QuestionId
int64
74.8M
79.8M
UserId
int64
56
29.4M
QuestionTitle
stringlengths
15
150
QuestionBody
stringlengths
40
40.3k
Tags
stringlengths
8
101
CreationDate
stringdate
2022-12-10 09:42:47
2025-11-01 19:08:18
AnswerCount
int64
0
44
UserExpertiseLevel
int64
301
888k
UserDisplayName
stringlengths
3
30
⌀
77,993,854
5,057,022
Using PyPDF2 in a with Loop - Getting ValueError
<p>I've got some code that loops over a list of pdfs, reads in each pdf in a PdfReader object and appends all but the last page to a single PdfWriter object.</p> <p>Here is my code:</p> <pre><code>def remove_last_page(): sorted_filenames = sorted(glob.glob('Reading*.pdf'), key = sort_key) writer = PyP...
<python>
2024-02-14 11:12:27
0
383
jolene
77,993,834
2,595,216
Incompatible types in assignment for function return union of types
<p>What is best way to fix mypy for such function?</p> <pre class="lang-py prettyprint-override"><code>from typing import Union def a(b: int) -&gt; Union[int, str]: if b: return b else: return '2' c: int = a(1) d: str = a(0) </code></pre> <p>mypy result:</p> <pre><code>error: Incompatible typ...
<python><mypy><python-typing>
2024-02-14 11:09:12
1
553
emcek
77,993,730
2,876,079
How to use indexed data frames with altair?
<p>Lets say I have an indexed pandas DataFrame <code>indexed_df</code>:</p> <pre><code>df = pd.DataFrame( [ {'id_foo': 1, 'energy_carrier': 'oil', '2000': 5, '2020': 10}, {'id_foo': 2, 'energy_carrier': 'electricity', '2000': 10, '2020': 20}, ] ) indexed_df = df.pivot_table( columns='energy...
<python><pandas><altair>
2024-02-14 10:51:16
1
12,756
Stefan
77,993,663
2,876,079
How to create stacked bar chart from different data format with altair in python?
<p>What y-expression should I specify in the following example to create a stacked bar chart? Is there some expression like</p> <pre><code>y=&quot;$all-other-columns&quot; </code></pre> <p>or</p> <pre><code>y=&quot;$group-of-columns&quot; </code></pre> <p>Or would I need to reshape the data to <a href="https://altair-v...
<python><pandas><altair>
2024-02-14 10:40:09
1
12,756
Stefan
77,993,595
10,053,485
anaconda-navigator fails to launch, ImportError. Install was previously fine
<p>After functioning fine for nearly a year my Anaconda Navigator has stopped functioning after my Windows11 device updated itself overnight (unprompted, thank you Microsoft.) Update: <em>2024-02 Cumulative Update for Windows 11 Version 23H2 for x64-based Systems (KB5034765)</em></p> <p>It's unclear whether this is the...
<python><anaconda>
2024-02-14 10:30:16
0
408
Floriancitt
77,993,273
160,206
Protocol for arithmetic operation implemented on another class
<p>In Python, arithmetic operations between operands of different types can be implemented on either of the operand types either using for example <code>__add__</code> for the left-hand operand, or <code>__radd__</code> for the right-hand operand. I'm trying to write a protocol that expresses that a type supports addit...
<python><python-typing>
2024-02-14 09:33:47
0
77,084
Björn Pollex
77,993,223
3,433,875
Polar bar chart with rounded corners in Matplotlib?
<p>I am trying to recreate this radial bar chart in matplotlib: <a href="https://i.sstatic.net/X2VJp.png" rel="nofollow noreferrer"><img src="https://i.sstatic.net/X2VJp.png" alt="enter image description here" /></a></p> <p>I can do it without problems using:</p> <pre><code> import matplotlib.pyplot as plt impor...
<python><matplotlib>
2024-02-14 09:25:37
1
363
ruthpozuelo
77,993,198
21,920,909
.venv indicator may not be present in the terminal prompt
<p>After updating, I encountered an error with Visual Studio Code that was working fine before.</p> <pre class="lang-none prettyprint-override"><code>Python virtual environment was successfully activated, even though &quot;(.venv)&quot; indicator may not be present in the terminal prompt. </code></pre> <p>When I instal...
<python><python-3.x><visual-studio-code>
2024-02-14 09:22:04
3
383
SSujitXX
77,993,188
7,026,806
How do I define a pandas coercion for a custom dtype?
<p>I have a special implementation of a <code>date</code> dtype. For various reasons it isn't a <code>date</code> since that has its own set of issues.</p> <p>For Pandas I would like to just have it treated exactly as if it was a builtin <code>datetime</code>.</p> <p>So far I haven't been able to get around <code>TypeE...
<python><pandas><dataframe>
2024-02-14 09:19:33
0
2,020
komodovaran_
77,993,073
2,828,099
python jira client and rate limit
<p>I am currently working on a script to do some bulk operations on our company jira instance, that saves plenty of time compared to doing it via the UI.</p> <p>Unfortunately there is a very strict rate limiting in place. To not run into the limit accidentially, I have to wait 3 minutes after every 3 requests.</p> <p>I...
<python><jira><jira-rest-api><python-jira>
2024-02-14 09:02:04
1
1,653
peez80
77,993,017
11,013,499
finding the intersection of several curves in python
<p>I have 4 sets of data that try to fit curves on these data. for each of the sets of data, I used a code like below to fit a curve.</p> <pre><code>center_540=np.sort(center_540,axis=0) y=center_540[itr,:] x=[0.2 ,0.4, 0.6, 0.8, 1, 2, 3, 4, 5,6] popt, pcov,info,msg, ier= curve_fit(objective, x, y,full_output=True) # s...
<python><python-3.x><curve-fitting>
2024-02-14 08:51:51
1
1,295
david
77,992,980
1,753,640
regex to extract citation
<p>Given the following example text, I want to be able to extract the sentences associated to <strong>Citation:</strong>. So for the following text:</p> <pre><code>1. **Fact:** The Tenant is obligated to obtain all consents required by law and provide copies to the Landlord upon request. **Citation:** &quot;to obtai...
<python><regex>
2024-02-14 08:44:33
2
385
user1753640
77,992,967
22,437,609
How can i add white border after background color in Kivy via Pure Python?
