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Explain this Pythoncode:Python code: from jno.util import interpret_configs from jno.util import run_arduino_process from jno.util import create_build_directory from jno.util import get_common_parameters from jno.util import verify_arduino_dir from jno.util import verify_and_get_port from jno.util import JnoException from jno.commands.command import Command import getopt from colorama import Fore class Upload(Command): help_name = "Upload" help_usage = "jno upload [-b, --board=] boardname [-p, --ports=] port [-v, --verbose]" help_description = "Runs build and uploads to board. Without arguments, uses board/port defined locally/globally. " \ "If port is not defined, uses first available port. With -v, more info will be displayed during upload." def run(self,argv,location): jno_dict = interpret_configs() verify_arduino_dir(jno_dict) create_build_directory(jno_dict) arg_list = self.perform_upload(argv,jno_dict) run_arduino_process(arg_list) # Create argument list for arduino build def perform_upload(self,argv,jno_dict): # assemble command query # GOAL: <arduino exec> --upload <script> --board <board> --port <serial> arg_list = [jno_dict["EXEC_SCRIPT"]] # add common params - set pref arg_list.extend(get_common_parameters(jno_dict)) # add upload params arg_list.append("--upload") arg_list.append(jno_dict["SKETCH_INO"]) try: opts,args = getopt.getopt(argv, 'b:p:v',['board=','port=','verbose']) except getopt.GetoptError as e: raise JnoException(str(e)) for opt, arg in opts: if opt in ("-b","--board"): jno_dict["board"] = arg.strip() elif opt in ("-p","--port"): jno_dict["port"] = arg.strip() elif opt in ("-v","--verbose"): arg_list.append("--verbose") # verify port or get first available port = verify_and_get_port(jno_dict["port"]) if not port: if jno_dict["port"] == "DEFAULT": raise JnoException("no ports available") raise JnoException("port does not exist: {}".format(jno_dict["port"])) else: if jno_dict["port"] == "DEFAULT": print("{1}No port provided, using available port {0}{2}".format(port,Fore.YELLOW,Fore.RESET)) # add board params arg_list.append("--board") arg_list.append(self.formatBoard(jno_dict["board"],jno_dict)) # add port params arg_list.append("--port") arg_list.append(port) return arg_list
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Functions: run, perform_upload Classes: Upload 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
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[{"role": "user", "content": "Explain this Pythoncode:Python code:\nfrom jno.util import interpret_configs\nfrom jno.util import run_arduino_process\nfrom jno.util import create_build_directory\nfrom jno.util import get_common_parameters\nfrom jno.util import verify_arduino_dir\nfrom jno.util import verify_and_get_port\nfrom jno.util import JnoException\nfrom jno.commands.command import Command\n\nimport getopt\nfrom colorama import Fore\n\nclass Upload(Command):\n\n\thelp_name = \"Upload\"\n\thelp_usage = \"jno upload [-b, --board=] boardname [-p, --ports=] port [-v, --verbose]\"\n\thelp_description = \"Runs build and uploads to board. Without arguments, uses board/port defined locally/globally. \" \\\n\t\t\"If port is not defined, uses first available port. With -v, more info will be displayed during upload.\"\n\n\tdef run(self,argv,location):\n\t\tjno_dict = interpret_configs()\n\t\tverify_arduino_dir(jno_dict)\n\t\tcreate_build_directory(jno_dict)\n\t\targ_list = self.perform_upload(argv,jno_dict)\n\t\trun_arduino_process(arg_list)\n\n\t# Create argument list for arduino build \n\tdef perform_upload(self,argv,jno_dict):\n\t\t# assemble command query\n\t\t# GOAL: <arduino exec> --upload <script> --board <board> --port <serial>\n\t\targ_list = [jno_dict[\"EXEC_SCRIPT\"]]\n\t\t# add common params - set pref \n\t\targ_list.extend(get_common_parameters(jno_dict))\n\t\t# add upload params\n\t\targ_list.append(\"--upload\")\n\t\targ_list.append(jno_dict[\"SKETCH_INO\"])\n\t\n\t\ttry:\n\t\t\topts,args = getopt.getopt(argv, 'b:p:v',['board=','port=','verbose'])\n\t\texcept getopt.GetoptError as e:\n\t\t\traise JnoException(str(e))\n\t\tfor opt, arg in opts:\n\t\t\tif opt in (\"-b\",\"--board\"):\n\t\t\t\tjno_dict[\"board\"] = arg.strip()\n\t\t\telif opt in (\"-p\",\"--port\"):\n\t\t\t\tjno_dict[\"port\"] = arg.strip()\n\t\t\telif opt in (\"-v\",\"--verbose\"):\n\t\t\t\targ_list.append(\"--verbose\")\n\t\t# verify port or get first available\n\t\tport = verify_and_get_port(jno_dict[\"port\"])\n\t\tif not port:\n\t\t\tif jno_dict[\"port\"] == \"DEFAULT\":\n\t\t\t\traise JnoException(\"no ports available\")\n\t\t\traise JnoException(\"port does not exist: {}\".format(jno_dict[\"port\"]))\n\t\telse:\n\t\t\tif jno_dict[\"port\"] == \"DEFAULT\":\n\t\t\t\tprint(\"{1}No port provided, using available port {0}{2}\".format(port,Fore.YELLOW,Fore.RESET))\n\n\t\t# add board params\n\t\targ_list.append(\"--board\")\n\t\targ_list.append(self.formatBoard(jno_dict[\"board\"],jno_dict))\n\t\t# add port params\n\t\targ_list.append(\"--port\")\n\t\targ_list.append(port)\n\n\t\treturn arg_list"}, {"role": "assistant", "content": " Functions: run, perform_upload\n Classes: Upload\n This code demonstrates Pythoncode:Python programming."}]
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fca7c37bc274f186e6ec2be9680fe84ac2ca179f
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TheStack--python--000.parquet
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Fix this broken Pythoncode:Python code: import argparse import json import logging import os import torch from transformers.file_utils import ModelOutput from typing import Dict, Optional, Tuple from torch.utils.data import DataLoader, SequentialSampler from transformers.modeling_outputs import Seq2SeqLMOutput import train_seq2seq_utils import single_head_utils import multi_head_utils from torch import nn from generation_utils_multi_attribute import GenerationMixinCustomCombined from transformers import ( class Seq2SeqLMOutput(ModelOutput): loss: Optional[torch.FloatTensor] = None logits: torch.FloatTensor = None past_key_values_1: Optional[Tuple[Tuple[torch.FloatTensor]]] = None past_key_values_2: Optional[Tuple[Tuple[torch.FloatTensor]] Error: SyntaxError / EOF
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Fixed Code: import argparse import json import logging import os import torch from transformers.file_utils import ModelOutput from typing import Dict, Optional, Tuple from torch.utils.data import DataLoader, SequentialSampler from transformers.modeling_outputs import Seq2SeqLMOutput import train_seq2seq_utils import single_head_utils import multi_head_utils from torch import nn from generation_utils_multi_attribute import GenerationMixinCustomCombined from transformers import ( class Seq2SeqLMOutput(ModelOutput): loss: Optional[torch.FloatTensor] = None logits: torch.FloatTensor = None past_key_values_1: Optional[Tuple[Tuple[torch.FloatTensor]]] = None Explanation: Complete the truncated code structure
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advanced
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database
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error_fixing
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Pythoncode:Python
| 1
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[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\nimport argparse\nimport json\nimport logging\nimport os\nimport torch\nfrom transformers.file_utils import ModelOutput\nfrom typing import Dict, Optional, Tuple\nfrom torch.utils.data import DataLoader, SequentialSampler\nfrom transformers.modeling_outputs import Seq2SeqLMOutput\nimport train_seq2seq_utils\nimport single_head_utils\nimport multi_head_utils\nfrom torch import nn\nfrom generation_utils_multi_attribute import GenerationMixinCustomCombined\n\nfrom transformers import (\nclass Seq2SeqLMOutput(ModelOutput):\n loss: Optional[torch.FloatTensor] = None\n logits: torch.FloatTensor = None\n past_key_values_1: Optional[Tuple[Tuple[torch.FloatTensor]]] = None\n past_key_values_2: Optional[Tuple[Tuple[torch.FloatTensor]]\n\n Error: SyntaxError / EOF"}, {"role": "assistant", "content": " Fixed Code:\n\n\nimport argparse\nimport json\nimport logging\nimport os\nimport torch\nfrom transformers.file_utils import ModelOutput\nfrom typing import Dict, Optional, Tuple\nfrom torch.utils.data import DataLoader, SequentialSampler\nfrom transformers.modeling_outputs import Seq2SeqLMOutput\nimport train_seq2seq_utils\nimport single_head_utils\nimport multi_head_utils\nfrom torch import nn\nfrom generation_utils_multi_attribute import GenerationMixinCustomCombined\n\nfrom transformers import (\nclass Seq2SeqLMOutput(ModelOutput):\n loss: Optional[torch.FloatTensor] = None\n logits: torch.FloatTensor = None\n past_key_values_1: Optional[Tuple[Tuple[torch.FloatTensor]]] = None\n\n Explanation: Complete the truncated code structure"}]
| true
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syntax
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HARD_CUT
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CRITICAL
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fca94cd64ba4f1d65d89141aae52e93be1d8a3f6
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TheStack--python--000.parquet
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Debug this Pythoncode:Python code: import logging class CallbackHandler(logging.Handler): def __init__(self, typestr, default_tags, callback, override_tags): """ Initialize the handler. """ super().__init__() self.callback = callback self.tags = default_tags self.update_tags(override_tags or {}) self.typestr = typestr def update_tags(self, override_tags): self.tags.update(override_tags) def emit(self, record): """ Passes the log record back to the CLI for rendering """ should_cb = None attr_val = None if hasattr(record, self.typestr): attr_val = getattr(record, self.typestr) should_cb = bool(attr_val) if should_cb is None and record.levelno >= logging.INFO: should_cb = True if hasattr(record, 'tags'): for t in record.tags: if t in self.tags: if self.tags[t]: should_cb = True continue else: should_cb = False break if should_cb: self.callback(record, attr_val) class CliHandler(CallbackHandler): def __init__(self, callback, override_tags=None): default_tags = { "add_replica": True } super().__init__(typestr="cli", default_tags=default_tags, callback=callback, override_tags=override_tags) class DemoHandler(CallbackHandler): def __init__(self, callback, override_tags=None): default_tags = { "add_replica": True } super().__init__(typestr="demo", default_tags=default_tags, callback=callback, override_tags=override_tags) class TestingHandler(logging.Handler): def __init__(self, tester): """ Initialize the handler. """ super().__init__() self.tester = tester def emit(self, record): """ Captures a record. """ self.tester(record)
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Code analysis results: 🔴 Errors found: Unterminated string literal at line 6 ⚠️ Warnings: Unexpected indentation at line 7 Unexpected indentation at line 8 Unexpected indentation at line 9 Unexpected indentation at line 10 💡 Suggestions: Add closing quote at line 6 Add docstring to class 'CallbackHandler' Add docstring to class 'CliHandler'
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advanced
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testing
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debugging
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Pythoncode:Python
| 7
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[{"role": "user", "content": "Debug this Pythoncode:Python code:\nimport logging\n\n\nclass CallbackHandler(logging.Handler):\n def __init__(self, typestr, default_tags, callback, override_tags):\n \"\"\"\n Initialize the handler.\n \"\"\"\n super().__init__()\n self.callback = callback\n self.tags = default_tags\n self.update_tags(override_tags or {})\n self.typestr = typestr\n\n def update_tags(self, override_tags):\n self.tags.update(override_tags)\n\n def emit(self, record):\n \"\"\"\n Passes the log record back to the CLI for rendering\n \"\"\"\n should_cb = None\n attr_val = None\n if hasattr(record, self.typestr):\n attr_val = getattr(record, self.typestr)\n should_cb = bool(attr_val)\n if should_cb is None and record.levelno >= logging.INFO:\n should_cb = True\n if hasattr(record, 'tags'):\n for t in record.tags:\n if t in self.tags:\n if self.tags[t]:\n should_cb = True\n continue\n else:\n should_cb = False\n break\n if should_cb:\n self.callback(record, attr_val)\n\n\nclass CliHandler(CallbackHandler):\n def __init__(self, callback, override_tags=None):\n default_tags = {\n \"add_replica\": True\n }\n super().__init__(typestr=\"cli\",\n default_tags=default_tags,\n callback=callback,\n override_tags=override_tags)\n\n\nclass DemoHandler(CallbackHandler):\n def __init__(self, callback, override_tags=None):\n default_tags = {\n \"add_replica\": True\n }\n super().__init__(typestr=\"demo\",\n default_tags=default_tags,\n callback=callback,\n override_tags=override_tags)\n\n\nclass TestingHandler(logging.Handler):\n def __init__(self, tester):\n \"\"\"\n Initialize the handler.\n \"\"\"\n super().__init__()\n self.tester = tester\n\n def emit(self, record):\n \"\"\"\n Captures a record.\n \"\"\"\n self.tester(record)"}, {"role": "assistant", "content": " Code analysis results:\n\n\n\ud83d\udd34 Errors found:\n Unterminated string literal at line 6\n\n\u26a0\ufe0f Warnings:\n Unexpected indentation at line 7\n Unexpected indentation at line 8\n Unexpected indentation at line 9\n Unexpected indentation at line 10\n\n\ud83d\udca1 Suggestions:\n Add closing quote at line 6\n Add docstring to class 'CallbackHandler'\n Add docstring to class 'CliHandler'"}]
| false
| null | null | null |
fca96624113002ffa1bf51ca5fff111307a9a56b
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TheStack--python--000.parquet
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Fill in the in this Pythoncode:Python code: from functools import wraps from agave.blueprints.decorators import copy_attributes def i_am_test(func): @wraps(func) def wrapper(*args, **kwargs): return func(*args, **kwargs) wrapper.i_am_test = True return wrapper # Complete this line class TestResource: @i_am_test def retrieve(self) -> str: return 'hello' def test_copy_properties_from() -> None: def retrieve(): ... assert not hasattr(retrieve, 'i_am_test') retrieve = copy_attributes(TestResource)(retrieve) assert hasattr(retrieve, 'i_am_test')
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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
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[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\nfrom functools import wraps\n\nfrom agave.blueprints.decorators import copy_attributes\n\n\ndef i_am_test(func):\n @wraps(func)\n def wrapper(*args, **kwargs):\n return func(*args, **kwargs)\n\n wrapper.i_am_test = True\n return wrapper\n\n # Complete this line\nclass TestResource:\n @i_am_test\n def retrieve(self) -> str:\n return 'hello'\n\n\ndef test_copy_properties_from() -> None:\n def retrieve():\n ...\n\n assert not hasattr(retrieve, 'i_am_test')\n retrieve = copy_attributes(TestResource)(retrieve)\n assert hasattr(retrieve, 'i_am_test')"}, {"role": "assistant", "content": "The missing line is:"}]
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5d78b08ed15d1550fa9397049ff76029d3869bce
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TheStack--python--000.parquet
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Repair the syntax errors in this Pythoncode:Python code: # Copyright 2019 The MACE Authors. All Rights Reserved. # # Licensed under the Apache License, Version 2.0 (the "License"; # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # 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 __future__ import absolute_import from __future__ import division from __future__ import print_function import re import os import copy import yaml from enum import Enum from utils.util import mace_check from utils.util import MaceLogger from py_proto import mace_pb2 def sanitize_load(s): # do not let yaml parse ON/OFF to boolean for w in ["ON", "OFF", "on", "off"]: s = re.sub(r":\s+" + w + "$", r": '" + w + "'", s) # sub ${} to env value s = re.sub(r"\${(\w+)}", lambda x: os.environ[x.group(1)], s) return yaml.load(s) def parse(path): with open(path) as f: config = sanitize_load(f.read()) return config def parse_device_info(path): conf = parse(path) return conf["devices"] class ModelKeys(object): platform = "platform" runtime = "runtime" models = 'models' graph_optimize_options = "graph_optimize_options" input_tensors = "input_tensors" input_shapes = "input_shapes" input_data_types = "input_data_types" input_data_formats = "input_data_formats" input_ranges = "input_ranges" output_tensors = "output_tensors" output_shapes = "output_shapes" output_data_types = "output_data_types" output_data_formats = "output_data_formats" check_tensors = "check_tensors" check_shapes = "check_shapes" model_file_path = "model_file_path" model_sha256_checksum = "model_sha256_checksum" weight_file_path = "weight_file_path" weight_sha256_checksum = "weight_sha256_checksum" quantize_range_file = "quantize_range_file" quantize = "quantize" quantize_schema = "quantize_schema" quantize_large_weights = "quantize_large_weights" quantize_stat = "quantize_stat" change_concat_ranges = "change_concat_ranges" winograd = "winograd" cl_mem_type = "cl_mem_type" data_type = "data_type" subgraphs = "subgraphs" validation_inputs_data = "validation_inputs_data" class DataFormat(Enum): NONE = 0 NHWC = 1 NCHW = 2 HWIO = 100 OIHW = 101 HWOI = 102 OHWI = 103 AUTO = 1000 def parse_data_format(str): str = str.upper() mace_check(str in [e.name for e in DataFormat], "unknown data format %s" % str) return DataFormat[str] ... [10 more classdefs truncated] ...
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Syntax Analysis: Syntax Errors Found: • Code truncated in middle of expression - unexpected EOF • Unclosed '(' at line 3 - expected ')' • Invalid syntax at line 103: ... [10 more classdefs truncated] ... Fixes: • Complete the expression on the last line • Add closing ')' bracket • Review syntax near the error location
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advanced
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api
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syntax_repair
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Pythoncode:Python
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[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\n# Copyright 2019 The MACE Authors. All Rights Reserved.\n#\n# Licensed under the Apache License, Version 2.0 (the \"License\";\n# you may not use this file except in compliance with the License.\n# You may obtain a copy of the License at\n#\n# 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 __future__ import absolute_import\nfrom __future__ import division\nfrom __future__ import print_function\n\nimport re\nimport os\nimport copy\nimport yaml\nfrom enum import Enum\n\nfrom utils.util import mace_check\nfrom utils.util import MaceLogger\nfrom py_proto import mace_pb2\n\ndef sanitize_load(s):\n # do not let yaml parse ON/OFF to boolean\n for w in [\"ON\", \"OFF\", \"on\", \"off\"]:\n s = re.sub(r\":\\s+\" + w + \"$\", r\": '\" + w + \"'\", s)\n\n # sub ${} to env value\n s = re.sub(r\"\\${(\\w+)}\", lambda x: os.environ[x.group(1)], s)\n return yaml.load(s)\n\n\ndef parse(path):\n with open(path) as f:\n config = sanitize_load(f.read())\n\n return config\n\n\ndef parse_device_info(path):\n conf = parse(path)\n return conf[\"devices\"]\n\n\nclass ModelKeys(object):\n platform = \"platform\"\n runtime = \"runtime\"\n models = 'models'\n graph_optimize_options = \"graph_optimize_options\"\n input_tensors = \"input_tensors\"\n input_shapes = \"input_shapes\"\n input_data_types = \"input_data_types\"\n input_data_formats = \"input_data_formats\"\n input_ranges = \"input_ranges\"\n output_tensors = \"output_tensors\"\n output_shapes = \"output_shapes\"\n output_data_types = \"output_data_types\"\n output_data_formats = \"output_data_formats\"\n check_tensors = \"check_tensors\"\n check_shapes = \"check_shapes\"\n model_file_path = \"model_file_path\"\n model_sha256_checksum = \"model_sha256_checksum\"\n weight_file_path = \"weight_file_path\"\n weight_sha256_checksum = \"weight_sha256_checksum\"\n quantize_range_file = \"quantize_range_file\"\n quantize = \"quantize\"\n quantize_schema = \"quantize_schema\"\n quantize_large_weights = \"quantize_large_weights\"\n quantize_stat = \"quantize_stat\"\n change_concat_ranges = \"change_concat_ranges\"\n winograd = \"winograd\"\n cl_mem_type = \"cl_mem_type\"\n data_type = \"data_type\"\n subgraphs = \"subgraphs\"\n validation_inputs_data = \"validation_inputs_data\"\n\n\nclass DataFormat(Enum):\n NONE = 0\n NHWC = 1\n NCHW = 2\n HWIO = 100\n OIHW = 101\n HWOI = 102\n OHWI = 103\n AUTO = 1000\n\n\ndef parse_data_format(str):\n str = str.upper()\n mace_check(str in [e.name for e in DataFormat],\n \"unknown data format %s\" % str)\n return DataFormat[str]\n\n\n\n ... [10 more classdefs truncated] ..."}, {"role": "assistant", "content": " Syntax Analysis:\n\n Syntax Errors Found:\n \u2022 Code truncated in middle of expression - unexpected EOF\n \u2022 Unclosed '(' at line 3 - expected ')'\n \u2022 Invalid syntax at line 103: ... [10 more classdefs truncated] ...\n\n\n Fixes:\n \u2022 Complete the expression on the last line\n \u2022 Add closing ')' bracket\n \u2022 Review syntax near the error location"}]
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syntax
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MISSING_BRACKETS
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MEDIUM
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5d78de49bd48a1e6e3f364af456fa6175d8f4166
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TheStack--python--000.parquet
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Explain this Pythoncode:Python code: # -*- coding: utf-8 -*- # Copyright 2019 Pierre-Luc Delisle. All Rights Reserved. # # Licensed under the MIT License; # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # https://opensource.org/licenses/MIT # # 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 logging import multiprocessing import numpy as np import os import random import torch import torch.backends.cudnn as cudnn from kerosene.configs.configs import RunConfiguration, DatasetConfiguration from kerosene.configs.parsers import YamlConfigurationParser from kerosene.loggers.visdom import PlotType, PlotFrequency from kerosene.loggers.visdom.config import VisdomConfiguration from kerosene.loggers.visdom.visdom import VisdomLogger, VisdomData from kerosene.training.trainers import ModelTrainerFactory from samitorch.inputs.utils import augmented_sample_collate from torch.utils.data import DataLoader from torch.utils.data.dataloader import DataLoader from deepNormalize.config.parsers import ArgsParserFactory, ArgsParserType from deepNormalize.factories.customModelFactory import CustomModelFactory from deepNormalize.factories.customTrainerFactory import TrainerFactory from deepNormalize.inputs.datasets import iSEGSliceDatasetFactory, MRBrainSSliceDatasetFactory, ABIDESliceDatasetFactory from deepNormalize.nn.criterions import CustomCriterionFactory from deepNormalize.utils.constants import * from deepNormalize.utils.image_slicer import ImageReconstructor
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This code demonstrates Pythoncode:Python programming.
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intermediate
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api
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code_explanation
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Pythoncode:Python
| 0
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| 1,855
| true
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[{"role": "user", "content": "Explain this Pythoncode:Python code:\n# -*- coding: utf-8 -*-\n# Copyright 2019 Pierre-Luc Delisle. All Rights Reserved.\n#\n# Licensed under the MIT 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://opensource.org/licenses/MIT\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# ==============================================================================\n\nimport logging\nimport multiprocessing\n\nimport numpy as np\nimport os\nimport random\nimport torch\nimport torch.backends.cudnn as cudnn\nfrom kerosene.configs.configs import RunConfiguration, DatasetConfiguration\nfrom kerosene.configs.parsers import YamlConfigurationParser\nfrom kerosene.loggers.visdom import PlotType, PlotFrequency\nfrom kerosene.loggers.visdom.config import VisdomConfiguration\nfrom kerosene.loggers.visdom.visdom import VisdomLogger, VisdomData\nfrom kerosene.training.trainers import ModelTrainerFactory\nfrom samitorch.inputs.utils import augmented_sample_collate\nfrom torch.utils.data import DataLoader\nfrom torch.utils.data.dataloader import DataLoader\n\nfrom deepNormalize.config.parsers import ArgsParserFactory, ArgsParserType\nfrom deepNormalize.factories.customModelFactory import CustomModelFactory\nfrom deepNormalize.factories.customTrainerFactory import TrainerFactory\nfrom deepNormalize.inputs.datasets import iSEGSliceDatasetFactory, MRBrainSSliceDatasetFactory, ABIDESliceDatasetFactory\nfrom deepNormalize.nn.criterions import CustomCriterionFactory\nfrom deepNormalize.utils.constants import *\nfrom deepNormalize.utils.image_slicer import ImageReconstructor"}, {"role": "assistant", "content": " This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
5d7980863ca4f07807819ec6305da79cbf107a53
|
TheStack--python--000.parquet
|
Complete this Pythoncode:Python code: #!/usr/bin/env python # -*- coding: utf-8 -*- # ClientからOpenCV画像データを受け取り、ライン検出して制御命令を送る # Server: Jetson TX2 # Client: Jetson TX2/Raspberry Pi3 Docker # 1. FFMPEG UDP StreamingをClientで実行する。AWS向け10FPS,Jetson TX2向け1FPS # 2. Serverを起動する
|
# 3. Clientを起動する # コード修正 # lib/camera.py: vid = cv2.VideoCapture()を環境に合わせて修正する必要がある # lib/object_detection.py: /home/ubuntu/notebooks/github/SSD-Tensorflow/ を環境に合わせて修正する必要がある ... [2 more functiondefs truncated] ...
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intermediate
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oop
|
code_completion
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Pythoncode:Python
| 0
| 0
| 456
| false
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\n#!/usr/bin/env python\n# -*- coding: utf-8 -*-\n# Client\u304b\u3089OpenCV\u753b\u50cf\u30c7\u30fc\u30bf\u3092\u53d7\u3051\u53d6\u308a\u3001\u30e9\u30a4\u30f3\u691c\u51fa\u3057\u3066\u5236\u5fa1\u547d\u4ee4\u3092\u9001\u308b\n# Server: Jetson TX2\n# Client: Jetson TX2/Raspberry Pi3 Docker\n# 1. FFMPEG UDP Streaming\u3092Client\u3067\u5b9f\u884c\u3059\u308b\u3002AWS\u5411\u305110FPS,Jetson TX2\u5411\u30511FPS\n# 2. Server\u3092\u8d77\u52d5\u3059\u308b"}, {"role": "assistant", "content": "\n# 3. Client\u3092\u8d77\u52d5\u3059\u308b\n# \u30b3\u30fc\u30c9\u4fee\u6b63\n# lib/camera.py: vid = cv2.VideoCapture()\u3092\u74b0\u5883\u306b\u5408\u308f\u305b\u3066\u4fee\u6b63\u3059\u308b\u5fc5\u8981\u304c\u3042\u308b\n# lib/object_detection.py: /home/ubuntu/notebooks/github/SSD-Tensorflow/ \u3092\u74b0\u5883\u306b\u5408\u308f\u305b\u3066\u4fee\u6b63\u3059\u308b\u5fc5\u8981\u304c\u3042\u308b\n\n ... [2 more functiondefs truncated] ..."}]
| false
| null | null | null |
5d799babef8aac803fb3da8b5588e54e7c3ffd6d
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: from collections import defaultdict import json import re import redis import threading import time import traceback import uuid import base64 import binascii def decode(data): d = json.loads(data) return dict((key_dec.get(k, k), v) for k, v in d.items()) def dtokey(d): return tuple(((k, v) for k, v in sorted(d.items()) if k not in ('user', 'ts', 'uuid'))) def remove_ttl(a): now = time.time() return [d for d in a if now - d[0] < TTL] class Client: def __init__(self, host, port, nick, password=None): self.r = redis.StrictRedis(host=host, port=port, password=password, socket_connect_timeout=5) self.r.info() self.nick = nick_filter.sub('_', nick) self.ps = {}
|
Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Fix: Complete the truncated code structure
|
advanced
|
ui
|
error_detection
|
Pythoncode:Python
| 5
| 1
| 724
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nfrom collections import defaultdict\nimport json\nimport re\nimport redis\nimport threading\nimport time\nimport traceback\nimport uuid\nimport base64\nimport binascii\n\ndef decode(data):\n d = json.loads(data)\n return dict((key_dec.get(k, k), v) for k, v in d.items())\n\ndef dtokey(d):\n return tuple(((k, v) for k, v in sorted(d.items()) if k not in ('user', 'ts', 'uuid')))\n\ndef remove_ttl(a):\n now = time.time()\n return [d for d in a if now - d[0] < TTL]\n\nclass Client:\n def __init__(self, host, port, nick, password=None):\n self.r = redis.StrictRedis(host=host, port=port, password=password, socket_connect_timeout=5)\n self.r.info()\n self.nick = nick_filter.sub('_', nick)\n self.ps = {}"}, {"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
|
5d79ef8df5146da3723b7ca2139e31f87b3fe948
|
TheStack--python--000.parquet
|
Complete this Pythoncode:Python code: # -*- coding: utf-8 -*- """URLs to manipulate columns.""" from django.urls import path from ontask.condition import views app_name = 'condition' urlpatterns = [ # # FILTERS # path( '<int:pk>/create_filter/', views.FilterCreateView.as_view(), name='create_filter'), path('<int:pk>/edit_filter/', views.edit_filter, name='edit_filter'), path('<int:pk>/delete_filter/', views.delete_filter, name='delete_filter'), # # CONDITIONS # path( '<int:pk>/create_condition/', views.ConditionCreateView.as_view(), name='create_condition'), path(
|
'<int:pk>/edit_condition/', views.edit_condition, name='edit_condition'), path( '<int:pk>/delete_condition/', views.delete_condition, name='delete_condition'), # Clone the condition path( '<int:pk>/clone_condition/', views.clone_condition, name='clone_condition'), path( '<int:pk>/<int:action_pk>/clone_condition/', views.clone_condition, name='clone_condition'), ]
|
intermediate
|
ui
|
code_completion
|
Pythoncode:Python
| 0
| 0
| 1,109
| true
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\n# -*- coding: utf-8 -*-\n\n\"\"\"URLs to manipulate columns.\"\"\"\nfrom django.urls import path\n\nfrom ontask.condition import views\n\napp_name = 'condition'\n\nurlpatterns = [\n #\n # FILTERS\n #\n path(\n '<int:pk>/create_filter/',\n views.FilterCreateView.as_view(),\n name='create_filter'),\n path('<int:pk>/edit_filter/', views.edit_filter, name='edit_filter'),\n path('<int:pk>/delete_filter/', views.delete_filter, name='delete_filter'),\n\n #\n # CONDITIONS\n #\n path(\n '<int:pk>/create_condition/',\n views.ConditionCreateView.as_view(),\n name='create_condition'),\n path("}, {"role": "assistant", "content": "\n '<int:pk>/edit_condition/',\n views.edit_condition,\n name='edit_condition'),\n path(\n '<int:pk>/delete_condition/',\n views.delete_condition,\n name='delete_condition'),\n\n # Clone the condition\n path(\n '<int:pk>/clone_condition/',\n views.clone_condition,\n name='clone_condition'),\n path(\n '<int:pk>/<int:action_pk>/clone_condition/',\n views.clone_condition,\n name='clone_condition'),\n]"}]
| false
| null | null | null |
5d7c0c4ed976d906f1c11a70f28b08240f91a61e
|
TheStack--python--000.parquet
|
Complete this incomplete Pythoncode:Python code: class NetVLAD(tf.keras.layers.Layer): """Applies NetVLAD to the input. Args: num_clusters: The number of clusters to use. input_shape: 3D tensor denoting the input shape of the NetVLAD layer. Input Shape: 3D tensor with shape: `(batch_size, time, feature_dim)`. Output shape: 2D tensor with shape: `(batch_size, feature_dim * num_clusters)`. """ def __init__(self, num_clusters, input_shape, **kwargs): super().__init__(**kwargs) if num_clusters <= 0: raise ValueError("`num_clusters` must be greater than 1: %i" % num_clusters) self.num_clusters = num_clusters feature_dim = input_shape[-1] if not isinstance(feature_dim, int): feature_dim = feature_dim.value self.fc = tf.keras.layers.Dense( units=self.num_clusters, activation=tf.nn.softmax, kernel_regularizer=tf.keras.regularizers.l2(1e-5), name="vlad_fc" + str(num_clusters) ) self.cluster_centers = self.add_weight( shape=(1, feature_dim, self.num_clusters), initializer=tf.keras.initializers.TruncatedNormal( stddev=1.0 / math.sqrt(feature_dim) ), trainable=True, name="cl ... code continues ...
|
Completion: Missing: Code truncated abruptly - unexpected end of file To complete: • Complete the truncated code structure Example continuation: ) self.feature_dim = feature_dim self.max_frames = input_shape[-2] def call(self, frames):
|
advanced
|
database
|
incomplete_code
|
Pythoncode:Python
| 4
| 1
| 1,170
| false
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\nclass NetVLAD(tf.keras.layers.Layer):\n \"\"\"Applies NetVLAD to the input.\n \n Args:\n num_clusters: The number of clusters to use.\n input_shape: 3D tensor denoting the input shape of the NetVLAD layer.\n \n Input Shape:\n 3D tensor with shape: `(batch_size, time, feature_dim)`.\n Output shape:\n 2D tensor with shape: `(batch_size, feature_dim * num_clusters)`.\n \"\"\"\n def __init__(self, num_clusters, input_shape, **kwargs):\n super().__init__(**kwargs)\n if num_clusters <= 0:\n raise ValueError(\"`num_clusters` must be greater than 1: %i\" % num_clusters)\n self.num_clusters = num_clusters\n feature_dim = input_shape[-1]\n if not isinstance(feature_dim, int):\n feature_dim = feature_dim.value\n self.fc = tf.keras.layers.Dense(\n units=self.num_clusters,\n activation=tf.nn.softmax,\n kernel_regularizer=tf.keras.regularizers.l2(1e-5),\n name=\"vlad_fc\" + str(num_clusters)\n )\n self.cluster_centers = self.add_weight(\n shape=(1, feature_dim, self.num_clusters),\n initializer=tf.keras.initializers.TruncatedNormal(\n stddev=1.0 / math.sqrt(feature_dim)\n ),\n trainable=True,\n name=\"cl\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 self.feature_dim = feature_dim\n self.max_frames = input_shape[-2]\n\n def call(self, frames):"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
5d7c6de5b4a074a83b3f637a428933b749ec22a8
|
TheStack--python--000.parquet
|
Complete this incomplete Pythoncode:Python code: """ Collection of Jax math functions, wrapped to fit Ivy syntax and signature. """ # global import jax as _jax import jax.numpy as _jnp tan = _jnp.tan acos ... code continues ...
|
Completion: Missing: Code truncated abruptly - unexpected end of file To complete: • Complete the truncated code structure Example continuation: atan = _jnp.arctan atan2 = _jnp.arctan2 cosh = _jnp.cosh atanh = _jnp.arctanh log = _jnp.log
|
intermediate
|
general
|
incomplete_code
|
Pythoncode:Python
| 0
| 0
| 159
| true
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\n\"\"\"\nCollection of Jax math functions, wrapped to fit Ivy syntax and signature.\n\"\"\"\n\n# global\nimport jax as _jax\nimport jax.numpy as _jnp\n\n\ntan = _jnp.tan\nacos \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:\natan = _jnp.arctan\natan2 = _jnp.arctan2\ncosh = _jnp.cosh\natanh = _jnp.arctanh\nlog = _jnp.log"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
5d7cd2c4d715d5bc952ad3e374f1d2268aa25788
|
TheStack--python--000.parquet
|
Repair the syntax errors in this Pythoncode:Python code: from pymongo import MongoClient from pyltp import Segmentor def insert_questions_from_answered_question(): in_db = MongoClient().zhihu.user_answered_questions out_db = MongoClient().zhihu_network.questions existed_question_id = set(map(lambda q: q['_id'], out_db.find())) segmentor = Segmentor() segmentor.load("/Users/sunxiaofei/workspace/ltp_data/cws.model") for u in in_db.find(): for a in u['answers']: if a['q_id'] in existed_question_id: continue existed_question_id.add(a['q_id']) if len(existed_question_id) % 1000 == 0: print(len(existed_question_id)) words = segmentor.segment(a['title'].strip().replace( '\n', ' ').replace('\r', ' ').replace('\b', ' ')) if len(words) < 3: continue out_db.insert({'_id': a['q_id'], 'title': ' '.join(words)}) def insert_questions_from_followed_question(): in_db = MongoClient().zhihu.user_followed_questions out_db = MongoClient().zhihu_network.questions existed_question_id = set(map(lambda q: q['_id'], out_db.find())) segmentor = Segmentor() segmentor.load("/Users/sunxiaofei/workspace/ltp_data/cws.model") for u in in_db.find(): for q in u['questions']: if q['id'] in existed_question_id: continue existed_question_id.add(q['id']) words = segmentor.segment(q['title'].strip().replace( '\n', ' ').replace('\r', ' ').replace('\b', ' ')) if len(words) < 3: continue out_db.insert({'_id': q['id'], 'title': ' '.join(words)}) def insert_questions_from_asked_question(): in_db = MongoClient().zhihu.user_asked_questions out_db = MongoClient().zhihu_network.questions existed_question_id = set(map(lambda q: q['_id'], out_db.find())) segmentor = Segmentor() segmentor.load("/Users/sunxiaofei/workspace/ltp_data/cws.model") for u in in_db.find(): for q in u['questions']: if q['id'] in existed_question_id: continue existed_question_id.add(q['id']) if len(existed_question_id) % 1000 == 0: print(len(existed_question_id)) words = segmentor.segment(q['title'].strip().replace( '\n', ' ').replace('\r', ' ').replace('\b', ' ')) if len(words) < 3:
|
Syntax Analysis: Syntax Errors Found: • IndentationError at line 59 Fixes: • Fix indentation to match Python syntax rules
|
intermediate
|
machine_learning
|
syntax_repair
|
Pythoncode:Python
| 3
| 0
| 2,448
| true
|
[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\nfrom pymongo import MongoClient\nfrom pyltp import Segmentor\n\n\ndef insert_questions_from_answered_question():\n in_db = MongoClient().zhihu.user_answered_questions\n out_db = MongoClient().zhihu_network.questions\n existed_question_id = set(map(lambda q: q['_id'], out_db.find()))\n segmentor = Segmentor()\n segmentor.load(\"/Users/sunxiaofei/workspace/ltp_data/cws.model\")\n for u in in_db.find():\n for a in u['answers']:\n if a['q_id'] in existed_question_id:\n continue\n existed_question_id.add(a['q_id'])\n if len(existed_question_id) % 1000 == 0:\n print(len(existed_question_id))\n words = segmentor.segment(a['title'].strip().replace(\n '\\n', ' ').replace('\\r', ' ').replace('\\b', ' '))\n if len(words) < 3:\n continue\n out_db.insert({'_id': a['q_id'], 'title': ' '.join(words)})\n\n\ndef insert_questions_from_followed_question():\n in_db = MongoClient().zhihu.user_followed_questions\n out_db = MongoClient().zhihu_network.questions\n existed_question_id = set(map(lambda q: q['_id'], out_db.find()))\n segmentor = Segmentor()\n segmentor.load(\"/Users/sunxiaofei/workspace/ltp_data/cws.model\")\n for u in in_db.find():\n for q in u['questions']:\n if q['id'] in existed_question_id:\n continue\n existed_question_id.add(q['id'])\n words = segmentor.segment(q['title'].strip().replace(\n '\\n', ' ').replace('\\r', ' ').replace('\\b', ' '))\n if len(words) < 3:\n continue\n out_db.insert({'_id': q['id'], 'title': ' '.join(words)})\n\n\ndef insert_questions_from_asked_question():\n in_db = MongoClient().zhihu.user_asked_questions\n out_db = MongoClient().zhihu_network.questions\n existed_question_id = set(map(lambda q: q['_id'], out_db.find()))\n segmentor = Segmentor()\n segmentor.load(\"/Users/sunxiaofei/workspace/ltp_data/cws.model\")\n for u in in_db.find():\n for q in u['questions']:\n if q['id'] in existed_question_id:\n continue\n existed_question_id.add(q['id'])\n if len(existed_question_id) % 1000 == 0:\n print(len(existed_question_id))\n words = segmentor.segment(q['title'].strip().replace(\n '\\n', ' ').replace('\\r', ' ').replace('\\b', ' '))\n if len(words) < 3:"}, {"role": "assistant", "content": " Syntax Analysis:\n\n Syntax Errors Found:\n \u2022 IndentationError at line 59\n\n Fixes:\n \u2022 Fix indentation to match Python syntax rules"}]
| true
|
syntax
|
MID_STRING
|
CRITICAL
|
5d7ce8af330d95b04a5584c878164fe2af01973b
|
TheStack--python--000.parquet
|
Fix this broken Pythoncode:Python code: import sys import unittest import os import tempfile from netCDF4 import Dataset import numpy as np from numpy.testing import assert_array_equal class VariablesTestCase(unittest.TestCase): def setUp(self): self.file = FILE_NAME f = Dataset(self.file,'w') vlen_t = f.createVLType(VL_BASETYPE, VL_NAME) f.createDimension(DIM1_NAME,nlons) f.createDimension(DIM2_NAME,nlats) ragged = f.createVariable(VAR1_NAME, vlen_t,\ (DIM2_NAME,DIM1_NAME)) strings = f.createVariable(VAR2_NAME, str, (DIM2_NAME,DIM1_NAME)) strings_alt = f.createVariable(VAR3_NAME, datas.astype(str).dtype, (DIM2_NAME, DIM1_NAME)) string_scalar = f.createVariable(VAR4_NAME,str,()) vlen_scalar = f.createVariable(VAR5_NAME,vlen_t,()) ragged[:] = data ragged[-1,-1] = data[-1,-1] strings[:] = datas strings[-2,-2] = datas[-2,-2] strings_alt[:] = datas.astype(str) string_scalar[...] = 'foo' #issue458 vlen_scalar[...] = np.array([1,2,3],np.int16) f.close() def tearDown(self): # Remove the temporary files os.remove(self.file) def runTest(self): """testing vlen variables""" f = Dataset(self.file, 'r') v = f.variables[VAR1_NAME] vs = f.variables[VAR2_NAME] vs_alt = f.variables[VAR3_NAME] assert list(f.vltypes.keys()) == [VL_NAME] assert f.vltypes[VL_NAME].dtype == VL_BASETYPE assert f.variables['string_scalar'][...] == 'foo' assert_array_equal(f.variables['vlen_scalar'][...],np.array([1,2,3],np.int16)) data2 = v[:] data2s = vs[:] for i in range(nlons): for j in range(nlats): assert_array_equal(data2[j,i], data[j,i]) assert datas[j,i] == data2s[j,i] assert_array_equal(datas, vs_alt[:]) f.close() class TestInvalidDataType(unittest.TestCase): def runTest(self): f = Dataset(FILE_NAME, 'w', format='NETCDF3_CLASSIC') f.createDimension('x', 1) # using assertRaisesRegext as a context manager # only works with python >= 2.7 (issue #497) #with self.assertRaisesRegexp(ValueError, 'strings are only supported'): # f.createVariable('foo', str, ('x',)) try: f.createVariable('foo', str, ('x',)) except ValueError: pass f.close() os.remove(FILE_NAME) class TestScalarVlenString(unittest.TestCase): # issue 333 ... [15 more functiondefs truncated] ... Error: IndentationError: unexpected indent
|
Fixed Code: import sys import unittest import os import tempfile from netCDF4 import Dataset import numpy as np from numpy.testing import assert_array_equal class VariablesTestCase(unittest.TestCase): def setUp(self): self.file = FILE_NAME f = Dataset(self.file,'w') vlen_t = f.createVLType(VL_BASETYPE, VL_NAME) f.createDimension(DIM1_NAME,nlons) f.createDimension(DIM2_NAME,nlats) ragged = f.createVariable(VAR1_NAME, vlen_t,\ (DIM2_NAME,DIM1_NAME)) strings = f.createVariable(VAR2_NAME, str, (DIM2_NAME,DIM1_NAME)) Explanation: Fix indentation to match Python syntax rules
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advanced
|
testing
|
error_fixing
|
Pythoncode:Python
| 4
| 3
| 2,640
| true
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\nimport sys\nimport unittest\nimport os\nimport tempfile\nfrom netCDF4 import Dataset\nimport numpy as np\nfrom numpy.testing import assert_array_equal\n\nclass VariablesTestCase(unittest.TestCase):\n\n def setUp(self):\n self.file = FILE_NAME\n f = Dataset(self.file,'w')\n vlen_t = f.createVLType(VL_BASETYPE, VL_NAME)\n f.createDimension(DIM1_NAME,nlons)\n f.createDimension(DIM2_NAME,nlats)\n ragged = f.createVariable(VAR1_NAME, vlen_t,\\\n (DIM2_NAME,DIM1_NAME))\n strings = f.createVariable(VAR2_NAME, str,\n (DIM2_NAME,DIM1_NAME))\n strings_alt = f.createVariable(VAR3_NAME, datas.astype(str).dtype,\n (DIM2_NAME, DIM1_NAME))\n string_scalar = f.createVariable(VAR4_NAME,str,())\n vlen_scalar = f.createVariable(VAR5_NAME,vlen_t,())\n ragged[:] = data\n ragged[-1,-1] = data[-1,-1]\n strings[:] = datas\n strings[-2,-2] = datas[-2,-2]\n strings_alt[:] = datas.astype(str)\n string_scalar[...] = 'foo' #issue458\n vlen_scalar[...] = np.array([1,2,3],np.int16)\n f.close()\n\n def tearDown(self):\n # Remove the temporary files\n os.remove(self.file)\n\n def runTest(self):\n \"\"\"testing vlen variables\"\"\"\nf = Dataset(self.file, 'r')\n v = f.variables[VAR1_NAME]\n vs = f.variables[VAR2_NAME]\n vs_alt = f.variables[VAR3_NAME]\n assert list(f.vltypes.keys()) == [VL_NAME]\n assert f.vltypes[VL_NAME].dtype == VL_BASETYPE\n assert f.variables['string_scalar'][...] == 'foo'\n assert_array_equal(f.variables['vlen_scalar'][...],np.array([1,2,3],np.int16))\n data2 = v[:]\n data2s = vs[:]\n for i in range(nlons):\n for j in range(nlats):\n assert_array_equal(data2[j,i], data[j,i])\n assert datas[j,i] == data2s[j,i]\n assert_array_equal(datas, vs_alt[:])\n f.close()\n\n\nclass TestInvalidDataType(unittest.TestCase):\n def runTest(self):\n f = Dataset(FILE_NAME, 'w', format='NETCDF3_CLASSIC')\n f.createDimension('x', 1)\n # using assertRaisesRegext as a context manager\n # only works with python >= 2.7 (issue #497)\n #with self.assertRaisesRegexp(ValueError, 'strings are only supported'):\n # f.createVariable('foo', str, ('x',))\n try:\n f.createVariable('foo', str, ('x',))\n except ValueError:\n pass\n f.close()\n os.remove(FILE_NAME)\n\nclass TestScalarVlenString(unittest.TestCase):\n # issue 333\n\n ... [15 more functiondefs truncated] ...\n\n Error: IndentationError: unexpected indent"}, {"role": "assistant", "content": " Fixed Code:\n\n\nimport sys\nimport unittest\nimport os\nimport tempfile\nfrom netCDF4 import Dataset\nimport numpy as np\nfrom numpy.testing import assert_array_equal\n\nclass VariablesTestCase(unittest.TestCase):\n\n def setUp(self):\n self.file = FILE_NAME\n f = Dataset(self.file,'w')\n vlen_t = f.createVLType(VL_BASETYPE, VL_NAME)\n f.createDimension(DIM1_NAME,nlons)\n f.createDimension(DIM2_NAME,nlats)\n ragged = f.createVariable(VAR1_NAME, vlen_t,\\\n (DIM2_NAME,DIM1_NAME))\n strings = f.createVariable(VAR2_NAME, str,\n (DIM2_NAME,DIM1_NAME))\n\n Explanation: Fix indentation to match Python syntax rules"}]
| true
|
syntax
|
BROKEN_INDENTATION
|
MEDIUM
|
5d7d4f2cec08d8e71851176546c2923392d1f51a
|
TheStack--python--000.parquet
|
Complete this Pythoncode:Python code: # Copyright 2019 The Sonnet Authors. All Rights Reserved. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # 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. # ============================================================================ """Utility to run functions and methods once.""" import uuid from sonnet.src import utils _ONCE_PROPERTY = "_snt_once" def _check_no_output(output): if output is not None: raise ValueError("@snt.once decorated functions cannot return values") def once(f): """Decorator which ensures a wrapped method is only ever run once. >>> @snt.once ... def f(): ... print('Hello, world!') >>> f() Hello, world! >>> f() >>> f() If `f` is a method then it will be evaluated once per instance: >>> class MyObject: ... @snt.once ... def f(self): ... print('Hello, world!') >>> o = MyObject() >>> o.f() Hello, world! >>> o.f() >>> o2 = MyObject() >>> o2.f() Hello, world! >>> o.f() >>> o2.f() If an error is raised during execution of `f` it will be raised to the user.
