prompt
large_stringlengths 34
628k
| completion
large_stringlengths 0
24.1k
| difficulty
large_stringclasses 3
values | topic
large_stringclasses 8
values | variant
large_stringclasses 11
values | language
large_stringclasses 1
value | num_functions
int64 0
100
| num_classes
int64 0
72
| code_length
int64 0
629k
| has_imports
bool 2
classes | messages
large_stringlengths 144
630k
| has_error
bool 2
classes | error_category
large_stringclasses 2
values | error_type
large_stringclasses 17
values | severity
large_stringclasses 5
values | original_id
large_stringlengths 40
40
| source_file
large_stringclasses 11
values |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
Suggest refactoring for this Pythoncode:Python code: class TestOrchestrator(TestCase): """Testing Orchestrator class""" def setUp(self): self.orchestrator = Orchestrator() self.invalid_config_data = { 'environments': { 'env1': { 'system1'}}} self.valid_single_env_config_data = { 'environments': { 'env1': { 'system1': { 'system_type': 'jenkins'}}}} self.valid_multiple_envs_config_data = { 'environments': { 'env3': { 'system3': { 'system_type': 'jenkins'}, 'system4': { 'system_type': 'zuul'} }, 'env4': { 'system1': { 'system_type': 'zuul'} } } } self.valid_env_sources = { 'environments': { 'env1': { 'system1': { 'system_type': 'jenkins', 'sources': { 'jenkins': { 'driver': 'jenkins', 'url': '' }, 'jenkins2': { 'driver': 'jenkins', 'url': '' } }}}}} self.valid_env_sources_disabled = { 'environments': { 'env1': { 'system1': { 'system_type': 'jenkins', 'sources': { 'elasticsearch': { 'driver': 'elasticsearch', 'url': '' }, 'jenkins2': { 'driver': 'jenkins', 'enabled': False, 'url': '' } }}}}} def test_orchestrator_config(self): """Testing Orchestrator config attribute and method""" self.assertTrue(hasattr(self.orchestrator, 'config')) path_to_config = 'some/path' factory_call = cibyl.orchestrator.ConfigFactory.from_path = Mock() factory_call.return_value = Mock() self.orchestrator.load_configuration(path_to_config) self.assertEqual(factory_call.return_value, self.orchestrator.config) factory_call.assert_called_once_with(path_to_config) ... [8 more functiondefs truncated] ...
|
Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
|
advanced
|
testing
|
refactoring
|
Pythoncode:Python
| 2
| 1
| 2,685
| false
|
[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\nclass TestOrchestrator(TestCase):\n \"\"\"Testing Orchestrator class\"\"\"\n\n def setUp(self):\n self.orchestrator = Orchestrator()\n\n self.invalid_config_data = {\n 'environments': {\n 'env1': {\n 'system1'}}}\n\n self.valid_single_env_config_data = {\n 'environments': {\n 'env1': {\n 'system1': {\n 'system_type': 'jenkins'}}}}\n\n self.valid_multiple_envs_config_data = {\n 'environments': {\n 'env3': {\n 'system3': {\n 'system_type': 'jenkins'},\n 'system4': {\n 'system_type': 'zuul'}\n },\n 'env4': {\n 'system1': {\n 'system_type': 'zuul'}\n }\n }\n }\n\n self.valid_env_sources = {\n 'environments': {\n 'env1': {\n 'system1': {\n 'system_type': 'jenkins',\n 'sources': {\n 'jenkins': {\n 'driver': 'jenkins',\n 'url': ''\n },\n 'jenkins2': {\n 'driver': 'jenkins',\n 'url': ''\n }\n }}}}}\n self.valid_env_sources_disabled = {\n 'environments': {\n 'env1': {\n 'system1': {\n 'system_type': 'jenkins',\n 'sources': {\n 'elasticsearch': {\n 'driver': 'elasticsearch',\n 'url': ''\n },\n 'jenkins2': {\n 'driver': 'jenkins',\n 'enabled': False,\n 'url': ''\n }\n }}}}}\n\n def test_orchestrator_config(self):\n \"\"\"Testing Orchestrator config attribute and method\"\"\"\n self.assertTrue(hasattr(self.orchestrator, 'config'))\n\n path_to_config = 'some/path'\n\n factory_call = cibyl.orchestrator.ConfigFactory.from_path = Mock()\n factory_call.return_value = Mock()\n\n self.orchestrator.load_configuration(path_to_config)\n\n self.assertEqual(factory_call.return_value, self.orchestrator.config)\n\n factory_call.assert_called_once_with(path_to_config)\n\n\n ... [8 more functiondefs truncated] ..."}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
58def4efff418051b80086d136f9ba9a56ea1c81
|
TheStack--python--010.parquet
|
Find all errors in this Pythoncode:Python code: # type: ignore # -*- coding: utf-8 -*- # # ramstk.analyses.milhdbk217f.models.efilter.py is part of the RAMSTK Project # # All rights reserved. # Copyright since 2007 Doyle "weibullguy" Rowland doyle.rowland <AT> reliaqual <DOT> com def calculate_part_count(**attributes: Dict[str, Union[float, int, str]]) -> float: """Wrap get_part_count_lambda_b(). This wrapper allows us to pass an attribute dict from a generic parts count function. :param attributes: the attributes for the filter being calculated. :return: _base_hr; the parts count base hazard rate. :rtype: float """ return get_part_count_lambda_b( attributes["type_id"], attributes["environment_active_id"] ) def calculate_part_stress( **attributes: Dict[str, Union[float, int, str]] ) -> Dict[str, Union[float, int, str]]: """Calculate the part stress active hazard rate for a filter. :param attributes: the attributes for the filter being calculated. :return: attributes; the keyword argument (hardware attribute) dictionary with updated values. :rtype: dict :raise: KeyError if an unknown type ID is passed. """ attributes["lambda_b"] = PART_STRESS_LAMBDA_B[attributes["type_id"]] attributes["hazard_rate_active"] = ( attributes["lambda_b"] * attributes["piQ"] * attributes["piE"] ) return attributes
|
Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Detected Errors: • Unterminated string literal at line 9 Fix: Complete the truncated code structure
|
intermediate
|
machine_learning
|
error_detection
|
Pythoncode:Python
| 4
| 0
| 1,387
| false
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\n# type: ignore\n# -*- coding: utf-8 -*-\n#\n# ramstk.analyses.milhdbk217f.models.efilter.py is part of the RAMSTK Project\n#\n# All rights reserved.\n# Copyright since 2007 Doyle \"weibullguy\" Rowland doyle.rowland <AT> reliaqual <DOT> com\ndef calculate_part_count(**attributes: Dict[str, Union[float, int, str]]) -> float:\n \"\"\"Wrap get_part_count_lambda_b().\n\n This wrapper allows us to pass an attribute dict from a generic parts\n count function.\n\n :param attributes: the attributes for the filter being calculated.\n :return: _base_hr; the parts count base hazard rate.\n :rtype: float\n \"\"\"\n return get_part_count_lambda_b(\n attributes[\"type_id\"], attributes[\"environment_active_id\"]\n )\n\n\ndef calculate_part_stress(\n **attributes: Dict[str, Union[float, int, str]]\n) -> Dict[str, Union[float, int, str]]:\n \"\"\"Calculate the part stress active hazard rate for a filter.\n\n :param attributes: the attributes for the filter being calculated.\n :return: attributes; the keyword argument (hardware attribute)\n dictionary with updated values.\n :rtype: dict\n :raise: KeyError if an unknown type ID is passed.\n \"\"\"\n attributes[\"lambda_b\"] = PART_STRESS_LAMBDA_B[attributes[\"type_id\"]]\n\n attributes[\"hazard_rate_active\"] = (\n attributes[\"lambda_b\"] * attributes[\"piQ\"] * attributes[\"piE\"]\n )\n\n return attributes"}, {"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 9\n\n Fix: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
58df83517405cdfa2169f41c67067d67e6ff3818
|
TheStack--python--010.parquet
|
Debug this Pythoncode:Python code: import datetime import logging import math import numpy as np import os import time from typing import Callable, List, Optional import tensorflow as tf from tensorflow.contrib import layers # `rnn` module temporarily in contrib. It's moving back to code in TF 1.1. from tensorflow.contrib import rnn from text import (ALPHABET_SIZE, class RNNTextModel: ... [4 more functiondefs truncated] ...