<p>Below code works and i can clearly see the blue Color(0, 0.525, 0.953, 1) background of takim_isimleri_box BoxLayout Base code:</p> <pre><code>from kivy.graphics import Color, RoundedRectangle, Line from kivy.uix.boxlayout import BoxLayout takim_isimleri_box = BoxLayout() with takim_isimleri_box.canvas.before: ...
<python><python-3.x><kivy><kivymd>
2024-02-14 08:42:38
1
313
MECRA YAVCIN
77,992,857
5,761,601
How to handle events from Azure Eventhub on multiple partitions one by one by an Azure function app locally
<p>While debugging a Python azure function app locally, that processes events from an Azure Eventhub with 32 paritions I would like to know whether it is possible to handle the events one by one. It seems that whatever setting I set to limit the number of events that arrive are always equal to the number of partitions,...
<python><azure><azure-functions><azure-eventhub>
2024-02-14 08:17:44
1
557
warreee
77,992,562
5,810,717
How to group by and find new or disappearing items
<p>I am trying to assess in a sales database whether the # of advertisements has changed. The example dataframe I am using is as such:</p> <pre><code>df = pd.DataFrame({&quot;offer-id&quot;: [1,1,2,2,3,4,5], &quot;date&quot;: [&quot;2024-02-10&quot;,&quot;2024-02-11&quot;,&quot;2024-02-10&quot;,&quot;2024-02-11&quot;,&...
<python><pandas><group-by><comparison>
2024-02-14 07:09:24
1
363
fußballball
77,992,364
9,394,465
Processing a large csv files with pandas in a faster way
<p>I have a task of reading two large csv files (~5 millions of records, ~2Gig) every day and to process the intersecting and non-intersecting columns in different ways (which is irrelevant to the question). The problem I am facing is that the files are taking more time to load, but once they are loaded (via read_csv(....
<python><pandas>
2024-02-14 06:10:00
1
513
SpaceyBot
77,992,176
4,399,016
Pandas idxmax - top n values
<p>I have this code:</p> <pre><code>import pandas as pd df = pd.DataFrame({'consumption': [10.51, 103.11, 55.48], 'co2_emissions': [37.2, 19.66, 1712]}, index=['Pork', 'Wheat Products', 'Beef']) df['Max'] = df.idxmax(axis=1, skipna=True, numeric_only=True) df </code></pre> <p>I need to find the n largest values. <a hre...
<python><pandas><data-wrangling>
2024-02-14 05:05:01
2
680
prashanth manohar
77,992,160
4,277,485
TypeError: __init__() got an unexpected keyword argument 'aws_access_key_id'
<p>I want to read parquet files in S3 using polars, evidently the following code is working in python 3.9 but not in python 3.7:</p> <pre><code>import polars as pl storage_options = { &quot;aws_access_key_id&quot;: access_key, &quot;aws_secret_access_key&quot;: secret_key, &quot;aws_session_token&quot;: tok...
<python><amazon-s3><parquet><python-polars>
2024-02-14 04:59:42
0
438
Kavya shree
77,992,101
10,292,638
How to get all elements as rows for each href in HTML and add it to a pandas dataframe?
<p>I am trying to fetch as rows the different values inside each href element from the following website: <a href="https://www.bmv.com.mx/es/mercados/capitales" rel="nofollow noreferrer">https://www.bmv.com.mx/es/mercados/capitales</a></p> <p>There should be 1 row that matches each field on the provided headers for eac...
<python><pandas><dataframe><web-scraping><python-requests>
2024-02-14 04:39:17
5
1,055
AlSub
77,992,011
964,267
How to resolve conflicts with conda packages
<p>I have this Dockerfile and I want to install all the Python dependencies which include opencv-python 4.7.0.68 in the requirements.txt file</p> <pre><code># PyTorch image ... RUN pip install -r requirements.txt </code></pre> <p>However, I am getting this error and I can't seem to resolve the issue except not instal...
<python><docker><pytorch>
2024-02-14 03:59:29
1
750
ln9187
77,991,993
3,731,622
How to configure VSCode with pylance so that I can change conda environments?
<p>When I use VSCode with pylance, if I change conda environments I get the</p> <blockquote> <p>overriding the stdlib module ... Pylance (reportShadowedImports)</p> </blockquote> <p>warning.</p> <p>There are lots of posts about this (e.g. <a href="https://github.com/microsoft/pylance-release/issues/5191" rel="nofollow ...
<python><visual-studio-code><conda><pylance>
2024-02-14 03:47:51
1
5,161
user3731622
77,991,777
1,477,064
NiceGui: Hide table header
<p>Following the <a href="https://nicegui.io/documentation/table" rel="nofollow noreferrer">documentation example</a>.</p> <p>I wasn't able to figure out how to remove the table headers <code>&lt;th&gt;</code>, in this case the &quot;Name&quot; and &quot;Age&quot; row.</p> <pre><code>columns = [ {'name': 'name', 'l...
<python><nicegui>
2024-02-14 02:06:08
1
4,849
xvan
77,991,709
10,576,557
Exception Handling for subprocess.run
<p>I am using the following code to test for error capture when sending a command to the shell:</p> <pre class="lang-python prettyprint-override"><code>#!/usr/bin/python3 '''Trying to get a better error capture for subprocess.run''' import subprocess import argparse cmd = 'ixconfig' useShell = False if useShell: ...
<python><python-3.x><exception>
2024-02-14 01:31:24
1
569
shepster
77,991,701
558,639
How to install pipenv in "externally managed environment"
<p>I want to use pipenv for managing my virtual Python environments. In a freshly built Debian (on RPi4B):</p> <pre><code> % pip install pipenv </code></pre> <p>fails with</p> <pre><code>error: externally-managed-environment × This environment is externally managed </code></pre> <p>and it goes on to suggest that I ...
<python><pip><debian><raspberry-pi4><pipenv>
2024-02-14 01:29:06
2
35,607
fearless_fool
77,991,554
10,637,953
How is ContiguousSelection mode set in QListWiget using Python?