|
Next time the method is run, it will be treated as not having run before. Args: f: A function to wrap which should only be called once. Returns: Wrapped version of `f` which will only evaluate `f` the first time it is called. """ # TODO(tomhennigan) Perhaps some more human friendly identifier? once_id = uuid.uuid4() @utils.decorator def wrapper(wrapped, instance, args, kwargs): """Decorator which ensures a wrapped method is only ever run once.""" if instance is None: # NOTE: We can't use the weakset since you can't weakref None. if not wrapper.seen_none: _check_no_output(wrapped(*args, **kwargs)) wrapper.seen_none = True return # Get or set the `seen` set for this object. seen = getattr(instance, _ONCE_PROPERTY, None) if seen is None: seen = set() setattr(instance, _ONCE_PROPERTY, seen) if once_id not in seen: _check_no_output(wrapped(*args, **kwargs)) seen.add(once_id) wrapper.seen_none = False decorated = wrapper(f) # pylint: disable=no-value-for-parameter,assignment-from-none decorated.__snt_once_wrapped__ = f return decorated
|
intermediate
|
api
|
code_completion
|
Pythoncode:Python
| 3
| 0
| 2,764
| true
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\n# Copyright 2019 The Sonnet Authors. All Rights Reserved.\n#\n# Licensed under the Apache License, Version 2.0 (the \"License\");\n# you may not use this file except in compliance with the License.\n# You may obtain a copy of the License at\n#\n# 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# ============================================================================\n\"\"\"Utility to run functions and methods once.\"\"\"\n\nimport uuid\n\nfrom sonnet.src import utils\n\n_ONCE_PROPERTY = \"_snt_once\"\n\n\ndef _check_no_output(output):\n if output is not None:\n raise ValueError(\"@snt.once decorated functions cannot return values\")\n\n\ndef once(f):\n \"\"\"Decorator which ensures a wrapped method is only ever run once.\n\n >>> @snt.once\n ... def f():\n ... print('Hello, world!')\n >>> f()\n Hello, world!\n >>> f()\n >>> f()\n\n If `f` is a method then it will be evaluated once per instance:\n\n >>> class MyObject:\n ... @snt.once\n ... def f(self):\n ... print('Hello, world!')\n\n >>> o = MyObject()\n >>> o.f()\n Hello, world!\n >>> o.f()\n\n >>> o2 = MyObject()\n >>> o2.f()\n Hello, world!\n >>> o.f()\n >>> o2.f()\n\n If an error is raised during execution of `f` it will be raised to the user."}, {"role": "assistant", "content": "\n Next time the method is run, it will be treated as not having run before.\n\n Args:\n f: A function to wrap which should only be called once.\n\n Returns:\n Wrapped version of `f` which will only evaluate `f` the first time it is\n called.\n \"\"\"\n\n # TODO(tomhennigan) Perhaps some more human friendly identifier?\n once_id = uuid.uuid4()\n\n @utils.decorator\n def wrapper(wrapped, instance, args, kwargs):\n \"\"\"Decorator which ensures a wrapped method is only ever run once.\"\"\"\n if instance is None:\n # NOTE: We can't use the weakset since you can't weakref None.\n if not wrapper.seen_none:\n _check_no_output(wrapped(*args, **kwargs))\n wrapper.seen_none = True\n return\n\n # Get or set the `seen` set for this object.\n seen = getattr(instance, _ONCE_PROPERTY, None)\n if seen is None:\n seen = set()\n setattr(instance, _ONCE_PROPERTY, seen)\n\n if once_id not in seen:\n _check_no_output(wrapped(*args, **kwargs))\n seen.add(once_id)\n\n wrapper.seen_none = False\n\n decorated = wrapper(f) # pylint: disable=no-value-for-parameter,assignment-from-none\n decorated.__snt_once_wrapped__ = f\n return decorated"}]
| false
| null | null | null |
5d7e286fce65b02bbb505a551034d0638886042d
|
TheStack--python--000.parquet
|
Debug this Pythoncode:Python code: import piarm import time import numpy as np import cv2 import random class MyArm2D: def __init__(self, move_robot = False): self.move_robot = move_robot if self.move_robot: self.robot = piarm.PiArm() self.open_connection() self.DEFAULT = [500, 500, 500, 500, 500, 500] self.num_members = 3 self.adjustable_joints = [3,4,5] self.initial_height = 73 # height in mm of motor 5's axle self.lengths = { "h_0": 73, "a": 97.5, "b": 96, "c": 160 } self.base_width = 110 self.base_height = 45 # All the angles are with respect to the vertical self.max_angles = [90 for _ in range(self.num_members)] self.min_angles = [-90 for _ in range(self.num_members)] self.min_angles[0] = 0 # To prevent it from hitting the base of the arm self.angles = 90*np.ones(self.num_members) # angles of motor 3, 4 and 5 ranging between # min_angle and max_angle self.member_thickness = 30 self.img_width = 1000 self.x_offset = int(self.img_width/2) self.y_offset = self.lengths["h_0"] self.img_height = int(sum(list(self.lengths.values())) + self.y_offset + 20) self.img = np.zeros((self.img_height, self.img_width, 3)) self.timestep = 0 self.max_timestep = 200 # This is to check that all the joints (except for the last one) is above # the ground self.min_joint_heights = [20, 20, 10] self.goal_coords = [None, None] self.update_goal_coords() self.joint_positions = [[0,0] for i in range(self.num_members + 1)] self.update_positions() self.distance2goal = None self.update_distance_2_goal() def __del__(self): print("Closing connection...") if self.move_robot: self.close_connection() def open_connection(self): if self.robot.alive: raise Exception("Robot is already switched on") self.robot.connect("/dev/ttyS0") if self.robot.alive: print("Success connecting to robot") return True else: print("Failed to connect to robot") return False def move_to_default_pos(self): if self.robot.alive: for ID in range(1, 7): self.robot.servoWrite(ID, int(self.DEFAULT[ID - 1]), 500) return True else: return False ... [12 more functiondefs truncated] ...
|
Code analysis results: 🔴 Errors found: Code truncated in middle of expression - unexpected EOF Unterminated string literal at line 21 Block at line 7 has no indented body Block at line 9 has no indented body Invalid syntax at line 89: ... [12 more functiondefs truncated] ... ⚠️ Warnings: Unexpected indentation at line 15 Unexpected indentation at line 16 Unexpected indentation at line 17 Unexpected indentation at line 19 💡 Suggestions: Complete the expression on the last line Add closing quote at line 21 Review syntax near the error location
|
advanced
|
machine_learning
|
debugging
|
Pythoncode:Python
| 4
| 1
| 2,654
| true
|
[{"role": "user", "content": "Debug this Pythoncode:Python code:\nimport piarm\nimport time\nimport numpy as np\nimport cv2\nimport random\n\nclass MyArm2D:\n\n def __init__(self, move_robot = False):\n\n self.move_robot = move_robot\n\n if self.move_robot:\n self.robot = piarm.PiArm()\n self.open_connection()\n self.DEFAULT = [500, 500, 500, 500, 500, 500]\n \n self.num_members = 3\n self.adjustable_joints = [3,4,5]\n \n self.initial_height = 73 # height in mm of motor 5's axle\n self.lengths = {\n \"h_0\": 73,\n \"a\": 97.5,\n \"b\": 96,\n \"c\": 160\n }\n\n self.base_width = 110\n self.base_height = 45\n\n # All the angles are with respect to the vertical \n self.max_angles = [90 for _ in range(self.num_members)]\n self.min_angles = [-90 for _ in range(self.num_members)]\n self.min_angles[0] = 0 # To prevent it from hitting the base of the arm\n self.angles = 90*np.ones(self.num_members) # angles of motor 3, 4 and 5 ranging between \n # min_angle and max_angle\n\n self.member_thickness = 30\n \n self.img_width = 1000\n self.x_offset = int(self.img_width/2)\n self.y_offset = self.lengths[\"h_0\"]\n self.img_height = int(sum(list(self.lengths.values())) + self.y_offset + 20)\n\n self.img = np.zeros((self.img_height, self.img_width, 3))\n\n self.timestep = 0\n self.max_timestep = 200\n\n # This is to check that all the joints (except for the last one) is above\n # the ground\n self.min_joint_heights = [20, 20, 10]\n\n self.goal_coords = [None, None]\n self.update_goal_coords()\n\n self.joint_positions = [[0,0] for i in range(self.num_members + 1)]\n self.update_positions()\n\n self.distance2goal = None\n self.update_distance_2_goal()\n\n def __del__(self):\n print(\"Closing connection...\")\n if self.move_robot:\n self.close_connection()\n\n def open_connection(self):\n if self.robot.alive:\n raise Exception(\"Robot is already switched on\")\n self.robot.connect(\"/dev/ttyS0\")\n if self.robot.alive:\n print(\"Success connecting to robot\")\n return True\n else:\n print(\"Failed to connect to robot\")\n return False\n\n def move_to_default_pos(self):\n if self.robot.alive:\n for ID in range(1, 7):\n self.robot.servoWrite(ID, int(self.DEFAULT[ID - 1]), 500)\n return True\n else:\n return False\n\n\n ... [12 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Code analysis results:\n\n\n\ud83d\udd34 Errors found:\n Code truncated in middle of expression - unexpected EOF\n Unterminated string literal at line 21\n Block at line 7 has no indented body\n Block at line 9 has no indented body\n Invalid syntax at line 89: ... [12 more functiondefs truncated] ...\n\n\n\u26a0\ufe0f Warnings:\n Unexpected indentation at line 15\n Unexpected indentation at line 16\n Unexpected indentation at line 17\n Unexpected indentation at line 19\n\n\ud83d\udca1 Suggestions:\n Complete the expression on the last line\n Add closing quote at line 21\n Review syntax near the error location"}]
| false
| null | null | null |
5d7e5adfacc7c05430120bb4ddda519a5d8edcca
|
TheStack--python--000.parquet
|
Repair the syntax errors in this Pythoncode:Python code: # Copyright 2015, Google Inc. # All rights reserved. # # Redistribution and use in source and binary forms, with or without # modification, are permitted provided that the following conditions are # met: # # * Redistributions of source code must retain the above copyright # notice, this list of conditions and the following disclaimer. # * Redistributions in binary form must reproduce the above # copyright notice, this list of conditions and the following disclaimer # in the documentation and/or other materials provided with the # distribution. # * Neither the name of Google Inc. nor the names of its # contributors may be used to endorse or promote products derived from # this software without specific prior written permission. # # THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS # "AS IS" AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT # LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR # A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT # OWNER OR CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, # SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT # LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, # DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY # THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT # (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE # OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. class RoundTripTest(unittest.TestCase): def setUp(self): self.fore_link_pool = logging_pool.pool(80) self.rear_link_pool = logging_pool.pool(80) def tearDown(self): self.rear_link_pool.shutdown(wait=True) self.fore_link_pool.shutdown(wait=True) def testZeroMessageRoundTrip(self): test_operation_id = object( test_method = 'test method' test_fore_link = _test_links.ForeLink(None, None) ... [8 more functiondefs truncated] ...
|
Syntax Analysis: Syntax Errors Found: • Code truncated in middle of expression - unexpected EOF • Unclosed '(' at line 41 - expected ')' • Block at line 6 has no indented body Fixes: • Complete the expression on the last line • Add closing ')' bracket • Review code syntax
|
advanced
|
testing
|
syntax_repair
|
Pythoncode:Python
| 3
| 1
| 2,000
| false
|
[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\n# Copyright 2015, Google Inc.\n# All rights reserved.\n#\n# Redistribution and use in source and binary forms, with or without\n# modification, are permitted provided that the following conditions are\n# met:\n#\n# * Redistributions of source code must retain the above copyright\n# notice, this list of conditions and the following disclaimer.\n# * Redistributions in binary form must reproduce the above\n# copyright notice, this list of conditions and the following disclaimer\n# in the documentation and/or other materials provided with the\n# distribution.\n# * Neither the name of Google Inc. nor the names of its\n# contributors may be used to endorse or promote products derived from\n# this software without specific prior written permission.\n#\n# THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS\n# \"AS IS\" AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT\n# LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR\n# A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT\n# OWNER OR CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL,\n# SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT\n# LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE,\n# DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY\n# THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT\n# (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE\n# OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.\n\nclass RoundTripTest(unittest.TestCase):\n\n def setUp(self):\n self.fore_link_pool = logging_pool.pool(80)\n self.rear_link_pool = logging_pool.pool(80)\n\n def tearDown(self):\n self.rear_link_pool.shutdown(wait=True)\n self.fore_link_pool.shutdown(wait=True)\n\n def testZeroMessageRoundTrip(self):\n test_operation_id = object(\n test_method = 'test method'\n test_fore_link = _test_links.ForeLink(None, None)\n\n ... [8 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 41 - expected ')'\n \u2022 Block at line 6 has no indented body\n\n Fixes:\n \u2022 Complete the expression on the last line\n \u2022 Add closing ')' bracket\n \u2022 Review code syntax"}]
| true
|
syntax
|
MISSING_BRACKETS
|
MEDIUM
|
5d7e67724340bd64fb013a94027277d42f8215af
|
TheStack--python--000.parquet
|
Repair the syntax errors in this Pythoncode:Python code: import os, glob import subprocess from subprocess import DEVNULL, STDOUT abspath = os.path.abspath(__file__) dir_ = os.path.dirname(abspath) files = glob.glob(dir_ + "/_progress_board_tests/_test_progress_board_*.py") for file_path in files: file_name = str(file_path.rsplit("/", maxsplit=1)[1]) try: print("\033[0;33;40m Testing", file_name, end="...\r") subprocess.check_call(["pytest", file_path], stdout=DEVNULL, stderr=STDOUT) except subprocess.CalledProcessError: print("\033[0;31;40m Error in", file_name) else: print("\033[0;32;40m", file_name, "is correct")
|
Syntax Analysis: Syntax Errors Found: • Unmatched closing bracket ')' at line 15 • Unmatched closing bracket ')' at line 18 • Unmatched closing bracket ')' at line 20 Fixes: • Add closing ']' bracket • Add closing ')' bracket • Add closing ']' bracket
|
intermediate
|
testing
|
syntax_repair
|
Pythoncode:Python
| 0
| 0
| 620
| true
|
[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\nimport os, glob\nimport subprocess\nfrom subprocess import DEVNULL, STDOUT\n\n\nabspath = os.path.abspath(__file__)\ndir_ = os.path.dirname(abspath)\n\nfiles = glob.glob(dir_ + \"/_progress_board_tests/_test_progress_board_*.py\")\n\nfor file_path in files:\n file_name = str(file_path.rsplit(\"/\", maxsplit=1)[1])\n\n try:\n print(\"\\033[0;33;40m Testing\", file_name, end=\"...\\r\")\n subprocess.check_call([\"pytest\", file_path], stdout=DEVNULL, stderr=STDOUT)\n except subprocess.CalledProcessError:\n print(\"\\033[0;31;40m Error in\", file_name)\n else:\n print(\"\\033[0;32;40m\", file_name, \"is correct\")"}, {"role": "assistant", "content": " Syntax Analysis:\n\n Syntax Errors Found:\n \u2022 Unmatched closing bracket ')' at line 15\n \u2022 Unmatched closing bracket ')' at line 18\n \u2022 Unmatched closing bracket ')' at line 20\n\n Fixes:\n \u2022 Add closing ']' bracket\n \u2022 Add closing ')' bracket\n \u2022 Add closing ']' bracket"}]
| true
|
syntax
|
BROKEN_INDENTATION
|
MEDIUM
|
5d7f67f5f4955fd254f6885d027ea817e96c1e91
|
TheStack--python--000.parquet
|
Repair the syntax errors in this Pythoncode:Python code: import csv import datetime from collections import defaultdict from django.contrib import messages from django.http.response import FileResponse from django.shortcuts import redirect, render from django.utils import timezone from django.views.decorators.http import require_GET, require_http_methods, require_POST from authentication.admin_authentication import authenticate_admin, ... [11 more functiondefs truncated] ...
|
Syntax Analysis: Syntax Errors Found: • Code truncated in middle of expression - unexpected EOF • SyntaxError: trailing comma not allowed without surrounding parentheses at line 11 Fixes: • Complete the expression on the last line • Review code syntax
|
intermediate
|
api
|
syntax_repair
|
Pythoncode:Python
| 0
| 0
| 432
| true
|
[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\nimport csv\nimport datetime\nfrom collections import defaultdict\n\nfrom django.contrib import messages\nfrom django.http.response import FileResponse\nfrom django.shortcuts import redirect, render\nfrom django.utils import timezone\nfrom django.views.decorators.http import require_GET, require_http_methods, require_POST\n\nfrom authentication.admin_authentication import authenticate_admin,\n\n ... [11 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 SyntaxError: trailing comma not allowed without surrounding parentheses at line 11\n\n Fixes:\n \u2022 Complete the expression on the last line\n \u2022 Review code syntax"}]
| true
|
syntax
|
MISSING_BRACKETS
|
MEDIUM
|
5d7f92bfcfd4bf66faaae6ec55c26244db6de591
|
TheStack--python--000.parquet
|
Debug this Pythoncode:Python code: from __future__ import division from .transformation import Transformation from pyparsing import (Literal, CaselessLiteral, Word, Combine, Group, Optional, class Custom(Transformation): """ Most of this code comes from the fourFn.py pyparsing example """ title = "Custom equation" key = "Math equation" fields = { "equation": {"name": "Equation", "type": "string", "help": "The equation to evaluate. Column values should be entered as {COLUMN NAME}", "required": True, "input": "text", "default": ""}, "output": {"name": "Output column", "type": "string", "input": "text", "required": True, "help": "The name of the (newly created) column that contains the results", "default": ""}, } ... [6 more functiondefs truncated] ...
|
Code analysis results: 🔴 Errors found: Code truncated in middle of expression - unexpected EOF Unterminated string literal at line 6 Unclosed '(' at line 4 - expected ')' SyntaxError: '(' was never closed at line 4 ⚠️ Warnings: Unexpected indentation at line 7 Unexpected indentation at line 8 Unexpected indentation at line 11 Unexpected indentation at line 12 💡 Suggestions: Complete the expression on the last line Add closing quote at line 6 Add closing ')' bracket
|
advanced
|
database
|
debugging
|
Pythoncode:Python
| 0
| 1
| 819
| true
|
[{"role": "user", "content": "Debug this Pythoncode:Python code:\nfrom __future__ import division\n\nfrom .transformation import Transformation\nfrom pyparsing import (Literal, CaselessLiteral, Word, Combine, Group, Optional,\nclass Custom(Transformation):\n \"\"\"\n Most of this code comes from the fourFn.py pyparsing example\n \"\"\"\n\n title = \"Custom equation\"\n key = \"Math equation\"\n fields = {\n \"equation\": {\"name\": \"Equation\", \"type\": \"string\", \"help\": \"The equation to evaluate. Column values should be entered as {COLUMN NAME}\",\n \"required\": True, \"input\": \"text\", \"default\": \"\"},\n \"output\": {\"name\": \"Output column\", \"type\": \"string\", \"input\": \"text\", \"required\": True,\n \"help\": \"The name of the (newly created) column that contains the results\", \"default\": \"\"},\n }\n\n\n ... [6 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Code analysis results:\n\n\n\ud83d\udd34 Errors found:\n Code truncated in middle of expression - unexpected EOF\n Unterminated string literal at line 6\n Unclosed '(' at line 4 - expected ')'\n SyntaxError: '(' was never closed at line 4\n\n\u26a0\ufe0f Warnings:\n Unexpected indentation at line 7\n Unexpected indentation at line 8\n Unexpected indentation at line 11\n Unexpected indentation at line 12\n\n\ud83d\udca1 Suggestions:\n Complete the expression on the last line\n Add closing quote at line 6\n Add closing ')' bracket"}]
| false
| null | null | null |
5d7fb293f532babd1479825528080b1664689540
|
TheStack--python--000.parquet
|
Fix this broken Pythoncode:Python code: # # this manager stores directly into the db wit Database update from cloudmesh.mongo.DataBaseDecorator import DatabaseUpdate from cloudmesh.mongo.CmDatabase import CmDatabase from cloudmesh.common.console import Console from cloudmesh.storage.Provider import Provider import os from datetime import datetime class Vdir(object): def __init__(self): self.cm = CmDatabase() self.col = self.cm.db['local-vdir'] self.directory = 'vdir' def cd(self, dirname=None): try: if dirname is None: if self.directory == 'vdir': Error: SyntaxError / EOF
|
Fixed Code: # # this manager stores directly into the db wit Database update from cloudmesh.mongo.DataBaseDecorator import DatabaseUpdate from cloudmesh.mongo.CmDatabase import CmDatabase from cloudmesh.common.console import Console from cloudmesh.storage.Provider import Provider import os from datetime import datetime class Vdir(object): def __init__(self): self.cm = CmDatabase() self.col = self.cm.db['local-vdir'] self.directory = 'vdir' def cd(self, dirname=None): try: Explanation: Complete the truncated code structure
|
advanced
|
database
|
error_fixing
|
Pythoncode:Python
| 3
| 1
| 586
| true
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\n#\n# this manager stores directly into the db wit Database update\n\nfrom cloudmesh.mongo.DataBaseDecorator import DatabaseUpdate\nfrom cloudmesh.mongo.CmDatabase import CmDatabase\nfrom cloudmesh.common.console import Console\nfrom cloudmesh.storage.Provider import Provider\nimport os\nfrom datetime import datetime\n\n\nclass Vdir(object):\n\n def __init__(self):\n self.cm = CmDatabase()\n self.col = self.cm.db['local-vdir']\n self.directory = 'vdir'\n\n def cd(self, dirname=None):\n try:\n if dirname is None:\n if self.directory == 'vdir':\n\n Error: SyntaxError / EOF"}, {"role": "assistant", "content": " Fixed Code:\n\n\n#\n# this manager stores directly into the db wit Database update\n\nfrom cloudmesh.mongo.DataBaseDecorator import DatabaseUpdate\nfrom cloudmesh.mongo.CmDatabase import CmDatabase\nfrom cloudmesh.common.console import Console\nfrom cloudmesh.storage.Provider import Provider\nimport os\nfrom datetime import datetime\n\n\nclass Vdir(object):\n\n def __init__(self):\n self.cm = CmDatabase()\n self.col = self.cm.db['local-vdir']\n self.directory = 'vdir'\n\n def cd(self, dirname=None):\n try:\n\n Explanation: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
5d8266dee4d58a4d6dfa39e78c02bb8ed2be2717
|
TheStack--python--000.parquet
|
Fill in the in this Pythoncode:Python code: import json import logging from redash.query_runner import * from redash.utils import JSONEncoder logger = logging.getLogger(__name__) try: from influxdb import InfluxDBClusterClient enabled = True except ImportError: enabled = False def _transform_result(results): result_columns = [] result_rows = [] for result in results: for series in result.raw.get('series', []): for column in series['columns']: if column not in result_columns: result_columns.append(column) tags = series.get('tags', {}) for key in tags.keys(): if key not in result_columns: result_columns.append(key) for result in results: for series in result.raw.get('series', []): for point in series['values']: result_row = {} for column in result_columns: tags = series.get('tags', {}) if column in tags: result_row[column] = tags[column] elif column in series['columns']: index = series['columns'].index(column) # Complete this line result_row[column] = value result_rows.append(result_row) return json.dumps({ "columns": [{'name': c} for c in result_columns], "rows": result_rows }, cls=JSONEncoder) class InfluxDB(BaseQueryRunner): noop_query = "show measurements limit 1" @classmethod def configuration_schema(cls): return { 'type': 'object', 'properties': { 'url': { 'type': 'string' } }, 'required': ['url'] } @classmethod def enabled(cls): return enabled @classmethod def annotate_query(cls): return False @classmethod def type(cls): return "influxdb" def run_query(self, query, user): client = InfluxDBClusterClient.from_DSN(self.configuration['url']) logger.debug("influxdb url: %s", self.configuration['url']) logger.debug("influxdb got query: %s", query) try: results = client.query(query) if not isinstance(results, list): results = [results] json_data = _transform_result(results) error = None except Exception as ex: json_data = None error = ex.message return json_data, error register(InfluxDB)
|
The missing line is: value = point[index]
|
advanced
|
database
|
fill_in_the_blank
|
Pythoncode:Python
| 6
| 1
| 2,605
| true
|
[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\nimport json\nimport logging\n\nfrom redash.query_runner import *\nfrom redash.utils import JSONEncoder\n\nlogger = logging.getLogger(__name__)\n\ntry:\n from influxdb import InfluxDBClusterClient\n enabled = True\n\nexcept ImportError:\n enabled = False\n\n\ndef _transform_result(results):\n result_columns = []\n result_rows = []\n\n for result in results:\n for series in result.raw.get('series', []):\n for column in series['columns']:\n if column not in result_columns:\n result_columns.append(column)\n tags = series.get('tags', {})\n for key in tags.keys():\n if key not in result_columns:\n result_columns.append(key)\n\n for result in results:\n for series in result.raw.get('series', []):\n for point in series['values']:\n result_row = {}\n for column in result_columns:\n tags = series.get('tags', {})\n if column in tags:\n result_row[column] = tags[column]\n elif column in series['columns']:\n index = series['columns'].index(column)\n # Complete this line\n result_row[column] = value\n result_rows.append(result_row)\n\n return json.dumps({\n \"columns\": [{'name': c} for c in result_columns],\n \"rows\": result_rows\n }, cls=JSONEncoder)\n\n\nclass InfluxDB(BaseQueryRunner):\n noop_query = \"show measurements limit 1\"\n\n @classmethod\n def configuration_schema(cls):\n return {\n 'type': 'object',\n 'properties': {\n 'url': {\n 'type': 'string'\n }\n },\n 'required': ['url']\n }\n\n @classmethod\n def enabled(cls):\n return enabled\n\n @classmethod\n def annotate_query(cls):\n return False\n\n @classmethod\n def type(cls):\n return \"influxdb\"\n\n def run_query(self, query, user):\n client = InfluxDBClusterClient.from_DSN(self.configuration['url'])\n\n logger.debug(\"influxdb url: %s\", self.configuration['url'])\n logger.debug(\"influxdb got query: %s\", query)\n\n try:\n results = client.query(query)\n if not isinstance(results, list):\n results = [results]\n\n json_data = _transform_result(results)\n error = None\n except Exception as ex:\n json_data = None\n error = ex.message\n\n return json_data, error\n\n\nregister(InfluxDB)"}, {"role": "assistant", "content": "The missing line is:\n value = point[index]"}]
| false
| null | null | null |
5d830daa46eeb8bf91aea2f52e4b5f3c2d74b15e
|
TheStack--python--000.parquet
|
Fix this broken Pythoncode:Python code: #!/usr/bin/env python def mergeBatches(dataFolder, extractionFunc, extractionKwargs, ncpus, testsamples, testbatch, outFile, metaCols=None, filters=None, useFeather=False): out = [] batchList = [opj(dataFolder, bf) for bf in os.listdir(dataFolder) if os.path.isdir(opj(dataFolder, bf))] if testbatch: batchList = batchList[:1] matchStr = 'gs_*.feather' if ncpus > 1 and _PARMAP: res = parmap.map(mergeSamples, batchList, extractionFunc, extractionKwargs, matchStr, testsamples, metaCols, filters, pool=Pool(processes=ncpus)) else: Error: SyntaxError / EOF
|
Fixed Code: #!/usr/bin/env python def mergeBatches(dataFolder, extractionFunc, extractionKwargs, ncpus, testsamples, testbatch, outFile, metaCols=None, filters=None, useFeather=False): out = [] batchList = [opj(dataFolder, bf) for bf in os.listdir(dataFolder) if os.path.isdir(opj(dataFolder, bf))] if testbatch: batchList = batchList[:1] matchStr = 'gs_*.feather' if ncpus > 1 and _PARMAP: res = parmap.map(mergeSamples, batchList, extractionFunc, extractionKwargs, matchStr, testsamples, metaCols, filters, pool=Pool(processes=ncpus)) else: if _PARMAP: Explanation: Complete the truncated code structure
|
intermediate
|
testing
|
error_fixing
|
Pythoncode:Python
| 1
| 0
| 803
| false
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\n#!/usr/bin/env python\n\ndef mergeBatches(dataFolder, extractionFunc, extractionKwargs, ncpus, testsamples, testbatch, outFile, metaCols=None, filters=None, useFeather=False):\n out = []\n batchList = [opj(dataFolder, bf) for bf in os.listdir(dataFolder) if os.path.isdir(opj(dataFolder, bf))]\n if testbatch:\n batchList = batchList[:1]\n matchStr = 'gs_*.feather'\n if ncpus > 1 and _PARMAP:\n res = parmap.map(mergeSamples,\n batchList,\n extractionFunc,\n extractionKwargs,\n matchStr,\n testsamples,\n metaCols,\n filters,\n pool=Pool(processes=ncpus))\n else:\n\n Error: SyntaxError / EOF"}, {"role": "assistant", "content": " Fixed Code:\n\n\n#!/usr/bin/env python\n\ndef mergeBatches(dataFolder, extractionFunc, extractionKwargs, ncpus, testsamples, testbatch, outFile, metaCols=None, filters=None, useFeather=False):\n out = []\n batchList = [opj(dataFolder, bf) for bf in os.listdir(dataFolder) if os.path.isdir(opj(dataFolder, bf))]\n if testbatch:\n batchList = batchList[:1]\n matchStr = 'gs_*.feather'\n if ncpus > 1 and _PARMAP:\n res = parmap.map(mergeSamples,\n batchList,\n extractionFunc,\n extractionKwargs,\n matchStr,\n testsamples,\n metaCols,\n filters,\n pool=Pool(processes=ncpus))\n else:\n if _PARMAP:\n\n Explanation: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
5d83ad6cff3db1b6e4ae4b1be6ce413b57641a09
|
TheStack--python--000.parquet
|
Explain this Pythoncode:Python code: import os import shutil import setuptools # from skbuild import setup from distutils.core import setup from distutils.sysconfig import get_python_lib import glob # if os.path.exists('pysrc/tinygo'): # shutil.rmtree('pysrc/tinygo') # shutil.copytree('tinygo/build/release/tinygo', 'pysrc/tinygo') release_files = [] for root, dirs, files in os.walk("pysrc/tinygo"): for f in files: release_files.append(os.path.join(root.replace('pysrc/', ''), f)) # print(release_files) setup( name="gscdk", version="0.3.5", description="Go Smart Contract Development Kit", author='The UUOSIO Team', license="BSD-3-Clause", url="https://github.com/uuosio/uuosio.gscdk", packages=['gscdk'], package_dir={'gscdk': 'pysrc'}, package_data={ # "": ["*"], 'gscdk': release_files, }, setup_requires=['wheel'] # scripts=['compiler/build/release/tinygo/bin/eosio-go'], # install_requires=[ # ], # include_package_data=True )
|
This code demonstrates Pythoncode:Python programming.
|
intermediate
|
api
|
code_explanation
|
Pythoncode:Python
| 0
| 0
| 1,000
| true
|
[{"role": "user", "content": "Explain this Pythoncode:Python code:\n\nimport os\nimport shutil\nimport setuptools\n# from skbuild import setup\nfrom distutils.core import setup\n\nfrom distutils.sysconfig import get_python_lib\nimport glob\n\n# if os.path.exists('pysrc/tinygo'):\n# shutil.rmtree('pysrc/tinygo')\n# shutil.copytree('tinygo/build/release/tinygo', 'pysrc/tinygo')\n\nrelease_files = []\nfor root, dirs, files in os.walk(\"pysrc/tinygo\"):\n for f in files:\n release_files.append(os.path.join(root.replace('pysrc/', ''), f)) \n\n# print(release_files)\n\nsetup(\n name=\"gscdk\",\n version=\"0.3.5\",\n description=\"Go Smart Contract Development Kit\",\n author='The UUOSIO Team',\n license=\"BSD-3-Clause\",\n url=\"https://github.com/uuosio/uuosio.gscdk\",\n packages=['gscdk'],\n package_dir={'gscdk': 'pysrc'},\n package_data={\n# \"\": [\"*\"],\n 'gscdk': release_files,\n },\n setup_requires=['wheel']\n # scripts=['compiler/build/release/tinygo/bin/eosio-go'],\n # install_requires=[\n # ],\n # include_package_data=True\n)"}, {"role": "assistant", "content": " This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
5d85c596f37801463f956fbf7ef5af170636decb
|
TheStack--python--000.parquet
|
Suggest refactoring for this Pythoncode:Python code: from typing import Callable class DataCreatorAction: def __init__(self, func: Callable, priority_for_creation: int = 99, priority_for_removal: int = 99): self.func = func self.priority_for_creation = priority_for_creation self.priority_for_removal = priority_for_removal
|
Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
|
intermediate
|
oop
|
refactoring
|
Pythoncode:Python
| 1
| 1
| 301
| true
|
[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\nfrom typing import Callable\n\n\nclass DataCreatorAction:\n def __init__(self, func: Callable, priority_for_creation: int = 99, priority_for_removal: int = 99):\n self.func = func\n self.priority_for_creation = priority_for_creation\n self.priority_for_removal = priority_for_removal"}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
5d861ae24ab41a343997586ea4f68f7cd661d4d3
|
TheStack--python--000.parquet
|
Find the logical error in this Pythoncode:Python code: import numpy as np if __name__ == '__main__': h, w = map( int, input().split() ) row_list = [] for i in range(h - 1): single_row = list( map(int, input().split() ) ) np_row = np.array( single_row ) row_list.append( np_row ) min_of_each_row = np.min( row_list, axis = 1) max_of_min = np.max( min_of_each_row ) print( max_of_min )
|
Logical Error Analysis: Error Type: OFF_BY_ONE Issue: Index or range is off by one Severity: MEDIUM Location: Line 9 Buggy code: for i in range(h - 1): Should be: for i in range(h): 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
| 0
| 0
| 391
| true
|
[{"role": "user", "content": "Find the logical error in this Pythoncode:Python code:\nimport numpy as np\n\nif __name__ == '__main__':\n\n h, w = map( int, input().split() )\n\n row_list = []\n\n for i in range(h - 1):\n\n single_row = list( map(int, input().split() ) ) \n\n np_row = np.array( single_row )\n\n row_list.append( np_row )\n\n\n min_of_each_row = np.min( row_list, axis = 1)\n\n max_of_min = np.max( min_of_each_row )\n\n print( max_of_min )"}, {"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 9\n\n Buggy code:\n for i in range(h - 1):\n\n Should be:\n for i in range(h):\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
|
5d8772d2443bc37d077b4e1088b8652b560de433
|
TheStack--python--000.parquet
|
Repair the syntax errors in this Pythoncode:Python code: import uuid import pickle import pytest import argparse from collections import namedtuple from six import text_type from allure.common import AllureImpl, StepContext from allure.constants import Status, AttachmentType, Severity, \ def pytest_addoption(parser): parser.getgroup("reporting").addoption('--alluredir', action="store", dest="allurereportdir", metavar="DIR", default=None, help="Generate Allure report in the specified directory (may not exist)") severities = [v for (_, v) in all_of(Severity)] def label_type(name, legal_values=set()): """ argparse-type factory for labelish things. processed value is set of tuples (name, value). :param name: of label type (for future TestLabel things) :param legal_values: a `set` of values that are legal for this label, if any limit whatsoever :raises ArgumentTypeError: if `legal_values` are given and there are values that fall out of that """ ... [45 more functiondefs truncated] ..
