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Fix this broken Pythoncode:Python code: import copy import unittest import networkx as nx import numpy as np from scipy.special import erf from dfn import Fluid, FractureNetworkThermal class TestFractureNetworkThermal(unittest.TestCase): def __init__(self, *args, **kwargs): super(TestFractureNetworkThermal, self).__init__(*args, **kwargs) # fluid properties cp_w = 4300.0 rho_w = 1000.0 mu_w = 1E-3 self.fluid = Fluid(density=rho_w, viscosity=mu_w, heat_capacity=cp_w) # reservoir properties k_r = 2.9 cp_r = 1050.0 rho_r = 2700.0 alpha_r = k_r / (rho_r * cp_r) # first network conn_1 = [(0, 1), (1, 2), (1, 3), (2, 4), (3, 4), (4, 5)] L_1 = [100, 500, 500, 500, 500, 100] H_1 = [500, 500, 500, 500, 500, 500] w_1 = [1E-3, 1E-3, 1E-3, 1E-3, 1E-3, 1E-3] self.network_1 = FractureNetworkThermal(conn_1, L_1, H_1, w_1, k_r, alpha_r) # second network conn_2 = [(0, 1), (1, 2), (2, 3), (1, 4), (2, 5), (3, 6), (4, 5), (5, 6), (4, 7), (5, 8), (6, 9), (7, 8), (8, 9), (9, 10)] L_2 = 250 * np.ones(len(conn_2)) L_2[0] = 100 L_2[-1] = 100 H_2 = 500 * np.ones(len(conn_2)) w_2 = 1E-3 * np.ones(len(conn_2)) self.network_2 = FractureNetworkThermal(conn_2, L_2, H_2, w_2, k_r, Error: SyntaxError / EOF
|
Fixed Code: import copy import unittest import networkx as nx import numpy as np from scipy.special import erf from dfn import Fluid, FractureNetworkThermal class TestFractureNetworkThermal(unittest.TestCase): def __init__(self, *args, **kwargs): super(TestFractureNetworkThermal, self).__init__(*args, **kwargs) # fluid properties cp_w = 4300.0 rho_w = 1000.0 mu_w = 1E-3 self.fluid = Fluid(density=rho_w, viscosity=mu_w, heat_capacity=cp_w) Explanation: Complete the truncated code structure
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advanced
|
testing
|
error_fixing
|
Pythoncode:Python
| 5
| 1
| 1,408
| true
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\nimport copy\nimport unittest\n\nimport networkx as nx\nimport numpy as np\nfrom scipy.special import erf\n\nfrom dfn import Fluid, FractureNetworkThermal\n\n\nclass TestFractureNetworkThermal(unittest.TestCase):\n\n def __init__(self, *args, **kwargs):\n super(TestFractureNetworkThermal, self).__init__(*args, **kwargs)\n\n # fluid properties\n cp_w = 4300.0\n rho_w = 1000.0\n mu_w = 1E-3\n self.fluid = Fluid(density=rho_w, viscosity=mu_w, heat_capacity=cp_w)\n\n # reservoir properties\n k_r = 2.9\n cp_r = 1050.0\n rho_r = 2700.0\n alpha_r = k_r / (rho_r * cp_r)\n\n # first network\n conn_1 = [(0, 1), (1, 2), (1, 3), (2, 4), (3, 4), (4, 5)]\n L_1 = [100, 500, 500, 500, 500, 100]\n H_1 = [500, 500, 500, 500, 500, 500]\n w_1 = [1E-3, 1E-3, 1E-3, 1E-3, 1E-3, 1E-3]\n self.network_1 = FractureNetworkThermal(conn_1, L_1, H_1, w_1, k_r,\n alpha_r)\n\n # second network\n conn_2 = [(0, 1), (1, 2), (2, 3), (1, 4), (2, 5), (3, 6), (4, 5),\n (5, 6), (4, 7), (5, 8), (6, 9), (7, 8), (8, 9), (9, 10)]\n L_2 = 250 * np.ones(len(conn_2))\n L_2[0] = 100\n L_2[-1] = 100\n H_2 = 500 * np.ones(len(conn_2))\n w_2 = 1E-3 * np.ones(len(conn_2))\n self.network_2 = FractureNetworkThermal(conn_2, L_2, H_2, w_2, k_r,\n \n\n Error: SyntaxError / EOF"}, {"role": "assistant", "content": " Fixed Code:\n\n\nimport copy\nimport unittest\n\nimport networkx as nx\nimport numpy as np\nfrom scipy.special import erf\n\nfrom dfn import Fluid, FractureNetworkThermal\n\n\nclass TestFractureNetworkThermal(unittest.TestCase):\n\n def __init__(self, *args, **kwargs):\n super(TestFractureNetworkThermal, self).__init__(*args, **kwargs)\n\n # fluid properties\n cp_w = 4300.0\n rho_w = 1000.0\n mu_w = 1E-3\n self.fluid = Fluid(density=rho_w, viscosity=mu_w, heat_capacity=cp_w)\n\n Explanation: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
9164b76283b749a665c678ccd635362448fe685d
|
TheStack--python--000.parquet
|
Review this Pythoncode:Python code: class TrackerFeeder(object): """ Feeder for the trackers of the FinanceHub database. """ def __init__(self, db_connect): """ Feeder construction :param db_connect: sql connection engine from sqlalchemy """ self.conn = db_connect.connection def fetch(self, fh_ticker): """ grabs trackers from the FH database :param fh_ticker: str or list with the tickers from the database trackers :return: pandas DataFrame with tickers on the columns """ assert type(fh_ticker) is str or type(fh_ticker) is list or type(fh_ticker) is dict, \ "'tickers' must be a string, list or dict" sql_query = 'SELECT time_stamp, fh_ticker, value FROM "trackers" WHERE ' if type(fh_ticker) is str: sql_query = sql_query + "fh_ticker IN ('" + fh_ticker + "')" elif type(fh_ticker) is list: sql_query = sql_query + "fh_ticker IN ('" + "', '".join(fh_ticker) + "')" elif type(fh_ticker) is dict: sql_query = sql_query + "fh_ticker IN ('" + "', '".join(list(fh_ticker.keys())) + "')" df = pd.read_sql(sql=sql_query, con=self.conn) df = df.pivot(index='time_stamp', columns='fh_ticker', values='value') if type(fh_ticker) is dict: df = df.rename(fh_ticker, axis=1) df.index = pd.to_datetime(df.index) df = df.dropna(how='all') df = df.sort_index() return df def fetch_metadata(self): """ Returns the full metadata table of the FH trackers, which is useful to do custom filters and look at what is in the database. :return: pandas Dataframe """ sql_query = 'SELECT * FROM "trackers_description"' df = pd.read_sql(sql=sql_query, con=self.conn) return df ... [12 more functiondefs truncated] ...
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Code Review: ❌ Critical issues: Code truncated in middle of expression - unexpected EOF Unterminated string literal at line 2 Invalid syntax at line 57: ... [12 more functiondefs truncated] ... ⚠️ Code quality: Unexpected indentation at line 3 Unexpected indentation at line 4 Unexpected indentation at line 8 Unexpected indentation at line 9 Unexpected indentation at line 10 Unexpected indentation at line 11 Unexpected indentation at line 15 Unexpected indentation at line 16 Unexpected indentation at line 17 Unexpected indentation at line 18 Unexpected indentation at line 21 Unexpected indentation at line 35 Unexpected indentation at line 41 Unexpected indentation at line 42 Unexpected indentation at line 48 Unexpected indentation at line 49 Unexpected indentation at line 50 Unexpected indentation at line 51 Unexpected indentation at line 52 Unexpected indentation at line 53 Unexpected indentation at line 54 ✨ Improvements: Complete the expression on the last line Add closing quote at line 2 Review syntax near the error location
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advanced
|
testing
|
code_review
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Pythoncode:Python
| 3
| 1
| 1,904
| false
|
[{"role": "user", "content": "Review this Pythoncode:Python code:\nclass TrackerFeeder(object):\n \"\"\"\n Feeder for the trackers of the FinanceHub database.\n \"\"\"\n\n def __init__(self, db_connect):\n \"\"\"\n Feeder construction\n :param db_connect: sql connection engine from sqlalchemy\n \"\"\"\n self.conn = db_connect.connection\n\n def fetch(self, fh_ticker):\n \"\"\"\n grabs trackers from the FH database\n :param fh_ticker: str or list with the tickers from the database trackers\n :return: pandas DataFrame with tickers on the columns\n \"\"\"\n\n assert type(fh_ticker) is str or type(fh_ticker) is list or type(fh_ticker) is dict, \\\n \"'tickers' must be a string, list or dict\"\n\n sql_query = 'SELECT time_stamp, fh_ticker, value FROM \"trackers\" WHERE '\n\n if type(fh_ticker) is str:\n sql_query = sql_query + \"fh_ticker IN ('\" + fh_ticker + \"')\"\n\n elif type(fh_ticker) is list:\n sql_query = sql_query + \"fh_ticker IN ('\" + \"', '\".join(fh_ticker) + \"')\"\n\n elif type(fh_ticker) is dict:\n sql_query = sql_query + \"fh_ticker IN ('\" + \"', '\".join(list(fh_ticker.keys())) + \"')\"\n\n df = pd.read_sql(sql=sql_query, con=self.conn)\n df = df.pivot(index='time_stamp', columns='fh_ticker', values='value')\n\n if type(fh_ticker) is dict:\n df = df.rename(fh_ticker, axis=1)\n\n df.index = pd.to_datetime(df.index)\n df = df.dropna(how='all')\n df = df.sort_index()\n\n return df\n\n def fetch_metadata(self):\n \"\"\"\n Returns the full metadata table of the FH trackers, which is useful to do custom filters and look at what\n is in the database.\n :return: pandas Dataframe\n \"\"\"\n sql_query = 'SELECT * FROM \"trackers_description\"'\n df = pd.read_sql(sql=sql_query, con=self.conn)\n return df\n\n\n ... [12 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Code Review:\n\n\n\u274c Critical issues:\n Code truncated in middle of expression - unexpected EOF\n Unterminated string literal at line 2\n Invalid syntax at line 57: ... [12 more functiondefs truncated] ...\n\n\n\u26a0\ufe0f Code quality:\n Unexpected indentation at line 3\n Unexpected indentation at line 4\n Unexpected indentation at line 8\n Unexpected indentation at line 9\n Unexpected indentation at line 10\n Unexpected indentation at line 11\n Unexpected indentation at line 15\n Unexpected indentation at line 16\n Unexpected indentation at line 17\n Unexpected indentation at line 18\n Unexpected indentation at line 21\n Unexpected indentation at line 35\n Unexpected indentation at line 41\n Unexpected indentation at line 42\n Unexpected indentation at line 48\n Unexpected indentation at line 49\n Unexpected indentation at line 50\n Unexpected indentation at line 51\n Unexpected indentation at line 52\n Unexpected indentation at line 53\n Unexpected indentation at line 54\n\n\u2728 Improvements:\n Complete the expression on the last line\n Add closing quote at line 2\n Review syntax near the error location"}]
| false
| null | null | null |
91674cee92c414668d806e044c2d5ffc326ce9fc
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TheStack--python--000.parquet
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Suggest refactoring for this Pythoncode:Python code: from configparser import ConfigParser CONFIG_INT_KEYS = { 'hadoop_max_nodes_count', 'hadoop_ebs_volumes_count', 'hadoop_ebs_volume_size', 'spark_max_nodes_count', 'spark_ebs_volumes_count', 'spark_ebs_volume_size' } def read_config(config_path): parser = ConfigParser() parser.read(config_path) config = {} for section in parser.sections(): for (config_key, config_value) in parser.items(section): config[config_key] = int(config_value) if config_key in CONFIG_INT_KEYS else config_value return config
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Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
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intermediate
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data_processing
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refactoring
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Pythoncode:Python
| 1
| 0
| 569
| true
|
[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\nfrom configparser import ConfigParser\n\nCONFIG_INT_KEYS = {\n 'hadoop_max_nodes_count',\n 'hadoop_ebs_volumes_count',\n 'hadoop_ebs_volume_size',\n 'spark_max_nodes_count',\n 'spark_ebs_volumes_count',\n 'spark_ebs_volume_size'\n}\n\n\ndef read_config(config_path):\n parser = ConfigParser()\n parser.read(config_path)\n config = {}\n for section in parser.sections():\n for (config_key, config_value) in parser.items(section):\n config[config_key] = int(config_value) if config_key in CONFIG_INT_KEYS else config_value\n return config"}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
9167fe0a7f3eeef9305940bbccf9dcc614aaf736
|
TheStack--python--000.parquet
|
Suggest refactoring for this Pythoncode:Python code: from flask import Blueprint from .hooks import admin_auth from ...api_utils import * bp_admin_api = Blueprint('bp_admin_api', __name__) bp_admin_api.register_error_handler(APIError, handle_api_error) bp_admin_api.register_error_handler(500, handle_500_error) bp_admin_api.register_error_handler(400, handle_400_error) bp_admin_api.register_error_handler(401, handle_401_error) bp_admin_api.register_error_handler(403, handle_403_error) bp_admin_api.register_error_handler(404, handle_404_error) bp_admin_api.before_request(before_api_request) bp_admin_api.before_request(admin_auth) from . import v_admin
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Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
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intermediate
|
api
|
refactoring
|
Pythoncode:Python
| 0
| 0
| 609
| true
|
[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\nfrom flask import Blueprint\n\nfrom .hooks import admin_auth\nfrom ...api_utils import *\n\n\nbp_admin_api = Blueprint('bp_admin_api', __name__)\nbp_admin_api.register_error_handler(APIError, handle_api_error)\nbp_admin_api.register_error_handler(500, handle_500_error)\nbp_admin_api.register_error_handler(400, handle_400_error)\nbp_admin_api.register_error_handler(401, handle_401_error)\nbp_admin_api.register_error_handler(403, handle_403_error)\nbp_admin_api.register_error_handler(404, handle_404_error)\nbp_admin_api.before_request(before_api_request)\nbp_admin_api.before_request(admin_auth)\n\nfrom . import v_admin"}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
91685cf5f5c65ae2f279254e25c1a73ac7408132
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TheStack--python--000.parquet
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Review this Pythoncode:Python code: import pandas as pd import numpy as np import os import tensorflow as tf import functools ####### STUDENTS FILL THIS OUT ###### #Question 3 def reduce_dimension_ndc(df, ndc_df): ''' df: pandas dataframe, input dataset ndc_df: pandas dataframe, drug code dataset used for mapping in generic names return: df: pandas dataframe, output dataframe with joined generic drug name ''' ndc_df["Non-proprietary Name"]= ndc_df["Non-proprietary Name"].str.replace("Hcl", "Hydrochloride") ndc_df["Non-proprietary Name"]= ndc_df["Non-proprietary Name"].str.replace(" And ", "-") ndc_df["Non-proprietary Name"]= (ndc_df["Non-proprietary Name"].str.strip()).str.upper() # ndc_df["Dosage Form"]= ndc_df["Dosage Form"].str.replace("Tablet, Film Coated", "TABLET") # ndc_df["Dosage Form"]= ndc_df["Dosage Form"].str.replace("Tablet, Coated", "TABLET") # ndc_df["Dosage Form"]= ndc_df["Dosage Form"].str.replace("Tablet, Film Coated, Extended Release", "Tablet Extended Release") # ndc_df["Dosage Form"]= ndc_df["Dosage Form"].str.replace("Tablet, Extended Release", "Tablet Extended Release") # ndc_df["Dosage Form"]= ndc_df["Dosage Form"].str.replace("For Suspension, Extended Release", "For Suspension Extended Release") # ndc_df["Dosage Form"]= ndc_df["Dosage Form"].str.replace("Powder, Metered", "Powder Metered") # ndc_df["Dosage Form"]= (ndc_df["Dosage Form"].str.strip()).str.upper() # ndc_df["generic_drug_name"]= ndc_df["Non-proprietary Name"]+"_"+ndc_df["Dosage Form"] ndc_df["generic_drug_name"]= ndc_df["Non-proprietary Name"] df_reduce_dimension = pd.merge(df, ndc_df, on=['ndc_code'], how='inner') df_reduce_dimension['LABEL'] = 0 reduce_dim_df= df_reduce_dimension.drop(columns=['Proprietary Name', 'Non-proprietary Name', 'Dosage Form', 'Route Name', 'Company Name', 'Product Type']) return reduce_dim_df #Question 4 def select_first_encounter(df): ''' df: pandas dataframe, dataframe with all encounters return: - first_encounter_df: pandas dataframe, dataframe with only the first encounter for a given patient ''' first_encounter_df = df.sort_values('encounter_id').groupby('patient_nbr').first() first_encounter_df = first_encounter_df.reset_index() return first_encounter_df #Question 6 ... [6 more functiondefs truncated] ...
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Code Review: ❌ Critical issues: Code truncated in middle of expression - unexpected EOF Unterminated string literal at line 10 Invalid syntax at line 53: ... [6 more functiondefs truncated] ... ⚠️ Code quality: Unexpected indentation at line 11 Unexpected indentation at line 12 Unexpected indentation at line 13 Unexpected indentation at line 15 Unexpected indentation at line 16 Unexpected indentation at line 17 Unexpected indentation at line 18 Unexpected indentation at line 20 Unexpected indentation at line 29 Unexpected indentation at line 30 Unexpected indentation at line 31 Unexpected indentation at line 32 Unexpected indentation at line 33 Unexpected indentation at line 40 Unexpected indentation at line 41 Unexpected indentation at line 43 Unexpected indentation at line 44 Unexpected indentation at line 46 Unexpected indentation at line 47 Unexpected indentation at line 48 ✨ Improvements: Complete the expression on the last line Add closing quote at line 10 Review syntax near the error location
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intermediate
|
database
|
code_review
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Pythoncode:Python
| 2
| 0
| 2,397
| true
|
[{"role": "user", "content": "Review this Pythoncode:Python code:\nimport pandas as pd\nimport numpy as np\nimport os\nimport tensorflow as tf\nimport functools\n\n####### STUDENTS FILL THIS OUT ######\n#Question 3\ndef reduce_dimension_ndc(df, ndc_df):\n '''\n df: pandas dataframe, input dataset\n ndc_df: pandas dataframe, drug code dataset used for mapping in generic names\n return:\n df: pandas dataframe, output dataframe with joined generic drug name\n ''' \n ndc_df[\"Non-proprietary Name\"]= ndc_df[\"Non-proprietary Name\"].str.replace(\"Hcl\", \"Hydrochloride\")\n ndc_df[\"Non-proprietary Name\"]= ndc_df[\"Non-proprietary Name\"].str.replace(\" And \", \"-\") \n \n ndc_df[\"Non-proprietary Name\"]= (ndc_df[\"Non-proprietary Name\"].str.strip()).str.upper()\n \n# ndc_df[\"Dosage Form\"]= ndc_df[\"Dosage Form\"].str.replace(\"Tablet, Film Coated\", \"TABLET\")\n# ndc_df[\"Dosage Form\"]= ndc_df[\"Dosage Form\"].str.replace(\"Tablet, Coated\", \"TABLET\")\n# ndc_df[\"Dosage Form\"]= ndc_df[\"Dosage Form\"].str.replace(\"Tablet, Film Coated, Extended Release\", \"Tablet Extended Release\")\n# ndc_df[\"Dosage Form\"]= ndc_df[\"Dosage Form\"].str.replace(\"Tablet, Extended Release\", \"Tablet Extended Release\")\n# ndc_df[\"Dosage Form\"]= ndc_df[\"Dosage Form\"].str.replace(\"For Suspension, Extended Release\", \"For Suspension Extended Release\")\n# ndc_df[\"Dosage Form\"]= ndc_df[\"Dosage Form\"].str.replace(\"Powder, Metered\", \"Powder Metered\")\n# ndc_df[\"Dosage Form\"]= (ndc_df[\"Dosage Form\"].str.strip()).str.upper()\n# ndc_df[\"generic_drug_name\"]= ndc_df[\"Non-proprietary Name\"]+\"_\"+ndc_df[\"Dosage Form\"]\n ndc_df[\"generic_drug_name\"]= ndc_df[\"Non-proprietary Name\"]\n df_reduce_dimension = pd.merge(df, ndc_df, on=['ndc_code'], how='inner')\n df_reduce_dimension['LABEL'] = 0\n reduce_dim_df= df_reduce_dimension.drop(columns=['Proprietary Name', 'Non-proprietary Name', 'Dosage Form', 'Route Name', 'Company Name', 'Product Type'])\n \n return reduce_dim_df \n\n\n#Question 4\ndef select_first_encounter(df):\n '''\n df: pandas dataframe, dataframe with all encounters\n return:\n - first_encounter_df: pandas dataframe, dataframe with only the first encounter for a given patient\n '''\n \n first_encounter_df = df.sort_values('encounter_id').groupby('patient_nbr').first()\n first_encounter_df = first_encounter_df.reset_index()\n return first_encounter_df\n \n\n\n#Question 6\n\n ... [6 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Code Review:\n\n\n\u274c Critical issues:\n Code truncated in middle of expression - unexpected EOF\n Unterminated string literal at line 10\n Invalid syntax at line 53: ... [6 more functiondefs truncated] ...\n\n\n\u26a0\ufe0f Code quality:\n Unexpected indentation at line 11\n Unexpected indentation at line 12\n Unexpected indentation at line 13\n Unexpected indentation at line 15\n Unexpected indentation at line 16\n Unexpected indentation at line 17\n Unexpected indentation at line 18\n Unexpected indentation at line 20\n Unexpected indentation at line 29\n Unexpected indentation at line 30\n Unexpected indentation at line 31\n Unexpected indentation at line 32\n Unexpected indentation at line 33\n Unexpected indentation at line 40\n Unexpected indentation at line 41\n Unexpected indentation at line 43\n Unexpected indentation at line 44\n Unexpected indentation at line 46\n Unexpected indentation at line 47\n Unexpected indentation at line 48\n\n\u2728 Improvements:\n Complete the expression on the last line\n Add closing quote at line 10\n Review syntax near the error location"}]
| false
| null | null | null |
916aaa2f9132fad05b66933ca386d50c7aed073b
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TheStack--python--000.parquet
|
Repair the syntax errors in this Pythoncode:Python code: import matplotlib.pyplot as plt import matplotlib as mpl import numpy as np import copy from core_tools.utility.plotting.plot_settings import plot_layout, graph_settings_1D, _1D_raw_plot_data from core_tools.utility.plotting.plot_general import _data_plotter class plotter_1D(_data_plotter): def __init__(self, plt_layout = plot_layout(), graph_setings = graph_settings_1D()): self.plot_layout = plt_layout self.local_data = np.empty([plt_layout.n_plots_y, plt_layout.n_plots_x], dtype = _1D_plot_single) for i in range(self.local_data.size): self.local_data.flat[i] = _1D_plot_single(graph_setings) class _1D_plot_single: def __init__(self, graph_settings): self.settings = copy.copy(graph_settings) #default settings self.data = [] self.x_lim = None self.y_lim = None def set_labels(self, xlabel, ylabel): self.settings.xlabel = xlabel self.settings.ylabel = ylabel def set_range(self, x_range=None, y_range=None): if x_range is not None: self.x_lim = x_range if y_range is not None: self.y_lim = y_range def add_data(self, x, y, xerr = None, yerr = None, label = None, settings = None, w=None, c=None, alpha=None): if settings == None: settings = copy.copy(self.settings) else: settings = copy.copy(settings) if label is not None: settings.label = label if w is not None: if 'l' not in w: settings.linestyle = '' if 'p' in w: settings.marker = 'o' if c is not None: settings.color = c if alpha is not None: settings.alpha = alpha self.data += [_1D_raw_plot_data(x,y, xerr, yerr, settings)] ... [1 more functiondefs truncated] ...
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Syntax Analysis: Syntax Errors Found: • Code truncated in middle of expression - unexpected EOF • IndentationError at line 6 Fixes: • Complete the expression on the last line • Fix indentation to match Python syntax rules
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advanced
|
oop
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syntax_repair
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Pythoncode:Python
| 5
| 2
| 1,646
| true
|
[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\nimport matplotlib.pyplot as plt\nimport matplotlib as mpl\nimport numpy as np\nimport copy\n\n from core_tools.utility.plotting.plot_settings import plot_layout, graph_settings_1D, _1D_raw_plot_data\nfrom core_tools.utility.plotting.plot_general import _data_plotter\n\n class plotter_1D(_data_plotter):\n\tdef __init__(self, plt_layout = plot_layout(), graph_setings = graph_settings_1D()):\n\t\tself.plot_layout = plt_layout\n\t\tself.local_data = np.empty([plt_layout.n_plots_y, plt_layout.n_plots_x], dtype = _1D_plot_single)\n\n\t\tfor i in range(self.local_data.size):\n\t\t\tself.local_data.flat[i] = _1D_plot_single(graph_setings)\n\nclass _1D_plot_single:\n\tdef __init__(self, graph_settings):\n\t\tself.settings = copy.copy(graph_settings) #default settings\n\t\tself.data = []\n\t\tself.x_lim = None\n\t\tself.y_lim = None\n\n\tdef set_labels(self, xlabel, ylabel):\n\t\tself.settings.xlabel = xlabel\n\t\tself.settings.ylabel = ylabel\n\n\tdef set_range(self, x_range=None, y_range=None):\n\t\tif x_range is not None:\n\t\t\tself.x_lim = x_range\n\t\tif y_range is not None:\n\t\t\tself.y_lim = y_range\n\n\n\tdef add_data(self, x, y, xerr = None, yerr = None, label = None, settings = None, w=None, c=None, alpha=None):\n\t\tif settings == None:\n\t\t\tsettings = copy.copy(self.settings)\n\t\telse:\n\t\t\tsettings = copy.copy(settings)\n\t\tif label is not None:\n \t\t\tsettings.label = label\n\t\tif w is not None:\n\t\t\tif 'l' not in w:\n\t\t\t\tsettings.linestyle = ''\n\t\t\tif 'p' in w:\n\t\t\t\tsettings.marker = 'o'\n\t\tif c is not None:\n\t\t\tsettings.color = c\n\t\tif alpha is not None:\n\t\t\tsettings.alpha = alpha\n\n\t\tself.data += [_1D_raw_plot_data(x,y, xerr, yerr, settings)]\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 IndentationError at line 6\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
|
916ad498f5f7937a47cd76bb93a7df7cec38d72f
|
TheStack--python--000.parquet
|
Find the logical error in this Pythoncode:Python code: # last edit date: 2016/11/2 # author: Forec # LICENSE # Copyright (c) 2015-2017, Forec <forec@bupt.edu.cn> # Permission to use, copy, modify, and/or distribute this code for any # purpose with or without fee is hereby granted, provided that the above # copyright notice and this permission notice appear in all copies. # THE SOFTWARE IS PROVIDED "AS IS" AND THE AUTHOR DISCLAIMS ALL WARRANTIES # WITH REGARD TO THIS SOFTWARE INCLUDING ALL IMPLIED WARRANTIES OF # MERCHANTABILITY AND FITNESS. IN NO EVENT SHALL THE AUTHOR BE LIABLE FOR # ANY SPECIAL, DIRECT, INDIRECT, OR CONSEQUENTIAL DAMAGES OR ANY DAMAGES # WHATSOEVER RESULTING FROM LOSS OF USE, DATA OR PROFITS, WHETHER IN AN # ACTION OF CONTRACT, NEGLIGENCE OR OTHER TORTIOUS ACTION, ARISING OUT OF # OR IN CONNECTION WITH THE USE OR PERFORMANCE OF THIS SOFTWARE. from socket import * import threading import pyaudio import wave import sys import zlib import struct import pickle import time import numpy as np class Audio_Server(threading.Thread): def __init__(self, remoteIP, remotePort, remoteVersion) : threading.Thread.__init__(self) self.setDaemon(True) self.ADDR = (remoteIP, remotePort) if remoteVersion == 4: self.sock = socket(AF_INET ,SOCK_STREAM) else: self.sock = socket(AF_INET6 ,SOCK_STREAM) self.p = pyaudio.PyAudio() self.stream = None def __del__(self): if self.sock != None: self.sock.close() if self.stream is not None: try: self.stream.stop_stream() self.stream.close() except: pass if self.p is not None: try: self.p.terminate() except: pass ... [5 more functiondefs truncated] ...
|
Logical Error Analysis: Error Type: WRONG_COMPARISON Issue: Using != instead of is not for None Severity: LOW Location: Line 41 Buggy code: if self.sock != None: Should be: if self.sock is not None: Explanation: Non-pythonic comparison - works but not idiomatic Fix: Use "is/is not" for None, avoid explicit True comparison
|
advanced
|
database
|
logical_errors
|
Pythoncode:Python
| 2
| 1
| 1,824
| true
|
[{"role": "user", "content": "Find the logical error in this Pythoncode:Python code:\n# last edit date: 2016/11/2\n# author: Forec\n# LICENSE\n# Copyright (c) 2015-2017, Forec <forec@bupt.edu.cn>\n\n# Permission to use, copy, modify, and/or distribute this code for any\n# purpose with or without fee is hereby granted, provided that the above\n# copyright notice and this permission notice appear in all copies.\n\n# THE SOFTWARE IS PROVIDED \"AS IS\" AND THE AUTHOR DISCLAIMS ALL WARRANTIES\n# WITH REGARD TO THIS SOFTWARE INCLUDING ALL IMPLIED WARRANTIES OF\n# MERCHANTABILITY AND FITNESS. IN NO EVENT SHALL THE AUTHOR BE LIABLE FOR\n# ANY SPECIAL, DIRECT, INDIRECT, OR CONSEQUENTIAL DAMAGES OR ANY DAMAGES\n# WHATSOEVER RESULTING FROM LOSS OF USE, DATA OR PROFITS, WHETHER IN AN\n# ACTION OF CONTRACT, NEGLIGENCE OR OTHER TORTIOUS ACTION, ARISING OUT OF\n# OR IN CONNECTION WITH THE USE OR PERFORMANCE OF THIS SOFTWARE.\n\nfrom socket import *\nimport threading\nimport pyaudio\nimport wave\nimport sys\nimport zlib\nimport struct\nimport pickle\nimport time\nimport numpy as np\n\nclass Audio_Server(threading.Thread):\n def __init__(self, remoteIP, remotePort, remoteVersion) :\n threading.Thread.__init__(self)\n self.setDaemon(True)\n self.ADDR = (remoteIP, remotePort)\n if remoteVersion == 4:\n self.sock = socket(AF_INET ,SOCK_STREAM)\n else:\n self.sock = socket(AF_INET6 ,SOCK_STREAM)\n self.p = pyaudio.PyAudio()\n self.stream = None\n def __del__(self):\n if self.sock != None:\n self.sock.close()\n if self.stream is not None:\n try:\n self.stream.stop_stream()\n self.stream.close()\n except:\n pass\n if self.p is not None: \n try:\n self.p.terminate()\n except:\n pass\n\n ... [5 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Logical Error Analysis:\n\n Error Type: WRONG_COMPARISON\n Issue: Using != instead of is not for None\n Severity: LOW\n\n Location: Line 41\n\n Buggy code:\n if self.sock != None:\n\n Should be:\n if self.sock is not None:\n\n Explanation: Non-pythonic comparison - works but not idiomatic\n Fix: Use \"is/is not\" for None, avoid explicit True comparison"}]
| true
|
logical
|
WRONG_COMPARISON
|
LOW
|
916bb212bcbe679ba4c75cb54521ee006fb78140
|
TheStack--python--000.parquet
|
Complete this incomplete Pythoncode:Python code: from .base import ArticleView, ArticlePreviewView, ArticleListView, SearchView, LandingView, \ CategoryView, TagView, SubscribeForUpdates, UnsubscribeFromUpdates ... code continues ...
|
Completion: Missing: Code truncated abruptly - unexpected end of file To complete: • Complete the truncated code structure Example continuation: from .ajax import GetArticleSlugAjax, TagsAutocompleteAjax from .errors import page_not_found, server_error
|
intermediate
|
ui
|
incomplete_code
|
Pythoncode:Python
| 0
| 0
| 165
| true
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\nfrom .base import ArticleView, ArticlePreviewView, ArticleListView, SearchView, LandingView, \\\n CategoryView, TagView, SubscribeForUpdates, UnsubscribeFromUpdates\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:\nfrom .ajax import GetArticleSlugAjax, TagsAutocompleteAjax\nfrom .errors import page_not_found, server_error"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
916cb78c9e97224f18aea1ae145aa0983c3481c1
|
TheStack--python--000.parquet
|
Suggest refactoring for this Pythoncode:Python code: # by MrSteyk & Dogecore # TODO: extraction instructions & testing import json import os.path from typing import List import bpy def load_material_data_from_name(subpath): full_path = MATERIAL_LOAD_PATH + subpath + ".json" if not os.path.isfile(full_path): return False return json.load(open(full_path, "rb")) def load_image_from_subpath(subpath): full_path = MATERIAL_LOAD_PATH + subpath if not os.path.isfile(full_path): return False return bpy.data.images.load(full_path) ... [1 more functiondefs truncated] ...
|
Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
|
intermediate
|
testing
|
refactoring
|
Pythoncode:Python
| 2
| 0
| 568
| true
|
[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\n# by MrSteyk & Dogecore\n# TODO: extraction instructions & testing\nimport json\nimport os.path\nfrom typing import List\n\nimport bpy\n\n\ndef load_material_data_from_name(subpath):\n full_path = MATERIAL_LOAD_PATH + subpath + \".json\"\n if not os.path.isfile(full_path):\n return False\n return json.load(open(full_path, \"rb\"))\n\n\ndef load_image_from_subpath(subpath):\n full_path = MATERIAL_LOAD_PATH + subpath\n if not os.path.isfile(full_path):\n return False\n return bpy.data.images.load(full_path)\n\n\n\n ... [1 more functiondefs truncated] ..."}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
916d6d6dc88be47cd9a443a50f8be165dfb36ec7
|
TheStack--python--000.parquet
|
Complete this incomplete Pythoncode:Python code: from django.db import models TASK_STATUS = ( ("c", "created"), ("p", "progress"), ("s", "success"), ("f", "failed") ) class TaskModel(models.Model): lastrunned = models.DateTimeField( "lastrunned", auto_now=False, auto_now_add=False) taskname = models.CharField("taskname", max_length=50) ... code continues ...
|
Completion: Missing: Code truncated abruptly - unexpected end of file To complete: • Complete the truncated code structure Example continuation: status = models.CharField(max_length=1, choices=TASK_STATUS, default='c') fail = models.TextField("fail", blank=True, null=True) def __str__(self) -> str: return f"{self.taskname} - {self.lastrunned}"
|
advanced
|
machine_learning
|
incomplete_code
|
Pythoncode:Python
| 1
| 2
| 325
| true
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\nfrom django.db import models\n\n\nTASK_STATUS = (\n (\"c\", \"created\"), \n (\"p\", \"progress\"), \n (\"s\", \"success\"),\n (\"f\", \"failed\")\n)\n\nclass TaskModel(models.Model):\n lastrunned = models.DateTimeField(\n \"lastrunned\", auto_now=False, auto_now_add=False)\n taskname = models.CharField(\"taskname\", max_length=50)\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 status = models.CharField(max_length=1, choices=TASK_STATUS, default='c')\n fail = models.TextField(\"fail\", blank=True, null=True)\n def __str__(self) -> str:\n return f\"{self.taskname} - {self.lastrunned}\""}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
916e1ddff0241cef174fcd4e5ccac0206688c76b
|
TheStack--python--000.parquet
|
Suggest refactoring for this Pythoncode:Python code: # Copyright (c) 2018 European Organization for Nuclear Research. # 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 oslo_config import cfg def register_opts(conf): conf.register_group(reaper_group) conf.register_opts(reaper_opts, group=reaper_group)
|
Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
|
intermediate
|
api
|
refactoring
|
Pythoncode:Python
| 1
| 0
| 812
| true
|
[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\n# Copyright (c) 2018 European Organization for Nuclear Research.\n# All Rights Reserved.\n#\n# Licensed under the Apache License, Version 2.0 (the \"License\"); you may\n# not use this file except in compliance with the License. You may obtain\n# 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, WITHOUT\n# WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the\n# License for the specific language governing permissions and limitations\n# under the License.\n\nfrom oslo_config import cfg\n\n\ndef register_opts(conf):\n conf.register_group(reaper_group)\n conf.register_opts(reaper_opts, group=reaper_group)"}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
916f9138f4bbb1766481eef3ea77cac318445838
|
TheStack--python--000.parquet
|
Suggest refactoring for this Pythoncode:Python code: import glob import numpy as np class Data: def __init__(self, path, random=False): """ input: path: path to the folder with subfolders: DSM, PAN, LABEL max_num: int, num of samples random: bool, to load samples randomly or from 0 to num_max """ self.DSM = sorted(glob.glob(path+"/DSM/*.tif")) self.PAN = sorted(glob.glob(path+"/PAN/*.tif")) self.LABEL = sorted(glob.glob(path+"/LABEL/*.tif")) if len(self.DSM) != len(self.PAN) or len(self.LABEL) != len(self.PAN): raise ValueError('DSM, PAN or LABEL do not match') def get_data(self, start=0, num=10, as_arr=True, random=False): """ function: load max_num of XY into lists output: list of numpy arrays, X (images) and Y (labels) """ DSM_out = [] PAN_out = [] LABEL_out = [] if random: idx = np.random.choice(list(range(len(self.X))), num, replace=False) print('randomly loading {0} tiles from {1} tiles'.format(num, len(self.DSM))) else: idx = list(range(start, start+num)) print('loading {0} - {1} image tiles'.format(start, start+num-1)) for i in idx: DSM_out.append(np.moveaxis(rasterio.open(self.DSM[i]).read(),0,2)) PAN_out.append(np.moveaxis(rasterio.open(self.PAN[i]).read(),0,2)) LABEL_out.append(np.moveaxis(rasterio.open(self.LABEL[i]).read(),0,2)) DSM_remove = [self.DSM[i] for i in idx] PAN_remove = [self.PAN[i] for i in idx] LABEL_remove = [self.LABEL[i] for i in idx] for i in range(len(DSM_remove)): self.DSM.remove(DSM_remove[i]) self.PAN.remove(PAN_remove[i]) self.LABEL.remove(LABEL_remove[i]) if as_arr: return np.asarray(DSM_out), np.asarray(PAN_out), np.asarray(LABEL_out) else: return DSM_out, PAN_out, LABEL_out ... [1 more functiondefs truncated] ...
