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Fill in the in this Pythoncode:Python code: import math from constants import Constants from utils import vector2d from wpilib import SmartDashboard as Dash from autonomous import pursuitpoint class PurePursuit(): """An implementation of the Pure Pursuit path tracking algorithm.""" def __init__(self, path): self.path = path self.pursuit_points = [pursuitpoint.PursuitPoint(p, c) for p, c in zip( self.path.getPoints(), self.path.getCurvatures())] self.last_lookahead_index = 0 self.cur_curvature = 0 self.target_velocities = vector2d.Vector2D() self.closest_point_index = 0 def computeVelocities(self): """Compute the velocities along the path.""" # Compute the velocities along the path using the curvature and Constants.CURVE_VELOCITY for ppoint in self.pursuit_points: # Complete this line velocity = Constants.MAX_VELOCITY else: velocity = min(Constants.MAX_VELOCITY, Constants.CURVE_VELOCITY/ppoint.curvature) ppoint.velocity = velocity # Limit the acceleration of the velocities for i in reversed(range(0, len(self.pursuit_points)-1)): distance = self.pursuit_points[i].point.getDistance( self.pursuit_points[i+1].point) new_velocity = math.sqrt( self.pursuit_points[i+1].velocity**2 + (2 * Constants.MAX_ACCELERATION * distance)) new_velocity = min(self.pursuit_points[i].velocity, new_velocity) self.pursuit_points[i].velocity = new_velocity def updateLookaheadPointIndex2(self, state): """Update the lookahead point given the current robot state. Uses the minimum distance point if the state is more than Constants.LOOKAHEAD_DIST from all points, otherwise uses the closes point to self.loohead_distance""" # Compute point distances to state and differences from those distances to Constants.LOOKAHEAD_DIST distances = [math.hypot(state.x - ppoint.point.x, state.y - ppoint.point.y) for ppoint in self.pursuit_points] differences = [abs(d-Constants.LOOKAHEAD_DIST) for d in distances] min_distance = min(distances) # Get new lookahead index if min_distance <= Constants.LOOKAHEAD_DIST: self.last_lookahead_index = differences.index(min(differences)) else: self.last_lookahead_index = distances.index(min_distance) ... [8 more functiondefs truncated] ...
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The missing line is: if abs(ppoint.curvature) <= Constants.CURVATURE_THRESHOLD:
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advanced
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ui
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fill_in_the_blank
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Pythoncode:Python
| 3
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| 2,620
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[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\nimport math\nfrom constants import Constants\nfrom utils import vector2d\nfrom wpilib import SmartDashboard as Dash\nfrom autonomous import pursuitpoint\n\n\nclass PurePursuit():\n \"\"\"An implementation of the Pure Pursuit path tracking algorithm.\"\"\"\n\n def __init__(self, path):\n self.path = path\n self.pursuit_points = [pursuitpoint.PursuitPoint(p, c) for p, c in zip(\n self.path.getPoints(), self.path.getCurvatures())]\n self.last_lookahead_index = 0\n self.cur_curvature = 0\n self.target_velocities = vector2d.Vector2D()\n self.closest_point_index = 0\n\n def computeVelocities(self):\n \"\"\"Compute the velocities along the path.\"\"\"\n # Compute the velocities along the path using the curvature and Constants.CURVE_VELOCITY\n for ppoint in self.pursuit_points:\n # Complete this line\n velocity = Constants.MAX_VELOCITY\n else:\n velocity = min(Constants.MAX_VELOCITY,\n Constants.CURVE_VELOCITY/ppoint.curvature)\n ppoint.velocity = velocity\n # Limit the acceleration of the velocities\n for i in reversed(range(0, len(self.pursuit_points)-1)):\n distance = self.pursuit_points[i].point.getDistance(\n self.pursuit_points[i+1].point)\n new_velocity = math.sqrt(\n self.pursuit_points[i+1].velocity**2 + (2 * Constants.MAX_ACCELERATION * distance))\n new_velocity = min(self.pursuit_points[i].velocity, new_velocity)\n self.pursuit_points[i].velocity = new_velocity\n\n def updateLookaheadPointIndex2(self, state):\n \"\"\"Update the lookahead point given the current robot state.\n Uses the minimum distance point if the state is more than\n Constants.LOOKAHEAD_DIST from all points, otherwise uses the\n closes point to self.loohead_distance\"\"\"\n # Compute point distances to state and differences from those distances to Constants.LOOKAHEAD_DIST\n distances = [math.hypot(state.x - ppoint.point.x,\n state.y - ppoint.point.y) for ppoint in self.pursuit_points]\n differences = [abs(d-Constants.LOOKAHEAD_DIST) for d in distances]\n min_distance = min(distances)\n # Get new lookahead index\n if min_distance <= Constants.LOOKAHEAD_DIST:\n self.last_lookahead_index = differences.index(min(differences))\n else:\n self.last_lookahead_index = distances.index(min_distance)\n\n\n ... [8 more functiondefs truncated] ..."}, {"role": "assistant", "content": "The missing line is:\n if abs(ppoint.curvature) <= Constants.CURVATURE_THRESHOLD:"}]
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13f3a6d9012ba4c4473a1ffb1f1db1418326ee1f
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TheStack--python--000.parquet
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Explain this Pythoncode:Python code: import difflib import itertools import voluptuous as vol from esphome.py_compat import string_types class ExtraKeysInvalid(vol.Invalid): def __init__(self, *arg, **kwargs): self.candidates = kwargs.pop('candidates') vol.Invalid.__init__(self, *arg, **kwargs) def ensure_multiple_invalid(err): if isinstance(err, vol.MultipleInvalid): return err return vol.MultipleInvalid(err) # pylint: disable=protected-access, unidiomatic-typecheck class _Schema(vol.Schema): """Custom cv.Schema that prints similar keys on error.""" def __init__(self, schema, extra=vol.PREVENT_EXTRA, extra_schemas=None): super(_Schema, self).__init__(schema, extra=extra) # List of extra schemas to apply after validation # Should be used sparingly, as it's not a very voluptuous-way/clean way of # doing things. self._extra_schemas = extra_schemas or [] def __call__(self, data): res = super(_Schema, self).__call__(data) for extra in self._extra_schemas: try: res = extra(res) except vol.Invalid as err: raise ensure_multiple_invalid(err) return res ... [4 more functiondefs truncated] ...
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Functions: __init__, ensure_multiple_invalid, __init__, __call__ Classes: ExtraKeysInvalid, _Schema This code demonstrates Pythoncode:Python programming.
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advanced
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machine_learning
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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 difflib\nimport itertools\n\nimport voluptuous as vol\n\nfrom esphome.py_compat import string_types\n\n\nclass ExtraKeysInvalid(vol.Invalid):\n def __init__(self, *arg, **kwargs):\n self.candidates = kwargs.pop('candidates')\n vol.Invalid.__init__(self, *arg, **kwargs)\n\n\ndef ensure_multiple_invalid(err):\n if isinstance(err, vol.MultipleInvalid):\n return err\n return vol.MultipleInvalid(err)\n\n\n# pylint: disable=protected-access, unidiomatic-typecheck\nclass _Schema(vol.Schema):\n \"\"\"Custom cv.Schema that prints similar keys on error.\"\"\"\n def __init__(self, schema, extra=vol.PREVENT_EXTRA, extra_schemas=None):\n super(_Schema, self).__init__(schema, extra=extra)\n # List of extra schemas to apply after validation\n # Should be used sparingly, as it's not a very voluptuous-way/clean way of\n # doing things.\n self._extra_schemas = extra_schemas or []\n\n def __call__(self, data):\n res = super(_Schema, self).__call__(data)\n for extra in self._extra_schemas:\n try:\n res = extra(res)\n except vol.Invalid as err:\n raise ensure_multiple_invalid(err)\n return res\n\n\n ... [4 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Functions: __init__, ensure_multiple_invalid, __init__, __call__\n Classes: ExtraKeysInvalid, _Schema\n This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
13f4c5d6b839fc74a59e3720afa044833541c6ea
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TheStack--python--000.parquet
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Repair the syntax errors in this Pythoncode:Python code: #!/usr/bin/env python # -*- coding:utf-8 -*- # @Filename: DensityPeaks.py # @Author: Daniel Puente Ramírez # @Time: 5/3/22 09:55 # @Version: 4.0 import math from collections import defaultdict import numpy as np import pandas as pd from sklearn.neighbors import KNeighborsClassifier, NearestNeighbors from sklearn.preprocessing import LabelEncoder from sklearn.semi_supervised import SelfTrainingClassifier from sklearn.svm import SVC from instance_selection import ENN from .utils import split class STDPNF: """ Li, J., Zhu, Q., & Wu, Q. (2019). A self-training method based on density peaks and an extended parameter-free local noise filter for k nearest neighbor. Knowledge-Based Systems, 184, 104895. Wu, D., Shang, M., Luo, X., Xu, J., Yan, H., Deng, W., & Wang, G. (2018). Self-training semi-supervised classification based on density peaks of data. Neurocomputing, 275, 180-191. """ def __init__( self, dc=None, distance_metric="euclidean", k=3, gauss_cutoff=True, percent=2.0, density_threshold=None, distance_threshold=None, anormal=True, filtering=False, classifier=None, classifier_params=None, filter_method=None, ): """Semi Supervised Algorithm based on Density Peaks.""" self.dc = dc self.distance_metric = distance_metric self.k = k self.gauss_cutoff = gauss_cutoff self.percent = percent self.density_threshold = density_threshold self.distance_threshold = distance_threshold self.anormal = anormal self.filtering = filtering if classifier is not None: if isinstance(classifier_params, dict): self.classifier = classifier(**classifier_params) else: self.classifier = classifier( else: self.classifier = None if filter_method is not None and filter_method != "ENANE": self.filter = filter_method() elif isinstance(filter_method, str) and filter_method == "ENANE": self.filter = filter_method else: self.filter = None self.y = None self.low = None self.u = None self.classifier_stdpnf = None self.order = None self.structure = None self.structure_stdnpf = None self.n_id = None self.distances = None self.max_dis = None self.min_dis = None self.rho = None self.delta = None self.nneigh = None self.data = None ... [21 more functiondefs truncated] ...
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Syntax Analysis: Syntax Errors Found: • Code truncated in middle of expression - unexpected EOF • Unterminated string literal at line 24 • Unclosed '(' at line 63 - expected ')' Fixes: • Complete the expression on the last line • Add closing quote at line 24 • Add closing ')' bracket
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advanced
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database
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syntax_repair
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Pythoncode:Python
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[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\n#!/usr/bin/env python\n# -*- coding:utf-8 -*-\n# @Filename: DensityPeaks.py\n# @Author: Daniel Puente Ram\u00edrez\n# @Time: 5/3/22 09:55\n# @Version: 4.0\n\nimport math\nfrom collections import defaultdict\n\nimport numpy as np\nimport pandas as pd\nfrom sklearn.neighbors import KNeighborsClassifier, NearestNeighbors\nfrom sklearn.preprocessing import LabelEncoder\nfrom sklearn.semi_supervised import SelfTrainingClassifier\nfrom sklearn.svm import SVC\n\nfrom instance_selection import ENN\n\nfrom .utils import split\n\n\nclass STDPNF:\n \"\"\"\n Li, J., Zhu, Q., & Wu, Q. (2019). A self-training method based on density\n peaks and an extended parameter-free local noise filter for k nearest\n neighbor. Knowledge-Based Systems, 184, 104895.\n\n Wu, D., Shang, M., Luo, X., Xu, J., Yan, H., Deng, W., & Wang, G. (2018).\n Self-training semi-supervised classification based on density peaks of\n data. Neurocomputing, 275, 180-191.\n \"\"\"\n\n def __init__(\n self,\n dc=None,\n distance_metric=\"euclidean\",\n k=3,\n gauss_cutoff=True,\n percent=2.0,\n density_threshold=None,\n distance_threshold=None,\n anormal=True,\n filtering=False,\n classifier=None,\n classifier_params=None,\n filter_method=None,\n ):\n \"\"\"Semi Supervised Algorithm based on Density Peaks.\"\"\"\n self.dc = dc\n self.distance_metric = distance_metric\n self.k = k\n self.gauss_cutoff = gauss_cutoff\n self.percent = percent\n self.density_threshold = density_threshold\n self.distance_threshold = distance_threshold\n self.anormal = anormal\n self.filtering = filtering\n if classifier is not None:\n if isinstance(classifier_params, dict):\n self.classifier = classifier(**classifier_params)\n else:\n self.classifier = classifier(\n else:\n self.classifier = None\n if filter_method is not None and filter_method != \"ENANE\":\n self.filter = filter_method()\n elif isinstance(filter_method, str) and filter_method == \"ENANE\":\n self.filter = filter_method\n else:\n self.filter = None\n\n self.y = None\n self.low = None\n self.u = None\n self.classifier_stdpnf = None\n self.order = None\n self.structure = None\n self.structure_stdnpf = None\n self.n_id = None\n self.distances = None\n self.max_dis = None\n self.min_dis = None\n self.rho = None\n self.delta = None\n self.nneigh = None\n self.data = None\n\n\n ... [21 more functiondefs truncated] ..."}, {"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 24\n \u2022 Unclosed '(' at line 63 - expected ')'\n\n Fixes:\n \u2022 Complete the expression on the last line\n \u2022 Add closing quote at line 24\n \u2022 Add closing ')' bracket"}]
| true
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syntax
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MISSING_BRACKETS
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MEDIUM
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13f5928fe05ccf64858c18af5eff2188153c32e0
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TheStack--python--000.parquet
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Review this Pythoncode:Python code: """ # Definition for a Node. """ class TreeNode(object): def __init__(self, val, children): self.val = val self.children = children class Solution(object): def levelOrder(self, root): """ :type root: Node :rtype: List[List[int]] """ if root is None: return [] from Queue import Queue que = Queue() que.put(root) ans, tmp, k = [], [], 1 while que.qsize() != 0: node = que.get() tmp.append(node.val) k -= 1 for child in node.children: que.put(child) if k == 0: k = que.qsize() ans.append(list(tmp)) tmp = [] return ans node2 = TreeNode(2, []) node3 = TreeNode(3, []) children = [node2, node3] node1 = TreeNode(1, children) solution = Solution() print(solution.levelOrder(node1))
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Code Review: ❌ Critical issues: Unterminated string literal at line 1 Block at line 6 has no indented body Block at line 13 has no indented body ⚠️ Code quality: Unexpected indentation at line 10 Unexpected indentation at line 17 Unexpected indentation at line 18 Unexpected indentation at line 19 Unexpected indentation at line 20 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 28 Unexpected indentation at line 29 Unexpected indentation at line 30 Unexpected indentation at line 32 Unexpected indentation at line 34 Unexpected indentation at line 35 ✨ Improvements: Add closing quote at line 1 Add docstring to class 'TreeNode' Add docstring to class 'Solution' Remove debug print() at line 44 before production
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advanced
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oop
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code_review
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Pythoncode:Python
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[{"role": "user", "content": "Review this Pythoncode:Python code:\n\"\"\"\n# Definition for a Node.\n\"\"\"\n\n\nclass TreeNode(object):\n\n def __init__(self, val, children):\n self.val = val\n self.children = children\n\n\nclass Solution(object):\n\n def levelOrder(self, root):\n \"\"\"\n :type root: Node\n :rtype: List[List[int]]\n \"\"\"\n if root is None:\n return []\n from Queue import Queue\n que = Queue()\n que.put(root)\n ans, tmp, k = [], [], 1\n while que.qsize() != 0:\n node = que.get()\n tmp.append(node.val)\n k -= 1\n for child in node.children:\n que.put(child)\n if k == 0:\n k = que.qsize()\n ans.append(list(tmp))\n tmp = []\n\n return ans\n\nnode2 = TreeNode(2, [])\nnode3 = TreeNode(3, [])\nchildren = [node2, node3]\nnode1 = TreeNode(1, children)\nsolution = Solution()\nprint(solution.levelOrder(node1))"}, {"role": "assistant", "content": " Code Review:\n\n\n\u274c Critical issues:\n Unterminated string literal at line 1\n Block at line 6 has no indented body\n Block at line 13 has no indented body\n\n\u26a0\ufe0f Code quality:\n Unexpected indentation at line 10\n Unexpected indentation at line 17\n Unexpected indentation at line 18\n Unexpected indentation at line 19\n Unexpected indentation at line 20\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 28\n Unexpected indentation at line 29\n Unexpected indentation at line 30\n Unexpected indentation at line 32\n Unexpected indentation at line 34\n Unexpected indentation at line 35\n\n\u2728 Improvements:\n Add closing quote at line 1\n Add docstring to class 'TreeNode'\n Add docstring to class 'Solution'\n Remove debug print() at line 44 before production"}]
| false
| null | null | null |
13f713d62e74a1cd787ec98b134812d16f5287ea
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TheStack--python--000.parquet
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Fix this broken Pythoncode:Python code: class WebSocket(object): """ Low level WebSocket interface. This class is based on The WebSocket protocol draft-hixie-thewebsocketprotocol-76 http://tools.ietf.org/html/draft-hixie-thewebsocketprotocol-76 We can connect to the websocket server and send/receive data. The following example is an echo client. >>> import websocket >>> ws = websocket.WebSocket() >>> ws.connect("ws://echo.websocket.org") >>> ws.send("Hello, Server") >>> ws.recv() 'Hello, Server' >>> ws.close() get_mask_key: a callable to produce new mask keys, see the set_mask_key function's docstring for more details sockopt: values for socket.setsockopt. sockopt must be tuple and each element is argument of sock.setsockopt. sslopt: dict object for ssl socket option. fire_cont_frame: fire recv event for each cont frame. default is False enable_multithread: if set to True, lock send method. skip_utf8_validation: skip utf8 validation. """ def __init__(self, get_mask_key=None, sockopt=None, sslopt=None, fire_cont_frame=False, enable_multithread=False, skip_utf8_validation=False, **options): """ Initialize WebSocket object. """ self.sock_opt = sock_opt(sockopt, sslopt) self.handshake_response = None self.sock = None self.connected = False self.get_mask_key = get_mask_key # These buffer over the build-up of a single frame. self.frame_buffer = frame_buffer(self._recv, skip_utf8_validation) self.cont_frame = continuous_fram Error: SyntaxError / EOF
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Fixed Code: class WebSocket(object): """ Low level WebSocket interface. This class is based on The WebSocket protocol draft-hixie-thewebsocketprotocol-76 http://tools.ietf.org/html/draft-hixie-thewebsocketprotocol-76 We can connect to the websocket server and send/receive data. The following example is an echo client. >>> import websocket >>> ws = websocket.WebSocket() >>> ws.connect("ws://echo.websocket.org") >>> ws.send("Hello, Server") >>> ws.recv() 'Hello, Server' >>> ws.close() get_mask_key: a callable to produce new mask keys, see the set_mask_key function's docstring for more details Explanation: Complete the truncated code structure
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advanced
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testing
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error_fixing
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Pythoncode:Python
| 7
| 1
| 1,634
| false
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[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\nclass WebSocket(object):\n \"\"\"\n Low level WebSocket interface.\n This class is based on\n The WebSocket protocol draft-hixie-thewebsocketprotocol-76\n http://tools.ietf.org/html/draft-hixie-thewebsocketprotocol-76\n\n We can connect to the websocket server and send/receive data.\n The following example is an echo client.\n\n >>> import websocket\n >>> ws = websocket.WebSocket()\n >>> ws.connect(\"ws://echo.websocket.org\")\n >>> ws.send(\"Hello, Server\")\n >>> ws.recv()\n 'Hello, Server'\n >>> ws.close()\n\n get_mask_key: a callable to produce new mask keys, see the set_mask_key\n function's docstring for more details\n sockopt: values for socket.setsockopt.\n sockopt must be tuple and each element is argument of sock.setsockopt.\n sslopt: dict object for ssl socket option.\n fire_cont_frame: fire recv event for each cont frame. default is False\n enable_multithread: if set to True, lock send method.\n skip_utf8_validation: skip utf8 validation.\n \"\"\"\n\n def __init__(self, get_mask_key=None, sockopt=None, sslopt=None,\n fire_cont_frame=False, enable_multithread=False,\n skip_utf8_validation=False, **options):\n \"\"\"\n Initialize WebSocket object.\n \"\"\"\n self.sock_opt = sock_opt(sockopt, sslopt)\n self.handshake_response = None\n self.sock = None\n\n self.connected = False\n self.get_mask_key = get_mask_key\n # These buffer over the build-up of a single frame.\n self.frame_buffer = frame_buffer(self._recv, skip_utf8_validation)\n self.cont_frame = continuous_fram\n\n Error: SyntaxError / EOF"}, {"role": "assistant", "content": " Fixed Code:\n\n\nclass WebSocket(object):\n \"\"\"\n Low level WebSocket interface.\n This class is based on\n The WebSocket protocol draft-hixie-thewebsocketprotocol-76\n http://tools.ietf.org/html/draft-hixie-thewebsocketprotocol-76\n\n We can connect to the websocket server and send/receive data.\n The following example is an echo client.\n\n >>> import websocket\n >>> ws = websocket.WebSocket()\n >>> ws.connect(\"ws://echo.websocket.org\")\n >>> ws.send(\"Hello, Server\")\n >>> ws.recv()\n 'Hello, Server'\n >>> ws.close()\n\n get_mask_key: a callable to produce new mask keys, see the set_mask_key\n function's docstring for more details\n\n Explanation: Complete the truncated code structure"}]
| true
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syntax
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HARD_CUT
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CRITICAL
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13f7593938a4204f0e27844ca0c493ca0b47ec5f
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TheStack--python--000.parquet
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Debug this Pythoncode:Python code: from django.db import models from vaccine_card.vaccination.models import Vaccine class State(models.Model): name = models.CharField(max_length=20, verbose_name='Nome') class Meta: verbose_name = 'Unidade Federativa' def __str__(self): return self.name class City(models.Model): name = models.CharField(max_length=50, verbose_name='Nome') state = models.ForeignKey(State, on_delete=models.CASCADE, verbose_name=State._meta.verbose_name) class Meta: verbose_name = 'Município' def __str__(self): return self.name class Address(models.Model): logradouro = models.CharField(max_length=150, verbose_name='Logradouro') numero = models.CharField(max_length=4, verbose_name='Número') complemento = models.CharField(max_length=50, null=True, blank=True, verbose_name='Complemento') bairro = models.CharField(max_length=150, verbose_name='Bairro') cep = models.CharField(max_length=8, verbose_name='CEP') # state = models.ForeignKey(State, on_delete=models.CASCADE, verbose_name=State._meta.verbose_name) city = models.ForeignKey(City, on_delete=models.CASCADE, verbose_name=City._meta.verbose_name) class Meta: verbose_name = 'Endereço' class HealthCenter(models.Model): cnes = models.CharField(max_length=7, verbose_name='CNES') cnpj = models.CharField(max_length=14, verbose_name='CNPJ') name = models.CharField(max_length=255, verbose_name='Razão Social') created_at = models.DateTimeField(auto_now_add=True, auto_now=False, verbose_name='Criado em:') updated_at = models.DateTimeField(auto_now_add=False, auto_now=True, verbose_name='Atualizado em:') address = models.ManyToManyField(Address, verbose_name=Address._meta.verbose_name) class Meta: verbose_name = 'Estabelecimento de Saúde' verbose_name_plural = 'Estabelecimentos de Saúde' def __str__(self): return self.name class Stock(models.Model): lot = models.PositiveSmallIntegerField(verbose_name='Lote') created_at = models.DateTimeField(auto_now_add=True, auto_now=False, verbose_name='Criado em:') updated_at = models.DateTimeField(auto_now_add=False, auto_now=True, verbose_name='Atualizado em:') health_center = models.ForeignKey(HealthCenter, on_delete=models.CASCADE, verbose_name=HealthCenter._meta.verbose_name) vaccines = models.ManyToManyField(Vaccine, through='VaccineStock', verbose_name=Vaccine._meta.verbose_name) class Meta: verbose_name = 'Estoque' ... [3 more classdefs truncated] ...
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Code analysis results: 🔴 Errors found: Code truncated in middle of expression - unexpected EOF Invalid syntax at line 75: ... [3 more classdefs truncated] ... ⚠️ Warnings: Unexpected indentation at line 18 Unexpected indentation at line 29 Unexpected indentation at line 30 Unexpected indentation at line 31 💡 Suggestions: Complete the expression on the last line Review syntax near the error location
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advanced
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machine_learning
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debugging
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Pythoncode:Python
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[{"role": "user", "content": "Debug this Pythoncode:Python code:\nfrom django.db import models\n\nfrom vaccine_card.vaccination.models import Vaccine\n\n\nclass State(models.Model):\n name = models.CharField(max_length=20, verbose_name='Nome')\n\n class Meta:\n verbose_name = 'Unidade Federativa'\n\n def __str__(self):\n return self.name\n\n\nclass City(models.Model):\n name = models.CharField(max_length=50, verbose_name='Nome')\n state = models.ForeignKey(State, on_delete=models.CASCADE, verbose_name=State._meta.verbose_name)\n\n class Meta:\n verbose_name = 'Munic\u00edpio'\n\n def __str__(self):\n return self.name\n\n\nclass Address(models.Model):\n logradouro = models.CharField(max_length=150, verbose_name='Logradouro')\n numero = models.CharField(max_length=4, verbose_name='N\u00famero')\n complemento = models.CharField(max_length=50, null=True, blank=True, verbose_name='Complemento')\n bairro = models.CharField(max_length=150, verbose_name='Bairro')\n cep = models.CharField(max_length=8, verbose_name='CEP')\n\n # state = models.ForeignKey(State, on_delete=models.CASCADE, verbose_name=State._meta.verbose_name)\n city = models.ForeignKey(City, on_delete=models.CASCADE, verbose_name=City._meta.verbose_name)\n\n class Meta:\n verbose_name = 'Endere\u00e7o'\n\n\nclass HealthCenter(models.Model):\n cnes = models.CharField(max_length=7, verbose_name='CNES')\n cnpj = models.CharField(max_length=14, verbose_name='CNPJ')\n name = models.CharField(max_length=255, verbose_name='Raz\u00e3o Social')\n\n created_at = models.DateTimeField(auto_now_add=True, auto_now=False, verbose_name='Criado em:')\n updated_at = models.DateTimeField(auto_now_add=False, auto_now=True, verbose_name='Atualizado em:')\n\n address = models.ManyToManyField(Address, verbose_name=Address._meta.verbose_name)\n\n class Meta:\n verbose_name = 'Estabelecimento de Sa\u00fade'\n verbose_name_plural = 'Estabelecimentos de Sa\u00fade'\n\n def __str__(self):\n return self.name\n\n\nclass Stock(models.Model):\n lot = models.PositiveSmallIntegerField(verbose_name='Lote')\n\n created_at = models.DateTimeField(auto_now_add=True, auto_now=False, verbose_name='Criado em:')\n updated_at = models.DateTimeField(auto_now_add=False, auto_now=True, verbose_name='Atualizado em:')\n\n health_center = models.ForeignKey(HealthCenter, on_delete=models.CASCADE,\n verbose_name=HealthCenter._meta.verbose_name)\n\n vaccines = models.ManyToManyField(Vaccine, through='VaccineStock', verbose_name=Vaccine._meta.verbose_name)\n\n class Meta:\n verbose_name = 'Estoque'\n\n\n\n ... [3 more classdefs 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 75: ... [3 more classdefs truncated] ...\n\n\n\u26a0\ufe0f Warnings:\n Unexpected indentation at line 18\n Unexpected indentation at line 29\n Unexpected indentation at line 30\n Unexpected indentation at line 31\n\n\ud83d\udca1 Suggestions:\n Complete the expression on the last line\n Review syntax near the error location"}]
| false
| null | null | null |
13f7ddb9a41846fb5799958db3fabf2ed4eeb64a
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TheStack--python--000.parquet
|
Review this Pythoncode:Python code: # Licensed to the Apache Software Foundation (ASF) under one or more # contributor license agreements. See the NOTICE file distributed with # this work for additional information regarding copyright ownership. # libcloud.org licenses this file to You 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. # Copyright 2009 RedRata Ltd from libcloud.drivers.rimuhosting import RimuHostingNodeDriver from test import MockHttp from test import MockHttp, TestCaseMixin import unittest import httplib class RimuHostingTest(unittest.TestCase, TestCaseMixin): def setUp(self): RimuHostingNodeDriver.connectionCls.conn_classes = (None, RimuHostingMockHttp) self.driver = RimuHostingNodeDriver('foo') def test_list_nodes(self): nodes = self.driver.list_nodes() self.assertEqual(len(nodes),1) node = nodes[0] self.assertEqual(node.public_ip[0], "1.2.3.4") self.assertEqual(node.public_ip[1], "1.2.3.5") self.assertEqual(node.extra['order_oid'], 88833465) self.assertEqual(node.id, "order-88833465-api-ivan-net-nz") def test_list_sizes(self): sizes = self.driver.list_sizes() self.assertEqual(len(sizes),1) size = sizes[0] self.assertEqual(size.ram,950) self.assertEqual(size.disk,20) self.assertEqual(size.bandwidth,75) self.assertEqual(size.price,32.54) def test_list_images(self): images = self.driver.list_images() self.assertEqual(len(images),6) image = images[0] self.assertEqual(image.name,"Debian 5.0 (aka Lenny, RimuHosting"\ " recommended distro)") self.assertEqual(image.id, "lenny") def test_reboot_node(self): # Raises exception on failure node = self.driver.list_nodes()[0] self.driver.reboot_node(node) def test_destroy_node(self): # Raises exception on failure node = self.driver.list_nodes()[0] self.driver.destroy_node(node) def test_create_node(self): # Raises exception on failure size = self.driver.list_sizes()[0] image = self.driver.list_images()[0] self.driver.create_node(name="api.ivan.net.nz", image=image, size=size) class RimuHostingMockHttp(MockHttp): ... [6 more functiondefs truncated] ...
|
Code Review: ❌ Critical issues: Code truncated in middle of expression - unexpected EOF Block at line 72 has no indented body IndentationError at line 74 ⚠️ Code quality: Unexpected indentation at line 27 Unexpected indentation at line 28 Unexpected indentation at line 32 Unexpected indentation at line 33 Unexpected indentation at line 34 Unexpected indentation at line 35 Unexpected indentation at line 36 Unexpected indentation at line 37 Unexpected indentation at line 41 Unexpected indentation at line 42 Unexpected indentation at line 43 Unexpected indentation at line 44 Unexpected indentation at line 45 Unexpected indentation at line 46 Unexpected indentation at line 50 Unexpected indentation at line 51 Unexpected indentation at line 52 Unexpected indentation at line 53 Unexpected indentation at line 54 Unexpected indentation at line 58 Unexpected indentation at line 59 Unexpected indentation at line 63 Unexpected indentation at line 64 Unexpected indentation at line 65 Unexpected indentation at line 68 Unexpected indentation at line 69 Unexpected indentation at line 70 ✨ Improvements: Complete the expression on the last line Fix indentation to match Python syntax rules
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advanced
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testing
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code_review
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Pythoncode:Python
| 7
| 2
| 2,873
| true
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[{"role": "user", "content": "Review this Pythoncode:Python code:\n# Licensed to the Apache Software Foundation (ASF) under one or more\n# contributor license agreements. See the NOTICE file distributed with\n# this work for additional information regarding copyright ownership.\n# libcloud.org licenses this file to You under the Apache License, Version 2.0\n# (the \"License\"); 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, 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# Copyright 2009 RedRata Ltd\n\nfrom libcloud.drivers.rimuhosting import RimuHostingNodeDriver\nfrom test import MockHttp\nfrom test import MockHttp, TestCaseMixin\n\nimport unittest\nimport httplib\n\nclass RimuHostingTest(unittest.TestCase, TestCaseMixin):\n def setUp(self):\n RimuHostingNodeDriver.connectionCls.conn_classes = (None,\n RimuHostingMockHttp)\n self.driver = RimuHostingNodeDriver('foo')\n\n def test_list_nodes(self):\n nodes = self.driver.list_nodes()\n self.assertEqual(len(nodes),1)\n node = nodes[0]\n self.assertEqual(node.public_ip[0], \"1.2.3.4\")\n self.assertEqual(node.public_ip[1], \"1.2.3.5\")\n self.assertEqual(node.extra['order_oid'], 88833465)\n self.assertEqual(node.id, \"order-88833465-api-ivan-net-nz\")\n\n def test_list_sizes(self):\n sizes = self.driver.list_sizes()\n self.assertEqual(len(sizes),1)\n size = sizes[0]\n self.assertEqual(size.ram,950)\n self.assertEqual(size.disk,20)\n self.assertEqual(size.bandwidth,75)\n self.assertEqual(size.price,32.54)\n\n def test_list_images(self):\n images = self.driver.list_images()\n self.assertEqual(len(images),6)\n image = images[0]\n self.assertEqual(image.name,\"Debian 5.0 (aka Lenny, RimuHosting\"\\\n \" recommended distro)\")\n self.assertEqual(image.id, \"lenny\")\n\n def test_reboot_node(self):\n # Raises exception on failure\n node = self.driver.list_nodes()[0]\n self.driver.reboot_node(node)\n\n def test_destroy_node(self):\n # Raises exception on failure\n node = self.driver.list_nodes()[0]\n self.driver.destroy_node(node)\n \n def test_create_node(self):\n # Raises exception on failure\n size = self.driver.list_sizes()[0]\n image = self.driver.list_images()[0]\n self.driver.create_node(name=\"api.ivan.net.nz\", image=image, size=size)\n\nclass RimuHostingMockHttp(MockHttp):\n\n ... [6 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 72 has no indented body\n IndentationError at line 74\n\n\u26a0\ufe0f Code quality:\n Unexpected indentation at line 27\n Unexpected indentation at line 28\n Unexpected indentation at line 32\n Unexpected indentation at line 33\n Unexpected indentation at line 34\n Unexpected indentation at line 35\n Unexpected indentation at line 36\n Unexpected indentation at line 37\n Unexpected indentation at line 41\n Unexpected indentation at line 42\n Unexpected indentation at line 43\n Unexpected indentation at line 44\n Unexpected indentation at line 45\n Unexpected indentation at line 46\n Unexpected indentation at line 50\n Unexpected indentation at line 51\n Unexpected indentation at line 52\n Unexpected indentation at line 53\n Unexpected indentation at line 54\n Unexpected indentation at line 58\n Unexpected indentation at line 59\n Unexpected indentation at line 63\n Unexpected indentation at line 64\n Unexpected indentation at line 65\n Unexpected indentation at line 68\n Unexpected indentation at line 69\n Unexpected indentation at line 70\n\n\u2728 Improvements:\n Complete the expression on the last line\n Fix indentation to match Python syntax rules"}]
| false
| null | null | null |
13f954a55ebaa879400311cfe5c32a3993b29137
|
TheStack--python--000.parquet
|
Review this Pythoncode:Python code: from typing import Tuple from hypothesis import given from gon.base import (Point, Polygon) from tests.utils import (equivalence, implication) from . import strategies @given(strategies.polygons) def test_vertices(polygon: Polygon) -> None: assert all(vertex in polygon for vertex in polygon.border.vertices) assert all(vertex in polygon for hole in polygon.holes for vertex in hole.vertices) @given(strategies.polygons_with_points) def test_convex_hull(polygon_with_point: Tuple[Polygon, Point]) -> None: polygon, point = polygon_with_point assert implication(point in polygon, point in polygon.convex_hull) @given(strategies.polygons_with_points) def test_indexing(polygon_with_point: Tuple[Polygon, Point]) -> None: polygon, point = polygon_with_point before_indexing = point in polygon polygon.index() after_indexing = point in polygon assert equivalence(before_indexing, after_indexing)
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Code Review: ⚠️ Code quality: Unexpected indentation at line 6 Unexpected indentation at line 8 Unexpected indentation at line 15 Unexpected indentation at line 16 Unexpected indentation at line 17 Unexpected indentation at line 18 ✨ Improvements: Add docstring to function 'test_indexing'
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intermediate
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testing
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code_review
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Pythoncode:Python
| 3
| 0
| 1,033
| true
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[{"role": "user", "content": "Review this Pythoncode:Python code:\nfrom typing import Tuple\n\nfrom hypothesis import given\n\nfrom gon.base import (Point,\n Polygon)\nfrom tests.utils import (equivalence,\n implication)\nfrom . import strategies\n\n\n@given(strategies.polygons)\ndef test_vertices(polygon: Polygon) -> None:\n assert all(vertex in polygon\n for vertex in polygon.border.vertices)\n assert all(vertex in polygon\n for hole in polygon.holes\n for vertex in hole.vertices)\n\n\n@given(strategies.polygons_with_points)\ndef test_convex_hull(polygon_with_point: Tuple[Polygon, Point]) -> None:\n polygon, point = polygon_with_point\n\n assert implication(point in polygon, point in polygon.convex_hull)\n\n\n@given(strategies.polygons_with_points)\ndef test_indexing(polygon_with_point: Tuple[Polygon, Point]) -> None:\n polygon, point = polygon_with_point\n\n before_indexing = point in polygon\n\n polygon.index()\n\n after_indexing = point in polygon\n\n assert equivalence(before_indexing, after_indexing)"}, {"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 15\n Unexpected indentation at line 16\n Unexpected indentation at line 17\n Unexpected indentation at line 18\n\n\u2728 Improvements:\n Add docstring to function 'test_indexing'"}]
| false
| null | null | null |
13f9663c3671ee791e1374fc1c550b7438edff48
|
TheStack--python--000.parquet
|
Review this Pythoncode:Python code: import os import numpy as np import pytest import easyidp from easyidp.core.objects import ReconsProject, Points from easyidp.io import metashape def test_init_reconsproject(): attempt1 = ReconsProject("agisoft") assert attempt1.software == "metashape" attempt2 = ReconsProject("Metashape") assert attempt2.software == "metashape" with pytest.raises(LookupError): attempt3 = ReconsProject("not_supported_sfm") def test_local2world2local(): attempt1 = ReconsProject("agisoft") attempt1.transform.matrix = np.asarray([[-0.86573098, -0.01489186, 0.08977677, 7.65034123], [0.06972335, 0.44334391, 0.74589315, 1.85910928], [-0.05848325, 0.74899678, -0.43972184, -0.1835615], [0., 0., 0., 1.]], dtype=np.float) w_pos = Points([0.5, 1, 1.5]) l_pos = Points([7.960064093299587, 1.3019528769064523, -2.6697181763370965]) w_pos_ans = Points([0.4999999999999978, 0.9999999999999993, 1.5]) world_pos = attempt1.local2world(l_pos) np.testing.assert_array_almost_equal(w_pos_ans.values, world_pos.values, decimal=6) local_pos = attempt1.world2local(w_pos) np.testing.assert_array_almost_equal(l_pos.values, local_pos.values, decimal=6) ... [2 more functiondefs truncated] ...
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Code Review: ❌ Critical issues: Code truncated in middle of expression - unexpected EOF Invalid syntax at line 38: ... [2 more functiondefs truncated] ... ⚠️ Code quality: Unexpected indentation at line 11 Unexpected indentation at line 14 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 34 ✨ Improvements: Complete the expression on the last line Review syntax near the error location
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intermediate
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testing
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code_review
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Pythoncode:Python
| 2
| 0
| 1,375
| true
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[{"role": "user", "content": "Review this Pythoncode:Python code:\nimport os\n\nimport numpy as np\nimport pytest\nimport easyidp\nfrom easyidp.core.objects import ReconsProject, Points\nfrom easyidp.io import metashape\n\ndef test_init_reconsproject():\n attempt1 = ReconsProject(\"agisoft\")\n assert attempt1.software == \"metashape\"\n\n attempt2 = ReconsProject(\"Metashape\")\n assert attempt2.software == \"metashape\"\n\n with pytest.raises(LookupError):\n attempt3 = ReconsProject(\"not_supported_sfm\")\n\n\ndef test_local2world2local():\n attempt1 = ReconsProject(\"agisoft\")\n attempt1.transform.matrix = np.asarray([[-0.86573098, -0.01489186, 0.08977677, 7.65034123],\n [0.06972335, 0.44334391, 0.74589315, 1.85910928],\n [-0.05848325, 0.74899678, -0.43972184, -0.1835615],\n [0., 0., 0., 1.]], dtype=np.float)\n w_pos = Points([0.5, 1, 1.5])\n l_pos = Points([7.960064093299587, 1.3019528769064523, -2.6697181763370965])\n w_pos_ans = Points([0.4999999999999978, 0.9999999999999993, 1.5])\n\n world_pos = attempt1.local2world(l_pos)\n np.testing.assert_array_almost_equal(w_pos_ans.values, world_pos.values, decimal=6)\n\n local_pos = attempt1.world2local(w_pos)\n np.testing.assert_array_almost_equal(l_pos.values, local_pos.values, decimal=6)\n\n\n\n ... [2 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Code Review:\n\n\n\u274c Critical issues:\n Code truncated in middle of expression - unexpected EOF\n Invalid syntax at line 38: ... [2 more functiondefs truncated] ...\n\n\n\u26a0\ufe0f Code quality:\n Unexpected indentation at line 11\n Unexpected indentation at line 14\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 34\n\n\u2728 Improvements:\n Complete the expression on the last line\n Review syntax near the error location"}]
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b913259774170b0ae117752589cf379fac40286c
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TheStack--python--000.parquet
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Fill in the in this Pythoncode:Python code: """Constant values.""" STATUS_SUCCESS = (0,) STATUS_AUTH_FAILED = (100, 101, 102, 200, 401) STATUS_INVALID_PARAMS = ( 201, 202, 203, 204, 205, 206, 207, 208, 209, 210, 211, 212, 213, 216, 217, 218, 220, 221, 223, 225, 227, 228, 229, 230, 234, 235, 236, 238, 240, 241, 242, 243, 244, 245, 246, 247, 248, 249, 250, 251, 252, 254, 260, 261, 262, 263, 264, 265, 266, 267, 271, 272, 275, 276, 283, 284, 285, 286, 287, 288, 290, 293, 294, 295, 297, 300, 301, 302, 303, 304, 321, 323, 324, 325, 326, 327, 328, 329, 330, 331, 332, 333, 334, 335, 336, 337, 338, 339, 340, 341, 342, 343, 344, 345, 346, 347, 348, # Complete this line 350, 351, 352, 353, 380, 381, 382, 400, 501, 502, 503, 504, 505, 506, 509, 510, 511, 523, 532, 3017, 3018, 3019, ) STATUS_UNAUTHORIZED = (214, 277, 2553, 2554, 2555) STATUS_ERROR_OCCURRED = ( 215, 219, 222, 224, 226, 231, 233, 237, 253, 255, 256, 257, 258, 259, 268, 269, 270, 273, 274, 278, 279, 280, 281, 282, 289, 291, 292, 296, 298, 305, 306, 308, 309, 310, 311, 312, 313, 314, 315, 316, 317, 318, 319, 320, 322, 370, 371, 372, 373, 374, 375, 383, 391, 402, 516, 517, 518, 519, 520, 521, 525, 526, 527, 528, 529, 530, 531, 533, 602, 700, 1051, 1052, 1053, 1054, 2551, 2552, 2556, 2557, 2558, 2559, 3000, 3001, 3002, 3003, 3004, 3005, 3006, 3007, 3008, 3009, 3010, 3011, 3012, 3013, 3014, 3015, 3016, 3020, 3021, 3022, 3023, 3024, 5000, 5001, 5005, 5006, 6000, 6010, 6011, 9000, 10000, ) STATUS_TIMEOUT = (522,) STATUS_BAD_STATE = (524,) STATUS_TOO_MANY_REQUESTS = (601,)
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The missing line is: 349,
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intermediate
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api
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fill_in_the_blank
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Pythoncode:Python
| 0
| 0
| 2,413
| false
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[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\n\"\"\"Constant values.\"\"\"\n\nSTATUS_SUCCESS = (0,)\n\nSTATUS_AUTH_FAILED = (100, 101, 102, 200, 401)\n\nSTATUS_INVALID_PARAMS = (\n 201,\n 202,\n 203,\n 204,\n 205,\n 206,\n 207,\n 208,\n 209,\n 210,\n 211,\n 212,\n 213,\n 216,\n 217,\n 218,\n 220,\n 221,\n 223,\n 225,\n 227,\n 228,\n 229,\n 230,\n 234,\n 235,\n 236,\n 238,\n 240,\n 241,\n 242,\n 243,\n 244,\n 245,\n 246,\n 247,\n 248,\n 249,\n 250,\n 251,\n 252,\n 254,\n 260,\n 261,\n 262,\n 263,\n 264,\n 265,\n 266,\n 267,\n 271,\n 272,\n 275,\n 276,\n 283,\n 284,\n 285,\n 286,\n 287,\n 288,\n 290,\n 293,\n 294,\n 295,\n 297,\n 300,\n 301,\n 302,\n 303,\n 304,\n 321,\n 323,\n 324,\n 325,\n 326,\n 327,\n 328,\n 329,\n 330,\n 331,\n 332,\n 333,\n 334,\n 335,\n 336,\n 337,\n 338,\n 339,\n 340,\n 341,\n 342,\n 343,\n 344,\n 345,\n 346,\n 347,\n 348,\n # Complete this line\n 350,\n 351,\n 352,\n 353,\n 380,\n 381,\n 382,\n 400,\n 501,\n 502,\n 503,\n 504,\n 505,\n 506,\n 509,\n 510,\n 511,\n 523,\n 532,\n 3017,\n 3018,\n 3019,\n)\n\nSTATUS_UNAUTHORIZED = (214, 277, 2553, 2554, 2555)\n\nSTATUS_ERROR_OCCURRED = (\n 215,\n 219,\n 222,\n 224,\n 226,\n 231,\n 233,\n 237,\n 253,\n 255,\n 256,\n 257,\n 258,\n 259,\n 268,\n 269,\n 270,\n 273,\n 274,\n 278,\n 279,\n 280,\n 281,\n 282,\n 289,\n 291,\n 292,\n 296,\n 298,\n 305,\n 306,\n 308,\n 309,\n 310,\n 311,\n 312,\n 313,\n 314,\n 315,\n 316,\n 317,\n 318,\n 319,\n 320,\n 322,\n 370,\n 371,\n 372,\n 373,\n 374,\n 375,\n 383,\n 391,\n 402,\n 516,\n 517,\n 518,\n 519,\n 520,\n 521,\n 525,\n 526,\n 527,\n 528,\n 529,\n 530,\n 531,\n 533,\n 602,\n 700,\n 1051,\n 1052,\n 1053,\n 1054,\n 2551,\n 2552,\n 2556,\n 2557,\n 2558,\n 2559,\n 3000,\n 3001,\n 3002,\n 3003,\n 3004,\n 3005,\n 3006,\n 3007,\n 3008,\n 3009,\n 3010,\n 3011,\n 3012,\n 3013,\n 3014,\n 3015,\n 3016,\n 3020,\n 3021,\n 3022,\n 3023,\n 3024,\n 5000,\n 5001,\n 5005,\n 5006,\n 6000,\n 6010,\n 6011,\n 9000,\n 10000,\n)\n\nSTATUS_TIMEOUT = (522,)\nSTATUS_BAD_STATE = (524,)\nSTATUS_TOO_MANY_REQUESTS = (601,)"}, {"role": "assistant", "content": "The missing line is:\n 349,"}]
| false
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b9139bb412d2bf193e04d2282744a0d621a61a94
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TheStack--python--000.parquet
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Fill in the in this Pythoncode:Python code: #!/usr/bin/env python from kivy.app import App from kivy.uix.floatlayout import FloatLayout from kivy.uix.slider import Slider from kivy.graphics import Color, Bezier, Line class BezierTest(FloatLayout): def __init__(self, points=[], loop=False, *args, **kwargs): super(BezierTest, self).__init__(*args, **kwargs) self.d = 10 self.points = points self.loop = loop self.current_point = None with self.canvas: Color(1.0, 0.0, 0.0) self.bezier = Bezier( points=self.points, segments=150, loop=self.loop, dash_length=100, dash_offset=10) Color(1.0, 0.0, 1.0) self.line = Line( points=self.points+self.points[:2], dash_offset=10, dash_length=100) s = Slider(y=0, pos_hint={'x': .3}, size_hint=(.7, None), height=50) s.bind(value=self._set_bezier_dash_offset) self.add_widget(s) s = Slider(y=50, pos_hint={'x': .3}, size_hint=(.7, None), height=50) s.bind(value=self._set_line_dash_offset) self.add_widget(s) def _set_bezier_dash_offset(self, instance, value): # effect to reduce length while increase offset self.bezier.dash_length = 100 - value self.bezier.dash_offset = value def _set_line_dash_offset(self, instance, value): # effect to reduce length while increase offset self.line.dash_length = 100 - value self.line.dash_offset = value # Complete this line def on_touch_down(self, touch): if self.collide_point(touch.pos[0], touch.pos[1]): for i, p in enumerate(list(zip(self.points[::2], self.points[1::2]))): if ( abs(touch.pos[0] - self.pos[0] - p[0]) < self.d and abs(touch.pos[1] - self.pos[1] - p[1]) < self.d): self.current_point = i + 1 return True return super(BezierTest, self).on_touch_down(touch) def on_touch_up(self, touch): if self.collide_point(touch.pos[0], touch.pos[1]): if self.current_point: self.current_point = None return True return super(BezierTest, self).on_touch_up(touch) def on_touch_move(self, touch): if self.collide_point(touch.pos[0], touch.pos[1]): c = self.current_point if c: self.points[(c - 1) * 2] = touch.pos[0] - self.pos[0] self.points[(c - 1) * 2 + 1] = touch.pos[1] - self.pos[1] self.bezier.points = self.points self.line.points = self.points + self.points[:2] return True return super(BezierTest, self).on_touch_move(touch) class Main(App): ... [1 more functiondefs truncated] ...
