/count/<key>')\ndef count(key):\n re"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: HARD_CUT\n Error: SyntaxError / EOF\n\n Fix: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
7c3550de30b723134e6acdc5e3a7cc90bba86785
|
TheStack--python--000.parquet
|
Fix this broken Pythoncode:Python code: # Future Imports for py2/3 backwards compat. from __future__ import (absolute_import, division, print_function, def fix_null(data): if data == 'null': return 0 return data class VulnerabilityExceptionStatus(object): UNDER_REVIEW = "Under Review" APPROVED = "Approved" REJECTED = "Rejected" DELETED = "Deleted" # This state is also used for recalled exceptions! class VulnerabilityExceptionReason(object): FALSE_POSITIVE = "False Positive" COMPENSATING_CONTROL = "Compensating Control" ACCEPTABLE_USE = "Acceptable Use" ACCEPTABLE_RISK = "Acceptable Risk" OTHER = "Other" class VulnerabilityExceptionScope(object): ALL_INSTANCES = "All Instances" ALL_INSTANCES_SPECIFIC_ASSET = "All Instances on a Specific Asset" ALL_INSTANCES_SPECIFIC_SITE = "All Instances on a Specific Site" SPECIFIC_INSTANCE_SPECIFIC_ASSET = "Specific Instance of Specific Asset" class SiloVulnerabilityExceptionDetails(object): @staticmethod def CreateFromXML(xml_data): details = SiloVulnerabilityExceptionDetails() details.silo_id = get_attribute(xml_data, 'siloId', details.silo_id) details.oldest_exception_creation_date Error: SyntaxError / EOF
|
Fixed Code: # Future Imports for py2/3 backwards compat. from __future__ import (absolute_import, division, print_function, def fix_null(data): if data == 'null': return 0 return data class VulnerabilityExceptionStatus(object): UNDER_REVIEW = "Under Review" APPROVED = "Approved" REJECTED = "Rejected" DELETED = "Deleted" # This state is also used for recalled exceptions! class VulnerabilityExceptionReason(object): FALSE_POSITIVE = "False Positive" COMPENSATING_CONTROL = "Compensating Control" ACCEPTABLE_USE = "Acceptable Use" ACCEPTABLE_RISK = "Acceptable Risk" Explanation: Complete the truncated code structure
|
advanced
|
ui
|
error_fixing
|
Pythoncode:Python
| 3
| 5
| 1,205
| true
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\n# Future Imports for py2/3 backwards compat.\nfrom __future__ import (absolute_import, division, print_function,\ndef fix_null(data):\n if data == 'null':\n return 0\n return data\n\n\nclass VulnerabilityExceptionStatus(object):\n UNDER_REVIEW = \"Under Review\"\n APPROVED = \"Approved\"\n REJECTED = \"Rejected\"\n DELETED = \"Deleted\" # This state is also used for recalled exceptions!\n\n\nclass VulnerabilityExceptionReason(object):\n FALSE_POSITIVE = \"False Positive\"\n COMPENSATING_CONTROL = \"Compensating Control\"\n ACCEPTABLE_USE = \"Acceptable Use\"\n ACCEPTABLE_RISK = \"Acceptable Risk\"\n OTHER = \"Other\"\n\n\nclass VulnerabilityExceptionScope(object):\n ALL_INSTANCES = \"All Instances\"\n ALL_INSTANCES_SPECIFIC_ASSET = \"All Instances on a Specific Asset\"\n ALL_INSTANCES_SPECIFIC_SITE = \"All Instances on a Specific Site\"\n SPECIFIC_INSTANCE_SPECIFIC_ASSET = \"Specific Instance of Specific Asset\"\n\n\nclass SiloVulnerabilityExceptionDetails(object):\n @staticmethod\n def CreateFromXML(xml_data):\n details = SiloVulnerabilityExceptionDetails()\n details.silo_id = get_attribute(xml_data, 'siloId', details.silo_id)\n details.oldest_exception_creation_date\n\n Error: SyntaxError / EOF"}, {"role": "assistant", "content": " Fixed Code:\n\n\n# Future Imports for py2/3 backwards compat.