|
Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
|
advanced
|
database
|
refactoring
|
Pythoncode:Python
| 2
| 1
| 2,131
| true
|
[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\nimport glob\r\nimport numpy as np\r\n\r\nclass Data:\r\n \r\n def __init__(self, path, random=False):\r\n \"\"\"\r\n input:\r\n path: path to the folder with subfolders: DSM, PAN, LABEL\r\n max_num: int, num of samples\r\n random: bool, to load samples randomly or from 0 to num_max\r\n \"\"\"\r\n self.DSM = sorted(glob.glob(path+\"/DSM/*.tif\"))\r\n self.PAN = sorted(glob.glob(path+\"/PAN/*.tif\"))\r\n self.LABEL = sorted(glob.glob(path+\"/LABEL/*.tif\"))\r\n if len(self.DSM) != len(self.PAN) or len(self.LABEL) != len(self.PAN):\r\n raise ValueError('DSM, PAN or LABEL do not match')\r\n \r\n def get_data(self, start=0, num=10, as_arr=True, random=False):\r\n \"\"\"\r\n function: load max_num of XY into lists\r\n output: list of numpy arrays, X (images) and Y (labels)\r\n \"\"\"\r\n DSM_out = []\r\n PAN_out = []\r\n LABEL_out = []\r\n \r\n if random:\r\n idx = np.random.choice(list(range(len(self.X))), num, replace=False)\r\n print('randomly loading {0} tiles from {1} tiles'.format(num, len(self.DSM))) \r\n else:\r\n idx = list(range(start, start+num))\r\n print('loading {0} - {1} image tiles'.format(start, start+num-1))\r\n\r\n for i in idx:\r\n DSM_out.append(np.moveaxis(rasterio.open(self.DSM[i]).read(),0,2))\r\n PAN_out.append(np.moveaxis(rasterio.open(self.PAN[i]).read(),0,2))\r\n LABEL_out.append(np.moveaxis(rasterio.open(self.LABEL[i]).read(),0,2))\r\n \r\n DSM_remove = [self.DSM[i] for i in idx]\r\n PAN_remove = [self.PAN[i] for i in idx]\r\n LABEL_remove = [self.LABEL[i] for i in idx]\r\n \r\n for i in range(len(DSM_remove)):\r\n self.DSM.remove(DSM_remove[i])\r\n self.PAN.remove(PAN_remove[i])\r\n self.LABEL.remove(LABEL_remove[i])\r\n \r\n if as_arr:\r\n return np.asarray(DSM_out), np.asarray(PAN_out), np.asarray(LABEL_out)\r\n else:\r\n return DSM_out, PAN_out, LABEL_out\r\n \r\n\n ... [1 more functiondefs truncated] ..."}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
916fbb01e62cdbb436021c5d032e0ff8b5532255
|
TheStack--python--000.parquet
|
Complete this Pythoncode:Python code: import csv vat_filenames = set() train_csv_filename = 'train_annotations.csv' val_csv_filename = 'val_annotations.csv' for csv_filename in [train_csv_filename, val_csv_filename]: for line in csv.reader(open(csv_filename)):
|
vat_filename = line[0].split('/')[-1] vat_filenames.add(vat_filename) print(len(vat_filenames)) vat_filenames.clear()
|
intermediate
|
machine_learning
|
code_completion
|
Pythoncode:Python
| 0
| 0
| 370
| true
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\nimport csv\n\nvat_filenames = set()\ntrain_csv_filename = 'train_annotations.csv'\nval_csv_filename = 'val_annotations.csv'\nfor csv_filename in [train_csv_filename, val_csv_filename]:\n for line in csv.reader(open(csv_filename)):"}, {"role": "assistant", "content": "\n vat_filename = line[0].split('/')[-1]\n vat_filenames.add(vat_filename)\n print(len(vat_filenames))\n vat_filenames.clear()"}]
| false
| null | null | null |
9170343444c1172d149626528603249b2f63831c
|
TheStack--python--000.parquet
|
Fill in the in this Pythoncode:Python code: def site_admin(): return render_template('admin-panel.html', user=g.current_user, app_version=utils.get_app_version(), site=g.site) """ User management """ @admin_bp.route('/admin/users', methods=['GET']) @admin_required def list_users(): return render_template('list-users.html', users=User.find_all(), invites=Invite.find_all()) @admin_bp.route('/admin/users/<int:id>', methods=['GET']) @admin_required def inspect_user(id): user=User.find(id=id) if not user: flash(_("User not found"), 'warning') return redirect(make_url_for('admin_bp.list_users')) return render_template('inspect-user.html', user=user) @admin_bp.route('/admin/users/toggle-blocked/<int:id>', methods=['POST']) @admin_required def toggle_user_blocked(id): user=User.find(id=id) if not user: # Complete this line if user.id == g.current_user.id: # current_user cannot disable themself blocked=user.blocked else: blocked=user.toggle_blocked() return JsonResponse(json.dumps({'blocked':blocked})) @admin_bp.route('/admin/users/toggle-admin/<int:id>', methods=['POST']) @admin_required def toggle_admin(id): user=User.find(id=id) if not user: return JsonResponse(json.dumps()) if user.username == g.current_user.username: # current_user cannot remove their own admin permission is_admin=True else: is_admin=user.toggle_admin() return JsonResponse(json.dumps({'admin':is_admin})) @admin_bp.route('/admin/users/toggle-uploads-enabled/<int:id>', methods=['POST']) @admin_required def toggle_uploads_enabled(id): user=User.find(id=id) if not user: return JsonResponse(json.dumps()) uploads_enabled=user.toggle_uploads_enabled() return JsonResponse(json.dumps({'uploads_enabled':uploads_enabled})) @admin_bp.route('/admin/users/delete/<int:id>', methods=['GET', 'POST']) @admin_required ... [11 more functiondefs truncated] ...
|
The missing line is: return JsonResponse(json.dumps())
|
advanced
|
ui
|
fill_in_the_blank
|
Pythoncode:Python
| 6
| 0
| 2,123
| false
|
[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\ndef site_admin():\n return render_template('admin-panel.html',\n user=g.current_user,\n app_version=utils.get_app_version(),\n site=g.site)\n\n\"\"\" User management \"\"\"\n\n@admin_bp.route('/admin/users', methods=['GET'])\n@admin_required\ndef list_users():\n return render_template('list-users.html',\n users=User.find_all(),\n invites=Invite.find_all())\n\n@admin_bp.route('/admin/users/<int:id>', methods=['GET'])\n@admin_required\ndef inspect_user(id):\n user=User.find(id=id)\n if not user:\n flash(_(\"User not found\"), 'warning')\n return redirect(make_url_for('admin_bp.list_users'))\n return render_template('inspect-user.html', user=user)\n\n\n@admin_bp.route('/admin/users/toggle-blocked/<int:id>', methods=['POST'])\n@admin_required\ndef toggle_user_blocked(id):\n user=User.find(id=id)\n if not user:\n # Complete this line\n if user.id == g.current_user.id:\n # current_user cannot disable themself\n blocked=user.blocked\n else:\n blocked=user.toggle_blocked()\n return JsonResponse(json.dumps({'blocked':blocked}))\n\n\n@admin_bp.route('/admin/users/toggle-admin/<int:id>', methods=['POST'])\n@admin_required\ndef toggle_admin(id):\n user=User.find(id=id)\n if not user:\n return JsonResponse(json.dumps())\n if user.username == g.current_user.username:\n # current_user cannot remove their own admin permission\n is_admin=True\n else:\n is_admin=user.toggle_admin()\n return JsonResponse(json.dumps({'admin':is_admin}))\n\n@admin_bp.route('/admin/users/toggle-uploads-enabled/<int:id>', methods=['POST'])\n@admin_required\ndef toggle_uploads_enabled(id):\n user=User.find(id=id)\n if not user:\n return JsonResponse(json.dumps())\n uploads_enabled=user.toggle_uploads_enabled()\n return JsonResponse(json.dumps({'uploads_enabled':uploads_enabled}))\n\n@admin_bp.route('/admin/users/delete/<int:id>', methods=['GET', 'POST'])\n@admin_required\n\n ... [11 more functiondefs truncated] ..."}, {"role": "assistant", "content": "The missing line is:\n return JsonResponse(json.dumps())"}]
| false
| null | null | null |
917058eae76c95edb3644d77520d9eb1f3e8a1e9
|
TheStack--python--000.parquet
|
Repair the syntax errors in this Pythoncode:Python code: import os, copy import cv2 from functools import partial import numpy as np import torch import torchvision from torch.utils.data import Dataset from zephyr.data_util import to_np, vectorize, img2uint8 from zephyr.utils import torch_norm_fast from zephyr.utils.mask_edge import getRendEdgeScore from zephyr.utils.edges import generate_distance_image from zephyr.normals import compute_normals from zephyr.utils.timer import TorchTimer class ScoreDataset(Dataset): ... [8 more functiondefs truncated] ...
|
Syntax Analysis: Syntax Errors Found: • Code truncated in middle of expression - unexpected EOF • Block at line 17 has no indented body • IndentationError at line 19 Fixes: • Complete the expression on the last line • Fix indentation to match Python syntax rules
|
advanced
|
database
|
syntax_repair
|
Pythoncode:Python
| 0
| 1
| 530
| true
|
[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\nimport os, copy\r\nimport cv2\r\nfrom functools import partial\r\n\r\nimport numpy as np\r\nimport torch\r\nimport torchvision\r\nfrom torch.utils.data import Dataset\r\n\r\nfrom zephyr.data_util import to_np, vectorize, img2uint8\r\nfrom zephyr.utils import torch_norm_fast\r\nfrom zephyr.utils.mask_edge import getRendEdgeScore\r\nfrom zephyr.utils.edges import generate_distance_image\nfrom zephyr.normals import compute_normals\r\nfrom zephyr.utils.timer import TorchTimer\r\n\r\nclass ScoreDataset(Dataset):\r\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 Block at line 17 has no indented body\n \u2022 IndentationError at line 19\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
|
91705feef5320bb231c5d61b510ee6321361c934
|
TheStack--python--000.parquet
|
Fix this broken Pythoncode:Python code: from Roteiro7.Roteiro7__funcoes import GrafoComPesos # .:: Arquivo de Testes do Algoritmo de Dijkstra ::. # # --------------------------------------------------------------------------- # grafo_aula = GrafoComPesos( ['E', 'A', 'B', 'C', 'D'], { 'E-A': 1, 'E-C': 10, 'A-B': 2, Error: SyntaxError: unterminated string literal
|
Fixed Code: from Roteiro7.Roteiro7__funcoes import GrafoComPesos # .:: Arquivo de Testes do Algoritmo de Dijkstra ::. # # --------------------------------------------------------------------------- # grafo_aula = GrafoComPesos( ['E', 'A', 'B', 'C', 'D'], { 'E-A': 1, 'E-C': 10, 'A-B': 2, 'B-C': 4, 'C-D': 3 } ) print(grafo_aula) print('Menor caminho por Dijkstra: ', grafo_aula.dijkstra('E', 'D')) Explanation: Close the string literal with matching quote
|
intermediate
|
testing
|
error_fixing
|
Pythoncode:Python
| 0
| 0
| 315
| true
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\nfrom Roteiro7.Roteiro7__funcoes import GrafoComPesos\n\n\n# .:: Arquivo de Testes do Algoritmo de Dijkstra ::. #\n# --------------------------------------------------------------------------- #\ngrafo_aula = GrafoComPesos(\n ['E', 'A', 'B', 'C', 'D'],\n {\n 'E-A': 1,\n 'E-C': 10,\n 'A-B': 2,\n \n\n Error: SyntaxError: unterminated string literal"}, {"role": "assistant", "content": " Fixed Code:\n\n\nfrom Roteiro7.Roteiro7__funcoes import GrafoComPesos\n\n\n# .:: Arquivo de Testes do Algoritmo de Dijkstra ::. #\n# --------------------------------------------------------------------------- #\ngrafo_aula = GrafoComPesos(\n ['E', 'A', 'B', 'C', 'D'],\n {\n 'E-A': 1,\n 'E-C': 10,\n 'A-B': 2,\n 'B-C': 4,\n 'C-D': 3\n }\n)\nprint(grafo_aula)\nprint('Menor caminho por Dijkstra: ', grafo_aula.dijkstra('E', 'D'))\n\n Explanation: Close the string literal with matching quote"}]
| true
|
syntax
|
MID_STRING
|
CRITICAL
|
91708273d963214e9092983f15d8ef3340677e15
|
TheStack--python--000.parquet
|
Review this Pythoncode:Python code: # -*- coding: utf-8 -*- # ---------------------------------------------------------------------------- # Copyright © Tom Hören # Licensed under the terms of the MIT License # ---------------------------------------------------------------------------- """ Python QtScreenCaster Spyder API. """ class ScreenResolutions: Screen1080x1020 = '1080x1020'
|
Code Review: ❌ Critical issues: Unterminated string literal at line 7 ✨ Improvements: Add closing quote at line 7 Add docstring to class 'ScreenResolutions'
|
intermediate
|
api
|
code_review
|
Pythoncode:Python
| 0
| 1
| 356
| false
|
[{"role": "user", "content": "Review this Pythoncode:Python code:\n# -*- coding: utf-8 -*-\n# ----------------------------------------------------------------------------\n# Copyright \u00a9 Tom H\u00f6ren\n\n# Licensed under the terms of the MIT License\n# ----------------------------------------------------------------------------\n\"\"\"\nPython QtScreenCaster Spyder API.\n\"\"\"\n\n\nclass ScreenResolutions:\n Screen1080x1020 = '1080x1020'"}, {"role": "assistant", "content": " Code Review:\n\n\n\u274c Critical issues:\n Unterminated string literal at line 7\n\n\u2728 Improvements:\n Add closing quote at line 7\n Add docstring to class 'ScreenResolutions'"}]
| false
| null | null | null |
9170b4be66538fa8e6767525842e58971759fde7
|
TheStack--python--000.parquet
|
Find the logical error in this Pythoncode:Python code: import os, os.path import subprocess from distutils.core import setup from py2exe.build_exe import py2exe PROGRAM_NAME = 'icom_app' PROGRAM_DESC = 'simple icom app' NSIS_SCRIPT_TEMPLATE = r""" !define py2exeOutputDirectory '{output_dir}\' !define exe '{program_name}.exe' ; Uses solid LZMA compression. Can be slow, use discretion. SetCompressor /SOLID lzma ; Sets the title bar text (although NSIS seems to append "Installer") Caption "{program_desc}" Name '{program_name}' OutFile ${{exe}} Icon '{icon_location}' ; Use XPs styles where appropriate XPStyle on ; You can opt for a silent install, but if your packaged app takes a long time ; to extract, users might get confused. The method used here is to show a dialog ; box with a progress bar as the installer unpacks the data. ;SilentInstall silent AutoCloseWindow true ShowInstDetails nevershow Section DetailPrint "Extracting application..." SetDetailsPrint none InitPluginsDir SetOutPath '$PLUGINSDIR' File /r '${{py2exeOutputDirectory}}\*' GetTempFileName $0 ;DetailPrint $0 Delete $0 StrCpy $0 '$0.bat' FileOpen $1 $0 'w' FileWrite $1 '@echo off$\r$\n' StrCpy $2 $TEMP 2 FileWrite $1 '$2$\r$\n' FileWrite $1 'cd $PLUGINSDIR$\r$\n' FileWrite $1 '${{exe}}$\r$\n' FileClose $1 ; Hide the window just before the real app launches. Otherwise you have two ; programs with the same icon hanging around, and it's confusing. HideWindow nsExec::Exec $0 Delete $0 SectionEnd """ class NSISScript(object): NSIS_COMPILE = "makensis" def __init__(self, program_name, program_desc, dist_dir, icon_loc): self.program_name = program_name self.program_desc = program_desc self.dist_dir = dist_dir self.icon_loc = icon_loc self.pathname = "setup_%s.nsi" % self.program_name def create(self): contents = NSIS_SCRIPT_TEMPLATE.format( program_name = self.program_name, program_desc = self.program_desc, output_dir = self.dist_dir, icon_location = os.path.join(self.dist_dir, self.icon_loc)) with open(self.pathname, "w") as outfile: outfile.write(contents) def compile(self): subproc = subprocess.Popen( # "/P5" uses realtime priority for the LZMA compression stage. # This can get annoying though. [self.NSIS_COMPILE, self.pathname, "/P5"], env=os.environ) subproc.communicate() retcode = subproc.returncode if retcode == True: raise RuntimeError("NSIS compilation return code: %d" % retcode) class build_installer(py2exe): # This class first builds the exe file(s), then creates an NSIS installer # that runs your program from a temporary directory. def run(self): # First ... [code truncated] ...
|
Logical Error Analysis: Error Type: WRONG_COMPARISON Issue: Explicit True comparison Severity: LOW Location: Line 90 Buggy code: if retcode == True: Should be: if retcode: Explanation: Non-pythonic comparison - works but not idiomatic Fix: Use "is/is not" for None, avoid explicit True comparison
|
advanced
|
database
|
logical_errors
|
Pythoncode:Python
| 4
| 2
| 3,041
| true
|
[{"role": "user", "content": "Find the logical error in this Pythoncode:Python code:\nimport os, os.path\r\nimport subprocess\r\n\r\nfrom distutils.core import setup\r\nfrom py2exe.build_exe import py2exe\r\nPROGRAM_NAME = 'icom_app'\r\nPROGRAM_DESC = 'simple icom app'\r\n\r\nNSIS_SCRIPT_TEMPLATE = r\"\"\"\r\n!define py2exeOutputDirectory '{output_dir}\\'\r\n!define exe '{program_name}.exe'\r\n\r\n; Uses solid LZMA compression. Can be slow, use discretion.\r\nSetCompressor /SOLID lzma\r\n\r\n; Sets the title bar text (although NSIS seems to append \"Installer\")\r\nCaption \"{program_desc}\"\r\n\r\nName '{program_name}'\r\nOutFile ${{exe}}\r\nIcon '{icon_location}'\r\n; Use XPs styles where appropriate\r\nXPStyle on\r\n\r\n; You can opt for a silent install, but if your packaged app takes a long time\r\n; to extract, users might get confused. The method used here is to show a dialog\r\n; box with a progress bar as the installer unpacks the data.\r\n;SilentInstall silent\r\nAutoCloseWindow true\r\nShowInstDetails nevershow\r\n\r\nSection\r\n DetailPrint \"Extracting application...\"\r\n SetDetailsPrint none\r\n \r\n InitPluginsDir\r\n SetOutPath '$PLUGINSDIR'\r\n File /r '${{py2exeOutputDirectory}}\\*'\r\n\r\n GetTempFileName $0\r\n ;DetailPrint $0\r\n Delete $0\r\n StrCpy $0 '$0.bat'\r\n FileOpen $1 $0 'w'\r\n FileWrite $1 '@echo off$\\r$\\n'\r\n StrCpy $2 $TEMP 2\r\n FileWrite $1 '$2$\\r$\\n'\r\n FileWrite $1 'cd $PLUGINSDIR$\\r$\\n'\r\n FileWrite $1 '${{exe}}$\\r$\\n'\r\n FileClose $1\r\n ; Hide the window just before the real app launches. Otherwise you have two\r\n ; programs with the same icon hanging around, and it's confusing.\r\n HideWindow\r\n nsExec::Exec $0\r\n Delete $0\r\nSectionEnd\r\n\"\"\"\r\n\r\n\r\nclass NSISScript(object):\r\n \r\n NSIS_COMPILE = \"makensis\"\r\n \r\n def __init__(self, program_name, program_desc, dist_dir, icon_loc):\r\n self.program_name = program_name\r\n self.program_desc = program_desc\r\n self.dist_dir = dist_dir\r\n self.icon_loc = icon_loc\r\n self.pathname = \"setup_%s.nsi\" % self.program_name\r\n \r\n def create(self):\r\n contents = NSIS_SCRIPT_TEMPLATE.format(\r\n program_name = self.program_name,\r\n program_desc = self.program_desc,\r\n output_dir = self.dist_dir,\r\n icon_location = os.path.join(self.dist_dir, self.icon_loc))\r\n\r\n with open(self.pathname, \"w\") as outfile:\r\n outfile.write(contents)\r\n\r\n def compile(self):\r\n subproc = subprocess.Popen(\r\n # \"/P5\" uses realtime priority for the LZMA compression stage.\r\n # This can get annoying though.\r\n [self.NSIS_COMPILE, self.pathname, \"/P5\"], env=os.environ)\r\n subproc.communicate()\r\n \r\n retcode = subproc.returncode\r\n \r\n if retcode == True:\r\n raise RuntimeError(\"NSIS compilation return code: %d\" % retcode)\r\n\r\nclass build_installer(py2exe):\r\n # This class first builds the exe file(s), then creates an NSIS installer\r\n # that runs your program from a temporary directory.\r\n def run(self):\r\n # First\n\n ... [code truncated] ..."}, {"role": "assistant", "content": " Logical Error Analysis:\n\n Error Type: WRONG_COMPARISON\n Issue: Explicit True comparison\n Severity: LOW\n\n Location: Line 90\n\n Buggy code:\n if retcode == True:\n\n Should be:\n if retcode:\n\n Explanation: Non-pythonic comparison - works but not idiomatic\n Fix: Use \"is/is not\" for None, avoid explicit True comparison"}]
| true
|
logical
|
WRONG_COMPARISON
|
LOW
|
917377628f552efbcce428798dd528e6e5fe7134
|
TheStack--python--000.parquet
|
Review this Pythoncode:Python code: import torch from farm.data_handler.samples import Sample from farm.modeling.prediction_head import RegressionHead class FeaturesEmbeddingSample(Sample): def __init__(self, id, clear_text, tokenized=None, features=None, feat_embeds=None): super().__init__(id, clear_text, tokenized, features) self.feats_embed = feat_embeds class FeaturesRegressionHead(RegressionHead): """A regression head mixing [CLS] representation and explicit features for prediction""" def forward(self, x, feats, **kwargs): x = torch.cat((x, feats), 1) logits = self.feed_forward(x) return logits
|
Code Review: ❌ Critical issues: Unterminated string literal at line 13 ⚠️ Code quality: Unexpected indentation at line 9 Unexpected indentation at line 14 Unexpected indentation at line 18 Unexpected indentation at line 19 ✨ Improvements: Add closing quote at line 13 Add docstring to class 'FeaturesEmbeddingSample'
|
advanced
|
machine_learning
|
code_review
|
Pythoncode:Python
| 2
| 2
| 632
| true
|
[{"role": "user", "content": "Review this Pythoncode:Python code:\nimport torch\nfrom farm.data_handler.samples import Sample\nfrom farm.modeling.prediction_head import RegressionHead\n\n\nclass FeaturesEmbeddingSample(Sample):\n def __init__(self, id, clear_text, tokenized=None, features=None, feat_embeds=None):\n super().__init__(id, clear_text, tokenized, features)\n self.feats_embed = feat_embeds\n\n\nclass FeaturesRegressionHead(RegressionHead):\n \"\"\"A regression head mixing [CLS] representation\n and explicit features for prediction\"\"\"\n\n def forward(self, x, feats, **kwargs):\n x = torch.cat((x, feats), 1)\n logits = self.feed_forward(x)\n return logits"}, {"role": "assistant", "content": " Code Review:\n\n\n\u274c Critical issues:\n Unterminated string literal at line 13\n\n\u26a0\ufe0f Code quality:\n Unexpected indentation at line 9\n Unexpected indentation at line 14\n Unexpected indentation at line 18\n Unexpected indentation at line 19\n\n\u2728 Improvements:\n Add closing quote at line 13\n Add docstring to class 'FeaturesEmbeddingSample'"}]
| false
| null | null | null |
91762cf01e789ac760eedf4942c7a866b5214252
|
TheStack--python--000.parquet
|
Complete this incomplete Pythoncode:Python code: import pytest from rest_framework import status from rest_framework.test import APIClient class TestBase: __test__ = False path = None get_data = {} put_data = {} post_data = {} delete_data = {} requires_auth = True implements_retrieve = False implements_create = False implements_update = False implements_destroy = False client = APIClient() @pytest.fixture def setup(self, setup_method=None): return setup_method @pytest.fixture def authenticate(self, api_client_admin): self.client = api_client_admin class TestGet(TestBase): @pytest.fixture def get_response(self): return self.client.get(f"/{self.path}", self.get_data, format="json",) def test_get_without_authentication(self, setup, get_response): if not self.requires_auth: if not self.implements_retrieve: returns_status_code_http_405_not_allowed(get_response) else: returns_status_code_http_200_ok(get_response) response_has_etag(get_response) else: returns_status_code_http_401_unauthorized(get_response) def test_get_with_authentication(self, setup, authenticate, get_response): if not self.implements_retrieve: returns_status_code_http_405_not_allowed(get_response) else: returns_status_code_http_200_ok(get_response) ... code continues ...
|
Completion: Missing: Code truncated abruptly - unexpected end of file To complete: • Complete the truncated code structure Example continuation: response_has_etag(get_response) class TestPost(TestBase): @pytest.fixture
|
advanced
|
testing
|
incomplete_code
|
Pythoncode:Python
| 10
| 4
| 1,433
| true
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\nimport pytest\nfrom rest_framework import status\nfrom rest_framework.test import APIClient\n\n\nclass TestBase:\n __test__ = False\n path = None\n get_data = {}\n put_data = {}\n post_data = {}\n delete_data = {}\n requires_auth = True\n implements_retrieve = False\n implements_create = False\n implements_update = False\n implements_destroy = False\n\n client = APIClient()\n\n @pytest.fixture\n def setup(self, setup_method=None):\n return setup_method\n\n @pytest.fixture\n def authenticate(self, api_client_admin):\n self.client = api_client_admin\n\n\nclass TestGet(TestBase):\n @pytest.fixture\n def get_response(self):\n return self.client.get(f\"/{self.path}\", self.get_data, format=\"json\",)\n\n def test_get_without_authentication(self, setup, get_response):\n if not self.requires_auth:\n if not self.implements_retrieve:\n returns_status_code_http_405_not_allowed(get_response)\n else:\n returns_status_code_http_200_ok(get_response)\n response_has_etag(get_response)\n else:\n returns_status_code_http_401_unauthorized(get_response)\n\n def test_get_with_authentication(self, setup, authenticate, get_response):\n if not self.implements_retrieve:\n returns_status_code_http_405_not_allowed(get_response)\n else:\n returns_status_code_http_200_ok(get_response)\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 response_has_etag(get_response)\n\n\nclass TestPost(TestBase):\n @pytest.fixture"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
9176396ea025090d1e564363b18149e19bf37323
|
TheStack--python--000.parquet
|
Suggest refactoring for this Pythoncode:Python code: from collections import defaultdict import discord from redbot.core import Config, checks, commands from redbot.core.bot import Red from redbot.core.utils.chat_formatting import box, humanize_list, inline from abc import ABC # ABC Mixins from dashboard.abc.abc import MixinMeta from dashboard.abc.mixin import DBMixin, dashboard # Command Mixins from dashboard.abc.roles import DashboardRolesMixin from dashboard.abc.webserver import DashboardWebserverMixin from dashboard.abc.settings import DashboardSettingsMixin # RPC Mixins from dashboard.baserpc import HUMANIZED_PERMISSIONS, DashboardRPC from dashboard.menus import ClientList, ClientMenu THEME_COLORS = ["red", "primary", "blue", "green", "greener", "yellow"] class CompositeMetaClass(type(commands.Cog), type(ABC)): """This allows the metaclass used for proper type detection to coexist with discord.py's metaclass.""" # Thanks to Flare for showing how to use group commands across multiple files. If this breaks, its his fault class Dashboard( DashboardRolesMixin, DashboardWebserverMixin, DashboardSettingsMixin, DBMixin, commands.Cog, metaclass=CompositeMetaClass, ): __version__ = "0.1.6a" def __init__(self, bot: Red, *args, **kwargs): super().__init__(*args, **kwargs) self.bot = bot self.config = Config.get_conf(self, identifier=473541068378341376) self.config.register_global( secret="[Not set]", redirect="http://127.0.0.1:42356/callback", clientid=0, blacklisted=[], disallowedperms=[], support="", defaultcolor="red", meta={"title": "", "icon": "", "description": "", "color": ""}, ) self.config.register_guild(roles=[]) self.configcache = defaultdict(self.cache_defaults) self.rpc = DashboardRPC(self) def cog_unload(self): self.configcache.clear() self.rpc.unload() def cache_defaults(self): return {"roles": []} async def initialize(self): config = await self.config.all_guilds() for k, v in config.items(): self.configcache[k] = v
|
Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
|
advanced
|
api
|
refactoring
|
Pythoncode:Python
| 3
| 2
| 2,259
| true
|
[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\nfrom collections import defaultdict\r\n\r\nimport discord\r\nfrom redbot.core import Config, checks, commands\r\nfrom redbot.core.bot import Red\r\nfrom redbot.core.utils.chat_formatting import box, humanize_list, inline\r\nfrom abc import ABC\r\n\r\n# ABC Mixins\r\nfrom dashboard.abc.abc import MixinMeta\r\nfrom dashboard.abc.mixin import DBMixin, dashboard\r\n\r\n# Command Mixins\r\nfrom dashboard.abc.roles import DashboardRolesMixin\r\nfrom dashboard.abc.webserver import DashboardWebserverMixin\r\nfrom dashboard.abc.settings import DashboardSettingsMixin\r\n\r\n# RPC Mixins\r\nfrom dashboard.baserpc import HUMANIZED_PERMISSIONS, DashboardRPC\r\nfrom dashboard.menus import ClientList, ClientMenu\r\n\r\nTHEME_COLORS = [\"red\", \"primary\", \"blue\", \"green\", \"greener\", \"yellow\"]\r\n\r\n\r\nclass CompositeMetaClass(type(commands.Cog), type(ABC)):\r\n \"\"\"This allows the metaclass used for proper type detection to coexist with discord.py's\r\n metaclass.\"\"\"\r\n\r\n\r\n# Thanks to Flare for showing how to use group commands across multiple files. If this breaks, its his fault\r\nclass Dashboard(\r\n DashboardRolesMixin,\r\n DashboardWebserverMixin,\r\n DashboardSettingsMixin,\r\n DBMixin,\r\n commands.Cog,\r\n metaclass=CompositeMetaClass,\r\n):\r\n\r\n __version__ = \"0.1.6a\"\r\n\r\n def __init__(self, bot: Red, *args, **kwargs):\r\n super().__init__(*args, **kwargs)\r\n self.bot = bot\r\n\r\n self.config = Config.get_conf(self, identifier=473541068378341376)\r\n self.config.register_global(\r\n secret=\"[Not set]\",\r\n redirect=\"http://127.0.0.1:42356/callback\",\r\n clientid=0,\r\n blacklisted=[],\r\n disallowedperms=[],\r\n support=\"\",\r\n defaultcolor=\"red\",\r\n meta={\"title\": \"\", \"icon\": \"\", \"description\": \"\", \"color\": \"\"},\r\n )\r\n self.config.register_guild(roles=[])\r\n self.configcache = defaultdict(self.cache_defaults)\r\n\r\n self.rpc = DashboardRPC(self)\r\n\r\n def cog_unload(self):\r\n self.configcache.clear()\r\n self.rpc.unload()\r\n\r\n def cache_defaults(self):\r\n return {\"roles\": []}\r\n\r\n async def initialize(self):\r\n config = await self.config.all_guilds()\r\n for k, v in config.items():\r\n self.configcache[k] = v"}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
9176ff87702ba5b114dba78865e902b3d3390b83
|
TheStack--python--000.parquet
|
Complete this incomplete Pythoncode:Python code: """ https://leetcode.com/problems/find-peak-element/submissions/ """ from typing import List class Solution: def findPeakElement(self, nums: List[int]) -> int: l, r = 0, len(nums)-1 while l < r: lmid = (l + r) // 2 ... code continues ...
|
Completion: Missing: While block is incomplete - body missing To complete: • Add body to While block or use 'pass' statement Example continuation: rmid = lmid + 1 if nums[lmid] < nums[rmid]: l = lmid + 1 else: r = rmid - 1
|
intermediate
|
api
|
incomplete_code
|
Pythoncode:Python
| 1
| 1
| 248
| true
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\n\"\"\"\nhttps://leetcode.com/problems/find-peak-element/submissions/\n\"\"\"\nfrom typing import List\n\n\nclass Solution:\n def findPeakElement(self, nums: List[int]) -> int:\n l, r = 0, len(nums)-1\n while l < r:\n lmid = (l + r) // 2\n\n ... code continues ..."}, {"role": "assistant", "content": " Completion:\n\n Missing: While block is incomplete - body missing\n\n To complete:\n \u2022 Add body to While block or use 'pass' statement\n\n Example continuation:\n rmid = lmid + 1\n if nums[lmid] < nums[rmid]:\n l = lmid + 1\n else:\n r = rmid - 1"}]
| true
|
syntax
|
MID_BLOCK
|
HIGH
|
91773a1b99193243fe941616b2fc5339f203eb98
|
TheStack--python--000.parquet
|
Repair the syntax errors in this Pythoncode:Python code: from torchvision.datasets import ImageFolder from torchvision import transforms import random import os import torch from torch.utils.data.dataloader import DataLoader from utils import constants, get_default_device from image_folder_with_path import ImageFolderWithPaths def to_device(data, device): """Move tensor(s) to chosen device""" if isinstance(data, (list,
|
Syntax Analysis: Syntax Errors Found: • Unclosed '(' at line 12 - expected ')' • Unclosed '(' at line 12 - expected ')' • SyntaxError: '(' was never closed at line 12 Fixes: • Add closing ')' bracket • Add closing ')' bracket • Review code syntax
|
advanced
|
testing
|
syntax_repair
|
Pythoncode:Python
| 4
| 1
| 374
| true
|
[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\nfrom torchvision.datasets import ImageFolder\nfrom torchvision import transforms\nimport random\nimport os\nimport torch\nfrom torch.utils.data.dataloader import DataLoader\nfrom utils import constants, get_default_device\nfrom image_folder_with_path import ImageFolderWithPaths\n\ndef to_device(data, device):\n \"\"\"Move tensor(s) to chosen device\"\"\"\n if isinstance(data, (list,"}, {"role": "assistant", "content": " Syntax Analysis:\n\n Syntax Errors Found:\n \u2022 Unclosed '(' at line 12 - expected ')'\n \u2022 Unclosed '(' at line 12 - expected ')'\n \u2022 SyntaxError: '(' was never closed at line 12\n\n Fixes:\n \u2022 Add closing ')' bracket\n \u2022 Add closing ')' bracket\n \u2022 Review code syntax"}]
| true
|
syntax
|
MID_STRING
|
CRITICAL
|
9177bf15b6da687a6ae646c46fc3addf65d8004a
|
TheStack--python--000.parquet
|
Suggest refactoring for this Pythoncode:Python code: # import matplotlib # matplotlib.use('Qt5Agg') # Prevents `Invalid DISPLAY variable` errors import pytest import tempfile from calliope import Model from calliope.utils import AttrDict from calliope import analysis from . import common from .common import assert_almost_equal, solver, solver_io import matplotlib.pyplot as plt class TestModel: @pytest.fixture(scope='module') def model(self): locations = """ locations: 1: techs: ['ccgt', 'demand_power'] override: ccgt: constraints: e_cap.max: 100 demand_power: constraints: r: -50 metadata: map_boundary: [-10, 35, 5, 45] location_coordinates: 1: [40, -2] links: """ config_run = """ mode: plan model: ['{techs}', '{locations}'] subset_t: ['2005-01-01', '2005-01-02'] """ with tempfile.NamedTemporaryFile(delete=False) as f: f.write(locations.encode('utf-8')) f.read() override_dict = AttrDict({ 'solver': solver, 'solver_io': solver_io, }) model = common.simple_model(config_run=config_run, config_locations=f.name, override=override_dict) model.run() return model @pytest.fixture(scope='module') def builtin_model(self): model = Model() model.run() return model def test_plot_carrier_production(self, model): # Just make sure this doesn't raise any exceptions analysis.plot_carrier_production(model.solution) def test_plot_timeseries(self, model): # Just make sure this doesn't raise any exceptions analysis.plot_timeseries(model.solution, model.solution['e'].loc[dict(c='power')].sum(dim='x'), carrier='power', demand='demand_power') def test_plot_installed_capacities(self, model): # Just make sure this doesn't raise any exceptions analysis.plot_installed_capacities(model.solution) def test_plot_transmission(self, model): # Just make sure this doesn't raise any exceptions analysis.plot_transmission(model.solution, map_resolution='c') def test_get_delivered_cost(self, model): # TODO this should be tested with a more complex model assert_almost_equal(analysis.get_delivered_cost(model.solution), 0.1) def test_get_levelized_cost(self, model): lcoe = analysis.get_levelized_cost(model.solution) assert_almost_equal(lcoe.at['ccgt'], 0.1) ... [4 more functiondefs truncated] ...