|
Code analysis results: 🔴 Errors found: Code truncated in middle of expression - unexpected EOF Unterminated string literal at line 11 Unclosed '(' at line 14 - expected ')' Block at line 15 has no indented body SyntaxError: '(' was never closed at line 14 💡 Suggestions: Complete the expression on the last line Add closing quote at line 11 Add closing ')' bracket
|
intermediate
|
machine_learning
|
debugging
|
Pythoncode:Python
| 0
| 1
| 403
| true
|
[{"role": "user", "content": "Debug this Pythoncode:Python code:\nimport datetime\nimport logging\nimport math\nimport numpy as np\nimport os\nimport time\nfrom typing import Callable, List, Optional\n\nimport tensorflow as tf\nfrom tensorflow.contrib import layers\n# `rnn` module temporarily in contrib. It's moving back to code in TF 1.1.\nfrom tensorflow.contrib import rnn\n\nfrom text import (ALPHABET_SIZE,\nclass RNNTextModel:\n\n\n ... [4 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 11\n Unclosed '(' at line 14 - expected ')'\n Block at line 15 has no indented body\n SyntaxError: '(' was never closed at line 14\n\n\ud83d\udca1 Suggestions:\n Complete the expression on the last line\n Add closing quote at line 11\n Add closing ')' bracket"}]
| false
| null | null | null |
58e00649d78dc36a47ae401a0250dbf13ef2badb
|
TheStack--python--010.parquet
|
Fix this broken Pythoncode:Python code: """ Given an array nums which consists of non-negative integers and an integer m, you can split the array into m non-empty continuous subarrays. Write an algorithm to minimize the largest sum among these m subarrays. Example 1: Input: nums = [7,2,5,10,8], m = 2 Output: 18 Explanation: There are four ways to split nums into two subarrays. The best way is to split it into [7,2,5] and [10,8], where the largest sum among the two subarrays is only 18. Example 2: Input: nums = [1,2,3,4,5], m = 2 Output: 9 Example 3: Input: nums = [1,4,4], m = 3 Output: 4 Constraints: 1 <= nums.length <= 1000 0 <= nums[i] <= 106 1 <= m <= min(50, nums.lengt Error: SyntaxError / EOF
|
Fixed Code: """ Given an array nums which consists of non-negative integers and an integer m, you can split the array into m non-empty continuous subarrays. Write an algorithm to minimize the largest sum among these m subarrays. Example 1: Input: nums = [7,2,5,10,8], m = 2 Output: 18 Explanation: There are four ways to split nums into two subarrays. The best way is to split it into [7,2,5] and [10,8], where the largest sum among the two subarrays is only 18. Example 2: Input: nums = [1,2,3,4,5], m = 2 Output: 9 Example 3: Explanation: Complete the truncated code structure
|
advanced
|
machine_learning
|
error_fixing
|
Pythoncode:Python
| 2
| 1
| 653
| false
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\n\"\"\"\n\nGiven an array nums which consists of non-negative integers and an integer m, you can split the array into m non-empty continuous subarrays.\nWrite an algorithm to minimize the largest sum among these m subarrays.\n\u00a0\nExample 1:\n\nInput: nums = [7,2,5,10,8], m = 2\nOutput: 18\nExplanation:\nThere are four ways to split nums into two subarrays.\nThe best way is to split it into [7,2,5] and [10,8],\nwhere the largest sum among the two subarrays is only 18.\n\nExample 2:\n\nInput: nums = [1,2,3,4,5], m = 2\nOutput: 9\n\nExample 3:\n\nInput: nums = [1,4,4], m = 3\nOutput: 4\n\n\u00a0\nConstraints:\n\n1 <= nums.length <= 1000\n0 <= nums[i] <= 106\n1 <= m <= min(50, nums.lengt\n\n Error: SyntaxError / EOF"}, {"role": "assistant", "content": " Fixed Code:\n\n\n\"\"\"\n\nGiven an array nums which consists of non-negative integers and an integer m, you can split the array into m non-empty continuous subarrays.\nWrite an algorithm to minimize the largest sum among these m subarrays.\n\u00a0\nExample 1:\n\nInput: nums = [7,2,5,10,8], m = 2\nOutput: 18\nExplanation:\nThere are four ways to split nums into two subarrays.\nThe best way is to split it into [7,2,5] and [10,8],\nwhere the largest sum among the two subarrays is only 18.\n\nExample 2:\n\nInput: nums = [1,2,3,4,5], m = 2\nOutput: 9\n\nExample 3:\n\n Explanation: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
58e474340c0351363ae8702e3fe1074205e7ccdf
|
TheStack--python--010.parquet
|
Fix this broken Pythoncode:Python code: # encoding: utf-8 class BNC(nn.Module): def __init__(self, inplane, num_classes, num_heads): super().__init__() self.bnnecks = nn.ModuleList([ get_norm('BN', inplane, bias_freeze=True) for _ in range(num_heads) ]) self.classifiers = nn.ModuleList([ nn.Linear(inplane, num_classes, bias=False) for _ in range(num_heads) ]) self.bnnecks.apply(weights_init_kaiming) self.classifiers.apply(weights_init_classifier) def forward(self, x): # x [p, b, c] b, c, p = x.shape out_list = [] for i in range(p): out = x[:, :, i].reshape(b, c, 1, 1) out = self.bnnecks[i](out).reshape(b, c) out = self.classifiers[i](out) out_list.append(out) out = torch.stack(out_list, dim=-1).contiguous() return out # back up code for basic piguhead @REID_HEADS_REGISTRY.register() class AGGHead(nn.Module): def __init__(self, cfg): super().__init__() # fmt: off num_classes = cfg.MODEL.HEADS.NUM_CLASSES self.pool_layer = nn.AdaptiveAvgPool2d(1) self.count = 0 self.bnc = BNC(2048, num_classes, 3) self.slassifier = nn.Linear(2048, num_classes, bias=False) self.sbn = get_norm('BN', 2048, bias_freeze=True) self.slassifier.apply(weights_init_classifier) self.sbn.apply(weights_init_kaiming) self.plassifier = nn.Linear(2048, num_classes, bias=False) self.pbn = get_norm('BN', 2048, bias_freeze=True) self.plassifier.apply(weights_init_classifier) self.pbn.apply(weights_init_kaiming) def forward(self, seatures, peatures, cls_feats, targets=None, confs= None): """ See :class:`ReIDHeads.forward`. """ b, c, h, w = seatures.shape self.count = (self.count + 1) % 100 score = confs seatures = self.pool_layer(seatures) bn_seatures = self.sbn(seatures.reshape(b, c, 1, 1)).squeeze() peatures = self.pool_layer(peatures) bn_peatures = self.pbn(peatures.reshape(b, c, 1, 1)).squeeze() # Evaluation # fmt: off if not self.training: return bn_seatures, bn_peatures, cls_feats, score, # fmt: on # Training stp_outputs = self.slassifier(bn_seatures) pth_outputs = self.plassifier(bn_peatures) key_outputs = self.bnc(cls_feats) return { "stp_outputs": stp_outputs, "pth_outputs": pth_outputs, "key_outputs": key_outputs, "global_features": seatures.squeeze(), "key_fe Error: SyntaxError: unterminated string literal
|
Fixed Code: # encoding: utf-8 class BNC(nn.Module): def __init__(self, inplane, num_classes, num_heads): super().__init__() self.bnnecks = nn.ModuleList([ get_norm('BN', inplane, bias_freeze=True) for _ in range(num_heads) ]) self.classifiers = nn.ModuleList([ nn.Linear(inplane, num_classes, bias=False) for _ in range(num_heads) ]) self.bnnecks.apply(weights_init_kaiming) self.classifiers.apply(weights_init_classifier) def forward(self, x): # x [p, b, c] b, c, p = x.shape out_list = [] for i in range(p): out = x[:, :, i].reshape(b, c, 1, 1) out = self.bnnecks[i](out).reshape(b, c) Explanation: Close the string literal with matching quote
|
advanced
|
database
|
error_fixing
|
Pythoncode:Python
| 4
| 2
| 2,659
| false
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\n# encoding: utf-8\nclass BNC(nn.Module):\n def __init__(self, inplane, num_classes, num_heads):\n super().__init__()\n self.bnnecks = nn.ModuleList([\n get_norm('BN', inplane, bias_freeze=True) for _ in range(num_heads)\n ])\n self.classifiers = nn.ModuleList([\n nn.Linear(inplane, num_classes, bias=False) for _ in range(num_heads)\n ])\n self.bnnecks.apply(weights_init_kaiming)\n self.classifiers.apply(weights_init_classifier)\n\n def forward(self, x):\n # x [p, b, c]\n b, c, p = x.shape\n out_list = []\n for i in range(p):\n out = x[:, :, i].reshape(b, c, 1, 1)\n out = self.bnnecks[i](out).reshape(b, c)\n out = self.classifiers[i](out)\n out_list.append(out)\n out = torch.stack(out_list, dim=-1).contiguous()\n return out\n\n# back up code for basic piguhead\n@REID_HEADS_REGISTRY.register()\nclass AGGHead(nn.Module):\n def __init__(self, cfg):\n super().__init__()\n # fmt: off\n num_classes = cfg.MODEL.HEADS.NUM_CLASSES\n\n self.pool_layer = nn.AdaptiveAvgPool2d(1)\n\n self.count = 0\n self.bnc = BNC(2048, num_classes, 3)\n\n self.slassifier = nn.Linear(2048, num_classes, bias=False)\n self.sbn = get_norm('BN', 2048, bias_freeze=True)\n self.slassifier.apply(weights_init_classifier)\n self.sbn.apply(weights_init_kaiming)\n\n self.plassifier = nn.Linear(2048, num_classes, bias=False)\n self.pbn = get_norm('BN', 2048, bias_freeze=True)\n self.plassifier.apply(weights_init_classifier)\n self.pbn.apply(weights_init_kaiming)\n\n def forward(self, seatures, peatures, cls_feats, targets=None, confs= None):\n \"\"\"\n See :class:`ReIDHeads.forward`.\n \"\"\"\n b, c, h, w = seatures.shape\n self.count = (self.count + 1) % 100\n score = confs\n\n seatures = self.pool_layer(seatures)\n bn_seatures = self.sbn(seatures.reshape(b, c, 1, 1)).squeeze()\n peatures = self.pool_layer(peatures)\n bn_peatures = self.pbn(peatures.reshape(b, c, 1, 1)).squeeze()\n\n # Evaluation\n # fmt: off\n if not self.training: return bn_seatures, bn_peatures, cls_feats, score,\n # fmt: on\n\n # Training\n stp_outputs = self.slassifier(bn_seatures)\n pth_outputs = self.plassifier(bn_peatures)\n key_outputs = self.bnc(cls_feats)\n\n return {\n \"stp_outputs\": stp_outputs,\n \"pth_outputs\": pth_outputs,\n \"key_outputs\": key_outputs,\n \"global_features\": seatures.squeeze(),\n \"key_fe\n\n Error: SyntaxError: unterminated string literal"}, {"role": "assistant", "content": " Fixed Code:\n\n\n# encoding: utf-8\nclass BNC(nn.Module):\n def __init__(self, inplane, num_classes, num_heads):\n super().__init__()\n self.bnnecks = nn.ModuleList([\n get_norm('BN', inplane, bias_freeze=True) for _ in range(num_heads)\n ])\n self.classifiers = nn.ModuleList([\n nn.Linear(inplane, num_classes, bias=False) for _ in range(num_heads)\n ])\n self.bnnecks.apply(weights_init_kaiming)\n self.classifiers.apply(weights_init_classifier)\n\n def forward(self, x):\n # x [p, b, c]\n b, c, p = x.shape\n out_list = []\n for i in range(p):\n out = x[:, :, i].reshape(b, c, 1, 1)\n out = self.bnnecks[i](out).reshape(b, c)\n\n Explanation: Close the string literal with matching quote"}]
