NamedTreemap
jax.tree_map, but for all datatypes and with input names
Getting Started
Installation
python3 -m pip install namedtreemap
Examples
import namedtreemap as ntm
from typing import Tuple, Any
def fn(prefix: Tuple[Any, ...], *items):
print(prefix, items)
return items[0] + 1
obj = {"3": {"2": [1, 2]}, "1": (0,)}
print("Original:", obj) # Original: {'3': {'2': [1, 2]}, '1': (0,)}
obj = ntm.named_treemap(fn, obj, obj)
# ('3', '2', 0) (1, 1) - 0 (int) is a list index
# ('3', '2', 1) (2, 2) - 1 (int) is a list index
# ('1', 0.0) (0, 0) - 0.0 (float) is a tuple index
print("Modified:", obj) # Modified: {'3': {'2': [2, 3]}, '1': (1,)}
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