|
Syntax Analysis: Syntax Errors Found: • Code truncated in middle of expression - unexpected EOF • Unterminated string literal at line 22 • Invalid syntax at line 11: from allure.constants import Status, AttachmentType, Severity, \ def pytest_addoption(parser): Fixes: • Complete the expression on the last line • Add closing quote at line 22 • Review syntax near the error location
|
intermediate
|
testing
|
syntax_repair
|
Pythoncode:Python
| 2
| 0
| 1,231
| true
|
[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\nimport uuid\nimport pickle\nimport pytest\nimport argparse\n\nfrom collections import namedtuple\nfrom six import text_type\n\nfrom allure.common import AllureImpl, StepContext\nfrom allure.constants import Status, AttachmentType, Severity, \\\ndef pytest_addoption(parser):\n parser.getgroup(\"reporting\").addoption('--alluredir',\n action=\"store\",\n dest=\"allurereportdir\",\n metavar=\"DIR\",\n default=None,\n help=\"Generate Allure report in the specified directory (may not exist)\")\n\n severities = [v for (_, v) in all_of(Severity)]\n\n def label_type(name, legal_values=set()):\n \"\"\"\n argparse-type factory for labelish things.\n processed value is set of tuples (name, value).\n :param name: of label type (for future TestLabel things)\n :param legal_values: a `set` of values that are legal for this label, if any limit whatsoever\n :raises ArgumentTypeError: if `legal_values` are given and there are values that fall out of that\n \"\"\"\n\n ... [45 more functiondefs truncated] .."}, {"role": "assistant", "content": " Syntax Analysis:\n\n Syntax Errors Found:\n \u2022 Code truncated in middle of expression - unexpected EOF\n \u2022 Unterminated string literal at line 22\n \u2022 Invalid syntax at line 11: from allure.constants import Status, AttachmentType, Severity, \\\ndef pytest_addoption(parser):\n\n\n Fixes:\n \u2022 Complete the expression on the last line\n \u2022 Add closing quote at line 22\n \u2022 Review syntax near the error location"}]
| true
|
syntax
|
MID_STRING
|
CRITICAL
|
5d87b775f0d8dfc2c8f2bb9538693bb8aa0d1ec6
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: # -*- coding: utf-8 -*- from django.conf import settings from django.db import connection import logging import timeit logger = logging.getLogger(__name__) class debug_performance(object): def __init__(self, message_prefix=''): super(debug_performance, self).__init__() self.__message_prefix = message_prefix @staticmethod def _get_queries(): return len(connection.queries) @staticmethod def _get_timer(): def __enter__(self): self.__init_queries = debug_performance._get_queries() self.__init_timer = debug_performance._get_timer() return None def __exit__(self, type_, value, traceback): queries = (debug_performance._get_queries() - self.__init_queries) timer = (debug_performance._get_timer() - self.__init_timer) if settings.DEBUG: message = '\r%sexecuted %s %s in %ss.' % ( self.__message_prefix, queries, 'query' if queries == 1 else 'queries', timer, ) print(message)
|
Error Analysis: Error Type: INCOMPLETE_LOGIC Error: Logic Error / Incomplete Statement Detected Errors: • Block at line 13 has no indented body • Block at line 24 has no indented body • IndentationError at line 26 Fix: Add return statement to function
|
advanced
|
database
|
error_detection
|
Pythoncode:Python
| 5
| 1
| 1,075
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\n# -*- coding: utf-8 -*-\n\nfrom django.conf import settings\nfrom django.db import connection\n\nimport logging\nimport timeit\n\n\nlogger = logging.getLogger(__name__)\n\n\nclass debug_performance(object):\n\n def __init__(self, message_prefix=''):\n super(debug_performance, self).__init__()\n self.__message_prefix = message_prefix\n\n @staticmethod\n def _get_queries():\n return len(connection.queries)\n\n @staticmethod\n def _get_timer():\n\n def __enter__(self):\n self.__init_queries = debug_performance._get_queries()\n self.__init_timer = debug_performance._get_timer()\n return None\n\n def __exit__(self, type_, value, traceback):\n queries = (debug_performance._get_queries() - self.__init_queries)\n timer = (debug_performance._get_timer() - self.__init_timer)\n if settings.DEBUG:\n message = '\\r%sexecuted %s %s in %ss.' % (\n self.__message_prefix,\n queries,\n 'query' if queries == 1 else 'queries',\n timer, )\n print(message)"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: INCOMPLETE_LOGIC\n Error: Logic Error / Incomplete Statement\n\n Detected Errors:\n \u2022 Block at line 13 has no indented body\n \u2022 Block at line 24 has no indented body\n \u2022 IndentationError at line 26\n\n Fix: Add return statement to function"}]
| true
|
syntax
|
INCOMPLETE_LOGIC
|
MEDIUM
|
5d88a4a57aa7fe412e25b74cc37254832f74121b
|
TheStack--python--000.parquet
|
Complete this Pythoncode:Python code: class STRING(bpy.types.Operator): """My Object Moving Script""" # Use this as a tooltip for menu items and buttons. bl_idname = "object.stringtool_ot" # Unique identifier for buttons and menu items to reference. bl_label = "String" # Display name in the interface. bl_options = {'REGISTER', 'UNDO'} # Enable undo for the operator. bdepth: bpy.props.FloatProperty(name = "String Thickness", min = 0.1, max = 5, precision = 2 ) def execute(self, context): # The original script #################### #to create an edge between two given objects def Edgify(ob1,ob2): loc1 = ob1.location loc2 = ob2.location verts = [loc1,loc2] bpy.ops.mesh.primitive_plane_add(location = (0,0,0)) bpy.ops.object.editmode_toggle() bpy.ops.mesh.select_all(action='SELECT') bpy.ops.mesh.delete(type='VERT') #creating the vertices using the current mesh data into bmesh pipe = bpy.context.object.data bm = bmesh.new() for v in verts: bm.verts.new(v) bpy.ops.object.editmode_toggle() bm.to_mesh(pipe) bm.free() bpy.ops.object.editmode_toggle() bpy.ops.mesh.select_all(action='SELECT') bpy.ops.mesh.edge_face_add() bpy.ops.object.editmode_toggle() def string(olist): edges = [] l = len(olist) for x in range(l): for y in range(l): if y != x and x < y : Edgify(olist[x], olist[y]) edges.append(bpy.context.active_object) return edges
|
def piper(xlist): bpy.ops.object.select_all(action='DESELECT') for x in xlist: x.select_set(True) bpy.ops.object.join() bpy.ops.object.convert(target='CURVE') def check(olist): if len(olist) == 0: self.report({'INFO'},'NONE SELECTED OBJECTS') return 0 else: return 1 oblist = bpy.context.selected_objects Edgelist = string(oblist) piper(Edgelist) actob = bpy.context.active_object actob.data.bevel_depth = self.bdepth bpy.ops.object.shade_smooth() ######################## return {'FINISHED'} # Lets Blender know the operator finished successfully. ... [4 more classdefs truncated] ...
|
advanced
|
ui
|
code_completion
|
Pythoncode:Python
| 5
| 1
| 2,835
| false
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\nclass STRING(bpy.types.Operator):\r\n \"\"\"My Object Moving Script\"\"\" # Use this as a tooltip for menu items and buttons.\r\n bl_idname = \"object.stringtool_ot\" # Unique identifier for buttons and menu items to reference.\r\n bl_label = \"String\" # Display name in the interface.\r\n bl_options = {'REGISTER', 'UNDO'} # Enable undo for the operator.\r\n \r\n \r\n bdepth: bpy.props.FloatProperty(name = \"String Thickness\", min = 0.1, max = 5, precision = 2 )\r\n\r\n def execute(self, context):\r\n # The original script\r\n ####################\r\n #to create an edge between two given objects \r\n def Edgify(ob1,ob2):\r\n loc1 = ob1.location\r\n loc2 = ob2.location\r\n verts = [loc1,loc2]\r\n bpy.ops.mesh.primitive_plane_add(location = (0,0,0))\r\n bpy.ops.object.editmode_toggle()\r\n bpy.ops.mesh.select_all(action='SELECT')\r\n bpy.ops.mesh.delete(type='VERT')\r\n\r\n #creating the vertices using the current mesh data into bmesh \r\n pipe = bpy.context.object.data\r\n bm = bmesh.new()\r\n \r\n for v in verts:\r\n bm.verts.new(v)\r\n \r\n bpy.ops.object.editmode_toggle()\r\n bm.to_mesh(pipe)\r\n bm.free() \r\n bpy.ops.object.editmode_toggle()\r\n bpy.ops.mesh.select_all(action='SELECT')\r\n bpy.ops.mesh.edge_face_add()\r\n bpy.ops.object.editmode_toggle()\r\n \r\n\r\n def string(olist):\r\n edges = []\r\n l = len(olist)\r\n for x in range(l):\r\n for y in range(l):\r\n if y != x and x < y :\r\n Edgify(olist[x], olist[y])\r\n edges.append(bpy.context.active_object)\r\n return edges"}, {"role": "assistant", "content": "\n def piper(xlist):\r\n bpy.ops.object.select_all(action='DESELECT')\r\n for x in xlist:\r\n x.select_set(True)\r\n bpy.ops.object.join()\r\n bpy.ops.object.convert(target='CURVE')\r\n \r\n def check(olist):\r\n if len(olist) == 0:\r\n self.report({'INFO'},'NONE SELECTED OBJECTS')\r\n return 0\r\n else:\r\n return 1 \r\n \r\n \r\n \r\n oblist = bpy.context.selected_objects \r\n \r\n Edgelist = string(oblist)\r\n\r\n piper(Edgelist)\r\n \r\n actob = bpy.context.active_object\r\n actob.data.bevel_depth = self.bdepth\r\n bpy.ops.object.shade_smooth()\r\n\r\n \r\n \r\n ########################\r\n return {'FINISHED'} # Lets Blender know the operator finished successfully.\r\n\r\n\r\n\n ... [4 more classdefs truncated] ..."}]
| false
| null | null | null |
5d8a580c6383e0fa95c751c549eb6cc5184e491f
|
TheStack--python--000.parquet
|
Explain this Pythoncode:Python code: """ The DataHandlers subpackage is designed to manipulate data, by allowing different data types to be opened, created, saved and updated. The subpackage is further divided into modules grouped by a common theme. Classes for data that are already on disk normally follows the following pattern: `instance=ClassName(file_path,**options)` For Example to open a XML file that you don't know the model, use `xml=pyMez.Code.DataHandlers.XMLModels.XMLBase('MyXML.xml')' or `xml=XMLBase('MyXML.xml')` All data models normally have save(), str() and if appropriate show() methods. Examples -------- <a href="../../../Examples/How_To_Open_S2p.html"> How to open a s2p file </a> Import Structure ---------------- DataHandlers typically import from Utils but __NOT__ from Analysis, InstrumentControl or FrontEnds Help ----- <a href="../index.html">`pyMez.Code`</a> <div> <a href="../../../pyMez_Documentation.html">Documentation Home</a> | <a href="../../index.html">API Documentation Home</a> | <a href="../../../Examples/html/Examples_Home.html">Examples</a> | <a href="../../../Reference_Index.html">Index </a> </div> """
|
This code demonstrates Pythoncode:Python programming.
|
intermediate
|
api
|
code_explanation
|
Pythoncode:Python
| 0
| 0
| 1,130
| false
|
[{"role": "user", "content": "Explain this Pythoncode:Python code:\n\"\"\"\nThe DataHandlers subpackage is designed to manipulate data, by allowing different data types to be opened,\ncreated, saved and updated. The subpackage is further divided into modules grouped by a common theme. Classes for data\nthat are already on disk normally follows the following pattern:\n`instance=ClassName(file_path,**options)`\n\nFor Example to\nopen a XML file that you don't know the model, use\n\n`xml=pyMez.Code.DataHandlers.XMLModels.XMLBase('MyXML.xml')'\n\nor\n\n`xml=XMLBase('MyXML.xml')`\n\nAll data models normally have save(), str() and if appropriate show() methods.\n\n\n\nExamples\n--------\n<a href=\"../../../Examples/How_To_Open_S2p.html\"> How to open a s2p file </a>\n\nImport Structure\n----------------\nDataHandlers typically import from Utils but __NOT__ from Analysis, InstrumentControl or FrontEnds\n\nHelp\n-----\n<a href=\"../index.html\">`pyMez.Code`</a>\n<div>\n<a href=\"../../../pyMez_Documentation.html\">Documentation Home</a> |\n<a href=\"../../index.html\">API Documentation Home</a> |\n<a href=\"../../../Examples/html/Examples_Home.html\">Examples</a> |\n<a href=\"../../../Reference_Index.html\">Index </a>\n</div>\n\n\n\"\"\""}, {"role": "assistant", "content": " This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
5d8b272fb8d2699d2cf3ea1fd7de71c67f398d16
|
TheStack--python--000.parquet
|
Suggest refactoring for this Pythoncode:Python code: """ Dummy email backend that does nothing. """ from djangomail.backends.base import BaseEmailBackend class EmailBackend(BaseEmailBackend): def send_messages(self, email_messages): return len(list(email_messages))
|
Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
|
intermediate
|
machine_learning
|
refactoring
|
Pythoncode:Python
| 1
| 1
| 228
| true
|
[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\n\"\"\"\nDummy email backend that does nothing.\n\"\"\"\n\nfrom djangomail.backends.base import BaseEmailBackend\n\n\nclass EmailBackend(BaseEmailBackend):\n def send_messages(self, email_messages):\n return len(list(email_messages))"}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
5d8ca67bf97053442519e2fbb8cf359ecbb33654
|
TheStack--python--000.parquet
|
Repair the syntax errors in this Pythoncode:Python code: #!/usr/bin/env python import re from ansible.module_utils.basic import * # noqa class BaseService(object): def __init__(self, module): self.module = module self.incomplete_warning = False class ServiceScanService(BaseService): ... [5 more functiondefs truncated] ...
|
Syntax Analysis: Syntax Errors Found: • Code truncated in middle of expression - unexpected EOF • Block at line 6 has no indented body • Block at line 13 has no indented body Fixes: • Complete the expression on the last line • Fix indentation to match Python syntax rules
|
intermediate
|
oop
|
syntax_repair
|
Pythoncode:Python
| 1
| 2
| 304
| true
|
[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\n#!/usr/bin/env python\n\nimport re\nfrom ansible.module_utils.basic import * # noqa\n\n class BaseService(object):\n\n def __init__(self, module):\n self.module = module\n self.incomplete_warning = False\n\n\nclass ServiceScanService(BaseService):\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 Block at line 6 has no indented body\n \u2022 Block at line 13 has no indented body\n\n Fixes:\n \u2022 Complete the expression on the last line\n \u2022 Fix indentation to match Python syntax rules"}]
| true
|
syntax
|
BROKEN_INDENTATION
|
MEDIUM
|
5d8ccdbb74a4a8ff8a56e579b885b0bbd0743a4f
|
TheStack--python--000.parquet
|
Complete this Pythoncode:Python code: import requests import sys import time import os def main(): trigger_url = sys.argv[1] trigger_resp = requests.get(trigger_url) if trigger_resp.ok: trigger_json = trigger_resp.json().get("data", {}) test_runs = trigger_json.get("runs", []) print ("Started {} test runs.".format(len(test_runs))) results = {} while len(results.keys()) < len(test_runs): time.sleep(1) for run in test_runs: test_run_id = run.get("test_run_id") if not test_run_id in results: result = _get_result(run) if result.get("result") in ["pass", "fail"]: results[test_run_id] = result pass_count = sum([r.get("result") == "pass" for r in results.values()]) fail_count = sum([r.get("result") == "fail" for r in results.values()]) if fail_count > 0: print ("{} test runs passed. {} test runs failed.".format(pass_count, fail_count)) exit(1) print ("All test runs passed.") def _get_result(test_run): # generate Personal Access Token at https://www.runscope.com/applications if not "RUNSCOPE_ACCESS_TOKEN" in os.environ:
|
print ("Please set the environment variable RUNSCOPE_ACCESS_TOKEN. You can get an access token by going to https://www.runscope.com/applications") exit(1) API_TOKEN = os.environ["RUNSCOPE_ACCESS_TOKEN"] opts = { "base_url": "https://api.runscope.com", "bucket_key": test_run.get("bucket_key"), "test_id": test_run.get("test_id"), "test_run_id": test_run.get("test_run_id") } result_url = "{base_url}/buckets/{bucket_key}/tests/{test_id}/results/{test_run_id}".format(**opts) print ("Getting result: {}".format(result_url)) headers = { "Authorization": "Bearer {}".format(API_TOKEN), "User-Agent": "python-trigger-sample" } result_resp = requests.get(result_url, headers=headers) if result_resp.ok: return result_resp.json().get("data") return None if __name__ == '__main__': main()
|
intermediate
|
testing
|
code_completion
|
Pythoncode:Python
| 2
| 0
| 2,146
| true
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\nimport requests\nimport sys\nimport time\nimport os\n\n\ndef main():\n trigger_url = sys.argv[1]\n trigger_resp = requests.get(trigger_url)\n\n if trigger_resp.ok:\n trigger_json = trigger_resp.json().get(\"data\", {})\n\n test_runs = trigger_json.get(\"runs\", [])\n\n print (\"Started {} test runs.\".format(len(test_runs)))\n\n results = {}\n while len(results.keys()) < len(test_runs):\n time.sleep(1)\n\n for run in test_runs:\n test_run_id = run.get(\"test_run_id\")\n if not test_run_id in results:\n result = _get_result(run)\n if result.get(\"result\") in [\"pass\", \"fail\"]:\n results[test_run_id] = result\n\n pass_count = sum([r.get(\"result\") == \"pass\" for r in results.values()])\n fail_count = sum([r.get(\"result\") == \"fail\" for r in results.values()])\n\n if fail_count > 0:\n print (\"{} test runs passed. {} test runs failed.\".format(pass_count, fail_count))\n exit(1)\n\n print (\"All test runs passed.\")\n\n\ndef _get_result(test_run):\n # generate Personal Access Token at https://www.runscope.com/applications\n if not \"RUNSCOPE_ACCESS_TOKEN\" in os.environ:"}, {"role": "assistant", "content": "\n print (\"Please set the environment variable RUNSCOPE_ACCESS_TOKEN. You can get an access token by going to https://www.runscope.com/applications\")\n exit(1)\n\n API_TOKEN = os.environ[\"RUNSCOPE_ACCESS_TOKEN\"]\n \n opts = {\n \"base_url\": \"https://api.runscope.com\",\n \"bucket_key\": test_run.get(\"bucket_key\"),\n \"test_id\": test_run.get(\"test_id\"),\n \"test_run_id\": test_run.get(\"test_run_id\")\n }\n result_url = \"{base_url}/buckets/{bucket_key}/tests/{test_id}/results/{test_run_id}\".format(**opts)\n print (\"Getting result: {}\".format(result_url))\n\n headers = {\n \"Authorization\": \"Bearer {}\".format(API_TOKEN),\n \"User-Agent\": \"python-trigger-sample\"\n }\n result_resp = requests.get(result_url, headers=headers)\n\n if result_resp.ok:\n return result_resp.json().get(\"data\")\n\n return None\n\n\nif __name__ == '__main__':\n main()"}]
| false
| null | null | null |
5d8cdce66649554dda1ee6deb1afd812b2f3ebbf
|
TheStack--python--000.parquet
|
Suggest refactoring for this Pythoncode:Python code: import requests from typing import List, Optional from .models import AS, Domain, IP, CVE, Account, Certificate, Email, DNSHistoricalRecord, WHOISHistoricalRecord from .response import Response from .search_query import SearchQuery from limiter import get_limiter, limit class DomainsSearchResults: def __init__(self, results: List[Domain], total_items: int = None, search_id: str = None): self.total_items: Optional[int] = total_items self.search_id: Optional[str] = search_id self.results: List[Domain] = results class AutonomousSystemsSearchResults: def __init__(self, results: List[AS], total_items: int = None, search_id: str = None): self.total_items: Optional[int] = total_items self.search_id: Optional[str] = search_id self.results: List[AS] = results class IPSearchResults: def __init__(self, results: List[IP], total_items: int = None, search_id: str = None): self.total_items: Optional[int] = total_items self.search_id: Optional[str] = search_id self.results: List[IP] = results class CertificatesSearchResults: def __init__(self, results: List[Certificate], total_items: int = None, search_id: str = None): self.total_items: Optional[int] = total_items self.search_id: Optional[str] = search_id self.results: List[Certificate] = results class CVESearchResults: def __init__(self, results: List[CVE], total_items: int = None, search_id: str = None): self.total_items: Optional[int] = total_items self.search_id: Optional[str] = search_id self.results: List[CVE] = results class EmailsSearchResults: def __init__(self, results: List[Email], total_items: int = None, search_id: str = None): self.total_items: Optional[int] = total_items self.search_id: Optional[str] = search_id self.results: List[Email] = results class HistoricalDNSSearchResults: def __init__(self, results: List[DNSHistoricalRecord], total_items: int = None, search_id: str = None): self.total_items: Optional[int] = total_items self.search_id: Optional[str] = search_id self.results: List[DNSHistoricalRecord] = results class HistoricalWHOISSearchResults: def __init__(self, results: List[WHOISHistoricalRecord], total_items: int = None, search_id: str = None): self.total_items: Optional[int] = total_items self.search_id: Optional[str] = search_id self.results: List[WHOISHistoricalRecord] = results class Client: DEFAULT_BASE_URL = 'https://api.spyse.com/v4/data' MAX_LIMIT = 100 SEARCH_RESULTS_LIMIT = 10000 RATE_LIMIT_FRAME_IN_SECONDS = 1 ... [32 more functiondefs truncated] ...
|
Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
|
advanced
|
api
|
refactoring
|
Pythoncode:Python
| 8
| 9
| 2,734
| true
|
[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\nimport requests\nfrom typing import List, Optional\n\nfrom .models import AS, Domain, IP, CVE, Account, Certificate, Email, DNSHistoricalRecord, WHOISHistoricalRecord\nfrom .response import Response\nfrom .search_query import SearchQuery\nfrom limiter import get_limiter, limit\n\n\nclass DomainsSearchResults:\n def __init__(self, results: List[Domain], total_items: int = None, search_id: str = None):\n self.total_items: Optional[int] = total_items\n self.search_id: Optional[str] = search_id\n self.results: List[Domain] = results\n\n\nclass AutonomousSystemsSearchResults:\n def __init__(self, results: List[AS], total_items: int = None, search_id: str = None):\n self.total_items: Optional[int] = total_items\n self.search_id: Optional[str] = search_id\n self.results: List[AS] = results\n\n\nclass IPSearchResults:\n def __init__(self, results: List[IP], total_items: int = None, search_id: str = None):\n self.total_items: Optional[int] = total_items\n self.search_id: Optional[str] = search_id\n self.results: List[IP] = results\n\n\nclass CertificatesSearchResults:\n def __init__(self, results: List[Certificate], total_items: int = None, search_id: str = None):\n self.total_items: Optional[int] = total_items\n self.search_id: Optional[str] = search_id\n self.results: List[Certificate] = results\n\n\nclass CVESearchResults:\n def __init__(self, results: List[CVE], total_items: int = None, search_id: str = None):\n self.total_items: Optional[int] = total_items\n self.search_id: Optional[str] = search_id\n self.results: List[CVE] = results\n\n\nclass EmailsSearchResults:\n def __init__(self, results: List[Email], total_items: int = None, search_id: str = None):\n self.total_items: Optional[int] = total_items\n self.search_id: Optional[str] = search_id\n self.results: List[Email] = results\n\n\nclass HistoricalDNSSearchResults:\n def __init__(self, results: List[DNSHistoricalRecord], total_items: int = None, search_id: str = None):\n self.total_items: Optional[int] = total_items\n self.search_id: Optional[str] = search_id\n self.results: List[DNSHistoricalRecord] = results\n\n\nclass HistoricalWHOISSearchResults:\n def __init__(self, results: List[WHOISHistoricalRecord], total_items: int = None, search_id: str = None):\n self.total_items: Optional[int] = total_items\n self.search_id: Optional[str] = search_id\n self.results: List[WHOISHistoricalRecord] = results\n\n\nclass Client:\n DEFAULT_BASE_URL = 'https://api.spyse.com/v4/data'\n MAX_LIMIT = 100\n SEARCH_RESULTS_LIMIT = 10000\n RATE_LIMIT_FRAME_IN_SECONDS = 1\n\n\n ... [32 more functiondefs truncated] ..."}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
5d8dbbff6df38e6773044260538db7a759525964
|
TheStack--python--000.parquet
|
Explain this Pythoncode:Python code: from matplotlib.colors import ListedColormap cm3 = ListedColormap(['#0000aa', '#ff2020', '#50ff50']) cm2 = ListedColormap(['#0000aa', '#ff2020'])
|
This code demonstrates Pythoncode:Python programming.
|
beginner
|
database
|
code_explanation
|
Pythoncode:Python
| 0
| 0
| 147
| true
|
[{"role": "user", "content": "Explain this Pythoncode:Python code:\nfrom matplotlib.colors import ListedColormap\n\ncm3 = ListedColormap(['#0000aa', '#ff2020', '#50ff50'])\ncm2 = ListedColormap(['#0000aa', '#ff2020'])"}, {"role": "assistant", "content": " This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
5d8e72c2a2b92c4afc6d55b1c762592baf4c02a2
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: from flask import render_template # Error Pages ---------------------------------------------------------------- def page_not_found(e): # note that we set the 404 status explicitly return render_template('404.html.j2', 404 def page_not_allowed(e): # note that we set the 403 status explicitly return render_template('403.html.j2'), 403 def internal_error(error): app.logger.error('Server Error: %s', (error)) return render_template('500.html.j2'), 500 def unhandled_exception(e): app.logger.error('Unhandled Exception: %s', (e)) return render_template('500.html.j2'), 501
|
Error Analysis: Error Type: MISSING_BRACKETS Error: SyntaxError: unmatched brackets Detected Errors: • Unclosed '(' at line 6 - expected ')' • SyntaxError: '(' was never closed at line 6 Fix: Add missing ')' bracket at line 6
|
intermediate
|
machine_learning
|
error_detection
|
Pythoncode:Python
| 4
| 0
| 611
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nfrom flask import render_template\n\n# Error Pages ----------------------------------------------------------------\ndef page_not_found(e):\n # note that we set the 404 status explicitly\n return render_template('404.html.j2', 404\n\n\ndef page_not_allowed(e):\n # note that we set the 403 status explicitly\n return render_template('403.html.j2'), 403\n\n\ndef internal_error(error):\n app.logger.error('Server Error: %s', (error))\n return render_template('500.html.j2'), 500\n\n\ndef unhandled_exception(e):\n app.logger.error('Unhandled Exception: %s', (e))\n return render_template('500.html.j2'), 501"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: MISSING_BRACKETS\n Error: SyntaxError: unmatched brackets\n\n Detected Errors:\n \u2022 Unclosed '(' at line 6 - expected ')'\n \u2022 SyntaxError: '(' was never closed at line 6\n\n Fix: Add missing ')' bracket at line 6"}]
| true
|
syntax
|
MISSING_BRACKETS
|
MEDIUM
|
5d8e73966f8c10521ed6c383e9307e6cc3d33a3d
|
TheStack--python--000.parquet
|
Repair the syntax errors in this Pythoncode:Python code: from .._BlackJack import BlackJackCPP import gym import ctypes import numpy as np from gym import spaces class BlackJack(gym.Env): def __init__(self, natural=False): self.env = BlackJackCPP(natural) self.action_space = spaces.Discrete(2) self.observation_space = spaces.Tuple(( spaces.Discrete(32, spaces.Discrete(11), spaces.Discrete(2) )) self.state = None self.natural = natural def seed(self, seed=None): if seed is None: return [self.env.get_seed()] else: if not isinstance(seed, ctypes.c_uint32): seed = ctypes.c_uint32(seed).value self.env.set_seed(seed) return [seed] def step(self, action): assert self.action_space.contains(action) state, reward, done = self.env.step(action) self.state = np.array(state) return self.state, reward, done, {} def render(self, mode='human'): return None def reset(self): self.state = np.array(self.env.reset()) return self.state
|
Syntax Analysis: Syntax Errors Found: • Unclosed '(' at line 13 - expected ')' • SyntaxError: '(' was never closed at line 13 Fixes: • Add closing ')' bracket • Review code syntax
|
advanced
|
testing
|
syntax_repair
|
Pythoncode:Python
| 5
| 1
| 1,117
| true
|
[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\nfrom .._BlackJack import BlackJackCPP\n\nimport gym\nimport ctypes\nimport numpy as np\nfrom gym import spaces\n\n\nclass BlackJack(gym.Env):\n def __init__(self, natural=False):\n self.env = BlackJackCPP(natural)\n self.action_space = spaces.Discrete(2)\n self.observation_space = spaces.Tuple((\n spaces.Discrete(32,\n spaces.Discrete(11),\n spaces.Discrete(2)\n ))\n self.state = None\n self.natural = natural\n\n def seed(self, seed=None):\n if seed is None:\n return [self.env.get_seed()]\n else:\n if not isinstance(seed, ctypes.c_uint32):\n seed = ctypes.c_uint32(seed).value\n self.env.set_seed(seed)\n return [seed]\n\n def step(self, action):\n assert self.action_space.contains(action)\n state, reward, done = self.env.step(action)\n self.state = np.array(state)\n return self.state, reward, done, {}\n\n def render(self, mode='human'):\n return None\n\n def reset(self):\n self.state = np.array(self.env.reset())\n return self.state"}, {"role": "assistant", "content": " Syntax Analysis:\n\n Syntax Errors Found:\n \u2022 Unclosed '(' at line 13 - expected ')'\n \u2022 SyntaxError: '(' was never closed at line 13\n\n Fixes:\n \u2022 Add closing ')' bracket\n \u2022 Review code syntax"}]
| true
|
syntax
|
MISSING_BRACKETS
|
MEDIUM
|
5d8e9f525045331a16efdc9df5a7b8042480b89c
|
TheStack--python--000.parquet
|
Complete this Pythoncode:Python code: # # Licensed to the Apache Software Foundation (ASF) under one or more # contributor license agreements. See the NOTICE file distributed with # this work for additional information regarding copyright ownership. # The ASF licenses this file to You under the Apache License, Version 2.0 # (the "License"); you may not use this file except in compliance with # the License. You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, software # distributed under the License is distributed on an "AS IS" BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. # class ConsumerTrackingPipelineVisitorTest(unittest.TestCase): def setUp(self): self.pipeline = Pipeline(DirectRunner()) self.visitor = ConsumerTrackingPipelineVisitor() def test_root_transforms(self): root_read = beam.Impulse() root_flatten = Flatten(pipeline=self.pipeline) pbegin = pvalue.PBegin(self.pipeline) pcoll_read = pbegin | 'read' >> root_read pcoll_read | FlatMap(lambda x: x) [] | 'flatten' >> root_flatten self.pipeline.visit(self.visitor) root_transforms = [t.transform for t in self.visitor.root_transforms]
|
self.assertCountEqual(root_transforms, [root_read, root_flatten]) pbegin_consumers = [ c.transform for c in self.visitor.value_to_consumers[pbegin] ] self.assertCountEqual(pbegin_consumers, [root_read]) self.assertEqual(len(self.visitor.step_names), 3) def test_side_inputs(self): class SplitNumbersFn(DoFn): def process(self, element): if element < 0: yield pvalue.TaggedOutput('tag_negative', element) else: yield element class ProcessNumbersFn(DoFn): def process(self, element, negatives): yield element ... [3 more functiondefs truncated] ...
|
advanced
|
testing
|
code_completion
|
Pythoncode:Python
| 5
| 3
| 2,010
| false
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\n#\n# Licensed to the Apache Software Foundation (ASF) under one or more\n# contributor license agreements. See the NOTICE file distributed with\n# this work for additional information regarding copyright ownership.\n# The ASF licenses this file to You under the Apache License, Version 2.0\n# (the \"License\"); you may not use this file except in compliance with\n# the License. You may obtain a copy of the License at\n#\n# http://www.apache.org/licenses/LICENSE-2.0\n#\n# Unless required by applicable law or agreed to in writing, software\n# distributed under the License is distributed on an \"AS IS\" BASIS,\n# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.\n# See the License for the specific language governing permissions and\n# limitations under the License.\n#\n\nclass ConsumerTrackingPipelineVisitorTest(unittest.TestCase):\n def setUp(self):\n self.pipeline = Pipeline(DirectRunner())\n self.visitor = ConsumerTrackingPipelineVisitor()\n\n def test_root_transforms(self):\n root_read = beam.Impulse()\n root_flatten = Flatten(pipeline=self.pipeline)\n\n pbegin = pvalue.PBegin(self.pipeline)\n pcoll_read = pbegin | 'read' >> root_read\n pcoll_read | FlatMap(lambda x: x)\n [] | 'flatten' >> root_flatten\n\n self.pipeline.visit(self.visitor)\n\n root_transforms = [t.transform for t in self.visitor.root_transforms]"}, {"role": "assistant", "content": "\n\n self.assertCountEqual(root_transforms, [root_read, root_flatten])\n\n pbegin_consumers = [\n c.transform for c in self.visitor.value_to_consumers[pbegin]\n ]\n self.assertCountEqual(pbegin_consumers, [root_read])\n self.assertEqual(len(self.visitor.step_names), 3)\n\n def test_side_inputs(self):\n class SplitNumbersFn(DoFn):\n def process(self, element):\n if element < 0:\n yield pvalue.TaggedOutput('tag_negative', element)\n else:\n yield element\n\n class ProcessNumbersFn(DoFn):\n def process(self, element, negatives):\n yield element\n\n\n ... [3 more functiondefs truncated] ..."}]
| false
| null | null | null |
5d8f21c23f88e0ce2aa150c385f666597b203749
|
TheStack--python--000.parquet
|
Explain this Pythoncode:Python code: #!/bin/env python # -*- coding: utf-8 -*- def get_client(env): """ Guesses the client address from the environment variables First tries 'http_x_forwarded_for', secondly 'remote_addr' if all fails, assume '127.0.0.1' or '::1' (running locally) """ eget = env.get g = regex_client.search(eget('http_x_forwarded_for', '')) client = (g.group() or '').split(',')[0] if g else None if client in (None, '', 'unknown'): g = regex_client.search(eget('remote_addr', '')) if g: client = g.group() elif env.http_host.startswith('['): # IPv6 client = '::1' else: client = '127.0.0.1' # IPv4 if not is_valid_ip_address(client): raise HTTP(400, "Bad Request (request.client=%s)" % client) return client ... [18 more functiondefs truncated] ...
|
Functions: get_client This code demonstrates Pythoncode:Python programming.
|
intermediate
|
api
|
code_explanation
|
Pythoncode:Python
| 1
| 0
| 863
| false
|
[{"role": "user", "content": "Explain this Pythoncode:Python code:\n#!/bin/env python\n# -*- coding: utf-8 -*-\n\ndef get_client(env):\n \"\"\"\n Guesses the client address from the environment variables\n\n First tries 'http_x_forwarded_for', secondly 'remote_addr'\n if all fails, assume '127.0.0.1' or '::1' (running locally)\n \"\"\"\n eget = env.get\n g = regex_client.search(eget('http_x_forwarded_for', ''))\n client = (g.group() or '').split(',')[0] if g else None\n if client in (None, '', 'unknown'):\n g = regex_client.search(eget('remote_addr', ''))\n if g:\n client = g.group()\n elif env.http_host.startswith('['): # IPv6\n client = '::1'\n else:\n client = '127.0.0.1' # IPv4\n if not is_valid_ip_address(client):\n raise HTTP(400, \"Bad Request (request.client=%s)\" % client)\n return client\n\n\n\n ... [18 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Functions: get_client\n This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
5d8fd5fa2bcd3f5669762aabbd18717b761f3d16
|
TheStack--python--000.parquet
|
Repair the syntax errors in this Pythoncode:Python code: import logging class EWPublisherAgent(PublisherAgent): def __init__(self, name: str, USD: float, OCEAN: float): super().__init__(name, USD, OCEAN) self._s_since_create = 0 self._s_between_create = 7 * constants.S_PER_DAY #magic number self._s_since_unstake = 0 self._s_between_unstake = 3 * constants.S_PER_DAY #magic number def takeStep(self, state) -> None: self._s_since_create += state.ss.time_step self._s_since_unstake += state.ss.time_step if self._doCreatePool(): self._s_since_create = 0 self._createPoolAgent(state) if self._doUnstakeOCEAN(state): self._s_since_unstake = 0 self._unstakeOCEANsomewhere(state) def _doCreatePool(self) -> bool: if self.OCEAN() < 200.0: #magic number return False return self._s_since_create >= self._s_between_create def _createPoolAgent(self, state) -> PoolAgent: assert self.OCEAN() > 0.0, "should not call if no OCEAN" wallet = self._wallet._web3wallet OCEAN = globaltokens.OCEANtoken() #name pool_i = len(state.agents.filterToPool()) dt_name = f'DT{pool_i}' pool_agent_name = f'pool{pool_i}' #new DT DT = self._createDatatoken(dt_name, mint_amt=1000.0) #magic number #new pool pool_address = bfactory.BFactory().newBPool(from_wallet=wallet) pool = bpool.BPool(pool_address) #bind tokens & add initial liquidity OCEAN_bind_amt = self.OCEAN() #magic number: use all the OCEAN DT_bind_amt = 20.0 #magic number DT.approve(pool.address, toBase18(DT_bind_amt), from_wallet=wallet) OCEAN.approve(pool.address, toBase18(OCEAN_bind_amt),from_wallet=wallet) pool.bind(DT.address, toBase18(DT_bind_amt, toBase18(POOL_WEIGHT_DT), from_wallet=wallet) pool.bind(OCEAN.address, toBase18(OCEAN_bind_amt), toBase18(POOL_WEIGHT_OCEAN), from_wallet=wallet) pool.finalize(from_wallet=wallet) #create agent pool_agent = PoolAgent(pool_agent_name, pool) state.addAgent(pool_agent) return pool_agent def _doUnstakeOCEAN(self, state) -> bool: if not state.agents.filterByNonzeroStake(self): return False return self._s_since_unstake >= self._s_between_unstake def _unstakeOCEANsomewhere(self, state): """Choose what pool to unstake and by how much. Then do the action.""" pool_agents = state.agents.filterByNonzeroStake(self) pool_agent = random.choice(list(pool_agents.values())) BPT = self.BPT(pool_agent.pool) BPT_unstake = 0.10 * BPT #magic number self.unstakeOCEAN(BPT_unstake, pool_agent.pool) ... [1 more functiondefs truncated] ...