<p>How can we set the 'ContiguousSelection' mode for a QListWidget in Python?</p> <p>My problem seems to be in accessing the QAbstractView modes, as given in the QAbstractItemView docs.</p> <p>See: <a href="https://doc.qt.io/qt-6/qabstractitemview.html#setSelectionModel" rel="nofollow noreferrer">https://doc.qt.io/qt-6...
<python><qt><selection><qlistwidget>
2024-02-14 00:24:50
0
353
user10637953
77,991,512
15,982,771
How do I send a modal after a deferred button call in Pycord?
<p>I'm trying to defer a button call and then send a modal afterward in Pycord. Here's a portion of my code:</p> <pre class="lang-py prettyprint-override"><code>class AddItemButton(Button): # Button class from discord.ui.Button def __init__(self, title): super().__init__(style=discord.ButtonStyle.blurple, ...
<python><pycord>
2024-02-14 00:11:07
1
1,128
Blue Robin
77,991,214
4,408,275
hashlib.sha256 returns different results on Linux
<p>I am hashing a file including its name from the path component with the code shown below<sup>1</sup>. I am getting these strange results (hash value simplified for readability):</p> <div class="s-table-container"><table class="s-table"> <thead> <tr> <th>Machine</th> <th>Hash</th> </tr> </thead> <tbody> <tr> <td>Wind...
<python><hash><hashlib>
2024-02-13 22:32:08
0
1,419
user69453
77,991,137
1,351,691
python SSL error c:1000 using boto3 to connect to AWS
<p>Having an issue with python script (3.12) that previously worked that used boto3 to connect to AWS Glue and return table information.</p> <p>The error message is:</p> <p>&quot;botocore.exceptions.SSLError: SSL validation failed for <a href="https://glue.us-west-2.amazonaws.com/" rel="nofollow noreferrer">https://glu...
<python><boto3><aws-glue>
2024-02-13 22:11:00
1
589
Jeff A
77,991,125
1,597,106
How can I stretch a list to be filled with its existing values distributed proportionally?
<p>I have a list like this:</p> <pre><code>original_list = [10, 10, 2, 11, 11] </code></pre> <p>The values happen to be numbers, but they represent states. I need to &quot;stretch&quot; this list to a given length, and fill-in the missing values. If I were to stretch it to a length of 10 (i.e. double its length), it sh...
<python>
2024-02-13 22:08:38
0
2,357
antun
77,991,106
8,491,510
Fill DataFrame column value with value from parent row
<p>Let's say that I have DataFrame like this:</p> <pre><code>+-------+----------+---------+ | Key | Parent | Value | |-------+----------+---------| | Key1 | Key10 | 246 | | Key2 | Key1 | None | | Key3 | Key14 | 434 | +-------+----------+---------+ </code></pre> <p>Now I need to replace dat...
<python><pandas><dataframe>
2024-02-13 22:02:13
2
335
Karol Oleksy
77,991,049
9,915,864
Is there a way to print a formatted dictionary to a Python log file?
<p>I've got a logging handler setup that prints to stream and file. I'm working with a few dictionaries and modifying dictionaries. Is there a way to format a dictionary for the log file so that it shows up as one block rather than a line?</p> <p>I've gone through a bunch of simpler formatting attempts and read through...
<python><python-logging>
2024-02-13 21:48:23
2
341
Meghan M.
77,990,969
3,837,778
Array value must start with "{" or dimension information when excute_values to jsonb column
<p>My codes</p> <pre><code>from psycopg2.extras import Json from psycopg2.extensions import register_adapter register_adapter(dict, Json) data = [{ 'end_of_epoch_data': ['GasCoin', [{'Input': 5}, {'Input': 6}, {'Input': 7}]], }] def get_upsert_sql(schema: str, table: str, columns: str, primary_keys: list | tuple...
<python><postgresql><psycopg2>
2024-02-13 21:30:22
1
9,056
BAE
77,990,956
5,837,992
Finding First and Last Values of a "Run" in Pandas
<p>I am trying to figure out the best way to get information on a &quot;run&quot; in pandas</p> <p>The sample code below returns the following results:</p> <p><a href="https://i.sstatic.net/8Lteh.png" rel="nofollow noreferrer"><img src="https://i.sstatic.net/8Lteh.png" alt="enter image description here" /></a></p> <pre...
<python><pandas><series>
2024-02-13 21:26:48
2
1,980
Stumbling Through Data Science
77,990,939
2,658,228
Unable to install packages in virtual environment VS Code
<p>I'm trying to install packages in a newly created virtual environment in VS Code. The environment is created and selected (highlighted in red in the below image) but <code>pip</code> is installing packages in the global environment instead:</p> <p><a href="https://i.sstatic.net/74TQT.png" rel="nofollow noreferrer"><...
<python><visual-studio-code><virtualenv>
2024-02-13 21:23:46
2
2,763
Gautam
77,990,870
3,448,136
Pylint in VSCode is not reading the configuration in settings.json
<p>I installed Pylint v2023.11.13481007 (pre-release) in VSCode 1.86.1 and it works in vanilla install, i.e., no config settings. I run VSCode on a Windows machine with a remote SSH connection to a Mac laptop, so the Pylint extension is enabled on the remote SSH host. The remote host is running Python 3.10.9 and Pylint...
<python><visual-studio-code><pylint>
2024-02-13 21:06:49
1
2,490
Lee Jenkins
77,990,860
6,943,622
Async Programming vs Multi-threading for multiple reads to postgres
<p>So I have a python script that is going to read a million or so rows from a csv file. With the data from each row, I am going to make at most two and at least one sql query to a table in postgres. I would like to introduce some parallelism to speed up the process. I'm not yet an expert in that regard so I would like...
<python><postgresql><parallel-processing><python-asyncio>
2024-02-13 21:04:38
1
339
Duck Dodgers
77,990,552
1,904,995
Cannot install/run pip install -U sentence-transformers
<p>I've tried to uninstall and reinstall the packages and several other dependencies.</p> <p>Here's my error:</p> <pre><code> Getting requirements to build wheel ... error error: subprocess-exited-with-error × Getting requirements to build wheel did not run successfully. │ exit code: 1 ╰─&gt; [31 lines of outp...
<python><pip><sentence-transformers>
2024-02-13 19:50:25
1
568
Head
77,990,420
1,912,104
How to create average value by group and assign loop ID to generate a polygon in a data frame?