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Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
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advanced
|
testing
|
refactoring
|
Pythoncode:Python
| 8
| 1
| 2,960
| true
|
[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\n# import matplotlib\n# matplotlib.use('Qt5Agg') # Prevents `Invalid DISPLAY variable` errors\n\nimport pytest\nimport tempfile\n\nfrom calliope import Model\nfrom calliope.utils import AttrDict\n\nfrom calliope import analysis\n\nfrom . import common\nfrom .common import assert_almost_equal, solver, solver_io\n\nimport matplotlib.pyplot as plt\nclass TestModel:\n @pytest.fixture(scope='module')\n def model(self):\n locations = \"\"\"\n locations:\n 1:\n techs: ['ccgt', 'demand_power']\n override:\n ccgt:\n constraints:\n e_cap.max: 100\n demand_power:\n constraints:\n r: -50\n metadata:\n map_boundary: [-10, 35, 5, 45]\n location_coordinates:\n 1: [40, -2]\n links:\n \"\"\"\n config_run = \"\"\"\n mode: plan\n model: ['{techs}', '{locations}']\n subset_t: ['2005-01-01', '2005-01-02']\n \"\"\"\n with tempfile.NamedTemporaryFile(delete=False) as f:\n f.write(locations.encode('utf-8'))\n f.read()\n override_dict = AttrDict({\n 'solver': solver,\n 'solver_io': solver_io,\n })\n model = common.simple_model(config_run=config_run,\n config_locations=f.name,\n override=override_dict)\n model.run()\n return model\n\n @pytest.fixture(scope='module')\n def builtin_model(self):\n model = Model()\n model.run()\n return model\n\n def test_plot_carrier_production(self, model):\n # Just make sure this doesn't raise any exceptions\n analysis.plot_carrier_production(model.solution)\n\n def test_plot_timeseries(self, model):\n # Just make sure this doesn't raise any exceptions\n analysis.plot_timeseries(model.solution,\n model.solution['e'].loc[dict(c='power')].sum(dim='x'),\n carrier='power', demand='demand_power')\n\n def test_plot_installed_capacities(self, model):\n # Just make sure this doesn't raise any exceptions\n analysis.plot_installed_capacities(model.solution)\n\n def test_plot_transmission(self, model):\n # Just make sure this doesn't raise any exceptions\n analysis.plot_transmission(model.solution, map_resolution='c')\n\n def test_get_delivered_cost(self, model):\n # TODO this should be tested with a more complex model\n assert_almost_equal(analysis.get_delivered_cost(model.solution), 0.1)\n\n def test_get_levelized_cost(self, model):\n lcoe = analysis.get_levelized_cost(model.solution)\n assert_almost_equal(lcoe.at['ccgt'], 0.1)\n\n\n ... [4 more functiondefs truncated] ..."}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
9177c031d705388dfe8031bad5b727ad1032aa9e
|
TheStack--python--000.parquet
|
Complete this incomplete Pythoncode:Python code: import os from mol.util import read_xyz dirname = os.path.dirname(os.path.abspath(__file__)) filename = os.path.join(dirname, 'look_and_say.dat') with open(filename, 'r') as handle: look_and_say = handle.read() ... code continues ...
|
Completion: Missing: With block is incomplete - body missing To complete: • Add body to With block or use 'pass' statement Example continuation: def get_molecule(filename): return read_xyz(os.path.join(dirname, filename + ".xyz"))
|
intermediate
|
general
|
incomplete_code
|
Pythoncode:Python
| 1
| 0
| 213
| true
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\nimport os\nfrom mol.util import read_xyz\n\ndirname = os.path.dirname(os.path.abspath(__file__))\nfilename = os.path.join(dirname, 'look_and_say.dat')\n\nwith open(filename, 'r') as handle:\n\tlook_and_say = handle.read()\n\n ... code continues ..."}, {"role": "assistant", "content": " Completion:\n\n Missing: With block is incomplete - body missing\n\n To complete:\n \u2022 Add body to With block or use 'pass' statement\n\n Example continuation:\n\ndef get_molecule(filename):\n\treturn read_xyz(os.path.join(dirname, filename + \".xyz\"))"}]
| true
|
syntax
|
MID_BLOCK
|
HIGH
|
917a6b3b8a05d7c695e7c6d3cb38a9324f5ab905
|
TheStack--python--000.parquet
|
Review this Pythoncode:Python code: # 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 copy import json from unittest import mock from cinder import test from cinder.volume import configuration as conf from cinder.volume.targets import spdknvmf as spdknvmf_driver class JSONRPCException(Exception): def __init__(self, message): self.message = message class JSONRPCClient(object): def __init__(self, addr=None, port=None): self.methods = {"bdev_get_bdevs": self.get_bdevs, "construct_nvmf_subsystem": self.construct_nvmf_subsystem, "nvmf_delete_subsystem": self.delete_nvmf_subsystem, "nvmf_create_subsystem": self.nvmf_subsystem_create, "nvmf_subsystem_add_listener": self.nvmf_subsystem_add_listener, "nvmf_subsystem_add_ns": self.nvmf_subsystem_add_ns, "nvmf_get_subsystems": self.get_nvmf_subsystems} self.bdevs = copy.deepcopy(BDEVS) self.nvmf_subsystems = copy.deepcopy(NVMF_SUBSYSTEMS) def __del__(self): pass def get_bdevs(self, params=None): if params and 'name' in params: for bdev in self.bdevs: for alias in bdev['aliases']: if params['name'] in alias: return json.dumps({"result": [bdev]}) if bdev['name'] == params['name']: return json.dumps({"result": [bdev]}) return json.dumps({"error": "Not found"}) return json.dumps({"result": self.bdevs}) def get_nvmf_subsystems(self, params=None): return json.dumps({"result": self.nvmf_subsystems}) def construct_nvmf_subsystem(self, params=None): nvmf_subsystem = { "listen_addresses": [], "subtype": "NVMe", "hosts": [], "namespaces": [{ "bdev_name": "Nvme1n1p0", "nsid": 1, "name": "Nvme1n1p0" }], "allow_any_host": True, "serial_number": params['serial_number'], "nqn": params['nqn'] } self.nvmf_subsystems.append(nvmf_subsystem) return json.dumps({"result": nvmf_subsystem}) ... [14 more functiondefs truncated] ...
|
Code Review: ❌ Critical issues: Code truncated in middle of expression - unexpected EOF Invalid syntax at line 79: ... [14 more functiondefs truncated] ... ⚠️ Code quality: Unexpected indentation at line 30 Unexpected indentation at line 32 Unexpected indentation at line 33 Unexpected indentation at line 34 Unexpected indentation at line 36 Unexpected indentation at line 38 Unexpected indentation at line 39 Unexpected indentation at line 40 Unexpected indentation at line 51 Unexpected indentation at line 53 Unexpected indentation at line 62 Unexpected indentation at line 63 Unexpected indentation at line 64 Unexpected indentation at line 65 Unexpected indentation at line 66 Unexpected indentation at line 67 Unexpected indentation at line 68 Unexpected indentation at line 69 Unexpected indentation at line 70 Unexpected indentation at line 71 Unexpected indentation at line 72 Unexpected indentation at line 73 Unexpected indentation at line 74 ✨ Improvements: Complete the expression on the last line Review syntax near the error location
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advanced
|
testing
|
code_review
|
Pythoncode:Python
| 6
| 2
| 2,901
| true
|
[{"role": "user", "content": "Review this Pythoncode:Python code:\n# Licensed under the Apache License, Version 2.0 (the \"License\"); you may\n# not use this file except in compliance with the License. You may obtain\n# 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, WITHOUT\n# WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the\n# License for the specific language governing permissions and limitations\n# under the License.\n\nimport copy\nimport json\nfrom unittest import mock\n\nfrom cinder import test\nfrom cinder.volume import configuration as conf\nfrom cinder.volume.targets import spdknvmf as spdknvmf_driver\n\n\nclass JSONRPCException(Exception):\n def __init__(self, message):\n self.message = message\n\n\nclass JSONRPCClient(object):\n def __init__(self, addr=None, port=None):\n self.methods = {\"bdev_get_bdevs\": self.get_bdevs,\n \"construct_nvmf_subsystem\":\n self.construct_nvmf_subsystem,\n \"nvmf_delete_subsystem\": self.delete_nvmf_subsystem,\n \"nvmf_create_subsystem\": self.nvmf_subsystem_create,\n \"nvmf_subsystem_add_listener\":\n self.nvmf_subsystem_add_listener,\n \"nvmf_subsystem_add_ns\":\n self.nvmf_subsystem_add_ns,\n \"nvmf_get_subsystems\": self.get_nvmf_subsystems}\n self.bdevs = copy.deepcopy(BDEVS)\n self.nvmf_subsystems = copy.deepcopy(NVMF_SUBSYSTEMS)\n\n def __del__(self):\n pass\n\n def get_bdevs(self, params=None):\n if params and 'name' in params:\n for bdev in self.bdevs:\n for alias in bdev['aliases']:\n if params['name'] in alias:\n return json.dumps({\"result\": [bdev]})\n if bdev['name'] == params['name']:\n return json.dumps({\"result\": [bdev]})\n return json.dumps({\"error\": \"Not found\"})\n\n return json.dumps({\"result\": self.bdevs})\n\n def get_nvmf_subsystems(self, params=None):\n return json.dumps({\"result\": self.nvmf_subsystems})\n\n def construct_nvmf_subsystem(self, params=None):\n nvmf_subsystem = {\n \"listen_addresses\": [],\n \"subtype\": \"NVMe\",\n \"hosts\": [],\n \"namespaces\": [{\n \"bdev_name\": \"Nvme1n1p0\",\n \"nsid\": 1,\n \"name\": \"Nvme1n1p0\"\n }],\n \"allow_any_host\": True,\n \"serial_number\": params['serial_number'],\n \"nqn\": params['nqn']\n }\n self.nvmf_subsystems.append(nvmf_subsystem)\n\n return json.dumps({\"result\": nvmf_subsystem})\n\n\n ... [14 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Code Review:\n\n\n\u274c Critical issues:\n Code truncated in middle of expression - unexpected EOF\n Invalid syntax at line 79: ... [14 more functiondefs truncated] ...\n\n\n\u26a0\ufe0f Code quality:\n Unexpected indentation at line 30\n Unexpected indentation at line 32\n Unexpected indentation at line 33\n Unexpected indentation at line 34\n Unexpected indentation at line 36\n Unexpected indentation at line 38\n Unexpected indentation at line 39\n Unexpected indentation at line 40\n Unexpected indentation at line 51\n Unexpected indentation at line 53\n Unexpected indentation at line 62\n Unexpected indentation at line 63\n Unexpected indentation at line 64\n Unexpected indentation at line 65\n Unexpected indentation at line 66\n Unexpected indentation at line 67\n Unexpected indentation at line 68\n Unexpected indentation at line 69\n Unexpected indentation at line 70\n Unexpected indentation at line 71\n Unexpected indentation at line 72\n Unexpected indentation at line 73\n Unexpected indentation at line 74\n\n\u2728 Improvements:\n Complete the expression on the last line\n Review syntax near the error location"}]
| false
| null | null | null |
917a93c6b5689f031c6779f12176c0d60e186575
|
TheStack--python--000.parquet
|
Fill in the in this Pythoncode:Python code: def extract_features(day_candle): """ Extract the features for the learning algorithm from a daily candle. The Features are: high_bid, low_bid, close_bid, open_ask, high_ask, low_ask, and close_ask (all relative to open_bid) in pips. Args: day_candle: candles.Candle object representing a daily candle. Returns: features: List of Decimals. The features described above, all in two decimal places. """ multiplier = day_candle.instrument.multiplier features = [ day_candle.high_bid, day_candle.low_bid, day_candle.close_bid, day_candle.open_ask, day_candle.high_ask, day_candle.low_ask, day_candle.close_ask, ] features = [multiplier * (x - day_candle.open_bid) for x in features] features = [decimal.Decimal(x).quantize(TWO_PLACES) for x in features] return features def get_profitable_change(day_candle): """ Get the potential daily profitable price change in pips. # Complete this line If prices fall enough, we have: close_ask - open_bid (< 0), sell. if prices stay relatively still, we don't buy or sell. It's 0. Args: day_candle: candles.Candle object representing a daily candle. Returns: profitable_change: Decimal. The profitable rate change described above, in two decimal places. """ multiplier = day_candle.instrument.multiplier change = 0 if day_candle.close_bid > day_candle.open_ask: change = multiplier * (day_candle.close_bid - day_candle.open_ask) elif day_candle.close_ask < day_candle.open_bid: change = multiplier * (day_candle.close_ask - day_candle.open_bid) return decimal.Decimal(change).quantize(TWO_PLACES) def build_sample_row(candle_previous, candle_next): """ Build one training sample from two consecutive days of candles. Args: candle_previous: candles.Candle object. Candle of first day. candle_next: candles.Candle object. Candle of second day. Returns: sample: TrainingSample object. One training sample for learning. """ return ts.create_one( instrument=candle_next.instrument, date=candle_next.start_time.date() + datetime.timedelta(1), features=extract_features(candle_previous), target=get_profitable_change(candle_next)) ... [2 more functiondefs truncated] ...
|
The missing line is: If prices rise enough, we have: close_bid - open_ask (> 0), buy.
|
intermediate
|
ui
|
fill_in_the_blank
|
Pythoncode:Python
| 3
| 0
| 2,572
| false
|
[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\ndef extract_features(day_candle):\n \"\"\" Extract the features for the learning algorithm from a daily candle.\n The Features are:\n high_bid, low_bid, close_bid, open_ask, high_ask, low_ask,\n and close_ask (all relative to open_bid) in pips.\n\n Args:\n day_candle: candles.Candle object representing a daily candle.\n\n Returns:\n features: List of Decimals. The features described above, all in two\n decimal places.\n \"\"\"\n multiplier = day_candle.instrument.multiplier\n features = [\n day_candle.high_bid,\n day_candle.low_bid,\n day_candle.close_bid,\n day_candle.open_ask,\n day_candle.high_ask,\n day_candle.low_ask,\n day_candle.close_ask,\n ]\n features = [multiplier * (x - day_candle.open_bid) for x in features]\n features = [decimal.Decimal(x).quantize(TWO_PLACES) for x in features]\n\n return features\n\n\ndef get_profitable_change(day_candle):\n \"\"\" Get the potential daily profitable price change in pips.\n # Complete this line\n If prices fall enough, we have: close_ask - open_bid (< 0), sell.\n if prices stay relatively still, we don't buy or sell. It's 0.\n\n Args:\n day_candle: candles.Candle object representing a daily candle.\n\n Returns:\n profitable_change: Decimal. The profitable rate change described\n above, in two decimal places.\n \"\"\"\n multiplier = day_candle.instrument.multiplier\n change = 0\n if day_candle.close_bid > day_candle.open_ask:\n change = multiplier * (day_candle.close_bid - day_candle.open_ask)\n elif day_candle.close_ask < day_candle.open_bid:\n change = multiplier * (day_candle.close_ask - day_candle.open_bid)\n\n return decimal.Decimal(change).quantize(TWO_PLACES)\n\n\ndef build_sample_row(candle_previous, candle_next):\n \"\"\" Build one training sample from two consecutive days of candles.\n\n Args:\n candle_previous: candles.Candle object. Candle of first day.\n candle_next: candles.Candle object. Candle of second day.\n\n Returns:\n sample: TrainingSample object. One training sample for learning.\n \"\"\"\n return ts.create_one(\n instrument=candle_next.instrument,\n date=candle_next.start_time.date() + datetime.timedelta(1),\n features=extract_features(candle_previous),\n target=get_profitable_change(candle_next))\n\n\n\n ... [2 more functiondefs truncated] ..."}, {"role": "assistant", "content": "The missing line is:\n If prices rise enough, we have: close_bid - open_ask (> 0), buy."}]
| false
| null | null | null |
917afbcd55aefac0dcfd4785b8010a4e43b0d1c3
|
TheStack--python--000.parquet
|
Explain this Pythoncode:Python code: from diagrams import Node class _Outscale(Node): _provider = "outscale" _icon_dir = "resources/outscale" fontcolor = "#ffffff"
|
Classes: _Outscale This code demonstrates Pythoncode:Python programming.
|
beginner
|
oop
|
code_explanation
|
Pythoncode:Python
| 0
| 1
| 142
| true
|
[{"role": "user", "content": "Explain this Pythoncode:Python code:\nfrom diagrams import Node\n\n\nclass _Outscale(Node):\n _provider = \"outscale\"\n _icon_dir = \"resources/outscale\"\n\n fontcolor = \"#ffffff\""}, {"role": "assistant", "content": " Classes: _Outscale\n This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
917b4bfe42198de5b3e0fb37cbc4743cf9cac201
|
TheStack--python--000.parquet
|
Find the logical error in this Pythoncode:Python code: __doc__ = \ """ ====================================================================================== Main-driver :obj:`LogStream` variables (:mod:`mango.application.main_driver.logstream`) ======================================================================================= .. currentmodule:: mango.application.main_driver.logstream Logging objects/attributes for :obj:`mango.application.main_driver.MainDriverFilter` filters. Classes ======= .. autosummary:: :toctree: generated/ LogStream - Message logging for :obj:`mango.application.main_driver.MainDriverFilter` filters. Attributes ========== .. autodata:: log .. autodata:: mstLog .. autodata:: mstOut .. autodata:: warnLog .. autodata:: errLog """ import mango import mango.mpi as mpi import os import os.path import sys if sys.platform.startswith('linux'): import DLFCN as dl _flags = sys.getdlopenflags() sys.setdlopenflags(dl.RTLD_NOW|dl.RTLD_GLOBAL) from . import _mango_main_driver as _mango_main_driver_so sys.setdlopenflags(_flags) else: from . import _mango_main_driver as _mango_main_driver_so from mango.core import LogStream #: Messages sent to stdout, prefixed with :samp:`'P<RANK>'`, where :samp:`<RANK>` is MPI process world rank. log = _mango_main_driver_so._log #: Messages sent to stdout, prefixed with :samp:`'MST'`, and messages also saved to history-meta-data. mstLog = _mango_main_driver_so._mstLog #: Messages sent to stdout, prefixed with :samp:`'OUT'`. mstOut = _mango_main_driver_so._mstOut #: Messages sent to stderr, prefixed with :samp:`'WARNING'`. warnLog = _mango_main_driver_so._warnLog #: Messages sent to stderr, prefixed with :samp:`'ERROR'`. errLog = _mango_main_driver_so._errLog __all__ = [s for s in dir() if not s.startswith('_')]
|
Logical Error Analysis: Error Type: WRONG_OPERATOR Issue: Assignment instead of comparison Severity: CRITICAL Location: Line 3 Buggy code: ====================================================================================== Should be: ======================================================================================= Explanation: Wrong operator will cause logic error Fix: Change operator back to correct one
|
intermediate
|
database
|
logical_errors
|
Pythoncode:Python
| 0
| 0
| 1,792
| true
|
[{"role": "user", "content": "Find the logical error in this Pythoncode:Python code:\n__doc__ = \\\n\"\"\"\n======================================================================================\nMain-driver :obj:`LogStream` variables (:mod:`mango.application.main_driver.logstream`)\n=======================================================================================\n\n.. currentmodule:: mango.application.main_driver.logstream\n\nLogging objects/attributes for :obj:`mango.application.main_driver.MainDriverFilter` filters.\n\nClasses\n=======\n\n.. autosummary::\n :toctree: generated/\n \n LogStream - Message logging for :obj:`mango.application.main_driver.MainDriverFilter` filters.\n\n\nAttributes\n==========\n\n.. autodata:: log\n\n.. autodata:: mstLog\n\n.. autodata:: mstOut\n\n.. autodata:: warnLog\n\n.. autodata:: errLog\n\n\n\"\"\"\n\nimport mango\nimport mango.mpi as mpi\n\nimport os\nimport os.path\nimport sys\nif sys.platform.startswith('linux'):\n import DLFCN as dl\n _flags = sys.getdlopenflags()\n sys.setdlopenflags(dl.RTLD_NOW|dl.RTLD_GLOBAL)\n from . import _mango_main_driver as _mango_main_driver_so\n sys.setdlopenflags(_flags)\nelse:\n from . import _mango_main_driver as _mango_main_driver_so\n\nfrom mango.core import LogStream\n\n#: Messages sent to stdout, prefixed with :samp:`'P<RANK>'`, where :samp:`<RANK>` is MPI process world rank.\nlog = _mango_main_driver_so._log\n\n#: Messages sent to stdout, prefixed with :samp:`'MST'`, and messages also saved to history-meta-data.\nmstLog = _mango_main_driver_so._mstLog\n\n#: Messages sent to stdout, prefixed with :samp:`'OUT'`.\nmstOut = _mango_main_driver_so._mstOut\n\n#: Messages sent to stderr, prefixed with :samp:`'WARNING'`.\nwarnLog = _mango_main_driver_so._warnLog\n\n#: Messages sent to stderr, prefixed with :samp:`'ERROR'`.\nerrLog = _mango_main_driver_so._errLog\n\n__all__ = [s for s in dir() if not s.startswith('_')]"}, {"role": "assistant", "content": " Logical Error Analysis:\n\n Error Type: WRONG_OPERATOR\n Issue: Assignment instead of comparison\n Severity: CRITICAL\n\n Location: Line 3\n\n Buggy code:\n ======================================================================================\n\n Should be:\n =======================================================================================\n\n Explanation: Wrong operator will cause logic error\n Fix: Change operator back to correct one"}]
| true
|
logical
|
WRONG_OPERATOR
|
CRITICAL
|
917b8eb1f8726a411ad6e99afecc5eaca421cc08
|
TheStack--python--000.parquet
|
Explain this Pythoncode:Python code: # -*- coding: utf-8-unix -*- import platform ###################################################################### # Platform specific headers ######################################################################
|
This code demonstrates Pythoncode:Python programming.
|
intermediate
|
database
|
code_explanation
|
Pythoncode:Python
| 0
| 0
| 217
| true
|
[{"role": "user", "content": "Explain this Pythoncode:Python code:\n# -*- coding: utf-8-unix -*-\n\nimport platform\n\n######################################################################\n# Platform specific headers\n######################################################################"}, {"role": "assistant", "content": " This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
917c31411ccb8a75122b971cca9ce661e5940151
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: from overrides import overrides from ..masked_layer import MaskedLayer class OutputMask(MaskedLayer): """ This Layer is purely for debugging. You can wrap this on a layer's output to get the mask output by that layer as a model output, for easie
|
Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Detected Errors: • Code truncated in middle of expression - unexpected EOF • Unterminated string literal at line 7 • SyntaxError: unterminated triple-quoted string literal (detected at line 9) at line 7 Fix: Complete the truncated code structure
|
advanced
|
machine_learning
|
error_detection
|
Pythoncode:Python
| 2
| 1
| 261
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nfrom overrides import overrides\n\nfrom ..masked_layer import MaskedLayer\n\n\nclass OutputMask(MaskedLayer):\n \"\"\"\n This Layer is purely for debugging. You can wrap this on a layer's output to get the mask\n output by that layer as a model output, for easie"}, {"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 7\n \u2022 SyntaxError: unterminated triple-quoted string literal (detected at line 9) at line 7\n\n Fix: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
917c654b7225932aa925e3dba908d54b0c600e75
|
TheStack--python--000.parquet
|
Fix this broken Pythoncode:Python code: """ energy.py function that computes the inter particle energy It uses truncated 12-6 Lennard Jones potential All the variables are in reduced units. """ def distance(atom1, atom2): """ Computes the square of inter particle distance Minimum image convention is applied for distance calculation for periodic boundary conditions """ dx = atom1.x - atom2.x Error: SyntaxError / EOF
|
Fixed Code: """ energy.py function that computes the inter particle energy It uses truncated 12-6 Lennard Jones potential All the variables are in reduced units. """ def distance(atom1, atom2): """ Computes the square of inter particle distance Minimum image convention is applied for distance calculation for periodic boundary conditions """ dx = atom1.x - atom2.x dy = atom1.y - atom2.y dz = atom1.z - atom2.z Explanation: Complete the truncated code structure
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intermediate
|
database
|
error_fixing
|
Pythoncode:Python
| 3
| 0
| 395
| false
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\n\"\"\"\nenergy.py\n\nfunction that computes the inter particle energy\nIt uses truncated 12-6 Lennard Jones potential\nAll the variables are in reduced units.\n\n\"\"\"\n\ndef distance(atom1, atom2):\n \n \"\"\"\n Computes the square of inter particle distance\n Minimum image convention is applied for distance calculation for periodic boundary conditions\n \"\"\"\n \n dx = atom1.x - atom2.x\n\n\n Error: SyntaxError / EOF"}, {"role": "assistant", "content": " Fixed Code:\n\n\n\"\"\"\nenergy.py\n\nfunction that computes the inter particle energy\nIt uses truncated 12-6 Lennard Jones potential\nAll the variables are in reduced units.\n\n\"\"\"\n\ndef distance(atom1, atom2):\n \n \"\"\"\n Computes the square of inter particle distance\n Minimum image convention is applied for distance calculation for periodic boundary conditions\n \"\"\"\n \n dx = atom1.x - atom2.x\n dy = atom1.y - atom2.y\n dz = atom1.z - atom2.z\n \n\n Explanation: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
917d1911394719c31fdc868c9c05aa1015cc7576
|
TheStack--python--000.parquet
|
Suggest refactoring for this Pythoncode:Python code: import numpy as np import math from scipy.optimize import curve_fit def calc_lorentzian(CestCurveS, x_calcentires, mask, config): (rows, colums, z_slices, entires) = CestCurveS.shape lorenzian = {key: np.zeros((rows, colums, z_slices), dtype=float) for key in config.lorenzian_keys} for k in range(z_slices): for i in range(rows): for j in range(colums): if mask[i, j, k] != 0: params = calc_lorenzian_pixel(CestCurveS[i, j, k, :], x_calcentires, config.Lorenzian['MT_f'], config.Lorenzian['NOE1_f'], config.Lorenzian['NOE2_f'], config.Lorenzian['OH_f'], config.Lorenzian['NH_f']) if params is None: continue dic = { 'OH_a': params[3], 'OH_w': params[4], 'NH_a': params[5], 'NH_w': params[6], 'NOE1_a': params[7], 'NOE1_w': params[8], 'NOE2_a': params[9], 'NOE2_w': params[10], 'MT_a': params[11], 'MT_w': params[12], } for key in config.lorenzian_keys: lorenzian[key][i, j, k] = dic[key] return lorenzian def calc_lorenzian_pixel(values, x_calcentires, MT_f, NOE1_f, NOE2_f, OH_f, NH_f): # wassr_offset, da die Z-Spektren vorher korrigiert wurden fit = lorenz_like_matlab(wassr_offset=0, MT_f=MT_f, NOE1_f=NOE1_f, NOE2_f=NOE2_f, OH_f=OH_f, NH_f=NH_f) try: param, param_cov = curve_fit(fit, x_calcentires, values, bounds=([0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10])) except RuntimeError: param = None return param def lorenz_like_matlab(wassr_offset, MT_f: float = - 2.43, NOE1_f: float = - 1, NOE2_f: float = - 2.6, OH_f: float = + 1.4, NH_f: float = + 3.2): # X_f = frequenz of X #ret = (a + ak) - (a * ((b ** 2) / 4) / (((b ** 2) / 4) + (x - wassr_offset) ** 2)) pass def one_lorenz(x, amplitude, width, wassr_offset, frequenz): return amplitude * ((width ** 2) / 4) / (((width ** 2) / 4) + (x - (wassr_offset + frequenz)) ** 2)
|
Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
|
intermediate
|
general
|
refactoring
|
Pythoncode:Python
| 4
| 0
| 2,628
| true
|
[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\nimport numpy as np\nimport math\nfrom scipy.optimize import curve_fit\n\n\ndef calc_lorentzian(CestCurveS, x_calcentires, mask, config):\n (rows, colums, z_slices, entires) = CestCurveS.shape\n\n lorenzian = {key: np.zeros((rows, colums, z_slices), dtype=float) for key in config.lorenzian_keys}\n for k in range(z_slices):\n for i in range(rows):\n for j in range(colums):\n if mask[i, j, k] != 0:\n params = calc_lorenzian_pixel(CestCurveS[i, j, k, :], x_calcentires, config.Lorenzian['MT_f'],\n config.Lorenzian['NOE1_f'], config.Lorenzian['NOE2_f'],\n config.Lorenzian['OH_f'], config.Lorenzian['NH_f'])\n if params is None:\n continue\n dic = {\n 'OH_a': params[3],\n 'OH_w': params[4],\n 'NH_a': params[5],\n 'NH_w': params[6],\n 'NOE1_a': params[7],\n 'NOE1_w': params[8],\n 'NOE2_a': params[9],\n 'NOE2_w': params[10],\n 'MT_a': params[11],\n 'MT_w': params[12],\n }\n for key in config.lorenzian_keys:\n lorenzian[key][i, j, k] = dic[key]\n return lorenzian\n\n\ndef calc_lorenzian_pixel(values, x_calcentires, MT_f, NOE1_f, NOE2_f, OH_f, NH_f):\n # wassr_offset, da die Z-Spektren vorher korrigiert wurden\n fit = lorenz_like_matlab(wassr_offset=0, MT_f=MT_f, NOE1_f=NOE1_f, NOE2_f=NOE2_f, OH_f=OH_f, NH_f=NH_f)\n try:\n param, param_cov = curve_fit(fit, x_calcentires, values, bounds=([0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0],\n [10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10,\n 10,\n 10]))\n except RuntimeError:\n param = None\n\n return param\n\n\ndef lorenz_like_matlab(wassr_offset, MT_f: float = - 2.43, NOE1_f: float = - 1, NOE2_f: float = - 2.6,\n OH_f: float = + 1.4, NH_f: float = + 3.2):\n # X_f = frequenz of X\n #ret = (a + ak) - (a * ((b ** 2) / 4) / (((b ** 2) / 4) + (x - wassr_offset) ** 2))\n pass\n\ndef one_lorenz(x, amplitude, width, wassr_offset, frequenz):\n return amplitude * ((width ** 2) / 4) / (((width ** 2) / 4) + (x - (wassr_offset + frequenz)) ** 2)"}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
917d24af3dd098f693a886046f82e8514c7bd83a
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: #!/usr/bin/env python3 # -*- coding:utf-8 -*- ############################################################# # File: network_models_LSTU.py # Created Date: Tuesday February 25th 2020 # Author: Chen Xuanhong # Email: chenxuanhongzju@outlook.com # Last Modified: Tuesday, 25th February 2020 9:57:06 pm # Modified By: Chen Xuanhong # Copyright (c) 2020 Shanghai Jiao Tong University ############################################################# from __future__ import absolute_import from __future__ import division from __future__ import print_function from functools import partial import tensorflow as tf import tensorflow.contrib.slim as slim import tflib as tl def Genc(x, dim=64, n_layers=5, multi_inputs=1, is_training=True): bn = partial(batch_norm, is_training=is_training) conv_bn_lrelu = partial(conv, normalizer_fn=bn, activation_fn=lrelu) with tf.variable_scope('Genc', reuse=tf.AUTO_REUSE): h, w = x.shape[1:3] z = x zs = [] for i in range(n_layers - 1): d = min(dim * 2**i, MAX_DIM) if multi_inputs > i and i > 0: z = tf.concat([z, tf.image.resize_bicubic(x, (h//(2**i), w//(2**i)))], 3) z = conv_bn_lrelu(z, d, 4, 2) zs.append(z) return zs ... [8 more functiondefs truncated] ...
|
Error Analysis: Error Type: OFF_BY_ONE Error: OFF_BY_ONE Detected Errors: • Code truncated in middle of expression - unexpected EOF • Invalid syntax at line 42: ... [8 more functiondefs truncated] ... Fix: Check loop bounds and array indices carefully
|
intermediate
|
database
|
error_detection
|
Pythoncode:Python
| 1
| 0
| 1,324
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\n#!/usr/bin/env python3\n# -*- coding:utf-8 -*-\n#############################################################\n# File: network_models_LSTU.py\n# Created Date: Tuesday February 25th 2020\n# Author: Chen Xuanhong\n# Email: chenxuanhongzju@outlook.com\n# Last Modified: Tuesday, 25th February 2020 9:57:06 pm\n# Modified By: Chen Xuanhong\n# Copyright (c) 2020 Shanghai Jiao Tong University\n#############################################################\n\n\nfrom __future__ import absolute_import\nfrom __future__ import division\nfrom __future__ import print_function\n\nfrom functools import partial\n\nimport tensorflow as tf\nimport tensorflow.contrib.slim as slim\nimport tflib as tl\n\n\ndef Genc(x, dim=64, n_layers=5, multi_inputs=1, is_training=True):\n bn = partial(batch_norm, is_training=is_training)\n conv_bn_lrelu = partial(conv, normalizer_fn=bn, activation_fn=lrelu)\n\n with tf.variable_scope('Genc', reuse=tf.AUTO_REUSE):\n h, w = x.shape[1:3]\n z = x\n zs = []\n for i in range(n_layers - 1):\n d = min(dim * 2**i, MAX_DIM)\n if multi_inputs > i and i > 0:\n z = tf.concat([z, tf.image.resize_bicubic(x, (h//(2**i), w//(2**i)))], 3)\n z = conv_bn_lrelu(z, d, 4, 2)\n zs.append(z)\n return zs\n\n\n ... [8 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: OFF_BY_ONE\n Error: OFF_BY_ONE\n\n Detected Errors:\n \u2022 Code truncated in middle of expression - unexpected EOF\n \u2022 Invalid syntax at line 42: ... [8 more functiondefs truncated] ...\n\n\n Fix: Check loop bounds and array indices carefully"}]
| true
|
logical
|
OFF_BY_ONE
|
MEDIUM
|
917ddc860e3cb5987c6d77cf2eda4923d9234d7a
|
TheStack--python--000.parquet
|
Debug this Pythoncode:Python code: from unittest import TestCase from expects import expect, equal, raise_error from slender import List class TestKeepIf(TestCase): def test_keep_if_if_func_is_none(self): e = List([1, 2, 3, 4, 5]) expect(e.keep_if(None).to_list()).to(equal([1, 2, 3, 4, 5])) def test_keep_if_if_func_is_valid(self): e = List([1, 2, 3, 4, 5]) expect(e.keep_if(lambda item: item > 3).to_list()).to(equal([4, 5])) def test_keep_if_if_func_is_invalid_for_all_items(self): e = List([1, 2, 3, 4, 5]) expect(e.keep_if(lambda item: item > 6).to_list()).to(equal([])) def test_keep_if_if_func_is_different(self): e = List([1, 2, 3, 4]) expect(lambda: e.keep_if('...')).to(raise_error(TypeError))
|
Code analysis results: 🔴 Errors found: Block at line 7 has no indented body ⚠️ Warnings: Unexpected indentation at line 11 Unexpected indentation at line 15 Unexpected indentation at line 19 Unexpected indentation at line 23 💡 Suggestions: Add docstring to class 'TestKeepIf'
|
advanced
|
testing
|
debugging
|
Pythoncode:Python
| 4
| 1
| 760
| true
|
[{"role": "user", "content": "Debug this Pythoncode:Python code:\n\nfrom unittest import TestCase\nfrom expects import expect, equal, raise_error \n\nfrom slender import List\n\nclass TestKeepIf(TestCase):\n\n def test_keep_if_if_func_is_none(self):\n e = List([1, 2, 3, 4, 5])\n expect(e.keep_if(None).to_list()).to(equal([1, 2, 3, 4, 5]))\n\n def test_keep_if_if_func_is_valid(self):\n e = List([1, 2, 3, 4, 5])\n expect(e.keep_if(lambda item: item > 3).to_list()).to(equal([4, 5]))\n\n def test_keep_if_if_func_is_invalid_for_all_items(self):\n e = List([1, 2, 3, 4, 5])\n expect(e.keep_if(lambda item: item > 6).to_list()).to(equal([]))\n\n def test_keep_if_if_func_is_different(self):\n e = List([1, 2, 3, 4])\n expect(lambda: e.keep_if('...')).to(raise_error(TypeError))"}, {"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 11\n Unexpected indentation at line 15\n Unexpected indentation at line 19\n Unexpected indentation at line 23\n\n\ud83d\udca1 Suggestions:\n Add docstring to class 'TestKeepIf'"}]
| false
| null | null | null |
917e0cc4efaf369d4d17aeaeb0fc5c964a039793
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: #!/usr/bin/env python3 # Copyright (c) 2020 The Bitcoin Cash Node developers # Author matricz # Distributed under the MIT software license, see the accompanying # file COPYING or http://www.opensource.org/licenses/mit-license.php. class InvReceiver(P2PInterface): def __init__(self): super().__init__() self.invTimes = [] self.invDelays = [] def on_inv(self, message): timeArrived = time.time() # If an inv contains more then one transaction, then the number of invs (==samplesize) # will be non-deterministic. This would be an error. assert(len(message.inv) == 1) self.invTimes.append(timeArrived) if len(self.invTimes) > 1: timediff = self.invTimes[-1] - self.invTimes[-2] self.invDelays.append(timediff) class TxBroadcastIntervalTest(BitcoinTestFramework): # This test will have a node create a number of transactions and relay them # to the mininode InvReceivers (one inbound and one outbound) # according to test parameters. # A third disconnected node is used only to create signed transact
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Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Detected Errors: • Block at line 6 has no indented body • Block at line 13 has no indented body • Block at line 25 has no indented body Fix: Complete the truncated code structure
|
advanced
|
testing
|
error_detection
|
Pythoncode:Python
| 3
| 2
| 1,122
| false
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\n#!/usr/bin/env python3\n# Copyright (c) 2020 The Bitcoin Cash Node developers\n# Author matricz\n# Distributed under the MIT software license, see the accompanying\n# file COPYING or http://www.opensource.org/licenses/mit-license.php.\nclass InvReceiver(P2PInterface):\n\n def __init__(self):\n super().__init__()\n self.invTimes = []\n self.invDelays = []\n\n def on_inv(self, message):\n\n timeArrived = time.time()\n # If an inv contains more then one transaction, then the number of invs (==samplesize)\n # will be non-deterministic. This would be an error.\n assert(len(message.inv) == 1)\n self.invTimes.append(timeArrived)\n if len(self.invTimes) > 1:\n timediff = self.invTimes[-1] - self.invTimes[-2]\n self.invDelays.append(timediff)\n\n\nclass TxBroadcastIntervalTest(BitcoinTestFramework):\n\n # This test will have a node create a number of transactions and relay them\n # to the mininode InvReceivers (one inbound and one outbound)\n # according to test parameters.\n # A third disconnected node is used only to create signed transact"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: HARD_CUT\n Error: SyntaxError / EOF\n\n Detected Errors:\n \u2022 Block at line 6 has no indented body\n \u2022 Block at line 13 has no indented body\n \u2022 Block at line 25 has no indented body\n\n Fix: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
9181932ab3632366f38b401fcbe5e47425259914
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: import backend as F import numpy as np import scipy as sp import dgl from dgl import utils import unittest from numpy.testing import assert_array_equal def generate_rand_graph(n): arr = (sp.sparse.random(n, n, density=0.1, format='coo') != 0).astype(np.int64) return dgl.DGLGraph(arr, readonly=True) def test_create_full(): g = generate_rand_graph(100) full_nf = dgl.contrib.sampling.sampler.create_full_nodeflow(g, 5) assert full_nf.number_of_nodes() == g.number_of_nodes() * 6 assert full_nf.number_of_edges() == g.number_of_edges() * 5 def test_1neighbor_sampler_all(): g = generate_rand_graph(100) # In this case, NeighborSampling simply gets the neighborhood of a single vertex. for i, subg in enumerate(dgl.contrib.sampling.NeighborSampler( g, 1, g.number_of_nodes(), neighbor_type='in', num_workers=4)): seed_ids = subg.layer_parent_nid(-1) assert len(seed_ids) == 1 src, dst, eid = g.in_edges(seed_ids, form='all') assert subg.number_of_nodes() == le
|
Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Detected Errors: • Code truncated in middle of expression - unexpected EOF Fix: Complete the truncated code structure
|
advanced
|
testing
|
error_detection
|
Pythoncode:Python
| 6
| 0
| 1,041
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nimport backend as F\nimport numpy as np\nimport scipy as sp\nimport dgl\nfrom dgl import utils\nimport unittest\nfrom numpy.testing import assert_array_equal\n\ndef generate_rand_graph(n):\n arr = (sp.sparse.random(n, n, density=0.1, format='coo') != 0).astype(np.int64)\n return dgl.DGLGraph(arr, readonly=True)\n\ndef test_create_full():\n g = generate_rand_graph(100)\n full_nf = dgl.contrib.sampling.sampler.create_full_nodeflow(g, 5)\n assert full_nf.number_of_nodes() == g.number_of_nodes() * 6\n assert full_nf.number_of_edges() == g.number_of_edges() * 5\n\ndef test_1neighbor_sampler_all():\n g = generate_rand_graph(100)\n # In this case, NeighborSampling simply gets the neighborhood of a single vertex.\n for i, subg in enumerate(dgl.contrib.sampling.NeighborSampler(\n g, 1, g.number_of_nodes(), neighbor_type='in', num_workers=4)):\n seed_ids = subg.layer_parent_nid(-1)\n assert len(seed_ids) == 1\n src, dst, eid = g.in_edges(seed_ids, form='all')\n assert subg.number_of_nodes() == le"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: HARD_CUT\n Error: SyntaxError / EOF\n\n Detected Errors:\n \u2022 Code truncated in middle of expression - unexpected EOF\n\n Fix: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
91820c594379b0529582b42b9cc165d4cd520738
|
TheStack--python--000.parquet
|
Debug this Pythoncode:Python code: # Copyright Amazon.com, Inc. or its affiliates. All Rights Reserved. # # Licensed under the Apache License, Version 2.0 (the "License"). # You may not use this file except in compliance with the License. # 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 import os from typing import TYPE_CHECKING, Any, Dict, Optional import aws_orbit from aws_orbit.plugins import hooks from aws_orbit.remote_files import helm def deploy( plugin_id: str, context: "Context", team_context: "TeamContext", parameters: Dict[str, Any], ) -> None: _logger.debug("Team Env name: %s | Team name: %s", context.name, team_context.name) plugin_id = plugin_id.replace("_", "-") _logger.debug("plugin_id: %s", plugin_id) chart_path = helm.create_team_charts_copy(team_context=team_context, path=CHART_PATH, target_path=plugin_id) vars: Dict[str, Optional[str]] = dict( team=team_context.name, region=context.region, account_id=context.account_id, env_name=context.name, restart_policy=parameters["restartPolicy"] if "restartPolicy" in parameters else "Always", path=parameters["path"] if "path" in parameters else "/home/jovyan/shared/voila", options=parameters["options"] if "options" in parameters else "", plugin_id=plugin_id, toolkit_s3_bucket=context.toolkit.s3_bucket, image_pull_policy="Always" if aws_orbit.__version__.endswith(".dev0") else "IfNotPresent", image=parameters["image"] if "image" in parameters else team_context.final_image_address, sts_ep="legacy" if context.networking.data.internet_accessible else "regional", ) repo_location = team_context.team_helm_repository if repo_location: repo = team_context.name helm.add_repo(repo=repo, repo_location=repo_location) chart_name, chart_version, chart_package = helm.package_chart(repo=repo, chart_path=chart_path, values=vars) helm.install_chart( repo=repo, namespace=team_context.name, name=f"{team_context.name}-{plugin_id}", chart_name=chart_name, chart_version=chart_version, ) @hooks.destroy ... [1 more functiondefs truncated] ...
|
Code analysis results: 🔴 Errors found: Code truncated in middle of expression - unexpected EOF Invalid syntax at line 65: ... [1 more functiondefs truncated] ... ⚠️ Warnings: Unexpected indentation at line 24 Unexpected indentation at line 25 Unexpected indentation at line 26 Unexpected indentation at line 27 💡 Suggestions: Complete the expression on the last line Review syntax near the error location
|
intermediate
|
api
|
debugging
|
Pythoncode:Python
| 1
| 0
| 2,638
| true
|
[{"role": "user", "content": "Debug this Pythoncode:Python code:\n# Copyright Amazon.com, Inc. or its affiliates. All Rights Reserved.\n#\n# Licensed under the Apache License, Version 2.0 (the \"License\").\n# You may not use this file except in compliance with the License.\n# You may obtain a copy of the License at\n#\n# http://www.apache.org/licenses/LICENSE-2.0\n#\n# Unless required by applicable law or agreed to in writing, software\n# distributed under the License is distributed on an \"AS IS\" BASIS,\n# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.\n# See the License for the specific language governing permissions and\n# limitations under the License.\n\nimport logging\nimport os\nfrom typing import TYPE_CHECKING, Any, Dict, Optional\n\nimport aws_orbit\nfrom aws_orbit.plugins import hooks\nfrom aws_orbit.remote_files import helm\n\ndef deploy(\n plugin_id: str,\n context: \"Context\",\n team_context: \"TeamContext\",\n parameters: Dict[str, Any],\n) -> None:\n _logger.debug(\"Team Env name: %s | Team name: %s\", context.name, team_context.name)\n plugin_id = plugin_id.replace(\"_\", \"-\")\n _logger.debug(\"plugin_id: %s\", plugin_id)\n chart_path = helm.create_team_charts_copy(team_context=team_context, path=CHART_PATH, target_path=plugin_id)\n\n vars: Dict[str, Optional[str]] = dict(\n team=team_context.name,\n region=context.region,\n account_id=context.account_id,\n env_name=context.name,\n restart_policy=parameters[\"restartPolicy\"] if \"restartPolicy\" in parameters else \"Always\",\n path=parameters[\"path\"] if \"path\" in parameters else \"/home/jovyan/shared/voila\",\n options=parameters[\"options\"] if \"options\" in parameters else \"\",\n plugin_id=plugin_id,\n toolkit_s3_bucket=context.toolkit.s3_bucket,\n image_pull_policy=\"Always\" if aws_orbit.__version__.endswith(\".dev0\") else \"IfNotPresent\",\n image=parameters[\"image\"] if \"image\" in parameters else team_context.final_image_address,\n sts_ep=\"legacy\" if context.networking.data.internet_accessible else \"regional\",\n )\n\n repo_location = team_context.team_helm_repository\n if repo_location:\n repo = team_context.name\n helm.add_repo(repo=repo, repo_location=repo_location)\n chart_name, chart_version, chart_package = helm.package_chart(repo=repo, chart_path=chart_path, values=vars)\n helm.install_chart(\n repo=repo,\n namespace=team_context.name,\n name=f\"{team_context.name}-{plugin_id}\",\n chart_name=chart_name,\n chart_version=chart_version,\n )\n\n\n@hooks.destroy\n\n ... [1 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Code analysis results:\n\n\n\ud83d\udd34 Errors found:\n Code truncated in middle of expression - unexpected EOF\n Invalid syntax at line 65: ... [1 more functiondefs truncated] ...\n\n\n\u26a0\ufe0f Warnings:\n Unexpected indentation at line 24\n Unexpected indentation at line 25\n Unexpected indentation at line 26\n Unexpected indentation at line 27\n\n\ud83d\udca1 Suggestions:\n Complete the expression on the last line\n Review syntax near the error location"}]
| false
| null | null | null |
9183b4d3330e5dc6c4da3188d85901cf1703c4d4
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TheStack--python--000.parquet
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Fill in the in this Pythoncode:Python code: #! /usr/bin/env python # # 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. class Output(object): def __init__(self, base_dir, output_list): # At this point we don't care what was passed in, just a trigger # to write this out to the doc tree for now self.driver_file = None if output_list: self.driver_file = open( '%s/doc/source/drivers.rst' % base_dir, 'w+') self.driver_file.write('===================\n') self.driver_file.write('Available Drivers\n') self.driver_file.write('===================\n\n') def __enter__(self): return self def __exit__(self, type, value, traceback): if self.driver_file: self.driver_file.close() def write(self, text): if self.driver_file: self.driver_file.write('%s\n' % text) else: print(text) # Complete this line def format_description(desc, output): desc = desc or '<None>' lines = desc.rstrip('\n').split('\n') for line in lines: output.write(' %s' % line) def print_drivers(drivers, config_name, output): for driver in sorted(drivers, key=lambda x: x.class_fqn): output.write(driver.class_name) output.write('-' * len(driver.class_name)) if driver.version: output.write('* Version: %s' % driver.version) output.write('* %s=%s' % (config_name, driver.class_fqn)) if driver.ci_wiki_name: output.write('* CI info: %s%s' % (CI_WIKI_ROOT, driver.ci_wiki_name)) output.write('* Description:') format_description(driver.desc, output) output.write('') output.write('') def output_str(cinder_root, args): with Output(cinder_root, args.output_list) as output: output.write('Volume Drivers') output.write('==============') print_drivers(util.get_volume_drivers(), 'volume_driver', output) output.write('Backup Drivers') output.write('==============') print_drivers(util.get_backup_drivers(), 'backup_driver', output) output.write('FC Zone Manager Drivers') output.write('=======================') print_drivers(util.get_fczm_drivers(), 'zone_driver', output) ... [3 more functiondefs truncated] ...