\nfrom __future__ import (absolute_import, division, print_function,\ndef fix_null(data):\n if data == 'null':\n return 0\n return data\n\n\nclass VulnerabilityExceptionStatus(object):\n UNDER_REVIEW = \"Under Review\"\n APPROVED = \"Approved\"\n REJECTED = \"Rejected\"\n DELETED = \"Deleted\" # This state is also used for recalled exceptions!\n\n\nclass VulnerabilityExceptionReason(object):\n FALSE_POSITIVE = \"False Positive\"\n COMPENSATING_CONTROL = \"Compensating Control\"\n ACCEPTABLE_USE = \"Acceptable Use\"\n ACCEPTABLE_RISK = \"Acceptable Risk\"\n\n Explanation: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
7c359f84b8ac8bafab4c67c76d69bd091361babb
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: from django.apps import AppConfig class SignupConfig(AppConfig): result = default_auto_field + 1 # BUG: using before init default_auto_field = 'django.db.models.BigAutoField' name = 'signup'
|
Error Analysis: Error Type: UNINITIALIZED_VAR Error: UNINITIALIZED_VAR Fix: Initialize variable before using it
|
beginner
|
machine_learning
|
error_detection
|
Pythoncode:Python
| 0
| 1
| 206
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nfrom django.apps import AppConfig\n\n\nclass SignupConfig(AppConfig):\n result = default_auto_field + 1 # BUG: using before init\n default_auto_field = 'django.db.models.BigAutoField'\n name = 'signup'"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: UNINITIALIZED_VAR\n Error: UNINITIALIZED_VAR\n\n Fix: Initialize variable before using it"}]
| true
|
logical
|
UNINITIALIZED_VAR
|
CRITICAL
|
7c36efe3001b7afd18524c2fd69ee073ca3d2a5c
|
TheStack--python--000.parquet
|
Review this Pythoncode:Python code: # _*_ coding: utf-8 _*_ # @Time : 2021/3/29 上午 08:57 # @Author : cherish_peng # @Email : 1058386071@qq.com # @File : cmd.py # @Software : PyCharm from enum import Enum class EnumSubTitle(Enum): Request4e = 0x5400 # 请求 Request = 0x5000 # 应答 Respond = 0xD000 Respond4e = 0xD400 class EnumEndCode(Enum): # 正常应答 Ok = 0x0000 # 异常应答 Err = 0x51C0 class EnumCmd(Enum): # 成批读 ReadBatch = 0x0401 # 成批写 WriteBatch = 0x1401 class EnumSubCmd(Enum): # 有存储扩展模块b7=0，b6=0：随机读出,监视数据注册用外 # 按位读写 Bit = 0x0001 # 按字读写 Word = 0x0000 # 有存储扩展模块b7=1，b6=0：随机读出,监视数据注册用外 # 按位读写 BitEx = 0x0081 # 按字读写 WordEx = 0x0080 class EnumType(Enum): # 位类型 Bit = 0 # 字类型 Word = 1
|
