BlackHole | modern macOS virtual audio driver that allows applications | Audio Utils library

The JLS states, that for arrays, "The enhanced for statement is equivalent to a basic for statement of the form". However if I check the generated bytecode for JDK8, for both variants different bytecode is generated, and if I try to measure the performance, surprisingly, the enhanced one seems to be giving better results(on jdk8)... Can someone advise why it's that? I'd guess it's because of incorrect jmh testing, so if it's that, please suggest how to fix that. (I know that JMH states not to test using loops, but I don't think this applies here, as I'm actually trying to measure the loops here)

My JMH testing was rather simple (probably too simple), but I cannot explain the results. Testing JMH code is below, typical results are:

Please, read the newest EDIT of this question.

Issue: I need to write a correct benchmark to compare a different work using different Thread Pool realizations (also from external libraries) using different methods of execution to other work using other Thread Pool realizations and to a work without any threading.

For example I have 24 tasks to complete and 10000 random Strings in benchmark state:

I've been attempting to run benchmarks to compare how many ops/ms for the add method of ArrayLists and LinkedLists in Java. My benchmarks are set up as follows but I can't pinpoint what is causing the out of memory error. Possibly the initialisation of the lists in the setup method?

Trying to see if there is any way I can improve the INSERT speed in MySQL. I am running on Windows 10. This is the result I got after doing the exact same INSERTs 10000 times in a loop:

I am using pyaudio to record sounds on my Mac BigSur 11.6 (20G165). Specifically, I'm redirecting sound from an application to the input using BlackHole, which works fine.

It usually works fine but, sometimes, I get this error in the Terminal:

||PaMacCore (AUHAL)|| Error on line 2500: err='-10863', msg=Audio Unit: cannot do in current context

Any idea why or how I could prevent it from happening (like, waiting until PaMacCore is ready to record again or something)?

I already tried reinstalling but it doesn't help

Background (Intro)
Kint is a PHP debugging tool that works as a more powerful replacement to PHP's var_dump(), print_r(), and debug_backtrace(). One unusual -- for PHP at least -- feature of Kint is the ability to use real-time modifiers in the form of operands. Here is what the manual states about that feature:

There are a couple of real-time modifiers you can use:

• ~d($var) this call will output in plain text format.
• +d($var) will disregard depth level limits and output everything. Careful, this can hang your browser on large objects!
• !d($var) will expand the output automatically.
• -d($var) will attempt to ob_clean the previous output and flush after printing.
• You can combine modifiers too: ~+d($var)

There is an older exiting SO question that is similar to this question if you need more information.

Questions

1. How does Kint add these operands without triggering a PHP error?
2. How can I emulate/capture any calls that use these operands?

Without loading Kint if you attempt to use these operands or create your own functions to capture Kint operand calls you get Fatal error: Uncaught Error: Unsupported operand types.

Important: I am using the kint.phar file and I'm not using composer or any kind of CLI usage.

My Use Case (Please don't get distracted from the Questions)
I'm adding this information for those that are curious and to further clarify my questions. I sincerely want to learn and understand HOW they are doing this and would appreciate answers to that end. This question is not about defending / critiquing / disagreeing with my use case:

For security and optimization I am creating a fake (empty) Kint class that loads when my site is in production mode. This ensures that any Kint calls left in the code on accident do not trigger fatal errors, can never print anything out, and uses less resources compared to loading the real Kint class.

I know you can disable Kint with Kint::$enabled_mode = false; but lets not focus on that. Here is the code I use to fake the Kint class. All that is missing is capturing calls that use these non-standard operands:

I'm blatantly oblivious sometimes, and it led me down a 30 minute blackhole trying to figure out why my constraints weren't being applied in my tests. Turns out I forgot to run makemigrations. Is there a way to configure pytest or django to fail without makemigrations?

I know if very clearly warns me

I have created several foreign tables already, and they all work fine, but now I have to deal with a table that has a column containing 20-30 KB of text in some rows. If that text is small, it is rendered in full, but if it happens to be longer than 2048 characters, the rest is cut off.

My tds_fdw setup:

I have a C++ program which does lots of stuff, but most importantly it is setup to use F-Stack, which is built on DPDK: