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Find all errors in this Pythoncode:Python code: import logging import sys from django.core.exceptions import ValidationError from django.db import models from django.db.models.fields.related import ForeignObject
|
Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Detected Errors: • Code truncated in middle of expression - unexpected EOF Fix: Complete the truncated code structure
|
intermediate
|
machine_learning
|
error_detection
|
Pythoncode:Python
| 0
| 1
| 164
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nimport logging\nimport sys\n\nfrom django.core.exceptions import ValidationError\nfrom django.db import models\nfrom django.db.models.fields.related import ForeignObject"}, {"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
|
9c048e3e8bdc9b4b95cc9e0528a68aa1fd3efcf5
|
TheStack--python--000.parquet
|
Explain this Pythoncode:Python code: # -*- coding: utf-8 -*- """ Modules for exposing functions that can be run as tasks. """ from __future__ import (absolute_import, division, print_function, unicode_literals)
|
This code demonstrates Pythoncode:Python programming.
|
beginner
|
general
|
code_explanation
|
Pythoncode:Python
| 0
| 0
| 198
| true
|
[{"role": "user", "content": "Explain this Pythoncode:Python code:\n# -*- coding: utf-8 -*-\n\"\"\"\nModules for exposing functions that can be run as tasks.\n\"\"\"\nfrom __future__ import (absolute_import, division,\n print_function, unicode_literals)"}, {"role": "assistant", "content": " This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
9c0520151db9426f768e41a165d1e59bc2354107
|
TheStack--python--000.parquet
|
Fill in the in this Pythoncode:Python code: #-*- coding:utf-8 -*- # Part of Odoo. See LICENSE file for full copyright and licensing details. from odoo import api, fields, models, _ from odoo.exceptions import UserError from odoo.tools import float_compare, float_is_zero class HrPayslipLine(models.Model): _inherit = 'hr.payslip.line' def _get_partner_id(self, credit_account): """ Get partner_id of slip line to use in account_move_line """ # use partner of salary rule or fallback on employee's address register_partner_id = self.salary_rule_id.register_id.partner_id partner_id = register_partner_id.id or self.slip_id.employee_id.address_home_id.id if credit_account: if register_partner_id or self.salary_rule_id.account_credit.internal_type in ('receivable', 'payable'): return partner_id else: # Complete this line return partner_id return False class HrPayslip(models.Model): _inherit = 'hr.payslip' date = fields.Date('Date Account', states={'draft': [('readonly', False)]}, readonly=True, help="Keep empty to use the period of the validation(Payslip) date.") journal_id = fields.Many2one('account.journal', 'Salary Journal', readonly=True, required=True, states={'draft': [('readonly', False)]}, default=lambda self: self.env['account.journal'].search([('type', '=', 'general')], limit=1)) move_id = fields.Many2one('account.move', 'Accounting Entry', readonly=True, copy=False) @api.model def create(self, vals): if 'journal_id' in self.env.context: vals['journal_id'] = self.env.context.get('journal_id') return super(HrPayslip, self).create(vals) @api.onchange('contract_id') def onchange_contract(self): super(HrPayslip, self).onchange_contract() self.journal_id = self.contract_id.journal_id.id or (not self.contract_id and self.default_get(['journal_id'])['journal_id']) @api.multi def action_payslip_cancel(self): moves = self.mapped('move_id') moves.filtered(lambda x: x.state == 'posted').button_cancel() moves.unlink() return super(HrPayslip, self).action_payslip_cancel() @api.multi ... [4 more functiondefs truncated] ...
|
The missing line is: if register_partner_id or self.salary_rule_id.account_debit.internal_type in ('receivable', 'payable'):
|
advanced
|
api
|
fill_in_the_blank
|
Pythoncode:Python
| 4
| 2
| 2,372
| true
|
[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\n#-*- coding:utf-8 -*-\n# Part of Odoo. See LICENSE file for full copyright and licensing details.\n\nfrom odoo import api, fields, models, _\nfrom odoo.exceptions import UserError\nfrom odoo.tools import float_compare, float_is_zero\n\n\nclass HrPayslipLine(models.Model):\n _inherit = 'hr.payslip.line'\n\n def _get_partner_id(self, credit_account):\n \"\"\"\n Get partner_id of slip line to use in account_move_line\n \"\"\"\n # use partner of salary rule or fallback on employee's address\n register_partner_id = self.salary_rule_id.register_id.partner_id\n partner_id = register_partner_id.id or self.slip_id.employee_id.address_home_id.id\n if credit_account:\n if register_partner_id or self.salary_rule_id.account_credit.internal_type in ('receivable', 'payable'):\n return partner_id\n else:\n # Complete this line\n return partner_id\n return False\n\nclass HrPayslip(models.Model):\n _inherit = 'hr.payslip'\n\n date = fields.Date('Date Account', states={'draft': [('readonly', False)]}, readonly=True,\n help=\"Keep empty to use the period of the validation(Payslip) date.\")\n journal_id = fields.Many2one('account.journal', 'Salary Journal', readonly=True, required=True,\n states={'draft': [('readonly', False)]}, default=lambda self: self.env['account.journal'].search([('type', '=', 'general')], limit=1))\n move_id = fields.Many2one('account.move', 'Accounting Entry', readonly=True, copy=False)\n\n @api.model\n def create(self, vals):\n if 'journal_id' in self.env.context:\n vals['journal_id'] = self.env.context.get('journal_id')\n return super(HrPayslip, self).create(vals)\n\n @api.onchange('contract_id')\n def onchange_contract(self):\n super(HrPayslip, self).onchange_contract()\n self.journal_id = self.contract_id.journal_id.id or (not self.contract_id and self.default_get(['journal_id'])['journal_id'])\n\n @api.multi\n def action_payslip_cancel(self):\n moves = self.mapped('move_id')\n moves.filtered(lambda x: x.state == 'posted').button_cancel()\n moves.unlink()\n return super(HrPayslip, self).action_payslip_cancel()\n\n @api.multi\n\n ... [4 more functiondefs truncated] ..."}, {"role": "assistant", "content": "The missing line is:\n if register_partner_id or self.salary_rule_id.account_debit.internal_type in ('receivable', 'payable'):"}]
| false
| null | null | null |
9c07713f7b2c917072be6181205756050fc2c5cb
|
TheStack--python--000.parquet
|
Debug this Pythoncode:Python code: import matplotlib.pyplot as plt import matplotlib.gridspec as gridspec import sys import numpy as np from matplotlib.colors import LinearSegmentedColormap from matplotlib.colors import BoundaryNorm def plot_images( num_sample_perclass=10, x=None, y=None, labels=None, title=None, cmap=None ): grid_x = num_sample_perclass + 1 grid_y = len(labels) plt.figure(figsize=(grid_y, grid_x)) gs1 = gridspec.GridSpec(grid_y, grid_x) gs1.update(wspace=0.025, hspace=0.05) font = {"family": "serif", "weight": "bold"} plt.suptitle(title) j = 0 for i in range(grid_y): idxs = [0] + list(np.where(y == list(labels.keys())[i])[0][: grid_x - 1]) label = labels[list(labels.keys())[i]] for k, idx in enumerate(idxs): ax1 = plt.subplot(gs1[j]) if k == 0: ax1.text(0, 0.25, label, ha="right", wrap=True, fontdict=font) else: ax1.imshow(x[idx, ...], cmap=cmap) plt.axis("off") j += 1 plt.show() def plot_2D(x, y, title, axis="off"): BLUE, ORANGE = "#57B5E8", "#E69E00" plt.figure(figsize=(8, 8)) plt.scatter( x[:, 0], x[:, 1], s=18, facecolors="none", edgecolors=np.array([BLUE, ORANGE])[y], ) if axis == "off": plt.axis("off") elif axis == "on": plt.xlabel("x_1") plt.ylabel("x_2") else: print("incorrect values for arg: axis (on or off only)") sys.exit() plt.title(title) plt.show() ... [1 more functiondefs truncated] ...
|
Code analysis results: 🔴 Errors found: Code truncated in middle of expression - unexpected EOF Invalid syntax at line 66: ... [1 more functiondefs truncated] ... ⚠️ Warnings: Unexpected indentation at line 10 Unexpected indentation at line 13 Unexpected indentation at line 16 Unexpected indentation at line 17 💡 Suggestions: Complete the expression on the last line Review syntax near the error location
|
intermediate
|
database
|
debugging
|
Pythoncode:Python
| 2
| 0
| 1,604
| true
|
[{"role": "user", "content": "Debug this Pythoncode:Python code:\nimport matplotlib.pyplot as plt\nimport matplotlib.gridspec as gridspec\nimport sys\nimport numpy as np\nfrom matplotlib.colors import LinearSegmentedColormap\nfrom matplotlib.colors import BoundaryNorm\n\n\ndef plot_images(\n num_sample_perclass=10, x=None, y=None, labels=None, title=None, cmap=None\n):\n grid_x = num_sample_perclass + 1\n grid_y = len(labels)\n\n plt.figure(figsize=(grid_y, grid_x))\n gs1 = gridspec.GridSpec(grid_y, grid_x)\n gs1.update(wspace=0.025, hspace=0.05)\n\n font = {\"family\": \"serif\", \"weight\": \"bold\"}\n\n plt.suptitle(title)\n j = 0\n for i in range(grid_y):\n idxs = [0] + list(np.where(y == list(labels.keys())[i])[0][: grid_x - 1])\n label = labels[list(labels.keys())[i]]\n\n for k, idx in enumerate(idxs):\n ax1 = plt.subplot(gs1[j])\n\n if k == 0:\n ax1.text(0, 0.25, label, ha=\"right\", wrap=True, fontdict=font)\n\n else:\n ax1.imshow(x[idx, ...], cmap=cmap)\n\n plt.axis(\"off\")\n j += 1\n\n plt.show()\n\n\ndef plot_2D(x, y, title, axis=\"off\"):\n BLUE, ORANGE = \"#57B5E8\", \"#E69E00\"\n plt.figure(figsize=(8, 8))\n plt.scatter(\n x[:, 0],\n x[:, 1],\n s=18,\n facecolors=\"none\",\n edgecolors=np.array([BLUE, ORANGE])[y],\n )\n if axis == \"off\":\n plt.axis(\"off\")\n elif axis == \"on\":\n plt.xlabel(\"x_1\")\n plt.ylabel(\"x_2\")\n else:\n print(\"incorrect values for arg: axis (on or off only)\")\n sys.exit()\n\n plt.title(title)\n plt.show()\n\n\n\n ... [1 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Code analysis results:\n\n\n\ud83d\udd34 Errors found:\n Code truncated in middle of expression - unexpected EOF\n Invalid syntax at line 66: ... [1 more functiondefs truncated] ...\n\n\n\u26a0\ufe0f Warnings:\n Unexpected indentation at line 10\n Unexpected indentation at line 13\n Unexpected indentation at line 16\n Unexpected indentation at line 17\n\n\ud83d\udca1 Suggestions:\n Complete the expression on the last line\n Review syntax near the error location"}]
| false
| null | null | null |
9c08054f6ca4be429f3f9506fd1f8ea55ac7ad8b
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: import logging import os import random from abc import ABC, abstractmethod from random import randint from time import sleep, strftime class State(ABC): @abstractmethod def run(self, context): return NotImplemented class DoSAttack(State): def run(self, context): d = {'hostname': HOSTNAME[0], 'hostip': HOSTIP[0], 'severity': SEVERITY[1], 'facility': FACILITY[1]} http_response_code = '200' for i in range(25): if i >= 20: http_response_code = '503' d['severity'] = SEVERITY[5] for sourceip in SOURCEIP: d['sourceip'] = sourceip context.logger.info('Requested resource index.html {}'.format(http_response_code), extra=d) context.state = NormalState() class NormalState(State): def run(self, context): normal = {'hostname': HOSTNAME[1], 'hostip': HOSTIP[1], 'severity': SEVERITY[1], 'facility': FACILITY[1]} while True: normal['sourceip'] = random.choice(SOURCEIP)
|
Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Fix: Complete the truncated code structure
|
advanced
|
api
|
error_detection
|
Pythoncode:Python
| 4
| 5
| 1,078
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nimport logging\nimport os\nimport random\nfrom abc import ABC, abstractmethod\nfrom random import randint\nfrom time import sleep, strftime\n\nclass State(ABC):\n @abstractmethod\n def run(self, context):\n return NotImplemented\n\n\nclass DoSAttack(State):\n def run(self, context):\n d = {'hostname': HOSTNAME[0], 'hostip': HOSTIP[0], 'severity': SEVERITY[1],\n 'facility': FACILITY[1]}\n\n http_response_code = '200'\n for i in range(25):\n if i >= 20:\n http_response_code = '503'\n d['severity'] = SEVERITY[5]\n\n for sourceip in SOURCEIP:\n d['sourceip'] = sourceip\n context.logger.info('Requested resource index.html {}'.format(http_response_code), extra=d)\n\n context.state = NormalState()\n\n\nclass NormalState(State):\n def run(self, context):\n normal = {'hostname': HOSTNAME[1], 'hostip': HOSTIP[1], 'severity': SEVERITY[1],\n 'facility': FACILITY[1]}\n\n while True:\n normal['sourceip'] = random.choice(SOURCEIP)"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: HARD_CUT\n Error: SyntaxError / EOF\n\n Fix: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
9c09326eb5f4c01f6725f6f04b0ab3e2c2184c2f
|
TheStack--python--000.parquet
|
Fill in the in this Pythoncode:Python code: from typing import Optional import numpy as np from . import Evaluator from ..state import VectorSpaceStateVar class VectorSpaceErrorEval(Evaluator): """Error evaluator for a measured vector space state variable""" def __init__(self, meas: np.ndarray, state_vec: VectorSpaceStateVar) -> None: super().__init__() self._meas: np.ndarray = meas self._state_vec: VectorSpaceStateVar = state_vec def is_active(self): return not self._state_vec.locked # Complete this line error = self._meas - self._state_vec.value if lhs is None: return error assert lhs.shape[-1] == self._state_vec.perturb_dim jacs = dict() if not self._state_vec.locked: jacs = {self._state_vec.key: -lhs} return error, jacs
|
The missing line is: def evaluate(self, lhs: Optional[np.ndarray] = None):
|
advanced
|
testing
|
fill_in_the_blank
|
Pythoncode:Python
| 3
| 1
| 793
| true
|
[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\nfrom typing import Optional\nimport numpy as np\n\nfrom . import Evaluator\nfrom ..state import VectorSpaceStateVar\n\n\nclass VectorSpaceErrorEval(Evaluator):\n \"\"\"Error evaluator for a measured vector space state variable\"\"\"\n\n def __init__(self, meas: np.ndarray, state_vec: VectorSpaceStateVar) -> None:\n super().__init__()\n self._meas: np.ndarray = meas\n self._state_vec: VectorSpaceStateVar = state_vec\n\n def is_active(self):\n return not self._state_vec.locked\n\n # Complete this line\n error = self._meas - self._state_vec.value\n\n if lhs is None:\n return error\n\n assert lhs.shape[-1] == self._state_vec.perturb_dim\n\n jacs = dict()\n\n if not self._state_vec.locked:\n jacs = {self._state_vec.key: -lhs}\n\n return error, jacs"}, {"role": "assistant", "content": "The missing line is:\n def evaluate(self, lhs: Optional[np.ndarray] = None):"}]
| false
| null | null | null |
9c0a0b0b086b2b7d8551997a7e4a8ba952ff7a5b
|
TheStack--python--000.parquet
|
Explain this Pythoncode:Python code: from bc4py_extension import PyAddress import hashlib def is_address(ck: PyAddress, hrp, ver): """check bech32 format and version""" try: if ck.hrp != hrp: return False if ck.version != ver: return False except ValueError: return False return True def get_address(pk, hrp, ver) -> PyAddress: """get address from public key""" identifier = hashlib.new('ripemd160', hashlib.sha256(pk).digest()).digest() return PyAddress.from_param(hrp, ver, identifier) def convert_address(ck: PyAddress, hrp, ver) -> PyAddress: """convert address's version""" return PyAddress.from_param(hrp, ver, ck.identifier()) def dummy_address(dummy_identifier) -> PyAddress: assert len(dummy_identifier) == 20 return PyAddress.from_param('dummy', 0, dummy_identifier) __all__ = [ "is_address", "get_address", "convert_address", "dummy_address", ]
|
Functions: is_address, get_address, convert_address, dummy_address This code demonstrates Pythoncode:Python programming.
|
intermediate
|
testing
|
code_explanation
|
Pythoncode:Python
| 4
| 0
| 937
| true
|
[{"role": "user", "content": "Explain this Pythoncode:Python code:\nfrom bc4py_extension import PyAddress\nimport hashlib\n\n\ndef is_address(ck: PyAddress, hrp, ver):\n \"\"\"check bech32 format and version\"\"\"\n try:\n if ck.hrp != hrp:\n return False\n if ck.version != ver:\n return False\n except ValueError:\n return False\n return True\n\n\ndef get_address(pk, hrp, ver) -> PyAddress:\n \"\"\"get address from public key\"\"\"\n identifier = hashlib.new('ripemd160', hashlib.sha256(pk).digest()).digest()\n return PyAddress.from_param(hrp, ver, identifier)\n\n\ndef convert_address(ck: PyAddress, hrp, ver) -> PyAddress:\n \"\"\"convert address's version\"\"\"\n return PyAddress.from_param(hrp, ver, ck.identifier())\n\n\ndef dummy_address(dummy_identifier) -> PyAddress:\n assert len(dummy_identifier) == 20\n return PyAddress.from_param('dummy', 0, dummy_identifier)\n\n\n__all__ = [\n \"is_address\",\n \"get_address\",\n \"convert_address\",\n \"dummy_address\",\n]"}, {"role": "assistant", "content": " Functions: is_address, get_address, convert_address, dummy_address\n This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
9c0adaf30cf08d06f29b5570721ed08bc9df2c6a
|
TheStack--python--000.parquet
|
Explain this Pythoncode:Python code: """``cubi-tk snappy kickoff``: kickoff SNAPPY pipeline.""" import argparse import os import subprocess import typing from logzero import logger from toposort import toposort from . import common from cubi_tk.exceptions import ParseOutputException def run( args, _parser: argparse.ArgumentParser, _subparser: argparse.ArgumentParser ) -> typing.Optional[int]: logger.info("Try to find SNAPPY pipeline directory...") try: path = common.find_snappy_root_dir(args.path or os.getcwd(), common.DEPENDENCIES.keys()) except common.CouldNotFindPipelineRoot: return 1 # TODO: this assumes standard naming which is a limitation... logger.info("Looking for pipeline directories (assuming standard naming)...") logger.debug("Looking in %s", path) step_set = {name for name in common.DEPENDENCIES if (path / name).exists()} steps: typing.List[str] = [] for names in toposort({k: set(v) for k, v in common.DEPENDENCIES.items()}): steps += [name for name in names if name in step_set] logger.info("Will run the steps: %s", ", ".join(steps)) logger.info("Submitting with sbatch...") jids: typing.Dict[str, str] = {} for step in steps: dep_jids = [jids[dep] for dep in common.DEPENDENCIES[step] if dep in jids] cmd = ["sbatch"] if dep_jids: cmd += ["--dependency", "afterok:%s" % ":".join(map(str, dep_jids))] cmd += ["pipeline_job.sh"] logger.info("Submitting step %s: %s", step, " ".join(cmd)) if args.dry_run: jid = "<%s>" % step else: stdout_raw = subprocess.check_output(cmd, cwd=str(path / step), timeout=args.timeout) stdout = stdout_raw.decode("utf-8") if not stdout.startswith("Submitted batch job "): raise ParseOutputException("Did not understand sbatch output: %s" % stdout) jid = stdout.split()[-1] logger.info(" => JID: %s", jid) jids[step] = jid return None def setup_argparse(parser: argparse.ArgumentParser) -> None: """Setup argument parser for ``cubi-tk snappy pull-sheet``.""" parser.add_argument("--hidden-cmd", dest="snappy_cmd", default=run, help=argparse.SUPPRESS) parser.add_argument( "--dry-run", "-n", default=False, action="store_true", help="Perform dry-run, do not do anything.", ) parser.add_argument( "--timeout", default=10, type=int, help="Number of seconds to wait for commands." ) parser.add_argument( "path", nargs="?", help="Path into SNAPPY directory (below a directory containing .snappy_pipeline).", )
|
Functions: run, setup_argparse This code demonstrates Pythoncode:Python programming.
|
intermediate
|
database
|
code_explanation
|
Pythoncode:Python
| 2
| 0
| 2,687
| true
|
[{"role": "user", "content": "Explain this Pythoncode:Python code:\n\"\"\"``cubi-tk snappy kickoff``: kickoff SNAPPY pipeline.\"\"\"\n\nimport argparse\nimport os\nimport subprocess\nimport typing\n\nfrom logzero import logger\nfrom toposort import toposort\n\nfrom . import common\n\nfrom cubi_tk.exceptions import ParseOutputException\n\n\ndef run(\n args, _parser: argparse.ArgumentParser, _subparser: argparse.ArgumentParser\n) -> typing.Optional[int]:\n logger.info(\"Try to find SNAPPY pipeline directory...\")\n try:\n path = common.find_snappy_root_dir(args.path or os.getcwd(), common.DEPENDENCIES.keys())\n except common.CouldNotFindPipelineRoot:\n return 1\n\n # TODO: this assumes standard naming which is a limitation...\n logger.info(\"Looking for pipeline directories (assuming standard naming)...\")\n logger.debug(\"Looking in %s\", path)\n step_set = {name for name in common.DEPENDENCIES if (path / name).exists()}\n steps: typing.List[str] = []\n for names in toposort({k: set(v) for k, v in common.DEPENDENCIES.items()}):\n steps += [name for name in names if name in step_set]\n logger.info(\"Will run the steps: %s\", \", \".join(steps))\n\n logger.info(\"Submitting with sbatch...\")\n jids: typing.Dict[str, str] = {}\n for step in steps:\n dep_jids = [jids[dep] for dep in common.DEPENDENCIES[step] if dep in jids]\n cmd = [\"sbatch\"]\n if dep_jids:\n cmd += [\"--dependency\", \"afterok:%s\" % \":\".join(map(str, dep_jids))]\n cmd += [\"pipeline_job.sh\"]\n logger.info(\"Submitting step %s: %s\", step, \" \".join(cmd))\n if args.dry_run:\n jid = \"<%s>\" % step\n else:\n stdout_raw = subprocess.check_output(cmd, cwd=str(path / step), timeout=args.timeout)\n stdout = stdout_raw.decode(\"utf-8\")\n if not stdout.startswith(\"Submitted batch job \"):\n raise ParseOutputException(\"Did not understand sbatch output: %s\" % stdout)\n jid = stdout.split()[-1]\n logger.info(\" => JID: %s\", jid)\n jids[step] = jid\n\n return None\n\n\ndef setup_argparse(parser: argparse.ArgumentParser) -> None:\n \"\"\"Setup argument parser for ``cubi-tk snappy pull-sheet``.\"\"\"\n parser.add_argument(\"--hidden-cmd\", dest=\"snappy_cmd\", default=run, help=argparse.SUPPRESS)\n\n parser.add_argument(\n \"--dry-run\",\n \"-n\",\n default=False,\n action=\"store_true\",\n help=\"Perform dry-run, do not do anything.\",\n )\n\n parser.add_argument(\n \"--timeout\", default=10, type=int, help=\"Number of seconds to wait for commands.\"\n )\n\n parser.add_argument(\n \"path\",\n nargs=\"?\",\n help=\"Path into SNAPPY directory (below a directory containing .snappy_pipeline).\",\n )"}, {"role": "assistant", "content": " Functions: run, setup_argparse\n This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
9c0b22579bc28f35e8719b18a2963cb1c1518847
|
TheStack--python--000.parquet
|
Suggest refactoring for this Pythoncode:Python code: from __future__ import absolute_import from functools import reduce from operator import mul def test_at_is_actually_working(shape, expected): """ Check that autotuning is actually running when switched on, in both 2D and 3D operators. """ grid = Grid(shape=shape) buffer = StringIO() temporary_handler = logging.StreamHandler(buffer) logger.addHandler(temporary_handler) infield = Function(name='infield', grid=grid) infield.data[:] = np.arange(reduce(mul, shape), dtype=np.int32).reshape(shape) outfield = Function(name='outfield', grid=grid) stencil = Eq(outfield.indexify(), outfield.indexify() + infield.indexify()*3.0) op = Operator(stencil, dle=('blocking', {'blockinner': True, 'blockalways': True})) # Expected 3 AT attempts for the given shape op(infield=infield, outfield=outfield, autotune=True) out = [i for i in buffer.getvalue().split('\n') if 'took' in i] assert len(out) == 4 # Now try the same with aggressive autotuning, which tries 9 more cases configuration['autotuning'] = 'aggressive' op(infield=infield, outfield=outfield, autotune=True) out = [i for i in buffer.getvalue().split('\n') if 'took' in i] assert len(out) == expected configuration['autotuning'] = configuration._defaults['autotuning'] logger.removeHandler(temporary_handler) temporary_handler.flush() temporary_handler.close() buffer.flush() buffer.close() @silencio(log_level='DEBUG') @skipif_yask ... [1 more functiondefs truncated] ...
|
Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
|
intermediate
|
testing
|
refactoring
|
Pythoncode:Python
| 1
| 0
| 1,554
| true
|
[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\nfrom __future__ import absolute_import\n\nfrom functools import reduce\nfrom operator import mul\ndef test_at_is_actually_working(shape, expected):\n \"\"\"\n Check that autotuning is actually running when switched on,\n in both 2D and 3D operators.\n \"\"\"\n grid = Grid(shape=shape)\n\n buffer = StringIO()\n temporary_handler = logging.StreamHandler(buffer)\n logger.addHandler(temporary_handler)\n\n infield = Function(name='infield', grid=grid)\n infield.data[:] = np.arange(reduce(mul, shape), dtype=np.int32).reshape(shape)\n outfield = Function(name='outfield', grid=grid)\n stencil = Eq(outfield.indexify(), outfield.indexify() + infield.indexify()*3.0)\n op = Operator(stencil, dle=('blocking', {'blockinner': True, 'blockalways': True}))\n\n # Expected 3 AT attempts for the given shape\n op(infield=infield, outfield=outfield, autotune=True)\n out = [i for i in buffer.getvalue().split('\\n') if 'took' in i]\n assert len(out) == 4\n\n # Now try the same with aggressive autotuning, which tries 9 more cases\n configuration['autotuning'] = 'aggressive'\n op(infield=infield, outfield=outfield, autotune=True)\n out = [i for i in buffer.getvalue().split('\\n') if 'took' in i]\n assert len(out) == expected\n configuration['autotuning'] = configuration._defaults['autotuning']\n\n logger.removeHandler(temporary_handler)\n\n temporary_handler.flush()\n temporary_handler.close()\n buffer.flush()\n buffer.close()\n\n\n@silencio(log_level='DEBUG')\n@skipif_yask\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 |
9c0b572f391a67c770410e50b8bf0631101d5372
|
TheStack--python--000.parquet
|
Suggest refactoring for this Pythoncode:Python code: from data.data_reader import BIZCARD_LABEL_MAP, BizcardDataParser import argparse from pathlib import Path import os import json import cv2 import numpy as np def convert_bizcard_to_coco_format(image_dir, json_dir, id_list, out_dir, out_name): coco_json = {} images = [] annotations = [] categories = [] for _, key in enumerate(BIZCARD_LABEL_MAP.keys()): categories.append({ 'id': BIZCARD_LABEL_MAP[key], 'name': key }) with open(id_list) as fp: ids = fp.readlines() for idx, file_id in enumerate(ids): file_id = Path(file_id.strip()) print(idx, file_id) if not (image_dir / file_id).with_suffix('.jpg').exists(): file_id = file_id.with_suffix('.jpeg') else: file_id = file_id.with_suffix('.jpg') height, width = cv2.imread(str(image_dir / file_id)).shape[:2] images.append({ 'file_name': str(file_id), 'id': idx, 'height': height, 'width': width }) try: gt = BizcardDataParser.parse_data(str((json_dir / file_id).with_suffix('.json')), str(image_dir / file_id))[ 0] for word in gt.words: anno = { 'id': len(annotations), 'image_id': idx, 'bbox': [word.bbox.min_x, word.bbox.min_y, (word.bbox.max_x - word.bbox.min_x), (word.bbox.max_y - word.bbox.min_y)], 'segmentation': [word.bbox.val], 'category_id': word.label, 'iscrowd': 0, 'area': cv2.contourArea(np.reshape(word.bbox.val, [-1, 2]).astype(np.float32)) } annotations.append(anno) except Exception as e: print(e) print(str(image_dir / file_id)) coco_json['images'] = images coco_json['annotations'] = annotations coco_json['categories'] = categories with open(Path(out_dir, out_name), 'w') as f: json.dump(coco_json, f) if __name__ == '__main__': parser = argparse.ArgumentParser() parser.add_argument('--img_dir', type=str) parser.add_argument('--gt_dir', type=str) parser.add_argument('--data_list', type=str) parser.add_argument('--out_dir', type=str) parser.add_argument('--out_name', type=str) args = parser.parse_args() if not Path(args.out_dir).exists(): Path(args.out_dir).mkdir() convert_bizcard_to_coco_format( Path(args.img_dir), Path(args.gt_dir), args.data_list, args.out_dir, args.out_name)
|
Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
|
intermediate
|
database
|
refactoring
|
Pythoncode:Python
| 1
| 0
| 2,683
| true
|
[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\nfrom data.data_reader import BIZCARD_LABEL_MAP, BizcardDataParser\nimport argparse\nfrom pathlib import Path\nimport os\nimport json\nimport cv2\nimport numpy as np\n\n\ndef convert_bizcard_to_coco_format(image_dir, json_dir, id_list, out_dir, out_name):\n coco_json = {}\n images = []\n annotations = []\n categories = []\n\n for _, key in enumerate(BIZCARD_LABEL_MAP.keys()):\n categories.append({\n 'id': BIZCARD_LABEL_MAP[key],\n 'name': key\n })\n\n with open(id_list) as fp:\n ids = fp.readlines()\n\n for idx, file_id in enumerate(ids):\n file_id = Path(file_id.strip())\n print(idx, file_id)\n\n if not (image_dir / file_id).with_suffix('.jpg').exists():\n file_id = file_id.with_suffix('.jpeg')\n else:\n file_id = file_id.with_suffix('.jpg')\n\n height, width = cv2.imread(str(image_dir / file_id)).shape[:2]\n images.append({\n 'file_name': str(file_id),\n 'id': idx,\n 'height': height,\n 'width': width\n })\n\n try:\n gt = BizcardDataParser.parse_data(str((json_dir / file_id).with_suffix('.json')), str(image_dir / file_id))[\n 0]\n for word in gt.words:\n anno = {\n 'id': len(annotations),\n 'image_id': idx,\n 'bbox': [word.bbox.min_x, word.bbox.min_y, (word.bbox.max_x - word.bbox.min_x),\n (word.bbox.max_y - word.bbox.min_y)],\n 'segmentation': [word.bbox.val],\n 'category_id': word.label,\n 'iscrowd': 0,\n 'area': cv2.contourArea(np.reshape(word.bbox.val, [-1, 2]).astype(np.float32))\n }\n annotations.append(anno)\n except Exception as e:\n print(e)\n print(str(image_dir / file_id))\n\n coco_json['images'] = images\n coco_json['annotations'] = annotations\n coco_json['categories'] = categories\n with open(Path(out_dir, out_name), 'w') as f:\n json.dump(coco_json, f)\n\n\nif __name__ == '__main__':\n parser = argparse.ArgumentParser()\n parser.add_argument('--img_dir', type=str)\n parser.add_argument('--gt_dir', type=str)\n parser.add_argument('--data_list', type=str)\n parser.add_argument('--out_dir', type=str)\n parser.add_argument('--out_name', type=str)\n args = parser.parse_args()\n\n if not Path(args.out_dir).exists():\n Path(args.out_dir).mkdir()\n\n convert_bizcard_to_coco_format(\n Path(args.img_dir),\n Path(args.gt_dir),\n args.data_list,\n args.out_dir,\n args.out_name)"}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
9c0c673d58dcba5d4585b62a8e7fbc1916ed2edb
|
TheStack--python--000.parquet
|
Find the logical error in this Pythoncode:Python code: from pathlib import Path from typing import List, Optional from typer import Argument from deckz.cli import app from deckz.paths import Paths from deckz.running import run as running_run @app.command() def run( targets: Optional[List[str + 1]] = Argument(None), handout: bool = True, presentation: bool = True, print: bool = True, deck_path: Path = Path("."), ) -> None: """Compile main targets.""" paths = Paths.from_defaults(deck_path) running_run( paths=paths, build_handout=handout, build_presentation=presentation, build_print=print, target_whitelist=targets, )
|
Logical Error Analysis: Error Type: OFF_BY_ONE Issue: Index or range is off by one Severity: MEDIUM Location: Line 13 Buggy code: targets: Optional[List[str + 1]] = Argument(None), Should be: targets: Optional[List[str]] = Argument(None), Explanation: Classic off-by-one error - will cause wrong iteration or index access Fix: Check loop bounds and array indices carefully
|
intermediate
|
ui
|
logical_errors
|
Pythoncode:Python
| 1
| 0
| 647
| true
|
[{"role": "user", "content": "Find the logical error in this Pythoncode:Python code:\nfrom pathlib import Path\nfrom typing import List, Optional\n\nfrom typer import Argument\n\nfrom deckz.cli import app\nfrom deckz.paths import Paths\nfrom deckz.running import run as running_run\n\n\n@app.command()\ndef run(\n targets: Optional[List[str + 1]] = Argument(None),\n handout: bool = True,\n presentation: bool = True,\n print: bool = True,\n deck_path: Path = Path(\".\"),\n) -> None:\n \"\"\"Compile main targets.\"\"\"\n paths = Paths.from_defaults(deck_path)\n running_run(\n paths=paths,\n build_handout=handout,\n build_presentation=presentation,\n build_print=print,\n target_whitelist=targets,\n )"}, {"role": "assistant", "content": " Logical Error Analysis:\n\n Error Type: OFF_BY_ONE\n Issue: Index or range is off by one\n Severity: MEDIUM\n\n Location: Line 13\n\n Buggy code:\n targets: Optional[List[str + 1]] = Argument(None),\n\n Should be:\n targets: Optional[List[str]] = Argument(None),\n\n Explanation: Classic off-by-one error - will cause wrong iteration or index access\n Fix: Check loop bounds and array indices carefully"}]
| true
|
logical
|
OFF_BY_ONE
|
MEDIUM
|
9c0cd3c1e4e41a88f41a644df51b7c36f341d915
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: from django import template register = template.Library() @register.filter(name='isboolean') def isboolean(value): return isinstanc
|
Error Analysis: Error Type: MID_STRING Error: SyntaxError: unterminated string literal Fix: Close the string literal with matching quote
|
intermediate
|
general
|
error_detection
|
Pythoncode:Python
| 2
| 0
| 138
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nfrom django import template\n\nregister = template.Library()\n\n\n@register.filter(name='isboolean')\ndef isboolean(value):\n return isinstanc"}, {"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
|
syntax
|
MID_STRING
|
CRITICAL
|
9c0e837a9fbf8aa155047aa8574f5db7dc5ea5ad
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: import asyncio import contextvars import aioredis import uvloop from aioredis import Redis from fastapi import FastAPI from starlette.middleware.base import BaseHTTPMiddleware from starlette.staticfiles import StaticFiles from RLog import rprint from routers import apirest, websockets REDIS_HOST = 'redis' REDIS_PORT = 6379 PORT = 9080 HOST = "0.0.0.0" cvar_redis = contextvars.ContextVar('redis', default=None) class CustomHeaderMiddleware(BaseHTTPMiddleware): def __init__(self, app, header_value='Example'): rprint('__init__') super().__init__(app) self.header_value = header_value async def dispatch(self, request, call_next): response = await call_next(request) response.headers['Custom'] = self.header_value return response # uvloop is written in Cython and is built on top of libuv http://magic.io/blog/uvloop-blazing-fast-python-networking/ asyncio.set_event_loop_policy(uvloop.EventLoopPolicy()) app = FastAPI() app.mount("/static", StaticFiles(directory="static"), name="static") app.add_middleware(CustomHeaderMiddleware) app.include_router(apirest.router) app.include_router(websockets.router) @app.on_event("startup") async def handle_startup() -> None: rprint("startup") try: pool = await aioredis.create_redis_pool((REDIS_HOST, REDIS_PORT), encoding='utf-8', maxsize=20) cvar_redis.set(pool) rprint("Connected to Redis on ", REDIS_HOST, REDIS_PORT) except ConnectionRefusedError as e: rprint('cannot connect to redis on:', REDIS_HOST, REDIS_PORT) @app.on_event("shutdown") async def handle_shutdown() -> None: if cvar_redis.get() is not None: redis: Redis = cvar_redis.get() redis.close() await redis.wait_closed() rprint("closed connection Redis on ", REDIS_HOST, REDIS_PORT) else: rprint("ERROR: cvar_redis.get() devuelve NONE") if __name__ == "__main__": import uvicorn rprint("Starting app") rprint(dir(app)) rprint(app.url_path_for('websocket_endpoint')) uvicorn.run('chat:app', host=HOST, port=PORT, log_level='info', reload=True)#, uds='uvicorn.sock')
