The standard library has shipped two tracing profilers for a long time. cProfile is written in C, and profile is written in Python and does the same job more slowly...
Python
A function can be fast but still slow down a program if it runs many times. Timing the whole script won't show this because each individual call is quick. Since...
A process that stops producing output gives no sign of what it is doing. It may be waiting on a network call, blocked on a lock, or stuck in a...
Some programs cannot be restarted just to profile them. A worker that slows down after hours of work, or a server handling live traffic, has to be measured while it...
A slow script rarely shows what's causing the delay. Guessing by reading the code may work for small programs, but the problem often hides in a line that looks harmless...
A URL that ends with ? is not the same as a URL without a query string. The first one supplies an empty query, the second supplies none at all...
Column names do not always come from the code that builds the query. They can arrive from a CSV header, a JSON payload, or a form that lets users define...
The Path.mkdir method creates a directory, and with parents=True it also creates any missing directories above it. The mode argument sets the permissions of the new directory, but not of...
The http.server module writes a line to the terminal for every request it handles, including the client address, timestamp, request line, and response status code. Before Python 3.15, these lines...
The http.server module decides the Content-Type header of a response from the file extension, using the mimetypes database. When the extension is not recognized, it falls back to application/octet-stream, which...