<p>My data looks like this:</p> <pre class="lang-py prettyprint-override"><code>mydict = {'year' : [2010, 2010, 2011, 2011, 2010, 2010, 2011, 2011], 'region' : [1,1,1,1,2,2,2,2], 'group' : ['lower', 'upper', 'lower', 'upper', 'lower', 'upper', 'lower', 'upper'], 'var' : [10,20,30,40,50,60,...
<python><pandas>
2024-02-13 19:24:39
1
851
NonSleeper
77,990,385
19,816
Complex C++ lifetime issue in python bindings between C++ and numpy
<p>I'm looking for advice on how to handle a complex lifetime issue between C++ and numpy / Python. Sorry for the wall of text, but I wanted to provide as much context as possible.</p> <p>I developed <a href="https://github.com/pthom/cvnp" rel="nofollow noreferrer">cvnp</a>, a library that offers casts between bindings...
<python><c++><numpy><opencv><pybind11>
2024-02-13 19:15:36
2
4,111
Pascal T.
77,990,365
5,031,446
VSCode Test Debugger not stopping at breakpoints when using coverage
<p>I've started to use <code>pytest-cov</code> for coverage reporting. Using VSCode.</p> <p>This is how I set up my <code>pytest.ini</code> file so that every time I run tests from the VSCode test explorer, the coverage report gets updated:</p> <pre><code>[pytest] addopts = &quot;--cov=src/ --cov-report=lcov:lcov.info ...
<python><visual-studio-code><pytest><pytest-cov>
2024-02-13 19:12:16
3
393
Xoel
77,990,353
1,485,926
PyLong_Check() wrongly detecting PyBool type?
<p>I'm using <a href="https://docs.python.org/3/c-api/index.html" rel="nofollow noreferrer">Python C API</a> in my C++ program. I have a function like this one (simplified) that returns the a string with the type of a given PyObject passed as argument:</p> <pre><code>#include &lt;Python.h&gt; static std::string getPyO...
<python><python-c-api>
2024-02-13 19:10:37
1
12,442
fgalan
77,990,093
7,700,802
Creating a pandas dataframe from a dictionary with unique structure
<p>I have this dictionary:</p> <pre><code>{'CC OTH 00009438 2023 TR.2a1e3e6f-58c4-4166-93ea-96073626dccb.pdf_Rebate-Count': 'Two rebate types', 'CC OTH 00009438 2023 TR.2a1e3e6f-58c4-4166-93ea-96073626dccb.pdf_Rebate-Spec-CashCredit': 'Credit Note', 'CC OTH 00009438 2023 TR.2a1e3e6f-58c4-4166-93ea-96073626dccb.pdf_Re...
<python><pandas>
2024-02-13 18:18:26
5
480
Wolfy
77,989,853
3,828,463
ctypes.ArgumentError Don't know how to convert parameter 1
<p>I am getting this error (applying to x in the call to f in the definition of fun(x)):</p> <pre><code>ctypes.ArgumentError: argument 1: &lt;class 'TypeError'&gt;: Don't know how to convert parameter 1 </code></pre> <p>when running this code:</p> <pre><code>import ctypes as ct lib = ct.CDLL('x64\\Debug\\main2.dll') f ...
<python><fortran>
2024-02-13 17:34:48
1
335
Adrian
77,989,852
824,954
Run custom function to generate choices in cookiecutter.json
<p>I need to generate choices for a cookiecutter at runtime that reflect the programs available on a system. The code to do so is ≈30 lines, and thus too complicated to be placed in <code>cookiecutter.json</code>. Where should it be placed and how should it be invoked?</p> <p>e.g. <code>cookiecutter.json</code></p> <pr...
<python><jinja2><cookiecutter>
2024-02-13 17:34:37
1
2,484
Jonathon Vandezande
77,989,783
2,587,422
Custom sqlalchemy visitor not registered
<p>I have a Postgres DB maintained via SQLAlchemy/Alembic, to which I want to add a new column of type array. I'm trying to follow this page of the SQLAlchemy documentation: <a href="https://docs.sqlalchemy.org/en/20/core/compiler.html" rel="nofollow noreferrer">https://docs.sqlalchemy.org/en/20/core/compiler.html</a><...
<python><postgresql><sqlalchemy><alembic>
2024-02-13 17:22:23
1
315
Luigi D.
77,989,646
9,403,186
Connecting to an On-prem Database from within Snowflake
<p>Can a connection to an on-prem database (e.g. Sybase) be made directly from Snowflake, or does it need to be made external to Snowflake? E.g., I know I can make a connection to my DB in some AWS compute (EMR, Lambda, EC2) and then load that data into Snowflake by opening a connection to Snwoflake, but I'm not sure I...
<python><snowflake-cloud-data-platform><cloud><etl>
2024-02-13 16:58:35
1
633
Python Developer
77,989,616
3,502,079
pyqtgraph: how to make simple plot in vs code?
<p>I am new to pyqtgraph but I cannot get it to work. I run the following code in VS code as a jupyter cell:</p> <pre><code># %% import pyqtgraph as pg import numpy as np x = np.linspace(0,10) y = np.linspace(0,10) X, Y = np.meshgrid(x, y) img = np.sin(X)*np.sin(Y) pg.image(img) </code></pre> <p>Then I get a frozen cel...
<python><visual-studio-code><plot><pyqtgraph>
2024-02-13 16:53:44
1
392
AccidentalTaylorExpansion
77,989,391
541,729
How do I extract data from a document using the OpenAI API?
<p>I want to extract key terms from rental agreements.</p> <p>To do this, I want to send the PDF of the contract to an AI service that must return some key terms in JSON format.</p> <p>What are some of the different libraries and companies that can do this? So far, I've explored the OpenAI API, but it isn't as straight...
<python><artificial-intelligence><openai-api><openai-assistants-api>
2024-02-13 16:13:32
1
7,341
Kritz
77,989,376
10,224,533
Using user defined functions in pandas eval
<p>I'm trying to use my custom function within pandas eval. It works properly for limited use:</p> <pre class="lang-python prettyprint-override"><code>basic_df = DataFrame({&quot;A&quot;:[1,2,3,4,5],&quot;B&quot;:[20,40,60,100,90], &quot;C&quot;:[&quot;C1&quot;,&quot;C2&quot;,&quot;C3&quo...