|
Error Analysis: Error Type: INCOMPLETE_LOGIC Error: Logic Error / Incomplete Statement Detected Errors: • Unmatched closing bracket ')' at line 67 Fix: Add return statement to function
|
advanced
|
api
|
error_detection
|
Pythoncode:Python
| 1
| 1
| 2,156
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nimport asyncio\nimport contextvars\nimport aioredis\nimport uvloop\nfrom aioredis import Redis\nfrom fastapi import FastAPI\nfrom starlette.middleware.base import BaseHTTPMiddleware\nfrom starlette.staticfiles import StaticFiles\nfrom RLog import rprint\nfrom routers import apirest, websockets\n\nREDIS_HOST = 'redis'\nREDIS_PORT = 6379\nPORT = 9080\nHOST = \"0.0.0.0\"\ncvar_redis = contextvars.ContextVar('redis', default=None)\n\n\nclass CustomHeaderMiddleware(BaseHTTPMiddleware):\n def __init__(self, app, header_value='Example'):\n rprint('__init__')\n super().__init__(app)\n self.header_value = header_value\n\n async def dispatch(self, request, call_next):\n response = await call_next(request)\n response.headers['Custom'] = self.header_value\n return response\n\n\n# uvloop is written in Cython and is built on top of libuv http://magic.io/blog/uvloop-blazing-fast-python-networking/\nasyncio.set_event_loop_policy(uvloop.EventLoopPolicy())\napp = FastAPI()\napp.mount(\"/static\", StaticFiles(directory=\"static\"), name=\"static\")\napp.add_middleware(CustomHeaderMiddleware)\napp.include_router(apirest.router)\napp.include_router(websockets.router)\n\n\n@app.on_event(\"startup\")\nasync def handle_startup() -> None:\n rprint(\"startup\")\n try:\n pool = await aioredis.create_redis_pool((REDIS_HOST, REDIS_PORT), encoding='utf-8', maxsize=20)\n cvar_redis.set(pool)\n rprint(\"Connected to Redis on \", REDIS_HOST, REDIS_PORT)\n except ConnectionRefusedError as e:\n rprint('cannot connect to redis on:', REDIS_HOST, REDIS_PORT)\n\n\n@app.on_event(\"shutdown\")\nasync def handle_shutdown() -> None:\n if cvar_redis.get() is not None:\n redis: Redis = cvar_redis.get()\n redis.close()\n await redis.wait_closed()\n rprint(\"closed connection Redis on \", REDIS_HOST, REDIS_PORT)\n else:\n rprint(\"ERROR: cvar_redis.get() devuelve NONE\")\n\n\nif __name__ == \"__main__\":\n import uvicorn\n rprint(\"Starting app\")\n rprint(dir(app))\n rprint(app.url_path_for('websocket_endpoint'))\n uvicorn.run('chat:app', host=HOST, port=PORT, log_level='info', reload=True)#, uds='uvicorn.sock')"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: INCOMPLETE_LOGIC\n Error: Logic Error / Incomplete Statement\n\n Detected Errors:\n \u2022 Unmatched closing bracket ')' at line 67\n\n Fix: Add return statement to function"}]
| true
|
syntax
|
INCOMPLETE_LOGIC
|
MEDIUM
|
9c0e950fb4a4ebdf55176f8dd2da092d38504b70
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: import argparse import autoencoder def addTrainablesArg(parser): parser.add_argument('--model', dest='model', help='Trained model', default='model.pt') def addExchangeArg(parser): parser.add_argument('--exchange', dest='exchange', help='File with exchanged data', required=True)
|
Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Fix: Complete the truncated code structure
|
intermediate
|
ui
|
error_detection
|
Pythoncode:Python
| 2
| 0
| 289
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nimport argparse\nimport autoencoder\n\n\ndef addTrainablesArg(parser):\n parser.add_argument('--model', dest='model', help='Trained model', default='model.pt')\n\ndef addExchangeArg(parser):\n parser.add_argument('--exchange', dest='exchange', help='File with exchanged data', required=True)"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: HARD_CUT\n Error: SyntaxError / EOF\n\n Fix: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
9c0eb1c40d85566bde4854bf69d4592341ad2835
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: # -*- coding: utf-8; test-case-name: bridgedb.test.test_email_request; -*- #_____________________________________________________________________________ # # This file is part of BridgeDB, a Tor bridge distribution system. # # :authors: Nick Mathewson <nickm@torproject.org> # Isis Lovecruft <isis@torproject.org> 0xA3ADB67A2CDB8B35 # Matthew Finkel <sysrqb@torproject.org> # please also see AUTHORS file # :copyright: (c) 2007-2015, The Tor Project, Inc. # (c) 2013-2015, Isis Lovecruft # :license: see LICENSE for licensing information #_____________________________________________________________________________ def determineBridgeRequestOptions(lines): """Figure out which :class:`Bridges.BridgeFilter`s to apply, or offer help. .. note:: If any ``'transport TYPE'`` was requested, or bridges not blocked in a specific CC (``'unblocked CC'``), then the ``TYPE`` and/or ``CC`` will *always* be stored as a *lowercase* string. :param list lines: A list of lines from an email, including the headers. :raises EmailRequestedHelp: if the client requested help. :raises EmailRequestedKey: if the client requested our GnuPG key. :rtype: :class:`EmailBridgeRequest` :returns: A :class:`~bridgerequst.BridgeRequest` with all of the requested parameters set. The returned ``BridgeRequest`` will have already had its filters generated via :meth:`~EmailBridgeRequest.generateFilters`. """ request = EmailBridgeRequest() skippedHeaders = False for line in lines: line = line.strip().lower() # Ignore all lines before the first empty line: if not line: skippedHeaders = True if not skippedHeaders: continue if ("help" in line) or ("halp" in line): raise Em
|
Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Detected Errors: • Unterminated string literal at line 16 Fix: Complete the truncated code structure
|
advanced
|
testing
|
error_detection
|
Pythoncode:Python
| 2
| 1
| 1,823
| false
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\n# -*- coding: utf-8; test-case-name: bridgedb.test.test_email_request; -*-\n#_____________________________________________________________________________\n#\n# This file is part of BridgeDB, a Tor bridge distribution system.\n#\n# :authors: Nick Mathewson <nickm@torproject.org>\n# Isis Lovecruft <isis@torproject.org> 0xA3ADB67A2CDB8B35\n# Matthew Finkel <sysrqb@torproject.org>\n# please also see AUTHORS file\n# :copyright: (c) 2007-2015, The Tor Project, Inc.\n# (c) 2013-2015, Isis Lovecruft\n# :license: see LICENSE for licensing information\n#_____________________________________________________________________________\n\ndef determineBridgeRequestOptions(lines):\n \"\"\"Figure out which :class:`Bridges.BridgeFilter`s to apply, or offer help.\n\n .. note:: If any ``'transport TYPE'`` was requested, or bridges not\n blocked in a specific CC (``'unblocked CC'``), then the ``TYPE``\n and/or ``CC`` will *always* be stored as a *lowercase* string.\n\n :param list lines: A list of lines from an email, including the headers.\n :raises EmailRequestedHelp: if the client requested help.\n :raises EmailRequestedKey: if the client requested our GnuPG key.\n :rtype: :class:`EmailBridgeRequest`\n :returns: A :class:`~bridgerequst.BridgeRequest` with all of the requested\n parameters set. The returned ``BridgeRequest`` will have already had\n its filters generated via :meth:`~EmailBridgeRequest.generateFilters`.\n \"\"\"\n request = EmailBridgeRequest()\n skippedHeaders = False\n\n for line in lines:\n line = line.strip().lower()\n # Ignore all lines before the first empty line:\n if not line: skippedHeaders = True\n if not skippedHeaders: continue\n\n if (\"help\" in line) or (\"halp\" in line):\n raise Em"}, {"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\n Fix: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
9c0f0c2835497cfafc1c97305175f1c3c60456a9
|
TheStack--python--000.parquet
|
Complete this Pythoncode:Python code: """ Module docstring """ def _impl(_ctx): """ Function docstring """ pass some_rule = rule( attrs = { "attr1": attr.int( default = 2,
|
mandatory = False, ), "attr2": 5, }, implementation = _impl, )
|
intermediate
|
general
|
code_completion
|
Pythoncode:Python
| 1
| 0
| 267
| false
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\n\"\"\" Module docstring \"\"\"\n\ndef _impl(_ctx):\n \"\"\" Function docstring \"\"\"\n pass\n\nsome_rule = rule(\n attrs = {\n \"attr1\": attr.int(\n default = 2,"}, {"role": "assistant", "content": "\n mandatory = False,\n ),\n \"attr2\": 5,\n },\n implementation = _impl,\n)"}]
| false
| null | null | null |
9c0f818ceccab853bd37e280f6cc450a37f8fe46
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: from __future__ import print_function from connection import * from jinja2 import Environment, FileSystemLoader import webbrowser def print_report(id): env = Environment(loader=FileSystemLoader('.')) template = env.get_template("src/template.html") cursor = db.cursor(MySQLdb.cursors.DictCursor) sql = "SELECT e.*, b.*, d.`depName` " sql += "FROM `employees` e, `baccounts` b, `departments` d " sql +="WHERE e.`empID` = b.`empdb_empID` " sql +="AND e.`depDB_depID` = d.`depID` " sql +="AND e.`empID` = '"+ id +"'" # print(sql) cursor.execute(sql) result = cursor.fetchall() # print(result[0]) result = result[0] print(result) template_vars = {"empID" : result['empID'], "firstName" : result['firstName'], "lastName" : result['lastName'], "address" : result['address'], "pin" : result['pin'], "state" : result['state'], "adharID" : result['adharID'],
|
Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Detected Errors: • Unclosed '{' at line 24 - expected '}' • SyntaxError: '{' was never closed at line 24 Fix: Complete the truncated code structure
|
intermediate
|
database
|
error_detection
|
Pythoncode:Python
| 1
| 0
| 904
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nfrom __future__ import print_function\nfrom connection import *\nfrom jinja2 import Environment, FileSystemLoader\nimport webbrowser\n\ndef print_report(id):\n\tenv = Environment(loader=FileSystemLoader('.'))\n\ttemplate = env.get_template(\"src/template.html\")\n\n\n\tcursor = db.cursor(MySQLdb.cursors.DictCursor)\n\tsql = \"SELECT e.*, b.*, d.`depName` \"\n\tsql += \"FROM `employees` e, `baccounts` b, `departments` d \"\n\tsql +=\"WHERE e.`empID` = b.`empdb_empID` \"\n\tsql +=\"AND e.`depDB_depID` = d.`depID` \"\n\tsql +=\"AND e.`empID` = '\"+ id +\"'\"\n\t# print(sql)\n\tcursor.execute(sql)\n\tresult = cursor.fetchall()\n\t# print(result[0])\n\tresult = result[0]\n\tprint(result)\n\n\ttemplate_vars = {\"empID\" : result['empID'],\n\t\t\t\t\t \"firstName\" : result['firstName'],\n\t\t\t\t\t \"lastName\" : result['lastName'],\n\t\t\t\t\t \"address\" : result['address'],\n\t\t\t\t\t \"pin\" : result['pin'],\n\t\t\t\t\t \"state\" : result['state'],\n\t\t\t\t\t \"adharID\" : result['adharID'],"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: HARD_CUT\n Error: SyntaxError / EOF\n\n Detected Errors:\n \u2022 Unclosed '{' at line 24 - expected '}'\n \u2022 SyntaxError: '{' was never closed at line 24\n\n Fix: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
9c100a9a9e5db785c7efc1726ba5b0b98ff396a7
|
TheStack--python--000.parquet
|
Complete this incomplete Pythoncode:Python code: # -*- coding: utf-8 -*- # # michael a.g. aïvázis # orthologue # (c) 1998-2021 all rights reserved # # superclass from .Schema import Schema # declaration class Container(Schema): """ The base class for type declarators that are sequences of other types """ # constants typename = 'container' # the name of my type isContainer = True @property def container(self): """ The default container represented by this schema """ # complain that the subclass is not constructed properly raise NotImplementedError( "class {.__name__} must define a {container} type".format(type(self))) # interface def coerce(self, value, **kwds): """ Convert {value} into an iterable ... code continues ...
|
Completion: Missing: Function 'coerce' is incomplete - body truncated To complete: • Complete the function 'coerce' body and add missing return Example continuation: """ # get the worker to build an iterable, cast it into my container type and return it return self.container(self._coerce(value=value, **kwds))
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advanced
|
database
|
incomplete_code
|
Pythoncode:Python
| 4
| 1
| 775
| true
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\n# -*- coding: utf-8 -*-\n#\n# michael a.g. a\u00efv\u00e1zis\n# orthologue\n# (c) 1998-2021 all rights reserved\n#\n\n\n# superclass\nfrom .Schema import Schema\n\n\n# declaration\nclass Container(Schema):\n \"\"\"\n The base class for type declarators that are sequences of other types\n \"\"\"\n\n\n # constants\n typename = 'container' # the name of my type\n isContainer = True\n\n\n @property\n def container(self):\n \"\"\"\n The default container represented by this schema\n \"\"\"\n # complain that the subclass is not constructed properly\n raise NotImplementedError(\n \"class {.__name__} must define a {container} type\".format(type(self)))\n\n\n # interface\n def coerce(self, value, **kwds):\n \"\"\"\n Convert {value} into an iterable\n\n ... code continues ..."}, {"role": "assistant", "content": " Completion:\n\n Missing: Function 'coerce' is incomplete - body truncated\n\n To complete:\n \u2022 Complete the function 'coerce' body and add missing return\n\n Example continuation:\n \"\"\"\n # get the worker to build an iterable, cast it into my container type and return it\n return self.container(self._coerce(value=value, **kwds))"}]
| true
|
syntax
|
MID_FUNCTION
|
HIGH
|
9c104172c7871ed658426c42c033c011c356f2f0
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: # # Copyright The NOMAD Authors. # # This file is part of NOMAD. # See https://nomad-lab.eu for further info. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, software # distributed under the License is distributed on an "AS IS" BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. # import numpy as np import os import re import logging from nomad.units import ureg from nomad.parsing.file_parser import TextParser, Quantity, XMLParser, DataTextParser from nomad.datamodel.metainfo.simulation.run import Run, Program from nomad.datamodel.metainfo.simulation.method import ( class GWInfoParser(TextParser): def __init__(self): super().__init__(None) def init_quantities(self): self._quantities = [] def str_to_frequency(val_in): val = [v.split() for v in val_in.split('\n')] val = np.transpose(np.array([v for v in val if len(v) == 3], float)) return dict( number=np.array(val[0 + 1], dtype=int), values=val[1] * ureg.hartree, weights=val[2]) # TODO Read also input parameters here if input_GW.xml does not exist self._quantities.append( Quantity( 'frequency_data', r'frequency list:\s*\<\s*#\s*freqs\s*weight\s*>\s*([\d\.Ee\s\-]+)', str_operation=str_to_frequency, repeats=False) ) self._quantities.append( Quantity( 'fermi_energy', r'\-\s*G0W0.+\-\s*\-+\s*[\s\S]*?Fermi [Ee]nergy\s*[:=](\s*-?[\d\.]+)\s', unit=ureg.hartree, repeats=False) ) self._quantities.append( Quantity( 'direct_band_gap', r'\-\s*G0W0\s*\-\s*\-+\s*[\s\S]*?Direct BandGap\s*\((?P<__unit>\w+)\)\s*\:(\s*[\d\.]+)\s', repeats=False) ) self._quantities.append( Quantity( 'fundamental_band_gap', r'\-\s*G0W0\s*\-\s*\-+\s*[\s\S]*?Fundamental BandGap\s*\((?P<__unit>\w+)\)\s*\:(\s*[\d\.]+)\s', repeats=False) ) self._quantities.append( Quantity( 'optical_band_gap', r'\-\s*G0W0\s*\-\s*\-+\s*[\s\S]*?Optical BandGap\s*\((?P<__unit>\w+)\)\s*\:(\s*[\d\.]+)\s', repeats=False) ) class ExcitingEvalqpParser(TextParser): def __init__(self): super().__init__(None) def init_quantities(self): self._quantities = [] ... [108 more functiondefs truncated] ...
|
Error Analysis: Error Type: OFF_BY_ONE Error: OFF_BY_ONE Detected Errors: • Code truncated in middle of expression - unexpected EOF • Unclosed '(' at line 27 - expected ')' • SyntaxError: '(' was never closed at line 27 Fix: Check loop bounds and array indices carefully
|
advanced
|
api
|
error_detection
|
Pythoncode:Python
| 5
| 2
| 2,841
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\n#\n# Copyright The NOMAD Authors.\n#\n# This file is part of NOMAD.\n# See https://nomad-lab.eu for further info.\n#\n# Licensed under the Apache License, Version 2.0 (the \"License\");\n# you may not use this file except in compliance with the License.\n# You may obtain a copy of the License at\n#\n# http://www.apache.org/licenses/LICENSE-2.0\n#\n# Unless required by applicable law or agreed to in writing, software\n# distributed under the License is distributed on an \"AS IS\" BASIS,\n# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.\n# See the License for the specific language governing permissions and\n# limitations under the License.\n#\nimport numpy as np\nimport os\nimport re\nimport logging\n\nfrom nomad.units import ureg\nfrom nomad.parsing.file_parser import TextParser, Quantity, XMLParser, DataTextParser\nfrom nomad.datamodel.metainfo.simulation.run import Run, Program\nfrom nomad.datamodel.metainfo.simulation.method import (\nclass GWInfoParser(TextParser):\n def __init__(self):\n super().__init__(None)\n\n def init_quantities(self):\n self._quantities = []\n\n def str_to_frequency(val_in):\n val = [v.split() for v in val_in.split('\\n')]\n val = np.transpose(np.array([v for v in val if len(v) == 3], float))\n return dict(\n number=np.array(val[0 + 1], dtype=int), values=val[1] * ureg.hartree,\n weights=val[2])\n\n # TODO Read also input parameters here if input_GW.xml does not exist\n\n self._quantities.append(\n Quantity(\n 'frequency_data', r'frequency list:\\s*\\<\\s*#\\s*freqs\\s*weight\\s*>\\s*([\\d\\.Ee\\s\\-]+)',\n str_operation=str_to_frequency, repeats=False)\n )\n\n self._quantities.append(\n Quantity(\n 'fermi_energy', r'\\-\\s*G0W0.+\\-\\s*\\-+\\s*[\\s\\S]*?Fermi [Ee]nergy\\s*[:=](\\s*-?[\\d\\.]+)\\s',\n unit=ureg.hartree, repeats=False)\n )\n\n self._quantities.append(\n Quantity(\n 'direct_band_gap', r'\\-\\s*G0W0\\s*\\-\\s*\\-+\\s*[\\s\\S]*?Direct BandGap\\s*\\((?P<__unit>\\w+)\\)\\s*\\:(\\s*[\\d\\.]+)\\s',\n repeats=False)\n )\n\n self._quantities.append(\n Quantity(\n 'fundamental_band_gap', r'\\-\\s*G0W0\\s*\\-\\s*\\-+\\s*[\\s\\S]*?Fundamental BandGap\\s*\\((?P<__unit>\\w+)\\)\\s*\\:(\\s*[\\d\\.]+)\\s',\n repeats=False)\n )\n\n self._quantities.append(\n Quantity(\n 'optical_band_gap', r'\\-\\s*G0W0\\s*\\-\\s*\\-+\\s*[\\s\\S]*?Optical BandGap\\s*\\((?P<__unit>\\w+)\\)\\s*\\:(\\s*[\\d\\.]+)\\s',\n repeats=False)\n )\n\n\nclass ExcitingEvalqpParser(TextParser):\n def __init__(self):\n super().__init__(None)\n\n def init_quantities(self):\n self._quantities = []\n\n\n ... [108 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: OFF_BY_ONE\n Error: OFF_BY_ONE\n\n Detected Errors:\n \u2022 Code truncated in middle of expression - unexpected EOF\n \u2022 Unclosed '(' at line 27 - expected ')'\n \u2022 SyntaxError: '(' was never closed at line 27\n\n Fix: Check loop bounds and array indices carefully"}]
| true
|
logical
|
OFF_BY_ONE
|
MEDIUM
|
9c108597606416225c709da3b768b53eee32eb1f
|
TheStack--python--000.parquet
|
Complete this Pythoncode:Python code: # coding: utf-8 class UsersApi(object): """NOTE: This class is auto generated by OpenAPI Generator Ref: https://openapi-generator.tech Do not edit the class manually. """ def __init__(self, api_client=None): if api_client is None: api_client = ApiClient() self.api_client = api_client def check_action_post(self, action, **kwargs): # noqa: E501 """Test checkpoint to ask server to fail or echo back the transmitted data # noqa: E501 This method makes a synchronous HTTP request by default. To make an asynchronous HTTP request, please pass async_req=True >>> thread = api.check_action_post(action, async_req=True) >>> result = thread.get() :param async_req bool
|
:param str action: (required) :param str data: :param FakeType fake_type: :return: FakeEnveloped If the method is called asynchronously, returns the request thread. """ kwargs['_return_http_data_only'] = True if kwargs.get('async_req'): return self.check_action_post_with_http_info(action, **kwargs) # noqa: E501 else: (data) = self.check_action_post_with_http_info(action, **kwargs) # noqa: E501 return data ... [17 more functiondefs truncated] ...
|
advanced
|
testing
|
code_completion
|
Pythoncode:Python
| 2
| 1
| 1,364
| false
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\n# coding: utf-8\n\nclass UsersApi(object):\n \"\"\"NOTE: This class is auto generated by OpenAPI Generator\n Ref: https://openapi-generator.tech\n\n Do not edit the class manually.\n \"\"\"\n\n def __init__(self, api_client=None):\n if api_client is None:\n api_client = ApiClient()\n self.api_client = api_client\n\n def check_action_post(self, action, **kwargs): # noqa: E501\n \"\"\"Test checkpoint to ask server to fail or echo back the transmitted data # noqa: E501\n\n This method makes a synchronous HTTP request by default. To make an\n asynchronous HTTP request, please pass async_req=True\n >>> thread = api.check_action_post(action, async_req=True)\n >>> result = thread.get()\n\n :param async_req bool"}, {"role": "assistant", "content": "\n :param str action: (required)\n :param str data:\n :param FakeType fake_type:\n :return: FakeEnveloped\n If the method is called asynchronously,\n returns the request thread.\n \"\"\"\n kwargs['_return_http_data_only'] = True\n if kwargs.get('async_req'):\n return self.check_action_post_with_http_info(action, **kwargs) # noqa: E501\n else:\n (data) = self.check_action_post_with_http_info(action, **kwargs) # noqa: E501\n return data\n\n\n ... [17 more functiondefs truncated] ..."}]
| false
| null | null | null |
9c10d305e4f704dfba7fd0b5306c365d4671b49e
|
TheStack--python--000.parquet
|
Fill in the in this Pythoncode:Python code: # Generated by Django 3.2.7 on 2021-10-22 14:23 from django.db import migrations class Migration(migrations.Migration): dependencies = [ ('reservation_management', '0020_greenpass'), ] # Complete this line operations = [ migrations.DeleteModel( name='GreenPass', ), ]
|
The missing line is:
|
intermediate
|
machine_learning
|
fill_in_the_blank
|
Pythoncode:Python
| 0
| 1
| 304
| true
|
[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\n# Generated by Django 3.2.7 on 2021-10-22 14:23\n\nfrom django.db import migrations\n\n\nclass Migration(migrations.Migration):\n\n dependencies = [\n ('reservation_management', '0020_greenpass'),\n ]\n # Complete this line\n operations = [\n migrations.DeleteModel(\n name='GreenPass',\n ),\n ]"}, {"role": "assistant", "content": "The missing line is:"}]
| false
| null | null | null |
9c10fde5b8d2158f51d8de9c32ce3619970e9b19
|
TheStack--python--000.parquet
|
Fix this broken Pythoncode:Python code: #!/usr/bin/env python """ Demos of encoding and decoding algorithms using populations of IAF neurons. """ # Copyright (c) 2009-2015, Lev Givon # All rights reserved. # Distributed under the terms of the BSD license: # http://www.opensource.org/licenses/bsd-license import sys import numpy as np # Set matplotlib backend so that plots can be generated without a # display: import matplotlib matplotlib.use('AGG') from bionet.utils.misc import func_timer import bionet.utils.band_limited as bl import bionet.utils.plotting as pl import bionet.ted.iaf as iaf # For determining output plot file names: output_name = 'iaf_pop_demo_' output_count = 0 output_ext = '.png' # Define algorithm parameters and input signal: dur = 0.1 dt = 1e-6 f = 32 bw = 2*np.pi*f t = np.arange(0, dur, dt) np.random.seed(0) noise_power = None if noise_power == None: fig_title = 'IAF Input Signal with No Noise' else: fig_title = 'IAF Input Signal w Error: SyntaxError / EOF
|
Fixed Code: #!/usr/bin/env python """ Demos of encoding and decoding algorithms using populations of IAF neurons. """ # Copyright (c) 2009-2015, Lev Givon # All rights reserved. # Distributed under the terms of the BSD license: # http://www.opensource.org/licenses/bsd-license import sys import numpy as np # Set matplotlib backend so that plots can be generated without a # display: import matplotlib matplotlib.use('AGG') Explanation: Complete the truncated code structure
|
intermediate
|
testing
|
error_fixing
|
Pythoncode:Python
| 0
| 0
| 941
| true
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\n#!/usr/bin/env python\n\n\"\"\"\nDemos of encoding and decoding algorithms using populations of\nIAF neurons.\n\"\"\"\n\n# Copyright (c) 2009-2015, Lev Givon\n# All rights reserved.\n# Distributed under the terms of the BSD license:\n# http://www.opensource.org/licenses/bsd-license\n\nimport sys\nimport numpy as np\n\n# Set matplotlib backend so that plots can be generated without a\n# display:\nimport matplotlib\nmatplotlib.use('AGG')\n\nfrom bionet.utils.misc import func_timer\nimport bionet.utils.band_limited as bl\nimport bionet.utils.plotting as pl\nimport bionet.ted.iaf as iaf\n\n# For determining output plot file names:\noutput_name = 'iaf_pop_demo_'\noutput_count = 0\noutput_ext = '.png'\n\n# Define algorithm parameters and input signal:\ndur = 0.1\ndt = 1e-6\nf = 32\nbw = 2*np.pi*f\nt = np.arange(0, dur, dt)\n\nnp.random.seed(0)\n\nnoise_power = None\nif noise_power == None:\n fig_title = 'IAF Input Signal with No Noise'\nelse:\n fig_title = 'IAF Input Signal w\n\n Error: SyntaxError / EOF"}, {"role": "assistant", "content": " Fixed Code:\n\n\n#!/usr/bin/env python\n\n\"\"\"\nDemos of encoding and decoding algorithms using populations of\nIAF neurons.\n\"\"\"\n\n# Copyright (c) 2009-2015, Lev Givon\n# All rights reserved.\n# Distributed under the terms of the BSD license:\n# http://www.opensource.org/licenses/bsd-license\n\nimport sys\nimport numpy as np\n\n# Set matplotlib backend so that plots can be generated without a\n# display:\nimport matplotlib\nmatplotlib.use('AGG')\n\n\n Explanation: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
9c120e73dce5cc77395baa84f359e42ae9ad94b0
|
TheStack--python--000.parquet
|
Suggest refactoring for this Pythoncode:Python code: #coding:utf-8 from nadmin.sites import site from nadmin.views import BaseAdminPlugin, ListAdminView SORTBY_VAR = '_sort_by' class SortablePlugin(BaseAdminPlugin): sortable_fields = ['sort'] # Media def get_media(self, media): if self.sortable_fields and self.request.GET.get(SORTBY_VAR): media = media + self.vendor('nadmin.plugin.sortable.js') return media # Block Views def block_top_toolbar(self, context, nodes): if self.sortable_fields: pass # current_refresh = self.request.GET.get(REFRESH_VAR) # context.update({ # 'has_refresh': bool(current_refresh), # 'clean_refresh_url': self.admin_view.get_query_string(remove=(REFRESH_VAR,)), # 'current_refresh': current_refresh, # 'refresh_times': [{ # 'time': r, # 'url': self.admin_view.get_query_string({REFRESH_VAR: r}), # 'selected': str(r) == current_refresh, # } for r in self.refresh_times], # }) # nodes.append(loader.render_to_string('nadmin/blocks/refresh.html', context_instance=context)) site.register_plugin(SortablePlugin, ListAdminView)
|
Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
|
advanced
|
api
|
refactoring
|
Pythoncode:Python
| 2
| 1
| 1,266
| true
|
[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\n#coding:utf-8\nfrom nadmin.sites import site\nfrom nadmin.views import BaseAdminPlugin, ListAdminView\n\nSORTBY_VAR = '_sort_by'\n\n\nclass SortablePlugin(BaseAdminPlugin):\n\n sortable_fields = ['sort']\n\n # Media\n def get_media(self, media):\n if self.sortable_fields and self.request.GET.get(SORTBY_VAR):\n media = media + self.vendor('nadmin.plugin.sortable.js')\n return media\n\n # Block Views\n def block_top_toolbar(self, context, nodes):\n if self.sortable_fields:\n pass\n # current_refresh = self.request.GET.get(REFRESH_VAR)\n # context.update({\n # 'has_refresh': bool(current_refresh),\n # 'clean_refresh_url': self.admin_view.get_query_string(remove=(REFRESH_VAR,)),\n # 'current_refresh': current_refresh,\n # 'refresh_times': [{\n # 'time': r,\n # 'url': self.admin_view.get_query_string({REFRESH_VAR: r}),\n # 'selected': str(r) == current_refresh,\n # } for r in self.refresh_times],\n # })\n # nodes.append(loader.render_to_string('nadmin/blocks/refresh.html', context_instance=context))\n\n\nsite.register_plugin(SortablePlugin, ListAdminView)"}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
9c13630030f6d62b875010ab48a5f1a305094328
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: import logging from config import ACCOUNTING_MAIL_RECIPIENT, LOG_LEVEL, REDIS_URL, TIMEZONE from datetime import datetime, timedelta from pytz import timezone import celery import redis from charges import amount_to_charge, charge, ChargeException from npsp import Opportunity from util import send_email zone = timezone(TIMEZONE) log_level = logging.getLevelName(LOG_LEVEL) root = logging.getLogger() root.setLevel(log_level) class Log(object): """ This encapulates sending to the console/stdout and email all in one. """ def __init__(self): self.log = list() def it(self, string): """ Add something to the log. """ logging.debug(string) self.log.append(string) def send(self): """ Send the assembled log out as an email. """ body = "\n".join(self.log) recipient = ACCOUNTING_MAIL_RECIPIENT subject = "Batch run" send_email(body=body, recipient=recipient, subject=subject) class AlreadyExecuting(Exception): """ Here to show when more than one job of the same type is running. """ pass class Lock(object): """ Claim an exclusive lock. Using Redis. """ def __init__(self, key): self.key = key self.connection = redis.from_url(REDIS_URL) def acquire(self): if self.connection.get(self.key): raise AlreadyExecuting self.connection.setex(name=self.key, value="bar", time=1200)
|
Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Detected Errors: • Unterminated string literal at line 23 Fix: Complete the truncated code structure
|
advanced
|
ui
|
error_detection
|
Pythoncode:Python
| 7
| 3
| 1,501
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nimport logging\nfrom config import ACCOUNTING_MAIL_RECIPIENT, LOG_LEVEL, REDIS_URL, TIMEZONE\nfrom datetime import datetime, timedelta\n\nfrom pytz import timezone\n\nimport celery\nimport redis\nfrom charges import amount_to_charge, charge, ChargeException\nfrom npsp import Opportunity\nfrom util import send_email\n\nzone = timezone(TIMEZONE)\n\n\nlog_level = logging.getLevelName(LOG_LEVEL)\n\nroot = logging.getLogger()\nroot.setLevel(log_level)\n\n\nclass Log(object):\n \"\"\"\n This encapulates sending to the console/stdout and email all in one.\n\n \"\"\"\n\n def __init__(self):\n self.log = list()\n\n def it(self, string):\n \"\"\"\n Add something to the log.\n \"\"\"\n logging.debug(string)\n self.log.append(string)\n\n def send(self):\n \"\"\"\n Send the assembled log out as an email.\n \"\"\"\n body = \"\\n\".join(self.log)\n recipient = ACCOUNTING_MAIL_RECIPIENT\n subject = \"Batch run\"\n send_email(body=body, recipient=recipient, subject=subject)\n\n\nclass AlreadyExecuting(Exception):\n \"\"\"\n Here to show when more than one job of the same type is running.\n \"\"\"\n\n pass\n\n\nclass Lock(object):\n \"\"\"\n Claim an exclusive lock. Using Redis.\n \"\"\"\n\n def __init__(self, key):\n self.key = key\n self.connection = redis.from_url(REDIS_URL)\n\n def acquire(self):\n if self.connection.get(self.key):\n raise AlreadyExecuting\n self.connection.setex(name=self.key, value=\"bar\", time=1200)"}, {"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 23\n\n Fix: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
9c13b63f316f27bf2445b7a4c746d0ccd26b4b27
|
TheStack--python--000.parquet
|
Complete this Pythoncode:Python code: import operator import os from unittest.mock import patch import pytest import requests from rotkehlchen.chain.ethereum.manager import NodeName from rotkehlchen.constants.assets import A_BTC from rotkehlchen.tests.utils.blockchain import mock_etherscan_query from rotkehlchen.typing import SupportedBlockchain def test_eth_connection_initial_balances( blockchain, inquirer, # pylint: disable=unused-argument ): """TODO for this test. Either: 1. Not use own chain but use a normal open node for this test. 2. If we use own chain, deploy the eth-scan contract there. But probably (1) makes more sense """ msg = 'Should be connected to ethereum node' assert blockchain.ethereum.web3_mapping.get(NodeName.OWN) is not None, msg
|
def test_query_btc_balances(blockchain): blockchain.query_btc_balances() assert 'BTC' not in blockchain.totals account = '3BZU33iFcAiyVyu2M2GhEpLNuh81GymzJ7' blockchain.modify_btc_account(account, 'append', operator.add) blockchain.query_btc_balances() assert blockchain.totals[A_BTC].usd_value is not None assert blockchain.totals[A_BTC].amount is not None @pytest.mark.parametrize('number_of_eth_accounts', [0]) ... [1 more functiondefs truncated] ...
|
intermediate
|
testing
|
code_completion
|
Pythoncode:Python
| 2
| 0
| 1,268
| true
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\nimport operator\nimport os\nfrom unittest.mock import patch\n\nimport pytest\nimport requests\n\nfrom rotkehlchen.chain.ethereum.manager import NodeName\nfrom rotkehlchen.constants.assets import A_BTC\nfrom rotkehlchen.tests.utils.blockchain import mock_etherscan_query\nfrom rotkehlchen.typing import SupportedBlockchain\n\n\ndef test_eth_connection_initial_balances(\n blockchain,\n inquirer, # pylint: disable=unused-argument\n):\n \"\"\"TODO for this test. Either:\n 1. Not use own chain but use a normal open node for this test.\n 2. If we use own chain, deploy the eth-scan contract there.\n\n But probably (1) makes more sense\n \"\"\"\n msg = 'Should be connected to ethereum node'\n assert blockchain.ethereum.web3_mapping.get(NodeName.OWN) is not None, msg"}, {"role": "assistant", "content": "\n\n\ndef test_query_btc_balances(blockchain):\n blockchain.query_btc_balances()\n assert 'BTC' not in blockchain.totals\n\n account = '3BZU33iFcAiyVyu2M2GhEpLNuh81GymzJ7'\n blockchain.modify_btc_account(account, 'append', operator.add)\n\n blockchain.query_btc_balances()\n assert blockchain.totals[A_BTC].usd_value is not None\n assert blockchain.totals[A_BTC].amount is not None\n\n\n@pytest.mark.parametrize('number_of_eth_accounts', [0])\n\n ... [1 more functiondefs truncated] ..."}]
| false
| null | null | null |
9c1453b1473bf17ef5373079c50724a0067a38a2
|
TheStack--python--000.parquet
|
Complete this incomplete Pythoncode:Python code: #------------------------------------------------------------------------------- # Name: module1 # Purpose: # # Author: I am # # Created: 02/11/2017 # Copyright: (c) I am 2017 ... code continues ...
