The surprising way to save memory with BytesIO (via) Itamar Turner-Trauring explains that if you have a BytesIO
object in Python calling .read()
on it will create a full copy of that object, doubling the amount of memory used - but calling .getvalue()
returns a bytes
object that uses no additional memory, instead using copy-on-write.
.getbuffer()
is another memory-efficient option but it returns a memoryview which has less methods than the bytes
you get back from .getvalue()
- it doesn't have .find()
for example.
Recent articles
- Trying out llama.cpp's new vision support - 10th May 2025
- Saying "hi" to Microsoft's Phi-4-reasoning - 6th May 2025
- Feed a video to a vision LLM as a sequence of JPEG frames on the CLI (also LLM 0.25) - 5th May 2025