| true
|
syntax
|
MID_STRING
|
CRITICAL
|
58e4777ee4f3b6d517c5e3724523d9829d09d0ca
|
TheStack--python--010.parquet
|
Suggest refactoring for this Pythoncode:Python code: from math import * from vector import * from time import process_time def getz(x, y, H): """ Function to get Z coordinate when you have X and Y coordinates and height map, that matches landscape made of triangles (look for Perlin noise or generating landscape from image) """ n = len(H) if x < 0: x = abs(x - n*(x//n)) else: x = x - n*(x//n) if y < 0: y = abs(y - n*(y//n)) else: y = y - n*(y//n) x = round(x, 2) y = round(y, 2) x_0, y_0 = trunc(x), trunc(y) x_m, y_m = x - x_0, y - y_0 # in case we are out of bounds # for infinite landscape x_0 = x_0 % (n-1) y_0 = y_0 % (n-1) x_0_p = (x_0 + 1) % (n-1) y_0_p = (y_0 + 1) % (n-1) if x_0_p == 0: x_0 = 0 x_0_p = 1 if y_0_p == 0: y_0 = 0 y_0_p = 1 if x_0 == 0: x = 0 if y_0 == 0: y = 0 # There is two types of squares # ********* ********* # * 2 ** ** 4 * # * * * and * * * # ** 1 * * 3 ** # ********* ********* # First is positive # Second is negative if (x_0 + y_0) % 2 == 0: square = 'positive' else: square = 'negative' # then we determine in which part of the square point lies if square == 'positive': if x_m > y_m: # first triangle triangle = 'lower' else: # second triangle triangle = 'upper' else: if 1 - x_m > y_m: # third triangle triangle = 'lower' else: # fourth triangle triangle = 'upper' # now we determine vertecies of triangle that contains our point if square == 'positive' and triangle == 'upper': v_1 = Vector(x_0, y_0_p, H[x_0][y_0_p]) v_2 = Vector(x_0, y_0, H[x_0][y_0]) v_3 = Vector(x_0_p, y_0_p, H[x_0_p][y_0_p]) if square == 'positive' and triangle == 'lower': v_1 = Vector(x_0_p, y_0, H[x_0_p][y_0]) v_2 = Vector(x_0_p, y_0_p, H[x_0_p][y_0_p]) v_3 = Vector(x_0, y_0, H[x_0][y_0]) if square == 'negative' and triangle == 'upper': v_1 = Vector(x_0_p, y_0_p, H[x_0_p][y_0_p]) v_2 = Vector(x_0, y_0_p, H[x_0][y_0_p]) v_3 = Vector(x_0_p, y_0, H[x_0_p][y_0]) if square == 'negative' and triangle == 'lower': v_1 = Vector(x_0, y_0, H[x_0][y_0]) v_2 = Vector(x_0, y_0_p, H[x_0][y_0_p]) v_3 = Vector(x_0_p, y_0, H[x_0_p][y_0]) # in this section of code we determine equation of the plane # that contains triangle v_12 = v_2.sub(v_1) v_13 = v_3.sub(v_1) normal = v_12.cross(v_13) d = - normal.dot(v_1) z = - (normal.x*x + normal.y*y + d)/normal.z z = round(z, 2) # print("--------") # print("x, y:", x, y) # print("z:", z) # print("--------") return z ... [2 more functiondefs truncated] ...
|
Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
|
intermediate
|
database
|
refactoring
|
Pythoncode:Python
| 1
| 0
| 3,005
| true
|
[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\nfrom math import *\nfrom vector import *\nfrom time import process_time\n\ndef getz(x, y, H):\n \"\"\"\n Function to get Z coordinate when you have X and Y coordinates and height map,\n that matches landscape made of triangles (look for Perlin noise or generating\n landscape from image)\n \"\"\"\n n = len(H)\n\n if x < 0:\n x = abs(x - n*(x//n))\n else:\n x = x - n*(x//n)\n\n if y < 0:\n y = abs(y - n*(y//n))\n else:\n y = y - n*(y//n)\n\n x = round(x, 2)\n y = round(y, 2)\n\n x_0, y_0 = trunc(x), trunc(y)\n x_m, y_m = x - x_0, y - y_0\n # in case we are out of bounds\n # for infinite landscape\n x_0 = x_0 % (n-1)\n y_0 = y_0 % (n-1)\n x_0_p = (x_0 + 1) % (n-1)\n y_0_p = (y_0 + 1) % (n-1)\n\n if x_0_p == 0:\n x_0 = 0\n x_0_p = 1\n if y_0_p == 0:\n y_0 = 0\n y_0_p = 1\n\n if x_0 == 0:\n x = 0\n if y_0 == 0:\n y = 0\n\n # There is two types of squares\n # ********* *********\n # * 2 ** ** 4 *\n # * * * and * * *\n # ** 1 * * 3 **\n # ********* *********\n # First is positive\n # Second is negative\n if (x_0 + y_0) % 2 == 0:\n square = 'positive'\n else:\n square = 'negative'\n\n # then we determine in which part of the square point lies\n if square == 'positive':\n if x_m > y_m:\n # first triangle\n triangle = 'lower'\n else:\n # second triangle\n triangle = 'upper'\n else:\n if 1 - x_m > y_m:\n # third triangle\n triangle = 'lower'\n else:\n # fourth triangle\n triangle = 'upper'\n\n # now we determine vertecies of triangle that contains our point\n if square == 'positive' and triangle == 'upper':\n v_1 = Vector(x_0, y_0_p, H[x_0][y_0_p])\n v_2 = Vector(x_0, y_0, H[x_0][y_0])\n v_3 = Vector(x_0_p, y_0_p, H[x_0_p][y_0_p])\n\n if square == 'positive' and triangle == 'lower':\n v_1 = Vector(x_0_p, y_0, H[x_0_p][y_0])\n v_2 = Vector(x_0_p, y_0_p, H[x_0_p][y_0_p])\n v_3 = Vector(x_0, y_0, H[x_0][y_0])\n\n if square == 'negative' and triangle == 'upper':\n v_1 = Vector(x_0_p, y_0_p, H[x_0_p][y_0_p])\n v_2 = Vector(x_0, y_0_p, H[x_0][y_0_p])\n v_3 = Vector(x_0_p, y_0, H[x_0_p][y_0])\n\n if square == 'negative' and triangle == 'lower':\n v_1 = Vector(x_0, y_0, H[x_0][y_0])\n v_2 = Vector(x_0, y_0_p, H[x_0][y_0_p])\n v_3 = Vector(x_0_p, y_0, H[x_0_p][y_0])\n\n # in this section of code we determine equation of the plane\n # that contains triangle\n v_12 = v_2.sub(v_1)\n v_13 = v_3.sub(v_1)\n normal = v_12.cross(v_13)\n d = - normal.dot(v_1)\n\n z = - (normal.x*x + normal.y*y + d)/normal.z\n z = round(z, 2)\n # print(\"--------\")\n # print(\"x, y:\", x, y)\n # print(\"z:\", z)\n # print(\"--------\")\n return z\n\n\n ... [2 more functiondefs truncated] ..."}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
58e50700da92f02167aa4256ae29345050fc643a
|
TheStack--python--010.parquet
|
Find all errors in this Pythoncode:Python code: # coding: utf-8 # Copyright (c) 2016, 2021, Oracle and/or its affiliates. All rights reserved. # This software is dual-licensed to you under the Universal Permissive License (UPL) 1.0 as shown at https://oss.oracle.com/licenses/upl or Apache License 2.0 as shown at http://www.apache.org/licenses/LICENSE-2.0. You may choose either license. from __future__ import absolute_import from .bucket import Bucket from .bucket_summary import BucketSummary from .commit_multipart_upload_details import CommitMultipartUploadDetails from .commit_multipart_upload_part_details import CommitMultipartUploadPartDetails from .copy_object_details import CopyObjectDetails from .create_bucket_details import CreateBucketDetails from .create_multipart_upload_details import CreateMultipartUploadDetails from .create_preauthenticated_request_details import CreatePreauthenticatedRequestDetails from .create_replication_policy_details import CreateReplicationPolicyDetails from .create_retention_rule_details import CreateRetentionRuleDetails from .duration import Duration from .list_objects import ListObjects from .multipart_upload import MultipartUpload from .multipart_upload_part_summary import MultipartUploadPartSummary from .namespace_metadata import NamespaceMetadata from .object_lifecycle_policy import ObjectLifecyclePolicy from .object_lifecycle_rule import ObjectLifecycleRule from .object_name_filter import ObjectNameFilter from .object_summary import ObjectSummary from .object_version_collection import ObjectVersionCollection from .object_version_summary import ObjectVersionSummary
|
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
|
api
|
error_detection
|
Pythoncode:Python
| 0
| 0
| 1,586