<python><pandas><parsing><eval>
2024-02-13 16:11:07
1
303
Konstanty Maciej Lachowicz
77,989,371
893,254
Should Python properties use underscores as a name prefix?
<p>Take a look at <a href="https://realpython.com/python-getter-setter/" rel="nofollow noreferrer">this article</a>, which explains Python Properties.</p> <p>(You can access it via archive.ph to get around the paywall.)</p> <p>In the article the following code is presented:</p> <pre><code># employee.py from datetime i...
<python><properties>
2024-02-13 16:10:10
2
18,579
user2138149
77,989,271
306,381
Unable to run Connexion 3 /w Flask - Middleware loads swagger twice
<p>I have created a openapi.yml file and initiated a connexion app and started the app without any errors.</p> <p>My directory structure is as follows:</p> <pre><code>/my_app /app __init__.py /api __init__.py api.py # My API endpoint implementations /models ...
<python><flask><swagger><openapi><connexion>
2024-02-13 15:54:02
0
473
Qedrix
77,989,265
4,699,441
Pydantic/JSON: do not serialize fields with default value
<p>I have a class with a member that has a default value.</p> <p>I do not wish the default value to be part of the serialization.</p> <p>Example:</p> <pre><code>import json from typing import List from pydantic import BaseModel from pydantic.json import pydantic_encoder class Animal(BaseModel): name: str legs: i...
<python><json><pydantic><pydantic-v2>
2024-02-13 15:53:13
1
1,078
user66554
77,989,093
5,722,359
"isinstance() and not" vs "==" for checking x=()
<p>I want an if-statement to check if <code>x</code> is an empty tuple.</p> <p>Is there any significant advantage of writing the if-statement as</p> <pre class="lang-py prettyprint-override"><code>if isinstance(x, tuple) and not x: </code></pre> <p>vs</p> <pre class="lang-py prettyprint-override"><code>if x == (): </co...
<python>
2024-02-13 15:25:46
2
8,499
Sun Bear
77,988,462
2,558,463
Azzure AD JWT validation: signature verification failed
<p>i stumbled in a problem, i have this JWT verification code:</p> <pre><code>def validate_access_token(self, access_token): jwks_url = f&quot;{self.authority}/discovery/v2.0/keys&quot; # Fetch keys from the JWKS endpoint response = requests.get(jwks_url) jwks_data = response.json() ...
<python><azure-active-directory><jwt><fastapi>
2024-02-13 13:54:57
1
511
galih
77,988,452
2,882,125
Assigning Pydantic Settings Fields not by alias even when environment variable is defined
<p>I’d like to be able to create a Pydantic Settings object where the environment variable can be overriden if desired. In the example below the constructor call for <code>user_3</code> fails:</p> <pre class="lang-py prettyprint-override"><code>from pydantic import Field from pydantic_settings import BaseSettings, Sett...
<python><pydantic><pydantic-settings>
2024-02-13 13:52:54
1
390
RonenKi
77,988,426
8,284,452
Why did mamba keep older version of package's files in /pkgs directory upon update to newer version?
<p>I updated a python package using mamba to a newer version, but I found it kept the files of the older version in the <code>mamabforge/pkgs</code> directory. Why would it do this and what is the proper way to update packages so it completely removes the older version?</p> <p>I was updating the <code>libcurl</code> pa...
<python><conda><mamba><mini-forge><mambaforge>
2024-02-13 13:49:17
1
686
MKF
77,988,380
22,221,987
Convert local coordinate system to global system and vice versa
<p>I'm trying to convert local coordinate system to global coordinate system and vise versa.<br /> I have 3 position coordinates and 3 rotating angles, so my input is <code>(X, Y, Z, RX, RY, RZ)</code>.</p> <p>I'm trying to understand the theory of this process, but I don't have enough experience in math science to ext...
<python><math><matrix><linear-algebra><coordinate-systems>
2024-02-13 13:44:11
1
309
Mika
77,988,374
1,014,217
torch.cuda.OutOfMemoryError: CUDA out of memory. Tried to allocate 112.00 MiB
<p>I have a big compute, 448gb of ram and 4 GPUS and I am executing this code:</p> <pre><code>import torch import pandas as pd from pyspark.sql.functions import pandas_udf from pyspark.sql.types import StringType from pyspark.sql import SparkSession from transformers import pipeline # Initialize the SparkSession spark...
<python><pandas><apache-spark><pyspark><pytorch>
2024-02-13 13:42:51
0
34,314
Luis Valencia
77,988,116
8,848,025
Using regular expressions in Python to find specific word
<p>I have following lines (the order of lines can be different, there can be other similar lines as well). And I would like to replace <code>&quot;sid&quot;</code> with <code>&quot;tempvalue&quot;</code> taking into an account that <code>&quot;sid&quot;</code> can be surrounded by any symbol except for letters and digi...
<python><python-re>
2024-02-13 13:01:32
1
720
Prokhozhii
77,988,008
14,636,729
How to read scalar, vector and matrix information in string format resembling Python syntax in R?
<p>I have strings that contain scalars, vectors, and matrices, e.g.</p> <p>&quot;[0,1],[[1,2],[3,4]],42&quot;</p> <p>And following the same example, that input in R should give me this:</p> <pre><code>[[1]] [1] 0 1 [[2]] [,1] [,2] [1,] 1 3 [2,] 2 4 [[3]] [1] 42 </code></pre> <p>So the notation is sim...
<python><r><parsing><matrix>
2024-02-13 12:45:35
1
653
Aku-Ville Lehtimäki
77,987,920
5,820,814
Pandas: Explode a list of nested dictionaries column and append as new rows
<p>Please consider the below dict for example:</p> <pre><code>d2 = [{'event_id': 't1', 'display_name': 't1', 'form_count': 0, 'repetition_id': None, 'children': [{'event_id': 't_01', 'display_name': 't(1)', 'form_count': 1, 'repetition_id': 't1', 'children': [], 'forms': [{'form_id': 'f1', ...
<python><pandas><nested>
2024-02-13 12:29:40
1
34,176
Mayank Porwal
77,987,566
3,077,037
How can I load excel in visio using python?