|
Syntax Analysis: Syntax Errors Found: • Code truncated in middle of expression - unexpected EOF • Unclosed '(' at line 53 - expected ')' • SyntaxError: '(' was never closed at line 53 Fixes: • Complete the expression on the last line • Add closing ')' bracket • Review code syntax
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advanced
|
testing
|
syntax_repair
|
Pythoncode:Python
| 6
| 1
| 2,959
| true
|
[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\nimport logging\nclass EWPublisherAgent(PublisherAgent):\n def __init__(self, name: str, USD: float, OCEAN: float):\n super().__init__(name, USD, OCEAN)\n \n self._s_since_create = 0\n self._s_between_create = 7 * constants.S_PER_DAY #magic number\n \n self._s_since_unstake = 0\n self._s_between_unstake = 3 * constants.S_PER_DAY #magic number\n \n def takeStep(self, state) -> None:\n self._s_since_create += state.ss.time_step\n self._s_since_unstake += state.ss.time_step\n \n if self._doCreatePool():\n self._s_since_create = 0\n self._createPoolAgent(state)\n\n if self._doUnstakeOCEAN(state):\n self._s_since_unstake = 0\n self._unstakeOCEANsomewhere(state)\n\n def _doCreatePool(self) -> bool:\n if self.OCEAN() < 200.0: #magic number\n return False\n return self._s_since_create >= self._s_between_create\n\n def _createPoolAgent(self, state) -> PoolAgent: \n assert self.OCEAN() > 0.0, \"should not call if no OCEAN\"\n wallet = self._wallet._web3wallet\n OCEAN = globaltokens.OCEANtoken()\n \n #name\n pool_i = len(state.agents.filterToPool())\n dt_name = f'DT{pool_i}'\n pool_agent_name = f'pool{pool_i}'\n \n #new DT\n DT = self._createDatatoken(dt_name, mint_amt=1000.0) #magic number\n\n #new pool\n pool_address = bfactory.BFactory().newBPool(from_wallet=wallet)\n pool = bpool.BPool(pool_address)\n\n #bind tokens & add initial liquidity\n OCEAN_bind_amt = self.OCEAN() #magic number: use all the OCEAN\n DT_bind_amt = 20.0 #magic number\n \n DT.approve(pool.address, toBase18(DT_bind_amt), from_wallet=wallet)\n OCEAN.approve(pool.address, toBase18(OCEAN_bind_amt),from_wallet=wallet)\n \n pool.bind(DT.address, toBase18(DT_bind_amt,\n toBase18(POOL_WEIGHT_DT), from_wallet=wallet)\n pool.bind(OCEAN.address, toBase18(OCEAN_bind_amt),\n toBase18(POOL_WEIGHT_OCEAN), from_wallet=wallet)\n \n pool.finalize(from_wallet=wallet)\n\n #create agent\n pool_agent = PoolAgent(pool_agent_name, pool)\n state.addAgent(pool_agent)\n \n return pool_agent\n\n def _doUnstakeOCEAN(self, state) -> bool:\n if not state.agents.filterByNonzeroStake(self):\n return False\n return self._s_since_unstake >= self._s_between_unstake\n\n def _unstakeOCEANsomewhere(self, state):\n \"\"\"Choose what pool to unstake and by how much. Then do the action.\"\"\"\n pool_agents = state.agents.filterByNonzeroStake(self)\n pool_agent = random.choice(list(pool_agents.values()))\n BPT = self.BPT(pool_agent.pool)\n BPT_unstake = 0.10 * BPT #magic number\n self.unstakeOCEAN(BPT_unstake, pool_agent.pool)\n\n\n ... [1 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 53 - expected ')'\n \u2022 SyntaxError: '(' was never closed at line 53\n\n Fixes:\n \u2022 Complete the expression on the last line\n \u2022 Add closing ')' bracket\n \u2022 Review code syntax"}]
| true
|
syntax
|
MISSING_BRACKETS
|
MEDIUM
|
5d90667a56cb7c978d1072b2a27a14dbab5c4dfc
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: import numpy as np from . import _version __version__ = _version.get_versions()['version'] HXR_COLORS = ("#000000", "#02004a", "#030069", "#04008f", "#0500b3", "#0700ff") SXR_COLORS = ("#000000", "#330000", "#520000", "#850000", "#ad0000", "#ff0000") HXR_AREAS = { "GUN" : [2017.911, 2018.712], "L0" : [2018.712, 2024.791], "DL1_1": [2024.791, 2031.992], "DL1_2": [2031.992, 2035.035], "L1": [2035.035, 2044.167], "BC1": [2044.167, 2059.733], "L2": [2059.733, 2410.698], "BC2": [2410.698, 2438.400],
|
Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Detected Errors: • Unclosed '{' at line 10 - expected '}' • SyntaxError: '{' was never closed at line 10 Fix: Complete the truncated code structure
|
intermediate
|
general
|
error_detection
|
Pythoncode:Python
| 0
| 0
| 535
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nimport numpy as np\nfrom . import _version\n__version__ = _version.get_versions()['version']\n\n\n\nHXR_COLORS = (\"#000000\", \"#02004a\", \"#030069\", \"#04008f\", \"#0500b3\", \"#0700ff\")\nSXR_COLORS = (\"#000000\", \"#330000\", \"#520000\", \"#850000\", \"#ad0000\", \"#ff0000\")\n\nHXR_AREAS = {\n \"GUN\" : [2017.911, 2018.712],\n \"L0\" : [2018.712, 2024.791],\n \"DL1_1\": [2024.791, 2031.992],\n \"DL1_2\": [2031.992, 2035.035],\n \"L1\": [2035.035, 2044.167],\n \"BC1\": [2044.167, 2059.733],\n \"L2\": [2059.733, 2410.698],\n \"BC2\": [2410.698, 2438.400],"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: HARD_CUT\n Error: SyntaxError / EOF\n\n Detected Errors:\n \u2022 Unclosed '{' at line 10 - expected '}'\n \u2022 SyntaxError: '{' was never closed at line 10\n\n Fix: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
5d922c20991f9207f7464898983a068c11cac2a8
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: import os import tempfile import numpy as np import tensorflow as tf from time import time from termcolor import cprint from unittest import TestCase from .. import K from .. import Input, Dense, GRU, Bidirectional, Embedding from .. import Model, load_model from .. import l2 from .. import maxnorm from .. import Adam, Nadam, SGD from .. import AdamW, NadamW, SGDW from .. import get_weight_decays, fill_dict_in_order, reset_seeds, K_eval class TestOptimizers(TestCase): def test_all(self): # Save/Load, Warm Restarts (w/ cosine annealing) for optimizer_name in ['AdamW', 'NadamW', 'SGDW']: cprint("<< TESTING {} OPTIMIZER >>".format(optimizer_name), 'blue') reset_seeds()
|
Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Detected Errors: • Block at line 20 has no indented body Fix: Complete the truncated code structure
|
advanced
|
testing
|
error_detection
|
Pythoncode:Python
| 1
| 1
| 717
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nimport os\nimport tempfile\nimport numpy as np\nimport tensorflow as tf\n\nfrom time import time\nfrom termcolor import cprint\nfrom unittest import TestCase\n\nfrom .. import K\nfrom .. import Input, Dense, GRU, Bidirectional, Embedding\nfrom .. import Model, load_model\nfrom .. import l2\nfrom .. import maxnorm\nfrom .. import Adam, Nadam, SGD\nfrom .. import AdamW, NadamW, SGDW\nfrom .. import get_weight_decays, fill_dict_in_order, reset_seeds, K_eval\n\n\nclass TestOptimizers(TestCase):\n\n def test_all(self): # Save/Load, Warm Restarts (w/ cosine annealing)\n for optimizer_name in ['AdamW', 'NadamW', 'SGDW']:\n cprint(\"<< TESTING {} OPTIMIZER >>\".format(optimizer_name), 'blue')\n reset_seeds()"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: HARD_CUT\n Error: SyntaxError / EOF\n\n Detected Errors:\n \u2022 Block at line 20 has no indented body\n\n Fix: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
5d930df4a535163668fcaae7a75a25d2de903db1
|
TheStack--python--000.parquet
|
Suggest refactoring for this Pythoncode:Python code: # Generated by Django 2.2.10 on 2020-02-18 12:51 import django.contrib.postgres.indexes from django.db import migrations from django.db import models ... [1 more classdefs truncated] ...
|
Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
|
beginner
|
machine_learning
|
refactoring
|
Pythoncode:Python
| 0
| 0
| 196
| true
|
[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\n# Generated by Django 2.2.10 on 2020-02-18 12:51\nimport django.contrib.postgres.indexes\nfrom django.db import migrations\nfrom django.db import models\n\n\n\n ... [1 more classdefs truncated] ..."}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
5d93683480faf496a5e564f3b162607a289a4f92
|
TheStack--python--000.parquet
|
Debug this Pythoncode:Python code: from sympy.tensor.functions import TensorProduct from sympy import MatrixSymbol, Matrix, Array from sympy.abc import x, y, z from sympy.abc import i, j, k, l A = MatrixSymbol("A", 3, 3) B = MatrixSymbol("B", 3, 3) C = MatrixSymbol("C", 3, 3) def test_TensorProduct_construction(): assert TensorProduct(3, 4) == 12 assert isinstance(TensorProduct(A, A), TensorProduct) expr = TensorProduct(TensorProduct(x, y), z) assert expr == x*y*z expr = TensorProduct(TensorProduct(A, B), C) assert expr == TensorProduct(A, B, C) expr = TensorProduct(Matrix.eye(2), [[0, -1], [1, 0]]) assert expr == Array([ [ [[0, -1], [1, 0]], [[0, 0], [0, 0]] ], [ [[0, 0], [0, 0]], [[0, -1], [1, 0]] ] ]) def test_TensorProduct_shape(): expr = TensorProduct(3, 4, evaluate=False) assert expr.shape == () assert expr.rank() == 0 expr = TensorProduct([1, 2], [x, y], evaluate=False) assert expr.shape == (2, 2) assert expr.rank() == 2 expr = TensorProduct(expr, expr, evaluate=False) assert expr.shape == (2, 2, 2, 2) assert expr.rank() == 4 expr = TensorProduct(Matrix.eye(2), [[0, -1], [1, 0]], evaluate=False) assert expr.shape == (2, 2, 2, 2) assert expr.rank() == 4 def test_TensorProduct_getitem(): expr = TensorProduct(A, B) assert expr[i, j, k, l] == A[i, j]*B[k, l]
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Code analysis results: 🔴 Errors found: Block at line 35 has no indented body ⚠️ Warnings: Unexpected indentation at line 14 Unexpected indentation at line 17 Unexpected indentation at line 20 Unexpected indentation at line 23 💡 Suggestions: Add docstring to function 'test_TensorProduct_construction' Add docstring to function 'test_TensorProduct_shape'
|
intermediate
|
testing
|
debugging
|
Pythoncode:Python
| 3
| 0
| 1,433
| true
|
[{"role": "user", "content": "Debug this Pythoncode:Python code:\nfrom sympy.tensor.functions import TensorProduct\nfrom sympy import MatrixSymbol, Matrix, Array\nfrom sympy.abc import x, y, z\nfrom sympy.abc import i, j, k, l\n\n\nA = MatrixSymbol(\"A\", 3, 3)\nB = MatrixSymbol(\"B\", 3, 3)\nC = MatrixSymbol(\"C\", 3, 3)\n\n\ndef test_TensorProduct_construction():\n assert TensorProduct(3, 4) == 12\n assert isinstance(TensorProduct(A, A), TensorProduct)\n\n expr = TensorProduct(TensorProduct(x, y), z)\n assert expr == x*y*z\n\n expr = TensorProduct(TensorProduct(A, B), C)\n assert expr == TensorProduct(A, B, C)\n\n expr = TensorProduct(Matrix.eye(2), [[0, -1], [1, 0]])\n assert expr == Array([\n [\n [[0, -1], [1, 0]],\n [[0, 0], [0, 0]]\n ],\n [\n [[0, 0], [0, 0]],\n [[0, -1], [1, 0]]\n ]\n ])\n\n\ndef test_TensorProduct_shape():\n\n expr = TensorProduct(3, 4, evaluate=False)\n assert expr.shape == ()\n assert expr.rank() == 0\n\n expr = TensorProduct([1, 2], [x, y], evaluate=False)\n assert expr.shape == (2, 2)\n assert expr.rank() == 2\n expr = TensorProduct(expr, expr, evaluate=False)\n assert expr.shape == (2, 2, 2, 2)\n assert expr.rank() == 4\n\n expr = TensorProduct(Matrix.eye(2), [[0, -1], [1, 0]], evaluate=False)\n assert expr.shape == (2, 2, 2, 2)\n assert expr.rank() == 4\n\n\ndef test_TensorProduct_getitem():\n expr = TensorProduct(A, B)\n assert expr[i, j, k, l] == A[i, j]*B[k, l]"}, {"role": "assistant", "content": " Code analysis results:\n\n\n\ud83d\udd34 Errors found:\n Block at line 35 has no indented body\n\n\u26a0\ufe0f Warnings:\n Unexpected indentation at line 14\n Unexpected indentation at line 17\n Unexpected indentation at line 20\n Unexpected indentation at line 23\n\n\ud83d\udca1 Suggestions:\n Add docstring to function 'test_TensorProduct_construction'\n Add docstring to function 'test_TensorProduct_shape'"}]
| false
| null | null | null |
5d942ae26a14855b18361770889fe0b68867154b
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TheStack--python--000.parquet
|
Complete this Pythoncode:Python code: from django.shortcuts import render # Create your views here. class MultipleProxyMiddleware: FORWARDED_FOR_FIELDS = [ 'HTTP_X_FORWARDED_FOR', 'HTTP_X_FORWARDED_HOST', 'HTTP_X_FORWARDED_SERVER', ] def __init__(self, get_response): self.get_response = get_response def __call__(self, request): """ Rewrites the proxy headers so that only the most recent proxy is used. """ for field in self.FORWARDED_FOR_FIELDS: if field in request.META:
|
if ',' in request.META[field]: parts = request.META[field].split(',') request.META[field] = parts[-1].strip() return self.get_response(request) def index(request): context = { } template_name = 'pages/app/index.html' return render(request, template_name, context)
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advanced
|
api
|
code_completion
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Pythoncode:Python
| 3
| 1
| 898
| true
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\nfrom django.shortcuts import render\n\n# Create your views here.\nclass MultipleProxyMiddleware:\n FORWARDED_FOR_FIELDS = [\n 'HTTP_X_FORWARDED_FOR',\n 'HTTP_X_FORWARDED_HOST',\n 'HTTP_X_FORWARDED_SERVER',\n ]\n\n def __init__(self, get_response):\n self.get_response = get_response\n\n def __call__(self, request):\n \"\"\"\n Rewrites the proxy headers so that only the most\n recent proxy is used.\n \"\"\"\n for field in self.FORWARDED_FOR_FIELDS:\n if field in request.META:"}, {"role": "assistant", "content": "\n if ',' in request.META[field]:\n parts = request.META[field].split(',')\n request.META[field] = parts[-1].strip()\n return self.get_response(request)\n\ndef index(request):\n\n context = {\n \n }\n template_name = 'pages/app/index.html'\n return render(request, template_name, context)"}]
| false
| null | null | null |
5d94582a86f1cb5da7910dcf3af0df5fef4be108
|
TheStack--python--000.parquet
|
Fill in the in this Pythoncode:Python code: # This module is about my webcrawler with the use of scrapy. # Its a generell web crawler, but the import and use of GhAdapter makes it usefull for geizhals.de sites. from abc import ABC, abstractmethod import scrapy class BaseLensSpider(scrapy.Spider, ABC): @property @abstractmethod def adapter(self): raise NotImplementedError() #TODO: make the start_url thing abstract and initialliy with a call to adapter.START_URLS @abstractmethod def parse_lens_page(self, response): raise NotImplementedError() # Complete this line @abstractmethod def create_lens_page_requests(self,response): raise NotImplementedError() @abstractmethod def create_overview_page_request(self, response): raise NotImplementedError() def parse_overview_page(self,response): for lens_page_request in self.create_lens_page_requests(response): yield lens_page_request for overview_page_request in self.create_overview_page_request(response): yield overview_page_request def parse(self, response): return self.parse_overview_page(response)
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The missing line is:
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advanced
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api
|
fill_in_the_blank
|
Pythoncode:Python
| 6
| 1
| 1,033
| true
|
[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\n# This module is about my webcrawler with the use of scrapy.\n# Its a generell web crawler, but the import and use of GhAdapter makes it usefull for geizhals.de sites.\n\nfrom abc import ABC, abstractmethod\nimport scrapy\n\nclass BaseLensSpider(scrapy.Spider, ABC):\n\n\t@property\n\t@abstractmethod\n\tdef adapter(self):\n\t\traise NotImplementedError()\n\n\t#TODO: make the start_url thing abstract and initialliy with a call to adapter.START_URLS\n\t\n\n\t@abstractmethod\n\tdef parse_lens_page(self, response):\n\t\traise NotImplementedError()\n # Complete this line\n\t@abstractmethod\n\tdef create_lens_page_requests(self,response):\n\t\traise NotImplementedError()\n\n\t@abstractmethod\n\tdef create_overview_page_request(self, response):\n\t\traise NotImplementedError()\n\n\tdef parse_overview_page(self,response):\n\t\tfor lens_page_request in self.create_lens_page_requests(response):\n\t\t\tyield lens_page_request\n\n\t\tfor overview_page_request in self.create_overview_page_request(response):\n\t\t\tyield overview_page_request\n\n\tdef parse(self, response):\n\t\treturn self.parse_overview_page(response)"}, {"role": "assistant", "content": "The missing line is:"}]
| false
| null | null | null |
5d9653a594b04879fa4c04919b21be2e555546ba
|
TheStack--python--000.parquet
|
Explain this Pythoncode:Python code: import os import sys import time import random import string import argparse import torch import torch.backends.cudnn as cudnn import torch.nn.init as init import torch.optim as optim import torch.utils.data import numpy as np from utils import CTCLabelConverter, CTCLabelConverterForBaiduWarpctc, AttnLabelConverter, Averager from simclr_dataset import hierarchical_dataset, AlignCollate, Batch_Balanced_Dataset from simclr_model import FeaturesModel as Model from test import validation from byol_pytorch import BYOL from imgaug import augmenters as iaa import imgaug as ia from tqdm import tqdm import matplotlib.pyplot as plt ... [1 more functiondefs truncated] ...
|
This code demonstrates Pythoncode:Python programming.
|
intermediate
|
testing
|
code_explanation
|
Pythoncode:Python
| 0
| 0
| 681
| true
|
[{"role": "user", "content": "Explain this Pythoncode:Python code:\nimport os\nimport sys\nimport time\nimport random\nimport string\nimport argparse\n\nimport torch\nimport torch.backends.cudnn as cudnn\nimport torch.nn.init as init\nimport torch.optim as optim\nimport torch.utils.data\nimport numpy as np\n\nfrom utils import CTCLabelConverter, CTCLabelConverterForBaiduWarpctc, AttnLabelConverter, Averager\nfrom simclr_dataset import hierarchical_dataset, AlignCollate, Batch_Balanced_Dataset\nfrom simclr_model import FeaturesModel as Model\nfrom test import validation\n\nfrom byol_pytorch import BYOL\nfrom imgaug import augmenters as iaa\nimport imgaug as ia\n\nfrom tqdm import tqdm\nimport matplotlib.pyplot as plt\n\n ... [1 more functiondefs truncated] ..."}, {"role": "assistant", "content": " This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
5d968294f2b19ad9cf4d5cc885fbe7be0f0e3330
|
TheStack--python--000.parquet
|
Fill in the in this Pythoncode:Python code: #!/usr/bin/env python # -*- coding: utf-8 -*- # -*- mode: python -*- import aiopg import psycopg2 import tornado.locks from tornado.options import define, options from tornado.web import Application from app.application import Application define('port', default=8080, help="listening port") define('bind_address', default="", help="bind address") define("db_host", default="127.0.0.1", help="database host") define("db_port", default=5432, help="database port") define("db_database", default="tornado", help="database name") define("db_user", default="tornado", help="database user") define("db_password", default="tornado", help="database password") async def maybe_create_tables(db): try: with (await db.cursor()) as cur: await cur.execute("SELECT COUNT(*) FROM schema LIMIT 1") # Complete this line except psycopg2.ProgrammingError: print("Database error!") async def main(): options.parse_command_line() async with aiopg.create_pool( host=options.db_host, port=options.db_port, user=options.db_user, password=options.db_password, dbname=options.db_database) as db: await maybe_create_tables(db) app = Application(db) app.listen(options.port, options.bind_address, xheaders=True) print("Listening on http://%s:%i" % (options.bind_address, options.port)) shutdown_event = tornado.locks.Event() await shutdown_event.wait()
|
The missing line is: await cur.fetchone()
|
intermediate
|
api
|
fill_in_the_blank
|
Pythoncode:Python
| 0
| 0
| 1,496
| true
|
[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\n#!/usr/bin/env python\n# -*- coding: utf-8 -*-\n# -*- mode: python -*-\n\nimport aiopg\nimport psycopg2\nimport tornado.locks\nfrom tornado.options import define, options\nfrom tornado.web import Application\n\nfrom app.application import Application\n\ndefine('port', default=8080, help=\"listening port\")\ndefine('bind_address', default=\"\", help=\"bind address\")\ndefine(\"db_host\", default=\"127.0.0.1\", help=\"database host\")\ndefine(\"db_port\", default=5432, help=\"database port\")\ndefine(\"db_database\", default=\"tornado\", help=\"database name\")\ndefine(\"db_user\", default=\"tornado\", help=\"database user\")\ndefine(\"db_password\", default=\"tornado\", help=\"database password\")\n\n\nasync def maybe_create_tables(db):\n try:\n with (await db.cursor()) as cur:\n await cur.execute(\"SELECT COUNT(*) FROM schema LIMIT 1\")\n # Complete this line\n except psycopg2.ProgrammingError:\n print(\"Database error!\")\n\n\nasync def main():\n options.parse_command_line()\n\n async with aiopg.create_pool(\n host=options.db_host,\n port=options.db_port,\n user=options.db_user,\n password=options.db_password,\n dbname=options.db_database) as db:\n await maybe_create_tables(db)\n app = Application(db)\n app.listen(options.port, options.bind_address, xheaders=True)\n print(\"Listening on http://%s:%i\" % (options.bind_address, options.port))\n shutdown_event = tornado.locks.Event()\n await shutdown_event.wait()"}, {"role": "assistant", "content": "The missing line is:\n await cur.fetchone()"}]
| false
| null | null | null |
5d96fee6a1d130e8653363f3a24275073276610b
|
TheStack--python--000.parquet
|
Explain this Pythoncode:Python code: #!/usr/bin/env python # pipescaler/core/stage.py # # Copyright (C) 2020-2021 Karl T Debiec # All rights reserved. # # This software may be modified and distributed under the terms of the # BSD license. from __future__ import annotations from abc import ABC, abstractmethod from importlib.util import module_from_spec, spec_from_file_location from typing import Any, List, Optional from pipescaler.common import validate_input_path def initialize_stage(stage_name, stage_conf, modules): # Get stage's class name stage_cls_name = next(iter(stage_conf)) # get first key # Get stage's configuration stage_args = stage_conf.get(stage_cls_name) if stage_args is None: stage_args = {} # Get stage's class stage_cls = None for module in modules: try: stage_cls = getattr(module, stage_cls_name) except AttributeError: continue if stage_cls is None: if "infile" in stage_args: module_infile = validate_input_path(stage_args.pop("infile")) spec = spec_from_file_location(stage_cls_name, module_infile) module = module_from_spec(spec) spec.loader.exec_module(module) stage_cls = getattr(module, stage_cls_name) else: raise KeyError(f"Class '{stage_cls_name}' not found") return stage_cls(name=stage_name, **stage_args) class Stage(ABC): """Base class for stages.""" trim_suffixes = None extension = "png" def __init__( self, name: Optional[str] = None, desc: Optional[str] = None, **kwargs: Any ) -> None: """ Validates and stores static configuration. Arguments: name (Optional[str]): Name of stage desc (Optional[str]): Description of stage kwargs (Any): Additional keyword arguments """ if name is not None: self.name = name else: self.name = self.__class__.__name__ if desc is not None: self.desc = desc else: self.desc = self.name def __repr__(self) -> str: return self.desc def __str__(self) -> str: return self.name @property @abstractmethod def inlets(self) -> List[str]: raise NotImplementedError() @property @abstractmethod def outlets(self) -> List[str]: raise NotImplementedError()
|
Functions: initialize_stage, __init__, __repr__, __str__, inlets Classes: Stage This code demonstrates Pythoncode:Python programming.
|
advanced
|
machine_learning
|
code_explanation
|
Pythoncode:Python
| 6
| 1
| 2,426
| true
|
[{"role": "user", "content": "Explain this Pythoncode:Python code:\n#!/usr/bin/env python\n# pipescaler/core/stage.py\n#\n# Copyright (C) 2020-2021 Karl T Debiec\n# All rights reserved.\n#\n# This software may be modified and distributed under the terms of the\n# BSD license.\nfrom __future__ import annotations\n\nfrom abc import ABC, abstractmethod\nfrom importlib.util import module_from_spec, spec_from_file_location\nfrom typing import Any, List, Optional\n\nfrom pipescaler.common import validate_input_path\n\n\ndef initialize_stage(stage_name, stage_conf, modules):\n # Get stage's class name\n stage_cls_name = next(iter(stage_conf)) # get first key\n\n # Get stage's configuration\n stage_args = stage_conf.get(stage_cls_name)\n if stage_args is None:\n stage_args = {}\n\n # Get stage's class\n stage_cls = None\n for module in modules:\n try:\n stage_cls = getattr(module, stage_cls_name)\n except AttributeError:\n continue\n if stage_cls is None:\n if \"infile\" in stage_args:\n module_infile = validate_input_path(stage_args.pop(\"infile\"))\n spec = spec_from_file_location(stage_cls_name, module_infile)\n module = module_from_spec(spec)\n spec.loader.exec_module(module)\n stage_cls = getattr(module, stage_cls_name)\n else:\n raise KeyError(f\"Class '{stage_cls_name}' not found\")\n\n return stage_cls(name=stage_name, **stage_args)\n\n\nclass Stage(ABC):\n \"\"\"Base class for stages.\"\"\"\n\n trim_suffixes = None\n extension = \"png\"\n\n def __init__(\n self, name: Optional[str] = None, desc: Optional[str] = None, **kwargs: Any\n ) -> None:\n \"\"\"\n Validates and stores static configuration.\n\n Arguments:\n name (Optional[str]): Name of stage\n desc (Optional[str]): Description of stage\n kwargs (Any): Additional keyword arguments\n \"\"\"\n if name is not None:\n self.name = name\n else:\n self.name = self.__class__.__name__\n if desc is not None:\n self.desc = desc\n else:\n self.desc = self.name\n\n def __repr__(self) -> str:\n return self.desc\n\n def __str__(self) -> str:\n return self.name\n\n @property\n @abstractmethod\n def inlets(self) -> List[str]:\n raise NotImplementedError()\n\n @property\n @abstractmethod\n def outlets(self) -> List[str]:\n raise NotImplementedError()"}, {"role": "assistant", "content": " Functions: initialize_stage, __init__, __repr__, __str__, inlets\n Classes: Stage\n This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
5d9879f28b9c13e35ac740f4cb5632764b5c35dd
|
TheStack--python--000.parquet
|
Fill in the in this Pythoncode:Python code: class Solution(object): def powerfulIntegers(self, x, y, bound): """ :type x: int :type y: int :type bound: int :rtype: List[int] """ # Find max exponent base = max(x, y) if x == 1 or y == 1 else min(x, y) # Complete this line if base != 1: while base ** exponent <= bound: exponent += 1 # Brute force all of the exponent trials hashset = set() for i in range(exponent): for j in range(exponent): z = x ** i + y ** j if z <= bound: hashset.add(z) return list(hashset)
|
The missing line is: exponent = 1
|
advanced
|
oop
|
fill_in_the_blank
|
Pythoncode:Python
| 1
| 1
| 670
| false
|
[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\nclass Solution(object):\n def powerfulIntegers(self, x, y, bound):\n \"\"\"\n :type x: int\n :type y: int\n :type bound: int\n :rtype: List[int]\n \"\"\"\n # Find max exponent\n base = max(x, y) if x == 1 or y == 1 else min(x, y)\n # Complete this line\n if base != 1:\n while base ** exponent <= bound:\n exponent += 1\n\n # Brute force all of the exponent trials\n hashset = set()\n for i in range(exponent):\n for j in range(exponent):\n z = x ** i + y ** j\n\n if z <= bound:\n hashset.add(z)\n\n return list(hashset)"}, {"role": "assistant", "content": "The missing line is:\n exponent = 1"}]
| false
| null | null | null |
5d987ab5c44436d3b47a96128fa67f2ac2b9fa8d
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: from django.conf.urls import url, include from project.api.rankings.api import AddRanking, AddScore, GetScoresUser, GetScoresGame urlpatterns = [ url(r'add_ranking$', AddRanking.as_view()), url(r'ad
|
Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Detected Errors: • Unterminated string literal at line 6 • Unclosed '[' at line 4 - expected ']' • Unclosed '(' at line 6 - expected ')' Fix: Complete the truncated code structure
|
intermediate
|
api
|
error_detection
|
Pythoncode:Python
| 0
| 0
| 207
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nfrom django.conf.urls import url, include\nfrom project.api.rankings.api import AddRanking, AddScore, GetScoresUser, GetScoresGame\n\nurlpatterns = [\n url(r'add_ranking$', AddRanking.as_view()),\n url(r'ad"}, {"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 6\n \u2022 Unclosed '[' at line 4 - expected ']'\n \u2022 Unclosed '(' at line 6 - expected ')'\n\n Fix: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
5d99e63583440bf3da1b852644d47a0c0ec5d4a3
|
TheStack--python--000.parquet
|
Fix this broken Pythoncode:Python code: # -*- coding: utf-8 -*- # This code is part of Qiskit. # # (C) Copyright IBM 2017, 2021. # # This code is licensed under the Apache License, Version 2.0. You may # obtain a copy of this license in the LICENSE.txt file in the root directory # of this source tree or at http://www.apache.org/licenses/LICENSE-2.0. # # Any modifications or derivative works of this code must retain this # copyright notice, and modified files need to carry a notice indicating # that they have been altered from the originals. Error: SyntaxError / EOF
|
Fixed Code: # -*- coding: utf-8 -*- # This code is part of Qiskit. # # (C) Copyright IBM 2017, 2021. # # This code is licensed under the Apache License, Version 2.0. You may # obtain a copy of this license in the LICENSE.txt file in the root directory # of this source tree or at http://www.apache.org/licenses/LICENSE-2.0. # # Any modifications or derivative works of this code must retain this # copyright notice, and modified files need to carry a notice indicating # that they have been altered from the originals. from qiskit_metal import draw, Dict from qiskit_metal.qlibrary.core import QComponent import numpy as np Explanation: Complete the truncated code structure
|
intermediate
|
api
|
error_fixing
|
Pythoncode:Python
| 0
| 0
| 508
| true
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\n# -*- coding: utf-8 -*-\n\n# This code is part of Qiskit.\n#\n# (C) Copyright IBM 2017, 2021.\n#\n# This code is licensed under the Apache License, Version 2.0. You may\n# obtain a copy of this license in the LICENSE.txt file in the root directory\n# of this source tree or at http://www.apache.org/licenses/LICENSE-2.0.\n#\n# Any modifications or derivative works of this code must retain this\n# copyright notice, and modified files need to carry a notice indicating\n# that they have been altered from the originals.\n\n\n Error: SyntaxError / EOF"}, {"role": "assistant", "content": " Fixed Code:\n\n\n# -*- coding: utf-8 -*-\n\n# This code is part of Qiskit.\n#\n# (C) Copyright IBM 2017, 2021.\n#\n# This code is licensed under the Apache License, Version 2.0. You may\n# obtain a copy of this license in the LICENSE.txt file in the root directory\n# of this source tree or at http://www.apache.org/licenses/LICENSE-2.0.\n#\n# Any modifications or derivative works of this code must retain this\n# copyright notice, and modified files need to carry a notice indicating\n# that they have been altered from the originals.\n\nfrom qiskit_metal import draw, Dict\nfrom qiskit_metal.qlibrary.core import QComponent\nimport numpy as np\n\n\n\n Explanation: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
5d9a08394431a2356f36800cd3badfa0bed3c07f
|
TheStack--python--000.parquet
|
Complete this Pythoncode:Python code: # Generated by the protocol buffer compiler. DO NOT EDIT! # source: protobufs/services/feature/actions/get_flags.proto from google.protobuf import descriptor as _descriptor from google.protobuf import message as _message from google.protobuf import reflection as _reflection
|
from google.protobuf import symbol_database as _symbol_database from google.protobuf import descriptor_pb2 # @@protoc_insertion_point(imports)
|
intermediate
|
database
|
code_completion
|
Pythoncode:Python
| 0
| 0
| 420
| true
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\n# Generated by the protocol buffer compiler. DO NOT EDIT!\n# source: protobufs/services/feature/actions/get_flags.proto\n\nfrom google.protobuf import descriptor as _descriptor\nfrom google.protobuf import message as _message\nfrom google.protobuf import reflection as _reflection"}, {"role": "assistant", "content": "\nfrom google.protobuf import symbol_database as _symbol_database\nfrom google.protobuf import descriptor_pb2\n# @@protoc_insertion_point(imports)"}]
| false
| null | null | null |
5d9a69d3f7389d018e9e0d4577b31c493762c8e2
|
TheStack--python--000.parquet
|
Repair the syntax errors in this Pythoncode:Python code: # ------------------------------ # Binary Tree Level Order Traversal # # Description: # Given a binary tree, return the level order traversal of its nodes' values. (ie, from # left to right, level by level). # # For example: # Given binary tree [3,9,20,null,null,15,7], # 3 # / \ # 9 20 # / \ # 15 7 # return its level order traversal as: # [ # [3], # [9,20], # [15,7] # ] # # Version: 2.0 # 11/11/19 by Jianfa # ------------------------------ # Definition for a binary tree node. # class TreeNode: # def __init__(self, x): # self.val = x # self.left = None # self.right = None class Solution: def levelOrder(self, root: TreeNode) -> List[List[int]: if not root: return [] # BFS res = [] queue = [root] while queue: temp = [] # values of this level of nodes children = [] # next level of nodes for node in queue: temp.append(node.val) if node.left: children.append(node.left) if node.right: children.append(node.right) res.append(temp[:]) # actually here can be res.append(temp), res will not change as temp changes queue = children[:] # here must be children[:] otherwise queue will change as children changes return res # Used for testing if __name__ == "__main__": test = Solution() # ------------------------------ # Summary: # Similar BFS solution but use a little more spaces. # On 102.py, using list.pop(0) actually takes O(n) time because it needs to remap the index # of values. Use collections.deque instead. # # O(N) time O(N) space
|
Syntax Analysis: Syntax Errors Found: • Unterminated string literal at line 5 • Unclosed '[' at line 34 - expected ']' • Block at line 4 has no indented body Fixes: • Add closing quote at line 5 • Add closing ']' bracket • Review code syntax
|
advanced
|
testing
|
syntax_repair
|
Pythoncode:Python
| 1
| 1
| 1,757
| false
|
[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\n# ------------------------------\n# Binary Tree Level Order Traversal\n# \n# Description:\n# Given a binary tree, return the level order traversal of its nodes' values. (ie, from \n# left to right, level by level).\n# \n# For example:\n# Given binary tree [3,9,20,null,null,15,7],\n# 3\n# / \\\n# 9 20\n# / \\\n# 15 7\n# return its level order traversal as:\n# [\n# [3],\n# [9,20],\n# [15,7]\n# ]\n# \n# Version: 2.0\n# 11/11/19 by Jianfa\n# ------------------------------\n\n# Definition for a binary tree node.\n# class TreeNode:\n# def __init__(self, x):\n# self.val = x\n# self.left = None\n# self.right = None\n\nclass Solution:\n def levelOrder(self, root: TreeNode) -> List[List[int]:\n if not root:\n return []\n \n # BFS\n res = []\n queue = [root]\n while queue:\n temp = [] # values of this level of nodes\n children = [] # next level of nodes\n for node in queue:\n temp.append(node.val)\n if node.left:\n children.append(node.left)\n if node.right:\n children.append(node.right)\n \n res.append(temp[:]) # actually here can be res.append(temp), res will not change as temp changes\n queue = children[:] # here must be children[:] otherwise queue will change as children changes\n \n return res\n\n# Used for testing\nif __name__ == \"__main__\":\n test = Solution()\n\n# ------------------------------\n# Summary:\n# Similar BFS solution but use a little more spaces.\n# On 102.py, using list.pop(0) actually takes O(n) time because it needs to remap the index\n# of values. Use collections.deque instead.\n# \n# O(N) time O(N) space"}, {"role": "assistant", "content": " Syntax Analysis:\n\n Syntax Errors Found:\n \u2022 Unterminated string literal at line 5\n \u2022 Unclosed '[' at line 34 - expected ']'\n \u2022 Block at line 4 has no indented body\n\n Fixes:\n \u2022 Add closing quote at line 5\n \u2022 Add closing ']' bracket\n \u2022 Review code syntax"}]
| true
|
syntax
|
MISSING_BRACKETS
|
MEDIUM
|
5d9cfb201fcd48e23406da7a37202a4d1d0051f3
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: import sys ... [1 more functi
|
Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Detected Errors: • Code truncated in middle of expression - unexpected EOF • Unclosed '[' at line 3 - expected ']' • Invalid syntax at line 3: ... [1 more functi Fix: Complete the truncated code structure
|
beginner
|
general
|
error_detection
|
Pythoncode:Python
| 0
| 0
| 37
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nimport sys\n\n ... [1 more functi"}, {"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 Unclosed '[' at line 3 - expected ']'\n \u2022 Invalid syntax at line 3: ... [1 more functi\n\n\n Fix: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
5d9e54e4e20b43e465756409507c8caedb39d5b5
|
TheStack--python--000.parquet
|
Explain this Pythoncode:Python code: from distutils.core import setup """ django-activity-stream instalation script """ setup( name = 'activity_stream', description = 'generic activity feed system for users', author = 'Philipp Wassibauer', author_email = 'phil@maptales.com', url='http://github.com/philippWassibauer/django-activity-stream', download_url='http://github.com/philippWassibauer/django-activity-stream/tarball/master', license='MIT', version = __import__('activity_stream').__version__, classifiers=[ 'Development Status :: 3 - Alpha', 'Environment :: Web Environment', 'Framework :: Django', 'Intended Audience :: Developers', 'License :: OSI Approved :: MIT License', 'Operating System :: OS Independent', 'Programming Language :: Python', 'Topic :: Software Development :: Libraries :: Python Modules', ], )
|
This code demonstrates Pythoncode:Python programming.
|
intermediate
|
api
|
code_explanation
|
Pythoncode:Python
| 0
| 0
| 895
| true
|
[{"role": "user", "content": "Explain this Pythoncode:Python code:\n\nfrom distutils.core import setup\n\n\"\"\" django-activity-stream instalation script \"\"\"\nsetup(\n name = 'activity_stream',\n description = 'generic activity feed system for users',\n author = 'Philipp Wassibauer',\n author_email = 'phil@maptales.com',\n url='http://github.com/philippWassibauer/django-activity-stream',\n download_url='http://github.com/philippWassibauer/django-activity-stream/tarball/master',\n license='MIT',\n version = __import__('activity_stream').__version__,\n classifiers=[\n 'Development Status :: 3 - Alpha',\n 'Environment :: Web Environment',\n 'Framework :: Django',\n 'Intended Audience :: Developers',\n 'License :: OSI Approved :: MIT License',\n 'Operating System :: OS Independent',\n 'Programming Language :: Python',\n 'Topic :: Software Development :: Libraries :: Python Modules',\n ],\n)"}, {"role": "assistant", "content": " This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
5d9ff4014ab10b4aacbc6a629a0aa9ded18d3d4a
|
TheStack--python--000.parquet
|
Find the logical error in this Pythoncode:Python code: from selenium import webdriver username = "henlix" password = "my_password" browser = webdriver.PhantomJS() browser.implicitly_wait(5) url_login = "https://nid.naver.com/nidlogin.login" browser.get(url_login) el = browser.find_element_by_id("id") el.clear() el.send_keys(username) el = browser.find_element_by_id("pw") el.clear() el.send_keys(password) form = browser.find_element_by_css_selector("input.btn_global[type=submit]") form.submit() url_shopping_list = "https://order.pay.naver.com/home?tabMenu=SHOPPING" browser.get(url_shopping_list) products = browser.find_elements_by_css_selector(".p_info span") for url_shopping_list in products: print("- ", product.text) # PYTHONIOENCODING=utf-8:surrogateescape python3 selenium.02.py
|
Logical Error Analysis: Error Type: VARIABLE_SHADOWING Issue: Variable "url_shopping_list" 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
|
api
|
logical_errors
|
Pythoncode:Python
| 0
| 0
| 752
| true
|
[{"role": "user", "content": "Find the logical error in this Pythoncode:Python code:\nfrom selenium import webdriver\n\nusername = \"henlix\"\npassword = \"my_password\"\n\nbrowser = webdriver.PhantomJS()\nbrowser.implicitly_wait(5)\n\nurl_login = \"https://nid.naver.com/nidlogin.login\"\nbrowser.get(url_login)\n\nel = browser.find_element_by_id(\"id\")\nel.clear()\nel.send_keys(username)\n\nel = browser.find_element_by_id(\"pw\")\nel.clear()\nel.send_keys(password)\n\nform = browser.find_element_by_css_selector(\"input.btn_global[type=submit]\")\nform.submit()\n\n\nurl_shopping_list = \"https://order.pay.naver.com/home?tabMenu=SHOPPING\"\nbrowser.get(url_shopping_list)\n\nproducts = browser.find_elements_by_css_selector(\".p_info span\")\n\nfor url_shopping_list in products:\n print(\"- \", product.text)\n\n# PYTHONIOENCODING=utf-8:surrogateescape python3 selenium.02.py"}, {"role": "assistant", "content": " Logical Error Analysis:\n\n Error Type: VARIABLE_SHADOWING\n Issue: Variable \"url_shopping_list\" 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
|
5da0ff4d3e7dbb3fe7c21095720798fb7df7ef6b
|
TheStack--python--000.parquet
|
Complete this Pythoncode:Python code: from matplotlib import pyplot as plt drinks = ["cappuccino", "latte", "chai", "americano", "mocha", "espresso"] ounces_of_milk = [6, 9, 4, 0, 9, 0] error = [0.6, 0.9, 0.4, 0, 0.9, 0]
|
#Yerr -> element at i position represents +/- error[i] variance on bar[i] value plt.bar( range(len(drinks)),ounces_of_milk, yerr=error, capsize=15) plt.show()
|
intermediate
|
machine_learning
|
code_completion
|
Pythoncode:Python
| 0
| 0
| 343
| true
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\nfrom matplotlib import pyplot as plt\n\ndrinks = [\"cappuccino\", \"latte\", \"chai\", \"americano\", \"mocha\", \"espresso\"]\nounces_of_milk = [6, 9, 4, 0, 9, 0]\nerror = [0.6, 0.9, 0.4, 0, 0.9, 0]"}, {"role": "assistant", "content": "\n\n#Yerr -> element at i position represents +/- error[i] variance on bar[i] value\nplt.bar( range(len(drinks)),ounces_of_milk, yerr=error, capsize=15)\nplt.show()"}]
| false
| null | null | null |
5da246d54547ba7b297b610234129f3853586daf
|
TheStack--python--000.parquet
|
Explain this Pythoncode:Python code: import demistomock as demisto from CommonServerPython import * def set_argus_settings( api_key: str, base_url: str = None, proxies: dict = None, verify: bool = None ): argus_session.api_key = api_key argus_session.base_url = base_url argus_session.proxies = proxies argus_session.verify = verify def argus_priority_to_demisto_severity(priority: str) -> int: mapping = {"low": 1, "medium": 2, "high": 3, "critical": 4} return mapping.get(priority, 0) def argus_status_to_demisto_status(status: str) -> int: mapping = { "pendingCustomer": 0, "pendingSoc": 0, "pendingVendor": 0, "pendingClose": 0, "workingSoc": 1, "workingCustomer": 1, "closed": 2, } return mapping.get(status, 0) def build_argus_priority_from_min_severity(min_severity: str) -> List[str]: severities = ["low", "medium", "high", "critical"] min_severity_list = [] for severity in severities: if argus_priority_to_demisto_severity( min_severity.lower() ) <= argus_priority_to_demisto_severity(severity): min_severity_list.append(severity) return min_severity_list def parse_first_fetch(first_fetch: Any) -> Any: if isinstance(first_fetch, str): if first_fetch[0] != "-": first_fetch = f"-{first_fetch}" return first_fetch def build_tags_from_list(lst: list) -> List[Dict]: if not lst: return [] if len(lst) % 2 != 0: return [] tags = [] for i in range(0, len(lst), 2): tags.append({"key": lst[i], "value": lst[i + 1]}) return tags def str_to_dict(string: str) -> dict: if not string: return {} lst = argToList(string) if len(lst) % 2 != 0: return {} return {lst[i]: lst[i + 1] for i in range(0, len(lst), 2)} def date_time_to_epoch_milliseconds(date_time: Union[datetime, str] = None) -> int: if isinstance(date_time, datetime): return int(date_time.timestamp() * 1000) if isinstance(date_time, str): return date_time_to_epoch_milliseconds(dateparser.parse(date_time)) return int(datetime.now().timestamp() * 1000) def pretty_print_date(date_time: Union[datetime, str] = None) -> str: if isinstance(date_time, datetime): return date_time.strftime(PRETTY_DATE_FORMAT) if isinstance(date_time, str): return pretty_print_date(dateparser.parse(date_time)) return datetime.now().strftime(PRETTY_DATE_FORMAT) ... [35 more functiondefs truncated] ...