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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
| 6
| 2
| 2,931
| true
|
[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\n#!/usr/bin/env python\nfrom kivy.app import App\nfrom kivy.uix.floatlayout import FloatLayout\nfrom kivy.uix.slider import Slider\nfrom kivy.graphics import Color, Bezier, Line\n\n\nclass BezierTest(FloatLayout):\n\n def __init__(self, points=[], loop=False, *args, **kwargs):\n super(BezierTest, self).__init__(*args, **kwargs)\n self.d = 10\n self.points = points\n self.loop = loop\n self.current_point = None\n\n with self.canvas:\n Color(1.0, 0.0, 0.0)\n\n self.bezier = Bezier(\n points=self.points,\n segments=150,\n loop=self.loop,\n dash_length=100,\n dash_offset=10)\n\n Color(1.0, 0.0, 1.0)\n self.line = Line(\n points=self.points+self.points[:2],\n dash_offset=10,\n dash_length=100)\n\n s = Slider(y=0, pos_hint={'x': .3}, size_hint=(.7, None), height=50)\n s.bind(value=self._set_bezier_dash_offset)\n self.add_widget(s)\n\n s = Slider(y=50, pos_hint={'x': .3}, size_hint=(.7, None), height=50)\n s.bind(value=self._set_line_dash_offset)\n self.add_widget(s)\n\n def _set_bezier_dash_offset(self, instance, value):\n # effect to reduce length while increase offset\n self.bezier.dash_length = 100 - value\n self.bezier.dash_offset = value\n\n def _set_line_dash_offset(self, instance, value):\n # effect to reduce length while increase offset\n self.line.dash_length = 100 - value\n self.line.dash_offset = value\n # Complete this line\n def on_touch_down(self, touch):\n if self.collide_point(touch.pos[0], touch.pos[1]):\n for i, p in enumerate(list(zip(self.points[::2], self.points[1::2]))):\n if (\n abs(touch.pos[0] - self.pos[0] - p[0]) < self.d and\n abs(touch.pos[1] - self.pos[1] - p[1]) < self.d):\n self.current_point = i + 1\n return True\n return super(BezierTest, self).on_touch_down(touch)\n\n def on_touch_up(self, touch):\n if self.collide_point(touch.pos[0], touch.pos[1]):\n if self.current_point:\n self.current_point = None\n return True\n return super(BezierTest, self).on_touch_up(touch)\n\n def on_touch_move(self, touch):\n if self.collide_point(touch.pos[0], touch.pos[1]):\n c = self.current_point\n if c:\n self.points[(c - 1) * 2] = touch.pos[0] - self.pos[0]\n self.points[(c - 1) * 2 + 1] = touch.pos[1] - self.pos[1]\n self.bezier.points = self.points\n self.line.points = self.points + self.points[:2]\n return True\n return super(BezierTest, self).on_touch_move(touch)\n\n\nclass Main(App):\n\n\n ... [1 more functiondefs truncated] ..."}, {"role": "assistant", "content": "The missing line is:"}]
| false
| null | null | null |
b9141fcf42d65abf107a484255f641db4d6e639b
|
TheStack--python--000.parquet
|
Complete this Pythoncode:Python code: #coding:utf-8 # # id: bugs.core_6489 # title: User without ALTER ANY ROLE privilege can use COMMENT ON ROLE # decription: # Test creates two users: one of them has no any rights, second is granted with 'alter any role' privilege. # First user ('junior') must not have ability to add comment to rdb$admin role, but second ('senior') must # be able to set comment to any string and make it null. # # Confirmed bug on 4.0.0.2384, 3.0.8.33425 # Checked on: 4.0.0.2387, 3.0.8.33426 -- all OK. # # NOTE: # phrase '-Effective user is ...' presents only in FB 4.x and is suppressed here. # # tracker_id: CORE-6489 # min_versions: ['3.0.8'] # versions: 3.0.8 # qmid: None import pytest from firebird.qa import db_factory, isql_act, Action # version: 3.0.8 # resources: None substitutions_1 = [('ROLE_DESCR_BLOB_ID .*', ''), ('[\t ]+', ' '), ('(-)?Effective user is.*', '')] init_script_1 = """""" db_1 = db_factory(sql_dialect=3, init=init_script_1) test_script_1 = """ create or alter user tmp$c6489_junior password '123' using plugin Srp; create or alter user tmp$c6489_senior password '456' using plugin Srp; commit; grant alter any role to user tmp$c6489_senior; commit; connect '$(DSN)' user tmp$c6489_junior password '123'; comment on role rdb$admin is 'Comment by tmp$c6489_junior'; commit; connect '$(DSN)' user tmp$c6489_senior password '456'; comment on role rdb$admin is 'Comment by tmp$c6489_senior'; commit; set list on; select r.rdb$description as role_descr_blob_id from rdb$roles r where r.rdb$role_name = upper('rdb$admin');
|
commit; comment on role rdb$admin is null; commit; connect '$(DSN)' user 'SYSDBA' password 'masterkey'; drop user tmp$c6489_junior using plugin Srp; drop user tmp$c6489_senior using plugin Srp; commit; """ act_1 = isql_act('db_1', test_script_1, substitutions=substitutions_1) expected_stdout_1 = """ Comment by tmp$c6489_senior """ expected_stderr_1 = """ Statement failed, SQLSTATE = 28000 unsuccessful metadata update -COMMENT ON RDB$ADMIN failed -no permission for ALTER access to ROLE RDB$ADMIN -Effective user is TMP$C6489_JUNIOR """ @pytest.mark.version('>=3.0.8') def test_1(act_1: Action): act_1.expected_stdout = expected_stdout_1 act_1.expected_stderr = expected_stderr_1 act_1.execute() assert act_1.clean_expected_stderr == act_1.clean_stderr assert act_1.clean_expected_stdout == act_1.clean_stdout
|
intermediate
|
testing
|
code_completion
|
Pythoncode:Python
| 1
| 0
| 2,698
| true
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\n#coding:utf-8\n#\n# id: bugs.core_6489\n# title: User without ALTER ANY ROLE privilege can use COMMENT ON ROLE\n# decription: \n# Test creates two users: one of them has no any rights, second is granted with 'alter any role' privilege.\n# First user ('junior') must not have ability to add comment to rdb$admin role, but second ('senior') must\n# be able to set comment to any string and make it null.\n# \n# Confirmed bug on 4.0.0.2384, 3.0.8.33425\n# Checked on: 4.0.0.2387, 3.0.8.33426 -- all OK.\n# \n# NOTE:\n# phrase '-Effective user is ...' presents only in FB 4.x and is suppressed here.\n# \n# tracker_id: CORE-6489\n# min_versions: ['3.0.8']\n# versions: 3.0.8\n# qmid: None\n\nimport pytest\nfrom firebird.qa import db_factory, isql_act, Action\n\n# version: 3.0.8\n# resources: None\n\nsubstitutions_1 = [('ROLE_DESCR_BLOB_ID .*', ''), ('[\\t ]+', ' '), ('(-)?Effective user is.*', '')]\n\ninit_script_1 = \"\"\"\"\"\"\n\ndb_1 = db_factory(sql_dialect=3, init=init_script_1)\n\ntest_script_1 = \"\"\"\n create or alter user tmp$c6489_junior password '123' using plugin Srp;\n create or alter user tmp$c6489_senior password '456' using plugin Srp;\n commit;\n grant alter any role to user tmp$c6489_senior;\n commit;\n\n connect '$(DSN)' user tmp$c6489_junior password '123';\n comment on role rdb$admin is 'Comment by tmp$c6489_junior';\n commit;\n\n connect '$(DSN)' user tmp$c6489_senior password '456';\n comment on role rdb$admin is 'Comment by tmp$c6489_senior';\n commit;\n \n set list on;\n select r.rdb$description as role_descr_blob_id from rdb$roles r where r.rdb$role_name = upper('rdb$admin');"}, {"role": "assistant", "content": "\n commit;\n\n comment on role rdb$admin is null;\n commit;\n \n connect '$(DSN)' user 'SYSDBA' password 'masterkey';\n drop user tmp$c6489_junior using plugin Srp;\n drop user tmp$c6489_senior using plugin Srp;\n commit;\n \"\"\"\n\nact_1 = isql_act('db_1', test_script_1, substitutions=substitutions_1)\n\nexpected_stdout_1 = \"\"\"\n Comment by tmp$c6489_senior\n \"\"\"\nexpected_stderr_1 = \"\"\"\n Statement failed, SQLSTATE = 28000\n unsuccessful metadata update\n -COMMENT ON RDB$ADMIN failed\n -no permission for ALTER access to ROLE RDB$ADMIN\n -Effective user is TMP$C6489_JUNIOR\n \"\"\"\n\n@pytest.mark.version('>=3.0.8')\ndef test_1(act_1: Action):\n act_1.expected_stdout = expected_stdout_1\n act_1.expected_stderr = expected_stderr_1\n act_1.execute()\n assert act_1.clean_expected_stderr == act_1.clean_stderr\n assert act_1.clean_expected_stdout == act_1.clean_stdout"}]
| false
| null | null | null |
b915c0a9f384ec67869ab91a6425fc1e66fbe2a2
|
TheStack--python--000.parquet
|
Fix this broken Pythoncode:Python code: import numpy as np import torch from torch.nn import functional as F from torchvision.ops import nms def loc2bbox(src_bbox, loc): if src_bbox.size()[0] == 0: return torch.zeros((0, 4), dtype=loc.dtype) src_width = torch.unsqueeze(src_bbox[:, 2] - src_bbox[:, 0], -1) src_height = torch.unsqueeze(src_bbox[:, 3] - src_bbox[:, 1], -1) src_ctr_x = torch.unsqueeze(src_bbox[:, 0], -1) + 0.5 * src_width src_ctr_y = torch.unsqueeze(src_bbox[:, 1], -1) + 0.5 * src_height dx = loc[:, 0::4] dy = loc[:, 1::4] dw = loc[:, 2::4] dh = loc[:, 3::4] ctr_x = dx * src_width + src_ctr_x ctr_y = dy * src_height + src_ctr_y w = torch.exp(dw) * src_width h = torch.exp(dh) * src_height dst_bbox = torch.zeros_like(loc) dst_bbox[:, 0::4] = ctr_x - 0.5 * w dst_bbox[:, 1::4] = ctr_y - 0.5 * h dst_bbox[:, 2::4] = ctr_x + 0.5 * w dst_bbox[:, 3::4] = ctr_y + 0.5 * h return dst_bbox class DecodeBox(): def __init__(self, std, num_classes): self.std = std Error: SyntaxError / EOF
|
Fixed Code: import numpy as np import torch from torch.nn import functional as F from torchvision.ops import nms def loc2bbox(src_bbox, loc): if src_bbox.size()[0] == 0: return torch.zeros((0, 4), dtype=loc.dtype) src_width = torch.unsqueeze(src_bbox[:, 2] - src_bbox[:, 0], -1) src_height = torch.unsqueeze(src_bbox[:, 3] - src_bbox[:, 1], -1) src_ctr_x = torch.unsqueeze(src_bbox[:, 0], -1) + 0.5 * src_width src_ctr_y = torch.unsqueeze(src_bbox[:, 1], -1) + 0.5 * src_height dx = loc[:, 0::4] dy = loc[:, 1::4] dw = loc[:, 2::4] dh = loc[:, 3::4] Explanation: Complete the truncated code structure
|
advanced
|
oop
|
error_fixing
|
Pythoncode:Python
| 3
| 1
| 1,100
| true
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\nimport numpy as np\nimport torch\nfrom torch.nn import functional as F\nfrom torchvision.ops import nms\n\n\ndef loc2bbox(src_bbox, loc):\n if src_bbox.size()[0] == 0:\n return torch.zeros((0, 4), dtype=loc.dtype)\n\n src_width = torch.unsqueeze(src_bbox[:, 2] - src_bbox[:, 0], -1)\n src_height = torch.unsqueeze(src_bbox[:, 3] - src_bbox[:, 1], -1)\n src_ctr_x = torch.unsqueeze(src_bbox[:, 0], -1) + 0.5 * src_width\n src_ctr_y = torch.unsqueeze(src_bbox[:, 1], -1) + 0.5 * src_height\n\n dx = loc[:, 0::4]\n dy = loc[:, 1::4]\n dw = loc[:, 2::4]\n dh = loc[:, 3::4]\n\n ctr_x = dx * src_width + src_ctr_x\n ctr_y = dy * src_height + src_ctr_y\n w = torch.exp(dw) * src_width\n h = torch.exp(dh) * src_height\n\n dst_bbox = torch.zeros_like(loc)\n dst_bbox[:, 0::4] = ctr_x - 0.5 * w\n dst_bbox[:, 1::4] = ctr_y - 0.5 * h\n dst_bbox[:, 2::4] = ctr_x + 0.5 * w\n dst_bbox[:, 3::4] = ctr_y + 0.5 * h\n\n return dst_bbox\n\nclass DecodeBox():\n def __init__(self, std, num_classes):\n self.std = std\n \n\n Error: SyntaxError / EOF"}, {"role": "assistant", "content": " Fixed Code:\n\n\nimport numpy as np\nimport torch\nfrom torch.nn import functional as F\nfrom torchvision.ops import nms\n\n\ndef loc2bbox(src_bbox, loc):\n if src_bbox.size()[0] == 0:\n return torch.zeros((0, 4), dtype=loc.dtype)\n\n src_width = torch.unsqueeze(src_bbox[:, 2] - src_bbox[:, 0], -1)\n src_height = torch.unsqueeze(src_bbox[:, 3] - src_bbox[:, 1], -1)\n src_ctr_x = torch.unsqueeze(src_bbox[:, 0], -1) + 0.5 * src_width\n src_ctr_y = torch.unsqueeze(src_bbox[:, 1], -1) + 0.5 * src_height\n\n dx = loc[:, 0::4]\n dy = loc[:, 1::4]\n dw = loc[:, 2::4]\n dh = loc[:, 3::4]\n\n\n Explanation: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
b915eeed88fbfbe46318454fd21bc9db43d6d639
|
TheStack--python--000.parquet
|
Repair the syntax errors in this Pythoncode:Python code: #!/usr/bin/python class TestPyclipperModule(TestCase): def test_has_classes(self): self.assertTrue(hasattr(pyclipper, 'Pyclipper')) self.assertTrue(hasattr(pyclipper, 'PyclipperOffset')) def test_has_namespace_methods(self): for method in ('Orientation', 'Area', 'PointInPolygon', 'SimplifyPolygon', 'SimplifyPolygons', 'CleanPolygon', 'CleanPolygons', 'MinkowskiSum', 'MinkowskiSum2', 'MinkowskiDiff', 'PolyTreeToPaths', 'ClosedPathsFromPolyTree', 'OpenPathsFromPolyTree', 'ReversePath', 'ReversePaths'): self.assertTrue(hasattr(pyclipper, method)) class TestNamespaceMethods(TestCase): def setUp(self): pyclipper.SCALING_FACTOR = 1 def test_orientation(self): self.assertFalse(pyclipper.Orientation(PATH_SUBJ_1)) self.assertTrue(pyclipper.Orientation(PATH_SUBJ_1[::-1])) def test_area(self): # area less than 0 because orientation is False area_neg = pyclipper.Area(PATH_SUBJ_1) area_pos = pyclipper.Area(PATH_SUBJ_1[::-1]) self.assertLess(area_neg, 0) self.assertGreater(area_pos, 0) self.assertEqual(abs(area_neg), area_pos) def test_point_in_polygon(self): # on polygon self.assertEqual(pyclipper.PointInPolygon((180, 200), PATH_SUBJ_1), -1) # in polygon self.assertEqual(pyclipper.PointInPolygon((200, 180), PATH_SUBJ_1), 1) # outside of polygon self.assertEqual(pyclipper.PointInPolygon((500, 500), PATH_SUBJ_1), 0) def test_minkowski_sum(self): solution = pyclipper.MinkowskiSum(PATTERN, PATH_SIGMA, False) self.assertGreater(len(solution), 0) def test_minkowski_sum2(self): solution = pyclipper.MinkowskiSum2(PATTERN, [PATH_SIGMA], False) self.assertGreater(len(solution), 0) def test_minkowski_diff(self): solution = pyclipper.MinkowskiDiff(PATH_SUBJ_1, PATH_SUBJ_2) self.assertGreater(len(solution), 0) def test_reverse_path(self): solution = pyclipper.ReversePath(PATH_SUBJ_1) manualy_reversed = PATH_SUBJ_1[::-1] self.check_reversed_path(solution, manualy_reversed) def test_reverse_paths(self): solution = pyclipper.ReversePaths([PATH_SUBJ_1]) manualy_reversed = [PATH_SUBJ_1[::-1]] self.check_reversed_path(solution[0], manualy_reversed[0]) def check_reversed_path(self, path_1, path_2): if len(path_1) is not len(path_2): return False for i in range(len(path_1)): self.assertEqual(path_1[i][0], path_2[i][0]) self.assertEqual(path_1[i][1], path_2[i][1]) def test_simplify_polygon(self): solution = pyclipper.SimplifyPolygon(PATH_SUBJ_1) self.assertEqual(len(solution), 1 ... [59 more functiondefs truncated] ...
|
Syntax Analysis: Syntax Errors Found: • Code truncated in middle of expression - unexpected EOF • Unclosed '(' at line 73 - expected ')' • SyntaxError: '(' was never closed at line 73 Fixes: • Complete the expression on the last line • Add closing ')' bracket • Review code syntax
|
advanced
|
testing
|
syntax_repair
|
Pythoncode:Python
| 13
| 2
| 2,885
| false
|
[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\n#!/usr/bin/python\nclass TestPyclipperModule(TestCase):\n def test_has_classes(self):\n self.assertTrue(hasattr(pyclipper, 'Pyclipper'))\n self.assertTrue(hasattr(pyclipper, 'PyclipperOffset'))\n\n def test_has_namespace_methods(self):\n for method in ('Orientation', 'Area', 'PointInPolygon', 'SimplifyPolygon', 'SimplifyPolygons',\n 'CleanPolygon', 'CleanPolygons', 'MinkowskiSum', 'MinkowskiSum2', 'MinkowskiDiff',\n 'PolyTreeToPaths', 'ClosedPathsFromPolyTree', 'OpenPathsFromPolyTree',\n 'ReversePath', 'ReversePaths'):\n self.assertTrue(hasattr(pyclipper, method))\n\n\nclass TestNamespaceMethods(TestCase):\n def setUp(self):\n pyclipper.SCALING_FACTOR = 1\n\n def test_orientation(self):\n self.assertFalse(pyclipper.Orientation(PATH_SUBJ_1))\n self.assertTrue(pyclipper.Orientation(PATH_SUBJ_1[::-1]))\n\n def test_area(self):\n # area less than 0 because orientation is False\n area_neg = pyclipper.Area(PATH_SUBJ_1)\n area_pos = pyclipper.Area(PATH_SUBJ_1[::-1])\n self.assertLess(area_neg, 0)\n self.assertGreater(area_pos, 0)\n self.assertEqual(abs(area_neg), area_pos)\n\n def test_point_in_polygon(self):\n # on polygon\n self.assertEqual(pyclipper.PointInPolygon((180, 200), PATH_SUBJ_1), -1)\n\n # in polygon\n self.assertEqual(pyclipper.PointInPolygon((200, 180), PATH_SUBJ_1), 1)\n\n # outside of polygon\n self.assertEqual(pyclipper.PointInPolygon((500, 500), PATH_SUBJ_1), 0)\n\n def test_minkowski_sum(self):\n solution = pyclipper.MinkowskiSum(PATTERN, PATH_SIGMA, False)\n self.assertGreater(len(solution), 0)\n\n def test_minkowski_sum2(self):\n solution = pyclipper.MinkowskiSum2(PATTERN, [PATH_SIGMA], False)\n self.assertGreater(len(solution), 0)\n\n def test_minkowski_diff(self):\n solution = pyclipper.MinkowskiDiff(PATH_SUBJ_1, PATH_SUBJ_2)\n self.assertGreater(len(solution), 0)\n\n def test_reverse_path(self):\n solution = pyclipper.ReversePath(PATH_SUBJ_1)\n manualy_reversed = PATH_SUBJ_1[::-1]\n self.check_reversed_path(solution, manualy_reversed)\n\n def test_reverse_paths(self):\n solution = pyclipper.ReversePaths([PATH_SUBJ_1])\n manualy_reversed = [PATH_SUBJ_1[::-1]]\n self.check_reversed_path(solution[0], manualy_reversed[0])\n\n def check_reversed_path(self, path_1, path_2):\n if len(path_1) is not len(path_2):\n return False\n\n for i in range(len(path_1)):\n self.assertEqual(path_1[i][0], path_2[i][0])\n self.assertEqual(path_1[i][1], path_2[i][1])\n\n def test_simplify_polygon(self):\n solution = pyclipper.SimplifyPolygon(PATH_SUBJ_1)\nself.assertEqual(len(solution), 1\n\n\n ... [59 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Syntax Analysis:\n\n Syntax Errors Found:\n \u2022 Code truncated in middle of expression - unexpected EOF\n \u2022 Unclosed '(' at line 73 - expected ')'\n \u2022 SyntaxError: '(' was never closed at line 73\n\n Fixes:\n \u2022 Complete the expression on the last line\n \u2022 Add closing ')' bracket\n \u2022 Review code syntax"}]
| true
|
syntax
|
BROKEN_INDENTATION
|
MEDIUM
|
b918984647c67e09bce945847905654d35530277
|
TheStack--python--000.parquet
|
Debug this Pythoncode:Python code:
|
Code analysis results: No critical issues found Consider adding unit tests Add inline comments for complex logic
|
beginner
|
general
|
debugging
|
Pythoncode:Python
| 0
| 0
| 0
| false
|
[{"role": "user", "content": "Debug this Pythoncode:Python code:"}, {"role": "assistant", "content": " Code analysis results:\n\n\n No critical issues found\n\n Consider adding unit tests\n Add inline comments for complex logic"}]
| false
| null | null | null |
b918bb151415e9d667f5286334be578684cceb18
|
TheStack--python--000.parquet
|
Complete this incomplete Pythoncode:Python code: import xml.etree.ElementTree as ET import csv import os import re from ij import IJ from loci.plugins.in import ImporterOptions from loci.plugins import BF from ij.plugin import ImagesToStack from ij import io #Records metadata (x,y location) for cells that were extracted with 1_find_extract_cells.py #metadata will be used in subsequent analysis to cluster cells from similar locations on the section -> semi-quantiative, local, analysis def parse_cellcounter_to_dict(fpath): '''Parse Cell-Counter Xml file to Dictionary Inputs: fpath (str) path to xml file on disk Values: (dict). Keys 'x_cal', 'y_cal' = (float) calibrations in each axis. Keys '1'-'8' = (lists) of tuples containing cell positions in the form (x,y) ''' tree = ET.parse(fpath) cells_dict = {} cells_dict['x_cal'] = float(tree.find('./Image_Properties/X_Calibration').text) cells_dict['y_cal'] = float(tree.find('./Image_Properties/Y_Calibration').text) rt = tree.find('Marker_Data') #re-root the tree for type_ in rt.iter('Marker_Type'): cells = [] for marker_ in type_.iter('Marker'): cells.append((int(marker_[0].text), int(marker_[1].text))) # cells_dict[type_.find('Type').text] = cells return cells_dict #Load Xml Files ... code continues ...
|
Completion: Missing: Code truncated abruptly - unexpected end of file To complete: • Complete the truncated code structure Example continuation: xml_locs = ['/path/to/xml/files'] #same as used in find_extract_cells xml_files = [os.path.join(base_, f) for base_ in xml_locs for f in os.listdir(base_) if f[-3:] == 'xml' and f[0] != '.'] #Work through each xml file f_out_path = '/path/to/annotation/out.tsv'
|
intermediate
|
database
|
incomplete_code
|
Pythoncode:Python
| 1
| 0
| 1,229
| true
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\nimport xml.etree.ElementTree as ET\nimport csv\nimport os\nimport re\nfrom ij import IJ\nfrom loci.plugins.in import ImporterOptions\nfrom loci.plugins import BF\nfrom ij.plugin import ImagesToStack\nfrom ij import io\n\n#Records metadata (x,y location) for cells that were extracted with 1_find_extract_cells.py\n#metadata will be used in subsequent analysis to cluster cells from similar locations on the section -> semi-quantiative, local, analysis\n\ndef parse_cellcounter_to_dict(fpath):\n\t'''Parse Cell-Counter Xml file to Dictionary\n\tInputs:\n\tfpath (str) path to xml file on disk\n\n\tValues:\n\t(dict). Keys 'x_cal', 'y_cal' = (float) calibrations in each axis. \n\tKeys '1'-'8' = (lists) of tuples containing cell positions in the form (x,y)\n\t'''\n\ttree = ET.parse(fpath)\n\t\n\tcells_dict = {}\n\tcells_dict['x_cal'] = float(tree.find('./Image_Properties/X_Calibration').text)\n\tcells_dict['y_cal'] = float(tree.find('./Image_Properties/Y_Calibration').text)\n\t\n\trt = tree.find('Marker_Data') #re-root the tree\n\tfor type_ in rt.iter('Marker_Type'):\n\t\tcells = []\n\t\tfor marker_ in type_.iter('Marker'):\n\t\t\tcells.append((int(marker_[0].text), int(marker_[1].text)))\n\t\t#\n\t\tcells_dict[type_.find('Type').text] = cells\n\n\treturn cells_dict\n\n#Load Xml Files\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:\nxml_locs = ['/path/to/xml/files'] #same as used in find_extract_cells\nxml_files = [os.path.join(base_, f) for base_ in xml_locs for f in os.listdir(base_) if f[-3:] == 'xml' and f[0] != '.']\n\n#Work through each xml file\nf_out_path = '/path/to/annotation/out.tsv'"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
b918c27f2b168efd69908773e44475244b686dd0
|
TheStack--python--000.parquet
|
Complete this incomplete Pythoncode:Python code: from env_SingleCatchPigs import EnvSingleCatchPigs import random env = EnvSingleCatchPigs(7) max_iter = 10000 env.set_agent_at([2, 2], 0) env.set_pig_at([4, 4], 0) for i in range(max_iter): print("iter= ", i) ... code continues ...
|
Completion: Missing: For block is incomplete - body missing To complete: • Add body to For block or use 'pass' statement Example continuation: env.render() action = random.randint(0, 4) print('action is', action) reward, done = env.step(action) print('reward', reward, 'done', done)
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intermediate
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general
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incomplete_code
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Pythoncode:Python
| 0
| 0
| 213
| true
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\nfrom env_SingleCatchPigs import EnvSingleCatchPigs\nimport random\n\nenv = EnvSingleCatchPigs(7)\nmax_iter = 10000\nenv.set_agent_at([2, 2], 0)\nenv.set_pig_at([4, 4], 0)\nfor i in range(max_iter):\n print(\"iter= \", i)\n\n ... code continues ..."}, {"role": "assistant", "content": " Completion:\n\n Missing: For block is incomplete - body missing\n\n To complete:\n \u2022 Add body to For block or use 'pass' statement\n\n Example continuation:\n env.render()\n action = random.randint(0, 4)\n print('action is', action)\n reward, done = env.step(action)\n print('reward', reward, 'done', done)"}]
| true
|
syntax
|
MID_BLOCK
|
HIGH
|
b919ab13ac46e733a617fc950c062280033c20b8
|
TheStack--python--000.parquet
|
Suggest refactoring for this Pythoncode:Python code: # -*- coding: utf-8 -*- import re import gzip import pandas as pd import numpy as np from eust.core import _download_file, conf def _is_valid_dimension_name(s: str) -> bool: return bool(_DIMENSION_NAME_RE.match(s)) def _split_values_flags(series: pd.Series) -> pd.DataFrame: split = series.str.split(" ") df = pd.DataFrame( { "value": split.apply(lambda l: l[0] if l else None), "flag": split.apply(lambda l: l[1] if l and len(l) > 1 else None), } ) return df def _set_multiindex_dtype(index, level, type_): index_df = index.to_frame() index_df[level] = index_df[level].astype(type_) new_index = index_df.set_index(index.names).index return new_index def _read_tsv(path_or_buffer) -> pd.DataFrame: d = pd.read_csv(path_or_buffer, sep="\t", header=0, dtype=str) top_left_cell = d.columns[0] row_dimension_names, header_dimension_name = top_left_cell.split("\\") row_dimension_names = row_dimension_names.split(",") index_data = d[top_left_cell] del d[top_left_cell] assert len(set(index_data)) == len(index_data) # no duplicates assert len(row_dimension_names) >= 1 d.columns.name = header_dimension_name index_data = index_data.apply(lambda s: s.split(",")) d.index = pd.MultiIndex.from_arrays( list(zip(*index_data)), names=row_dimension_names, ) # cannot handle multidimensional column labels d = d.stack() assert set(d.apply(type)) == {str} assert isinstance(d, pd.Series), d.columns assert all(map(_is_valid_dimension_name, d.index.names)) d.index.set_levels( [level.str.strip() for level in d.index.levels], inplace=True ) d = _split_values_flags(d) d.loc[d["value"] == ":", "value"] = np.nan d["value"] = d["value"].astype(float) if "time" in d.index.names: time_strings = d.index.unique("time") matches_year = (_YEAR_RE.match(s) for s in time_strings) if all(matches_year): d.index = _set_multiindex_dtype(d.index, "time", int) d = d.sort_index() return d _TSV_GZ_FILENAME = "data.tsv.gz" _HDF_FILENAME = "data.h5" _HDF_TABLE_PATH = "eurostat_table" def _read_tsv_gz(path_or_buffer) -> pd.DataFrame: with gzip.open(path_or_buffer, "rb") as f: return _read_tsv(f) def _download_tsv_gz(url, dst_dir): path = dst_dir / _TSV_GZ_FILENAME _download_file(url, path) ... [1 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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testing
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refactoring
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Pythoncode:Python
| 6
| 0
| 2,496
| true
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[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\n# -*- coding: utf-8 -*-\n\nimport re\nimport gzip\n\nimport pandas as pd\nimport numpy as np\n\nfrom eust.core import _download_file, conf\n\n\ndef _is_valid_dimension_name(s: str) -> bool:\n return bool(_DIMENSION_NAME_RE.match(s))\n\n\ndef _split_values_flags(series: pd.Series) -> pd.DataFrame:\n split = series.str.split(\" \")\n df = pd.DataFrame(\n {\n \"value\": split.apply(lambda l: l[0] if l else None),\n \"flag\": split.apply(lambda l: l[1] if l and len(l) > 1 else None),\n }\n )\n return df\n\n\ndef _set_multiindex_dtype(index, level, type_):\n index_df = index.to_frame()\n index_df[level] = index_df[level].astype(type_)\n new_index = index_df.set_index(index.names).index\n return new_index\n\n\ndef _read_tsv(path_or_buffer) -> pd.DataFrame:\n d = pd.read_csv(path_or_buffer, sep=\"\\t\", header=0, dtype=str)\n\n top_left_cell = d.columns[0]\n\n row_dimension_names, header_dimension_name = top_left_cell.split(\"\\\\\")\n row_dimension_names = row_dimension_names.split(\",\")\n index_data = d[top_left_cell]\n del d[top_left_cell]\n assert len(set(index_data)) == len(index_data) # no duplicates\n\n assert len(row_dimension_names) >= 1\n\n d.columns.name = header_dimension_name\n\n index_data = index_data.apply(lambda s: s.split(\",\"))\n\n d.index = pd.MultiIndex.from_arrays(\n list(zip(*index_data)), names=row_dimension_names,\n )\n\n # cannot handle multidimensional column labels\n d = d.stack()\n\n assert set(d.apply(type)) == {str}\n assert isinstance(d, pd.Series), d.columns\n\n assert all(map(_is_valid_dimension_name, d.index.names))\n\n d.index.set_levels(\n [level.str.strip() for level in d.index.levels], inplace=True\n )\n\n d = _split_values_flags(d)\n\n d.loc[d[\"value\"] == \":\", \"value\"] = np.nan\n d[\"value\"] = d[\"value\"].astype(float)\n\n if \"time\" in d.index.names:\n time_strings = d.index.unique(\"time\")\n matches_year = (_YEAR_RE.match(s) for s in time_strings)\n if all(matches_year):\n d.index = _set_multiindex_dtype(d.index, \"time\", int)\n\n d = d.sort_index()\n\n return d\n\n\n_TSV_GZ_FILENAME = \"data.tsv.gz\"\n_HDF_FILENAME = \"data.h5\"\n_HDF_TABLE_PATH = \"eurostat_table\"\n\n\ndef _read_tsv_gz(path_or_buffer) -> pd.DataFrame:\n with gzip.open(path_or_buffer, \"rb\") as f:\n return _read_tsv(f)\n\n\ndef _download_tsv_gz(url, dst_dir):\n path = dst_dir / _TSV_GZ_FILENAME\n _download_file(url, path)\n\n\n\n ... [1 more functiondefs truncated] ..."}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
b91c1523d70c0416c1afa5a4c6a25a3d2f1e426b
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TheStack--python--000.parquet
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Fill in the in this Pythoncode:Python code: from __future__ import absolute_import from __future__ import division from __future__ import print_function from config import CONFIG import json import tensorflow as tf import numpy as np import matplotlib.pyplot as plt # pylint: disable=g-import-not-at-top import io import math # Complete this line import time from absl import flags from absl import logging from easydict import EasyDict import matplotlib def visualize_batch(data, global_step, batch_size, num_steps): """Visualizes a batch.""" frames = data['frames'] frames_list = tf.unstack(frames, num=num_steps, axis=1) frames_summaries = tf.concat(frames_list, axis=2) batch_list = tf.split(frames_summaries, batch_size, axis=0) batch_summaries = tf.concat(batch_list, axis=1) tf.summary.image('train_batch', batch_summaries, step=global_step) ... [35 more functiondefs truncated] ...
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The missing line is: import os
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intermediate
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machine_learning
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fill_in_the_blank
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Pythoncode:Python
| 1
| 0
| 878
| true
|
[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\n\nfrom __future__ import absolute_import\nfrom __future__ import division\nfrom __future__ import print_function\n\nfrom config import CONFIG\nimport json\nimport tensorflow as tf\nimport numpy as np\nimport matplotlib.pyplot as plt # pylint: disable=g-import-not-at-top\n\nimport io\nimport math\n # Complete this line\nimport time\n\nfrom absl import flags\nfrom absl import logging\n\nfrom easydict import EasyDict\nimport matplotlib\ndef visualize_batch(data, global_step, batch_size, num_steps):\n \"\"\"Visualizes a batch.\"\"\"\n frames = data['frames']\n frames_list = tf.unstack(frames, num=num_steps, axis=1)\n frames_summaries = tf.concat(frames_list, axis=2)\n batch_list = tf.split(frames_summaries, batch_size, axis=0)\n batch_summaries = tf.concat(batch_list, axis=1)\n tf.summary.image('train_batch', batch_summaries, step=global_step)\n\n\n\n ... [35 more functiondefs truncated] ..."}, {"role": "assistant", "content": "The missing line is:\nimport os"}]
| false
| null | null | null |
b91ce0003a23729f5cf4b45b783933c9e0cd6696
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: from enum import IntEnum from .Mesh import BoneWeights4, SubMesh, VertexData from .NamedObject import NamedObject from .PPtr import PPtr, save_ptr from ..export import SpriteHelper from ..enums import SpriteMeshType from ..streams import EndianBinaryWriter class Sprite(NamedObject): @property def image(self): return SpriteHelper.get_image_from_sprite(self) def __init__(self, reader): super().__init__(reader=reader) version = self.version self.m_Rect = reader.read_rectangle_f() self.m_Offset = reader.read_vector2() if version >= (4, 5): # 4.5 or up self.m_Border = reader.read_vector4() self.m_PixelsToUnits = reader.read_float() if version >= (5, 4, 2) or ( version >= (5, 4, 1, 3) and self.build_type.IsPatch ): # 5.4.1p3 and up self.m_Pivot = reader.read_vector2() self.m_Extrude = reader.read_u_int() if version >= (5, 3): # 5.3 and up self.m_IsPolygon = reader.read_boolean() reader.align_stream() if version >= (2017,): # 2017 and up first = reader.read_bytes(16) # GUID second = reader.read_long() self.m_RenderDataKey = (first, second) self.m_AtlasTags = reader.read_string_array() self.m_SpriteAtlas = PPtr(reader) # SpriteAtlas self.m_RD = SpriteRenderData(reader) if version >= (2017,): # 2017 and up m_PhysicsShapeSize = reader.read_int() self.m_PhysicsShape = [ reader.read_vector2_array() for _ in range(m_PhysicsShapeSize) ] if version >= (2018,): # 2018 and up m_BonesSize = reader.read_int() self.m_Bones = [ reader.read_vector2_array() for _ in range(m_BonesSize) ] ... [17 more functiondefs truncated] ...
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Error Analysis: Error Type: WRONG_OPERATOR Error: WRONG_OPERATOR Detected Errors: • Code truncated in middle of expression - unexpected EOF • Invalid syntax at line 58: ... [17 more functiondefs truncated] ... Fix: Change operator back to correct one
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advanced
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ui
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error_detection
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Pythoncode:Python
| 2
| 1
| 1,913
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nfrom enum import IntEnum\n\nfrom .Mesh import BoneWeights4, SubMesh, VertexData\nfrom .NamedObject import NamedObject\nfrom .PPtr import PPtr, save_ptr\nfrom ..export import SpriteHelper\nfrom ..enums import SpriteMeshType\nfrom ..streams import EndianBinaryWriter\n\n\nclass Sprite(NamedObject):\n @property\n def image(self):\n return SpriteHelper.get_image_from_sprite(self)\n\n def __init__(self, reader):\n super().__init__(reader=reader)\n version = self.version\n\n self.m_Rect = reader.read_rectangle_f()\n self.m_Offset = reader.read_vector2()\n if version >= (4, 5): # 4.5 or up\n self.m_Border = reader.read_vector4()\n\n self.m_PixelsToUnits = reader.read_float()\n if version >= (5, 4, 2) or (\n version >= (5, 4, 1, 3) and self.build_type.IsPatch\n ): # 5.4.1p3 and up\n self.m_Pivot = reader.read_vector2()\n\n self.m_Extrude = reader.read_u_int()\n if version >= (5, 3): # 5.3 and up\n self.m_IsPolygon = reader.read_boolean()\n reader.align_stream()\n\n if version >= (2017,): # 2017 and up\n first = reader.read_bytes(16) # GUID\n second = reader.read_long()\n self.m_RenderDataKey = (first, second)\n self.m_AtlasTags = reader.read_string_array()\n self.m_SpriteAtlas = PPtr(reader) # SpriteAtlas\n\n self.m_RD = SpriteRenderData(reader)\n\n if version >= (2017,): # 2017 and up\n m_PhysicsShapeSize = reader.read_int()\n self.m_PhysicsShape = [\n reader.read_vector2_array() for _ in range(m_PhysicsShapeSize)\n ]\n\n if version >= (2018,): # 2018 and up\n m_BonesSize = reader.read_int()\n self.m_Bones = [\n reader.read_vector2_array() for _ in range(m_BonesSize)\n ]\n\n\n ... [17 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: WRONG_OPERATOR\n Error: WRONG_OPERATOR\n\n Detected Errors:\n \u2022 Code truncated in middle of expression - unexpected EOF\n \u2022 Invalid syntax at line 58: ... [17 more functiondefs truncated] ...\n\n\n Fix: Change operator back to correct one"}]
| true
|
logical
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WRONG_OPERATOR
|
CRITICAL
|
b91d0a28a2d3c169f55ef3fbe14306db5438a499
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TheStack--python--000.parquet
|
Complete this incomplete Pythoncode:Python code: import numpy as np import os from astropy.table import Table from . import utils class FilterDefinition: def __init__(self, name=None, wave=None, throughput=None, bp=None): """ Bandpass object Parameters ---------- name : str Label name wave : array Wavelength array, in `astropy.units.Angstrom`. throughput : array Throughput, arbitrary normalization bp : optional, `pysynphot.obsbandpass` object `pysynphot` filter bandpass """ self.name = name self.wave = wave self.throughput = throughput self.Aflux = 1. # pysynphot Bandpass if bp is not None: self.wave = np.cast[np.double](bp.wave) self.throughput = np.cast[np.double](bp.throughput) self.name = bp.name self.norm = 1. if self.throughput is not None: self.norm = np.trapz(self.throughput/self.wave, self.wave) def __repr__(self): return self.name.__repr__() def __str__(self): return self.name.__str__() def get_extinction(self, EBV=0, Rv=3.1): """ Extinction factor """ import astropy.units as u f99 = utils.GalacticExtinction(EBV=EBV, Rv=Rv) self.Alambda = f99(self.wave) self.Aflux = 10**(-0.4*self.Alambda) def extinction_correction(self, EBV, Rv=3.1, mag=True, source_lam=None, source_flux=None): """ Get the MW extinction correction within the filter. Optionally supply a source spectrum. """ import astropy.units as u try: import grizli. ... code continues ...
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Completion: Missing: Code truncated abruptly - unexpected end of file To complete: • Complete the truncated code structure Example continuation: interp = grizli.utils_c.interp.interp_conserve_c except ImportError: interp = utils.interp_conserve if self.wave is None:
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advanced
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database
|
incomplete_code
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Pythoncode:Python
| 5
| 1
| 1,792
| true
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\nimport numpy as np\nimport os\n\nfrom astropy.table import Table\nfrom . import utils\n\nclass FilterDefinition:\n def __init__(self, name=None, wave=None, throughput=None, bp=None):\n \"\"\"\n Bandpass object\n \n Parameters\n ----------\n name : str\n Label name\n \n wave : array\n Wavelength array, in `astropy.units.Angstrom`.\n \n throughput : array\n Throughput, arbitrary normalization\n \n bp : optional, `pysynphot.obsbandpass` object\n `pysynphot` filter bandpass\n \n \"\"\"\n self.name = name\n self.wave = wave\n self.throughput = throughput\n self.Aflux = 1.\n \n # pysynphot Bandpass\n if bp is not None:\n self.wave = np.cast[np.double](bp.wave)\n self.throughput = np.cast[np.double](bp.throughput)\n self.name = bp.name\n \n self.norm = 1.\n if self.throughput is not None:\n self.norm = np.trapz(self.throughput/self.wave, self.wave)\n\n\n def __repr__(self):\n return self.name.__repr__()\n\n\n def __str__(self):\n return self.name.__str__()\n\n\n def get_extinction(self, EBV=0, Rv=3.1):\n \"\"\"\n Extinction factor \n \"\"\"\n import astropy.units as u\n \n f99 = utils.GalacticExtinction(EBV=EBV, Rv=Rv)\n self.Alambda = f99(self.wave)\n self.Aflux = 10**(-0.4*self.Alambda)\n\n\n def extinction_correction(self, EBV, Rv=3.1, mag=True, source_lam=None, source_flux=None):\n \"\"\"\n Get the MW extinction correction within the filter. \n \n Optionally supply a source spectrum.\n \"\"\"\n import astropy.units as u\n try:\n import grizli.\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 interp = grizli.utils_c.interp.interp_conserve_c\n except ImportError:\n interp = utils.interp_conserve\n \n if self.wave is None:"}]
| true
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syntax
|
HARD_CUT
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CRITICAL
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b91e27e8ce2a32cb1f2fa0c55d35f35399d00f99
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TheStack--python--000.parquet
|
Review this Pythoncode:Python code: # # LeetCode # # Problem - 106 # URL - https://leetcode.com/problems/construct-binary-tree-from-inorder-and-postorder-traversal/ # # Definition for a binary tree node. # class TreeNode: # def __init__(self, val=0, left=None, right=None): # self.val = val # self.left = left # self.right = right class Solution: def buildTree(self, inorder: List[int], postorder: List[int]) -> TreeNode: if not inorder: return None r = postorder.pop() root = TreeNode(r) index = inorder.index(r) root.right = self.buildTree(inorder[index+1:], postorder) root.left = self.buildTree(inorder[:index], postorder) return root
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Code Review: ❌ Critical issues: Block at line 9 has no indented body Block at line 10 has no indented body ⚠️ Code quality: Unexpected indentation at line 21 Unexpected indentation at line 22 Unexpected indentation at line 25 ✨ Improvements: Add docstring to class 'Solution' Add docstring to function 'buildTree'
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advanced
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api
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code_review
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Pythoncode:Python
| 1
| 1
| 672
| false
|
[{"role": "user", "content": "Review this Pythoncode:Python code:\n#\n# LeetCode\n#\n# Problem - 106\n# URL - https://leetcode.com/problems/construct-binary-tree-from-inorder-and-postorder-traversal/\n#\n\n# Definition for a binary tree node.\n# class TreeNode:\n# def __init__(self, val=0, left=None, right=None):\n# self.val = val\n# self.left = left\n# self.right = right\n\nclass Solution:\n def buildTree(self, inorder: List[int], postorder: List[int]) -> TreeNode:\n if not inorder:\n return None\n\n r = postorder.pop()\n root = TreeNode(r)\n index = inorder.index(r)\n\n root.right = self.buildTree(inorder[index+1:], postorder)\n root.left = self.buildTree(inorder[:index], postorder)\n\n return root"}, {"role": "assistant", "content": " Code Review:\n\n\n\u274c Critical issues:\n Block at line 9 has no indented body\n Block at line 10 has no indented body\n\n\u26a0\ufe0f Code quality:\n Unexpected indentation at line 21\n Unexpected indentation at line 22\n Unexpected indentation at line 25\n\n\u2728 Improvements:\n Add docstring to class 'Solution'\n Add docstring to function 'buildTree'"}]
| false
| null | null | null |
b91e9c056c9dab4c7981c513788ac7b746223cf5
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TheStack--python--000.parquet
|
Complete this Pythoncode:Python code: import copy import time from collections import defaultdict import cloudpickle import numpy as np import pandas as pd import woodwork as ww from sklearn.model_selection import BaseCrossValidator from .pipeline_search_plots import PipelineSearchPlots from evalml.automl.automl_algorithm import IterativeAlgorithm from evalml.automl.callbacks import log_error_callback from evalml.automl.engine import SequentialEngine
|
from evalml.automl.utils import ( class AutoMLSearch: """Automated Pipeline search.""" _MAX_NAME_LEN = 40 # Necessary for "Plotting" documentation, since Sphinx does not work well with instance attributes. plot = PipelineSearchPlots ... [28 more functiondefs truncated] ...