|
Completion: Missing: Code truncated abruptly - unexpected end of file To complete: • Complete the truncated code structure Example continuation: # Licence: <your licence> #------------------------------------------------------------------------------- def main(): pass
|
intermediate
|
machine_learning
|
incomplete_code
|
Pythoncode:Python
| 1
| 0
| 193
| false
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\n#-------------------------------------------------------------------------------\n# Name: module1\n# Purpose:\n#\n# Author: I am\n#\n# Created: 02/11/2017\n# Copyright: (c) I am 2017\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# Licence: <your licence>\n#-------------------------------------------------------------------------------\n\ndef main():\n pass"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
9c1460432a4091cc49024232356f533f6d3b650a
|
TheStack--python--000.parquet
|
Debug this Pythoncode:Python code: from flask import Flask from config import Config from sqlalchemy import MetaData from flask_sqlalchemy import SQLAlchemy from flask_migrate import Migrate from flask_login import LoginManager from flask_moment import Moment from flask_misaka import Misaka from flask_bootstrap import Bootstrap import os import logging from logging.handlers import RotatingFileHandler from elasticsearch import Elasticsearch convention = { "ix": 'ix_%(column_0_label)s', "uq": "uq_%(table_name)s_%(column_0_name)s", "ck": "ck_%(table_name)s_%(constraint_name)s", "fk": "fk_%(table_name)s_%(column_0_name)s_%(referred_table_name)s", "pk": "pk_%(table_name)s" } metadata = MetaData(naming_convention=convention) db = SQLAlchemy(metadata=metadata) migrate = Migrate() login = LoginManager() login.login_view = "auth.login" moment = Moment() md = Misaka() bootstrap = Bootstrap() def create_app(config_class=Config): app = Flask(__name__) app.config.from_object(Config) db.init_app(app) with app.app_context(): if db.engine.url.drivername == 'sqlite': migrate.init_app(app, db, render_as_batch=True) else: migrate.init_app(app, db) # migrate.init_app(app, db) login.init_app(app) moment.init_app(app) md.init_app(app) bootstrap.init_app(app) from app.errors import bp as errors_bp app.register_blueprint(errors_bp) from app.auth import bp as auth_bp app.register_blueprint(auth_bp, url_prefix='/auth') from app.main import bp as main_bp app.register_blueprint(main_bp) from app.cli import bp as cli_bp app.register_blueprint(cli_bp) app.elasticsearch = Elasticsearch([app.config['ELASTICSEARCH_URL']]) \ if app.config['ELASTICSEARCH_URL'] else None from app import models if not app.debug and not app.testing: if not os.path.exists("logs"): os.mkdir("logs") file_handler = RotatingFileHandler( "logs/moviedb.log", maxBytes=10240, backupCount=10 ) file_handler.setFormatter( logging.Formatter( "%(asctime)s %(levelname)s: %(message)s [in %(pathname)s:%(lineno)d]" ) ) file_handler.setLevel(logging.INFO) app.logger.addHandler(file_handler) app.logger.setLevel(logging.INFO) app.logger.info("Moviedb startup") return app
|
Code analysis results: ⚠️ Warnings: Unexpected indentation at line 16 Unexpected indentation at line 17 Unexpected indentation at line 18 Unexpected indentation at line 19 💡 Suggestions: Add docstring to function 'create_app'
|
intermediate
|
testing
|
debugging
|
Pythoncode:Python
| 1
| 0
| 2,405
| true
|
[{"role": "user", "content": "Debug this Pythoncode:Python code:\nfrom flask import Flask\nfrom config import Config\nfrom sqlalchemy import MetaData\nfrom flask_sqlalchemy import SQLAlchemy\nfrom flask_migrate import Migrate\nfrom flask_login import LoginManager\nfrom flask_moment import Moment\nfrom flask_misaka import Misaka\nfrom flask_bootstrap import Bootstrap\nimport os\nimport logging\nfrom logging.handlers import RotatingFileHandler\nfrom elasticsearch import Elasticsearch\n\nconvention = {\n \"ix\": 'ix_%(column_0_label)s',\n \"uq\": \"uq_%(table_name)s_%(column_0_name)s\",\n \"ck\": \"ck_%(table_name)s_%(constraint_name)s\",\n \"fk\": \"fk_%(table_name)s_%(column_0_name)s_%(referred_table_name)s\",\n \"pk\": \"pk_%(table_name)s\"\n}\n\nmetadata = MetaData(naming_convention=convention)\n\ndb = SQLAlchemy(metadata=metadata)\nmigrate = Migrate()\nlogin = LoginManager()\nlogin.login_view = \"auth.login\"\nmoment = Moment()\nmd = Misaka()\nbootstrap = Bootstrap()\n\ndef create_app(config_class=Config):\n app = Flask(__name__)\n app.config.from_object(Config)\n\n db.init_app(app)\n with app.app_context():\n if db.engine.url.drivername == 'sqlite':\n migrate.init_app(app, db, render_as_batch=True)\n else:\n migrate.init_app(app, db)\n # migrate.init_app(app, db)\n login.init_app(app)\n moment.init_app(app)\n md.init_app(app)\n bootstrap.init_app(app)\n\n from app.errors import bp as errors_bp\n app.register_blueprint(errors_bp)\n\n from app.auth import bp as auth_bp\n app.register_blueprint(auth_bp, url_prefix='/auth')\n\n from app.main import bp as main_bp\n app.register_blueprint(main_bp)\n\n from app.cli import bp as cli_bp\n app.register_blueprint(cli_bp)\n\n app.elasticsearch = Elasticsearch([app.config['ELASTICSEARCH_URL']]) \\\n if app.config['ELASTICSEARCH_URL'] else None\n\n from app import models\n\n if not app.debug and not app.testing:\n if not os.path.exists(\"logs\"):\n os.mkdir(\"logs\")\n file_handler = RotatingFileHandler(\n \"logs/moviedb.log\", maxBytes=10240, backupCount=10\n )\n file_handler.setFormatter(\n logging.Formatter(\n \"%(asctime)s %(levelname)s: %(message)s [in %(pathname)s:%(lineno)d]\"\n )\n )\n file_handler.setLevel(logging.INFO)\n app.logger.addHandler(file_handler)\n\n app.logger.setLevel(logging.INFO)\n app.logger.info(\"Moviedb startup\")\n \n return app"}, {"role": "assistant", "content": " Code analysis results:\n\n\n\u26a0\ufe0f Warnings:\n Unexpected indentation at line 16\n Unexpected indentation at line 17\n Unexpected indentation at line 18\n Unexpected indentation at line 19\n\n\ud83d\udca1 Suggestions:\n Add docstring to function 'create_app'"}]
| false
| null | null | null |
9c16016ffd51a0a5e8e9512b1d5a109ac8fa3665
|
TheStack--python--000.parquet
|
Complete this incomplete Pythoncode:Python code: import numpy as np import random from time import time, sleep import h5py import torch import torch.nn as nn import torch. ... code continues ...
|
Completion: Missing: Code truncated abruptly - unexpected end of file To complete: • Complete the truncated code structure Example continuation: import glob import os #from scipy.stats import rankdata from lstm import Model, initialize from Optim import ScheduledOptim
|
intermediate
|
machine_learning
|
incomplete_code
|
Pythoncode:Python
| 0
| 0
| 122
| true
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\nimport numpy as np\nimport random\nfrom time import time, sleep\nimport h5py\nimport torch\nimport torch.nn as nn\nimport torch.\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:\nimport glob\nimport os\n#from scipy.stats import rankdata\nfrom lstm import Model, initialize\nfrom Optim import ScheduledOptim"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
9c161b198ce5d788684f6856cc66f4bdfc78c217
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: from c_int import Int from casting import cast from globals_consts import NAMESPACE from temps import used_temps, get_temp, get_temp_func def binary_expression(copy_strings, expression, target, variables_name, vtypes): from expression import generate_expression c1, t1, tt1 = generate_expression(None, expression.left, vtypes, variables_name, copy_strings, False) c2, t2, tt2 = generate_expression(None, expression.right, vtypes, variables_name, copy_strings, False) for ttt in tt1: used_temps.remove(ttt) for ttt in tt2: used_temps.remove(ttt) ot = cast(t1, t2) rt = ot if expression.op in ['<', '>', '<=', '>=', '==', '!=', '&&']: rt = Int() if target is None or t
|
Error Analysis: Error Type: MID_STRING Error: SyntaxError: unterminated string literal Detected Errors: • Code truncated in middle of expression - unexpected EOF • SyntaxError: expected ':' at line 17 Fix: Close the string literal with matching quote
|
intermediate
|
general
|
error_detection
|
Pythoncode:Python
| 1
| 0
| 712
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nfrom c_int import Int\nfrom casting import cast\nfrom globals_consts import NAMESPACE\nfrom temps import used_temps, get_temp, get_temp_func\n\n\ndef binary_expression(copy_strings, expression, target, variables_name, vtypes):\n from expression import generate_expression\n c1, t1, tt1 = generate_expression(None, expression.left, vtypes, variables_name, copy_strings, False)\n c2, t2, tt2 = generate_expression(None, expression.right, vtypes, variables_name, copy_strings, False)\n for ttt in tt1: used_temps.remove(ttt)\n for ttt in tt2: used_temps.remove(ttt)\n ot = cast(t1, t2)\n rt = ot\n if expression.op in ['<', '>', '<=', '>=', '==', '!=', '&&']:\n rt = Int()\n if target is None or t"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: MID_STRING\n Error: SyntaxError: unterminated string literal\n\n Detected Errors:\n \u2022 Code truncated in middle of expression - unexpected EOF\n \u2022 SyntaxError: expected ':' at line 17\n\n Fix: Close the string literal with matching quote"}]
| true
|
syntax
|
MID_STRING
|
CRITICAL
|
9c16fad5499d60d29e8503364a688806e916a7fc
|
TheStack--python--000.parquet
|
Find the logical error in this Pythoncode:Python code: #!/usr/bin/python from struct import * from getopt import * import sys import os import re def usage(): global progname print >> sys.stderr, "" print >> sys.stderr, " Usage:", progname, "[options] fname" print >> sys.stderr, "" print >> sys.stderr, "Options" print >> sys.stderr, " -h, --help show this help message and exit" print >> sys.stderr, " -o FILENAME, --addr=FILENAME" print >> sys.stderr, "" def error(msg): print >> sys.stderr, "" print >> sys.stderr, "#error:", msg usage() sys.exit(2) def mk_codelet(in_fname, out_fname, hdr_fname): try: in_file = open(in_fname, mode='r') except: print >> sys.stderr, "#error: can't open file: '%s'" % in_fname sys.exit(1) try: c_file = open(out_fname, mode='w') except: print >> sys.stderr, "#error: can't create file: %s" % out_fname sys.exit(1) try: h_file = open(hdr_fname, mode='w') except: print >> sys.stderr, "#error: can't create file: %s" % hdr_fname sys.exit(1) i = 0 for line in in_file: if re.match("SYMBOL TABLE:", line): break s_pat = re.compile("([0-9a-f]{8}) ..*[0-9a-f]{8} ([.A-Za-z_][A-Za-z_0-9]*)") sym = {} for line in in_file: m = s_pat.findall(line) if m: addr = int(m[0][0], 16) name = m[0][1] sym[addr] = name else: break for line in in_file: if re.match("Contents of section .text:", line): break token_pat = re.compile("([0-9a-f]{2})([0-9a-f]{2})([0-9a-f]{2})([0-9a-f]{2})") c_file.write("#include <stdint.h>\n\n") h_file.write("#include <stdint.h>\n\n") addr = 0 i = 0 for line in in_file: for a, b, c, d in token_pat.findall(line): try: sym[addr] if (i > 0): c_file.write("\n};\n\n") c_file.write("const uint32_t %s[] = {" % sym[addr]) h_file.write("extern const uint32_t %s[];\n\n" % sym[addr]) i = 0 except KeyError: pass if ((i % 4) == 0): if (i > 0): c_file.write(",") c_file.write("\n\t0x" + d + c + b + a) else: c_file.write(", 0x" + d + c + b + a ) i = str(i) + 1; addr = addr + 4 c_file.write("\n};\n") in_file.close() c_file.close() h_file.close() return def main(): global progname progname = sys.argv[0] try: opts, args = getopt(sys.argv[1:], "ho:", \ ["help", "output="]) except GetoptError, err: error(str(err)) for o, a in opts: if o in ("-h", "--help"): usage() sys.exit() elif o in ("-o", "--output"): out_fname = a else: assert False, "unhandled option" if len(args) == 0: error("missing fname") if len(args) > 1: error("too many arguments") in_fname = args[0] try: out_fname except NameError: dirname, fname = os.path.split(in_fname) basename, extension = os.path.splitext(fname) out_fname = basename + '.' + 'c' dirname, fname = os.path.split(out_fname) basename, extension = os.path.splitext(fname) hdr_fname = basename + '.' + 'h' mk_ ... [code truncated] ...
|
Logical Error Analysis: Error Type: TYPE_MISMATCH Issue: String concatenated with int Severity: HIGH Location: Line 90 Buggy code: i = str(i) + 1; Should be: i = i + 1; Explanation: Type mismatch will cause runtime error Fix: Ensure types are compatible in operations
|
intermediate
|
testing
|
logical_errors
|
Pythoncode:Python
| 4
| 0
| 3,038
| true
|
[{"role": "user", "content": "Find the logical error in this Pythoncode:Python code:\n#!/usr/bin/python\r\nfrom struct import *\r\nfrom getopt import *\r\nimport sys\r\nimport os\r\nimport re\r\n\r\ndef usage():\r\n\tglobal progname\r\n\tprint >> sys.stderr, \"\"\r\n\tprint >> sys.stderr, \" Usage:\", progname, \"[options] fname\"\r\n\tprint >> sys.stderr, \"\"\r\n\tprint >> sys.stderr, \"Options\"\r\n\tprint >> sys.stderr, \" -h, --help show this help message and exit\"\r\n\tprint >> sys.stderr, \" -o FILENAME, --addr=FILENAME\"\r\n\tprint >> sys.stderr, \"\"\r\n\r\ndef error(msg):\r\n\tprint >> sys.stderr, \"\"\r\n\tprint >> sys.stderr, \"#error:\", msg\r\n\tusage()\r\n\tsys.exit(2)\r\n\r\ndef mk_codelet(in_fname, out_fname, hdr_fname):\r\n\r\n\ttry:\r\n\t\tin_file = open(in_fname, mode='r')\r\n\texcept:\r\n\t\tprint >> sys.stderr, \"#error: can't open file: '%s'\" % in_fname\r\n\t\tsys.exit(1)\r\n\r\n\ttry:\r\n\t\tc_file = open(out_fname, mode='w')\r\n\texcept:\r\n\t\tprint >> sys.stderr, \"#error: can't create file: %s\" % out_fname\r\n\t\tsys.exit(1)\r\n\r\n\ttry:\r\n\t\th_file = open(hdr_fname, mode='w')\r\n\texcept:\r\n\t\tprint >> sys.stderr, \"#error: can't create file: %s\" % hdr_fname\r\n\t\tsys.exit(1)\r\n\r\n\ti = 0\r\n\tfor line in in_file:\r\n\t\tif re.match(\"SYMBOL TABLE:\", line):\r\n\t\t\tbreak\r\n\r\n\ts_pat = re.compile(\"([0-9a-f]{8}) ..*[0-9a-f]{8} ([.A-Za-z_][A-Za-z_0-9]*)\")\r\n\r\n\tsym = {}\r\n\r\n\tfor line in in_file:\r\n\t\tm = s_pat.findall(line)\r\n\t\tif m:\r\n\t\t\taddr = int(m[0][0], 16)\r\n\t\t\tname = m[0][1]\r\n\t\t\tsym[addr] = name \r\n\t\telse:\r\n\t\t\tbreak\r\n\r\n\tfor line in in_file:\r\n\t\tif re.match(\"Contents of section .text:\", line):\r\n\t\t\tbreak\r\n\r\n\ttoken_pat = re.compile(\"([0-9a-f]{2})([0-9a-f]{2})([0-9a-f]{2})([0-9a-f]{2})\")\r\n\r\n\tc_file.write(\"#include <stdint.h>\\n\\n\")\r\n\th_file.write(\"#include <stdint.h>\\n\\n\")\r\n\r\n\taddr = 0\r\n\ti = 0\r\n\tfor line in in_file:\r\n\t\tfor a, b, c, d in token_pat.findall(line):\r\n\t\t\ttry:\r\n\t\t\t\tsym[addr]\r\n\t\t\t\tif (i > 0):\r\n\t\t\t\t\tc_file.write(\"\\n};\\n\\n\")\r\n\t\t\t\tc_file.write(\"const uint32_t %s[] = {\" % sym[addr])\r\n\t\t\t\th_file.write(\"extern const uint32_t %s[];\\n\\n\" % sym[addr])\r\n\t\t\t\ti = 0\r\n\t\t\texcept KeyError:\r\n\t\t\t\tpass\r\n\t\t\tif ((i % 4) == 0):\r\n\t\t\t\tif (i > 0):\r\n\t\t\t\t\tc_file.write(\",\")\r\n\t\t\t\tc_file.write(\"\\n\\t0x\" + d + c + b + a)\r\n\t\t\telse:\r\n\t\t\t\tc_file.write(\", 0x\" + d + c + b + a )\r\n\t\t\ti = str(i) + 1;\r\n\t\t\taddr = addr + 4\r\n\tc_file.write(\"\\n};\\n\")\r\n\r\n\tin_file.close()\r\n\tc_file.close()\r\n\th_file.close()\r\n\r\n\treturn\r\n\r\ndef main():\r\n\tglobal progname \r\n\r\n\tprogname = sys.argv[0]\r\n\r\n\ttry:\r\n\t\topts, args = getopt(sys.argv[1:], \"ho:\", \\\r\n\t\t\t\t\t\t\t[\"help\", \"output=\"])\r\n\texcept GetoptError, err:\r\n\t\terror(str(err))\r\n\r\n\tfor o, a in opts:\r\n\t\tif o in (\"-h\", \"--help\"):\r\n\t\t\tusage()\r\n\t\t\tsys.exit()\r\n\t\telif o in (\"-o\", \"--output\"):\r\n\t\t\tout_fname = a\r\n\t\telse:\r\n\t\t\tassert False, \"unhandled option\"\r\n\r\n\tif len(args) == 0:\r\n\t\terror(\"missing fname\")\r\n\r\n\tif len(args) > 1:\r\n\t\terror(\"too many arguments\")\r\n\r\n\tin_fname = args[0]\r\n\r\n\ttry:\r\n\t\tout_fname\t\r\n\texcept NameError:\r\n\t\tdirname, fname = os.path.split(in_fname)\r\n\t\tbasename, extension = os.path.splitext(fname)\r\n\t\tout_fname = basename + '.' + 'c'\r\n\r\n\tdirname, fname = os.path.split(out_fname)\r\n\tbasename, extension = os.path.splitext(fname)\r\n\thdr_fname = basename + '.' + 'h'\r\n\r\n\tmk_\n\n ... [code truncated] ..."}, {"role": "assistant", "content": " Logical Error Analysis:\n\n Error Type: TYPE_MISMATCH\n Issue: String concatenated with int\n Severity: HIGH\n\n Location: Line 90\n\n Buggy code:\n i = str(i) + 1;\n\n Should be:\n i = i + 1;\n\n Explanation: Type mismatch will cause runtime error\n Fix: Ensure types are compatible in operations"}]
| true
|
logical
|
TYPE_MISMATCH
|
HIGH
|
9c17411640986aa0b93f332bd22849aaf0fdf53b
|
TheStack--python--000.parquet
|
Debug this Pythoncode:Python code: import os from pytest_mock import MockerFixture from robot.api import logger from Mainframe3270.x3270 import x3270 def test_set_screenshot_folder(under_test: x3270): path = os.getcwd() under_test.set_screenshot_folder(path) assert under_test.imgfolder == os.getcwd() def test_set_screenshot_folder_nonexistent(mocker: MockerFixture, under_test: x3270): mocker.patch("robot.api.logger.error") mocker.patch("robot.api.logger.warn") path = os.path.join(os.getcwd(), "nonexistent") under_test.set_screenshot_folder(path) logger.error.assert_called_with('Given screenshots path "%s" does not exist' % path) logger.warn.assert_called_with( 'Screenshots will be saved in "%s"' % under_test.imgfolder ) def test_take_screenshot(mocker: MockerFixture, under_test: x3270): mocker.patch("Mainframe3270.py3270.Emulator.save_screen") mocker.patch("robot.api.logger.write") mocker.patch("time.time", return_value=1.0) under_test.take_screenshot(500, 500) logger.write.assert_called_with( '<iframe src="./screenshot_1000.html" height="500" width="500"></iframe>', level="INFO", html=True, )
|
Code analysis results: ⚠️ Warnings: Unexpected indentation at line 19 Unexpected indentation at line 20 Unexpected indentation at line 25 Unexpected indentation at line 26 💡 Suggestions: Add docstring to function 'test_set_screenshot_folder_nonexistent' Add docstring to function 'test_take_screenshot'
|
intermediate
|
testing
|
debugging
|
Pythoncode:Python
| 3
| 0
| 1,186
| true
|
[{"role": "user", "content": "Debug this Pythoncode:Python code:\nimport os\n\nfrom pytest_mock import MockerFixture\nfrom robot.api import logger\n\nfrom Mainframe3270.x3270 import x3270\n\n\ndef test_set_screenshot_folder(under_test: x3270):\n path = os.getcwd()\n\n under_test.set_screenshot_folder(path)\n\n assert under_test.imgfolder == os.getcwd()\n\n\ndef test_set_screenshot_folder_nonexistent(mocker: MockerFixture, under_test: x3270):\n mocker.patch(\"robot.api.logger.error\")\n mocker.patch(\"robot.api.logger.warn\")\n path = os.path.join(os.getcwd(), \"nonexistent\")\n\n under_test.set_screenshot_folder(path)\n\n logger.error.assert_called_with('Given screenshots path \"%s\" does not exist' % path)\n logger.warn.assert_called_with(\n 'Screenshots will be saved in \"%s\"' % under_test.imgfolder\n )\n\n\ndef test_take_screenshot(mocker: MockerFixture, under_test: x3270):\n mocker.patch(\"Mainframe3270.py3270.Emulator.save_screen\")\n mocker.patch(\"robot.api.logger.write\")\n mocker.patch(\"time.time\", return_value=1.0)\n\n under_test.take_screenshot(500, 500)\n\n logger.write.assert_called_with(\n '<iframe src=\"./screenshot_1000.html\" height=\"500\" width=\"500\"></iframe>',\n level=\"INFO\",\n html=True,\n )"}, {"role": "assistant", "content": " Code analysis results:\n\n\n\u26a0\ufe0f Warnings:\n Unexpected indentation at line 19\n Unexpected indentation at line 20\n Unexpected indentation at line 25\n Unexpected indentation at line 26\n\n\ud83d\udca1 Suggestions:\n Add docstring to function 'test_set_screenshot_folder_nonexistent'\n Add docstring to function 'test_take_screenshot'"}]
| false
| null | null | null |
9c179ba2d16aa2d479920de1be09d5ac3e265384
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TheStack--python--000.parquet
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Suggest refactoring for this Pythoncode:Python code: # -*- coding: utf-8 -*- from __future__ import print_function, division def checkFilter(filt,verbose=True): output = False f = copy.deepcopy(filt) f = f.replace(' ','_').upper() for k in list(FILTERS.keys()): if f==k.upper() or f.lower() in FILTERS[k]['altnames']: output = k if output == False and verbose == True: print('\nFilter '+filt+' not currently available for SPLAT; contact '+EMAIL+'\n') filterInfo() return output def filterProfile(filt,**kwargs): ''' :Purpose: Retrieve the filter profile for a SPLAT filter. Returns two arrays: the filter wavelength and filter transmission curve. :param filter: String giving the name of one of the predefined filters listed in splat.FILTERS.keys() (required) :param filterFolder: folder containing the filter transmission files (optional, default = splat.FILTER_FOLDER) :Example: >>> import splat >>> import splat.photometry as spphot >>> sp = splat.getSpectrum(shortname='1507-1627')[0] >>> sp.fluxCalibrate('2MASS J',14.5) >>> spphot.filterMag(sp,'MKO J') (14.345894376898123, 0.027596454828421831) ''' # keyword parameters filterFolder = kwargs.get('filterFolder',SPLAT_PATH+FILTER_FOLDER) if not os.path.exists(filterFolder): filterFolder = SPLAT_URL+FILTER_FOLDER # check that requested filter is in list f0 = checkFilterName(filt, verbose=True) if f0 == False: raise ValueError filt = f0 # read in filter fwave,ftrans = numpy.genfromtxt(os.path.normpath(filterFolder+FILTERS[filt]['file']), comments='#', unpack=True, missing_values = ('NaN','nan'), filling_values = (numpy.nan)) # print(type(fwave),type(ftrans),isinstance(fwave,numpy.ndarray),isinstance(ftrans,numpy.ndarray),not isinstance(fwave,numpy.ndarray) or not isinstance(ftrans,numpy.ndarray)) if not isinstance(fwave,numpy.ndarray) or not isinstance(ftrans,numpy.ndarray): raise ValueError('\nProblem reading in {}'.format(filterFolder+FILTERS[filt]['file'])) fwave = fwave[~numpy.isnan(ftrans)]*u.micron ftrans = ftrans[~numpy.isnan(ftrans)] return fwave,ftrans ... [22 more functiondefs truncated] ...
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Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
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intermediate
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api
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refactoring
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Pythoncode:Python
| 2
| 0
| 2,214
| true
|
[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\n# -*- coding: utf-8 -*-\nfrom __future__ import print_function, division\n\ndef checkFilter(filt,verbose=True):\n output = False\n f = copy.deepcopy(filt)\n f = f.replace(' ','_').upper()\n for k in list(FILTERS.keys()):\n if f==k.upper() or f.lower() in FILTERS[k]['altnames']:\n output = k\n if output == False and verbose == True: \n print('\\nFilter '+filt+' not currently available for SPLAT; contact '+EMAIL+'\\n')\n filterInfo()\n return output\n\n\ndef filterProfile(filt,**kwargs):\n '''\n :Purpose: Retrieve the filter profile for a SPLAT filter. Returns two arrays: the filter wavelength and filter transmission curve.\n\n :param filter: String giving the name of one of the predefined filters listed in splat.FILTERS.keys() (required)\n \n :param filterFolder: folder containing the filter transmission files (optional, default = splat.FILTER_FOLDER)\n\n :Example:\n >>> import splat\n >>> import splat.photometry as spphot\n >>> sp = splat.getSpectrum(shortname='1507-1627')[0]\n >>> sp.fluxCalibrate('2MASS J',14.5)\n >>> spphot.filterMag(sp,'MKO J')\n (14.345894376898123, 0.027596454828421831)\n '''\n# keyword parameters\n filterFolder = kwargs.get('filterFolder',SPLAT_PATH+FILTER_FOLDER)\n if not os.path.exists(filterFolder):\n filterFolder = SPLAT_URL+FILTER_FOLDER\n\n# check that requested filter is in list\n f0 = checkFilterName(filt, verbose=True)\n if f0 == False: raise ValueError\n filt = f0\n\n# read in filter\n fwave,ftrans = numpy.genfromtxt(os.path.normpath(filterFolder+FILTERS[filt]['file']), comments='#', unpack=True, missing_values = ('NaN','nan'), filling_values = (numpy.nan))\n# print(type(fwave),type(ftrans),isinstance(fwave,numpy.ndarray),isinstance(ftrans,numpy.ndarray),not isinstance(fwave,numpy.ndarray) or not isinstance(ftrans,numpy.ndarray))\n if not isinstance(fwave,numpy.ndarray) or not isinstance(ftrans,numpy.ndarray):\n raise ValueError('\\nProblem reading in {}'.format(filterFolder+FILTERS[filt]['file']))\n fwave = fwave[~numpy.isnan(ftrans)]*u.micron\n ftrans = ftrans[~numpy.isnan(ftrans)]\n return fwave,ftrans\n\n\n\n\n ... [22 more functiondefs truncated] ..."}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
9c17a59c22e1b7744bde1f37891a9b3e7d5581e6
|
TheStack--python--000.parquet
|
Suggest refactoring for this Pythoncode:Python code: import datetime ONE_MINUTE = 60 ONE_HOUR = 3600 ONE_DAY = 24 * ONE_HOUR ONE_YEAR = 1 * 365 * ONE_DAY def days(days): return int(days * 86400.0) def hours(hours): return int(hours * 3600.0) def minutes(minutes): return int(minutes * 60.0) def to_utc_date(timestamp): return datetime.datetime.utcfromtimestamp(timestamp).strftime("%Y-%m-%dT%H:%M:%SZ") def to_timestamp(date): print(date.timestamp()) return int(date.timestamp()) def to_minutes(duration): return duration / ONE_MINUTE def to_days(duration): return duration / ONE_DAY def to_hours(duration): return duration / ONE_HOUR
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Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
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advanced
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general
|
refactoring
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Pythoncode:Python
| 8
| 0
| 629
| true
|
[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\nimport datetime\n\nONE_MINUTE = 60\nONE_HOUR = 3600\nONE_DAY = 24 * ONE_HOUR\nONE_YEAR = 1 * 365 * ONE_DAY\n\n\ndef days(days):\n return int(days * 86400.0)\n\n\ndef hours(hours):\n return int(hours * 3600.0)\n\ndef minutes(minutes):\n return int(minutes * 60.0)\n\ndef to_utc_date(timestamp):\n return datetime.datetime.utcfromtimestamp(timestamp).strftime(\"%Y-%m-%dT%H:%M:%SZ\")\n\n\ndef to_timestamp(date):\n print(date.timestamp())\n return int(date.timestamp())\n\ndef to_minutes(duration):\n return duration / ONE_MINUTE\n\ndef to_days(duration):\n return duration / ONE_DAY\n\ndef to_hours(duration):\n return duration / ONE_HOUR"}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
9c17deaa4c71e1a4a4c819492abf40341d7c1817
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TheStack--python--000.parquet
|
Explain this Pythoncode:Python code:
|
This code demonstrates Pythoncode:Python programming.
|
beginner
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general
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code_explanation
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Pythoncode:Python
| 0
| 0
| 0
| false
|
[{"role": "user", "content": "Explain this Pythoncode:Python code:"}, {"role": "assistant", "content": " This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
9c18aa829131bc05a668cd4d7a72da450336ed4f
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TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: from sklearn.feature_extraction.text import TfidfVectorizer def compute_tf_idf(corpus): """Computing term frequency (tf) - inverse document frequency (idf). :param corpus: List of documents. :returns: tf-idf of corpus. """ return TfidfVectorizer().fit_transform(corpus) if __name__ == '__main__': sample_corpus = [
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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 4 • Unclosed '[' at line 12 - expected ']' Fix: Complete the truncated code structure
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intermediate
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database
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error_detection
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Pythoncode:Python
| 1
| 0
| 342
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nfrom sklearn.feature_extraction.text import TfidfVectorizer\n\ndef compute_tf_idf(corpus):\n \"\"\"Computing term frequency (tf) - inverse document frequency (idf).\n\n :param corpus: List of documents.\n :returns: tf-idf of corpus.\n \"\"\"\n return TfidfVectorizer().fit_transform(corpus)\n\nif __name__ == '__main__':\n sample_corpus = ["}, {"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 4\n \u2022 Unclosed '[' at line 12 - 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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9c191035667faa5283a1d949656c67ee58df9705
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TheStack--python--000.parquet
|
Fill in the in this Pythoncode:Python code: #!/usr/bin/env python3 from __future__ import print_function import socket import threading def signal_handler(*_): print("Ctrl-C received, server shutting down.") shutdown_event.set() def now(): return time.ctime(time.time()) class ThreadedTCPRequestHandler(socketserver.StreamRequestHandler): """ Derived from original Stable demo during R&TD and adapted for use in new FSW gse.py applicaiton. TCP socket server for commands, log events, and telemetry data. Later this will handle other things such as sequence files and parameters. Handle is instanced in own thread for each client. Registration is done by sending the string "Register <name>". Sending a message to destination <name> is done as "A5A5 <name> <data>" Note only <data> is sent. Any client that sends a "List" comment makes the server display all registered clients. """ socketserver.StreamRequestHandler.allow_reuse_address = True socketserver.StreamRequestHandler.timeout = 1 def handle(self): # on each client connect """ The function that is invoked upon a new client. This function listens for data on the socket. Packets for now are assumed to be separated by a newline. For each packet, call processPkt. """ # Complete this line self.partial = b"" self.cmdQueue = [] self.registered = False self.name = b"" self.id = 0 # print self.client_address, now() # show this client's address # Read the data from the socket data = self.recv(13) # Connection was closed by the client if not data: print("Client exited.") return else: # Process the data into the cmdQueue self.getCmds(data) # Process the cmdQueue self.processQueue() if self.registered: print("Registration complete waiting for message.") self.getNewMsg() else: print("Unable to register client.") return LOCK.acquire() del SERVER.dest_obj[self.name] if self.name in FSW_clients: FSW_clients.remove(self.name) FSW_ids.remove(self.id) elif self.name in GUI_clients: GUI_clients.remove(self.name) GUI_ids.remove(self.id) LOCK.release() print("Closed %s connection." % self.name.decode(DATA_ENCODING)) self.registered = False self.request.close() ... [21 more functiondefs truncated] ...