|
Functions: set_argus_settings, argus_priority_to_demisto_severity, argus_status_to_demisto_status, build_argus_priority_from_min_severity, parse_first_fetch This code demonstrates Pythoncode:Python programming.
|
advanced
|
api
|
code_explanation
|
Pythoncode:Python
| 9
| 0
| 2,547
| true
|
[{"role": "user", "content": "Explain this Pythoncode:Python code:\nimport demistomock as demisto\nfrom CommonServerPython import *\n\ndef set_argus_settings(\n api_key: str, base_url: str = None, proxies: dict = None, verify: bool = None\n):\n argus_session.api_key = api_key\n argus_session.base_url = base_url\n argus_session.proxies = proxies\n argus_session.verify = verify\n\n\ndef argus_priority_to_demisto_severity(priority: str) -> int:\n mapping = {\"low\": 1, \"medium\": 2, \"high\": 3, \"critical\": 4}\n return mapping.get(priority, 0)\n\n\ndef argus_status_to_demisto_status(status: str) -> int:\n mapping = {\n \"pendingCustomer\": 0,\n \"pendingSoc\": 0,\n \"pendingVendor\": 0,\n \"pendingClose\": 0,\n \"workingSoc\": 1,\n \"workingCustomer\": 1,\n \"closed\": 2,\n }\n return mapping.get(status, 0)\n\n\ndef build_argus_priority_from_min_severity(min_severity: str) -> List[str]:\n severities = [\"low\", \"medium\", \"high\", \"critical\"]\n min_severity_list = []\n for severity in severities:\n if argus_priority_to_demisto_severity(\n min_severity.lower()\n ) <= argus_priority_to_demisto_severity(severity):\n min_severity_list.append(severity)\n return min_severity_list\n\n\ndef parse_first_fetch(first_fetch: Any) -> Any:\n if isinstance(first_fetch, str):\n if first_fetch[0] != \"-\":\n first_fetch = f\"-{first_fetch}\"\n return first_fetch\n\n\ndef build_tags_from_list(lst: list) -> List[Dict]:\n if not lst:\n return []\n if len(lst) % 2 != 0:\n return []\n tags = []\n for i in range(0, len(lst), 2):\n tags.append({\"key\": lst[i], \"value\": lst[i + 1]})\n return tags\n\n\ndef str_to_dict(string: str) -> dict:\n if not string:\n return {}\n lst = argToList(string)\n if len(lst) % 2 != 0:\n return {}\n return {lst[i]: lst[i + 1] for i in range(0, len(lst), 2)}\n\n\ndef date_time_to_epoch_milliseconds(date_time: Union[datetime, str] = None) -> int:\n if isinstance(date_time, datetime):\n return int(date_time.timestamp() * 1000)\n if isinstance(date_time, str):\n return date_time_to_epoch_milliseconds(dateparser.parse(date_time))\n return int(datetime.now().timestamp() * 1000)\n\n\ndef pretty_print_date(date_time: Union[datetime, str] = None) -> str:\n if isinstance(date_time, datetime):\n return date_time.strftime(PRETTY_DATE_FORMAT)\n if isinstance(date_time, str):\n return pretty_print_date(dateparser.parse(date_time))\n return datetime.now().strftime(PRETTY_DATE_FORMAT)\n\n\n\n ... [35 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Functions: set_argus_settings, argus_priority_to_demisto_severity, argus_status_to_demisto_status, build_argus_priority_from_min_severity, parse_first_fetch\n This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
5da2dcdc36e76038fe4e53bad3d9602bb03e2dea
|
TheStack--python--000.parquet
|
Suggest refactoring for this Pythoncode:Python code: #!/usr/bin/env python3 import sys, os import unittest from lib.common import * filename = "inputs/2020_12_03_input.txt" class day03: def __init__(self): pass class day03part1(day03): def solve(self, args): pass class day03part2(day03): def solve(self, args): pass class examples(unittest.TestCase): def test_examples_part1(self): day3 = day03part1() # self.assetTrue() def test_examples_part2(self): day3 = day03part2() # self.assetTrue() class solutions(unittest.TestCase): def test_part1(self): day3 = day03part1() def test_part2(self): day3 = day03part2()
|
Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
|
advanced
|
testing
|
refactoring
|
Pythoncode:Python
| 7
| 5
| 672
| true
|
[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\n#!/usr/bin/env python3\n\nimport sys, os\nimport unittest\nfrom lib.common import *\n\nfilename = \"inputs/2020_12_03_input.txt\"\nclass day03:\n def __init__(self):\n pass\n\n\nclass day03part1(day03):\n def solve(self, args):\n pass\n\n\nclass day03part2(day03):\n def solve(self, args):\n pass\n\n\nclass examples(unittest.TestCase):\n def test_examples_part1(self):\n day3 = day03part1()\n # self.assetTrue()\n\n def test_examples_part2(self):\n day3 = day03part2()\n # self.assetTrue()\n\n\nclass solutions(unittest.TestCase):\n def test_part1(self):\n day3 = day03part1()\n\n def test_part2(self):\n day3 = day03part2()"}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
5da38d402c0b885654d90358b5f682eddb296488
|
TheStack--python--000.parquet
|
Explain this Pythoncode:Python code: # Tool Imports from bph.tools.windows.capturebat import BphCaptureBat as CaptureBat # Core Imports from bph.core.server.template import BphTemplateServer as TemplateServer from bph.core.sample import BphSample as Sample from bph.core.sample import BphLabFile as LabFile from bph.core.session import BphSession as Session session = Session(project_name='blackhat_arsenal_2019') session.start() templateserver = TemplateServer() templateserver.start() capturebat = CaptureBat() capturebat.cleanup() capturebat.execute() capturebat.start() capturebat.execute(delay=15) capturebat.stop() capturebat.execute() capturebat.collect() capturebat.execute() capturebat.files()
|
This code demonstrates Pythoncode:Python programming.
|
intermediate
|
general
|
code_explanation
|
Pythoncode:Python
| 0
| 0
| 699
| true
|
[{"role": "user", "content": "Explain this Pythoncode:Python code:\n# Tool Imports\r\nfrom bph.tools.windows.capturebat import BphCaptureBat as CaptureBat\r\n\r\n# Core Imports\r\nfrom bph.core.server.template import BphTemplateServer as TemplateServer\r\nfrom bph.core.sample import BphSample as Sample\r\nfrom bph.core.sample import BphLabFile as LabFile\r\nfrom bph.core.session import BphSession as Session\r\n\r\nsession = Session(project_name='blackhat_arsenal_2019')\r\nsession.start()\r\n\r\ntemplateserver = TemplateServer()\r\ntemplateserver.start()\r\n\r\ncapturebat = CaptureBat()\r\ncapturebat.cleanup()\r\ncapturebat.execute()\r\n\r\ncapturebat.start()\r\ncapturebat.execute(delay=15)\r\n\r\ncapturebat.stop()\r\ncapturebat.execute()\r\n\r\ncapturebat.collect()\r\ncapturebat.execute()\r\ncapturebat.files()"}, {"role": "assistant", "content": " This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
5da38e943cdd95f554ae0517d32417a9a5d31b05
|
TheStack--python--000.parquet
|
Repair the syntax errors in this Pythoncode:Python code: import unittest import numpy as np from numpy.testing import assert_almost_equal from dymos.utils.hermite import hermite_matrices class TestHermiteMatrices(unittest.TestCase): def test_quadratic(self): # Interpolate with values and rates provided at [-1, 1] in tau space tau_given = [-1.0, 1.0] tau_eval = np.linspace(-1, 1, 100) # In time space use the boundaries [-2, 2] dt_dtau = 4.0 / 2.0 # Provide values for y = t**2 and its time-derivative y_given = [4.0, 4.0] ydot_given = [-4.0, 4.0] # Get the hermite matrices. Ai, Bi, Ad, Bd = hermite_matrices(tau_given, tau_eval) # Interpolate y and ydot at tau_eval points in tau space. y_i = np.dot(Ai, y_given) + dt_dtau * np.dot(Bi, ydot_given) ydot_i = (1.0 / dt_dtau) * np.dot(Ad, y_given) + np.dot(Bd, ydot_given) # Compute our function as a point of comparison. y_computed = (tau_eval * dt_dtau)**2 ydot_computed = 2.0 * (tau_eval * dt_dtau) # Check results assert_almost_equal(y_i, y_computed) assert_almost_equal(ydot_i, ydot_computed) def test_cubic(self): # Interpolate with values and rates provided at [-1, 1] in tau space tau_given = [-1.0, 0.0, 1.0] tau_eval = np.linspace(-1, 1, 101) # In time space use the boundaries [-2, 2] dt_dtau = 4.0 / 2.0 # Provide values for y = t**2 and its time-derivative y_given = [-8.0, 0.0, 8.0] ydot_given = [12.0, 0.0, 12.0] # Get the hermite matrices. Ai, Bi, Ad, Bd = hermite_matrices(tau_given, tau_eval) # Interpolate y and ydot at tau_eval points in tau space. y_i = np.dot(Ai, y_given) + dt_dtau * np.dot(Bi, ydot_given) ydot_i = (1.0 / dt_dtau) * np.dot(Ad, y_given) + np.dot(Bd, ydot_given) # Compute our function as a point of comparison. y_computed = (tau_eval * dt_dtau)**3 ydot_computed = 3.0 * (tau_eval * dt_dtau)**2 # Check results assert_almost_equal(y_i, y_computed assert_almost_equal(ydot_i, ydot_computed) if __name__ == '__main__': # pragma: no cover unittest.main()
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Syntax Analysis: Syntax Errors Found: • Unclosed '(' at line 64 - expected ')' • Block at line 9 has no indented body • Block at line 11 has no indented body Fixes: • Add closing ')' bracket • Review code syntax
|
advanced
|
testing
|
syntax_repair
|
Pythoncode:Python
| 2
| 1
| 2,224
| true
|
[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\nimport unittest\n\nimport numpy as np\nfrom numpy.testing import assert_almost_equal\n\nfrom dymos.utils.hermite import hermite_matrices\n\n\nclass TestHermiteMatrices(unittest.TestCase):\n\n def test_quadratic(self):\n\n # Interpolate with values and rates provided at [-1, 1] in tau space\n tau_given = [-1.0, 1.0]\n tau_eval = np.linspace(-1, 1, 100)\n\n # In time space use the boundaries [-2, 2]\n dt_dtau = 4.0 / 2.0\n\n # Provide values for y = t**2 and its time-derivative\n y_given = [4.0, 4.0]\n ydot_given = [-4.0, 4.0]\n\n # Get the hermite matrices.\n Ai, Bi, Ad, Bd = hermite_matrices(tau_given, tau_eval)\n\n # Interpolate y and ydot at tau_eval points in tau space.\n y_i = np.dot(Ai, y_given) + dt_dtau * np.dot(Bi, ydot_given)\n ydot_i = (1.0 / dt_dtau) * np.dot(Ad, y_given) + np.dot(Bd, ydot_given)\n\n # Compute our function as a point of comparison.\n y_computed = (tau_eval * dt_dtau)**2\n ydot_computed = 2.0 * (tau_eval * dt_dtau)\n\n # Check results\n assert_almost_equal(y_i, y_computed)\n assert_almost_equal(ydot_i, ydot_computed)\n\n def test_cubic(self):\n\n # Interpolate with values and rates provided at [-1, 1] in tau space\n tau_given = [-1.0, 0.0, 1.0]\n tau_eval = np.linspace(-1, 1, 101)\n\n # In time space use the boundaries [-2, 2]\n dt_dtau = 4.0 / 2.0\n\n # Provide values for y = t**2 and its time-derivative\n y_given = [-8.0, 0.0, 8.0]\n ydot_given = [12.0, 0.0, 12.0]\n\n # Get the hermite matrices.\n Ai, Bi, Ad, Bd = hermite_matrices(tau_given, tau_eval)\n\n # Interpolate y and ydot at tau_eval points in tau space.\n y_i = np.dot(Ai, y_given) + dt_dtau * np.dot(Bi, ydot_given)\n ydot_i = (1.0 / dt_dtau) * np.dot(Ad, y_given) + np.dot(Bd, ydot_given)\n\n # Compute our function as a point of comparison.\n y_computed = (tau_eval * dt_dtau)**3\n ydot_computed = 3.0 * (tau_eval * dt_dtau)**2\n\n # Check results\n assert_almost_equal(y_i, y_computed\n assert_almost_equal(ydot_i, ydot_computed)\n\n\nif __name__ == '__main__': # pragma: no cover\n unittest.main()"}, {"role": "assistant", "content": " Syntax Analysis:\n\n Syntax Errors Found:\n \u2022 Unclosed '(' at line 64 - expected ')'\n \u2022 Block at line 9 has no indented body\n \u2022 Block at line 11 has no indented body\n\n Fixes:\n \u2022 Add closing ')' bracket\n \u2022 Review code syntax"}]
| true
|
syntax
|
MISSING_BRACKETS
|
MEDIUM
|
5da47e4e4410b3e8309f308ed349c9a9599c9032
|
TheStack--python--000.parquet
|
Fill in the in this Pythoncode:Python code: # -*- coding: utf-8 -*- """Application configuration.""" from __future__ import absolute_import, division, print_function, unicode_literals import os from . import __author__, __name__, __version__ class Config(object): """Base configuration.""" SERVER_NAME = os.environ.get('SERVER_NAME', None) PREFERRED_URL_SCHEME = os.environ.get('PREFERRED_URL_SCHEME', 'http') APP_NAME = __name__ APP_VERSION = __version__ APP_AUTHOR = __author__ JSON_AS_ASCII = False SECRET_KEY = os.environ.get('XL_AUTH_SECRET', 'secret-key') # TODO: Change me APP_DIR = os.path.abspath(os.path.dirname(__file__)) # This directory. PROJECT_ROOT = os.path.abspath(os.path.join(APP_DIR, os.pardir)) BCRYPT_LOG_ROUNDS = 13 DEBUG_TB_ENABLED = False # Disable Debug toolbar. DEBUG_TB_INTERCEPT_REDIRECTS = False CACHE_TYPE = 'simple' # Can be "memcached", "redis", etc. SQLALCHEMY_TRACK_MODIFICATIONS = False WEBPACK_MANIFEST_PATH = 'webpack/manifest.json' BABEL_DEFAULT_LOCALE = os.environ.get('BABEL_DEFAULT_LOCALE', 'sv') BABEL_DEFAULT_TIMEZONE = 'utc' EMAIL_DEFAULT_FROM = os.environ.get('EMAIL_DEFAULT_FROM', 'noreply@kb.se') EMAIL_HOST = os.environ.get('EMAIL_HOST', 'smtp.kb.se') EMAIL_PORT = int(os.environ.get('EMAIL_PORT', '25')) EMAIL_TIMEOUT = int(os.environ.get('EMAIL_TIMEOUT', '5')) OAUTH2_PROVIDER_TOKEN_EXPIRES_IN = 36000 XL_AUTH_MAX_ACTIVE_PASSWORD_RESETS = 2 XL_AUTH_FAILED_LOGIN_TIMEFRAME = 60 * 60 # Complete this line class ProdConfig(Config): """Production configuration.""" ENV = 'prod' DEBUG = False SQLALCHEMY_DATABASE_URI = os.environ.get('SQLALCHEMY_DATABASE_URI', 'postgresql://localhost/example') DEBUG_TB_ENABLED = False # Disable Debug toolbar. class DevConfig(Config): """Development configuration.""" ENV = 'dev' DEBUG = True DB_NAME = 'dev.db' # Put the db file in project root DB_PATH = os.path.join(Config.PROJECT_ROOT, DB_NAME) SQLALCHEMY_DATABASE_URI = 'sqlite:///{0}'.format(DB_PATH) DEBUG_TB_ENABLED = True CACHE_TYPE = 'simple' # Can be "memcached", "redis", etc. class TestConfig(Config): """Test configuration.""" TESTING = True DEBUG = True SQLALCHEMY_DATABASE_URI = 'sqlite://' # For faster tests; needs at least 4 to avoid "ValueError: Invalid rounds". BCRYPT_LOG_ROUNDS = 4 WTF_CSRF_ENABLED = False # Allows form testing. EMAIL_BACKEND = 'flask_emails.backends.DummyBackend'
|
The missing line is: XL_AUTH_FAILED_LOGIN_MAX_ATTEMPTS = 7
|
advanced
|
testing
|
fill_in_the_blank
|
Pythoncode:Python
| 0
| 4
| 2,569
| true
|
[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\n# -*- coding: utf-8 -*-\n\"\"\"Application configuration.\"\"\"\n\nfrom __future__ import absolute_import, division, print_function, unicode_literals\n\nimport os\n\nfrom . import __author__, __name__, __version__\n\n\nclass Config(object):\n \"\"\"Base configuration.\"\"\"\n\n SERVER_NAME = os.environ.get('SERVER_NAME', None)\n PREFERRED_URL_SCHEME = os.environ.get('PREFERRED_URL_SCHEME', 'http')\n APP_NAME = __name__\n APP_VERSION = __version__\n APP_AUTHOR = __author__\n JSON_AS_ASCII = False\n SECRET_KEY = os.environ.get('XL_AUTH_SECRET', 'secret-key') # TODO: Change me\n APP_DIR = os.path.abspath(os.path.dirname(__file__)) # This directory.\n PROJECT_ROOT = os.path.abspath(os.path.join(APP_DIR, os.pardir))\n BCRYPT_LOG_ROUNDS = 13\n DEBUG_TB_ENABLED = False # Disable Debug toolbar.\n DEBUG_TB_INTERCEPT_REDIRECTS = False\n CACHE_TYPE = 'simple' # Can be \"memcached\", \"redis\", etc.\n SQLALCHEMY_TRACK_MODIFICATIONS = False\n WEBPACK_MANIFEST_PATH = 'webpack/manifest.json'\n BABEL_DEFAULT_LOCALE = os.environ.get('BABEL_DEFAULT_LOCALE', 'sv')\n BABEL_DEFAULT_TIMEZONE = 'utc'\n EMAIL_DEFAULT_FROM = os.environ.get('EMAIL_DEFAULT_FROM', 'noreply@kb.se')\n EMAIL_HOST = os.environ.get('EMAIL_HOST', 'smtp.kb.se')\n EMAIL_PORT = int(os.environ.get('EMAIL_PORT', '25'))\n EMAIL_TIMEOUT = int(os.environ.get('EMAIL_TIMEOUT', '5'))\n OAUTH2_PROVIDER_TOKEN_EXPIRES_IN = 36000\n XL_AUTH_MAX_ACTIVE_PASSWORD_RESETS = 2\n XL_AUTH_FAILED_LOGIN_TIMEFRAME = 60 * 60\n # Complete this line\n\n\nclass ProdConfig(Config):\n \"\"\"Production configuration.\"\"\"\n\n ENV = 'prod'\n DEBUG = False\n SQLALCHEMY_DATABASE_URI = os.environ.get('SQLALCHEMY_DATABASE_URI',\n 'postgresql://localhost/example')\n DEBUG_TB_ENABLED = False # Disable Debug toolbar.\n\n\nclass DevConfig(Config):\n \"\"\"Development configuration.\"\"\"\n\n ENV = 'dev'\n DEBUG = True\n DB_NAME = 'dev.db'\n # Put the db file in project root\n DB_PATH = os.path.join(Config.PROJECT_ROOT, DB_NAME)\n SQLALCHEMY_DATABASE_URI = 'sqlite:///{0}'.format(DB_PATH)\n DEBUG_TB_ENABLED = True\n CACHE_TYPE = 'simple' # Can be \"memcached\", \"redis\", etc.\n\n\nclass TestConfig(Config):\n \"\"\"Test configuration.\"\"\"\n\n TESTING = True\n DEBUG = True\n SQLALCHEMY_DATABASE_URI = 'sqlite://'\n # For faster tests; needs at least 4 to avoid \"ValueError: Invalid rounds\".\n BCRYPT_LOG_ROUNDS = 4\n WTF_CSRF_ENABLED = False # Allows form testing.\n EMAIL_BACKEND = 'flask_emails.backends.DummyBackend'"}, {"role": "assistant", "content": "The missing line is:\n XL_AUTH_FAILED_LOGIN_MAX_ATTEMPTS = 7"}]
| false
| null | null | null |
5da53bca28edc1a3193db977a15e4f5897d0d909
|
TheStack--python--000.parquet
|
Fix this broken Pythoncode:Python code: class MrpAuthFunctionalTest(AioHTTPTestCase): def setUp(self): AioHTTPTestCase.setUp(self) self.service = MrpService( CLIENT_IDENTIFIER, self.fake_atv.get_port(Protocol.MRP) ) self.conf = AppleTV("127.0.0.1", "Apple TV") self.conf.add_service(self.service) Error: SyntaxError: unterminated string literal
|
Fixed Code: class MrpAuthFunctionalTest(AioHTTPTestCase): def setUp(self): AioHTTPTestCase.setUp(self) self.service = MrpService( CLIENT_IDENTIFIER, self.fake_atv.get_port(Protocol.MRP) ) self.conf = AppleTV("127.0.0.1", "Apple TV") self.conf.add_service(self.service) async def tearDownAsync(self): if inspect.iscoroutinefunction(self.handle.close): await self.handle.close() else: Explanation: Close the string literal with matching quote
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advanced
|
testing
|
error_fixing
|
Pythoncode:Python
| 1
| 1
| 313
| false
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\nclass MrpAuthFunctionalTest(AioHTTPTestCase):\n def setUp(self):\n AioHTTPTestCase.setUp(self)\n\n self.service = MrpService(\n CLIENT_IDENTIFIER, self.fake_atv.get_port(Protocol.MRP)\n )\n self.conf = AppleTV(\"127.0.0.1\", \"Apple TV\")\n self.conf.add_service(self.service)\n\n Error: SyntaxError: unterminated string literal"}, {"role": "assistant", "content": " Fixed Code:\n\n\nclass MrpAuthFunctionalTest(AioHTTPTestCase):\n def setUp(self):\n AioHTTPTestCase.setUp(self)\n\n self.service = MrpService(\n CLIENT_IDENTIFIER, self.fake_atv.get_port(Protocol.MRP)\n )\n self.conf = AppleTV(\"127.0.0.1\", \"Apple TV\")\n self.conf.add_service(self.service)\n\n async def tearDownAsync(self):\n if inspect.iscoroutinefunction(self.handle.close):\n await self.handle.close()\n else:\n\n Explanation: Close the string literal with matching quote"}]
| true
|
syntax
|
MID_STRING
|
CRITICAL
|
5da5c1523876b5ad6f15a38ad4bcfea7774fd3c9
|
TheStack--python--000.parquet
|
Complete this incomplete Pythoncode:Python code: # -*- coding: utf-8 -*- from django.db import models class KeyConstructorUserProperty(models.Model): name = models.Cha ... code continues ...
|
Completion: Missing: Code truncated abruptly - unexpected end of file To complete: • Complete the truncated code structure Example continuation: class Meta: app_label = 'tests_app'
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intermediate
|
testing
|
incomplete_code
|
Pythoncode:Python
| 0
| 4
| 124
| true
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\n# -*- coding: utf-8 -*-\nfrom django.db import models\n\n\nclass KeyConstructorUserProperty(models.Model):\n name = models.Cha\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 class Meta:\n app_label = 'tests_app'"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
5da69a858193b1623616f277374a6ced50dc8b34
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: # ****************************************************************************** # Copyright 2018 Intel Corporation # # 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 __future__ import absolute_import from __future__ import division from __future__ import print_function from __future__ import unicode_literals import numpy as np import numbers from typing import Union class NumericLimits(object): """Class providing interface to extract numerical limits for given data type.""" @staticmethod def _get_number_limits_class(dtype): # type: (np.dtype) -> Union[IntegralLimits, FloatingPointLimits] """Return specialized class instance with limits set for given data type. :param dtype: The data type we want to check limits for. :return: The specialized class instance providing numeric limits. """ data_type = dtype.type
|
Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Detected Errors: • Code truncated in middle of expression - unexpected EOF • Unterminated string literal at line 33 Fix: Complete the truncated code structure
|
advanced
|
api
|
error_detection
|
Pythoncode:Python
| 4
| 1
| 1,466
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\n# ******************************************************************************\n# Copyright 2018 Intel Corporation\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 __future__ import absolute_import\nfrom __future__ import division\nfrom __future__ import print_function\nfrom __future__ import unicode_literals\n\n\nimport numpy as np\nimport numbers\nfrom typing import Union\n\n\nclass NumericLimits(object):\n \"\"\"Class providing interface to extract numerical limits for given data type.\"\"\"\n\n @staticmethod\n def _get_number_limits_class(dtype):\n # type: (np.dtype) -> Union[IntegralLimits, FloatingPointLimits]\n \"\"\"Return specialized class instance with limits set for given data type.\n\n :param dtype: The data type we want to check limits for.\n :return: The specialized class instance providing numeric limits.\n \"\"\"\n data_type = dtype.type"}, {"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 33\n\n Fix: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
5da7c35c6f555424a35c54ce0dd94e20ac56d5b8
|
TheStack--python--000.parquet
|
Fix this broken Pythoncode:Python code: import numpy as np # The first two functions are modified from MNE surface project. LIcense follows # This software is OSI Certified Open Source Software. OSI Certified is a certification mark of the Open Source Initiative. # # Copyright (c) 2011-2019, authors of MNE-Python. All rights reserved. # # Redistribution and use in source and binary forms, with or without modification, are permitted provided that the following conditions are met: # # Redistributions of source code must retain the above copyright notice, this list of conditions and the following disclaimer. # Redistributions in binary form must reproduce the above copyright notice, this list of conditions and the following disclaimer in the documentation and/or other materials provided with the distribution. # Neither the names of MNE-Python authors nor the names of any contributors may be used to endorse or promote products derived from this software without specific prior written permission. # # This software is provided by the copyright holders and contributors "as is" and any express or implied warranties, including, but not limited to, the implied warranties of merchantability and fitness for a particular purpose are disclaimed. In no event shall the copyright owner or contributors be liable for any direct, indirect, incidental, special, exemplary, or consequential damages (including, but not limited to, procurement of substitute goods or services; loss of use, data, or profits; or business interruption) however caused and on any theory of liability, whether in contract, strict liability, or tort (including negligence or otherwise) arising in any way out of the use of this software, even if advised of the possibility of such damage. def triangle_neighbors(tris, npts): """Efficiently compute vertex neighboring triangles. Returns the triangles in the 1-ring of a given vertex """ # this code replaces the following, but is faster (vectorized): # # this['neighbor_tri'] = [list() for _ in xrange(this['np'])] # for p in xrange(this['ntri']): # verts = this['tris'][p] # Error: SyntaxError: unterminated string literal
|
Fixed Code: import numpy as np # The first two functions are modified from MNE surface project. LIcense follows # This software is OSI Certified Open Source Software. OSI Certified is a certification mark of the Open Source Initiative. # # Copyright (c) 2011-2019, authors of MNE-Python. All rights reserved. # # Redistribution and use in source and binary forms, with or without modification, are permitted provided that the following conditions are met: # # Redistributions of source code must retain the above copyright notice, this list of conditions and the following disclaimer. # Redistributions in binary form must reproduce the above copyright notice, this list of conditions and the following disclaimer in the documentation and/or other materials provided with the distribution. # Neither the names of MNE-Python authors nor the names of any contributors may be used to endorse or promote products derived from this software without specific prior written permission. # # This software is provided by the copyright holders and contributors "as is" and any express or implied warranties, including, but not limited to, the implied warranties of merchantability and fitness for a particular purpose are disclaimed. In no event shall the copyright owner or contributors be liable for any direct, indirect, incidental, special, exemplary, or consequential damages (including, but not limited to, procurement of substitute goods or services; loss of use, data, or profits; or business interruption) however caused and on any theory of liability, whether in contract, strict liability, or tort (including negligence or otherwise) arising in any way out of the use of this software, even if advised of the possibility of such damage. def triangle_neighbors(tris, npts): """Efficiently compute vertex neighboring triangles. Returns the triangles in the 1-ring of a given vertex """ # this code replaces the following, but is faster (vectorized): Explanation: Close the string literal with matching quote
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intermediate
|
database
|
error_fixing
|
Pythoncode:Python
| 1
| 0
| 2,121
| true
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\nimport numpy as np\n\n# The first two functions are modified from MNE surface project. LIcense follows\n# This software is OSI Certified Open Source Software. OSI Certified is a certification mark of the Open Source Initiative.\n# \n# Copyright (c) 2011-2019, authors of MNE-Python. All rights reserved.\n# \n# Redistribution and use in source and binary forms, with or without modification, are permitted provided that the following conditions are met:\n# \n# Redistributions of source code must retain the above copyright notice, this list of conditions and the following disclaimer.\n# Redistributions in binary form must reproduce the above copyright notice, this list of conditions and the following disclaimer in the documentation and/or other materials provided with the distribution.\n# Neither the names of MNE-Python authors nor the names of any contributors may be used to endorse or promote products derived from this software without specific prior written permission.\n#\n# This software is provided by the copyright holders and contributors \"as is\" and any express or implied warranties, including, but not limited to, the implied warranties of merchantability and fitness for a particular purpose are disclaimed. In no event shall the copyright owner or contributors be liable for any direct, indirect, incidental, special, exemplary, or consequential damages (including, but not limited to, procurement of substitute goods or services; loss of use, data, or profits; or business interruption) however caused and on any theory of liability, whether in contract, strict liability, or tort (including negligence or otherwise) arising in any way out of the use of this software, even if advised of the possibility of such damage.\n\ndef triangle_neighbors(tris, npts):\n \"\"\"Efficiently compute vertex neighboring triangles.\n Returns the triangles in the 1-ring of a given vertex\n \"\"\"\n # this code replaces the following, but is faster (vectorized):\n #\n # this['neighbor_tri'] = [list() for _ in xrange(this['np'])]\n # for p in xrange(this['ntri']):\n # verts = this['tris'][p]\n # \n\n Error: SyntaxError: unterminated string literal"}, {"role": "assistant", "content": " Fixed Code:\n\n\nimport numpy as np\n\n# The first two functions are modified from MNE surface project. LIcense follows\n# This software is OSI Certified Open Source Software. OSI Certified is a certification mark of the Open Source Initiative.\n# \n# Copyright (c) 2011-2019, authors of MNE-Python. All rights reserved.\n# \n# Redistribution and use in source and binary forms, with or without modification, are permitted provided that the following conditions are met:\n# \n# Redistributions of source code must retain the above copyright notice, this list of conditions and the following disclaimer.\n# Redistributions in binary form must reproduce the above copyright notice, this list of conditions and the following disclaimer in the documentation and/or other materials provided with the distribution.\n# Neither the names of MNE-Python authors nor the names of any contributors may be used to endorse or promote products derived from this software without specific prior written permission.\n#\n# This software is provided by the copyright holders and contributors \"as is\" and any express or implied warranties, including, but not limited to, the implied warranties of merchantability and fitness for a particular purpose are disclaimed. In no event shall the copyright owner or contributors be liable for any direct, indirect, incidental, special, exemplary, or consequential damages (including, but not limited to, procurement of substitute goods or services; loss of use, data, or profits; or business interruption) however caused and on any theory of liability, whether in contract, strict liability, or tort (including negligence or otherwise) arising in any way out of the use of this software, even if advised of the possibility of such damage.\n\ndef triangle_neighbors(tris, npts):\n \"\"\"Efficiently compute vertex neighboring triangles.\n Returns the triangles in the 1-ring of a given vertex\n \"\"\"\n # this code replaces the following, but is faster (vectorized):\n\n Explanation: Close the string literal with matching quote"}]
| true
|
syntax
|
MID_STRING
|
CRITICAL
|
5da817172273224f419b42630ca0117dc06b1363
|
TheStack--python--000.parquet
|
Review this Pythoncode:Python code: # Copyright 2020 Konstruktor, Inc. All Rights Reserved. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, software # distributed under the License is distributed on an "AS IS" BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. import gc import platform import time from unittest import mock from unittest.mock import patch, call from pytest import fixture from tethys.core.pipes.pipe_zero import ZeroPipe from tethys.core.sessions.sess_zero import ZeroSession from tethys.core.stations.station_zero import ZeroStation from tethys.core.streams.stream_zero import ZeroStream from tethys.core.transports.transport_zero import ZeroTransport class MockTransport(ZeroTransport): def __init__(self): pass connect = mock.MagicMock() disconnect = mock.MagicMock() class MockSession(ZeroSession): closing_mode = None def __init__(self): self._closed = False @property def closed(self): return self._closed class MockStation(ZeroStation): def __init__(self): pass class TestZeroStream: @staticmethod def teardown_method(): MockTransport.connect.reset_mock() MockTransport.disconnect.reset_mock() @fixture def pipe(self): pipe = mock.MagicMock(spec=ZeroPipe) return pipe @fixture def session(self): session = MockSession() return session @fixture def transport(self): return MockTransport() @fixture def station(self): return MockStation() @fixture def stream(self, pipe, session, transport): return ZeroStream(pipe, session, transport) # init def test_init_with_transport_cb(self, pipe, session, transport): def get_transport(_): return transport get_transport = mock.MagicMock(side_effect=get_transport) stream = ZeroStream(pipe, session, get_transport) assert stream.transport == transport # conn context def test_new_connection_context(self, stream): with stream.connection_context(): MockTransport.connect.assert_called_once_with(stream) MockTransport.disconnect.assert_not_called() MockTransport.disconnect.assert_called_once_with(stream) def test_old_connection_context(self, stream): MockTransport._connections[stream.id] = stream with stream.connection_context(): MockTransport.connect.assert_not_called() MockTransport.disconnect.assert_not_called() # heartbeat ... [28 more functiondefs truncated] ...
