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2025-11-01 19:08:18
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79,565,542
58,347
Using typing.assert_never() with abstract base classes to ensure full coverage
<p>I have an abstract base class <code>ParserNode</code>, with a bunch of concrete subclasses (<code>StartTag</code>, <code>RawText</code>, etc).</p> <p>I have a function that takes a ParserNode and does different things based on which subtype it is. I'd like to ensure that mypy will complain if I ever add a new <code>...
<python><python-typing><mypy>
2025-04-10 00:30:31
1
18,453
Tab Atkins-Bittner
79,565,521
8,284,452
What is the data_vars argument of xarray.open_mfdataset doing?
<p>I have two datasets with identical dimension names and shapes and I am trying to use <code>xarray.open_mfdataset()</code> to merge them into one dataset before opening them. You can drop this code in your own IDE if you want to play with it:</p> <pre class="lang-py prettyprint-override"><code>import xarray as xr imp...
<python><python-xarray><netcdf>
2025-04-10 00:09:21
0
686
MKF
79,565,427
1,267,780
Pydantic CLIApp/CLISubCommand with Env Vars
<p>I am currently building a CLI using <a href="https://docs.pydantic.dev/latest/concepts/pydantic_settings/" rel="nofollow noreferrer">Pydantic</a>. One of the sub commands has 2 parameters I would like to load via an Env variable. I was able to load the environment variables on its own when I instantiated the class d...
<python><pydantic><pydantic-settings>
2025-04-09 22:30:14
1
3,695
CodyK
79,565,407
2,289,986
How to read 10-K XBRL file using python?
<p>What I tried: I could save a 10-K XBRL file in text format and read line by line to extract various sections.</p> <p>Requirement: I want to separate text from tables from 10-K.</p> <p>Problem: For this I need to use the html and it has complex structure. And extracting text and tables seems complex with beautifulsou...
<python><xbrl>
2025-04-09 22:10:08
2
524
Chandra
79,565,269
5,166,365
OpenSCAD for Mac (M1 + Rosetta 2), brew, This application failed to start because it could not find or load the Qt platform plugin "cocoa" in ""
<p>So, I downloaded openscad via <code>brew install openscad</code>, but when I run openscad CLI I get</p> <pre><code>This application failed to start because it could not find or load the Qt platform plugin &quot;cocoa&quot; in &quot;&quot;. </code></pre> <p>I saw some bug reports indicating that this may be a known b...
<python><macos><qt><homebrew><openscad>
2025-04-09 20:21:39
1
1,010
Michael Sohnen
79,565,204
17,729,094
Transpose 2d Array elements in a column
<p>I have a dataframe like:</p> <pre><code># /// script # requires-python = &quot;&gt;=3.13&quot; # dependencies = [ # &quot;numpy&quot;, # &quot;polars&quot;, # ] # /// import numpy as np import polars as pl n_rows = 5 a = np.random.uniform(size=n_rows).astype(np.float32) b = np.random.uniform(size=(n_rows,...
<python><python-polars><polars>
2025-04-09 19:31:12
2
954
DJDuque
79,565,121
4,606,149
TensorFlow `next()` hangs in infinite loop after `take(1)`
<p>When using TensorFlow's <code>tf.data.Dataset.take(1)</code> to get the first element of a dataset and then attempting to retrieve this element using <code>iter()</code> and <code>next()</code>, the <code>next()</code> call enters an infinite loop if the <code>pandas</code> library is imported <em>before</em> <code>...
<python><pandas><tensorflow>
2025-04-09 18:47:48
1
1,511
J.E.K
79,565,063
1,938,552
Does pyopencl transfer arrays to host memory implicitly?
<p>I have AMD GPU. I'm using pyopencl. I have a context and a queue. Then I created an array:</p> <pre><code>import pyopencl import pyopencl.array ctx = pyopencl.create_some_context(interactive=False) queue = pyopencl.CommandQueue(ctx) array = pyopencl.array.empty(queue, [10], dtype=float) print(array) </code></pre> <p...
<python><gpu><opencl><pyopencl>
2025-04-09 18:21:56
1
1,059
haael
79,564,589
16,383,578
How to find all grid points that correspond to non-reduced fractions in a square?
<p>Given a positive integer N, we can label all grid points in the square N x N, starting at 1, the total number of grid points is N x N, and the grid points are <code>list(itertools.product(range(1, N + 1), repeat=2))</code>.</p> <p>Now, I want to find all tuples <code>(x, y)</code> that satisfies the condition x/y is...
<python><algorithm><math><number-theory>
2025-04-09 14:19:47
4
3,930
ฮžฮญฮฝฮท ฮ“ฮฎฮนฮฝฮฟฯ‚
79,564,452
5,168,534
Format String based on List of Dictionaries
<p>I have string which needs to be substituted with values from a list of dictionaries. The size of the list can vary. Based on the size of the list, the string will be repeated because accordingly the data from the list will be substituted.</p> <p>e.g. string is like</p> <pre><code>str_template = ''' Part 1: {} Part 2...
<python>
2025-04-09 13:23:41
2
311
anshuk_pal
79,564,236
2,281,751
Can olmocr Run on Two 12 GB Titan X GPUs?
<p>Iโ€™m trying to run olmocr (<a href="https://github.com/allenai/olmocr" rel="nofollow noreferrer">https://github.com/allenai/olmocr</a>) locally, which requires a GPU with 20 GB RAM. I have two Titan X GPUs (12 GB each). When I run it, I get:</p> <pre><code>ERROR:olmocr.check:Torch was not able to find a GPU with at l...
<python><pytorch><gpu><ocr>
2025-04-09 11:38:51
0
756
Dandelion
79,564,149
2,894,535
Automatically encode/decode ctypes argument and return value
<p>I have a shared library exposing a function:</p> <pre class="lang-c prettyprint-override"><code>const char* foo(const char* s); </code></pre> <p>To call it from Python using ctypes, I can do the following:</p> <pre class="lang-py prettyprint-override"><code>import ctypes foo = ctypes.cdll.LoadLibrary('foo.so') foo....
<python><dll><ctypes>
2025-04-09 10:52:04
1
3,116
Dominik Kaszewski
79,563,745
2,148,420
Databricks merge issue with null values
<p>I'm merging two delta tables with databricks and one struct in the target delta table isn't merged as expected.</p> <p>On the source delta table I have data as follow:</p> <pre class="lang-json prettyprint-override"><code>{ id: '123', artist: { song: { id: null, name: null, country: null ...