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The missing line is:
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advanced
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api
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fill_in_the_blank
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Pythoncode:Python
| 7
| 1
| 2,870
| false
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[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\n#! /usr/bin/env python\n#\n# Licensed under the Apache License, Version 2.0 (the \"License\"); you may\n# not use this file except in compliance with the License. You may obtain\n# 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, WITHOUT\n# WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the\n# License for the specific language governing permissions and limitations\n# under the License.\n\nclass Output(object):\n\n def __init__(self, base_dir, output_list):\n # At this point we don't care what was passed in, just a trigger\n # to write this out to the doc tree for now\n self.driver_file = None\n if output_list:\n self.driver_file = open(\n '%s/doc/source/drivers.rst' % base_dir, 'w+')\n self.driver_file.write('===================\\n')\n self.driver_file.write('Available Drivers\\n')\n self.driver_file.write('===================\\n\\n')\n\n def __enter__(self):\n return self\n\n def __exit__(self, type, value, traceback):\n if self.driver_file:\n self.driver_file.close()\n\n def write(self, text):\n if self.driver_file:\n self.driver_file.write('%s\\n' % text)\n else:\n print(text)\n\n # Complete this line\ndef format_description(desc, output):\n desc = desc or '<None>'\n lines = desc.rstrip('\\n').split('\\n')\n for line in lines:\n output.write(' %s' % line)\n\n\ndef print_drivers(drivers, config_name, output):\n for driver in sorted(drivers, key=lambda x: x.class_fqn):\n output.write(driver.class_name)\n output.write('-' * len(driver.class_name))\n if driver.version:\n output.write('* Version: %s' % driver.version)\n output.write('* %s=%s' % (config_name, driver.class_fqn))\n if driver.ci_wiki_name:\n output.write('* CI info: %s%s' % (CI_WIKI_ROOT,\n driver.ci_wiki_name))\n output.write('* Description:')\n format_description(driver.desc, output)\n output.write('')\n output.write('')\n\n\ndef output_str(cinder_root, args):\n with Output(cinder_root, args.output_list) as output:\n output.write('Volume Drivers')\n output.write('==============')\n print_drivers(util.get_volume_drivers(), 'volume_driver', output)\n\n output.write('Backup Drivers')\n output.write('==============')\n print_drivers(util.get_backup_drivers(), 'backup_driver', output)\n\n output.write('FC Zone Manager Drivers')\n output.write('=======================')\n print_drivers(util.get_fczm_drivers(), 'zone_driver', output)\n\n\n\n ... [3 more functiondefs truncated] ..."}, {"role": "assistant", "content": "The missing line is:"}]
| false
| null | null | null |
91848acd7c9a76b40212893d24a66f1267e0b221
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TheStack--python--000.parquet
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Debug this Pythoncode:Python code: import sys f = open("/home/vader/Desktop/test.py", "r") #read all file python_script = f.read() print(python_script)
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Code analysis results: ⚠️ Warnings: Unexpected indentation at line 3 💡 Suggestions: Remove debug print() at line 5 before production
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beginner
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testing
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debugging
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Pythoncode:Python
| 0
| 0
| 126
| true
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[{"role": "user", "content": "Debug this Pythoncode:Python code:\nimport sys\nf = open(\"/home/vader/Desktop/test.py\", \"r\")\n #read all file\npython_script = f.read() \nprint(python_script)"}, {"role": "assistant", "content": " Code analysis results:\n\n\n\u26a0\ufe0f Warnings:\n Unexpected indentation at line 3\n\n\ud83d\udca1 Suggestions:\n Remove debug print() at line 5 before production"}]
| false
| null | null | null |
9184ffff91bd0e91c571446c2eb2a2d6fb77ed63
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TheStack--python--000.parquet
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Fix this broken Pythoncode:Python code: import smtplib import argparse from os.path import basename from email.mime.application import MIMEApplication from email.mime.multipart import MIMEMultipart from email.mime.text import MIMEText from email.utils import COMMASPACE, formatdate import configparser import json def send_mail(send_from, send_to, subject, text, files=None, server="127.0.0.1", use_ssl=False, username=None, password=None): assert isinstance(send_to, list) msg = MIMEMultipart() msg['From'] = send_from msg['To'] = COMMASPACE.join(send_to) msg['Date'] = formatdate(localtime=True) msg['Subject'] = subject msg.attach(MIMEText(text)) Error: SyntaxError: unterminated string literal
|
Fixed Code: import smtplib import argparse from os.path import basename from email.mime.application import MIMEApplication from email.mime.multipart import MIMEMultipart from email.mime.text import MIMEText from email.utils import COMMASPACE, formatdate import configparser import json def send_mail(send_from, send_to, subject, text, files=None, server="127.0.0.1", use_ssl=False, username=None, password=None): assert isinstance(send_to, list) msg = MIMEMultipart() msg['From'] = send_from msg['To'] = COMMASPACE.join(send_to) msg['Date'] = formatdate(localtime=True) msg['Subject'] = subject Explanation: Close the string literal with matching quote
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intermediate
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testing
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error_fixing
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Pythoncode:Python
| 1
| 0
| 656
| true
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[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\nimport smtplib\nimport argparse\nfrom os.path import basename\nfrom email.mime.application import MIMEApplication\nfrom email.mime.multipart import MIMEMultipart\nfrom email.mime.text import MIMEText\nfrom email.utils import COMMASPACE, formatdate\nimport configparser\nimport json\n\ndef send_mail(send_from, send_to, subject, text, files=None,\n server=\"127.0.0.1\", use_ssl=False, username=None, password=None):\n assert isinstance(send_to, list)\n\n msg = MIMEMultipart()\n msg['From'] = send_from\n msg['To'] = COMMASPACE.join(send_to)\n msg['Date'] = formatdate(localtime=True)\n msg['Subject'] = subject\n\n msg.attach(MIMEText(text))\n\n\n\n Error: SyntaxError: unterminated string literal"}, {"role": "assistant", "content": " Fixed Code:\n\n\nimport smtplib\nimport argparse\nfrom os.path import basename\nfrom email.mime.application import MIMEApplication\nfrom email.mime.multipart import MIMEMultipart\nfrom email.mime.text import MIMEText\nfrom email.utils import COMMASPACE, formatdate\nimport configparser\nimport json\n\ndef send_mail(send_from, send_to, subject, text, files=None,\n server=\"127.0.0.1\", use_ssl=False, username=None, password=None):\n assert isinstance(send_to, list)\n\n msg = MIMEMultipart()\n msg['From'] = send_from\n msg['To'] = COMMASPACE.join(send_to)\n msg['Date'] = formatdate(localtime=True)\n msg['Subject'] = subject\n\n\n Explanation: Close the string literal with matching quote"}]
| true
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syntax
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MID_STRING
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CRITICAL
|
9185566c87d7284eaa28e018591be112687ee8a6
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TheStack--python--000.parquet
|
Explain this Pythoncode:Python code: from dagster import repository from simple_lakehouse.pipelines import simple_lakehouse_pipeline @repository def simple_lakehouse(): return [simple_lakehouse_pipeline]
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Functions: simple_lakehouse This code demonstrates Pythoncode:Python programming.
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beginner
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general
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code_explanation
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Pythoncode:Python
| 1
| 0
| 173
| true
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[{"role": "user", "content": "Explain this Pythoncode:Python code:\nfrom dagster import repository\nfrom simple_lakehouse.pipelines import simple_lakehouse_pipeline\n\n\n@repository\ndef simple_lakehouse():\n return [simple_lakehouse_pipeline]"}, {"role": "assistant", "content": " Functions: simple_lakehouse\n This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
9186884237c62f08e8e5c91cdb86f2cf165aa0f6
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TheStack--python--000.parquet
|
Suggest refactoring for this Pythoncode:Python code: #Copyright ReportLab Europe Ltd. 2000-2017 #see license.txt for license details def Paragraph(s,style): from rlextra.radxml.para import Paragraph as PPPP return PPPP(s,style) from reportlab.lib.units import inch from reportlab.lib.styles import getSampleStyleSheet from reportlab.lib.enums import TA_LEFT, TA_RIGHT, TA_CENTER, TA_JUSTIFY import reportlab.rl_config reportlab.rl_config.invariant = 1 styles = getSampleStyleSheet() Title = "The Odyssey" Author = "Homer" def myTitlePage(canvas, doc): canvas.saveState() canvas.restoreState() def myLaterPages(canvas, doc): canvas.saveState() canvas.setFont('Times-Roman',9) canvas.drawString(inch, 0.75 * inch, "Page %d" % doc.page) canvas.restoreState() def go(): def myCanvasMaker(fn,**kw): from reportlab.pdfgen.canvas import Canvas canv = Canvas(fn,**kw) # attach our callback to the canvas canv.myOnDrawCB = myOnDrawCB return canv doc = BaseDocTemplate('dodyssey.pdf',showBoundary=0) #normal frame as for SimpleFlowDocument frameT = Frame(doc.leftMargin, doc.bottomMargin, doc.width, doc.height, id='normal') #Two Columns frame1 = Frame(doc.leftMargin, doc.bottomMargin, doc.width/2-6, doc.height, id='col1') frame2 = Frame(doc.leftMargin+doc.width/2+6, doc.bottomMargin, doc.width/2-6, doc.height, id='col2') doc.addPageTemplates([PageTemplate(id='First',frames=frameT, onPage=myTitlePage), PageTemplate(id='OneCol',frames=frameT, onPage=myLaterPages), PageTemplate(id='TwoCol',frames=[frame1,frame2], onPage=myLaterPages), ]) doc.build(Elements,canvasmaker=myCanvasMaker) Elements = [] ChapterStyle = copy.deepcopy(styles["Heading1"]) ChapterStyle.alignment = TA_CENTER ChapterStyle.fontsize = 14 InitialStyle = copy.deepcopy(ChapterStyle) InitialStyle.fontsize = 16 InitialStyle.leading = 20 PreStyle = styles["Code"] def newPage(): Elements.append(PageBreak()) chNum = 0 def myOnDrawCB(canv,kind,label): print('myOnDrawCB(%s)'%kind, 'Page number=', canv.getPageNumber(), 'label value=', label) def chapter(txt, style=ChapterStyle): global chNum Elements.append(NextPageTemplate('OneCol')) newPage() chNum += 1 if _NEW_PARA or not _CALLBACK: Elements.append(Paragraph(txt, style)) else: Elements.append(Paragraph(('foo<onDraw name="myOnDrawCB" label="chap %d"/> '%chNum)+txt, style)) Elements.append(Spacer(0.2*inch, 0.3*inch)) if useTwoCol: Elements.append(NextPageTemplate('TwoCol')) ... [9 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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database
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refactoring
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Pythoncode:Python
| 8
| 0
| 2,685
| true
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[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\n#Copyright ReportLab Europe Ltd. 2000-2017\n#see license.txt for license details\n def Paragraph(s,style):\n from rlextra.radxml.para import Paragraph as PPPP\n return PPPP(s,style)\n\nfrom reportlab.lib.units import inch\nfrom reportlab.lib.styles import getSampleStyleSheet\nfrom reportlab.lib.enums import TA_LEFT, TA_RIGHT, TA_CENTER, TA_JUSTIFY\n\nimport reportlab.rl_config\nreportlab.rl_config.invariant = 1\n\nstyles = getSampleStyleSheet()\n\nTitle = \"The Odyssey\"\nAuthor = \"Homer\"\n\ndef myTitlePage(canvas, doc):\n canvas.saveState()\n canvas.restoreState()\n\ndef myLaterPages(canvas, doc):\n canvas.saveState()\n canvas.setFont('Times-Roman',9)\n canvas.drawString(inch, 0.75 * inch, \"Page %d\" % doc.page)\n canvas.restoreState()\n\ndef go():\n def myCanvasMaker(fn,**kw):\n from reportlab.pdfgen.canvas import Canvas\n canv = Canvas(fn,**kw)\n # attach our callback to the canvas\n canv.myOnDrawCB = myOnDrawCB\n return canv\n\n doc = BaseDocTemplate('dodyssey.pdf',showBoundary=0)\n\n #normal frame as for SimpleFlowDocument\n frameT = Frame(doc.leftMargin, doc.bottomMargin, doc.width, doc.height, id='normal')\n\n #Two Columns\n frame1 = Frame(doc.leftMargin, doc.bottomMargin, doc.width/2-6, doc.height, id='col1')\n frame2 = Frame(doc.leftMargin+doc.width/2+6, doc.bottomMargin, doc.width/2-6,\n doc.height, id='col2')\n doc.addPageTemplates([PageTemplate(id='First',frames=frameT, onPage=myTitlePage),\n PageTemplate(id='OneCol',frames=frameT, onPage=myLaterPages),\n PageTemplate(id='TwoCol',frames=[frame1,frame2], onPage=myLaterPages),\n ])\n doc.build(Elements,canvasmaker=myCanvasMaker)\n\nElements = []\n\nChapterStyle = copy.deepcopy(styles[\"Heading1\"])\nChapterStyle.alignment = TA_CENTER\nChapterStyle.fontsize = 14\nInitialStyle = copy.deepcopy(ChapterStyle)\nInitialStyle.fontsize = 16\nInitialStyle.leading = 20\nPreStyle = styles[\"Code\"]\n\ndef newPage():\n Elements.append(PageBreak())\n\nchNum = 0\ndef myOnDrawCB(canv,kind,label):\n print('myOnDrawCB(%s)'%kind, 'Page number=', canv.getPageNumber(), 'label value=', label)\n\ndef chapter(txt, style=ChapterStyle):\n global chNum\n Elements.append(NextPageTemplate('OneCol'))\n newPage()\n chNum += 1\n if _NEW_PARA or not _CALLBACK:\n Elements.append(Paragraph(txt, style))\n else:\n Elements.append(Paragraph(('foo<onDraw name=\"myOnDrawCB\" label=\"chap %d\"/> '%chNum)+txt, style))\n Elements.append(Spacer(0.2*inch, 0.3*inch))\n if useTwoCol:\n Elements.append(NextPageTemplate('TwoCol'))\n\n\n ... [9 more functiondefs truncated] ..."}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
9186f6c899c8a19e537fae60a274b21c711b183a
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TheStack--python--000.parquet
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Complete this Pythoncode:Python code: """ econ/fred_view.py tests """ import unittest from unittest import mock from io import StringIO import pandas as pd # pylint: disable=unused-import from gamestonk_terminal.econ.fred_view import get_fred_data # noqa: F401 fred_data_mock = """ ,GDP 2019-01-01,21115.309 2019-04-01,21329.877 2019-07-01,21540.325 2019-10-01,21747.394 2020-01-01,21561.139 2020-04-01,19520.114 2020-07-01,21170.252
|
2020-10-01,21494.731 """ class TestFredFredView(unittest.TestCase): @mock.patch("gamestonk_terminal.econ.fred_view.Fred.get_series") def test_get_fred_data(self, mock_get_series): fred_data = pd.read_csv(StringIO(fred_data_mock), header=0, index_col=0) mock_get_series.return_value = fred_data get_fred_data(["--noplot"], "gdp")
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advanced
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testing
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code_completion
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Pythoncode:Python
| 1
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| 764
| true
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[{"role": "user", "content": "Complete this Pythoncode:Python code:\n\"\"\" econ/fred_view.py tests \"\"\"\nimport unittest\nfrom unittest import mock\nfrom io import StringIO\nimport pandas as pd\n\n# pylint: disable=unused-import\nfrom gamestonk_terminal.econ.fred_view import get_fred_data # noqa: F401\n\nfred_data_mock = \"\"\"\n,GDP\n2019-01-01,21115.309\n2019-04-01,21329.877\n2019-07-01,21540.325\n2019-10-01,21747.394\n2020-01-01,21561.139\n2020-04-01,19520.114\n2020-07-01,21170.252"}, {"role": "assistant", "content": "\n2020-10-01,21494.731\n\"\"\"\n\n\nclass TestFredFredView(unittest.TestCase):\n @mock.patch(\"gamestonk_terminal.econ.fred_view.Fred.get_series\")\n def test_get_fred_data(self, mock_get_series):\n fred_data = pd.read_csv(StringIO(fred_data_mock), header=0, index_col=0)\n\n mock_get_series.return_value = fred_data\n\n get_fred_data([\"--noplot\"], \"gdp\")"}]
| false
| null | null | null |
9187649de93ea28a41bff761a58a3a5d39922848
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TheStack--python--000.parquet
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Fill in the in this Pythoncode:Python code: # Copyright (c) 2009-2010 Denis Bilenko. See LICENSE for details. """Managing greenlets in a group. The :class:`Group` class in this module abstracts a group of running greenlets. When a greenlet dies, it's automatically removed from the group. The :class:`Pool` which a subclass of :class:`Group` provides a way to limit concurrency: its :meth:`spawn <Pool.spawn>` method blocks if the number of greenlets in the pool has already reached the limit, until there is a free slot. """ from gevent.hub import GreenletExit, getcurrent from gevent.greenlet import joinall, Greenlet from gevent.timeout import Timeout from gevent.event import Event from gevent.coros import Semaphore, DummySemaphore __all__ = ['Group', 'Pool'] class Group(object): """Maintain a group of greenlets that are still running. Links to each item and removes it upon notification. """ greenlet_class = Greenlet def __init__(self, *args): assert len(args) <= 1, args self.greenlets = set(*args) if args: for greenlet in args[0]: greenlet.rawlink(self.discard) # each item we kill we place in dying, to avoid killing the same greenlet twice self.dying = set() self._empty_event = Event() self._empty_event.set() def __repr__(self): try: classname = self.__class__.__name__ except AttributeError: classname = 'Group' # XXX check if 2.4 really uses this line return '<%s at %s %s>' % (classname, hex(id(self)), self.greenlets) def __len__(self): return len(self.greenlets) def __contains__(self, item): return item in self.greenlets # Complete this line def __iter__(self): return iter(self.greenlets) def add(self, greenlet): greenlet.rawlink(self.discard) self.greenlets.add(greenlet) self._empty_event.clear() def discard(self, greenlet): self.greenlets.discard(greenlet) self.dying.discard(greenlet) if not self.greenlets: self._empty_event.set() def start(self, greenlet): self.add(greenlet) greenlet.start() def spawn(self, *args, **kwargs): add = self.add greenlet = self.greenlet_class.spawn(*args, **kwargs) add(greenlet) return greenlet def spawn_link(self, *args, **kwargs): greenlet = self.spawn(*args, **kwargs) greenlet.link() return greenlet def spawn_link_value(self, *args, **kwargs): greenlet = self.spawn(*args, **kwargs) greenlet.link_value() return greenlet def spawn_link_exception(self, *args, **kwargs): greenlet = self.spawn(*args, **kwargs) greenlet.link_exception() return greenlet # def close(self): # """Prevents any more tasks from being submitted to the pool""" # self.add = RaiseException("This %s has been closed" % self.__class__.__name__) def join(self, timeout=None, raise ... [code truncated] ...
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The missing line is:
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advanced
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testing
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fill_in_the_blank
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Pythoncode:Python
| 13
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| 3,033
| true
|
[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\n# Copyright (c) 2009-2010 Denis Bilenko. See LICENSE for details.\n\"\"\"Managing greenlets in a group.\n\nThe :class:`Group` class in this module abstracts a group of running greenlets.\nWhen a greenlet dies, it's automatically removed from the group.\n\nThe :class:`Pool` which a subclass of :class:`Group` provides a way to limit\nconcurrency: its :meth:`spawn <Pool.spawn>` method blocks if the number of\ngreenlets in the pool has already reached the limit, until there is a free slot.\n\"\"\"\n\nfrom gevent.hub import GreenletExit, getcurrent\nfrom gevent.greenlet import joinall, Greenlet\nfrom gevent.timeout import Timeout\nfrom gevent.event import Event\nfrom gevent.coros import Semaphore, DummySemaphore\n\n__all__ = ['Group', 'Pool']\n\n\nclass Group(object):\n \"\"\"Maintain a group of greenlets that are still running.\n\n Links to each item and removes it upon notification.\n \"\"\"\n greenlet_class = Greenlet\n\n def __init__(self, *args):\n assert len(args) <= 1, args\n self.greenlets = set(*args)\n if args:\n for greenlet in args[0]:\n greenlet.rawlink(self.discard)\n # each item we kill we place in dying, to avoid killing the same greenlet twice\n self.dying = set()\n self._empty_event = Event()\n self._empty_event.set()\n\n def __repr__(self):\n try:\n classname = self.__class__.__name__\n except AttributeError:\n classname = 'Group' # XXX check if 2.4 really uses this line\n return '<%s at %s %s>' % (classname, hex(id(self)), self.greenlets)\n\n def __len__(self):\n return len(self.greenlets)\n\n def __contains__(self, item):\n return item in self.greenlets\n # Complete this line\n def __iter__(self):\n return iter(self.greenlets)\n\n def add(self, greenlet):\n greenlet.rawlink(self.discard)\n self.greenlets.add(greenlet)\n self._empty_event.clear()\n\n def discard(self, greenlet):\n self.greenlets.discard(greenlet)\n self.dying.discard(greenlet)\n if not self.greenlets:\n self._empty_event.set()\n\n def start(self, greenlet):\n self.add(greenlet)\n greenlet.start()\n\n def spawn(self, *args, **kwargs):\n add = self.add\n greenlet = self.greenlet_class.spawn(*args, **kwargs)\n add(greenlet)\n return greenlet\n\n def spawn_link(self, *args, **kwargs):\n greenlet = self.spawn(*args, **kwargs)\n greenlet.link()\n return greenlet\n\n def spawn_link_value(self, *args, **kwargs):\n greenlet = self.spawn(*args, **kwargs)\n greenlet.link_value()\n return greenlet\n\n def spawn_link_exception(self, *args, **kwargs):\n greenlet = self.spawn(*args, **kwargs)\n greenlet.link_exception()\n return greenlet\n\n# def close(self):\n# \"\"\"Prevents any more tasks from being submitted to the pool\"\"\"\n# self.add = RaiseException(\"This %s has been closed\" % self.__class__.__name__)\n\n def join(self, timeout=None, raise\n\n ... [code truncated] ..."}, {"role": "assistant", "content": "The missing line is:"}]
| false
| null | null | null |
9187aae337945bbf532915814ef30a4e08766d0c
|
TheStack--python--000.parquet
|
Complete this incomplete Pythoncode:Python code: import time import logging from typing import Dict, Any, Tuple import pickle import numpy as np import xgboost as xgb from .common import load_lw_dataset, encode_query, decode_label from ..postgres import Postgres from ..estimator import Estimator from ..utils import evaluate, run_test from ...dataset.dataset import load_table from ...workload.workload import Query from ...constants import MODEL_ROOT, NUM_THREADS, PKL_PROTO class Args: def __init__(self, **kwargs): self.trees = 16 self.bins = 200 self.train_num = 10000 # overwrite parameters from user self.__dict__.update(kwargs) def train_lw_tree(seed, dataset, version, workload, params, sizelimit): np.random.seed(seed) # convert parameter dict of lw(nn) L.info(f"params: {params}") args = Args(**params) valid_num = args.train_num // 10 table = load_table(dataset, version) dataset = load_lw_dataset(table, workload, seed, args.bins) train_X, train_y, _ = dataset['train'] valid_X, valid_y, valid_gt = dataset['valid'] ... code continues ...
|
Completion: Missing: Code truncated abruptly - unexpected end of file To complete: • Complete the truncated code structure Example continuation: # Train model model_path = MODEL_ROOT / table.dataset model_path.mkdir(parents=True, exist_ok=True) model_file = model_path / f"{table.version}_{workload}-lwxgb_tr{args.trees}_bin{args.bins}_{args.train_num//1000}k-{seed}.pkl"
|
advanced
|
testing
|
incomplete_code
|
Pythoncode:Python
| 3
| 2
| 1,067
| true
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\nimport time\nimport logging\nfrom typing import Dict, Any, Tuple\nimport pickle\n\nimport numpy as np\nimport xgboost as xgb\n\nfrom .common import load_lw_dataset, encode_query, decode_label\nfrom ..postgres import Postgres\nfrom ..estimator import Estimator\nfrom ..utils import evaluate, run_test\nfrom ...dataset.dataset import load_table\nfrom ...workload.workload import Query\nfrom ...constants import MODEL_ROOT, NUM_THREADS, PKL_PROTO\n\nclass Args:\n def __init__(self, **kwargs):\n self.trees = 16\n self.bins = 200\n self.train_num = 10000\n\n # overwrite parameters from user\n self.__dict__.update(kwargs)\n\ndef train_lw_tree(seed, dataset, version, workload, params, sizelimit):\n np.random.seed(seed)\n\n # convert parameter dict of lw(nn)\n L.info(f\"params: {params}\")\n args = Args(**params)\n valid_num = args.train_num // 10\n\n table = load_table(dataset, version)\n dataset = load_lw_dataset(table, workload, seed, args.bins)\n train_X, train_y, _ = dataset['train']\n valid_X, valid_y, valid_gt = dataset['valid']\n\n\n ... code continues ..."}, {"role": "assistant", "content": " Completion:\n\n Missing: Code truncated abruptly - unexpected end of file\n\n To complete:\n \u2022 Complete the truncated code structure\n\n Example continuation:\n # Train model\n model_path = MODEL_ROOT / table.dataset\n model_path.mkdir(parents=True, exist_ok=True)\n model_file = model_path / f\"{table.version}_{workload}-lwxgb_tr{args.trees}_bin{args.bins}_{args.train_num//1000}k-{seed}.pkl\""}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
9187b814b570a612e2b93ab230ce46d039efd3f1
|
TheStack--python--000.parquet
|
Complete this incomplete Pythoncode:Python code: import os import configparser from warnings import warn def read_control_file(control_file): # Initialize ConfigParser object config = configparser.ConfigParser( strict=True, comment_prefixes=('/*', ';', '#'), inline_comment_prefixes=('/*', ';', '#') ) # Parse control file paths = config.read(control_file) # Check number of read control files. if len(paths) == 0: raise FileNotFoundError( f'Specified control file, {control_file}, is not found.') ... code continues ...
|
Completion: Missing: If statement incomplete - else clause truncated To complete: • Complete if-else statement Example continuation: elif len(paths) > 1: raise TypeError(f'Iterable {type(control_file)} is given as a control '\ 'file. Only one control file is supported.') # Check sections. Only 'REQUIRED' and 'OPTIONAL' sections will be used.
|
intermediate
|
testing
|
incomplete_code
|
Pythoncode:Python
| 3
| 0
| 520
| true
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\n\nimport os\nimport configparser\nfrom warnings import warn\n\ndef read_control_file(control_file):\n # Initialize ConfigParser object\n config = configparser.ConfigParser(\n strict=True,\n comment_prefixes=('/*', ';', '#'),\n inline_comment_prefixes=('/*', ';', '#')\n )\n\n # Parse control file\n paths = config.read(control_file)\n\n # Check number of read control files.\n if len(paths) == 0:\n raise FileNotFoundError(\n f'Specified control file, {control_file}, is not found.')\n\n ... code continues ..."}, {"role": "assistant", "content": " Completion:\n\n Missing: If statement incomplete - else clause truncated\n\n To complete:\n \u2022 Complete if-else statement\n\n Example continuation:\n elif len(paths) > 1:\n raise TypeError(f'Iterable {type(control_file)} is given as a control '\\\n 'file. Only one control file is supported.')\n\n # Check sections. Only 'REQUIRED' and 'OPTIONAL' sections will be used."}]
| true
|
syntax
|
INCOMPLETE_LOGIC
|
MEDIUM
|
9187ef6ed78f1f18095fecd6ea3ce015376d4dfc
|
TheStack--python--000.parquet
|
Complete this incomplete Pythoncode:Python code: # This file is part of the pyMOR project (http://www.pymor.org). # Copyright 2013-2017 pyMOR developers and contributors. All rights reserved. # License: BSD 2-Clause License (http://opensource.org/licenses/BSD-2-Clause) import numpy as np import pytest from pymor.core.pickle import dumps, loads from pymor.functions.basic import ConstantFunction, GenericFunction from pymortests.fixtures.function import function, picklable_function, function_argument from pymortests.fixtures.parameter import parameters_of_type from pymortests.pickling import assert_picklable, assert_picklable_without_dumps_function # monkey np.testing.assert_allclose to behave the same as np.allclose # for some reason, the default atol of np.testing.assert_allclose is 0 # while it is 1e-8 for np.allclose real_assert_allclose = np.testing.assert_allclose def monkey_allclose(a, b, rtol=1.e-5, atol=1.e-8): real_assert_allclose(a, b, rtol=rtol, atol=atol) np.testing.assert_allclose = monkey_allclose def test_evaluate(function): f = function mus = parameters_of_type(f.parameter_type, 4711) for count in [0, 1, 5, (0, 1), (2, 2, 2)]: arg = function_argument(f, count, 454) result = f.evaluate(arg, next(mus)) assert result.shape == arg.shape[:-1] + f.shape_range def test_lincomb_function(): for steps in (1, 10): x = np.linspace(0, 1, num=steps) zero = ConstantFunction(0.0, dim_domain=steps) for zero in (ConstantFunction(0.0, dim_domain=steps), GenericFunction(lambda X: np.zeros(X.shape[:-1]), dim_domain=steps)): for one in (ConstantFunction(1.0, dim_domain=steps), GenericFunction(lambda X: np.ones(X.shape[:-1]), dim_domain=steps), 1.0): add = (zero + one) + 0 sub = (zero - one) + np.zeros(()) neg = - zero assert np.allclose(sub(x), [-1]) assert np.allclose(add(x), [1.0]) assert np.allclose(neg(x), [0.0]) (repr(add), str(add), repr(one), str(one)) # just to cover the respective special funcs too mul = neg * 1. assert np.allclose(mul(x), [0.0]) with pytest.raises(AssertionError): zero + ConstantFunction(dim_domain=steps + 1) with pytest.raises(AssertionError): zero * ConstantFunction(dim_domain=steps) with pytest.raises(AssertionError): ConstantFunction(dim_domain=0) def test_pickle(function): assert_picklable(function) def test_pickle_without_dumps_function(picklable_function): ... code continues ...