|
Code Review: ❌ Critical issues: Code truncated in middle of expression - unexpected EOF Invalid syntax at line 111: ... [28 more functiondefs truncated] ... ⚠️ Code quality: Unexpected indentation at line 34 Unexpected indentation at line 44 Unexpected indentation at line 55 Unexpected indentation at line 57 Unexpected indentation at line 60 Unexpected indentation at line 62 Unexpected indentation at line 65 Unexpected indentation at line 67 Unexpected indentation at line 70 Unexpected indentation at line 74 Unexpected indentation at line 78 Unexpected indentation at line 98 Unexpected indentation at line 99 Unexpected indentation at line 106 ✨ Improvements: Complete the expression on the last line Review syntax near the error location
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advanced
|
testing
|
code_review
|
Pythoncode:Python
| 14
| 4
| 2,940
| true
|
[{"role": "user", "content": "Review this Pythoncode:Python code:\n# Copyright 2020 Konstruktor, Inc. All Rights Reserved.\n#\n# Licensed under the Apache License, Version 2.0 (the \"License\");\n# you may not use this file except in compliance with the License.\n# You may obtain a copy of the License at\n#\n# http://www.apache.org/licenses/LICENSE-2.0\n#\n# Unless required by applicable law or agreed to in writing, software\n# distributed under the License is distributed on an \"AS IS\" BASIS,\n# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.\n# See the License for the specific language governing permissions and\n# limitations under the License.\nimport gc\nimport platform\nimport time\nfrom unittest import mock\nfrom unittest.mock import patch, call\n\nfrom pytest import fixture\n\nfrom tethys.core.pipes.pipe_zero import ZeroPipe\nfrom tethys.core.sessions.sess_zero import ZeroSession\nfrom tethys.core.stations.station_zero import ZeroStation\nfrom tethys.core.streams.stream_zero import ZeroStream\nfrom tethys.core.transports.transport_zero import ZeroTransport\n\n\nclass MockTransport(ZeroTransport):\n def __init__(self):\n pass\n\n connect = mock.MagicMock()\n disconnect = mock.MagicMock()\n\n\nclass MockSession(ZeroSession):\n closing_mode = None\n\n def __init__(self):\n self._closed = False\n\n @property\n def closed(self):\n return self._closed\n\n\nclass MockStation(ZeroStation):\n def __init__(self):\n pass\n\n\nclass TestZeroStream:\n @staticmethod\n def teardown_method():\n MockTransport.connect.reset_mock()\n MockTransport.disconnect.reset_mock()\n\n @fixture\n def pipe(self):\n pipe = mock.MagicMock(spec=ZeroPipe)\n return pipe\n\n @fixture\n def session(self):\n session = MockSession()\n return session\n\n @fixture\n def transport(self):\n return MockTransport()\n\n @fixture\n def station(self):\n return MockStation()\n\n @fixture\n def stream(self, pipe, session, transport):\n return ZeroStream(pipe, session, transport)\n\n # init\n\n def test_init_with_transport_cb(self, pipe, session, transport):\n def get_transport(_):\n return transport\n\n get_transport = mock.MagicMock(side_effect=get_transport)\n\n stream = ZeroStream(pipe, session, get_transport)\n\n assert stream.transport == transport\n\n # conn context\n\n def test_new_connection_context(self, stream):\n with stream.connection_context():\n MockTransport.connect.assert_called_once_with(stream)\n MockTransport.disconnect.assert_not_called()\n MockTransport.disconnect.assert_called_once_with(stream)\n\n def test_old_connection_context(self, stream):\n MockTransport._connections[stream.id] = stream\n\n with stream.connection_context():\n MockTransport.connect.assert_not_called()\n MockTransport.disconnect.assert_not_called()\n\n # heartbeat\n\n\n ... [28 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Code Review:\n\n\n\u274c Critical issues:\n Code truncated in middle of expression - unexpected EOF\n Invalid syntax at line 111: ... [28 more functiondefs truncated] ...\n\n\n\u26a0\ufe0f Code quality:\n Unexpected indentation at line 34\n Unexpected indentation at line 44\n Unexpected indentation at line 55\n Unexpected indentation at line 57\n Unexpected indentation at line 60\n Unexpected indentation at line 62\n Unexpected indentation at line 65\n Unexpected indentation at line 67\n Unexpected indentation at line 70\n Unexpected indentation at line 74\n Unexpected indentation at line 78\n Unexpected indentation at line 98\n Unexpected indentation at line 99\n Unexpected indentation at line 106\n\n\u2728 Improvements:\n Complete the expression on the last line\n Review syntax near the error location"}]
| false
| null | null | null |
5da84607f0ca3d7ead02486a100adef7e245823f
|
TheStack--python--000.parquet
|
Fix this broken Pythoncode:Python code: ## Copyright 2005-2007 Virtutech AB ## ## The contents herein are Source Code which are a subset of Licensed ## Software pursuant to the terms of the Virtutech Simics Software ## License Agreement (the "Agreement"), and are being distributed under ## the Agreement. You should have received a copy of the Agreement with ## this Licensed Software; if not, please contact Virtutech for a copy ## of the Agreement prior to using this Licensed Software. ## ## By using this Source Code, you agree to be bound by all of the terms ## of the Agreement, and use of this Source Code is subject to the terms ## the Agreement. ## ## This Source Code and any derivatives thereof are provided on an "as ## is" basis. Virtutech makes no warranties with respect to the Source ## Code or any derivatives thereof and disclaims all implied warranties, ## including, without limitation, warranties of merchantability and ## fitness for a particular purpose and non-infringement. from sim_core import * from components import * import time # Generic Simple System for PPC64 Processors class ppc64_simple_base_component(component_object): basename = 'system' connectors = { 'uart0' : {'type' : 'serial', 'direction' : 'down', 'empty_ok' : True, 'hotplug' : True, 'multi' : False}, 'uart1' : {'type' : 'serial', 'direction' : 'down', 'empty_ok' : True, 'hotplug' : True, 'multi' : False}} def __init__(self, parse_obj): component_object.__init__(self, parse_obj) self.o.cpu = [] self.map_offset = 0xf0000000 self.time_of_day = "2006-06-06 06:06:06 UTC" def get_cpu_frequency(self, idx): return self.freq_mhz def set_cpu_frequency(self, val, idx): if self.obj.configured: return Sim_Set_Illegal_Value self.freq_mhz = val return Sim_Set_Ok def get_memory_megs(self, idx): return self.memory_megs def set_memory_megs(self, val, idx): if self.obj.configured: return Sim_Set_Illegal_Value self.memory_megs = val return Sim_Set_Ok def get_map_offset(self, idx): return self.map_offset def set_map_offset(self, val, idx): if self.obj.configured: return Sim_Set_Illegal_Value self.map_offset = val return Sim_Set_Ok def get_time_of_day(self, idx): return self.time_of_day def set_time_of_day(self, val, idx): if self.obj.configured: return Sim_Set_Illegal_Value try: time.strptime(val, "%Y-%m-%d %H:%M:%S %Z") except Exception, msg: SIM_attribute_error(str(msg) return Sim_Set_Illegal_Value self.time_of_day = val return Sim_Set_Ok def add_objects(self, cpu): self.o.phys_mem = pre_obj('phys_mem', 'memory-space') self.o.ram_image = pre_obj('memory_image', 'image') self.o.ram_image.size = self.memory_megs ... [code truncated] ... Error: SyntaxError: unmatched brackets
|
Fixed Code: ## Copyright 2005-2007 Virtutech AB ## ## The contents herein are Source Code which are a subset of Licensed ## Software pursuant to the terms of the Virtutech Simics Software ## License Agreement (the "Agreement"), and are being distributed under ## the Agreement. You should have received a copy of the Agreement with ## this Licensed Software; if not, please contact Virtutech for a copy ## of the Agreement prior to using this Licensed Software. ## ## By using this Source Code, you agree to be bound by all of the terms ## of the Agreement, and use of this Source Code is subject to the terms ## the Agreement. ## ## This Source Code and any derivatives thereof are provided on an "as ## is" basis. Virtutech makes no warranties with respect to the Source ## Code or any derivatives thereof and disclaims all implied warranties, ## including, without limitation, warranties of merchantability and ## fitness for a particular purpose and non-infringement. from sim_core import * Explanation: Add missing ')' bracket at line 76
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advanced
|
machine_learning
|
error_fixing
|
Pythoncode:Python
| 10
| 1
| 3,032
| true
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\n## Copyright 2005-2007 Virtutech AB\n## \n## The contents herein are Source Code which are a subset of Licensed\n## Software pursuant to the terms of the Virtutech Simics Software\n## License Agreement (the \"Agreement\"), and are being distributed under\n## the Agreement. You should have received a copy of the Agreement with\n## this Licensed Software; if not, please contact Virtutech for a copy\n## of the Agreement prior to using this Licensed Software.\n## \n## By using this Source Code, you agree to be bound by all of the terms\n## of the Agreement, and use of this Source Code is subject to the terms\n## the Agreement.\n## \n## This Source Code and any derivatives thereof are provided on an \"as\n## is\" basis. Virtutech makes no warranties with respect to the Source\n## Code or any derivatives thereof and disclaims all implied warranties,\n## including, without limitation, warranties of merchantability and\n## fitness for a particular purpose and non-infringement.\n\nfrom sim_core import *\nfrom components import *\n\nimport time\n\n# Generic Simple System for PPC64 Processors\nclass ppc64_simple_base_component(component_object):\n basename = 'system'\n connectors = {\n 'uart0' : {'type' : 'serial', 'direction' : 'down',\n 'empty_ok' : True, 'hotplug' : True, 'multi' : False},\n 'uart1' : {'type' : 'serial', 'direction' : 'down',\n 'empty_ok' : True, 'hotplug' : True, 'multi' : False}}\n\n def __init__(self, parse_obj):\n component_object.__init__(self, parse_obj)\n self.o.cpu = []\n self.map_offset = 0xf0000000\n self.time_of_day = \"2006-06-06 06:06:06 UTC\"\n\n def get_cpu_frequency(self, idx):\n return self.freq_mhz\n\n def set_cpu_frequency(self, val, idx):\n if self.obj.configured:\n return Sim_Set_Illegal_Value\n self.freq_mhz = val\n return Sim_Set_Ok\n\n def get_memory_megs(self, idx):\n return self.memory_megs\n\n def set_memory_megs(self, val, idx):\n if self.obj.configured:\n return Sim_Set_Illegal_Value\n self.memory_megs = val\n return Sim_Set_Ok\n\n def get_map_offset(self, idx):\n return self.map_offset\n\n def set_map_offset(self, val, idx):\n if self.obj.configured:\n return Sim_Set_Illegal_Value\n self.map_offset = val\n return Sim_Set_Ok\n\n def get_time_of_day(self, idx):\n return self.time_of_day\n\n def set_time_of_day(self, val, idx):\n if self.obj.configured:\n return Sim_Set_Illegal_Value\n try:\n time.strptime(val, \"%Y-%m-%d %H:%M:%S %Z\")\n except Exception, msg:\n SIM_attribute_error(str(msg)\n return Sim_Set_Illegal_Value\n self.time_of_day = val\n return Sim_Set_Ok\n\n def add_objects(self, cpu):\n self.o.phys_mem = pre_obj('phys_mem', 'memory-space')\n self.o.ram_image = pre_obj('memory_image', 'image')\n self.o.ram_image.size = self.memory_megs \n\n ... [code truncated] ...\n\n Error: SyntaxError: unmatched brackets"}, {"role": "assistant", "content": " Fixed Code:\n\n\n## Copyright 2005-2007 Virtutech AB\n## \n## The contents herein are Source Code which are a subset of Licensed\n## Software pursuant to the terms of the Virtutech Simics Software\n## License Agreement (the \"Agreement\"), and are being distributed under\n## the Agreement. You should have received a copy of the Agreement with\n## this Licensed Software; if not, please contact Virtutech for a copy\n## of the Agreement prior to using this Licensed Software.\n## \n## By using this Source Code, you agree to be bound by all of the terms\n## of the Agreement, and use of this Source Code is subject to the terms\n## the Agreement.\n## \n## This Source Code and any derivatives thereof are provided on an \"as\n## is\" basis. Virtutech makes no warranties with respect to the Source\n## Code or any derivatives thereof and disclaims all implied warranties,\n## including, without limitation, warranties of merchantability and\n## fitness for a particular purpose and non-infringement.\n\nfrom sim_core import *\n\n Explanation: Add missing ')' bracket at line 76"}]
| true
|
syntax
|
MISSING_BRACKETS
|
MEDIUM
|
5da8c5b2385d6f73170c02cb6de27d3641c827fa
|
TheStack--python--000.parquet
|
Repair the syntax errors in this Pythoncode:Python code: # Generated by Django 3.0.1 on 2020-02-15 06:02 from django.db import migrations, models class Migration(migrations.Migration): dependencies = [ ('course', '0001_initial'), ] operations = [ migrations.AddField( model_name='subject name='Number_Of_Questions', field=models.IntegerField(default=0), ),
|
Syntax Analysis: Syntax Errors Found: • Unterminated string literal at line 14 • Unclosed '[' at line 12 - expected ']' • Block at line 6 has no indented body Fixes: • Add closing quote at line 14 • Add closing ']' bracket • Fix indentation to match Python syntax rules
|
intermediate
|
machine_learning
|
syntax_repair
|
Pythoncode:Python
| 0
| 1
| 368
| true
|
[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\n# Generated by Django 3.0.1 on 2020-02-15 06:02\n\nfrom django.db import migrations, models\n\n\nclass Migration(migrations.Migration):\n\n dependencies = [\n ('course', '0001_initial'),\n ]\n\n operations = [\n migrations.AddField(\nmodel_name='subject\n name='Number_Of_Questions',\n field=models.IntegerField(default=0),\n ),"}, {"role": "assistant", "content": " Syntax Analysis:\n\n Syntax Errors Found:\n \u2022 Unterminated string literal at line 14\n \u2022 Unclosed '[' at line 12 - expected ']'\n \u2022 Block at line 6 has no indented body\n\n Fixes:\n \u2022 Add closing quote at line 14\n \u2022 Add closing ']' bracket\n \u2022 Fix indentation to match Python syntax rules"}]
| true
|
syntax
|
BROKEN_INDENTATION
|
MEDIUM
|
5da9e73a716a3d83801c56b0312fd8f4d87f351c
|
TheStack--python--000.parquet
|
Suggest refactoring for this Pythoncode:Python code: class TestDagEndpoint(TestExecutionsDetailEndpointMock): def test_manual_dag_service_user(self): with open(CASE_PATH) as f: payload = json.load(f) data = dict( data=payload["data"], state=EXEC_STATE_MANUAL, ) payload_to_send = {**self.payload, **data} token = self.create_service_user() self.items_to_check = [ "config", "name", "description", "schema", "instance_id", "state", ] idx = self.create_new_row( url=DAG_URL, model=self.model, payload=payload_to_send, check_payload=True, token=token, ) def test_manual_dag_planner_user(self): with open(CASE_PATH) as f: payload = json.load(f) data = dict( data=payload["data"], state=EXEC_STATE_MANUAL, ) payload_to_send = {**self.payload, **data} token = self.create_planner() self.items_to_check = [ "config", "name", "description", "schema", "instance_id", "state", ] idx = self.create_new_row( url=DAG_URL, model=self.model, payload=payload_to_send, check_payload=True, token=token, ) class TestDagDetailEndpoint(TestExecutionsDetailEndpointMock): def test_put_dag(self): idx = self.create_new_row(EXECUTION_URL_NORUN, self.model, self.payload) with open(CASE_PATH) as f: payload = json.load(f) data = dict( data=payload["data"], state=EXEC_STATE_CORRECT, ) payload_to_check = {**self.payload, **data} token = self.create_service_user() data = self.update_row( url=DAG_URL + idx + "/", payload_to_check=payload_to_check, change=data, token=token, check_payload=False, ) def test_get_dag(self): idx = self.create_new_row(EXECUTION_URL_NORUN, self.model, self.payload) token = self.create_service_user() data = self.get_one_row( url=DAG_URL + idx + "/", token=token, check_payload=False, payload=self.payload, ) instance_data = self.get_one_row( url=INSTANCE_URL + self.payload["instance_id"] + "/data/", payload=dict(), check_payload=False, ) self.assertEqual(data["data"], instance_data["data"]) self.assertEqual(data["config"], self.payload["config"]) return
|
Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
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advanced
|
testing
|
refactoring
|
Pythoncode:Python
| 4
| 2
| 2,729
| false
|
[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\nclass TestDagEndpoint(TestExecutionsDetailEndpointMock):\n def test_manual_dag_service_user(self):\n with open(CASE_PATH) as f:\n payload = json.load(f)\n data = dict(\n data=payload[\"data\"],\n state=EXEC_STATE_MANUAL,\n )\n payload_to_send = {**self.payload, **data}\n token = self.create_service_user()\n\n self.items_to_check = [\n \"config\",\n \"name\",\n \"description\",\n \"schema\",\n \"instance_id\",\n \"state\",\n ]\n\n idx = self.create_new_row(\n url=DAG_URL,\n model=self.model,\n payload=payload_to_send,\n check_payload=True,\n token=token,\n )\n\n def test_manual_dag_planner_user(self):\n with open(CASE_PATH) as f:\n payload = json.load(f)\n data = dict(\n data=payload[\"data\"],\n state=EXEC_STATE_MANUAL,\n )\n payload_to_send = {**self.payload, **data}\n token = self.create_planner()\n\n self.items_to_check = [\n \"config\",\n \"name\",\n \"description\",\n \"schema\",\n \"instance_id\",\n \"state\",\n ]\n\n idx = self.create_new_row(\n url=DAG_URL,\n model=self.model,\n payload=payload_to_send,\n check_payload=True,\n token=token,\n )\n\n\nclass TestDagDetailEndpoint(TestExecutionsDetailEndpointMock):\n def test_put_dag(self):\n idx = self.create_new_row(EXECUTION_URL_NORUN, self.model, self.payload)\n with open(CASE_PATH) as f:\n payload = json.load(f)\n data = dict(\n data=payload[\"data\"],\n state=EXEC_STATE_CORRECT,\n )\n payload_to_check = {**self.payload, **data}\n token = self.create_service_user()\n data = self.update_row(\n url=DAG_URL + idx + \"/\",\n payload_to_check=payload_to_check,\n change=data,\n token=token,\n check_payload=False,\n )\n\n def test_get_dag(self):\n idx = self.create_new_row(EXECUTION_URL_NORUN, self.model, self.payload)\n token = self.create_service_user()\n data = self.get_one_row(\n url=DAG_URL + idx + \"/\",\n token=token,\n check_payload=False,\n payload=self.payload,\n )\n instance_data = self.get_one_row(\n url=INSTANCE_URL + self.payload[\"instance_id\"] + \"/data/\",\n payload=dict(),\n check_payload=False,\n )\n self.assertEqual(data[\"data\"], instance_data[\"data\"])\n self.assertEqual(data[\"config\"], self.payload[\"config\"])\n return"}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
5da9e91d7d69e5378260fe7c404a58e9aa312b9e
|
TheStack--python--000.parquet
|
Complete this incomplete Pythoncode:Python code: #-------------------------------------------------------------# # ResNet50的网络部分 #-------------------------------------------------------------# import keras.backend as K from keras import backend as K from keras import initializers, layers, regularizers from keras.engine import InputSpec, Layer from keras.initializers import random_normal from keras.layers import (Activation, Add, AveragePooling2D, Conv2D, MaxPooling2D, TimeDistributed, class BatchNormalization(Layer): def __init__(self, epsilon=1e-3, axis=-1, weights=None, beta_init='zero', gamma_init='one', gamma_regularizer=None, beta_regularizer=None, **kwargs): self.supports_masking = True self.beta_init = initializers.get(beta_init) self.gamma_init = initializers.get(gamma_init) self.epsilon = epsilon self.axis = axis self.gamma_regularizer = regularizers.get(gamma_regularizer) self.beta_regularizer = regularizers.get(beta_regularizer) self.initial_weights = weights super(BatchNormalization, self).__init__(**kwargs) ... code continues ...
|
Completion: Missing: Code truncated abruptly - unexpected end of file To complete: • Complete the truncated code structure Example continuation: def build(self, input_shape): self.input_spec = [InputSpec(shape=input_shape)] shape = (input_shape[self.axis],) self.gamma = self.add_weight(shape,
|
advanced
|
database
|
incomplete_code
|
Pythoncode:Python
| 2
| 1
| 1,124
| true
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\n#-------------------------------------------------------------#\r\n# ResNet50\u7684\u7f51\u7edc\u90e8\u5206\r\n#-------------------------------------------------------------#\r\nimport keras.backend as K\r\nfrom keras import backend as K\r\nfrom keras import initializers, layers, regularizers\r\nfrom keras.engine import InputSpec, Layer\r\nfrom keras.initializers import random_normal\r\nfrom keras.layers import (Activation, Add, AveragePooling2D, Conv2D, MaxPooling2D, TimeDistributed,\r\nclass BatchNormalization(Layer):\r\n def __init__(self, epsilon=1e-3, axis=-1,\r\n weights=None, beta_init='zero', gamma_init='one',\r\n gamma_regularizer=None, beta_regularizer=None, **kwargs):\r\n\r\n self.supports_masking = True\r\n self.beta_init = initializers.get(beta_init)\r\n self.gamma_init = initializers.get(gamma_init)\r\n self.epsilon = epsilon\r\n self.axis = axis\r\n self.gamma_regularizer = regularizers.get(gamma_regularizer)\r\n self.beta_regularizer = regularizers.get(beta_regularizer)\r\n self.initial_weights = weights\r\n super(BatchNormalization, self).__init__(**kwargs)\r\n\r\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 def build(self, input_shape):\r\n self.input_spec = [InputSpec(shape=input_shape)]\r\n shape = (input_shape[self.axis],)\r\n\r\n self.gamma = self.add_weight(shape,"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
5daa62bfbc58bf60d68725712bf46468f85577d3
|
TheStack--python--000.parquet
|
Explain this Pythoncode:Python code: from typing import Generator from fastapi import Depends, HTTPException from fastapi.security import APIKeyHeader from sqlalchemy.orm import Session from starlette import status from app import crud, models from app.core import security from app.db.session import SessionLocal JWT_TOKEN_PREFIX = "Token" # noqa: S105 def get_db() -> Generator: db = SessionLocal() try: yield db finally: db.close() def authrization_heder_token( api_key: str = Depends(APIKeyHeader(name="Authorization")), ) -> str: try: token_prefix, token = api_key.split(" ") except ValueError: raise HTTPException( status_code=status.HTTP_403_FORBIDDEN, detail="unsupported authorization type", ) if token_prefix != JWT_TOKEN_PREFIX: raise HTTPException( status_code=status.HTTP_403_FORBIDDEN, detail="unsupported authorization type", ) return token async def get_current_user( token: str = Depends(authrization_heder_token), db: Session = Depends(get_db) ) -> models.User: user_id = security.get_user_id_from_token(token=token) user = crud.user.get_user_by_id(db, int(user_id)) if not user: raise HTTPException(status_code=404, detail="User not found") return user
|
Functions: get_db, authrization_heder_token This code demonstrates Pythoncode:Python programming.
|
intermediate
|
api
|
code_explanation
|
Pythoncode:Python
| 2
| 0
| 1,309
| true
|
[{"role": "user", "content": "Explain this Pythoncode:Python code:\nfrom typing import Generator\n\nfrom fastapi import Depends, HTTPException\nfrom fastapi.security import APIKeyHeader\nfrom sqlalchemy.orm import Session\nfrom starlette import status\n\nfrom app import crud, models\nfrom app.core import security\nfrom app.db.session import SessionLocal\n\nJWT_TOKEN_PREFIX = \"Token\" # noqa: S105\n\n\ndef get_db() -> Generator:\n db = SessionLocal()\n try:\n yield db\n finally:\n db.close()\n\n\ndef authrization_heder_token(\n api_key: str = Depends(APIKeyHeader(name=\"Authorization\")),\n) -> str:\n try:\n token_prefix, token = api_key.split(\" \")\n except ValueError:\n raise HTTPException(\n status_code=status.HTTP_403_FORBIDDEN,\n detail=\"unsupported authorization type\",\n )\n if token_prefix != JWT_TOKEN_PREFIX:\n raise HTTPException(\n status_code=status.HTTP_403_FORBIDDEN,\n detail=\"unsupported authorization type\",\n )\n return token\n\n\nasync def get_current_user(\n token: str = Depends(authrization_heder_token), db: Session = Depends(get_db)\n) -> models.User:\n user_id = security.get_user_id_from_token(token=token)\n user = crud.user.get_user_by_id(db, int(user_id))\n if not user:\n raise HTTPException(status_code=404, detail=\"User not found\")\n return user"}, {"role": "assistant", "content": " Functions: get_db, authrization_heder_token\n This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
5daa836b2adc23c7d1169d134b820b47732f82c0
|
TheStack--python--000.parquet
|
Fix this broken Pythoncode:Python code: import sys from typing import Dict, List, Tuple import structlog from eth_utils import to_canonical_address from raiden.utils.typing import Address, BlockNumber, ChainID, Optional from raiden_contracts.contract_manager import ( ContractDevEnvironment, ContractManager, contracts_precompiled_path, get_contracts_deployment_info, ) log = structlog.get_logger(__name__) CONTRACT_MANAGER = ContractManager(contracts_precompiled_path()) def get_contract_addresses_and_start_block( chain_id: ChainID, contracts: List[str], address_overwrites: Dict[str, Address], development_environment: ContractDevEnvironment = ContractDevEnvironment.DEMO, contracts_version: Optional[str] = None, ) -> Tuple[Dict[str, Address], BlockNumber]: """Returns contract addresses and start query block for a given chain and contracts version. The default contracts can be overwritten by the additional parameters. Args: chain_id: The chain id to look for deployed contracts. contracts: The list of contracts which should be considered address_overwrites: Dict of addresses which should be used instead of the ones in the requested deployment. contracts_version: The version of the contracts to use. Returns: A dictionary with the contract addresses and start block for the given information """ contract_data = get_contracts_deployment_info( chain_id=chain_id, version=contracts_version, development_environment=development_environment, ) Error: IndentationError / Incomplete Function
|
Fixed Code: import sys from typing import Dict, List, Tuple import structlog from eth_utils import to_canonical_address from raiden.utils.typing import Address, BlockNumber, ChainID, Optional from raiden_contracts.contract_manager import ( ContractDevEnvironment, ContractManager, contracts_precompiled_path, get_contracts_deployment_info, ) log = structlog.get_logger(__name__) CONTRACT_MANAGER = ContractManager(contracts_precompiled_path()) def get_contract_addresses_and_start_block( chain_id: ChainID, Explanation: Complete the function 'get_contract_addresses_and_start_block' body and add missing return
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intermediate
|
api
|
error_fixing
|
Pythoncode:Python
| 1
| 0
| 1,550
| true
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\nimport sys\nfrom typing import Dict, List, Tuple\n\nimport structlog\nfrom eth_utils import to_canonical_address\n\nfrom raiden.utils.typing import Address, BlockNumber, ChainID, Optional\nfrom raiden_contracts.contract_manager import (\n ContractDevEnvironment,\n ContractManager,\n contracts_precompiled_path,\n get_contracts_deployment_info,\n)\n\nlog = structlog.get_logger(__name__)\nCONTRACT_MANAGER = ContractManager(contracts_precompiled_path())\n\n\ndef get_contract_addresses_and_start_block(\n chain_id: ChainID,\n contracts: List[str],\n address_overwrites: Dict[str, Address],\n development_environment: ContractDevEnvironment = ContractDevEnvironment.DEMO,\n contracts_version: Optional[str] = None,\n) -> Tuple[Dict[str, Address], BlockNumber]:\n \"\"\"Returns contract addresses and start query block for a given chain and contracts version.\n\n The default contracts can be overwritten by the additional parameters.\n\n Args:\n chain_id: The chain id to look for deployed contracts.\n contracts: The list of contracts which should be considered\n address_overwrites: Dict of addresses which should be used instead of\n the ones in the requested deployment.\n contracts_version: The version of the contracts to use.\n\n Returns: A dictionary with the contract addresses and start block for the given information\n \"\"\"\n contract_data = get_contracts_deployment_info(\n chain_id=chain_id,\n version=contracts_version,\n development_environment=development_environment,\n )\n\n Error: IndentationError / Incomplete Function"}, {"role": "assistant", "content": " Fixed Code:\n\n\nimport sys\nfrom typing import Dict, List, Tuple\n\nimport structlog\nfrom eth_utils import to_canonical_address\n\nfrom raiden.utils.typing import Address, BlockNumber, ChainID, Optional\nfrom raiden_contracts.contract_manager import (\n ContractDevEnvironment,\n ContractManager,\n contracts_precompiled_path,\n get_contracts_deployment_info,\n)\n\nlog = structlog.get_logger(__name__)\nCONTRACT_MANAGER = ContractManager(contracts_precompiled_path())\n\n\ndef get_contract_addresses_and_start_block(\n chain_id: ChainID,\n\n Explanation: Complete the function 'get_contract_addresses_and_start_block' body and add missing return"}]
| true
|
syntax
|
MID_FUNCTION
|
HIGH
|
5daaea4f5cbe880e71d3bbf0f6ec12e332c717ab
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: # coding=utf-8 # Copyright 2022 The Meta-Dataset Authors. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, software # distributed under the License is distributed on an "AS IS" BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. # Lint as: python2,python3 def linear_classifier_forward_pass(embeddings, w_fc, b_fc, cosine_classifier, cosine_logits_multiplier, use_weight_norm): """Passes embeddings through the linear layer defined by w_fc and b_fc. Args: embeddings: A Tensor of size [batch size, embedding dim]. w_fc: A Tensor of size [embedding dim, num outputs]. b_fc: Either None, or a Tensor of size [num outputs] or []. If cosine_classifier is False, it can not be None. cosine_classifier: A bool. If true, a cosine classifier is used which does not require the bias b_fc. cosine_logits_multiplier: A float. Only used if cosine_classifier is True, and multiplies the resulting logits. use_weight_norm: A bool. Whether weight norm was used. If so, then if using cosine classifier, normalize only the embeddings but not the weights. Returns: logits: A Tensor of size [batch size, num outputs]. """ if cosine_classifier == True: # Each column of the weight matrix may be interpreted as a class # representation (of the same dimenionality as the embedding space). The # logit for an embedding vector belonging to that class is the cosine # similarity between that embedding and that class representation. embeddings = tf.nn.l2_normalize(embeddings, axis=1, epsilon=1e-3) if not use_weight_norm: # Only normalize the weights if weight norm was not used. w_fc = tf.nn.l2_normalize(w_fc, axis=0, epsilon=1e-3) logits = tf.matmul(embeddings, w_fc) # Scale the logits as passing numbers in [-1, 1] to softmax is not very # expressive. logits *= cosine_logits_multiplier else: assert b_fc is not None logits = tf.matmul(embeddings, w_fc) + b_fc return logits @gin.configurable ... [3 more functiondefs truncated] ...
|
Error Analysis: Error Type: WRONG_COMPARISON Error: WRONG_COMPARISON Detected Errors: • Code truncated in middle of expression - unexpected EOF • Unterminated string literal at line 19 • Invalid syntax at line 57: ... [3 more functiondefs truncated] ... Fix: Use "is/is not" for None, avoid explicit True comparison
|
intermediate
|
testing
|
error_detection
|
Pythoncode:Python
| 1
| 0
| 2,462
| false
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\n# coding=utf-8\n# Copyright 2022 The Meta-Dataset Authors.\n#\n# Licensed under the Apache License, Version 2.0 (the \"License\");\n# you may not use this file except in compliance with the License.\n# You may obtain a copy of the License at\n#\n# http://www.apache.org/licenses/LICENSE-2.0\n#\n# Unless required by applicable law or agreed to in writing, software\n# distributed under the License is distributed on an \"AS IS\" BASIS,\n# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.\n# See the License for the specific language governing permissions and\n# limitations under the License.\n\n# Lint as: python2,python3\ndef linear_classifier_forward_pass(embeddings, w_fc, b_fc, cosine_classifier,\n cosine_logits_multiplier, use_weight_norm):\n \"\"\"Passes embeddings through the linear layer defined by w_fc and b_fc.\n\n Args:\n embeddings: A Tensor of size [batch size, embedding dim].\n w_fc: A Tensor of size [embedding dim, num outputs].\n b_fc: Either None, or a Tensor of size [num outputs] or []. If\n cosine_classifier is False, it can not be None.\n cosine_classifier: A bool. If true, a cosine classifier is used which does\n not require the bias b_fc.\n cosine_logits_multiplier: A float. Only used if cosine_classifier is True,\n and multiplies the resulting logits.\n use_weight_norm: A bool. Whether weight norm was used. If so, then if using\n cosine classifier, normalize only the embeddings but not the weights.\n\n Returns:\n logits: A Tensor of size [batch size, num outputs].\n \"\"\"\n if cosine_classifier == True:\n # Each column of the weight matrix may be interpreted as a class\n # representation (of the same dimenionality as the embedding space). The\n # logit for an embedding vector belonging to that class is the cosine\n # similarity between that embedding and that class representation.\n embeddings = tf.nn.l2_normalize(embeddings, axis=1, epsilon=1e-3)\n if not use_weight_norm:\n # Only normalize the weights if weight norm was not used.\n w_fc = tf.nn.l2_normalize(w_fc, axis=0, epsilon=1e-3)\n logits = tf.matmul(embeddings, w_fc)\n # Scale the logits as passing numbers in [-1, 1] to softmax is not very\n # expressive.\n logits *= cosine_logits_multiplier\n else:\n assert b_fc is not None\n logits = tf.matmul(embeddings, w_fc) + b_fc\n return logits\n\n\n@gin.configurable\n\n ... [3 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: WRONG_COMPARISON\n Error: WRONG_COMPARISON\n\n Detected Errors:\n \u2022 Code truncated in middle of expression - unexpected EOF\n \u2022 Unterminated string literal at line 19\n \u2022 Invalid syntax at line 57: ... [3 more functiondefs truncated] ...\n\n\n Fix: Use \"is/is not\" for None, avoid explicit True comparison"}]
| true
|
logical
|
WRONG_COMPARISON
|
LOW
|
5dab624f1bba960c93bdbcfc0dd2115a637b7aae
|
TheStack--python--000.parquet
|
Complete this Pythoncode:Python code: import os import threading import shutil from datetime import timedelta, datetime from flask import Flask, render_template, request, session, jsonify, url_for, redirect from haystack.document_store.elasticsearch import * from haystack.preprocessor.utils import convert_files_to_dicts from haystack.preprocessor.cleaning import clean_wiki_text from haystack import Finder from haystack.retriever.sparse import ElasticsearchRetriever from haystack.reader.transformers import TransformersReader from elasticsearch import Elasticsearch def pre_process(user_id_key): uploads_dir = "users/" + str(user_id_key) + "/uploads/" try: es_result = es.search( index="user_" + str(user_id_key), body={"query": {"match_all": {}}} ) no_docs = len(es_result["hits"]["hits"]) except Exception as e: print(e) print("\n no documents in es") processed = convert_files_to_dicts( dir_path=uploads_dir, clean_func=clean_wiki_text, split_paragraphs=True ) for doc in range(len(processed)): try: # print("\n Checking for duplicate docs ..") add_doc = True for each_doc in range(no_docs): doc_text = es_result["hits"]["hits"][each_doc]["_source"]["text"] doc_name = es_result["hits"]["hits"][each_doc]["_source"]["name"] doc_id = es_result["hits"]["hits"][each_doc]["_id"] if ( processed[doc]["meta"]["name"] == "context_file.txt" and doc_name == "context_file.txt"
|
): # print("Deleting context file to update with new changes ..") es.delete( index="user_" + str(user_id_key), doc_type="_doc", id=doc_id ) if processed[doc]["text"] == doc_text: # print("\n There is a duplicate, So this document is not added ..") add_doc = False os.remove(uploads_dir + str(processed[doc]["meta"]["name"])) break if add_doc: # print("\n No duplicates found, so adding this to es..") processed_lst = [processed[doc]] user_doc_store[user_id_key].write_documents(processed_lst) os.remove(uploads_dir + str(processed[doc]["meta"]["name"])) except Exception as e: print(e) # print("\n no documents in es") processed_lst = [processed[doc]] user_doc_store[user_id_key].write_documents(processed_lst) os.remove(uploads_dir + str(processed[doc]["meta"]["name"])) # Handles setting up reader and retriever ... [10 more functiondefs truncated] ...
|
intermediate
|
api
|
code_completion
|
Pythoncode:Python
| 1
| 0
| 2,780
| true
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\nimport os\nimport threading\nimport shutil\nfrom datetime import timedelta, datetime\nfrom flask import Flask, render_template, request, session, jsonify, url_for, redirect\nfrom haystack.document_store.elasticsearch import *\nfrom haystack.preprocessor.utils import convert_files_to_dicts\nfrom haystack.preprocessor.cleaning import clean_wiki_text\nfrom haystack import Finder\nfrom haystack.retriever.sparse import ElasticsearchRetriever\nfrom haystack.reader.transformers import TransformersReader\nfrom elasticsearch import Elasticsearch\n\ndef pre_process(user_id_key):\n uploads_dir = \"users/\" + str(user_id_key) + \"/uploads/\"\n try:\n es_result = es.search(\n index=\"user_\" + str(user_id_key), body={\"query\": {\"match_all\": {}}}\n )\n no_docs = len(es_result[\"hits\"][\"hits\"])\n\n except Exception as e:\n print(e)\n print(\"\\n no documents in es\")\n\n processed = convert_files_to_dicts(\n dir_path=uploads_dir, clean_func=clean_wiki_text, split_paragraphs=True\n )\n\n for doc in range(len(processed)):\n try:\n # print(\"\\n Checking for duplicate docs ..\")\n add_doc = True\n for each_doc in range(no_docs):\n doc_text = es_result[\"hits\"][\"hits\"][each_doc][\"_source\"][\"text\"]\n doc_name = es_result[\"hits\"][\"hits\"][each_doc][\"_source\"][\"name\"]\n doc_id = es_result[\"hits\"][\"hits\"][each_doc][\"_id\"]\n if (\n processed[doc][\"meta\"][\"name\"] == \"context_file.txt\"\n and doc_name == \"context_file.txt\""}, {"role": "assistant", "content": "\n ):\n # print(\"Deleting context file to update with new changes ..\")\n es.delete(\n index=\"user_\" + str(user_id_key), doc_type=\"_doc\", id=doc_id\n )\n\n if processed[doc][\"text\"] == doc_text:\n # print(\"\\n There is a duplicate, So this document is not added ..\")\n add_doc = False\n os.remove(uploads_dir + str(processed[doc][\"meta\"][\"name\"]))\n break\n if add_doc:\n # print(\"\\n No duplicates found, so adding this to es..\")\n processed_lst = [processed[doc]]\n user_doc_store[user_id_key].write_documents(processed_lst)\n os.remove(uploads_dir + str(processed[doc][\"meta\"][\"name\"]))\n\n except Exception as e:\n print(e)\n # print(\"\\n no documents in es\")\n processed_lst = [processed[doc]]\n user_doc_store[user_id_key].write_documents(processed_lst)\n os.remove(uploads_dir + str(processed[doc][\"meta\"][\"name\"]))\n\n\n# Handles setting up reader and retriever\n\n ... [10 more functiondefs truncated] ..."}]
| false
| null | null | null |
5dacac5c524e8494c9a0a1e27e5a00cc81bbbd7d
|
TheStack--python--000.parquet
|
Explain this Pythoncode:Python code: #!/usr/bin/python3 # -*- coding: utf8 -*- # -*- Mode: Python; py-indent-offset: 4 -*- def get_lines_number(file_path): """Get lines number """ return sum(1 for line in open(file_path)) def get_series_per_file(site_folder, file_prefix): """Get series per file """ series = {} for filename in listdir(site_folder): is_file = isfile(join(site_folder, filename)) if is_file and file_prefix in filename: complete_filename = "%s/%s" % (site_folder, filename) with open(complete_filename, "r") as filed: temp_series = filed.readlines() for line in temp_series: array_line = line.split("\t") if len(array_line) >= 2: series[array_line[1]] = array_line[0] return series def get_last_file_name(site_folder, file_prefix): """Get last filename """ old_date = None last_filename = "" for new_filename in listdir(site_folder): is_file = isfile(join(site_folder, new_filename)) if is_file and file_prefix in new_filename: old_date, last_filename = update_last_file_name(file_prefix, old_date, last_filename, new_filename) return last_filename def update_last_file_name(file_prefix, old_date, last_filename, new_filename): """Update last file name """ try: new_date = new_filename.replace(file_prefix, "") new_date = datetime.strptime(new_date, "%Y-%m-%d") if old_date is None or new_date > old_date: return new_date, new_filename except ValueError: LOGGER.error("Not right file") return old_date, last_filename class FileStorage(object): """Class that help us to store and load data over several file""" def __init__(self, folder_path): """Constructor""" self.folder_path = folder_path if not exists(self.folder_path): makedirs(self.folder_path) def insert_series(self, series): """Insert series in DB :param series: Representation of a series :type series: dict. """ self.insert(series) def insert(self, message): """Insert data in file""" file_folder = "%s/%s" % (self.folder_path, message[KEY_SITE_ID]) file_date = timezone.localtime( dateutil.parser.parse(message[KEY_DATE]).replace(tzinfo=pytz.UTC)).strftime("%Y-%m-%d") if not exists(file_folder): makedirs(file_folder) raw_file = "%s/%s.tsv.%s" % ( file_folder, message[KEY_VARIABLE_ID], file_date) extracted = open(raw_file, "a+") extracted.write("%s\t%s\t%s\t%s\n" % ( message[KEY_VALUE], message[KEY_DATE], message[KEY_DST_TIMEZONE], message[KEY_NON_DST_TIMEZONE])) extracted.close() ... [9 more functiondefs truncated] ...
|
Functions: get_lines_number, get_series_per_file, get_last_file_name, update_last_file_name, __init__ Classes: FileStorage This code demonstrates Pythoncode:Python programming.
|
advanced
|
oop
|
code_explanation
|
Pythoncode:Python
| 7
| 1
| 2,924
| false
|
[{"role": "user", "content": "Explain this Pythoncode:Python code:\n#!/usr/bin/python3\n# -*- coding: utf8 -*-\n# -*- Mode: Python; py-indent-offset: 4 -*-\n\ndef get_lines_number(file_path):\n \"\"\"Get lines number\n \"\"\"\n return sum(1 for line in open(file_path))\n\n\ndef get_series_per_file(site_folder, file_prefix):\n \"\"\"Get series per file\n \"\"\"\n series = {}\n for filename in listdir(site_folder):\n is_file = isfile(join(site_folder, filename))\n if is_file and file_prefix in filename:\n complete_filename = \"%s/%s\" % (site_folder, filename)\n with open(complete_filename, \"r\") as filed:\n temp_series = filed.readlines()\n for line in temp_series:\n array_line = line.split(\"\\t\")\n if len(array_line) >= 2:\n series[array_line[1]] = array_line[0]\n return series\n\n\ndef get_last_file_name(site_folder, file_prefix):\n \"\"\"Get last filename\n \"\"\"\n old_date = None\n last_filename = \"\"\n for new_filename in listdir(site_folder):\n is_file = isfile(join(site_folder, new_filename))\n if is_file and file_prefix in new_filename:\n old_date, last_filename = update_last_file_name(file_prefix, old_date, last_filename, new_filename)\n return last_filename\n\n\ndef update_last_file_name(file_prefix, old_date, last_filename, new_filename):\n \"\"\"Update last file name\n \"\"\"\n try:\n new_date = new_filename.replace(file_prefix, \"\")\n new_date = datetime.strptime(new_date, \"%Y-%m-%d\")\n if old_date is None or new_date > old_date:\n return new_date, new_filename\n except ValueError:\n LOGGER.error(\"Not right file\")\n return old_date, last_filename\n\n\nclass FileStorage(object):\n \"\"\"Class that help us to store and load data over several file\"\"\"\n\n def __init__(self, folder_path):\n \"\"\"Constructor\"\"\"\n self.folder_path = folder_path\n if not exists(self.folder_path):\n makedirs(self.folder_path)\n\n def insert_series(self, series):\n \"\"\"Insert series in DB\n\n :param series: Representation of a series\n :type series: dict.\n \"\"\"\n self.insert(series)\n\n def insert(self, message):\n \"\"\"Insert data in file\"\"\"\n file_folder = \"%s/%s\" % (self.folder_path, message[KEY_SITE_ID])\n file_date = timezone.localtime(\n dateutil.parser.parse(message[KEY_DATE]).replace(tzinfo=pytz.UTC)).strftime(\"%Y-%m-%d\")\n\n if not exists(file_folder):\n makedirs(file_folder)\n\n raw_file = \"%s/%s.tsv.%s\" % (\n file_folder, message[KEY_VARIABLE_ID], file_date)\n extracted = open(raw_file, \"a+\")\n extracted.write(\"%s\\t%s\\t%s\\t%s\\n\" % (\n message[KEY_VALUE],\n message[KEY_DATE],\n message[KEY_DST_TIMEZONE],\n message[KEY_NON_DST_TIMEZONE]))\n extracted.close()\n\n\n ... [9 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Functions: get_lines_number, get_series_per_file, get_last_file_name, update_last_file_name, __init__\n Classes: FileStorage\n This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
5dad62563785343452980a6c164a9cfda04650c2
|
TheStack--python--000.parquet
|
Repair the syntax errors in this Pythoncode:Python code: import os import logging import logging.config from functools import partial from dotenv import load_dotenv from telegram import Bot, ReplyKeyboardMarkup, ReplyKeyboardRemove from telegram.ext import (Updater, CommandHandler, MessageHandler, def main(): class LoggerTelegramBot(logging.Handler): def emit(self, record): log_entry = self.format(record) bot.send_message(chat_id=chat_id_tg_admin, text=log_entry) dictLogConfig = { 'version': 1, 'handlers': { 'handler': { '()': LoggerTelegramBot, 'formatter': 'formatter' } }, 'loggers': { 'tg_logger': { 'handlers': ['handler'], 'level': 'INFO' } }, 'formatters': { 'formatter 'format': '%(asctime)s - %(levelname)s - %(message)s' } } } load_dotenv() chat_id_tg_admin = os.getenv('CHAT_ID_TG_ADMIN') bot = Bot(token=os.getenv('TOKEN_TG')) logging.config.dictConfig(dictLogConfig) logger = logging.getLogger('tg_logger') handler = LoggerTelegramBot() logger.addHandler(handler) rediser = Redis( host=os.getenv('REDIS_HOST'), port=os.getenv('REDIS_PORT'), db=0, password=os.getenv('REDIS_PWD')) updater = Updater(token_tg) dp = updater.dispatcher logger.info(dp) conv_handler = ConversationHandler( entry_points=[CommandHandler('start', start)], states={ QUESTION: [ RegexHandler('^Выход$', do_exit), MessageHandler(Filters.text, partial(handle_new_question, rediser))], ATTEMPT: [ RegexHandler('^Выход$', do_exit), RegexHandler('^(Новый вопрос|Другой вопрос)$', partial(handle_new_question, rediser)), RegexHandler('^Показать ответ$', partial(display_answer, rediser)), MessageHandler(Filters.text, partial(handle_attempt, rediser))], }, fallbacks=[CommandHandler('cancel', do_exit)] ) dp.add_handler(conv_handler) updater.start_polling() updater.idle() def do_reply(update, text, keyboard=None): if keyboard is None: markup = ReplyKeyboardRemove() return update.message.reply_text(text, reply_markup=markup) markup = ReplyKeyboardMarkup(keyboard, resize_keyboard=True) return update.message.reply_text(text, reply_markup=markup) def start(bot, update): do_reply(update, 'Привет знатоку в чате-викторине! Начинаем?', [['Да!']]) return QUESTION def handle_new_question(rediser, bot, update): new_question, new_answer = get_question_and_answer() chat_id = update.message.chat_id rediser.set(chat_id, new_answer) do_reply(update, format_question(new_question)) return ATTEMPT ... [3 more functiondefs truncated] ...