<python><pyspark><merge><databricks>
2025-04-09 07:48:25
1
1,758
Yabada
79,563,650
3,381,215
ImportError: Error importing numpy: you should not try to import numpy from its source directory
<p>I'm starting a new Python project, I made the following pyproject.toml file (using poetry):</p> <pre class="lang-ini prettyprint-override"><code>[tool.poetry] name = &quot;snaqs&quot; version = &quot;3.0.0&quot; description = &quot;A minimal rewrite of Philips' snaqs for DCDC Tx&quot; authors = [&quot;Freek van Heme...
<python><numpy><python-poetry><nix>
2025-04-09 06:51:15
1
1,199
Freek
79,563,224
12,702,027
Python narrow class type variable in method
<p>I'm trying to emulate Rust's</p> <pre class="lang-rs prettyprint-override"><code>impl&lt;T&gt; Trait for Struct&lt;T&gt; where T: Bound </code></pre> <p>(assuming <code>Struct</code> does not bound its type variable, as is <a href="https://stackoverflow.com/questions/49229332/should-trait-bounds-be-duplicated-in-str...
<python><python-typing>
2025-04-08 23:48:48
1
386
Jason
79,563,158
9,102,437
"User directory already in use" Selenium Python
<p>I am aware that there are other questions like this one on the site, but I have found that they are trying to do a different thing and the solution is not applicable to my case. The issue is that I want to run a few instances of chrome simultaneously which works fine right now, but I would also like to save the data...
<python><python-3.x><selenium-webdriver>
2025-04-08 22:31:22
1
772
user9102437
79,563,063
7,340,304
Different number of __init__ calls for almost the same __new__ implementation
<p>My goal is to create a Factory class that will produce instances of slightly different classes based on <code>real_base</code> parameter. For simplicity I pass new base class directly, in reality base class would have been determined based on input parameter with some complex logic. The problem is that if I use same...
<python><python-3.x><oop><init>
2025-04-08 21:13:26
0
591
Bohdan
79,563,051
3,817,456
What is the difference between numpy.atan and numpy.arctan?
<p>When looking for the 2-pi range version of np.atan (which turns out to be np.atan2) I found that there's a np.arctan as well - is there some difference between np.arctan and np.atan? The test below doesn't seem to show any difference between atan and arctan , or between atan2 and arctan2:</p> <pre><code>import nump...
<python><numpy>
2025-04-08 21:03:34
2
6,150
jeremy_rutman
79,562,820
9,715,816
Django with a single db raises "the current database router prevents this relation" when intializing model
<p>In django I have the following database models:</p> <ul> <li><code>ParentA</code></li> <li><code>ParentB</code></li> <li><code>Connector</code> which has a foreign key that references the model <code>ParentA</code> and a foreign key that references the model <code>ParentB</code></li> </ul> <p>The <code>Connector</co...
<python><django>
2025-04-08 18:40:25
1
2,019
Charalamm
79,562,760
2,266,881
Read logs from cloud run function in python
<p>As the title says, it's possible/how can i read, using python, the logs from a Cloud Run function?</p> <p>My guess is that, somehow, it can be done with the logging module from google.cloud, but it seems they are for the logging console only.</p>
<python><google-cloud-platform>
2025-04-08 18:05:36
1
1,594
Ghost
79,562,726
14,833,503
IRFs Appear Reversed in RBC Model Simulation - Problem with Recursive Shock Application?
<p>I'm trying to simulate a fairly standard RBC model. The equations used in the code are all correct based on the chosen specification, so my question relates more to the implementation side.</p> <p>Specifically, I want to use the technology shock generated in z_hat:</p> <pre><code># Generate the autoregressive proces...
<python><optimization><dynamic><economics>
2025-04-08 17:40:12
0
405
Joe94
79,562,711
10,634,126
Issues with personal Microsoft Sharepoint upload from Python
<p>I am trying to use a Python script to upload a CSV file to a SharePoint personal directory, with a URL like:</p> <pre><code>https://{tenant}-my.sharepoint.com/personal/{user}_{tenant}_com/Documents/{path} </code></pre> <p>I have configured SharePoint API access with a <code>client_id</code> and <code>client_secret</...
<python><sharepoint><office365>
2025-04-08 17:27:55
1
909
OJT
79,562,663
16,563,251
Use importlib.resources.files with no argument
<p>I want to use <code>importlib.resources.files</code> to access a file from a module. According to the <a href="https://docs.python.org/3/library/importlib.resources.html#importlib.resources.files" rel="nofollow noreferrer">docs</a>,</p> <blockquote> <p>If the anchor is omitted, the callerโ€™s module is used.</p> </blo...
<python><python-module><python-importlib>
2025-04-08 17:00:27
0
573
502E532E
79,562,461
6,335,342
V1Meta Authenticate Using SSO
<p>In the Python SDK README, the example for instantiating a V1Meta instance looks like:</p> <pre><code>with V1Meta( instance_url = 'https:// ...`, username = 'admin', password = 'admin' ) as v1: </code></pre> <p>What would that look like if rather than authenticating with username and password, I need to use t...
<python><authentication><versionone>
2025-04-08 15:22:34
0
1,605
steverb
79,562,411
8,543,025
MNE/Matplotlib Visualization Causes EasyGUI-QT to Crash
<p>I'm facing an issue combining <code>mne</code>, <code>matplotlib</code> and <code>easygui-qt</code> and I'm not sure how to find out where the issue is exactly.</p> <p>I'm trying to show the user an <code>mne</code>-generated figure (preferably interactive) and an <code>easygui-qt</code>-generated modal (see example...
<python><qt><matplotlib>
2025-04-08 14:59:11
0
593
Jon Nir
79,562,296
865,169
Why can Pandas weekday DateOffset only move the date forward?
<p>I am trying to find the last of a weekday in a month. For example, let us say the last Sunday in October.</p> <p>I try to do like this:</p> <pre><code>pd.Timestamp(&quot;2025-10-31&quot;) - pd.DateOffset(weekday=6) </code></pre> <p>The resulting date is <code>Timestamp('2025-11-02 00:00:00')</code>, i.e. the result ...