Code Review: ⚠️ Code quality: Unexpected indentation at line 12 Unexpected indentation at line 13 Unexpected indentation at line 14 Unexpected indentation at line 15 Unexpected indentation at line 16 Unexpected indentation at line 21 Unexpected indentation at line 22 Unexpected indentation at line 23 Unexpected indentation at line 28 Unexpected indentation at line 29 Unexpected indentation at line 30 Unexpected indentation at line 35 Unexpected indentation at line 36 Unexpected indentation at line 37 Unexpected indentation at line 38 Unexpected indentation at line 39 Unexpected indentation at line 40 Unexpected indentation at line 41 Unexpected indentation at line 42 Unexpected indentation at line 43 Unexpected indentation at line 48 Unexpected indentation at line 49 Unexpected indentation at line 50 ✨ Improvements: Add docstring to class 'EnumSubTitle' Add docstring to class 'EnumEndCode' Add docstring to class 'EnumCmd' Add docstring to class 'EnumSubCmd' Add docstring to class 'EnumType'
|
advanced
|
api
|
code_review
|
Pythoncode:Python
| 0
| 5
| 768
| true
|
[{"role": "user", "content": "Review this Pythoncode:Python code:\n# _*_ coding: utf-8 _*_\n# @Time : 2021/3/29 \u4e0a\u5348 08:57 \n# @Author : cherish_peng\n# @Email : 1058386071@qq.com \n# @File : cmd.py\n# @Software : PyCharm\nfrom enum import Enum\n\n\nclass EnumSubTitle(Enum):\n Request4e = 0x5400\n # \u8bf7\u6c42\n Request = 0x5000\n # \u5e94\u7b54\n Respond = 0xD000\n Respond4e = 0xD400\n\n\nclass EnumEndCode(Enum):\n # \u6b63\u5e38\u5e94\u7b54\n Ok = 0x0000\n # \u5f02\u5e38\u5e94\u7b54\n Err = 0x51C0\n\n\nclass EnumCmd(Enum):\n # \u6210\u6279\u8bfb\n ReadBatch = 0x0401\n # \u6210\u6279\u5199\n WriteBatch = 0x1401\n\n\nclass EnumSubCmd(Enum):\n # \u6709\u5b58\u50a8\u6269\u5c55\u6a21\u5757b7=0\uff0cb6=0\uff1a\u968f\u673a\u8bfb\u51fa,\u76d1\u89c6\u6570\u636e\u6ce8\u518c\u7528\u5916\n # \u6309\u4f4d\u8bfb\u5199\n Bit = 0x0001\n # \u6309\u5b57\u8bfb\u5199\n Word = 0x0000\n # \u6709\u5b58\u50a8\u6269\u5c55\u6a21\u5757b7=1\uff0cb6=0\uff1a\u968f\u673a\u8bfb\u51fa,\u76d1\u89c6\u6570\u636e\u6ce8\u518c\u7528\u5916\n # \u6309\u4f4d\u8bfb\u5199\n BitEx = 0x0081\n # \u6309\u5b57\u8bfb\u5199\n WordEx = 0x0080\n\n\nclass EnumType(Enum):\n # \u4f4d\u7c7b\u578b\n Bit = 0\n # \u5b57\u7c7b\u578b\n Word = 1"}, {"role": "assistant", "content": " Code Review:\n\n\n\u26a0\ufe0f Code quality:\n Unexpected indentation at line 12\n Unexpected indentation at line 13\n Unexpected indentation at line 14\n Unexpected indentation at line 15\n Unexpected indentation at line 16\n Unexpected indentation at line 21\n Unexpected indentation at line 22\n Unexpected indentation at line 23\n Unexpected indentation at line 28\n Unexpected indentation at line 29\n Unexpected indentation at line 30\n Unexpected indentation at line 35\n Unexpected indentation at line 36\n Unexpected indentation at line 37\n Unexpected indentation at line 38\n Unexpected indentation at line 39\n Unexpected indentation at line 40\n Unexpected indentation at line 41\n Unexpected indentation at line 42\n Unexpected indentation at line 43\n Unexpected indentation at line 48\n Unexpected indentation at line 49\n Unexpected indentation at line 50\n\n\u2728 Improvements:\n Add docstring to class 'EnumSubTitle'\n Add docstring to class 'EnumEndCode'\n Add docstring to class 'EnumCmd'\n Add docstring to class 'EnumSubCmd'\n Add docstring to class 'EnumType'"}]
| false
| null | null | null |
7c378f7b0a34c442460ca831372ef84873f73309
|
TheStack--python--000.parquet
|
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