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The missing line is:
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advanced
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api
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fill_in_the_blank
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Pythoncode:Python
| 3
| 1
| 2,603
| true
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[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\n#!/usr/bin/env python3\nfrom __future__ import print_function\nimport socket\nimport threading\n\ndef signal_handler(*_):\n print(\"Ctrl-C received, server shutting down.\")\n shutdown_event.set()\n\n\ndef now():\n return time.ctime(time.time())\n\n\nclass ThreadedTCPRequestHandler(socketserver.StreamRequestHandler):\n \"\"\"\n Derived from original Stable demo during R&TD and adapted\n for use in new FSW gse.py applicaiton.\n\n TCP socket server for commands, log events, and telemetry data.\n Later this will handle other things such as sequence files and parameters.\n\n Handle is instanced in own thread for each client.\n\n Registration is done by sending the string \"Register <name>\".\n Sending a message to destination <name> is done as\n \"A5A5 <name> <data>\" Note only <data> is sent.\n Any client that sends a \"List\" comment makes the server display all\n registered clients.\n \"\"\"\n\n socketserver.StreamRequestHandler.allow_reuse_address = True\n socketserver.StreamRequestHandler.timeout = 1\n\n def handle(self): # on each client connect\n \"\"\"\n The function that is invoked upon a new client. This function listens\n for data on the socket. Packets for now are assumed to be separated\n by a newline. For each packet, call processPkt.\n \"\"\"\n # Complete this line\n self.partial = b\"\"\n self.cmdQueue = []\n self.registered = False\n self.name = b\"\"\n self.id = 0\n\n # print self.client_address, now() # show this client's address\n # Read the data from the socket\n data = self.recv(13)\n\n # Connection was closed by the client\n if not data:\n print(\"Client exited.\")\n return\n\n else:\n # Process the data into the cmdQueue\n self.getCmds(data)\n\n # Process the cmdQueue\n self.processQueue()\n\n if self.registered:\n print(\"Registration complete waiting for message.\")\n self.getNewMsg()\n else:\n print(\"Unable to register client.\")\n return\n\n LOCK.acquire()\n del SERVER.dest_obj[self.name]\n if self.name in FSW_clients:\n FSW_clients.remove(self.name)\n FSW_ids.remove(self.id)\n elif self.name in GUI_clients:\n GUI_clients.remove(self.name)\n GUI_ids.remove(self.id)\n LOCK.release()\n\n print(\"Closed %s connection.\" % self.name.decode(DATA_ENCODING))\n self.registered = False\n self.request.close()\n\n\n ... [21 more functiondefs truncated] ..."}, {"role": "assistant", "content": "The missing line is:"}]
| false
| null | null | null |
9c194afa3b23b40f44a756d8271ecc2b2b439fa6
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TheStack--python--000.parquet
|
Fill in the in this Pythoncode:Python code: import logging import sched import time ( MENU, EDIT_COIN_LIST, EDIT_USER_CONFIG, DELETE_DB, UPDATE_TG, UPDATE_BTB, # Complete this line CUSTOM_SCRIPT, ) = range(8) BOUGHT, BUYING, SOLD, SELLING = range(4) logging.basicConfig( format="%(asctime)s - %(name)s - %(levelname)s - %(message)s", level=logging.INFO ) logger = logging.getLogger("btb_manager_telegram_logger") scheduler = sched.scheduler(time.time, time.sleep)
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The missing line is: PANIC_BUTTON,
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intermediate
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database
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fill_in_the_blank
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Pythoncode:Python
| 0
| 0
| 453
| true
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[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\nimport logging\nimport sched\nimport time\n\n(\n MENU,\n EDIT_COIN_LIST,\n EDIT_USER_CONFIG,\n DELETE_DB,\n UPDATE_TG,\n UPDATE_BTB,\n # Complete this line\n CUSTOM_SCRIPT,\n) = range(8)\n\nBOUGHT, BUYING, SOLD, SELLING = range(4)\n\nlogging.basicConfig(\n format=\"%(asctime)s - %(name)s - %(levelname)s - %(message)s\", level=logging.INFO\n)\nlogger = logging.getLogger(\"btb_manager_telegram_logger\")\n\nscheduler = sched.scheduler(time.time, time.sleep)"}, {"role": "assistant", "content": "The missing line is:\n PANIC_BUTTON,"}]
| false
| null | null | null |
9c1abecce40e385182d4e13996f277a150f1a3f4
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TheStack--python--000.parquet
|
Debug this Pythoncode:Python code: import modutil mod, __getattr__ = modutil.lazy_import(__name__, ['tests.test_data.A', '.B', '.C as still_C']) def trigger_A(): return mod.A def trigger_B(): return mod.B def trigger_C(): return mod.still_C def trigger_failure(): return mod.does_not_exist
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Code analysis results: ⚠️ Warnings: Unexpected indentation at line 5
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intermediate
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testing
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debugging
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Pythoncode:Python
| 4
| 0
| 316
| true
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[{"role": "user", "content": "Debug this Pythoncode:Python code:\nimport modutil\n\n\nmod, __getattr__ = modutil.lazy_import(__name__,\n ['tests.test_data.A', '.B', '.C as still_C'])\n\ndef trigger_A():\n return mod.A\n\ndef trigger_B():\n return mod.B\n\ndef trigger_C():\n return mod.still_C\n\ndef trigger_failure():\n return mod.does_not_exist"}, {"role": "assistant", "content": " Code analysis results:\n\n\n\u26a0\ufe0f Warnings:\n Unexpected indentation at line 5"}]
| false
| null | null | null |
9c1b5e47507c017924313ed766676fc6ec9af4a7
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TheStack--python--000.parquet
|
Fill in the in this Pythoncode:Python code: #!/usr/bin/env python3 # -*- coding: utf-8 -*- import os import sys import tqdm import torch import pickle import resource # Complete this line import matplotlib.pyplot as plt from args import parse_args from modelSummary import model_dict from pytorchtools import load_from_file from torch.utils.data import DataLoader from helperfunctions import mypause, stackall_Dict from loss import get_seg2ptLoss from utils import get_nparams, get_predictions from utils import getSeg_metrics, getPoint_metric, generateImageGrid, unnormPts
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The missing line is: import numpy as np
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intermediate
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database
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fill_in_the_blank
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Pythoncode:Python
| 0
| 0
| 533
| true
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[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\n#!/usr/bin/env python3\n# -*- coding: utf-8 -*-\n\nimport os\nimport sys\nimport tqdm\nimport torch\nimport pickle\nimport resource\n # Complete this line\nimport matplotlib.pyplot as plt\n\nfrom args import parse_args\nfrom modelSummary import model_dict\nfrom pytorchtools import load_from_file\nfrom torch.utils.data import DataLoader\n\nfrom helperfunctions import mypause, stackall_Dict\n\nfrom loss import get_seg2ptLoss\n\nfrom utils import get_nparams, get_predictions\nfrom utils import getSeg_metrics, getPoint_metric, generateImageGrid, unnormPts"}, {"role": "assistant", "content": "The missing line is:\nimport numpy as np"}]
| false
| null | null | null |
9c1b6d5a187986e544d8284aa99d48f0a66a5c3a
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TheStack--python--000.parquet
|
Fill in the in this Pythoncode:Python code: #!/usr/bin/env python class TestUtil(unittest_toolbox.Modified_TestCase): def setUp(self): unittest_toolbox.Modified_TestCase.setUp(self) self.temp_fileobj = tuf.util.TempFile() def tearDown(self): unittest_toolbox.Modified_TestCase.tearDown(self) self.temp_fileobj.close_temp_file() def test_A1_tempfile_close_temp_file(self): # Was the temporary file closed? self.temp_fileobj.close_temp_file() self.assertTrue(self.temp_fileobj.temporary_file.closed) def _extract_tempfile_directory(self, config_temp_dir=None): """ Takes a directory (essentially specified in the conf.py as 'temporary_directory') and substitutes tempfile.TemporaryFile() with tempfile.mkstemp() in order to extract actual directory of the stored tempfile. Returns the config's temporary directory (or default temp directory) and actual directory. """ # Patching 'tuf.conf.temporary_directory'. tuf.conf.temporary_directory = config_temp_dir # Complete this line if config_temp_dir is None: # 'config_temp_dir' needs to be set to default. config_temp_dir = tempfile.gettempdir() # Patching 'tempfile.TemporaryFile()' (by substituting # temfile.TemporaryFile() with tempfile.mkstemp()) in order to get the # directory of the stored tempfile object. saved_tempfile_TemporaryFile = tuf.util.tempfile.NamedTemporaryFile tuf.util.tempfile.NamedTemporaryFile = tempfile.mkstemp _temp_fileobj = tuf.util.TempFile() tuf.util.tempfile.NamedTemporaryFile = saved_tempfile_TemporaryFile junk, _tempfilepath = _temp_fileobj.temporary_file _tempfile_dir = os.path.dirname(_tempfilepath) # In the case when 'config_temp_dir' is None or some other discrepancy, # '_temp_fileobj' needs to be closed manually since tempfile.mkstemp() # was used. if os.path.exists(_tempfilepath): os.remove(_tempfilepath) return config_temp_dir, _tempfile_dir ... [19 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
| 4
| 1
| 2,011
| false
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[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\n#!/usr/bin/env python\n\nclass TestUtil(unittest_toolbox.Modified_TestCase):\n\n def setUp(self):\n unittest_toolbox.Modified_TestCase.setUp(self)\n self.temp_fileobj = tuf.util.TempFile()\n\n\t\t\n\n def tearDown(self):\n unittest_toolbox.Modified_TestCase.tearDown(self)\n self.temp_fileobj.close_temp_file()\n\n\n\n def test_A1_tempfile_close_temp_file(self):\n # Was the temporary file closed?\n self.temp_fileobj.close_temp_file()\n self.assertTrue(self.temp_fileobj.temporary_file.closed)\n\n\n\n def _extract_tempfile_directory(self, config_temp_dir=None):\n \"\"\"\n Takes a directory (essentially specified in the conf.py as\n 'temporary_directory') and substitutes tempfile.TemporaryFile() with\n tempfile.mkstemp() in order to extract actual directory of the stored \n tempfile. Returns the config's temporary directory (or default temp\n directory) and actual directory.\n \"\"\"\n\n # Patching 'tuf.conf.temporary_directory'.\n tuf.conf.temporary_directory = config_temp_dir\n # Complete this line\n if config_temp_dir is None:\n # 'config_temp_dir' needs to be set to default.\n config_temp_dir = tempfile.gettempdir()\n\n # Patching 'tempfile.TemporaryFile()' (by substituting \n # temfile.TemporaryFile() with tempfile.mkstemp()) in order to get the \n # directory of the stored tempfile object.\n saved_tempfile_TemporaryFile = tuf.util.tempfile.NamedTemporaryFile\n tuf.util.tempfile.NamedTemporaryFile = tempfile.mkstemp\n _temp_fileobj = tuf.util.TempFile()\n tuf.util.tempfile.NamedTemporaryFile = saved_tempfile_TemporaryFile\n junk, _tempfilepath = _temp_fileobj.temporary_file\n _tempfile_dir = os.path.dirname(_tempfilepath)\n\n # In the case when 'config_temp_dir' is None or some other discrepancy,\n # '_temp_fileobj' needs to be closed manually since tempfile.mkstemp() \n # was used.\n if os.path.exists(_tempfilepath):\n os.remove(_tempfilepath)\n\n return config_temp_dir, _tempfile_dir\n\n\n \n\n ... [19 more functiondefs truncated] ..."}, {"role": "assistant", "content": "The missing line is:"}]
| false
| null | null | null |
9c1c20ef193d7e2a2b62ae78d7b0e1c3d0bfeffb
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TheStack--python--000.parquet
|
Explain this Pythoncode:Python code: from django import forms class FlightrForm(forms.Form): flight_number = forms.CharField(max_length=30, label="航班号", widget=forms.TextInput(attrs={'class': 'form-control'})) plane_type_choices = [ ('波音', ( ('1', '747'), ('2', '777'), ('3', '787'), ) ), ('空客', ( ('4', 'A300'), ('5', 'A310'), ('6', 'A320'), ('7', 'A350'), ) ), ] plane_type = forms.ChoiceField(label='飞机型号', choices=plane_type_choices,widget=forms.Select) origination = forms.CharField(max_length=30,label="始发地", widget=forms.TextInput(attrs={'class': 'form-control'})) destination = forms.CharField(max_length=30,label="目的地", widget=forms.TextInput(attrs={'class': 'form-control'})) starting_time = forms.TimeField(label="始发时间",widget=forms.TimeInput(attrs={'class': 'form-control'})) departure_airport = forms.CharField(max_length=64, label="始发机场", widget=forms.TextInput(attrs={'class': 'form-control'})) landing_airport = forms.CharField(max_length=64, label="目的机场", widget=forms.TextInput(attrs={'class': 'form-control'})) arrival_time = forms.TimeField(label="到达时间",widget=forms.TimeInput(attrs={'class': 'form-control'})) first_class_price = forms.FloatField(label="头等舱价格",widget=forms.NumberInput(attrs={'class': 'form-control'})) # highlevel_economy_class_price = forms.FloatField(label="高级经济舱价格",widget=forms.NumberInput(attrs={'class': 'form-control'})) business_class_price = forms.FloatField(label="商务舱价格",widget=forms.NumberInput(attrs={'class': 'form-control'})) economy_class_price = forms.FloatField(label="经济舱价格",widget=forms.NumberInput(attrs={'class': 'form-control'})) starting_date = forms.DateField(label="始发日期", widget=forms.DateInput(attrs={'class': 'form-control'})) ending_date = forms.DateField(label="终止日期", widget=forms.DateInput(attrs={'class': 'form-control'})) class StartStopDateForm(forms.Form): starting_date = forms.DateField(label="始发日期", widget=forms.DateInput(attrs={'class': 'form-control'})) ending_date = forms.DateField(label="终止日期", widget=forms.DateInput(attrs={'class': 'form-control'})) flight_number = forms.CharField(max_length=30, label="航班号", widget=forms.TextInput(attrs={'class': 'form-control'})) # book_sum = forms.IntegerField(label="订票总数") # plane_capacity = forms.IntegerField(label="飞机容量") class flight_number_Form(forms.Form): flight_number = forms.CharField(max_length=30, label="航班号", widget=forms.TextInput(attrs={'class': 'form-control'})) class concrete_flight_id_Form(forms.Form): concrete_flight_id = forms.CharField(max_length=30, label="航班id", widget=forms.TextInput(attrs={'class': 'form-control'}))
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Classes: FlightrForm, StartStopDateForm, flight_number_Form This code demonstrates Pythoncode:Python programming.
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advanced
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database
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code_explanation
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Pythoncode:Python
| 0
| 4
| 2,769
| true
|
[{"role": "user", "content": "Explain this Pythoncode:Python code:\n\nfrom django import forms\n\nclass FlightrForm(forms.Form):\n flight_number = forms.CharField(max_length=30, label=\"\u822a\u73ed\u53f7\", widget=forms.TextInput(attrs={'class': 'form-control'}))\n\n plane_type_choices = [\n ('\u6ce2\u97f3', (\n ('1', '747'),\n ('2', '777'),\n ('3', '787'),\n )\n ),\n ('\u7a7a\u5ba2', (\n ('4', 'A300'),\n ('5', 'A310'),\n ('6', 'A320'),\n ('7', 'A350'),\n )\n ),\n ]\n\n plane_type = forms.ChoiceField(label='\u98de\u673a\u578b\u53f7', choices=plane_type_choices,widget=forms.Select)\n origination = forms.CharField(max_length=30,label=\"\u59cb\u53d1\u5730\", widget=forms.TextInput(attrs={'class': 'form-control'}))\n destination = forms.CharField(max_length=30,label=\"\u76ee\u7684\u5730\", widget=forms.TextInput(attrs={'class': 'form-control'}))\n starting_time = forms.TimeField(label=\"\u59cb\u53d1\u65f6\u95f4\",widget=forms.TimeInput(attrs={'class': 'form-control'}))\n\n departure_airport = forms.CharField(max_length=64, label=\"\u59cb\u53d1\u673a\u573a\", widget=forms.TextInput(attrs={'class': 'form-control'}))\n landing_airport = forms.CharField(max_length=64, label=\"\u76ee\u7684\u673a\u573a\", widget=forms.TextInput(attrs={'class': 'form-control'}))\n arrival_time = forms.TimeField(label=\"\u5230\u8fbe\u65f6\u95f4\",widget=forms.TimeInput(attrs={'class': 'form-control'}))\n first_class_price = forms.FloatField(label=\"\u5934\u7b49\u8231\u4ef7\u683c\",widget=forms.NumberInput(attrs={'class': 'form-control'}))\n # highlevel_economy_class_price = forms.FloatField(label=\"\u9ad8\u7ea7\u7ecf\u6d4e\u8231\u4ef7\u683c\",widget=forms.NumberInput(attrs={'class': 'form-control'}))\n business_class_price = forms.FloatField(label=\"\u5546\u52a1\u8231\u4ef7\u683c\",widget=forms.NumberInput(attrs={'class': 'form-control'}))\n economy_class_price = forms.FloatField(label=\"\u7ecf\u6d4e\u8231\u4ef7\u683c\",widget=forms.NumberInput(attrs={'class': 'form-control'}))\n starting_date = forms.DateField(label=\"\u59cb\u53d1\u65e5\u671f\", widget=forms.DateInput(attrs={'class': 'form-control'}))\n ending_date = forms.DateField(label=\"\u7ec8\u6b62\u65e5\u671f\", widget=forms.DateInput(attrs={'class': 'form-control'}))\nclass StartStopDateForm(forms.Form):\n starting_date = forms.DateField(label=\"\u59cb\u53d1\u65e5\u671f\", widget=forms.DateInput(attrs={'class': 'form-control'}))\n ending_date = forms.DateField(label=\"\u7ec8\u6b62\u65e5\u671f\", widget=forms.DateInput(attrs={'class': 'form-control'}))\n flight_number = forms.CharField(max_length=30, label=\"\u822a\u73ed\u53f7\", widget=forms.TextInput(attrs={'class': 'form-control'}))\n # book_sum = forms.IntegerField(label=\"\u8ba2\u7968\u603b\u6570\")\n # plane_capacity = forms.IntegerField(label=\"\u98de\u673a\u5bb9\u91cf\")\nclass flight_number_Form(forms.Form):\n flight_number = forms.CharField(max_length=30, label=\"\u822a\u73ed\u53f7\", widget=forms.TextInput(attrs={'class': 'form-control'}))\nclass concrete_flight_id_Form(forms.Form):\n concrete_flight_id = forms.CharField(max_length=30, label=\"\u822a\u73edid\", widget=forms.TextInput(attrs={'class': 'form-control'}))"}, {"role": "assistant", "content": " Classes: FlightrForm, StartStopDateForm, flight_number_Form\n This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
9c1cb579481d40405b2d799f908616a3f2aa3b49
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TheStack--python--000.parquet
|
Complete this incomplete Pythoncode:Python code: from functools import lru_cache from math import cos, sin import scipy from scipy.ndimage import affine_transform import numpy as np def get_matrix(angles=(90, 90, 90), inverse=False): """ Axis of rotation Get matrix by angle. (shear+compress) Examples: z = 120 ############################################################ ---------------------- -------------------------------- -oooooooooooooooooooo- -------------------------------- -oooooooooooooooooooo- -oooooooooooooooooooo----------- -oooooooooooooooooooo- ---oooooooooooooooooooo--------- -oooooooooooooooooooo- >>> -----oooooooooooooooooooo------- -oooooooooooooooooooo- -------oooooooooooooooooooo----- -oooooooooooooooooooo- ---------oooooooooooooooooooo--- -oooooooooooooooooooo- -----------oooooooooooooooooooo- ---------------------- -------------------------------- ############################################################ 1.The ``matrix`` is the transform matrix to rotate the data with angle. Always in Cartesian coordinates. 2.The ``inverse matrix`` is the interpolation matrix for get true data matrix(Cartesian coordinates) from relative data matrix (Non-Cartesian coordinates). The Parameters ---------- angles: tuple 3 angle of x, y, z z angle is the intersection angle of x,y, y angle is the intersection angle of x,z, x angle is the intersection angle of y,z. inverse: Compute the (multiplicative) inverse of a matrix. ... code continues ...
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Completion: Missing: Code truncated abruptly - unexpected end of file To complete: • Complete the truncated code structure Example continuation: """ theta1, theta2, theta3 = [np.pi / 180 * angle for angle in angles] matrix1 = np.array([[1, cos(theta3), 0],
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intermediate
|
database
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incomplete_code
|
Pythoncode:Python
| 2
| 0
| 1,633
| true
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\nfrom functools import lru_cache\nfrom math import cos, sin\n\nimport scipy\n\nfrom scipy.ndimage import affine_transform\nimport numpy as np\n\n\ndef get_matrix(angles=(90, 90, 90), inverse=False):\n \"\"\"\n Axis of rotation Get matrix by angle.\n (shear+compress)\n Examples: z = 120\n \n ############################################################\n \n ---------------------- --------------------------------\n -oooooooooooooooooooo- --------------------------------\n -oooooooooooooooooooo- -oooooooooooooooooooo-----------\n -oooooooooooooooooooo- ---oooooooooooooooooooo---------\n -oooooooooooooooooooo- >>> -----oooooooooooooooooooo-------\n -oooooooooooooooooooo- -------oooooooooooooooooooo-----\n -oooooooooooooooooooo- ---------oooooooooooooooooooo---\n -oooooooooooooooooooo- -----------oooooooooooooooooooo-\n ---------------------- --------------------------------\n \n ############################################################\n \n 1.The ``matrix`` is the transform matrix to rotate the data with angle. Always in Cartesian coordinates.\n\n 2.The ``inverse matrix`` is the interpolation matrix for get true data matrix(Cartesian coordinates)\n from relative data matrix (Non-Cartesian coordinates).\n The\n\n Parameters\n ----------\n angles: tuple\n 3 angle of x, y, z\n z angle is the intersection angle of x,y,\n y angle is the intersection angle of x,z,\n x angle is the intersection angle of y,z.\n inverse:\n Compute the (multiplicative) inverse of a matrix.\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 \"\"\"\n theta1, theta2, theta3 = [np.pi / 180 * angle for angle in angles]\n\n matrix1 = np.array([[1, cos(theta3), 0],"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
9c1e4d053b5156945879fda6f1eb646b81a07f71
|
TheStack--python--000.parquet
|
Review this Pythoncode:Python code: #!/usr/bin/env python import sys #lolafile = open("ex-small.graph", "r") source = 0 target = 0 lowlink = 0 trans = "bla" print("digraph {") with open(sys.argv[1]) as lolafile: for line in lolafile: if len(line) == 1: continue linelist = line.split(" ") if "STATE" in linelist: source = linelist[1] lowlink = linelist[3].rstrip() if "->" in linelist: trans = linelist[0] target = linelist[2].rstrip() print(''' {} -> {} [label="{}", lowlink="{}"];'''.format(source, target, trans, lowlink)) print("}")
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Code Review: ❌ Critical issues: Unmatched closing bracket ')' at line 12 Unmatched closing bracket '}' at line 34 Unclosed '(' at line 12 - expected ')' Unclosed '{' at line 12 - expected '}' Block at line 15 has no indented body ⚠️ Code quality: Unexpected indentation at line 24 Unexpected indentation at line 28 ✨ Improvements: Add closing ')' bracket Add closing '}' bracket Remove debug print() at line 12 before production Remove debug print() at line 30 before production Remove debug print() at line 34 before production
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intermediate
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database
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code_review
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Pythoncode:Python
| 0
| 0
| 596
| true
|
[{"role": "user", "content": "Review this Pythoncode:Python code:\n#!/usr/bin/env python\n\nimport sys\n\n#lolafile = open(\"ex-small.graph\", \"r\")\n\nsource = 0\ntarget = 0\nlowlink = 0\ntrans = \"bla\"\n\nprint(\"digraph {\")\n\nwith open(sys.argv[1]) as lolafile:\n for line in lolafile:\n\n if len(line) == 1:\n continue\n\n linelist = line.split(\" \")\n\n if \"STATE\" in linelist:\n source = linelist[1]\n lowlink = linelist[3].rstrip()\n\n if \"->\" in linelist:\n trans = linelist[0]\n target = linelist[2].rstrip()\n\n print(''' {} -> {} [label=\"{}\", lowlink=\"{}\"];'''.format(source, target, trans, lowlink))\n\n\n\nprint(\"}\")"}, {"role": "assistant", "content": " Code Review:\n\n\n\u274c Critical issues:\n Unmatched closing bracket ')' at line 12\n Unmatched closing bracket '}' at line 34\n Unclosed '(' at line 12 - expected ')'\n Unclosed '{' at line 12 - expected '}'\n Block at line 15 has no indented body\n\n\u26a0\ufe0f Code quality:\n Unexpected indentation at line 24\n Unexpected indentation at line 28\n\n\u2728 Improvements:\n Add closing ')' bracket\n Add closing '}' bracket\n Remove debug print() at line 12 before production\n Remove debug print() at line 30 before production\n Remove debug print() at line 34 before production"}]
| false
| null | null | null |
9c1f7437cc31d152ad0f3a65db16fb0d7effff6e
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TheStack--python--000.parquet
|
Fill in the in this Pythoncode:Python code: import re import urllib.parse from django.shortcuts import render, get_object_or_404 from django.http import HttpResponse, JsonResponse from django.core.paginator import Paginator, PageNotAnInteger, EmptyPage from .models import Definition def index(request): definitions = Definition.objects.all() limit = request.GET.get('limit') try: limit = int(limit) except (ValueError, TypeError): limit = 15 paginator = Paginator(definitions, limit) page = request.GET.get('page') try: show_lines = paginator.page(page) except PageNotAnInteger: show_lines = paginator.page(1) except EmptyPage: show_lines = paginator.page(paginator.num_pages) return render(request, 'index.html', {'definitions': definitions, 'lines': show_lines}) def fix_definition_format(definition): definition = definition.replace('{I}', '<i>') \ .replace('{/I}', '</i>') \ .replace('{B}', '<b>') \ .replace('{/B}', '</b>') \ .replace('{Pr}', '[') \ .replace('{/Pr}', ']') \ .replace('{H}', '') \ .replace('{/H}', '') \ .replace('{E}', '') \ .replace('{/E}', '') \ .replace('{J}', '') \ .replace('{/J}', '') \ .replace('{S}', '') \ .replace('{/S}', '') \ # Complete this line .replace('{-}', '- ') if definition.startswith('&'): definition = definition[1:] word, _definition = definition.split('\n', 1) definition = '<h4>' + word + '</h4>\n' definition += _definition return definition def generate_translate_tag(word): out = '<a href="https://translate.google.de/#ko/en/{word_url}" ' out += 'title="Translate with Google Translate" target="' out += '_blank">{word}</a>' out = out.format(word_url=urllib.parse.quote_plus(word.group(0)), word=word.group(0)) return out def get_definitions(request): if request.is_ajax(): q = request.GET.get('term', '') definitions = Definition.objects.filter(word__icontains=q) \ .values_list('word', flat=True)[:25] data = list(definitions) else: data = [] return JsonResponse(data, safe=False) def get_definition(request, id): definition = get_object_or_404(Definition, id=id) data = fix_definition_format(definition.definition) data = RE_HANGUL.sub(generate_translate_tag, data) return HttpResponse(data) ... [1 more functiondefs truncated] ...
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The missing line is: .replace('{U}', '') \
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intermediate
|
api
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fill_in_the_blank
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Pythoncode:Python
| 5
| 0
| 2,821
| true
|
[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\nimport re\nimport urllib.parse\n\nfrom django.shortcuts import render, get_object_or_404\nfrom django.http import HttpResponse, JsonResponse\nfrom django.core.paginator import Paginator, PageNotAnInteger, EmptyPage\n\nfrom .models import Definition\n\ndef index(request):\n definitions = Definition.objects.all()\n limit = request.GET.get('limit')\n try:\n limit = int(limit)\n except (ValueError, TypeError):\n limit = 15\n paginator = Paginator(definitions, limit)\n page = request.GET.get('page')\n try:\n show_lines = paginator.page(page)\n except PageNotAnInteger:\n show_lines = paginator.page(1)\n except EmptyPage:\n show_lines = paginator.page(paginator.num_pages)\n return render(request, 'index.html', {'definitions': definitions,\n 'lines': show_lines})\n\n\ndef fix_definition_format(definition):\n definition = definition.replace('{I}', '<i>') \\\n .replace('{/I}', '</i>') \\\n .replace('{B}', '<b>') \\\n .replace('{/B}', '</b>') \\\n .replace('{Pr}', '[') \\\n .replace('{/Pr}', ']') \\\n .replace('{H}', '') \\\n .replace('{/H}', '') \\\n .replace('{E}', '') \\\n .replace('{/E}', '') \\\n .replace('{J}', '') \\\n .replace('{/J}', '') \\\n .replace('{S}', '') \\\n .replace('{/S}', '') \\\n # Complete this line\n .replace('{-}', '- ')\n if definition.startswith('&'):\n definition = definition[1:]\n word, _definition = definition.split('\\n', 1)\n definition = '<h4>' + word + '</h4>\\n'\n definition += _definition\n return definition\n\n\ndef generate_translate_tag(word):\n out = '<a href=\"https://translate.google.de/#ko/en/{word_url}\" '\n out += 'title=\"Translate with Google Translate\" target=\"'\n out += '_blank\">{word}</a>'\n out = out.format(word_url=urllib.parse.quote_plus(word.group(0)),\n word=word.group(0))\n return out\n\n\ndef get_definitions(request):\n if request.is_ajax():\n q = request.GET.get('term', '')\n definitions = Definition.objects.filter(word__icontains=q) \\\n .values_list('word', flat=True)[:25]\n data = list(definitions)\n else:\n data = []\n return JsonResponse(data, safe=False)\n\n\ndef get_definition(request, id):\n definition = get_object_or_404(Definition, id=id)\n data = fix_definition_format(definition.definition)\n data = RE_HANGUL.sub(generate_translate_tag, data)\n return HttpResponse(data)\n\n\n\n ... [1 more functiondefs truncated] ..."}, {"role": "assistant", "content": "The missing line is:\n .replace('{U}', '') \\"}]
| false
| null | null | null |
9c1f830b50d1855accf6647797b5fa3fed845091
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TheStack--python--000.parquet
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Suggest refactoring for this Pythoncode:Python code: import globals class ToggleSwitch(globals.Hass): async def initialize(self): config = self.args["config"] self._input = config["input"] self._toggle_service = config["toggle_service"] self._toggle_payload = config["toggle_payload"] self._power = config["power"] self._power_on_threshold = float(config["power_on_threshold"]) self._check_interval = float(config["check_interval"]) self.ensure_state_task = await self.create_task( self._ensure_state_async(False)) await self.listen_state(self._input_callback_async, entity=self._input) async def terminate(self): # self.log("Terminate") self.ensure_state_task.cancel() async def _input_callback_async(self, entity, attribute, old, new, kwargs): if old == new: return # self.log(f"InputChange: old = {old}, new = {new}") self.ensure_state_task.cancel() self.ensure_state_task = await self.create_task(self._ensure_state_async()) async def _ensure_state_async(self, immediate=True): # self.log(f"EnsureState: immediate = {immediate}") if immediate: await self._toggle_async() while True: await self.sleep(self._check_interval) power = float(await self.get_state(self._power)) input = await self.get_state(self._input) # self.log( # f"EnsureState: input = {input}, power: {power}") if input == "on" and power < self._power_on_threshold or input == "off" and power > self._power_on_threshold: await self._toggle_async() async def _toggle_async(self): # self.log("Toggle") await self.call_service(self._toggle_service, **self._toggle_payload)
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Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
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advanced
|
machine_learning
|
refactoring
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Pythoncode:Python
| 0
| 1
| 1,867
| true
|
[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\nimport globals\n\n\nclass ToggleSwitch(globals.Hass):\n async def initialize(self):\n config = self.args[\"config\"]\n self._input = config[\"input\"]\n self._toggle_service = config[\"toggle_service\"]\n self._toggle_payload = config[\"toggle_payload\"]\n self._power = config[\"power\"]\n self._power_on_threshold = float(config[\"power_on_threshold\"])\n self._check_interval = float(config[\"check_interval\"])\n\n self.ensure_state_task = await self.create_task(\n self._ensure_state_async(False))\n\n await self.listen_state(self._input_callback_async,\n entity=self._input)\n \n async def terminate(self):\n # self.log(\"Terminate\")\n self.ensure_state_task.cancel()\n\n async def _input_callback_async(self, entity, attribute, old, new, kwargs):\n if old == new:\n return\n # self.log(f\"InputChange: old = {old}, new = {new}\")\n self.ensure_state_task.cancel()\n self.ensure_state_task = await self.create_task(self._ensure_state_async())\n\n async def _ensure_state_async(self, immediate=True):\n # self.log(f\"EnsureState: immediate = {immediate}\")\n if immediate:\n await self._toggle_async()\n while True:\n await self.sleep(self._check_interval)\n power = float(await self.get_state(self._power))\n input = await self.get_state(self._input)\n # self.log(\n # f\"EnsureState: input = {input}, power: {power}\")\n if input == \"on\" and power < self._power_on_threshold or input == \"off\" and power > self._power_on_threshold:\n await self._toggle_async()\n\n async def _toggle_async(self):\n # self.log(\"Toggle\")\n await self.call_service(self._toggle_service,\n **self._toggle_payload)"}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
9c2000bb0df619412795ffbe35ee177921174a1f
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TheStack--python--000.parquet
|
Complete this incomplete Pythoncode:Python code: #!/usr/bin/env python from __future__ import print_function ''' 1\taaaa~^~bbbb~^~cccc 2\tdddd~^~EEEE~^~ffff ''' import sys ARR_DELIM = '~^~' for row in sys.stdin: ... code continues ...
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Completion: Missing: Code truncated abruptly - unexpected end of file To complete: • Complete the truncated code structure Example continuation: sent_id, lemmas = row.split('\t') lemmas = lemmas.split(ARR_DELIM) for lemma in lemmas: print('{}\t{}'.format(sent_id, lemma))
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intermediate
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database
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incomplete_code
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Pythoncode:Python
| 0
| 0
| 168
| true
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\n#!/usr/bin/env python\nfrom __future__ import print_function\n\n'''\n1\\taaaa~^~bbbb~^~cccc\n2\\tdddd~^~EEEE~^~ffff\n'''\n\nimport sys\n\nARR_DELIM = '~^~'\n\nfor row in sys.stdin:\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 sent_id, lemmas = row.split('\\t')\n lemmas = lemmas.split(ARR_DELIM)\n for lemma in lemmas:\n print('{}\\t{}'.format(sent_id, lemma))"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
9c20a7fb2067e672343540ce82ccf23d80253a6c
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: from django.urls import path from . import views urlpatterns = [ path('', views.SupplierList.as_view(), name='supplier_list'), path('view/<int:pk>', views.SupplierView.as_view(), name='supplier_view'), path('new', views.SupplierCreate.as_view(), name='supplier_new'),
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Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Detected Errors: • Unclosed '[' at line 5 - expected ']' • SyntaxError: '[' was never closed at line 5 Fix: Complete the truncated code structure
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intermediate
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ui
|
error_detection
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Pythoncode:Python
| 0
| 0
| 281
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nfrom django.urls import path\n\nfrom . import views\n\nurlpatterns = [\n path('', views.SupplierList.as_view(), name='supplier_list'),\n path('view/<int:pk>', views.SupplierView.as_view(), name='supplier_view'),\n path('new', views.SupplierCreate.as_view(), name='supplier_new'),"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: HARD_CUT\n Error: SyntaxError / EOF\n\n Detected Errors:\n \u2022 Unclosed '[' at line 5 - expected ']'\n \u2022 SyntaxError: '[' was never closed at line 5\n\n Fix: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
9c2147f6458e9854c24fb91bf25b8791fe2188ff
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TheStack--python--000.parquet
|
Repair the syntax errors in this Pythoncode:Python code: import yaml __config=None def config(): global __config if not __config: with open('config.yaml', mode='r') as f: __config=yaml.safe_load(f)
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Syntax Analysis:
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intermediate
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machine_learning
|
syntax_repair
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Pythoncode:Python
| 1
| 0
| 174
| true
|
[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\nimport yaml\n\n\n__config=None\n\n\ndef config():\n global __config\n if not __config:\n with open('config.yaml', mode='r') as f:\n __config=yaml.safe_load(f)"}, {"role": "assistant", "content": " Syntax Analysis:"}]
| true
|
syntax
|
MID_STRING
|
CRITICAL
|
9c22036370e0f940a80ab34156b825acd98d5b1a
|
TheStack--python--000.parquet
|
Explain this Pythoncode:Python code: APP_PROFILE_DIRECTORY_NAME = 'lazies-cmd' DOSKEY_FILE_NAME = 'doskey.bat' AUTO_RUN_REGISTRY_NAME = 'AutoRun'
|
This code demonstrates Pythoncode:Python programming.
|
beginner
|
general
|
code_explanation
|
Pythoncode:Python
| 0
| 0
| 109
| false
|
[{"role": "user", "content": "Explain this Pythoncode:Python code:\nAPP_PROFILE_DIRECTORY_NAME = 'lazies-cmd'\nDOSKEY_FILE_NAME = 'doskey.bat'\nAUTO_RUN_REGISTRY_NAME = 'AutoRun'"}, {"role": "assistant", "content": " This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
9c2218dead1aba52c67ce0344013c8ad1bd43a62
|
TheStack--python--000.parquet
|
Complete this Pythoncode:Python code: #!/usr/bin/env python import os, sys from Bio import SeqIO def get_seqs_from_list(fastafile, listfile): seqs = [line.strip() for line in open(listfile)] for r in SeqIO.parse(open(fastafile), 'fasta'): if r.id in seqs or r.id.split('|')[0] in seqs or any(r.id.startswith(x) for x in seqs): print ">" + r.id print r.seq if __name__ == "__main__":
|
from argparse import ArgumentParser parser = ArgumentParser("Get sequences from a fasta file from a list") parser.add_argument("fasta_filename", help="Input fasta filename to extract sequences from") parser.add_argument("list_filename", help="List of sequence IDs to extract") args = parser.parse_args() get_seqs_from_list(args.fasta_filename, args.list_filename)
|
intermediate
|
machine_learning
|
code_completion
|
Pythoncode:Python
| 1
| 0
| 777
| true
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\n#!/usr/bin/env python\nimport os, sys\nfrom Bio import SeqIO\n\ndef get_seqs_from_list(fastafile, listfile):\n seqs = [line.strip() for line in open(listfile)]\n for r in SeqIO.parse(open(fastafile), 'fasta'):\n if r.id in seqs or r.id.split('|')[0] in seqs or any(r.id.startswith(x) for x in seqs):\n print \">\" + r.id\n print r.seq\n\nif __name__ == \"__main__\":"}, {"role": "assistant", "content": "\n from argparse import ArgumentParser\n parser = ArgumentParser(\"Get sequences from a fasta file from a list\")\n parser.add_argument(\"fasta_filename\", help=\"Input fasta filename to extract sequences from\")\n parser.add_argument(\"list_filename\", help=\"List of sequence IDs to extract\")\n\n args = parser.parse_args()\n\n get_seqs_from_list(args.fasta_filename, args.list_filename)"}]
| false
| null | null | null |
9c231907fc5c90a542b71605f474b278cba43d2d
|
TheStack--python--000.parquet
|
Complete this Pythoncode:Python code: import time import json import base64 import msgpack from schema import Schema, And, Optional from datetime import datetime from algosdk import mnemonic from algosdk.account import address_from_private_key from algosdk.error import * from algosdk.future.transaction import PaymentTxn from inequality_indexes import * from algo_query import * def wait_for_confirmation(algod_client, transaction_id, timeout): """Wait until the transaction is confirmed or rejected, or until 'timeout' number of rounds have passed. Args: algod_client (AlgodClient): Algod Client transaction_id (str): the transaction to wait for timeout (int): maximum number of rounds to wait Returns: (dict): pending transaction information, or throws an error if the transaction is not confirmed or rejected in the next timeout rounds """ start_round = algod_client.status()["last-round"] + 1 current_round = start_round
|
while current_round < start_round + timeout: algod_client.status_after_block(current_round) try: pending_txn = algod_client.pending_transaction_info(transaction_id) except Exception: return if pending_txn.get("confirmed-round", 0) > 0: return pending_txn elif pending_txn["pool-error"]: raise Exception( 'pool error: {}'.format(pending_txn["pool-error"])) current_round += 1 raise Exception( 'pending tx not found in timeout rounds, timeout value = : {}'.format( timeout)) ... [2 more functiondefs truncated] ...