<python><pandas><datetime>
2025-04-08 14:13:57
2
1,372
Thomas Arildsen
79,562,207
8,563,165
Flask-smorest get rid of "Default error response" from OpenAPI page
<p>The method doesn't return errors responce and I'd like to remove default error responce</p> <pre class="lang-py prettyprint-override"><code>from flask.views import MethodView from flask_smorest import Blueprint from schemas.items import ItemsSchema blp = Blueprint(&quot;api&quot;, &quot;items&quot;, url_prefix=&quo...
<python><flask><flask-smorest>
2025-04-08 13:41:18
1
848
akpp
79,562,059
17,040,989
how to randomly add a list of sequences into a text body
<p>This is one of my first tasks with actual Python code.</p> <p>What I need to do is to import a set of (FASTA) sequences, select those with a length between 400 and 500 (base pairs) characters, and randomly pick 100 of those to be added into another (FASTA genome) text body โ€” again at random.</p> <p>One thing to cons...
<python><string><bioinformatics><biopython><fasta>
2025-04-08 12:37:31
2
403
Matteo
79,561,979
5,980,655
regex replace numbers between to characters
<p>I have a string <code>'manual__2025-04-08T11:37:13.757109+00:00'</code> and I want <code>'manual__2025-04-08T11_37_13_00_00'</code></p> <p>I know how to substitute the <code>:</code> and <code>+</code> using</p> <pre><code>'manual__2025-04-08T11:37:13.757109+00:00'.replace(':','_').replace('+','_') </code></pre> <p>...
<python><regex>
2025-04-08 12:09:26
5
1,035
Ale
79,561,920
2,094,708
Find shortest orthogonal path between two points in a 2D plane, through specified channels?
<p>How to find the shortest orthogonal path between two points in a 2D plane ? The path should pass through channels whose coordinates are specified as union of orthogonal rectangles. The points can be assumed to be atleast touching the channels. Is there any python module which can give this ?</p>
<python><python-3.x>
2025-04-08 11:44:56
1
2,283
Sidharth C. Nadhan
79,561,697
2,883,209
Missing libraries (libpango) in Azure Python Function App 4.1037.1.1
<p>Good morning all</p> <p>Was hoping someone may be able to shed some light, or even just know where Microsoft publishes their release notes for their Azure Function App Runtimes</p> <p>We tried to go live with a new function app about three weeks ago, and when we created the new python ~4 function app, and when the a...
<python><azure-functions>
2025-04-08 09:47:13
1
1,244
vrghost
79,561,367
7,791,963
How to disable robot framework automatically logging KubeLibrary response to DEBUG in my python keyword?
<p>I am utilizing robot framework's <a href="https://github.com/devopsspiral/KubeLibrary/tree/master/src/KubeLibrary" rel="nofollow noreferrer">KubeLibrary</a> to interact with my k8s cluster.</p> <p>By default, any function and response is automatically logged to DEBUG in robot framework, meaning that it's response wi...
<python><robotframework>
2025-04-08 06:47:48
1
697
Kspr
79,561,195
11,084,338
Drop rows with all zeros in a Polars DataFrame
<p>I can use <code>drop_nans()</code> function to remove rows with some or all columns set as <code>nan</code>.</p> <p>Is there an equivalent function for dropping rows with all columns having value 0?</p> <pre class="lang-py prettyprint-override"><code>import polars as pl df = pl.DataFrame({&quot;a&quot;:[0, 0, 0, 0, ...
<python><dataframe><filter><python-polars>
2025-04-08 04:46:27
1
326
GH KIM
79,561,147
11,084,338
Change column type in Polars DataFrame
<p>I have a Polars DataFrame below.</p> <pre class="lang-py prettyprint-override"><code>import polars as pl df = pl.DataFrame({&quot;a&quot;:[&quot;1.2&quot;, &quot;2.3&quot;, &quot;5.4&quot;], &quot;b&quot;:[&quot;0.4&quot;, &quot;0.03&quot;, &quot;0.12&quot;], &quot;c&quot;:[&qu...
<python><dataframe><python-polars>
2025-04-08 04:01:48
1
326
GH KIM
79,561,013
11,098,908
Is it OK to not use the value of the index 'i' inside a for loop?
<p>Would it be frowned upon if the index variable <code>i</code> were not used inside a <code>for</code> loop? I have never come across a code that didn't use the value of the index while it iterates through the loop.</p> <pre><code>def questionable(): for i in range(3): print('Is this OK?') # (or do someth...
<python><for-loop>
2025-04-08 01:34:33
2
1,306
Nemo
79,560,990
15,828,895
Pylance slows my VSCode's autocomplete to as much as 5-10 sec of wait for the dropdown
<p>I discovered that Pylance was the source of my VSCode's autocomplete's slowness after following <a href="https://stackoverflow.com/questions/51874486/visual-studio-code-intellisense-is-very-slow-is-there-anything-i-can-do">Visual Studio Code Intellisense is very slow - Is there anything I can do?</a> and disabling a...
<python><visual-studio-code><pylance>
2025-04-08 00:50:11
1
2,198
plutownium
79,560,716
5,203,069
Dockerized Django app - `gunicorn: command not found` on AWS deployment
<p>I have a Dockerized Django app that is deployed on an AWS t3a.micro EC2 instance - after some recent updates to the Debian and PostgreSQL images that I'm using in the Dockerfile, the app is suddenly failing to start running successfully when it hits AWS due to an issue with <code>gunicorn</code> -</p> <pre><code>pye...
<python><django><amazon-web-services><docker><gunicorn>
2025-04-07 20:13:47
0
8,640
skwidbreth
79,560,688
7,959,614
Transform list of dictionaries into nested dictionary
<p>I have the following list of dictionaries</p> <pre><code>l = [{'u': 1, 'v': 2, 'k': [1, 1, 1, 1, 1]}, {'u': 1, 'v': 3, 'k': [2, 2, 2, 2, 2]}, {'u': 2, 'v': 3, 'k': [3, 3, 3, 3, 3]}, {'u': 1, 'v': 4, 'k': [4, 4, 4, 4, 4]}, {'u': 2, 'v': 5, 'k': [5, 5, 5, 5, 5]}] </code></pre> <p>I want to created ...
<python><dictionary>
2025-04-07 19:57:49
3
406
HJA24
79,560,656
3,777,717
How does Python represent slices in various cases?