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advanced
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machine_learning
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code_completion
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Pythoncode:Python
| 0
| 1
| 719
| true
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\nimport copy\nimport time\nfrom collections import defaultdict\n\nimport cloudpickle\nimport numpy as np\nimport pandas as pd\nimport woodwork as ww\nfrom sklearn.model_selection import BaseCrossValidator\n\nfrom .pipeline_search_plots import PipelineSearchPlots\n\nfrom evalml.automl.automl_algorithm import IterativeAlgorithm\nfrom evalml.automl.callbacks import log_error_callback\nfrom evalml.automl.engine import SequentialEngine"}, {"role": "assistant", "content": "\nfrom evalml.automl.utils import (\nclass AutoMLSearch:\n \"\"\"Automated Pipeline search.\"\"\"\n _MAX_NAME_LEN = 40\n\n # Necessary for \"Plotting\" documentation, since Sphinx does not work well with instance attributes.\n plot = PipelineSearchPlots\n\n\n ... [28 more functiondefs truncated] ..."}]
| false
| null | null | null |
b91f064ec51160dd5a168a0ea9d44e81a3af31b7
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TheStack--python--000.parquet
|
Review this Pythoncode:Python code: import graphene from graphql_jwt.decorators import setup_jwt_cookie from . import mixins, types from .decorators import social_auth class SocialAuthMutation(mixins.SocialAuthMixin, graphene.Mutation): social = graphene.Field(types.SocialType) class Meta: abstract = True class Arguments: provider = graphene.String(required=True) code = graphene.String(required=True) @classmethod @setup_jwt_cookie @social_auth def mutate(cls, root, info, social, **kwargs): return cls.resolve(root, info, social, **kwargs) class SocialAuth(mixins.ResolveMixin, SocialAuthMutation): """Social Auth Mutation""" class SocialAuthJWT(mixins.JSONWebTokenMixin, SocialAuthMutation): """Social Auth for JSON Web Token (JWT)"""
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Code Review: ⚠️ Code quality: Unexpected indentation at line 16 Unexpected indentation at line 19 Unexpected indentation at line 20 Unexpected indentation at line 21 ✨ Improvements: Add docstring to class 'SocialAuthMutation' Add docstring to class 'Meta' Add docstring to class 'Arguments'
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advanced
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ui
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code_review
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Pythoncode:Python
| 1
| 5
| 782
| true
|
[{"role": "user", "content": "Review this Pythoncode:Python code:\nimport graphene\nfrom graphql_jwt.decorators import setup_jwt_cookie\n\nfrom . import mixins, types\nfrom .decorators import social_auth\n\n\nclass SocialAuthMutation(mixins.SocialAuthMixin, graphene.Mutation):\n social = graphene.Field(types.SocialType)\n\n class Meta:\n abstract = True\n\n class Arguments:\n provider = graphene.String(required=True)\n code = graphene.String(required=True)\n\n @classmethod\n @setup_jwt_cookie\n @social_auth\n def mutate(cls, root, info, social, **kwargs):\n return cls.resolve(root, info, social, **kwargs)\n\n\nclass SocialAuth(mixins.ResolveMixin, SocialAuthMutation):\n \"\"\"Social Auth Mutation\"\"\"\n\n\nclass SocialAuthJWT(mixins.JSONWebTokenMixin, SocialAuthMutation):\n \"\"\"Social Auth for JSON Web Token (JWT)\"\"\""}, {"role": "assistant", "content": " Code Review:\n\n\n\u26a0\ufe0f Code quality:\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\n\u2728 Improvements:\n Add docstring to class 'SocialAuthMutation'\n Add docstring to class 'Meta'\n Add docstring to class 'Arguments'"}]
| false
| null | null | null |
b9206e8febc3abecc98cfdec65d8f8f8f61e43fc
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TheStack--python--000.parquet
|
Debug this Pythoncode:Python code: # yellowbrick.regressor.base # Base classes for regressor Visualizers. # # Author: Rebecca Bilbro <rbilbro@districtdatalabs.com> # Author: Benjamin Bengfort <bbengfort@districtdatalabs.com> # Created: Fri Jun 03 10:30:36 2016 -0700 # # Copyright (C) 2016 District Data Labs # For license information, see LICENSE.txt # # ID: base.py [7d3f5e6] benjamin@bengfort.com $ """ Base classes for regressor Visualizers. """ ########################################################################## ## Imports ########################################################################## from ..utils import isregressor from ..base import ScoreVisualizer from ..exceptions import YellowbrickTypeError ## Packages for export __all__ = [ "RegressionScoreVisualizer", ] ########################################################################## ## Regression Visualization Base Object ########################################################################## class RegressionScoreVisualizer(ScoreVisualizer): """ Base class for all ScoreVisualizers that evaluate a regression estimator. The primary functionality of this class is to perform a check to ensure the passed in estimator is a regressor, otherwise it raises a ``YellowbrickTypeError``. """ def __init__(self, model, ax=None, **kwargs): if not isregressor(model): raise YellowbrickTypeError( "This estimator is not a regressor; try a classifier or " "clustering score visualizer instead!" ) super(RegressionScoreVisualizer, self).__init__(model, ax=ax, **kwargs)
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Code analysis results: 🔴 Errors found: Unterminated string literal at line 13 ⚠️ Warnings: Unexpected indentation at line 28 Unexpected indentation at line 38 Unexpected indentation at line 41 Unexpected indentation at line 42 💡 Suggestions: Add closing quote at line 13
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advanced
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database
|
debugging
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Pythoncode:Python
| 1
| 1
| 1,625
| true
|
[{"role": "user", "content": "Debug this Pythoncode:Python code:\n# yellowbrick.regressor.base\n# Base classes for regressor Visualizers.\n#\n# Author: Rebecca Bilbro <rbilbro@districtdatalabs.com>\n# Author: Benjamin Bengfort <bbengfort@districtdatalabs.com>\n# Created: Fri Jun 03 10:30:36 2016 -0700\n#\n# Copyright (C) 2016 District Data Labs\n# For license information, see LICENSE.txt\n#\n# ID: base.py [7d3f5e6] benjamin@bengfort.com $\n\n\"\"\"\nBase classes for regressor Visualizers.\n\"\"\"\n\n##########################################################################\n## Imports\n##########################################################################\n\nfrom ..utils import isregressor\nfrom ..base import ScoreVisualizer\nfrom ..exceptions import YellowbrickTypeError\n\n\n## Packages for export\n__all__ = [\n \"RegressionScoreVisualizer\",\n]\n\n\n##########################################################################\n## Regression Visualization Base Object\n##########################################################################\n\nclass RegressionScoreVisualizer(ScoreVisualizer):\n \"\"\"\n Base class for all ScoreVisualizers that evaluate a regression estimator.\n\n The primary functionality of this class is to perform a check to ensure\n the passed in estimator is a regressor, otherwise it raises a\n ``YellowbrickTypeError``.\n \"\"\"\n\n def __init__(self, model, ax=None, **kwargs):\n if not isregressor(model):\n raise YellowbrickTypeError(\n \"This estimator is not a regressor; try a classifier or \"\n \"clustering score visualizer instead!\"\n )\n\n super(RegressionScoreVisualizer, self).__init__(model, ax=ax, **kwargs)"}, {"role": "assistant", "content": " Code analysis results:\n\n\n\ud83d\udd34 Errors found:\n Unterminated string literal at line 13\n\n\u26a0\ufe0f Warnings:\n Unexpected indentation at line 28\n Unexpected indentation at line 38\n Unexpected indentation at line 41\n Unexpected indentation at line 42\n\n\ud83d\udca1 Suggestions:\n Add closing quote at line 13"}]
| false
| null | null | null |
b92225fd1fc48f3b53478df0ef2d1501b1d04475
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TheStack--python--000.parquet
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Find all errors in this Pythoncode:Python code: #!/usr/bin/env python3 import os import argparse import logging import isce import isceobj from components.stdproc.stdproc import crossmul from iscesys.ImageUtil.ImageUtil import ImageUtil as IU def createParser(): ''' Command Line Parser. ''' parser = argparse.ArgumentParser( description='Generate offset field between two Sentinel swaths') parser.add_argument('-m', '--master', type=str, dest='master', required=True, help='Master image') parser.add_argument('-s', '--slave', type=str, dest='slave', required=True, help='Slave image') parser.add_argument('-o', '--outdir', type=str, dest='prefix', default='crossmul', help='Prefix of output int and amp files') parser.add_argument('-a', '--alks', type=int, dest='azlooks', default=1, help='Azimuth looks') parser.add_argument('-r', '--rlks', type=int, dest='rglooks', default=1, help='Range looks') return parser def cmdLineParse(iargs = None): parser = createParser() return parser.parse_args(args=iargs) def run(imageSlc1, imageSlc2, resampN
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Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Detected Errors: • Unterminated string literal at line 16 • Unclosed '(' at line 37 - expected ')' • Block at line 14 has no indented body Fix: Complete the truncated code structure
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intermediate
|
ui
|
error_detection
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Pythoncode:Python
| 4
| 0
| 1,113
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\n#!/usr/bin/env python3\n\n\nimport os\nimport argparse\nimport logging\n\nimport isce\nimport isceobj\nfrom components.stdproc.stdproc import crossmul\nfrom iscesys.ImageUtil.ImageUtil import ImageUtil as IU\n\n\ndef createParser():\n\n '''\n Command Line Parser.\n '''\n parser = argparse.ArgumentParser( description='Generate offset field between two Sentinel swaths')\n parser.add_argument('-m', '--master', type=str, dest='master', required=True,\n help='Master image')\n parser.add_argument('-s', '--slave', type=str, dest='slave', required=True,\n help='Slave image')\n parser.add_argument('-o', '--outdir', type=str, dest='prefix', default='crossmul',\n help='Prefix of output int and amp files')\n parser.add_argument('-a', '--alks', type=int, dest='azlooks', default=1,\n help='Azimuth looks')\n parser.add_argument('-r', '--rlks', type=int, dest='rglooks', default=1,\n help='Range looks')\n\n return parser\n\ndef cmdLineParse(iargs = None):\n parser = createParser()\n return parser.parse_args(args=iargs)\n\ndef run(imageSlc1, imageSlc2, resampN"}, {"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 16\n \u2022 Unclosed '(' at line 37 - expected ')'\n \u2022 Block at line 14 has no indented body\n\n Fix: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
b92247a49fd2631992a5eddee925c5305320a529
|
TheStack--python--000.parquet
|
Complete this incomplete Pythoncode:Python code: from typing import List class Solution: def removeElement(self, nums: List[int], val: int) -> int: if not nums: return 0 curr = 0 n = len(nums) while curr < n: if nums[curr] == val: nums[curr] = nums[n-1] n -= 1 else: ... code continues ...
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Completion: Missing: If statement incomplete - else clause truncated To complete: • Complete if-else statement Example continuation: curr += 1 return n if __name__== '__main__': solution = Solution()
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advanced
|
machine_learning
|
incomplete_code
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Pythoncode:Python
| 1
| 1
| 321
| true
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\nfrom typing import List\nclass Solution:\n def removeElement(self, nums: List[int], val: int) -> int:\n if not nums:\n return 0\n curr = 0\n n = len(nums)\n while curr < n:\n if nums[curr] == val:\n nums[curr] = nums[n-1]\n n -= 1\n else:\n\n ... code continues ..."}, {"role": "assistant", "content": " Completion:\n\n Missing: If statement incomplete - else clause truncated\n\n To complete:\n \u2022 Complete if-else statement\n\n Example continuation:\n curr += 1\n return n\n \nif __name__== '__main__':\n solution = Solution()"}]
| true
|
syntax
|
INCOMPLETE_LOGIC
|
MEDIUM
|
b92338655b37aa1b9646d78826676f4639eac7d3
|
TheStack--python--000.parquet
|
Review this Pythoncode:Python code: # Copyright (c) 2014-present PlatformIO <contact@platformio.org> # # 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 urllib.parse import urlparse import click import uvicorn from starlette.applications import Starlette from starlette.middleware import Middleware from starlette.responses import PlainTextResponse from starlette.routing import Mount, Route, WebSocketRoute from starlette.staticfiles import StaticFiles from starlette.status import HTTP_403_FORBIDDEN from platformio.commands.home.rpc.handlers.account import AccountRPC from platformio.commands.home.rpc.handlers.app import AppRPC from platformio.commands.home.rpc.handlers.ide import IDERPC from platformio.commands.home.rpc.handlers.misc import MiscRPC from platformio.commands.home.rpc.handlers.os import OSRPC from platformio.commands.home.rpc.handlers.piocore import PIOCoreRPC from platformio.commands.home.rpc.handlers.project import ProjectRPC from platformio.commands.home.rpc.server import WebSocketJSONRPCServerFactory from platformio.compat import aio_get_running_loop from platformio.exception import PlatformioException from platformio.package.manager.core import get_core_package_dir from platformio.proc import force_exit class ShutdownMiddleware: def __init__(self, app): self.app = app async def __call__(self, scope, receive, send): if scope["type"] == "http" and b"__shutdown__" in scope.get("query_string", {}): await shutdown_server() await self.app(scope, receive, send) async def shutdown_server(_=None): aio_get_running_loop().call_later(0.5, force_exit) return PlainTextResponse("Server has been shutdown!") async def protected_page(_): return PlainTextResponse( "Protected PlatformIO Home session", status_code=HTTP_403_FORBIDDEN ) ... [1 more functiondefs truncated] ...
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Code Review: ❌ Critical issues: Code truncated in middle of expression - unexpected EOF Invalid syntax at line 63: ... [1 more functiondefs truncated] ... ⚠️ Code quality: Unexpected indentation at line 48 Unexpected indentation at line 53 Unexpected indentation at line 58 Unexpected indentation at line 59 ✨ Improvements: Complete the expression on the last line Review syntax near the error location
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advanced
|
api
|
code_review
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Pythoncode:Python
| 1
| 1
| 2,359
| true
|
[{"role": "user", "content": "Review this Pythoncode:Python code:\n# Copyright (c) 2014-present PlatformIO <contact@platformio.org>\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 urllib.parse import urlparse\n\nimport click\nimport uvicorn\nfrom starlette.applications import Starlette\nfrom starlette.middleware import Middleware\nfrom starlette.responses import PlainTextResponse\nfrom starlette.routing import Mount, Route, WebSocketRoute\nfrom starlette.staticfiles import StaticFiles\nfrom starlette.status import HTTP_403_FORBIDDEN\n\nfrom platformio.commands.home.rpc.handlers.account import AccountRPC\nfrom platformio.commands.home.rpc.handlers.app import AppRPC\nfrom platformio.commands.home.rpc.handlers.ide import IDERPC\nfrom platformio.commands.home.rpc.handlers.misc import MiscRPC\nfrom platformio.commands.home.rpc.handlers.os import OSRPC\nfrom platformio.commands.home.rpc.handlers.piocore import PIOCoreRPC\nfrom platformio.commands.home.rpc.handlers.project import ProjectRPC\nfrom platformio.commands.home.rpc.server import WebSocketJSONRPCServerFactory\nfrom platformio.compat import aio_get_running_loop\nfrom platformio.exception import PlatformioException\nfrom platformio.package.manager.core import get_core_package_dir\nfrom platformio.proc import force_exit\n\n\nclass ShutdownMiddleware:\n def __init__(self, app):\n self.app = app\n\n async def __call__(self, scope, receive, send):\n if scope[\"type\"] == \"http\" and b\"__shutdown__\" in scope.get(\"query_string\", {}):\n await shutdown_server()\n await self.app(scope, receive, send)\n\n\nasync def shutdown_server(_=None):\n aio_get_running_loop().call_later(0.5, force_exit)\n return PlainTextResponse(\"Server has been shutdown!\")\n\n\nasync def protected_page(_):\n return PlainTextResponse(\n \"Protected PlatformIO Home session\", status_code=HTTP_403_FORBIDDEN\n )\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 Invalid syntax at line 63: ... [1 more functiondefs truncated] ...\n\n\n\u26a0\ufe0f Code quality:\n Unexpected indentation at line 48\n Unexpected indentation at line 53\n Unexpected indentation at line 58\n Unexpected indentation at line 59\n\n\u2728 Improvements:\n Complete the expression on the last line\n Review syntax near the error location"}]
| false
| null | null | null |
b923cd998b5a122c2fa8e86b09305b2b291d6507
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TheStack--python--000.parquet
|
Repair the syntax errors in this Pythoncode:Python code: # Copyright 2015 The LUCI Authors. All rights reserved. # Use of this source code is governed under the Apache License, Version 2.0 # that can be found in the LICENSE file. class CatalogMachineRetrievalRequest(messages.Message): """Represents a request to retrieve a machine from the catalog.""" # Hostname of the machine to retrieve. hostname = messages.StringField(1, required=True) # Backend which added the machine. backend = messages.EnumField(Backend, 2) class CatalogMachineRetrievalResponse(messages.Message): """Represents a response to a catalog machine retrieval request.""" # Dimensions instance specifying what sort of machine this is. dimensions = messages.MessageField(Dimensions, 1) # Policies governing this machine. policies = messages.MessageField(Policies, 2) # State of the CatalogMachineEntry. state = messages.StringField(3) # Cloud Pub/Sub subscription the machine must listen to for instructions. pubsub_subscription = messages.StringField(4) # Project the Cloud Pub/Sub subscription exists pubsub_subscription_project = messages.StringField(5) # Cloud Pub/Sub topic the machine must be subscribed to. pubsub_topic = messages.StringField(6) # Project the Cloud Pub/Sub topic exists in. pubsub_topic_project = messages.StringField(7) # Timestamp indicating lease expiration seconds from epoch in UTC. lease_expiration_ts = messages.IntegerField(8) class CatalogMachineAdditionRequest(messages.Message): """Represents a request to add a machine to the catalog. dimensions.backend must be specified. dimensions.hostname must be unique per backend. """ # Dimensions instance specifying what sort of machine this is. dimensions = messages.MessageField(Dimensions, 1, required=True) # Policies instance specifying machine-specific configuration. policies = messages.MessageField(Policies, 2, required=True) class CatalogMachineBatchAdditionRequest(messages.Message): """Represents a batched set of CatalogMachineAdditionRequests. dimensions.backend must be specified in each CatalogMachineAdditionRequest. dimensions.hostname must be unique per backend. """ # CatalogMachineAdditionRequest instances to batch together. requests = messages.MessageField( CatalogMachineAdditionRequest, 1, repeated=True) class CatalogMachineDeletionRequest(messages.Message): """Represents a request to delete a machine in the catalog.""" # Dimensions instance specifying what sort of machine this is. dimensions = messages.MessageField(Dimensions, 1, required=True) ... [20 more classdefs truncated] ...
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Syntax Analysis: Syntax Errors Found: • Code truncated in middle of expression - unexpected EOF • Unterminated string literal at line 34 • Invalid syntax at line 63: ... [20 more classdefs truncated] ... Fixes: • Complete the expression on the last line • Add closing quote at line 34 • Review syntax near the error location
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advanced
|
api
|
syntax_repair
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Pythoncode:Python
| 0
| 5
| 2,610
| false
|
[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\n# Copyright 2015 The LUCI Authors. All rights reserved.\n# Use of this source code is governed under the Apache License, Version 2.0\n# that can be found in the LICENSE file.\n\nclass CatalogMachineRetrievalRequest(messages.Message):\n \"\"\"Represents a request to retrieve a machine from the catalog.\"\"\"\n # Hostname of the machine to retrieve.\n hostname = messages.StringField(1, required=True)\n # Backend which added the machine.\n backend = messages.EnumField(Backend, 2)\n\n\nclass CatalogMachineRetrievalResponse(messages.Message):\n \"\"\"Represents a response to a catalog machine retrieval request.\"\"\"\n # Dimensions instance specifying what sort of machine this is.\n dimensions = messages.MessageField(Dimensions, 1)\n # Policies governing this machine.\n policies = messages.MessageField(Policies, 2)\n # State of the CatalogMachineEntry.\n state = messages.StringField(3)\n # Cloud Pub/Sub subscription the machine must listen to for instructions.\n pubsub_subscription = messages.StringField(4)\n# Project the Cloud Pub/Sub subscription exists \n pubsub_subscription_project = messages.StringField(5)\n # Cloud Pub/Sub topic the machine must be subscribed to.\n pubsub_topic = messages.StringField(6)\n # Project the Cloud Pub/Sub topic exists in.\n pubsub_topic_project = messages.StringField(7)\n # Timestamp indicating lease expiration seconds from epoch in UTC.\n lease_expiration_ts = messages.IntegerField(8)\n\n\nclass CatalogMachineAdditionRequest(messages.Message):\n \"\"\"Represents a request to add a machine to the catalog.\n\n dimensions.backend must be specified.\n dimensions.hostname must be unique per backend.\n \"\"\"\n # Dimensions instance specifying what sort of machine this is.\n dimensions = messages.MessageField(Dimensions, 1, required=True)\n # Policies instance specifying machine-specific configuration.\n policies = messages.MessageField(Policies, 2, required=True)\n\n\nclass CatalogMachineBatchAdditionRequest(messages.Message):\n \"\"\"Represents a batched set of CatalogMachineAdditionRequests.\n\n dimensions.backend must be specified in each CatalogMachineAdditionRequest.\n dimensions.hostname must be unique per backend.\n \"\"\"\n # CatalogMachineAdditionRequest instances to batch together.\n requests = messages.MessageField(\n CatalogMachineAdditionRequest, 1, repeated=True)\n\n\nclass CatalogMachineDeletionRequest(messages.Message):\n \"\"\"Represents a request to delete a machine in the catalog.\"\"\"\n # Dimensions instance specifying what sort of machine this is.\n dimensions = messages.MessageField(Dimensions, 1, required=True)\n\n\n\n ... [20 more classdefs truncated] ..."}, {"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 34\n \u2022 Invalid syntax at line 63: ... [20 more classdefs truncated] ...\n\n\n Fixes:\n \u2022 Complete the expression on the last line\n \u2022 Add closing quote at line 34\n \u2022 Review syntax near the error location"}]
| true
|
syntax
|
BROKEN_INDENTATION
|
MEDIUM
|
b924107dfd6ae9e56411cce662afa3db86b021e5
|
TheStack--python--000.parquet
|
Complete this Pythoncode:Python code: # webscraping test import urllib.request from bs4 import BeautifulSoup with urllib.request.urlopen('http://www.netvasco.com.br') as url: page = url.read() #print(page) print(url.geturl()) print(url.info()) print(url.getcode()) # Analise o html na variável 'page' e armazene-o no formato Beautiful Soup soup = BeautifulSoup(page, 'html.parser') #print(soup.prettify()) print(soup.title)
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print(soup.title.string) print(soup.title.name) soup_a = soup.find_all('a')[:10] for a in soup_a: print(a.get('href')) print(a.get_text())
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intermediate
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testing
|
code_completion
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Pythoncode:Python
| 0
| 0
| 564
| true
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\n# webscraping test\n\nimport urllib.request\nfrom bs4 import BeautifulSoup\n\n\nwith urllib.request.urlopen('http://www.netvasco.com.br') as url:\n page = url.read()\n #print(page)\n print(url.geturl())\n print(url.info())\n print(url.getcode())\n\n# Analise o html na vari\u00e1vel 'page' e armazene-o no formato Beautiful Soup\nsoup = BeautifulSoup(page, 'html.parser')\n#print(soup.prettify())\n\nprint(soup.title)"}, {"role": "assistant", "content": "\nprint(soup.title.string)\nprint(soup.title.name)\nsoup_a = soup.find_all('a')[:10]\nfor a in soup_a:\n print(a.get('href'))\n print(a.get_text())"}]
| false
| null | null | null |
b925f7b3126896a3611797c97e1fa8d0eee2234c
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TheStack--python--000.parquet
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Complete this incomplete Pythoncode:Python code: # Copyright 2019 The TensorFlow Authors. 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. # You may obtain a copy of the License at ... code continues ...
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Completion: Missing: Code truncated abruptly - unexpected end of file To complete: • Complete the truncated code structure Example continuation: # # 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,
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advanced
|
testing
|
incomplete_code
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Pythoncode:Python
| 0
| 1
| 238
| false
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[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\n# Copyright 2019 The TensorFlow Authors. All Rights Reserved.\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 ... 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# 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,"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
b9270600c4aae588202efc6c296f0228f4d2527a
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TheStack--python--000.parquet
|
Fill in the in this Pythoncode:Python code: def generate_experiment_fn(data_dir, train_batch_size, eval_batch_size, train_steps, eval_steps, cell_size, hidden, **experiment_args): """Returns experiment_fn for a RNN classifier. Args: data_dir: Where {train,eval}-* tf.train.Example datasets can be found. train_batch_size: Batch size during training. train_batch_size: Batch size during evaluation. train_steps: Number of training steps. eval_steps: Number of evaluation steps. cell_size: LSTM cell size. hidden: Number of units in hidden layers (note that None means "use default" wich is equivalent to [] -- see code in model). experiment_args: Additional arguments when `tf.contrib.learn.Experiment` is instantiated. # Complete this line classes = tf.gfile.Open('%s/labels.txt' % data_dir).read().splitlines() n_classes = len(classes) params = tf.contrib.training.HParams( cell_size=cell_size, hidden=hidden or None, # Default is empty list. ) config = tf.contrib.learn.RunConfig() ... [1 more functiondefs truncated] ...
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The missing line is: """
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intermediate
|
ui
|
fill_in_the_blank
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Pythoncode:Python
| 1
| 0
| 1,106
| false
|
[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\ndef generate_experiment_fn(data_dir, train_batch_size, eval_batch_size,\n train_steps, eval_steps, cell_size, hidden,\n **experiment_args):\n \"\"\"Returns experiment_fn for a RNN classifier.\n\n Args:\n data_dir: Where {train,eval}-* tf.train.Example datasets can be found.\n train_batch_size: Batch size during training.\n train_batch_size: Batch size during evaluation.\n train_steps: Number of training steps.\n eval_steps: Number of evaluation steps.\n cell_size: LSTM cell size.\n hidden: Number of units in hidden layers (note that None means \"use default\"\n wich is equivalent to [] -- see code in model).\n experiment_args: Additional arguments when `tf.contrib.learn.Experiment`\n is instantiated.\n # Complete this line\n\n\n classes = tf.gfile.Open('%s/labels.txt' % data_dir).read().splitlines()\n n_classes = len(classes)\n\n params = tf.contrib.training.HParams(\n cell_size=cell_size,\n hidden=hidden or None, # Default is empty list.\n )\n config = tf.contrib.learn.RunConfig()\n\n\n ... [1 more functiondefs truncated] ..."}, {"role": "assistant", "content": "The missing line is:\n \"\"\""}]
| false
| null | null | null |
b927180a3b55091e89983dcae5d96dd47f1373ae
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TheStack--python--000.parquet
|
Complete this incomplete Pythoncode:Python code: # Time: 310 ms # Memory: 1664 KB n = int(input()) e = 0 ... code continues ...
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Completion: Missing: Code truncated abruptly - unexpected end of file To complete: • Complete the truncated code structure Example continuation: s = 0 for i in range(n): s =s- eval(input().replace(' ', '-')) e = max(e, s) print(e)
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beginner
|
general
|
incomplete_code
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Pythoncode:Python
| 0
| 0
| 55
| false
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\n# Time: 310 ms\n# Memory: 1664 KB\nn = int(input())\ne = 0\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:\ns = 0\nfor i in range(n):\n s =s- eval(input().replace(' ', '-'))\n e = max(e, s)\nprint(e)"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
b92725db4e0f08b5ebf9656b39a1e567c20d5ffb
|
TheStack--python--000.parquet
|
Complete this Pythoncode:Python code: import pyredner import numpy as np import torch cam = pyredner.Camera(position = torch.tensor([0.0, 0.0, -5.0]), look_at = torch.tensor([0.0, 0.0, 0.0]), up = torch.tensor([0.0, 1.0, 0.0]), fov = torch.tensor([45.0]), # in degree clip_near = 1e-2, # needs to > 0 resolution = (256, 256), fisheye = False) mat_grey = pyredner.Material(\ diffuse_reflectance = \ torch.tensor([0.5, 0.5, 0.5], device = pyredner.get_device())) materials = [mat_grey] shape_triangle = pyredner.Shape(\ vertices = torch.tensor([[-1.7, 1.0, 0.0], [1.0, 1.0, 0.0], [-0.5, -1.0, 0.0]], device = pyredner.get_device()), indices = torch.tensor([[0, 1, 2]], dtype = torch.int32, device = pyredner.get_device()), uvs = None, normals = None, material_id = 0) shape_light = pyredner.Shape(\ vertices = torch.tensor([[-1.0, -1.0, -7.0], [ 1.0, -1.0, -7.0], [-1.0, 1.0, -7.0], [ 1.0, 1.0, -7.0]], device = pyredner.get_device()), indices = torch.tensor([[0, 1, 2],[1, 3, 2]], dtype = torch.int32, device = pyredner.get_device()),
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uvs = None, normals = None, material_id = 0) shapes = [shape_triangle, shape_light] light = pyredner.AreaLight(shape_id = 1, intensity = torch.tensor([20.0,20.0,20.0])) area_lights = [light] scene = pyredner.Scene(cam, shapes, materials, area_lights) scene_state_dict = scene.state_dict() scene = pyredner.Scene.load_state_dict(scene_state_dict) scene_args = pyredner.RenderFunction.serialize_scene(\ scene = scene, num_samples = 16, max_bounces = 1) render = pyredner.RenderFunction.apply img = render(0, *scene_args) pyredner.imwrite(img.cpu(), 'results/test_serialize/img.exr')
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intermediate
|
testing
|
code_completion
|
Pythoncode:Python
| 0
| 0
| 1,923
| true
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\nimport pyredner\nimport numpy as np\nimport torch\n\ncam = pyredner.Camera(position = torch.tensor([0.0, 0.0, -5.0]),\n look_at = torch.tensor([0.0, 0.0, 0.0]),\n up = torch.tensor([0.0, 1.0, 0.0]),\n fov = torch.tensor([45.0]), # in degree\n clip_near = 1e-2, # needs to > 0\n resolution = (256, 256),\n fisheye = False)\n\nmat_grey = pyredner.Material(\\\n diffuse_reflectance = \\\n torch.tensor([0.5, 0.5, 0.5], device = pyredner.get_device()))\nmaterials = [mat_grey]\n\nshape_triangle = pyredner.Shape(\\\n vertices = torch.tensor([[-1.7, 1.0, 0.0], [1.0, 1.0, 0.0], [-0.5, -1.0, 0.0]],\n device = pyredner.get_device()),\n indices = torch.tensor([[0, 1, 2]], dtype = torch.int32,\n device = pyredner.get_device()),\n uvs = None,\n normals = None,\n material_id = 0)\n\nshape_light = pyredner.Shape(\\\n vertices = torch.tensor([[-1.0, -1.0, -7.0],\n [ 1.0, -1.0, -7.0],\n [-1.0, 1.0, -7.0],\n [ 1.0, 1.0, -7.0]], device = pyredner.get_device()),\n indices = torch.tensor([[0, 1, 2],[1, 3, 2]],\n dtype = torch.int32, device = pyredner.get_device()),"}, {"role": "assistant", "content": "\n uvs = None,\n normals = None,\n material_id = 0)\n\nshapes = [shape_triangle, shape_light]\nlight = pyredner.AreaLight(shape_id = 1, \n intensity = torch.tensor([20.0,20.0,20.0]))\narea_lights = [light]\n\nscene = pyredner.Scene(cam, shapes, materials, area_lights)\n\nscene_state_dict = scene.state_dict()\nscene = pyredner.Scene.load_state_dict(scene_state_dict)\n\nscene_args = pyredner.RenderFunction.serialize_scene(\\\n scene = scene,\n num_samples = 16,\n max_bounces = 1)\n\nrender = pyredner.RenderFunction.apply\nimg = render(0, *scene_args)\npyredner.imwrite(img.cpu(), 'results/test_serialize/img.exr')"}]
| false
| null | null | null |
b9299565a87f9a052852f5ae8225680eeeb2de61
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TheStack--python--000.parquet
|
Complete this Pythoncode:Python code: ############################################################################## # # Copyright (c) 2001, 2002 Zope Foundation and Contributors. # All Rights Reserved. # # This software is subject to the provisions of the Zope Public License, # Version 2.1 (ZPL). A copy of the ZPL should accompany this distribution. # THIS SOFTWARE IS PROVIDED "AS IS" AND ANY AND ALL EXPRESS OR IMPLIED # WARRANTIES ARE DISCLAIMED, INCLUDING, BUT NOT LIMITED TO, THE IMPLIED # WARRANTIES OF TITLE, MERCHANTABILITY, AGAINST INFRINGEMENT, AND FITNESS # FOR A PARTICULAR PURPOSE. # ############################################################################## """Request Data-Property Tests """ from unittest import TestCase, makeSuite from zope.interface.common.tests.basemapping \ import testIEnumerableMapping, testIReadMapping from zope.publisher.base \ import RequestDataProperty, RequestDataGetter, RequestDataMapper class TestDataGettr(RequestDataGetter): _gettrname = 'getSomething' class TestDataMapper(RequestDataMapper): _mapname = '_data' _marker = object() class Data(object): def getSomething(self, name, default=_marker): if name.startswith('Z'): return "something %s" % name if default is not _marker: return default raise KeyError(name) something = RequestDataProperty(TestDataGettr) somedata = RequestDataProperty(TestDataMapper)
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class Test(TestCase): def testRequestDataGettr(self): testIReadMapping(self, Data().something, {"Zope": "something Zope"}, ["spam"]) def testRequestDataMapper(self): data = Data() sample = {'foo': 'Foo', 'bar': 'Bar'} data._data = sample inst = data.somedata testIReadMapping(self, inst, sample, ["spam"]) testIEnumerableMapping(self, inst, sample) def testNoAssign(self): data = Data() try: data.something = {} except AttributeError: pass else: raise AssertionError("Shouldn't be able to assign") try: data.somedata = {} except AttributeError: pass else: raise AssertionError("Shouldn't be able to assign") def test_suite(): return makeSuite(Test)
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advanced
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testing
|
code_completion
|
Pythoncode:Python
| 5
| 4
| 2,302
| true
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\n##############################################################################\n#\n# Copyright (c) 2001, 2002 Zope Foundation and Contributors.\n# All Rights Reserved.\n#\n# This software is subject to the provisions of the Zope Public License,\n# Version 2.1 (ZPL). A copy of the ZPL should accompany this distribution.\n# THIS SOFTWARE IS PROVIDED \"AS IS\" AND ANY AND ALL EXPRESS OR IMPLIED\n# WARRANTIES ARE DISCLAIMED, INCLUDING, BUT NOT LIMITED TO, THE IMPLIED\n# WARRANTIES OF TITLE, MERCHANTABILITY, AGAINST INFRINGEMENT, AND FITNESS\n# FOR A PARTICULAR PURPOSE.\n#\n##############################################################################\n\"\"\"Request Data-Property Tests\n\"\"\"\nfrom unittest import TestCase, makeSuite\n\nfrom zope.interface.common.tests.basemapping \\\n import testIEnumerableMapping, testIReadMapping\n\nfrom zope.publisher.base \\\n import RequestDataProperty, RequestDataGetter, RequestDataMapper\n\n\nclass TestDataGettr(RequestDataGetter):\n _gettrname = 'getSomething'\n\n\nclass TestDataMapper(RequestDataMapper):\n _mapname = '_data'\n\n\n_marker = object()\n\n\nclass Data(object):\n\n def getSomething(self, name, default=_marker):\n if name.startswith('Z'):\n return \"something %s\" % name\n\n if default is not _marker:\n return default\n\n raise KeyError(name)\n\n something = RequestDataProperty(TestDataGettr)\n somedata = RequestDataProperty(TestDataMapper)"}, {"role": "assistant", "content": "\nclass Test(TestCase):\n\n def testRequestDataGettr(self):\n testIReadMapping(self, Data().something,\n {\"Zope\": \"something Zope\"}, [\"spam\"])\n\n def testRequestDataMapper(self):\n data = Data()\n sample = {'foo': 'Foo', 'bar': 'Bar'}\n data._data = sample\n inst = data.somedata\n testIReadMapping(self, inst, sample, [\"spam\"])\n testIEnumerableMapping(self, inst, sample)\n\n def testNoAssign(self):\n data = Data()\n try:\n data.something = {}\n except AttributeError:\n pass\n else:\n raise AssertionError(\"Shouldn't be able to assign\")\n\n try:\n data.somedata = {}\n except AttributeError:\n pass\n else:\n raise AssertionError(\"Shouldn't be able to assign\")\n\n\ndef test_suite():\n return makeSuite(Test)"}]
| false
| null | null | null |
b92a551001bac345f595f68ea0440f1231ad8e57
|
TheStack--python--000.parquet
|
Debug this Pythoncode:Python code: """ Enable import """ from os import path import sys sys.path.append( path.abspath(path.join('tools', 'validators', 'instance_validator')))
|
Code analysis results: ⚠️ Warnings: Unexpected indentation at line 7
|
beginner
|
general
|
debugging
|
Pythoncode:Python
| 0
| 0
| 146
| true
|
[{"role": "user", "content": "Debug this Pythoncode:Python code:\n\"\"\" Enable import \"\"\"\n\nfrom os import path\nimport sys\n\nsys.path.append(\n path.abspath(path.join('tools', 'validators', 'instance_validator')))"}, {"role": "assistant", "content": " Code analysis results:\n\n\n\u26a0\ufe0f Warnings:\n Unexpected indentation at line 7"}]
| false
| null | null | null |
b92a9fd2163ca676afa6df078248d3bd1b2d8259
|
TheStack--python--000.parquet
|
Fix this broken Pythoncode:Python code: from typing import Callable, AnyStr, Optional from zlib import compress as default_compress, decompress as default_decompress from .cache import Cache from ..constants import NOT_FOUND class CacheCompressionDecorator(Cache): def __init__( self, cache: Cache, compress: Optional[Callable[[str], AnyStr]] = ..., decompress: Optional[Callable[[AnyStr], str]] = ..., ) -> None: super().__init__() self._cache = cache if compress is None: self._compress = self._noop Error: IndentationError / Expected indented block
|
Fixed Code: from typing import Callable, AnyStr, Optional from zlib import compress as default_compress, decompress as default_decompress from .cache import Cache from ..constants import NOT_FOUND class CacheCompressionDecorator(Cache): def __init__( self, cache: Cache, compress: Optional[Callable[[str], AnyStr]] = ..., decompress: Optional[Callable[[AnyStr], str]] = ..., ) -> None: super().__init__() self._cache = cache if compress is None: self._compress = self._noop elif compress is ...: self._compress = self._default_compress Explanation: Add body to If block or use 'pass' statement
|
advanced
|
oop
|
error_fixing
|
Pythoncode:Python
| 6
| 1
| 540
| true
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\nfrom typing import Callable, AnyStr, Optional\nfrom zlib import compress as default_compress, decompress as default_decompress\n\nfrom .cache import Cache\nfrom ..constants import NOT_FOUND\n\n\nclass CacheCompressionDecorator(Cache):\n def __init__(\n self,\n cache: Cache,\n compress: Optional[Callable[[str], AnyStr]] = ...,\n decompress: Optional[Callable[[AnyStr], str]] = ...,\n ) -> None:\n super().__init__()\n self._cache = cache\n if compress is None:\n self._compress = self._noop\n\n Error: IndentationError / Expected indented block"}, {"role": "assistant", "content": " Fixed Code:\n\n\nfrom typing import Callable, AnyStr, Optional\nfrom zlib import compress as default_compress, decompress as default_decompress\n\nfrom .cache import Cache\nfrom ..constants import NOT_FOUND\n\n\nclass CacheCompressionDecorator(Cache):\n def __init__(\n self,\n cache: Cache,\n compress: Optional[Callable[[str], AnyStr]] = ...,\n decompress: Optional[Callable[[AnyStr], str]] = ...,\n ) -> None:\n super().__init__()\n self._cache = cache\n if compress is None:\n self._compress = self._noop\n elif compress is ...:\n self._compress = self._default_compress\n\n Explanation: Add body to If block or use 'pass' statement"}]
| true
|
syntax
|
MID_BLOCK
|
HIGH
|
b92b002b9d57e933962f9291a749b365792c1b9a
|
TheStack--python--000.parquet
|
Find the logical error in this Pythoncode:Python code: class VectorField(VGroup): """A vector field. Vector fields are based on a function defining a vector at every position. This class does by default not include any visible elements but provides methods to move other :class:`~.Mobject` s along the vector field. Parameters ---------- func The function defining the rate of change at every position of the `VectorField`. color The color of the vector field. If set, position-specific coloring is disabled. color_scheme A function mapping a vector to a single value. This value gives the position in the color gradient defined using `min_color_scheme_value`, `max_color_scheme_value` or `colors`. min_color_scheme_value The value of the color_scheme function to be mapped to the first color in `colors`. Lower values also result in the first color of the gradient. max_color_scheme_value The value of the color_scheme function to be mapped to the last color in `colors`. Higher values also result in the last color of the gradient. colors The colors defining the color gradient of the vector field. kwargs : Any Additional arguments to be passed to the :class:`~.VGroup` constructor """ def __init__( self, func: Callable[[np.ndarray], np.ndarray], color: Optional[Color] = None, color_scheme: Optional[Callable[[np.ndarray], float]] = None, min_color_scheme_value: float = 0, max_color_scheme_value: float = 2, colors: Sequence[Color] = DEFAULT_SCALAR_FIELD_COLORS, **kwargs ): super().__init__(**kwargs) self.func = func if color is None: self.single_color = False if color_scheme is None: def color_scheme(p): return np.linalg.norm(p) self.color_scheme = color_scheme # TODO maybe other default for direction? self.rgbs = np.array(list(map(color_to_rgb, colors))) ... [24 more functiondefs truncated] ...