<p>I have an excel file containing columns: Process step ID, Process step description, Next step ID, Connector label, Shape type, Function, Phase.</p> <p>It has everything required. I want to load it in visio and map the columns to corresponding types and then generate flow. I can do it manually using opening visio-&gt...
<python><visio>
2024-02-13 11:30:40
1
940
Nazmul Hasan
77,987,511
7,454,177
Why is this type annotation not showing up in FastAPI?
<p>This is one of the endpoints in my FastAPI application:</p> <pre><code>@router.get(&quot;/&quot;, response_model=Page[DeviceConfigSchemaOUT]) async def get_device_configs( search: str | None = None, page: int = 1, size: int = 50, ) -&gt; Any: ... </code></pre> <p>Which shows up like this in Swagger:<...
<python><fastapi><python-typing>
2024-02-13 11:22:25
1
2,126
creyD
77,987,451
18,030,965
Django - How to use AJAX within a form
<p>I'm trying to use AJAX for the first time as we have a Django project but a required feature is for one form to behave more like a react app or SPA so I'm trying to use AJAX to add that functionality. I have the following template for the page. It has a form to let the user select from a dropdown what their highest ...
<javascript><python><django><ajax><django-rest-framework>
2024-02-13 11:11:04
0
351
Jack Duffy
77,987,420
1,922,302
Get real count of solutions of MIP Gurobi model
<p>I have a MIP model that was already solved to some extent with a time limit, and now I want to get exactly one more solution.</p> <p>One way to produce one additional solution is to keep doing this from the beginning by incrementing <code>model.Params.SolutionLimit</code> one by one.</p> <p>But in my situation I don...
<python><optimization><gurobi><mixed-integer-programming>
2024-02-13 11:04:35
0
953
johk95
77,987,278
4,575,197
Feature selection using backward feature selection in scikit-learn and PCA
<p>i have calculated the scores of all the columns in my DF,which has 312 columns and 650 rows, using PCA with following code:</p> <pre><code>all_pca=PCA(random_state=4) all_pca.fit(tt) all_pca2=all_pca.transform(tt) plt.plot(np.cumsum(all_pca.explained_variance_ratio_) * 100) plt.xlabel('Number of components') plt.g...
<python><pca><feature-selection>
2024-02-13 10:42:34
1
10,490
Mostafa Bouzari
77,987,277
6,649,591
How can I build an embedding encoder with FastAPI
<p>I just want to use a pre-trained open source embedding model from SentenceTransformer for encoding plain text.</p> <p>The goal is to use swagger as GUI - put in a sentence and get out embeddings.</p> <pre><code>from fastapi import Depends, FastAPI from pydantic import BaseModel from sentence_transformers import Sent...
<python><fastapi><word-embedding>
2024-02-13 10:42:23
1
487
Christian
77,987,186
350,685
Unable to get flask_mysqldb to work with python 3.x
<p>I have a <code>flask</code> application that uses <code>flask_mysqldb</code> to connect with database. I had imported <code>MySQLdb</code> and <code>flask_mysqldb</code> packages to use. Some update today morning screwed this. I had to replace <code>MySQLdb</code> with <code>pymysql</code> because it is not compatib...
<python><mysql-python><flask-mysql>
2024-02-13 10:28:18
0
10,638
Sriram
77,987,163
5,346,843
Change logging level dynamically in Python
<p>I am logging messages from various modules and want to change the log level dynamically. The code snippet is</p> <pre><code>import logging logging.basicConfig(filename='my_log.log', filemode='w', encoding='utf-8', level=logging.WARNING, force=True) # Code here that works so only worry about WARNINGs # .... # Code...
<python><logging>
2024-02-13 10:25:24
0
545
PetGriffin
77,986,991
1,189,330
Errno 111 Connection refused from web.archive.org
<p>Does web.archive.org have any limits?</p> <p>I'm trying to pump pages out of webarchive with pause using python. But after less than a minute I get an error:</p> <pre><code>ConnectionRefusedError: [Errno 111] Connection refused The above exception was the direct cause of the following exception: NewConnectionError...
<python>
2024-02-13 09:54:37
1
1,304
IvanS
77,986,897
16,798,185
Dynamically derive dataframe names for assignment
<p>I have array of columns. For each of the column in the array, I need to perform same operation and create in a separate dataframe. So that later these dataframes can be merged/joined into one.</p> <p>with below, getting error : cannot assign to expression here. Maybe you meant '==' instead of '='?</p> <p>I get that ...
<python><apache-spark><pyspark>
2024-02-13 09:39:46
2
377
user16798185
77,986,845
10,695,613
I am training an autoencoder for anomaly detection. How can I incorporate anomalous data in training using a custom loss function?
<p><a href="https://arxiv.org/pdf/1903.10709.pdf" rel="nofollow noreferrer">This</a> paper suggests the following algorithm that incorporates anomalous data points into the training process:</p> <p>Algorithm 1 Autoencoding Binary Classifiers</p> <pre><code>while not converged do: Sample minibatch {(x1, y1), · · · , (...
<python><tensorflow><keras>
2024-02-13 09:33:15
1
405
BovineScatologist
77,986,837
19,318,120
Celery Redis how to prevent task acknowledge if raised an exception
<p>I want to prevent celery from acknowledging task if it raised an exception</p> <p>setting acks_late didn't make any difference</p> <pre><code>@app.task(acks_late=True) def send_mail(data): raise Exception </code></pre> <p>I tried doing the following</p> <pre><code>class CeleryTask(celery.Task): def on_failu...
<python><redis><celery>
2024-02-13 09:31:42
0
484
mohamed naser
77,986,775
10,053,485
Pydantic / FastAPI, how to set up a case-insensitive model with suggested values
<p>Using FastAPI I have set up a POST endpoint that takes a command, I want this command to be case insensitive, while still having suggested values (i.e. within the SwaggerUI docs)</p> <p>For this, I have set up an endpoint with a <code>Command</code> class as a schema for the POST body parameters:</p> <pre class="lan...
<python><fastapi><pydantic>
2024-02-13 09:22:47
3
408
Floriancitt
77,986,643
1,980,208
how to execute multiple functions in pandas groupby processing
<p>I am calculating <code>pct_change</code> in pandas groupby but from the first element of each group. Hence i am using <code>cumprod()</code>. I already have a working code but it is little ugly. How can i use <code>pct_change()</code> and <code>cumprod()</code> in one liner.</p> <p><strong>My code:</strong></p> <pre...