<p>Consider</p> <pre><code>l = [1, 2, 3, 4, 5] print(l is l[:]) t = (1, 2, 3, 4, 5) print(t is t[:]) print(t[1:] is t[1:]) print('aa'[1:] is 'aa'[1:]) print('aaa'[1:] is 'aaa'[1:]) </code></pre> <p>The result is, somewhat surprisingly, <code>False</code>, <code>True</code>, <code>False</code>, <code>True</code>, <code>...
<python><data-structures><heap-memory><implementation>
2025-04-07 19:40:43
0
1,201
ByteEater
79,560,599
20,102,061
Algorithm for detecting full loop when iterating over a list
<p>Assignment:</p> <blockquote> <p>Write a funcion <code>cycle_sublist(lst, start, step)</code> where:</p> <ul> <li><code>lst</code> is a list</li> <li><code>start</code> is number that satisfies: <code>0 &lt;= start &lt; len(lst)</code></li> <li><code>step</code> is the amount we increase your index each iteration</li...
<python><list><algorithm><loops>
2025-04-07 19:02:29
2
402
David
79,560,569
10,634,126
Issue uploading CSV to SharePoint from Python
<p>I am trying to upload a CSV of a Pandas DataFrame generated by a Python script to Microsoft SharePoint / OneDrive.</p> <p>I cannot figure out how to get past the following error when I try to connect to upload a file:</p> <pre><code>import pandas as pd from office365.sharepoint.client_context import ClientContext f...
<python><sharepoint><onedrive>
2025-04-07 18:39:31
0
909
OJT
79,560,413
1,501,073
how to use xsd with included and imported files with python
<p>I have a base.xsd file which includes an enums.xsd. Both files are in the same directory.</p> <pre class="lang-xml prettyprint-override"><code>&lt;xs:include id=&quot;enums&quot; schemaLocation=&quot;enums.xsd&quot;/&gt; </code></pre> <p>The enums.xsd imports:</p> <pre class="lang-xml prettyprint-override"><code>&lt...
<python><xsd><xsd-validation>
2025-04-07 16:50:24
0
7,830
tschmit
79,560,285
9,173,710
Logging in PySide6 GUI with rich.logging RichHandler and QTextEdit HTML text, causes spacing and alignment issues
<p>I want to show the application log on the GUI in some way. I am using my own class, which inherits from both <code>QTextEdit</code> and <code>logging.Handler</code>. It is added to logging as a handler at init.</p> <p>If I insert the text as plaintext into the widget, it prints fine. Linespacing is just fine. For th...
<python><logging><pyside6><rich>
2025-04-07 15:36:23
1
1,215
Raphael
79,560,135
14,385,099
Creating new rows in a dataframe based on previous values
<p>I have a dataframe that looks like this:</p> <pre><code>test = pd.DataFrame( {'onset': [1,3,18,33,35,50], 'duration': [2,15,15,2,15,15], 'type': ['Instr', 'Remember', 'SocTestString', 'Rating', 'SelfTestString', 'XXX'] } ) </code></pre> <p>I want to create a new dataframe such that when <code>type<...
<python><pandas>
2025-04-07 14:22:41
1
753
jo_
79,560,075
16,563,251
Exclude methods consisting of a single pass statement from coverage reports in python
<p>In my class, I have some methods that can be overridden by subclasses, but do not need to be.</p> <p>I like to test my project and generate a coverage report using <a href="https://coverage.readthedocs.io/" rel="nofollow noreferrer">coverage.py</a>. Because the method of the superclass does not do anything, it is no...
<python><abstract-class><python-class><coverage.py>
2025-04-07 13:58:10
0
573
502E532E
79,559,952
11,062,613
Howto efficiently apply a gufunc to a 2D region of a Polars DataFrame
<p>Both Polars and Numba are fantastic libraries that complement each other pretty well. There are some limitations when using Numba-compiled functions in Polars:</p> <ul> <li>Arrow columns must be converted to NumPy arrays (and then converted back).</li> <li>NumPy/Numba does not support missing data.</li> </ul> <p>I'm...
<python><numpy><python-polars><numba><polars>
2025-04-07 12:57:01
0
423
Olibarer
79,559,899
91,401
Solve the kinematic equations for aiming a simulated turret with velocity and acceleration
<p>I am working on a problem for a simulated game. I want my AI to be able to aim at a moving enemy target with a given starting location, starting velocity, and constant acceleration.</p> <p>The position of the enemy is given by</p> <pre><code>p_e(t) = s_e + v_e * t + 0.5 * a_e * t ** 2 </code></pre> <p>and the positi...
<python><sympy>
2025-04-07 12:33:49
2
384
James Aguilar
79,559,870
2,043,014
Monitoring Actual Bytes Written to Flash After SQLite Insert Operations
<p>I am currently working on a project where I need to monitor the actual bytes written to flash storage after performing insert operations in an SQLite database. I've simplified my approach to the following code snippet:</p> <pre class="lang-py prettyprint-override"><code>def get_sectors_written_from_stat(): with ...
<python><linux><database><sqlite><iostat>
2025-04-07 12:24:13
0
671
user12345
79,559,711
1,023,390
Matplotlib logit scale tick number formatting
<p>When using the <code>log</code> scale with <code>matplotlib</code>, we can set globally with (<a href="https://stackoverflow.com/a/72693296/1023390">see this answer</a>)</p> <pre><code>import matplotlib.pyplot as plt plt.rcParams['axes.formatter.min_exponent'] = 3 </code></pre> <p>that ticks on logarithmic axes are ...
<python><matplotlib><xticks>
2025-04-07 11:07:37
1
45,824
Walter
79,559,664
3,840,530
How to write a string containing binary representation of data to file?
<p>I am trying to write a binary string as binary data to file but my function seems to be having a problem with the int conversion. I am reading a text file and manipulating it which gives me a string representation of the data (say, binary_string below). I want to write this data to file as bits. I found the below fu...
<python><file><io><binary><byte>
2025-04-07 10:46:48
0
302
user3840530
79,559,492
5,868,293
Get analytical equation of RF regressor model
<p>I have the following dataset:</p> <pre><code> X1 X2 X3 y 0 0.548814 0.715189 0.602763 0.264556 1 0.544883 0.423655 0.645894 0.774234 2 0.437587 0.891773 0.963663 0.456150 3 0.383442 0.791725 0.528895 0.568434 4 0.568045 0.925597 0.071036 0.018790 5 0.087129 0.02021...
<python><machine-learning><scikit-learn><regression><random-forest>
2025-04-07 09:27:58
0
4,512
quant
79,559,259
1,228,765
Why does Ray attempt to install ray wheels from ray-wheels.s3-us-west-2.amazonaws.com?