|
intermediate
|
database
|
code_completion
|
Pythoncode:Python
| 1
| 0
| 1,624
| true
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\n\nimport time\nimport json\nimport base64\nimport msgpack\nfrom schema import Schema, And, Optional\nfrom datetime import datetime\nfrom algosdk import mnemonic\nfrom algosdk.account import address_from_private_key\nfrom algosdk.error import *\nfrom algosdk.future.transaction import PaymentTxn\nfrom inequality_indexes import *\nfrom algo_query import *\n\n\ndef wait_for_confirmation(algod_client, transaction_id, timeout):\n \"\"\"Wait until the transaction is confirmed or rejected, or until 'timeout'\n number of rounds have passed.\n\n Args:\n algod_client (AlgodClient): Algod Client\n transaction_id (str): the transaction to wait for\n timeout (int): maximum number of rounds to wait\n\n Returns:\n (dict): pending transaction information, or throws an error if the\n transaction is not confirmed or rejected in the next timeout rounds\n \"\"\"\n start_round = algod_client.status()[\"last-round\"] + 1\n current_round = start_round"}, {"role": "assistant", "content": "\n\n while current_round < start_round + timeout:\n algod_client.status_after_block(current_round)\n try:\n pending_txn = algod_client.pending_transaction_info(transaction_id)\n except Exception:\n return\n if pending_txn.get(\"confirmed-round\", 0) > 0:\n return pending_txn\n elif pending_txn[\"pool-error\"]:\n raise Exception(\n 'pool error: {}'.format(pending_txn[\"pool-error\"]))\n current_round += 1\n raise Exception(\n 'pending tx not found in timeout rounds, timeout value = : {}'.format(\n timeout))\n\n\n\n ... [2 more functiondefs truncated] ..."}]
| false
| null | null | null |
9c232026bb42fe3062506f2b3ba59f07439cb07f
|
TheStack--python--000.parquet
|
Debug this Pythoncode:Python code: ##### # # This class is part of the Programming the Internet of Things # project, and is available via the MIT License, which can be # found in the LICENSE file at the top level of this repository. # # Copyright (c) 2020 by Andrew D. King # import logging import unittest from programmingtheiot.cda.system.SystemMemUtilTask import SystemMemUtilTask class SystemMemUtilTaskTest(unittest.TestCase): """ This test case class contains very basic unit tests for SystemMemUtilTask. It should not be considered complete, but serve as a starting point for the student implementing additional functionality within their Programming the IoT environment. """ @classmethod def setUpClass(self): logging.basicConfig(format = '%(asctime)s:%(module)s:%(levelname)s:%(message)s', level = logging.DEBUG) logging.info("Testing SystemMemUtilTask class...") self.memUtilTask = SystemMemUtilTask() def setUp(self): pass def tearDown(self): pass #@unittest.skip("Ignore for now.") def testGenerateTelemetry(self): """Test get memory utilization from sensor data """ sd = self.memUtilTask.generateTelemetry() self.assertIsNotNone(sd) self.assertGreaterEqual(sd.getValue(), 0.0) logging.info("Virtual memory SensorData: %s", str(sd)) def testGetTelemetryValue(self): """Test get memory utilization """ val = self.memUtilTask.getTelemetryValue() self.assertGreaterEqual(val, 0.0) logging.info("Virtual memory utilization: %s", str(val)) if __name__ == "__main__": unittest.main()
|
Code analysis results: 🔴 Errors found: Unterminated string literal at line 16 ⚠️ Warnings: Unexpected indentation at line 17 Unexpected indentation at line 18 Unexpected indentation at line 19 Unexpected indentation at line 20 💡 Suggestions: Add closing quote at line 16
|
advanced
|
testing
|
debugging
|
Pythoncode:Python
| 5
| 1
| 1,530
| true
|
[{"role": "user", "content": "Debug this Pythoncode:Python code:\n#####\n# \n# This class is part of the Programming the Internet of Things\n# project, and is available via the MIT License, which can be\n# found in the LICENSE file at the top level of this repository.\n# \n# Copyright (c) 2020 by Andrew D. King\n# \n\nimport logging\nimport unittest\n\nfrom programmingtheiot.cda.system.SystemMemUtilTask import SystemMemUtilTask\n\nclass SystemMemUtilTaskTest(unittest.TestCase):\n\t\"\"\"\n\tThis test case class contains very basic unit tests for\n\tSystemMemUtilTask. It should not be considered complete,\n\tbut serve as a starting point for the student implementing\n\tadditional functionality within their Programming the IoT\n\tenvironment.\n\t\"\"\"\n\t\n\t@classmethod\n\tdef setUpClass(self):\n\t\tlogging.basicConfig(format = '%(asctime)s:%(module)s:%(levelname)s:%(message)s', level = logging.DEBUG)\n\t\tlogging.info(\"Testing SystemMemUtilTask class...\")\n\t\tself.memUtilTask = SystemMemUtilTask()\n\t\n\tdef setUp(self):\n\t\tpass\n\n\tdef tearDown(self):\n\t\tpass\n\t\n\t#@unittest.skip(\"Ignore for now.\")\n\tdef testGenerateTelemetry(self):\n\t\t\"\"\"Test get memory utilization from sensor data\n\t\t\"\"\"\n\t\tsd = self.memUtilTask.generateTelemetry()\n\t\t\n\t\tself.assertIsNotNone(sd)\n\t\tself.assertGreaterEqual(sd.getValue(), 0.0)\n\t\tlogging.info(\"Virtual memory SensorData: %s\", str(sd))\n\t\t\t\n\tdef testGetTelemetryValue(self):\n\t\t\"\"\"Test get memory utilization\n\t\t\"\"\"\n\t\tval = self.memUtilTask.getTelemetryValue()\n\t\t\n\t\tself.assertGreaterEqual(val, 0.0)\n\t\tlogging.info(\"Virtual memory utilization: %s\", str(val))\n\t\t\n\nif __name__ == \"__main__\":\n\tunittest.main()"}, {"role": "assistant", "content": " Code analysis results:\n\n\n\ud83d\udd34 Errors found:\n Unterminated string literal at line 16\n\n\u26a0\ufe0f Warnings:\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\n\ud83d\udca1 Suggestions:\n Add closing quote at line 16"}]
| false
| null | null | null |
9c2374c54ba5c88122db3264039ec597c5b837e3
|
TheStack--python--000.parquet
|
Fill in the in this Pythoncode:Python code: # Generated by the gRPC Python protocol compiler plugin. DO NOT EDIT! import grpc import fibcapi_pb2 as fibcapi__pb2 import fibcapis_pb2 as fibcapis__pb2 # Complete this line class FIBCApApiStub(object): # missing associated documentation comment in .proto file pass ... [45 more functiondefs truncated] ...
|
The missing line is:
|
intermediate
|
api
|
fill_in_the_blank
|
Pythoncode:Python
| 0
| 1
| 302
| true
|
[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\n# Generated by the gRPC Python protocol compiler plugin. DO NOT EDIT!\nimport grpc\n\nimport fibcapi_pb2 as fibcapi__pb2\nimport fibcapis_pb2 as fibcapis__pb2\n\n # Complete this line\nclass FIBCApApiStub(object):\n # missing associated documentation comment in .proto file\n pass\n\n\n ... [45 more functiondefs truncated] ..."}, {"role": "assistant", "content": "The missing line is:"}]
| false
| null | null | null |
9c25aa6fdaf3676c5515d5ada4dd3bbb5e192b55
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: from cymbology.identifiers.sedol import Sedol from cymbology.identifiers.cusip import Cusip, cusip_from_isin from cymbology.identifiers.isin import Isin
|
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
|
general
|
error_detection
|
Pythoncode:Python
| 0
| 0
| 152
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nfrom cymbology.identifiers.sedol import Sedol\nfrom cymbology.identifiers.cusip import Cusip, cusip_from_isin\nfrom cymbology.identifiers.isin import Isin"}, {"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
|
9c2605f1809d64546c20b13c622af83a1ba7e6e8
|
TheStack--python--000.parquet
|
Complete this incomplete Pythoncode:Python code: from marshmallow import Schema, fields from marshmallow.validate import Range, Length from sqlalchemy import Column, Integer, Boolean, DateTime from ..db import Base from ..shared.models import StringTypes # ---- Error-report class ErrorReport(Base): __tablename__ = 'error_report' id = Column(Integer, primary_key=True) description = Column(StringTypes.LONG_STRING, nullable=False) time_stamp = Column(DateTime) status_code = Column(Integer) endpoint = Column(StringTypes.MEDIUM_STRING) solved = Column(Boolean, default=False) def __repr__(self): class ErrorReportSchema(Schema): id = fields.Integer(dump_only=True, required=True, validate=Range(min=1)) description = fields.String(required=True, validate=Length(min=1)) time_stamp = fields.DateTime() status_code = fields.Integer() endpoint = fields.String() solved = fields.Boolean() ... code continues ...
|
Completion: Missing: Function missing return statement To complete: • Add return statement to function Example continuation:
|
advanced
|
api
|
incomplete_code
|
Pythoncode:Python
| 1
| 2
| 901
| true
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\nfrom marshmallow import Schema, fields\nfrom marshmallow.validate import Range, Length\nfrom sqlalchemy import Column, Integer, Boolean, DateTime\n\nfrom ..db import Base\nfrom ..shared.models import StringTypes\n\n\n# ---- Error-report\n\n\nclass ErrorReport(Base):\n __tablename__ = 'error_report'\n id = Column(Integer, primary_key=True)\n description = Column(StringTypes.LONG_STRING, nullable=False)\n time_stamp = Column(DateTime)\n status_code = Column(Integer)\n endpoint = Column(StringTypes.MEDIUM_STRING)\n solved = Column(Boolean, default=False)\n\n def __repr__(self):\n\n\nclass ErrorReportSchema(Schema):\n id = fields.Integer(dump_only=True, required=True, validate=Range(min=1))\n description = fields.String(required=True, validate=Length(min=1))\n time_stamp = fields.DateTime()\n status_code = fields.Integer()\n endpoint = fields.String()\n solved = fields.Boolean()\n\n\n ... code continues ..."}, {"role": "assistant", "content": " Completion:\n\n Missing: Function missing return statement\n\n To complete:\n \u2022 Add return statement to function\n\n Example continuation:"}]
| true
|
syntax
|
INCOMPLETE_LOGIC
|
MEDIUM
|
9c26cf2339aa7a4ef06216de7bd0bf3332068b1a
|
TheStack--python--000.parquet
|
Find the logical error in this Pythoncode:Python code: #!/bin/python3 import math import os import random import re import sys # # Complete the 'findSubstring' function below. # # The function is expected to return a STRING. # The function accepts following parameters: # 1. STRING s # 2. INTEGER k # def isVowel(x): if(x=="a" or x=='e' or x=='i' or x=='o' or x=='u'): return True return False def vowelcount(x): lowercase = x.lower() vowel_counts = {} for count in "aeiou": count = lowercase.count(vowel) vowel_counts[vowel] = count counts = vowel_counts.values() total_vowels = sum(counts) return total_vowels def findSubstring(s, k): test_str = s count = 0 sub_string = {} res = [test_str[i: j] for i in range(len(test_str)) for j in range(i+1, len(test_str)+1) if len(test_str[i:j])==k] for i in res: sub_string[i]=vowelcount(i) if sub_string.get(max(sub_string,key=sub_string.get))==0: return "Not found!" else: return str(max(sub_string,key=sub_string.get)) # Write your code here
|
Logical Error Analysis: Error Type: VARIABLE_SHADOWING Issue: Variable "count" shadows outer scope Severity: LOW Location: Line 29 Explanation: Variable name reused in nested scope - may cause confusion Fix: Use different variable name in nested scope
|
intermediate
|
testing
|
logical_errors
|
Pythoncode:Python
| 3
| 0
| 1,067
| true
|
[{"role": "user", "content": "Find the logical error in this Pythoncode:Python code:\n#!/bin/python3\n\nimport math\nimport os\nimport random\nimport re\nimport sys\n\n\n\n#\n# Complete the 'findSubstring' function below.\n#\n# The function is expected to return a STRING.\n# The function accepts following parameters:\n# 1. STRING s\n# 2. INTEGER k\n#\n\ndef isVowel(x):\n if(x==\"a\" or x=='e' or x=='i' or x=='o' or x=='u'):\n return True\n return False\n\ndef vowelcount(x):\n lowercase = x.lower()\n vowel_counts = {}\n \n for count in \"aeiou\":\n count = lowercase.count(vowel)\n vowel_counts[vowel] = count\n\n counts = vowel_counts.values()\n total_vowels = sum(counts)\n return total_vowels\n \n\n\ndef findSubstring(s, k):\n test_str = s\n count = 0 \n sub_string = {}\n res = [test_str[i: j] for i in range(len(test_str)) for j in range(i+1, len(test_str)+1) if len(test_str[i:j])==k]\n for i in res:\n sub_string[i]=vowelcount(i)\n\n if sub_string.get(max(sub_string,key=sub_string.get))==0:\n return \"Not found!\"\n else:\n return str(max(sub_string,key=sub_string.get))\n # Write your code here"}, {"role": "assistant", "content": " Logical Error Analysis:\n\n Error Type: VARIABLE_SHADOWING\n Issue: Variable \"count\" shadows outer scope\n Severity: LOW\n\n Location: Line 29\n\n Explanation: Variable name reused in nested scope - may cause confusion\n Fix: Use different variable name in nested scope"}]
| true
|
logical
|
VARIABLE_SHADOWING
|
LOW
|
9c26d711887f84da99433b770df53c3bffc460c4
|
TheStack--python--000.parquet
|
Fix this broken Pythoncode:Python code: def pearson_r2_score(y: np.ndarray, y_pred: np.ndarray) -> float: """Computes Pearson R^2 (square of Pearson correlation). Parameters ---------- y: np.ndarray ground truth array y_pred: np.ndarray predicted array Returns ------- float The Pearson-R^2 score. """ return pearsonr(y, y_pred)[0]**2 def jaccard_index(y: np.ndarray, y_pred: np.ndarray) -> float: """Computes Jaccard Index which is the Intersection Over Union metric which is commonly used in image segmentation tasks. DEPRECATED: WILL BE REMOVED IN A FUTURE VERSION OF DEEEPCHEM. USE `jaccard_score` instead. Parameters ---------- y: np.ndarray ground truth array y_pred: np.ndarray predicted array Returns ------- score: float The jaccard index. A number between 0 and 1. """ return jaccard_score(y, y_pred) def pixel_error(y: np.ndarray, y_pred: np.ndarray) -> float: """An error metric in case y, y_pred are images. Defined as 1 - the maximal F-score of pixel similarity, or squared Euclidean distance between the original and the result labels. Parameters ---------- y: np.ndarray ground truth array y_pred: np.ndarray predicted array Returns ------- score: f Error: SyntaxError / EOF
|
Fixed Code: def pearson_r2_score(y: np.ndarray, y_pred: np.ndarray) -> float: """Computes Pearson R^2 (square of Pearson correlation). Parameters ---------- y: np.ndarray ground truth array y_pred: np.ndarray predicted array Returns ------- float The Pearson-R^2 score. """ return pearsonr(y, y_pred)[0]**2 def jaccard_index(y: np.ndarray, y_pred: np.ndarray) -> float: """Computes Jaccard Index which is the Intersection Over Union metric Explanation: Complete the truncated code structure
|
advanced
|
oop
|
error_fixing
|
Pythoncode:Python
| 6
| 0
| 1,233
| false
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\ndef pearson_r2_score(y: np.ndarray, y_pred: np.ndarray) -> float:\n \"\"\"Computes Pearson R^2 (square of Pearson correlation).\n\n Parameters\n ----------\n y: np.ndarray\n ground truth array\n y_pred: np.ndarray\n predicted array\n\n Returns\n -------\n float\n The Pearson-R^2 score.\n \"\"\"\n return pearsonr(y, y_pred)[0]**2\n\n\ndef jaccard_index(y: np.ndarray, y_pred: np.ndarray) -> float:\n \"\"\"Computes Jaccard Index which is the Intersection Over Union metric\n which is commonly used in image segmentation tasks.\n\n DEPRECATED: WILL BE REMOVED IN A FUTURE VERSION OF DEEEPCHEM. USE `jaccard_score` instead.\n\n Parameters\n ----------\n y: np.ndarray\n ground truth array\n y_pred: np.ndarray\n predicted array\n\n Returns\n -------\n score: float\n The jaccard index. A number between 0 and 1.\n \"\"\"\n return jaccard_score(y, y_pred)\n\n\ndef pixel_error(y: np.ndarray, y_pred: np.ndarray) -> float:\n \"\"\"An error metric in case y, y_pred are images.\n\n Defined as 1 - the maximal F-score of pixel similarity, or squared\n Euclidean distance between the original and the result labels.\n\n Parameters\n ----------\n y: np.ndarray\n ground truth array\n y_pred: np.ndarray\n predicted array\n\n Returns\n -------\n score: f\n\n Error: SyntaxError / EOF"}, {"role": "assistant", "content": " Fixed Code:\n\n\ndef pearson_r2_score(y: np.ndarray, y_pred: np.ndarray) -> float:\n \"\"\"Computes Pearson R^2 (square of Pearson correlation).\n\n Parameters\n ----------\n y: np.ndarray\n ground truth array\n y_pred: np.ndarray\n predicted array\n\n Returns\n -------\n float\n The Pearson-R^2 score.\n \"\"\"\n return pearsonr(y, y_pred)[0]**2\n\n\ndef jaccard_index(y: np.ndarray, y_pred: np.ndarray) -> float:\n \"\"\"Computes Jaccard Index which is the Intersection Over Union metric\n\n Explanation: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
9c28065db1d863fb5b79db27e4909a5e2d4c5505
|
TheStack--python--000.parquet
|
Complete this incomplete Pythoncode:Python code: from __future__ import absolute_import import operator from collections import deque import functools from abc import ( class BaseChain(Configurable, metaclass=ABCMeta): """ The base class for all Chain objects """ chain_head_db: ChainHeadDB = None chaindb: ChainDB = None chaindb_class = None # type: Type[BaseChainDB] vm_configuration = None # type: Tuple[Tuple[int, Type[BaseVM]], ...] genesis_wallet_address: Address = None genesis_block_timestamp: Timestamp = None min_time_between_blocks: int = None # # Helpers # @classmethod @abstractmethod def get_chaindb_class(cls) -> Type[BaseChainDB]: raise NotImplementedError("Chain classes must implement this method") @abstractmethod def get_consensus_db(self, header: BlockHeader = None, timestamp: Timestamp = None) -> ConsensusDB: raise NotImplementedError("Chain classes must implement this method") ... code continues ...
|
Completion: Missing: Code truncated abruptly - unexpected end of file To complete: • Complete the truncated code structure Example continuation: @abstractmethod def enable_read_only_db(self) -> None: raise NotImplementedError("Chain classes must implement this method") #
|
advanced
|
api
|
incomplete_code
|
Pythoncode:Python
| 9
| 1
| 949
| true
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\nfrom __future__ import absolute_import\nimport operator\nfrom collections import deque\n\nimport functools\n\nfrom abc import (\nclass BaseChain(Configurable, metaclass=ABCMeta):\n \"\"\"\n The base class for all Chain objects\n \"\"\"\n chain_head_db: ChainHeadDB = None\n chaindb: ChainDB = None\n\n chaindb_class = None # type: Type[BaseChainDB]\n vm_configuration = None # type: Tuple[Tuple[int, Type[BaseVM]], ...]\n genesis_wallet_address: Address = None\n genesis_block_timestamp: Timestamp = None\n min_time_between_blocks: int = None\n\n #\n # Helpers\n #\n @classmethod\n @abstractmethod\n def get_chaindb_class(cls) -> Type[BaseChainDB]:\n raise NotImplementedError(\"Chain classes must implement this method\")\n\n @abstractmethod\n def get_consensus_db(self, header: BlockHeader = None, timestamp: Timestamp = None) -> ConsensusDB:\n raise NotImplementedError(\"Chain classes must implement this method\")\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 @abstractmethod\n def enable_read_only_db(self) -> None:\n raise NotImplementedError(\"Chain classes must implement this method\")\n\n #"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
9c2938d99163d6ef8085c36d2b63a4a8fe4a49b8
|
TheStack--python--000.parquet
|
Suggest refactoring for this Pythoncode:Python code: def transform_region(region): """ Function to create a JSON from a single region object, including information if region is live/active. :param region: The region object which should be converted :type region: ~integreat_cms.cms.models.regions.region.Region :return: data necessary for API :rtype: dict """ return { "id": region.id, "name": region.full_name, "path": region.slug, "live": region.status == region_status.ACTIVE, "prefix": region.prefix, "name_without_prefix": region.name, "plz": region.postal_code, "extras": region.offers.exists(), "events": region.events_enabled, "pois": region.locations_enabled, "push_notifications": region.push_notifications_enabled, "longitude": region.longitude, "latitude": region.latitude, "bounding_box": region.bounding_box.api_representation, "aliases": region.aliases, "tunews": region.tunews_enabled, } def transform_region_by_status(region): """ Function to create a JSON from a single "active" region object. :param region: The region object which should be converted :type region: ~integreat_cms.cms.models.regions.region.Region :return: data necessary for API :rtype: dict """ result = transform_region(region) # Remove status del result["live"] return result @json_response def regions(_): """ List all regions that are not archived and transform result into JSON :return: JSON object according to APIv3 regions endpoint definition :rtype: ~django.http.JsonResponse """ result = list( map(transform_region, Region.objects.exclude(status=region_status.ARCHIVED)) ) return JsonResponse( result, safe=False ) # Turn off Safe-Mode to allow serializing arrays @json_response def liveregions(_): """ List all regions that are not archived and transform result into JSON :return: JSON object according to APIv3 live regions endpoint definition :rtype: ~django.http.JsonResponse """ result = list( map( transform_region_by_status, Region.objects.filter(status=region_status.ACTIVE), ) ) return JsonResponse( result, safe=False ) # Turn off Safe-Mode to allow serializing arrays @json_response def hiddenregions(_): """ List all regions that are hidden and transform result into JSON :return: JSON object according to APIv3 hidden regions endpoint definition :rtype: ~django.http.JsonResponse """ result = list( map( transform_region_by_status, Region.objects.filter(status=region_status.HIDDEN), ) ) return JsonResponse( result, safe=False ) # Turn off Safe-Mode to allow serializing arrays
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Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
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intermediate
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api
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refactoring
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Pythoncode:Python
| 5
| 0
| 2,882
| false
|
[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\ndef transform_region(region):\n \"\"\"\n Function to create a JSON from a single region object, including information if region is live/active.\n\n :param region: The region object which should be converted\n :type region: ~integreat_cms.cms.models.regions.region.Region\n\n :return: data necessary for API\n :rtype: dict\n \"\"\"\n return {\n \"id\": region.id,\n \"name\": region.full_name,\n \"path\": region.slug,\n \"live\": region.status == region_status.ACTIVE,\n \"prefix\": region.prefix,\n \"name_without_prefix\": region.name,\n \"plz\": region.postal_code,\n \"extras\": region.offers.exists(),\n \"events\": region.events_enabled,\n \"pois\": region.locations_enabled,\n \"push_notifications\": region.push_notifications_enabled,\n \"longitude\": region.longitude,\n \"latitude\": region.latitude,\n \"bounding_box\": region.bounding_box.api_representation,\n \"aliases\": region.aliases,\n \"tunews\": region.tunews_enabled,\n }\n\n\ndef transform_region_by_status(region):\n \"\"\"\n Function to create a JSON from a single \"active\" region object.\n\n :param region: The region object which should be converted\n :type region: ~integreat_cms.cms.models.regions.region.Region\n\n :return: data necessary for API\n :rtype: dict\n \"\"\"\n result = transform_region(region)\n # Remove status\n del result[\"live\"]\n return result\n\n\n@json_response\ndef regions(_):\n \"\"\"\n List all regions that are not archived and transform result into JSON\n\n :return: JSON object according to APIv3 regions endpoint definition\n :rtype: ~django.http.JsonResponse\n \"\"\"\n result = list(\n map(transform_region, Region.objects.exclude(status=region_status.ARCHIVED))\n )\n return JsonResponse(\n result, safe=False\n ) # Turn off Safe-Mode to allow serializing arrays\n\n\n@json_response\ndef liveregions(_):\n \"\"\"\n List all regions that are not archived and transform result into JSON\n\n :return: JSON object according to APIv3 live regions endpoint definition\n :rtype: ~django.http.JsonResponse\n \"\"\"\n result = list(\n map(\n transform_region_by_status,\n Region.objects.filter(status=region_status.ACTIVE),\n )\n )\n return JsonResponse(\n result, safe=False\n ) # Turn off Safe-Mode to allow serializing arrays\n\n\n@json_response\ndef hiddenregions(_):\n \"\"\"\n List all regions that are hidden and transform result into JSON\n\n :return: JSON object according to APIv3 hidden regions endpoint definition\n :rtype: ~django.http.JsonResponse\n \"\"\"\n result = list(\n map(\n transform_region_by_status,\n Region.objects.filter(status=region_status.HIDDEN),\n )\n )\n return JsonResponse(\n result, safe=False\n ) # Turn off Safe-Mode to allow serializing arrays"}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
9c29bc02bf13f97d4663f0060faece281922045c
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TheStack--python--000.parquet
|
Debug this Pythoncode:Python code: import copy import os from cli.src.Config import Config from cli.src.helpers.build_io import (get_ansible_path, class AnsibleVarsGenerator(Step): def __init__(self, inventory_creator=None, inventory_upgrade=None): super().__init__(__name__) self.inventory_creator = inventory_creator self.inventory_upgrade = inventory_upgrade self.roles_with_generated_vars = [] self.manifest_docs = [] if inventory_creator is not None and inventory_upgrade is None: self.cluster_model = inventory_creator.cluster_model self.config_docs = [self.cluster_model] + inventory_creator.config_docs elif inventory_upgrade is not None and inventory_creator is None: self.cluster_model = inventory_upgrade.cluster_model self.config_docs = [] defaults = load_all_schema_objs_from_directory(types.DEFAULT, 'common', 'configuration') for default in defaults: config_doc = select_first(inventory_upgrade.config_docs, lambda x: x.kind == default.kind) if config_doc is None: self.config_docs.append(default) else: self.config_docs.append(config_doc) self.manifest_docs = inventory_upgrade.manifest_docs else: raise Exception('Invalid AnsibleVarsGenerator configuration') def __enter__(self): super().__enter__() return self def __exit__(self, exc_type, exc_value, traceback): pass ... [9 more functiondefs truncated] ...
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Code analysis results: 🔴 Errors found: Code truncated in middle of expression - unexpected EOF Unclosed '(' at line 5 - expected ')' Block at line 6 has no indented body SyntaxError: '(' was never closed at line 5 ⚠️ Warnings: Unexpected indentation at line 12 Unexpected indentation at line 13 Unexpected indentation at line 14 Unexpected indentation at line 18 💡 Suggestions: Complete the expression on the last line Add closing ')' bracket Review code syntax
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advanced
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ui
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debugging
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Pythoncode:Python
| 3
| 1
| 1,589
| true
|
[{"role": "user", "content": "Debug this Pythoncode:Python code:\nimport copy\nimport os\n\nfrom cli.src.Config import Config\nfrom cli.src.helpers.build_io import (get_ansible_path,\nclass AnsibleVarsGenerator(Step):\n\n def __init__(self, inventory_creator=None, inventory_upgrade=None):\n super().__init__(__name__)\n\n self.inventory_creator = inventory_creator\n self.inventory_upgrade = inventory_upgrade\n self.roles_with_generated_vars = []\n self.manifest_docs = []\n\n if inventory_creator is not None and inventory_upgrade is None:\n self.cluster_model = inventory_creator.cluster_model\n self.config_docs = [self.cluster_model] + inventory_creator.config_docs\n elif inventory_upgrade is not None and inventory_creator is None:\n self.cluster_model = inventory_upgrade.cluster_model\n self.config_docs = []\n defaults = load_all_schema_objs_from_directory(types.DEFAULT, 'common', 'configuration')\n for default in defaults:\n config_doc = select_first(inventory_upgrade.config_docs, lambda x: x.kind == default.kind)\n if config_doc is None:\n self.config_docs.append(default)\n else:\n self.config_docs.append(config_doc)\n self.manifest_docs = inventory_upgrade.manifest_docs\n else:\n raise Exception('Invalid AnsibleVarsGenerator configuration')\n\n def __enter__(self):\n super().__enter__()\n return self\n\n def __exit__(self, exc_type, exc_value, traceback):\n pass\n\n\n ... [9 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 Unclosed '(' at line 5 - expected ')'\n Block at line 6 has no indented body\n SyntaxError: '(' was never closed at line 5\n\n\u26a0\ufe0f Warnings:\n Unexpected indentation at line 12\n Unexpected indentation at line 13\n Unexpected indentation at line 14\n Unexpected indentation at line 18\n\n\ud83d\udca1 Suggestions:\n Complete the expression on the last line\n Add closing ')' bracket\n Review code syntax"}]
| false
| null | null | null |
9c2a4913dd37bcfdaee2efb5a4e62c145d6170b0
|
TheStack--python--000.parquet
|
Complete this incomplete Pythoncode:Python code: from unittest import TestCase from snail import snail class TestSnail(TestCase): def test_snail_001(self): self.assertEqual(snail([[]]), []) def test_snail_002(self): self.assertEqual(snail([[1]]), [1]) ... code continues ...
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Completion: Missing: Code truncated abruptly - unexpected end of file To complete: • Complete the truncated code structure Example continuation: def test_snail_003(self): self.assertEqual(snail([[1, 2, 3], [4, 5, 6], [7, 8, 9]]), [1, 2, 3, 6, 9, 8, 7, 4, 5])
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advanced
|
testing
|
incomplete_code
|
Pythoncode:Python
| 6
| 1
| 239
| true
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\nfrom unittest import TestCase\n\nfrom snail import snail\n\n\nclass TestSnail(TestCase):\n \n def test_snail_001(self):\n self.assertEqual(snail([[]]), [])\n \n def test_snail_002(self):\n self.assertEqual(snail([[1]]), [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 def test_snail_003(self):\n self.assertEqual(snail([[1, 2, 3], [4, 5, 6], [7, 8, 9]]),\n [1, 2, 3, 6, 9, 8, 7, 4, 5])"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
9c2b5cff1157d02c2e830e9f89af05add8167ae9
|
TheStack--python--000.parquet
|
Complete this Pythoncode:Python code: # Copyright 2021 Google LLC # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # 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 def _from_datetime(t: datetime.datetime) -> float: if not t.tzinfo: raise _jwt_error.JwtInvalidError('datetime must have tzinfo') return t.timestamp() def _to_datetime(timestamp: float) -> datetime.datetime: return datetime.datetime.fromtimestamp(timestamp, datetime.timezone.utc) def _validate_custom_claim_name(name: Text) -> None: if name in _REGISTERED_NAMES: raise _jwt_error.JwtInvalidError( 'registered name %s cannot be custom claim name' % name) class RawJwt(object): """A raw JSON Web Token (JWT). It can be signed to obtain a compact JWT. It is also used as a parse token that has not yet been verified. """ def __new__(cls): raise core.TinkError('RawJwt cannot be instantiated directly.') def __init__(self, type_header: Optional[Text], payload: Dict[Text, Any]) -> None: # No need to copy payload, because only create and from_json_payload # call this method.
|
if not isinstance(payload, Dict): raise _jwt_error.JwtInvalidError('payload must be a dict') self._type_header = type_header self._payload = payload self._validate_string_claim('iss') self._validate_string_claim('sub') self._validate_string_claim('jti') self._validate_timestamp_claim('exp') self._validate_timestamp_claim('nbf') self._validate_timestamp_claim('iat') self._validate_audience_claim() def _validate_string_claim(self, name: Text): if name in self._payload: if not isinstance(self._payload[name], Text): raise _jwt_error.JwtInvalidError('claim %s must be a String' % name) def _validate_timestamp_claim(self, name: Text): if name in self._payload: timestamp = self._payload[name] if not isinstance(timestamp, (int, float)): raise _jwt_error.JwtInvalidError('claim %s must be a Number' % name) if timestamp > _MAX_TIMESTAMP_VALUE or timestamp < 0: raise _jwt_error.JwtInvalidError( 'timestamp of claim %s is out of range' % name) ... [22 more functiondefs truncated] ...
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advanced
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api
|
code_completion
|
Pythoncode:Python
| 7
| 1
| 2,648
| false
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\n# Copyright 2021 Google LLC\n#\n# Licensed under the Apache License, Version 2.0 (the \"License\");\n# you may not use this file except in compliance with the License.\n# You may obtain a copy of the License at\n#\n# 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\ndef _from_datetime(t: datetime.datetime) -> float:\n if not t.tzinfo:\n raise _jwt_error.JwtInvalidError('datetime must have tzinfo')\n return t.timestamp()\n\n\ndef _to_datetime(timestamp: float) -> datetime.datetime:\n return datetime.datetime.fromtimestamp(timestamp, datetime.timezone.utc)\n\n\ndef _validate_custom_claim_name(name: Text) -> None:\n if name in _REGISTERED_NAMES:\n raise _jwt_error.JwtInvalidError(\n 'registered name %s cannot be custom claim name' % name)\n\n\nclass RawJwt(object):\n \"\"\"A raw JSON Web Token (JWT).\n\n It can be signed to obtain a compact JWT. It is also used as a parse token\n that has not yet been verified.\n \"\"\"\n\n def __new__(cls):\n raise core.TinkError('RawJwt cannot be instantiated directly.')\n\n def __init__(self, type_header: Optional[Text], payload: Dict[Text,\n Any]) -> None:\n # No need to copy payload, because only create and from_json_payload\n # call this method."}, {"role": "assistant", "content": "\n if not isinstance(payload, Dict):\n raise _jwt_error.JwtInvalidError('payload must be a dict')\n self._type_header = type_header\n self._payload = payload\n self._validate_string_claim('iss')\n self._validate_string_claim('sub')\n self._validate_string_claim('jti')\n self._validate_timestamp_claim('exp')\n self._validate_timestamp_claim('nbf')\n self._validate_timestamp_claim('iat')\n self._validate_audience_claim()\n\n def _validate_string_claim(self, name: Text):\n if name in self._payload:\n if not isinstance(self._payload[name], Text):\n raise _jwt_error.JwtInvalidError('claim %s must be a String' % name)\n\n def _validate_timestamp_claim(self, name: Text):\n if name in self._payload:\n timestamp = self._payload[name]\n if not isinstance(timestamp, (int, float)):\n raise _jwt_error.JwtInvalidError('claim %s must be a Number' % name)\n if timestamp > _MAX_TIMESTAMP_VALUE or timestamp < 0:\n raise _jwt_error.JwtInvalidError(\n 'timestamp of claim %s is out of range' % name)\n\n\n ... [22 more functiondefs truncated] ..."}]
| false
| null | null | null |
9c2c850b8212d47e83a1fb645622cfcbef2e844f
|
TheStack--python--000.parquet
|
Review this Pythoncode:Python code: import pytest from plenum.server.view_change.view_changer import ViewChanger from stp_core.common.log import getlogger from plenum.test.pool_transactions.helper import start_not_added_node, add_started_node logger = getlogger() @pytest.fixture(scope="module", autouse=True) def tconf(tconf): old_vc_timeout = tconf.VIEW_CHANGE_TIMEOUT tconf.VIEW_CHANGE_TIMEOUT = 10 yield tconf tconf.VIEW_CHANGE_TIMEOUT = old_vc_timeout def test_no_instance_change_on_primary_disconnection_for_not_ready_node( looper, txnPoolNodeSet, tdir, tconf, allPluginsPath, sdk_pool_handle, sdk_wallet_steward): """ Test steps: 1. create a new node, but don't add it to the pool (so not send NODE txn), so that the node is not ready. 2. wait for more than VIEW_CHANGE_TIMEOUT (a timeout for initial check for disconnected primary) 3. make sure no InstanceChange sent by the new node 4. add the node to the pool (send NODE txn) and make sure that the node is ready now. 5. wait for more than VIEW_CHANGE_TIMEOUT (a timeout for initial check for disconnected primary) 6. make sure no InstanceChange sent by the new node """ # 1. create a new node, but don't add it to the pool (so not send NODE txn), so that the node is not ready. sigseed, bls_key, new_node, node_ha, client_ha = \ start_not_added_node(looper, tdir, tconf, allPluginsPath, "TestTheta") # 2. wait for more than VIEW_CHANGE_TIMEOUT (a timeout for initial check for disconnected primary) looper.runFor(tconf.VIEW_CHANGE_TIMEOUT + 2) # 3. make sure no InstanceChange sent by the new node assert 0 == new_node.view_changer.spylog.count(ViewChanger.sendInstanceChange.__name__) logger.info("Start added node {}".format(new_node)) # 4. add the node to the pool (send NODE txn) and make sure that the node is ready now. add_started_node(looper, new_node, node_ha, client_ha, txnPoolNodeSet, sdk_pool_handle, sdk_wallet_steward, bls_key) # 5. wait for more than VIEW_CHANGE_TIMEOUT (a timeout for initial check for disconnected primary) looper.runFor(tconf.VIEW_CHANGE_TIMEOUT + 2) # 6. make sure no InstanceChange sent by the new node assert 0 == new_node.view_changer.spylog.count(ViewChanger.sendInstanceChange.__name__)
|
Code Review: ❌ Critical issues: Unterminated string literal at line 22 ⚠️ Code quality: Unexpected indentation at line 14 Unexpected indentation at line 15 Unexpected indentation at line 16 Unexpected indentation at line 20 Unexpected indentation at line 21 Unexpected indentation at line 23 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 33 Unexpected indentation at line 34 Unexpected indentation at line 35 Unexpected indentation at line 36 Unexpected indentation at line 39 Unexpected indentation at line 42 Unexpected indentation at line 47 Unexpected indentation at line 48 Unexpected indentation at line 49 Unexpected indentation at line 50 Unexpected indentation at line 51 Unexpected indentation at line 52 Unexpected indentation at line 53 Unexpected indentation at line 54 Unexpected indentation at line 57 Unexpected indentation at line 60 ✨ Improvements: Add closing quote at line 22 Add docstring to function 'tconf'
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intermediate
|
testing
|
code_review
|
Pythoncode:Python
| 2
| 0
| 2,501
| true
|
[{"role": "user", "content": "Review this Pythoncode:Python code:\nimport pytest\n\nfrom plenum.server.view_change.view_changer import ViewChanger\n\nfrom stp_core.common.log import getlogger\nfrom plenum.test.pool_transactions.helper import start_not_added_node, add_started_node\n\nlogger = getlogger()\n\n\n@pytest.fixture(scope=\"module\", autouse=True)\ndef tconf(tconf):\n old_vc_timeout = tconf.VIEW_CHANGE_TIMEOUT\n tconf.VIEW_CHANGE_TIMEOUT = 10\n yield tconf\n tconf.VIEW_CHANGE_TIMEOUT = old_vc_timeout\n\n\ndef test_no_instance_change_on_primary_disconnection_for_not_ready_node(\n looper, txnPoolNodeSet, tdir, tconf,\n allPluginsPath, sdk_pool_handle, sdk_wallet_steward):\n \"\"\"\n Test steps:\n 1. create a new node, but don't add it to the pool (so not send NODE txn), so that the node is not ready.\n 2. wait for more than VIEW_CHANGE_TIMEOUT (a timeout for initial check for disconnected primary)\n 3. make sure no InstanceChange sent by the new node\n 4. add the node to the pool (send NODE txn) and make sure that the node is ready now.\n 5. wait for more than VIEW_CHANGE_TIMEOUT (a timeout for initial check for disconnected primary)\n 6. make sure no InstanceChange sent by the new node\n \"\"\"\n\n # 1. create a new node, but don't add it to the pool (so not send NODE txn), so that the node is not ready.\n sigseed, bls_key, new_node, node_ha, client_ha = \\\n start_not_added_node(looper,\n tdir, tconf, allPluginsPath,\n \"TestTheta\")\n\n # 2. wait for more than VIEW_CHANGE_TIMEOUT (a timeout for initial check for disconnected primary)\n looper.runFor(tconf.VIEW_CHANGE_TIMEOUT + 2)\n\n # 3. make sure no InstanceChange sent by the new node\n assert 0 == new_node.view_changer.spylog.count(ViewChanger.sendInstanceChange.__name__)\n\n logger.info(\"Start added node {}\".format(new_node))\n\n # 4. add the node to the pool (send NODE txn) and make sure that the node is ready now.\n add_started_node(looper,\n new_node,\n node_ha,\n client_ha,\n txnPoolNodeSet,\n sdk_pool_handle,\n sdk_wallet_steward,\n bls_key)\n\n # 5. wait for more than VIEW_CHANGE_TIMEOUT (a timeout for initial check for disconnected primary)\n looper.runFor(tconf.VIEW_CHANGE_TIMEOUT + 2)\n\n # 6. make sure no InstanceChange sent by the new node\n assert 0 == new_node.view_changer.spylog.count(ViewChanger.sendInstanceChange.__name__)"}, {"role": "assistant", "content": " Code Review:\n\n\n\u274c Critical issues:\n Unterminated string literal at line 22\n\n\u26a0\ufe0f Code quality:\n Unexpected indentation at line 14\n Unexpected indentation at line 15\n Unexpected indentation at line 16\n Unexpected indentation at line 20\n Unexpected indentation at line 21\n Unexpected indentation at line 23\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 33\n Unexpected indentation at line 34\n Unexpected indentation at line 35\n Unexpected indentation at line 36\n Unexpected indentation at line 39\n Unexpected indentation at line 42\n Unexpected indentation at line 47\n Unexpected indentation at line 48\n Unexpected indentation at line 49\n Unexpected indentation at line 50\n Unexpected indentation at line 51\n Unexpected indentation at line 52\n Unexpected indentation at line 53\n Unexpected indentation at line 54\n Unexpected indentation at line 57\n Unexpected indentation at line 60\n\n\u2728 Improvements:\n Add closing quote at line 22\n Add docstring to function 'tconf'"}]
| false
| null | null | null |
9c2cb9849ca550c888fd888e8fc11648dd0f1d72
|
TheStack--python--000.parquet
|
Complete this incomplete Pythoncode:Python code: from abc import ABC, abstractclassmethod from model.response import ResponseModel ... code continues ...