<python><pandas>
2024-02-13 08:59:21
1
439
prem
77,986,459
6,839,853
how to decompress and write to disk lz4 compressed OS image
<p>I am trying to fetch an OS image with pycurl and write the decompressed data to disk. With gzip it is straight forward, only with lz4 formats I face issues, it seems the write_lz4(buf) decompresses and writes to disk, only when I try to resize the partition, I get an error:</p> <blockquote> <p>entries is 0 bytes, bu...
<python><zlib><pycurl><lz4>
2024-02-13 08:24:58
1
625
Max
77,986,253
10,570,372
List is invariant because it violates LSP?
<p>Python's type system says that list is invariant, and that <code>List[int]</code> is not a subtype of <code>List[float]</code>.</p> <p>Here's the Python code snippet:</p> <pre class="lang-py prettyprint-override"><code>def append_pi(lst: List[float]) -&gt; None: lst += [3.14] my_list = [1, 3, 5] # type: List[i...
<python><python-typing><liskov-substitution-principle><invariance>
2024-02-13 07:44:22
0
1,043
ilovewt
77,986,231
3,828,463
Linking Python to a complex Fortran model which needs to return to the caller
<p>I have a complex model written in Fortran which is a self contained entity which reads an input file, allocates memory for all the data structures, initializes the model, provides guesses to the solution, uses a derivative-based solver to solve the nonlinear equations, and populates the output structures, deallocate...
<python><fortran>
2024-02-13 07:40:09
0
335
Adrian
77,986,158
2,711,059
Getting Empty Result while trying to read S3 bucket file using boto3
<p>I am trying to access a CSV file from S3 bucket by using the following code in python</p> <pre><code>s3=boto3.client('s3') _data=s3.get_object(Bucket='ml-titanic-dataset',Key='test_data/test.csv') _data['Body'].read().decode('utf-8') </code></pre> <p>I am getting the result as empty but i have data inside the mapped...
<python><amazon-s3><boto3>
2024-02-13 07:25:57
0
5,268
Lijin Durairaj
77,985,988
10,795,596
how to avoid string with certain words before #
<p>I have to find strings doesn't have either of words(as word boundaries) abc, def or ghi anywhere before # using regex in python</p> <p><strong>he is abc but # not xyz</strong> - no match</p> <p><strong>he is good # but small</strong> - match</p> <p><strong>he might ghi but # not abc will</strong> - no match</p> <p>...
<python><regex>
2024-02-13 06:51:35
1
332
Cassius Clay
77,985,422
9,776,466
Is regex in python different with regex in other system like PostgreSQL?
<p>I have this code to parsing street and house number in Python</p> <pre><code>import re def parse_street(address): pattern = r'^(.*?)(?i)\b no\b' match = re.match(pattern, address) if match: return match.group(1).strip() else: return None def parse_housenumber(address): pattern...
<python><regex><postgresql>
2024-02-13 03:24:58
1
561
Hermawan Wiwid
77,985,337
4,898,202
How can I calculate the difference between two named columns in a huge CSV file, then save the results to a second CSV file?
<p>I have a CSV file containing almost 200 million rows (gigabytes of data). It has only 5 columns. I want to iterate over the data and do simple calculations, first between columns, but then between rows.</p> <p>Sample data:</p> <pre><code>DateTime,Width,Length,Count,Age 01.01.2010 00:00:00,0.55,0.25,1,4 07.02.2010 00...
<python><pandas><dataframe><statistics><bigdata>
2024-02-13 02:47:00
1
1,784
skeetastax
77,985,260
1,887,281
Concurrency issue with writing batches via AIOFile - output file data getting corrupted
<p>I'm having trouble concurrently writing to a couple of files. I tried adding locks to prevent a race condition on the writes, and I verified that the data is valid when it enters the <code>write_batches</code> method, but when I check the data in either of the output files, it's all messed up. It appears that each w...
<python><python-asyncio>
2024-02-13 02:17:28
1
5,144
devinbost
77,985,182
7,587,176
Reshaping DataFrame; Melt/Pivot
<p>Body:</p> <p>Problem:</p> <p>I have a wide DataFram that I'm struggling to reshape and aggregate using pandas.</p> <p>Sample Data:</p> <div class="s-table-container"><table class="s-table"> <thead> <tr> <th>Unnamed: 1</th> <th>Unnamed: 2</th> <th>Unnamed: 3</th> </tr> </thead> <tbody> <tr> <td>Bezeichnung (Bezirksre...
<python><pandas><transformation><data-modeling>
2024-02-13 01:43:25
1
1,260
0004
77,985,008
816,566
How to migrate from python 2.7 urllib2.Request to python 3.10 urllib.requests.Request, and encode data in a compatible way?
<p>I'm trying to port some code from python 2.7 which uses <code>urllib2.Request</code>, to python 3.10, and use the newer <code>json.dumps()</code> function and the <code>urllib.requests.Request</code> class. My problem is that the server accepts Posts from the original code, but fails with an in internal 500 error wh...
<python><json><request><urllib>
2024-02-13 00:29:54
1
1,641
Charlweed
77,984,922
395,857
How can I get the embedding of a document in langchain?
<p>I use the langchain Python lib to create a vector store and retrieve relevant documents given a user query. How can I get the embedding of a document in the vector store?</p> <p>E.g., in this code:</p> <pre><code>import pprint from langchain_community.vectorstores import FAISS from langchain_community.embeddings imp...
<python><nlp><langchain><word-embedding>
2024-02-12 23:59:51
1
84,585
Franck Dernoncourt
77,984,857
23,393,520
Paho MQTT "Unsupported callback API version" error
<p>I am trying to implement Paho Python MQTT and connect to an online broker but the code seems to through an error.</p> <blockquote> <p>ValueError: Unsupported callback API version: version 2.0 added a callback_api_version, see migrations.md for details</p> </blockquote> <p>I was trying to implement a simple paho clie...