<p>When submitting a Ray job using a conda runtime env (<code>runtime_env = {&quot;conda&quot;: &quot;environment.yml&quot;}</code>), Ray attempts to install the <code>ray</code> wheel from <code>ray-wheels.s3-us-west-2.amazonaws.com</code> even when I configure pip to use a different Python package index (<code>--inde...
<python><conda><pypi><ray>
2025-04-07 07:03:10
0
2,351
Martin Studer
79,559,164
5,959,593
When is typing.cast required?
<p>Here's the code</p> <pre class="lang-py prettyprint-override"><code># args: argparse.Namespace source: str = args.source ... # subparsers: argparse._SubParsersAction parser = subparsers.add_parser() </code></pre> <p>In the first line of code, <code>: str</code> is enough to tell Pylance that <code>source</code> is...
<python><python-typing><pyright>
2025-04-07 05:55:20
1
1,100
Minh Nghฤฉa
79,558,939
11,084,338
Using a list of values to select rows from Polars DataFrame
<p>I have a Polars DataFrame below:</p> <pre><code>import polars as pl df = pl.DataFrame({&quot;a&quot;:[1, 2, 3], &quot;b&quot;:[4, 3, 2]}) &gt;&gt;&gt; df a b i64 i64 1 4 2 3 3 2 </code></pre> <p>I can subset based on a specific value:</p> <pre><code>x = df[df[&quot;a&quot;] == 3] &gt;&gt;&gt; ...
<python><dataframe><list><python-polars><polars>
2025-04-07 01:38:11
1
326
GH KIM
79,558,911
11,084,338
How to remove a prefix from all column names in a Polars DataFrame?
<p>I have a Polars DataFrame like</p> <pre class="lang-py prettyprint-override"><code>import polars as pl df = pl.from_repr(&quot;&quot;&quot; โ”Œโ”€โ”€โ”€โ”€โ”€โ”ฌโ”€โ”€โ”€โ”€โ”€โ”ฌโ”€โ”€โ”€โ”€โ”€โ”ฌโ”€โ”€โ”€โ”€โ”€โ” โ”‚ #a โ”† #b โ”† #c โ”† #d โ”‚ โ”‚ --- โ”† --- โ”† --- โ”† --- โ”‚ โ”‚ i64 โ”† i64 โ”† i64 โ”† i64 โ”‚ โ•žโ•โ•โ•โ•โ•โ•ชโ•โ•โ•โ•โ•โ•ชโ•โ•โ•โ•โ•โ•ชโ•โ•โ•โ•โ•โ•ก โ”‚ 1 โ”† 2 โ”† 3 โ”† 4 โ”‚ โ””โ”€โ”€โ”€โ”€โ”€โ”ดโ”€โ”€โ”€โ”€โ”€โ”ดโ”€โ”€โ”€โ”€โ”€โ”ดโ”€...
<python><dataframe><python-polars>
2025-04-07 01:04:25
3
326
GH KIM
79,558,863
9,951,273
Set SwaggerUI Access Token on App Startup
<p>I have a FastAPI app below.</p> <pre><code>from fastapi import Depends, FastAPI, Security from fastapi.security import HTTPAuthorizationCredentials, HTTPBearer async def verify(token: HTTPAuthorizationCredentials | None = Depends(HTTPBearer())): # VERIFY TOKEN return token app = FastAPI( swagger_ui_par...
<python><fastapi><swagger-ui>
2025-04-06 23:53:15
0
1,777
Matt
79,558,818
11,462,274
Open a popup in Edge browser using subprocess and fixed text in the window bar name which is originally defined by the value of document.title in html
<p>To open a popup I use subprocess:</p> <pre class="lang-python prettyprint-override"><code>import subprocess EDGE_PATCH = &quot;C:/Program Files (x86)/Microsoft/Edge/Application/msedge.exe&quot; url = &quot;https://www.google.com/&quot; subprocess.Popen([EDGE_PATCH, f'--app={url}']) </code></pre> <p>But I noticed tha...
<python><html><subprocess>
2025-04-06 22:31:31
0
2,222
Digital Farmer
79,558,781
6,068,294
ipywidgets widgets not launching
<p>I'm trying to write a python3 program that using widget to get input,</p> <pre><code>import ipywidgets as widgets from IPython.display import display, clear_output def button_clicked(b): with output: clear_output() print(&quot;Button clicked!&quot;) button = widgets.Button(description=&quot;Cli...
<python><ipywidgets>
2025-04-06 21:49:47
0
8,176
ClimateUnboxed
79,558,657
7,959,614
Apply 1d-mask on numpy 3d-array
<p>I have the following 3d-<code>numpy.ndarray</code>:</p> <pre><code>import numpy as np X = np.array([ [[0.0, 0.4, 0.6, 0.0, 0.0], [0.6, 0.0, 0.0, 0.0, 0.0], [0.4, 0.0, 0.0, 0.0, 0.0], [0.0, 0.6, 0.0, 1.0, 0.0], [0.0, 0.0, 0.4, 0.0, 1.0]], [[0.1, 0.5, 0.4, 0.0, 0.0], [0.6, 0.0, 0.0, 0....
<python><numpy>
2025-04-06 19:36:37
1
406
HJA24
79,558,410
5,722,359
How to prevent ruff from formatting arguments of a function into separate lines?
<p>I have a function like so:</p> <pre><code>def get_foo(a: object, b: tuple, c: int,) -&gt; dict: ..... </code></pre> <p>When I do <code>$ ruff format myfile.py</code>, my function is changed to</p> <pre><code>def get_foo( a: object, b: tuple, c: int, ) -&gt; dict: .... </code></pre> <p>How do I st...
<python><ruff>
2025-04-06 15:42:15
2
8,499
Sun Bear
79,558,403
4,996,797
How to change the list[str] annotation so that it accepts list[LiteralString] too?
<p>I have a function that takes a list of <code>str</code> as an input</p> <pre class="lang-py prettyprint-override"><code>def function(names: list[str]) -&gt; None: for name in names: print(name) </code></pre> <p>If I generate the list using the <code>split()</code> function, I end up with an object of type <cod...
<python><python-typing>
2025-04-06 15:39:30
1
408
Paweล‚ Wรณjcik
79,558,301
1,549,736
Why does my Python test run fail when invoked via Tox, despite running just fine when invoked manually?