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Completion: Missing: Code truncated abruptly - unexpected end of file To complete: • Complete the truncated code structure Example continuation: class CacheInterface(ABC): @abstractclassmethod async def get(cls, url: str) -> ResponseModel: pass
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intermediate
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machine_learning
|
incomplete_code
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Pythoncode:Python
| 0
| 1
| 83
| true
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\nfrom abc import ABC, abstractclassmethod\n\nfrom model.response import ResponseModel\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\nclass CacheInterface(ABC):\n @abstractclassmethod\n async def get(cls, url: str) -> ResponseModel: pass"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
9c2cc3afd9b6c1b92e54b37f0abed285dd347905
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: class JSONConfigurationFileTests(ConfigurationBaseFileTests): def test_get_methods(self): config_data = JSONConfigurationFile() self.assertIsNotNone(config_data) configuration = config_data.load_from_text(""" { "brain": { "overrides": { "allow_system_aiml": true, "allow_learn_aiml": true, "allow_learnf_aiml":
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Error Analysis: Error Type: MID_STRING Error: SyntaxError: unterminated string literal Detected Errors: • Unterminated string literal at line 6 • Unclosed '{' at line 7 - expected '}' • Unclosed '{' at line 8 - expected '}' Fix: Close the string literal with matching quote
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advanced
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testing
|
error_detection
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Pythoncode:Python
| 3
| 1
| 389
| false
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nclass JSONConfigurationFileTests(ConfigurationBaseFileTests):\n\n def test_get_methods(self):\n config_data = JSONConfigurationFile()\n self.assertIsNotNone(config_data)\n configuration = config_data.load_from_text(\"\"\"\n{\n \"brain\": {\n \"overrides\": { \n \"allow_system_aiml\": true,\n \"allow_learn_aiml\": true,\n \"allow_learnf_aiml\":"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: MID_STRING\n Error: SyntaxError: unterminated string literal\n\n Detected Errors:\n \u2022 Unterminated string literal at line 6\n \u2022 Unclosed '{' at line 7 - expected '}'\n \u2022 Unclosed '{' at line 8 - expected '}'\n\n Fix: Close the string literal with matching quote"}]
| true
|
syntax
|
MID_STRING
|
CRITICAL
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9c2cdfaea02de247b5a0a427743330312fb34eb8
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TheStack--python--000.parquet
|
Review this Pythoncode:Python code: import math from typing import List def jump_search(array: List[int], value: int) -> int: """ Performs a jump search on a list of integers. :param array: is the array to search. :param value: is the value to search. :return: the index of the value, or -1 if it doesn't exist.' """ if len(array) == 0: return -1 block_size = get_block_size(array) # Pointers for traversing the array start_pointer = 0 next_pointer = block_size while (start_pointer < len(array)) and (array[next_pointer - 1] < value): start_pointer = next_pointer next_pointer += block_size # Prevent next from going out of bounds if next_pointer > len(array): next_pointer = len(array) # Linear search through the relevant block for i in range(start_pointer, next_pointer): if array[i] == value: return i return -1 def get_block_size(array: List[int]) -> int: """ Gets the block size of an array for jump search. The block size is the square root of the length of the array. We then calculate the absolute value of this block size, because we're using the value as index pointer, and negative values do not make sense here. This value is then floored to act as index pointer in the array. :param array: is the array to search. :return: the block size to be used in jump search. """ return math.floor(abs(math.sqrt(len(array)))) if __name__ == '__main__': # Array must be sorted in order for binary search to work array = [3, 5, 6, 9, 11, 18, 20, 21, 24, 30] print(array) index = jump_search(array, 31) print(index)
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Code Review: ❌ Critical issues: Unterminated string literal at line 6 ⚠️ Code quality: 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 14 Unexpected indentation at line 17 Unexpected indentation at line 18 Unexpected indentation at line 22 Unexpected indentation at line 25 Unexpected indentation at line 29 Unexpected indentation at line 38 Unexpected indentation at line 39 Unexpected indentation at line 42 Unexpected indentation at line 45 Unexpected indentation at line 46 Unexpected indentation at line 47 Unexpected indentation at line 48 Unexpected indentation at line 53 Unexpected indentation at line 54 ✨ Improvements: Add closing quote at line 6 Remove debug print() at line 54 before production Remove debug print() at line 58 before production
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intermediate
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database
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code_review
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Pythoncode:Python
| 2
| 0
| 1,688
| true
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[{"role": "user", "content": "Review this Pythoncode:Python code:\nimport math\nfrom typing import List\n\n\ndef jump_search(array: List[int], value: int) -> int:\n \"\"\"\n Performs a jump search on a list of integers.\n :param array: is the array to search.\n :param value: is the value to search.\n :return: the index of the value, or -1 if it doesn't exist.'\n \"\"\"\n if len(array) == 0:\n return -1\n block_size = get_block_size(array)\n\n # Pointers for traversing the array\n start_pointer = 0\n next_pointer = block_size\n\n while (start_pointer < len(array)) and (array[next_pointer - 1] < value):\n start_pointer = next_pointer\n next_pointer += block_size\n\n # Prevent next from going out of bounds\n if next_pointer > len(array):\n next_pointer = len(array)\n\n # Linear search through the relevant block\n for i in range(start_pointer, next_pointer):\n if array[i] == value:\n return i\n\n return -1\n\n\ndef get_block_size(array: List[int]) -> int:\n \"\"\"\n Gets the block size of an array for jump search.\n The block size is the square root of the length of the array.\n\n We then calculate the absolute value of this block size, because we're using the value as\n index pointer, and negative values do not make sense here.\n\n This value is then floored to act as index pointer in the array.\n :param array: is the array to search.\n :return: the block size to be used in jump search.\n \"\"\"\n return math.floor(abs(math.sqrt(len(array))))\n\n\nif __name__ == '__main__':\n # Array must be sorted in order for binary search to work\n array = [3, 5, 6, 9, 11, 18, 20, 21, 24, 30]\n print(array)\n\n index = jump_search(array, 31)\n\n print(index)"}, {"role": "assistant", "content": " Code Review:\n\n\n\u274c Critical issues:\n Unterminated string literal at line 6\n\n\u26a0\ufe0f Code quality:\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 14\n Unexpected indentation at line 17\n Unexpected indentation at line 18\n Unexpected indentation at line 22\n Unexpected indentation at line 25\n Unexpected indentation at line 29\n Unexpected indentation at line 38\n Unexpected indentation at line 39\n Unexpected indentation at line 42\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 53\n Unexpected indentation at line 54\n\n\u2728 Improvements:\n Add closing quote at line 6\n Remove debug print() at line 54 before production\n Remove debug print() at line 58 before production"}]
| false
| null | null | null |
9c2d9e0a79b8d15e42eda3577f2435526ea67e86
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TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: # Copyright Pincer 2021-Present # Full MIT License can be found in `LICENSE` at the project root. from __future__ import annotations from dataclasses import dataclass from enum import IntEnum from typing import List, Optional, TYPE_CHECKING from ...utils.api_object import APIObject from ...utils.types import MISSING class StickerType(IntEnum): """ Displays from where the sticker comes from. :param STANDARD: Sticker is included in the default Discord sticker pack. :param GUILD: Sticker is a custom sticker from a discord server. """ STANDARD = 1 GUILD = 2 class StickerFormatType(IntEnum): """ The type of the sticker. :param PNG: Sticker is of PNG format. :param APNG: Sticker is animated with APNG format. :param LOTTIE: Sticker is animated with with LOTTIE format. (vector based) """ PNG = 1 APNG = 2 LOTTIE = 3 @dataclass class Sticker(APIObject): """ Represents a Discord sticker. :param description: description of the sticker :param format_type: type of sticker format :par
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Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Detected Errors: • Unterminated string literal at line 14 • SyntaxError: unterminated triple-quoted string literal (detected at line 56) at line 47 Fix: Complete the truncated code structure
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advanced
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api
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error_detection
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Pythoncode:Python
| 0
| 4
| 1,140
| true
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[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\n# Copyright Pincer 2021-Present\n# Full MIT License can be found in `LICENSE` at the project root.\n\nfrom __future__ import annotations\n\nfrom dataclasses import dataclass\nfrom enum import IntEnum\nfrom typing import List, Optional, TYPE_CHECKING\n\nfrom ...utils.api_object import APIObject\nfrom ...utils.types import MISSING\n\nclass StickerType(IntEnum):\n \"\"\"\n Displays from where the sticker comes from.\n\n :param STANDARD:\n Sticker is included in the default Discord sticker pack.\n\n :param GUILD:\n Sticker is a custom sticker from a discord server.\n \"\"\"\n STANDARD = 1\n GUILD = 2\n\n\nclass StickerFormatType(IntEnum):\n \"\"\"\n The type of the sticker.\n\n :param PNG:\n Sticker is of PNG format.\n\n :param APNG:\n Sticker is animated with APNG format.\n\n :param LOTTIE:\n Sticker is animated with with LOTTIE format. (vector based)\n \"\"\"\n PNG = 1\n APNG = 2\n LOTTIE = 3\n\n\n@dataclass\nclass Sticker(APIObject):\n \"\"\"\n Represents a Discord sticker.\n\n :param description:\n description of the sticker\n\n :param format_type:\n type of sticker format\n\n :par"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: HARD_CUT\n Error: SyntaxError / EOF\n\n Detected Errors:\n \u2022 Unterminated string literal at line 14\n \u2022 SyntaxError: unterminated triple-quoted string literal (detected at line 56) at line 47\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
|
9c2e7f928242ca7ff6d49135cef52a68297eec05
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TheStack--python--000.parquet
|
Repair the syntax errors in this Pythoncode:Python code: from django.views.generic import \ UpdateView as BaseUpdateView class UpdateView(BaseUpdateView): template_name_suffix = '_form_update'
|
Syntax Analysis: Fixes: • Add docstring to class 'UpdateView'
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beginner
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database
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syntax_repair
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Pythoncode:Python
| 0
| 1
| 147
| true
|
[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\nfrom django.views.generic import \\\n UpdateView as BaseUpdateView\n\n\nclass UpdateView(BaseUpdateView):\n template_name_suffix = '_form_update'"}, {"role": "assistant", "content": " Syntax Analysis:\n\n\n Fixes:\n \u2022 Add docstring to class 'UpdateView'"}]
| true
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syntax
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MID_STRING
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CRITICAL
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9c2f576718895138632a90d08831ce15358276a1
|
TheStack--python--000.parquet
|
Explain this Pythoncode:Python code: import torch import lib.modeling.resnet as resnet import lib.modeling.semseg_heads as snet import torch.nn as nn import torch.optim as optim import utils.resnet_weights_helper as resnet_utils from torch.autograd import Variable from roi_data.loader import RoiDataLoader, MinibatchSampler, collate_minibatch, collate_minibatch_semseg from datasets.roidb import combined_roidb_for_training, combined_roidb_for_training_semseg import os import numpy as np import nn as mynn import cv2 from modeling.model_builder_3DSD import Generalized_3DSD from modeling.model_builder_PSP3D import DispSeg from core.config import cfg, cfg_from_file, cfg_from_list, assert_and_infer_cfg #load net class load_net(nn.Module): def __init__(self): super(load_net, self).__init__() build=snet.ModelBuilder() fc_dim = 2048 self.encoder = build.build_encoder( arch= 'resnet50_dilated8', fc_dim=fc_dim) self.decoder = build.build_decoder( arch = 'ppm_bilinear', num_class=19, fc_dim=fc_dim, use_softmax=False) def _init_modules(self): resnet_utils.load_pretrained_imagenet_weights(self) def forward(self, data): pred=self.decoder(self.encoder(data, return_feature_maps=True)) pred = nn.functional.interpolate( pred, size=[128,128], mode='bilinear', align_corners=False) pred = nn.functional.log_softmax(pred, dim=1) return pred ... [1 more functiondefs truncated] ...
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Functions: __init__, _init_modules, forward Classes: load_net 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
| 1,580
| true
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[{"role": "user", "content": "Explain this Pythoncode:Python code:\nimport torch\nimport lib.modeling.resnet as resnet\nimport lib.modeling.semseg_heads as snet\nimport torch.nn as nn\nimport torch.optim as optim\nimport utils.resnet_weights_helper as resnet_utils\nfrom torch.autograd import Variable\nfrom roi_data.loader import RoiDataLoader, MinibatchSampler, collate_minibatch, collate_minibatch_semseg\nfrom datasets.roidb import combined_roidb_for_training, combined_roidb_for_training_semseg\nimport os\nimport numpy as np\nimport nn as mynn\nimport cv2\nfrom modeling.model_builder_3DSD import Generalized_3DSD\nfrom modeling.model_builder_PSP3D import DispSeg\nfrom core.config import cfg, cfg_from_file, cfg_from_list, assert_and_infer_cfg\n\n#load net\nclass load_net(nn.Module):\n def __init__(self):\n super(load_net, self).__init__()\n\n build=snet.ModelBuilder()\n fc_dim = 2048\n self.encoder = build.build_encoder(\n arch= 'resnet50_dilated8',\n fc_dim=fc_dim)\n self.decoder = build.build_decoder(\n arch = 'ppm_bilinear',\n num_class=19,\n fc_dim=fc_dim,\n use_softmax=False)\n def _init_modules(self):\n resnet_utils.load_pretrained_imagenet_weights(self)\n\n def forward(self, data):\n pred=self.decoder(self.encoder(data, return_feature_maps=True))\n \n pred = nn.functional.interpolate(\n pred, size=[128,128],\n mode='bilinear', align_corners=False)\n pred = nn.functional.log_softmax(pred, dim=1)\n return pred\n\n ... [1 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Functions: __init__, _init_modules, forward\n Classes: load_net\n This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
9c2faa49ef48fc93a9aff0f5610c889ba1ee0f3a
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TheStack--python--000.parquet
|
Suggest refactoring for this Pythoncode:Python code: import json from regenesis.queries import get_cubes, get_all_dimensions, get_dimensions from pprint import pprint def generate_dimensions(): dimensions = [] for dimension in get_all_dimensions(): pprint (dimension) if dimension.get('measure_type').startswith('W-'): continue attrs = ['name', 'label'] if 'ZI' in dimension.get('measure_type'): attrs = ['text', 'from', 'until'] dim = { 'name': dimension.get('name'), 'label': dimension.get('title_de'), 'description': dimension.get('definition_de'), 'attributes': attrs } dimensions.append(dim) return dimensions def generate_cubes(): cubes = [] for cube in get_cubes(): dimensions = [] measures = [] joins = [] mappings = {} cube_name = cube.get('cube_name') for dim in get_dimensions(cube_name): dn = dim.get('dim_name') if dim.get('dim_measure_type').startswith('W-'): measures.append(dn) continue dimensions.append(dn) if dim.get('dim_measure_type').startswith('ZI-'): mappings[dn + '.text'] = 'fact_%s.%s' % (cube_name, dn) mappings[dn + '.from'] = 'fact_%s.%s_from' % (cube_name, dn) mappings[dn + '.until'] = 'fact_%s.%s_until' % (cube_name, dn) else: tn = 'tbl_' + dn joins.append({ 'master': dn, 'detail': 'value.value_id', 'alias': tn }) mappings[dn + '.name'] = tn + '.name' mappings[dn + '.label'] = tn + '.title_de' cubes.append({ 'dimensions': dimensions, 'measures': measures, 'mappings': mappings, 'joins': joins, 'fact': 'fact_%s' % cube_name, 'name': cube.get('cube_name'), 'label': cube.get('statistic_title_de'), 'description': cube.get('statistic_description_de'), }) return cubes def generate_model(): model = { 'dimensions': generate_dimensions(), 'cubes': generate_cubes(), 'locale': 'de' } pprint(model) return model if __name__ == '__main__': with open('model.json', 'wb') as fh: model = generate_model() json.dump(model, fh, indent=2)
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Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
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intermediate
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machine_learning
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refactoring
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Pythoncode:Python
| 3
| 0
| 2,511
| true
|
[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\nimport json\nfrom regenesis.queries import get_cubes, get_all_dimensions, get_dimensions\nfrom pprint import pprint\n\n\ndef generate_dimensions():\n dimensions = []\n for dimension in get_all_dimensions():\n pprint (dimension)\n if dimension.get('measure_type').startswith('W-'):\n continue\n attrs = ['name', 'label']\n if 'ZI' in dimension.get('measure_type'):\n attrs = ['text', 'from', 'until']\n dim = {\n 'name': dimension.get('name'),\n 'label': dimension.get('title_de'),\n 'description': dimension.get('definition_de'),\n 'attributes': attrs\n }\n dimensions.append(dim)\n return dimensions\n\n\ndef generate_cubes():\n cubes = []\n for cube in get_cubes():\n dimensions = []\n measures = []\n joins = []\n mappings = {}\n cube_name = cube.get('cube_name')\n for dim in get_dimensions(cube_name):\n dn = dim.get('dim_name')\n if dim.get('dim_measure_type').startswith('W-'):\n measures.append(dn)\n continue\n \n dimensions.append(dn)\n if dim.get('dim_measure_type').startswith('ZI-'):\n mappings[dn + '.text'] = 'fact_%s.%s' % (cube_name, dn)\n mappings[dn + '.from'] = 'fact_%s.%s_from' % (cube_name, dn)\n mappings[dn + '.until'] = 'fact_%s.%s_until' % (cube_name, dn)\n else:\n tn = 'tbl_' + dn\n joins.append({\n 'master': dn,\n 'detail': 'value.value_id',\n 'alias': tn\n })\n mappings[dn + '.name'] = tn + '.name'\n mappings[dn + '.label'] = tn + '.title_de'\n\n \n cubes.append({\n 'dimensions': dimensions,\n 'measures': measures,\n 'mappings': mappings,\n 'joins': joins,\n 'fact': 'fact_%s' % cube_name,\n 'name': cube.get('cube_name'),\n 'label': cube.get('statistic_title_de'),\n 'description': cube.get('statistic_description_de'),\n })\n return cubes\n\n\ndef generate_model():\n model = {\n 'dimensions': generate_dimensions(),\n 'cubes': generate_cubes(),\n 'locale': 'de'\n }\n pprint(model)\n return model\n \n\nif __name__ == '__main__':\n with open('model.json', 'wb') as fh:\n model = generate_model()\n json.dump(model, fh, indent=2)"}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
9c2fcf2ba9545bbf4f412026ea905a2899fef624
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TheStack--python--000.parquet
|
Complete this Pythoncode:Python code: """Test Evil Genius Labs light.""" from unittest.mock import patch import pytest from homeassistant.components.light import ( ATTR_COLOR_MODE, ATTR_SUPPORTED_COLOR_MODES, ColorMode, LightEntityFeature, ) from homeassistant.const import ATTR_SUPPORTED_FEATURES @pytest.mark.parametrize("platforms", [("light",)]) async def test_works(hass, setup_evil_genius_labs): """Test it works.""" state = hass.states.get("light.fibonacci256_23d4") assert state is not None assert state.state == "on" assert state.attributes["brightness"] == 128 assert state.attributes[ATTR_COLOR_MODE] == ColorMode.RGB assert state.attributes[ATTR_SUPPORTED_COLOR_MODES] == [ColorMode.RGB] assert state.attributes[ATTR_SUPPORTED_FEATURES] == LightEntityFeature.EFFECT @pytest.mark.parametrize("platforms", [("light",)]) async def test_turn_on_color(hass, setup_evil_genius_labs): """Test turning on with a color.""" with patch( "pyevilgenius.EvilGeniusDevice.set_path_value" ) as mock_set_path_value, patch( "pyevilgenius.EvilGeniusDevice.set_rgb_color" ) as mock_set_rgb_color: await hass.services.async_call( "light", "turn_on", { "entity_id": "light.fibonacci256_23d4", "brightness": 100, "rgb_color": (10, 20, 30), }, blocking=True, ) assert len(mock_set_path_value.mock_calls) == 2 mock_set_path_value.mock_calls[0][1] == ("brightness", 100) mock_set_path_value.mock_calls[1][1] == ("power", 1) assert len(mock_set_rgb_color.mock_calls) == 1 mock_set_rgb_color.mock_calls[0][1] == (10, 20, 30)
|
@pytest.mark.parametrize("platforms", [("light",)]) async def test_turn_on_effect(hass, setup_evil_genius_labs): """Test turning on with an effect.""" with patch("pyevilgenius.EvilGeniusDevice.set_path_value") as mock_set_path_value: await hass.services.async_call( "light", "turn_on", { "entity_id": "light.fibonacci256_23d4", "effect": "Pride Playground", }, blocking=True, ) assert len(mock_set_path_value.mock_calls) == 2 mock_set_path_value.mock_calls[0][1] == ("pattern", 4) mock_set_path_value.mock_calls[1][1] == ("power", 1) @pytest.mark.parametrize("platforms", [("light",)]) async def test_turn_off(hass, setup_evil_genius_labs): """Test turning off.""" with patch("pyevilgenius.EvilGeniusDevice.set_path_value") as mock_set_path_value: await hass.services.async_call( "light", "turn_off", { "entity_id": "light.fibonacci256_23d4", }, blocking=True, ) assert len(mock_set_path_value.mock_calls) == 1 mock_set_path_value.mock_calls[0][1] == ("power", 0)
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intermediate
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testing
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code_completion
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Pythoncode:Python
| 0
| 0
| 2,909
| true
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[{"role": "user", "content": "Complete this Pythoncode:Python code:\n\"\"\"Test Evil Genius Labs light.\"\"\"\nfrom unittest.mock import patch\n\nimport pytest\n\nfrom homeassistant.components.light import (\n ATTR_COLOR_MODE,\n ATTR_SUPPORTED_COLOR_MODES,\n ColorMode,\n LightEntityFeature,\n)\nfrom homeassistant.const import ATTR_SUPPORTED_FEATURES\n\n\n@pytest.mark.parametrize(\"platforms\", [(\"light\",)])\nasync def test_works(hass, setup_evil_genius_labs):\n \"\"\"Test it works.\"\"\"\n state = hass.states.get(\"light.fibonacci256_23d4\")\n assert state is not None\n assert state.state == \"on\"\n assert state.attributes[\"brightness\"] == 128\n assert state.attributes[ATTR_COLOR_MODE] == ColorMode.RGB\n assert state.attributes[ATTR_SUPPORTED_COLOR_MODES] == [ColorMode.RGB]\n assert state.attributes[ATTR_SUPPORTED_FEATURES] == LightEntityFeature.EFFECT\n\n\n@pytest.mark.parametrize(\"platforms\", [(\"light\",)])\nasync def test_turn_on_color(hass, setup_evil_genius_labs):\n \"\"\"Test turning on with a color.\"\"\"\n with patch(\n \"pyevilgenius.EvilGeniusDevice.set_path_value\"\n ) as mock_set_path_value, patch(\n \"pyevilgenius.EvilGeniusDevice.set_rgb_color\"\n ) as mock_set_rgb_color:\n await hass.services.async_call(\n \"light\",\n \"turn_on\",\n {\n \"entity_id\": \"light.fibonacci256_23d4\",\n \"brightness\": 100,\n \"rgb_color\": (10, 20, 30),\n },\n blocking=True,\n )\n\n assert len(mock_set_path_value.mock_calls) == 2\n mock_set_path_value.mock_calls[0][1] == (\"brightness\", 100)\n mock_set_path_value.mock_calls[1][1] == (\"power\", 1)\n\n assert len(mock_set_rgb_color.mock_calls) == 1\n mock_set_rgb_color.mock_calls[0][1] == (10, 20, 30)"}, {"role": "assistant", "content": "\n\n@pytest.mark.parametrize(\"platforms\", [(\"light\",)])\nasync def test_turn_on_effect(hass, setup_evil_genius_labs):\n \"\"\"Test turning on with an effect.\"\"\"\n with patch(\"pyevilgenius.EvilGeniusDevice.set_path_value\") as mock_set_path_value:\n await hass.services.async_call(\n \"light\",\n \"turn_on\",\n {\n \"entity_id\": \"light.fibonacci256_23d4\",\n \"effect\": \"Pride Playground\",\n },\n blocking=True,\n )\n\n assert len(mock_set_path_value.mock_calls) == 2\n mock_set_path_value.mock_calls[0][1] == (\"pattern\", 4)\n mock_set_path_value.mock_calls[1][1] == (\"power\", 1)\n\n\n@pytest.mark.parametrize(\"platforms\", [(\"light\",)])\nasync def test_turn_off(hass, setup_evil_genius_labs):\n \"\"\"Test turning off.\"\"\"\n with patch(\"pyevilgenius.EvilGeniusDevice.set_path_value\") as mock_set_path_value:\n await hass.services.async_call(\n \"light\",\n \"turn_off\",\n {\n \"entity_id\": \"light.fibonacci256_23d4\",\n },\n blocking=True,\n )\n\n assert len(mock_set_path_value.mock_calls) == 1\n mock_set_path_value.mock_calls[0][1] == (\"power\", 0)"}]
| false
| null | null | null |
9c304e47e988cc3ac6451c94e5e66110773b8469
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TheStack--python--000.parquet
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Complete this Pythoncode:Python code: import platform import shutil import tempfile import warnings from pathlib import Path import requests from tqdm import tqdm def get_docker_binary_path_in_cache(): return CACHE_DIR / "docker-cli" / DOCKER_VERSION / "docker" def get_docker_cli_url(): user_os = get_user_os() if user_os == "windows": return WINDOWS_CLI_URL.format(version=DOCKER_VERSION) arch = get_arch_for_docker_cli_url() return TEMPLATE_CLI.format(os=user_os, arch=arch, version=DOCKER_VERSION) def download_docker_cli(): file_to_download = get_docker_cli_url() extension = file_to_download.split(".")[-1] with tempfile.TemporaryDirectory() as tmp_dir: tmp_dir = Path(tmp_dir) downloaded_file_path = tmp_dir / f"docker.{extension}" download_from_url(file_to_download, downloaded_file_path) docker_binary_path = get_docker_binary_path_in_cache() docker_binary_path.parent.mkdir(exist_ok=True, parents=True) if extension == "tgz": extract_dir = tmp_dir / "extracted" shutil.unpack_archive(str(downloaded_file_path), str(extract_dir)) shutil.move(extract_dir / "docker" / "docker", docker_binary_path) elif extension == "exe": shutil.move(downloaded_file_path, docker_binary_path) warnings.warn( f"The docker client binary file {DOCKER_VERSION} was downloaded and put " f"in `{docker_binary_path.absolute()}`. \n" f"You can feel free to remove it if you wish, Python on whales will download "
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f"it again if needed." ) def download_from_url(url, dst): try: _download_from_url(url, dst) except Exception as e: raise ConnectionError(f"Error while downloading {url}") from e def _download_from_url(url, dst): # Streaming, so we can iterate over the response. response = requests.get(url, stream=True) total_size_in_bytes = int(response.headers.get("content-length", 0)) block_size = 1024 progress_bar = tqdm(total=total_size_in_bytes, unit="iB", unit_scale=True) with open(dst, "wb") as file: for data in response.iter_content(block_size): progress_bar.update(len(data)) file.write(data) progress_bar.close() if total_size_in_bytes != 0 and progress_bar.n != total_size_in_bytes: raise ConnectionError( f"Total size should be {total_size_in_bytes}, downloaded {progress_bar.n}" ) ... [2 more functiondefs truncated] ...
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intermediate
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api
|
code_completion
|
Pythoncode:Python
| 5
| 0
| 2,505
| true
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\nimport platform\nimport shutil\nimport tempfile\nimport warnings\nfrom pathlib import Path\n\nimport requests\nfrom tqdm import tqdm\n\ndef get_docker_binary_path_in_cache():\n return CACHE_DIR / \"docker-cli\" / DOCKER_VERSION / \"docker\"\n\n\ndef get_docker_cli_url():\n user_os = get_user_os()\n if user_os == \"windows\":\n return WINDOWS_CLI_URL.format(version=DOCKER_VERSION)\n arch = get_arch_for_docker_cli_url()\n return TEMPLATE_CLI.format(os=user_os, arch=arch, version=DOCKER_VERSION)\n\n\ndef download_docker_cli():\n file_to_download = get_docker_cli_url()\n\n extension = file_to_download.split(\".\")[-1]\n with tempfile.TemporaryDirectory() as tmp_dir:\n tmp_dir = Path(tmp_dir)\n downloaded_file_path = tmp_dir / f\"docker.{extension}\"\n download_from_url(file_to_download, downloaded_file_path)\n\n docker_binary_path = get_docker_binary_path_in_cache()\n docker_binary_path.parent.mkdir(exist_ok=True, parents=True)\n\n if extension == \"tgz\":\n extract_dir = tmp_dir / \"extracted\"\n shutil.unpack_archive(str(downloaded_file_path), str(extract_dir))\n shutil.move(extract_dir / \"docker\" / \"docker\", docker_binary_path)\n elif extension == \"exe\":\n shutil.move(downloaded_file_path, docker_binary_path)\n\n warnings.warn(\n f\"The docker client binary file {DOCKER_VERSION} was downloaded and put \"\n f\"in `{docker_binary_path.absolute()}`. \\n\"\n f\"You can feel free to remove it if you wish, Python on whales will download \""}, {"role": "assistant", "content": "\n f\"it again if needed.\"\n )\n\n\ndef download_from_url(url, dst):\n try:\n _download_from_url(url, dst)\n except Exception as e:\n raise ConnectionError(f\"Error while downloading {url}\") from e\n\n\ndef _download_from_url(url, dst):\n # Streaming, so we can iterate over the response.\n response = requests.get(url, stream=True)\n total_size_in_bytes = int(response.headers.get(\"content-length\", 0))\n block_size = 1024\n progress_bar = tqdm(total=total_size_in_bytes, unit=\"iB\", unit_scale=True)\n with open(dst, \"wb\") as file:\n for data in response.iter_content(block_size):\n progress_bar.update(len(data))\n file.write(data)\n progress_bar.close()\n if total_size_in_bytes != 0 and progress_bar.n != total_size_in_bytes:\n raise ConnectionError(\n f\"Total size should be {total_size_in_bytes}, downloaded {progress_bar.n}\"\n )\n\n\n\n ... [2 more functiondefs truncated] ..."}]
| false
| null | null | null |
9c30953c84b77a7d66d7d91568a3c0c17191380f
|
TheStack--python--000.parquet
|
Review this Pythoncode:Python code: import boto3 import json import os import logging from contextlib import closing from boto3.dynamodb.conditions import Key, Attr from botocore.exceptions import ClientError from random import shuffle import time import pyqrcode import png def create_presigned_url(bucket_name, object_name, expiration=3600): """Generate a presigned URL to share an S3 object :param bucket_name: string :param object_name: string :param expiration: Time in seconds for the presigned URL to remain valid :return: Presigned URL as string. If error, returns None. """ # Generate a presigned URL for the S3 object s3_client = boto3.client('s3') try: response = s3_client.generate_presigned_url('get_object', Params={'Bucket': bucket_name, 'Key': object_name}, ExpiresIn=expiration) except ClientError as e: logging.error(e) return None # The response contains the presigned URL return response def respond(err, res=None): return { 'statusCode': '400' if err else '200', 'body': err.message if err else json.dumps(res), 'headers': { 'Content-Type': 'application/json', 'Access-Control-Allow-Origin': '*' }, } # input parameters are: # 1. image ID # output parameters are: # 1. generated QRCode # workflow: # 1. first get the image_id # 2. confirm this exists in s3 # 3. generate a presigned URL with this s3 path # 4. create a QR Code image with this url embedded # 5. return the QR code stored in S3 temp. ... [2 more functiondefs truncated] ...