<python><mqtt><mosquitto><paho><hivemq>
2024-02-12 23:35:44
5
349
user330720
77,984,737
1,730,405
Python socket servers don't see abrupt disconnect when using docker network
<p>When running a socket server and client in python, an abrupt disconnect by the client is handled differently by the server when running both locally versus running both in docker containers and through a docker network. If it matters, all of these tests are done on a Linux machine.</p> <p>Here is a simple socket ser...
<python><docker><sockets><docker-compose>
2024-02-12 22:58:22
2
391
Elias Benevedes
77,984,729
21,313,539
ImportError: cannot import name 'VectorStoreIndex' from 'llama_index' (unknown location)
<p>I ran into this problem when I was trying to import the following libraries and it is giving the error &quot;ImportError: cannot import name 'VectorStoreIndex' from 'llama_index' (unknown location)&quot;</p> <p>I ran this exact same code in the morning and it worked perfectly.</p> <p>I did <code>!pip install llama_i...
<python><jupyter-notebook><amazon-sagemaker><huggingface><llama-index>
2024-02-12 22:56:20
7
471
lat
77,984,545
6,843,153
How to fulfill ABC class definition of abstract properties in child class in Python
<p>I have the following abc class:</p> <pre><code>class Logger(ABC): @abstractproperty def filename_prefix(self): pass @abstractproperty def trace_id_length(self): pass @abstractproperty def run_id_length(self): pass def __init__(self): self._load_history()...
<python><abstract-class>
2024-02-12 22:01:47
0
5,505
HuLu ViCa
77,984,347
1,018,447
Pydantic 2: JSON serialize a set to a sorted list
<h3>Context</h3> <p>In Pydantic 2, fields of type <code>set</code> are already JSON-serialized to lists. However, these lists are unordered. Or, more specifically, their items are ordered according to internal ordering of the original set.</p> <p>Unfortunately, even when two sets contain the same items, their internal ...
<python><serialization><pydantic>
2024-02-12 21:11:24
1
957
Peter Bašista
77,984,323
356,630
cross compiled numpy with clang depends on libgcc_s.so.1
<p>I am trying to cross compile numpy for an different platform using a clang-based cross compiler toolchain. I have built a custom version of python that runs on the target platform, and trying to use crossenv make a wheel of numpy. Even though the underlying compiler that I am using is clang (both host-python and bui...
<python><numpy><clang><cross-env>
2024-02-12 21:06:06
1
1,618
Lawrence Kok
77,984,267
11,248,638
Expanding Rows in Pandas DataFrame based on Time Intervals, Accounting for Optional Breaks
<p>I have a Pandas DataFrame representing timesheets with start and end times, as well as optional rest and meal break intervals. My goal is to expand a single row into multiple rows with correct intervals. It's worth noting that:</p> <ul> <li>A timesheet might not have any breaks.</li> <li>A timesheet might have only ...
<python><pandas><dataframe><datetime>
2024-02-12 20:52:13
1
401
Yara1994
77,984,234
3,007,075
pandas rolling window apply function to dataframe slice?
<p>Without indexing and for/while loops, I'd like to apply a function to a rolling window on my dataframe, that returns a row, for what will become a new dataframe (or extra columns on my previous one). The best method I've found so far is the one below:</p> <pre class="lang-py prettyprint-override"><code>import numpy ...
<python><pandas><dataframe>
2024-02-12 20:43:34
1
1,166
Mefitico
77,983,855
7,587,176
CKAN Data Extraction via API
<p><strong>Goal:</strong> Extract Berlin Crime Data via CKAN.</p> <p>Can you anyone help me write a basic api request to validate that you can return the data documented here via CKAN? I am having trouble understanding how to adjust the url when it is not demo data. The goal is to extract berlin crime data : <a href="h...
<python><ckan><opendata>
2024-02-12 19:28:00
0
1,260
0004
77,983,736
15,176,150
Can MLFlow be used without the `with mlflow.start_run()` block?
<p>I want to track an entire notebook and log the parameters of cleaning steps that occur before training a model. I'd like to use <a href="https://mlflow.org/docs/latest/index.html" rel="nofollow noreferrer"><code>mlflow</code></a> to do it, but on all the docs it looks like you have to track models using this format:...
<python><machine-learning><mlflow><mlops>
2024-02-12 19:05:13
1
1,146
Connor
77,983,609
1,711,271
merge some columns in a Polars dataframe and duplicate the others
<p>I have a similar problem to <a href="https://stackoverflow.com/q/77982046/1711271">how to select all columns from a list in a polars dataframe</a>, but slightly different:</p> <pre><code>import polars as pl import numpy as np import string rng = np.random.default_rng(42) nr = 3 letters = list(string.ascii_letters) ...
<python><concatenation><python-polars>
2024-02-12 18:36:51
2
5,726
DeltaIV
77,983,552
2,384,982
How to slice 2D array from 3D array using a 2D array that represents the indices for the first dimension?
<p>Create a sample 3D array with shape (10, 33, 66)</p> <p><code>data_3d = np.random.random((10, 33, 66))</code></p> <p>Create a 2D index array with shape (33, 66) representing indices for the first dimension</p> <p><code>index_2d = np.random.randint(0, 10, size=(33, 66))</code></p> <p>How to slice a 2D array with shap...
<python><arrays><numpy>
2024-02-12 18:25:25
1
371
Yu Guo
77,983,466
6,498,753
scipy lognorm does not converge to params
<p>I have manually fitted a lognormal distribution to my data:</p> <pre><code>from scipy.stats import lognorm sigma = 0.15 mu = 2 x_fit = np.linspace(x.min(), x.max(), 100) y_fit = lognorm.pdf(x_fit, sigma, scale=np.exp(mu)) fig, ax = plt.subplots() plt.plot(x_fit, y_fit, color='red') </code></pre> <p><a href="https:/...
<python><scipy><curve-fitting><distribution><scipy-optimize>
2024-02-12 18:10:17
1
461
Roland
77,983,362
9,582,542
Unable to use scrapy to login into Instagram
<p>I am trying to use scrapy to log into Instagram to scan and read comments but I cant seem to be able to login looks likr the request gets blocked by a bot. Is there a better way to attempt the scrapy login?</p> <pre><code>url = 'https://www.instagram.com/accounts/login' request = scrapy.Request(url,method='GET') fet...
<python><scrapy>
2024-02-12 17:47:37
0
690
Leo Torres