<p>When I invoke my Python package testing in the usual way, via Tox, it's failing:</p> <pre class="lang-bash prettyprint-override"><code>$ python -I -m tox run -e py310-lin py310-lin: install_deps&gt; python -I -m pip install pytest pytest-cov pytest-xdist typing_extensions PyAMI/dist/pyibis_ami-7.2.2-py3-none-any.whl...
<python><testing><tox>
2025-04-06 14:00:15
0
2,018
David Banas
79,558,297
10,024,860
Mock asyncio.sleep to be faster in unittest
<p>I want to mock <code>asyncio.sleep</code> to shorten the delay, e.g. by a factor of 10, to speed up my tests while also trying to surface any possible race conditions or other bugs as a crude sanity check. However I cannot figure out, if <code>sut.py</code> and <code>test.py</code> both use <code>import asyncio</cod...
<python><unit-testing><pytest><python-asyncio><python-unittest>
2025-04-06 13:58:43
1
491
Joe C.
79,558,159
633,001
Can't exit program - win32gui PumpMessages
<p>I have code that needs to detect when a new media device is attached / detached.</p> <p>I have copied some code based on pywin32 to do so:</p> <pre><code>import win32api, win32con, win32gui from ctypes import * from threading import Thread # # Device change events (WM_DEVICECHANGE wParam) # DBT_DEVICEARRIVAL = 0x80...
<python><pywin32>
2025-04-06 11:52:24
0
3,519
SinisterMJ
79,558,133
21,540,734
How to stop system tray Icons from grouping together
<p>I have a couple different projects that I am using pystray for, and these icons are grouping together when moving them in the system tray.</p> <p>I've found that this is the case for anything using the WinAPI, Whether it be pywin32 or something coded by hand using ctypes to implement the API like pystray. Any way to...
<python><winapi><system-tray><pystray>
2025-04-06 11:29:30
0
425
phpjunkie
79,558,107
4,483,861
matplotlib.pyplot slow over SSH in terminal (fast in VS Code Remote-SSH)
<p>I have this script on a server:</p> <pre><code>import matplotlib.pyplot as plt import matplotlib as mpl import numpy as np from time import time bknd = mpl.get_backend() x = np.random.random(100)*10 y = np.sin(x) t0 = time() plt.plot(x,y,'.') t1 = time() print(f&quot;{bknd} {t1-t0:.1f} seconds&quot;) plt.show() ...
<python><matplotlib><visual-studio-code><terminal><x11-forwarding>
2025-04-06 11:02:18
0
2,649
Jonatan ร–strรถm
79,558,025
11,062,613
Efficient and readable way to get N-dimensional index array in C-order using NumPy
<p>When I need to generate an N-dimensional index array in C-order, Iโ€™ve tried a few different NumPy approaches.</p> <p>The fastest for larger arrays but less readable:</p> <pre><code>np.stack(np.meshgrid(*[np.arange(i, dtype=dtype) for i in sizes], indexing=&quot;ij&quot;), axis=-1).reshape(-1, len(sizes)) </code></pr...
<python><arrays><numpy><numba>
2025-04-06 09:31:27
1
423
Olibarer
79,557,952
2,371,765
pyproject.toml related error while installing spacy library
<p>I get the following error while installing the spacy library in Python 3.13.0. The pip version is 25.0.1. Can someone help? Thank you.</p> <p>(I made sure to install numpy, scipy, preshed,Pyrebase4 based on responses to similar questions, and upgraded setuptools.)</p> <pre><code>Preparing metadata (pyproject.toml): ...
<python><spacy>
2025-04-06 08:13:01
1
458
user17144
79,557,819
16,383,578
How to efficiently calculate the fraction (valid UTF8 byte sequence of length N)/(total N-byte sequences)?
<p>This will be a long post. And it absolutely has nothing to do with homework, I am just curious, and this won't have immediate practical benefits, but that is like pursuing pure science, you never know what you will get.</p> <p>I am trying to calculate the value of the total number of valid UTF8 sequences of length N...
<python><algorithm><math><utf-8><combinatorics>
2025-04-06 05:22:16
1
3,930
ฮžฮญฮฝฮท ฮ“ฮฎฮนฮฝฮฟฯ‚
79,557,769
3,057,743
Wagtail default template field in_preview_panel is fine in dev but fails in production
<p>In the default template from Wagtail even mentioned online <a href="https://docs.wagtail.org/en/stable/tutorial/style_your_site.html" rel="nofollow noreferrer">here</a>, there is a part:</p> <pre><code>{# Force all links in the live preview panel to be opened in a new tab #} {% if request.in_preview_panel %} &lt;bas...
<python><django><wagtail>
2025-04-06 03:37:26
1
1,404
barej
79,557,694
7,822,387
saving statsmodel to adls blob storage
<p>i currently have a model fit using statsmodel OLS formula and I am trying to save this model to ADLS blob storage. '/mnt/outputs/' is a mount point I have created and I am able to read and write other files from this directory.</p> <pre><code>import statsmodels.formula.api as smf fit = smf.ols(formula=f&quot;Pressur...
<python><azure><statsmodels><azure-data-lake-gen2>
2025-04-06 01:02:55
1
311
J. Doe
79,557,602
2,241,653
Python Azure Function doesn't show functions after importing packages
<p>I have an Azure Function based on Python 3.12 (same issue when I downgrade to Python 3.11). This worked fine until I imported <code>azure.identity</code> and <code>azure.keyvault.secrets</code>. Since I've added them the functions are not shown anymore in my Azure Function. When I remove them the functions will be b...
<python><azure><azure-functions>
2025-04-05 22:47:58
3
1,525
mburm
79,557,468
2,856,552
xtick labels not showing on python line plot
<p>My Python code of departures vs years, below works fine for a bar plot. I would like to have year tick mark labels on the x-axis. Currently I get the line plot, but no years labelled on the x-axis. For the bar plot the years are labelled alright.</p> <p>This is not a multi-plot (or subplots), but plotting the line p...
<python><matplotlib>
2025-04-05 20:04:33
1
1,594
Zilore Mumba
79,557,430
11,462,274
Using the free-proxy library with requests to access general https websites
<p>When basically requesting a proxy, what happens is that it delivers an http that currently seems to me to be unusable because the vast majority of sites use https and this causes the request to be made using my own IP instead of the collected proxy, as we can see here:</p> <pre class="lang-python prettyprint-overrid...