|
Logical Error Analysis: Error Type: WRONG_OPERATOR Issue: Wrong logical operator Severity: CRITICAL Location: Line 15 Buggy code: A function mapping a vector to a single value. This value gives the position in the color gradient defined using `min_color_scheme_value`, `max_color_scheme_value` or `colors`. Should be: A function mapping a vector to a single value. This value gives the position in the color gradient defined using `min_color_scheme_value`, `max_color_scheme_value` and `colors`. Explanation: Wrong operator will cause logic error Fix: Change operator back to correct one
|
advanced
|
database
|
logical_errors
|
Pythoncode:Python
| 2
| 1
| 2,062
| false
|
[{"role": "user", "content": "Find the logical error in this Pythoncode:Python code:\nclass VectorField(VGroup):\n \"\"\"A vector field.\n\n Vector fields are based on a function defining a vector at every position.\n This class does by default not include any visible elements but provides\n methods to move other :class:`~.Mobject` s along the vector field.\n\n Parameters\n ----------\n func\n The function defining the rate of change at every position of the `VectorField`.\n color\n The color of the vector field. If set, position-specific coloring is disabled.\n color_scheme\n A function mapping a vector to a single value. This value gives the position in the color gradient defined using `min_color_scheme_value`, `max_color_scheme_value` or `colors`.\n min_color_scheme_value\n The value of the color_scheme function to be mapped to the first color in `colors`. Lower values also result in the first color of the gradient.\n max_color_scheme_value\n The value of the color_scheme function to be mapped to the last color in `colors`. Higher values also result in the last color of the gradient.\n colors\n The colors defining the color gradient of the vector field.\n kwargs : Any\n Additional arguments to be passed to the :class:`~.VGroup` constructor\n\n \"\"\"\n\n def __init__(\n self,\n func: Callable[[np.ndarray], np.ndarray],\n color: Optional[Color] = None,\n color_scheme: Optional[Callable[[np.ndarray], float]] = None,\n min_color_scheme_value: float = 0,\n max_color_scheme_value: float = 2,\n colors: Sequence[Color] = DEFAULT_SCALAR_FIELD_COLORS,\n **kwargs\n ):\n super().__init__(**kwargs)\n self.func = func\n if color is None:\n self.single_color = False\n if color_scheme is None:\n\n def color_scheme(p):\n return np.linalg.norm(p)\n\n self.color_scheme = color_scheme # TODO maybe other default for direction?\n self.rgbs = np.array(list(map(color_to_rgb, colors)))\n\n\n ... [24 more functiondefs 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 15\n\n Buggy code:\n A function mapping a vector to a single value. This value gives the position in the color gradient defined using `min_color_scheme_value`, `max_color_scheme_value` or `colors`.\n\n Should be:\n A function mapping a vector to a single value. This value gives the position in the color gradient defined using `min_color_scheme_value`, `max_color_scheme_value` and `colors`.\n\n Explanation: Wrong operator will cause logic error\n Fix: Change operator back to correct one"}]
| true
|
logical
|
WRONG_OPERATOR
|
CRITICAL
|
b92be50c97841e71ffe31a7d7baa405cc9ba5537
|
TheStack--python--000.parquet
|
Fix this broken Pythoncode:Python code: def dataclass( _cls: Type[_U] = None, *, repr: bool = True, eq: bool = True, order: bool = False, unsafe_hash: bool = False, frozen: bool = False, base_schema: Optional[Type[marshmallow.Schema]] = None, ): """ This decorator does the same as dataclasses.dataclass, but also applies :func:`add_schema`. It adds a `.Schema` attribute to the class object :param base_schema: marshmallow schema used as a base class when deriving dataclass schema >>> @dataclass ... class Artist: ... name: str >>> Artist.Schema <class 'marshmallow.schema.Artist'> >>> from typing import ClassVar >>> from marshmallow import Schema >>> @dataclass(order=True) # preserve field order ... class Point: ... x:float ... y:float ... Schema: ClassVar[Type[Schema]] = Schema # For the type checker ... >>> Point.Schema().load({'x':0, 'y':0}) # This line can be statically type checked Point(x=0.0, y=0.0) """ # dataclass's typing doesn't expect it to be called as a function, so ignore type check dc = dataclasses.dataclass( # type: ignore _cls, repr=repr, eq=eq, order=order, unsafe_hash=unsafe_hash, frozen=frozen ) if _cls is None: return lambda cls: add_schema(dc(cls), base_schema) return add_schema(dc, base_schema) @overload Error: SyntaxError / EOF
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Fixed Code: def dataclass( _cls: Type[_U] = None, *, repr: bool = True, eq: bool = True, order: bool = False, unsafe_hash: bool = False, frozen: bool = False, base_schema: Optional[Type[marshmallow.Schema]] = None, ): """ This decorator does the same as dataclasses.dataclass, but also applies :func:`add_schema`. It adds a `.Schema` attribute to the class object :param base_schema: marshmallow schema used as a base class when deriving dataclass schema >>> @dataclass ... class Artist: ... name: str >>> Artist.Schema Explanation: Complete the truncated code structure
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advanced
|
oop
|
error_fixing
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Pythoncode:Python
| 6
| 0
| 1,365
| false
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\ndef dataclass(\n _cls: Type[_U] = None,\n *,\n repr: bool = True,\n eq: bool = True,\n order: bool = False,\n unsafe_hash: bool = False,\n frozen: bool = False,\n base_schema: Optional[Type[marshmallow.Schema]] = None,\n):\n \"\"\"\n This decorator does the same as dataclasses.dataclass, but also applies :func:`add_schema`.\n It adds a `.Schema` attribute to the class object\n\n :param base_schema: marshmallow schema used as a base class when deriving dataclass schema\n\n >>> @dataclass\n ... class Artist:\n ... name: str\n >>> Artist.Schema\n <class 'marshmallow.schema.Artist'>\n\n >>> from typing import ClassVar\n >>> from marshmallow import Schema\n >>> @dataclass(order=True) # preserve field order\n ... class Point:\n ... x:float\n ... y:float\n ... Schema: ClassVar[Type[Schema]] = Schema # For the type checker\n ...\n >>> Point.Schema().load({'x':0, 'y':0}) # This line can be statically type checked\n Point(x=0.0, y=0.0)\n \"\"\"\n # dataclass's typing doesn't expect it to be called as a function, so ignore type check\n dc = dataclasses.dataclass( # type: ignore\n _cls, repr=repr, eq=eq, order=order, unsafe_hash=unsafe_hash, frozen=frozen\n )\n if _cls is None:\n return lambda cls: add_schema(dc(cls), base_schema)\n return add_schema(dc, base_schema)\n\n\n@overload\n\n Error: SyntaxError / EOF"}, {"role": "assistant", "content": " Fixed Code:\n\n\ndef dataclass(\n _cls: Type[_U] = None,\n *,\n repr: bool = True,\n eq: bool = True,\n order: bool = False,\n unsafe_hash: bool = False,\n frozen: bool = False,\n base_schema: Optional[Type[marshmallow.Schema]] = None,\n):\n \"\"\"\n This decorator does the same as dataclasses.dataclass, but also applies :func:`add_schema`.\n It adds a `.Schema` attribute to the class object\n\n :param base_schema: marshmallow schema used as a base class when deriving dataclass schema\n\n >>> @dataclass\n ... class Artist:\n ... name: str\n >>> Artist.Schema\n\n Explanation: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
b92c7cbb70fbc4dd2dec20c24e021d0f6405bd12
|
TheStack--python--000.parquet
|
Complete this incomplete Pythoncode:Python code: #!/usr/bin/env python3 import sys import asyncio from electrum_trc.network import filter_protocol, Network from electrum_trc.util import create_and_start_event_loop, log_exceptions try: txid = sys.argv[1] except: print("usage: txradar txid") sys.exit(1) ... code continues ...
|
Completion: Missing: Code truncated abruptly - unexpected end of file To complete: • Complete the truncated code structure Example continuation: loop, stopping_fut, loop_thread = create_and_start_event_loop() network = Network() network.start()
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intermediate
|
api
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incomplete_code
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Pythoncode:Python
| 0
| 0
| 268
| true
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\n#!/usr/bin/env python3\nimport sys\nimport asyncio\n\nfrom electrum_trc.network import filter_protocol, Network\nfrom electrum_trc.util import create_and_start_event_loop, log_exceptions\n\n\ntry:\n txid = sys.argv[1]\nexcept:\n print(\"usage: txradar txid\")\n sys.exit(1)\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\nloop, stopping_fut, loop_thread = create_and_start_event_loop()\nnetwork = Network()\nnetwork.start()"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
b92e1fb5ed102dbd1d7dc2d4b0ef720e265a976f
|
TheStack--python--000.parquet
|
Review this Pythoncode:Python code: import sys import typing import numpy as np def solve( n: int, g: np.array, ) -> typing.NoReturn: indeg = np.zeros( n, dtype=np.int64, ) for v in g[:, 1]: indeg[v] += 1 g = g[g[:, 0].argsort()] i = np.searchsorted( g[:, 0], np.arange(n + 1) ) q = [ v for v in range(n) if not indeg[v] ] dist = np.zeros( n, dtype=np.int64, ) for u in q: for j in range( i[u], i[u + 1], ): v = g[j, 1] indeg[v] -= 1 dist[v] = max( dist[v], dist[u] + 1, ) if indeg[v]: continue q.append(v) print(dist.max()) def main() -> typing.NoReturn: n, m = map( int, input().split(), ) g = np.array( sys.stdin.read().split(), dtype=np.int64, ).reshape(m, 2) - 1 solve(n, g) OJ = 'ONLINE_JUDGE' if sys.argv[-1] == OJ: from numba import i8, njit from numba.pycc import CC cc = CC('my_module') fn = solve signature = (i8, i8[:, :]) cc.export( fn.__name__, signature, )(fn) cc.compile() exit(0) from my_module import solve main()
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Code Review: ⚠️ Code quality: Unexpected indentation at line 8 Unexpected indentation at line 9 Unexpected indentation at line 12 Unexpected indentation at line 13 Unexpected indentation at line 14 Unexpected indentation at line 15 Unexpected indentation at line 17 Unexpected indentation at line 18 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 29 Unexpected indentation at line 30 Unexpected indentation at line 32 Unexpected indentation at line 33 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 49 Unexpected indentation at line 50 Unexpected indentation at line 51 Unexpected indentation at line 52 Unexpected indentation at line 53 Unexpected indentation at line 54 Unexpected indentation at line 55 Unexpected indentation at line 61 Unexpected indentation at line 62 Unexpected indentation at line 65 Unexpected indentation at line 68 Unexpected indentation at line 69 Unexpected indentation at line 70 Unexpected indentation at line 73 ✨ Improvements: Add docstring to function 'solve' Remove debug print() at line 43 before production
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intermediate
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machine_learning
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code_review
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Pythoncode:Python
| 2
| 0
| 1,091
| true
|
[{"role": "user", "content": "Review this Pythoncode:Python code:\nimport sys\nimport typing\n\nimport numpy as np\n\n\ndef solve(\n n: int,\n g: np.array,\n) -> typing.NoReturn:\n indeg = np.zeros(\n n,\n dtype=np.int64,\n )\n for v in g[:, 1]:\n indeg[v] += 1\n g = g[g[:, 0].argsort()]\n i = np.searchsorted(\n g[:, 0],\n np.arange(n + 1)\n )\n q = [\n v for v in range(n)\n if not indeg[v]\n ]\n dist = np.zeros(\n n,\n dtype=np.int64,\n )\n for u in q:\n for j in range(\n i[u], i[u + 1],\n ):\n v = g[j, 1]\n indeg[v] -= 1\n dist[v] = max(\n dist[v],\n dist[u] + 1,\n )\n if indeg[v]: continue\n q.append(v)\n\n print(dist.max())\n\n\n\ndef main() -> typing.NoReturn:\n n, m = map(\n int, input().split(),\n )\n g = np.array(\n sys.stdin.read().split(),\n dtype=np.int64,\n ).reshape(m, 2) - 1\n solve(n, g)\n\n\nOJ = 'ONLINE_JUDGE'\nif sys.argv[-1] == OJ:\n from numba import i8, njit\n from numba.pycc import CC\n cc = CC('my_module')\n\n fn = solve\n signature = (i8, i8[:, :])\n\n cc.export(\n fn.__name__,\n signature,\n )(fn)\n\n cc.compile()\n exit(0)\n\n\nfrom my_module import solve\n\nmain()"}, {"role": "assistant", "content": " Code Review:\n\n\n\u26a0\ufe0f Code quality:\n Unexpected indentation at line 8\n Unexpected indentation at line 9\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 17\n Unexpected indentation at line 18\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 29\n Unexpected indentation at line 30\n Unexpected indentation at line 32\n Unexpected indentation at line 33\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 49\n Unexpected indentation at line 50\n Unexpected indentation at line 51\n Unexpected indentation at line 52\n Unexpected indentation at line 53\n Unexpected indentation at line 54\n Unexpected indentation at line 55\n Unexpected indentation at line 61\n Unexpected indentation at line 62\n Unexpected indentation at line 65\n Unexpected indentation at line 68\n Unexpected indentation at line 69\n Unexpected indentation at line 70\n Unexpected indentation at line 73\n\n\u2728 Improvements:\n Add docstring to function 'solve'\n Remove debug print() at line 43 before production"}]
| false
| null | null | null |
b92ef9143bb84fe6d37501129ff559d015cf231e
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: from datetime import datetime from pypylon import pylon import nimmAuf import smbus2 import os import argparse import bestimmeVolumen from threading import Thread import time programmstart = time.time() # Argumente parsen (bei Aufruf im Terminal z.B. 'starteMessung.py -n 100' eingeben) ap = argparse.ArgumentParser(description="""Skript zum Aufnehmen von Bildern der Teststrecke und der Volumenbestimmung von Luftblasen""") ap.add_argument("-n", "--number", default=400, type=int, help="Anzahl an Frames die aufgenommen werden sollen. Default: 400 Bilder") ap.add_argument("-fr", "--framerate", default=100, type=int, help="Framerate in fps. Richtwerte: <Flow 3 ml/s:50 fps, 3-6ml/s:100
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Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Detected Errors: • Code truncated in middle of expression - unexpected EOF • Unterminated string literal at line 14 • Unclosed '(' at line 17 - expected ')' Fix: Complete the truncated code structure
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intermediate
|
testing
|
error_detection
|
Pythoncode:Python
| 0
| 0
| 734
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nfrom datetime import datetime\nfrom pypylon import pylon\nimport nimmAuf\nimport smbus2\nimport os\nimport argparse\nimport bestimmeVolumen\nfrom threading import Thread\nimport time\n\n\nprogrammstart = time.time()\n# Argumente parsen (bei Aufruf im Terminal z.B. 'starteMessung.py -n 100' eingeben)\nap = argparse.ArgumentParser(description=\"\"\"Skript zum Aufnehmen von Bildern der Teststrecke und der \n Volumenbestimmung von Luftblasen\"\"\")\nap.add_argument(\"-n\", \"--number\", default=400, type=int, help=\"Anzahl an Frames die aufgenommen werden sollen. Default: 400 Bilder\")\nap.add_argument(\"-fr\", \"--framerate\", default=100, type=int, help=\"Framerate in fps. Richtwerte: <Flow 3 ml/s:50 fps, 3-6ml/s:100"}, {"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 14\n \u2022 Unclosed '(' at line 17 - expected ')'\n\n Fix: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
b930187de467bdc99d38231d4b217f6589a62613
|
TheStack--python--000.parquet
|
Complete this Pythoncode:Python code: import os import tempfile def hasOnePointInside(bigRect, minRect): # хотя бы одна точка лежит внутри minY, minX, maxY, maxX = bigRect y1, x1, y2, x2 = minRect a = (minY <= y1 <= maxY) b = (minX <= x1 <= maxX) c = (minY <= y2 <= maxY) d = (minX <= x2 <= maxX) return a or b or c or d def isCompletelyInside(bigRect, minRect): # объект полностью внутри прямоугольника y1, x1, y2, x2 = bigRect minX = x1 minY = y1 # вроде верно maxX = x2 maxY = y2 y1, x1, y2, x2 = minRect a = (minY <= y1 <= maxY) b = (minX <= x1 <= maxX) c = (minY <= y2 <= maxY) d = (minX <= x2 <= maxX) return a and b and c and d # если тру, то объект полностью внутри большого прямоугольника def isPartiallyInside(bigRect, minRect, innerPercent=0.5): # объект частично внутри прямоугольника bigLUy, bigLUx, bigRDy, bigRDx = bigRect minLUy, minLUx, minRDy, minRDx = minRect fullSquare = (minLUy - minRDy) * (minRDx - minLUx) # не уверен что правильно # Не уверен в ифах if bigLUy < minLUy: minLUy = bigLUy if bigRDy < minRDy: minRDy = bigRDy if bigLUx > minLUx: minLUx = bigLUx if bigRDx > minRDx: minRDx = bigRDx inObjSquare = (minLUy - minRDy) * (minRDx - minLUx) return inObjSquare / fullSquare >= innerPercent def createGraphic(imagePath: str, searchRect: list, objectsListRect: list): import matplotlib.pyplot as plt from PIL import Image import numpy as np import matplotlib.patches as patches im = np.array(Image.open(imagePath), dtype=np.uint8) fig, ax = plt.subplots(1) ax.imshow(im) bigRect = Rectangle(searchRect) minRects = [Rectangle(i) for i in objectsListRect]
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rect = patches.Rectangle(*bigRect.getMTparam(), linewidth=1, edgecolor='g', facecolor='None') ax.add_patch(rect) for i in minRects: rect = patches.Rectangle(*i.getMTparam(), linewidth=1, edgecolor='r', facecolor='none') ax.add_patch(rect) temp = tempfile.NamedTemporaryFile() path = os.path.join(os.getcwd(), temp.name) plt.savefig(path) return os.path.split(temp.name + ".png") class Rectangle: LDx = 0 LDy = 0 RUx = 0 RUy = 0 def __init__(self, coordinates: list): if len(coordinates) != 4: raise ValueError("Нужно подавать координаты(х,у) двух противоложных вершин") if coordinates[0] >= coordinates[2] or coordinates[1] >= coordinates[3]: raise ValueError( "Неверно заданы вершины, сначала подаются 2 координаты нижнего левого угла, потом верхнего правого") self.LDx, self.LDy, self.RUx, self.RUy = coordinates def getWidth(self): return self.RUx - self.LDx def getHeight(self): return self.RUy - self.LDy def getLUx(self): return self.LDx def getLUy(self): return self.RUy ... [2 more functiondefs truncated] ...
|
advanced
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ui
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code_completion
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Pythoncode:Python
| 9
| 1
| 2,957
| true
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\nimport os\nimport tempfile\n\n\ndef hasOnePointInside(bigRect, minRect): # \u0445\u043e\u0442\u044f \u0431\u044b \u043e\u0434\u043d\u0430 \u0442\u043e\u0447\u043a\u0430 \u043b\u0435\u0436\u0438\u0442 \u0432\u043d\u0443\u0442\u0440\u0438\n minY, minX, maxY, maxX = bigRect\n y1, x1, y2, x2 = minRect\n\n a = (minY <= y1 <= maxY)\n b = (minX <= x1 <= maxX)\n c = (minY <= y2 <= maxY)\n d = (minX <= x2 <= maxX)\n\n return a or b or c or d\n\n\ndef isCompletelyInside(bigRect, minRect): # \u043e\u0431\u044a\u0435\u043a\u0442 \u043f\u043e\u043b\u043d\u043e\u0441\u0442\u044c\u044e \u0432\u043d\u0443\u0442\u0440\u0438 \u043f\u0440\u044f\u043c\u043e\u0443\u0433\u043e\u043b\u044c\u043d\u0438\u043a\u0430\n y1, x1, y2, x2 = bigRect\n minX = x1\n minY = y1 # \u0432\u0440\u043e\u0434\u0435 \u0432\u0435\u0440\u043d\u043e\n maxX = x2\n maxY = y2\n\n y1, x1, y2, x2 = minRect\n\n a = (minY <= y1 <= maxY)\n b = (minX <= x1 <= maxX)\n c = (minY <= y2 <= maxY)\n d = (minX <= x2 <= maxX)\n\n return a and b and c and d # \u0435\u0441\u043b\u0438 \u0442\u0440\u0443, \u0442\u043e \u043e\u0431\u044a\u0435\u043a\u0442 \u043f\u043e\u043b\u043d\u043e\u0441\u0442\u044c\u044e \u0432\u043d\u0443\u0442\u0440\u0438 \u0431\u043e\u043b\u044c\u0448\u043e\u0433\u043e \u043f\u0440\u044f\u043c\u043e\u0443\u0433\u043e\u043b\u044c\u043d\u0438\u043a\u0430\n\n\ndef isPartiallyInside(bigRect, minRect, innerPercent=0.5): # \u043e\u0431\u044a\u0435\u043a\u0442 \u0447\u0430\u0441\u0442\u0438\u0447\u043d\u043e \u0432\u043d\u0443\u0442\u0440\u0438 \u043f\u0440\u044f\u043c\u043e\u0443\u0433\u043e\u043b\u044c\u043d\u0438\u043a\u0430\n bigLUy, bigLUx, bigRDy, bigRDx = bigRect\n minLUy, minLUx, minRDy, minRDx = minRect\n fullSquare = (minLUy - minRDy) * (minRDx - minLUx) # \u043d\u0435 \u0443\u0432\u0435\u0440\u0435\u043d \u0447\u0442\u043e \u043f\u0440\u0430\u0432\u0438\u043b\u044c\u043d\u043e\n # \u041d\u0435 \u0443\u0432\u0435\u0440\u0435\u043d \u0432 \u0438\u0444\u0430\u0445\n if bigLUy < minLUy:\n minLUy = bigLUy\n if bigRDy < minRDy:\n minRDy = bigRDy\n if bigLUx > minLUx:\n minLUx = bigLUx\n if bigRDx > minRDx:\n minRDx = bigRDx\n inObjSquare = (minLUy - minRDy) * (minRDx - minLUx)\n return inObjSquare / fullSquare >= innerPercent\n\n\ndef createGraphic(imagePath: str, searchRect: list, objectsListRect: list):\n import matplotlib.pyplot as plt\n from PIL import Image\n import numpy as np\n import matplotlib.patches as patches\n\n im = np.array(Image.open(imagePath), dtype=np.uint8)\n fig, ax = plt.subplots(1)\n ax.imshow(im)\n\n bigRect = Rectangle(searchRect)\n minRects = [Rectangle(i) for i in objectsListRect]"}, {"role": "assistant", "content": "\n rect = patches.Rectangle(*bigRect.getMTparam(), linewidth=1, edgecolor='g', facecolor='None')\n ax.add_patch(rect)\n\n for i in minRects:\n rect = patches.Rectangle(*i.getMTparam(), linewidth=1, edgecolor='r', facecolor='none')\n ax.add_patch(rect)\n\n temp = tempfile.NamedTemporaryFile()\n path = os.path.join(os.getcwd(), temp.name)\n plt.savefig(path)\n\n return os.path.split(temp.name + \".png\")\n\n\nclass Rectangle:\n LDx = 0\n LDy = 0\n RUx = 0\n RUy = 0\n\n def __init__(self, coordinates: list):\n if len(coordinates) != 4:\n raise ValueError(\"\u041d\u0443\u0436\u043d\u043e \u043f\u043e\u0434\u0430\u0432\u0430\u0442\u044c \u043a\u043e\u043e\u0440\u0434\u0438\u043d\u0430\u0442\u044b(\u0445,\u0443) \u0434\u0432\u0443\u0445 \u043f\u0440\u043e\u0442\u0438\u0432\u043e\u043b\u043e\u0436\u043d\u044b\u0445 \u0432\u0435\u0440\u0448\u0438\u043d\")\n if coordinates[0] >= coordinates[2] or coordinates[1] >= coordinates[3]:\n raise ValueError(\n \"\u041d\u0435\u0432\u0435\u0440\u043d\u043e \u0437\u0430\u0434\u0430\u043d\u044b \u0432\u0435\u0440\u0448\u0438\u043d\u044b, \u0441\u043d\u0430\u0447\u0430\u043b\u0430 \u043f\u043e\u0434\u0430\u044e\u0442\u0441\u044f 2 \u043a\u043e\u043e\u0440\u0434\u0438\u043d\u0430\u0442\u044b \u043d\u0438\u0436\u043d\u0435\u0433\u043e \u043b\u0435\u0432\u043e\u0433\u043e \u0443\u0433\u043b\u0430, \u043f\u043e\u0442\u043e\u043c \u0432\u0435\u0440\u0445\u043d\u0435\u0433\u043e \u043f\u0440\u0430\u0432\u043e\u0433\u043e\")\n self.LDx, self.LDy, self.RUx, self.RUy = coordinates\n\n def getWidth(self):\n return self.RUx - self.LDx\n\n def getHeight(self):\n return self.RUy - self.LDy\n\n def getLUx(self):\n return self.LDx\n\n def getLUy(self):\n return self.RUy\n\n\n ... [2 more functiondefs truncated] ..."}]
| false
| null | null | null |
b93050ad4c3c78860eb79accbddb8566a673cb7e
|
TheStack--python--000.parquet
|
Explain this Pythoncode:Python code: # # PySNMP MIB module EXTREME-RTSTATS-MIB (http://snmplabs.com/pysmi) # ASN.1 source file:///Users/davwang4/Dev/mibs.snmplabs.com/asn1/EXTREME-BASE-MIB # Produced by pysmi-0.3.4 at Mon Apr 29 18:53:03 2019 # On host DAVWANG4-M-1475 platform Darwin version 18.5.0 by user davwang4 # Using Python version 3.7.3 (default, Mar 27 2019, 09:23:15) #
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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
| 0
| 0
| 344
| false
|
[{"role": "user", "content": "Explain this Pythoncode:Python code:\n#\n# PySNMP MIB module EXTREME-RTSTATS-MIB (http://snmplabs.com/pysmi)\n# ASN.1 source file:///Users/davwang4/Dev/mibs.snmplabs.com/asn1/EXTREME-BASE-MIB\n# Produced by pysmi-0.3.4 at Mon Apr 29 18:53:03 2019\n# On host DAVWANG4-M-1475 platform Darwin version 18.5.0 by user davwang4\n# Using Python version 3.7.3 (default, Mar 27 2019, 09:23:15) \n#"}, {"role": "assistant", "content": " This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
b9312660991c249b5bd6faf4ead63f4150e99b7e
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TheStack--python--000.parquet
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Explain this Pythoncode:Python code: from goopylib.objects.GraphicsObject import GraphicsObject from goopylib.styles import * class BBox(GraphicsObject): # Internal base class for objects represented by bounding box # (opposite corners) Line segment is a degenerate case. resizing_objects = [] def __init__(self, p1, p2, bounds=None, fill=None, outline=None, outline_width=None, cursor="arrow", layer=0, tag=None): self.p1 = p1 self.p2 = p2 # These make sure that the p2 is 'after' p1, ie the x & y value of p2 is greater than that of p1 if self.p1[0] > self.p2[0]: # Checking if p1's x value is greater than p2's. If so, then swap the values self.p1[0], self.p2[0] = self.p2[0], self.p1[0] if self.p1[1] > self.p2[1]: # Checking if p1's y value is greater than p2's. If so, then swap the values self.p1[1], self.p2[1] = self.p2[1], self.p1[1] self.anchor = [(self.p1[0] + self.p2[0]) // 2, (self.p1[1] + self.p2[1]) // 2] GraphicsObject.__init__(self, options=(), cursor=cursor, layer=layer, bounds=bounds, tag=tag) # abs(p2[0] - p1[0]) is not required because the p2 value is always greater than or equal to the p1 value self.width = self.p2[0] - self.p1[0] self.height = self.p2[1] - self.p1[1] self.min_width = None self.min_height = None self.max_width = None self.max_height = None self.resizing_bounds = {} self.is_resizing = {} self.bounds_thickness = 0 if fill is None: self.fill = STYLES["default"]["fill"] elif isinstance(fill, Colour): # Checking if the option is a colour self.fill = fill else: # If not, raise an error raise GraphicsError(f"\n\nGraphicsError: The Rectangle fill must be a Colour object , not {fill}") if outline is None: self.outline = STYLES["default"]["outline"] elif isinstance(outline, Colour): # Checking if the option is a colour self.outline = outline else: # If not, raise an error raise GraphicsError(f"\n\nGraphicsError: The rectangle outline must be a Colour object , not {outline}") if outline_width is None: self.outline_width = STYLES["default"]["width"] elif isinstance(outline_width, int): # Checking if the option is an integer self.outline_width = outline_width else: # If not, raise an error raise GraphicsError(f"\n\nGraphicsError: The rectangle outline width must be an integer, not {outline_width}") def __repr__(self): return "_BBox" def _set_resizable(self, resizables, top_bounds=None, bottom_bounds=None, left_bounds=None, right_bounds=None, thickness=10): """Override in subclasses""" pass ... [26 more functiondefs truncated] ...
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Functions: __init__, __repr__, _set_resizable Classes: BBox This code demonstrates Pythoncode:Python programming.
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advanced
|
ui
|
code_explanation
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Pythoncode:Python
| 3
| 1
| 2,925
| true
|
[{"role": "user", "content": "Explain this Pythoncode:Python code:\nfrom goopylib.objects.GraphicsObject import GraphicsObject\n\nfrom goopylib.styles import *\n\n\nclass BBox(GraphicsObject):\n # Internal base class for objects represented by bounding box\n # (opposite corners) Line segment is a degenerate case.\n\n resizing_objects = []\n\n def __init__(self, p1, p2, bounds=None, fill=None, outline=None, outline_width=None, cursor=\"arrow\", layer=0,\n tag=None):\n\n self.p1 = p1\n self.p2 = p2\n\n # These make sure that the p2 is 'after' p1, ie the x & y value of p2 is greater than that of p1\n if self.p1[0] > self.p2[0]: # Checking if p1's x value is greater than p2's. If so, then swap the values\n self.p1[0], self.p2[0] = self.p2[0], self.p1[0]\n if self.p1[1] > self.p2[1]: # Checking if p1's y value is greater than p2's. If so, then swap the values\n self.p1[1], self.p2[1] = self.p2[1], self.p1[1]\n\n self.anchor = [(self.p1[0] + self.p2[0]) // 2, (self.p1[1] + self.p2[1]) // 2]\n\n GraphicsObject.__init__(self, options=(), cursor=cursor, layer=layer, bounds=bounds, tag=tag)\n\n # abs(p2[0] - p1[0]) is not required because the p2 value is always greater than or equal to the p1 value\n self.width = self.p2[0] - self.p1[0]\n self.height = self.p2[1] - self.p1[1]\n\n self.min_width = None\n self.min_height = None\n self.max_width = None\n self.max_height = None\n\n self.resizing_bounds = {}\n self.is_resizing = {}\n self.bounds_thickness = 0\n \n if fill is None:\n self.fill = STYLES[\"default\"][\"fill\"]\n elif isinstance(fill, Colour): # Checking if the option is a colour\n self.fill = fill\n else: # If not, raise an error\n raise GraphicsError(f\"\\n\\nGraphicsError: The Rectangle fill must be a Colour object , not {fill}\")\n\n if outline is None:\n self.outline = STYLES[\"default\"][\"outline\"]\n elif isinstance(outline, Colour): # Checking if the option is a colour\n self.outline = outline\n else: # If not, raise an error\n raise GraphicsError(f\"\\n\\nGraphicsError: The rectangle outline must be a Colour object , not {outline}\")\n\n if outline_width is None:\n self.outline_width = STYLES[\"default\"][\"width\"]\n elif isinstance(outline_width, int): # Checking if the option is an integer\n self.outline_width = outline_width\n else: # If not, raise an error\n raise GraphicsError(f\"\\n\\nGraphicsError: The rectangle outline width must be an integer, not {outline_width}\")\n\n def __repr__(self):\n return \"_BBox\"\n\n def _set_resizable(self, resizables, top_bounds=None, bottom_bounds=None, left_bounds=None, right_bounds=None,\n thickness=10):\n \"\"\"Override in subclasses\"\"\"\n pass\n\n\n ... [26 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Functions: __init__, __repr__, _set_resizable\n Classes: BBox\n This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
b931a37de7e1f1ed0fc213effed503351b163f01
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TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: # https://www.acmicpc.net/problem/1260 n, m, v = map(int, input().split()) graph = [[0] * (n+1) for _ in range(n+1)] visit = [False] * (n+1) for _ in range(m): R, C = map(int, input().split()) graph[R][C] = 1 graph[C][R] = 1 def dfs(v): visit[v] = True print(v, end=" ") for i in range(1, n+1): if not visit[i] and graph[v][i]==1: dfs(i) def bfs(v): queue = [v] visit[v] = False while queue: v = q
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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
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Pythoncode:Python
| 2
| 0
| 468
| false
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\n# https://www.acmicpc.net/problem/1260\n\nn, m, v = map(int, input().split())\ngraph = [[0] * (n+1) for _ in range(n+1)]\nvisit = [False] * (n+1)\n\nfor _ in range(m):\n R, C = map(int, input().split())\n graph[R][C] = 1\n graph[C][R] = 1\n\ndef dfs(v):\n visit[v] = True\n print(v, end=\" \")\n\n for i in range(1, n+1):\n if not visit[i] and graph[v][i]==1:\n dfs(i)\n\ndef bfs(v):\n queue = [v]\n visit[v] = False\n\n while queue:\n v = q"}, {"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
|
b931c0b51c15ef9d8f1fe028562964e4cc16bd70
|
TheStack--python--000.parquet
|
Complete this Pythoncode:Python code: class Solution: def modifyString(self, s: str) -> str: s = list(s) for i in range(len(s)): if s[i] == "?": for c in "abc":
|
if (i == 0 or s[i-1] != c) and (i+1 == len(s) or s[i+1] != c): s[i] = c break return "".join(s)
|
intermediate
|
oop
|
code_completion
|
Pythoncode:Python
| 1
| 1
| 347
| false
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\nclass Solution:\n def modifyString(self, s: str) -> str:\n s = list(s)\n for i in range(len(s)):\n if s[i] == \"?\": \n for c in \"abc\":"}, {"role": "assistant", "content": "\n if (i == 0 or s[i-1] != c) and (i+1 == len(s) or s[i+1] != c): \n s[i] = c\n break \n return \"\".join(s)"}]
| false
| null | null | null |
b932e9aa7c1cc0da8573d5baaf3b16b4549529cd
|
TheStack--python--000.parquet
|
Fix this broken Pythoncode:Python code: """ Testing helper functions ======================= Collection of helper functions for the testing suite. """ from datetime import datetime import numpy as np import pytest import pysteps as stp from pysteps import io, rcparams def get_precipitation_fields(num_prev_files=0): """Get a precipitation field from the archive to be used as reference.""" # Selected case date = datetime.strptime("201505151630", "%Y%m%d%H%M") data_source = rcparams.data_sources["mch"] root_path = data_source["root_path"] path_fmt = data_source["path_fmt"] fn_pattern = data_source["fn_pattern"] fn_ext = data_source["fn_ext"] importer_name = data_source["importer"] importer_kwargs = data_source["importer_kwargs"] # Find the input files from the archive fns = io.archive.find_by_date(date, root_path, path_fmt, fn_pattern, fn_ext, timestep=5, num_prev_files=num_prev_files) # Read the radar composites importer = io.get_method(importer_name, "importer") reference_field, quality, metadata = io.read_timeseries(fns, importer, **importer_kwargs) Error: SyntaxError / EOF
|
Fixed Code: """ Testing helper functions ======================= Collection of helper functions for the testing suite. """ from datetime import datetime import numpy as np import pytest import pysteps as stp from pysteps import io, rcparams def get_precipitation_fields(num_prev_files=0): """Get a precipitation field from the archive to be used as reference.""" # Selected case date = datetime.strptime("201505151630", "%Y%m%d%H%M") Explanation: Complete the truncated code structure
|
intermediate
|
testing
|
error_fixing
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Pythoncode:Python
| 2
| 0
| 1,188
| true
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\n\"\"\"\nTesting helper functions\n=======================\n\nCollection of helper functions for the testing suite.\n\"\"\"\nfrom datetime import datetime\n\nimport numpy as np\nimport pytest\n\nimport pysteps as stp\nfrom pysteps import io, rcparams\n\n\ndef get_precipitation_fields(num_prev_files=0):\n \"\"\"Get a precipitation field from the archive to be used as reference.\"\"\"\n\n # Selected case\n date = datetime.strptime(\"201505151630\", \"%Y%m%d%H%M\")\n data_source = rcparams.data_sources[\"mch\"]\n\n root_path = data_source[\"root_path\"]\n path_fmt = data_source[\"path_fmt\"]\n fn_pattern = data_source[\"fn_pattern\"]\n fn_ext = data_source[\"fn_ext\"]\n importer_name = data_source[\"importer\"]\n importer_kwargs = data_source[\"importer_kwargs\"]\n\n # Find the input files from the archive\n fns = io.archive.find_by_date(date, root_path, path_fmt, fn_pattern, fn_ext,\n timestep=5, num_prev_files=num_prev_files)\n\n # Read the radar composites\n importer = io.get_method(importer_name, \"importer\")\n reference_field, quality, metadata = io.read_timeseries(fns, importer,\n **importer_kwargs)\n\n Error: SyntaxError / EOF"}, {"role": "assistant", "content": " Fixed Code:\n\n\n\"\"\"\nTesting helper functions\n=======================\n\nCollection of helper functions for the testing suite.\n\"\"\"\nfrom datetime import datetime\n\nimport numpy as np\nimport pytest\n\nimport pysteps as stp\nfrom pysteps import io, rcparams\n\n\ndef get_precipitation_fields(num_prev_files=0):\n \"\"\"Get a precipitation field from the archive to be used as reference.\"\"\"\n\n # Selected case\n date = datetime.strptime(\"201505151630\", \"%Y%m%d%H%M\")\n\n Explanation: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
b9341a63382a080379eb1fbad26490deed5a76c6
|
TheStack--python--000.parquet
|
Complete this Pythoncode:Python code: # Copyright 2012 Google Inc. 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. # 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. def can_pick_all_locales(app_context): return roles.Roles.is_user_allowed( app_context, custom_module, All_LOCALES_PERMISSION) def can_see_drafts(app_context): return roles.Roles.is_user_allowed( app_context, custom_module, SEE_DRAFTS_PERMISSION)
|
def register_module(): """Registers this module in the registry.""" def on_module_enabled(): roles.Roles.register_permissions(custom_module, permissions_callback) resource.Registry.register(resources_display.ResourceCourseSettings) resource.Registry.register(resources_display.ResourceUnit) resource.Registry.register(resources_display.ResourceAssessment) resource.Registry.register(resources_display.ResourceLink) resource.Registry.register(resources_display.ResourceLesson) resource.Registry.register(utils.ResourceHtmlHook) ... [1 more functiondefs truncated] ...
|
intermediate
|
api
|
code_completion
|
Pythoncode:Python
| 4
| 0
| 1,513
| false
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\n# Copyright 2012 Google Inc. All Rights Reserved.\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\ndef can_pick_all_locales(app_context):\n return roles.Roles.is_user_allowed(\n app_context, custom_module, All_LOCALES_PERMISSION)\n\n\ndef can_see_drafts(app_context):\n return roles.Roles.is_user_allowed(\n app_context, custom_module, SEE_DRAFTS_PERMISSION)"}, {"role": "assistant", "content": "\n\n\ndef register_module():\n \"\"\"Registers this module in the registry.\"\"\"\n\n def on_module_enabled():\n roles.Roles.register_permissions(custom_module, permissions_callback)\n resource.Registry.register(resources_display.ResourceCourseSettings)\n resource.Registry.register(resources_display.ResourceUnit)\n resource.Registry.register(resources_display.ResourceAssessment)\n resource.Registry.register(resources_display.ResourceLink)\n resource.Registry.register(resources_display.ResourceLesson)\n resource.Registry.register(utils.ResourceHtmlHook)\n\n\n ... [1 more functiondefs truncated] ..."}]
| false
| null | null | null |
b934cd0c4d4115b02def19c6bd570d1877b158cd
|
TheStack--python--000.parquet
|
Debug this Pythoncode:Python code: # -*- coding: utf-8 -*- # # michael a.g. aïvázis <michael.aivazis@para-sim.com> # (c) 1998-2021 all rights reserved # support import merlin # the manager of intermediate and final build products class PrefixLayout(merlin.protocol, family="merlin.layouts.prefix"): """ The manager of the all build products, both final and intermediate disposables """ # required state bin = merlin.properties.path() bin.doc = "the location of executables" config = merlin.properties.path() config.doc = "global package configuration files" doc = merlin.properties.path() doc.doc = "package documentation" etc = merlin.properties.path() etc.doc = "host specific files" include = merlin.properties.path() include.doc = "library header files" lib = merlin.properties.path() lib.doc = "libraries" libexec = merlin.properties.path() libexec.doc = "binaries that are meant to be used by other packages" share = merlin.properties.path() share.doc = "architecture independent package files" var = merlin.properties.path() var.doc = "runtime files" # framework hooks @classmethod def pyre_default(cls, **kwds): """ Specify the default implementation """ # choose the default implementer return merlin.components.fhs # end of file
|
Code analysis results: 🔴 Errors found: Unterminated string literal at line 13 ⚠️ Warnings: Unexpected indentation at line 14 Unexpected indentation at line 15 Unexpected indentation at line 19 Unexpected indentation at line 20 💡 Suggestions: Add closing quote at line 13
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advanced
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ui
|
debugging
|
Pythoncode:Python
| 1
| 1
| 1,362
| true
|
[{"role": "user", "content": "Debug this Pythoncode:Python code:\n# -*- coding: utf-8 -*-\n#\n# michael a.g. a\u00efv\u00e1zis <michael.aivazis@para-sim.com>\n# (c) 1998-2021 all rights reserved\n\n\n# support\nimport merlin\n\n\n# the manager of intermediate and final build products\nclass PrefixLayout(merlin.protocol, family=\"merlin.layouts.prefix\"):\n \"\"\"\n The manager of the all build products, both final and intermediate disposables\n \"\"\"\n\n\n # required state\n bin = merlin.properties.path()\n bin.doc = \"the location of executables\"\n\n config = merlin.properties.path()\n config.doc = \"global package configuration files\"\n\n doc = merlin.properties.path()\n doc.doc = \"package documentation\"\n\n etc = merlin.properties.path()\n etc.doc = \"host specific files\"\n\n include = merlin.properties.path()\n include.doc = \"library header files\"\n\n lib = merlin.properties.path()\n lib.doc = \"libraries\"\n\n libexec = merlin.properties.path()\n libexec.doc = \"binaries that are meant to be used by other packages\"\n\n share = merlin.properties.path()\n share.doc = \"architecture independent package files\"\n\n var = merlin.properties.path()\n var.doc = \"runtime files\"\n\n\n # framework hooks\n @classmethod\n def pyre_default(cls, **kwds):\n \"\"\"\n Specify the default implementation\n \"\"\"\n # choose the default implementer\n return merlin.components.fhs\n\n\n# end of file"}, {"role": "assistant", "content": " Code analysis results:\n\n\n\ud83d\udd34 Errors found:\n Unterminated string literal at line 13\n\n\u26a0\ufe0f Warnings:\n Unexpected indentation at line 14\n Unexpected indentation at line 15\n Unexpected indentation at line 19\n Unexpected indentation at line 20\n\n\ud83d\udca1 Suggestions:\n Add closing quote at line 13"}]
| false
| null | null | null |
b934ce47dae53d305023f829683b8ba6f625367b
|
TheStack--python--000.parquet
|
Review this Pythoncode:Python code: ########################################################################## # # Copyright (c) 2011, Image Engine Design Inc. All rights reserved. # # Redistribution and use in source and binary forms, with or without # modification, are permitted provided that the following conditions are # met: # # * Redistributions of source code must retain the above copyright # notice, this list of conditions and the following disclaimer. # # * Redistributions in binary form must reproduce the above copyright # notice, this list of conditions and the following disclaimer in the # documentation and/or other materials provided with the distribution. # # * Neither the name of Image Engine Design nor the names of any # other contributors to this software may be used to endorse or # promote products derived from this software without specific prior # written permission. # # THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS # IS" AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, # THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR # PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT OWNER OR # CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, # EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, # PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR # PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF # LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING # NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS # SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. # ########################################################################## import maya.cmds import IECore import IECoreImage import IECoreMaya class ImageConverterTest( IECoreMaya.TestCase ) : def test( self ) : imageA = IECore.Reader.create( "test/IECoreImage/data/exr/colorBarsWithAlpha.exr" ).read() toMaya = IECoreMaya.ToMayaImageConverter( imageA ) mImage = maya.OpenMaya.MImage() toMaya.convert( mImage ) fromMaya = IECoreMaya.FromMayaImageConverter( mImage ) imageB = fromMaya.convert() self.assertFalse( IECoreImage.ImageDiffOp()( imageA=imageA, imageB=imageB, maxError=1.0/256 ).value ) if __name__ == "__main__": IECoreMaya.TestProgram()
|
Code Review: ❌ Critical issues: Unterminated string literal at line 21 Block at line 7 has no indented body Block at line 41 has no indented body Block at line 43 has no indented body ⚠️ Code quality: Unexpected indentation at line 50 Unexpected indentation at line 53 Potential division by zero - add validation ✨ Improvements: Add closing quote at line 21 Add docstring to class 'ImageConverterTest' Add docstring to function 'test'
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advanced
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testing
|
code_review
|
Pythoncode:Python
| 1
| 1
| 2,389
| true
|
[{"role": "user", "content": "Review this Pythoncode:Python code:\n##########################################################################\n#\n# Copyright (c) 2011, Image Engine Design Inc. All rights reserved.\n#\n# Redistribution and use in source and binary forms, with or without\n# modification, are permitted provided that the following conditions are\n# met:\n#\n# * Redistributions of source code must retain the above copyright\n# notice, this list of conditions and the following disclaimer.\n#\n# * Redistributions in binary form must reproduce the above copyright\n# notice, this list of conditions and the following disclaimer in the\n# documentation and/or other materials provided with the distribution.\n#\n# * Neither the name of Image Engine Design nor the names of any\n# other contributors to this software may be used to endorse or\n# promote products derived from this software without specific prior\n# written permission.\n#\n# THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS \"AS\n# IS\" AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO,\n# THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR\n# PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT OWNER OR\n# CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL,\n# EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO,\n# PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR\n# PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF\n# LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING\n# NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS\n# SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.\n#\n##########################################################################\n\nimport maya.cmds\n\nimport IECore\nimport IECoreImage\nimport IECoreMaya\n\nclass ImageConverterTest( IECoreMaya.TestCase ) :\n\n\tdef test( self ) :\n\n\t\timageA = IECore.Reader.create( \"test/IECoreImage/data/exr/colorBarsWithAlpha.exr\" ).read()\n\n\t\ttoMaya = IECoreMaya.ToMayaImageConverter( imageA )\n\n\t\tmImage = maya.OpenMaya.MImage()\n\t\ttoMaya.convert( mImage )\n\n\t\tfromMaya = IECoreMaya.FromMayaImageConverter( mImage )\n\t\timageB = fromMaya.convert()\n\n\t\tself.assertFalse(\n\n\t\t\tIECoreImage.ImageDiffOp()( imageA=imageA, imageB=imageB, maxError=1.0/256 ).value\n\n\t\t)\n\nif __name__ == \"__main__\":\n\tIECoreMaya.TestProgram()"}, {"role": "assistant", "content": " Code Review:\n\n\n\u274c Critical issues:\n Unterminated string literal at line 21\n Block at line 7 has no indented body\n Block at line 41 has no indented body\n Block at line 43 has no indented body\n\n\u26a0\ufe0f Code quality:\n Unexpected indentation at line 50\n Unexpected indentation at line 53\n Potential division by zero - add validation\n\n\u2728 Improvements:\n Add closing quote at line 21\n Add docstring to class 'ImageConverterTest'\n Add docstring to function 'test'"}]
| false
| null | null | null |
b9355080468a287acd9198671ea28f44a47c9a46
|
TheStack--python--000.parquet
|
Complete this incomplete Pythoncode:Python code: # Copyright (c) 2021, NVIDIA CORPORATION. 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. # 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 shutil import torch from omegaconf import OmegaConf from pytorch_lightning import Trainer from pytorch_lightning.utilities.distributed import rank_zero_only from nemo.core import ModelPT from nemo.utils import logging from nemo.utils.exp_manager import ExpManagerConfig, exp_manager class OnesDataset(torch.utils.data.Dataset): def __init__(self, dataset_len): super().__init__() self.__dataset_len = dataset_len def __getitem__(self, *args): return torch.ones(2) def __len__(self): return self.__dataset_len class ExampleModel(ModelPT): def __init__(self, *args, **kwargs): cfg = OmegaConf.structured({}) super().__init__(cfg, trainer=kwargs.get('trainer', None)) # dummy parameter in order to allow DDP to execute self.l1 = torch.nn.modules.Linear(in_features=2, out_features=1) def train_dataloader(self): return None def val_dataloader(self): return None def predict_dataloader(self): dataset = OnesDataset(2) return torch.utils.data.DataLoader(dataset, batch_size=2) def forward(self, batch): return batch.mean() def validation_step(self, batch, batch_idx): return self(batch) ... code continues ...