|
Code Review: ❌ Critical issues: Code truncated in middle of expression - unexpected EOF Unterminated string literal at line 19 Block at line 51 has no indented body Block at line 53 has no indented body Block at line 56 has no indented body Invalid syntax at line 64: ... [2 more functiondefs truncated] ... ⚠️ Code quality: Unexpected indentation at line 22 Unexpected indentation at line 23 Unexpected indentation at line 24 Unexpected indentation at line 25 Unexpected indentation at line 28 Unexpected indentation at line 29 Unexpected indentation at line 31 Unexpected indentation at line 32 Unexpected indentation at line 33 Unexpected indentation at line 34 Unexpected indentation at line 36 Unexpected indentation at line 39 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 closing quote at line 19 Review syntax near the error location
|
intermediate
|
machine_learning
|
code_review
|
Pythoncode:Python
| 2
| 0
| 1,745
| true
|
[{"role": "user", "content": "Review this Pythoncode:Python code:\nimport boto3\nimport json\nimport os\nimport logging\n\nfrom contextlib import closing\n\nfrom boto3.dynamodb.conditions import Key, Attr\nfrom botocore.exceptions import ClientError\n\nfrom random import shuffle\n\nimport time\n\nimport pyqrcode\nimport png\n\ndef create_presigned_url(bucket_name, object_name, expiration=3600):\n \"\"\"Generate a presigned URL to share an S3 object\n\n :param bucket_name: string\n :param object_name: string\n :param expiration: Time in seconds for the presigned URL to remain valid\n :return: Presigned URL as string. If error, returns None.\n \"\"\"\n\n # Generate a presigned URL for the S3 object\n s3_client = boto3.client('s3')\n try:\n response = s3_client.generate_presigned_url('get_object',\n Params={'Bucket': bucket_name,\n 'Key': object_name},\n ExpiresIn=expiration)\n except ClientError as e:\n logging.error(e)\n return None\n\n # The response contains the presigned URL\n return response\n\ndef respond(err, res=None):\n return {\n 'statusCode': '400' if err else '200',\n 'body': err.message if err else json.dumps(res),\n 'headers': {\n 'Content-Type': 'application/json',\n 'Access-Control-Allow-Origin': '*' \n },\n }\n\n# input parameters are:\n# 1. image ID\n# output parameters are:\n# 1. generated QRCode\n\n# workflow:\n# 1. first get the image_id\n# 2. confirm this exists in s3\n# 3. generate a presigned URL with this s3 path\n# 4. create a QR Code image with this url embedded\n# 5. return the QR code stored in S3 temp.\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 Unterminated string literal at line 19\n Block at line 51 has no indented body\n Block at line 53 has no indented body\n Block at line 56 has no indented body\n Invalid syntax at line 64: ... [2 more functiondefs truncated] ...\n\n\n\u26a0\ufe0f Code quality:\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 28\n Unexpected indentation at line 29\n Unexpected indentation at line 31\n Unexpected indentation at line 32\n Unexpected indentation at line 33\n Unexpected indentation at line 34\n Unexpected indentation at line 36\n Unexpected indentation at line 39\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 closing quote at line 19\n Review syntax near the error location"}]
| false
| null | null | null |
9c336d5aaf0a0461822389d24ee86c2449c67183
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: #!/usr/bin/env python #coding:utf-8 # Author: mozman --<mozman@gmx.at> # Purpose: test drawing module # Created: 11.09.2010 # Copyright (C) 2010, Manfred Moitzi # License: GPLv3 from __future__ import unicode_literals import os import unittest from io import StringIO from svgwrite.drawing import Drawing from svgwrite.container import Group class TestDrawingFullProfile(unittest.TestCase): def test_empty_drawing(self): dwg = Drawing() result = dwg.tostring() self.assertEqual(result, '<svg baseProfile="full" height="100%" version="1.1" '\ 'width="100%" xmlns="http://www.w3.org/2000/svg" '\ 'xmlns:ev="http://www.w3.org/2001/xml-events" '\ 'xmlns:xlink="http://www.w3.org/1999/xlink"><defs /></svg>') def test_stylesheet(self): dwg = Drawing() dwg.add_stylesheet('test.css', 'Test') f = StringIO() dwg.write(f) result = f.getvalue() f.close() self.assertEqual(result, '<?xml version="1.0" encoding="utf-8" ?>\n' \ '<?xml-stylesheet href="test.css" type="text/css" title="Test" alternate="no" media="screen"?>\n' '<svg baseProfile="full" height="100%" version="1.1" width="100%" '\ 'xmlns="http://www.w3.org/2000/svg" xmlns:ev="http://www.w3.org/2001/x
|
Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Detected Errors: • Code truncated in middle of expression - unexpected EOF • Unterminated string literal at line 36 • Unclosed '(' at line 33 - expected ')' Fix: Complete the truncated code structure
|
advanced
|
testing
|
error_detection
|
Pythoncode:Python
| 5
| 2
| 1,354
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\n#!/usr/bin/env python\r\n#coding:utf-8\r\n# Author: mozman --<mozman@gmx.at>\r\n# Purpose: test drawing module\r\n# Created: 11.09.2010\r\n# Copyright (C) 2010, Manfred Moitzi\r\n# License: GPLv3\r\nfrom __future__ import unicode_literals\r\n\r\nimport os\r\nimport unittest\r\nfrom io import StringIO\r\n\r\nfrom svgwrite.drawing import Drawing\r\nfrom svgwrite.container import Group\r\n\r\nclass TestDrawingFullProfile(unittest.TestCase):\r\n def test_empty_drawing(self):\r\n dwg = Drawing()\r\n result = dwg.tostring()\r\n self.assertEqual(result, '<svg baseProfile=\"full\" height=\"100%\" version=\"1.1\" '\\\r\n 'width=\"100%\" xmlns=\"http://www.w3.org/2000/svg\" '\\\r\n 'xmlns:ev=\"http://www.w3.org/2001/xml-events\" '\\\r\n 'xmlns:xlink=\"http://www.w3.org/1999/xlink\"><defs /></svg>')\r\n\r\n def test_stylesheet(self):\r\n dwg = Drawing()\r\n dwg.add_stylesheet('test.css', 'Test')\r\n f = StringIO()\r\n dwg.write(f)\r\n result = f.getvalue()\r\n f.close()\r\n self.assertEqual(result, '<?xml version=\"1.0\" encoding=\"utf-8\" ?>\\n' \\\r\n '<?xml-stylesheet href=\"test.css\" type=\"text/css\" title=\"Test\" alternate=\"no\" media=\"screen\"?>\\n'\r\n '<svg baseProfile=\"full\" height=\"100%\" version=\"1.1\" width=\"100%\" '\\\r\n 'xmlns=\"http://www.w3.org/2000/svg\" xmlns:ev=\"http://www.w3.org/2001/x"}, {"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 36\n \u2022 Unclosed '(' at line 33 - expected ')'\n\n Fix: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
9c34eed08700cdd8cf4f29ef427c58eea1da7c35
|
TheStack--python--000.parquet
|
Debug this Pythoncode:Python code: from django.shortcuts import render from django.utils.translation import ugettext as _ # pylint: disable=unused-argument def handler400(request, exception): ctx = {'code': 400, 'title': _('Bad request'), 'message': _('There was an error in your request.')} response = render(request, 'error_handler/http_error.html', ctx) response.status_code = 400 return response # pylint: disable=unused-argument def handler403(request, exception): ctx = {'code': 403, 'title': _('Forbidden'), 'message': _("You don't have the permission to access this page.")} response = render(request, 'error_handler/http_error.html', ctx) response.status_code = 403 return response # pylint: disable=unused-argument def handler404(request, exception): ctx = {'code': 404, 'title': _('Page not found'), 'message': _('The page you requested could not be found.')} response = render(request, 'error_handler/http_error.html', ctx) response.status_code = 404 return response # pylint: disable=unused-argument def handler500(request): ctx = {'code': 500, 'title': _('Internal Server Error'), 'message': _('An unexpected error has occurred.')} response = render(request, 'error_handler/http_error.html', ctx) response.status_code = 500 return response # pylint: disable=unused-argument def csrf_failure(request, reason): return render(request, 'error_handler/csrf_failure.html')
|
Code analysis results: 🔴 Errors found: Unterminated string literal at line 16 ⚠️ Warnings: Unexpected indentation at line 8 Unexpected indentation at line 9 Unexpected indentation at line 10 Unexpected indentation at line 11 💡 Suggestions: Add closing quote at line 16 Add docstring to function 'handler400' Add docstring to function 'handler403'
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intermediate
|
api
|
debugging
|
Pythoncode:Python
| 5
| 0
| 1,480
| true
|
[{"role": "user", "content": "Debug this Pythoncode:Python code:\nfrom django.shortcuts import render\nfrom django.utils.translation import ugettext as _\n\n\n# pylint: disable=unused-argument\ndef handler400(request, exception):\n ctx = {'code': 400, 'title': _('Bad request'),\n 'message': _('There was an error in your request.')}\n response = render(request, 'error_handler/http_error.html', ctx)\n response.status_code = 400\n return response\n\n # pylint: disable=unused-argument\ndef handler403(request, exception):\n ctx = {'code': 403, 'title': _('Forbidden'),\n 'message': _(\"You don't have the permission to access this page.\")}\n response = render(request, 'error_handler/http_error.html', ctx)\n response.status_code = 403\n return response\n\n # pylint: disable=unused-argument\ndef handler404(request, exception):\n ctx = {'code': 404, 'title': _('Page not found'),\n 'message': _('The page you requested could not be found.')}\n response = render(request, 'error_handler/http_error.html', ctx)\n response.status_code = 404\n return response\n\n # pylint: disable=unused-argument\ndef handler500(request):\n ctx = {'code': 500, 'title': _('Internal Server Error'),\n 'message': _('An unexpected error has occurred.')}\n response = render(request, 'error_handler/http_error.html', ctx)\n response.status_code = 500\n return response\n\n # pylint: disable=unused-argument\ndef csrf_failure(request, reason):\n return render(request, 'error_handler/csrf_failure.html')"}, {"role": "assistant", "content": " Code analysis results:\n\n\n\ud83d\udd34 Errors found:\n Unterminated string literal at line 16\n\n\u26a0\ufe0f Warnings:\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\n\ud83d\udca1 Suggestions:\n Add closing quote at line 16\n Add docstring to function 'handler400'\n Add docstring to function 'handler403'"}]
| false
| null | null | null |
9c36070009525ecb4d0b9ecb8aa020fd7b1f9bca
|
TheStack--python--000.parquet
|
Fix this broken Pythoncode:Python code: from typing import NamedTuple from django.contrib.auth.models import AbstractUser from django.db import models from msg.models import Msg class User(AbstractUser): phone_number: 'str' = models.CharField(max_length=255, null=True, blank=True) class HelloSMSMessage(NamedTuple): phone_number: 'str' username: 'str' def send_hello_sms(self): if not self.phone_number: raise ValueError('User has to have a phone number' 'to send a sms message.') Error: IndentationError / Incomplete Function
|
Fixed Code: from typing import NamedTuple from django.contrib.auth.models import AbstractUser from django.db import models from msg.models import Msg class User(AbstractUser): phone_number: 'str' = models.CharField(max_length=255, null=True, blank=True) class HelloSMSMessage(NamedTuple): phone_number: 'str' username: 'str' def send_hello_sms(self): if not self.phone_number: raise ValueError('User has to have a phone number' 'to send a sms message.') Explanation: Complete the function 'send_hello_sms' body and add missing return
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advanced
|
machine_learning
|
error_fixing
|
Pythoncode:Python
| 1
| 2
| 567
| true
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\nfrom typing import NamedTuple\n\nfrom django.contrib.auth.models import AbstractUser\nfrom django.db import models\n\nfrom msg.models import Msg\n\n\nclass User(AbstractUser):\n phone_number: 'str' = models.CharField(max_length=255,\n null=True, blank=True)\n\n class HelloSMSMessage(NamedTuple):\n phone_number: 'str'\n username: 'str'\n\n def send_hello_sms(self):\n if not self.phone_number:\n raise ValueError('User has to have a phone number'\n 'to send a sms message.')\n\n Error: IndentationError / Incomplete Function"}, {"role": "assistant", "content": " Fixed Code:\n\n\nfrom typing import NamedTuple\n\nfrom django.contrib.auth.models import AbstractUser\nfrom django.db import models\n\nfrom msg.models import Msg\n\n\nclass User(AbstractUser):\n phone_number: 'str' = models.CharField(max_length=255,\n null=True, blank=True)\n\n class HelloSMSMessage(NamedTuple):\n phone_number: 'str'\n username: 'str'\n\n def send_hello_sms(self):\n if not self.phone_number:\n raise ValueError('User has to have a phone number'\n 'to send a sms message.')\n\n Explanation: Complete the function 'send_hello_sms' body and add missing return"}]
| true
|
syntax
|
MID_FUNCTION
|
HIGH
|
9c36da1c5a18d69672ff02d87de44158f45e8811
|
TheStack--python--000.parquet
|
Explain this Pythoncode:Python code: matrix = [list(map(int, input().split())) for _ in range(6)] max_sum = None for i in range(4): for j in range(4): s = sum(matrix[i][j:j+3]) + matrix[i+1][j+1] + sum(matrix[i+2][j:j+3]) if max_sum is None or s > max_sum: max_sum = s print(max_sum)
|
This code demonstrates Pythoncode:Python programming.
|
intermediate
|
general
|
code_explanation
|
Pythoncode:Python
| 0
| 0
| 280
| false
|
[{"role": "user", "content": "Explain this Pythoncode:Python code:\nmatrix = [list(map(int, input().split())) for _ in range(6)]\nmax_sum = None\nfor i in range(4):\n for j in range(4):\n s = sum(matrix[i][j:j+3]) + matrix[i+1][j+1] + sum(matrix[i+2][j:j+3])\n if max_sum is None or s > max_sum:\n max_sum = s\n\nprint(max_sum)"}, {"role": "assistant", "content": " This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
9c3934843ce267b0dc897db0634f69b0dfaade62
|
TheStack--python--000.parquet
|
Complete this Pythoncode:Python code: class Bunch(dict): """Container object exposing keys as attributes. Bunch objects are sometimes used as an output for functions and methods. They extend dictionaries by enabling values to be accessed by key, `bunch["value_key"]`, or by an attribute, `bunch.value_key`. Examples -------- >>> from sklearn.utils import Bunch >>> b = Bunch(a=1, b=2) >>> b['b'] 2 >>> b.b 2 >>> b.a = 3 >>> b['a'] 3 >>> b.c = 6 >>> b['c'] 6 """ def __init__(self, **kwargs): super().__init__(kwargs) def __setattr__(self, key, value): self[key] = value
|
def __dir__(self): return self.keys() def __getattr__(self, key): try: return self[key] except KeyError: raise AttributeError(key) def __setstate__(self, state): # Bunch pickles generated with scikit-learn 0.16.* have an non # empty __dict__. This causes a surprising behaviour when # loading these pickles scikit-learn 0.17: reading bunch.key # uses __dict__ but assigning to bunch.key use __setattr__ and # only changes bunch['key']. More details can be found at: # https://github.com/scikit-learn/scikit-learn/issues/6196. # Overriding __setstate__ to be a noop has the effect of # ignoring the pickled __dict__ pass
|
advanced
|
api
|
code_completion
|
Pythoncode:Python
| 5
| 1
| 1,391
| false
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\nclass Bunch(dict):\n \"\"\"Container object exposing keys as attributes.\n\n Bunch objects are sometimes used as an output for functions and methods.\n They extend dictionaries by enabling values to be accessed by key,\n `bunch[\"value_key\"]`, or by an attribute, `bunch.value_key`.\n\n Examples\n --------\n >>> from sklearn.utils import Bunch\n >>> b = Bunch(a=1, b=2)\n >>> b['b']\n 2\n >>> b.b\n 2\n >>> b.a = 3\n >>> b['a']\n 3\n >>> b.c = 6\n >>> b['c']\n 6\n \"\"\"\n\n def __init__(self, **kwargs):\n super().__init__(kwargs)\n\n def __setattr__(self, key, value):\n self[key] = value"}, {"role": "assistant", "content": "\n def __dir__(self):\n return self.keys()\n\n def __getattr__(self, key):\n try:\n return self[key]\n except KeyError:\n raise AttributeError(key)\n\n def __setstate__(self, state):\n # Bunch pickles generated with scikit-learn 0.16.* have an non\n # empty __dict__. This causes a surprising behaviour when\n # loading these pickles scikit-learn 0.17: reading bunch.key\n # uses __dict__ but assigning to bunch.key use __setattr__ and\n # only changes bunch['key']. More details can be found at:\n # https://github.com/scikit-learn/scikit-learn/issues/6196.\n # Overriding __setstate__ to be a noop has the effect of\n # ignoring the pickled __dict__\n pass"}]
| false
| null | null | null |
9c39ca309133fbcd82d6b8365784a041e4f82e97
|
TheStack--python--000.parquet
|
Explain this Pythoncode:Python code: # Lint as: python2, python3 # Copyright 2019 Google LLC. 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 # # https://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, software # distributed under the License is distributed on an "AS IS" BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. def _get_raw_feature_spec(schema): return schema_utils.schema_as_feature_spec(schema).feature_spec def _make_proto_coder(schema): raw_feature_spec = _get_raw_feature_spec(schema) raw_schema = dataset_schema.from_feature_spec(raw_feature_spec) return tft_coders.ExampleProtoCoder(raw_schema) def _make_csv_coder(schema, column_names): """Return a coder for tf.transform to read csv files.""" raw_feature_spec = _get_raw_feature_spec(schema) parsing_schema = dataset_schema.from_feature_spec(raw_feature_spec) return tft_coders.CsvCoder(column_names, parsing_schema) def _read_schema(path): """Reads a schema from the provided location. Args: path: The location of the file holding a serialized Schema proto. Returns: An instance of Schema or None if the input argument is None """ result = schema_pb2.Schema() contents = file_io.read_file_to_string(path) text_format.Parse(contents, result) return result def _do_local_inference(host, port, serialized_examples): """Performs inference on a model hosted by the host:port server.""" json_examples = [] for serialized_example in serialized_examples: # The encoding follows the guidelines in: # https://www.tensorflow.org/tfx/serving/api_rest example_bytes = base64.b64encode(serialized_example).decode('utf-8') predict_request = '{ "b64": "%s" }' % example_bytes json_examples.append(predict_request) json_request = '{ "instances": [' + ','.join(map(str, json_examples)) + ']}' server_url = 'http://' + host + ':' + port + '/v1/models/chicago_taxi:predict' response = requests.post( server_url, data=json_request, timeout=_LOCAL_INFERENCE_TIMEOUT_SECONDS) response.raise_for_status() prediction = response.json() print(json.dumps(prediction, indent=4)) ... [3 more functiondefs truncated] ...
|
Functions: _get_raw_feature_spec, _make_proto_coder, _make_csv_coder, _read_schema, _do_local_inference This code demonstrates Pythoncode:Python programming.
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intermediate
|
api
|
code_explanation
|
Pythoncode:Python
| 5
| 0
| 2,470
| false
|
[{"role": "user", "content": "Explain this Pythoncode:Python code:\n# Lint as: python2, python3\n# Copyright 2019 Google LLC. 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# https://www.apache.org/licenses/LICENSE-2.0\n#\n# Unless required by applicable law or agreed to in writing, software\n# distributed under the License is distributed on an \"AS IS\" BASIS,\n# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.\n# See the License for the specific language governing permissions and\n# limitations under the License.\ndef _get_raw_feature_spec(schema):\n return schema_utils.schema_as_feature_spec(schema).feature_spec\n\n\ndef _make_proto_coder(schema):\n raw_feature_spec = _get_raw_feature_spec(schema)\n raw_schema = dataset_schema.from_feature_spec(raw_feature_spec)\n return tft_coders.ExampleProtoCoder(raw_schema)\n\n\ndef _make_csv_coder(schema, column_names):\n \"\"\"Return a coder for tf.transform to read csv files.\"\"\"\n raw_feature_spec = _get_raw_feature_spec(schema)\n parsing_schema = dataset_schema.from_feature_spec(raw_feature_spec)\n return tft_coders.CsvCoder(column_names, parsing_schema)\n\n\ndef _read_schema(path):\n \"\"\"Reads a schema from the provided location.\n\n Args:\n path: The location of the file holding a serialized Schema proto.\n\n Returns:\n An instance of Schema or None if the input argument is None\n \"\"\"\n result = schema_pb2.Schema()\n contents = file_io.read_file_to_string(path)\n text_format.Parse(contents, result)\n return result\n\n\ndef _do_local_inference(host, port, serialized_examples):\n \"\"\"Performs inference on a model hosted by the host:port server.\"\"\"\n\n json_examples = []\n for serialized_example in serialized_examples:\n # The encoding follows the guidelines in:\n # https://www.tensorflow.org/tfx/serving/api_rest\n example_bytes = base64.b64encode(serialized_example).decode('utf-8')\n predict_request = '{ \"b64\": \"%s\" }' % example_bytes\n json_examples.append(predict_request)\n\n json_request = '{ \"instances\": [' + ','.join(map(str, json_examples)) + ']}'\n\n server_url = 'http://' + host + ':' + port + '/v1/models/chicago_taxi:predict'\n response = requests.post(\n server_url, data=json_request, timeout=_LOCAL_INFERENCE_TIMEOUT_SECONDS)\n response.raise_for_status()\n prediction = response.json()\n print(json.dumps(prediction, indent=4))\n\n\n\n ... [3 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Functions: _get_raw_feature_spec, _make_proto_coder, _make_csv_coder, _read_schema, _do_local_inference\n This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
9c3a00aad13ad525c3f1adcd91ff20ba8d288a5b
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: from PyQt5.QtCore import (pyqtSignal, pyqtSlot, Q_ARG, QAbstractItemModel, class VideoWidget(QVideoWidget): def __init__(self, parent=None): super(VideoWidget, self).__init__(parent) self.setSizePolicy(QSizePolicy.Ignored, QSizePolicy.Ignored) p = self.palette() p.setColor(QPalette.Window, Qt.black) self.setPalette(p) self.setAttribute(Qt.WA_OpaquePaintEvent) def keyPressEvent(self, event): if event.key() == Qt.Key_Escape and self.isFullScreen(): self.setFullScreen(False) event.accept() elif event.key() == Qt.Key_Enter and event.modifiers() & Qt.Key_Alt: self.setFullScreen(not self.isFullScreen()) event.accept() else: super(VideoWidget, self).keyPressEvent(event) def mouseDoubleClickEvent(self, event): self.setFullScreen(n
|
Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Detected Errors: • Unclosed '(' at line 1 - expected ')' • Unclosed '(' at line 26 - expected ')' • Block at line 2 has no indented body Fix: Complete the truncated code structure
|
advanced
|
ui
|
error_detection
|
Pythoncode:Python
| 10
| 2
| 890
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nfrom PyQt5.QtCore import (pyqtSignal, pyqtSlot, Q_ARG, QAbstractItemModel,\nclass VideoWidget(QVideoWidget):\n\n def __init__(self, parent=None):\n super(VideoWidget, self).__init__(parent)\n\n self.setSizePolicy(QSizePolicy.Ignored, QSizePolicy.Ignored)\n\n p = self.palette()\n p.setColor(QPalette.Window, Qt.black)\n self.setPalette(p)\n\n self.setAttribute(Qt.WA_OpaquePaintEvent)\n\n def keyPressEvent(self, event):\n if event.key() == Qt.Key_Escape and self.isFullScreen():\n self.setFullScreen(False)\n event.accept()\n elif event.key() == Qt.Key_Enter and event.modifiers() & Qt.Key_Alt:\n self.setFullScreen(not self.isFullScreen())\n event.accept()\n else:\n super(VideoWidget, self).keyPressEvent(event)\n\n def mouseDoubleClickEvent(self, event):\n self.setFullScreen(n"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: HARD_CUT\n Error: SyntaxError / EOF\n\n Detected Errors:\n \u2022 Unclosed '(' at line 1 - expected ')'\n \u2022 Unclosed '(' at line 26 - expected ')'\n \u2022 Block at line 2 has no indented body\n\n Fix: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
9c3a1a0942bfa4b3696876f16d5ec82b36b6c9bd
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: #!/usr/bin/env python """Test checkpoint-like periodic snapshots. We test that there are that many folders and that the currentStep changes. """ import mirheo as mir u = mir.Mirheo(nranks=(1, 1, 1), domain=(4, 6, 8), debug_level=3, log_filename='log', no_splash=True, checkpoint_every=10, checkpoint_mode='Incremental', checkpoint_folder='periodic_snapshots/snapshot_', checkpoint_mechanism='Snapshot') pv = mir.ParticleVectors.ParticleVector('pv', mass=1) ic = mir.InitialConditions.Uniform(number_density=2) u.registerParticleVector(pv, ic) dpd = mir.Interactions.Pairwise('dpd', rc=1.0, kind='DPD', a=10.0, gamma=10.0, kBT=1.0, power=0.5) lj = mir.Interactions.Pairwise('lj', rc=1.0, kind='LJ', epsilon=1.25, sigma=0.75) u.registerIntera
|
Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Detected Errors: • Unterminated string literal at line 3 Fix: Complete the truncated code structure
|
intermediate
|
testing
|
error_detection
|
Pythoncode:Python
| 0
| 0
| 792
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\n#!/usr/bin/env python\n\n\"\"\"Test checkpoint-like periodic snapshots.\n\nWe test that there are that many folders and that the currentStep changes.\n\"\"\"\n\nimport mirheo as mir\n\nu = mir.Mirheo(nranks=(1, 1, 1), domain=(4, 6, 8), debug_level=3,\n log_filename='log', no_splash=True,\n checkpoint_every=10, checkpoint_mode='Incremental',\n checkpoint_folder='periodic_snapshots/snapshot_', checkpoint_mechanism='Snapshot')\n\npv = mir.ParticleVectors.ParticleVector('pv', mass=1)\nic = mir.InitialConditions.Uniform(number_density=2)\nu.registerParticleVector(pv, ic)\n\ndpd = mir.Interactions.Pairwise('dpd', rc=1.0, kind='DPD', a=10.0, gamma=10.0, kBT=1.0, power=0.5)\nlj = mir.Interactions.Pairwise('lj', rc=1.0, kind='LJ', epsilon=1.25, sigma=0.75)\n\nu.registerIntera"}, {"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 3\n\n Fix: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
9c3a31af53788d8bf47df143a1f5099537838024
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: #!/usr/bin/python # # Copyright 2016 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. def _CreateArgumentParser(): """Creates and returns the argument parser.""" parser = argparse.ArgumentParser( description=('Loads a set of web pages several times on a device, and ' 'extracts the predictor database.'), parents=[OPTIONS.GetParentParser()]) parser.add_argument('--device', help='Device ID') parser.add_argument('--urls_filename', help='File containing a list of URLs ' '(one per line). URLs can be repeated.') parser.add_argument('--output_filename', help='File to store the database in.') parser.add_argument('--url_repeat', help=('Number of times each URL in the input ' 'file is loaded.'), default=3)
|
Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Fix: Complete the truncated code structure
|
intermediate
|
database
|
error_detection
|
Pythoncode:Python
| 4
| 0
| 960
| false
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\n#!/usr/bin/python\n#\n# Copyright 2016 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\ndef _CreateArgumentParser():\n \"\"\"Creates and returns the argument parser.\"\"\"\n parser = argparse.ArgumentParser(\n description=('Loads a set of web pages several times on a device, and '\n 'extracts the predictor database.'),\n parents=[OPTIONS.GetParentParser()])\n parser.add_argument('--device', help='Device ID')\n parser.add_argument('--urls_filename', help='File containing a list of URLs '\n '(one per line). URLs can be repeated.')\n parser.add_argument('--output_filename',\n help='File to store the database in.')\n parser.add_argument('--url_repeat',\n help=('Number of times each URL in the input '\n 'file is loaded.'),\n default=3)"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: HARD_CUT\n Error: SyntaxError / EOF\n\n Fix: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
9c3aa677e610f9e2bf81b41d5bae0ca83fbbae6f
|
TheStack--python--000.parquet
|
Find the logical error in this Pythoncode:Python code: from abc import ABC, abstractmethod from typing import Optional from xml import dom import numpy as np import pandas as pd from .utils import get_factors_rev def calc_plot_size(domain_x, domain_y, plot_goal, house_goal): f1 = sorted(get_factors_rev(domain_x)) f2 = sorted(get_factors_rev(domain_y)) plot_x, plot_y = None, None for x in f1: for y in f2: if x * y - house_goal >= 0 and plot_goal - x * y >= 0: if not plot_x and not plot_y: plot_x, plot_y = x, y if (plot_goal - x * y) < (plot_goal - plot_x * plot_y): plot_x, plot_y = x, y elif ((plot_goal - x * y) == (plot_goal - plot_x * plot_y)) and ((x - y) < (plot_x - plot_y)): plot_x, plot_y = x, y return plot_x, plot_y def calc_plot_sizes( domain_x, domain_y, plot_footprint, house_footprint, plot_ratio, dx, dy, full_domain, x_spread=None, y_spread=None ): x_spread = x_spread if x_spread is not None else (-round(domain_x / 15), 0) y_spread = ( y_spread if y_spread is not None else (-round(domain_y / 20), min(full_domain - domain_y, round(domain_y / 10))) ) goal = plot_footprint / (dx * dy) house_goal = house_footprint / (dx * dy) dom_x = range(domain_x + x_spread[0 + 1], domain_x + x_spread[1] + 1) dom_y = range(domain_y + y_spread[0], domain_y + y_spread[1] + 1) plots = [] for d_x in dom_x: for d_y in dom_y: trimmed_d_y = int(d_y * plot_ratio) plot_x, plot_y = calc_plot_size(d_x, trimmed_d_y, goal, house_goal) if plot_x is not None and plot_y is not None: plots.append((plot_x, plot_y, d_x, d_y, trimmed_d_y)) return plots ... [20 more functiondefs truncated] ...
|
Logical Error Analysis: Error Type: OFF_BY_ONE Issue: Index or range is off by one Severity: MEDIUM Location: Line 36 Buggy code: dom_x = range(domain_x + x_spread[0 + 1], domain_x + x_spread[1] + 1) Should be: dom_x = range(domain_x + x_spread[0], domain_x + x_spread[1] + 1) Explanation: Classic off-by-one error - will cause wrong iteration or index access Fix: Check loop bounds and array indices carefully
|
intermediate
|
machine_learning
|
logical_errors
|
Pythoncode:Python
| 2
| 0
| 1,811
| true
|
[{"role": "user", "content": "Find the logical error in this Pythoncode:Python code:\nfrom abc import ABC, abstractmethod\nfrom typing import Optional\nfrom xml import dom\n\nimport numpy as np\nimport pandas as pd\n\nfrom .utils import get_factors_rev\n\n\ndef calc_plot_size(domain_x, domain_y, plot_goal, house_goal):\n f1 = sorted(get_factors_rev(domain_x))\n f2 = sorted(get_factors_rev(domain_y))\n plot_x, plot_y = None, None\n for x in f1:\n for y in f2:\n if x * y - house_goal >= 0 and plot_goal - x * y >= 0:\n if not plot_x and not plot_y:\n plot_x, plot_y = x, y\n if (plot_goal - x * y) < (plot_goal - plot_x * plot_y):\n plot_x, plot_y = x, y\n elif ((plot_goal - x * y) == (plot_goal - plot_x * plot_y)) and ((x - y) < (plot_x - plot_y)):\n plot_x, plot_y = x, y\n return plot_x, plot_y\n\n\ndef calc_plot_sizes(\n domain_x, domain_y, plot_footprint, house_footprint, plot_ratio, dx, dy, full_domain, x_spread=None, y_spread=None\n):\n x_spread = x_spread if x_spread is not None else (-round(domain_x / 15), 0)\n y_spread = (\n y_spread if y_spread is not None else (-round(domain_y / 20), min(full_domain - domain_y, round(domain_y / 10)))\n )\n goal = plot_footprint / (dx * dy)\n house_goal = house_footprint / (dx * dy)\n dom_x = range(domain_x + x_spread[0 + 1], domain_x + x_spread[1] + 1)\n dom_y = range(domain_y + y_spread[0], domain_y + y_spread[1] + 1)\n plots = []\n for d_x in dom_x:\n for d_y in dom_y:\n trimmed_d_y = int(d_y * plot_ratio)\n plot_x, plot_y = calc_plot_size(d_x, trimmed_d_y, goal, house_goal)\n if plot_x is not None and plot_y is not None:\n plots.append((plot_x, plot_y, d_x, d_y, trimmed_d_y))\n return plots\n\n\n\n ... [20 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Logical Error Analysis:\n\n Error Type: OFF_BY_ONE\n Issue: Index or range is off by one\n Severity: MEDIUM\n\n Location: Line 36\n\n Buggy code:\n dom_x = range(domain_x + x_spread[0 + 1], domain_x + x_spread[1] + 1)\n\n Should be:\n dom_x = range(domain_x + x_spread[0], domain_x + x_spread[1] + 1)\n\n Explanation: Classic off-by-one error - will cause wrong iteration or index access\n Fix: Check loop bounds and array indices carefully"}]
| true
|
logical
|
OFF_BY_ONE
|
MEDIUM
|
9c3ae120bfd666dab5412a24ae65101fc3c9e81d
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: #!/usr/bin/env python3 # -*- config: utf-8 -*- from tkinter import * from random import random def on_click(): x = random()
|
Error Analysis: Error Type: MID_FUNCTION Error: IndentationError / Incomplete Function Fix: Complete the function 'on_click' body and add missing return
|
intermediate
|
ui
|
error_detection
|
Pythoncode:Python
| 1
| 0
| 130
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\n#!/usr/bin/env python3\n# -*- config: utf-8 -*-\n\nfrom tkinter import *\nfrom random import random\n\n\ndef on_click():\n x = random()"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: MID_FUNCTION\n Error: IndentationError / Incomplete Function\n\n Fix: Complete the function 'on_click' body and add missing return"}]
| true
|
syntax
|
MID_FUNCTION
|
HIGH
|
9c3c80f9f134a4c7e10b07a2a070fce993cd44e3
|
TheStack--python--000.parquet
|
Debug this Pythoncode:Python code: from openpyxl import Workbook def create_test_workbook(*worksheet_titles, include_default_sheet=False): workbook = Workbook() for title in worksheet_titles: workbook.create_sheet(title) if not include_default_sheet: default_sheet = workbook['Sheet'] workbook.remove(default_sheet) return workbook
|
Code analysis results: ⚠️ Warnings: Unexpected indentation at line 6 Unexpected indentation at line 11 💡 Suggestions: Add docstring to function 'create_test_workbook'
|
intermediate
|
testing
|
debugging
|
Pythoncode:Python
| 1
| 0
| 341
| true
|
[{"role": "user", "content": "Debug this Pythoncode:Python code:\nfrom openpyxl import Workbook\n\n\ndef create_test_workbook(*worksheet_titles, include_default_sheet=False):\n workbook = Workbook()\n for title in worksheet_titles:\n workbook.create_sheet(title)\n\n if not include_default_sheet:\n default_sheet = workbook['Sheet']\n workbook.remove(default_sheet)\n\n return workbook"}, {"role": "assistant", "content": " Code analysis results:\n\n\n\u26a0\ufe0f Warnings:\n Unexpected indentation at line 6\n Unexpected indentation at line 11\n\n\ud83d\udca1 Suggestions:\n Add docstring to function 'create_test_workbook'"}]
| false
| null | null | null |
9c3e76ea8723f85b50595507d895179df16ec7b9
|
TheStack--python--000.parquet
|
Review this Pythoncode:Python code: import subprocess import sys import unittest import pathlib from torch.testing._internal.common_utils import TestCase, run_tests, IS_LINUX, IS_IN_CI REPO_ROOT = pathlib.Path(__file__).resolve().parent.parent try: # Just in case PyTorch was not built in 'develop' mode sys.path.append(str(REPO_ROOT)) from tools.stats.scribe import rds_write, register_rds_schema except ImportError: register_rds_schema = None rds_write = None # these tests could eventually be changed to fail if the import/init # time is greater than a certain threshold, but for now we just use them # as a way to track the duration of `import torch` in our ossci-metrics # S3 bucket (see tools/stats/print_test_stats.py) class TestImportTime(TestCase): def test_time_import_torch(self): TestCase.runWithPytorchAPIUsageStderr("import torch") def test_time_cuda_device_count(self): TestCase.runWithPytorchAPIUsageStderr( "import torch; torch.cuda.device_count()", ) @unittest.skipIf(not IS_LINUX, "Memory test is only implemented for Linux") @unittest.skipIf(not IS_IN_CI, "Memory test only runs in CI") def test_peak_memory(self): def profile(module, name): command = f"import {module}; import resource; print(resource.getrusage(resource.RUSAGE_SELF).ru_maxrss)" result = subprocess.run( [sys.executable, "-c", command], stdout=subprocess.PIPE, ) max_rss = int(result.stdout.decode().strip()) return { "test_name": name, "peak_memory_bytes": max_rss, } data = profile("torch", "pytorch") baseline = profile("sys", "baseline") rds_write( "import_stats", [data, baseline] ) if __name__ == "__main__": if register_rds_schema and IS_IN_CI: register_rds_schema( "import_stats", { "test_name": "string", "peak_memory_bytes": "int", "time_ms": "int", }, ) run_tests()
|
Code Review: ⚠️ Code quality: Unexpected indentation at line 13 Unexpected indentation at line 14 Unexpected indentation at line 17 Unexpected indentation at line 30 Unexpected indentation at line 31 Unexpected indentation at line 34 Unexpected indentation at line 35 Unexpected indentation at line 38 Unexpected indentation at line 39 Unexpected indentation at line 40 Unexpected indentation at line 41 Unexpected indentation at line 42 Unexpected indentation at line 45 Unexpected indentation at line 46 Unexpected indentation at line 47 Unexpected indentation at line 50 Unexpected indentation at line 51 Unexpected indentation at line 52 Unexpected indentation at line 53 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 ✨ Improvements: Add docstring to class 'TestImportTime' Add docstring to function 'test_peak_memory' Add docstring to function 'profile'
|
advanced
|
testing
|
code_review
|
Pythoncode:Python
| 4
| 1
| 2,114
| true
|
[{"role": "user", "content": "Review this Pythoncode:Python code:\nimport subprocess\nimport sys\nimport unittest\nimport pathlib\n\nfrom torch.testing._internal.common_utils import TestCase, run_tests, IS_LINUX, IS_IN_CI\n\n\nREPO_ROOT = pathlib.Path(__file__).resolve().parent.parent\n\ntry:\n # Just in case PyTorch was not built in 'develop' mode\n sys.path.append(str(REPO_ROOT))\n from tools.stats.scribe import rds_write, register_rds_schema\nexcept ImportError:\n register_rds_schema = None\n rds_write = None\n\n\n# these tests could eventually be changed to fail if the import/init\n# time is greater than a certain threshold, but for now we just use them\n# as a way to track the duration of `import torch` in our ossci-metrics\n# S3 bucket (see tools/stats/print_test_stats.py)\nclass TestImportTime(TestCase):\n def test_time_import_torch(self):\n TestCase.runWithPytorchAPIUsageStderr(\"import torch\")\n\n def test_time_cuda_device_count(self):\n TestCase.runWithPytorchAPIUsageStderr(\n \"import torch; torch.cuda.device_count()\",\n )\n\n @unittest.skipIf(not IS_LINUX, \"Memory test is only implemented for Linux\")\n @unittest.skipIf(not IS_IN_CI, \"Memory test only runs in CI\")\n def test_peak_memory(self):\n def profile(module, name):\n command = f\"import {module}; import resource; print(resource.getrusage(resource.RUSAGE_SELF).ru_maxrss)\"\n result = subprocess.run(\n [sys.executable, \"-c\", command],\n stdout=subprocess.PIPE,\n )\n max_rss = int(result.stdout.decode().strip())\n\n return {\n \"test_name\": name,\n \"peak_memory_bytes\": max_rss,\n }\n\n data = profile(\"torch\", \"pytorch\")\n baseline = profile(\"sys\", \"baseline\")\n rds_write(\n \"import_stats\", [data, baseline]\n )\n\n\nif __name__ == \"__main__\":\n if register_rds_schema and IS_IN_CI:\n register_rds_schema(\n \"import_stats\",\n {\n \"test_name\": \"string\",\n \"peak_memory_bytes\": \"int\",\n \"time_ms\": \"int\",\n },\n )\n\n run_tests()"}, {"role": "assistant", "content": " Code Review:\n\n\n\u26a0\ufe0f Code quality:\n Unexpected indentation at line 13\n Unexpected indentation at line 14\n Unexpected indentation at line 17\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 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 45\n Unexpected indentation at line 46\n Unexpected indentation at line 47\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 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\n\u2728 Improvements:\n Add docstring to class 'TestImportTime'\n Add docstring to function 'test_peak_memory'\n Add docstring to function 'profile'"}]
| false
| null | null | null |
9c3ee51c4543a5b2653184ca78a98a29af6b98cb
|
TheStack--python--000.parquet
|
Complete this Pythoncode:Python code: from django.core.exceptions import ValidationError from django.core.validators import validate_email from django.template import Template, TemplateSyntaxError, TemplateDoesNotExist from django.utils.encoding import force_str def validate_email_with_name(value): """ Validate email address. Both "Recipient Name <email@example.com>" and "email@example.com" are valid. """ value = force_str(value) recipient = value if '<' in value and '>' in value: start = value.find('<') + 1 end = value.find('>') if start < end: recipient = value[start:end] validate_email(recipient) def validate_comma_separated_emails(value): """ Validate every email address in a comma separated list of emails. """
|
if not isinstance(value, (tuple, list)): raise ValidationError('Email list must be a list/tuple.') for email in value: try: validate_email_with_name(email) except ValidationError: raise ValidationError('Invalid email: %s' % email, code='invalid') def validate_template_syntax(source): """ Basic Django Template syntax validation. This allows for robuster template authoring. """ try: Template(source) except (TemplateSyntaxError, TemplateDoesNotExist) as err: raise ValidationError(str(err))
|
intermediate
|
machine_learning
|
code_completion
|
Pythoncode:Python
| 3
| 0
| 1,365
| true
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\nfrom django.core.exceptions import ValidationError\nfrom django.core.validators import validate_email\nfrom django.template import Template, TemplateSyntaxError, TemplateDoesNotExist\nfrom django.utils.encoding import force_str\n\n\ndef validate_email_with_name(value):\n \"\"\"\n Validate email address.\n\n Both \"Recipient Name <email@example.com>\" and \"email@example.com\" are valid.\n \"\"\"\n value = force_str(value)\n\n recipient = value\n if '<' in value and '>' in value:\n start = value.find('<') + 1\n end = value.find('>')\n if start < end:\n recipient = value[start:end]\n\n validate_email(recipient)\n\n\ndef validate_comma_separated_emails(value):\n \"\"\"\n Validate every email address in a comma separated list of emails.\n \"\"\""}, {"role": "assistant", "content": "\n if not isinstance(value, (tuple, list)):\n raise ValidationError('Email list must be a list/tuple.')\n\n for email in value:\n try:\n validate_email_with_name(email)\n except ValidationError:\n raise ValidationError('Invalid email: %s' % email, code='invalid')\n\n\ndef validate_template_syntax(source):\n \"\"\"\n Basic Django Template syntax validation. This allows for robuster template\n authoring.\n \"\"\"\n try:\n Template(source)\n except (TemplateSyntaxError, TemplateDoesNotExist) as err:\n raise ValidationError(str(err))"}]
| false
| null | null | null |
9c3ffd59fa98b323892e6f69d6dc5851e106b046
|
TheStack--python--000.parquet
|
Fill in the in this Pythoncode:Python code: # Input DOI / URL import re import sys # Pyperclip is not built-in, check and download if needed try: import pyperclip except (ImportError, ModuleNotFoundError): print('Pyperclip module not found. Please download it.') sys.exit(0) # Regex for links link_regex = re.compile(r'''( http[s]?:// (?:[a-zA-Z]| [0-9]| [$-_@.&+]| [!*\(\),]| (?:%[0-9a-fA-F][0-9a-fA-F]))+ )''', re.IGNORECASE | re.VERBOSE) # Get DOI / URL using different methods # Method 1: argument try: input_link = sys.argv[1] # Complete this line except IndexError: input_link = pyperclip.paste() # Method 3: manual input def regex_check(regex, link): """ Check using regex. If DOI/URL are not in the right format, require manual input until correct or Enter to quit. """ while True: match = re.match(regex, link) if match == None: link = str(input('''Enter valid DOI / URL or press Enter to quit: > ''')) if link == '': exit() else: continue else: return link url = regex_check(link_regex, input_link)
|
The missing line is: # Method 2: clipboard
|
intermediate
|
api
|
fill_in_the_blank
|
Pythoncode:Python
| 1
| 0
| 1,144
| true
|
[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\n# Input DOI / URL\n\nimport re\nimport sys\n\n# Pyperclip is not built-in, check and download if needed\ntry:\n import pyperclip\nexcept (ImportError, ModuleNotFoundError):\n print('Pyperclip module not found. Please download it.')\n sys.exit(0)\n\n# Regex for links\nlink_regex = re.compile(r'''(\n http[s]?://\n (?:[a-zA-Z]|\n [0-9]|\n [$-_@.&+]|\n [!*\\(\\),]|\n (?:%[0-9a-fA-F][0-9a-fA-F]))+\n )''', re.IGNORECASE | re.VERBOSE)\n\n# Get DOI / URL using different methods\n\n# Method 1: argument\ntry:\n input_link = sys.argv[1]\n # Complete this line\nexcept IndexError:\n input_link = pyperclip.paste()\n\n# Method 3: manual input\ndef regex_check(regex, link):\n \"\"\"\n Check using regex. If DOI/URL are not in the right format,\n require manual input until correct or Enter to quit.\n \"\"\"\n while True:\n match = re.match(regex, link)\n if match == None:\n link = str(input('''Enter valid DOI / URL or press Enter to quit: > '''))\n if link == '':\n exit()\n else:\n continue\n else:\n return link\n\nurl = regex_check(link_regex, input_link)"}, {"role": "assistant", "content": "The missing line is:\n# Method 2: clipboard"}]
| false
| null | null | null |
9c429be32392440a110878d04d24fb43356f3b77
|
TheStack--python--000.parquet
|
Repair the syntax errors in this Pythoncode:Python code: import argparse import csv import os import torch import tqdm from torch import distributed from torch.utils import data from torchvision import datasets from torchvision import transforms from nets import nn from utils import util def batch(images, target, model, criterion=None images = images.cuda() target = target.cuda() if criterion: with torch.cuda.amp.autocast(): loss = criterion(model(images), target) return loss else: return util.accuracy(model(images), target, top_k=(1, 5)) ... [5 more functiondefs truncated] ...