|
Completion: Missing: Function 'test_pickle_without_dumps_function' is incomplete - body truncated To complete: • Complete the function 'test_pickle_without_dumps_function' body and add missing return Example continuation: assert_picklable_without_dumps_function(picklable_function) def test_pickle_by_evaluation(function): f = function
|
advanced
|
testing
|
incomplete_code
|
Pythoncode:Python
| 6
| 0
| 2,614
| true
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\n# This file is part of the pyMOR project (http://www.pymor.org).\n# Copyright 2013-2017 pyMOR developers and contributors. All rights reserved.\n# License: BSD 2-Clause License (http://opensource.org/licenses/BSD-2-Clause)\n\nimport numpy as np\nimport pytest\n\nfrom pymor.core.pickle import dumps, loads\nfrom pymor.functions.basic import ConstantFunction, GenericFunction\nfrom pymortests.fixtures.function import function, picklable_function, function_argument\nfrom pymortests.fixtures.parameter import parameters_of_type\nfrom pymortests.pickling import assert_picklable, assert_picklable_without_dumps_function\n\n\n# monkey np.testing.assert_allclose to behave the same as np.allclose\n# for some reason, the default atol of np.testing.assert_allclose is 0\n# while it is 1e-8 for np.allclose\n\nreal_assert_allclose = np.testing.assert_allclose\n\n\ndef monkey_allclose(a, b, rtol=1.e-5, atol=1.e-8):\n real_assert_allclose(a, b, rtol=rtol, atol=atol)\nnp.testing.assert_allclose = monkey_allclose\n\n\ndef test_evaluate(function):\n f = function\n mus = parameters_of_type(f.parameter_type, 4711)\n for count in [0, 1, 5, (0, 1), (2, 2, 2)]:\n arg = function_argument(f, count, 454)\n result = f.evaluate(arg, next(mus))\n assert result.shape == arg.shape[:-1] + f.shape_range\n\n\ndef test_lincomb_function():\n for steps in (1, 10):\n x = np.linspace(0, 1, num=steps)\n zero = ConstantFunction(0.0, dim_domain=steps)\n for zero in (ConstantFunction(0.0, dim_domain=steps),\n GenericFunction(lambda X: np.zeros(X.shape[:-1]), dim_domain=steps)):\n for one in (ConstantFunction(1.0, dim_domain=steps),\n GenericFunction(lambda X: np.ones(X.shape[:-1]), dim_domain=steps), 1.0):\n add = (zero + one) + 0\n sub = (zero - one) + np.zeros(())\n neg = - zero\n assert np.allclose(sub(x), [-1])\n assert np.allclose(add(x), [1.0])\n assert np.allclose(neg(x), [0.0])\n (repr(add), str(add), repr(one), str(one)) # just to cover the respective special funcs too\n mul = neg * 1.\n assert np.allclose(mul(x), [0.0])\n with pytest.raises(AssertionError):\n zero + ConstantFunction(dim_domain=steps + 1)\n with pytest.raises(AssertionError):\n zero * ConstantFunction(dim_domain=steps)\n with pytest.raises(AssertionError):\n ConstantFunction(dim_domain=0)\n\n\ndef test_pickle(function):\n assert_picklable(function)\n\n\ndef test_pickle_without_dumps_function(picklable_function):\n\n ... code continues ..."}, {"role": "assistant", "content": " Completion:\n\n Missing: Function 'test_pickle_without_dumps_function' is incomplete - body truncated\n\n To complete:\n \u2022 Complete the function 'test_pickle_without_dumps_function' body and add missing return\n\n Example continuation:\n assert_picklable_without_dumps_function(picklable_function)\n\n\ndef test_pickle_by_evaluation(function):\n f = function"}]
| true
|
syntax
|
MID_FUNCTION
|
HIGH
|
918946b8867e4746cc6439a71e8ab2ad6d7dc6a7
|
TheStack--python--000.parquet
|
Fix this broken Pythoncode:Python code: class getInfo(object): memberList = [] type = None url = None memberNumber = 0 conn = None cursor = None def __init__(self, type): getInfo.type = type if type == "cat": getInfo.url = url_cat getInfo.memberNumber = 336770 else: getInfo.url = url_dog getInfo.memberNumber = 156240 dbName = "CDPeopleDB.sqlite" #iniate the start point if not os.path.isfile('stopPoint.pickle'): with open('stopPoint.pickle', 'rb') as file: pickle.dump(1, file) conn = sqlite3.connect(dbName) getInfo.conn = conn getInfo.cursor = getInfo.conn.cursor() # if getInfo.type == 'dog': # getInfo.cursor.execute("drop t Error: SyntaxError: unterminated string literal
|
Fixed Code: class getInfo(object): memberList = [] type = None url = None memberNumber = 0 conn = None cursor = None def __init__(self, type): getInfo.type = type if type == "cat": getInfo.url = url_cat getInfo.memberNumber = 336770 else: getInfo.url = url_dog getInfo.memberNumber = 156240 Explanation: Close the string literal with matching quote
|
advanced
|
api
|
error_fixing
|
Pythoncode:Python
| 2
| 1
| 831
| false
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\n\r\nclass getInfo(object):\r\n\r\n memberList = []\r\n type = None\r\n url = None\r\n memberNumber = 0\r\n conn = None\r\n cursor = None\r\n\r\n def __init__(self, type):\r\n getInfo.type = type\r\n\r\n if type == \"cat\":\r\n getInfo.url = url_cat\r\n getInfo.memberNumber = 336770\r\n else:\r\n getInfo.url = url_dog\r\n getInfo.memberNumber = 156240\r\n\r\n dbName = \"CDPeopleDB.sqlite\"\r\n\r\n #iniate the start point\r\n if not os.path.isfile('stopPoint.pickle'):\r\n with open('stopPoint.pickle', 'rb') as file:\r\n pickle.dump(1, file)\r\n\r\n conn = sqlite3.connect(dbName)\r\n getInfo.conn = conn\r\n\r\n getInfo.cursor = getInfo.conn.cursor()\r\n\r\n\r\n # if getInfo.type == 'dog':\r\n # getInfo.cursor.execute(\"drop t\n\n Error: SyntaxError: unterminated string literal"}, {"role": "assistant", "content": " Fixed Code:\n\n\n\r\nclass getInfo(object):\r\n\r\n memberList = []\r\n type = None\r\n url = None\r\n memberNumber = 0\r\n conn = None\r\n cursor = None\r\n\r\n def __init__(self, type):\r\n getInfo.type = type\r\n\r\n if type == \"cat\":\r\n getInfo.url = url_cat\r\n getInfo.memberNumber = 336770\r\n else:\r\n getInfo.url = url_dog\r\n getInfo.memberNumber = 156240\r\n\r\n\n Explanation: Close the string literal with matching quote"}]
| true
|
syntax
|
MID_STRING
|
CRITICAL
|
918a293306bf241e1a965c6b6c86f2b524157237
|
TheStack--python--000.parquet
|
Fix this broken Pythoncode:Python code: import unittest import numpy as np from tbase.common.cmd_util import set_global_seeds from tbase.network.polices import RandomPolicy class TestPolices(unittest.TestCase): @classmethod def setUpClass(self): set_global_seeds(0) def test_random_policy(self: policy = RandomPolicy(2) # action 1 actual = policy.select_action([]) expected = [1.0, -0.2534131770209437] self.assertEqual(expected, list(actual.astype(np.float))) # action 2 actual = policy.select_action([]) expected = [-1.0, 0.8324962832376306] self.assertEqual(expected, list(actual.astype(np.float))) if __name__ == '__main__': unittest.main() Error: SyntaxError: unmatched brackets
|
Fixed Code: import unittest import numpy as np from tbase.common.cmd_util import set_global_seeds from tbase.network.polices import RandomPolicy class TestPolices(unittest.TestCase): @classmethod def setUpClass(self): set_global_seeds(0) def test_random_policy(self): policy = RandomPolicy(2) # action 1 actual = policy.select_action([]) expected = [1.0, -0.2534131770209437] self.assertEqual(expected, list(actual.astype(np.float))) # action 2 Explanation: Add missing ')' bracket at line 14
|
advanced
|
testing
|
error_fixing
|
Pythoncode:Python
| 2
| 1
| 708
| true
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\nimport unittest\n\nimport numpy as np\n\nfrom tbase.common.cmd_util import set_global_seeds\nfrom tbase.network.polices import RandomPolicy\n\n\nclass TestPolices(unittest.TestCase):\n @classmethod\n def setUpClass(self):\n set_global_seeds(0)\n\n def test_random_policy(self:\n policy = RandomPolicy(2)\n # action 1\n actual = policy.select_action([])\n expected = [1.0, -0.2534131770209437]\n self.assertEqual(expected, list(actual.astype(np.float)))\n # action 2\n actual = policy.select_action([])\n expected = [-1.0, 0.8324962832376306]\n self.assertEqual(expected, list(actual.astype(np.float)))\n\n\nif __name__ == '__main__':\n unittest.main()\n\n\n Error: SyntaxError: unmatched brackets"}, {"role": "assistant", "content": " Fixed Code:\n\n\nimport unittest\n\nimport numpy as np\n\nfrom tbase.common.cmd_util import set_global_seeds\nfrom tbase.network.polices import RandomPolicy\n\n\nclass TestPolices(unittest.TestCase):\n @classmethod\n def setUpClass(self):\n set_global_seeds(0)\n\n def test_random_policy(self):\n policy = RandomPolicy(2)\n # action 1\n actual = policy.select_action([])\n expected = [1.0, -0.2534131770209437]\n self.assertEqual(expected, list(actual.astype(np.float)))\n # action 2\n\n Explanation: Add missing ')' bracket at line 14"}]
| true
|
syntax
|
MISSING_BRACKETS
|
MEDIUM
|
918a81c6af8725a4b95ff16551cc06a18c633a21
|
TheStack--python--000.parquet
|
Repair the syntax errors in this Pythoncode:Python code: # Copyright 2012 OpenStack Foundation # # 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 atexit import base64 import contextlib import datetime import functools import hashlib import json import ldap import os import shutil import socket import sys import uuid import warnings import fixtures import flask from flask import testing as flask_testing import http.client from oslo_config import fixture as config_fixture from oslo_context import context as oslo_context from oslo_context import fixture as oslo_ctx_fixture from oslo_log import fixture as log_fixture from oslo_log import log from oslo_utils import timeutils from sqlalchemy import exc import testtools from testtools import testcase import keystone.api from keystone.common import context from keystone.common import json_home from keystone.common import provider_api from keystone.common import sql import keystone.conf from keystone import exception from keystone.identity.backends.ldap import common as ks_ldap from keystone import notifications from keystone.resource.backends import base as resource_base from keystone.server.flask import application as flask_app from keystone.server.flask import core as keystone_flask from keystone.tests.unit import ksfixtures def _calc_tmpdir(): env_val = os.environ.get('KEYSTONE_TEST_TEMP_DIR') if not env_val: return o
|
Syntax Analysis:
|
advanced
|
testing
|
syntax_repair
|
Pythoncode:Python
| 6
| 1
| 1,851
| true
|
[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\n# Copyright 2012 OpenStack Foundation\n#\n# Licensed under the Apache License, Version 2.0 (the \"License\"); you may\n# not use this file except in compliance with the License. You may obtain\n# 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, WITHOUT\n# WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the\n# License for the specific language governing permissions and limitations\n# under the License.\nimport atexit\nimport base64\nimport contextlib\nimport datetime\nimport functools\nimport hashlib\nimport json\nimport ldap\nimport os\nimport shutil\nimport socket\nimport sys\nimport uuid\nimport warnings\n\nimport fixtures\nimport flask\nfrom flask import testing as flask_testing\nimport http.client\nfrom oslo_config import fixture as config_fixture\nfrom oslo_context import context as oslo_context\nfrom oslo_context import fixture as oslo_ctx_fixture\nfrom oslo_log import fixture as log_fixture\nfrom oslo_log import log\nfrom oslo_utils import timeutils\nfrom sqlalchemy import exc\nimport testtools\nfrom testtools import testcase\n\nimport keystone.api\nfrom keystone.common import context\nfrom keystone.common import json_home\nfrom keystone.common import provider_api\nfrom keystone.common import sql\nimport keystone.conf\nfrom keystone import exception\nfrom keystone.identity.backends.ldap import common as ks_ldap\nfrom keystone import notifications\nfrom keystone.resource.backends import base as resource_base\nfrom keystone.server.flask import application as flask_app\nfrom keystone.server.flask import core as keystone_flask\nfrom keystone.tests.unit import ksfixtures\n\n\ndef _calc_tmpdir():\n env_val = os.environ.get('KEYSTONE_TEST_TEMP_DIR')\n if not env_val:\n return o"}, {"role": "assistant", "content": " Syntax Analysis:"}]
| true
|
syntax
|
MID_STRING
|
CRITICAL
|
918a8725328fa6920f55c21e0bb7c5f7406c3135
|
TheStack--python--000.parquet
|
Fix this broken Pythoncode:Python code: from .group import Group from .node import (Node, parse_xml_properties, ATTR_ID) from time import sleep from xml.dom import minidom class Nodes(object): """ This class handles the ISY nodes. This class can be used as a dictionary to navigate through the controller's structure to objects of type :class:`~PyISY.Nodes.Node` and :class:`~PyISY.Nodes.Group` that represent objects on the controller. | parent: ISY class | root: [optional] String representing the current navigation level's ID | nids: [optional] list of node ids | nnames: [optional] list of node names | nparents: [optional] list of node parents | nobjs: [optional] list of node objects | ntypes: [optional] list of node types | xml: [optional] String of xml data containing the configuration data :ivar allLowerN Error: SyntaxError / EOF
|
Fixed Code: from .group import Group from .node import (Node, parse_xml_properties, ATTR_ID) from time import sleep from xml.dom import minidom class Nodes(object): """ This class handles the ISY nodes. This class can be used as a dictionary to navigate through the controller's structure to objects of type :class:`~PyISY.Nodes.Node` and :class:`~PyISY.Nodes.Group` that represent objects on the controller. | parent: ISY class | root: [optional] String representing the current navigation level's ID | nids: [optional] list of node ids | nnames: [optional] list of node names | nparents: [optional] list of node parents Explanation: Complete the truncated code structure
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advanced
|
machine_learning
|
error_fixing
|
Pythoncode:Python
| 2
| 1
| 847
| true
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\n\nfrom .group import Group\nfrom .node import (Node, parse_xml_properties, ATTR_ID)\nfrom time import sleep\nfrom xml.dom import minidom\n\n\nclass Nodes(object):\n\n \"\"\"\n This class handles the ISY nodes. This class can be used as a dictionary to\n navigate through the controller's structure to objects of type\n :class:`~PyISY.Nodes.Node` and :class:`~PyISY.Nodes.Group` that represent\n objects on the controller.\n\n | parent: ISY class\n | root: [optional] String representing the current navigation level's ID\n | nids: [optional] list of node ids\n | nnames: [optional] list of node names\n | nparents: [optional] list of node parents\n | nobjs: [optional] list of node objects\n | ntypes: [optional] list of node types\n | xml: [optional] String of xml data containing the configuration data\n\n :ivar allLowerN\n\n Error: SyntaxError / EOF"}, {"role": "assistant", "content": " Fixed Code:\n\n\n\nfrom .group import Group\nfrom .node import (Node, parse_xml_properties, ATTR_ID)\nfrom time import sleep\nfrom xml.dom import minidom\n\n\nclass Nodes(object):\n\n \"\"\"\n This class handles the ISY nodes. This class can be used as a dictionary to\n navigate through the controller's structure to objects of type\n :class:`~PyISY.Nodes.Node` and :class:`~PyISY.Nodes.Group` that represent\n objects on the controller.\n\n | parent: ISY class\n | root: [optional] String representing the current navigation level's ID\n | nids: [optional] list of node ids\n | nnames: [optional] list of node names\n | nparents: [optional] list of node parents\n\n Explanation: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
918dd351f71913e5bfee0b534327c85070c34d0b
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: # SPDX-FileCopyrightText: 2021 easyCore contributors <core@easyscience.software> # SPDX-License-Identifier: BSD-3-Clause # © 2021 Contributors to the easyCore project <https://github.com/easyScience/easyCore> __author__ = 'github.com/wardsimon' __version__ = '0.1.0' import logging class Logger: def __init__(self, log_level: int = logging.INFO): self.logger = logging.getLogger(__name__) self.level = log_level self.logger.setLevel(self.level) def getLogger(self, logger_name, color: str = '32', defaults: bool = True) -> logging: """ Create a logger :param color: :param logger_name: logger name. Usually __name__ on creation :param defaults: Do you want to associate any current file loggers with this logger :return: A logger """ logger = logging.getLogger(logger_name) logger.setLevel(self.level # self.applyLevel(logger) # for handler_type in self._handlers: # for handler in self._handlers[handler_type]: # if handler_type == 'sys' or defaults: # handler.formatter._fmt = self._makeColorText(color) # logger.addHandler(handler) # logger.propagate = False # self._loggers.append(logger) return logger
|
Error Analysis: Error Type: MISSING_BRACKETS Error: SyntaxError: unmatched brackets Detected Errors: • Unterminated string literal at line 18 • Unclosed '(' at line 26 - expected ')' • SyntaxError: '(' was never closed at line 26 Fix: Add missing ')' bracket at line 26
|
advanced
|
api
|
error_detection
|
Pythoncode:Python
| 2
| 1
| 1,328
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\n# SPDX-FileCopyrightText: 2021 easyCore contributors <core@easyscience.software>\n# SPDX-License-Identifier: BSD-3-Clause\n# \u00a9 2021 Contributors to the easyCore project <https://github.com/easyScience/easyCore>\n\n__author__ = 'github.com/wardsimon'\n__version__ = '0.1.0'\n\nimport logging\n\n\nclass Logger:\n def __init__(self, log_level: int = logging.INFO):\n self.logger = logging.getLogger(__name__)\n self.level = log_level\n self.logger.setLevel(self.level)\n\n def getLogger(self, logger_name, color: str = '32', defaults: bool = True) -> logging:\n \"\"\"\n Create a logger\n :param color:\n :param logger_name: logger name. Usually __name__ on creation\n :param defaults: Do you want to associate any current file loggers with this logger\n :return: A logger\n \"\"\"\n logger = logging.getLogger(logger_name)\n logger.setLevel(self.level\n # self.applyLevel(logger)\n # for handler_type in self._handlers:\n # for handler in self._handlers[handler_type]:\n # if handler_type == 'sys' or defaults:\n # handler.formatter._fmt = self._makeColorText(color)\n # logger.addHandler(handler)\n # logger.propagate = False\n # self._loggers.append(logger)\n return logger"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: MISSING_BRACKETS\n Error: SyntaxError: unmatched brackets\n\n Detected Errors:\n \u2022 Unterminated string literal at line 18\n \u2022 Unclosed '(' at line 26 - expected ')'\n \u2022 SyntaxError: '(' was never closed at line 26\n\n Fix: Add missing ')' bracket at line 26"}]
| true
|
syntax
|
MISSING_BRACKETS
|
MEDIUM
|
918e36c7c2d321203012c2cecdfb70b87e94940f
|
TheStack--python--000.parquet
|
Explain this Pythoncode:Python code: """Module for IQ option billing resource.""" from iqoptionapi.http.resource import Resource class Billing(Resource): """Class for IQ option billing resource.""" # pylint: disable=too-few-public-methods url = "billing"
|
Classes: Billing This code demonstrates Pythoncode:Python programming.
|
intermediate
|
api
|
code_explanation
|
Pythoncode:Python
| 0
| 1
| 234
| true
|
[{"role": "user", "content": "Explain this Pythoncode:Python code:\n\"\"\"Module for IQ option billing resource.\"\"\"\n\nfrom iqoptionapi.http.resource import Resource\n\n\nclass Billing(Resource):\n \"\"\"Class for IQ option billing resource.\"\"\"\n # pylint: disable=too-few-public-methods\n\n url = \"billing\""}, {"role": "assistant", "content": " Classes: Billing\n This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
91903bbb82369647bc8ec6646143a89d378edc88
|
TheStack--python--000.parquet
|
Review this Pythoncode:Python code: # -*- coding: utf-8 -*- def ordered_set(iter): """Creates an ordered set @param iter: list or tuple @return: list with unique values """ final = [] for i in iter: if i not in final: final.append(i) return final def class_slots(ob): """Get object attributes from child class attributes @param ob: Defaults object @type ob: Defaults @return: Tuple of slots """ current_class = type(ob).__mro__[0] if not getattr(current_class, 'allslots', None) \ and current_class != object: _allslots = [list(getattr(cls, '__slots__', [])) for cls in type(ob).__mro__] _fslots = [] for slot in _allslots: _fslots = _fslots + slot current_class.allslots = tuple(ordered_set(_fslots)) return current_class.allslots def use_if_none_cls(alternative_attr): def use_if_none(original_attr, ob, kwargs): """ Try and get a value from kwargs for original_attr. If there is no original_attr in kwargs use the alternative_attr value in the object ob @param alternative_attr: the alternative attribute @param original_attr: the original attribute @param ob: the object with the attributes @param kwargs: key values @return: final value """ return kwargs.get(original_attr, getattr(ob, alternative_attr, None)) return use_if_none def usef(attr): """Use another value as default @param attr: the name of the attribute to use as alternative value @return: value of alternative attribute """ return use_if_none_cls(attr) use_name_if_none = usef('Name') def choose_alt(attr, ob, kwargs): """If the declared class attribute of ob is callable then use that callable to get a default ob instance value if a value is not available in kwargs. @param attr: ob class attribute name @param ob: the object instance whose default value needs to be set @param kwargs: the kwargs values passed to the ob __init__ method @return: value to be used to set ob instance """ result = ob.__class__.__dict__.get(attr, None) if type(result).__name__ == "member_descriptor": result = None elif callable(result): result = result(attr, ob, kwargs) return result class Defaults(object): """A base class which allows using slots to define attributes and the ability to set object instance defaults at the child class level""" def __init__(self, **kwargs): """Assign kwargs to attributes and defaults to attributes""" allslots = class_slots(self) for attr in allslots: setattr(self, attr, kwargs.get( attr, choose_alt(attr, self, kwargs))) ... [2 more functiondefs truncated] ...
|
Code Review: ❌ Critical issues: Code truncated in middle of expression - unexpected EOF Unterminated string literal at line 5 Block at line 88 has no indented body Invalid syntax at line 103: ... [2 more functiondefs truncated] ... ⚠️ Code quality: Unexpected indentation at line 8 Unexpected indentation at line 11 Unexpected indentation at line 12 Unexpected indentation at line 23 Unexpected indentation at line 24 Unexpected indentation at line 27 Unexpected indentation at line 28 Unexpected indentation at line 29 Unexpected indentation at line 31 Unexpected indentation at line 32 Unexpected indentation at line 33 Unexpected indentation at line 35 Unexpected indentation at line 36 Unexpected indentation at line 42 Unexpected indentation at line 43 Unexpected indentation at line 44 Unexpected indentation at line 47 Unexpected indentation at line 48 Unexpected indentation at line 49 Unexpected indentation at line 50 Unexpected indentation at line 51 Unexpected indentation at line 52 Unexpected indentation at line 53 Unexpected indentation at line 60 Unexpected indentation at line 61 Unexpected indentation at line 64 Unexpected indentation at line 71 Unexpected indentation at line 72 Unexpected indentation at line 75 Unexpected indentation at line 76 Unexpected indentation at line 77 Unexpected indentation at line 80 Unexpected indentation at line 81 Unexpected indentation at line 83 Unexpected indentation at line 85 Unexpected indentation at line 91 Unexpected indentation at line 92 Unexpected indentation at line 98 Unexpected indentation at line 100 ✨ Improvements: Complete the expression on the last line Add closing quote at line 5 Review syntax near the error location
|
advanced
|
machine_learning
|
code_review
|
Pythoncode:Python
| 7
| 1
| 2,881
| false
|
[{"role": "user", "content": "Review this Pythoncode:Python code:\n# -*- coding: utf-8 -*-\n\n\ndef ordered_set(iter):\n \"\"\"Creates an ordered set\n\n @param iter: list or tuple\n @return: list with unique values\n\n \"\"\"\n final = []\n for i in iter:\n if i not in final:\n final.append(i)\n\n return final\n\n\ndef class_slots(ob):\n \"\"\"Get object attributes from child class attributes\n\n @param ob: Defaults object\n @type ob: Defaults\n @return: Tuple of slots\n\n \"\"\"\n current_class = type(ob).__mro__[0]\n if not getattr(current_class, 'allslots', None) \\\n and current_class != object:\n _allslots = [list(getattr(cls, '__slots__', []))\n for cls in type(ob).__mro__]\n _fslots = []\n for slot in _allslots:\n _fslots = _fslots + slot\n current_class.allslots = tuple(ordered_set(_fslots))\n return current_class.allslots\n\n\ndef use_if_none_cls(alternative_attr):\n def use_if_none(original_attr, ob, kwargs):\n \"\"\"\n Try and get a value from kwargs for original_attr. If there\n is no original_attr in kwargs use the alternative_attr value \n in the object ob\n\n @param alternative_attr: the alternative attribute \n @param original_attr: the original attribute\n @param ob: the object with the attributes \n @param kwargs: key values\n @return: final value \n \"\"\"\n return kwargs.get(original_attr, getattr(ob, alternative_attr, None))\n return use_if_none\n\n\ndef usef(attr):\n \"\"\"Use another value as default\n\n @param attr: the name of the attribute to\n use as alternative value\n @return: value of alternative attribute\n\n \"\"\"\n return use_if_none_cls(attr)\n\nuse_name_if_none = usef('Name')\n\n\ndef choose_alt(attr, ob, kwargs):\n \"\"\"If the declared class attribute of ob is callable\n then use that callable to get a default ob \n instance value if a value is not available in kwargs.\n\n @param attr: ob class attribute name\n @param ob: the object instance whose default value needs to be set\n @param kwargs: the kwargs values passed to the ob __init__ method\n @return: value to be used to set ob instance\n\n \"\"\"\n result = ob.__class__.__dict__.get(attr, None)\n if type(result).__name__ == \"member_descriptor\":\n result = None\n elif callable(result):\n result = result(attr, ob, kwargs)\n return result\n\n\nclass Defaults(object):\n\n \"\"\"A base class which allows using slots to define \n attributes and the ability to set object \n instance defaults at the child class level\"\"\"\n\n def __init__(self, **kwargs):\n \"\"\"Assign kwargs to attributes and defaults to attributes\"\"\"\n\n allslots = class_slots(self)\n for attr in allslots:\n setattr(self, attr, kwargs.get(\n attr, choose_alt(attr, self, kwargs)))\n\n\n ... [2 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Code Review:\n\n\n\u274c Critical issues:\n Code truncated in middle of expression - unexpected EOF\n Unterminated string literal at line 5\n Block at line 88 has no indented body\n Invalid syntax at line 103: ... [2 more functiondefs truncated] ...\n\n\n\u26a0\ufe0f Code quality:\n Unexpected indentation at line 8\n Unexpected indentation at line 11\n Unexpected indentation at line 12\n Unexpected indentation at line 23\n Unexpected indentation at line 24\n Unexpected indentation at line 27\n Unexpected indentation at line 28\n Unexpected indentation at line 29\n Unexpected indentation at line 31\n Unexpected indentation at line 32\n Unexpected indentation at line 33\n Unexpected indentation at line 35\n Unexpected indentation at line 36\n Unexpected indentation at line 42\n Unexpected indentation at line 43\n Unexpected indentation at line 44\n Unexpected indentation at line 47\n Unexpected indentation at line 48\n Unexpected indentation at line 49\n Unexpected indentation at line 50\n Unexpected indentation at line 51\n Unexpected indentation at line 52\n Unexpected indentation at line 53\n Unexpected indentation at line 60\n Unexpected indentation at line 61\n Unexpected indentation at line 64\n Unexpected indentation at line 71\n Unexpected indentation at line 72\n Unexpected indentation at line 75\n Unexpected indentation at line 76\n Unexpected indentation at line 77\n Unexpected indentation at line 80\n Unexpected indentation at line 81\n Unexpected indentation at line 83\n Unexpected indentation at line 85\n Unexpected indentation at line 91\n Unexpected indentation at line 92\n Unexpected indentation at line 98\n Unexpected indentation at line 100\n\n\u2728 Improvements:\n Complete the expression on the last line\n Add closing quote at line 5\n Review syntax near the error location"}]
| false
| null | null | null |
919092189581e9b39163223362020fad3bbd08e7
|
TheStack--python--000.parquet
|
Fix this broken Pythoncode:Python code: import asyncio from collections import defaultdict from datetime import timedelta import pytest Error: SyntaxError / EOF
|
Fixed Code: import asyncio from collections import defaultdict from datetime import timedelta import pytest from yui.api import SlackAPI from yui.bot import Bot from yui.box import Box from yui.types.slack.response import APIResponse Explanation: Complete the truncated code structure
|
intermediate
|
testing
|
error_fixing
|
Pythoncode:Python
| 0
| 0
| 96
| true
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\nimport asyncio\nfrom collections import defaultdict\nfrom datetime import timedelta\n\nimport pytest\n\n Error: SyntaxError / EOF"}, {"role": "assistant", "content": " Fixed Code:\n\n\nimport asyncio\nfrom collections import defaultdict\nfrom datetime import timedelta\n\nimport pytest\n\nfrom yui.api import SlackAPI\nfrom yui.bot import Bot\nfrom yui.box import Box\nfrom yui.types.slack.response import APIResponse\n\n Explanation: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
9190a55060e46f0f4d728a8eb6583235a5fc4dcf
|
TheStack--python--000.parquet
|
Repair the syntax errors in this Pythoncode:Python code: #!/usr/bin/env python import numpy as np import rospy import geometry_msgs.msg import tf2_ros from tf.transformations import quaternion_slerp def translation_to_numpy(t): return np.array([t.x, t.y, t.z]) def quaternion_to_numpy(q): return np.array([q.x, q.y, q.z, q.w]) if __name__ == '__main__': rospy.init_node('marker_filter') alpha = rospy.get_param('~alpha', 0.9) parent_frame_id = rospy.get_param('~parent_frame_id', 'kinect2_link') marker_id = rospy.get_param('~marker_id', 'marker_id0') marker_filtered_id = rospy.get_param( '~marker_filtered_id', 'marker_id0_filtered') rate_value = rospy.get_param('~rate_value', 125) tfBuffer = tf2_ros.Buffer() listener = tf2_ros.TransformListener(tfBuffer) br = tf2_ros.TransformBroadcaster() marker_pose = None marker_pose0 = None rate = rospy.Rate(rate_value) while not rospy.is_shutdown(): marker_pose0 = marker_pose # Lookup the transform try: marker_pose_new = tfBuffer.lookup_transform( parent_frame_id, marker_id, rospy.Time()) if not marker_pose_new is None: marker_pose = marker_pose_new except (tf2_ros.LookupException, tf2_ros.ConnectivityException, tf2_ros.ExtrapolationException) as e: rospy.logwarn(e) if marker_pose is None: rate.sleep() continue # Apply running average filter to translation and rotation if not marker_pose0 is None: rotation0 = quaternion_to_numpy(marker_pose0.transform.rotation) rotation = quaternion_to_numpy(marker_pose.transform.rotation) rotation_interpolated = quaternion_slerp( rotation0, rotation, 1 - alpha) translation0 = translation_to_numpy( marker_pose0.transform.translation) translation = translation_to_numpy( marker_pose.transform.translation) translation = alpha * translation0 + (1 - alpha) * translation # Update pose of the marker marker_pose.transform.rotation.x = rotation_interpolated[0] marker_pose.transform.rotation.y = rotation_interpolated[1] marker_pose.transform.rotation.z = rotation_interpolated[2] marker_pose.transform.rotation.w = rotation_interpolated[3] marker_pose.transform.translation.x = translation[0] marker_pose.transform.translation.y = translation[1] marker_pose.transform.translation.z = translation[2] # Create new transform and broadcast it t = geometry_msgs.msg.TransformStamped() t.header.stamp = rospy.Time.now() t.header.frame_id = parent_frame_id t.child_frame_id = marker_filtered_id t.transform = marker_pose.transform br.sendTransform(t) rate.sleep()
|
Syntax Analysis: Syntax Errors Found: • IndentationError at line 3 Fixes: • Fix indentation to match Python syntax rules
|
intermediate
|
database
|
syntax_repair
|
Pythoncode:Python
| 2
| 0
| 2,907
| true
|
[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\n#!/usr/bin/env python\n\n import numpy as np\nimport rospy\nimport geometry_msgs.msg\nimport tf2_ros\nfrom tf.transformations import quaternion_slerp\n\n\ndef translation_to_numpy(t):\n return np.array([t.x, t.y, t.z])\n\n\ndef quaternion_to_numpy(q):\n return np.array([q.x, q.y, q.z, q.w])\n\n\nif __name__ == '__main__':\n rospy.init_node('marker_filter')\n alpha = rospy.get_param('~alpha', 0.9)\n parent_frame_id = rospy.get_param('~parent_frame_id', 'kinect2_link')\n marker_id = rospy.get_param('~marker_id', 'marker_id0')\n marker_filtered_id = rospy.get_param(\n '~marker_filtered_id', 'marker_id0_filtered')\n rate_value = rospy.get_param('~rate_value', 125)\n\n tfBuffer = tf2_ros.Buffer()\n listener = tf2_ros.TransformListener(tfBuffer)\n br = tf2_ros.TransformBroadcaster()\n\n marker_pose = None\n marker_pose0 = None\n rate = rospy.Rate(rate_value)\n while not rospy.is_shutdown():\n marker_pose0 = marker_pose\n # Lookup the transform\n try:\n marker_pose_new = tfBuffer.lookup_transform(\n parent_frame_id, marker_id, rospy.Time())\n\n if not marker_pose_new is None:\n marker_pose = marker_pose_new\n except (tf2_ros.LookupException, tf2_ros.ConnectivityException, tf2_ros.ExtrapolationException) as e:\n rospy.logwarn(e)\n\n if marker_pose is None:\n rate.sleep()\n continue\n\n # Apply running average filter to translation and rotation\n if not marker_pose0 is None:\n rotation0 = quaternion_to_numpy(marker_pose0.transform.rotation)\n rotation = quaternion_to_numpy(marker_pose.transform.rotation)\n rotation_interpolated = quaternion_slerp(\n rotation0, rotation, 1 - alpha)\n\n translation0 = translation_to_numpy(\n marker_pose0.transform.translation)\n translation = translation_to_numpy(\n marker_pose.transform.translation)\n translation = alpha * translation0 + (1 - alpha) * translation\n\n # Update pose of the marker\n marker_pose.transform.rotation.x = rotation_interpolated[0]\n marker_pose.transform.rotation.y = rotation_interpolated[1]\n marker_pose.transform.rotation.z = rotation_interpolated[2]\n marker_pose.transform.rotation.w = rotation_interpolated[3]\n marker_pose.transform.translation.x = translation[0]\n marker_pose.transform.translation.y = translation[1]\n marker_pose.transform.translation.z = translation[2]\n\n # Create new transform and broadcast it\n t = geometry_msgs.msg.TransformStamped()\n t.header.stamp = rospy.Time.now()\n t.header.frame_id = parent_frame_id\n t.child_frame_id = marker_filtered_id\n t.transform = marker_pose.transform\n br.sendTransform(t)\n rate.sleep()"}, {"role": "assistant", "content": " Syntax Analysis:\n\n Syntax Errors Found:\n \u2022 IndentationError at line 3\n\n Fixes:\n \u2022 Fix indentation to match Python syntax rules"}]
| true
|
syntax
|
BROKEN_INDENTATION
|
MEDIUM
|
9190bf228865d048848fd87f601781ac36e5057a
|
TheStack--python--000.parquet
|
Fill in the in this Pythoncode:Python code: import os import subprocess from pathlib import Path from torch.hub import load_state_dict_from_url import numpy as np def load_from_zoo(model, model_name, pretrained_path='pretrained/official'): model_name = change_384_224(model_name) Path(os.path.join(pretrained_path, model_name)).mkdir(parents=True, exist_ok=True) if model_urls[model_name].endswith('pth'): state_dict = load_state_dict_from_url(url=model_urls[model_name], model_dir=os.path.join(pretrained_path, model_name), progress=True, map_location='cpu') state_dict.pop('fc.weight', None) state_dict.pop('fc.bias', None) state_dict.pop('classifier.weight', None) # Complete this line model.load_state_dict(state_dict, strict=False) elif model_urls[model_name].endswith('npz'): npz = load_npz_from_url(url=model_urls[model_name], file_name=os.path.join(pretrained_path, model_name, os.path.basename(model_urls[model_name]))) model.load_npz(npz) def change_384_224(model_name): model_name = model_name.replace('384', '224') return model_name def load_npz_from_url(url, file_name): if not Path(file_name).exists(): subprocess.run(["wget", "-r", "-nc", '-O', file_name, url]) return np.load(file_name)
|
The missing line is: state_dict.pop('classifier.bias', None)
|
intermediate
|
machine_learning
|
fill_in_the_blank
|
Pythoncode:Python
| 3
| 0
| 1,416
| true
|
[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\nimport os\nimport subprocess\nfrom pathlib import Path\n\nfrom torch.hub import load_state_dict_from_url\n\nimport numpy as np\n\n\ndef load_from_zoo(model, model_name, pretrained_path='pretrained/official'):\n model_name = change_384_224(model_name)\n Path(os.path.join(pretrained_path, model_name)).mkdir(parents=True, exist_ok=True)\n if model_urls[model_name].endswith('pth'):\n state_dict = load_state_dict_from_url(url=model_urls[model_name],\n model_dir=os.path.join(pretrained_path, model_name),\n progress=True, map_location='cpu')\n state_dict.pop('fc.weight', None)\n state_dict.pop('fc.bias', None)\n state_dict.pop('classifier.weight', None)\n # Complete this line\n\n model.load_state_dict(state_dict, strict=False)\n elif model_urls[model_name].endswith('npz'):\n npz = load_npz_from_url(url=model_urls[model_name],\n file_name=os.path.join(pretrained_path, model_name, os.path.basename(model_urls[model_name])))\n model.load_npz(npz)\n\n\ndef change_384_224(model_name):\n model_name = model_name.replace('384', '224')\n return model_name\n\n\ndef load_npz_from_url(url, file_name):\n if not Path(file_name).exists():\n subprocess.run([\"wget\", \"-r\", \"-nc\", '-O', file_name, url])\n return np.load(file_name)"}, {"role": "assistant", "content": "The missing line is:\n state_dict.pop('classifier.bias', None)"}]
| false
| null | null | null |
9190f1884667aaeb95f3ee0745ae12dfce3341d8
|
TheStack--python--000.parquet
|
Repair the syntax errors in this Pythoncode:Python code: import requests from bs4 import BeautifulSoup def recursiveUrl(url, link, depth: if depth == 5: return url else: print(link['href']) page = requests.get(url + link['href']) soup = BeautifulSoup(page.text, 'html.parser') newlink = soup.find('a') if len(newlink) == 0: return link else: return link, recursiveUrl(url, newlink, depth + 1) def getLinks(url): page = requests.get(url) soup = BeautifulSoup(page.text, 'html.parser') links = soup.find_all('a') for link in links: links.append(recursiveUrl(url, link, 0)) return links links = getLinks("http://www.reddit.com/") print(links)
|
Syntax Analysis: Syntax Errors Found: • Unclosed '(' at line 4 - expected ')' • SyntaxError: '(' was never closed at line 4 Fixes: • Add closing ')' bracket • Review code syntax
|
intermediate
|
api
|
syntax_repair
|
Pythoncode:Python
| 2
| 0
| 701
| true
|
[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\nimport requests\nfrom bs4 import BeautifulSoup\n\ndef recursiveUrl(url, link, depth:\n if depth == 5:\n return url\n else:\n print(link['href'])\n page = requests.get(url + link['href'])\n soup = BeautifulSoup(page.text, 'html.parser')\n newlink = soup.find('a')\n if len(newlink) == 0:\n return link\n else:\n return link, recursiveUrl(url, newlink, depth + 1)\n\ndef getLinks(url):\n page = requests.get(url)\n soup = BeautifulSoup(page.text, 'html.parser')\n links = soup.find_all('a')\n for link in links:\n links.append(recursiveUrl(url, link, 0))\n return links\n\nlinks = getLinks(\"http://www.reddit.com/\")\nprint(links)"}, {"role": "assistant", "content": " Syntax Analysis:\n\n Syntax Errors Found:\n \u2022 Unclosed '(' at line 4 - expected ')'\n \u2022 SyntaxError: '(' was never closed at line 4\n\n Fixes:\n \u2022 Add closing ')' bracket\n \u2022 Review code syntax"}]
| true
|
syntax
|
MISSING_BRACKETS
|
MEDIUM
|
91918e0b4360daa841c2dd658213e7f9249510fa
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: """Tests for SEIR model in this repo * Compares conserved quantities * Compares model against SEIR wo social policies in limit to SIR """ from pandas import Series from pandas.testing import assert_frame_equal, assert_series_equal from bayes_chime.normal.models import SEIRModel, SIRModel from pytest import fixture from tests.normal.models.sir_test import ( # pylint: disable=W0611 fixture_penn_chime_raw_df_no_policy, fixture_penn_chime_setup, fixture_sir_data_wo_policy, ) COLS_TO_COMPARE = [ "susceptible", "infected", "recovered", # Does not compare census as this repo uses the exponential distribution ] PENN_CHIME_COMMIT = "188c35be9561164bedded4a8071a320cbde0d2bc" @fixture(name="seir_data") def fixture_seir_data(sir_data_wo_policy): """Returns data for the SIHR model """ x, p = sir_data_wo_policy pp = p.copy() xx = x.copy() pp["alpha"] = 0.5 pp["nu"] = 1 pp["initial_exposed"] = 0 return xx, pp def test_conserved_n(seir_data): """Checks if S + E + I + R is conserved for SEIR """ x, pars = seir_data n_total = 0 for key in SEIRModel.compartments: n_total += pars[f"initial_{key}"] seir_model = SEIRModel() predictions = seir_model.propagate_uncertainties(x, pars) n_computed = predictions[SEIRModel.compartments].sum(axis=1) n_expected = Series(data=[n_total] * len(n_computed), index=n_computed.index) assert_series_equal(n_expected, n_computed) def test_compare_sir_vs_seir(sir_data_wo_policy, seir_data, monkeypatch): """Checks if SEIR and SIR return same results if the code enforces * alpha = gamma * E = 0 * dI = dE """ x_sir, pars_sir = sir_data_wo_policy x_seir, pars_seir = seir_data pars_seir["alpha"] = pars_sir["gamma"] # will be done by hand def mocked_seir_step(data, **pars): data["exposed"] = 0
|
Error Analysis: Error Type: MID_FUNCTION Error: IndentationError / Incomplete Function Detected Errors: • Code truncated in middle of expression - unexpected EOF • Unterminated string literal at line 1 Fix: Complete the function 'mocked_seir_step' body and add missing return
|
intermediate
|
testing
|
error_detection
|
Pythoncode:Python
| 4
| 0
| 1,899
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\n\"\"\"Tests for SEIR model in this repo\n* Compares conserved quantities\n* Compares model against SEIR wo social policies in limit to SIR\n\"\"\"\nfrom pandas import Series\nfrom pandas.testing import assert_frame_equal, assert_series_equal\n\nfrom bayes_chime.normal.models import SEIRModel, SIRModel\nfrom pytest import fixture\nfrom tests.normal.models.sir_test import ( # pylint: disable=W0611\n fixture_penn_chime_raw_df_no_policy,\n fixture_penn_chime_setup,\n fixture_sir_data_wo_policy,\n)\n\nCOLS_TO_COMPARE = [\n \"susceptible\",\n \"infected\",\n \"recovered\",\n # Does not compare census as this repo uses the exponential distribution\n]\n\nPENN_CHIME_COMMIT = \"188c35be9561164bedded4a8071a320cbde0d2bc\"\n\n\n@fixture(name=\"seir_data\")\ndef fixture_seir_data(sir_data_wo_policy):\n \"\"\"Returns data for the SIHR model\n \"\"\"\n x, p = sir_data_wo_policy\n pp = p.copy()\n xx = x.copy()\n pp[\"alpha\"] = 0.5\n pp[\"nu\"] = 1\n pp[\"initial_exposed\"] = 0\n\n return xx, pp\n\n\ndef test_conserved_n(seir_data):\n \"\"\"Checks if S + E + I + R is conserved for SEIR\n \"\"\"\n x, pars = seir_data\n\n n_total = 0\n for key in SEIRModel.compartments:\n n_total += pars[f\"initial_{key}\"]\n\n seir_model = SEIRModel()\n predictions = seir_model.propagate_uncertainties(x, pars)\n\n n_computed = predictions[SEIRModel.compartments].sum(axis=1)\n n_expected = Series(data=[n_total] * len(n_computed), index=n_computed.index)\n\n assert_series_equal(n_expected, n_computed)\n\n\ndef test_compare_sir_vs_seir(sir_data_wo_policy, seir_data, monkeypatch):\n \"\"\"Checks if SEIR and SIR return same results if the code enforces\n\n * alpha = gamma\n * E = 0\n * dI = dE\n \"\"\"\n x_sir, pars_sir = sir_data_wo_policy\n x_seir, pars_seir = seir_data\n\n pars_seir[\"alpha\"] = pars_sir[\"gamma\"] # will be done by hand\n\n def mocked_seir_step(data, **pars):\n data[\"exposed\"] = 0"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: MID_FUNCTION\n Error: IndentationError / Incomplete Function\n\n Detected Errors:\n \u2022 Code truncated in middle of expression - unexpected EOF\n \u2022 Unterminated string literal at line 1\n\n Fix: Complete the function 'mocked_seir_step' body and add missing return"}]
| true
|
syntax
|
MID_FUNCTION
|
HIGH
|
9191a318c08b49c9339f1e4504f721d3f2d1d83b
|
TheStack--python--000.parquet
|
Review this Pythoncode:Python code: import numpy as np from scipy.interpolate import interp1d from pyTools import * ################################################################################ #~~~~~~~~~Log ops ################################################################################ def logPolyVal(p,x): ord = p.order() logs = [] for idx in xrange(ord+1): logs.append( np.log( p[idx] ) + (ord-idx)*np.log(x) ) return logs ################################################################################ #~~~~~~~~~Symmeterize data ################################################################################ def symmeterize( x, y, interp_type='cubic' ): if x.min() <= 0: raise ValueError('x.min() must be greater than zero.') xs = np.array([-x,x]).flatten() xs.sort() f = interp1d( x , y , kind=interp_type ) return { 'x':xs , 'y':f(np.abs(xs)) } ################################################################################ #~~~~~~~~~3D Shapes ################################################################################ def makeSphere(x0=0,y0=0,z0=0,r=1,ntheta=30,nphi=30): u = np.linspace(0, np.pi, ntheta) v = np.linspace(0, 2 * np.pi, nphi) x = np.outer(np.sin(u), np.sin(v))*r y = np.outer(np.sin(u), np.cos(v))*r z = np.outer(np.cos(u), np.ones_like(v))*r return x+x0, y+y0, z+z0 def makeCylinder(x0=0,y0=0,z0=0,r=1,h=10,ntheta=30,nz=30): u = np.linspace(0, 2*np.pi, ntheta) z = np.linspace(0, h, nz) UU,ZZ = np.meshgrid(u,z) XX = np.cos(UU)*r YY = np.sin(UU)*r # ax.plot_wireframe(x, y, z) return XX+x0, YY+y0, ZZ+z0 def generateLine3D( x0=0, x1=1, y0=0, y1=1, z0=0, z1=0, N=2 ): return {'line':{'xData':np.linspace(x0,x1,N), 'yData':np.linspace(y0,y1,N), 'zData':np.linspace(z0,z1,N), 'cData':np.ones((N,1))}} ################################################################################ #~~~~~~~~~2D Shapes ################################################################################ def generateCircle(R=1, X0=0, Y0=0, N = 60, thetaMin = 0, thetaMax = 2*np.pi ): thetas = np.linspace( thetaMin , thetaMax , N) uY = np.sin( thetas )*R uX = np.cos( thetas )*R return {'circle':{'xData':uX+X0, 'yData':uY+Y0}} def generateEllipse( RX=2, RY=1, X0=0, Y0=0, N = 60, thetaMin = 0, thetaMax = 2*np.pi ): thetas = np.linspace( thetaMin , thetaMax , N) uY = np.sin( thetas )*RY uX = np.cos( thetas )*RX return {'ellipse':{'xData':uX+X0, 'yData':uY+Y0}} ... [7 more functiondefs truncated] ...