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Completion: Missing: Code truncated abruptly - unexpected end of file To complete: • Complete the truncated code structure Example continuation: return self(batch) def list_available_models(self): pass
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advanced
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api
|
incomplete_code
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Pythoncode:Python
| 16
| 2
| 1,873
| true
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\n# Copyright (c) 2021, NVIDIA CORPORATION. All rights reserved.\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\nimport shutil\n\nimport torch\nfrom omegaconf import OmegaConf\nfrom pytorch_lightning import Trainer\nfrom pytorch_lightning.utilities.distributed import rank_zero_only\n\nfrom nemo.core import ModelPT\nfrom nemo.utils import logging\nfrom nemo.utils.exp_manager import ExpManagerConfig, exp_manager\n\n\nclass OnesDataset(torch.utils.data.Dataset):\n def __init__(self, dataset_len):\n super().__init__()\n self.__dataset_len = dataset_len\n\n def __getitem__(self, *args):\n return torch.ones(2)\n\n def __len__(self):\n return self.__dataset_len\n\n\nclass ExampleModel(ModelPT):\n def __init__(self, *args, **kwargs):\n cfg = OmegaConf.structured({})\n super().__init__(cfg, trainer=kwargs.get('trainer', None))\n # dummy parameter in order to allow DDP to execute\n self.l1 = torch.nn.modules.Linear(in_features=2, out_features=1)\n\n def train_dataloader(self):\n return None\n\n def val_dataloader(self):\n return None\n\n def predict_dataloader(self):\n dataset = OnesDataset(2)\n return torch.utils.data.DataLoader(dataset, batch_size=2)\n\n def forward(self, batch):\n return batch.mean()\n\n def validation_step(self, batch, batch_idx):\n return self(batch)\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 return self(batch)\n\n def list_available_models(self):\n pass"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
b936e2da1dfb0c50e0a4123e54c302664e300cf0
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: """" Copyright © Krypton 2022 - https://github.com/kkrypt0nn (https://krypton.ninja) Description: This is a template to create your own discord bot in python. Version: 4.1 """ import json def add_user_to_blacklist(user_id: int) -> None: """ This function will add a user based on its ID in the blacklist.json file. :param user_id: The ID of the user that should be added into the blacklist.json file. """ with open("blacklist.json", "r+") as file: file_data = json.load(file) file_data["ids"].append(user_id) with open("blacklist.json", "w") as file: file.seek(0)
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Error Analysis: Error Type: MID_BLOCK Error: IndentationError / Expected indented block Detected Errors: • Unterminated string literal at line 7 • Block at line 3 has no indented body Fix: Add body to With block or use 'pass' statement
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intermediate
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api
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error_detection
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Pythoncode:Python
| 2
| 0
| 615
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\n\"\"\"\"\nCopyright \u00a9 Krypton 2022 - https://github.com/kkrypt0nn (https://krypton.ninja)\nDescription:\nThis is a template to create your own discord bot in python.\n\nVersion: 4.1\n\"\"\"\n\nimport json\n\n\ndef add_user_to_blacklist(user_id: int) -> None:\n \"\"\"\n This function will add a user based on its ID in the blacklist.json file.\n :param user_id: The ID of the user that should be added into the blacklist.json file.\n \"\"\"\n with open(\"blacklist.json\", \"r+\") as file:\n file_data = json.load(file)\n file_data[\"ids\"].append(user_id)\n with open(\"blacklist.json\", \"w\") as file:\n file.seek(0)"}, {"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 7\n \u2022 Block at line 3 has no indented body\n\n Fix: Add body to With block or use 'pass' statement"}]
| true
|
syntax
|
MID_BLOCK
|
HIGH
|
b93839299c30aa23ab066b85969c7c27e043c202
|
TheStack--python--000.parquet
|
Review this Pythoncode:Python code: #!/usr/bin/env python # -*- coding: utf-8 -*- '''Make sure that generic functions work exactly as we expect.''' # IMPORT STANDARD LIBRARIES import unittest # IMPORT WAYS LIBRARIES from ways import common class ParseTestCase(unittest.TestCase): '''Test generic parsing-related functions.''' def test_working_0001(self): '''Test that correct input for expand_string works as expected.''' pattern = '/jobs/{JOB}/some_kind/{THING}/real_folders' text = '/jobs/some_job_here/some_kind/of/real_folders' expected_output = {'JOB': 'some_job_here', 'THING': 'of'} self.assertEqual(expected_output, common.expand_string(pattern, text)) def test_working_0002(self): '''Test that correct input for expand_string works as expected.''' shot = 'NAME_010' format_string = '{SHOT}_{ID}' expected_output = {'SHOT': 'NAME', 'ID': '010'} self.assertEqual(expected_output, common.expand_string(format_string, shot)) def test_expand_string_failure_0001(self): '''Force expand_string fails to prevent a bad match from occurring.''' text = '/jobs/some_job/some_kind/of/real_folders' pattern = '/jobs/{JOB}/some_kind/of/real_folders/inner' self.assertFalse(common.expand_string(pattern, text)) def test_expand_string_failure_0002(self): '''Force expand_string fails to prevent a bad match from occurring.''' text = '/jobs/some_job/some_kind/of/real_folders' pattern = '/jobs/{JOB}/some_kind/{SHOTNAME}/real_folders/inner' self.assertFalse(common.expand_string(pattern, text))
|
Code Review: ❌ Critical issues: Block at line 13 has no indented body ⚠️ Code quality: Unexpected indentation at line 19 Unexpected indentation at line 20 Unexpected indentation at line 23 Unexpected indentation at line 27 Unexpected indentation at line 28 Unexpected indentation at line 29 Unexpected indentation at line 35 Unexpected indentation at line 36 Unexpected indentation at line 42 Unexpected indentation at line 43
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advanced
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testing
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code_review
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Pythoncode:Python
| 4
| 1
| 1,628
| true
|
[{"role": "user", "content": "Review this Pythoncode:Python code:\n#!/usr/bin/env python\n# -*- coding: utf-8 -*-\n\n'''Make sure that generic functions work exactly as we expect.'''\n\n# IMPORT STANDARD LIBRARIES\nimport unittest\n\n# IMPORT WAYS LIBRARIES\nfrom ways import common\n\n\nclass ParseTestCase(unittest.TestCase):\n\n '''Test generic parsing-related functions.'''\n\n def test_working_0001(self):\n '''Test that correct input for expand_string works as expected.'''\n pattern = '/jobs/{JOB}/some_kind/{THING}/real_folders'\n text = '/jobs/some_job_here/some_kind/of/real_folders'\n\n expected_output = {'JOB': 'some_job_here', 'THING': 'of'}\n self.assertEqual(expected_output, common.expand_string(pattern, text))\n\n def test_working_0002(self):\n '''Test that correct input for expand_string works as expected.'''\n shot = 'NAME_010'\n format_string = '{SHOT}_{ID}'\n expected_output = {'SHOT': 'NAME', 'ID': '010'}\n\n self.assertEqual(expected_output, common.expand_string(format_string, shot))\n\n def test_expand_string_failure_0001(self):\n '''Force expand_string fails to prevent a bad match from occurring.'''\n text = '/jobs/some_job/some_kind/of/real_folders'\n pattern = '/jobs/{JOB}/some_kind/of/real_folders/inner'\n\n self.assertFalse(common.expand_string(pattern, text))\n\n def test_expand_string_failure_0002(self):\n '''Force expand_string fails to prevent a bad match from occurring.'''\n text = '/jobs/some_job/some_kind/of/real_folders'\n pattern = '/jobs/{JOB}/some_kind/{SHOTNAME}/real_folders/inner'\n\n self.assertFalse(common.expand_string(pattern, text))"}, {"role": "assistant", "content": " Code Review:\n\n\n\u274c Critical issues:\n Block at line 13 has no indented body\n\n\u26a0\ufe0f Code quality:\n Unexpected indentation at line 19\n Unexpected indentation at line 20\n Unexpected indentation at line 23\n Unexpected indentation at line 27\n Unexpected indentation at line 28\n Unexpected indentation at line 29\n Unexpected indentation at line 35\n Unexpected indentation at line 36\n Unexpected indentation at line 42\n Unexpected indentation at line 43"}]
| false
| null | null | null |
b93889b31eb8ffef50e08b669fe2f20c16f4d959
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TheStack--python--000.parquet
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Explain this Pythoncode:Python code: from setuptools import setup, find_packages setup( name='natasha', version='0.2.0', description='Named-entity recognition for russian language', url='https://github.com/bureaucratic-labs/natasha', author='Dmitry Veselov', author_email='d.a.veselov@yandex.ru', license='MIT', classifiers=[ 'Development Status :: 3 - Alpha', 'Intended Audience :: Developers', 'License :: OSI Approved :: MIT License', 'Programming Language :: Python :: 3', 'Programming Language :: Python :: 3.3', 'Programming Language :: Python :: 3.4', 'Programming Language :: Python :: 3.5', ], keywords='natural language processing, russian morphology, named entity recognition, tomita', packages=find_packages(), install_requires=[ 'yargy==0.3.0' ], extras_require={ 'web': [ 'ujson', 'aiohttp', ], }, )
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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
| 0
| 0
| 942
| true
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[{"role": "user", "content": "Explain this Pythoncode:Python code:\nfrom setuptools import setup, find_packages\n\nsetup(\n name='natasha',\n version='0.2.0',\n description='Named-entity recognition for russian language',\n url='https://github.com/bureaucratic-labs/natasha',\n author='Dmitry Veselov',\n author_email='d.a.veselov@yandex.ru',\n license='MIT',\n classifiers=[\n 'Development Status :: 3 - Alpha',\n 'Intended Audience :: Developers',\n 'License :: OSI Approved :: MIT License',\n 'Programming Language :: Python :: 3',\n 'Programming Language :: Python :: 3.3',\n 'Programming Language :: Python :: 3.4',\n 'Programming Language :: Python :: 3.5',\n ],\n keywords='natural language processing, russian morphology, named entity recognition, tomita',\n packages=find_packages(),\n install_requires=[\n 'yargy==0.3.0'\n ],\n extras_require={\n 'web': [\n 'ujson',\n 'aiohttp',\n ],\n },\n)"}, {"role": "assistant", "content": " This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
b938dd2d4297c0de33a03a4e075f88143c4fb4d8
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TheStack--python--000.parquet
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Review this Pythoncode:Python code: import os, sys import random import string try: # Make Python2 work like Python3 input = raw_input except NameError: # On Python3; already using input pass letters = string.ascii_letters numbers = string.digits punctuation = string.punctuation def generate(password_length, at_least_one_letter, at_least_one_number, at_least_one_punctuation): """Generate a password by include enough random characters to meet the password length restriction. In addition, the user can specify that at least one of the each of the classes of character be used. """ # # Any combination of characters is valid # valid_characters = "" if at_least_one_letter: valid_characters += letters if at_least_one_number: valid_characters += numbers if at_least_one_punctuation: valid_characters += punctuation # # Start with a blank password and then go round enough # times to make a password of the required length. # password = "" for i in range(password_length): # # Each time around, ensure that one of each of the selected # groups is chosen, and then just choose randomly from all # groups. # if at_least_one_letter: character = random.choice(letters) at_least_one_letter = False elif at_least_one_number: character = random.choice(numbers) at_least_one_number = False elif at_least_one_punctuation: character = random.choice(punctuation) at_least_one_punctuation = False else: character = random.choice(valid_characters) password += character # # Finally, shuffle the password so we don't always get a # letter at the beginning, with a number after and some # punctuation. # characters = list(password) # # random.shuffle shuffles a list *in place* # random.shuffle(characters) # # X.join(...) means: return all the strings in (...) joined by X # ", ".join(['Eggs', 'Bacon', 'Beans']) => "Eggs, Bacon, Beans" # But if you want to generate *real* .csv files, use the csv module # because there are lots of corner-cases. # password = "".join(characters) return password if __name__ == '__main__': password_length = int(input("How many letters? ")) at_least_one_letter = "Y" == (input("At least one letter [Y/n]? ").upper() or "Y") at_least_one_number = "Y" == (input("At least one number [Y/n]? ").upper() or "Y") at_least_one_punctuation = "Y" == (input("At least one punctuation [Y/n]? ").upper() or "Y") password = generate(password_length, at_least_one_letter, at_least_one_number, at_least_one_punctuation) print("Your password is: {}".format(password))
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Code Review: ❌ Critical issues: Unterminated string literal at line 17 Hardcoded credentials at line 38 - use environment variables Hardcoded credentials at line 74 - use environment variables ⚠️ Code quality: Unexpected indentation at line 7 Unexpected indentation at line 10 Unexpected indentation at line 18 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 29 Unexpected indentation at line 31 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 41 Unexpected indentation at line 42 Unexpected indentation at line 43 Unexpected indentation at line 44 Unexpected indentation at line 45 Unexpected indentation at line 47 Unexpected indentation at line 48 Unexpected indentation at line 50 Unexpected indentation at line 51 Unexpected indentation at line 53 Unexpected indentation at line 54 Unexpected indentation at line 56 Unexpected indentation at line 59 Unexpected indentation at line 60 Unexpected indentation at line 61 Unexpected indentation at line 62 Unexpected indentation at line 63 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 Unexpected indentation at line 70 Unexpected indentation at line 71 Unexpected indentation at line 72 Unexpected indentation at line 73 Unexpected indentation at line 74 Unexpected indentation at line 75 Unexpected indentation at line 79 Unexpected indentation at line 80 Unexpected indentation at line 81 Unexpected indentation at line 82 Unexpected indentation at line 83 Empty except block - handle exceptions properly ✨ Improvements: Add closing quote at line 17 Remove debug print() at line 83 before production
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intermediate
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database
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code_review
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Pythoncode:Python
| 1
| 0
| 2,814
| true
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[{"role": "user", "content": "Review this Pythoncode:Python code:\nimport os, sys\nimport random\nimport string\n\ntry:\n # Make Python2 work like Python3\n input = raw_input\nexcept NameError:\n # On Python3; already using input\n pass\n\nletters = string.ascii_letters\nnumbers = string.digits\npunctuation = string.punctuation\n\ndef generate(password_length, at_least_one_letter, at_least_one_number, at_least_one_punctuation):\n \"\"\"Generate a password by include enough random\n characters to meet the password length restriction.\n\n In addition, the user can specify that at least one\n of the each of the classes of character be used.\n \"\"\"\n #\n # Any combination of characters is valid\n #\n valid_characters = \"\"\n if at_least_one_letter:\n valid_characters += letters\n if at_least_one_number:\n valid_characters += numbers\n if at_least_one_punctuation:\n valid_characters += punctuation\n\n #\n # Start with a blank password and then go round enough\n # times to make a password of the required length.\n #\n password = \"\"\n for i in range(password_length):\n #\n # Each time around, ensure that one of each of the selected\n # groups is chosen, and then just choose randomly from all\n # groups.\n #\n if at_least_one_letter:\n character = random.choice(letters)\n at_least_one_letter = False\n elif at_least_one_number:\n character = random.choice(numbers)\n at_least_one_number = False\n elif at_least_one_punctuation:\n character = random.choice(punctuation)\n at_least_one_punctuation = False\n else:\n character = random.choice(valid_characters)\n password += character\n\n #\n # Finally, shuffle the password so we don't always get a\n # letter at the beginning, with a number after and some\n # punctuation.\n #\n characters = list(password)\n #\n # random.shuffle shuffles a list *in place*\n #\n random.shuffle(characters)\n #\n # X.join(...) means: return all the strings in (...) joined by X\n # \", \".join(['Eggs', 'Bacon', 'Beans']) => \"Eggs, Bacon, Beans\"\n # But if you want to generate *real* .csv files, use the csv module\n # because there are lots of corner-cases.\n #\n password = \"\".join(characters)\n return password\n\nif __name__ == '__main__':\n password_length = int(input(\"How many letters? \"))\n at_least_one_letter = \"Y\" == (input(\"At least one letter [Y/n]? \").upper() or \"Y\")\n at_least_one_number = \"Y\" == (input(\"At least one number [Y/n]? \").upper() or \"Y\")\n at_least_one_punctuation = \"Y\" == (input(\"At least one punctuation [Y/n]? \").upper() or \"Y\")\n password = generate(password_length, at_least_one_letter, at_least_one_number, at_least_one_punctuation)\n print(\"Your password is: {}\".format(password))"}, {"role": "assistant", "content": " Code Review:\n\n\n\u274c Critical issues:\n Unterminated string literal at line 17\n Hardcoded credentials at line 38 - use environment variables\n Hardcoded credentials at line 74 - use environment variables\n\n\u26a0\ufe0f Code quality:\n Unexpected indentation at line 7\n Unexpected indentation at line 10\n Unexpected indentation at line 18\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 29\n Unexpected indentation at line 31\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 41\n Unexpected indentation at line 42\n Unexpected indentation at line 43\n Unexpected indentation at line 44\n Unexpected indentation at line 45\n Unexpected indentation at line 47\n Unexpected indentation at line 48\n Unexpected indentation at line 50\n Unexpected indentation at line 51\n Unexpected indentation at line 53\n Unexpected indentation at line 54\n Unexpected indentation at line 56\n Unexpected indentation at line 59\n Unexpected indentation at line 60\n Unexpected indentation at line 61\n Unexpected indentation at line 62\n Unexpected indentation at line 63\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 Unexpected indentation at line 70\n Unexpected indentation at line 71\n Unexpected indentation at line 72\n Unexpected indentation at line 73\n Unexpected indentation at line 74\n Unexpected indentation at line 75\n Unexpected indentation at line 79\n Unexpected indentation at line 80\n Unexpected indentation at line 81\n Unexpected indentation at line 82\n Unexpected indentation at line 83\n Empty except block - handle exceptions properly\n\n\u2728 Improvements:\n Add closing quote at line 17\n Remove debug print() at line 83 before production"}]
| false
| null | null | null |
b93a3daf85b033d7039d8c3747eadb457802db6b
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TheStack--python--000.parquet
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Fix this broken Pythoncode:Python code: from constants.messages import get_node_health_warning_message, get_node_healthy_again_message from handlers.chat_helpers import try_message_with_home_menu, try_message_to_all_users from packaging import version from service.utils import * def check_thornodes(context): chat_id = context.job.context['chat_id'] chat_data = context.job.context['chat_data'] inactive_nodes = [] for node_address, local_node in chat_data.get('nodes', {}).items(): try: remote_node = get_thornode_object_or_none(address=node_address) except HTTPError as e: logger.exception(e) continue if remote_node is None: text = 'THORNode ' + local_node['alias'] + ' is not active anymore! 💀' + '\n' + \ 'Address: ' + node_address + '\n\n' + \ 'Please enter another THORNode address.' inactive_nodes.append(node_address) try_message_with_home_menu(context=context, chat_id=chat_id, text=text) continue is_not_blocked = float(local_node['last_notification_timestamp']) < \ datetime.timestamp( datetime.now() - timedelta(seconds=local_node['notification_timeout_in_seconds'])) if is_not_blocked: message = build_notification_message_for_active_node(local_node, remote_node, context) if message: # Update data lo Error: SyntaxError / EOF
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Fixed Code: from constants.messages import get_node_health_warning_message, get_node_healthy_again_message from handlers.chat_helpers import try_message_with_home_menu, try_message_to_all_users from packaging import version from service.utils import * def check_thornodes(context): chat_id = context.job.context['chat_id'] chat_data = context.job.context['chat_data'] inactive_nodes = [] for node_address, local_node in chat_data.get('nodes', {}).items(): try: remote_node = get_thornode_object_or_none(address=node_address) except HTTPError as e: logger.exception(e) continue Explanation: Complete the truncated code structure
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intermediate
|
api
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error_fixing
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Pythoncode:Python
| 1
| 0
| 1,553
| true
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\nfrom constants.messages import get_node_health_warning_message, get_node_healthy_again_message\nfrom handlers.chat_helpers import try_message_with_home_menu, try_message_to_all_users\nfrom packaging import version\n\nfrom service.utils import *\n\n\ndef check_thornodes(context):\n chat_id = context.job.context['chat_id']\n chat_data = context.job.context['chat_data']\n\n inactive_nodes = []\n\n for node_address, local_node in chat_data.get('nodes', {}).items():\n\n try:\n remote_node = get_thornode_object_or_none(address=node_address)\n except HTTPError as e:\n logger.exception(e)\n continue\n\n if remote_node is None:\n text = 'THORNode ' + local_node['alias'] + ' is not active anymore! \ud83d\udc80' + '\\n' + \\\n 'Address: ' + node_address + '\\n\\n' + \\\n 'Please enter another THORNode address.'\n\n inactive_nodes.append(node_address)\n\n try_message_with_home_menu(context=context,\n chat_id=chat_id,\n text=text)\n continue\n\n is_not_blocked = float(local_node['last_notification_timestamp']) < \\\n datetime.timestamp(\n datetime.now() - timedelta(seconds=local_node['notification_timeout_in_seconds']))\n if is_not_blocked:\n message = build_notification_message_for_active_node(local_node, remote_node, context)\n\n if message:\n # Update data\n lo\n\n Error: SyntaxError / EOF"}, {"role": "assistant", "content": " Fixed Code:\n\n\nfrom constants.messages import get_node_health_warning_message, get_node_healthy_again_message\nfrom handlers.chat_helpers import try_message_with_home_menu, try_message_to_all_users\nfrom packaging import version\n\nfrom service.utils import *\n\n\ndef check_thornodes(context):\n chat_id = context.job.context['chat_id']\n chat_data = context.job.context['chat_data']\n\n inactive_nodes = []\n\n for node_address, local_node in chat_data.get('nodes', {}).items():\n\n try:\n remote_node = get_thornode_object_or_none(address=node_address)\n except HTTPError as e:\n logger.exception(e)\n continue\n\n Explanation: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
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CRITICAL
|
b93a4101b4ff85c90fbde08405fbe7515b2816bd
|
TheStack--python--000.parquet
|
Fill in the in this Pythoncode:Python code: from pylab import * from numpy import * from numpy.linalg import solve from scipy.integrate import odeint from scipy.stats import norm, uniform, beta from scipy.special import jacobi a = 0.0 b = 3.0 theta=1.0 sigma=sqrt(theta/(2*(a+b+2))) tscale = 0.05 invariant_distribution = poly1d( [-1 for x in range(int(a))], True)*poly1d( [1 for x in range(int(b))], True) def eigenvalue(n): return theta*n*(n+a+b+1)/(a+b+2) gaussian_var = norm() def dW(dt): return norm.rvs() / sqrt(dt) def random_walk(y0, tmax, dt, times = None): dt = dt * tscale def rhs(y,t): return -theta*(y-(a-b)/(a+b+2)) + sqrt(2*theta*(1-y*y)/(a+b+2))*dW(dt/tscale) if (times is None): times = arange(0,tmax,dt) y = zeros(shape=times.shape, dtype=float) y[0] = y0 for i in range(1,y.shape[0]): y[i] = y[i-1] + rhs(y[i-1], times[i])*dt if abs(y[i]) > 1: y[i] = y[i] / abs(y[i]) return (times, y) def beta_prior(s, f): return poly1d(ones(shape=(s,)), True)*poly1d(-1*ones(shape=(f,)), True) def poly_to_jacobi(x): """x is a poly1d object""" xc = x.coeffs N = x.order+1 matrix = zeros(shape=(N,N), dtype=float) for i in range(N): matrix[N-i-1:N, i] = jacobi(i,a,b).coeffs return solve(matrix, xc) def jacobi_to_poly(x): result = poly1d([0]) for i in range(x.shape[0]): result = result + (jacobi(i,a,b)*invariant_distribution)*x[i] return result # Complete this line def jacobi_to_poly_no_invariant(x): result = poly1d([0]) for i in range(x.shape[0]): result = result + jacobi(i,a,b)*x[i] return result def propagate_jacobi(pc, t): """Takes jacobi coefficients and propagates them""" n = arange(pc.shape[0], dtype=float) l = theta*n*(n+a+b+1.0)/(a+b+2.0)*tscale return exp(-l*t)*pc def truncate_unnecessary_jacobi(p): p_normalized = p / (abs(p).sum()) cs = cumsum(abs(p_normalized[::-1]))[::-1] return p_normalized[where(abs(cs) > 1e-4)] def pde_solve(prior, t): result = zeros(shape=(t.shape[0], prior.shape[0]), dtype=float) result[0,:] = prior for i in range(1,t.shape[0]): result[i,:] = propagate_jacobi(result[i-1,:], t[i]-t[i-1]) return result def transform_to_x(pdf, x): result = zeros(shape=(pdf.shape[0], x.shape[0]), dtype=float) for i in range(0, pdf.shape[0]): p = jacobi_to_poly(pdf[i,:]) result[i,:] = p(x) result[i,:] /= result[i,:].sum() return result tmax = 4 prior = beta_prior(40, 20) prior_in_jacobi = poly_to_jacobi(prior) dt = 0.1 times = arange(0,tmax,dt) x = arange(-1,1,0.01) rw_dt = 0.01 t, y = random_walk(0.35*2-1, tmax, rw_dt) solution_as_x = zeros(shape=(times.size, x.size), dtype=float) solution_as_jacobi = None empirical_ctr = zeros(shape=(4,), dtype=float) for i in range(0,4): nt = int(1.0/dt) prior = prior_in_jacobi rnd = uniform(0,1) if (i > 0): nsamples = 40 r = rnd.rvs(nsamples) ctr = (y[i/rw_dt]+1)/2.0 p ... [code truncated] ...
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The missing line is:
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advanced
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database
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fill_in_the_blank
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Pythoncode:Python
| 12
| 0
| 3,033
| true
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[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\nfrom pylab import *\nfrom numpy import *\nfrom numpy.linalg import solve\nfrom scipy.integrate import odeint\nfrom scipy.stats import norm, uniform, beta\nfrom scipy.special import jacobi\n\n\n\na = 0.0\nb = 3.0\ntheta=1.0\nsigma=sqrt(theta/(2*(a+b+2)))\n\ntscale = 0.05\n\ninvariant_distribution = poly1d( [-1 for x in range(int(a))], True)*poly1d( [1 for x in range(int(b))], True)\n\ndef eigenvalue(n):\n return theta*n*(n+a+b+1)/(a+b+2)\n\ngaussian_var = norm()\ndef dW(dt):\n return norm.rvs() / sqrt(dt)\n\ndef random_walk(y0, tmax, dt, times = None):\n dt = dt * tscale\n def rhs(y,t):\n return -theta*(y-(a-b)/(a+b+2)) + sqrt(2*theta*(1-y*y)/(a+b+2))*dW(dt/tscale)\n if (times is None):\n times = arange(0,tmax,dt)\n y = zeros(shape=times.shape, dtype=float)\n y[0] = y0\n for i in range(1,y.shape[0]):\n y[i] = y[i-1] + rhs(y[i-1], times[i])*dt\n if abs(y[i]) > 1:\n y[i] = y[i] / abs(y[i])\n return (times, y)\n\ndef beta_prior(s, f):\n return poly1d(ones(shape=(s,)), True)*poly1d(-1*ones(shape=(f,)), True)\n\ndef poly_to_jacobi(x):\n \"\"\"x is a poly1d object\"\"\"\n xc = x.coeffs\n N = x.order+1\n matrix = zeros(shape=(N,N), dtype=float)\n for i in range(N):\n matrix[N-i-1:N, i] = jacobi(i,a,b).coeffs\n return solve(matrix, xc)\n\ndef jacobi_to_poly(x):\n result = poly1d([0])\n for i in range(x.shape[0]):\n result = result + (jacobi(i,a,b)*invariant_distribution)*x[i]\n return result\n # Complete this line\ndef jacobi_to_poly_no_invariant(x):\n result = poly1d([0])\n for i in range(x.shape[0]):\n result = result + jacobi(i,a,b)*x[i]\n return result\n\ndef propagate_jacobi(pc, t):\n \"\"\"Takes jacobi coefficients and propagates them\"\"\"\n n = arange(pc.shape[0], dtype=float)\n l = theta*n*(n+a+b+1.0)/(a+b+2.0)*tscale\n return exp(-l*t)*pc\n\ndef truncate_unnecessary_jacobi(p):\n p_normalized = p / (abs(p).sum())\n cs = cumsum(abs(p_normalized[::-1]))[::-1]\n return p_normalized[where(abs(cs) > 1e-4)]\n\ndef pde_solve(prior, t):\n result = zeros(shape=(t.shape[0], prior.shape[0]), dtype=float)\n result[0,:] = prior\n for i in range(1,t.shape[0]):\n result[i,:] = propagate_jacobi(result[i-1,:], t[i]-t[i-1])\n return result\n\ndef transform_to_x(pdf, x):\n result = zeros(shape=(pdf.shape[0], x.shape[0]), dtype=float)\n for i in range(0, pdf.shape[0]):\n p = jacobi_to_poly(pdf[i,:])\n result[i,:] = p(x)\n result[i,:] /= result[i,:].sum()\n return result\n\ntmax = 4\nprior = beta_prior(40, 20)\nprior_in_jacobi = poly_to_jacobi(prior)\n\ndt = 0.1\ntimes = arange(0,tmax,dt)\nx = arange(-1,1,0.01)\n\nrw_dt = 0.01\nt, y = random_walk(0.35*2-1, tmax, rw_dt)\n\nsolution_as_x = zeros(shape=(times.size, x.size), dtype=float)\nsolution_as_jacobi = None\nempirical_ctr = zeros(shape=(4,), dtype=float)\nfor i in range(0,4):\n nt = int(1.0/dt)\n prior = prior_in_jacobi\n rnd = uniform(0,1)\n if (i > 0):\n nsamples = 40\n r = rnd.rvs(nsamples)\n ctr = (y[i/rw_dt]+1)/2.0\n p\n\n ... [code truncated] ..."}, {"role": "assistant", "content": "The missing line is:"}]
| false
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b93aaafe8012e07a3a1b7cd6bfac2b4027e51ebd
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TheStack--python--000.parquet
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Find all errors in this Pythoncode:Python code: # forms are not just about display, instead they are more of validation # wtf forms protect our site against csrf attacks from flask_wtf import FlaskForm from wtforms import StringField, PasswordField, TextAreaField from wtforms.validators import (DataRequired, Regexp, ValidationError, Email, Length, EqualTo) from models import User def name_exists(form, field): if User.select().where(User.username == field.data).exists(): raise ValidationError('User with this name already exists.') def email_exists(form, field): if User.select().where(User.email == field.data).exists(): raise ValidationError('User with this email already exists.') class RegisterForm(FlaskForm): username = StringField( 'Username', # is the label validators=[ DataRequired(), Regexp( r'^[a-zA-Z0-9_]+$', message = ("Username should be one word, letters, numbers and underscores only.") ), name_exists ]) email = StringField( 'Email', validators=[ DataRequired(), Email(), email_exists ]) password = PasswordField( 'Password', validators=[ DataRequired(), Length(min=8), EqualTo('password2', message = 'Passwords must match') ]) p
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Error Analysis: Error Type: MID_STRING Error: SyntaxError: unterminated string literal Fix: Close the string literal with matching quote
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advanced
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database
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error_detection
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Pythoncode:Python
| 2
| 3
| 1,190
| true
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[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\n# forms are not just about display, instead they are more of validation\n# wtf forms protect our site against csrf attacks\nfrom flask_wtf import FlaskForm\nfrom wtforms import StringField, PasswordField, TextAreaField\n\nfrom wtforms.validators import (DataRequired, Regexp, ValidationError, Email,\n\t\t\t\t\t\t\t Length, EqualTo)\n\n\nfrom models import User\n\ndef name_exists(form, field):\n\tif User.select().where(User.username == field.data).exists():\n\t\traise ValidationError('User with this name already exists.')\n\ndef email_exists(form, field):\n\tif User.select().where(User.email == field.data).exists():\n\t\traise ValidationError('User with this email already exists.')\n\nclass RegisterForm(FlaskForm):\n\tusername = StringField(\n\t\t'Username', # is the label\n\t\tvalidators=[\n\t\t\tDataRequired(),\n\t\t\tRegexp(\n\t\t\t\tr'^[a-zA-Z0-9_]+$',\n\t\t\t\tmessage = (\"Username should be one word, letters, numbers and underscores only.\")\n\t\t\t\t),\n\t\t\tname_exists\n\t\t])\n\n\temail = StringField(\n\t\t'Email',\n\t\tvalidators=[\n\t\t\tDataRequired(),\n\t\t\tEmail(),\n\t\t\temail_exists\n\t\t])\n\n\tpassword = PasswordField(\n\t\t'Password',\n\t\tvalidators=[\n\t\t\tDataRequired(),\n\t\t\tLength(min=8),\n\t\t\tEqualTo('password2', message = 'Passwords must match')\n\t\t])\n\n\tp"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: MID_STRING\n Error: SyntaxError: unterminated string literal\n\n Fix: Close the string literal with matching quote"}]
| true
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syntax
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MID_STRING
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CRITICAL
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b93b21d31a5eecb527d2b3ad7f00cf5d4683d661
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TheStack--python--000.parquet
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Fill in the in this Pythoncode:Python code: from sys import stderr, stdout from enum import Enum from colored import fg, attr PANTAM: str = fg("yellow") + attr("bold") + "PANTAM" + attr("reset") colour_msg = lambda msg, colour: fg(colour) + attr("bold") + msg + attr("reset") info_msg = lambda msg: colour_msg(msg, "blue") success_msg = lambda msg: colour_msg(msg, "green") error_msg = lambda msg: colour_msg(msg, "red") class NewLine(Enum): before = 1 after = 2 both = 3 def write_msg(msg: str, spacing: NewLine = None) -> None: """Write message to stdout""" prefix: str = "\n" if spacing in (NewLine.before, NewLine.both) else "" suffix: str = "\n" if spacing in (NewLine.after, NewLine.both) else "" stdout.write("%s%s%s" % (prefix, msg, suffix)) def write_error(msg: str) -> None: """Write message to stderr""" stderr.write("\n%s\n" % msg) welcome_msg = ( # Complete this line + """ The microframework for microservices. Let's build your app... """ ) name_index_file_msg = lambda: "What is the name of your main script?" name_actions_folder_msg = lambda: "What is the name of your actions folder?" def create_actions_file_msg(second_run: bool): """Actions File Message""" article = "another" if second_run else "an" return "Do you want to create %s action file?" % article name_actions_file_msg = lambda: "What is the name of your actions file?" confirm_structure_msg = ( lambda structure: """Your application will look like this: %s Happy to proceed?""" % structure )
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The missing line is: lambda: PANTAM
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advanced
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ui
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fill_in_the_blank
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Pythoncode:Python
| 3
| 1
| 1,508
| true
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[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\nfrom sys import stderr, stdout\nfrom enum import Enum\nfrom colored import fg, attr\n\nPANTAM: str = fg(\"yellow\") + attr(\"bold\") + \"PANTAM\" + attr(\"reset\")\n\ncolour_msg = lambda msg, colour: fg(colour) + attr(\"bold\") + msg + attr(\"reset\")\ninfo_msg = lambda msg: colour_msg(msg, \"blue\")\nsuccess_msg = lambda msg: colour_msg(msg, \"green\")\nerror_msg = lambda msg: colour_msg(msg, \"red\")\n\n\nclass NewLine(Enum):\n before = 1\n after = 2\n both = 3\n\n\ndef write_msg(msg: str, spacing: NewLine = None) -> None:\n \"\"\"Write message to stdout\"\"\"\n prefix: str = \"\\n\" if spacing in (NewLine.before, NewLine.both) else \"\"\n suffix: str = \"\\n\" if spacing in (NewLine.after, NewLine.both) else \"\"\n stdout.write(\"%s%s%s\" % (prefix, msg, suffix))\n\n\ndef write_error(msg: str) -> None:\n \"\"\"Write message to stderr\"\"\"\n stderr.write(\"\\n%s\\n\" % msg)\n\n\nwelcome_msg = (\n # Complete this line\n + \"\"\"\n\nThe microframework for microservices.\n\nLet's build your app...\n\n\"\"\"\n)\n\nname_index_file_msg = lambda: \"What is the name of your main script?\"\n\nname_actions_folder_msg = lambda: \"What is the name of your actions folder?\"\n\n\ndef create_actions_file_msg(second_run: bool):\n \"\"\"Actions File Message\"\"\"\n article = \"another\" if second_run else \"an\"\n return \"Do you want to create %s action file?\" % article\n\n\nname_actions_file_msg = lambda: \"What is the name of your actions file?\"\n\nconfirm_structure_msg = (\n lambda structure: \"\"\"Your application will look like this:\n%s\n\nHappy to proceed?\"\"\"\n % structure\n)"}, {"role": "assistant", "content": "The missing line is:\n lambda: PANTAM"}]
| false
| null | null | null |
b93b8add4495a7de42fb7a036f7ba8c5ddea0d87
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TheStack--python--000.parquet
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Explain this Pythoncode:Python code: """ A Testcase to remove mon from when I/O's are happening. Polarion-ID- OCS-355 """ import logging import pytest from ocs_ci.ocs import ocp, constants from ocs_ci.framework.testlib import tier4, ManageTest from ocs_ci.framework import config from ocs_ci.ocs.resources import pod from tests.helpers import run_io_with_rados_bench, delete_cephblockpool from ocs_ci.ocs.cluster import CephCluster from ocs_ci.utility.retry import retry from ocs_ci.ocs.exceptions import CephHealthException log = logging.getLogger(__name__) @retry(CephHealthException, 8, 3, 1) def verify_mon_pod_up(ceph_cluster, pods): """ Verify mon pods are in Running state. Returns: bool: True for wait for the resource, False otherwise """ log.info(f"Verifying all mons pods are up and Running") ceph_cluster.cluster_health_check(timeout=3) ret = pods.wait_for_resource( condition=constants.STATUS_RUNNING, selector='app=rook-ceph-mon', resource_count=3, timeout=700) log.info(f"waited for all mon pod to come up and running {ret}") return ret def run_io_on_pool(): """ Runs the I/O on the pool and delete the pool Returns: A thread of I/O """ tools_pod = pod.get_ceph_tools_pod() tools_pod.add_role(role='client') return run_io_with_rados_bench( ceph_pods=[tools_pod], config={'time': 45, 'cleanup': False, 'pool': 'test-pool' } ) @tier4 @pytest.mark.polarion_id("OCS-355") class TestRemoveMonFromCluster(ManageTest): def test_remove_mon_pod_from_cluster(self): """ To remove mon pod from the cluster after the I/O is performed on the pool and waiting for the operator to create a new mon pod on its own """ ceph_cluster = CephCluster() pods = ocp.OCP( kind=constants.POD, namespace=config.ENV_DATA['cluster_namespace'] ) list_mons = ceph_cluster.get_mons_from_cluster() assert len(list_mons) > 1, pytest.skip( "INVALID: Mon count should be more than one to delete." ) assert run_io_on_pool(), 'Failed to run I/O on the pool' assert delete_cephblockpool('test-pool'), 'Failed to delete pool' ceph_cluster.cluster_health_check(timeout=0) ceph_cluster.remove_mon_from_cluster() assert verify_mon_pod_up(ceph_cluster, pods), f"Mon pods are not up and running state" ceph_cluster.cluster_health_check(timeout=60)
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Functions: verify_mon_pod_up, run_io_on_pool, test_remove_mon_pod_from_cluster Classes: TestRemoveMonFromCluster This code demonstrates Pythoncode:Python programming.