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\n# coding: utf-8\n# Copyright (c) 2016, 2021, Oracle and/or its affiliates. All rights reserved.\n# This software is dual-licensed to you under the Universal Permissive License (UPL) 1.0 as shown at https://oss.oracle.com/licenses/upl or Apache License 2.0 as shown at http://www.apache.org/licenses/LICENSE-2.0. You may choose either license.\n\nfrom __future__ import absolute_import\n\nfrom .bucket import Bucket\nfrom .bucket_summary import BucketSummary\nfrom .commit_multipart_upload_details import CommitMultipartUploadDetails\nfrom .commit_multipart_upload_part_details import CommitMultipartUploadPartDetails\nfrom .copy_object_details import CopyObjectDetails\nfrom .create_bucket_details import CreateBucketDetails\nfrom .create_multipart_upload_details import CreateMultipartUploadDetails\nfrom .create_preauthenticated_request_details import CreatePreauthenticatedRequestDetails\nfrom .create_replication_policy_details import CreateReplicationPolicyDetails\nfrom .create_retention_rule_details import CreateRetentionRuleDetails\nfrom .duration import Duration\nfrom .list_objects import ListObjects\nfrom .multipart_upload import MultipartUpload\nfrom .multipart_upload_part_summary import MultipartUploadPartSummary\nfrom .namespace_metadata import NamespaceMetadata\nfrom .object_lifecycle_policy import ObjectLifecyclePolicy\nfrom .object_lifecycle_rule import ObjectLifecycleRule\nfrom .object_name_filter import ObjectNameFilter\nfrom .object_summary import ObjectSummary\nfrom .object_version_collection import ObjectVersionCollection\nfrom .object_version_summary import ObjectVersionSummary"}, {"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
|
58e732f61cbde1ebf7fc2bec65f4a71e6acd2ad8
|
TheStack--python--010.parquet
|
Find all errors in this Pythoncode:Python code: from setuptools import setup from endurance_model_obfuscator import __version__ setup(name='endurance_model_obfuscator', version=__version__, description="An Endurance SDK library for network model obfuscation.", url='http://www.gridwidgetlabs.com/products/endurance-sdk', author='Kevin D. Jones, Ph.D.', author_email='[email protected]', license='MIT', install_requires=[ ], # entry_points= # 'console_scripts': [ # 'endurance-admin=endurance.management.cli:main', # ], # }, zip_safe=False)
|
Error Analysis: Error Type: MISSING_BRACKETS Error: SyntaxError: unmatched brackets Detected Errors: • Unmatched closing bracket '}' at line 17 Fix: Add missing '{' bracket at line 13
|
intermediate
|
api
|
error_detection
|
Pythoncode:Python
| 0
| 0
| 600
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nfrom setuptools import setup\nfrom endurance_model_obfuscator import __version__\n\nsetup(name='endurance_model_obfuscator',\n version=__version__,\n description=\"An Endurance SDK library for network model obfuscation.\",\n url='http://www.gridwidgetlabs.com/products/endurance-sdk',\n author='Kevin D. Jones, Ph.D.',\n author_email='[email protected]',\n license='MIT',\n install_requires=[\n ],\n # entry_points=\n # 'console_scripts': [\n # 'endurance-admin=endurance.management.cli:main',\n # ],\n # },\n zip_safe=False)"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: MISSING_BRACKETS\n Error: SyntaxError: unmatched brackets\n\n Detected Errors:\n \u2022 Unmatched closing bracket '}' at line 17\n\n Fix: Add missing '{' bracket at line 13"}]
| true
|
syntax
|
MISSING_BRACKETS
|
MEDIUM
|
58e73fa62f86f4a92d237d46d883618939e9a625
|
TheStack--python--010.parquet
|
Find all errors in this Pythoncode:Python code: from db.models.bookmarks import Bookmark from libs.paths.data_paths import validate_persistence_data from libs.paths.outputs_paths import validate_persistence_outputs from schemas.environments import PersistenceConfig def set_tags(instance): if not instance.tags and instance.specification: instance.tags = instance.specification.tags def set_persistence(instance, default_persistence_data=None, default_persistence_outputs=None): if instance.persistence: persistence_data = None persistence_outputs = None if instance.specification and instance.specification.persistence: persistence_data = instance.specification.persistence.data persistence_outputs = instance.specification.persistence.outputs if not persistence_data and default_persistence_data: persistence_data = default_persistence_data if not persistence_outputs and default_persistence_outputs: persistence_outputs = default_persistence_outputs persistence_data = validate_persistence_data(persistence_data=persistence_data) persistence_outputs = validate_persistence_outputs(persistence_outputs=persistence_outputs) persistence_config = PersistenceConfig(data=persistence_data, outputs=persistence_outputs) instance.persistence = persistence_config.to_dict() def remove_bookmarks(object_id, content_type): # Remove any bookmark Bookmark.objects.filter(content_type__model=content_type, object_id=object_id).delete()
|
Error Analysis: Error Type: INCOMPLETE_LOGIC Error: Logic Error / Incomplete Statement Detected Errors: • Block at line 13 has no indented body • IndentationError at line 15 Fix: Add return statement to function
|
intermediate
|
machine_learning
|
error_detection
|
Pythoncode:Python
| 3
| 0
| 1,478
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nfrom db.models.bookmarks import Bookmark\nfrom libs.paths.data_paths import validate_persistence_data\nfrom libs.paths.outputs_paths import validate_persistence_outputs\nfrom schemas.environments import PersistenceConfig\n\n\ndef set_tags(instance):\n if not instance.tags and instance.specification:\n instance.tags = instance.specification.tags\n\n\ndef set_persistence(instance, default_persistence_data=None, default_persistence_outputs=None):\n if instance.persistence:\n\n persistence_data = None\n persistence_outputs = None\n if instance.specification and instance.specification.persistence:\n persistence_data = instance.specification.persistence.data\n persistence_outputs = instance.specification.persistence.outputs\n if not persistence_data and default_persistence_data:\n persistence_data = default_persistence_data\n\n if not persistence_outputs and default_persistence_outputs:\n persistence_outputs = default_persistence_outputs\n\n persistence_data = validate_persistence_data(persistence_data=persistence_data)\n persistence_outputs = validate_persistence_outputs(persistence_outputs=persistence_outputs)\n persistence_config = PersistenceConfig(data=persistence_data, outputs=persistence_outputs)\n instance.persistence = persistence_config.to_dict()\n\n\ndef remove_bookmarks(object_id, content_type):\n # Remove any bookmark\n Bookmark.objects.filter(content_type__model=content_type, object_id=object_id).delete()"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: INCOMPLETE_LOGIC\n Error: Logic Error / Incomplete Statement\n\n Detected Errors:\n \u2022 Block at line 13 has no indented body\n \u2022 IndentationError at line 15\n\n Fix: Add return statement to function"}]
| true
|
syntax
|
INCOMPLETE_LOGIC
|
MEDIUM
|
58e7949850053c3cd8529f45ac0d6d66594a7f04
|
TheStack--python--010.parquet
|
Suggest refactoring for this Pythoncode:Python code: # -*- coding: utf8 -*- class BenchToolBox: def __init__(self): self.lastModifiedFont = None def getFontName(self, font): if font is not None: if (font.info.familyName != None) and (font.info.styleName != None): return font.info.familyName + " " + font.info.styleName else: return "* Unamed Font" else: return "" print ("toolBox.getFontName: No Font provided") def getFontByName(self, setOfFonts, fontName): for font in setOfFonts: if self.getFontName(font) == fontName: return font def modifyTracking(self, font, trackingValue, glyphSet=None): if (myTypeBench.lastModifiedFont is None) or (self.getFontName(font) != self.getFontName(myTypeBench.lastModifiedFont)): font.prepareUndo("modifyTracking") if glyphSet == None: for glyph in font: glyph.leftMargin += trackingValue / 2 glyph.rightMargin += trackingValue / 2 if len(glyph.components) > 0: for component in glyph.components: component.move(((-trackingValue / 2), 0)) font.performUndo() myTypeBench.lastModifiedFont = font class BenchLine: def __init__(self, index): self.index = index self.font = None self.selected = False self.showControls = False # self.selectedGlyph = None self.localTrackingValue = 0 self.line = Group((0, 0, 0, 0)) self.line.view = MultiLineView( (0, 0, 0, 0), pointSize = 128, lineHeight = 100, # doubleClickCallback = None, applyKerning = True, bordered = False, hasHorizontalScroller = False, hasVerticalScroller = False, displayOptions = {'Waterfall':False}, selectionCallback = self.selectionCallback, menuForEventCallback = None ) self.line.view.setCanSelect(True) self.line.controlsToggle = Button((-45, 5, 35, 14), "+", callback=self.toggleControlsCallback, sizeStyle="mini") self.line.controls = Group((-310, 41, 300, 50)) self.line.controls.fontChoice = PopUpButton((5, 0, 0, 22), [], callback=self.switchFontCallback) self.line.controls.localTracking = PopUpButton((5, 28, 60, 22), [], callback=self.localTrackingCallback) self.line.controls.applyTrackingButton = Button((70, 28, 60, 22), "Apply", callback=self.applyTrackingCallback) self.line.controls.toSpaceCenterButton = Button((-80, -18, 80, 18), "Space Center", sizeStyle="mini", callback=self.toSpacecenter) self.toggleControls(False) # Send back line to be displayed ... [45 more functiondefs truncated] ...