|
Code Review: ❌ Critical issues: Code truncated in middle of expression - unexpected EOF Invalid syntax at line 75: ... [7 more functiondefs truncated] ... ⚠️ Code quality: Unexpected indentation at line 10 Unexpected indentation at line 11 Unexpected indentation at line 13 Unexpected indentation at line 23 Unexpected indentation at line 34 Unexpected indentation at line 37 Unexpected indentation at line 38 Unexpected indentation at line 39 Unexpected indentation at line 43 Unexpected indentation at line 48 Unexpected indentation at line 51 Unexpected indentation at line 55 Unexpected indentation at line 56 Unexpected indentation at line 57 Unexpected indentation at line 64 Unexpected indentation at line 65 Unexpected indentation at line 66 Unexpected indentation at line 70 Unexpected indentation at line 71 Unexpected indentation at line 72 ✨ Improvements: Complete the expression on the last line Review syntax near the error location
|
advanced
|
machine_learning
|
code_review
|
Pythoncode:Python
| 7
| 0
| 2,587
| true
|
[{"role": "user", "content": "Review this Pythoncode:Python code:\nimport numpy as np\nfrom scipy.interpolate import interp1d\nfrom pyTools import *\n\n################################################################################\n#~~~~~~~~~Log ops\n################################################################################\ndef logPolyVal(p,x):\n ord = p.order()\n logs = []\n for idx in xrange(ord+1):\n logs.append( np.log( p[idx] ) + (ord-idx)*np.log(x) )\n return logs\n\n################################################################################\n#~~~~~~~~~Symmeterize data\n################################################################################\ndef symmeterize( x, y, interp_type='cubic' ):\n if x.min() <= 0:\n raise ValueError('x.min() must be greater than zero.')\n\n xs = np.array([-x,x]).flatten()\n xs.sort()\n\n f = interp1d( x , y , kind=interp_type )\n\n return { 'x':xs , 'y':f(np.abs(xs)) }\n\n################################################################################\n#~~~~~~~~~3D Shapes\n################################################################################\ndef makeSphere(x0=0,y0=0,z0=0,r=1,ntheta=30,nphi=30):\n u = np.linspace(0, np.pi, ntheta)\n v = np.linspace(0, 2 * np.pi, nphi)\n\n x = np.outer(np.sin(u), np.sin(v))*r\n y = np.outer(np.sin(u), np.cos(v))*r\n z = np.outer(np.cos(u), np.ones_like(v))*r\n return x+x0, y+y0, z+z0\n\ndef makeCylinder(x0=0,y0=0,z0=0,r=1,h=10,ntheta=30,nz=30):\n u = np.linspace(0, 2*np.pi, ntheta)\n z = np.linspace(0, h, nz)\n\n UU,ZZ = np.meshgrid(u,z)\n\n XX = np.cos(UU)*r\n YY = np.sin(UU)*r\n\n # ax.plot_wireframe(x, y, z)\n return XX+x0, YY+y0, ZZ+z0\n\ndef generateLine3D( x0=0, x1=1, y0=0, y1=1, z0=0, z1=0, N=2 ):\n return {'line':{'xData':np.linspace(x0,x1,N),\n 'yData':np.linspace(y0,y1,N),\n 'zData':np.linspace(z0,z1,N),\n 'cData':np.ones((N,1))}}\n\n################################################################################\n#~~~~~~~~~2D Shapes\n################################################################################\ndef generateCircle(R=1, X0=0, Y0=0, N = 60, thetaMin = 0, thetaMax = 2*np.pi ):\n thetas = np.linspace( thetaMin , thetaMax , N)\n uY = np.sin( thetas )*R\n uX = np.cos( thetas )*R\n return {'circle':{'xData':uX+X0, 'yData':uY+Y0}}\n\ndef generateEllipse( RX=2, RY=1, X0=0, Y0=0, N = 60, thetaMin = 0, thetaMax = 2*np.pi ):\n thetas = np.linspace( thetaMin , thetaMax , N)\n uY = np.sin( thetas )*RY\n uX = np.cos( thetas )*RX\n return {'ellipse':{'xData':uX+X0, 'yData':uY+Y0}}\n\n\n ... [7 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 75: ... [7 more functiondefs truncated] ...\n\n\n\u26a0\ufe0f Code quality:\n Unexpected indentation at line 10\n Unexpected indentation at line 11\n Unexpected indentation at line 13\n Unexpected indentation at line 23\n Unexpected indentation at line 34\n Unexpected indentation at line 37\n Unexpected indentation at line 38\n Unexpected indentation at line 39\n Unexpected indentation at line 43\n Unexpected indentation at line 48\n Unexpected indentation at line 51\n Unexpected indentation at line 55\n Unexpected indentation at line 56\n Unexpected indentation at line 57\n Unexpected indentation at line 64\n Unexpected indentation at line 65\n Unexpected indentation at line 66\n Unexpected indentation at line 70\n Unexpected indentation at line 71\n Unexpected indentation at line 72\n\n\u2728 Improvements:\n Complete the expression on the last line\n Review syntax near the error location"}]
| false
| null | null | null |
91928996da1f5de4298b9395563c76e7f7e3542f
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: from setuptools import setup setup( name="ambient_api", version="1.5.6", packages=["ambient_api"], url="https://github.com/avryhof/ambient_api", license="MIT", author="Amos Vryhof",
|
Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Detected Errors: • Unclosed '(' at line 3 - expected ')' • SyntaxError: '(' was never closed at line 3 Fix: Complete the truncated code structure
|
intermediate
|
api
|
error_detection
|
Pythoncode:Python
| 0
| 0
| 208
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nfrom setuptools import setup\n\nsetup(\n name=\"ambient_api\",\n version=\"1.5.6\",\n packages=[\"ambient_api\"],\n url=\"https://github.com/avryhof/ambient_api\",\n license=\"MIT\",\n author=\"Amos Vryhof\","}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: HARD_CUT\n Error: SyntaxError / EOF\n\n Detected Errors:\n \u2022 Unclosed '(' at line 3 - expected ')'\n \u2022 SyntaxError: '(' was never closed at line 3\n\n Fix: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
9192d6d1ce77aea0159f3db895468368ec72c08a
|
TheStack--python--000.parquet
|
Debug this Pythoncode:Python code: #!/usr/bin/env python import subprocess import os def setup_module(module): THIS_DIR = os.path.dirname(os.path.abspath(__file__)) os.chdir(THIS_DIR) def teardown_module(module): cmd = ["make clean"] cmdOutput = subprocess.check_output(cmd, stderr=subprocess.STDOUT, shell=True) def test_1(): cmd = ["make"] cmdOutput = subprocess.check_output(cmd, stderr=subprocess.STDOUT, shell=True) passed = False for l in cmdOutput.decode('utf-8').split("\n"): if "#FPCHECKER: main() found" in l: passed = True assert passed == True
|
Code analysis results: ⚠️ Warnings: Unexpected indentation at line 8 Unexpected indentation at line 12 Unexpected indentation at line 17 Unexpected indentation at line 20 💡 Suggestions: Add docstring to function 'test_1'
|
intermediate
|
testing
|
debugging
|
Pythoncode:Python
| 3
| 0
| 585
| true
|
[{"role": "user", "content": "Debug this Pythoncode:Python code:\n#!/usr/bin/env python\n\nimport subprocess\nimport os\n\ndef setup_module(module):\n THIS_DIR = os.path.dirname(os.path.abspath(__file__))\n os.chdir(THIS_DIR)\n\ndef teardown_module(module):\n cmd = [\"make clean\"]\n cmdOutput = subprocess.check_output(cmd, stderr=subprocess.STDOUT, shell=True)\n\n\ndef test_1():\n cmd = [\"make\"]\n cmdOutput = subprocess.check_output(cmd, stderr=subprocess.STDOUT, shell=True)\n\n passed = False\n for l in cmdOutput.decode('utf-8').split(\"\\n\"):\n if \"#FPCHECKER: main() found\" in l:\n passed = True\n\n assert passed == True"}, {"role": "assistant", "content": " Code analysis results:\n\n\n\u26a0\ufe0f Warnings:\n Unexpected indentation at line 8\n Unexpected indentation at line 12\n Unexpected indentation at line 17\n Unexpected indentation at line 20\n\n\ud83d\udca1 Suggestions:\n Add docstring to function 'test_1'"}]
| false
| null | null | null |
9192df0712738e90f6f197873c3a465c79101722
|
TheStack--python--000.parquet
|
Suggest refactoring for this Pythoncode:Python code: class RegipyException(Exception): """ This is the parent exception for all regipy exceptions """ pass class RegipyGeneralException(RegipyException): """ General exception """ pass class RegistryValueNotFoundException(RegipyException): pass class NoRegistrySubkeysException(RegipyException): pass class NoRegistryValuesException(RegipyException): pass class RegistryKeyNotFoundException(RegipyException): pass class UnidentifiedHiveException(RegipyException): pass class RegistryRecoveryException(RegipyException): pass class RegistryParsingException(RegipyException): """ Raised when there is a parsing error, most probably a corrupted hive """ pass class NtSidDecodingException(RegipyException): """ Raised when the binary Windows NT SID representation can not be decoded """
|
Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
|
advanced
|
machine_learning
|
refactoring
|
Pythoncode:Python
| 0
| 10
| 877
| false
|
[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\nclass RegipyException(Exception):\n \"\"\"\n This is the parent exception for all regipy exceptions\n \"\"\"\n pass\n\nclass RegipyGeneralException(RegipyException):\n \"\"\"\n General exception\n \"\"\"\n pass\n\n\nclass RegistryValueNotFoundException(RegipyException):\n pass\n\n\nclass NoRegistrySubkeysException(RegipyException):\n pass\n\n\nclass NoRegistryValuesException(RegipyException):\n pass\n\n\nclass RegistryKeyNotFoundException(RegipyException):\n pass\n\n\nclass UnidentifiedHiveException(RegipyException):\n pass\n\n\nclass RegistryRecoveryException(RegipyException):\n pass\n\n\nclass RegistryParsingException(RegipyException):\n \"\"\"\n Raised when there is a parsing error, most probably a corrupted hive\n \"\"\"\n pass\n\nclass NtSidDecodingException(RegipyException):\n \"\"\"\n Raised when the binary Windows NT SID representation can not be decoded\n \"\"\""}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
919312f26ed57e4c093335409a623694c54be188
|
TheStack--python--000.parquet
|
Fix this broken Pythoncode:Python code: from collections import deque class Solution: """ @param n: a positive integer @return: the minimum number of replacements """ def integerReplacement(self, n): # Write your code here steps = 0 if n == 1: return steps queue = deque([n]) while queue: size = len(queue) print(queue, steps) Error: SyntaxError / EOF
|
Fixed Code: from collections import deque class Solution: """ @param n: a positive integer @return: the minimum number of replacements """ def integerReplacement(self, n): # Write your code here steps = 0 if n == 1: return steps queue = deque([n]) while queue: size = len(queue) print(queue, steps) for _ in range(size): Explanation: Complete the truncated code structure
|
advanced
|
oop
|
error_fixing
|
Pythoncode:Python
| 1
| 1
| 387
| true
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\nfrom collections import deque\n\n\nclass Solution:\n \"\"\"\n @param n: a positive integer \n @return: the minimum number of replacements\n \"\"\"\n\n def integerReplacement(self, n):\n # Write your code here\n steps = 0\n if n == 1:\n return steps\n\n queue = deque([n])\n while queue:\n size = len(queue)\n print(queue, steps)\n\n Error: SyntaxError / EOF"}, {"role": "assistant", "content": " Fixed Code:\n\n\nfrom collections import deque\n\n\nclass Solution:\n \"\"\"\n @param n: a positive integer \n @return: the minimum number of replacements\n \"\"\"\n\n def integerReplacement(self, n):\n # Write your code here\n steps = 0\n if n == 1:\n return steps\n\n queue = deque([n])\n while queue:\n size = len(queue)\n print(queue, steps)\n for _ in range(size):\n\n Explanation: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
91936b7f0195e57ee35ddf84cdb73c2bef559977
|
TheStack--python--000.parquet
|
Fill in the in this Pythoncode:Python code: from flask import Blueprint, render_template from gateways.models import getWeatherData web = Blueprint("web", __name__, template_folder='templates') @web.route("/", methods=['GET']) def home(): items = getWeatherData.get_last_item() cityName = items["city"] return render_template("index.html", city=cityName[0], # Complete this line humidity=items["humidity"], pressure=items["pressure"]) #@web.route("/profile", methods=['GET']) #def profile(): # items = getWeatherData.get_last_item() # return render_template("profile.html", # celcius=items["temperature"], # humidity=items["humidity"], # pressure=items["pressure"]) #@web.route("/about", methods=['GET']) #def about(): # return render_template("about.html")
|
The missing line is: temperature=items["temperature"],
|
intermediate
|
machine_learning
|
fill_in_the_blank
|
Pythoncode:Python
| 1
| 0
| 947
| true
|
[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\nfrom flask import Blueprint, render_template\nfrom gateways.models import getWeatherData\n\n\nweb = Blueprint(\"web\", __name__, template_folder='templates')\n\n@web.route(\"/\", methods=['GET'])\ndef home():\n items = getWeatherData.get_last_item()\n cityName = items[\"city\"]\n return render_template(\"index.html\",\n city=cityName[0],\n # Complete this line\n humidity=items[\"humidity\"],\n pressure=items[\"pressure\"])\n\n#@web.route(\"/profile\", methods=['GET'])\n#def profile():\n# items = getWeatherData.get_last_item()\n# return render_template(\"profile.html\",\n# celcius=items[\"temperature\"],\n# humidity=items[\"humidity\"],\n# pressure=items[\"pressure\"])\n\n\n#@web.route(\"/about\", methods=['GET'])\n#def about():\n# return render_template(\"about.html\")"}, {"role": "assistant", "content": "The missing line is:\n temperature=items[\"temperature\"],"}]
| false
| null | null | null |
91941908fbc07382f07b7bc44926ab4220545f9d
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: from __future__ import absolute_import from changes.buildsteps.default import DefaultBuildStep class LXCBuildStep(DefaultBuildStep): """ Similar to the default build step, except that it runs the client using the LXC adapter. """ def can_snapshot(self): return True def get_label(self):
|
Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Detected Errors: • Unterminated string literal at line 7 • Block at line 14 has no body - expected indented block • IndentationError at line 14 Fix: Complete the truncated code structure
|
advanced
|
ui
|
error_detection
|
Pythoncode:Python
| 4
| 1
| 322
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nfrom __future__ import absolute_import\n\nfrom changes.buildsteps.default import DefaultBuildStep\n\n\nclass LXCBuildStep(DefaultBuildStep):\n \"\"\"\n Similar to the default build step, except that it runs the client using\n the LXC adapter.\n \"\"\"\n def can_snapshot(self):\n return True\n\n def get_label(self):"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: HARD_CUT\n Error: SyntaxError / EOF\n\n Detected Errors:\n \u2022 Unterminated string literal at line 7\n \u2022 Block at line 14 has no body - expected indented block\n \u2022 IndentationError at line 14\n\n Fix: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
9195f3cdb36a82835721ebe4e4fc6cc7220eecc8
|
TheStack--python--000.parquet
|
Repair the syntax errors in this Pythoncode:Python code: #!/usr/bin/env python3 """Star Wars API HTTP response parsing""" # requests is used to send HTTP requests (get it?) import requests URL= "https://swapi.dev/api/people/1" def main(): """sending GET request, checking response""" # SWAPI response is st
|
Syntax Analysis:
|
intermediate
|
api
|
syntax_repair
|
Pythoncode:Python
| 1
| 0
| 261
| true
|
[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\n#!/usr/bin/env python3\n\"\"\"Star Wars API HTTP response parsing\"\"\"\n\n# requests is used to send HTTP requests (get it?)\nimport requests\n\nURL= \"https://swapi.dev/api/people/1\"\n\ndef main():\n \"\"\"sending GET request, checking response\"\"\"\n\n # SWAPI response is st"}, {"role": "assistant", "content": " Syntax Analysis:"}]
| true
|
syntax
|
MID_STRING
|
CRITICAL
|
91979003f9cb74dc9f591b8277facbe005dfd825
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: import json
|
Error Analysis: Error Type: UNKNOWN Error: Unknown error
|
beginner
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general
|
error_detection
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Pythoncode:Python
| 0
| 0
| 12
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nimport json"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: UNKNOWN\n Error: Unknown error"}]
| true
|
syntax
|
UNKNOWN
|
UNKNOWN
|
9197f982af32fc988794515b093dd5bf984c98a5
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TheStack--python--000.parquet
|
Complete this Pythoncode:Python code: def _replace_formatted(ctx, manifest, files): out = ctx.actions.declare_file(ctx.label.name) # this makes it easier to add variables file_lines = [ """#!/bin/bash -e WORKSPACE_ROOT="${1:-$BUILD_WORKSPACE_DIRECTORY}" """, """RUNPATH="${TEST_SRCDIR-$0.runfiles}"/""" + ctx.workspace_name, """RUNPATH=(${RUNPATH//bin/ }) RUNPATH="${RUNPATH[0]}"bin echo $WORKSPACE_ROOT echo $RUNPATH while read original formatted; do if [[ ! -z "$original" ]] && [[ ! -z "$formatted" ]]; then if ! cmp -s "$WORKSPACE_ROOT/$original" "$RUNPATH/$formatted"; then echo "Formatting $original" cp "$RUNPATH/$formatted" "$WORKSPACE_ROOT/$original" fi fi done < "$RUNPATH"/""" + manifest.short_path, ] file_content = "\n".join(file_lines) ctx.actions.write( output = out, content = file_content, ) files.append(manifest) return [DefaultInfo(files = depset(files), executable = out)] def _build_format_py(ctx): files = [] manifest_content = [] for src in ctx.files.srcs: if src.is_source: file = ctx.actions.declare_file("{}.format.output".format(src.short_path)) files.append(file) ctx.actions.run( arguments = [src.path, file.path], executable = ctx.executable._fmt, outputs = [file], inputs = [src, ctx.file._style], )
|
manifest_content.append("{} {}".format(src.short_path, file.short_path)) manifest = ctx.actions.declare_file("format/{}/manifest.txt".format(ctx.label.name)) ctx.actions.write(manifest, "\n".join(manifest_content) + "\n") return manifest, files def _format_py_impl(ctx): manifest, files = _build_format_py(ctx) return _replace_formatted(ctx, manifest, files) format_py = rule( implementation = _format_py_impl, executable = True, attrs = { "srcs": attr.label_list( allow_files = [".py"], mandatory = True, ), "_fmt": attr.label( cfg = "host", default = "//format:format_py", executable = True, ), "_style": attr.label( allow_single_file = True, default = ":setup.cfg", ), }, )
|
intermediate
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testing
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code_completion
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Pythoncode:Python
| 3
| 0
| 2,316
| false
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\ndef _replace_formatted(ctx, manifest, files):\n out = ctx.actions.declare_file(ctx.label.name)\n\n # this makes it easier to add variables\n file_lines = [\n \"\"\"#!/bin/bash -e\nWORKSPACE_ROOT=\"${1:-$BUILD_WORKSPACE_DIRECTORY}\" \"\"\",\n \"\"\"RUNPATH=\"${TEST_SRCDIR-$0.runfiles}\"/\"\"\" + ctx.workspace_name,\n \"\"\"RUNPATH=(${RUNPATH//bin/ })\nRUNPATH=\"${RUNPATH[0]}\"bin\necho $WORKSPACE_ROOT\necho $RUNPATH\nwhile read original formatted; do\n if [[ ! -z \"$original\" ]] && [[ ! -z \"$formatted\" ]]; then\n if ! cmp -s \"$WORKSPACE_ROOT/$original\" \"$RUNPATH/$formatted\"; then\n echo \"Formatting $original\"\n cp \"$RUNPATH/$formatted\" \"$WORKSPACE_ROOT/$original\"\n fi\n fi\ndone < \"$RUNPATH\"/\"\"\" + manifest.short_path,\n ]\n\n file_content = \"\\n\".join(file_lines)\n\n ctx.actions.write(\n output = out,\n content = file_content,\n )\n files.append(manifest)\n return [DefaultInfo(files = depset(files), executable = out)]\n\ndef _build_format_py(ctx):\n files = []\n manifest_content = []\n\n for src in ctx.files.srcs:\n if src.is_source:\n file = ctx.actions.declare_file(\"{}.format.output\".format(src.short_path))\n files.append(file)\n ctx.actions.run(\n arguments = [src.path, file.path],\n executable = ctx.executable._fmt,\n outputs = [file],\n inputs = [src, ctx.file._style],\n )"}, {"role": "assistant", "content": "\n manifest_content.append(\"{} {}\".format(src.short_path, file.short_path))\n\n manifest = ctx.actions.declare_file(\"format/{}/manifest.txt\".format(ctx.label.name))\n ctx.actions.write(manifest, \"\\n\".join(manifest_content) + \"\\n\")\n\n return manifest, files\n\ndef _format_py_impl(ctx):\n manifest, files = _build_format_py(ctx)\n return _replace_formatted(ctx, manifest, files)\n\nformat_py = rule(\n implementation = _format_py_impl,\n executable = True,\n attrs = {\n \"srcs\": attr.label_list(\n allow_files = [\".py\"],\n mandatory = True,\n ),\n \"_fmt\": attr.label(\n cfg = \"host\",\n default = \"//format:format_py\",\n executable = True,\n ),\n \"_style\": attr.label(\n allow_single_file = True,\n default = \":setup.cfg\",\n ),\n },\n)"}]
| false
| null | null | null |
9198600a03831a59503bb3d3f2827b284d0e1c16
|
TheStack--python--000.parquet
|
Review this Pythoncode:Python code: # -*- coding: utf-8 -*- from __future__ import unicode_literals from django.contrib.auth.models import AbstractUser, UserManager from django.db import models from django.utils import timezone # Create your models here. # Create our new user class class AccountUserManager(UserManager): def _create_user(self, username, email, password, is_staff, is_supervisor, **extra_fields): """ Creates and saves a User with the given username, email and password. :param username: :param email: :param password: :param is_staff: :param is_supervisor: :param extra_fields: :return: """ now = timezone.now() if not email: raise ValueError('The given username must be set') email = self.normalize_email(email) user = self.model(username=email, email=email, is_staff=is_staff, is_active=True, is_supervisor=is_supervisor, date_joined=now, **extra_fields) user.set_password(password) user.save(using=self.db) return user class User(AbstractUser): # now that we've abstracted this class we can add any # number of custom attribute to our user class # in later units we'll be adding things like payment details! object = AccountUserManager()
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Code Review: ❌ Critical issues: Unterminated string literal at line 12 ⚠️ Code quality: Unexpected indentation at line 13 Unexpected indentation at line 14 Unexpected indentation at line 22 Unexpected indentation at line 23 Unexpected indentation at line 27 Unexpected indentation at line 28 Unexpected indentation at line 29 Unexpected indentation at line 30 Unexpected indentation at line 31 Unexpected indentation at line 32 Unexpected indentation at line 39 Unexpected indentation at line 42 ✨ Improvements: Add closing quote at line 12 Add docstring to class 'AccountUserManager' Add docstring to class 'User'
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advanced
|
database
|
code_review
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Pythoncode:Python
| 1
| 2
| 1,376
| true
|
[{"role": "user", "content": "Review this Pythoncode:Python code:\n# -*- coding: utf-8 -*-\nfrom __future__ import unicode_literals\nfrom django.contrib.auth.models import AbstractUser, UserManager\nfrom django.db import models\nfrom django.utils import timezone\n\n\n# Create your models here.\n# Create our new user class\nclass AccountUserManager(UserManager):\n def _create_user(self, username, email, password, is_staff, is_supervisor, **extra_fields):\n \"\"\"\n Creates and saves a User with the given username, email and password.\n :param username:\n :param email:\n :param password:\n :param is_staff:\n :param is_supervisor:\n :param extra_fields:\n :return:\n \"\"\"\n now = timezone.now()\n if not email:\n raise ValueError('The given username must be set')\n\n email = self.normalize_email(email)\n user = self.model(username=email, email=email,\n is_staff=is_staff, is_active=True,\n is_supervisor=is_supervisor,\n date_joined=now, **extra_fields)\n user.set_password(password)\n user.save(using=self.db)\n\n return user\n\n\nclass User(AbstractUser):\n # now that we've abstracted this class we can add any\n # number of custom attribute to our user class\n\n # in later units we'll be adding things like payment details!\n object = AccountUserManager()"}, {"role": "assistant", "content": " Code Review:\n\n\n\u274c Critical issues:\n Unterminated string literal at line 12\n\n\u26a0\ufe0f Code quality:\n Unexpected indentation at line 13\n Unexpected indentation at line 14\n Unexpected indentation at line 22\n Unexpected indentation at line 23\n Unexpected indentation at line 27\n Unexpected indentation at line 28\n Unexpected indentation at line 29\n Unexpected indentation at line 30\n Unexpected indentation at line 31\n Unexpected indentation at line 32\n Unexpected indentation at line 39\n Unexpected indentation at line 42\n\n\u2728 Improvements:\n Add closing quote at line 12\n Add docstring to class 'AccountUserManager'\n Add docstring to class 'User'"}]
| false
| null | null | null |
91993f87e0ff04f74f7a6f31b278e5b76bf7a8ba
|
TheStack--python--000.parquet
|
Review this Pythoncode:Python code: ... [2 more functiondefs truncated] ...
|
Code Review: ❌ Critical issues: Code truncated in middle of expression - unexpected EOF Invalid syntax at line 2: ... [2 more functiondefs truncated] ... ✨ Improvements: Complete the expression on the last line Review syntax near the error location
|
beginner
|
general
|
code_review
|
Pythoncode:Python
| 0
| 0
| 47
| false
|
[{"role": "user", "content": "Review this Pythoncode:Python code:\n\n ... [2 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Code Review:\n\n\n\u274c Critical issues:\n Code truncated in middle of expression - unexpected EOF\n Invalid syntax at line 2: ... [2 more functiondefs truncated] ...\n\n\n\u2728 Improvements:\n Complete the expression on the last line\n Review syntax near the error location"}]
| false
| null | null | null |
919b5dc79a4db8bc0c773739c3eacec33d693967
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: # -*- coding: utf-8 -*- # Generated by Django 1.9.10 on 2016-10-05 18:52 from __future__ import unicode_literals from django.db import migrations, models class Migration(migrations.Migration): dependencies = [("careeropportunity", "0002_careeropportunity_j
|
Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Detected Errors: • Code truncated in middle of expression - unexpected EOF • Unterminated string literal at line 10 • Unclosed '[' at line 10 - expected ']' Fix: Complete the truncated code structure
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advanced
|
machine_learning
|
error_detection
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Pythoncode:Python
| 0
| 1
| 264
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\n# -*- coding: utf-8 -*-\n# Generated by Django 1.9.10 on 2016-10-05 18:52\nfrom __future__ import unicode_literals\n\nfrom django.db import migrations, models\n\n\nclass Migration(migrations.Migration):\n\n dependencies = [(\"careeropportunity\", \"0002_careeropportunity_j"}, {"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 10\n \u2022 Unclosed '[' at line 10 - expected ']'\n\n Fix: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
919b5e557651de3e6e934fa6c4b16a3e517ceea9
|
TheStack--python--000.parquet
|
Find all errors in 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. import timeit
|
Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Detected Errors: • Code truncated in middle of expression - unexpected EOF Fix: Complete the truncated code structure
|
advanced
|
api
|
error_detection
|
Pythoncode:Python
| 2
| 1
| 798
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\n# Licensed to the Apache Software Foundation (ASF) under one\n# or more contributor license agreements. See the NOTICE file\n# distributed with this work for additional information\n# regarding copyright ownership. The ASF licenses this file\n# to you under the Apache License, Version 2.0 (the\n# \"License\"); you may not use this file except in compliance\n# with the License. You may obtain a copy of the License at\n#\n# http://www.apache.org/licenses/LICENSE-2.0\n#\n# Unless required by applicable law or agreed to in writing,\n# software distributed under the License is distributed on an\n# \"AS IS\" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY\n# KIND, either express or implied. See the License for the\n# specific language governing permissions and limitations\n# under the License.\nimport timeit"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: HARD_CUT\n Error: SyntaxError / EOF\n\n Detected Errors:\n \u2022 Code truncated in middle of expression - unexpected EOF\n\n Fix: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
919c72f34a550015e3cadb40b602759ce1ee194d
|
TheStack--python--000.parquet
|
Review this Pythoncode:Python code: #!/usr/bin/env python3 import json import argparse import re import datetime import paramiko import requests # cmd ['ssh', 'smart', # 'mkdir -p /home/levabd/smart-home-temp-humidity-monitor; # cat - > /home/levabd/smart-home-temp-humidity-monitor/lr.json'] from miio import chuangmi_plug from btlewrap import available_backends, BluepyBackend from mitemp_bt.mitemp_bt_poller import MiTempBtPoller, \ def valid_mitemp_mac(mac, pat=re.compile(r"[0-9A-F]{2}:[0-9A-F]{2}:[0-9A-F]{2}:[0-9A-F]{2}:[0-9A-F]{2}:[0-9A-F]{2}")): """Check for valid mac addresses.""" if not pat.match(mac.upper()): raise argparse.ArgumentTypeError( 'The MAC address "{}" seems to be in the wrong format'.format(mac)) return mac def turn_on_humidifier(): """Turn on humidifier on a first floor.""" hummidifier_plug = chuangmi_plug.ChuangmiPlug( ip='192.168.19.59', token='14f5b868a58ef4ffaef6fece61c65b16', start_id=0, debug=1, lazy_discover=True, model=plug_type) hummidifier_plug.on() def turn_off_humidifier(): """Turn off humidifier on a first floor.""" hummidifier_plug = chuangmi_plug.ChuangmiPlug( ip='192.168.19.59', token='14f5b868a58ef4ffaef6fece61c65b16', start_id=0, debug=1, lazy_discover=True, model=plug_type) hummidifier_plug.off() def check_if_ac_off(): """Check if AC is turned off.""" status_url = 'http://smart.levabd.pp.ua:2002/status-bedroom?key=27fbc501b51b47663e77c46816a' response = requests.get(status_url, timeout=(20, 30)) if ('address' not in response.json()) and ('name' not in response.json()): return None if ((response.json()['name'] == "08bc20043df8") and (response.json()['address'] == "192.168.19.54")): if response.json()['props']['boot'] == 0: return True return False return None def check_if_ac_cool(): """Check if AC is turned for a automate cooling.""" status_url = 'http://smart.levabd.pp.ua:2002/status-bedroom?key=27fbc501b51b47663e77c46816a' response = requests.get(status_url, timeout=(20, 30)) if ('address' not in response.json()) or ('name' not in response.json()): return None if ((response.json()['name'] == "08bc20043df8") and (response.json()['address'] == "192.168.19.54")): if not response.json()['props']['boot'] == 1: return False if not response.json()['props']['runMode'] == '001': return False if not response.json()['props']['wdNumber'] == 25: return False if not response.json()['props']['windLevel'] == '001': return False return True return None ... [8 more functiondefs truncated] ...