<python><web-scraping><python-requests><proxy>
2025-04-05 19:28:48
0
2,222
Digital Farmer
79,557,207
89,706
Python type-hint for attribute or property?
<p>I'm adding type hints for an existing large codebase, and am faced with a situation like:</p> <pre class="lang-py prettyprint-override"><code>from abc import ABC class C: ... class Base(ABC): ... class Child1(Base): my_awesome_field: C class Child2(Base): @property def my_awesome_field(self) -&gt; C:...
<python><python-typing><pyright>
2025-04-05 15:47:59
1
16,435
Ofek Shilon
79,557,068
6,038,082
How to show a better image view using tkinter?
<p>In my Python tkinter gui, I am showing several nodes which are inter-dependent and at various levels. <br> When I click on each node , it opens a pop-up which is displaying the node which are just at one level up and one level down with respect to the node clicked. <br><br> However, if the number of nodes are too ma...
<python><tkinter>
2025-04-05 14:04:22
0
1,014
A.G.Progm.Enthusiast
79,556,969
7,483,211
Pytensor compilation failed during linking stage on macOS
<p>When trying to run a simple PyMC example on ARM macOS 15.4 using a fresh conda-forge conda-environment the run fails with a compilation error: <code>pytensor.link.c.exceptions.CompileError: Compilation failed</code></p> <pre class="lang-py prettyprint-override"><code>import pymc as pm with pm.Model() as model: ...
<python><macos><pymc><pytensor>
2025-04-05 12:43:12
1
10,272
Cornelius Roemer
79,556,867
1,581,090
How can I create a GIF image using Pillow and imageio with Python?
<p>I have the following code that creates 60 frames using Pillow in Pythonย 3.11.10 and that I want to use to create a GIF image (repeating endless), with a duration per frame of 0.1 seconds. The first four frames should show a red square, and the rest of the time (almost six seconds) it should be basically black.</p> <...
<python><python-imaging-library><gif>
2025-04-05 11:02:26
1
45,023
Alex
79,556,755
465,159
How to create "dynamic" Literal types from dataclass members
<p>How to do add support for custom smart type completion in Python?</p> <p>Let's say I have a dataclass:</p> <pre><code>@dataclass class MyData: mine: str yours: str def col(self, value: str): return &quot;The column name is: &quot; + value </code></pre> <p>I want the <code>value</code> argument in <code>...
<python><python-typing><python-dataclasses>
2025-04-05 09:03:32
1
5,474
Ant
79,556,720
7,590,783
Azure functions get multi file uploads
<p>I am trying to count the total no: of files uploaded to Azure Functions (Python). Tried uploading multiple files via postman but the AZ Func always reads only the first file and count is always 1. Why is that? Please help.</p> <pre><code>for input_file in req.files.values(): filename = input_file.filenam...
<python><azure-functions>
2025-04-05 08:31:12
1
639
Svj
79,556,656
10,440,128
Get the maximum frequency of an audio spectrum
<p>I want to detect the cutoff frequency of the AAC audio encoder used to compress an M4A audio file.</p> <p>This cutoff frequency (or maximum frequency) is an indicator of audio quality. High-quality audio has a cutoff around 20KHz (fullband), medium-quality audio has a cutoff around 14KHz (superwideband), low-quality...
<python><audio><ffmpeg><fft><spectrogram>
2025-04-05 06:58:05
1
3,764
milahu
79,556,594
3,967,334
uv's [project.scripts] won't activate the environment in venv
<p>I have a UV project with the structure</p> <pre class="lang-ini prettyprint-override"><code>[project] name = &quot;trapallada&quot; version = &quot;0.1.0&quot; description = &quot;Add your description here&quot; readme = &quot;README.md&quot; requires-python = &quot;&gt;=3.12&quot; dependencies = [ &quot;pandas&...
<python><pyproject.toml><uv>
2025-04-05 05:38:28
2
1,479
manu
79,556,592
17,729,094
How to repeat and truncate Polars list elements to a fixed length
<p>I have data that looks like:</p> <pre class="lang-py prettyprint-override"><code>import polars as pl lf = pl.LazyFrame( { &quot;points&quot;: [ [ [1.0, 2.0], ], [ [3.0, 4.0], [5.0, 6.0], ], [ ...
<python><dataframe><list><python-polars>
2025-04-05 05:34:27
1
954
DJDuque
79,556,482
616,728
How to validate search terms when using embedding to look for objects in images
<p>I have a search on my site that does both tradition full text search and searches using embeddings. So, for example, when you search 'red balloon' I want both the text and image results. The problem is that not all search terms make sense for object detection (like, say 'William' or even like an identifier like a dr...
<python><pytorch><knn><embedding>
2025-04-05 02:15:16
1
2,748
Frank Conry
79,556,459
1,078,556
Moving elements of a python dictionary to another one under certain condition using less code
<p>OK, so this is more a code &quot;optimization&quot; exercise.</p> <p>I have to move all elements from a python dictionary to another, under certain condition, while emptying the source dict at the same time. (No matter I find matching elements or not, the source dict must be empty by the end)</p> <p>Let's have:</p> ...
<python><dictionary><optimization><one-liner>
2025-04-05 01:39:46
1
1,529
danicotra
79,556,449
1,245,659
Django ModelForm ensuring FK integrity without using it in the form
<p>I have a User Profile model with a Model Form:</p> <pre><code>class Profile(models.Model): # Managed fields user = models.OneToOneField(User, related_name=&quot;profile&quot;, on_delete=models.CASCADE) memberId = models.CharField(unique=True, max_length=15, null=False, blank=False, default=GenerateFA...
<python><django>
2025-04-05 01:22:02
1
305
arcee123
79,556,360
1,609,514
Pytest fixture is changing the instance returned by another fixture
<p>I'm very baffled and a little concerned to discover the following behaviour where I have two tests and two fixtures.</p> <pre class="lang-py prettyprint-override"><code>import pytest @pytest.fixture def new_object(): return list() @pytest.fixture def a_string(new_object): # Change this instance of the ob...
<python><pytest><fixtures>
2025-04-04 23:16:13
2
11,755
Bill
79,556,268
629,960
MCP Python SDK. How to authorise a client with Bearer header with SSE?