|
Syntax Analysis: Syntax Errors Found: • Code truncated in middle of expression - unexpected EOF • Unterminated string literal at line 29 • Unmatched closing bracket '}' at line 33 Fixes: • Complete the expression on the last line • Add closing quote at line 29 • Add closing ')' bracket
|
advanced
|
database
|
syntax_repair
|
Pythoncode:Python
| 5
| 1
| 2,962
| true
|
[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\nimport os\nimport logging\nimport logging.config\nfrom functools import partial\nfrom dotenv import load_dotenv\nfrom telegram import Bot, ReplyKeyboardMarkup, ReplyKeyboardRemove\nfrom telegram.ext import (Updater, CommandHandler, MessageHandler,\ndef main():\n class LoggerTelegramBot(logging.Handler):\n def emit(self, record):\n log_entry = self.format(record)\n bot.send_message(chat_id=chat_id_tg_admin, text=log_entry)\n\n dictLogConfig = {\n 'version': 1,\n 'handlers': {\n 'handler': {\n '()': LoggerTelegramBot,\n 'formatter': 'formatter'\n }\n },\n 'loggers': {\n 'tg_logger': {\n 'handlers': ['handler'],\n 'level': 'INFO'\n }\n },\n 'formatters': {\n'formatter\n 'format': '%(asctime)s - %(levelname)s - %(message)s'\n }\n }\n }\n\n load_dotenv()\n chat_id_tg_admin = os.getenv('CHAT_ID_TG_ADMIN')\n bot = Bot(token=os.getenv('TOKEN_TG'))\n logging.config.dictConfig(dictLogConfig)\n logger = logging.getLogger('tg_logger')\n handler = LoggerTelegramBot()\n logger.addHandler(handler)\n rediser = Redis(\n host=os.getenv('REDIS_HOST'),\n port=os.getenv('REDIS_PORT'),\n db=0,\n password=os.getenv('REDIS_PWD'))\n updater = Updater(token_tg)\n dp = updater.dispatcher\n logger.info(dp)\n conv_handler = ConversationHandler(\n entry_points=[CommandHandler('start', start)],\n states={\n QUESTION: [\n RegexHandler('^\u0412\u044b\u0445\u043e\u0434$', do_exit),\n MessageHandler(Filters.text, partial(handle_new_question, rediser))],\n ATTEMPT: [\n RegexHandler('^\u0412\u044b\u0445\u043e\u0434$', do_exit),\n RegexHandler('^(\u041d\u043e\u0432\u044b\u0439 \u0432\u043e\u043f\u0440\u043e\u0441|\u0414\u0440\u0443\u0433\u043e\u0439 \u0432\u043e\u043f\u0440\u043e\u0441)$', partial(handle_new_question, rediser)),\n RegexHandler('^\u041f\u043e\u043a\u0430\u0437\u0430\u0442\u044c \u043e\u0442\u0432\u0435\u0442$', partial(display_answer, rediser)),\n MessageHandler(Filters.text, partial(handle_attempt, rediser))],\n },\n fallbacks=[CommandHandler('cancel', do_exit)]\n )\n dp.add_handler(conv_handler)\n updater.start_polling()\n updater.idle()\n\n\ndef do_reply(update, text, keyboard=None):\n if keyboard is None:\n markup = ReplyKeyboardRemove()\n return update.message.reply_text(text, reply_markup=markup)\n markup = ReplyKeyboardMarkup(keyboard, resize_keyboard=True)\n return update.message.reply_text(text, reply_markup=markup)\n\n\ndef start(bot, update):\n do_reply(update, '\u041f\u0440\u0438\u0432\u0435\u0442 \u0437\u043d\u0430\u0442\u043e\u043a\u0443 \u0432 \u0447\u0430\u0442\u0435-\u0432\u0438\u043a\u0442\u043e\u0440\u0438\u043d\u0435! \u041d\u0430\u0447\u0438\u043d\u0430\u0435\u043c?', [['\u0414\u0430!']])\n return QUESTION\n\n\ndef handle_new_question(rediser, bot, update):\n new_question, new_answer = get_question_and_answer()\n chat_id = update.message.chat_id\n rediser.set(chat_id, new_answer)\n do_reply(update, format_question(new_question))\n return ATTEMPT\n\n\n\n ... [3 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Syntax Analysis:\n\n Syntax Errors Found:\n \u2022 Code truncated in middle of expression - unexpected EOF\n \u2022 Unterminated string literal at line 29\n \u2022 Unmatched closing bracket '}' at line 33\n\n Fixes:\n \u2022 Complete the expression on the last line\n \u2022 Add closing quote at line 29\n \u2022 Add closing ')' bracket"}]
| true
|
syntax
|
BROKEN_INDENTATION
|
MEDIUM
|
5daed49fa4c053c06f93d18e081f06b652a982e8
|
TheStack--python--000.parquet
|
Fix this broken Pythoncode:Python code: import tensorflow as tf from typing import Optional from tf_fourier_features import fourier_features Error: SyntaxError / EOF
|
Fixed Code: import tensorflow as tf from typing import Optional from tf_fourier_features import fourier_features class FourierFeatureMLP(tf.keras.Model): ... [2 more functiondefs truncated] ... Explanation: Complete the truncated code structure
|
beginner
|
machine_learning
|
error_fixing
|
Pythoncode:Python
| 0
| 1
| 102
| true
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\nimport tensorflow as tf\nfrom typing import Optional\nfrom tf_fourier_features import fourier_features\n\n\n\n Error: SyntaxError / EOF"}, {"role": "assistant", "content": " Fixed Code:\n\n\nimport tensorflow as tf\nfrom typing import Optional\nfrom tf_fourier_features import fourier_features\n\n\nclass FourierFeatureMLP(tf.keras.Model):\n\n\n ... [2 more functiondefs truncated] ...\n\n Explanation: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
5daf4ad3d9f3b39d8355c443ca683a3b5708554c
|
TheStack--python--000.parquet
|
Fill in the in this Pythoncode:Python code: import urlparse import csv import sys import re import collections import time import requests from eek import robotparser # this project's version from bs4 import BeautifulSoup try: import lxml except ImportError: HTML_PARSER = None else: HTML_PARSER = 'lxml' encoding_re = re.compile("charset\s*=\s*(\S+?)(;|$)") html_re = re.compile("text/html") headers = ['url', 'title', 'description', 'keywords', 'allow', 'disallow', 'noindex', 'meta robots', 'canonical', 'referer', 'status'] def encoding_from_content_type(content_type): """ Extracts the charset from a Content-Type header. >>> encoding_from_content_type('text/html; charset=utf-8') 'utf-8' >>> encoding_from_content_type('text/html') >>> """ if not content_type: return None match = encoding_re.search(content_type) return match and match.group(1) or None class NotHtmlException(Exception): pass class UrlTask(tuple): """ We need to keep track of referers, but we don't want to add a url multiple times just because it was referenced on multiple pages """ def __hash__(self): return hash(self[0]) def __eq__(self, other): return self[0] == other[0] class VisitOnlyOnceClerk(object): def __init__(self): self.visited = set() self.to_visit = set() def enqueue(self, url, referer): if not url in self.visited: self.to_visit.add(UrlTask((url, referer))) def __bool__(self): return bool(self.to_visit) # Complete this line while self.to_visit: (url, referer) = self.to_visit.pop() self.visited.add(url) yield (url, referer) def lremove(string, prefix): """ Remove a prefix from a string, if it exists. >>> lremove('www.foo.com', 'www.') 'foo.com' >>> lremove('foo.com', 'www.') 'foo.com' """ if string.startswith(prefix): return string[len(prefix):] else: return string def beautify(response): content_type = response.headers.get('content-type') if content_type: if not html_re.search(content_type): raise NotHtmlException encoding = encoding_from_content_type(content_type) else: encoding = None try: return BeautifulSoup( response.content, features=HTML_PARSER, from_encoding=encoding, ) except UnicodeEncodeError: raise NotHtmlException def get_links(response): if 300 <= response.status_code < 400 and response.headers['location']: # redirect yield urlparse.urldefrag( urlparse.urljoin(response.url, response.headers['location'], False) )[0] try: html = beautify(response) for i in html.find_all('a', href=True): yield urlparse.urldefrag(urlparse.urljoin(response.url, i['href'], False))[0] except NotHtmlException: pass def force_unicode(s): if ... [code truncated] ...
|
The missing line is: def __iter__(self):
|
advanced
|
api
|
fill_in_the_blank
|
Pythoncode:Python
| 11
| 3
| 3,033
| true
|
[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\nimport urlparse\nimport csv\nimport sys\nimport re\nimport collections\nimport time\nimport requests\n\nfrom eek import robotparser # this project's version\nfrom bs4 import BeautifulSoup\n\ntry:\n import lxml\nexcept ImportError:\n HTML_PARSER = None\nelse:\n HTML_PARSER = 'lxml'\n\n\nencoding_re = re.compile(\"charset\\s*=\\s*(\\S+?)(;|$)\")\nhtml_re = re.compile(\"text/html\")\nheaders = ['url', 'title', 'description', 'keywords', 'allow', 'disallow',\n 'noindex', 'meta robots', 'canonical', 'referer', 'status']\n\ndef encoding_from_content_type(content_type):\n \"\"\"\n Extracts the charset from a Content-Type header.\n\n >>> encoding_from_content_type('text/html; charset=utf-8')\n 'utf-8'\n >>> encoding_from_content_type('text/html')\n >>>\n \"\"\"\n if not content_type:\n return None\n match = encoding_re.search(content_type)\n return match and match.group(1) or None\n\n\nclass NotHtmlException(Exception):\n pass\n\n\nclass UrlTask(tuple):\n \"\"\"\n We need to keep track of referers, but we don't want to add a url multiple\n times just because it was referenced on multiple pages\n \"\"\"\n def __hash__(self):\n return hash(self[0])\n def __eq__(self, other):\n return self[0] == other[0]\n\n\nclass VisitOnlyOnceClerk(object):\n def __init__(self):\n self.visited = set()\n self.to_visit = set()\n def enqueue(self, url, referer):\n if not url in self.visited:\n self.to_visit.add(UrlTask((url, referer)))\n def __bool__(self):\n return bool(self.to_visit)\n # Complete this line\n while self.to_visit:\n (url, referer) = self.to_visit.pop()\n self.visited.add(url)\n yield (url, referer)\n\n\ndef lremove(string, prefix):\n \"\"\"\n Remove a prefix from a string, if it exists.\n >>> lremove('www.foo.com', 'www.')\n 'foo.com'\n >>> lremove('foo.com', 'www.')\n 'foo.com'\n \"\"\"\n if string.startswith(prefix):\n return string[len(prefix):]\n else:\n return string\n\n\ndef beautify(response):\n content_type = response.headers.get('content-type')\n if content_type:\n if not html_re.search(content_type):\n raise NotHtmlException\n encoding = encoding_from_content_type(content_type)\n else:\n encoding = None\n try:\n return BeautifulSoup(\n response.content,\n features=HTML_PARSER,\n from_encoding=encoding,\n )\n except UnicodeEncodeError:\n raise NotHtmlException\n\n\ndef get_links(response):\n if 300 <= response.status_code < 400 and response.headers['location']:\n # redirect\n yield urlparse.urldefrag(\n urlparse.urljoin(response.url, response.headers['location'], False)\n )[0]\n try:\n html = beautify(response)\n for i in html.find_all('a', href=True):\n yield urlparse.urldefrag(urlparse.urljoin(response.url, i['href'], False))[0]\n except NotHtmlException:\n pass\n\n\ndef force_unicode(s):\n if \n\n ... [code truncated] ..."}, {"role": "assistant", "content": "The missing line is:\n def __iter__(self):"}]
| false
| null | null | null |
5db0d4e1070be8121a1c33bca072f550967ebe82
|
TheStack--python--000.parquet
|
Explain this Pythoncode:Python code: # -*- coding: utf-8 -*- from __future__ import absolute_import from __future__ import division from __future__ import print_function import csv import numpy as np import os import sys from observations.util import maybe_download_and_extract def zea_mays(path): """Darwin's Heights of Cross- and Self-fertilized Zea May Pairs Darwin (1876) studied the growth of pairs of zea may (aka corn) seedlings, one produced by cross-fertilization and the other produced by self-fertilization, but otherwise grown under identical conditions. His goal was to demonstrate the greater vigour of the cross-fertilized plants. The data recorded are the final height (inches, to the nearest 1/8th) of the plants in each pair. In the *Design of Experiments*, Fisher (1935) used these data to illustrate a paired t-test (well, a one-sample test on the mean difference, `cross - self`). Later in the book (section 21), he used this data to illustrate an early example of a non-parametric permutation test, treating each paired difference as having (randomly) either a positive or negative sign. A data frame with 15 observations on the following 4 variables. `pair` pair number, a numeric vector `pot` pot, a factor with levels `1` `2` `3` `4` `cross` height of cross fertilized plant, a numeric vector `self` height of self fertilized plant, a numeric vector `diff` `cross - self` for each pair Darwin, C. (1876). *The Effect of Cross- and Self-fertilization in the Vegetable Kingdom*, 2nd Ed. London: John Murray. Andrews, D. and Herzberg, A. (1985) *Data: a collection of problems from many fields for the student and research worker*. New York: Springer. Data retrieved from: `https://www.stat.cmu.edu/StatDat/` Args: path: str. Path to directory which either stores file or otherwise file will be downloaded and extracted there. Filename is `zea_mays.csv`. Returns: Tuple of np.ndarray `x_train` with 15 rows and 5 columns and dictionary `metadata` of column headers (feature names). """ import pandas as pd path = os.path.expanduser(path) filename = 'zea_mays.csv' if not os.path.exists(os.path.join(path, filename)): url = 'http://dustintran.com/data/r/HistData/ZeaMays.csv' maybe_download_and_extract(path, url, save_file_name='zea_mays.csv', resume=False) data = pd.read_csv(os.path.join(path, filename), index_col=0, parse_dates=True) x_train = data.values metadata = {'columns': data.columns} return x_train, metadata
|
Functions: zea_mays This code demonstrates Pythoncode:Python programming.
|
intermediate
|
testing
|
code_explanation
|
Pythoncode:Python
| 1
| 0
| 2,647
| true
|
[{"role": "user", "content": "Explain this Pythoncode:Python code:\n# -*- coding: utf-8 -*-\nfrom __future__ import absolute_import\nfrom __future__ import division\nfrom __future__ import print_function\n\nimport csv\nimport numpy as np\nimport os\nimport sys\n\nfrom observations.util import maybe_download_and_extract\n\n\ndef zea_mays(path):\n \"\"\"Darwin's Heights of Cross- and Self-fertilized Zea May Pairs\n\n Darwin (1876) studied the growth of pairs of zea may (aka corn)\n seedlings, one produced by cross-fertilization and the other produced by\n self-fertilization, but otherwise grown under identical conditions. His\n goal was to demonstrate the greater vigour of the cross-fertilized\n plants. The data recorded are the final height (inches, to the nearest\n 1/8th) of the plants in each pair.\n\n In the *Design of Experiments*, Fisher (1935) used these data to\n illustrate a paired t-test (well, a one-sample test on the mean\n difference, `cross - self`). Later in the book (section 21), he used\n this data to illustrate an early example of a non-parametric permutation\n test, treating each paired difference as having (randomly) either a\n positive or negative sign.\n\n A data frame with 15 observations on the following 4 variables.\n\n `pair`\n pair number, a numeric vector\n\n `pot`\n pot, a factor with levels `1` `2` `3` `4`\n\n `cross`\n height of cross fertilized plant, a numeric vector\n\n `self`\n height of self fertilized plant, a numeric vector\n\n `diff`\n `cross - self` for each pair\n\n Darwin, C. (1876). *The Effect of Cross- and Self-fertilization in the\n Vegetable Kingdom*, 2nd Ed. London: John Murray.\n\n Andrews, D. and Herzberg, A. (1985) *Data: a collection of problems from\n many fields for the student and research worker*. New York: Springer.\n Data retrieved from: `https://www.stat.cmu.edu/StatDat/`\n\n Args:\n\n path: str.\n Path to directory which either stores file or otherwise file will\n be downloaded and extracted there.\n Filename is `zea_mays.csv`.\n\n Returns:\n\n Tuple of np.ndarray `x_train` with 15 rows and 5 columns and\n dictionary `metadata` of column headers (feature names).\n \"\"\"\n import pandas as pd\n path = os.path.expanduser(path)\n filename = 'zea_mays.csv'\n if not os.path.exists(os.path.join(path, filename)):\n url = 'http://dustintran.com/data/r/HistData/ZeaMays.csv'\n maybe_download_and_extract(path, url,\n save_file_name='zea_mays.csv',\n resume=False)\n\n data = pd.read_csv(os.path.join(path, filename), index_col=0,\n parse_dates=True)\n x_train = data.values\n metadata = {'columns': data.columns}\n return x_train, metadata"}, {"role": "assistant", "content": " Functions: zea_mays\n This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
5db204f5af9206eceaf400a510a5e3d05316e861
|
TheStack--python--000.parquet
|
Debug this Pythoncode:Python code: from typing import List from dataclasses import dataclass from .Line import Line @dataclass class Lines: """Product / service items :param merged_item_indicator: Indicates whether the data exchange contains merged line data due to size reduction :param line: Product / service item """ merged_item_indicator: bool line: List[Line]
|
Code analysis results: 🔴 Errors found: Unterminated string literal at line 8 ⚠️ Warnings: Unexpected indentation at line 11 Unexpected indentation at line 12 Unexpected indentation at line 15 💡 Suggestions: Add closing quote at line 8
|
intermediate
|
machine_learning
|
debugging
|
Pythoncode:Python
| 0
| 1
| 359
| true
|
[{"role": "user", "content": "Debug this Pythoncode:Python code:\nfrom typing import List\nfrom dataclasses import dataclass\nfrom .Line import Line\n\n\n@dataclass\nclass Lines:\n \"\"\"Product / service items\n\n :param merged_item_indicator: Indicates whether the data exchange contains merged line data due to size reduction\n :param line: Product / service item\n \"\"\"\n\n merged_item_indicator: bool\n line: List[Line]"}, {"role": "assistant", "content": " Code analysis results:\n\n\n\ud83d\udd34 Errors found:\n Unterminated string literal at line 8\n\n\u26a0\ufe0f Warnings:\n Unexpected indentation at line 11\n Unexpected indentation at line 12\n Unexpected indentation at line 15\n\n\ud83d\udca1 Suggestions:\n Add closing quote at line 8"}]
| false
| null | null | null |
5db3dae6928f712e933165c643051e536448b1fb
|
TheStack--python--000.parquet
|
Debug this Pythoncode:Python code: __author__ = 'Jose Gabriel' import os import pprint def read_block(f): s = "" line = f.readline() while line and not line.startswith("."): s += line line = f.readline() return s, line def read_doc(f): doc = {"title": "", "authors": "", "content": ""} line = f.readline() while line and not line.startswith(".I"): if line.startswith(".T"): doc["title"], line = read_block(f) elif line.startswith(".A"): doc["authors"], line = read_block(f) elif line.startswith(".W"): doc["content"], line = read_block(f) else: _, line = read_block(f) return doc, line def create_doc(data, out_folder, name): with open(out_folder + os.sep + name, 'w') as f: f.write(data["title"] + "\n") f.write(data["content"] + "\n") f.write(data["authors"]) def parse_all(s, out_folder): with open(s) as f: line = f.readline() # .I while line: doc_name = "d%03d.txt" % (int(line.strip().split()[-1])) doc, line = read_doc(f) create_doc(doc, out_folder, doc_name) # print("**********************************") if __name__ == '__main__': s = "adi" + os.sep + "ADI.ALL" out_folder = "test_index" try: # averiguar como preguntar si una carpeta o fichero existe en python os.mkdir(out_folder) except FileExistsError: pass parse_all(s, out_folder)
|
Code analysis results: ⚠️ Warnings: Unexpected indentation at line 2 Unexpected indentation at line 5 Unexpected indentation at line 9 Unexpected indentation at line 10 💡 Suggestions: Add docstring to function 'read_block' Add docstring to function 'read_doc'
|
intermediate
|
testing
|
debugging
|
Pythoncode:Python
| 4
| 0
| 1,545
| true
|
[{"role": "user", "content": "Debug this Pythoncode:Python code:\n__author__ = 'Jose Gabriel'\r\n\r\nimport os\r\nimport pprint\r\n\r\n\r\ndef read_block(f):\r\n s = \"\"\r\n line = f.readline()\r\n while line and not line.startswith(\".\"):\r\n s += line\r\n line = f.readline()\r\n return s, line\r\n\r\n\r\ndef read_doc(f):\r\n doc = {\"title\": \"\", \"authors\": \"\", \"content\": \"\"}\r\n\r\n line = f.readline()\r\n while line and not line.startswith(\".I\"):\r\n if line.startswith(\".T\"):\r\n doc[\"title\"], line = read_block(f)\r\n elif line.startswith(\".A\"):\r\n doc[\"authors\"], line = read_block(f)\r\n elif line.startswith(\".W\"):\r\n doc[\"content\"], line = read_block(f)\r\n else:\r\n _, line = read_block(f)\r\n return doc, line\r\n\r\n\r\ndef create_doc(data, out_folder, name):\r\n with open(out_folder + os.sep + name, 'w') as f:\r\n f.write(data[\"title\"] + \"\\n\")\r\n f.write(data[\"content\"] + \"\\n\")\r\n f.write(data[\"authors\"])\r\n\r\n\r\ndef parse_all(s, out_folder):\r\n with open(s) as f:\r\n line = f.readline() # .I\r\n while line:\r\n doc_name = \"d%03d.txt\" % (int(line.strip().split()[-1]))\r\n doc, line = read_doc(f)\r\n create_doc(doc, out_folder, doc_name)\r\n # print(\"**********************************\")\r\n\r\n\r\nif __name__ == '__main__':\r\n s = \"adi\" + os.sep + \"ADI.ALL\"\r\n out_folder = \"test_index\"\r\n\r\n try: # averiguar como preguntar si una carpeta o fichero existe en python\r\n os.mkdir(out_folder)\r\n except FileExistsError:\r\n pass\r\n\r\n parse_all(s, out_folder)"}, {"role": "assistant", "content": " Code analysis results:\n\n\n\u26a0\ufe0f Warnings:\n Unexpected indentation at line 2\n Unexpected indentation at line 5\n Unexpected indentation at line 9\n Unexpected indentation at line 10\n\n\ud83d\udca1 Suggestions:\n Add docstring to function 'read_block'\n Add docstring to function 'read_doc'"}]
| false
| null | null | null |
5db3e4eb84b3d9fc5559048f6229e0e36618f2f4
|
TheStack--python--000.parquet
|
Fix this broken Pythoncode:Python code: #!/usr/bin/env python # vim: ai ts=4 sts=4 et sw=4 encoding=utf-8 from django.contrib import admin from groups.models import Group Error: SyntaxError / EOF
|
Fixed Code: #!/usr/bin/env python # vim: ai ts=4 sts=4 et sw=4 encoding=utf-8 from django.contrib import admin from groups.models import Group admin.site.register(Group) Explanation: Complete the truncated code structure
|
beginner
|
machine_learning
|
error_fixing
|
Pythoncode:Python
| 0
| 0
| 132
| true
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\n#!/usr/bin/env python\n# vim: ai ts=4 sts=4 et sw=4 encoding=utf-8\nfrom django.contrib import admin\n\nfrom groups.models import Group\n\n\n Error: SyntaxError / EOF"}, {"role": "assistant", "content": " Fixed Code:\n\n\n#!/usr/bin/env python\n# vim: ai ts=4 sts=4 et sw=4 encoding=utf-8\nfrom django.contrib import admin\n\nfrom groups.models import Group\n\n\nadmin.site.register(Group)\n\n\n Explanation: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
5db477aeb7079f4d5d6c834082c575659d075877
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: # Copyright 2017 The TensorFlow Authors. All Rights Reserved. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, software # distributed under the License is distributed on an "AS IS" BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. # ============================================================================ # Copyright 2021 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 npu_bridge.npu_init import * import unittest import numpy as np from avod.datasets.kitti import kitti_aug class KittiAugTest(unittest.TestCase): def test_flip_boxes_3d(self): boxes_3d = np.array([ [1, 2, 3, 4, 5, 6, np.pi / 4], [1, 2, 3, 4, 5, 6, -np.pi / 4] ]) exp_flipped_boxes_3d = np.array([ [-1, 2, 3, 4, 5, 6, 3 * np.pi / 4], [-1, 2, 3, 4, 5, 6, -3 * np.pi / 4] ]) flipped_boxes_3d = kitti_aug.flip_boxes_3d(boxes_3d) np.testing.assert_almost_equal(flipped_boxes_3d, exp_flipped_boxes_3d)
|
Error Analysis: Error Type: BROKEN_INDENTATION Error: IndentationError: unexpected indent Detected Errors: • Block at line 38 has no indented body • Block at line 40 has no indented body • IndentationError at line 30 Fix: Fix indentation to match Python syntax rules
|
advanced
|
testing
|
error_detection
|
Pythoncode:Python
| 1
| 1
| 1,895
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\n# Copyright 2017 The TensorFlow Authors. All Rights Reserved.\n#\n# Licensed under the Apache License, Version 2.0 (the \"License\");\n# you may not use this file except in compliance with the License.\n# You may obtain a copy of the License at\n#\n# 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# ============================================================================\n# Copyright 2021 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\n\n from npu_bridge.npu_init import *\nimport unittest\n\nimport numpy as np\n\nfrom avod.datasets.kitti import kitti_aug\n\n\nclass KittiAugTest(unittest.TestCase):\n\n def test_flip_boxes_3d(self):\n\n boxes_3d = np.array([\n [1, 2, 3, 4, 5, 6, np.pi / 4],\n [1, 2, 3, 4, 5, 6, -np.pi / 4]\n ])\n\n exp_flipped_boxes_3d = np.array([\n [-1, 2, 3, 4, 5, 6, 3 * np.pi / 4],\n [-1, 2, 3, 4, 5, 6, -3 * np.pi / 4]\n ])\n\n flipped_boxes_3d = kitti_aug.flip_boxes_3d(boxes_3d)\n\n np.testing.assert_almost_equal(flipped_boxes_3d, exp_flipped_boxes_3d)"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: BROKEN_INDENTATION\n Error: IndentationError: unexpected indent\n\n Detected Errors:\n \u2022 Block at line 38 has no indented body\n \u2022 Block at line 40 has no indented body\n \u2022 IndentationError at line 30\n\n Fix: Fix indentation to match Python syntax rules"}]
| true
|
syntax
|
BROKEN_INDENTATION
|
MEDIUM
|
5db48c51cdf7033a6dcea32b1d26408dd6d2dbc0
|
TheStack--python--000.parquet
|
Fix this broken Pythoncode:Python code: from flask_sqlalchemy import SQLAlchemy, Model # class BaseModel(Model): # def save(self): # db.session.add(self) # db.session.commit( Error: SyntaxError / EOF
|
Fixed Code: from flask_sqlalchemy import SQLAlchemy, Model # class BaseModel(Model): # def save(self): # db.session.add(self) # db.session.commit(self) # def delete(self): # db.session. db = SQLAlchemy() Explanation: Complete the truncated code structure
|
intermediate
|
database
|
error_fixing
|
Pythoncode:Python
| 0
| 0
| 144
| true
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\nfrom flask_sqlalchemy import SQLAlchemy, Model\n\n# class BaseModel(Model):\n\n# def save(self):\n# db.session.add(self)\n# db.session.commit(\n\n Error: SyntaxError / EOF"}, {"role": "assistant", "content": " Fixed Code:\n\n\nfrom flask_sqlalchemy import SQLAlchemy, Model\n\n# class BaseModel(Model):\n\n# def save(self):\n# db.session.add(self)\n# db.session.commit(self)\n\n# def delete(self):\n# db.session.\n\ndb = SQLAlchemy()\n\n Explanation: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
5db5a1d6975c3995d47712215ed2acd01be9b8ad
|
TheStack--python--000.parquet
|
Fix this broken Pythoncode:Python code: import os.path import threading import typing from prometheus_client import start_http_server from prometheus_client.core import GaugeMetricFamily, REGISTRY from kvmagent import kvmagent from zstacklib.utils import http from zstacklib.utils import jsonobject from zstacklib.utils import lock from zstacklib.utils import lvm from zstacklib.utils import misc from zstacklib.utils import thread from zstacklib.utils.bash import * from zstacklib.utils.ip import get_nic_supported_max_speed logger = log.get_logger(__name__) collector_dict = {} # type: Dict[str, threading.Thread] latest_collect_result = {} collectResultLock = threading.RLock() QEMU_CMD = kvmagent.get_qemu_path().split("/")[-1] def read_number(fname): Error: SyntaxError / EOF
|
Fixed Code: import os.path import threading import typing from prometheus_client import start_http_server from prometheus_client.core import GaugeMetricFamily, REGISTRY from kvmagent import kvmagent from zstacklib.utils import http from zstacklib.utils import jsonobject from zstacklib.utils import lock from zstacklib.utils import lvm from zstacklib.utils import misc from zstacklib.utils import thread from zstacklib.utils.bash import * from zstacklib.utils.ip import get_nic_supported_max_speed logger = log.get_logger(__name__) collector_dict = {} # type: Dict[str, threading.Thread] latest_collect_result = {} Explanation: Complete the truncated code structure
|
intermediate
|
testing
|
error_fixing
|
Pythoncode:Python
| 2
| 0
| 720
| true
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\nimport os.path\nimport threading\n\nimport typing\nfrom prometheus_client import start_http_server\nfrom prometheus_client.core import GaugeMetricFamily, REGISTRY\n\nfrom kvmagent import kvmagent\nfrom zstacklib.utils import http\nfrom zstacklib.utils import jsonobject\nfrom zstacklib.utils import lock\nfrom zstacklib.utils import lvm\nfrom zstacklib.utils import misc\nfrom zstacklib.utils import thread\nfrom zstacklib.utils.bash import *\nfrom zstacklib.utils.ip import get_nic_supported_max_speed\n\nlogger = log.get_logger(__name__)\ncollector_dict = {} # type: Dict[str, threading.Thread]\nlatest_collect_result = {}\ncollectResultLock = threading.RLock()\nQEMU_CMD = kvmagent.get_qemu_path().split(\"/\")[-1]\n\ndef read_number(fname):\n\n Error: SyntaxError / EOF"}, {"role": "assistant", "content": " Fixed Code:\n\n\nimport os.path\nimport threading\n\nimport typing\nfrom prometheus_client import start_http_server\nfrom prometheus_client.core import GaugeMetricFamily, REGISTRY\n\nfrom kvmagent import kvmagent\nfrom zstacklib.utils import http\nfrom zstacklib.utils import jsonobject\nfrom zstacklib.utils import lock\nfrom zstacklib.utils import lvm\nfrom zstacklib.utils import misc\nfrom zstacklib.utils import thread\nfrom zstacklib.utils.bash import *\nfrom zstacklib.utils.ip import get_nic_supported_max_speed\n\nlogger = log.get_logger(__name__)\ncollector_dict = {} # type: Dict[str, threading.Thread]\nlatest_collect_result = {}\n\n Explanation: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
5db6309005811059a99432092acd5ed62236c399
|
TheStack--python--000.parquet
|
Suggest refactoring for this Pythoncode:Python code: from conans import ConanFile, AutoToolsBuildEnvironment, MSBuild, tools from conans.errors import ConanInvalidConfiguration import os import shutil class LibStudXmlConan(ConanFile): name = "libstudxml" description = "A streaming XML pull parser and streaming XML serializer implementation for modern, standard C++." topics = ("xml", "xml-parser", "serialization") url = "https://github.com/conan-io/conan-center-index" homepage = "https://www.codesynthesis.com/projects/libstudxml/" license = "MIT" settings = "os", "compiler", "build_type", "arch" exports_sources = "patches/*" options = { "shared": [True, False], "fPIC": [True, False], } default_options = { "shared": False, "fPIC": True, } _autotools = None @property def _source_subfolder(self): return "source_subfolder" def config_options(self): if self.settings.os == "Windows": del self.options.fPIC def configure(self): if self.options.shared: del self.options.fPIC def requirements(self): self.requires("expat/2.4.1") def validate(self): if self.settings.compiler == "Visual Studio": if tools.Version(self.settings.compiler.version) < "9": raise ConanInvalidConfiguration("Visual Studio {} is not supported.".format(self.settings.compiler.version)) @property def _settings_build(self): return getattr(self, "settings_build", self.settings) def build_requirements(self): if self.settings.compiler != "Visual Studio": self.build_requires("gnu-config/cci.20201022") self.build_requires("libtool/2.4.6") if self._settings_build.os == "Windows" and not tools.get_env("CONAN_BASH_PATH"): self.build_requires("msys2/cci.latest") def source(self): tools.get(**self.conan_data["sources"][self.version], destination=self._source_subfolder, strip_root=True) def _configure_autotools(self): if not self._autotools: args = ["--with-external-expat"] if self.options.shared: args.extend(["--enable-shared", "--disable-static"]) else: args.extend(["--disable-shared", "--enable-static"]) self._autotools = AutoToolsBuildEnvironment(self, win_bash=tools.os_info.is_windows) self._autotools.configure(configure_dir=self._source_subfolder, args=args) return self._autotools def _build_vs(self): vc_ver = int(tools.Version(self.settings.compiler.version).major) sln_path = None ... [6 more functiondefs truncated] ...
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Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
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advanced
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testing
|
refactoring
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Pythoncode:Python
| 10
| 1
| 2,723
| true
|
[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\nfrom conans import ConanFile, AutoToolsBuildEnvironment, MSBuild, tools\nfrom conans.errors import ConanInvalidConfiguration\nimport os\nimport shutil\n\nclass LibStudXmlConan(ConanFile):\n name = \"libstudxml\"\n description = \"A streaming XML pull parser and streaming XML serializer implementation for modern, standard C++.\"\n topics = (\"xml\", \"xml-parser\", \"serialization\")\n url = \"https://github.com/conan-io/conan-center-index\"\n homepage = \"https://www.codesynthesis.com/projects/libstudxml/\"\n license = \"MIT\"\n settings = \"os\", \"compiler\", \"build_type\", \"arch\"\n\n exports_sources = \"patches/*\"\n\n options = {\n \"shared\": [True, False],\n \"fPIC\": [True, False],\n }\n default_options = {\n \"shared\": False,\n \"fPIC\": True,\n }\n\n _autotools = None\n\n @property\n def _source_subfolder(self):\n return \"source_subfolder\"\n\n def config_options(self):\n if self.settings.os == \"Windows\":\n del self.options.fPIC\n\n def configure(self):\n if self.options.shared:\n del self.options.fPIC\n\n def requirements(self):\n self.requires(\"expat/2.4.1\")\n\n def validate(self):\n if self.settings.compiler == \"Visual Studio\":\n if tools.Version(self.settings.compiler.version) < \"9\":\n raise ConanInvalidConfiguration(\"Visual Studio {} is not supported.\".format(self.settings.compiler.version))\n\n @property\n def _settings_build(self):\n return getattr(self, \"settings_build\", self.settings)\n\n def build_requirements(self):\n if self.settings.compiler != \"Visual Studio\":\n self.build_requires(\"gnu-config/cci.20201022\")\n self.build_requires(\"libtool/2.4.6\")\n if self._settings_build.os == \"Windows\" and not tools.get_env(\"CONAN_BASH_PATH\"):\n self.build_requires(\"msys2/cci.latest\")\n\n def source(self):\n tools.get(**self.conan_data[\"sources\"][self.version],\n destination=self._source_subfolder, strip_root=True)\n\n def _configure_autotools(self):\n if not self._autotools:\n args = [\"--with-external-expat\"]\n if self.options.shared:\n args.extend([\"--enable-shared\", \"--disable-static\"])\n else:\n args.extend([\"--disable-shared\", \"--enable-static\"])\n\n self._autotools = AutoToolsBuildEnvironment(self, win_bash=tools.os_info.is_windows)\n self._autotools.configure(configure_dir=self._source_subfolder, args=args)\n return self._autotools\n\n def _build_vs(self):\n vc_ver = int(tools.Version(self.settings.compiler.version).major)\n sln_path = None\n\n ... [6 more functiondefs truncated] ..."}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
5db634e6fdac00dd4f3ce30f7fe7fbdaae184512
|
TheStack--python--000.parquet
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Fix this broken Pythoncode:Python code: # Copyright 2020 Wen Ji & Kelei He (hkl@nju.edu.cn) # 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 WARR Error: SyntaxError / EOF
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Fixed Code: # Copyright 2020 Wen Ji & Kelei He (hkl@nju.edu.cn) # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, software # distributed under the License is distributed on an "AS IS" BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. import os Explanation: Complete the truncated code structure
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advanced
|
api
|
error_fixing
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Pythoncode:Python
| 0
| 1
| 467
| true
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\n\r\n# Copyright 2020 Wen Ji & Kelei He (hkl@nju.edu.cn)\r\n# Licensed under the Apache License, Version 2.0 (the \"License\");\r\n# you may not use this file except in compliance with the License.\r\n# You may obtain a copy of the License at\r\n#\r\n# http://www.apache.org/licenses/LICENSE-2.0\r\n#\r\n# Unless required by applicable law or agreed to in writing, software\r\n# distributed under the License is distributed on an \"AS IS\" BASIS,\r\n# WITHOUT WARR\n\n Error: SyntaxError / EOF"}, {"role": "assistant", "content": " Fixed Code:\n\n\n\r\n# Copyright 2020 Wen Ji & Kelei He (hkl@nju.edu.cn)\r\n# Licensed under the Apache License, Version 2.0 (the \"License\");\r\n# you may not use this file except in compliance with the License.\r\n# You may obtain a copy of the License at\r\n#\r\n# http://www.apache.org/licenses/LICENSE-2.0\r\n#\r\n# Unless required by applicable law or agreed to in writing, software\r\n# distributed under the License is distributed on an \"AS IS\" BASIS,\r\n# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.\r\n# See the License for the specific language governing permissions and\r\n# limitations under the License.\r\n\r\nimport os\r\n\r\n\n Explanation: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
5db692792275a8f7aff10d7781c4cef5d88900db
|
TheStack--python--000.parquet
|
Fix this broken Pythoncode:Python code: import datetime import json import time from typing import Optional from web3.datastructures import AttributeDict from .event_scanner_state import EventScannerState class JSONifiedState(EventScannerState): """Store the state of scanned blocks and all events. All state is an in-memory dict. Simple load/store massive JSON on start up. """ def __init__(self): self.state = None self.fname = "test-state.json" # How many second ago we saved the JSON file self.last_save = 0 def reset(self): """Create initial state of nothing scanned.""" self.state = { "last_scanned_block": 0, "blocks": {}, } def restore(self): """Restore the last scan state from a file.""" try: self.state = json.load(open(self.fname, "rt") Error: SyntaxError / EOF
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Fixed Code: import datetime import json import time from typing import Optional from web3.datastructures import AttributeDict from .event_scanner_state import EventScannerState class JSONifiedState(EventScannerState): """Store the state of scanned blocks and all events. All state is an in-memory dict. Simple load/store massive JSON on start up. """ def __init__(self): self.state = None self.fname = "test-state.json" Explanation: Complete the truncated code structure
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advanced
|
testing
|
error_fixing
|
Pythoncode:Python
| 8
| 1
| 852
| true
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\nimport datetime\nimport json\nimport time\nfrom typing import Optional\n\nfrom web3.datastructures import AttributeDict\n\nfrom .event_scanner_state import EventScannerState\n\n\nclass JSONifiedState(EventScannerState):\n \"\"\"Store the state of scanned blocks and all events.\n\n All state is an in-memory dict.\n Simple load/store massive JSON on start up.\n \"\"\"\n\n def __init__(self):\n self.state = None\n self.fname = \"test-state.json\"\n # How many second ago we saved the JSON file\n self.last_save = 0\n\n def reset(self):\n \"\"\"Create initial state of nothing scanned.\"\"\"\n self.state = {\n \"last_scanned_block\": 0,\n \"blocks\": {},\n }\n\n def restore(self):\n \"\"\"Restore the last scan state from a file.\"\"\"\n try:\n self.state = json.load(open(self.fname, \"rt\")\n\n Error: SyntaxError / EOF"}, {"role": "assistant", "content": " Fixed Code:\n\n\nimport datetime\nimport json\nimport time\nfrom typing import Optional\n\nfrom web3.datastructures import AttributeDict\n\nfrom .event_scanner_state import EventScannerState\n\n\nclass JSONifiedState(EventScannerState):\n \"\"\"Store the state of scanned blocks and all events.\n\n All state is an in-memory dict.\n Simple load/store massive JSON on start up.\n \"\"\"\n\n def __init__(self):\n self.state = None\n self.fname = \"test-state.json\"\n\n Explanation: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
5db7554e0b55f70192702d11bfb40d5a1d8f2459
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: # Adapted from https://github.com/pmocz/nbody-python/blob/master/nbody.py # TODO: Add GPL-3.0 License import numpy as np import dace as dc def getAcc(pos: dc.float64[N, 3], mass: dc.float64[N], G: dc.float64, softening: dc.float64: """ Calculate the acceleration on each particle due to Newton's Law pos is an N x 3 matrix of positions mass is an N x 1 vector of masses G is Newton's Gravitational constant softening is the softening length a is N x 3 matrix of accelerations """ # positions r = [x,y,z] for all particles x = pos[:, 0:1] y = pos[:, 1:2] z = pos[:, 2:3] # matrix that stores all pairwise particle separations: r_j - r_i # dx = x.T - x # dy = y.T - y # dz = z.T - z # dx = np.transpose(x) - x # dy = np.transpose(y) - y # dz = np.transpose(z) - z dx = np.add.outer(-x, x) dy = np.add.outer(-y, y) dz = np.add.outer(-z, z) # matrix that stores 1/r^3 for all particle pairwise particle separations inv_r3 = (dx**2 + dy**2 + dz**2 + softening**2) # inv_r3[inv_r3>0] = inv_r3[inv_r3>0]**(-1.5) I = inv_r3 > 0 np.power(inv_r3, -1.5, out=inv_r3, where=I) ax = G * (dx * inv_r3) @ mass ay = G * (dy * inv_r3) @ mass az = G * (dz * inv_r3) @ mass # pack together the acceleration components # a = np.hstack((ax,ay,az)) a = np.ndarray((N, 3), dtype=np.float64) # hstack(a, ax, ay, az) a[:, 0] = ax a[:, 1] = ay a[:, 2] = az return a @dc.program ... [2 more functiondefs truncated] ...