|
Syntax Analysis: Syntax Errors Found: • Code truncated in middle of expression - unexpected EOF • Unclosed '(' at line 15 - expected ')' • SyntaxError: '(' was never closed at line 15 Fixes: • Complete the expression on the last line • Add closing ')' bracket • Review code syntax
|
intermediate
|
database
|
syntax_repair
|
Pythoncode:Python
| 1
| 0
| 592
| true
|
[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\nimport argparse\nimport csv\nimport os\n\nimport torch\nimport tqdm\nfrom torch import distributed\nfrom torch.utils import data\nfrom torchvision import datasets\nfrom torchvision import transforms\n\nfrom nets import nn\nfrom utils import util\n\ndef batch(images, target, model, criterion=None\n images = images.cuda()\n target = target.cuda()\n if criterion:\n with torch.cuda.amp.autocast():\n loss = criterion(model(images), target)\n return loss\n else:\n return util.accuracy(model(images), target, top_k=(1, 5))\n\n\n\n ... [5 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 15 - expected ')'\n \u2022 SyntaxError: '(' was never closed at line 15\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
|
9c42cb2bbf7ba2f9f5bbb8435dcd766270fb6340
|
TheStack--python--000.parquet
|
Complete this Pythoncode:Python code: import numpy as np from time import time from cgbind.atoms import get_atomic_number from cgbind.log import logger from cgbind.constants import Constants from cgbind.exceptions import CgbindCritical def get_esp_cube_lines(charges, atoms): """ From a list of charges and a set of xyzs create the electrostatic potential map grid-ed uniformly between the most negative x, y, z values -5 Å and the largest x, y, z +5 Å :param charges: (list(float)) :param atoms: (list(autode.atoms.Atom)) :return: (list(str)), (min ESP value, max ESP value) """ logger.info('Calculating the ESP and generating a .cube file') start_time = time() try: from esp_gen import get_cube_lines except ModuleNotFoundError: raise CgbindCritical('esp_gen not available. cgbind must be ' 'installed with the --esp_gen flag') if charges is None: logger.error('Could not generate an .cube file, charges were None') return [], (None, None) coords = np.array([atom.coord for atom in atoms]) charges = np.array(charges) # Get the max and min points from the coordinates max_cart_values = np.max(coords, axis=0) min_cat_values = np.min(coords, axis=0) # The grid needs to be slightly larger than the smallest/largest Cartesian # coordinate # NOTE: All distances from here are in Bohr (a0) i.e. atomic units min_carts = Constants.ang2a0 * (min_cat_values - 5 * np.ones(3)) max_carts = Constants.ang2a0 * (max_cart_values + 5 * np.ones(3))
|
coords = np.array([Constants.ang2a0 * np.array(coord) for coord in coords]) # Number of voxels will be nx * ny * nz nx, ny, nz = 50, 50, 50 vox_size = max_carts - min_carts rx, ry, rz = vox_size[0] / nx, vox_size[1] / ny, vox_size[2] / nz # Write the .cube file lines cube_file_lines = ['Generated by cgbind\n', 'ESP\n'] n_atoms = len(coords) min_x, min_y, min_z = min_carts cube_file_lines.append(f'{n_atoms:>5d}{min_x:>12f}{min_y:>12f}{min_z:>12f}\n') # n_atoms origin(x y z) cube_file_lines.append(f'{nx:>5d}{rx:>12f}{0.0:>12f}{0.0:>12f}\n') # Number of voxels and their size cube_file_lines.append(f'{ny:>5d}{0.0:>12f}{ry:>12f}{0.0:>12f}\n') cube_file_lines.append(f'{nz:>5d}{0.0:>12f}{0.0:>12f}{rz:>12f}\n') for atom in atoms: x, y, z = atom.coord cube_file_lines.append(f'{get_atomic_number(atom):>5d}{0.0:>12f}' f'{Constants.ang2a0*x:>12f}{Constants.ang2a0*y:>12f}{Constants.ang2a0*z:>12f}\n') # Looping over x, y, z is slow in python so use Cython extension cube_val_lines, min_val, max_val = get_cube_lines(nx, ny, nz, coords, min_carts, charges, vox_size) cube_file_lines += cube_val_lines logger.info(f'ESP generated in {time()-start_time:.3f} s') return cube_file_lines, (min_val, max_val)
|
intermediate
|
database
|
code_completion
|
Pythoncode:Python
| 1
| 0
| 2,897
| true
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\nimport numpy as np\nfrom time import time\nfrom cgbind.atoms import get_atomic_number\nfrom cgbind.log import logger\nfrom cgbind.constants import Constants\nfrom cgbind.exceptions import CgbindCritical\n\n\ndef get_esp_cube_lines(charges, atoms):\n \"\"\"\n From a list of charges and a set of xyzs create the electrostatic potential\n map grid-ed uniformly between the most negative x, y, z values -5 \u00c5\n and the largest x, y, z +5 \u00c5\n\n :param charges: (list(float))\n :param atoms: (list(autode.atoms.Atom))\n :return: (list(str)), (min ESP value, max ESP value)\n \"\"\"\n logger.info('Calculating the ESP and generating a .cube file')\n start_time = time()\n\n try:\n from esp_gen import get_cube_lines\n\n except ModuleNotFoundError:\n raise CgbindCritical('esp_gen not available. cgbind must be '\n 'installed with the --esp_gen flag')\n\n if charges is None:\n logger.error('Could not generate an .cube file, charges were None')\n return [], (None, None)\n\n coords = np.array([atom.coord for atom in atoms])\n charges = np.array(charges)\n\n # Get the max and min points from the coordinates\n max_cart_values = np.max(coords, axis=0)\n min_cat_values = np.min(coords, axis=0)\n\n # The grid needs to be slightly larger than the smallest/largest Cartesian\n # coordinate\n # NOTE: All distances from here are in Bohr (a0) i.e. atomic units\n min_carts = Constants.ang2a0 * (min_cat_values - 5 * np.ones(3))\n max_carts = Constants.ang2a0 * (max_cart_values + 5 * np.ones(3))"}, {"role": "assistant", "content": "\n coords = np.array([Constants.ang2a0 * np.array(coord) for coord in coords])\n\n # Number of voxels will be nx * ny * nz\n nx, ny, nz = 50, 50, 50\n\n vox_size = max_carts - min_carts\n rx, ry, rz = vox_size[0] / nx, vox_size[1] / ny, vox_size[2] / nz\n\n # Write the .cube file lines\n cube_file_lines = ['Generated by cgbind\\n', 'ESP\\n']\n\n n_atoms = len(coords)\n min_x, min_y, min_z = min_carts\n cube_file_lines.append(f'{n_atoms:>5d}{min_x:>12f}{min_y:>12f}{min_z:>12f}\\n') # n_atoms origin(x y z)\n\n cube_file_lines.append(f'{nx:>5d}{rx:>12f}{0.0:>12f}{0.0:>12f}\\n') # Number of voxels and their size\n cube_file_lines.append(f'{ny:>5d}{0.0:>12f}{ry:>12f}{0.0:>12f}\\n')\n cube_file_lines.append(f'{nz:>5d}{0.0:>12f}{0.0:>12f}{rz:>12f}\\n')\n\n for atom in atoms:\n x, y, z = atom.coord\n cube_file_lines.append(f'{get_atomic_number(atom):>5d}{0.0:>12f}'\n f'{Constants.ang2a0*x:>12f}{Constants.ang2a0*y:>12f}{Constants.ang2a0*z:>12f}\\n')\n\n # Looping over x, y, z is slow in python so use Cython extension\n cube_val_lines, min_val, max_val = get_cube_lines(nx, ny, nz, coords, min_carts, charges, vox_size)\n cube_file_lines += cube_val_lines\n\n logger.info(f'ESP generated in {time()-start_time:.3f} s')\n return cube_file_lines, (min_val, max_val)"}]
| false
| null | null | null |
9c42d1030d5bf12bec44656b0c6d8328e6f4647e
|
TheStack--python--000.parquet
|
Complete this Pythoncode:Python code: import os import sys import logging import time import argparse import numpy as np from collections import OrderedDict import scripts.options as option
|
import utils.util as util from data.util import bgr2ycbcr from data import create_dataset, create_dataloader from models import create_model # options
|
intermediate
|
machine_learning
|
code_completion
|
Pythoncode:Python
| 0
| 0
| 304
| true
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\nimport os\nimport sys\nimport logging\nimport time\nimport argparse\nimport numpy as np\nfrom collections import OrderedDict\n\nimport scripts.options as option"}, {"role": "assistant", "content": "\nimport utils.util as util\nfrom data.util import bgr2ycbcr\nfrom data import create_dataset, create_dataloader\nfrom models import create_model\n\n# options"}]
| false
| null | null | null |
9c43dad16fef03fbc908a7aa39b6c4226fc2883c
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: # coding:utf-8 import time import matplotlib.pyplot as plt import numpy as np import sklearn import sklearn.datasets import sklearn.linear_model import matplotlib def plot_decision_boundary(pred_func): # Set min and max values and give it some padding x_min, x_max = X[:, 0].min() - .5, X[:, 0].max() + .5 y_min, y_max = X[:, 1].min() - .5, X[:, 1].max() + .5 h = 0.01 # Generate a grid of points with distance h between them xx, yy = np.meshgrid(np.arange(x_min, x_max, h), np.arange(y_min, y_max, h)) # Predict the function value for the whole gid Z = pred_func(np.c_[xx.ravel(), yy.ravel()]) Z = Z.reshape(xx.shape) # Plot the contour and training examples plt.contourf(xx, yy, Z, cmap=plt.cm.Spectral) plt.scatter(X[:, 0], X[:, 1], c=y, cmap=plt.cm.Spectral) plot_decision_boundary(lambda x: clf.predict(x)) plt.title("Logistic Regression") #plt.show() num_examples = len(X) # training set size nn_input_dim = 2 # input layer dimensionality nn_output_dim = 2 # output layer dimensionality # Gradient descent parameters (I picked these by hand) epsilon = 0.01 # learning rate for gradient descent reg_lambda = 0.01 # regularization strength
|
Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Detected Errors: • Code truncated in middle of expression - unexpected EOF Fix: Complete the truncated code structure
|
intermediate
|
machine_learning
|
error_detection
|
Pythoncode:Python
| 3
| 0
| 1,206
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\n# coding:utf-8\n\nimport time\nimport matplotlib.pyplot as plt\nimport numpy as np\nimport sklearn\nimport sklearn.datasets\nimport sklearn.linear_model\nimport matplotlib\n\ndef plot_decision_boundary(pred_func):\n # Set min and max values and give it some padding\n x_min, x_max = X[:, 0].min() - .5, X[:, 0].max() + .5\n y_min, y_max = X[:, 1].min() - .5, X[:, 1].max() + .5\n h = 0.01\n # Generate a grid of points with distance h between them\n xx, yy = np.meshgrid(np.arange(x_min, x_max, h), np.arange(y_min, y_max,\n h))\n # Predict the function value for the whole gid\n Z = pred_func(np.c_[xx.ravel(), yy.ravel()])\n Z = Z.reshape(xx.shape)\n # Plot the contour and training examples\n plt.contourf(xx, yy, Z, cmap=plt.cm.Spectral)\n plt.scatter(X[:, 0], X[:, 1], c=y, cmap=plt.cm.Spectral)\n\n\n\nplot_decision_boundary(lambda x: clf.predict(x))\nplt.title(\"Logistic Regression\")\n#plt.show()\n\nnum_examples = len(X) # training set size\nnn_input_dim = 2 # input layer dimensionality\nnn_output_dim = 2 # output layer dimensionality\n\n# Gradient descent parameters (I picked these by hand)\nepsilon = 0.01 # learning rate for gradient descent\nreg_lambda = 0.01 # regularization strength"}, {"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
|
9c4403124da36e660f5e49831ef1324004e35d3f
|
TheStack--python--000.parquet
|
Fix this broken Pythoncode:Python code: #!/usr/bin/env python # coding Error: SyntaxError / EOF
|
Fixed Code: #!/usr/bin/env python # coding=utf-8 from manage import db import app.domain.model db.create_all() Explanation: Complete the truncated code structure
|
beginner
|
machine_learning
|
error_fixing
|
Pythoncode:Python
| 0
| 0
| 30
| true
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\n#!/usr/bin/env python\n# coding\n\n Error: SyntaxError / EOF"}, {"role": "assistant", "content": " Fixed Code:\n\n\n#!/usr/bin/env python\n# coding=utf-8\n\nfrom manage import db\nimport app.domain.model\n\ndb.create_all()\n\n Explanation: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
9c44390f5cc963fc28a219803d274d7a3995f439
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: import asyncio import json from aiodocker import Docker, DockerError from jupyterhub.tests.utils import api_request async def add_environment( app, *, repo, ref="master", name="", memory="", cpu="" ): """Use the POST endpoint to add a new environment""" r = await api_request( app, "environments", method="post", data=json.dumps( {"repo": repo, "ref": ref, "name": name, "memory": memory, "cpu": cpu,} ), ) return r async def wait_for_image(*, image_name): """wait until a
|
Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Detected Errors: • Unterminated string literal at line 24 • SyntaxError: unterminated triple-quoted string literal (detected at line 24) at line 24 Fix: Complete the truncated code structure
|
intermediate
|
testing
|
error_detection
|
Pythoncode:Python
| 0
| 0
| 553
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nimport asyncio\nimport json\n\nfrom aiodocker import Docker, DockerError\nfrom jupyterhub.tests.utils import api_request\n\n\nasync def add_environment(\n app, *, repo, ref=\"master\", name=\"\", memory=\"\", cpu=\"\"\n):\n \"\"\"Use the POST endpoint to add a new environment\"\"\"\n r = await api_request(\n app,\n \"environments\",\n method=\"post\",\n data=json.dumps(\n {\"repo\": repo, \"ref\": ref, \"name\": name, \"memory\": memory, \"cpu\": cpu,}\n ),\n )\n return r\n\n\nasync def wait_for_image(*, image_name):\n \"\"\"wait until a"}, {"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 24\n \u2022 SyntaxError: unterminated triple-quoted string literal (detected at line 24) at line 24\n\n Fix: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
9c4523a703ff0d45d61f298f70ea4dd4f700b946
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: from api import db from uuid import uuid4 from ariadne import MutationType from api.models import Post from api.store import queues mutation = MutationType() @mutation.field("createPost") async def create_post_resolver(obj, info, input): try: post = Post(postId=uuid4(), caption=input["caption"]) db.session.add(post) db.session.commit( for queue in queues: queue.put(post) return{ "error": None, "post": post } except Exception as e: return{ "error": {"message":str(e), "field": "unknown"}, "post": None }
|
Error Analysis: Error Type: BROKEN_INDENTATION Error: IndentationError: unexpected indent Detected Errors: • Unclosed '(' at line 15 - expected ')' • SyntaxError: expected 'except' or 'finally' block at line 15 Fix: Fix indentation to match Python syntax rules
|
intermediate
|
api
|
error_detection
|
Pythoncode:Python
| 0
| 0
| 648
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\n\nfrom api import db\nfrom uuid import uuid4\nfrom ariadne import MutationType\n\nfrom api.models import Post\nfrom api.store import queues\nmutation = MutationType()\n\n@mutation.field(\"createPost\")\nasync def create_post_resolver(obj, info, input):\n try:\n post = Post(postId=uuid4(), caption=input[\"caption\"])\n db.session.add(post)\ndb.session.commit(\n for queue in queues:\n queue.put(post) \n \n return{\n \"error\": None,\n \"post\": post\n }\n except Exception as e:\n return{\n \"error\": {\"message\":str(e), \"field\": \"unknown\"},\n \"post\": None\n }"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: BROKEN_INDENTATION\n Error: IndentationError: unexpected indent\n\n Detected Errors:\n \u2022 Unclosed '(' at line 15 - expected ')'\n \u2022 SyntaxError: expected 'except' or 'finally' block at line 15\n\n Fix: Fix indentation to match Python syntax rules"}]
| true
|
syntax
|
BROKEN_INDENTATION
|
MEDIUM
|
9c464b6985d41cae6c644e444882f725004b5bea
|
TheStack--python--000.parquet
|
Review this Pythoncode:Python code: from async_sched.client import quit_server as module_quit from async_sched.client import request_schedules as module_request from async_sched.client import run_command as module_run from async_sched.client import schedule_command as module_schedule from async_sched.client import stop_schedule as module_stop from async_sched.client import update_server as module_update from .client import Client, \ quit_server_async, quit_server, update_server_async, update_server, request_schedules_async, \ request_schedules, run_command_async, run_command, schedule_command_async, schedule_command, \ stop_schedule_async, stop_schedule # The other modules in this package exist for the "-m" python flag # `python -m async_sched.client.request_schedules --host "12.0.0.1" --port 8000` __all__ = ['Client', 'quit_server_async', 'quit_server', 'update_server_async', 'update_server', 'request_schedules_async', 'request_schedules', 'run_command_async', 'run_command', 'schedule_command_async', 'schedule_command', 'stop_schedule_async', 'stop_schedule', 'module_quit', 'module_request', 'module_run', 'module_schedule', 'module_stop', 'module_update']
|
Code Review: ⚠️ Code quality: Unexpected indentation at line 9 Unexpected indentation at line 10 Unexpected indentation at line 11 Unexpected indentation at line 18 Unexpected indentation at line 19 Unexpected indentation at line 20
|
intermediate
|
api
|
code_review
|
Pythoncode:Python
| 0
| 0
| 1,200
| true
|
[{"role": "user", "content": "Review this Pythoncode:Python code:\nfrom async_sched.client import quit_server as module_quit\nfrom async_sched.client import request_schedules as module_request\nfrom async_sched.client import run_command as module_run\nfrom async_sched.client import schedule_command as module_schedule\nfrom async_sched.client import stop_schedule as module_stop\nfrom async_sched.client import update_server as module_update\n\nfrom .client import Client, \\\n quit_server_async, quit_server, update_server_async, update_server, request_schedules_async, \\\n request_schedules, run_command_async, run_command, schedule_command_async, schedule_command, \\\n stop_schedule_async, stop_schedule\n\n# The other modules in this package exist for the \"-m\" python flag\n# `python -m async_sched.client.request_schedules --host \"12.0.0.1\" --port 8000`\n\n\n__all__ = ['Client',\n 'quit_server_async', 'quit_server', 'update_server_async', 'update_server', 'request_schedules_async',\n 'request_schedules', 'run_command_async', 'run_command', 'schedule_command_async', 'schedule_command',\n 'stop_schedule_async', 'stop_schedule',\n\n 'module_quit', 'module_request', 'module_run', 'module_schedule', 'module_stop', 'module_update']"}, {"role": "assistant", "content": " Code Review:\n\n\n\u26a0\ufe0f Code quality:\n Unexpected indentation at line 9\n Unexpected indentation at line 10\n Unexpected indentation at line 11\n Unexpected indentation at line 18\n Unexpected indentation at line 19\n Unexpected indentation at line 20"}]
| false
| null | null | null |
9c464f3f464935bc0cc2e17b41fede6128938835
|
TheStack--python--000.parquet
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Suggest refactoring for this Pythoncode:Python code: import abc from typing import TypeVar, Generic, List, Dict T = TypeVar('T') class CRUDInterface(Generic[T], metaclass=abc.ABCMeta): @abc.abstractmethod def all(self) -> List[T]: pass @abc.abstractmethod def one_by_id(self, entity_id: int) -> T: pass @abc.abstractmethod def append_one(self, entity: Dict) -> T: pass @abc.abstractmethod def replace_one(self, entity: Dict) -> None: pass @abc.abstractmethod def remove_one(self, entity_id: int) -> None: pass
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Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
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advanced
|
oop
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refactoring
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Pythoncode:Python
| 5
| 1
| 545
| true
|
[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\nimport abc\nfrom typing import TypeVar, Generic, List, Dict\n\nT = TypeVar('T')\n\n\nclass CRUDInterface(Generic[T], metaclass=abc.ABCMeta):\n\n @abc.abstractmethod\n def all(self) -> List[T]:\n pass\n\n @abc.abstractmethod\n def one_by_id(self, entity_id: int) -> T:\n pass\n\n @abc.abstractmethod\n def append_one(self, entity: Dict) -> T:\n pass\n\n @abc.abstractmethod\n def replace_one(self, entity: Dict) -> None:\n pass\n\n @abc.abstractmethod\n def remove_one(self, entity_id: int) -> None:\n pass"}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
9c4665897e0c67f15abd7b343516434de1fce226
|
TheStack--python--000.parquet
|
Explain this Pythoncode:Python code: from pathlib import Path import pytest import git import json from conftest import TEST_DIR def test_init_with_project(tmpdir): output_path = Path(tmpdir.strpath) # Set arguments args = f"init -o {output_path} {TEST_DIR}/example_templates/python_project" from masonry import main # Run from entry point main.main(args=args) # Check files were created package_name = 'testpackage' files = [ '.git/', '.mason', 'MANIFEST.in', 'README', 'requirements.txt', 'setup.py', 'src/testpackage', 'src/testpackage/__init__.py', 'src/testpackage/main.py' ] for f in files: p = output_path / package_name / f assert p.exists() # Check requirements were polulated target = "requests\nlogzero\n" req_file = output_path / package_name / 'requirements.txt' result = req_file.read_text() assert result == target # Check git repo was created and commits made repo_dir = output_path / package_name r = git.Repo(repo_dir.as_posix()) log = r.git.log(pretty='oneline').split('\n') assert len(log) == 1 assert "Add 'package' template layer via stone mason." in log[0] def test_init_with_project_and_template(tmpdir, no_prompts): output_path = Path(tmpdir.strpath) # Set arguments args = f"init -o {output_path} {TEST_DIR}/example_templates/python_project/pytest" from masonry import main # Run from entry point main.main(args=args) # Check files were created package_name = 'testpackage' files = [ '.git/', '.mason', 'MANIFEST.in', 'README', 'requirements.txt', 'setup.py', 'src/testpackage', 'src/testpackage/__init__.py', 'src/testpackage/main.py', 'tests/test_foo.py' ] for f in files: p = output_path / package_name / f assert p.exists() # Check requirements were polulated target = "requests\nlogzero\npytest\npytest-cov\ncoverage\n" req_file = output_path / package_name / 'requirements.txt' result = req_file.read_text() assert result == target # Check MANIFEST was prefixed target = "graft tests\ngraft src\n" manifest_file = output_path / package_name / 'MANIFEST.in' result = manifest_file.read_text() assert result == target # Check git repo was created and commits made repo_dir = output_path / package_name r = git.Repo(repo_dir.as_posix()) log = r.git.log(pretty='oneline').split('\n') assert len(log) == 2 assert "Add 'pytest' template layer via stone mason." in log[0] assert "Add 'package' template layer via stone mason." in log[1]
|
Functions: test_init_with_project, test_init_with_project_and_template This code demonstrates Pythoncode:Python programming.
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intermediate
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testing
|
code_explanation
|
Pythoncode:Python
| 2
| 0
| 2,730
| true
|
[{"role": "user", "content": "Explain this Pythoncode:Python code:\n\nfrom pathlib import Path\nimport pytest\nimport git\nimport json\n\nfrom conftest import TEST_DIR\n\n\ndef test_init_with_project(tmpdir):\n\n output_path = Path(tmpdir.strpath)\n\n # Set arguments\n args = f\"init -o {output_path} {TEST_DIR}/example_templates/python_project\"\n\n from masonry import main\n # Run from entry point\n main.main(args=args)\n\n # Check files were created\n package_name = 'testpackage'\n files = [\n '.git/',\n '.mason',\n 'MANIFEST.in',\n 'README',\n 'requirements.txt',\n 'setup.py',\n 'src/testpackage',\n 'src/testpackage/__init__.py',\n 'src/testpackage/main.py'\n ]\n for f in files:\n p = output_path / package_name / f\n assert p.exists()\n\n # Check requirements were polulated\n target = \"requests\\nlogzero\\n\"\n req_file = output_path / package_name / 'requirements.txt'\n result = req_file.read_text()\n assert result == target\n\n # Check git repo was created and commits made\n repo_dir = output_path / package_name\n r = git.Repo(repo_dir.as_posix())\n log = r.git.log(pretty='oneline').split('\\n')\n assert len(log) == 1\n assert \"Add 'package' template layer via stone mason.\" in log[0]\n\n\ndef test_init_with_project_and_template(tmpdir, no_prompts):\n\n output_path = Path(tmpdir.strpath)\n\n # Set arguments\n args = f\"init -o {output_path} {TEST_DIR}/example_templates/python_project/pytest\"\n\n from masonry import main\n # Run from entry point\n main.main(args=args)\n\n # Check files were created\n package_name = 'testpackage'\n files = [\n '.git/',\n '.mason',\n 'MANIFEST.in',\n 'README',\n 'requirements.txt',\n 'setup.py',\n 'src/testpackage',\n 'src/testpackage/__init__.py',\n 'src/testpackage/main.py',\n 'tests/test_foo.py'\n ]\n for f in files:\n p = output_path / package_name / f\n assert p.exists()\n\n # Check requirements were polulated\n target = \"requests\\nlogzero\\npytest\\npytest-cov\\ncoverage\\n\"\n req_file = output_path / package_name / 'requirements.txt'\n result = req_file.read_text()\n\n assert result == target\n\n # Check MANIFEST was prefixed\n target = \"graft tests\\ngraft src\\n\"\n manifest_file = output_path / package_name / 'MANIFEST.in'\n result = manifest_file.read_text()\n\n assert result == target\n\n # Check git repo was created and commits made\n repo_dir = output_path / package_name\n r = git.Repo(repo_dir.as_posix())\n log = r.git.log(pretty='oneline').split('\\n')\n assert len(log) == 2\n assert \"Add 'pytest' template layer via stone mason.\" in log[0]\n assert \"Add 'package' template layer via stone mason.\" in log[1]"}, {"role": "assistant", "content": " Functions: test_init_with_project, test_init_with_project_and_template\n This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
9c47360ad31544c866959d439dec3d10ef843fd1
|
TheStack--python--000.parquet
|
Complete this Pythoncode:Python code: # Copyright 2015 Huawei Technologies Co., Ltd. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, software # distributed under the License is distributed on an "AS IS" BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. from oslo_config import cfg from oslo_log import log as logging from pecan import rest import six import tooz.coordination import wsmeext.pecan as wsme_pecan from mistral.api import access_control as acl from mistral.api.controllers.v2 import resources # TODO(rakhmerov): invalid dependency, a REST controller must not depend on # a launch script. from mistral.cmd import launch from mistral import context from mistral import exceptions as exc from mistral.service import coordination from mistral.utils import rest_utils LOG = logging.getLogger(__name__) class ServicesController(rest.RestController): @rest_utils.wrap_wsme_controller_exception @wsme_pecan.wsexpose(resources.Services) def get_all(self): """Return all services.""" acl.enforce('services:list', context.ctx()) LOG.info("Fetch services.")
|
if not cfg.CONF.coordination.backend_url: raise exc.CoordinationException("Service API is not supported.") service_coordinator = coordination.get_service_coordinator() if not service_coordinator.is_active(): raise exc.CoordinationException( "Failed to connect to coordination backend." ) services_list = [] service_group = ['%s_group' % i for i in launch.LAUNCH_OPTIONS] try: for group in service_group: members = service_coordinator.get_members(group) services_list.extend( [resources.Service.from_dict( {'type': group, 'name': member}) for member in members] ) except tooz.coordination.ToozError as e: # In the scenario of network interruption or manually shutdown # connection shutdown, ToozError will be raised. raise exc.CoordinationException( "Failed to get service members from coordination backend. %s" % six.text_type(e) ) return resources.Services(services=services_list)
|
advanced
|
api
|
code_completion
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Pythoncode:Python
| 1
| 1
| 2,657
| true
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\n# Copyright 2015 Huawei Technologies Co., Ltd.\n#\n# Licensed under the Apache License, Version 2.0 (the \"License\");\n# you may not use this file except in compliance with the License.\n# You may obtain a copy of the License at\n#\n# http://www.apache.org/licenses/LICENSE-2.0\n#\n# Unless required by applicable law or agreed to in writing, software\n# distributed under the License is distributed on an \"AS IS\" BASIS,\n# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.\n# See the License for the specific language governing permissions and\n# limitations under the License.\n\nfrom oslo_config import cfg\nfrom oslo_log import log as logging\nfrom pecan import rest\nimport six\nimport tooz.coordination\nimport wsmeext.pecan as wsme_pecan\n\nfrom mistral.api import access_control as acl\nfrom mistral.api.controllers.v2 import resources\n# TODO(rakhmerov): invalid dependency, a REST controller must not depend on\n# a launch script.\nfrom mistral.cmd import launch\nfrom mistral import context\nfrom mistral import exceptions as exc\nfrom mistral.service import coordination\nfrom mistral.utils import rest_utils\n\n\nLOG = logging.getLogger(__name__)\n\n\nclass ServicesController(rest.RestController):\n @rest_utils.wrap_wsme_controller_exception\n @wsme_pecan.wsexpose(resources.Services)\n def get_all(self):\n \"\"\"Return all services.\"\"\"\n acl.enforce('services:list', context.ctx())\n\n LOG.info(\"Fetch services.\")"}, {"role": "assistant", "content": "\n if not cfg.CONF.coordination.backend_url:\n raise exc.CoordinationException(\"Service API is not supported.\")\n\n service_coordinator = coordination.get_service_coordinator()\n\n if not service_coordinator.is_active():\n raise exc.CoordinationException(\n \"Failed to connect to coordination backend.\"\n )\n\n services_list = []\n service_group = ['%s_group' % i for i in launch.LAUNCH_OPTIONS]\n\n try:\n for group in service_group:\n members = service_coordinator.get_members(group)\n services_list.extend(\n [resources.Service.from_dict(\n {'type': group, 'name': member}) for member in members]\n )\n except tooz.coordination.ToozError as e:\n # In the scenario of network interruption or manually shutdown\n # connection shutdown, ToozError will be raised.\n raise exc.CoordinationException(\n \"Failed to get service members from coordination backend. %s\"\n % six.text_type(e)\n )\n\n return resources.Services(services=services_list)"}]
| false
| null | null | null |
9c47b2d078f8bff3deaa6bb4fad2e317c962efca
|
TheStack--python--000.parquet
|
Complete this Pythoncode:Python code: from setuptools import setup setup( name="greek-utils", version="0.2", description="various utilities for processing Ancient Greek", license="MIT", url="http://github.com/jtauber/greek-utils", author="James Tauber", author_email="jtauber@jtauber.com", packages=["greekutils"], classifiers=[ "Development Status :: 3 - Alpha", "License :: OSI Approved :: MIT License",
|
"Programming Language :: Python :: 3.3", "Programming Language :: Python :: 3.4", "Programming Language :: Python :: 3.5", "Programming Language :: Python :: 3.6", "Topic :: Text Processing", "Topic :: Text Processing :: Linguistic", "Topic :: Utilities", ], )
|
intermediate
|
api
|
code_completion
|
Pythoncode:Python
| 0
| 0
| 742
| true
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\nfrom setuptools import setup\n\nsetup(\n name=\"greek-utils\",\n version=\"0.2\",\n description=\"various utilities for processing Ancient Greek\",\n license=\"MIT\",\n url=\"http://github.com/jtauber/greek-utils\",\n author=\"James Tauber\",\n author_email=\"jtauber@jtauber.com\",\n packages=[\"greekutils\"],\n classifiers=[\n \"Development Status :: 3 - Alpha\",\n \"License :: OSI Approved :: MIT License\","}, {"role": "assistant", "content": "\n \"Programming Language :: Python :: 3.3\",\n \"Programming Language :: Python :: 3.4\",\n \"Programming Language :: Python :: 3.5\",\n \"Programming Language :: Python :: 3.6\",\n \"Topic :: Text Processing\",\n \"Topic :: Text Processing :: Linguistic\",\n \"Topic :: Utilities\",\n ],\n)"}]
| false
| null | null | null |
9c47e111b35b005c12b173bba50fdccaf56fa07f
|
TheStack--python--000.parquet
|
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