<p>I am building the MCP server application to connect some services to LLM . I use the MCP Python SDK <a href="https://github.com/modelcontextprotocol/python-sdk" rel="nofollow noreferrer">https://github.com/modelcontextprotocol/python-sdk</a> One of things i want to implement is authorisation of a user with the token...
<python><fastapi><large-language-model>
2025-04-04 21:17:58
1
2,113
Roman Gelembjuk
79,556,229
16,563,251
Type hint return type of abstract method to be any instance of parent class
<p>How can I type hint that the return type of a method of some abstract class is some instance of this class?</p> <p>My intuitive answer is that</p> <pre><code>@abstractmethod def mymethod() -&gt; typing.Self: pass </code></pre> <p>should be the correct way (as suggested in <a href="https://stackoverflow.com/quest...
<python><python-typing>
2025-04-04 20:50:29
2
573
502E532E
79,556,196
6,051,639
Tried to update conda, now I've ruined my base env
<p>I am using windows 11, Intel(R) Xeon(R) Gold 5215 CPU.</p> <p>I tried to update fiona in my python 3.12 environment and was told to update conda, but following the conda instructions just resulted in the same prompt to update conda, with the same instructions:</p> <pre><code>(p312) C:\Users\wesk&gt;conda update fion...
<python><conda>
2025-04-04 20:30:33
0
424
Wesley Kitlasten
79,556,028
8,830,612
Azure ML Train Test Valid split for image data
<p>I have annotated with bounding boxes couple of hundred pictures in Azure ML Studio from a Labeling Project.</p> <p>I have exported the annotations as ML Table and COCO JSON format - both are available in Azure ML as Data assets</p> <p>How to split the data into train, test and valid. I want to use the annotations an...
<python><azure><azure-machine-learning-service>
2025-04-04 18:16:05
1
518
default_settings
79,556,023
24,108
Have a dataclass extend an ABC with an abstract property
<p>I want to define an abstract base class that has a property on it. I then want to have a dataclass extent that base class and have the abstract property be one of the dataclass' fields.</p> <pre><code>from abc import ABC, abstractmethod from dataclasses import dataclass class Base(ABC): @property @abstract...
<python><python-dataclasses><abstract-base-class>
2025-04-04 18:13:26
1
15,040
John Oxley
79,555,896
2,501,622
Python script locked by thread
<p>I would like this Python 3.10 script (where the <code>pynput</code> code is partially based on <a href="https://stackoverflow.com/a/43106497">this answer</a>) to enter the <code>while</code> loop and at the same time monitor the keys pressed on the keyboard. When <code>q</code> is pressed, I would like it to end.</p...
<python><multithreading><keyboard><python-multithreading><python-3.10>
2025-04-04 16:50:11
1
1,544
BowPark
79,555,604
967,621
Run Ruff in Emacs
<p>How can I run Ruff in Emacs? I need to enable 2 commands on the current buffer:</p> <ul> <li><code>ruff check --select ALL current_buffer</code> โ†’ bind to <code>M-x ruff-check</code></li> <li><code>ruff check --select ALL --fix current_buffer</code> โ†’ bind to <code>M-x ruff-fix</code></li> </ul> <p>I can run each of...
<python><emacs><ruff>
2025-04-04 14:38:46
1
12,712
Timur Shtatland
79,555,397
13,330,435
Python's analog of xtregar
<p>I'm new in Python. I would like to know wheter there is a package that performs the same thing as Stata's 'xtregar' ou R's 'panelAR'.</p> <p>I would like to estimate the following regression</p> <pre><code>Y_{i,t}=\alpha+\beta X_{i,t-1}+\eta_i+\nu_t+u_{i,t} where u_{i,t}=\rho u_{i,t-1}+\omega_{i,t} </code></pre> <p...
<python><linear-regression>
2025-04-04 13:06:06
0
317
jorgep
79,555,255
25,413,271
Numpy- strange behaviour of __setitem__ of array
<p>Say we have an array:</p> <pre><code>a = np.array([ [11, 12, 13], [21, 22, 23], [31, 32, 33], [41, 42, 43] ]) a[[1, 3], [0, 2]] = 0 </code></pre> <p>So we want to set zeros to 0th and 2nd element at both 1st and 3rd rows. But what we get is:</p> <pre><code>[[11 12 13] [ 0 22 23] [31 32 33] [41 42...
<python><arrays><numpy>
2025-04-04 11:59:37
2
439
IzaeDA
79,555,174
6,498,753
Conversion from ECEF (spherical Earth) to geodetic coordinates
<p>ECEF (geocentric) coordinate system is generally referred to an ellipsoid (e.g. WGS84). The conversion to geodetic coordinates is then straightforward in python:</p> <pre><code>geocentric_crs = {&quot;proj&quot;:'geocent', &quot;ellps&quot;:'WGS84', &quot;datum&quot;:'WGS84'} geodetic_crs = {&quot;proj&quot;: &quot;...
<python><coordinate-systems><coordinate-transformation><pyproj>
2025-04-04 11:22:52
0
461
Roland
79,555,053
6,029,488
Group by and apply multiple custom functions on multiple columns in python pandas
<p>Consider the following dataframe example:</p> <pre><code>id date hrz tenor 1 2 3 4 AAA 16/03/2010 2 6m 0.54 0.54 0.78 0.19 AAA 30/03/2010 2 6m 0.05 0.67 0.20 0.03 AAA 13/04/2010 2 6m 0.64 0.32 0.13 0.20 AAA 27/04/2010 2 6m 0.99 ...
<python><pandas><group-by><apply>
2025-04-04 10:22:33
2
479
Whitebeard13
79,554,857
18,876,759
Concrete RTPExtension for Scapy
<p>Scapy defines a RTP packet and a RTPExtension</p> <p>The RTPExtension is defined as follows:</p> <pre class="lang-py prettyprint-override"><code>class RTPExtension(Packet): name = &quot;RTP extension&quot; fields_desc = [ShortField(&quot;header_id&quot;, 0), FieldLenField(&quot;header_len&...
<python><scapy>
2025-04-04 08:42:13
0
468
slarag
79,554,839
1,574,952
Python tab completion triggers attribute access
<p>I'm running into an issue with tab completion in Python. I have two classes, one serving as a backend that is responsible for managing i/o of a large data collection, and a second that serves as a UI for access to that data. The backend implements a lazy-loading approach where expensive i/o operations are delayed un...
<python><lazy-loading><magic-methods><tab-completion>
2025-04-04 08:30:41
1
364
Kyle