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advanced
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testing
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code_explanation
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Pythoncode:Python
| 3
| 1
| 2,510
| true
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[{"role": "user", "content": "Explain this Pythoncode:Python code:\n\"\"\"\nA Testcase to remove mon from\nwhen I/O's are happening.\n\nPolarion-ID- OCS-355\n\n\"\"\"\n\nimport logging\nimport pytest\nfrom ocs_ci.ocs import ocp, constants\nfrom ocs_ci.framework.testlib import tier4, ManageTest\nfrom ocs_ci.framework import config\nfrom ocs_ci.ocs.resources import pod\nfrom tests.helpers import run_io_with_rados_bench, delete_cephblockpool\nfrom ocs_ci.ocs.cluster import CephCluster\nfrom ocs_ci.utility.retry import retry\nfrom ocs_ci.ocs.exceptions import CephHealthException\n\n\nlog = logging.getLogger(__name__)\n\n\n@retry(CephHealthException, 8, 3, 1)\ndef verify_mon_pod_up(ceph_cluster, pods):\n \"\"\"\n Verify mon pods are in Running state.\n\n Returns:\n bool: True for wait for the resource, False otherwise\n\n \"\"\"\n log.info(f\"Verifying all mons pods are up and Running\")\n ceph_cluster.cluster_health_check(timeout=3)\n ret = pods.wait_for_resource(\n condition=constants.STATUS_RUNNING, selector='app=rook-ceph-mon',\n resource_count=3, timeout=700)\n log.info(f\"waited for all mon pod to come up and running {ret}\")\n return ret\n\n\ndef run_io_on_pool():\n \"\"\"\n Runs the I/O on the pool and delete the pool\n\n Returns: A thread of I/O\n \"\"\"\n tools_pod = pod.get_ceph_tools_pod()\n tools_pod.add_role(role='client')\n\n return run_io_with_rados_bench(\n ceph_pods=[tools_pod],\n config={'time': 45, 'cleanup': False,\n 'pool': 'test-pool'\n }\n )\n\n\n@tier4\n@pytest.mark.polarion_id(\"OCS-355\")\nclass TestRemoveMonFromCluster(ManageTest):\n\n def test_remove_mon_pod_from_cluster(self):\n \"\"\"\n To remove mon pod from the cluster\n after the I/O is performed on the pool\n and waiting for the operator to create a\n new mon pod on its own\n\n \"\"\"\n ceph_cluster = CephCluster()\n pods = ocp.OCP(\n kind=constants.POD, namespace=config.ENV_DATA['cluster_namespace']\n )\n list_mons = ceph_cluster.get_mons_from_cluster()\n assert len(list_mons) > 1, pytest.skip(\n \"INVALID: Mon count should be more than one to delete.\"\n )\n assert run_io_on_pool(), 'Failed to run I/O on the pool'\n assert delete_cephblockpool('test-pool'), 'Failed to delete pool'\n ceph_cluster.cluster_health_check(timeout=0)\n ceph_cluster.remove_mon_from_cluster()\n assert verify_mon_pod_up(ceph_cluster, pods), f\"Mon pods are not up and running state\"\n ceph_cluster.cluster_health_check(timeout=60)"}, {"role": "assistant", "content": " Functions: verify_mon_pod_up, run_io_on_pool, test_remove_mon_pod_from_cluster\n Classes: TestRemoveMonFromCluster\n This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
b93da1b1bbce8a3e5fafae55f093b2f5323fb641
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TheStack--python--000.parquet
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Fill in the in this Pythoncode:Python code: from smartystreets_python_sdk import Request from smartystreets_python_sdk.exceptions import SmartyException from smartystreets_python_sdk.us_autocomplete_pro import Suggestion, geolocation_type class Client: def __init__(self, sender, serializer): """ It is recommended to instantiate this class using ClientBuilder.build_us_autocomplete_pro_api_client() """ self.sender = sender self.serializer = serializer def send(self, lookup): """ Sends a Lookup object to the US Autocomplete Pro API and stores the result in the Lookup's result field. """ if not lookup or not lookup.search: raise SmartyException('Send() must be passed a Lookup with the search field set.') request = self.build_request(lookup) response = self.sender.send(request) if response.error: raise response.error # Complete this line suggestions = self.convert_suggestions(result.get('suggestions') or []) lookup.result = suggestions return suggestions def build_request(self, lookup): request = Request() self.add_parameter(request, 'search', lookup.search) self.add_parameter(request, 'max_results', lookup.max_results) self.add_parameter(request, 'include_only_cities', self.build_filter_string(lookup.city_filter)) self.add_parameter(request, 'include_only_states', self.build_filter_string(lookup.state_filter)) self.add_parameter(request, 'include_only_zip_codes', self.build_filter_string(lookup.zip_filter)) self.add_parameter(request, 'exclude_states', self.build_filter_string(lookup.exclude)) self.add_parameter(request, 'prefer_cities', self.build_filter_string(lookup.prefer_cities)) self.add_parameter(request, 'prefer_states', self.build_filter_string(lookup.prefer_states)) self.add_parameter(request, 'prefer_zip_codes', self.build_filter_string(lookup.prefer_zips)) self.add_parameter(request, 'prefer_ratio', lookup.prefer_ratio) self.add_parameter(request, 'prefer_geolocation', lookup.prefer_geo) self.add_parameter(request, 'selected', lookup.selected) return request @staticmethod def build_filter_string(filter_list): return ','.join(filter_list or []) or None @staticmethod def convert_suggestions(suggestion_dictionaries): return [Suggestion(suggestion) for suggestion in suggestion_dictionaries] @staticmethod def add_parameter(request, key, value): if value and value != 'none': request.parameters[key] = value
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The missing line is: result = self.serializer.deserialize(response.payload)
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advanced
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api
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fill_in_the_blank
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Pythoncode:Python
| 6
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| 2,690
| true
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[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\nfrom smartystreets_python_sdk import Request\nfrom smartystreets_python_sdk.exceptions import SmartyException\nfrom smartystreets_python_sdk.us_autocomplete_pro import Suggestion, geolocation_type\n\n\nclass Client:\n def __init__(self, sender, serializer):\n \"\"\"\n It is recommended to instantiate this class using ClientBuilder.build_us_autocomplete_pro_api_client()\n \"\"\"\n self.sender = sender\n self.serializer = serializer\n\n def send(self, lookup):\n \"\"\"\n Sends a Lookup object to the US Autocomplete Pro API and stores the result in the Lookup's result field.\n \"\"\"\n if not lookup or not lookup.search:\n raise SmartyException('Send() must be passed a Lookup with the search field set.')\n\n request = self.build_request(lookup)\n\n response = self.sender.send(request)\n\n if response.error:\n raise response.error\n\n # Complete this line\n suggestions = self.convert_suggestions(result.get('suggestions') or [])\n lookup.result = suggestions\n\n return suggestions\n\n def build_request(self, lookup):\n request = Request()\n\n self.add_parameter(request, 'search', lookup.search)\n self.add_parameter(request, 'max_results', lookup.max_results)\n self.add_parameter(request, 'include_only_cities', self.build_filter_string(lookup.city_filter))\n self.add_parameter(request, 'include_only_states', self.build_filter_string(lookup.state_filter))\n self.add_parameter(request, 'include_only_zip_codes', self.build_filter_string(lookup.zip_filter))\n self.add_parameter(request, 'exclude_states', self.build_filter_string(lookup.exclude))\n self.add_parameter(request, 'prefer_cities', self.build_filter_string(lookup.prefer_cities))\n self.add_parameter(request, 'prefer_states', self.build_filter_string(lookup.prefer_states))\n self.add_parameter(request, 'prefer_zip_codes', self.build_filter_string(lookup.prefer_zips))\n self.add_parameter(request, 'prefer_ratio', lookup.prefer_ratio)\n self.add_parameter(request, 'prefer_geolocation', lookup.prefer_geo)\n self.add_parameter(request, 'selected', lookup.selected)\n\n return request\n\n @staticmethod\n def build_filter_string(filter_list):\n return ','.join(filter_list or []) or None\n\n @staticmethod\n def convert_suggestions(suggestion_dictionaries):\n return [Suggestion(suggestion) for suggestion in suggestion_dictionaries]\n\n @staticmethod\n def add_parameter(request, key, value):\n if value and value != 'none':\n request.parameters[key] = value"}, {"role": "assistant", "content": "The missing line is:\n result = self.serializer.deserialize(response.payload)"}]
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b93f9ebd7406695d9627c10b5f85877c35692320
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TheStack--python--000.parquet
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Find all errors in this Pythoncode:Python code: # -*- coding: utf-8 -*- class ScriptExecutionError(Exception): pass class MsSqlVersion(object): """ SQL Server patch migration class. """ class bcolors: OKBLUE = '\033[94m' OKGREEN = '\033[92m' WARNING = '\033[93m' FAIL = '\033[91m' ENDC = '\033[0m' BOLD = '\033[1m' def __init__(self, connection_string, patch_dir='.', exclude_pattern=None, logger=None, stop_on_error=False, noexecute=False, case_insensitive=False, record_files_only=False): """ Initialize instance with connection and database objects. :param connection_string: Connection string in rfc1738 url format :param patch_dir: Patch directory with .sql files :param exclude_pattern: String with regular expression the patch files should match :param logger: Logger that is used for logging :param stop_on_error: Stop execution on error, default behavior is to continue :param case_insensitive: Use case insensitive to compare patch files :param record_files_only: Only file names will be stored to patch table without folder paths """ url = urlparse.urlparse(connection_string) is_local_login = not url.username self.connection = Common.ServerConnection(LoginSecure=is_local_login, ServerInstance=url.hostname, DatabaseName=url.path.replace('/', '')) if not is_local_login: self.connection.Login = url.username self.connection.Password = url.password self.server = Smo.Server(self.connection) self.database = self.server.Databases[self.connection.DatabaseName] self.server.ConnectionContext.ConnectTimeout = 90
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Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Detected Errors: • Unterminated string literal at line 7 • Unclosed '[' at line 14 - expected ']' • Unclosed '[' at line 15 - expected ']' Fix: Complete the truncated code structure
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advanced
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database
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error_detection
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Pythoncode:Python
| 2
| 3
| 1,731
| false
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[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\n# -*- coding: utf-8 -*-\nclass ScriptExecutionError(Exception):\n pass\n\n\nclass MsSqlVersion(object):\n \"\"\"\n SQL Server patch migration class.\n \"\"\"\n class bcolors:\n OKBLUE = '\\033[94m'\n OKGREEN = '\\033[92m'\n WARNING = '\\033[93m'\n FAIL = '\\033[91m'\n ENDC = '\\033[0m'\n BOLD = '\\033[1m'\n\n def __init__(self, connection_string, patch_dir='.', exclude_pattern=None, logger=None,\n stop_on_error=False, noexecute=False, case_insensitive=False, record_files_only=False):\n \"\"\"\n Initialize instance with connection and database objects.\n\n :param connection_string: Connection string in rfc1738 url format\n :param patch_dir: Patch directory with .sql files\n :param exclude_pattern: String with regular expression the patch files should match\n :param logger: Logger that is used for logging\n :param stop_on_error: Stop execution on error, default behavior is to continue\n :param case_insensitive: Use case insensitive to compare patch files\n :param record_files_only: Only file names will be stored to patch table without folder paths\n \"\"\"\n url = urlparse.urlparse(connection_string)\n\n is_local_login = not url.username\n self.connection = Common.ServerConnection(LoginSecure=is_local_login, ServerInstance=url.hostname,\n DatabaseName=url.path.replace('/', ''))\n if not is_local_login:\n self.connection.Login = url.username\n self.connection.Password = url.password\n self.server = Smo.Server(self.connection)\n self.database = self.server.Databases[self.connection.DatabaseName]\n self.server.ConnectionContext.ConnectTimeout = 90"}, {"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 7\n \u2022 Unclosed '[' at line 14 - expected ']'\n \u2022 Unclosed '[' at line 15 - expected ']'\n\n Fix: Complete the truncated code structure"}]
| true
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syntax
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HARD_CUT
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CRITICAL
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b94044f865f05e0aee9b401bba3907e01e40ff6c
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TheStack--python--000.parquet
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Fill in the in this Pythoncode:Python code: def custom_labeller(cell): if cell.data is np.nan: return 'missing' class TestCell(object): def test_celldata(self): celldata = cell0data, cell1data, row1data[0], row1data[1] cells = [Cell(datum, datatype=i % 2) for i, datum in enumerate(celldata)] for cell, datum in zip(cells, celldata): assert_equal(cell.data, datum) class TestSimpleTable(object): def test_txt_fmt1(self): # Limited test of custom txt_fmt desired = """ ***************************** * * header1 * header2 * ***************************** * stub1 * 0.00 * 1 * * stub2 * 2.00 * 3 * ***************************** """ actual = '\n%s\n' % tbl.as_text() #print('actual') #print(actual) #print('desired') #print(desired) assert_equal(actual, desired) def test_ltx_fmt1(self): # Limited test of custom ltx_fmt desired = r""" \begin{center} \begin{tabular}{lcc} \toprule & \textbf{header1} & \textbf{header2} \\ \midrule \textbf{stub1} & 0.0 & 1 \\ \textbf{stub2} & 2 & 3.333 \\ \bottomrule \end{tabular} \end{center} """ actual = '\n%s\n' % tbl.as_latex_tabular() #print(actual) #print(desired) assert_equal(actual, desired) def test_html_fmt1(self): # Complete this line desired = """ <table class="simpletable"> <tr> <td></td> <th>header1</th> <th>header2</th> </tr> <tr> <th>stub1</th> <td>0.0</td> <td>1</td> </tr> <tr> <th>stub2</th> <td>2</td> <td>3.333</td> </tr> </table> """ #the previous has significant trailing whitespace that got removed #desired = '''\n<table class="simpletable">\n<tr>\n <td></td> <th>header1</th> <th>header2</th>\n</tr>\n<tr>\n <th>stub1</th> <td>0.0</td> <td>1</td> \n</tr>\n<tr>\n <th>stub2</th> <td>2</td> <td>3.333</td> \n</tr>\n</table>\n''' actual = '\n%s\n' % tbl.as_html() actual = '\n'.join((line.rstrip() for line in actual.split('\n'))) #print(actual) #print(desired) #print len(actual), len(desired) assert_equal(actual, desired) def test_customlabel(self): # Limited test of custom custom labeling tbl = SimpleTable(table1data, test1header, test1stubs, txt_fmt=txt_fmt1) tbl[1][1].data = np.nan tbl.label_cells(custom_labeller) #print([[c.datatype for c in row] for row in tbl]) desired = """ ***************************** * * header1 * header2 * ***************************** * stub1 * -- * 1 * * stub2 * 2.00 * 3 * ***************************** """ actual = '\n%s\n' % tbl.as_text(missing='--') assert_equal(actual, desired)
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The missing line is: # Limited test of custom html_fmt
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advanced
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testing
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fill_in_the_blank
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Pythoncode:Python
| 6
| 2
| 2,867
| false
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[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\ndef custom_labeller(cell):\n if cell.data is np.nan:\n return 'missing'\n\n\nclass TestCell(object):\n def test_celldata(self):\n celldata = cell0data, cell1data, row1data[0], row1data[1]\n cells = [Cell(datum, datatype=i % 2)\n for i, datum in enumerate(celldata)]\n for cell, datum in zip(cells, celldata):\n assert_equal(cell.data, datum)\n\n\nclass TestSimpleTable(object):\n def test_txt_fmt1(self):\n # Limited test of custom txt_fmt\n desired = \"\"\"\n*****************************\n* * header1 * header2 *\n*****************************\n* stub1 * 0.00 * 1 *\n* stub2 * 2.00 * 3 *\n*****************************\n\"\"\"\n actual = '\\n%s\\n' % tbl.as_text()\n #print('actual')\n #print(actual)\n #print('desired')\n #print(desired)\n assert_equal(actual, desired)\n def test_ltx_fmt1(self):\n # Limited test of custom ltx_fmt\n desired = r\"\"\"\n\\begin{center}\n\\begin{tabular}{lcc}\n\\toprule\n & \\textbf{header1} & \\textbf{header2} \\\\\n\\midrule\n\\textbf{stub1} & 0.0 & 1 \\\\\n\\textbf{stub2} & 2 & 3.333 \\\\\n\\bottomrule\n\\end{tabular}\n\\end{center}\n\"\"\"\n actual = '\\n%s\\n' % tbl.as_latex_tabular()\n #print(actual)\n #print(desired)\n assert_equal(actual, desired)\n\n def test_html_fmt1(self):\n # Complete this line\n desired = \"\"\"\n<table class=\"simpletable\">\n<tr>\n <td></td> <th>header1</th> <th>header2</th>\n</tr>\n<tr>\n <th>stub1</th> <td>0.0</td> <td>1</td>\n</tr>\n<tr>\n <th>stub2</th> <td>2</td> <td>3.333</td>\n</tr>\n</table>\n\"\"\"\n #the previous has significant trailing whitespace that got removed\n #desired = '''\\n<table class=\"simpletable\">\\n<tr>\\n <td></td> <th>header1</th> <th>header2</th>\\n</tr>\\n<tr>\\n <th>stub1</th> <td>0.0</td> <td>1</td> \\n</tr>\\n<tr>\\n <th>stub2</th> <td>2</td> <td>3.333</td> \\n</tr>\\n</table>\\n'''\n actual = '\\n%s\\n' % tbl.as_html()\n actual = '\\n'.join((line.rstrip() for line in actual.split('\\n')))\n #print(actual)\n #print(desired)\n #print len(actual), len(desired)\n assert_equal(actual, desired)\n\n def test_customlabel(self):\n # Limited test of custom custom labeling\n tbl = SimpleTable(table1data, test1header, test1stubs, txt_fmt=txt_fmt1)\n tbl[1][1].data = np.nan\n tbl.label_cells(custom_labeller)\n #print([[c.datatype for c in row] for row in tbl])\n desired = \"\"\"\n*****************************\n* * header1 * header2 *\n*****************************\n* stub1 * -- * 1 *\n* stub2 * 2.00 * 3 *\n*****************************\n\"\"\"\n actual = '\\n%s\\n' % tbl.as_text(missing='--')\n assert_equal(actual, desired)"}, {"role": "assistant", "content": "The missing line is:\n # Limited test of custom html_fmt"}]
| false
| null | null | null |
b9408aacd4d750c790ebb27107e026e183ea1d35
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: """Types for the Todoist component.""" from __future__ import annotations from typing import TypedDict class DueDate(TypedDict: """Dict representing a due date in a todoist api response.""" date: str is_recurring: bool lang: str string: str timezone: str | None
|
Error Analysis: Error Type: MISSING_BRACKETS Error: SyntaxError: unmatched brackets Detected Errors: • Unclosed '(' at line 7 - expected ')' • Invalid syntax at line 7: class DueDate(TypedDict: Fix: Add missing ')' bracket at line 7
|
intermediate
|
api
|
error_detection
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Pythoncode:Python
| 0
| 1
| 290
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\n\"\"\"Types for the Todoist component.\"\"\"\nfrom __future__ import annotations\n\nfrom typing import TypedDict\n\n\nclass DueDate(TypedDict:\n \"\"\"Dict representing a due date in a todoist api response.\"\"\"\n\n date: str\n is_recurring: bool\n lang: str\n string: str\n timezone: str | None"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: MISSING_BRACKETS\n Error: SyntaxError: unmatched brackets\n\n Detected Errors:\n \u2022 Unclosed '(' at line 7 - expected ')'\n \u2022 Invalid syntax at line 7: class DueDate(TypedDict:\n\n\n Fix: Add missing ')' bracket at line 7"}]
| true
|
syntax
|
MISSING_BRACKETS
|
MEDIUM
|
b9409e44daa0d7a262748b347f053c849e397b73
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TheStack--python--000.parquet
|
Debug this Pythoncode:Python code: from collections import namedtuple from enum import IntEnum from ._zstd import * from . import _zstd def get_frame_info(frame_buffer): """Get zstd frame infomation from a frame header. Argument frame_buffer: A bytes-like object. It should starts from the beginning of a frame, and needs to include at least the frame header (6 to 18 bytes). Return a two-items namedtuple: (decompressed_size, dictionary_id) If decompressed_size is None, decompressed size is unknown. dictionary_id is a 32-bit unsigned integer value. 0 means dictionary ID was not recorded in the frame header, the frame may or may not need a dictionary to be decoded, and the ID of such a dictionary is not specified. It's possible to append more items to the namedtuple in the future.""" ret_tuple = _zstd._get_frame_info(frame_buffer) return _nt_frame_info(*ret_tuple) class CParameter(IntEnum): """Compression parameters""" compressionLevel = _zstd._ZSTD_c_compressionLevel windowLog = _zstd._ZSTD_c_windowLog hashLog = _zstd._ZSTD_c_hashLog chainLog = _zstd._ZSTD_c_chainLog searchLog = _zstd._ZSTD_c_searchLog minMatch = _zstd._ZSTD_c_minMatch targetLength = _zstd._ZSTD_c_targetLength strategy = _zstd._ZSTD_c_strategy enableLongDistanceMatching = _zstd._ZSTD_c_enableLongDistanceMatching ldmHashLog = _zstd._ZSTD_c_ldmHashLog ldmMinMatch = _zstd._ZSTD_c_ldmMinMatch ldmBucketSizeLog = _zstd._ZSTD_c_ldmBucketSizeLog ldmHashRateLog = _zstd._ZSTD_c_ldmHashRateLog contentSizeFlag = _zstd._ZSTD_c_contentSizeFlag checksumFlag = _zstd._ZSTD_c_checksumFlag dictIDFlag = _zstd._ZSTD_c_dictIDFlag nbWorkers = _zstd._ZSTD_c_nbWorkers jobSize = _zstd._ZSTD_c_jobSize overlapLog = _zstd._ZSTD_c_overlapLog def bounds(self): """Return lower and upper bounds of a parameter, both inclusive.""" # 1 means compression parameter return _zstd._get_param_bounds(1, self.value) class DParameter(IntEnum): """Decompression parameters""" windowLogMax = _zstd._ZSTD_d_windowLogMax def bounds(self): """Return lower and upper bounds of a parameter, both inclusive.""" # 0 means decompression parameter return _zstd._get_param_bounds(0, self.value) ... [1 more classdefs truncated] ...
|
Code analysis results: 🔴 Errors found: Code truncated in middle of expression - unexpected EOF Unterminated string literal at line 8 Invalid syntax at line 73: ... [1 more classdefs truncated] ... ⚠️ Warnings: Unexpected indentation at line 11 Unexpected indentation at line 12 Unexpected indentation at line 13 Unexpected indentation at line 20 💡 Suggestions: Complete the expression on the last line Add closing quote at line 8 Review syntax near the error location
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advanced
|
machine_learning
|
debugging
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Pythoncode:Python
| 3
| 2
| 2,666
| true
|
[{"role": "user", "content": "Debug this Pythoncode:Python code:\nfrom collections import namedtuple\nfrom enum import IntEnum\n\nfrom ._zstd import *\nfrom . import _zstd\n\ndef get_frame_info(frame_buffer):\n \"\"\"Get zstd frame infomation from a frame header.\n\n Argument\n frame_buffer: A bytes-like object. It should starts from the beginning of\n a frame, and needs to include at least the frame header (6 to\n 18 bytes).\n\n Return a two-items namedtuple: (decompressed_size, dictionary_id)\n\n If decompressed_size is None, decompressed size is unknown.\n\n dictionary_id is a 32-bit unsigned integer value. 0 means dictionary ID was\n not recorded in the frame header, the frame may or may not need a dictionary\n to be decoded, and the ID of such a dictionary is not specified.\n\n It's possible to append more items to the namedtuple in the future.\"\"\"\n\n ret_tuple = _zstd._get_frame_info(frame_buffer)\n return _nt_frame_info(*ret_tuple)\n\n\nclass CParameter(IntEnum):\n \"\"\"Compression parameters\"\"\"\n\n compressionLevel = _zstd._ZSTD_c_compressionLevel\n windowLog = _zstd._ZSTD_c_windowLog\n hashLog = _zstd._ZSTD_c_hashLog\n chainLog = _zstd._ZSTD_c_chainLog\n searchLog = _zstd._ZSTD_c_searchLog\n minMatch = _zstd._ZSTD_c_minMatch\n targetLength = _zstd._ZSTD_c_targetLength\n strategy = _zstd._ZSTD_c_strategy\n\n enableLongDistanceMatching = _zstd._ZSTD_c_enableLongDistanceMatching\n ldmHashLog = _zstd._ZSTD_c_ldmHashLog\n ldmMinMatch = _zstd._ZSTD_c_ldmMinMatch\n ldmBucketSizeLog = _zstd._ZSTD_c_ldmBucketSizeLog\n ldmHashRateLog = _zstd._ZSTD_c_ldmHashRateLog\n\n contentSizeFlag = _zstd._ZSTD_c_contentSizeFlag\n checksumFlag = _zstd._ZSTD_c_checksumFlag\n dictIDFlag = _zstd._ZSTD_c_dictIDFlag\n\n nbWorkers = _zstd._ZSTD_c_nbWorkers\n jobSize = _zstd._ZSTD_c_jobSize\n overlapLog = _zstd._ZSTD_c_overlapLog\n\n def bounds(self):\n \"\"\"Return lower and upper bounds of a parameter, both inclusive.\"\"\"\n # 1 means compression parameter\n return _zstd._get_param_bounds(1, self.value)\n\n\nclass DParameter(IntEnum):\n \"\"\"Decompression parameters\"\"\"\n\n windowLogMax = _zstd._ZSTD_d_windowLogMax\n\n def bounds(self):\n \"\"\"Return lower and upper bounds of a parameter, both inclusive.\"\"\"\n # 0 means decompression parameter\n return _zstd._get_param_bounds(0, self.value)\n\n\n\n ... [1 more classdefs 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 8\n Invalid syntax at line 73: ... [1 more classdefs truncated] ...\n\n\n\u26a0\ufe0f Warnings:\n Unexpected indentation at line 11\n Unexpected indentation at line 12\n Unexpected indentation at line 13\n Unexpected indentation at line 20\n\n\ud83d\udca1 Suggestions:\n Complete the expression on the last line\n Add closing quote at line 8\n Review syntax near the error location"}]
| false
| null | null | null |
b9417eb816defb8a05e4de472fa5d06b0845774d
|
TheStack--python--000.parquet
|
Debug this Pythoncode:Python code: from abc import ABC, abstractmethod from contextlib import contextmanager from uuid import uuid4 import pytest from sqlalchemy import ( class AbstractBaseTest(ABC): @pytest.fixture def cls_(self): """ Return class under test. Assumptions: if the class under test is Foo, then the class grouping the tests should be a subclass of BaseTest, named TestFoo. """ prefix = len("Test") class_name = self.__class__.__name__[prefix:] return getattr(self.get_model(), class_name) @abstractmethod def get_model(self): pass def dbcleanup_wrapper(session, obj, where_clause=None): with dbcleanup(session, obj, where_clause): yield obj @contextmanager def dbcleanup(session, obj, where_clause=None): """ Use the session to store obj in database; delete from database on exit, bypassing the session. If obj does not have an id field, a SQLAlchemy WHERE clause should be provided to construct a custom select statement. """ return_id = where_clause is None try: obj_id = persist(session, obj, return_id) yield obj_id finally: table = obj.__table__ if where_clause is None: where_clause = _get_default_where_clause(type(obj), obj_id) stmt = delete(table).where(where_clause) session.execute(stmt) def persist(session, obj, return_id=True): """ Use the session to store obj in database, then remove obj from session, so that on a subsequent load from the database we get a clean instance. """ session.add(obj) session.flush() obj_id = obj.id if return_id else None # save this before obj is expunged session.expunge(obj) return obj_id def delete_from_database(session, objects): """ Delete each object in objects from database. May be called at the end of a test if use of a context manager is impractical. (Assume all objects have the id field as their primary key.) """ # Ensure we have a list of objects (check for list explicitly: a model can be iterable) if not isinstance(objects, list): objects = [objects] for obj in objects: table = obj.__table__ stmt = delete(table).where(table.c.id == obj.id) session.execute(stmt) def get_stored_obj(session, cls, obj_id=None, where_clause=None, unique=False): # Either obj_id or where_clause must be provided, but not both assert bool(obj_id) ^ (where_clause is not None) if where_clause is None: where_clause = _get_default_where_clause(cls, obj_id) stmt = select(cls).where(where_clause) result = session.execute(stmt) # unique() is required if result contains joint eager loads against collections # https://gerrit.sqlalchemy.org/c/sqlalchemy/sqlalchemy/+/2253 if unique: result = result.unique() return result.scalar_one() ... [5 more functiondefs truncated] ...
|
Code analysis results: 🔴 Errors found: Code truncated in middle of expression - unexpected EOF Unterminated string literal at line 10 Unclosed '(' at line 6 - expected ')' SyntaxError: '(' was never closed at line 6 ⚠️ Warnings: Unexpected indentation at line 9 Unexpected indentation at line 11 Unexpected indentation at line 12 Unexpected indentation at line 13 💡 Suggestions: Complete the expression on the last line Add closing quote at line 10 Add closing ')' bracket
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advanced
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testing
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debugging
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Pythoncode:Python
| 7
| 1
| 2,965
| true
|
[{"role": "user", "content": "Debug this Pythoncode:Python code:\nfrom abc import ABC, abstractmethod\nfrom contextlib import contextmanager\nfrom uuid import uuid4\n\nimport pytest\nfrom sqlalchemy import (\nclass AbstractBaseTest(ABC):\n @pytest.fixture\n def cls_(self):\n \"\"\"\n Return class under test.\n Assumptions: if the class under test is Foo, then the class grouping\n the tests should be a subclass of BaseTest, named TestFoo.\n \"\"\"\n prefix = len(\"Test\")\n class_name = self.__class__.__name__[prefix:]\n return getattr(self.get_model(), class_name)\n\n @abstractmethod\n def get_model(self):\n pass\n\n\ndef dbcleanup_wrapper(session, obj, where_clause=None):\n with dbcleanup(session, obj, where_clause):\n yield obj\n\n\n@contextmanager\ndef dbcleanup(session, obj, where_clause=None):\n \"\"\"\n Use the session to store obj in database; delete from database on exit, bypassing the session.\n\n If obj does not have an id field, a SQLAlchemy WHERE clause should be provided to construct\n a custom select statement.\n \"\"\"\n return_id = where_clause is None\n\n try:\n obj_id = persist(session, obj, return_id)\n yield obj_id\n finally:\n table = obj.__table__\n if where_clause is None:\n where_clause = _get_default_where_clause(type(obj), obj_id)\n stmt = delete(table).where(where_clause)\n session.execute(stmt)\n\n\ndef persist(session, obj, return_id=True):\n \"\"\"\n Use the session to store obj in database, then remove obj from session,\n so that on a subsequent load from the database we get a clean instance.\n \"\"\"\n session.add(obj)\n session.flush()\n obj_id = obj.id if return_id else None # save this before obj is expunged\n session.expunge(obj)\n return obj_id\n\n\ndef delete_from_database(session, objects):\n \"\"\"\n Delete each object in objects from database.\n May be called at the end of a test if use of a context manager is impractical.\n (Assume all objects have the id field as their primary key.)\n \"\"\"\n # Ensure we have a list of objects (check for list explicitly: a model can be iterable)\n if not isinstance(objects, list):\n objects = [objects]\n\n for obj in objects:\n table = obj.__table__\n stmt = delete(table).where(table.c.id == obj.id)\n session.execute(stmt)\n\n\ndef get_stored_obj(session, cls, obj_id=None, where_clause=None, unique=False):\n # Either obj_id or where_clause must be provided, but not both\n assert bool(obj_id) ^ (where_clause is not None)\n if where_clause is None:\n where_clause = _get_default_where_clause(cls, obj_id)\n stmt = select(cls).where(where_clause)\n result = session.execute(stmt)\n # unique() is required if result contains joint eager loads against collections\n # https://gerrit.sqlalchemy.org/c/sqlalchemy/sqlalchemy/+/2253\n if unique:\n result = result.unique()\n return result.scalar_one()\n\n\n\n ... [5 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 10\n Unclosed '(' at line 6 - expected ')'\n SyntaxError: '(' was never closed at line 6\n\n\u26a0\ufe0f Warnings:\n Unexpected indentation at line 9\n Unexpected indentation at line 11\n Unexpected indentation at line 12\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 10\n Add closing ')' bracket"}]
| false
| null | null | null |
b941e493bd72a0cc29b7f5487a4bd483b40a8fe3
|
TheStack--python--000.parquet
|
Review this Pythoncode:Python code: from django.core.management.base import BaseCommand from django.contrib.auth import get_user_model class Command(BaseCommand): help = "Creates a default super user if one doesn't already exist. " \ "This is designed to be used in the docker-compose.yml to create an initial super user on deployment." def handle(self, *args, **kwargs): """ Checks whether any super users exist and creates a default one if not :param args: Unused :param kwargs: Unused """ super_users = get_user_model().objects.filter(is_superuser=True) if super_users.exists(): self.stdout.write('A superuser already exists, not creating one') else: get_user_model().objects.create_superuser(email="admin@events.com", password="EventsEvents") self.stdout.write('Created default superuser "admin@events.com"') self.stdout.write('Make sure you change the password immediately!')
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Code Review: ❌ Critical issues: Unterminated string literal at line 6 Hardcoded credentials at line 21 - use environment variables ⚠️ Code quality: Unexpected indentation at line 3 Unexpected indentation at line 7 Unexpected indentation at line 8 Unexpected indentation at line 11 Unexpected indentation at line 12 Unexpected indentation at line 14 Unexpected indentation at line 15 Unexpected indentation at line 16 Unexpected indentation at line 17 Unexpected indentation at line 20 Unexpected indentation at line 22 Unexpected indentation at line 23 ✨ Improvements: Add closing quote at line 6 Add docstring to class 'Command'
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advanced
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machine_learning
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code_review
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Pythoncode:Python
| 1
| 1
| 1,004
| true
|
[{"role": "user", "content": "Review this Pythoncode:Python code:\nfrom django.core.management.base import BaseCommand\r\nfrom django.contrib.auth import get_user_model\r\n\r\n\r\nclass Command(BaseCommand):\r\n help = \"Creates a default super user if one doesn't already exist. \" \\\r\n \"This is designed to be used in the docker-compose.yml to create an initial super user on deployment.\"\r\n\r\n def handle(self, *args, **kwargs):\r\n \"\"\"\r\n Checks whether any super users exist and creates a default one if not\r\n\r\n :param args: Unused\r\n :param kwargs: Unused\r\n \"\"\"\r\n super_users = get_user_model().objects.filter(is_superuser=True)\r\n\r\n if super_users.exists():\r\n self.stdout.write('A superuser already exists, not creating one')\r\n else:\r\n get_user_model().objects.create_superuser(email=\"admin@events.com\", password=\"EventsEvents\")\r\n self.stdout.write('Created default superuser \"admin@events.com\"')\r\n self.stdout.write('Make sure you change the password immediately!')"}, {"role": "assistant", "content": " Code Review:\n\n\n\u274c Critical issues:\n Unterminated string literal at line 6\n Hardcoded credentials at line 21 - use environment variables\n\n\u26a0\ufe0f Code quality:\n Unexpected indentation at line 3\n Unexpected indentation at line 7\n Unexpected indentation at line 8\n Unexpected indentation at line 11\n Unexpected indentation at line 12\n Unexpected indentation at line 14\n Unexpected indentation at line 15\n Unexpected indentation at line 16\n Unexpected indentation at line 17\n Unexpected indentation at line 20\n Unexpected indentation at line 22\n Unexpected indentation at line 23\n\n\u2728 Improvements:\n Add closing quote at line 6\n Add docstring to class 'Command'"}]
| false
| null | null | null |
b9421dbb7e263a5a3de9a9e29e270b09ceba630c
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TheStack--python--000.parquet
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Fix this broken Pythoncode:Python code: # Copyright (c) Facebook, Inc. and its affiliates. # # This source code is licensed under the MIT license found in the # LICENSE file in the root directory of this source tree. def image_layer( name, parent_layer = None, features = None, flavor = None, flavor_config_override = None, antlir_rule = "user-internal", **image_layer_kwargs): """ Arguments - `parent_layer`: The name of another `image_layer` target, on top of which the current layer will install its features. - `features`: List of `feature` target paths and/or nameless structs from `feature.new`. - `flavor`: Picks default build options for the layer, including `build_appliance`, RPM installer, and others. See `flavor_helpers.bzl` for details. - `flavor_config_override`: A struct that can override the default values fetched from `REPO_CFG[flavor].flavor_to_config`. - `mount_config`: Specifies how this layer is mounted in the `mounts` field of a `feature` of a parent layer. See the field in `_image_layer_impl` in `image_layer_utils.bzl` - `runti Error: SyntaxError / EOF
|
Fixed Code: # Copyright (c) Facebook, Inc. and its affiliates. # # This source code is licensed under the MIT license found in the # LICENSE file in the root directory of this source tree. def image_layer( name, parent_layer = None, features = None, flavor = None, flavor_config_override = None, antlir_rule = "user-internal", **image_layer_kwargs): """ Arguments - `parent_layer`: The name of another `image_layer` target, on top of which the current layer will install its features. - `features`: List of `feature` target paths and/or nameless structs from `feature.new`. Explanation: Complete the truncated code structure
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intermediate
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ui
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error_fixing
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Pythoncode:Python
| 1
| 0
| 1,135
| false
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[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\n# Copyright (c) Facebook, Inc. and its affiliates.\n#\n# This source code is licensed under the MIT license found in the\n# LICENSE file in the root directory of this source tree.\n\ndef image_layer(\n name,\n parent_layer = None,\n features = None,\n flavor = None,\n flavor_config_override = None,\n antlir_rule = \"user-internal\",\n **image_layer_kwargs):\n \"\"\"\n Arguments\n\n - `parent_layer`: The name of another `image_layer` target, on\n top of which the current layer will install its features.\n - `features`: List of `feature` target paths and/or\n nameless structs from `feature.new`.\n - `flavor`: Picks default build options for the layer, including\n `build_appliance`, RPM installer, and others. See `flavor_helpers.bzl`\n for details.\n - `flavor_config_override`: A struct that can override the default\n values fetched from `REPO_CFG[flavor].flavor_to_config`.\n - `mount_config`: Specifies how this layer is mounted in the\n `mounts` field of a `feature` of a parent layer. See\n the field in `_image_layer_impl` in `image_layer_utils.bzl`\n - `runti\n\n Error: SyntaxError / EOF"}, {"role": "assistant", "content": " Fixed Code:\n\n\n# Copyright (c) Facebook, Inc. and its affiliates.\n#\n# This source code is licensed under the MIT license found in the\n# LICENSE file in the root directory of this source tree.\n\ndef image_layer(\n name,\n parent_layer = None,\n features = None,\n flavor = None,\n flavor_config_override = None,\n antlir_rule = \"user-internal\",\n **image_layer_kwargs):\n \"\"\"\n Arguments\n\n - `parent_layer`: The name of another `image_layer` target, on\n top of which the current layer will install its features.\n - `features`: List of `feature` target paths and/or\n nameless structs from `feature.new`.\n\n Explanation: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
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CRITICAL
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b942ff3dafb5c886434a478e8bfb0592e83afd1c
|
TheStack--python--000.parquet
|
Repair the syntax errors in this Pythoncode:Python code: ''' __main__, to run: python -m promt_tr ''' import sys from random import randint from promt_tr import promt_tr, LANG_CODES # pragma: no cover def main(): '''main''' from_lang = 'auto' to_lang = 'zh' text = 'test ' + str(randint(0, 10000)) if not sys.argv[1:]: print('Provide some English text, with an optional to_lang') print('E.g., python -m promt_tr test this and that de') print('Testing with some random text\n') else: argv = sys.argv[1:] len_ = len(argv) if len_ == 1: if argv[0] in LANG_CODES: to_lang = argv[0] else: text = argv[0] elif argv[-1] in LANG_CODES: to_lang = argv[-1] text = ' '.join(argv[:-1]) else: text = ' '.join(argv) for to_lang in ['zh', 'de', 'fr
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Syntax Analysis: Syntax Errors Found: • Code truncated in middle of expression - unexpected EOF • Unterminated string literal at line 1 • Unclosed '[' at line 37 - expected ']' Fixes: • Complete the expression on the last line • Add closing quote at line 1 • Add closing ']' bracket
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intermediate
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testing
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syntax_repair
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Pythoncode:Python
| 1
| 0
| 867
| true
|
[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\n''' __main__, to run:\npython -m promt_tr\n'''\nimport sys\nfrom random import randint\n\nfrom promt_tr import promt_tr, LANG_CODES\n\n\n# pragma: no cover\ndef main():\n '''main'''\n\n from_lang = 'auto'\n to_lang = 'zh'\n text = 'test ' + str(randint(0, 10000))\n\n if not sys.argv[1:]:\n print('Provide some English text, with an optional to_lang')\n print('E.g., python -m promt_tr test this and that de')\n print('Testing with some random text\\n')\n else:\n argv = sys.argv[1:]\n len_ = len(argv)\n\n if len_ == 1:\n if argv[0] in LANG_CODES:\n to_lang = argv[0]\n else:\n text = argv[0]\n elif argv[-1] in LANG_CODES:\n to_lang = argv[-1]\n text = ' '.join(argv[:-1])\n else:\n text = ' '.join(argv)\n\n for to_lang in ['zh', 'de', 'fr"}, {"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 1\n \u2022 Unclosed '[' at line 37 - expected ']'\n\n Fixes:\n \u2022 Complete the expression on the last line\n \u2022 Add closing quote at line 1\n \u2022 Add closing ']' bracket"}]
| true
|
syntax
|
MID_STRING
|
CRITICAL
|
b9443b673da6e4fd8c252e11eba4606e69192845
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: import os import sys import pandas as pd from datetime import datetime from settings import RAW_DATA_DIR, DataV3, DATA_V3_SUBVERSION from src.feature
|
Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Detected Errors: • Invalid syntax at line 6: from src.feature Fix: Complete the truncated code structure
|
intermediate
|
data_processing
|
error_detection
|
Pythoncode:Python
| 0
| 0
| 149
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nimport os\nimport sys\nimport pandas as pd\nfrom datetime import datetime\nfrom settings import RAW_DATA_DIR, DataV3, DATA_V3_SUBVERSION\nfrom src.feature"}, {"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 6: from src.feature\n\n\n Fix: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
b9458ab72f55b4db845f6d76e44dba3b00e000ed
|
TheStack--python--000.parquet
|
Repair the syntax errors in this Pythoncode:Python code: #!/usr/bin/python """Annotates -E preprocessed source input with line numbers. Read std input, then annotate each line with line number based on previous expanded line directives from -E output. Useful in the context of compiler debugging. """ import getopt import os import re import sys import script_utils as u flag_reverse = True def usage(msgarg): """Print usage and exit.""" if msgarg: sys.stderr.write("error: %s\n" % msgarg) print """\ usage: %s [options] < input > output options: -d increase debug msg verbosity level """ % os.path.basename(sys.argv[0]) sys.exit(1) def parse_args(): """Command line argument parsing.""" global flag_reverse try: optlist, _ = getopt.getopt(sys.argv[1:], "dr") except getopt.GetoptError as err: # unrecognized option usage(str(err)) for opt, _ in optlist: if opt == "-d": u.increment_verbosity() elif opt == "-r": flag_reverse = False # Setup u.setdeflanglocale( parse_args() # Read lines = sys.stdin.readlines() lnum = -1 matcher = re.compile(r"^\#\s+(\d+)\s+\"(\S+)\".*$") for line in lines: m = matcher.match(line) if m: lnum = int(m.group(1)) afile = m.group(2) print "<%s:%d>" % (afile, lnum) continue print "%d:%s" % (lnum, line.strip()) lnum += 1
|
Syntax Analysis: Syntax Errors Found: • Unterminated string literal at line 2 • Unclosed '(' at line 53 - expected ')' • SyntaxError: Missing parentheses in call to 'print'. Did you mean print(...)? at line 25 Fixes: • Add closing quote at line 2 • Add closing ')' bracket • Review code syntax
|
intermediate
|
data_processing
|
syntax_repair
|
Pythoncode:Python
| 2
| 0
| 1,311
| true
|
[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\n#!/usr/bin/python\n\"\"\"Annotates -E preprocessed source input with line numbers.\n\nRead std input, then annotate each line with line number based on previous\nexpanded line directives from -E output. Useful in the context of compiler\ndebugging.\n\n\"\"\"\n\nimport getopt\nimport os\nimport re\nimport sys\n\nimport script_utils as u\n\n\nflag_reverse = True\n\n\ndef usage(msgarg):\n \"\"\"Print usage and exit.\"\"\"\n if msgarg:\n sys.stderr.write(\"error: %s\\n\" % msgarg)\n print \"\"\"\\\n usage: %s [options] < input > output\n\n options:\n -d increase debug msg verbosity level\n\n \"\"\" % os.path.basename(sys.argv[0])\n sys.exit(1)\n\n\ndef parse_args():\n \"\"\"Command line argument parsing.\"\"\"\n global flag_reverse\n\n try:\n optlist, _ = getopt.getopt(sys.argv[1:], \"dr\")\n except getopt.GetoptError as err:\n # unrecognized option\n usage(str(err))\n\n for opt, _ in optlist:\n if opt == \"-d\":\n u.increment_verbosity()\n elif opt == \"-r\":\n flag_reverse = False\n\n\n# Setup\nu.setdeflanglocale(\nparse_args()\n\n# Read\nlines = sys.stdin.readlines()\nlnum = -1\nmatcher = re.compile(r\"^\\#\\s+(\\d+)\\s+\\\"(\\S+)\\\".*$\")\nfor line in lines:\n m = matcher.match(line)\n if m:\n lnum = int(m.group(1))\n afile = m.group(2)\n print \"<%s:%d>\" % (afile, lnum)\n continue\n print \"%d:%s\" % (lnum, line.strip())\n lnum += 1"}, {"role": "assistant", "content": " Syntax Analysis:\n\n Syntax Errors Found:\n \u2022 Unterminated string literal at line 2\n \u2022 Unclosed '(' at line 53 - expected ')'\n \u2022 SyntaxError: Missing parentheses in call to 'print'. Did you mean print(...)? at line 25\n\n Fixes:\n \u2022 Add closing quote at line 2\n \u2022 Add closing ')' bracket\n \u2022 Review code syntax"}]
| true
|
syntax
|
MISSING_BRACKETS
|
MEDIUM
|
b945e094a775936b9b256c03b9ad1404cebcb291
|
TheStack--python--000.parquet
|
Fill in the in this Pythoncode:Python code: import streamlit as st import tensorflow as tf import numpy from utils.get_owm_data import get_open_weather_map_data from utils.get_date import get_date_list_for_gmt import plotly.graph_objects as go from plotly import tools import plotly.offline as py import plotly.express as px def app(): st.title("LSTM Model") st.subheader('What does LSTM model do?') st.markdown("""<p style='text-align: justify;'>LSTM networks are an extension of recurrent neural networks (RNNs) mainly introduced to handle situations where RNNs fail. It has been so designed that thevanishing gradient problem is almost completely removed, while the training model is left unaltered. Long-time lags in certain problems are bridged using LSTMs where they also handle noise, distributed representations, and continuous values.</p>""", unsafe_allow_html=True) st.subheader('Why we chose LSTM?') st.markdown("""<p style='text-align: justify;'>LSTM is well-suited to classify, process and predict time series given time lags of unknown duration. Relative insensitivity to gap length gives an advantage to LSTM over alternative RNNs, hidden Markov models and other sequence learningmethods. In addition, LSTM works great because LSTM cells have a memory that can store previous timestep information and this is how it learns.</p>""", unsafe_allow_html=True) st.subheader('LSTM model input and output') # Complete this line LSTM_model_name = 'models/LSTM_model.h5' model_lstm = tf.keras.models.load_model(LSTM_model_name) features = get_open_weather_map_data() prediction_lstm = model_lstm.predict(features) * 100 prediction_lstm = prediction_lstm.ravel() date_list = get_date_list_for_gmt() data = [] layout = go.Layout( title= "<b>LSTM Dam Occupancy Forecasting Plot</b>",paper_bgcolor = 'rgb(248, 248, 255)',plot_bgcolor = 'rgb(248, 248, 255)',barmode = "stack", xaxis = dict(title="Time", linecolor="#BCCCDC",showspikes=True,spikethickness=2,spikedash="dot",spikecolor= "#ffffff",spikemode="across",), yaxis= dict(title="Dam Occupancy Rate (%)",linecolor="#021C1E")) line_chart= go.Scatter(x=date_list, y=prediction_lstm, marker_color='rgb(0, 200, 200)' ) data.append(line_chart) fig= go.Figure(data=data, layout=layout) st.plotly_chart(fig)
|
The missing line is: st.markdown("Model input is 7 days daily weather data from [OpenWeatherAPI](https://openweathermap.org/api). Model input features are *Rain*, *MaxTemp*, *MinTemp*, *AvgWind*, *AvgHumidity* and *AvgPressure*. Model predicts 7 days dam occupancy rate of İstanbul using these features.", unsafe_allow_html=True)
|
intermediate
|
api
|
fill_in_the_blank
|
Pythoncode:Python
| 1
| 0
| 2,547
| true
|
[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\nimport streamlit as st\nimport tensorflow as tf\nimport numpy\nfrom utils.get_owm_data import get_open_weather_map_data\nfrom utils.get_date import get_date_list_for_gmt\n\nimport plotly.graph_objects as go\nfrom plotly import tools\nimport plotly.offline as py\nimport plotly.express as px\n\n\ndef app():\n\tst.title(\"LSTM Model\")\n\t\n\tst.subheader('What does LSTM model do?')\n\tst.markdown(\"\"\"<p style='text-align: justify;'>LSTM networks are an extension of recurrent neural networks (RNNs) mainly introduced to handle situations where RNNs fail. It has been so designed that thevanishing gradient problem is almost completely removed, while the training model is left unaltered. Long-time lags in certain problems are bridged using LSTMs where they also handle noise, distributed representations, and continuous values.</p>\"\"\", unsafe_allow_html=True)\n\t\n\tst.subheader('Why we chose LSTM?')\n\tst.markdown(\"\"\"<p style='text-align: justify;'>LSTM is well-suited to classify, process and predict time series given time lags of unknown duration. Relative insensitivity to gap length gives an advantage to LSTM over alternative RNNs, hidden Markov models and other sequence learningmethods. In addition, LSTM works great because LSTM cells have a memory that can store previous timestep information and this is how it learns.</p>\"\"\", unsafe_allow_html=True)\t\n\t\n\tst.subheader('LSTM model input and output')\n # Complete this line\n\n\t\n\tLSTM_model_name = 'models/LSTM_model.h5'\n\n\tmodel_lstm = tf.keras.models.load_model(LSTM_model_name)\n\n\tfeatures = get_open_weather_map_data()\n\n\n\tprediction_lstm = model_lstm.predict(features) * 100\n\tprediction_lstm = prediction_lstm.ravel()\n\tdate_list = get_date_list_for_gmt()\n\n\tdata = []\n\n\tlayout = go.Layout(\n\t\n\ttitle= \"<b>LSTM Dam Occupancy Forecasting Plot</b>\",paper_bgcolor = 'rgb(248, 248, 255)',plot_bgcolor = 'rgb(248, 248, 255)',barmode = \"stack\",\n\txaxis = dict(title=\"Time\", linecolor=\"#BCCCDC\",showspikes=True,spikethickness=2,spikedash=\"dot\",spikecolor= \"#ffffff\",spikemode=\"across\",),\n\tyaxis= dict(title=\"Dam Occupancy Rate (%)\",linecolor=\"#021C1E\"))\n\n\n\tline_chart= go.Scatter(x=date_list, y=prediction_lstm, marker_color='rgb(0, 200, 200)' )\n\tdata.append(line_chart)\n\tfig= go.Figure(data=data, layout=layout)\n\tst.plotly_chart(fig)"}, {"role": "assistant", "content": "The missing line is:\n\tst.markdown(\"Model input is 7 days daily weather data from [OpenWeatherAPI](https://openweathermap.org/api). Model input features are *Rain*, *MaxTemp*, *MinTemp*, *AvgWind*, *AvgHumidity* and *AvgPressure*. Model predicts 7 days dam occupancy rate of \u0130stanbul using these features.\", unsafe_allow_html=True)"}]
| false
| null | null | null |
b94613d2fb24bf9487b3045eae02b837543d3647
|
TheStack--python--000.parquet
|
Debug this Pythoncode:Python code: # -*- coding: utf-8 -*- import os ROOT = os.path.abspath(os.path.dirname(__file__)) path = lambda *args: os.path.join(ROOT, *args) """ Template for local settings of the FST webservice (fst_web) Please edit this file and replace all generic values with values suitable to your particular installation. """ # NOTE! Always set this to False before deploying DEBUG = True # NOTE! Before deploying on a public, uncomment ALLOWED_HOSTS # and add IP address and/or domain of your site ALLOWED_HOSTS = ['localhost', '127.0.0.1', 'fst.magokoro.nu'] # Look for instance-specific settings try: from .instance_settings import * except ImportError: from .default_instance_settings import * DATABASES = { 'default': { 'ENGINE': 'django.db.backends.sqlite3', 'NAME': path('database/fst_demo.db') } } LOG_LEVEL = "DEBUG" # Enable this to override global DB Debug setting # DB_DEBUG_LEVEL = "DEBUG" # Setup mail server for sending email notifications. # You can use any mail server you want. # But a very simple way to get started is to use a gmail account. EMAIL_USE_TLS = True EMAIL_HOST = 'smtp.gmail.com' EMAIL_PORT = 587 # EMAIL_HOST_USER = 'your email' # EMAIL_HOST_PASSWORD = 'your password' # Admins specified here receive email notifications on critical errors. ADMINS = () MANAGERS = ADMINS # URL that handles the media served from MEDIA_ROOT. Make sure to use a # trailing slash. # Examples: "http://media.lawrence.com/media/", "http://example.com/media/" MEDIA_URL = os.path.join("/dokument/") # Site and port for hosting FST service (do not add ending '/'). FST_SITE_URL = "http://127.0.0.1:8000" # TODO - Check if FST_INSTANCE_PREFIX can be removed # Site and port of specific FST instance (do not add ending '/'). FST_INSTANCE_URL = os.path.join( "http://127.0.0.1:8000", FST_INSTANCE_PREFIX)
|
Code analysis results: 🔴 Errors found: Unterminated string literal at line 7 Hardcoded credentials at line 45 - use environment variables ⚠️ Warnings: Unexpected indentation at line 27 Unexpected indentation at line 28 Unexpected indentation at line 29 Unexpected indentation at line 30 💡 Suggestions: Add closing quote at line 7 Unresolved TODO/FIXME at line 60
|
intermediate
|
api
|
debugging
|
Pythoncode:Python
| 0
| 0
| 1,847
| true
|
[{"role": "user", "content": "Debug this Pythoncode:Python code:\n# -*- coding: utf-8 -*-\nimport os\n\nROOT = os.path.abspath(os.path.dirname(__file__))\npath = lambda *args: os.path.join(ROOT, *args)\n\n\"\"\" Template for local settings of the FST webservice (fst_web)\n\nPlease edit this file and replace all generic values with values suitable to\nyour particular installation.\n\"\"\"\n\n# NOTE! Always set this to False before deploying\nDEBUG = True\n\n# NOTE! Before deploying on a public, uncomment ALLOWED_HOSTS\n# and add IP address and/or domain of your site\nALLOWED_HOSTS = ['localhost', '127.0.0.1', 'fst.magokoro.nu']\n\n# Look for instance-specific settings\ntry:\n from .instance_settings import *\nexcept ImportError:\n from .default_instance_settings import *\n\nDATABASES = {\n 'default': {\n 'ENGINE': 'django.db.backends.sqlite3',\n 'NAME': path('database/fst_demo.db')\n }\n}\n\nLOG_LEVEL = \"DEBUG\"\n\n# Enable this to override global DB Debug setting\n# DB_DEBUG_LEVEL = \"DEBUG\"\n\n# Setup mail server for sending email notifications.\n# You can use any mail server you want.\n# But a very simple way to get started is to use a gmail account.\nEMAIL_USE_TLS = True\nEMAIL_HOST = 'smtp.gmail.com'\nEMAIL_PORT = 587\n# EMAIL_HOST_USER = 'your email'\n# EMAIL_HOST_PASSWORD = 'your password'\n\n# Admins specified here receive email notifications on critical errors.\nADMINS = ()\n\nMANAGERS = ADMINS\n\n# URL that handles the media served from MEDIA_ROOT. Make sure to use a\n# trailing slash.\n# Examples: \"http://media.lawrence.com/media/\", \"http://example.com/media/\"\nMEDIA_URL = os.path.join(\"/dokument/\")\n\n# Site and port for hosting FST service (do not add ending '/').\nFST_SITE_URL = \"http://127.0.0.1:8000\"\n\n# TODO - Check if FST_INSTANCE_PREFIX can be removed\n# Site and port of specific FST instance (do not add ending '/').\nFST_INSTANCE_URL = os.path.join(\n \"http://127.0.0.1:8000\",\n FST_INSTANCE_PREFIX)"}, {"role": "assistant", "content": " Code analysis results:\n\n\n\ud83d\udd34 Errors found:\n Unterminated string literal at line 7\n Hardcoded credentials at line 45 - use environment variables\n\n\u26a0\ufe0f Warnings:\n Unexpected indentation at line 27\n Unexpected indentation at line 28\n Unexpected indentation at line 29\n Unexpected indentation at line 30\n\n\ud83d\udca1 Suggestions:\n Add closing quote at line 7\n Unresolved TODO/FIXME at line 60"}]
| false
| null | null | null |
b9475ee1123a7f8c87eb161ddf2246d4b5a64a79
|
TheStack--python--000.parquet
|
Review this Pythoncode:Python code: #! /usr/bin/env python3.6 import argparse import argcomplete from argcomplete.completers import ChoicesCompleter from argcomplete.completers import EnvironCompleter import requests from bthread import BookingThread from bs4 import BeautifulSoup from file_writer import FileWriter def get_countries(): with open("europa2020.txt", "r") as f: countries = f.read().splitlines() return countries def get_booking_page(session, offset, rooms, country, dest_id, DayIni, DayFim): print('get_booking_page(session, offset, rooms, country, dest_id, DayIni, DayFim):') print(session, offset, rooms, country, dest_id, DayIni, DayFim) diaInicial = str(int(DayIni[0:2])) mesInicial = str(int(DayIni[3:5])) anoInicial = str(int(DayIni[6:10])) diaFinal = str(int(DayFim[0:2])) mesFinal = str(int(DayFim[3:5])) anoFinal = str(int(DayFim[6:10])) ''' Make request to airbnb page and parse html :param offset: :return: html page ''' url = 'https://www.airbnb.com.br/s/Londres/'\ 'homes?refinement_paths%5B%5D=%2Fhomes¤t_tab_id=home_tab&selected_tab_id=home_tab&source=mc_search_bar&search_type=unknown'\ '&click_referer=t%3ASEE_ALL%7Csid%3A874f16ee-6196-4289-9717-17dec73e1e5c%7Cst%3AMAGAZINE_HOMES&screen_size=large&hide_dates_and_guests_filters=false'\ '&ne_lat=51.80546533345978&ne_lng=0.4969575708007312&sw_lat=51.17528882051496&sw_lng=-0.8200285131836154&zoom=10&search_by_map=false&checkin={anoInicial}-{mesInicial}-{diaInicial}'\ '&checkout={anoFinal}-{mesFinal}-{diaFinal}&adults={rooms}&property_type_id%5B%5D=1&property_type_id%5B%5D=43&property_type_id%5B%5D=47'\ '&place_id=ChIJdd4hrwug2EcRmSrV3Vo6llI&room_types%5B%5D=Entire%20home%2Fapt'\ '§ion_offset=6&items_offset=18'.format(rooms=rooms, country=country.replace(' ', '+'),anoFinal=anoFinal,mesFinal=mesFinal,diaInicial=diaInicial,mesInicial=mesInicial,anoInicial=anoInicial,diaFinal=diaFinal,dest_id=dest_id) + str(offset) r = requests.get(url, headers= {'User-Agent': 'Mozilla/5.0 (Windows NT 6.1; Win64; x64; rv:47.0)' ' Gecko/20100101 Firefox/48.0'}) html = r.content print(url) parsed_html = BeautifulSoup(html, 'lxml') return parsed_html ... [4 more functiondefs truncated] ...