|
Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
|
advanced
|
database
|
refactoring
|
Pythoncode:Python
| 5
| 2
| 2,950
| false
|
[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\n# -*- coding: utf8 -*-\nclass BenchToolBox:\n\n def __init__(self):\n self.lastModifiedFont = None\n\n def getFontName(self, font):\n if font is not None:\n if (font.info.familyName != None) and (font.info.styleName != None):\n return font.info.familyName + \" \" + font.info.styleName\n else:\n return \"* Unamed Font\"\n else:\n return \"\"\n print (\"toolBox.getFontName: No Font provided\")\n\n def getFontByName(self, setOfFonts, fontName):\n\n for font in setOfFonts:\n if self.getFontName(font) == fontName:\n return font\n\n def modifyTracking(self, font, trackingValue, glyphSet=None):\n\n if (myTypeBench.lastModifiedFont is None) or (self.getFontName(font) != self.getFontName(myTypeBench.lastModifiedFont)):\n\n font.prepareUndo(\"modifyTracking\")\n\n if glyphSet == None:\n for glyph in font:\n glyph.leftMargin += trackingValue / 2\n glyph.rightMargin += trackingValue / 2\n\n if len(glyph.components) > 0:\n for component in glyph.components:\n component.move(((-trackingValue / 2), 0))\n\n font.performUndo()\n\n myTypeBench.lastModifiedFont = font\n\n\nclass BenchLine:\n\n def __init__(self, index):\n self.index = index\n self.font = None\n self.selected = False\n self.showControls = False\n# self.selectedGlyph = None\n self.localTrackingValue = 0\n self.line = Group((0, 0, 0, 0))\n self.line.view = MultiLineView(\n (0, 0, 0, 0),\n pointSize = 128,\n lineHeight = 100,\n # doubleClickCallback = None,\n applyKerning = True,\n bordered = False,\n hasHorizontalScroller = False,\n hasVerticalScroller = False,\n displayOptions = {'Waterfall':False},\n selectionCallback = self.selectionCallback,\n menuForEventCallback = None\n )\n self.line.view.setCanSelect(True)\n\n self.line.controlsToggle = Button((-45, 5, 35, 14), \"+\", callback=self.toggleControlsCallback, sizeStyle=\"mini\")\n self.line.controls = Group((-310, 41, 300, 50))\n self.line.controls.fontChoice = PopUpButton((5, 0, 0, 22), [], callback=self.switchFontCallback)\n self.line.controls.localTracking = PopUpButton((5, 28, 60, 22), [], callback=self.localTrackingCallback)\n self.line.controls.applyTrackingButton = Button((70, 28, 60, 22), \"Apply\", callback=self.applyTrackingCallback)\n self.line.controls.toSpaceCenterButton = Button((-80, -18, 80, 18), \"Space Center\", sizeStyle=\"mini\", callback=self.toSpacecenter)\n\n self.toggleControls(False)\n\n # Send back line to be displayed\n\n\n ... [45 more functiondefs truncated] ..."}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
58e7c60aecc748369607df95a1ebfb9939eb3944
|
TheStack--python--010.parquet
|
Complete this incomplete Pythoncode:Python code: import random import os class TicTacToe(): def __init__(self): self.player = CROSS self.winner = None self.draw = False self.board = [EMPTY] * SIZE def game_initiating_window(self): ''' This function initialises the game window with the background image for 1.5 seconds before showing an empty grid for a new game ''' screen.blit(initiating_window, (0, 0)) pg.display.update() time.sleep(1.5) screen.fill(white) pg.draw.line(screen, line_color, (width / 3, 0), (width / 3, height), 7) pg.draw.line(screen, line_color, (width / 3 * 2, 0), (width / 3 * 2, height), 7) pg.draw.line(screen, line_color, (0, height / 3), (width, height / 3), 7) pg.draw.line(screen, line_color, (0, height / 3 * 2), (width, height / 3 * 2), 7) def check_win(self): ''' This functions checks if a winner is determined at the given state of the game ''' for line in CHECK: if self.board[line[0]] == EMPTY: continue if all(self.board[play] == self.board[line[0]] for play in line[1:]): pg.draw.line(*LINEARGS[line]) self.winner = self.board[line[0]] def _check_win(self): for line in CHECK: if self.board[line[0]] == EMPTY: continue if all(self.board[play] == self.board[line[0]] for play in line[1:]): self.winner = self.board[line[0]] def check_draw(self): ''' This functions checks if there are no available valid moves for any player (all squares occupied). This is the draw condition if there is no winner ''' ... code continues ...
|
Completion: Missing: Code truncated abruptly - unexpected end of file To complete: • Complete the truncated code structure Example continuation: def playable(self): self.check_win() self.check_draw() return not self.draw and not self.winner
|
advanced
|
machine_learning
|
incomplete_code
|
Pythoncode:Python
| 7
| 1
| 1,736
| true
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\nimport random\nimport os\nclass TicTacToe():\n\n def __init__(self):\n self.player = CROSS\n self.winner = None\n self.draw = False\n self.board = [EMPTY] * SIZE\n\n def game_initiating_window(self): \n ''' This function initialises the game window with the background image for 1.5 seconds\n before showing an empty grid for a new game '''\n \n screen.blit(initiating_window, (0, 0)) \n \n pg.display.update() \n time.sleep(1.5) \n screen.fill(white) \n\n pg.draw.line(screen, line_color, (width / 3, 0), (width / 3, height), 7) \n pg.draw.line(screen, line_color, (width / 3 * 2, 0), (width / 3 * 2, height), 7) \n\n pg.draw.line(screen, line_color, (0, height / 3), (width, height / 3), 7) \n pg.draw.line(screen, line_color, (0, height / 3 * 2), (width, height / 3 * 2), 7) \n\n def check_win(self):\n ''' This functions checks if a winner is determined at the given state of the game '''\n\n for line in CHECK:\n if self.board[line[0]] == EMPTY:\n continue\n if all(self.board[play] == self.board[line[0]] for play in line[1:]):\n pg.draw.line(*LINEARGS[line])\n self.winner = self.board[line[0]]\n\n def _check_win(self):\n for line in CHECK:\n if self.board[line[0]] == EMPTY:\n continue\n if all(self.board[play] == self.board[line[0]] for play in line[1:]):\n self.winner = self.board[line[0]]\n\n def check_draw(self):\n ''' This functions checks if there are no available valid moves for any player (all squares occupied). \n This is the draw condition if there is no winner '''\n\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 def playable(self):\n self.check_win()\n self.check_draw()\n return not self.draw and not self.winner"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
58e8d3e329e424a0d232c7602d4c855e8a2fda57
|
TheStack--python--010.parquet
|
Fix this broken Pythoncode:Python code: from secrets.plugins.base_plugin import BasePlugin import re from secrets.plugins.blacklist import Blacklist class PasswordPatternPlugin(BasePlugin): BLACKLIST = [r"[A-Z0-9]{8}-([A-Z0-9]{4}-){3}[A-Z0-9]{12}", # Guid "RFC[0-9]{3}", "ES201[56]", "Office365", "System32", "log4net", "VS20[0-9]{2}", "word2ve Error: SyntaxError / EOF
|
Fixed Code: from secrets.plugins.base_plugin import BasePlugin import re from secrets.plugins.blacklist import Blacklist class PasswordPatternPlugin(BasePlugin): BLACKLIST = [r"[A-Z0-9]{8}-([A-Z0-9]{4}-){3}[A-Z0-9]{12}", # Guid "RFC[0-9]{3}", "ES201[56]", "Office365", "System32", "log4net", "VS20[0-9]{2}", "word2vec", "Graphics2D", r"[CS]A\d{4}", "Base64", "AES256CBC", "ISO27001", r"\d+GB", r"\d+IOPS", "python3", r"\d{2,4}(x\d{2,4})px", r"\d{3,4}px", r"\d{2,4}x\d{2,4}", r"\d{1,2}(secs?|mins?|hours?|days?|weeks?|months?)", r"\d{1,2}min\d{1,2}s?", r"ConsoleApp\d", r"\d{1,4}(k|m)bps", r"\d{1,4}ms", "KB\d+"] Explanation: Complete the truncated code structure
|
advanced
|
ui
|
error_fixing
|
Pythoncode:Python
| 2
| 1
| 345
| true
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\nfrom secrets.plugins.base_plugin import BasePlugin\nimport re\nfrom secrets.plugins.blacklist import Blacklist\n\n\nclass PasswordPatternPlugin(BasePlugin):\n BLACKLIST = [r\"[A-Z0-9]{8}-([A-Z0-9]{4}-){3}[A-Z0-9]{12}\", # Guid\n \"RFC[0-9]{3}\", \"ES201[56]\", \"Office365\", \"System32\", \"log4net\",\n \"VS20[0-9]{2}\", \"word2ve\n\n Error: SyntaxError / EOF"}, {"role": "assistant", "content": " Fixed Code:\n\n\nfrom secrets.plugins.base_plugin import BasePlugin\nimport re\nfrom secrets.plugins.blacklist import Blacklist\n\n\nclass PasswordPatternPlugin(BasePlugin):\n BLACKLIST = [r\"[A-Z0-9]{8}-([A-Z0-9]{4}-){3}[A-Z0-9]{12}\", # Guid\n \"RFC[0-9]{3}\", \"ES201[56]\", \"Office365\", \"System32\", \"log4net\",\n \"VS20[0-9]{2}\", \"word2vec\", \"Graphics2D\", r\"[CS]A\\d{4}\", \"Base64\",\n \"AES256CBC\", \"ISO27001\", r\"\\d+GB\", r\"\\d+IOPS\", \"python3\",\n r\"\\d{2,4}(x\\d{2,4})px\", r\"\\d{3,4}px\", r\"\\d{2,4}x\\d{2,4}\",\n r\"\\d{1,2}(secs?|mins?|hours?|days?|weeks?|months?)\", r\"\\d{1,2}min\\d{1,2}s?\",\n r\"ConsoleApp\\d\", r\"\\d{1,4}(k|m)bps\", r\"\\d{1,4}ms\", \"KB\\d+\"]\n\n\n Explanation: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
58ea4f9da8d52abdaef746afc7f6fe5d85952713
|
TheStack--python--010.parquet
|