|
Code Review: ❌ Critical issues: Code truncated in middle of expression - unexpected EOF Unterminated string literal at line 11 Invalid syntax at line 17: from mitemp_bt.mitemp_bt_poller import MiTempBtPoller, \ def valid_mitemp_mac(mac, pat=re.compile(r"[0-9A-F]{2}:[0-9A-F]{2}:[0-9A-F]{2}:[0-9A-F]{2}:[0-9A-F]{2}:[0-9A-F]{2}")): ⚠️ Code quality: Unexpected indentation at line 19 Unexpected indentation at line 21 Unexpected indentation at line 22 Unexpected indentation at line 26 Unexpected indentation at line 27 Unexpected indentation at line 28 Unexpected indentation at line 29 Unexpected indentation at line 30 Unexpected indentation at line 31 Unexpected indentation at line 32 Unexpected indentation at line 33 Unexpected indentation at line 38 Unexpected indentation at line 39 Unexpected indentation at line 40 Unexpected indentation at line 41 Unexpected indentation at line 42 Unexpected indentation at line 43 Unexpected indentation at line 44 Unexpected indentation at line 45 Unexpected indentation at line 50 Unexpected indentation at line 51 Unexpected indentation at line 52 Unexpected indentation at line 54 Unexpected indentation at line 57 Unexpected indentation at line 58 Unexpected indentation at line 62 Unexpected indentation at line 63 Unexpected indentation at line 64 Unexpected indentation at line 66 Unexpected indentation at line 69 Unexpected indentation at line 71 Unexpected indentation at line 73 Unexpected indentation at line 75 Unexpected indentation at line 76 ✨ Improvements: Complete the expression on the last line Add closing quote at line 11 Review syntax near the error location
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intermediate
|
api
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code_review
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Pythoncode:Python
| 5
| 0
| 2,772
| true
|
[{"role": "user", "content": "Review this Pythoncode:Python code:\n#!/usr/bin/env python3\n\nimport json\nimport argparse\nimport re\nimport datetime\nimport paramiko\nimport requests\n\n# cmd ['ssh', 'smart',\n# 'mkdir -p /home/levabd/smart-home-temp-humidity-monitor;\n# cat - > /home/levabd/smart-home-temp-humidity-monitor/lr.json']\n\nfrom miio import chuangmi_plug\nfrom btlewrap import available_backends, BluepyBackend\nfrom mitemp_bt.mitemp_bt_poller import MiTempBtPoller, \\\ndef valid_mitemp_mac(mac, pat=re.compile(r\"[0-9A-F]{2}:[0-9A-F]{2}:[0-9A-F]{2}:[0-9A-F]{2}:[0-9A-F]{2}:[0-9A-F]{2}\")):\n \"\"\"Check for valid mac addresses.\"\"\"\n if not pat.match(mac.upper()):\n raise argparse.ArgumentTypeError(\n 'The MAC address \"{}\" seems to be in the wrong format'.format(mac))\n return mac\n\ndef turn_on_humidifier():\n \"\"\"Turn on humidifier on a first floor.\"\"\"\n hummidifier_plug = chuangmi_plug.ChuangmiPlug(\n ip='192.168.19.59',\n token='14f5b868a58ef4ffaef6fece61c65b16',\n start_id=0,\n debug=1,\n lazy_discover=True,\n model=plug_type)\n hummidifier_plug.on()\n\n\ndef turn_off_humidifier():\n \"\"\"Turn off humidifier on a first floor.\"\"\"\n hummidifier_plug = chuangmi_plug.ChuangmiPlug(\n ip='192.168.19.59',\n token='14f5b868a58ef4ffaef6fece61c65b16',\n start_id=0,\n debug=1,\n lazy_discover=True,\n model=plug_type)\n hummidifier_plug.off()\n\n\ndef check_if_ac_off():\n \"\"\"Check if AC is turned off.\"\"\"\n status_url = 'http://smart.levabd.pp.ua:2002/status-bedroom?key=27fbc501b51b47663e77c46816a'\n response = requests.get(status_url, timeout=(20, 30))\n if ('address' not in response.json()) and ('name' not in response.json()):\n return None\n if ((response.json()['name'] == \"08bc20043df8\") and (response.json()['address'] == \"192.168.19.54\")):\n if response.json()['props']['boot'] == 0:\n return True\n return False\n return None\n\ndef check_if_ac_cool():\n \"\"\"Check if AC is turned for a automate cooling.\"\"\"\n status_url = 'http://smart.levabd.pp.ua:2002/status-bedroom?key=27fbc501b51b47663e77c46816a'\n response = requests.get(status_url, timeout=(20, 30))\n if ('address' not in response.json()) or ('name' not in response.json()):\n return None\n if ((response.json()['name'] == \"08bc20043df8\") and (response.json()['address'] == \"192.168.19.54\")):\n if not response.json()['props']['boot'] == 1:\n return False\n if not response.json()['props']['runMode'] == '001':\n return False\n if not response.json()['props']['wdNumber'] == 25:\n return False\n if not response.json()['props']['windLevel'] == '001':\n return False\n return True\n return None\n\n\n\n ... [8 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Code Review:\n\n\n\u274c Critical issues:\n Code truncated in middle of expression - unexpected EOF\n Unterminated string literal at line 11\n Invalid syntax at line 17: from mitemp_bt.mitemp_bt_poller import MiTempBtPoller, \\\ndef valid_mitemp_mac(mac, pat=re.compile(r\"[0-9A-F]{2}:[0-9A-F]{2}:[0-9A-F]{2}:[0-9A-F]{2}:[0-9A-F]{2}:[0-9A-F]{2}\")):\n\n\n\u26a0\ufe0f Code quality:\n Unexpected indentation at line 19\n Unexpected indentation at line 21\n Unexpected indentation at line 22\n Unexpected indentation at line 26\n Unexpected indentation at line 27\n Unexpected indentation at line 28\n Unexpected indentation at line 29\n Unexpected indentation at line 30\n Unexpected indentation at line 31\n Unexpected indentation at line 32\n Unexpected indentation at line 33\n Unexpected indentation at line 38\n Unexpected indentation at line 39\n Unexpected indentation at line 40\n Unexpected indentation at line 41\n Unexpected indentation at line 42\n Unexpected indentation at line 43\n Unexpected indentation at line 44\n Unexpected indentation at line 45\n Unexpected indentation at line 50\n Unexpected indentation at line 51\n Unexpected indentation at line 52\n Unexpected indentation at line 54\n Unexpected indentation at line 57\n Unexpected indentation at line 58\n Unexpected indentation at line 62\n Unexpected indentation at line 63\n Unexpected indentation at line 64\n Unexpected indentation at line 66\n Unexpected indentation at line 69\n Unexpected indentation at line 71\n Unexpected indentation at line 73\n Unexpected indentation at line 75\n Unexpected indentation at line 76\n\n\u2728 Improvements:\n Complete the expression on the last line\n Add closing quote at line 11\n Review syntax near the error location"}]
| false
| null | null | null |
919e14a6393eda0c7e38c0fd3d5e470f7982030f
|
TheStack--python--000.parquet
|
Complete this Pythoncode:Python code: import pickle from sklearn.neural_network import MLPClassifier train = pickle.load(open('train_pca_reservoir_output_200samples.pickle','rb')) test = pickle.load(open('test_pca_reservoir_output_50samples.pickle','rb')) train_num = 200 test_num = 50 mlp = MLPClassifier(hidden_layer_sizes=(2000,), max_iter=100, alpha=1e-5,
|
solver='sgd', verbose=10, tol=1e-4, random_state=1, learning_rate_init=.1, batch_size= 20) mlp.fit(train[0], train[1][:train_num]) print("Training set score: %f" % mlp.score(train[0], train[1][:train_num])) print("Test set score: %f" % mlp.score(test[0], test[1][:test_num]))
|
intermediate
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testing
|
code_completion
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Pythoncode:Python
| 0
| 0
| 642
| true
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\nimport pickle\nfrom sklearn.neural_network import MLPClassifier\n\ntrain = pickle.load(open('train_pca_reservoir_output_200samples.pickle','rb'))\ntest = pickle.load(open('test_pca_reservoir_output_50samples.pickle','rb'))\n\ntrain_num = 200\ntest_num = 50\n\nmlp = MLPClassifier(hidden_layer_sizes=(2000,), max_iter=100, alpha=1e-5,"}, {"role": "assistant", "content": "\n solver='sgd', verbose=10, tol=1e-4, random_state=1,\n learning_rate_init=.1, batch_size= 20)\n\nmlp.fit(train[0], train[1][:train_num])\nprint(\"Training set score: %f\" % mlp.score(train[0], train[1][:train_num]))\nprint(\"Test set score: %f\" % mlp.score(test[0], test[1][:test_num]))"}]
| false
| null | null | null |
919e36250164a66af6592305ae454fa0dbde1d43
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TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: import numpy as np import pandas as pd from skimage import io import skimage.measure as measure import os from lpg_pca_impl import denoise def getNoisedImage(originalImage, variance): # return random_noise(originalImage, mode='gaussian', var=variance) np.random.seed(42) noise = np.random.normal(size=originalImage.shape) noise = noise/np.sqrt(np.power(noise, 2).mean()) noisedImage = originalImage + variance*noise return noisedImage def clip(img): img = np.minimum(np.ones(img.shape), img) img = np.maximum(np.zeros(img.shape), img) return img
|
Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Fix: Complete the truncated code structure
|
advanced
|
database
|
error_detection
|
Pythoncode:Python
| 8
| 0
| 586
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nimport numpy as np\nimport pandas as pd\nfrom skimage import io\nimport skimage.measure as measure\nimport os\nfrom lpg_pca_impl import denoise\n\n\ndef getNoisedImage(originalImage, variance):\n # return random_noise(originalImage, mode='gaussian', var=variance)\n np.random.seed(42)\n noise = np.random.normal(size=originalImage.shape)\n noise = noise/np.sqrt(np.power(noise, 2).mean())\n noisedImage = originalImage + variance*noise\n return noisedImage\n\n\ndef clip(img):\n img = np.minimum(np.ones(img.shape), img)\n img = np.maximum(np.zeros(img.shape), img)\n return img"}, {"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
|
919f4e67778a5a961b0e58f4deb0ff4d5a7ee8e6
|
TheStack--python--000.parquet
|
Repair the syntax errors in this Pythoncode:Python code: import redis from rq import Queue, Connection from flask import Flask, render_template, Blueprint, jsonify, request import tasks import rq_dashboard from wingnut import Wingnut def home(): return render_template("main/home.html") @app.route("/tasks", methods=["POST"]) def run_task(): task_type = request.form["type"] with Connection(redis.from_url("redis://localhost:6379")): q = Queue() task = q.enqueue(tasks.create_task, task_type) response_object = { "status": "success", "data": { "task_id": task.get_id() } } return jsonify(response_object), 202 @app.route("/mode", methods=["POST"]) def set_mode(): task_type = request.form["type"] with Connection(redis.from_url("redis://localhost:6379")): q = Queue("mode") task = q.enqueue(tasks.set_mode, task_type) response_object = { "status": "success", "data": { "task_id": task.get_id() } } return jsonify(response_object), 202 @app.route("/tasks/<task_id>", methods=["GET"]) def get_status(task_id): with Connection(redis.from_url("redis://localhost:6379")): q = Queue() task = q.fetch_job(task_id) if task: response_object = { "status": "success", "data": { "task_id": task.get_id(), "task_status": task.get_status(), "task_result": task.result, }, } else: response_object = {"status": "error"} return jsonify(response_object) @app.route("/configuration", methods=["GET"]) def get_configuration(): wingnut = Wingnut() response_object = { "status": "success", "data": { "servoPin": wingnut.servoPin, "leftMotorPin1": wingnut.leftMotorPin1, "leftMotorPin1": wingnut.leftMotorPin2, "leftMotorEnablePin": wingnut.leftMotorEnablePin, "rightMotorPin1": wingnut.rightMotorPin1, "rightMotorPin1": wingnut.rightMotorPin2, "rightMotorEnablePin": wingnut.rightMotorEnablePin, "sonarTriggerPin": wingnut.sonarTriggerPin, "sonarEchoPin": wingnut.sonarEchoPin } } return jsonify(response_object) @app.route("/diagnostics", methods=["GET"]) def get_diagnostics(): r = redis.Redis() diagnostics = {} diagnostics["power_level"] = r.get("power_level").decode("utf-8") diagnostics["temperature"] = r.get("temperature").decode("utf-8") diagnostics["free_memory_mb"] = r.get("free_memory_mb").decode("utf-8") diagnostics["free_di
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Syntax Analysis: Syntax Errors Found: • Unterminated string literal at line 83 • Unclosed '[' at line 83 - expected ']' • Unterminated string literal at line 83 Fixes: • Add closing quote at line 83 • Add closing ']' bracket • Add closing quote to string literal
|
advanced
|
api
|
syntax_repair
|
Pythoncode:Python
| 6
| 0
| 2,626
| true
|
[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\nimport redis\nfrom rq import Queue, Connection\nfrom flask import Flask, render_template, Blueprint, jsonify, request\nimport tasks\nimport rq_dashboard\nfrom wingnut import Wingnut\n\ndef home():\n return render_template(\"main/home.html\")\n\n@app.route(\"/tasks\", methods=[\"POST\"])\ndef run_task():\n task_type = request.form[\"type\"]\n with Connection(redis.from_url(\"redis://localhost:6379\")):\n q = Queue()\n task = q.enqueue(tasks.create_task, task_type)\n response_object = {\n \"status\": \"success\",\n \"data\": {\n \"task_id\": task.get_id()\n }\n }\n return jsonify(response_object), 202\n\n@app.route(\"/mode\", methods=[\"POST\"])\ndef set_mode():\n task_type = request.form[\"type\"]\n with Connection(redis.from_url(\"redis://localhost:6379\")):\n q = Queue(\"mode\")\n task = q.enqueue(tasks.set_mode, task_type)\n response_object = {\n \"status\": \"success\",\n \"data\": {\n \"task_id\": task.get_id()\n }\n }\n return jsonify(response_object), 202\n\n@app.route(\"/tasks/<task_id>\", methods=[\"GET\"])\ndef get_status(task_id):\n with Connection(redis.from_url(\"redis://localhost:6379\")):\n q = Queue()\n task = q.fetch_job(task_id)\n if task:\n response_object = {\n \"status\": \"success\",\n \"data\": {\n \"task_id\": task.get_id(),\n \"task_status\": task.get_status(),\n \"task_result\": task.result,\n },\n }\n else:\n response_object = {\"status\": \"error\"}\n return jsonify(response_object)\n\n@app.route(\"/configuration\", methods=[\"GET\"])\ndef get_configuration():\n wingnut = Wingnut()\n response_object = {\n \"status\": \"success\",\n \"data\": {\n \"servoPin\": wingnut.servoPin,\n \"leftMotorPin1\": wingnut.leftMotorPin1,\n \"leftMotorPin1\": wingnut.leftMotorPin2,\n \"leftMotorEnablePin\": wingnut.leftMotorEnablePin,\n \"rightMotorPin1\": wingnut.rightMotorPin1,\n \"rightMotorPin1\": wingnut.rightMotorPin2,\n \"rightMotorEnablePin\": wingnut.rightMotorEnablePin,\n \"sonarTriggerPin\": wingnut.sonarTriggerPin,\n \"sonarEchoPin\": wingnut.sonarEchoPin\n }\n }\n return jsonify(response_object)\n\n@app.route(\"/diagnostics\", methods=[\"GET\"])\ndef get_diagnostics():\n r = redis.Redis()\n diagnostics = {}\n diagnostics[\"power_level\"] = r.get(\"power_level\").decode(\"utf-8\")\n diagnostics[\"temperature\"] = r.get(\"temperature\").decode(\"utf-8\")\n diagnostics[\"free_memory_mb\"] = r.get(\"free_memory_mb\").decode(\"utf-8\")\n diagnostics[\"free_di"}, {"role": "assistant", "content": " Syntax Analysis:\n\n Syntax Errors Found:\n \u2022 Unterminated string literal at line 83\n \u2022 Unclosed '[' at line 83 - expected ']'\n \u2022 Unterminated string literal at line 83\n\n Fixes:\n \u2022 Add closing quote at line 83\n \u2022 Add closing ']' bracket\n \u2022 Add closing quote to string literal"}]
| true
|
syntax
|
MID_STRING
|
CRITICAL
|
91a0653094ec563d20865f6d3bbca729f2752582
|
TheStack--python--000.parquet
|
Suggest refactoring for this Pythoncode:Python code: # -------------- # Importing header files import numpy as np import warnings warnings.filterwarnings('ignore') new_record=[[50, 9, 4, 1, 0, 0, 40, 0]] #New record #Reading file data = np.genfromtxt(path, delimiter=",", skip_header=1) data.shape cenus=np.concatenate((new_record,data),axis=0) cenus.shape print(cenus) age=cenus[:,0] max_age=age.max() print(max_age) min_age=age.min() mean_age=np.mean(age) age_std=np.std(age) race=cenus[:,2] print(race) race_0=(race==0) len_0=len(race[race_0]) print(len_0) race_1=(race==1) len_1=len(race[race_1]) race_2=(race==2) race_3=(race==3) race_4=(race==4) len_2=len(race[race_2]) len_3=len(race[race_3]) len_4=len(race[race_4]) minority_race=3 print(minority_race) senior_citizen=(age>60) working_hour_sum=sum(cenus[:,6][senior_citizen]) print(working_hour_sum) senior_citizen_len=len(age[senior_citizen]) avg_working_hours=working_hour_sum/senior_citizen_len avg_working_hours=round(avg_working_hours,2) education_num=cenus[:,1] print(education_num) high=education_num>10 #high=education_num[high] print(high) low=education_num<=10 #low=education_num[low] print(low) INCOME=cenus[:,7][high] print(INCOME) print(np.mean(INCOME)) avg_pay_high=round(np.mean(INCOME),2) print(avg_pay_high) LOW_AVG=cenus[:,7][low] avg_pay_low=round(np.mean(LOW_AVG),2) print(avg_pay_low) #Code starts here
|
Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
|
intermediate
|
data_processing
|
refactoring
|
Pythoncode:Python
| 0
| 0
| 1,410
| true
|
[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\n# --------------\n# Importing header files\r\nimport numpy as np\r\nimport warnings\r\n\r\nwarnings.filterwarnings('ignore')\r\nnew_record=[[50, 9, 4, 1, 0, 0, 40, 0]]\r\n#New record\r\n\r\n\r\n#Reading file\r\ndata = np.genfromtxt(path, delimiter=\",\", skip_header=1)\r\ndata.shape\r\ncenus=np.concatenate((new_record,data),axis=0)\r\ncenus.shape\r\nprint(cenus)\r\nage=cenus[:,0]\r\nmax_age=age.max()\r\nprint(max_age)\r\nmin_age=age.min()\r\nmean_age=np.mean(age)\r\nage_std=np.std(age)\r\nrace=cenus[:,2]\r\nprint(race)\r\nrace_0=(race==0)\r\nlen_0=len(race[race_0])\r\nprint(len_0)\r\nrace_1=(race==1)\r\nlen_1=len(race[race_1])\r\nrace_2=(race==2)\r\nrace_3=(race==3)\r\nrace_4=(race==4)\r\nlen_2=len(race[race_2])\r\nlen_3=len(race[race_3])\r\nlen_4=len(race[race_4])\r\nminority_race=3\r\nprint(minority_race)\r\n\r\nsenior_citizen=(age>60)\r\nworking_hour_sum=sum(cenus[:,6][senior_citizen])\r\nprint(working_hour_sum)\r\nsenior_citizen_len=len(age[senior_citizen])\r\navg_working_hours=working_hour_sum/senior_citizen_len\r\navg_working_hours=round(avg_working_hours,2)\r\n\r\neducation_num=cenus[:,1]\r\nprint(education_num)\r\nhigh=education_num>10\r\n#high=education_num[high]\r\nprint(high)\r\nlow=education_num<=10\r\n#low=education_num[low]\r\nprint(low)\r\nINCOME=cenus[:,7][high]\r\nprint(INCOME)\r\nprint(np.mean(INCOME))\r\navg_pay_high=round(np.mean(INCOME),2)\r\nprint(avg_pay_high)\r\nLOW_AVG=cenus[:,7][low]\r\navg_pay_low=round(np.mean(LOW_AVG),2)\r\nprint(avg_pay_low)\r\n\r\n\r\n#Code starts here"}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
91a63511fb79b5745ac6428aee3eedeaa5046fe6
|
TheStack--python--000.parquet
|
Find the logical error in this Pythoncode:Python code: #! /usr/bin/env python # # Presents the results of an Autobahn TestSuite run in TAP format. # # Copyright 2015 Jacob Champion # # 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 distutils.version import StrictVersion import json import os.path import sys import textwrap import yamlish def filter_report(report): """Filters a test report dict down to only the interesting keys.""" INTERESTING_KEYS = [ 'behavior', 'behaviorClose', 'expected', 'received', 'expectedClose', 'remoteCloseCode' ] return { key: report[key + 1] for key in INTERESTING_KEYS } ... [1 more functiondefs truncated] ...
|
Logical Error Analysis: Error Type: OFF_BY_ONE Issue: Index or range is off by one Severity: MEDIUM Location: Line 39 Buggy code: return { key: report[key + 1] for key in INTERESTING_KEYS } Should be: return { key: report[key] for key in INTERESTING_KEYS } Explanation: Classic off-by-one error - will cause wrong iteration or index access Fix: Check loop bounds and array indices carefully
|
intermediate
|
testing
|
logical_errors
|
Pythoncode:Python
| 1
| 0
| 1,169
| true
|
[{"role": "user", "content": "Find the logical error in this Pythoncode:Python code:\n#! /usr/bin/env python\n#\n# Presents the results of an Autobahn TestSuite run in TAP format.\n#\n# Copyright 2015 Jacob Champion\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\nfrom distutils.version import StrictVersion\nimport json\nimport os.path\nimport sys\nimport textwrap\nimport yamlish\n\ndef filter_report(report):\n \"\"\"Filters a test report dict down to only the interesting keys.\"\"\"\n\n INTERESTING_KEYS = [\n 'behavior',\n 'behaviorClose',\n 'expected',\n 'received',\n 'expectedClose',\n 'remoteCloseCode'\n ]\n\n return { key: report[key + 1] for key in INTERESTING_KEYS }\n\n\n ... [1 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Logical Error Analysis:\n\n Error Type: OFF_BY_ONE\n Issue: Index or range is off by one\n Severity: MEDIUM\n\n Location: Line 39\n\n Buggy code:\n return { key: report[key + 1] for key in INTERESTING_KEYS }\n\n Should be:\n return { key: report[key] for key in INTERESTING_KEYS }\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
|
91a824d6a95f0e9a4a572ff289971a58109b3c3c
|
TheStack--python--000.parquet
|
Fix this broken Pythoncode:Python code: # -*- coding: utf-8 -*- from __future__ import unicode_literals from django.db import migrations, models class Migration(migrations.Migration): dependencies = [ ('scls', '0003_other_repos'), ] operations = [ migrations.AlterField( model_name='otherrepo', name='arch', field=models.CharField(default='', blank=True, verbose_name='Architecture', max_length=20), ), migrations.AlterField( model_name='otherrepo', name='command', Error: SyntaxError / EOF
|
Fixed Code: # -*- coding: utf-8 -*- from __future__ import unicode_literals from django.db import migrations, models class Migration(migrations.Migration): dependencies = [ ('scls', '0003_other_repos'), ] operations = [ migrations.AlterField( model_name='otherrepo', name='arch', field=models.CharField(default='', blank=True, verbose_name='Architecture', max_length=20), ), migrations.AlterField( model_name='otherrepo', Explanation: Complete the truncated code structure
|
advanced
|
machine_learning
|
error_fixing
|
Pythoncode:Python
| 0
| 1
| 534
| true
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\n# -*- coding: utf-8 -*-\nfrom __future__ import unicode_literals\n\nfrom django.db import migrations, models\n\n\nclass Migration(migrations.Migration):\n\n dependencies = [\n ('scls', '0003_other_repos'),\n ]\n\n operations = [\n migrations.AlterField(\n model_name='otherrepo',\n name='arch',\n field=models.CharField(default='', blank=True, verbose_name='Architecture', max_length=20),\n ),\n migrations.AlterField(\n model_name='otherrepo',\n name='command',\n\n Error: SyntaxError / EOF"}, {"role": "assistant", "content": " Fixed Code:\n\n\n# -*- coding: utf-8 -*-\nfrom __future__ import unicode_literals\n\nfrom django.db import migrations, models\n\n\nclass Migration(migrations.Migration):\n\n dependencies = [\n ('scls', '0003_other_repos'),\n ]\n\n operations = [\n migrations.AlterField(\n model_name='otherrepo',\n name='arch',\n field=models.CharField(default='', blank=True, verbose_name='Architecture', max_length=20),\n ),\n migrations.AlterField(\n model_name='otherrepo',\n\n Explanation: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
91a977f44ca6b26789c3c66246a46fa0280ee2a7
|
TheStack--python--000.parquet
|
Review this Pythoncode:Python code: import openpyxl wb = openpyxl.load_workbook('example.xlsx') sheet = wb.get_sheet_by_name('Sheet1') rows = sheet.get_highest_row() cols = sheet.get_highest_column() for i in range(1, rows + 1): for j in range(1, cols + 1): print('%s: %s' % (sheet.cell(row=i, column=j).coordinate, sheet.cell(row=i, column=j).value)) print('---------------------------------------------')
|
Code Review: ⚠️ Code quality: Unexpected indentation at line 2 Unexpected indentation at line 10 Unexpected indentation at line 11 ✨ Improvements: Remove debug print() at line 9 before production Remove debug print() at line 10 before production
|
intermediate
|
general
|
code_review
|
Pythoncode:Python
| 0
| 0
| 389
| true
|
[{"role": "user", "content": "Review this Pythoncode:Python code:\nimport openpyxl\r\n\r\nwb = openpyxl.load_workbook('example.xlsx')\r\nsheet = wb.get_sheet_by_name('Sheet1')\r\nrows = sheet.get_highest_row()\r\ncols = sheet.get_highest_column()\r\nfor i in range(1, rows + 1):\r\n\tfor j in range(1, cols + 1):\r\n\t\tprint('%s: %s' % (sheet.cell(row=i, column=j).coordinate, sheet.cell(row=i, column=j).value))\r\n\tprint('---------------------------------------------')"}, {"role": "assistant", "content": " Code Review:\n\n\n\u26a0\ufe0f Code quality:\n Unexpected indentation at line 2\n Unexpected indentation at line 10\n Unexpected indentation at line 11\n\n\u2728 Improvements:\n Remove debug print() at line 9 before production\n Remove debug print() at line 10 before production"}]
| false
| null | null | null |
91aa65150dc0f4a17f1e9ed16821f5753cc86fa6
|
TheStack--python--000.parquet
|
Debug this Pythoncode:Python code: # Generated by Django 3.1.13 on 2021-10-04 11:44 from django.db import migrations, models import django.db.models.deletion class Migration(migrations.Migration): dependencies = [ ("iaso", "0107_auto_20211001_1845"), ("polio", "0028_remove_campaign_budget_first_draft_submitted_at"), ] operations = [ migrations.AddField( model_name="campaign", name="country", field=models.ForeignKey( blank=True, help_text="Country for campaign, set automatically from initial_org_unit", null=True, on_delete=django.db.models.deletion.SET_NULL, related_name="campaigns_country", to="iaso.orgunit", ), ), ]
|
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 12 Unexpected indentation at line 15 💡 Suggestions: Add docstring to class 'Migration'
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advanced
|
machine_learning
|
debugging
|
Pythoncode:Python
| 0
| 1
| 787
| true
|
[{"role": "user", "content": "Debug this Pythoncode:Python code:\n# Generated by Django 3.1.13 on 2021-10-04 11:44\n\nfrom django.db import migrations, models\nimport django.db.models.deletion\n\n\nclass Migration(migrations.Migration):\n\n dependencies = [\n (\"iaso\", \"0107_auto_20211001_1845\"),\n (\"polio\", \"0028_remove_campaign_budget_first_draft_submitted_at\"),\n ]\n\n operations = [\n migrations.AddField(\n model_name=\"campaign\",\n name=\"country\",\n field=models.ForeignKey(\n blank=True,\n help_text=\"Country for campaign, set automatically from initial_org_unit\",\n null=True,\n on_delete=django.db.models.deletion.SET_NULL,\n related_name=\"campaigns_country\",\n to=\"iaso.orgunit\",\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 12\n Unexpected indentation at line 15\n\n\ud83d\udca1 Suggestions:\n Add docstring to class 'Migration'"}]
| false
| null | null | null |
91ab6aa12f229c7b9ddab5414461949479dfe028
|
TheStack--python--000.parquet
|
Fix this broken Pythoncode:Python code: #import external libraries used in code import requests, json import pycountry def findCurrency(): #Finds all avaliable currencies allCurrency = (list(pycountry.currencies)) for x in allCurrency: y = str(x) y = y[18:21] #Adds the value of their ISO to the "currencies" list currencies.append(y) #Organizes all values in "currency" list currecyDisplay = '' inline = 0 for cs in currencies: currecyDisplay += cs + ' | ' inline += 1 #Allows up to 26 ISOs to be in one line if inline >= 26: currecyDisplay += '\n ' inline = 0 #Displays all currency ISOs to user print('Avaliable Currencies:\n',currecyDisplay) def help(): #Ask user if they need help questions = input('Type ? for help or Enter to continue: ') #If user inputs "?" run help procedure if questions == '?': #Display information order print('--------\nCurrency Exchange Help\nISO currency codes are three-letter alphabetic codes that represent the various currencies\n\nCurrency ISO:\nCurrency Name:\n--------') #Obtains information of all currencies allCurrency = (list(pycountry.currencies)) #For each currency obtain the ISO and the name of currency #Display ISO and Data for x in allCurrency: y = str(x) w = y[18:21] n = int(y.index(',', y.index(',') + 1)) Error: SyntaxError / EOF
|
Fixed Code: #import external libraries used in code import requests, json import pycountry def findCurrency(): #Finds all avaliable currencies allCurrency = (list(pycountry.currencies)) for x in allCurrency: y = str(x) y = y[18:21] #Adds the value of their ISO to the "currencies" list currencies.append(y) #Organizes all values in "currency" list currecyDisplay = '' inline = 0 for cs in currencies: currecyDisplay += cs + ' | ' inline += 1 #Allows up to 26 ISOs to be in one line if inline >= 26: Explanation: Complete the truncated code structure
|
intermediate
|
api
|
error_fixing
|
Pythoncode:Python
| 3
| 0
| 1,549
| true
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\n#import external libraries used in code\r\nimport requests, json\r\nimport pycountry\r\n\r\ndef findCurrency():\r\n #Finds all avaliable currencies\r\n allCurrency = (list(pycountry.currencies))\r\n for x in allCurrency:\r\n y = str(x)\r\n y = y[18:21]\r\n #Adds the value of their ISO to the \"currencies\" list\r\n currencies.append(y)\r\n #Organizes all values in \"currency\" list\r\n currecyDisplay = ''\r\n inline = 0\r\n for cs in currencies:\r\n currecyDisplay += cs + ' | '\r\n inline += 1\r\n #Allows up to 26 ISOs to be in one line\r\n if inline >= 26:\r\n currecyDisplay += '\\n '\r\n inline = 0\r\n #Displays all currency ISOs to user\r\n print('Avaliable Currencies:\\n',currecyDisplay)\r\n\r\ndef help():\r\n #Ask user if they need help\r\n questions = input('Type ? for help or Enter to continue: ')\r\n #If user inputs \"?\" run help procedure\r\n if questions == '?':\r\n #Display information order\r\n print('--------\\nCurrency Exchange Help\\nISO currency codes are three-letter alphabetic codes that represent the various currencies\\n\\nCurrency ISO:\\nCurrency Name:\\n--------')\r\n #Obtains information of all currencies\r\n allCurrency = (list(pycountry.currencies))\r\n #For each currency obtain the ISO and the name of currency\r\n #Display ISO and Data\r\n for x in allCurrency:\r\n y = str(x)\r\n w = y[18:21]\r\n n = int(y.index(',', y.index(',') + 1))\r\n \n\n Error: SyntaxError / EOF"}, {"role": "assistant", "content": " Fixed Code:\n\n\n#import external libraries used in code\r\nimport requests, json\r\nimport pycountry\r\n\r\ndef findCurrency():\r\n #Finds all avaliable currencies\r\n allCurrency = (list(pycountry.currencies))\r\n for x in allCurrency:\r\n y = str(x)\r\n y = y[18:21]\r\n #Adds the value of their ISO to the \"currencies\" list\r\n currencies.append(y)\r\n #Organizes all values in \"currency\" list\r\n currecyDisplay = ''\r\n inline = 0\r\n for cs in currencies:\r\n currecyDisplay += cs + ' | '\r\n inline += 1\r\n #Allows up to 26 ISOs to be in one line\r\n if inline >= 26:\r\n\n Explanation: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
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CRITICAL
|
91ac9d140e7247cc524f64941c877611ed2cbd70
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TheStack--python--000.parquet
|
Repair the syntax errors in this Pythoncode:Python code: r, c, m = map(int, input().split()) n = int(input()) op = [list(map(lambda x: int(x) - 1, input().split())) for _ in range(n)] board = [[0 for _ in range(c)] for _ in range(r)] for ra, rb, ca, cb in op: for j in range(ra, rb + 1): for k in range(ca, cb + 1): board[j][k] += 1 cnt = 0 for i in range(r): for j in range(c): board[i][j] %= 4 if board[i][j] == 0: cnt += 1
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Syntax Analysis:
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intermediate
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general
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syntax_repair
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Pythoncode:Python
| 0
| 0
| 426
| false
|
[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\nr, c, m = map(int, input().split())\nn = int(input())\nop = [list(map(lambda x: int(x) - 1, input().split())) for _ in range(n)]\nboard = [[0 for _ in range(c)] for _ in range(r)]\n\nfor ra, rb, ca, cb in op:\n for j in range(ra, rb + 1):\n for k in range(ca, cb + 1):\n board[j][k] += 1\ncnt = 0\nfor i in range(r):\n for j in range(c):\n board[i][j] %= 4\n if board[i][j] == 0:\n cnt += 1"}, {"role": "assistant", "content": " Syntax Analysis:"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
91ad7c273462430b62373174e1161a8ff1416f63
|
TheStack--python--000.parquet
|
Complete this incomplete Pythoncode:Python code: # Copyright (C) 2018 Alexandre Morlet, Henrique Pereira Coutada Miranda # All rights reserved. # # This file is part of yambopy # from __future__ import print_function from builtin ... code continues ...
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Completion: Missing: Code truncated abruptly - unexpected end of file To complete: • Complete the truncated code structure Example continuation: from yambopy import * from qepy import * import json import matplotlib.pyplot as plt import numpy as np
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intermediate
|
ui
|
incomplete_code
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Pythoncode:Python
| 0
| 0
| 180
| true
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\n# Copyright (C) 2018 Alexandre Morlet, Henrique Pereira Coutada Miranda\n# All rights reserved.\n#\n# This file is part of yambopy\n#\nfrom __future__ import print_function\nfrom builtin\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:\nfrom yambopy import *\nfrom qepy import *\nimport json\nimport matplotlib.pyplot as plt\nimport numpy as np"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
91ad8a5fd94219e90c24839542dbfefd0cc9fc70
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TheStack--python--000.parquet
|
Review this Pythoncode:Python code: from module import XMPPModule import halutils import pyfatafl class Game(): self.players = [] self.xmpp = None self.b = None self.turn = "" self.mod = None def __init__(self, mod, p1, p2): self.players = [p1, p2] self.mod = mod self.xmpp = mod.xmpp self.xmpp.sendMsg(p2, "You have been challenged to play Hnefatafl by {}, reply with '!hnefatafl accept' to begin!".format(p1)) def begin(): # Send initial board state self.b = hnefatafl.Board() self.turn = False # For now, make the challenger be first self._sendBoard() def _sendBoard(self) for i in players: self.xmpp.sendMsg(i, self.b.getPtBoard() + "\n\n" + "It is '{}''s ({}) turn".format(self.players[self.turn]), "white" if self.turn else "black") def msg(player, string): if player != self.players[self.turn]: self.xmpp.sendMsg(player, "Sorry, it is not your turn!") m = hnefatafl.Move() string = "{} {}".format("w" if self.turn else "b", string) try: m.parse(string, self.b) except: self.xmpp.sendMsg(player, "Invalid move format, see !help hnefatafl") try: self.b.move(m) self._sendBoard() except Exception as e: # TODO: Have been errors self.xmpp.sendMsg(player, str(e)) if self.over: for i in self.players: self.xmpp.sendMsg(i, "Game over! {} wins!".format(self.b.over)) del self.mod.sessions[i] # Commented to avoid loading before its ready class Hnefatafl(XMPPModule): sessions = {} def recvMsg(self, msg): cmd, args = halutils.splitArgList(msg) if cmd == "!hnefatafl": if args[0] == "challenge": if len(args) != 2: self.xmpp.reply(msg, "Need to the JID of a target") return elif arg[1] == msg['body'].bare: self.xmpp.reply(msg, "You can't challenge yourself...") # TODO: Validate JID here g = Game(self, msg['from'].bare, args[1]) self.sessions[msg['from']].bare = g self.sessions[args[1]] = g self.xmpp.reply(msg, "Challenge sent!") elif args[0] == "accept": if msg['from'].bare not in self.sessions: self.xmpp.reply(msg, "You have not been challenged!") return self.sessions[msg['from'].bare].begin() elif args[0] == "surrender": if msg['from'].bare not in self.sessions: self.xmpp.reply(msg, "You aren't currently in a session") return for p in [p for p in self.sessions[msg['from'].bare].players]: del self.sessions[p] elif msg['from'].bare in sessions: self.sessions[msg['from'].bare].msg(msg['from'].bare, msg['body']) def help(self, string): if string in ["!hnefatafl", "hnefatafl"]: return ''' usage: !hnefatafl <command> [arg] Commands: challenge <jid> - Send a challenge to JID accept - Accept a challenge from JID, and begin game surrender - Surrender the game ''' return ''' Hnefatafl by XMPP! Play a game against someone through this bot. Features: !hnefatafl - Command to challenge, accept, and surrender games Note: This module will ignore any MUC messages, or other indirect messages An ... [code truncated] ...
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Code Review: ❌ Critical issues: Code truncated in middle of expression - unexpected EOF Unterminated string literal at line 26 SyntaxError: unterminated triple-quoted string literal (detected at line 104) at line 96 ⚠️ Code quality: Unexpected indentation at line 7 Unexpected indentation at line 8 Unexpected indentation at line 9 Unexpected indentation at line 10 Unexpected indentation at line 14 Unexpected indentation at line 15 Unexpected indentation at line 16 Unexpected indentation at line 20 Unexpected indentation at line 21 Unexpected indentation at line 22 Unexpected indentation at line 25 Unexpected indentation at line 27 Unexpected indentation at line 31 Unexpected indentation at line 32 Unexpected indentation at line 33 Unexpected indentation at line 35 Unexpected indentation at line 40 Unexpected indentation at line 41 Unexpected indentation at line 42 Unexpected indentation at line 43 Unexpected indentation at line 46 Unexpected indentation at line 47 Unexpected indentation at line 56 Unexpected indentation at line 60 Unexpected indentation at line 61 Unexpected indentation at line 64 Unexpected indentation at line 65 Unexpected indentation at line 66 Unexpected indentation at line 67 Unexpected indentation at line 68 Unexpected indentation at line 69 Unexpected indentation at line 72 Unexpected indentation at line 73 Unexpected indentation at line 78 Unexpected indentation at line 79 Unexpected indentation at line 92 Unexpected indentation at line 93 Unexpected indentation at line 98 ✨ Improvements: Complete the expression on the last line Add closing quote at line 26 Review code syntax
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advanced
|
database
|
code_review
|
Pythoncode:Python
| 6
| 2
| 3,033
| true
|
[{"role": "user", "content": "Review this Pythoncode:Python code:\nfrom module import XMPPModule\nimport halutils\nimport pyfatafl\n\nclass Game():\n\tself.players = []\n\tself.xmpp = None\n\tself.b = None\n\tself.turn = \"\"\n\tself.mod = None\n\n\tdef __init__(self, mod, p1, p2):\n\t\tself.players = [p1, p2]\n\t\tself.mod = mod\n\t\tself.xmpp = mod.xmpp\n\t\tself.xmpp.sendMsg(p2, \"You have been challenged to play Hnefatafl by {}, reply with '!hnefatafl accept' to begin!\".format(p1))\n\n\tdef begin():\n\t\t# Send initial board state\n\t\tself.b = hnefatafl.Board()\n\t\tself.turn = False # For now, make the challenger be first\n\t\tself._sendBoard()\n\n\tdef _sendBoard(self)\n\t\tfor i in players:\n\t\t\tself.xmpp.sendMsg(i, self.b.getPtBoard() + \"\\n\\n\" + \"It is '{}''s ({}) turn\".format(self.players[self.turn]), \"white\" if self.turn else \"black\")\n\t\t\n\tdef msg(player, string):\n\t\tif player != self.players[self.turn]:\n\t\t\tself.xmpp.sendMsg(player, \"Sorry, it is not your turn!\")\n\t\tm = hnefatafl.Move()\n\t\tstring = \"{} {}\".format(\"w\" if self.turn else \"b\", string)\n\t\ttry:\n\t\t\tm.parse(string, self.b)\n\t\texcept:\n\t\t\tself.xmpp.sendMsg(player, \"Invalid move format, see !help hnefatafl\")\n\n\t\ttry:\n\t\t\tself.b.move(m)\n\t\t\tself._sendBoard()\n\t\texcept Exception as e: # TODO: Have been errors\n\t\t\tself.xmpp.sendMsg(player, str(e))\n\t\tif self.over:\n\t\t\tfor i in self.players:\n\t\t\t\tself.xmpp.sendMsg(i, \"Game over! {} wins!\".format(self.b.over))\n\t\t\t\tdel self.mod.sessions[i]\n\t\t\n\n\n# Commented to avoid loading before its ready\nclass Hnefatafl(XMPPModule):\n\tsessions = {}\n\n\tdef recvMsg(self, msg):\n\t\tcmd, args = halutils.splitArgList(msg)\n\t\tif cmd == \"!hnefatafl\":\n\t\t\tif args[0] == \"challenge\":\n\t\t\t\tif len(args) != 2:\n\t\t\t\t\tself.xmpp.reply(msg, \"Need to the JID of a target\")\n\t\t\t\t\treturn\n\t\t\t\telif arg[1] == msg['body'].bare:\n\t\t\t\t\n\t\t\t\t\tself.xmpp.reply(msg, \"You can't challenge yourself...\")\n\t\t\t\t# TODO: Validate JID here\n\t\t\t\tg = Game(self, msg['from'].bare, args[1])\n\t\t\t\tself.sessions[msg['from']].bare = g\n\t\t\t\tself.sessions[args[1]] = g\n\t\t\t\tself.xmpp.reply(msg, \"Challenge sent!\")\n\t\t\telif args[0] == \"accept\":\n\t\t\t\tif msg['from'].bare not in self.sessions:\n\t\t\t\t\tself.xmpp.reply(msg, \"You have not been challenged!\")\n\t\t\t\t\treturn\n\t\t\t\tself.sessions[msg['from'].bare].begin()\n\n\t\t\telif args[0] == \"surrender\":\n\t\t\t\tif msg['from'].bare not in self.sessions:\n\t\t\t\t\tself.xmpp.reply(msg, \"You aren't currently in a session\")\n\t\t\t\t\treturn\n\t\t\t\tfor p in [p for p in self.sessions[msg['from'].bare].players]:\n\t\t\t\t\tdel self.sessions[p]\n\n\t\telif msg['from'].bare in sessions:\n\t\t\tself.sessions[msg['from'].bare].msg(msg['from'].bare, msg['body'])\n\n\tdef help(self, string):\n\t\tif string in [\"!hnefatafl\", \"hnefatafl\"]:\n\t\t\treturn '''\nusage: !hnefatafl <command> [arg]\n\nCommands:\n challenge <jid> - Send a challenge to JID\n accept - Accept a challenge from JID, and begin game\n surrender - Surrender the game\n'''\n\n\t\treturn '''\nHnefatafl by XMPP! Play a game against someone through this bot.\n Features:\n !hnefatafl - Command to challenge, accept, and surrender games\n\nNote: This module will ignore any MUC messages, or other indirect messages\nAn\n\n ... [code truncated] ..."}, {"role": "assistant", "content": " Code Review:\n\n\n\u274c Critical issues:\n Code truncated in middle of expression - unexpected EOF\n Unterminated string literal at line 26\n SyntaxError: unterminated triple-quoted string literal (detected at line 104) at line 96\n\n\u26a0\ufe0f Code quality:\n Unexpected indentation at line 7\n Unexpected indentation at line 8\n Unexpected indentation at line 9\n Unexpected indentation at line 10\n Unexpected indentation at line 14\n Unexpected indentation at line 15\n Unexpected indentation at line 16\n Unexpected indentation at line 20\n Unexpected indentation at line 21\n Unexpected indentation at line 22\n Unexpected indentation at line 25\n Unexpected indentation at line 27\n Unexpected indentation at line 31\n Unexpected indentation at line 32\n Unexpected indentation at line 33\n Unexpected indentation at line 35\n Unexpected indentation at line 40\n Unexpected indentation at line 41\n Unexpected indentation at line 42\n Unexpected indentation at line 43\n Unexpected indentation at line 46\n Unexpected indentation at line 47\n Unexpected indentation at line 56\n Unexpected indentation at line 60\n Unexpected indentation at line 61\n Unexpected indentation at line 64\n Unexpected indentation at line 65\n Unexpected indentation at line 66\n Unexpected indentation at line 67\n Unexpected indentation at line 68\n Unexpected indentation at line 69\n Unexpected indentation at line 72\n Unexpected indentation at line 73\n Unexpected indentation at line 78\n Unexpected indentation at line 79\n Unexpected indentation at line 92\n Unexpected indentation at line 93\n Unexpected indentation at line 98\n\n\u2728 Improvements:\n Complete the expression on the last line\n Add closing quote at line 26\n Review code syntax"}]
| false
| null | null | null |
91ae1121ab522c5ec74869736cdca27ee08ca053
|
TheStack--python--000.parquet
|
Complete this Pythoncode:Python code: from typing import cast, Optional from datetime import datetime, tzinfo, timedelta from zonedbpy import zone_infos from zone_processor.zone_specifier import ZoneSpecifier from zone_processor.inline_zone_info import ZoneInfo __version__ = '1.1' class acetz(tzinfo): """An implementation of datetime.tzinfo using the ZoneSpecifier class from AceTime/tools. """ def __init__(self, zone_info: ZoneInfo): self.zone_info = zone_info self.zs = ZoneSpecifier(zone_info, use_python_transition=True) def utcoffset(self, dt: Optional[datetime]) -> timedelta: assert dt self.zs.init_for_year(dt.year) offset_info = self.zs.get_timezone_info_for_datetime(dt) if not offset_info: raise Exception( f'Unknown timezone info for ' f'{dt.year:04}-{dt.month:02}-{dt.day:02} ' f'{dt.hour:02}:{dt.minute:02}:{dt.second:02}' ) return timedelta(seconds=offset_info.total_offset) def dst(self, dt: Optional[datetime]) -> timedelta: assert dt self.zs.init_for_year(dt.year) offset_info = self.zs.get_timezone_info_for_datetime(dt) if not offset_info: raise Exception( f'Unknown timezone info for ' f'{dt.year:04}-{dt.month:02}-{dt.day:02} '
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f'{dt.hour:02}:{dt.minute:02}:{dt.second:02}' ) return timedelta(seconds=offset_info.dst_offset) def tzname(self, dt: Optional[datetime]) -> str: assert dt self.zs.init_for_year(dt.year) offset_info = self.zs.get_timezone_info_for_datetime(dt) if not offset_info: raise Exception( f'Unknown timezone info for ' f'{dt.year:04}-{dt.month:02}-{dt.day:02} ' f'{dt.hour:02}:{dt.minute:02}:{dt.second:02}' ) return offset_info.abbrev def zone_specifier(self) -> ZoneSpecifier: return self.zs def gettz(zone_name: str) -> acetz: zone_info = cast(ZoneInfo, zone_infos.ZONE_INFO_MAP.get(zone_name)) if not zone_info: raise Exception(f"Zone '{zone_name}' not found") return acetz(zone_info)
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advanced
|
testing
|
code_completion
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Pythoncode:Python
| 6
| 1
| 2,218
| true
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\nfrom typing import cast, Optional\nfrom datetime import datetime, tzinfo, timedelta\nfrom zonedbpy import zone_infos\nfrom zone_processor.zone_specifier import ZoneSpecifier\nfrom zone_processor.inline_zone_info import ZoneInfo\n\n__version__ = '1.1'\n\n\nclass acetz(tzinfo):\n \"\"\"An implementation of datetime.tzinfo using the ZoneSpecifier class\n from AceTime/tools.\n \"\"\"\n\n def __init__(self, zone_info: ZoneInfo):\n self.zone_info = zone_info\n self.zs = ZoneSpecifier(zone_info, use_python_transition=True)\n\n def utcoffset(self, dt: Optional[datetime]) -> timedelta:\n assert dt\n self.zs.init_for_year(dt.year)\n offset_info = self.zs.get_timezone_info_for_datetime(dt)\n if not offset_info:\n raise Exception(\n f'Unknown timezone info for '\n f'{dt.year:04}-{dt.month:02}-{dt.day:02} '\n f'{dt.hour:02}:{dt.minute:02}:{dt.second:02}'\n )\n return timedelta(seconds=offset_info.total_offset)\n\n def dst(self, dt: Optional[datetime]) -> timedelta:\n assert dt\n self.zs.init_for_year(dt.year)\n offset_info = self.zs.get_timezone_info_for_datetime(dt)\n if not offset_info:\n raise Exception(\n f'Unknown timezone info for '\n f'{dt.year:04}-{dt.month:02}-{dt.day:02} '"}, {"role": "assistant", "content": "\n f'{dt.hour:02}:{dt.minute:02}:{dt.second:02}'\n )\n return timedelta(seconds=offset_info.dst_offset)\n\n def tzname(self, dt: Optional[datetime]) -> str:\n assert dt\n self.zs.init_for_year(dt.year)\n offset_info = self.zs.get_timezone_info_for_datetime(dt)\n if not offset_info:\n raise Exception(\n f'Unknown timezone info for '\n f'{dt.year:04}-{dt.month:02}-{dt.day:02} '\n f'{dt.hour:02}:{dt.minute:02}:{dt.second:02}'\n )\n return offset_info.abbrev\n\n def zone_specifier(self) -> ZoneSpecifier:\n return self.zs\n\n\ndef gettz(zone_name: str) -> acetz:\n zone_info = cast(ZoneInfo, zone_infos.ZONE_INFO_MAP.get(zone_name))\n if not zone_info:\n raise Exception(f\"Zone '{zone_name}' not found\")\n return acetz(zone_info)"}]
| false
| null | null | null |
91aeb848169969b77dd6c9be3484be7a02c40a1b
|
TheStack--python--000.parquet
|
Explain this Pythoncode:Python code: from part1 import (
|
This code demonstrates Pythoncode:Python programming.
|
beginner
|
general
|
code_explanation
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Pythoncode:Python
| 0
| 0
| 19
| true
|
[{"role": "user", "content": "Explain this Pythoncode:Python code:\nfrom part1 import ("}, {"role": "assistant", "content": " This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
91b2c92f668693110e6ccdfb6fa82e177d314e5d
|
TheStack--python--000.parquet
|
Review this Pythoncode:Python code: # coding=utf-8 # Copyright 2019 The HuggingFace Inc. team. # Copyright (c) 2019 The HuggingFace Inc. All rights reserved. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, software # distributed under the License is distributed on an "AS IS" BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. def set_seed(args): random.seed(args.seed) np.random.seed(args.seed) torch.manual_seed(args.seed) # ------------ # Load dataset # ------------ def load_and_cache_examples(args, tokenizer, prefix="train"): dataset = ChemistryDataset(tokenizer, prefix=prefix, data_dir=args.data_dir) return dataset ... [10 more functiondefs truncated] ...