|
Code Review: ❌ Critical issues: Code truncated in middle of expression - unexpected EOF Unterminated string literal at line 30 Block at line 17 has no indented body Invalid syntax at line 56: ... [4 more functiondefs truncated] ... ⚠️ Code quality: Unexpected indentation at line 14 Unexpected indentation at line 20 Unexpected indentation at line 23 Unexpected indentation at line 24 Unexpected indentation at line 27 Unexpected indentation at line 28 Unexpected indentation at line 31 Unexpected indentation at line 32 Unexpected indentation at line 34 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 46 Unexpected indentation at line 47 Unexpected indentation at line 48 Unexpected indentation at line 51 Unexpected indentation at line 52 ✨ Improvements: Complete the expression on the last line Add closing quote at line 30 Review syntax near the error location
|
intermediate
|
api
|
code_review
|
Pythoncode:Python
| 2
| 0
| 2,337
| true
|
[{"role": "user", "content": "Review this Pythoncode:Python code:\n#! /usr/bin/env python3.6\nimport argparse\nimport argcomplete\nfrom argcomplete.completers import ChoicesCompleter\nfrom argcomplete.completers import EnvironCompleter\nimport requests\nfrom bthread import BookingThread\nfrom bs4 import BeautifulSoup\nfrom file_writer import FileWriter\n\ndef get_countries():\n with open(\"europa2020.txt\", \"r\") as f:\n countries = f.read().splitlines()\n return countries\n\n\ndef get_booking_page(session, offset, rooms, country, dest_id, DayIni, DayFim):\n\n print('get_booking_page(session, offset, rooms, country, dest_id, DayIni, DayFim):')\n print(session, offset, rooms, country, dest_id, DayIni, DayFim)\n\n diaInicial = str(int(DayIni[0:2]))\n mesInicial = str(int(DayIni[3:5]))\n anoInicial = str(int(DayIni[6:10]))\n\n diaFinal = str(int(DayFim[0:2]))\n mesFinal = str(int(DayFim[3:5]))\n anoFinal = str(int(DayFim[6:10]))\n\n '''\n Make request to airbnb page and parse html\n :param offset:\n :return: html page\n '''\n\n\n url = 'https://www.airbnb.com.br/s/Londres/'\\\n 'homes?refinement_paths%5B%5D=%2Fhomes¤t_tab_id=home_tab&selected_tab_id=home_tab&source=mc_search_bar&search_type=unknown'\\\n '&click_referer=t%3ASEE_ALL%7Csid%3A874f16ee-6196-4289-9717-17dec73e1e5c%7Cst%3AMAGAZINE_HOMES&screen_size=large&hide_dates_and_guests_filters=false'\\\n '&ne_lat=51.80546533345978&ne_lng=0.4969575708007312&sw_lat=51.17528882051496&sw_lng=-0.8200285131836154&zoom=10&search_by_map=false&checkin={anoInicial}-{mesInicial}-{diaInicial}'\\\n '&checkout={anoFinal}-{mesFinal}-{diaFinal}&adults={rooms}&property_type_id%5B%5D=1&property_type_id%5B%5D=43&property_type_id%5B%5D=47'\\\n '&place_id=ChIJdd4hrwug2EcRmSrV3Vo6llI&room_types%5B%5D=Entire%20home%2Fapt'\\\n '§ion_offset=6&items_offset=18'.format(rooms=rooms, country=country.replace(' ', '+'),anoFinal=anoFinal,mesFinal=mesFinal,diaInicial=diaInicial,mesInicial=mesInicial,anoInicial=anoInicial,diaFinal=diaFinal,dest_id=dest_id) + str(offset)\n\n r = requests.get(url, headers=\n {'User-Agent': 'Mozilla/5.0 (Windows NT 6.1; Win64; x64; rv:47.0)'\n ' Gecko/20100101 Firefox/48.0'})\n html = r.content\n\n print(url)\n parsed_html = BeautifulSoup(html, 'lxml')\n return parsed_html\n\n\n\n ... [4 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 30\n Block at line 17 has no indented body\n Invalid syntax at line 56: ... [4 more functiondefs truncated] ...\n\n\n\u26a0\ufe0f Code quality:\n Unexpected indentation at line 14\n Unexpected indentation at line 20\n Unexpected indentation at line 23\n Unexpected indentation at line 24\n Unexpected indentation at line 27\n Unexpected indentation at line 28\n Unexpected indentation at line 31\n Unexpected indentation at line 32\n Unexpected indentation at line 34\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 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\n\u2728 Improvements:\n Complete the expression on the last line\n Add closing quote at line 30\n Review syntax near the error location"}]
| false
| null | null | null |
b947d963b017c12ec37d222b3722de432bf97da6
|
TheStack--python--000.parquet
|
Explain this Pythoncode:Python code: #!/usr/bin/env python # # Copyright 2007 Google Inc. # # 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. # from google.appengine.api import users import webapp2 # For datastore import cgi import urllib from google.appengine.ext import ndb class UserId(ndb.Model): content = ndb.StringProperty() date = ndb.DateTimeProperty(auto_now_add=True) @classmethod def query_user(cls, ancestor_key): return cls.query(ancestor=ancestor_key).order(-cls.date) # ************** MainHandler ************* # class MainHandler(webapp2.RequestHandler): def get(self): self.response.write('Hello world!') # ************** GetUser ************* # class GetUser(webapp2.RequestHandler): def get(self): self.response.out.write('<html><body>') client_id = self.request.get('client_id') ancestor_key = ndb.Key("ID", client_id or "*no_id*") userids = UserId.query_user(ancestor_key).fetch(20) self.response.out.write('her er eitthvad') for userid in userids: self.response.out.write('<blockquote>%s</blockquote>' % cgi.escape(userid.content)) # Checks for active Google account session # user = users.get_current_user() # if user: # self.response.headers['Content-Type'] = 'text/plain' # self.response.write('Hello, ' + user.nickname()) # else: # self.redirect(users.create_login_url(self.request.uri)) self.response.out.write('</body></html>') def post(self): pass # ************** HasData ************* # class HasData(webapp2.RequestHandler): def get(self): pass #TODO does user have data class PostData(webapp2.RequestHandler): def post(self): client_id = self.request.get('client_id') chrome_user = UserId(parent=ndb.Key("ID", client_id or "*no_id*"), content = self.request.get('client_id')) chrome_user.put() #TODO recieve data from client class GetSyncData(object): """docstring for GetSyncData""" def __init__(self, arg): super(GetSyncData, self).__init__() self.arg = arg #implement get data for user # property user.email() or user.user_id() app = webapp2.WSGIApplication([ ('/', MainHandler), ('/GetUser/', GetUser), ('/HasData/', HasData), ('/chrome-sync/command/', PostData), ('/GetSyncData/', GetSyncData) ], debug=True)
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Functions: query_user, get, get, post, get Classes: UserId, MainHandler, GetUser This code demonstrates Pythoncode:Python programming.
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advanced
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api
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code_explanation
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Pythoncode:Python
| 7
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| 2,919
| true
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[{"role": "user", "content": "Explain this Pythoncode:Python code:\n#!/usr/bin/env python\n#\n# Copyright 2007 Google Inc.\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#\nfrom google.appengine.api import users\n\nimport webapp2\n\n# For datastore\nimport cgi\nimport urllib\nfrom google.appengine.ext import ndb\n\nclass UserId(ndb.Model):\n content = ndb.StringProperty()\n date = ndb.DateTimeProperty(auto_now_add=True)\n\n @classmethod\n def query_user(cls, ancestor_key):\n return cls.query(ancestor=ancestor_key).order(-cls.date)\n\n# ************** MainHandler ************* #\nclass MainHandler(webapp2.RequestHandler):\n def get(self):\n self.response.write('Hello world!')\n\n\n# ************** GetUser ************* #\nclass GetUser(webapp2.RequestHandler):\n\n def get(self):\n self.response.out.write('<html><body>')\n client_id = self.request.get('client_id')\n ancestor_key = ndb.Key(\"ID\", client_id or \"*no_id*\")\n userids = UserId.query_user(ancestor_key).fetch(20)\n self.response.out.write('her er eitthvad')\n for userid in userids:\n self.response.out.write('<blockquote>%s</blockquote>' %\n cgi.escape(userid.content))\n # Checks for active Google account session\n # user = users.get_current_user()\n\n # if user:\n # self.response.headers['Content-Type'] = 'text/plain'\n # self.response.write('Hello, ' + user.nickname())\n # else:\n # self.redirect(users.create_login_url(self.request.uri))\n self.response.out.write('</body></html>')\n def post(self):\n pass\n\n# ************** HasData ************* #\nclass HasData(webapp2.RequestHandler):\n def get(self):\n pass\n #TODO does user have data\n\nclass PostData(webapp2.RequestHandler):\n def post(self):\n client_id = self.request.get('client_id')\n chrome_user = UserId(parent=ndb.Key(\"ID\", client_id or \"*no_id*\"),\n content = self.request.get('client_id'))\n chrome_user.put()\n #TODO recieve data from client\n\nclass GetSyncData(object):\n \"\"\"docstring for GetSyncData\"\"\"\n def __init__(self, arg):\n super(GetSyncData, self).__init__()\n self.arg = arg\n\n #implement get data for user\n # property user.email() or user.user_id()\n\n\napp = webapp2.WSGIApplication([\n ('/', MainHandler),\n ('/GetUser/', GetUser),\n ('/HasData/', HasData),\n ('/chrome-sync/command/', PostData),\n ('/GetSyncData/', GetSyncData)\n], debug=True)"}, {"role": "assistant", "content": " Functions: query_user, get, get, post, get\n Classes: UserId, MainHandler, GetUser\n This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
b94890b4860019fd993040c0790c0701fc24a0c5
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TheStack--python--000.parquet
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Debug this Pythoncode:Python code: # Comet VOEvent Broker. from twisted.application.internet import ClientService from comet.protocol.subscriber import VOEventSubscriberFactory __all__ = ["makeSubscriberService"] def makeSubscriberService(endpoint, local_ivo, validators, handlers, filters): """Create a reconnecting VOEvent subscriber service. Parameters ---------- endpoint : implements `twisted.internet.interfaces.IStreamClientEndpoint` The endpoint to which the service will connect. local_ivo : `str` or `None` IVOA identifier for the subscriber. validators : `list` of implementers of `~comet.icomet.IValidator`. Validators which will be applied to incoming events. Events which fail validation will be rejected. handlers : `list` of implementers of `~comet.icomet.IHandler`. Handlers to which events which pass validation will be passed. filters : `list` of `str` XPath filters. Will be passed to upstream as a request to filter the alerts being sent. Notes ----- Upstream brokes may not provide support for XPath filtering; in this case, the filters suppplied will be ignored. Reconnection is handled according to the default policies of `twisted.application.internet.ClientService`. """ factory = VOEventSubscriberFactory(local_ivo, validators, handlers, filters) service = ClientService(endpoint, factory) return service
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Code analysis results: 🔴 Errors found: Unterminated string literal at line 11 ⚠️ Warnings: Unexpected indentation at line 14 Unexpected indentation at line 15 Unexpected indentation at line 16 Unexpected indentation at line 17 💡 Suggestions: Add closing quote at line 11
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intermediate
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api
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debugging
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Pythoncode:Python
| 1
| 0
| 1,434
| true
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[{"role": "user", "content": "Debug this Pythoncode:Python code:\n# Comet VOEvent Broker.\n\nfrom twisted.application.internet import ClientService\n\nfrom comet.protocol.subscriber import VOEventSubscriberFactory\n\n__all__ = [\"makeSubscriberService\"]\n\n\ndef makeSubscriberService(endpoint, local_ivo, validators, handlers, filters):\n \"\"\"Create a reconnecting VOEvent subscriber service.\n\n Parameters\n ----------\n endpoint : implements `twisted.internet.interfaces.IStreamClientEndpoint`\n The endpoint to which the service will connect.\n local_ivo : `str` or `None`\n IVOA identifier for the subscriber.\n validators : `list` of implementers of `~comet.icomet.IValidator`.\n Validators which will be applied to incoming events. Events which fail\n validation will be rejected.\n handlers : `list` of implementers of `~comet.icomet.IHandler`.\n Handlers to which events which pass validation will be passed.\n filters : `list` of `str`\n XPath filters. Will be passed to upstream as a request to filter the\n alerts being sent.\n\n Notes\n -----\n Upstream brokes may not provide support for XPath filtering; in this case,\n the filters suppplied will be ignored.\n\n Reconnection is handled according to the default policies of\n `twisted.application.internet.ClientService`.\n \"\"\"\n factory = VOEventSubscriberFactory(local_ivo, validators, handlers, filters)\n service = ClientService(endpoint, factory)\n\n return service"}, {"role": "assistant", "content": " Code analysis results:\n\n\n\ud83d\udd34 Errors found:\n Unterminated string literal at line 11\n\n\u26a0\ufe0f Warnings:\n Unexpected indentation at line 14\n Unexpected indentation at line 15\n Unexpected indentation at line 16\n Unexpected indentation at line 17\n\n\ud83d\udca1 Suggestions:\n Add closing quote at line 11"}]
| false
| null | null | null |
b94a534d42db78fa886439d7fdfdf20e0f8b2504
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TheStack--python--000.parquet
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Complete this Pythoncode:Python code: # Copyright (c) 2012 The Chromium Authors. All rights reserved. # Use of this source code is governed by a BSD-style license that can be # found in the LICENSE file. import base64 import json import os import re import shutil import zlib from StringIO import StringIO class CbuildbotConfigs(object): # Valid 'etc' builder targets. Specifically, this ensures: # - The build name doesn't begin with a flag ('--') # - The build name doesn't contain spaces (to spill into extra args). _ETC_TARGET_RE = re.compile(r'^[a-zA-Z][\w-]+\w$') def __init__(self, configs, etc_builder=None): """Holds base state of the master's try job related configuration. configs (dict): A dictionary of all known CrOS configs. This will be as up-to-date as the Chromite pin. etc_builder (str): If not None, the name of the etc builder. """ self.configs = configs self.etc_builder = etc_builder def AddBuildBucketHooks(self, c): """Build mutation hook called via BuildBucket when scheduling builds. The cbuildbot config is specified in the `cbb_config` property. The
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callback transforms that property to an actual waterfall builder name by mapping it based on its config. If an 'etc' builder is configured and the config name is unknown, it will be mapped to the 'etc' builder if possible. A tryserver BuildBucket build takes the form: - Empty `builder_name` parameter. If one is supplied, it will be ignored. - BuildBot changes can be added by including one or more BuildBucket `changes` parameters: [{'author': {'email': 'author@google.com'}}]. - `cbb_config` property must be set to the build's cbuildbot config target. - `extra_args` property (optional) may be a JSON list of additional parameters to pass to the tryjob. - `slaves_request` property (optional) may be a JSON list of slaves on which this build may run. - Additional BuildBot properties may be added. NOTE: Internally, all of these parameters are converted to BuildBot properties and referenced as such in other areas of code. The Git poller also constructs the same property set, so code paths converge. """ ... [17 more functiondefs truncated] ...
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advanced
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api
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code_completion
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Pythoncode:Python
| 2
| 1
| 2,240
| true
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[{"role": "user", "content": "Complete this Pythoncode:Python code:\n# Copyright (c) 2012 The Chromium Authors. All rights reserved.\n# Use of this source code is governed by a BSD-style license that can be\n# found in the LICENSE file.\n\nimport base64\nimport json\nimport os\nimport re\nimport shutil\nimport zlib\n\nfrom StringIO import StringIO\n\nclass CbuildbotConfigs(object):\n\n # Valid 'etc' builder targets. Specifically, this ensures:\n # - The build name doesn't begin with a flag ('--')\n # - The build name doesn't contain spaces (to spill into extra args).\n _ETC_TARGET_RE = re.compile(r'^[a-zA-Z][\\w-]+\\w$')\n\n def __init__(self, configs, etc_builder=None):\n \"\"\"Holds base state of the master's try job related configuration.\n\n configs (dict): A dictionary of all known CrOS configs. This will be as\n up-to-date as the Chromite pin.\n etc_builder (str): If not None, the name of the etc builder.\n \"\"\"\n self.configs = configs\n self.etc_builder = etc_builder\n\n def AddBuildBucketHooks(self, c):\n \"\"\"Build mutation hook called via BuildBucket when scheduling builds.\n\n The cbuildbot config is specified in the `cbb_config` property. The"}, {"role": "assistant", "content": "\n callback transforms that property to an actual waterfall builder name by\n mapping it based on its config.\n\n If an 'etc' builder is configured and the config name is unknown, it will be\n mapped to the 'etc' builder if possible.\n\n A tryserver BuildBucket build takes the form:\n - Empty `builder_name` parameter. If one is supplied, it will be ignored.\n - BuildBot changes can be added by including one or more BuildBucket\n `changes` parameters: [{'author': {'email': 'author@google.com'}}].\n - `cbb_config` property must be set to the build's cbuildbot config target.\n - `extra_args` property (optional) may be a JSON list of additional\n parameters to pass to the tryjob.\n - `slaves_request` property (optional) may be a JSON list of slaves on which\n this build may run.\n - Additional BuildBot properties may be added.\n\n NOTE: Internally, all of these parameters are converted to BuildBot\n properties and referenced as such in other areas of code. The Git poller\n also constructs the same property set, so code paths converge.\n \"\"\"\n\n ... [17 more functiondefs truncated] ..."}]
| false
| null | null | null |
b94c3a86b197fdae8da6f36cf6af0eeecde07155
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TheStack--python--000.parquet
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Find all errors in this Pythoncode:Python code: # ------------------------------ # 515. Find Largest Value in Each Tree Row # # Description: # You need to find the largest value in each row of a binary tree. # Example: # Input: # 1 # / \ # 3 2 # / \ \ # 5 3 9 # Output: [1, 3, 9] # # Version: 1.0 # 12/22/18 by Jianfa # ------------------------------ # Definition for a binary tree node. # class TreeNode: # def __init__(self, x): # self.val = x # self.left = None # self.right = None class Solution: def largestValues(self, root): """ :type root: TreeNode :rtype: List[int] """ if not root: return [] children = [root] res = [] while children: temp = [] # Node of next row
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Error Analysis: Error Type: MID_FUNCTION Error: IndentationError / Incomplete Function Detected Errors: • Unterminated string literal at line 28 • Block at line 4 has no indented body • Block at line 6 has no indented body Fix: Complete the function 'largestValues' body and add missing return
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advanced
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testing
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error_detection
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Pythoncode:Python
| 1
| 1
| 824
| false
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[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\n# ------------------------------\n# 515. Find Largest Value in Each Tree Row\n# \n# Description:\n# You need to find the largest value in each row of a binary tree.\n# Example:\n# Input: \n# 1\n# / \\\n# 3 2\n# / \\ \\ \n# 5 3 9 \n# Output: [1, 3, 9]\n# \n# Version: 1.0\n# 12/22/18 by Jianfa\n# ------------------------------\n\n# Definition for a binary tree node.\n# class TreeNode:\n# def __init__(self, x):\n# self.val = x\n# self.left = None\n# self.right = None\n\nclass Solution:\n def largestValues(self, root):\n \"\"\"\n :type root: TreeNode\n :rtype: List[int]\n \"\"\"\n if not root:\n return []\n \n children = [root]\n res = []\n while children:\n temp = [] # Node of next row"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: MID_FUNCTION\n Error: IndentationError / Incomplete Function\n\n Detected Errors:\n \u2022 Unterminated string literal at line 28\n \u2022 Block at line 4 has no indented body\n \u2022 Block at line 6 has no indented body\n\n Fix: Complete the function 'largestValues' body and add missing return"}]
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syntax
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MID_FUNCTION
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HIGH
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b94d43136b5079271270c2099bbeca811ff9b1ce
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TheStack--python--000.parquet
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Find all errors in this Pythoncode:Python code: # Copyright 2018 Michael DeHaan LLC, <michael@michaeldehaan.net> # # 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 class Example(object): def __init__(self): # things we'll figure out as we scan an example self.name = "" self.see_files = [] self.description = [] self.code = [] class Record(object): def __init__(self): # things which we'll figure out as we scan the example self.name = "" self.purpose = "" self.provider_names = [] self.related_modules = [] self.category = "" self.description = [] self.examples = [] self.current_example = Example() self.phase = 'module' self.count = 0 def set_phase(self, phase): self.phase = phase print("---------------------------------------------------------") print("%s phase | %s" % (self.count, self.phase)) print("---------------------------------------------------------") @classmethod def from_file(cls, filename): r = cls() r.name = os.path.basename(filename).replace(".py","") print("========================================================") print("%s M | %s" % ('0', r.name)) data = open(filename).read().splitlines() for line in data: if not r.handle_line(line): break return r ... [6 more functiondefs truncated] ...
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Error Analysis: Error Type: WRONG_OPERATOR Error: WRONG_OPERATOR Detected Errors: • Code truncated in middle of expression - unexpected EOF • Unterminated string literal at line 20 • Block at line 17 has no indented body Fix: Change operator back to correct one
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advanced
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api
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error_detection
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Pythoncode:Python
| 4
| 2
| 1,967
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[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\n# Copyright 2018 Michael DeHaan LLC, <michael@michaeldehaan.net>\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\n\nclass Example(object):\n\n def __init__(self): \n # things we'll figure out as we scan an example\n self.name = \"\"\n self.see_files = []\n self.description = []\n self.code = []\n\nclass Record(object):\n\n def __init__(self):\n # things which we'll figure out as we scan the example\n self.name = \"\"\n self.purpose = \"\"\n self.provider_names = []\n self.related_modules = []\n self.category = \"\"\n self.description = []\n self.examples = []\n self.current_example = Example()\n self.phase = 'module'\n self.count = 0\n \n def set_phase(self, phase):\n self.phase = phase\n\n print(\"---------------------------------------------------------\")\n print(\"%s phase | %s\" % (self.count, self.phase))\n print(\"---------------------------------------------------------\")\n\n @classmethod\n def from_file(cls, filename):\n r = cls()\n r.name = os.path.basename(filename).replace(\".py\",\"\")\n print(\"========================================================\")\n print(\"%s M | %s\" % ('0', r.name))\n data = open(filename).read().splitlines()\n for line in data:\n if not r.handle_line(line):\n break\n return r\n\n\n ... [6 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: WRONG_OPERATOR\n Error: WRONG_OPERATOR\n\n Detected Errors:\n \u2022 Code truncated in middle of expression - unexpected EOF\n \u2022 Unterminated string literal at line 20\n \u2022 Block at line 17 has no indented body\n\n Fix: Change operator back to correct one"}]
| true
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logical
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WRONG_OPERATOR
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CRITICAL
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b94d5a11e77235531376a017f673e8c5a0fdf637
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TheStack--python--000.parquet
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Review this Pythoncode:Python code: from enum import Enum class T(Enum): #single character Tokens LEFT_PAREN =1 RIGHT_PAREN =2 LEFT_BRACE = 3 RIGHT_BRACE = 4 COMMA = 5 DOT = 6 MINUS = 7 PLUS = 8 SEMICOLON = 9 SLASH = 10 STAR = 11 #one or two character tokens BANG = 12 BANG_EQUAL = 13 EQUAL = 14 EQUAL_EQUAL = 15 GREATER = 16 GREATER_EQUAL = 17 LESS = 18 LESS_EQUAL = 19 #Literals IDENTIFIER = 20 STRING = 21 NUMBER = 22 #keywords AND = 23 CLASS = 24 ELSE = 25 FALSE = 26 FUN = 27 FOR = 28 IF = 29 NIL =30 OR =31 PRINT =32 RETURN = 33 SUPER = 34 THIS = 35 TRUE = 36 VAR = 37 WHILE = 38 EOF= 39
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Code Review: ❌ Critical issues: Code truncated in middle of expression - unexpected EOF ⚠️ Code quality: Unexpected indentation at line 6 Unexpected indentation at line 7 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 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 29 Unexpected indentation at line 30 Unexpected indentation at line 31 Unexpected indentation at line 34 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 44 Unexpected indentation at line 45 Unexpected indentation at line 46 Unexpected indentation at line 47 Unexpected indentation at line 48 Unexpected indentation at line 49 ✨ Improvements: Complete the expression on the last line Add docstring to class 'T'
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advanced
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oop
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code_review
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Pythoncode:Python
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[{"role": "user", "content": "Review this Pythoncode:Python code:\nfrom enum import Enum\n\n\nclass T(Enum):\n #single character Tokens\n LEFT_PAREN =1 \n RIGHT_PAREN =2\n LEFT_BRACE = 3\n RIGHT_BRACE = 4\n COMMA = 5\n DOT = 6 \n MINUS = 7\n PLUS = 8\n SEMICOLON = 9\n SLASH = 10\n STAR = 11\n\n #one or two character tokens\n BANG = 12\n BANG_EQUAL = 13\n EQUAL = 14\n EQUAL_EQUAL = 15\n GREATER = 16\n GREATER_EQUAL = 17\n LESS = 18\n LESS_EQUAL = 19\n\n #Literals\n IDENTIFIER = 20\n STRING = 21\n NUMBER = 22\n\n #keywords\n AND = 23\n CLASS = 24\n ELSE = 25\n FALSE = 26\n FUN = 27\n FOR = 28\n IF = 29\n NIL =30\n OR =31\n PRINT =32\n RETURN = 33\n SUPER = 34\n THIS = 35\n TRUE = 36\n VAR = 37\n WHILE = 38\n\n EOF= 39"}, {"role": "assistant", "content": " Code Review:\n\n\n\u274c Critical issues:\n Code truncated in middle of expression - unexpected EOF\n\n\u26a0\ufe0f Code quality:\n Unexpected indentation at line 6\n Unexpected indentation at line 7\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 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 29\n Unexpected indentation at line 30\n Unexpected indentation at line 31\n Unexpected indentation at line 34\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 44\n Unexpected indentation at line 45\n Unexpected indentation at line 46\n Unexpected indentation at line 47\n Unexpected indentation at line 48\n Unexpected indentation at line 49\n\n\u2728 Improvements:\n Complete the expression on the last line\n Add docstring to class 'T'"}]
| false
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b94dd4c5db15c696e937d22b21b3d1a6fd038ef8
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TheStack--python--000.parquet
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Debug this Pythoncode:Python code: import cocos from MultiLanguage import MultiLanguage from package.helper import ProjectHelper class FrameworkAdd(cocos.CCPlugin): @staticmethod def plugin_name(): return "add-framework" @staticmethod def brief_description(): return MultiLanguage.get_string('FRAMEWORK_ADD_BRIEF') # parse arguments def parse_args(self, argv): from argparse import ArgumentParser parser = ArgumentParser(prog="cocos %s" % self.__class__.plugin_name(), description=self.__class__.brief_description()) parser.add_argument("name", metavar="NAME", help=MultiLanguage.get_string('FRAMEWORK_ADD_ARG_NAME')) return parser.parse_args(argv) def run(self, argv): args = self.parse_args(argv) name = args.name project = ProjectHelper.get_current_project() ProjectHelper.add_framework(project, name)
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Code analysis results: ⚠️ Warnings: Unexpected indentation at line 10 Unexpected indentation at line 14 Unexpected indentation at line 18 Unexpected indentation at line 22 💡 Suggestions: Add docstring to class 'FrameworkAdd' Add docstring to function 'parse_args' Add docstring to function 'run'
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advanced
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oop
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debugging
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Pythoncode:Python
| 4
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| 919
| true
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[{"role": "user", "content": "Debug this Pythoncode:Python code:\n\nimport cocos\nfrom MultiLanguage import MultiLanguage\n\nfrom package.helper import ProjectHelper\n\n\nclass FrameworkAdd(cocos.CCPlugin):\n @staticmethod\n def plugin_name():\n return \"add-framework\"\n\n @staticmethod\n def brief_description():\n return MultiLanguage.get_string('FRAMEWORK_ADD_BRIEF')\n\n # parse arguments\n def parse_args(self, argv):\n from argparse import ArgumentParser\n\n parser = ArgumentParser(prog=\"cocos %s\" % self.__class__.plugin_name(),\n description=self.__class__.brief_description())\n parser.add_argument(\"name\", metavar=\"NAME\", help=MultiLanguage.get_string('FRAMEWORK_ADD_ARG_NAME'))\n return parser.parse_args(argv)\n\n def run(self, argv):\n args = self.parse_args(argv)\n name = args.name\n\n project = ProjectHelper.get_current_project()\n ProjectHelper.add_framework(project, name)"}, {"role": "assistant", "content": " Code analysis results:\n\n\n\u26a0\ufe0f Warnings:\n Unexpected indentation at line 10\n Unexpected indentation at line 14\n Unexpected indentation at line 18\n Unexpected indentation at line 22\n\n\ud83d\udca1 Suggestions:\n Add docstring to class 'FrameworkAdd'\n Add docstring to function 'parse_args'\n Add docstring to function 'run'"}]
| false
| null | null | null |
b94e05939494c3c75adce95bb694899b36d0a091
|
TheStack--python--000.parquet
|
Complete this Pythoncode:Python code: from matplotlib import colors import numpy as np class SaveOutput: def __init__(self): self.outputs = [] def __call__(self, module, module_in, module_out): self.outputs.append(module_out) def clear(self): self.outputs = [] class MidpointNormalize(colors.Normalize):
|
def __init__(self, vmin=None, vmax=None, vcenter=None, clip=False): self.vcenter = vcenter colors.Normalize.__init__(self, vmin, vmax, clip) def __call__(self, value, clip=None): # I'm ignoring masked values and all kinds of edge cases to make a # simple example... x, y = [self.vmin, self.vcenter, self.vmax], [self.vmin, self.vcenter, self.vmax] return np.ma.masked_array(np.interp(value, x, y))
|
advanced
|
database
|
code_completion
|
Pythoncode:Python
| 5
| 2
| 761
| true
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\nfrom matplotlib import colors\nimport numpy as np\n\nclass SaveOutput:\n def __init__(self):\n self.outputs = []\n\n def __call__(self, module, module_in, module_out):\n self.outputs.append(module_out)\n\n def clear(self):\n self.outputs = []\n\nclass MidpointNormalize(colors.Normalize):"}, {"role": "assistant", "content": "\n def __init__(self, vmin=None, vmax=None, vcenter=None, clip=False):\n self.vcenter = vcenter\n colors.Normalize.__init__(self, vmin, vmax, clip)\n\n def __call__(self, value, clip=None):\n # I'm ignoring masked values and all kinds of edge cases to make a\n # simple example...\n x, y = [self.vmin, self.vcenter, self.vmax], [self.vmin, self.vcenter, self.vmax]\n return np.ma.masked_array(np.interp(value, x, y))"}]
| false
| null | null | null |
b9514946d8170f94e426e1cbf736a481d8427c11
|
TheStack--python--000.parquet
|
Fill in the in this Pythoncode:Python code: class MongoMgr(object): def __init__(self, app): # Keep a link to the owning application. self.app = app self.log = self.app.log # This will be the Motor (MongoDB) connection. We'll open it in the # first monitor_mongo_status call. self.mongo = None self.mongoavailable = False # true if self.mongo exists and is open self.mongotimerbusy = False # true while monitor_mongo_status runs # We also manage self.app.mongodb, a MotorDatabase. This must be # non-None exactly when mongoavailable is true. def init_timers(self): ioloop = tornado.ioloop.IOLoop.instance() # Complete this line # try again every three seconds. ioloop.add_callback(self.monitor_mongo_status) res = tornado.ioloop.PeriodicCallback(self.monitor_mongo_status, 3000) res.start() def close(self): """Close the connection to mongodb. (The monitor will start it right back up again, or try to.) """ if self.mongo: try: self.mongo.disconnect() except Exception as ex: self.log.error('Problem disconnecting mongo: %s', ex) self.mongo = None self.app.mongodb = None @tornado.gen.coroutine ... [1 more functiondefs truncated] ...
|
The missing line is: # The mongo status monitor. We set up one call immediately, and then
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advanced
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database
|
fill_in_the_blank
|
Pythoncode:Python
| 3
| 1
| 1,430
| false
|
[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\nclass MongoMgr(object):\n def __init__(self, app):\n # Keep a link to the owning application.\n self.app = app\n self.log = self.app.log\n \n # This will be the Motor (MongoDB) connection. We'll open it in the\n # first monitor_mongo_status call.\n self.mongo = None\n self.mongoavailable = False # true if self.mongo exists and is open\n self.mongotimerbusy = False # true while monitor_mongo_status runs\n \n # We also manage self.app.mongodb, a MotorDatabase. This must be\n # non-None exactly when mongoavailable is true.\n\n def init_timers(self):\n ioloop = tornado.ioloop.IOLoop.instance()\n \n # Complete this line\n # try again every three seconds.\n ioloop.add_callback(self.monitor_mongo_status)\n res = tornado.ioloop.PeriodicCallback(self.monitor_mongo_status, 3000)\n res.start()\n\n def close(self):\n \"\"\"Close the connection to mongodb. (The monitor will start it\n right back up again, or try to.)\n \"\"\"\n if self.mongo:\n try:\n self.mongo.disconnect()\n except Exception as ex:\n self.log.error('Problem disconnecting mongo: %s', ex)\n self.mongo = None\n self.app.mongodb = None\n\n @tornado.gen.coroutine\n\n ... [1 more functiondefs truncated] ..."}, {"role": "assistant", "content": "The missing line is:\n # The mongo status monitor. We set up one call immediately, and then"}]
| false
| null | null | null |
b9516c7b124e87fce1712aca1aa49ef2cd923f11
|
TheStack--python--000.parquet
|
Repair the syntax errors in this Pythoncode:Python code: ################################################# ####### Author: Hugo Pibernat ####### ####### Contact: hugopibernat@gmail.com ####### ####### Date: April 2014 ####### ################################################# from bayesianABTest import sampleSuccessRateForBinomial, sampleMeanForLogNormal, probabilityOfABetterThanB from numpy.random import lognormal from numpy import mean, concatenate, zeros # Generate Log-Normal data A_actuals = lognormal(mean=4.10, sigma=1.0, size=100) B_actuals = lognormal(mean=4.00, sigma=1.0, size=100) # Plus some zeros A_data = concatenate([A_actuals,zeros(10000)]) B_data = concatenate([B_actuals,zeros(10000)]) # Modeling conversions with a binomial variable A_purchases = sum(A_data > 0) A_sessions = len(A_data) B_purchases = sum(B_data > 0) B_sessions = len(B_data) A_CR = sampleSuccessRateForBinomial(A_sessions,A_purchases) B_CR = sampleSuccessRateForBinomial(B_sessions,B_purchases) # Modeling the spend with a log-normal A_non_zero_data = A_data[A_data > 0] B_non_zero_data = B_data[B_data > 0] A_spend = sampleMeanForLogNormal(A_non_zero_data) B_spend = sampleMeanForLogNormal(B_non_zero_data # Combining the two A_rps = A_CR*A_spend B_rps = B_CR*B_spend # Result: print probabilityOfABetterThanB(A_rps,B_rps)
|
Syntax Analysis: Syntax Errors Found: • Unclosed '(' at line 33 - expected ')' • Block at line 39 has no indented body • SyntaxError: '(' was never closed at line 33 Fixes: • Add closing ')' bracket • Review code syntax
|
intermediate
|
testing
|
syntax_repair
|
Pythoncode:Python
| 0
| 0
| 1,297
| true
|
[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\n#################################################\n####### Author: Hugo Pibernat #######\n####### Contact: hugopibernat@gmail.com #######\n####### Date: April 2014 #######\n#################################################\n\n\nfrom bayesianABTest import sampleSuccessRateForBinomial, sampleMeanForLogNormal, probabilityOfABetterThanB\nfrom numpy.random import lognormal\nfrom numpy import mean, concatenate, zeros\n\n# Generate Log-Normal data\nA_actuals = lognormal(mean=4.10, sigma=1.0, size=100)\nB_actuals = lognormal(mean=4.00, sigma=1.0, size=100)\n# Plus some zeros\nA_data = concatenate([A_actuals,zeros(10000)])\nB_data = concatenate([B_actuals,zeros(10000)])\n\n# Modeling conversions with a binomial variable\nA_purchases = sum(A_data > 0)\nA_sessions = len(A_data)\nB_purchases = sum(B_data > 0)\nB_sessions = len(B_data)\n\nA_CR = sampleSuccessRateForBinomial(A_sessions,A_purchases)\nB_CR = sampleSuccessRateForBinomial(B_sessions,B_purchases)\n\n# Modeling the spend with a log-normal\nA_non_zero_data = A_data[A_data > 0]\nB_non_zero_data = B_data[B_data > 0]\n\nA_spend = sampleMeanForLogNormal(A_non_zero_data)\nB_spend = sampleMeanForLogNormal(B_non_zero_data\n\n# Combining the two\nA_rps = A_CR*A_spend\nB_rps = B_CR*B_spend\n\n# Result:\nprint probabilityOfABetterThanB(A_rps,B_rps)"}, {"role": "assistant", "content": " Syntax Analysis:\n\n Syntax Errors Found:\n \u2022 Unclosed '(' at line 33 - expected ')'\n \u2022 Block at line 39 has no indented body\n \u2022 SyntaxError: '(' was never closed at line 33\n\n Fixes:\n \u2022 Add closing ')' bracket\n \u2022 Review code syntax"}]
| true
|
syntax
|
MISSING_BRACKETS
|
MEDIUM
|
b9530c0fbf29c36506820a41f0b32bd37796d3e0
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: # This file is part of the airslate. # # Copyright (c) 2021 airSlate, Inc. # # For the full copyright and license information, please view # the LICENSE file that was distributed with this source code. from airslate.models.documents import UpdateFields from airslate.entities.fields import Field def test_empty_update_fields__to_dict(): model = UpdateFields() assert model.to_dict() == {'data': []} def test_update_fields__to_dict(: model = UpdateFields(data=[Field('123'), Field('abc')]) assert model.to_dict() == {'data': [ {'id': '123', 'type': 'dictionary'}, {'id': 'abc', 'type': 'dictionary'} ]}
|
Error Analysis: Error Type: MISSING_BRACKETS Error: SyntaxError: unmatched brackets Detected Errors: • Unclosed '(' at line 17 - expected ')' • Invalid syntax at line 17: def test_update_fields__to_dict(: Fix: Add missing ')' bracket at line 17
|
intermediate
|
testing
|
error_detection
|
Pythoncode:Python
| 2
| 0
| 643
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\n# This file is part of the airslate.\n#\n# Copyright (c) 2021 airSlate, Inc.\n#\n# For the full copyright and license information, please view\n# the LICENSE file that was distributed with this source code.\n\nfrom airslate.models.documents import UpdateFields\nfrom airslate.entities.fields import Field\n\n\ndef test_empty_update_fields__to_dict():\n model = UpdateFields()\n assert model.to_dict() == {'data': []}\n\n\ndef test_update_fields__to_dict(:\n model = UpdateFields(data=[Field('123'), Field('abc')])\n assert model.to_dict() == {'data': [\n {'id': '123', 'type': 'dictionary'},\n {'id': 'abc', 'type': 'dictionary'}\n ]}"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: MISSING_BRACKETS\n Error: SyntaxError: unmatched brackets\n\n Detected Errors:\n \u2022 Unclosed '(' at line 17 - expected ')'\n \u2022 Invalid syntax at line 17: def test_update_fields__to_dict(:\n\n\n Fix: Add missing ')' bracket at line 17"}]
| true
|
syntax
|
MISSING_BRACKETS
|
MEDIUM
|
b95332c99e63e536863282307e578d423edf7664
|
TheStack--python--000.parquet
|
Explain this Pythoncode:Python code: class DynamicObject(object): def __init__(self, name, id_): self.name = name self.id = id_
|
Functions: __init__ Classes: DynamicObject This code demonstrates Pythoncode:Python programming.