Repair the syntax errors in this Pythoncode:Python code: import os import sys def get_screen_to_csv(): req = requests.Request('GET',url=sub, cookies=cookies, headers=headers) s = requests.Session() prepared = req.prepare() response = s.send(prepared).text.encode('utf8') #print(response) try: os.remove("./screener_cache.csv") except Exception as e: pass with open("./screener_cache.csv",'wb') as f: f.write(response) f.close def load_csv(): df = pd.read_csv("./screener_cache.csv") #print(df) return df["Ticker"].tolist() if __name__ == "__main__": close_today = False while True: print("Geting Screener") get_screen_to_csv() list_of_symbols = load_csv() print("List of symbos",list_of_symbols,len(list_of_symbols)) now = datetime.datetime.now() if now.hour >= 9 and now.hour <= 15 and now.weekday() <5 : for symbol in list_of_symbols: redis.redis_rpush("BotQueue",json.dumps({"cmd":"create","file_name":"alex_2.py","symbol":symbol}) ) redis.redis_rpush("BotQueue",json.dumps({"cmd":"create","file_name":"alex_3.py","symbol":symbol}) ) time.sleep(1) close_today = False if now.hour >=17 and close_today is False: redis.redis_rpush("BotQueue",json.dumps({"cmd":"delete_all"}) ) close_today = True if now.weekday() >= 5 and close_today is False: redis.redis_rpush("BotQueue",json.dumps({"cmd":"delete_all"}) ) close_today = print("WeekDay") if now.hour >=17 or now.hour < 9 or now.weekday() >= 5 : time.sleep(60) else: time.sleep(10)
|
Syntax Analysis: Syntax Errors Found: • Invalid syntax at line 41: close_today = Fixes: • Review syntax near the error location
|
intermediate
|
api
|
syntax_repair
|
Pythoncode:Python
| 2
| 0
| 1,698
| true
|
[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\nimport os\nimport sys\ndef get_screen_to_csv():\n req = requests.Request('GET',url=sub, cookies=cookies, headers=headers)\n s = requests.Session()\n prepared = req.prepare()\n response = s.send(prepared).text.encode('utf8')\n #print(response)\n try:\n os.remove(\"./screener_cache.csv\")\n except Exception as e:\n pass\n with open(\"./screener_cache.csv\",'wb') as f:\n f.write(response)\n f.close\n\ndef load_csv():\n df = pd.read_csv(\"./screener_cache.csv\")\n #print(df)\n return df[\"Ticker\"].tolist()\n\nif __name__ == \"__main__\":\n close_today = False\n while True:\n print(\"Geting Screener\")\n get_screen_to_csv()\n list_of_symbols = load_csv()\n print(\"List of symbos\",list_of_symbols,len(list_of_symbols))\n now = datetime.datetime.now()\n if now.hour >= 9 and now.hour <= 15 and now.weekday() <5 :\n for symbol in list_of_symbols:\n redis.redis_rpush(\"BotQueue\",json.dumps({\"cmd\":\"create\",\"file_name\":\"alex_2.py\",\"symbol\":symbol}) )\n redis.redis_rpush(\"BotQueue\",json.dumps({\"cmd\":\"create\",\"file_name\":\"alex_3.py\",\"symbol\":symbol}) )\n time.sleep(1)\n close_today = False\n if now.hour >=17 and close_today is False:\n redis.redis_rpush(\"BotQueue\",json.dumps({\"cmd\":\"delete_all\"}) )\n close_today = True\n if now.weekday() >= 5 and close_today is False:\n redis.redis_rpush(\"BotQueue\",json.dumps({\"cmd\":\"delete_all\"}) )\nclose_today = \n print(\"WeekDay\")\n if now.hour >=17 or now.hour < 9 or now.weekday() >= 5 :\n time.sleep(60)\n else:\n time.sleep(10)"}, {"role": "assistant", "content": " Syntax Analysis:\n\n Syntax Errors Found:\n \u2022 Invalid syntax at line 41: close_today = \n\n\n Fixes:\n \u2022 Review syntax near the error location"}]
| true
|
syntax
|
BROKEN_INDENTATION
|
MEDIUM
|
58eac4bda79c2ea71950e8f3b733401d74123ec0
|
TheStack--python--010.parquet
|
Suggest refactoring for this Pythoncode:Python code: # Copyright 2019 Marc Mosko # # 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 array import unittest from datetime import datetime import ccnpy class ContentObject_Test(unittest.TestCase): def test_serialize(self): name = ccnpy.Name.from_uri('ccnx:/apple/pie') payload = ccnpy.Payload(array.array("B", [1, 3, 5, 7, 9])) dt = datetime.utcfromtimestamp(1560227545.906) co = ccnpy.ContentObject.create_data(name=name, payload=payload, expiry_time=dt) name_tlv = co.name() payload_type_tlv = co.payload_type() payload_tlv = co.payload() expiry_tlv = co.expiry_time() byte_list= name_tlv.serialize() byte_list.extend(expiry_tlv.serialize()) byte_list.extend(payload_type_tlv.serialize()) byte_list.extend(payload.serialize()) length = len(byte_list) expected = array.array("B", [0, 2, 0, length]) expected.extend(byte_list) actual = co.serialize() self.assertEqual(expected, actual, "Incorrect serialization") def test_deserialize(self): wire_format = array.array('B', [0, 2, 0, 46, 0, 0, 0, 16, 0, 1, 0, 5, 97, 112, 112, 108, 101, 0, 1, 0, 3, 112, 105, 101, 0, 6, 0, 8, 0, 0, 1, 107, 70, 79, 136, 178, 0, 5, 0, 1, 0, 0, 1, 0, 5, 1, 3, 5, 7, 9]) tlv = ccnpy.Tlv.deserialize(wire_format) actual = ccnpy.ContentObject.parse(tlv) name = ccnpy.Name.from_uri('ccnx:/apple/pie') payload = ccnpy.Payload(array.array("B", [1, 3, 5, 7, 9])) dt = datetime.utcfromtimestamp(1560227545.906) expected = ccnpy.ContentObject.create_data(name=name, payload=payload, expiry_time=dt) self.assertEqual(expected, actual, "Incorrect deserialization")
|
Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
|
advanced
|
testing
|
refactoring
|
Pythoncode:Python
| 2
| 1
| 2,412
| true
|
[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\n# Copyright 2019 Marc Mosko\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 array\nimport unittest\nfrom datetime import datetime\n\nimport ccnpy\n\n\nclass ContentObject_Test(unittest.TestCase):\n def test_serialize(self):\n name = ccnpy.Name.from_uri('ccnx:/apple/pie')\n payload = ccnpy.Payload(array.array(\"B\", [1, 3, 5, 7, 9]))\n dt = datetime.utcfromtimestamp(1560227545.906)\n co = ccnpy.ContentObject.create_data(name=name, payload=payload, expiry_time=dt)\n name_tlv = co.name()\n payload_type_tlv = co.payload_type()\n payload_tlv = co.payload()\n expiry_tlv = co.expiry_time()\n byte_list= name_tlv.serialize()\n byte_list.extend(expiry_tlv.serialize())\n byte_list.extend(payload_type_tlv.serialize())\n byte_list.extend(payload.serialize())\n length = len(byte_list)\n expected = array.array(\"B\", [0, 2, 0, length])\n expected.extend(byte_list)\n actual = co.serialize()\n self.assertEqual(expected, actual, \"Incorrect serialization\")\n\n def test_deserialize(self):\n wire_format = array.array('B', [0, 2, 0, 46,\n 0, 0, 0, 16, 0, 1, 0, 5, 97, 112, 112, 108, 101, 0, 1, 0, 3, 112, 105, 101,\n 0, 6, 0, 8, 0, 0, 1, 107, 70, 79, 136, 178,\n 0, 5, 0, 1, 0,\n 0, 1, 0, 5, 1, 3, 5, 7, 9])\n tlv = ccnpy.Tlv.deserialize(wire_format)\n actual = ccnpy.ContentObject.parse(tlv)\n\n name = ccnpy.Name.from_uri('ccnx:/apple/pie')\n payload = ccnpy.Payload(array.array(\"B\", [1, 3, 5, 7, 9]))\n dt = datetime.utcfromtimestamp(1560227545.906)\n expected = ccnpy.ContentObject.create_data(name=name, payload=payload, expiry_time=dt)\n self.assertEqual(expected, actual, \"Incorrect deserialization\")"}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
58eb0eef244543c4d277438c61091d6e34ccc308
|
TheStack--python--010.parquet
|
Explain this Pythoncode:Python code: import torch import torch.nn as nn import torch.nn.functional as F class BasicBlock(nn.Module): def __init__(self, c_in, c_out, l=2, is_downsample=False): super(BasicBlock, self).__init__() assert l>=2 , "error" self.l = l self.identity_flag = True if is_downsample or c_in!=c_out else False stride = 2 if is_downsample else 1 for i in range(1,l+1): conv_name = "conv%d"%i c_x = c_in if i==1 else c_out s = stride if i==1 else 1 self.__setattr__(conv_name , nn.Sequential( nn.BatchNorm2d(c_x), nn.ReLU(inplace=True), nn.Conv2d(c_x, c_out, 3, s, padding=1, bias=False), )) if self.identity_flag: self.identity = nn.Sequential( nn.BatchNorm2d(c_in), nn.ReLU(inplace=True), nn.Conv2d(c_in, c_out, 1, stride, bias=False), ) def forward(self, x): y = self.conv1(x) for i in range(2, self.l+1): y = self.__getattr__("conv%d"%i)(y) if self.identity_flag: x = self.identity(x) return x.add(y) def _make_basic_boost(Block, c_in, c_out, N, l=2, is_downsample=False): block_list = [] for i in range(N): if i==0: block = Block(c_in, c_out, l, is_downsample=is_downsample) else: block = Block(c_out, c_out, l) block_list += [block] return nn.Sequential(*block_list) class BoostBlock(nn.Module): def __init__(self, c_in, c_out, C, N, l=2, is_downsample=False): super(BoostBlock, self).__init__() assert C>=1 , "error" self.C = C for i in range(1, C+1): boost_name = "boost%d"%i self.__setattr__(boost_name, _make_basic_boost(BasicBlock, c_in, c_out, N, l, is_downsample=is_downsample)) self.identity_flag = True if is_downsample or c_in!=c_out else False stride = 2 if is_downsample else 1 if self.identity_flag: self.identity = nn.Sequential( nn.BatchNorm2d(c_in), nn.ReLU(inplace=True), nn.Conv2d(c_in, c_out, 1, stride, bias=False), ) def forward(self, x): y = self.boost1(x) for i in range(2,self.C+1): tmp = self.__getattr__("boost%d"%i)(x) y = y.add(tmp) if self.identity_flag: x = self.identity(x) return x.add(y) class BoostNet(nn.Module): ... [2 more functiondefs truncated] ...