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Error Analysis: Error Type: MISSING_BRACKETS Error: SyntaxError: unmatched brackets Detected Errors: • Code truncated in middle of expression - unexpected EOF • Unterminated string literal at line 8 • Unclosed '(' at line 6 - expected ')' Fix: Add missing ')' bracket at line 7
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intermediate
|
api
|
error_detection
|
Pythoncode:Python
| 1
| 0
| 1,571
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\n# Adapted from https://github.com/pmocz/nbody-python/blob/master/nbody.py\n# TODO: Add GPL-3.0 License\n\nimport numpy as np\nimport dace as dc\ndef getAcc(pos: dc.float64[N, 3], mass: dc.float64[N], G: dc.float64,\n softening: dc.float64:\n \"\"\"\n Calculate the acceleration on each particle due to Newton's Law \n pos is an N x 3 matrix of positions\n mass is an N x 1 vector of masses\n G is Newton's Gravitational constant\n softening is the softening length\n a is N x 3 matrix of accelerations\n \"\"\"\n # positions r = [x,y,z] for all particles\n x = pos[:, 0:1]\n y = pos[:, 1:2]\n z = pos[:, 2:3]\n\n # matrix that stores all pairwise particle separations: r_j - r_i\n # dx = x.T - x\n # dy = y.T - y\n # dz = z.T - z\n # dx = np.transpose(x) - x\n # dy = np.transpose(y) - y\n # dz = np.transpose(z) - z\n dx = np.add.outer(-x, x)\n dy = np.add.outer(-y, y)\n dz = np.add.outer(-z, z)\n\n # matrix that stores 1/r^3 for all particle pairwise particle separations\n inv_r3 = (dx**2 + dy**2 + dz**2 + softening**2)\n # inv_r3[inv_r3>0] = inv_r3[inv_r3>0]**(-1.5)\n I = inv_r3 > 0\n np.power(inv_r3, -1.5, out=inv_r3, where=I)\n\n ax = G * (dx * inv_r3) @ mass\n ay = G * (dy * inv_r3) @ mass\n az = G * (dz * inv_r3) @ mass\n\n # pack together the acceleration components\n # a = np.hstack((ax,ay,az))\n a = np.ndarray((N, 3), dtype=np.float64)\n # hstack(a, ax, ay, az)\n a[:, 0] = ax\n a[:, 1] = ay\n a[:, 2] = az\n\n return a\n\n\n@dc.program\n\n ... [2 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: MISSING_BRACKETS\n Error: SyntaxError: unmatched brackets\n\n Detected Errors:\n \u2022 Code truncated in middle of expression - unexpected EOF\n \u2022 Unterminated string literal at line 8\n \u2022 Unclosed '(' at line 6 - expected ')'\n\n Fix: Add missing ')' bracket at line 7"}]
| true
|
syntax
|
MISSING_BRACKETS
|
MEDIUM
|
5db81c5e24b93ba19d16beaadd48634b1c9fd58a
|
TheStack--python--000.parquet
|
Suggest refactoring for this Pythoncode:Python code: # Third-party imports from flask import Flask from flask_sqlalchemy import SQLAlchemy configurations = { 'development': 'configurations.DevelopmentConfiguration', 'testing': 'configurations.TestingConfiguration', 'staging': 'configurations.StagingConfiguration', 'production': 'configurations.ProductionConfiguration' } database = SQLAlchemy() def create_application(configuration): application = Flask(__name__, instance_relative_config=True) application.config.from_object(configurations[configuration]) application.config.from_pyfile('configuration.py', silent=True) database.init_app(application) from application.init.views import blueprint application.register_blueprint(blueprint) from application.metadata.views import blueprint application.register_blueprint(blueprint) return application
|
Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
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intermediate
|
testing
|
refactoring
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Pythoncode:Python
| 1
| 0
| 817
| true
|
[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\n# Third-party imports\nfrom flask import Flask\nfrom flask_sqlalchemy import SQLAlchemy\n\nconfigurations = {\n\t'development': 'configurations.DevelopmentConfiguration',\n\t'testing': 'configurations.TestingConfiguration',\n\t'staging': 'configurations.StagingConfiguration',\n\t'production': 'configurations.ProductionConfiguration'\n}\n\ndatabase = SQLAlchemy()\n\ndef create_application(configuration):\n\tapplication = Flask(__name__, instance_relative_config=True)\n\tapplication.config.from_object(configurations[configuration])\n\tapplication.config.from_pyfile('configuration.py', silent=True)\n\tdatabase.init_app(application)\n\n\tfrom application.init.views import blueprint\n\tapplication.register_blueprint(blueprint)\n\n\tfrom application.metadata.views import blueprint\n\tapplication.register_blueprint(blueprint)\n\n\treturn application"}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
5db8b350508cfde3359da0d0ee1d9036c8e97549
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TheStack--python--000.parquet
|
Repair the syntax errors in this Pythoncode:Python code: def take_beer(fridge, number=1): if "beer" not in fridge: raise Exception("No beer at all:(") if number > fridge["beer"]: raise Exception("Not enough beer:(") fridge["beer"] -= number if __name__ == "__main__": fridge = { "beer": 2, "milk": 1, "meat": 3, } print("I wanna drink 1 bottle of beer...") take_beer(fridge) print("Oooh, great!") print("I wanna drink 2 bottle of beer...") try: take_beer(fridge, 2) except Exception as e: print("Error: {}. Let's continue".format(e)) print("Fallback. Try to take 1 bottle of beer...") take_beer(fridge, 1) print("Oooh, awesome!")
|
Syntax Analysis: Syntax Errors Found: • Unterminated string literal at line 24 • Unclosed '(' at line 3 - expected ')' • Unclosed '(' at line 6 - expected ')' Fixes: • Add closing quote at line 24 • Add closing ')' bracket • Add closing ')' bracket
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intermediate
|
database
|
syntax_repair
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Pythoncode:Python
| 1
| 0
| 692
| false
|
[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\ndef take_beer(fridge, number=1):\n if \"beer\" not in fridge:\n raise Exception(\"No beer at all:(\")\n\n if number > fridge[\"beer\"]:\n raise Exception(\"Not enough beer:(\")\n\n fridge[\"beer\"] -= number\n\n\nif __name__ == \"__main__\":\n fridge = {\n \"beer\": 2,\n \"milk\": 1,\n \"meat\": 3,\n }\n print(\"I wanna drink 1 bottle of beer...\")\n take_beer(fridge)\n print(\"Oooh, great!\")\n print(\"I wanna drink 2 bottle of beer...\")\n try:\n take_beer(fridge, 2)\n except Exception as e:\n print(\"Error: {}. Let's continue\".format(e))\n\n print(\"Fallback. Try to take 1 bottle of beer...\")\n take_beer(fridge, 1)\n print(\"Oooh, awesome!\")"}, {"role": "assistant", "content": " Syntax Analysis:\n\n Syntax Errors Found:\n \u2022 Unterminated string literal at line 24\n \u2022 Unclosed '(' at line 3 - expected ')'\n \u2022 Unclosed '(' at line 6 - expected ')'\n\n Fixes:\n \u2022 Add closing quote at line 24\n \u2022 Add closing ')' bracket\n \u2022 Add closing ')' bracket"}]
| true
|
syntax
|
MID_STRING
|
CRITICAL
|
5db8ca5f5d703991674fff33fa5c1ac47210c351
|
TheStack--python--000.parquet
|
Fix this broken Pythoncode:Python code: # -*- coding: utf-8 -*- # Copyright 2014-2016 OpenMarket Ltd # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, software # distributed under the License is distributed on an "AS IS" BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. import logging from collections import namedtuple from typing import Dict, Iterable, List, Set, Tuple from twisted.internet import defer from synapse.api.constants import EventTypes from synapse.storage._base import SQLBaseStore from synapse.storage.data_stores.state.bg_updates import StateBackgroundUpdateStore from synapse.storage.database import Database from synapse.storage.state import StateFilter Error: SyntaxError / EOF
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Fixed Code: # -*- coding: utf-8 -*- # Copyright 2014-2016 OpenMarket Ltd # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, software # distributed under the License is distributed on an "AS IS" BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. import logging from collections import namedtuple from typing import Dict, Iterable, List, Set, Tuple from twisted.internet import defer Explanation: Complete the truncated code structure
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advanced
|
testing
|
error_fixing
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Pythoncode:Python
| 1
| 2
| 1,014
| true
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\n# -*- coding: utf-8 -*-\n# Copyright 2014-2016 OpenMarket Ltd\n#\n# Licensed under the Apache License, Version 2.0 (the \"License\");\n# you may not use this file except in compliance with the License.\n# You may obtain a copy of the License at\n#\n# http://www.apache.org/licenses/LICENSE-2.0\n#\n# Unless required by applicable law or agreed to in writing, software\n# distributed under the License is distributed on an \"AS IS\" BASIS,\n# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.\n# See the License for the specific language governing permissions and\n# limitations under the License.\n\nimport logging\nfrom collections import namedtuple\nfrom typing import Dict, Iterable, List, Set, Tuple\n\nfrom twisted.internet import defer\n\nfrom synapse.api.constants import EventTypes\nfrom synapse.storage._base import SQLBaseStore\nfrom synapse.storage.data_stores.state.bg_updates import StateBackgroundUpdateStore\nfrom synapse.storage.database import Database\nfrom synapse.storage.state import StateFilter\n\n Error: SyntaxError / EOF"}, {"role": "assistant", "content": " Fixed Code:\n\n\n# -*- coding: utf-8 -*-\n# Copyright 2014-2016 OpenMarket Ltd\n#\n# Licensed under the Apache License, Version 2.0 (the \"License\");\n# you may not use this file except in compliance with the License.\n# You may obtain a copy of the License at\n#\n# http://www.apache.org/licenses/LICENSE-2.0\n#\n# Unless required by applicable law or agreed to in writing, software\n# distributed under the License is distributed on an \"AS IS\" BASIS,\n# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.\n# See the License for the specific language governing permissions and\n# limitations under the License.\n\nimport logging\nfrom collections import namedtuple\nfrom typing import Dict, Iterable, List, Set, Tuple\n\nfrom twisted.internet import defer\n\n Explanation: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
5db9f201356818f114d992f32b2d46869da4d326
|
TheStack--python--000.parquet
|
Debug this Pythoncode:Python code: # Generated by Django 2.2.6 on 2020-02-09 12:24 from django.db import migrations, models import django.db.models.deletion class Migration(migrations.Migration): dependencies = [ ('core', '0010_auto_20200130_1135'), ] operations = [ migrations.CreateModel( name='Variation', fields=[ ('id', models.AutoField(auto_created=True, primary_key=True, serialize=False, verbose_name='ID')), ('name', models.CharField(max_length=50)), ('item', models.ForeignKey(on_delete=django.db.models.deletion.CASCADE, to='core.Item')), ], options={ 'unique_together': {('item', 'name')}, }, ), migrations.CreateModel( name='ItemVariation', fields=[ ('id', models.AutoField(auto_created=True, primary_key=True, serialize=False, verbose_name='ID')), ('value', models.CharField(max_length=50)), ('attachment', models.ImageField(upload_to='variations/')), ('variation', models.ForeignKey(on_delete=django.db.models.deletion.CASCADE, to='core.Variation')), ], options={ 'unique_together': {('variation', 'value')}, }, ), ]
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Code analysis results: 🔴 Errors found: Block at line 7 has no indented body ⚠️ Warnings: Unexpected indentation at line 10 Unexpected indentation at line 11 Unexpected indentation at line 14 Unexpected indentation at line 15 💡 Suggestions: Add docstring to class 'Migration'
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advanced
|
machine_learning
|
debugging
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Pythoncode:Python
| 0
| 1
| 1,322
| true
|
[{"role": "user", "content": "Debug this Pythoncode:Python code:\n# Generated by Django 2.2.6 on 2020-02-09 12:24\n\nfrom django.db import migrations, models\nimport django.db.models.deletion\n\n\nclass Migration(migrations.Migration):\n\n dependencies = [\n ('core', '0010_auto_20200130_1135'),\n ]\n\n operations = [\n migrations.CreateModel(\n name='Variation',\n fields=[\n ('id', models.AutoField(auto_created=True, primary_key=True, serialize=False, verbose_name='ID')),\n ('name', models.CharField(max_length=50)),\n ('item', models.ForeignKey(on_delete=django.db.models.deletion.CASCADE, to='core.Item')),\n ],\n options={\n 'unique_together': {('item', 'name')},\n },\n ),\n migrations.CreateModel(\n name='ItemVariation',\n fields=[\n ('id', models.AutoField(auto_created=True, primary_key=True, serialize=False, verbose_name='ID')),\n ('value', models.CharField(max_length=50)),\n ('attachment', models.ImageField(upload_to='variations/')),\n ('variation', models.ForeignKey(on_delete=django.db.models.deletion.CASCADE, to='core.Variation')),\n ],\n options={\n 'unique_together': {('variation', 'value')},\n },\n ),\n ]"}, {"role": "assistant", "content": " Code analysis results:\n\n\n\ud83d\udd34 Errors found:\n Block at line 7 has no indented body\n\n\u26a0\ufe0f Warnings:\n Unexpected indentation at line 10\n Unexpected indentation at line 11\n Unexpected indentation at line 14\n Unexpected indentation at line 15\n\n\ud83d\udca1 Suggestions:\n Add docstring to class 'Migration'"}]
| false
| null | null | null |
5dba0da51e77fecfd4eb4bbfdb42e2e652206d09
|
TheStack--python--000.parquet
|
Debug this Pythoncode:Python code: import os from mnist import model import tensorflow as tf from tensorflow.examples.tutorials.mnist import input_data data = input_data.read_data_sets("data/dataset/", one_hot=True) # model with tf.variable_scope("convolutional"): x = tf.placeholder(tf.float32, [None, 784]) keep_prob = tf.placeholder(tf.float32) y, variables = model.convolutional(x, keep_prob) # train y_ = tf.placeholder(tf.float32, [None, 10]) cross_entropy = -tf.reduce_sum(y_ * tf.log(y)) train_step = tf.train.AdamOptimizer(1e-4).minimize(cross_entropy) correct_prediction = tf.equal(tf.argmax(y, 1), tf.argmax(y_, 1)) accuracy = tf.reduce_mean(tf.cast(correct_prediction, tf.float32)) saver = tf.train.Saver(variables) with tf.Session() as sess: sess.run(tf.global_variables_initializer()) for i in range(20000): batch = data.train.next_batch(50) if i % 100 == 0: train_accuracy = accuracy.eval(feed_dict={x: batch[0], y_: batch[1], keep_prob: 1.0}) print("step %d, training accuracy %g" % (i, train_accuracy)) sess.run(train_step, feed_dict={x: batch[0], y_: batch[1], keep_prob: 0.5}) print(sess.run(accuracy, feed_dict={x: data.test.images, y_: data.test.labels, keep_prob: 1.0})) path = saver.save( sess, os.path.join(os.path.dirname(__file__), 'data', 'convolutional.ckpt'), write_meta_graph=False, write_state=False) print("Saved:", path)
|
Code analysis results: 🔴 Errors found: Dangerous use of eval()/exec() at line 28 - security risk ⚠️ Warnings: Unexpected indentation at line 12 Unexpected indentation at line 13 Unexpected indentation at line 25 Unexpected indentation at line 27 💡 Suggestions: Remove debug print() at line 29 before production Remove debug print() at line 32 before production Remove debug print() at line 37 before production
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intermediate
|
testing
|
debugging
|
Pythoncode:Python
| 0
| 0
| 1,422
| true
|
[{"role": "user", "content": "Debug this Pythoncode:Python code:\nimport os\nfrom mnist import model\nimport tensorflow as tf\n\nfrom tensorflow.examples.tutorials.mnist import input_data\n\ndata = input_data.read_data_sets(\"data/dataset/\", one_hot=True)\n\n# model\nwith tf.variable_scope(\"convolutional\"):\n x = tf.placeholder(tf.float32, [None, 784])\n keep_prob = tf.placeholder(tf.float32)\n y, variables = model.convolutional(x, keep_prob)\n\n# train\ny_ = tf.placeholder(tf.float32, [None, 10])\ncross_entropy = -tf.reduce_sum(y_ * tf.log(y))\ntrain_step = tf.train.AdamOptimizer(1e-4).minimize(cross_entropy)\ncorrect_prediction = tf.equal(tf.argmax(y, 1), tf.argmax(y_, 1))\naccuracy = tf.reduce_mean(tf.cast(correct_prediction, tf.float32))\n\nsaver = tf.train.Saver(variables)\nwith tf.Session() as sess:\n sess.run(tf.global_variables_initializer())\n for i in range(20000):\n batch = data.train.next_batch(50)\n if i % 100 == 0:\n train_accuracy = accuracy.eval(feed_dict={x: batch[0], y_: batch[1], keep_prob: 1.0})\n print(\"step %d, training accuracy %g\" % (i, train_accuracy))\n sess.run(train_step, feed_dict={x: batch[0], y_: batch[1], keep_prob: 0.5})\n\n print(sess.run(accuracy, feed_dict={x: data.test.images, y_: data.test.labels, keep_prob: 1.0}))\n\n path = saver.save(\n sess, os.path.join(os.path.dirname(__file__), 'data', 'convolutional.ckpt'),\n write_meta_graph=False, write_state=False)\n print(\"Saved:\", path)"}, {"role": "assistant", "content": " Code analysis results:\n\n\n\ud83d\udd34 Errors found:\n Dangerous use of eval()/exec() at line 28 - security risk\n\n\u26a0\ufe0f Warnings:\n Unexpected indentation at line 12\n Unexpected indentation at line 13\n Unexpected indentation at line 25\n Unexpected indentation at line 27\n\n\ud83d\udca1 Suggestions:\n Remove debug print() at line 29 before production\n Remove debug print() at line 32 before production\n Remove debug print() at line 37 before production"}]
| false
| null | null | null |
5dba8f581c63a89cafcdb31c2be81f0648adb964
|
TheStack--python--000.parquet
|
Suggest refactoring for this Pythoncode:Python code: import requests import codecs query1 = """<union> <query type="way"> <has-kv k="addr:housenumber"/> <has-kv k="addr:street:name"/> <has-kv k="addr:street:type"/> <has-kv k="addr:state"/> <bbox-query e="%s" n="%s" s="%s" w="%s"/> </query> <query type="way"> <has-kv k="addr:housenumber"/> <has-kv k="addr:street:name"/> <has-kv k="addr:street:type"/> <has-kv k="addr:city"/> <bbox-query e="%s" n="%s" s="%s" w="%s"/> </query> <query type="way"> <has-kv k="addr:housenumber"/> <has-kv k="addr:street:name"/> <has-kv k="addr:street:type"/> <has-kv k="addr:postcode"/> <bbox-query e="%s" n="%s" s="%s" w="%s"/> </query> <query type="node"> <has-kv k="addr:housenumber"/> <has-kv k="addr:street:name"/> <has-kv k="addr:street:type"/> <has-kv k="addr:state"/> <bbox-query e="%s" n="%s" s="%s" w="%s"/> </query> <query type="node"> <has-kv k="addr:housenumber"/> <has-kv k="addr:street:name"/> <has-kv k="addr:street:type"/> <has-kv k="addr:city"/> <bbox-query e="%s" n="%s" s="%s" w="%s"/> </query> <query type="node"> <has-kv k="addr:housenumber"/> <has-kv k="addr:street:name"/> <has-kv k="addr:street:type"/> <has-kv k="addr:postcode"/> <bbox-query e="%s" n="%s" s="%s" w="%s"/> </query> </union> <print/>""" % ((-70.000000, 50.000000, 25.000000, -125.000000) * 6) r1 = requests.post('http://overpass-api.de/api/interpreter/', data=query1) r1.encoding = 'utf-8' f = codecs.open('data/osm_data.xml', encoding='utf-8' , mode='w+') f.write(r1.text) query2 = """<union> <query type="way"> <has-kv k="addr:street"/> <has-kv k="addr:street:name"/> <has-kv k="addr:street:prefix"/> <has-kv k="addr:street:type"/> <bbox-query e="%s" n="%s" s="%s" w="%s"/> </query> <query type="node"> <has-kv k="addr:street"/> <has-kv k="addr:street:name"/> <has-kv k="addr:street:prefix"/> <has-kv k="addr:street:type"/> <bbox-query e="%s" n="%s" s="%s" w="%s"/> </query> </union> <print/>""" % ((-87.61309146881104, 41.890042371392965, 41.87234107841773, -87.64235973358154) * 2) #r2 = requests.post('http://overpass-api.de/api/interpreter/', data=query2) #f = codecs.open("data/osm_data_street.xml", "wb", "utf-8") #r2.encoding = 'utf-8' #f.write(r2.text) query3 = """<union> <query type="way"> <has-kv k="addr:full" regv="^[0-9]+.*[a-z]+.*[0-9]{5}.*"/> <bbox-query e="%s" n="%s" s="%s" w="%s"/> </query> <query type="node"> <has-kv k="addr:full" regv="^[0-9]+.*[a-z]+.*[0-9]{5}.*"/> <bbox-query e="%s" n="%s" s="%s" w="%s"/> </query> </union> <print/> """ % ((-70.000000, 50.000000, 25.000000, -125.000000) * 2) if __name__ == '__main__' : r3 = requests.post('http://overpass-api.de/api/interpreter/', data=query3) f = codecs.open("data/osm_data_full_addr.xml", "wb", "utf-8") r3.encoding = 'utf-8' f.write(r3.text)
|
Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
|
intermediate
|
api
|
refactoring
|
Pythoncode:Python
| 0
| 0
| 2,901
| true
|
[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\nimport requests\nimport codecs\n\nquery1 = \"\"\"<union>\n<query type=\"way\">\n <has-kv k=\"addr:housenumber\"/>\n <has-kv k=\"addr:street:name\"/>\n <has-kv k=\"addr:street:type\"/>\n <has-kv k=\"addr:state\"/>\n <bbox-query e=\"%s\" n=\"%s\" s=\"%s\" w=\"%s\"/>\n</query>\n<query type=\"way\">\n <has-kv k=\"addr:housenumber\"/>\n <has-kv k=\"addr:street:name\"/>\n <has-kv k=\"addr:street:type\"/>\n <has-kv k=\"addr:city\"/>\n <bbox-query e=\"%s\" n=\"%s\" s=\"%s\" w=\"%s\"/>\n</query>\n<query type=\"way\">\n <has-kv k=\"addr:housenumber\"/>\n <has-kv k=\"addr:street:name\"/>\n <has-kv k=\"addr:street:type\"/>\n <has-kv k=\"addr:postcode\"/>\n <bbox-query e=\"%s\" n=\"%s\" s=\"%s\" w=\"%s\"/>\n</query>\n<query type=\"node\">\n <has-kv k=\"addr:housenumber\"/>\n <has-kv k=\"addr:street:name\"/>\n <has-kv k=\"addr:street:type\"/>\n <has-kv k=\"addr:state\"/>\n <bbox-query e=\"%s\" n=\"%s\" s=\"%s\" w=\"%s\"/>\n</query>\n<query type=\"node\">\n <has-kv k=\"addr:housenumber\"/>\n <has-kv k=\"addr:street:name\"/>\n <has-kv k=\"addr:street:type\"/>\n <has-kv k=\"addr:city\"/>\n <bbox-query e=\"%s\" n=\"%s\" s=\"%s\" w=\"%s\"/>\n</query>\n<query type=\"node\">\n <has-kv k=\"addr:housenumber\"/>\n <has-kv k=\"addr:street:name\"/>\n <has-kv k=\"addr:street:type\"/>\n <has-kv k=\"addr:postcode\"/>\n <bbox-query e=\"%s\" n=\"%s\" s=\"%s\" w=\"%s\"/>\n</query>\n</union>\n\n<print/>\"\"\" % ((-70.000000, 50.000000, 25.000000, -125.000000) * 6)\nr1 = requests.post('http://overpass-api.de/api/interpreter/', data=query1)\nr1.encoding = 'utf-8'\n\nf = codecs.open('data/osm_data.xml', encoding='utf-8' , mode='w+')\nf.write(r1.text)\n\n\nquery2 = \"\"\"<union>\n<query type=\"way\">\n <has-kv k=\"addr:street\"/>\n <has-kv k=\"addr:street:name\"/>\n <has-kv k=\"addr:street:prefix\"/>\n <has-kv k=\"addr:street:type\"/>\n <bbox-query e=\"%s\" n=\"%s\" s=\"%s\" w=\"%s\"/>\n</query>\n<query type=\"node\">\n <has-kv k=\"addr:street\"/>\n <has-kv k=\"addr:street:name\"/>\n <has-kv k=\"addr:street:prefix\"/>\n <has-kv k=\"addr:street:type\"/>\n <bbox-query e=\"%s\" n=\"%s\" s=\"%s\" w=\"%s\"/>\n</query>\n</union>\n\n<print/>\"\"\" % ((-87.61309146881104, 41.890042371392965, 41.87234107841773, -87.64235973358154) * 2)\n#r2 = requests.post('http://overpass-api.de/api/interpreter/', data=query2)\n\n#f = codecs.open(\"data/osm_data_street.xml\", \"wb\", \"utf-8\")\n#r2.encoding = 'utf-8'\n#f.write(r2.text)\n\n\nquery3 = \"\"\"<union>\n<query type=\"way\">\n <has-kv k=\"addr:full\" regv=\"^[0-9]+.*[a-z]+.*[0-9]{5}.*\"/>\n <bbox-query e=\"%s\" n=\"%s\" s=\"%s\" w=\"%s\"/>\n </query>\n<query type=\"node\">\n <has-kv k=\"addr:full\" regv=\"^[0-9]+.*[a-z]+.*[0-9]{5}.*\"/>\n <bbox-query e=\"%s\" n=\"%s\" s=\"%s\" w=\"%s\"/>\n</query>\n</union>\n\n<print/>\n\"\"\" % ((-70.000000, 50.000000, 25.000000, -125.000000) * 2)\n\nif __name__ == '__main__' :\n r3 = requests.post('http://overpass-api.de/api/interpreter/', data=query3)\n\n f = codecs.open(\"data/osm_data_full_addr.xml\", \"wb\", \"utf-8\")\n r3.encoding = 'utf-8'\n f.write(r3.text)"}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
5dba9613244bd2e35eb89625f766b4f652fe90d8
|
TheStack--python--000.parquet
|
Repair the syntax errors in this Pythoncode:Python code: #!/usr/bin/env python # -------------------------------------------------------- # Fast R-CNN # Copyright (c) 2015 Microsoft # Licensed under The MIT License [see LICENSE for details] # Written by Ross Girshick # -------------------------------------------------------- def splitall(path): allparts = [] while 1: parts = os.path.split(path) if parts[0] == path: # sentinel for absolute paths allparts.insert(0, parts[0]) break elif parts[1] == path: # sentinel for relative paths allparts.insert(0, parts[1]) break else: path = parts[0] allparts.insert(0, parts[1]) return allparts def parse_args(: """ Parse input arguments """ parser = argparse.ArgumentParser(description='Test a Fast R-CNN network pipeline') parser.add_argument('--gpu', dest='gpu_id', help='GPU id to use', default=0, type=int, required=True) parser.add_argument('--dir', dest='dir', help='Directory of the model files', default="", type=str, required=True) parser.add_argument('--models', dest='model_files', help='Text file with names of models', default=None, type=str, required=True) parser.add_argument('--prototxt', dest='prototxt', help='prototxt', default=None, type=str, required=True) parser.add_argument('--imdb', dest='imdb_name', help='dataset to test', default='ped_test_small', type=str, required=True) parser.add_argument('--cfg', dest='cfg_file', help='cfg', default='experiments/cfgs/faster_rcnn_end2end.yml', type=str) parser.add_argument('--res', dest='res_file', help='result file', default='', type=str, required=True) args = parser.parse_args() return args def run_test_net(gpu_id, caffemodel, prototxt, imdb_name, cfg_file): if cfg_file is not None: cfg_from_file(cfg_file) cfg.GPU_ID = gpu_id print('Using config:') pprint.pprint(cfg) while not os.path.exists(caffemodel): print('Waiting for {} to exist...'.format(caffemodel)) time.sleep(10) caffe.set_mode_gpu() caffe.set_device(gpu_id) net = caffe.Net(prototxt, caffemodel, caffe.TEST) net.name = os.path.splitext(os.path.basename(caffemodel))[0] imdb = get_imdb(imdb_name) if not cfg.TEST.HAS_RPN: imdb.set_proposal_method(cfg.TEST.PROPOSAL_METHOD) n, _ = os.path.splitext(args.caffemodel) paths = splitall(n) proposal_prefix = paths[-1] return test_net(net, imdb, max_per_image=100, vis=False, proposal_prefix=proposal_prefix) ... [1 more functiondefs truncated] ...
|
Syntax Analysis: Syntax Errors Found: • Code truncated in middle of expression - unexpected EOF • Unterminated string literal at line 27 • Unclosed '(' at line 26 - expected ')' Fixes: • Complete the expression on the last line • Add closing quote at line 27 • Add closing ')' bracket
|
intermediate
|
testing
|
syntax_repair
|
Pythoncode:Python
| 3
| 0
| 2,891
| false
|
[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\n#!/usr/bin/env python\n\n# --------------------------------------------------------\n# Fast R-CNN\n# Copyright (c) 2015 Microsoft\n# Licensed under The MIT License [see LICENSE for details]\n# Written by Ross Girshick\n# --------------------------------------------------------\n\ndef splitall(path):\n allparts = []\n while 1:\n parts = os.path.split(path)\n if parts[0] == path: # sentinel for absolute paths\n allparts.insert(0, parts[0])\n break\n elif parts[1] == path: # sentinel for relative paths\n allparts.insert(0, parts[1])\n break\n else:\n path = parts[0]\n allparts.insert(0, parts[1])\n return allparts\n\n\ndef parse_args(:\n \"\"\"\n Parse input arguments\n \"\"\"\n parser = argparse.ArgumentParser(description='Test a Fast R-CNN network pipeline')\n parser.add_argument('--gpu', dest='gpu_id', help='GPU id to use',\n default=0, type=int, required=True)\n parser.add_argument('--dir', dest='dir',\n help='Directory of the model files',\n default=\"\", type=str, required=True)\n parser.add_argument('--models', dest='model_files',\n help='Text file with names of models',\n default=None, type=str, required=True)\n parser.add_argument('--prototxt', dest='prototxt',\n help='prototxt', default=None, type=str, required=True)\n parser.add_argument('--imdb', dest='imdb_name',\n help='dataset to test',\n default='ped_test_small', type=str, required=True)\n parser.add_argument('--cfg', dest='cfg_file',\n help='cfg',\n default='experiments/cfgs/faster_rcnn_end2end.yml', type=str)\n parser.add_argument('--res', dest='res_file',\n help='result file',\n default='', type=str, required=True)\n args = parser.parse_args()\n return args\n\n\ndef run_test_net(gpu_id, caffemodel, prototxt, imdb_name, cfg_file):\n if cfg_file is not None:\n cfg_from_file(cfg_file)\n\n cfg.GPU_ID = gpu_id\n\n print('Using config:')\n pprint.pprint(cfg)\n\n while not os.path.exists(caffemodel):\n print('Waiting for {} to exist...'.format(caffemodel))\n time.sleep(10)\n\n caffe.set_mode_gpu()\n caffe.set_device(gpu_id)\n net = caffe.Net(prototxt, caffemodel, caffe.TEST)\n net.name = os.path.splitext(os.path.basename(caffemodel))[0]\n\n imdb = get_imdb(imdb_name)\n if not cfg.TEST.HAS_RPN:\n imdb.set_proposal_method(cfg.TEST.PROPOSAL_METHOD)\n\n n, _ = os.path.splitext(args.caffemodel)\n paths = splitall(n)\n\n proposal_prefix = paths[-1]\n\n return test_net(net, imdb, max_per_image=100, vis=False, proposal_prefix=proposal_prefix)\n\n\n\n ... [1 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Syntax Analysis:\n\n Syntax Errors Found:\n \u2022 Code truncated in middle of expression - unexpected EOF\n \u2022 Unterminated string literal at line 27\n \u2022 Unclosed '(' at line 26 - expected ')'\n\n Fixes:\n \u2022 Complete the expression on the last line\n \u2022 Add closing quote at line 27\n \u2022 Add closing ')' bracket"}]
| true
|
syntax
|
MISSING_BRACKETS
|
MEDIUM
|
5dbd482917f27cdd677d99ffd355bb76525f3a13
|
TheStack--python--000.parquet
|
Explain this Pythoncode:Python code: from django.conf import settings from django.conf.urls.static import static from django.conf.urls import url from . import views urlpatterns = [ url('^$', views.gallary,name = 'gallary'), url(r'^search/', views.search_image, name='search_image'), url(r'^details/(\d+)',views.search_location,name ='images') ] if settings.DEBUG: urlpatterns+= static(settings.MEDIA_URL, document_root = settings.MEDIA_ROOT)
|
This code demonstrates Pythoncode:Python programming.
|
intermediate
|
ui
|
code_explanation
|
Pythoncode:Python
| 0
| 0
| 469
| true
|
[{"role": "user", "content": "Explain this Pythoncode:Python code:\nfrom django.conf import settings\nfrom django.conf.urls.static import static\nfrom django.conf.urls import url\nfrom . import views\n\n\n\nurlpatterns = [\n url('^$', views.gallary,name = 'gallary'),\n url(r'^search/', views.search_image, name='search_image'),\n url(r'^details/(\\d+)',views.search_location,name ='images')\n]\nif settings.DEBUG:\n urlpatterns+= static(settings.MEDIA_URL, document_root = settings.MEDIA_ROOT)"}, {"role": "assistant", "content": " This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
5dbe1aa985f0f74b54e5721ad988a0ced87ead89
|
TheStack--python--000.parquet
|
Repair the syntax errors in this Pythoncode:Python code: import cv2 import numpy as np from pycocotools.coco import COCO import os from ..dataloading import get_yolox_datadir from .datasets_wrapper import Dataset class MOTDataset(Dataset): """ COCO dataset class. """ def __init__( # This function is called in the exps yolox_x_mot17_half.py in this way: dataset = MOTDataset( # data_dir=os.path.join(get_yolox_datadir(), "mot"), # json_file=self.train_ann, # name='train', # img_size=self.input_size, # preproc=TrainTransform(rgb_means=(0.485, 0.456, 0.406), # std=(0.229, 0.224, 0.225), # max_labels=500,),) self, data_dir=None, json_file="train_half.json", name="train", img_size=(608, 1088), preproc=None, ): """ COCO dataset initialization. Annotation data are read into memory by COCO API. Args: data_dir (str): dataset root directory json_file (str): COCO json file name name (str): COCO data name (e.g. 'train2017' or 'val2017') img_size (int): target image size after pre-processing preproc: data augmentation strategy """ super().__init__(img_size) if data_dir is None: data_dir = os.path.join(get_yolox_datadir(), "mot") self.data_dir = data_dir self.json_file = json_file self.coco = COCO(os.path.join(self.data_dir, "annotations", self.json_file)) self.ids = self.coco.getImgIds() self.class_ids = sorted(self.coco.getCatIds()) cats = self.coco.loadCats(self.coco.getCatIds()) self._classes = tuple([c["name"] for c in cats]) self.annotations = self._load_coco_annotations() self.name = name self.img_size = img_size self.preproc = preproc def __len__(self): return len(self.ids) def _load_coco_annotations(self): return [self.load_anno_from_ids(_ids) for _ids in self.ids] ... [4 more functiondefs truncated] ...
|
Syntax Analysis: Syntax Errors Found: • Code truncated in middle of expression - unexpected EOF • Unterminated string literal at line 12 • Invalid syntax at line 63: ... [4 more functiondefs truncated] ... Fixes: • Complete the expression on the last line • Add closing quote at line 12 • Review syntax near the error location
|
advanced
|
api
|
syntax_repair
|
Pythoncode:Python
| 3
| 1
| 2,745
| true
|
[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\nimport cv2\nimport numpy as np\nfrom pycocotools.coco import COCO\n\nimport os\n\nfrom ..dataloading import get_yolox_datadir\nfrom .datasets_wrapper import Dataset\n\n\nclass MOTDataset(Dataset):\n \"\"\"\n COCO dataset class.\n \"\"\"\n\n def __init__( # This function is called in the exps yolox_x_mot17_half.py in this way: dataset = MOTDataset(\n # data_dir=os.path.join(get_yolox_datadir(), \"mot\"),\n # json_file=self.train_ann,\n # name='train',\n # img_size=self.input_size,\n # preproc=TrainTransform(rgb_means=(0.485, 0.456, 0.406),\n # std=(0.229, 0.224, 0.225),\n # max_labels=500,),)\n self,\n data_dir=None,\n json_file=\"train_half.json\",\n name=\"train\",\n img_size=(608, 1088),\n preproc=None,\n ):\n \"\"\"\n COCO dataset initialization. Annotation data are read into memory by COCO API.\n Args:\n data_dir (str): dataset root directory\n json_file (str): COCO json file name\n name (str): COCO data name (e.g. 'train2017' or 'val2017')\n img_size (int): target image size after pre-processing\n preproc: data augmentation strategy\n \"\"\"\n super().__init__(img_size)\n if data_dir is None:\n data_dir = os.path.join(get_yolox_datadir(), \"mot\")\n self.data_dir = data_dir\n self.json_file = json_file\n\n self.coco = COCO(os.path.join(self.data_dir, \"annotations\", self.json_file))\n self.ids = self.coco.getImgIds()\n self.class_ids = sorted(self.coco.getCatIds())\n cats = self.coco.loadCats(self.coco.getCatIds())\n self._classes = tuple([c[\"name\"] for c in cats])\n self.annotations = self._load_coco_annotations()\n self.name = name\n self.img_size = img_size\n self.preproc = preproc\n\n def __len__(self):\n return len(self.ids)\n\n def _load_coco_annotations(self):\n return [self.load_anno_from_ids(_ids) for _ids in self.ids]\n\n\n ... [4 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Syntax Analysis:\n\n Syntax Errors Found:\n \u2022 Code truncated in middle of expression - unexpected EOF\n \u2022 Unterminated string literal at line 12\n \u2022 Invalid syntax at line 63: ... [4 more functiondefs truncated] ...\n\n\n Fixes:\n \u2022 Complete the expression on the last line\n \u2022 Add closing quote at line 12\n \u2022 Review syntax near the error location"}]
| true
|
syntax
|
BROKEN_INDENTATION
|
MEDIUM
|
5dbebf189d084ec54743890289ba79eb7c5bba5c
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: from __future__ import annotations from typing import Any from cleo.helpers import argument from cleo.helpers import option from tomlkit.toml_document import TOMLDocument class RemoveCommand(InstallerCommand): name = "remove" description = "Removes a package from the project dependencies." arguments = [argument("packages", "The packages to remove.", multiple=True)] options = [ option("group", "G", "The group to remove the dependency from.", flag=False), option("dev", "D", "Remove a package from the development dependencies."),
|
Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Detected Errors: • Unclosed '[' at line 16 - expected ']' • Block at line 10 has no indented body • SyntaxError: '[' was never closed at line 16 Fix: Complete the truncated code structure
|
advanced
|
machine_learning
|
error_detection
|
Pythoncode:Python
| 0
| 1
| 570
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nfrom __future__ import annotations\n\nfrom typing import Any\n\nfrom cleo.helpers import argument\nfrom cleo.helpers import option\nfrom tomlkit.toml_document import TOMLDocument\n\n\nclass RemoveCommand(InstallerCommand):\n\n name = \"remove\"\n description = \"Removes a package from the project dependencies.\"\n\n arguments = [argument(\"packages\", \"The packages to remove.\", multiple=True)]\n options = [\n option(\"group\", \"G\", \"The group to remove the dependency from.\", flag=False),\n option(\"dev\", \"D\", \"Remove a package from the development dependencies.\"),"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: HARD_CUT\n Error: SyntaxError / EOF\n\n Detected Errors:\n \u2022 Unclosed '[' at line 16 - expected ']'\n \u2022 Block at line 10 has no indented body\n \u2022 SyntaxError: '[' was never closed at line 16\n\n Fix: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
5dbf449975065338e5216b26f0b50de7db0d2cd0
|
TheStack--python--000.parquet
|
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