|
beginner
|
oop
|
code_explanation
|
Pythoncode:Python
| 1
| 1
| 111
| false
|
[{"role": "user", "content": "Explain this Pythoncode:Python code:\nclass DynamicObject(object):\n def __init__(self, name, id_):\n self.name = name\n self.id = id_"}, {"role": "assistant", "content": " Functions: __init__\n Classes: DynamicObject\n This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
b953812809c13031070133a7849795278b13dea4
|
TheStack--python--000.parquet
|
Suggest refactoring for this Pythoncode:Python code: from fastapi import FastAPI from fastapi.middleware.cors import CORSMiddleware from app import api from app.core.config import config app = FastAPI(title="Sheypoor") # Set all CORS enabled origins app.add_middleware( CORSMiddleware, allow_origins=["*"], allow_credentials=True, allow_methods=["*"], allow_headers=["*"], ) app.include_router(api.router, prefix=config.API_URI)
|
Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
|
intermediate
|
api
|
refactoring
|
Pythoncode:Python
| 0
| 0
| 400
| true
|
[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\nfrom fastapi import FastAPI\nfrom fastapi.middleware.cors import CORSMiddleware\n\nfrom app import api\nfrom app.core.config import config\n\napp = FastAPI(title=\"Sheypoor\")\n\n# Set all CORS enabled origins\napp.add_middleware(\n CORSMiddleware,\n allow_origins=[\"*\"],\n allow_credentials=True,\n allow_methods=[\"*\"],\n allow_headers=[\"*\"],\n)\n\napp.include_router(api.router, prefix=config.API_URI)"}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
b95403252db42b0394653a122fd73b2b596e194d
|
TheStack--python--000.parquet
|
Repair the syntax errors in this Pythoncode:Python code: from typing import List, NamedTuple CCDS_FILE = 'CCDS.current.txt' CHROMOSOMES = ('1', '2', '3', '4', '5', '6', '7', '8', '9', '10', '11', '12', '13', '14', '15', '16', '17', '18', '19', '20', '21', '22', '
|
Syntax Analysis: Syntax Errors Found: • Unterminated string literal at line 6 • Unclosed '(' at line 4 - expected ')' • Unterminated string literal at line 6 Fixes: • Add closing quote at line 6 • Add closing ')' bracket • Add closing quote to string literal
|
advanced
|
testing
|
syntax_repair
|
Pythoncode:Python
| 1
| 1
| 237
| true
|
[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\nfrom typing import List, NamedTuple\n\nCCDS_FILE = 'CCDS.current.txt'\nCHROMOSOMES = ('1', '2', '3', '4', '5', '6', '7', '8', '9', '10', '11', '12',\n '13', '14', '15', '16', '17', '18', '19', '20', '21', '22',\n '"}, {"role": "assistant", "content": " Syntax Analysis:\n\n Syntax Errors Found:\n \u2022 Unterminated string literal at line 6\n \u2022 Unclosed '(' at line 4 - expected ')'\n \u2022 Unterminated string literal at line 6\n\n Fixes:\n \u2022 Add closing quote at line 6\n \u2022 Add closing ')' bracket\n \u2022 Add closing quote to string literal"}]
| true
|
syntax
|
MID_STRING
|
CRITICAL
|
b9556579b31dd7d2370d8083a431ada02beb471d
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: import pytest from copy import deepcopy from gefest.core.structure.point import Point from gefest.core.structure.polygon import Polygon from gefest.core.structure.structure import Structure from gefest.core.algs.postproc.resolve_errors import * from gefest.core.algs.geom.validation import * # marking length and width for testing polygon poly_width = 10 poly_length = 20 # creating a testing polygons via corner points rectangle_points = [(-1, 40), (-1, poly_length+40), (-poly_width-10, poly_length+40), (-poly_width-10, 40)] out_bounds_rectangle_poly = Polygon('rectangle', points=[Point(*coords) for coords in rectangle_points]) triangle_points = [(1, 1), (poly_width, poly_length), (1, poly_length)] unclosed_triangle_poly = Polygon('triangle', points=[Point(*coords) for coords in triangle_points]) incorrect_points = [(5, 5), (5, poly_length), (8, poly_length), (5, 5), (5, 30)] incorrect_poly = Polygon('incorrect_poly', points=[Point(*coords) for coords in incorrect_points]) domain = Domain() def test_unclosed_poly(): input_structure = Structure([unclosed_triangle_poly]) observed_structure = postprocess(input_structure, domain) assert unclosed_poly(input_structure, domain) assert not unclosed_poly(observed_structure, domain) def test_self_intersection(): input_structure = Structure([incorrect_poly]) observed_structure = postprocess(input_structure, domain) assert self_intersection(input_structure) assert not self_intersection(observed_structure) def test_out_of_bound(): input_structure = Structure([out_bounds_rectangle_poly]) observed_structure = postprocess(input_structure, domain) assert out_of_bound(input_structure, domain) assert not out_of_bound(observed_structure, domain) def test_fixed_polys(): domain = Domain(fixed_points=[[[15, 30], [40, 30], [15, 40]]]) poly_like_fixed = Polygon('like_fixed', points=[Point(15, 30), Point(40, 30), Point(15, 40)]) input_structure = Structure([poly_like_fixed, unclosed_triangle_poly]) observed_structure = postprocess(input_structure, domain) assert all([np.isclose(len(observed_structure.polygons), 2), 'like_fixed' not in [poly.id for poly in observed_structure.polygons], 'fixed' in [poly.id for poly in observed_structure.polygons]]) def test_too_close(): same_poly = deepcopy(unclosed_triangle_poly) same_poly.id = 'same_triangle' input_structure = Structure([unclosed_triangle_poly, same_poly]) observed_structure = postprocess(input_structure, domain) print(observed_structure.polygons) assert np.isclose(len(observed_structure.polygons), 1)
|
Error Analysis: Error Type: BROKEN_INDENTATION Error: IndentationError: unexpected indent Detected Errors: • IndentationError at line 37 Fix: Fix indentation to match Python syntax rules
|
intermediate
|
testing
|
error_detection
|
Pythoncode:Python
| 5
| 0
| 2,734
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nimport pytest\nfrom copy import deepcopy\nfrom gefest.core.structure.point import Point\nfrom gefest.core.structure.polygon import Polygon\nfrom gefest.core.structure.structure import Structure\nfrom gefest.core.algs.postproc.resolve_errors import *\nfrom gefest.core.algs.geom.validation import *\n\n\n# marking length and width for testing polygon\npoly_width = 10\npoly_length = 20\n\n# creating a testing polygons via corner points\nrectangle_points = [(-1, 40), (-1, poly_length+40), (-poly_width-10, poly_length+40), (-poly_width-10, 40)]\nout_bounds_rectangle_poly = Polygon('rectangle', points=[Point(*coords) for coords in rectangle_points])\n\ntriangle_points = [(1, 1), (poly_width, poly_length), (1, poly_length)]\nunclosed_triangle_poly = Polygon('triangle', points=[Point(*coords) for coords in triangle_points])\n\nincorrect_points = [(5, 5), (5, poly_length), (8, poly_length), (5, 5), (5, 30)]\nincorrect_poly = Polygon('incorrect_poly', points=[Point(*coords) for coords in incorrect_points])\n\ndomain = Domain()\n\n\ndef test_unclosed_poly():\n input_structure = Structure([unclosed_triangle_poly])\n observed_structure = postprocess(input_structure, domain)\n\n assert unclosed_poly(input_structure, domain)\n assert not unclosed_poly(observed_structure, domain)\n\n\ndef test_self_intersection():\n input_structure = Structure([incorrect_poly])\n observed_structure = postprocess(input_structure, domain)\n\n assert self_intersection(input_structure)\n assert not self_intersection(observed_structure)\n\n\ndef test_out_of_bound():\n input_structure = Structure([out_bounds_rectangle_poly])\n observed_structure = postprocess(input_structure, domain)\n\n assert out_of_bound(input_structure, domain)\n assert not out_of_bound(observed_structure, domain)\n\n\ndef test_fixed_polys():\n domain = Domain(fixed_points=[[[15, 30],\n [40, 30],\n [15, 40]]])\n poly_like_fixed = Polygon('like_fixed', points=[Point(15, 30), Point(40, 30), Point(15, 40)])\n input_structure = Structure([poly_like_fixed, unclosed_triangle_poly])\n observed_structure = postprocess(input_structure, domain)\n\n assert all([np.isclose(len(observed_structure.polygons), 2),\n 'like_fixed' not in [poly.id for poly in observed_structure.polygons],\n 'fixed' in [poly.id for poly in observed_structure.polygons]])\n\n\ndef test_too_close():\n same_poly = deepcopy(unclosed_triangle_poly)\n same_poly.id = 'same_triangle'\n input_structure = Structure([unclosed_triangle_poly, same_poly])\n observed_structure = postprocess(input_structure, domain)\n\n print(observed_structure.polygons)\n\n assert np.isclose(len(observed_structure.polygons), 1)"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: BROKEN_INDENTATION\n Error: IndentationError: unexpected indent\n\n Detected Errors:\n \u2022 IndentationError at line 37\n\n Fix: Fix indentation to match Python syntax rules"}]
| true
|
syntax
|
BROKEN_INDENTATION
|
MEDIUM
|
b9576be4fad430a84f92a2e3dc9d1b34f113118c
|
TheStack--python--000.parquet
|
Fill in the in this Pythoncode:Python code: from unittest.mock import MagicMock, Mock from i3ipc.aio import Con import i3_live_tree.tree_serializer # noqa: F401 class MockConSerializer(Mock, Con): """Mock a generic i3ipc.aio.Con for serialization purposes This Mock is meant to ease testing of i3ipc.aio.Con serialization methods, which are mokey patched in i3_live_tree.tree_serializer. In order to achieve this, the mock inherits all the method implementations of i3ipc.aio.Con, most importantly the serialization ones. However, whatever is needed for serialization, both properties and methods, is mocked and can be injected in the constructor, in order to ease the creation of mock instances. """ def __init__(self, *args, name=None, layout=None, focused=False, nodes=iter(()), **kwargs): Mock.__init__(self, *args, **kwargs) self.focused = focused self.layout = layout self.name = name self.nodes = nodes class MockConNavigation(MagicMock): # Complete this line This Mock is meant to be used when testing i3ipc event handlers. It mocks all the necessary methods and properties, by returning `self` when an i3ipc.aio.Con instance is needed for the sake of simplicity. """ def __init__(self, *args, **kwargs): super().__init__(*args, **kwargs) def find_focused(self): """Return the focused window""" return self def workspace(self): """Return the containing workspace""" return self class MockI3(Mock): """Mock an i3ipc.aio.Connection""" def __init__(self, *args, tree, **kwargs): super().__init__(*args, **kwargs) self.tree = tree async def get_tree(self): """Return the i3 tree asynchronously""" return self.tree
|
The missing line is: """Mock an i3ipc.aio.Con for navigation purposes
|
advanced
|
testing
|
fill_in_the_blank
|
Pythoncode:Python
| 5
| 3
| 1,833
| true
|
[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\nfrom unittest.mock import MagicMock, Mock\n\nfrom i3ipc.aio import Con\n\nimport i3_live_tree.tree_serializer # noqa: F401\n\n\nclass MockConSerializer(Mock, Con):\n \"\"\"Mock a generic i3ipc.aio.Con for serialization purposes\n\n This Mock is meant to ease testing of i3ipc.aio.Con serialization methods,\n which are mokey patched in i3_live_tree.tree_serializer.\n In order to achieve this, the mock inherits all the method implementations\n of i3ipc.aio.Con, most importantly the serialization ones. However,\n whatever is needed for serialization, both properties and methods, is\n mocked and can be injected in the constructor, in order to ease the\n creation of mock instances.\n \"\"\"\n\n def __init__(self, *args, name=None, layout=None, focused=False,\n nodes=iter(()), **kwargs):\n Mock.__init__(self, *args, **kwargs)\n\n self.focused = focused\n self.layout = layout\n self.name = name\n self.nodes = nodes\n\n\nclass MockConNavigation(MagicMock):\n # Complete this line\n\n This Mock is meant to be used when testing i3ipc event handlers. It mocks\n all the necessary methods and properties, by returning `self` when an\n i3ipc.aio.Con instance is needed for the sake of simplicity.\n \"\"\"\n def __init__(self, *args, **kwargs):\n super().__init__(*args, **kwargs)\n\n def find_focused(self):\n \"\"\"Return the focused window\"\"\"\n return self\n\n def workspace(self):\n \"\"\"Return the containing workspace\"\"\"\n return self\n\n\nclass MockI3(Mock):\n \"\"\"Mock an i3ipc.aio.Connection\"\"\"\n\n def __init__(self, *args, tree, **kwargs):\n super().__init__(*args, **kwargs)\n\n self.tree = tree\n\n async def get_tree(self):\n \"\"\"Return the i3 tree asynchronously\"\"\"\n return self.tree"}, {"role": "assistant", "content": "The missing line is:\n \"\"\"Mock an i3ipc.aio.Con for navigation purposes"}]
| false
| null | null | null |
b959064c37513b8eabaf61132941fe714e3a8dbc
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: #!/usr/bin/env python # -*- coding: utf-8 -*- """Gcp methods module.""" from hvac import exceptions from hvac.api.vault_api_base import VaultApiBase from hvac.constants.gcp import DEFAULT_MOUNT_POINT, ALLOWED_CREDS_ENDPOINTS class Gcp(VaultApiBase): def generate_credentials(self, roleset, endpoint='key', mount_point=DEFAULT_MOUNT_POINT): if endpoint not in ALLOWED_CREDS_ENDPOINTS: error_msg = 'invalid endpoint argument provided "{arg}", supported types: "{allowed_endpoints}"' raise exceptions.ParamValidationError(error_msg.format( arg=endpoint, allowed_endpoints=', '.join(ALLOWED_CREDS_ENDPOINTS), ))
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Error Analysis: Error Type: MID_FUNCTION Error: IndentationError / Incomplete Function Detected Errors: • Block at line 9 has no indented body Fix: Complete the function 'generate_credentials' body and add missing return
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advanced
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api
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error_detection
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Pythoncode:Python
| 1
| 1
| 691
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\n#!/usr/bin/env python\n# -*- coding: utf-8 -*-\n\"\"\"Gcp methods module.\"\"\"\nfrom hvac import exceptions\nfrom hvac.api.vault_api_base import VaultApiBase\nfrom hvac.constants.gcp import DEFAULT_MOUNT_POINT, ALLOWED_CREDS_ENDPOINTS\n\n\nclass Gcp(VaultApiBase):\n\n def generate_credentials(self, roleset, endpoint='key', mount_point=DEFAULT_MOUNT_POINT):\n if endpoint not in ALLOWED_CREDS_ENDPOINTS:\n error_msg = 'invalid endpoint argument provided \"{arg}\", supported types: \"{allowed_endpoints}\"'\n raise exceptions.ParamValidationError(error_msg.format(\n arg=endpoint,\n allowed_endpoints=', '.join(ALLOWED_CREDS_ENDPOINTS),\n ))"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: MID_FUNCTION\n Error: IndentationError / Incomplete Function\n\n Detected Errors:\n \u2022 Block at line 9 has no indented body\n\n Fix: Complete the function 'generate_credentials' body and add missing return"}]
| true
|
syntax
|
MID_FUNCTION
|
HIGH
|
b95a54ae27c88b1a727a1742ed1880093d3693e0
|
TheStack--python--000.parquet
|
Repair the syntax errors in this Pythoncode:Python code: import token from tokenize import tokenize from brownie import Contract, chain from brownie.exceptions import ContractNotFound from cachetools.func import ttl_cache from .utils.cache import memory from .utils.multicall2 import fetch_multicall from .interfaces.ERC20 import ERC20ABI import ypricemagic.magic import ypricemagic.utils.utils from .constants import STABLECOINS, dai, usdc, usdt, wbtc, weth, sushi # NOTE: If this is failing to pull a price for a token you need, it's likely because that token requires a special swap path. # Please add a viable swap path below to fetch price data successfully. #project.load() def get_price(token_in, token_out=usdc, router="uniswap", block=None, paired_against=weth): """ Calculate a price based on Uniswap Router quote for selling one `token_in`. Always uses intermediate WETH pair if `[token_in,weth,token_out]` swap path available. """ if chain.id == 56 and token_out == usdc: busd = Contract("0xe9e7CEA3DedcA5984780Bafc599bD69ADd087D56") token_out = busd tokens = [str(token) for token in [token_in, token_out]] amount_in = 10 ** ypricemagic.utils.utils.get_decimals_with_override(tokens[0]) if str(token_in) in STABLECOINS: return 1 elif str(paired_against) in STABLECOINS and str(token_out) in STABLECOINS: path = [token_in, paired_against] elif weth in (token_in, token_out): path = [token_in, token_out] elif paired_against == sushi and token_out != sushi: path = [token_in,sushi,weth,token_out] elif str(token_in) in SPECIAL_PATHS[router].keys() and str(token_out) in STABLECOINS: path = SPECIAL_PATHS[router][str(token_in)] elif chain.id == 56: #bsc from .constants import cake, wbnb if wbnb in (token_in, token_out: path = [token_in, token_out] elif cake in (token_in, token_out): path = [token_in, token_out] else: path = [token_in,wbnb,token_out] elif chain.id == 137: #bsc from .constants import wmatic if wmatic in (token_in, token_out): path = [token_in, token_out] else: path = [token_in,wmatic,token_out] else: path = [token_in, weth, token_out] fees = 0.997 ** (len(path) - 1) if router in ROUTERS: router = ROUTERS[router] try: quote = router.getAmountsOut(amount_in, path, block_identifier=block) amount_out = quote[-1] / 10 ** ypricemagic.utils.utils.get_decimals_with_override(str(path[-1])) return amount_out / fees except ValueError as e: return @ttl_cache(ttl=600) ... [4 more functiondefs truncated] ...
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Syntax Analysis: Syntax Errors Found: • Code truncated in middle of expression - unexpected EOF • Unterminated string literal at line 13 • Unclosed '(' at line 40 - expected ')' Fixes: • Complete the expression on the last line • Add closing quote at line 13 • Add closing ')' bracket
|
intermediate
|
ui
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syntax_repair
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Pythoncode:Python
| 1
| 0
| 2,696
| true
|
[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\nimport token\nfrom tokenize import tokenize\nfrom brownie import Contract, chain\nfrom brownie.exceptions import ContractNotFound\nfrom cachetools.func import ttl_cache\nfrom .utils.cache import memory\nfrom .utils.multicall2 import fetch_multicall\nfrom .interfaces.ERC20 import ERC20ABI\nimport ypricemagic.magic\nimport ypricemagic.utils.utils\nfrom .constants import STABLECOINS, dai, usdc, usdt, wbtc, weth, sushi\n \n# NOTE: If this is failing to pull a price for a token you need, it's likely because that token requires a special swap path.\n# Please add a viable swap path below to fetch price data successfully.\n\n#project.load()\n\ndef get_price(token_in, token_out=usdc, router=\"uniswap\", block=None, paired_against=weth):\n \"\"\"\n Calculate a price based on Uniswap Router quote for selling one `token_in`.\n Always uses intermediate WETH pair if `[token_in,weth,token_out]` swap path available.\n \"\"\"\n if chain.id == 56 and token_out == usdc:\n busd = Contract(\"0xe9e7CEA3DedcA5984780Bafc599bD69ADd087D56\")\n token_out = busd\n tokens = [str(token) for token in [token_in, token_out]]\n amount_in = 10 ** ypricemagic.utils.utils.get_decimals_with_override(tokens[0])\n if str(token_in) in STABLECOINS:\n return 1\n elif str(paired_against) in STABLECOINS and str(token_out) in STABLECOINS:\n path = [token_in, paired_against]\n elif weth in (token_in, token_out):\n path = [token_in, token_out]\n elif paired_against == sushi and token_out != sushi:\n path = [token_in,sushi,weth,token_out]\n elif str(token_in) in SPECIAL_PATHS[router].keys() and str(token_out) in STABLECOINS:\n path = SPECIAL_PATHS[router][str(token_in)]\n elif chain.id == 56: #bsc\n from .constants import cake, wbnb\n if wbnb in (token_in, token_out:\n path = [token_in, token_out]\n elif cake in (token_in, token_out):\n path = [token_in, token_out]\n else:\n path = [token_in,wbnb,token_out]\n elif chain.id == 137: #bsc\n from .constants import wmatic\n if wmatic in (token_in, token_out):\n path = [token_in, token_out]\n else:\n path = [token_in,wmatic,token_out]\n else:\n path = [token_in, weth, token_out]\n fees = 0.997 ** (len(path) - 1)\n if router in ROUTERS:\n router = ROUTERS[router]\n try:\n quote = router.getAmountsOut(amount_in, path, block_identifier=block)\n amount_out = quote[-1] / 10 ** ypricemagic.utils.utils.get_decimals_with_override(str(path[-1]))\n return amount_out / fees\n except ValueError as e:\n return\n\n\n@ttl_cache(ttl=600)\n\n ... [4 more functiondefs truncated] ..."}, {"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 13\n \u2022 Unclosed '(' at line 40 - expected ')'\n\n Fixes:\n \u2022 Complete the expression on the last line\n \u2022 Add closing quote at line 13\n \u2022 Add closing ')' bracket"}]
| true
|
syntax
|
MISSING_BRACKETS
|
MEDIUM
|
b95b84a26deaf7cd8b371b13b34ee9e7005ee7c0
|
TheStack--python--000.parquet
|
Explain this Pythoncode:Python code: """ TextRNN model configuration """ class TextRNNConfig(object): def __init__( self, vocab_size=30000, pretrained_embedding=None, embedding_matrix=None, embedding_dim=300, embedding_dropout=0.3, lstm_hidden_size=128, output_dim=1, **kwargs ): self.pretrained_embedding = pretrained_embedding self.embedding_matrix = embedding_matrix self.embedding_dim = embedding_dim self.embedding_dropout = embedding_dropout self.lstm_hidden_size = lstm_hidden_size self.output_dim = output_dim
|
Functions: __init__ Classes: TextRNNConfig This code demonstrates Pythoncode:Python programming.
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advanced
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machine_learning
|
code_explanation
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Pythoncode:Python
| 1
| 1
| 611
| false
|
[{"role": "user", "content": "Explain this Pythoncode:Python code:\n\"\"\" TextRNN model configuration \"\"\"\n\nclass TextRNNConfig(object):\n\n def __init__(\n self,\n vocab_size=30000,\n pretrained_embedding=None,\n embedding_matrix=None,\n embedding_dim=300,\n embedding_dropout=0.3,\n lstm_hidden_size=128,\n output_dim=1,\n **kwargs\n ):\n self.pretrained_embedding = pretrained_embedding\n self.embedding_matrix = embedding_matrix\n self.embedding_dim = embedding_dim\n self.embedding_dropout = embedding_dropout\n self.lstm_hidden_size = lstm_hidden_size\n self.output_dim = output_dim"}, {"role": "assistant", "content": " Functions: __init__\n Classes: TextRNNConfig\n This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
b95bf173c71497f893fb19ff1c8e2576967d5c36
|
TheStack--python--000.parquet
|
Fill in the in this Pythoncode:Python code: from typing import Tuple import torch from torch.autograd import Function import torch.nn as nn from metrics.pointops import pointops_cuda import numpy as np class FurthestSampling(Function): @staticmethod def forward(ctx, xyz, m): """ input: xyz: (b, n, 3) and n > m, m: int32 output: idx: (b, m) """ assert xyz.is_contiguous() b, n, _ = xyz.size() idx = torch.cuda.IntTensor(b, m) temp = torch.cuda.FloatTensor(b, n).fill_(1e10) pointops_cuda.furthestsampling_cuda(b, n, m, xyz, temp, idx) return idx @staticmethod def backward(xyz, a=None): return None, None furthestsampling = FurthestSampling.apply class Gathering(Function): @staticmethod def forward(ctx, features, idx): """ input: features: (b, c, n), idx : (b, m) tensor output: (b, c, m) """ assert features.is_contiguous() assert idx.is_contiguous() b, c, n = features.size() m = idx.size(1) output = torch.cuda.FloatTensor(b, c, m) pointops_cuda.gathering_forward_cuda(b, c, n, m, features, idx, output) # Complete this line return output @staticmethod def backward(ctx, grad_out): idx, c, n = ctx.for_backwards b, m = idx.size() grad_features = torch.cuda.FloatTensor(b, c, n).zero_() grad_out_data = grad_out.data.contiguous() pointops_cuda.gathering_backward_cuda(b, c, n, m, grad_out_data, idx, grad_features.data) return grad_features, None gathering = Gathering.apply class NearestNeighbor(Function): @staticmethod def forward(ctx, unknown: torch.Tensor, known: torch.Tensor) -> Tuple[torch.Tensor, torch.Tensor]: """ Find the three nearest neighbors of unknown in known input: unknown: (b, n, 3), known: (b, m, 3) output: dist2: (b, n, 3) l2 distance to the three nearest neighbors idx: (b, n, 3) index of 3 nearest neighbors """ assert unknown.is_contiguous() assert known.is_contiguous() b, n, _ = unknown.size() m = known.size(1) dist2 = torch.cuda.FloatTensor(b, n, 3) idx = torch.cuda.IntTensor(b, n, 3) pointops_cuda.nearestneighbor_cuda(b, n, m, unknown, known, dist2, idx) return torch.sqrt(dist2), idx @staticmethod def backward(ctx, a=None, b=None): return None, None nearestneighbor = NearestNeighbor.apply class Interpolation(Function): @staticmethod ... [57 more functiondefs truncated] ...
|
The missing line is: ctx.for_backwards = (idx, c, n)
|
advanced
|
testing
|
fill_in_the_blank
|
Pythoncode:Python
| 6
| 4
| 2,620
| true
|
[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\nfrom typing import Tuple\n\nimport torch\nfrom torch.autograd import Function\nimport torch.nn as nn\n\nfrom metrics.pointops import pointops_cuda\n\nimport numpy as np\n\n\nclass FurthestSampling(Function):\n @staticmethod\n def forward(ctx, xyz, m):\n \"\"\"\n input: xyz: (b, n, 3) and n > m, m: int32\n output: idx: (b, m)\n \"\"\"\n assert xyz.is_contiguous()\n b, n, _ = xyz.size()\n idx = torch.cuda.IntTensor(b, m)\n temp = torch.cuda.FloatTensor(b, n).fill_(1e10)\n pointops_cuda.furthestsampling_cuda(b, n, m, xyz, temp, idx)\n return idx\n\n @staticmethod\n def backward(xyz, a=None):\n return None, None\n\nfurthestsampling = FurthestSampling.apply\n\n\nclass Gathering(Function):\n @staticmethod\n def forward(ctx, features, idx):\n \"\"\"\n input: features: (b, c, n), idx : (b, m) tensor\n output: (b, c, m)\n \"\"\"\n assert features.is_contiguous()\n assert idx.is_contiguous()\n b, c, n = features.size()\n m = idx.size(1)\n output = torch.cuda.FloatTensor(b, c, m)\n pointops_cuda.gathering_forward_cuda(b, c, n, m, features, idx, output)\n # Complete this line\n return output\n\n @staticmethod\n def backward(ctx, grad_out):\n idx, c, n = ctx.for_backwards\n b, m = idx.size()\n grad_features = torch.cuda.FloatTensor(b, c, n).zero_()\n grad_out_data = grad_out.data.contiguous()\n pointops_cuda.gathering_backward_cuda(b, c, n, m, grad_out_data, idx, grad_features.data)\n return grad_features, None\n\ngathering = Gathering.apply\n\n\nclass NearestNeighbor(Function):\n @staticmethod\n def forward(ctx, unknown: torch.Tensor, known: torch.Tensor) -> Tuple[torch.Tensor, torch.Tensor]:\n \"\"\"\n Find the three nearest neighbors of unknown in known\n input: unknown: (b, n, 3), known: (b, m, 3)\n output: dist2: (b, n, 3) l2 distance to the three nearest neighbors\n idx: (b, n, 3) index of 3 nearest neighbors\n \"\"\"\n assert unknown.is_contiguous()\n assert known.is_contiguous()\n b, n, _ = unknown.size()\n m = known.size(1)\n dist2 = torch.cuda.FloatTensor(b, n, 3)\n idx = torch.cuda.IntTensor(b, n, 3)\n pointops_cuda.nearestneighbor_cuda(b, n, m, unknown, known, dist2, idx)\n return torch.sqrt(dist2), idx\n\n @staticmethod\n def backward(ctx, a=None, b=None):\n return None, None\n\nnearestneighbor = NearestNeighbor.apply\n\n\nclass Interpolation(Function):\n @staticmethod\n\n ... [57 more functiondefs truncated] ..."}, {"role": "assistant", "content": "The missing line is:\n ctx.for_backwards = (idx, c, n)"}]
| false
| null | null | null |
b95d4a692bcb2991f35a3f589cde3570c4033e09
|
TheStack--python--000.parquet
|
Debug this Pythoncode:Python code: from collections import defaultdict from logging import getLogger from operator import itemgetter from os import environ from time import time from zope.cachedescriptors.property import Lazy as cachedproperty from zeit.cms.content.sources import FEATURE_TOGGLES from zope.component import getUtility from zeit.connector.interfaces import IConnector from zeit.connector.filesystem import Connector log = getLogger(__name__) class ContentCache(object): @cachedproperty def cache(self): size = environ.get('CONTENT_CACHE_SIZE') check = environ.get('CONTENT_CACHE_CHECK') connector = getUtility(IConnector) if size is not None and type(connector) is Connector: self.size = int(size) self.check = int(check) if check is not None else self.size / 5 self.connector = connector self.cache = defaultdict(lambda: dict(used=0, mtimes={}, data={})) self.hits = self.misses = 0 log.info('initialized content cache (size %s)', size) return self.cache else: return None def get(self, unique_id, key, factory, suffix=''): cache = self.cache if cache is None or not FEATURE_TOGGLES.find('content_caching'): return factory() try: mtime = int(self.connector.mtime(unique_id, suffix)) except (ValueError, TypeError): mtime = None if mtime is None: return factory() obj = cache[unique_id] obj['used'] += 1 obj['last'] = time() if mtime != obj['mtimes'].get(suffix): obj['data'].clear() obj['mtimes'][suffix] = mtime cache = obj['data'] if key not in cache: cache[key] = factory() self.misses += 1 log.debug('added %s (%s)', key, mtime) if self.misses % self.check == 0: self.cleanup() else: self.hits += 1 return cache[key] def cleanup(self): cache = self.cache over = len(cache) - self.size log.info('size: %d/%d, hits: %d, misses: %d', over + self.size, self.size, self.hits, self.misses) if over > 0: log.debug('removing %d items', over) last = sorted((cache[uid]['last'], uid) for uid in cache) for _, (_, uid) in zip(range(over), last): del cache[uid] @property def usage(self): cache = self.cache stats = (dict(uid=uid, used=cache[uid]['used']) for uid in cache) return sorted(stats, key=itemgetter('used')) def info(self): cache = self.cache usage = {info['uid']: info['used'] for info in reversed(self.usage)} return dict( size=self.size, count=len(cache), hits=self.hits, misses=self.misses, usage=usage) __cache = ContentCache() get = __cache.get info = __cache.info
|
Code analysis results: 🔴 Errors found: Block at line 16 has no indented body ⚠️ Warnings: Unexpected indentation at line 19 Unexpected indentation at line 21 Unexpected indentation at line 22 Unexpected indentation at line 23 💡 Suggestions: Add docstring to class 'ContentCache' Add docstring to function 'cache' Add docstring to function 'get'
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advanced
|
ui
|
debugging
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Pythoncode:Python
| 5
| 1
| 2,992
| true
|
[{"role": "user", "content": "Debug this Pythoncode:Python code:\nfrom collections import defaultdict\nfrom logging import getLogger\nfrom operator import itemgetter\nfrom os import environ\nfrom time import time\nfrom zope.cachedescriptors.property import Lazy as cachedproperty\nfrom zeit.cms.content.sources import FEATURE_TOGGLES\nfrom zope.component import getUtility\nfrom zeit.connector.interfaces import IConnector\nfrom zeit.connector.filesystem import Connector\n\n\nlog = getLogger(__name__)\n\n\nclass ContentCache(object):\n\n @cachedproperty\n def cache(self):\n size = environ.get('CONTENT_CACHE_SIZE')\n check = environ.get('CONTENT_CACHE_CHECK')\n connector = getUtility(IConnector)\n if size is not None and type(connector) is Connector:\n self.size = int(size)\n self.check = int(check) if check is not None else self.size / 5\n self.connector = connector\n self.cache = defaultdict(lambda: dict(used=0, mtimes={}, data={}))\n self.hits = self.misses = 0\n log.info('initialized content cache (size %s)', size)\n return self.cache\n else:\n return None\n\n def get(self, unique_id, key, factory, suffix=''):\n cache = self.cache\n if cache is None or not FEATURE_TOGGLES.find('content_caching'):\n return factory()\n try:\n mtime = int(self.connector.mtime(unique_id, suffix))\n except (ValueError, TypeError):\n mtime = None\n if mtime is None:\n return factory()\n obj = cache[unique_id]\n obj['used'] += 1\n obj['last'] = time()\n if mtime != obj['mtimes'].get(suffix):\n obj['data'].clear()\n obj['mtimes'][suffix] = mtime\n cache = obj['data']\n if key not in cache:\n cache[key] = factory()\n self.misses += 1\n log.debug('added %s (%s)', key, mtime)\n if self.misses % self.check == 0:\n self.cleanup()\n else:\n self.hits += 1\n return cache[key]\n\n def cleanup(self):\n cache = self.cache\n over = len(cache) - self.size\n log.info('size: %d/%d, hits: %d, misses: %d',\n over + self.size, self.size, self.hits, self.misses)\n if over > 0:\n log.debug('removing %d items', over)\n last = sorted((cache[uid]['last'], uid) for uid in cache)\n for _, (_, uid) in zip(range(over), last):\n del cache[uid]\n\n @property\n def usage(self):\n cache = self.cache\n stats = (dict(uid=uid, used=cache[uid]['used']) for uid in cache)\n return sorted(stats, key=itemgetter('used'))\n\n def info(self):\n cache = self.cache\n usage = {info['uid']: info['used'] for info in reversed(self.usage)}\n return dict(\n size=self.size,\n count=len(cache),\n hits=self.hits,\n misses=self.misses,\n usage=usage)\n\n\n__cache = ContentCache()\nget = __cache.get\ninfo = __cache.info"}, {"role": "assistant", "content": " Code analysis results:\n\n\n\ud83d\udd34 Errors found:\n Block at line 16 has no indented body\n\n\u26a0\ufe0f Warnings:\n Unexpected indentation at line 19\n Unexpected indentation at line 21\n Unexpected indentation at line 22\n Unexpected indentation at line 23\n\n\ud83d\udca1 Suggestions:\n Add docstring to class 'ContentCache'\n Add docstring to function 'cache'\n Add docstring to function 'get'"}]
| false
| null | null | null |
b95d5c160689db0e0a64a0a455645d72081698d5
|
TheStack--python--000.parquet
|
Complete this Pythoncode:Python code: """Project""" from __future__ import absolute_import, division, print_function, unicode_literals class GenProject(object): """Genesais project annotation.""" def __init__(self, data, gencloud): for field in data: setattr(self, field, data[field]) self.gencloud = gencloud self.id = getattr(self, 'id', None) # pylint: disable=invalid-name self.name = getattr(self, 'name', None) def data_types(self): """Return a list of data types.""" data = self.gencloud.project_data(self.id) return sorted(set(d.type for d in data)) def data(self, **query):
|
"""Query for Data object annotation.""" data = self.gencloud.project_data(self.id) query['case_ids__contains'] = self.id ids = set(d['id'] for d in self.gencloud.api.dataid.get(**query)['objects']) return [d for d in data if d.id in ids] def find(self, filter_str): """Filter Data object annotation.""" raise NotImplementedError() def __str__(self): return self.name or 'n/a' def __repr__(self): return u"GenProject: {} - {}".format(self.id, self.name)
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advanced
|
api
|
code_completion
|
Pythoncode:Python
| 6
| 1
| 1,177
| true
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\n\"\"\"Project\"\"\"\nfrom __future__ import absolute_import, division, print_function, unicode_literals\n\n\nclass GenProject(object):\n\n \"\"\"Genesais project annotation.\"\"\"\n\n def __init__(self, data, gencloud):\n for field in data:\n setattr(self, field, data[field])\n\n self.gencloud = gencloud\n self.id = getattr(self, 'id', None) # pylint: disable=invalid-name\n self.name = getattr(self, 'name', None)\n\n def data_types(self):\n \"\"\"Return a list of data types.\"\"\"\n data = self.gencloud.project_data(self.id)\n return sorted(set(d.type for d in data))\n\n def data(self, **query):"}, {"role": "assistant", "content": "\n \"\"\"Query for Data object annotation.\"\"\"\n data = self.gencloud.project_data(self.id)\n query['case_ids__contains'] = self.id\n ids = set(d['id'] for d in self.gencloud.api.dataid.get(**query)['objects'])\n return [d for d in data if d.id in ids]\n\n def find(self, filter_str):\n \"\"\"Filter Data object annotation.\"\"\"\n raise NotImplementedError()\n\n def __str__(self):\n return self.name or 'n/a'\n\n def __repr__(self):\n return u\"GenProject: {} - {}\".format(self.id, self.name)"}]
| false
| null | null | null |
b95e87663683cd1ca4cf5da88872ac29da6e83c7
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: # Create your views here. from django.db.models import QuerySet from django.utils.decorators import method_decorator from drf_yasg.utils import swagger_auto_schema from rest_framework import viewsets, status from rest_framework.permissions import IsAuthenticated, AllowAny from rest_framework.response import Response from rest_framework.viewsets import mixins from account.documents import DjangoFilterDescriptionInspector from account.models import Customer from account.serializers import CustomerInfoSerializer, SignUpFormSerializer @method_decorator(name='retrieve', decorator=swagger_auto_schema( operation_description="회원 개인정보 조회 API", filter_inspectors=[DjangoFilterDescriptionInspector], )) @method_decorator(name='create', decorator=swagger_auto_schema( operation_description="회원 가입 API", )) @method_decorator(name='update', decorator=swagger_auto_schema( operation_description="회원 정보 수정 API", )) @method_decorator(name='destroy', decorator=swagger_auto_schema( operation_description="회원 탈퇴 API", )) class CustomerAPIViewSet(mixins.CreateModelMixin, mixins.DestroyModelMixin, mixins.RetrieveModelMixin, mixins.UpdateModelMixin, viewsets.GenericViewSet): queryset: QuerySet = Customer.objects permission_classes = (IsAuthenticated,) http_method_names = ['get', 'post', 'put', 'delete'] def get_serializer_class(self): if self.request.method == 'POST': return SignUpFormSerializer elif self.request.method == 'GET': return CustomerInfoSerializer elif self.request.method == 'PUT': return SignUpFormSerializer
|
Error Analysis: Error Type: INCOMPLETE_LOGIC Error: Logic Error / Incomplete Statement Detected Errors: • Code truncated in middle of expression - unexpected EOF Fix: Complete if-else statement
|
advanced
|
api
|
error_detection
|
Pythoncode:Python
| 3
| 1
| 1,716
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\n# Create your views here.\nfrom django.db.models import QuerySet\nfrom django.utils.decorators import method_decorator\nfrom drf_yasg.utils import swagger_auto_schema\nfrom rest_framework import viewsets, status\nfrom rest_framework.permissions import IsAuthenticated, AllowAny\nfrom rest_framework.response import Response\nfrom rest_framework.viewsets import mixins\n\nfrom account.documents import DjangoFilterDescriptionInspector\nfrom account.models import Customer\nfrom account.serializers import CustomerInfoSerializer, SignUpFormSerializer\n\n\n@method_decorator(name='retrieve', decorator=swagger_auto_schema(\n operation_description=\"\ud68c\uc6d0 \uac1c\uc778\uc815\ubcf4 \uc870\ud68c API\",\n filter_inspectors=[DjangoFilterDescriptionInspector],\n))\n@method_decorator(name='create', decorator=swagger_auto_schema(\n operation_description=\"\ud68c\uc6d0 \uac00\uc785 API\",\n))\n@method_decorator(name='update', decorator=swagger_auto_schema(\n operation_description=\"\ud68c\uc6d0 \uc815\ubcf4 \uc218\uc815 API\",\n))\n@method_decorator(name='destroy', decorator=swagger_auto_schema(\n operation_description=\"\ud68c\uc6d0 \ud0c8\ud1f4 API\",\n))\nclass CustomerAPIViewSet(mixins.CreateModelMixin,\n mixins.DestroyModelMixin,\n mixins.RetrieveModelMixin,\n mixins.UpdateModelMixin,\n viewsets.GenericViewSet):\n queryset: QuerySet = Customer.objects\n permission_classes = (IsAuthenticated,)\n http_method_names = ['get', 'post', 'put', 'delete']\n\n def get_serializer_class(self):\n if self.request.method == 'POST':\n return SignUpFormSerializer\n elif self.request.method == 'GET':\n return CustomerInfoSerializer\n elif self.request.method == 'PUT':\n return SignUpFormSerializer"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: INCOMPLETE_LOGIC\n Error: Logic Error / Incomplete Statement\n\n Detected Errors:\n \u2022 Code truncated in middle of expression - unexpected EOF\n\n Fix: Complete if-else statement"}]
| true
|
syntax
|
INCOMPLETE_LOGIC
|
MEDIUM
|
b95f2f6c2258ef8998ac2a053019013dbf870640
|
TheStack--python--000.parquet
|
Repair the syntax errors in this Pythoncode:Python code: # -------------------------------------------------------------------------------------------- # Copyright (c) Microsoft Corporation. All rights reserved. # Licensed under the MIT License. See License.txt in the project root for license information. # -------------------------------------------------------------------------------------------- import argparse def get_name_or_id_validator(dest, child_type=None, resource_type='Frontdoors', resource_namespace='Microsoft.Network', resource_name_dest='front_door_name'): def _validate_name_or_id(cmd, namespace): from azure.cli.core.commands.client_factory import get_subscription_id from msrestazure.tools import is_valid_resource_id, resource_id subscription_id = get_subscription_id(cmd.cli_ctx) resource_group = namespace.resource_group_name names_or_ids = getattr(namespace, dest is_list = True # treat single values as a list, but convert back in the end if not isinstance(names_or_ids, list): is_list = False names_or_ids = [names_or_ids] if names_or_ids == [None] or not names_or_ids: return ids = [] for val in names_or_ids: id_params = { 'subscription': subscription_id, 'resource_group': resource_group, 'namespace': resource_namespace, 'type': resource_type, 'name': getattr(namespace, resource_name_dest) if child_type else val, 'child_type_1': child_type, 'child_name_1': val if child_type else None } if not is_valid_resource_id(val): val = resource_id(**id_params) ids.append(val) setattr(namespace, dest, ids if is_list else ids[0]) return _validate_name_or_id def validate_waf_policy(cmd, namespace): get_name_or_id_validator( dest='waf_policy', resource_type='WebApplicationFirewallPolicy' )(cmd, namespace) def validate_keyvault(cmd, namespace): get_name_or_id_validator( dest='vault', resource_type='vaults', resource_namespace='Microsoft.Keyvault' )(cmd, namespace) def validate_load_balancing_settings(cmd, namespace): get_name_or_id_validator('load_balancing_settings', 'loadBalancingSettings')(cmd, namespace) def validate_probe_settings(cmd, namespace): get_name_or_id_validator('probe_settings', 'healthProbeSettings')(cmd, namespace) def validate_frontend_endpoints(cmd, namespace): get_name_or_id_validator('frontend_endpoints', 'frontendEndpoints')(cmd, namespace) def validate_backend_pool(cmd, namespace): get_name_or_id_validator('backend_pool', 'backendPools')(cmd, namespace) ... [4 more functiondefs truncated] ...
|
Syntax Analysis: Syntax Errors Found: • Code truncated in middle of expression - unexpected EOF • Unclosed '(' at line 19 - expected ')' • Block at line 10 has no indented body Fixes: • Complete the expression on the last line • Add closing ')' bracket • Review code syntax
|
advanced
|
api
|
syntax_repair
|
Pythoncode:Python
| 8
| 0
| 2,848
| true
|
[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\n# --------------------------------------------------------------------------------------------\n# Copyright (c) Microsoft Corporation. All rights reserved.\n# Licensed under the MIT License. See License.txt in the project root for license information.\n# --------------------------------------------------------------------------------------------\n\nimport argparse\n\n\ndef get_name_or_id_validator(dest, child_type=None, resource_type='Frontdoors', resource_namespace='Microsoft.Network',\n resource_name_dest='front_door_name'):\n\n def _validate_name_or_id(cmd, namespace):\n\n from azure.cli.core.commands.client_factory import get_subscription_id\n from msrestazure.tools import is_valid_resource_id, resource_id\n\n subscription_id = get_subscription_id(cmd.cli_ctx)\n resource_group = namespace.resource_group_name\n names_or_ids = getattr(namespace, dest\n is_list = True\n\n # treat single values as a list, but convert back in the end\n if not isinstance(names_or_ids, list):\n is_list = False\n names_or_ids = [names_or_ids]\n\n if names_or_ids == [None] or not names_or_ids:\n return\n\n ids = []\n for val in names_or_ids:\n id_params = {\n 'subscription': subscription_id,\n 'resource_group': resource_group,\n 'namespace': resource_namespace,\n 'type': resource_type,\n 'name': getattr(namespace, resource_name_dest) if child_type else val,\n 'child_type_1': child_type,\n 'child_name_1': val if child_type else None\n }\n if not is_valid_resource_id(val):\n val = resource_id(**id_params)\n ids.append(val)\n setattr(namespace, dest, ids if is_list else ids[0])\n\n return _validate_name_or_id\n\n\ndef validate_waf_policy(cmd, namespace):\n get_name_or_id_validator(\n dest='waf_policy',\n resource_type='WebApplicationFirewallPolicy'\n )(cmd, namespace)\n\n\ndef validate_keyvault(cmd, namespace):\n get_name_or_id_validator(\n dest='vault',\n resource_type='vaults',\n resource_namespace='Microsoft.Keyvault'\n )(cmd, namespace)\n\n\ndef validate_load_balancing_settings(cmd, namespace):\n get_name_or_id_validator('load_balancing_settings', 'loadBalancingSettings')(cmd, namespace)\n\n\ndef validate_probe_settings(cmd, namespace):\n get_name_or_id_validator('probe_settings', 'healthProbeSettings')(cmd, namespace)\n\n\ndef validate_frontend_endpoints(cmd, namespace):\n get_name_or_id_validator('frontend_endpoints', 'frontendEndpoints')(cmd, namespace)\n\n\ndef validate_backend_pool(cmd, namespace):\n get_name_or_id_validator('backend_pool', 'backendPools')(cmd, namespace)\n\n\n\n ... [4 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Syntax Analysis:\n\n Syntax Errors Found:\n \u2022 Code truncated in middle of expression - unexpected EOF\n \u2022 Unclosed '(' at line 19 - expected ')'\n \u2022 Block at line 10 has no indented body\n\n Fixes:\n \u2022 Complete the expression on the last line\n \u2022 Add closing ')' bracket\n \u2022 Review code syntax"}]
| true
|
syntax
|
MISSING_BRACKETS
|
MEDIUM
|
b95fe9aa9fab4f285d9028f8b01c9820d83254e4
|
TheStack--python--000.parquet
|
Complete this Pythoncode:Python code: """ A preliminary attempt at parsing an RST file's math syntax in order to make math render as inline rather than display mode. This doesn't work as of yet but might be useful. It could, however, be not useful if there's a pandoc option for converting .md to .rst that makes math inline and not display. Keeping it around, though. """ import re s = """Define .. math:: v_{des}
|
as the desired velocity, .. math:: 1^k a vector of ones of length""" with open('/Users/nishant/Downloads/tutorialtest.rst', 'r') as myfile: s = myfile.read() print([elem[11:-2] for elem in re.findall('\n.. math:: *\S*\n\n', s)])
|
intermediate
|
testing
|
code_completion
|
Pythoncode:Python
| 0
| 0
| 620
| true
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\n\"\"\"\nA preliminary attempt at parsing an RST file's math syntax\nin order to make math render as inline rather than display\nmode. This doesn't work as of yet but might be useful.\n\nIt could, however, be not useful if there's a pandoc option\nfor converting .md to .rst that makes math inline and not\ndisplay. Keeping it around, though.\n\"\"\"\n\nimport re\n\ns = \"\"\"Define\n\n.. math:: v_{des}"}, {"role": "assistant", "content": "\nas the desired velocity,\n\n.. math:: 1^k\n\n a vector of ones of length\"\"\"\n\nwith open('/Users/nishant/Downloads/tutorialtest.rst', 'r') as myfile:\n s = myfile.read()\n\nprint([elem[11:-2] for elem in re.findall('\\n.. math:: *\\S*\\n\\n', s)])"}]
| false
| null | null | null |
b962302fa813576c8cf57a4deea0db5f25dfb918
|
TheStack--python--000.parquet
|
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