|
Functions: __init__, forward, _make_basic_boost, __init__, forward Classes: BasicBlock, BoostBlock, BoostNet This code demonstrates Pythoncode:Python programming.
|
advanced
|
testing
|
code_explanation
|
Pythoncode:Python
| 5
| 3
| 2,591
| true
|
[{"role": "user", "content": "Explain this Pythoncode:Python code:\nimport torch\nimport torch.nn as nn\nimport torch.nn.functional as F\n\nclass BasicBlock(nn.Module):\n def __init__(self, c_in, c_out, l=2, is_downsample=False):\n super(BasicBlock, self).__init__()\n assert l>=2 , \"error\"\n self.l = l\n self.identity_flag = True if is_downsample or c_in!=c_out else False\n stride = 2 if is_downsample else 1\n for i in range(1,l+1):\n conv_name = \"conv%d\"%i\n c_x = c_in if i==1 else c_out\n s = stride if i==1 else 1\n self.__setattr__(conv_name , nn.Sequential(\n nn.BatchNorm2d(c_x),\n nn.ReLU(inplace=True),\n nn.Conv2d(c_x, c_out, 3, s, padding=1, bias=False),\n ))\n if self.identity_flag:\n self.identity = nn.Sequential(\n nn.BatchNorm2d(c_in),\n nn.ReLU(inplace=True),\n nn.Conv2d(c_in, c_out, 1, stride, bias=False),\n )\n \n def forward(self, x):\n y = self.conv1(x)\n for i in range(2, self.l+1):\n y = self.__getattr__(\"conv%d\"%i)(y)\n if self.identity_flag:\n x = self.identity(x)\n return x.add(y)\n\ndef _make_basic_boost(Block, c_in, c_out, N, l=2, is_downsample=False):\n block_list = []\n for i in range(N):\n if i==0:\n block = Block(c_in, c_out, l, is_downsample=is_downsample)\n else:\n block = Block(c_out, c_out, l)\n block_list += [block]\n return nn.Sequential(*block_list)\n\nclass BoostBlock(nn.Module):\n def __init__(self, c_in, c_out, C, N, l=2, is_downsample=False):\n super(BoostBlock, self).__init__()\n assert C>=1 , \"error\"\n self.C = C\n for i in range(1, C+1):\n boost_name = \"boost%d\"%i\n self.__setattr__(boost_name, _make_basic_boost(BasicBlock, c_in, c_out, N, l, is_downsample=is_downsample))\n self.identity_flag = True if is_downsample or c_in!=c_out else False\n stride = 2 if is_downsample else 1\n if self.identity_flag:\n self.identity = nn.Sequential(\n nn.BatchNorm2d(c_in),\n nn.ReLU(inplace=True),\n nn.Conv2d(c_in, c_out, 1, stride, bias=False),\n )\n\n def forward(self, x):\n y = self.boost1(x)\n for i in range(2,self.C+1):\n tmp = self.__getattr__(\"boost%d\"%i)(x)\n y = y.add(tmp)\n if self.identity_flag:\n x = self.identity(x)\n return x.add(y)\n \nclass BoostNet(nn.Module):\n\n ... [2 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Functions: __init__, forward, _make_basic_boost, __init__, forward\n Classes: BasicBlock, BoostBlock, BoostNet\n This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
58ecd33bd81c367bfff447df15f6b3b75c48b3ae
|
TheStack--python--010.parquet
|
Complete this Pythoncode:Python code: from __future__ import unicode_literals from io import BytesIO from django.test import TestCase from mock import patch from dbbackup.db.exceptions import DumpError from dbbackup.db.postgresql import ( class PgDumpConnectorTest(TestCase): def setUp(self): self.connector = PgDumpConnector() self.connector.settings['ENGINE'] = 'django.db.backends.postgresql' self.connector.settings['NAME'] = 'dbname' self.connector.settings['HOST'] = 'hostname' def test_user_password_uses_special_characters(self, mock_dump_cmd): self.connector.settings['PASSWORD'] = '@!' self.connector.settings['USER'] = '@' self.connector.create_dump() self.assertIn('postgresql://%40:%40%21@hostname/dbname', mock_dump_cmd.call_args[0][0]) def test_create_dump(self, mock_dump_cmd): dump = self.connector.create_dump() # Test dump dump_content = dump.read() self.assertTrue(dump_content) self.assertEqual(dump_content, b'foo') # Test cmd self.assertTrue(mock_dump_cmd.called) def test_create_dump_without_host_raises_error(self, mock_dump_cmd): self.connector.settings.pop('HOST', None) with self.assertRaises(DumpError): self.connector.create_dump() def test_password_but_no_user(self, mock_dump_cmd): self.connector.settings.pop('USER', None) self.connector.settings['PASSWORD'] = 'hello' self.connector.create_dump() self.assertIn('postgresql://hostname/dbname', mock_dump_cmd.call_args[0][0])
|
def test_create_dump_host(self, mock_dump_cmd): # With self.connector.settings['HOST'] = 'foo' self.connector.create_dump() self.assertIn('postgresql://foo/dbname', mock_dump_cmd.call_args[0][0]) def test_create_dump_port(self, mock_dump_cmd): # Without self.connector.settings.pop('PORT', None) self.connector.create_dump() self.assertIn('postgresql://hostname/dbname', mock_dump_cmd.call_args[0][0]) # With self.connector.settings['PORT'] = 42 self.connector.create_dump() self.assertIn('postgresql://hostname:42/dbname', mock_dump_cmd.call_args[0][0]) def test_create_dump_user(self, mock_dump_cmd): # Without self.connector.settings.pop('USER', None) self.connector.create_dump() self.assertIn('postgresql://hostname/dbname', mock_dump_cmd.call_args[0][0]) # With self.connector.settings['USER'] = 'foo' self.connector.create_dump() self.assertIn('postgresql://foo@hostname/dbname', mock_dump_cmd.call_args[0][0]) ... [20 more functiondefs truncated] ...
|
advanced
|
testing
|
code_completion
|
Pythoncode:Python
| 8
| 1
| 2,721
| true
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\nfrom __future__ import unicode_literals\n\nfrom io import BytesIO\n\nfrom django.test import TestCase\nfrom mock import patch\n\nfrom dbbackup.db.exceptions import DumpError\nfrom dbbackup.db.postgresql import (\nclass PgDumpConnectorTest(TestCase):\n def setUp(self):\n self.connector = PgDumpConnector()\n self.connector.settings['ENGINE'] = 'django.db.backends.postgresql'\n self.connector.settings['NAME'] = 'dbname'\n self.connector.settings['HOST'] = 'hostname'\n\n def test_user_password_uses_special_characters(self, mock_dump_cmd):\n self.connector.settings['PASSWORD'] = '@!'\n self.connector.settings['USER'] = '@'\n\n self.connector.create_dump()\n\n self.assertIn('postgresql://%40:%40%21@hostname/dbname', mock_dump_cmd.call_args[0][0])\n\n def test_create_dump(self, mock_dump_cmd):\n dump = self.connector.create_dump()\n # Test dump\n dump_content = dump.read()\n self.assertTrue(dump_content)\n self.assertEqual(dump_content, b'foo')\n # Test cmd\n self.assertTrue(mock_dump_cmd.called)\n\n def test_create_dump_without_host_raises_error(self, mock_dump_cmd):\n self.connector.settings.pop('HOST', None)\n with self.assertRaises(DumpError):\n self.connector.create_dump()\n\n def test_password_but_no_user(self, mock_dump_cmd):\n self.connector.settings.pop('USER', None)\n self.connector.settings['PASSWORD'] = 'hello'\n self.connector.create_dump()\n self.assertIn('postgresql://hostname/dbname', mock_dump_cmd.call_args[0][0])"}, {"role": "assistant", "content": "\n\n def test_create_dump_host(self, mock_dump_cmd):\n # With\n self.connector.settings['HOST'] = 'foo'\n self.connector.create_dump()\n self.assertIn('postgresql://foo/dbname', mock_dump_cmd.call_args[0][0])\n\n def test_create_dump_port(self, mock_dump_cmd):\n # Without\n self.connector.settings.pop('PORT', None)\n self.connector.create_dump()\n self.assertIn('postgresql://hostname/dbname', mock_dump_cmd.call_args[0][0])\n # With\n self.connector.settings['PORT'] = 42\n self.connector.create_dump()\n self.assertIn('postgresql://hostname:42/dbname', mock_dump_cmd.call_args[0][0])\n\n def test_create_dump_user(self, mock_dump_cmd):\n # Without\n self.connector.settings.pop('USER', None)\n self.connector.create_dump()\n self.assertIn('postgresql://hostname/dbname', mock_dump_cmd.call_args[0][0])\n # With\n self.connector.settings['USER'] = 'foo'\n self.connector.create_dump()\n self.assertIn('postgresql://foo@hostname/dbname', mock_dump_cmd.call_args[0][0])\n\n\n ... [20 more functiondefs truncated] ..."}]
| false
| null | null | null |
58ed0787871a9b5fdcb02d2085fd49f6677b5373
|
TheStack--python--010.parquet
|
Suggest refactoring for this Pythoncode:Python code: from .fpn import FPN from .bfp import BFP from .yolo_neck import YOLOV3Neck from .rr_darkneck import RRDarkNeck, RRYoloV4DarkNeck __all__ = [ 'FPN', 'BFP', 'YOLOV3Neck', 'RRDarkNeck', 'RRYoloV4DarkNeck' ]
|
Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
|
intermediate
|
general
|
refactoring
|
Pythoncode:Python
| 0
| 0
| 210
| true
|
[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\nfrom .fpn import FPN\nfrom .bfp import BFP\nfrom .yolo_neck import YOLOV3Neck\nfrom .rr_darkneck import RRDarkNeck, RRYoloV4DarkNeck\n\n__all__ = [\n 'FPN', 'BFP', 'YOLOV3Neck', 'RRDarkNeck', 'RRYoloV4DarkNeck'\n]"}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
58f1feb36c71271f8c3eb8cdf01613aa909873e1
|
TheStack--python--010.parquet
|
Explain this Pythoncode:Python code: class Creator: def create(self, *args): raise NotImplementedError("create function not implemented ") pass
|
Functions: create Classes: Creator This code demonstrates Pythoncode:Python programming.