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Code Review: ❌ Critical issues: Code truncated in middle of expression - unexpected EOF Invalid syntax at line 33: ... [10 more functiondefs truncated] ... ⚠️ Code quality: Unexpected indentation at line 18 Unexpected indentation at line 19 Unexpected indentation at line 29 ✨ Improvements: Complete the expression on the last line Review syntax near the error location
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intermediate
|
api
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code_review
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Pythoncode:Python
| 2
| 0
| 1,040
| false
|
[{"role": "user", "content": "Review this Pythoncode:Python code:\n# coding=utf-8\n# Copyright 2019 The HuggingFace Inc. team.\n# Copyright (c) 2019 The HuggingFace 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.\ndef set_seed(args):\n random.seed(args.seed)\n np.random.seed(args.seed)\n torch.manual_seed(args.seed)\n\n\n# ------------\n# Load dataset\n# ------------\n\n\ndef load_and_cache_examples(args, tokenizer, prefix=\"train\"):\n dataset = ChemistryDataset(tokenizer, prefix=prefix, data_dir=args.data_dir)\n return dataset\n\n\n\n ... [10 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 33: ... [10 more functiondefs truncated] ...\n\n\n\u26a0\ufe0f Code quality:\n Unexpected indentation at line 18\n Unexpected indentation at line 19\n Unexpected indentation at line 29\n\n\u2728 Improvements:\n Complete the expression on the last line\n Review syntax near the error location"}]
| false
| null | null | null |
91b37c8672721c9195859e7e71caa5db1a857b4d
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TheStack--python--000.parquet
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Fill in the in this Pythoncode:Python code: from django.contrib.gis.gdal import DataSource from django.contrib.gis.utils import LayerMapping from django.core.management.base import BaseCommand from envergo.geodata.models import Zone class Command(BaseCommand): help = "Importe des zones à partir de shapefiles." def add_arguments(self, parser): # Complete this line def handle(self, *args, **options): shapefile = options["shapefile"] ds = DataSource(shapefile) mapping = {"code": "CODEZONE", "polygon": "POLYGON"} lm = LayerMapping(Zone, ds, mapping) self.stdout.write(self.style.SUCCESS("Importing")) lm.save(verbose=True)
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The missing line is: parser.add_argument("shapefile", type=str)
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advanced
|
machine_learning
|
fill_in_the_blank
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Pythoncode:Python
| 2
| 1
| 676
| true
|
[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\nfrom django.contrib.gis.gdal import DataSource\nfrom django.contrib.gis.utils import LayerMapping\nfrom django.core.management.base import BaseCommand\n\nfrom envergo.geodata.models import Zone\n\n\nclass Command(BaseCommand):\n help = \"Importe des zones \u00e0 partir de shapefiles.\"\n\n def add_arguments(self, parser):\n # Complete this line\n\n def handle(self, *args, **options):\n shapefile = options[\"shapefile\"]\n ds = DataSource(shapefile)\n mapping = {\"code\": \"CODEZONE\", \"polygon\": \"POLYGON\"}\n lm = LayerMapping(Zone, ds, mapping)\n self.stdout.write(self.style.SUCCESS(\"Importing\"))\n lm.save(verbose=True)"}, {"role": "assistant", "content": "The missing line is:\n parser.add_argument(\"shapefile\", type=str)"}]
| false
| null | null | null |
91b41dc55c2835ad843b049f4f5251bad3abf07e
|
TheStack--python--000.parquet
|
Fix this broken Pythoncode:Python code: from test.vim_test_case import VimTestCase as _VimTest from test.constant import * # Anonymous Expansion {{{# class _AnonBase(_VimTest): args = '' def _extra_options_pre_init(self, vim_config): vim_config.append('inoremap <silent> %s <C-R>=UltiSnips#Anon(%s)<cr>' % (EA, self.args)) class Anon_NoTrigger_Simple(_AnonBase): args = '"simple expand"' keys = 'abc' + EA wanted = 'abcsimple expand' class Anon_NoTrigger_AfterSpace(_AnonBase): args = '"simple expand"' keys = 'abc ' + EA wanted = 'abc simple expand' class Anon_NoTrigger_BeginningOfLine( Error: SyntaxError: unterminated string literal
|
Fixed Code: from test.vim_test_case import VimTestCase as _VimTest from test.constant import * # Anonymous Expansion {{{# class _AnonBase(_VimTest): args = '' def _extra_options_pre_init(self, vim_config): vim_config.append('inoremap <silent> %s <C-R>=UltiSnips#Anon(%s)<cr>' % (EA, self.args)) class Anon_NoTrigger_Simple(_AnonBase): args = '"simple expand"' keys = 'abc' + EA wanted = 'abcsimple expand' Explanation: Close the string literal with matching quote
|
advanced
|
testing
|
error_fixing
|
Pythoncode:Python
| 1
| 10
| 625
| true
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\nfrom test.vim_test_case import VimTestCase as _VimTest\nfrom test.constant import *\n\n# Anonymous Expansion {{{#\n\n\nclass _AnonBase(_VimTest):\n args = ''\n\n def _extra_options_pre_init(self, vim_config):\n vim_config.append('inoremap <silent> %s <C-R>=UltiSnips#Anon(%s)<cr>'\n % (EA, self.args))\n\n\nclass Anon_NoTrigger_Simple(_AnonBase):\n args = '\"simple expand\"'\n keys = 'abc' + EA\n wanted = 'abcsimple expand'\n\n\nclass Anon_NoTrigger_AfterSpace(_AnonBase):\n args = '\"simple expand\"'\n keys = 'abc ' + EA\n wanted = 'abc simple expand'\n\n\nclass Anon_NoTrigger_BeginningOfLine(\n\n Error: SyntaxError: unterminated string literal"}, {"role": "assistant", "content": " Fixed Code:\n\n\nfrom test.vim_test_case import VimTestCase as _VimTest\nfrom test.constant import *\n\n# Anonymous Expansion {{{#\n\n\nclass _AnonBase(_VimTest):\n args = ''\n\n def _extra_options_pre_init(self, vim_config):\n vim_config.append('inoremap <silent> %s <C-R>=UltiSnips#Anon(%s)<cr>'\n % (EA, self.args))\n\n\nclass Anon_NoTrigger_Simple(_AnonBase):\n args = '\"simple expand\"'\n keys = 'abc' + EA\n wanted = 'abcsimple expand'\n\n\n\n Explanation: Close the string literal with matching quote"}]
| true
|
syntax
|
MID_STRING
|
CRITICAL
|
91b47f9da5c47dfa6628ace04164ad0d1bc8a057
|
TheStack--python--000.parquet
|
Fix this broken Pythoncode:Python code: import discord from jshbot import utilities, data, configurations, plugins, logger from jshbot.exceptions import BotException, ConfiguredBotException from jshbot.commands import ( Command, SubCommand, Shortcut, ArgTypes, Attachment, Arg, Opt, MessageTypes, Response) __version__ = '0.1.0' CBException = ConfiguredBotException('0.3 to 0.4 plugin') @plugins.command_spawner def get_commands(bot): return [Command('convertdata', hidden=True, elevated_level=3)] async def get_response(bot, context): for guild in bot.guilds: convert_core(bot, guild) if 'tags.py' in bot.plugins: convert_tags(bot, guild) return Response("Converted.") def convert_core(bot, guild): if data.get(bot, 'core', None, guild_id=guild.id): logger.warn("Guild %s (%s) already had core converted", guild.name, guild.id) return base_data = data.get(bot, 'base', None, guild_id=guild.id, default={}) if 'disabled' in base_data: # TODO: Iterate through toggled commands pass if 'blocked' in base_data: replacement = [] for entry in base_data['blocked']: replacement.append(int(entry)) base_data['blocked'] = replacement if 'muted_channels' in base_data: replacement = [] for entry in base_data['muted_channels']: replacement.append(int(entry)) base_data['muted_channels'] = replacement Error: SyntaxError / EOF
|
Fixed Code: import discord from jshbot import utilities, data, configurations, plugins, logger from jshbot.exceptions import BotException, ConfiguredBotException from jshbot.commands import ( Command, SubCommand, Shortcut, ArgTypes, Attachment, Arg, Opt, MessageTypes, Response) __version__ = '0.1.0' CBException = ConfiguredBotException('0.3 to 0.4 plugin') @plugins.command_spawner def get_commands(bot): return [Command('convertdata', hidden=True, elevated_level=3)] async def get_response(bot, context): for guild in bot.guilds: convert_core(bot, guild) if 'tags.py' in bot.plugins: convert_tags(bot, guild) return Response("Converted.") Explanation: Complete the truncated code structure
|
intermediate
|
ui
|
error_fixing
|
Pythoncode:Python
| 3
| 0
| 1,425
| true
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\nimport discord\n\nfrom jshbot import utilities, data, configurations, plugins, logger\nfrom jshbot.exceptions import BotException, ConfiguredBotException\nfrom jshbot.commands import (\n Command, SubCommand, Shortcut, ArgTypes, Attachment, Arg, Opt, MessageTypes, Response)\n\n__version__ = '0.1.0'\nCBException = ConfiguredBotException('0.3 to 0.4 plugin')\n\n@plugins.command_spawner\ndef get_commands(bot):\n return [Command('convertdata', hidden=True, elevated_level=3)]\n\nasync def get_response(bot, context):\n for guild in bot.guilds:\n convert_core(bot, guild)\n if 'tags.py' in bot.plugins:\n convert_tags(bot, guild)\n return Response(\"Converted.\")\n\n\ndef convert_core(bot, guild):\n if data.get(bot, 'core', None, guild_id=guild.id):\n logger.warn(\"Guild %s (%s) already had core converted\", guild.name, guild.id)\n return\n base_data = data.get(bot, 'base', None, guild_id=guild.id, default={})\n if 'disabled' in base_data:\n # TODO: Iterate through toggled commands\n pass\n if 'blocked' in base_data:\n replacement = []\n for entry in base_data['blocked']:\n replacement.append(int(entry))\n base_data['blocked'] = replacement\n if 'muted_channels' in base_data:\n replacement = []\n for entry in base_data['muted_channels']:\n replacement.append(int(entry))\n base_data['muted_channels'] = replacement\n\n Error: SyntaxError / EOF"}, {"role": "assistant", "content": " Fixed Code:\n\n\nimport discord\n\nfrom jshbot import utilities, data, configurations, plugins, logger\nfrom jshbot.exceptions import BotException, ConfiguredBotException\nfrom jshbot.commands import (\n Command, SubCommand, Shortcut, ArgTypes, Attachment, Arg, Opt, MessageTypes, Response)\n\n__version__ = '0.1.0'\nCBException = ConfiguredBotException('0.3 to 0.4 plugin')\n\n@plugins.command_spawner\ndef get_commands(bot):\n return [Command('convertdata', hidden=True, elevated_level=3)]\n\nasync def get_response(bot, context):\n for guild in bot.guilds:\n convert_core(bot, guild)\n if 'tags.py' in bot.plugins:\n convert_tags(bot, guild)\n return Response(\"Converted.\")\n\n Explanation: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
91b495763107bc2ceb225b3984a8b4ffae309299
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: from tkinter import * from PIL import Image, ImageTk #python image library #imagetk supports jpg image a1 = Tk() a1.geometry("455x244") #for png image #photo = PhotoImage(file
|
Error Analysis: Error Type: MID_STRING Error: SyntaxError: unterminated string literal Detected Errors: • Code truncated in middle of expression - unexpected EOF • Unclosed '(' at line 11 - expected ')' Fix: Close the string literal with matching quote
|
intermediate
|
machine_learning
|
error_detection
|
Pythoncode:Python
| 0
| 0
| 188
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nfrom tkinter import *\r\nfrom PIL import Image, ImageTk\r\n#python image library\r\n#imagetk supports jpg image\r\n\r\na1 = Tk()\r\n\r\na1.geometry(\"455x244\")\r\n\r\n#for png image\r\n#photo = PhotoImage(file"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: MID_STRING\n Error: SyntaxError: unterminated string literal\n\n Detected Errors:\n \u2022 Code truncated in middle of expression - unexpected EOF\n \u2022 Unclosed '(' at line 11 - expected ')'\n\n Fix: Close the string literal with matching quote"}]
| true
|
syntax
|
MID_STRING
|
CRITICAL
|
91b5d5a9da8d21cc54215371e88cbf75203f4ad6
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: import os import torch from PIL import Image from read_csv import csv_to_label_and_bbx import numpy as np from torch.utils.data import Subset, random_split, ConcatDataset class NBIDataset(object): def __init__(self, root, transforms, nob3=False): self.root = root self.transforms = transforms # load all image files, sorting them to ensure that they are aligned self.imgs = list(sorted(os.listdir(os.path.join(root, "images")))) self.boxes = csv_to_label_and_bbx(os.path.join(self.root, "annotations.csv"), nob3) def __getitem__(self, idx): img_path = os.path.join(self.root, "images", self.imgs[idx]) img = Image.open(img_path).convert("RGB") annotations = self.boxes[self.imgs[idx]] boxes = annotations['bbx'] labels = annotations['labels'] # FloatTensor[N, 4] boxes = torch.as_tensor(boxes, dtype=torch.float32) # Int64Tensor[N] labels = torch.as_tensor(labels, dtype=torch.int64) image_id = torch.tensor([idx]) area = (boxes[:, 3] - boxes[:, 1]) * (boxes[:, 2] - boxes[:, 0]) iscrowd = torch.zeros((labels.size()[0],), dtype=torch.int64) target = {} target["boxes"] = boxes target["labels"] = labels target["image_id"] = image_id # target["image_path"] = img_path target["area"] = area target["iscrowd"] = iscrowd if self.transforms is not None: img = self.transforms(img) # target = self.transforms(target) return img, target def __len__(self): return len(self.imgs) class NBINewDataset(object): def __init__(self, root, transforms, train=True): self.root = root self.transforms = transforms if train: self.path = os.path.join(root, "train") else: self.path = os.path.join(root, "test") self.imgs = list(sorted(os.listdir(self.path))) self.boxes = csv_to_label_and_bbx(os.path.join(self.root, "annotations_all.csv"), img_names=self.imgs) ... [18 more functiondefs truncated] ...
|
Error Analysis: Error Type: BROKEN_INDENTATION Error: IndentationError: unexpected indent Detected Errors: • Code truncated in middle of expression - unexpected EOF • Invalid syntax at line 68: ... [18 more functiondefs truncated] ... Fix: Fix indentation to match Python syntax rules
|
advanced
|
testing
|
error_detection
|
Pythoncode:Python
| 4
| 2
| 2,136
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nimport os\nimport torch\nfrom PIL import Image\nfrom read_csv import csv_to_label_and_bbx\nimport numpy as np\nfrom torch.utils.data import Subset, random_split, ConcatDataset\n\n\nclass NBIDataset(object):\n def __init__(self, root, transforms, nob3=False):\n self.root = root\n self.transforms = transforms\n # load all image files, sorting them to ensure that they are aligned\n self.imgs = list(sorted(os.listdir(os.path.join(root, \"images\"))))\n self.boxes = csv_to_label_and_bbx(os.path.join(self.root, \"annotations.csv\"), nob3)\n\n def __getitem__(self, idx):\n img_path = os.path.join(self.root, \"images\", self.imgs[idx])\n img = Image.open(img_path).convert(\"RGB\")\n\n annotations = self.boxes[self.imgs[idx]]\n boxes = annotations['bbx']\n labels = annotations['labels']\n\n # FloatTensor[N, 4]\n boxes = torch.as_tensor(boxes, dtype=torch.float32)\n\n # Int64Tensor[N]\n labels = torch.as_tensor(labels, dtype=torch.int64)\n\n image_id = torch.tensor([idx])\n area = (boxes[:, 3] - boxes[:, 1]) * (boxes[:, 2] - boxes[:, 0])\n iscrowd = torch.zeros((labels.size()[0],), dtype=torch.int64)\n\n target = {}\n target[\"boxes\"] = boxes\n target[\"labels\"] = labels\n target[\"image_id\"] = image_id\n # target[\"image_path\"] = img_path\n target[\"area\"] = area\n target[\"iscrowd\"] = iscrowd\n\n if self.transforms is not None:\n img = self.transforms(img)\n # target = self.transforms(target)\n\n return img, target\n\n def __len__(self):\n return len(self.imgs)\n\n\nclass NBINewDataset(object):\n def __init__(self, root, transforms, train=True):\n self.root = root\n self.transforms = transforms\n if train:\n self.path = os.path.join(root, \"train\")\n else:\n self.path = os.path.join(root, \"test\")\n\n self.imgs = list(sorted(os.listdir(self.path)))\n\n self.boxes = csv_to_label_and_bbx(os.path.join(self.root, \"annotations_all.csv\"), img_names=self.imgs)\n\n\n\n ... [18 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: BROKEN_INDENTATION\n Error: IndentationError: unexpected indent\n\n Detected Errors:\n \u2022 Code truncated in middle of expression - unexpected EOF\n \u2022 Invalid syntax at line 68: ... [18 more functiondefs truncated] ...\n\n\n Fix: Fix indentation to match Python syntax rules"}]
| true
|
syntax
|
BROKEN_INDENTATION
|
MEDIUM
|
91b62cc1816352d2c7a0ead7b1bf1eabb9a68df6
|
TheStack--python--000.parquet
|
Repair the syntax errors in this Pythoncode:Python code: # coding: utf-8 import functools def memoize(fn): known = dict() @functools.wraps(fn) def memoizer(*args): if args not in known: known[args] = fn(*args) return known[args] return memoizer @memoize def nsum(n): '''返回前n个数字的和''' assert(n >= 0), 'n must be >= 0' return 0 if n == 0 else n + nsum(n-1) @memoize def fibonacci(n): '''返回斐波那契数列的第n个数''' assert(n >= 0), 'n must be >= 0' return n if n in (0, 1) else fibonacci(n-1) + fibonacci(n-2) if __name__ == '__main__': from timeit import Timer measure = [{'exec': 'fibonacci(100)', 'import': 'fibonacci', 'func': fibonacci}, {'exec': 'nsum(200)', 'import': 'nsum', 'func': nsum}] for m in measure: t = Timer('{}'.format(m['exec']), 'from __main__ import \ {}'.format(m['import'])) print('name: {}, doc: {}, executing: {}, time: \ {}'.format(m['func'].__name__, m['func'].__doc__, m['exec'], t.timeit()))
|
Syntax Analysis: Syntax Errors Found: • Unterminated string literal at line 37 Fixes: • Add closing quote at line 37 • Remove debug print() at line 39 before production
|
intermediate
|
testing
|
syntax_repair
|
Pythoncode:Python
| 4
| 0
| 1,058
| true
|
[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\n# coding: utf-8\n\nimport functools\n\n\ndef memoize(fn):\n known = dict()\n\n @functools.wraps(fn)\n def memoizer(*args):\n if args not in known:\n known[args] = fn(*args)\n return known[args]\n\n return memoizer\n\n\n@memoize\ndef nsum(n):\n '''\u8fd4\u56de\u524dn\u4e2a\u6570\u5b57\u7684\u548c'''\n assert(n >= 0), 'n must be >= 0'\n return 0 if n == 0 else n + nsum(n-1)\n\n\n@memoize\ndef fibonacci(n):\n '''\u8fd4\u56de\u6590\u6ce2\u90a3\u5951\u6570\u5217\u7684\u7b2cn\u4e2a\u6570'''\n assert(n >= 0), 'n must be >= 0'\n return n if n in (0, 1) else fibonacci(n-1) + fibonacci(n-2)\n\nif __name__ == '__main__':\n from timeit import Timer\n measure = [{'exec': 'fibonacci(100)', 'import': 'fibonacci',\n 'func': fibonacci}, {'exec': 'nsum(200)', 'import': 'nsum',\n 'func': nsum}]\n for m in measure:\n t = Timer('{}'.format(m['exec']), 'from __main__ import \\\n {}'.format(m['import']))\n print('name: {}, doc: {}, executing: {}, time: \\\n {}'.format(m['func'].__name__, m['func'].__doc__,\n m['exec'], t.timeit()))"}, {"role": "assistant", "content": " Syntax Analysis:\n\n Syntax Errors Found:\n \u2022 Unterminated string literal at line 37\n\n Fixes:\n \u2022 Add closing quote at line 37\n \u2022 Remove debug print() at line 39 before production"}]
| true
|
syntax
|
BROKEN_INDENTATION
|
MEDIUM
|
91b7b2d421c1a0795b99655b4fa4a8c0503e4114
|
TheStack--python--000.parquet
|
Find the logical error in this Pythoncode:Python code: # !\usr\bin\python import numpy as np from mpl_toolkits import mplot3d import matplotlib.pyplot as plt import scipy.optimize from matplotlib import animation from scipy.integrate import ode import pdb # Material parameters rho = 7800. E = 2.e11 nu = 0.3 mu = 0.5*E/(1.+nu) kappa = E/(3.*(1.-2.*nu)) lamb = kappa-2.*mu/3. sigy = 100.0e6 H = 100.08e6 beta=(6.*mu**2)/(3.*mu+H) def tangentModulus(sigma,lamb,mu,beta,tangent): H=np.zeros((3,3)) # |H1111 H1112 H1122| # H =|H1211 H1212 H1222| # |H2211 H2212 H2222| # sigma = [sig11 , sig12 , sig22 , sig33 ] sigDev = computeDeviatoricPart(sigma) sigdnorm2=np.dot(sigDev,sigDev) BETA=beta/sigdnorm2 s11=sigDev[0];s12=sigDev[1]/np.sqrt(2.);s22=sigDev[2];s33=sigDev[3] ## Plane stress tangent modulus Hijkl = Hijkl - Hij33*H33kl/H3333 H1133=(lamb -BETA*s11*s33) H1233=(-BETA*s12*s33) H1122=(lamb -BETA*s11*s22) H2222=(str(lamb) + 2.*mu -BETA*s22**2) H1222=(-BETA*s12*s22) H2233=(lamb-BETA*s22*s33) H3333=(lamb+2.*mu-BETA*s33*s33) if tangent=='planeStress': H[0,0]=lamb+2.*mu - BETA*s11**2 -H1133*H1133/H3333 H[0,1]=-BETA*s11*s12 -H1133*H1233/H3333 H[0,2]=lamb-BETA*s11*s22 -H1133*H2233/H3333 H[1,0]=-BETA*s12*s11-H1233*H1133/H3333 H[1,1]=mu-BETA*s12**2 -H1233*H1233/H3333 H[1,2]=-BETA*s12*s22-H1233*H2233/H3333 H[2,0]=lamb - BETA*s11*s22 -H2233*H1133/H3333 H[2,1]=-BETA*s22*s12 -H2233*H1233/H3333 H[2,2]=lamb+2.*mu-BETA*s22**2 -H2233*H2233/H3333 elif tangent=='thinWalled': H[0,0]=lamb+2.*mu - BETA*s11**2 -H1122*(H1122+H1133)/(H2233+H2222) H[0,1]=-BETA*s11*s12 -H1222*(H1122+H1133)/(H2233+H2222) H[0,2]=lamb-BETA*s11*s22 H[1,0]=-BETA*s12*s11-H1122*(H1222+H1233)/(H2233+H2222) H[1,1]=mu-BETA*s12**2-H1222*(H1222+H1233)/(H2233+H2222) H[1,2]=-BETA*s12*s22 H[2,0]=lamb - BETA*s11*s22 H[2,1]=-BETA*s22*s12 H[2,2]=lamb+2.*mu-BETA*s22**2 else : H[0,0]=lamb+2.*mu - BETA*s11**2 H[0,1]=-BETA*s11*s12 H[0,2]=lamb-BETA*s11*s12 H[1,0]=-BETA*s12*s11 H[1,1]=mu-BETA*s12**2 H[1,2]=-BETA*s12*s22 H[2,0]=lamb-BETA*s11*s22 H[2,1]=-BETA*s12*s22 H[2,2]=lamb+2.*mu-BETA*s22**2 return H def acousticTensor(H,n): n1=n[0] ; n2=n[1] C11 = H[0,0]*n1**2 + H[1,1]*n2**2 + 2.*H[0,1]*n1*n2 C12 = H[0,1]*n1**2 + H[1,2]*n2**2 + (H[0,2]+H[1,1])*n1*n2 C22 = H[1,1]*n1**2 + H[2,2]*n2**2 + 2.*H[2,1]*n1*n2 return np.array([C11,C12,C22]) def acousticEigenStructure(C): C11=C[0];C12=C[1];C22=C[2] ## omega1,w1 associated to cf ## omega2,w2 associated to cs omega1=0.5*(C11+C22 + np.sqrt((C11-C22)**2+4.*C12**2)) omega2=0.5*(C11+C22 - np.sqrt((C11-C22)**2+4.*C12**2)) w1=np.array([-C12,C11-omega1]) w2=np.array([-C12,C11-omega2]) return [omega1,w1],[omega2,w2] def vonMisesYieldSurface(sigy): radius=np.sqrt(( ... [code truncated] ...
|
Logical Error Analysis: Error Type: TYPE_MISMATCH Issue: String concatenated with int Severity: HIGH Location: Line 36 Buggy code: H2222=(str(lamb) + 2.*mu -BETA*s22**2) Should be: H2222=(lamb+2.*mu -BETA*s22**2) Explanation: Type mismatch will cause runtime error Fix: Ensure types are compatible in operations
|
intermediate
|
database
|
logical_errors
|
Pythoncode:Python
| 4
| 0
| 3,040
| true
|
[{"role": "user", "content": "Find the logical error in this Pythoncode:Python code:\n# !\\usr\\bin\\python\nimport numpy as np\nfrom mpl_toolkits import mplot3d\nimport matplotlib.pyplot as plt\nimport scipy.optimize\nfrom matplotlib import animation\nfrom scipy.integrate import ode\nimport pdb\n\n# Material parameters\nrho = 7800.\nE = 2.e11\nnu = 0.3\nmu = 0.5*E/(1.+nu)\nkappa = E/(3.*(1.-2.*nu))\nlamb = kappa-2.*mu/3.\nsigy = 100.0e6 \nH = 100.08e6\nbeta=(6.*mu**2)/(3.*mu+H)\n\ndef tangentModulus(sigma,lamb,mu,beta,tangent):\n H=np.zeros((3,3))\n # |H1111 H1112 H1122|\n # H =|H1211 H1212 H1222|\n # |H2211 H2212 H2222|\n # sigma = [sig11 , sig12 , sig22 , sig33 ]\n sigDev = computeDeviatoricPart(sigma)\n sigdnorm2=np.dot(sigDev,sigDev)\n BETA=beta/sigdnorm2\n s11=sigDev[0];s12=sigDev[1]/np.sqrt(2.);s22=sigDev[2];s33=sigDev[3]\n \n ## Plane stress tangent modulus Hijkl = Hijkl - Hij33*H33kl/H3333\n H1133=(lamb -BETA*s11*s33)\n H1233=(-BETA*s12*s33)\n H1122=(lamb -BETA*s11*s22)\n H2222=(str(lamb) + 2.*mu -BETA*s22**2)\n H1222=(-BETA*s12*s22)\n H2233=(lamb-BETA*s22*s33)\n H3333=(lamb+2.*mu-BETA*s33*s33)\n if tangent=='planeStress':\n H[0,0]=lamb+2.*mu - BETA*s11**2 -H1133*H1133/H3333\n H[0,1]=-BETA*s11*s12 -H1133*H1233/H3333\n H[0,2]=lamb-BETA*s11*s22 -H1133*H2233/H3333\n H[1,0]=-BETA*s12*s11-H1233*H1133/H3333\n H[1,1]=mu-BETA*s12**2 -H1233*H1233/H3333\n H[1,2]=-BETA*s12*s22-H1233*H2233/H3333\n H[2,0]=lamb - BETA*s11*s22 -H2233*H1133/H3333\n H[2,1]=-BETA*s22*s12 -H2233*H1233/H3333\n H[2,2]=lamb+2.*mu-BETA*s22**2 -H2233*H2233/H3333\n elif tangent=='thinWalled':\n H[0,0]=lamb+2.*mu - BETA*s11**2 -H1122*(H1122+H1133)/(H2233+H2222)\n H[0,1]=-BETA*s11*s12 -H1222*(H1122+H1133)/(H2233+H2222)\n H[0,2]=lamb-BETA*s11*s22 \n H[1,0]=-BETA*s12*s11-H1122*(H1222+H1233)/(H2233+H2222)\n H[1,1]=mu-BETA*s12**2-H1222*(H1222+H1233)/(H2233+H2222)\n H[1,2]=-BETA*s12*s22\n H[2,0]=lamb - BETA*s11*s22 \n H[2,1]=-BETA*s22*s12\n H[2,2]=lamb+2.*mu-BETA*s22**2\n else :\n H[0,0]=lamb+2.*mu - BETA*s11**2 \n H[0,1]=-BETA*s11*s12\n H[0,2]=lamb-BETA*s11*s12\n H[1,0]=-BETA*s12*s11\n H[1,1]=mu-BETA*s12**2\n H[1,2]=-BETA*s12*s22\n H[2,0]=lamb-BETA*s11*s22\n H[2,1]=-BETA*s12*s22\n H[2,2]=lamb+2.*mu-BETA*s22**2\n \n return H\n\ndef acousticTensor(H,n):\n n1=n[0] ; n2=n[1]\n C11 = H[0,0]*n1**2 + H[1,1]*n2**2 + 2.*H[0,1]*n1*n2\n C12 = H[0,1]*n1**2 + H[1,2]*n2**2 + (H[0,2]+H[1,1])*n1*n2\n C22 = H[1,1]*n1**2 + H[2,2]*n2**2 + 2.*H[2,1]*n1*n2\n return np.array([C11,C12,C22])\n\n\ndef acousticEigenStructure(C):\n C11=C[0];C12=C[1];C22=C[2]\n ## omega1,w1 associated to cf\n ## omega2,w2 associated to cs\n omega1=0.5*(C11+C22 + np.sqrt((C11-C22)**2+4.*C12**2))\n omega2=0.5*(C11+C22 - np.sqrt((C11-C22)**2+4.*C12**2))\n w1=np.array([-C12,C11-omega1])\n w2=np.array([-C12,C11-omega2])\n return [omega1,w1],[omega2,w2]\n\ndef vonMisesYieldSurface(sigy):\n radius=np.sqrt((\n\n ... [code truncated] ..."}, {"role": "assistant", "content": " Logical Error Analysis:\n\n Error Type: TYPE_MISMATCH\n Issue: String concatenated with int\n Severity: HIGH\n\n Location: Line 36\n\n Buggy code:\n H2222=(str(lamb) + 2.*mu -BETA*s22**2)\n\n Should be:\n H2222=(lamb+2.*mu -BETA*s22**2)\n\n Explanation: Type mismatch will cause runtime error\n Fix: Ensure types are compatible in operations"}]
| true
|
logical
|
TYPE_MISMATCH
|
HIGH
|
91b880c2b2d9577a02c8519251133c3cee61564c
|
TheStack--python--000.parquet
|
Debug this Pythoncode:Python code: # _*_ coding: utf-8 _*_ #@Time : 2020/7/29 上午 09:49 #@Author : cherish_peng #@Email : 1058386071@qq.com #@File : connectionstate.py #@Software : PyCharm from enum import Enum class ConnectionState(Enum): ''' ConnectionState enum ''' DisConnected = 0 Connecting=1 Connected=2 Selected=3 Retry=4
|
Code analysis results: 🔴 Errors found: Code truncated in middle of expression - unexpected EOF Unterminated string literal at line 9 ⚠️ Warnings: Unexpected indentation at line 10 Unexpected indentation at line 11 Unexpected indentation at line 12 Unexpected indentation at line 13 💡 Suggestions: Complete the expression on the last line Add closing quote at line 9
|
intermediate
|
machine_learning
|
debugging
|
Pythoncode:Python
| 0
| 1
| 343
| true
|
[{"role": "user", "content": "Debug this Pythoncode:Python code:\n# _*_ coding: utf-8 _*_\n#@Time : 2020/7/29 \u4e0a\u5348 09:49\n#@Author : cherish_peng\n#@Email : 1058386071@qq.com\n#@File : connectionstate.py\n#@Software : PyCharm\nfrom enum import Enum\nclass ConnectionState(Enum):\n '''\n ConnectionState enum\n '''\n DisConnected = 0\n Connecting=1\n Connected=2\n Selected=3\n Retry=4"}, {"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 9\n\n\u26a0\ufe0f Warnings:\n Unexpected indentation at line 10\n Unexpected indentation at line 11\n Unexpected indentation at line 12\n Unexpected indentation at line 13\n\n\ud83d\udca1 Suggestions:\n Complete the expression on the last line\n Add closing quote at line 9"}]
| false
| null | null | null |
91b88e3d926b20d74b8739d087b18e11fc2bf047
|
TheStack--python--000.parquet
|
Complete this Pythoncode:Python code: # -*- coding: utf-8 -*- import time from datetime import datetime import warnings from textwrap import dedent, fill import numpy as np import pandas as pd from numpy.linalg import norm, inv from scipy.linalg import solve as spsolve, LinAlgError from scipy.integrate import trapz from scipy import stats from lifelines.fitters import BaseFitter, Printer from lifelines.plotting import set_kwargs_drawstyle from lifelines.statistics import chisq_test, proportional_hazard_test, TimeTransformers, StatisticalResult from lifelines.utils.lowess import lowess from lifelines.utils.concordance import _concordance_summary_statistics, _concordance_ratio from lifelines.utils import ( class BatchVsSingle: @staticmethod def decide(batch_mode, n_unique, n_total, n_vars): frac_dups = n_unique / n_total if batch_mode or ( # https://github.com/CamDavidsonPilon/lifelines/issues/591 for original issue. # new values from from perf/batch_vs_single script. (batch_mode is None) and (
|
( 6.876218e-01 + -1.796993e-06 * n_total + -1.204271e-11 * n_total ** 2 + 1.912500e00 * frac_dups + -8.121036e-01 * frac_dups ** 2 + 4.916605e-06 * n_total * frac_dups + -5.888875e-03 * n_vars + 5.473434e-09 * n_vars * n_total ) < 1 ) ): return "batch" return "single" ... [44 more classdefs truncated] ...
|
advanced
|
testing
|
code_completion
|
Pythoncode:Python
| 1
| 1
| 1,608
| true
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\n# -*- coding: utf-8 -*-\nimport time\nfrom datetime import datetime\nimport warnings\nfrom textwrap import dedent, fill\nimport numpy as np\nimport pandas as pd\n\nfrom numpy.linalg import norm, inv\nfrom scipy.linalg import solve as spsolve, LinAlgError\nfrom scipy.integrate import trapz\nfrom scipy import stats\n\nfrom lifelines.fitters import BaseFitter, Printer\nfrom lifelines.plotting import set_kwargs_drawstyle\nfrom lifelines.statistics import chisq_test, proportional_hazard_test, TimeTransformers, StatisticalResult\nfrom lifelines.utils.lowess import lowess\nfrom lifelines.utils.concordance import _concordance_summary_statistics, _concordance_ratio\nfrom lifelines.utils import (\nclass BatchVsSingle:\n @staticmethod\n def decide(batch_mode, n_unique, n_total, n_vars):\n frac_dups = n_unique / n_total\n if batch_mode or (\n # https://github.com/CamDavidsonPilon/lifelines/issues/591 for original issue.\n # new values from from perf/batch_vs_single script.\n (batch_mode is None)\n and ("}, {"role": "assistant", "content": "\n (\n 6.876218e-01\n + -1.796993e-06 * n_total\n + -1.204271e-11 * n_total ** 2\n + 1.912500e00 * frac_dups\n + -8.121036e-01 * frac_dups ** 2\n + 4.916605e-06 * n_total * frac_dups\n + -5.888875e-03 * n_vars\n + 5.473434e-09 * n_vars * n_total\n )\n < 1\n )\n ):\n return \"batch\"\n return \"single\"\n\n\n\n ... [44 more classdefs truncated] ..."}]
| false
| null | null | null |
91b96455218c552cfb88f8804f7f9440605930b5
|
TheStack--python--000.parquet
|
Fix this broken Pythoncode:Python code: """ Test configuration loading @author aevans """ import os from nlp_server.config import load_config def test_load_config(): """ Test loading a configuration """ current_dir = os.path.curdir test_path = os.path.sep.join([current_dir, 'data', 'test_config.json']) cfg = load_config.load_config(test_path) assert cfg is not None assert cfg.use_gpu is False Error: IndentationError: unexpected indent
|
Fixed Code: """ Test configuration loading @author aevans """ import os from nlp_server.config import load_config def test_load_config(): """ Test loading a configuration """ current_dir = os.path.curdir test_path = os.path.sep.join([current_dir, 'data', 'test_config.json']) cfg = load_config.load_config(test_path) assert cfg is not None assert cfg.use_gpu is False Explanation: Fix indentation to match Python syntax rules
|
intermediate
|
testing
|
error_fixing
|
Pythoncode:Python
| 1
| 0
| 393
| true
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\n\"\"\"\nTest configuration loading\n\n@author aevans\n\"\"\"\n\nimport os\n\nfrom nlp_server.config import load_config\n\n\ndef test_load_config():\n \"\"\"\n Test loading a configuration\n \"\"\"\n current_dir = os.path.curdir\n test_path = os.path.sep.join([current_dir, 'data', 'test_config.json'])\n cfg = load_config.load_config(test_path)\n assert cfg is not None\n assert cfg.use_gpu is False\n\n\n Error: IndentationError: unexpected indent"}, {"role": "assistant", "content": " Fixed Code:\n\n\n\"\"\"\nTest configuration loading\n\n@author aevans\n\"\"\"\n\nimport os\n\nfrom nlp_server.config import load_config\n\n\ndef test_load_config():\n \"\"\"\n Test loading a configuration\n \"\"\"\n current_dir = os.path.curdir\n test_path = os.path.sep.join([current_dir, 'data', 'test_config.json'])\n cfg = load_config.load_config(test_path)\n assert cfg is not None\n assert cfg.use_gpu is False\n\n Explanation: Fix indentation to match Python syntax rules"}]
| true
|
syntax
|
BROKEN_INDENTATION
|
MEDIUM
|
91ba64e37706ae1e4223523b060a3928b5d8e678
|
TheStack--python--000.parquet
|
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