|
beginner
|
machine_learning
|
code_explanation
|
Pythoncode:Python
| 1
| 1
| 127
| false
|
[{"role": "user", "content": "Explain this Pythoncode:Python code:\n\nclass Creator:\n def create(self, *args):\n raise NotImplementedError(\"create function not implemented \")\n pass"}, {"role": "assistant", "content": " Functions: create\n Classes: Creator\n This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
58f36f3321542965ed9fb433ce25a00074c64357
|
TheStack--python--010.parquet
|
Review this Pythoncode:Python code: import numbers import itertools from functools import partial from collections import defaultdict from pyop2.utils import cached_property import numpy from abc import ABCMeta from pyop2.codegen.node import Node as NodeBase class InstructionLabel(object): def __init__(self, within_inames=()): self.within_inames = tuple(w for w in within_inames if isinstance(w, Node)) class PackInst(InstructionLabel): pass class UnpackInst(InstructionLabel): pass class PreUnpackInst(InstructionLabel): pass class KernelInst(InstructionLabel): pass class Node(NodeBase): def is_equal(self, other): """Common subexpression eliminating equality predicate. When two (sub)expressions are equal, the children of one object are reassigned to the children of the other, so some duplicated subexpressions are eliminated. """ result = NodeBase.is_equal(self, other) if result: self.children = other.children return result class Terminal(Node): __slots__ = () children = () is_equal = NodeBase.is_equal class Scalar(Node): __slots__ = () shape = () class Constant(Terminal): __slots__ = () class DTypeMixin(object): @cached_property def dtype(self): dtype, = set(c.dtype for c in self.children) return dtype class Zero(Constant): __slots__ = ("shape", "dtype") __front__ = ("shape", "dtype") def __init__(self, shape, dtype): self.shape = shape self.dtype = dtype class IndexBase(metaclass=ABCMeta): pass class Index(Terminal, Scalar): _count = itertools.count() __slots__ = ("extent", "merge", "name") __front__ = ("extent", "merge", "name") def __init__(self, extent=None, merge=True, name=None): self.name = name or "i%d" % next(Index._count) self.extent = None self.set_extent(extent) self.merge = merge def set_extent(self, value): if self.extent is None: if isinstance(value, numbers.Integral): value = int(value) self.extent = value elif self.extent != value: raise ValueError("Inconsistent index extents") dtype = numpy.int32 class FixedIndex(Terminal, Scalar): __slots__ = ("value", ) __front__ = ("value", ) extent = 1 def __init__(self, value): assert isinstance(value, numbers.Integral) self.value = numpy.int32(value) dtype = numpy.int32 class RuntimeIndex(Scalar): _count = itertools.count() __slots__ = ("children", "name") __back__ = ("name", ) def __init__(self, lo, hi, constraint, name): assert name is not None, "runtime indices need a name" self.name = name self.children = lo, hi, constraint @cached_property def extents(self): return self.children[:2] @cached_property ... [79 more functiondefs truncated] ...
|
Code Review: ❌ Critical issues: Code truncated in middle of expression - unexpected EOF Unterminated string literal at line 35 Block at line 32 has no indented body Block at line 63 has no indented body IndentationError at line 135 ⚠️ Code quality: 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 44 Unexpected indentation at line 49 Unexpected indentation at line 50 Unexpected indentation at line 66 Unexpected indentation at line 68 Unexpected indentation at line 73 Unexpected indentation at line 77 Unexpected indentation at line 86 Unexpected indentation at line 87 Unexpected indentation at line 91 Unexpected indentation at line 92 Unexpected indentation at line 93 Unexpected indentation at line 99 Unexpected indentation at line 100 Unexpected indentation at line 108 Unexpected indentation at line 114 Unexpected indentation at line 121 Unexpected indentation at line 122 Unexpected indentation at line 126 Unexpected indentation at line 127 Unexpected indentation at line 130 ✨ Improvements: Complete the expression on the last line Add closing quote at line 35 Fix indentation to match Python syntax rules
|
advanced
|
testing
|
code_review
|
Pythoncode:Python
| 9
| 15
| 2,967
| true
|
[{"role": "user", "content": "Review this Pythoncode:Python code:\nimport numbers\nimport itertools\nfrom functools import partial\nfrom collections import defaultdict\nfrom pyop2.utils import cached_property\nimport numpy\nfrom abc import ABCMeta\nfrom pyop2.codegen.node import Node as NodeBase\n\n\nclass InstructionLabel(object):\n def __init__(self, within_inames=()):\n self.within_inames = tuple(w for w in within_inames if isinstance(w, Node))\n\n\nclass PackInst(InstructionLabel):\n pass\n\n\nclass UnpackInst(InstructionLabel):\n pass\n\n\nclass PreUnpackInst(InstructionLabel):\n pass\n\n\nclass KernelInst(InstructionLabel):\n pass\n\n\nclass Node(NodeBase):\n\n def is_equal(self, other):\n \"\"\"Common subexpression eliminating equality predicate.\n\n When two (sub)expressions are equal, the children of one\n object are reassigned to the children of the other, so some\n duplicated subexpressions are eliminated.\n \"\"\"\n result = NodeBase.is_equal(self, other)\n if result:\n self.children = other.children\n return result\n\n\nclass Terminal(Node):\n __slots__ = ()\n children = ()\n is_equal = NodeBase.is_equal\n\n\nclass Scalar(Node):\n __slots__ = ()\n\n shape = ()\n\n\nclass Constant(Terminal):\n __slots__ = ()\n\n\nclass DTypeMixin(object):\n\n @cached_property\n def dtype(self):\n dtype, = set(c.dtype for c in self.children)\n return dtype\n\n\nclass Zero(Constant):\n __slots__ = (\"shape\", \"dtype\")\n __front__ = (\"shape\", \"dtype\")\n\n def __init__(self, shape, dtype):\n self.shape = shape\n self.dtype = dtype\n\n\nclass IndexBase(metaclass=ABCMeta):\n pass\n\n\nclass Index(Terminal, Scalar):\n _count = itertools.count()\n __slots__ = (\"extent\", \"merge\", \"name\")\n __front__ = (\"extent\", \"merge\", \"name\")\n\n def __init__(self, extent=None, merge=True, name=None):\n self.name = name or \"i%d\" % next(Index._count)\n self.extent = None\n self.set_extent(extent)\n self.merge = merge\n\n def set_extent(self, value):\n if self.extent is None:\n if isinstance(value, numbers.Integral):\n value = int(value)\n self.extent = value\n elif self.extent != value:\n raise ValueError(\"Inconsistent index extents\")\n\n dtype = numpy.int32\n\n\nclass FixedIndex(Terminal, Scalar):\n __slots__ = (\"value\", )\n __front__ = (\"value\", )\n\n extent = 1\n\n def __init__(self, value):\n assert isinstance(value, numbers.Integral)\n self.value = numpy.int32(value)\n\n dtype = numpy.int32\n\n\nclass RuntimeIndex(Scalar):\n _count = itertools.count()\n __slots__ = (\"children\", \"name\")\n __back__ = (\"name\", )\n\n def __init__(self, lo, hi, constraint, name):\n assert name is not None, \"runtime indices need a name\"\n self.name = name\n self.children = lo, hi, constraint\n\n @cached_property\n def extents(self):\n return self.children[:2]\n\n @cached_property\n\n ... [79 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 35\n Block at line 32 has no indented body\n Block at line 63 has no indented body\n IndentationError at line 135\n\n\u26a0\ufe0f Code quality:\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 44\n Unexpected indentation at line 49\n Unexpected indentation at line 50\n Unexpected indentation at line 66\n Unexpected indentation at line 68\n Unexpected indentation at line 73\n Unexpected indentation at line 77\n Unexpected indentation at line 86\n Unexpected indentation at line 87\n Unexpected indentation at line 91\n Unexpected indentation at line 92\n Unexpected indentation at line 93\n Unexpected indentation at line 99\n Unexpected indentation at line 100\n Unexpected indentation at line 108\n Unexpected indentation at line 114\n Unexpected indentation at line 121\n Unexpected indentation at line 122\n Unexpected indentation at line 126\n Unexpected indentation at line 127\n Unexpected indentation at line 130\n\n\u2728 Improvements:\n Complete the expression on the last line\n Add closing quote at line 35\n Fix indentation to match Python syntax rules"}]
| false
| null | null | null |
58f5b18f9329041d0eef0abe7ea44fecfec02b0e
|
TheStack--python--010.parquet
|
Subsets and Splits
No community queries yet
The top public SQL queries from the community will appear here once available.