scitex-dict
Dictionary utilities — DotDict, safe_merge, flatten, listed_dict, replace.
Full Documentation · uv pip install scitex-dict[all]
Problem and Solution
| # | Problem | Solution |
|---|---|---|
| 1 | YAML config access ergonomics — CONFIG["MODEL"]["hidden_size"] vs CONFIG.MODEL.hidden_size matters in a notebook |
DotDict — attribute-access dict subclass with recursive .x.y.z; works as a drop-in for the umpteen competing alternatives (addict, easydict, box, dotmap) |
| 2 | Merging configs silently overwrites — {**a, **b} on duplicate keys loses information |
safe_merge — duplicate keys raise; flatten turns nested dicts into dotted-key single-level for logging/CSV |
Installation
pip install scitex-dict
Architecture
scitex-dict/
├── src/scitex_dict/
│ ├── _DotDict.py # attribute-access dict subclass
│ ├── _safe_merge.py # raises on duplicate keys
│ ├── _flatten.py # nested → dotted-key
│ └── _listed_dict.py # default-list dict factory
└── tests/
1 Interfaces
Python API
from scitex_dict import (
DotDict, flatten, listed_dict, pop_keys,
replace, safe_merge, to_str,
)
cfg = DotDict({"model": {"lr": 0.001}})
cfg.model.lr # 0.001
safe_merge({"a": 1}, {"b": 2})
flatten({"x": {"y": 1, "z": [10, 20]}}) # {"x_y": 1, "x_z_0": 10, ...}
d = listed_dict(["a", "b"])
replace("hello world", {"hello": "hi"}) # "hi world"
to_str({"a": 1, "b": 2})
Demo
flowchart LR
YAML[YAML config] --> DD[DotDict]
DD -->|cfg.model.lr| Code[Your code]
A[dict A] --> SM[safe_merge]
B[dict B] --> SM
SM --> Merged[merged dict]
Quick Start
from scitex_dict import DotDict, safe_merge
cfg = DotDict({"model": {"lr": 0.001, "epochs": 100}})
print(cfg.model.lr) # 0.001
merged = safe_merge({"a": 1}, {"b": 2})
Part of SciTeX
scitex-dict is part of SciTeX. Install via
the umbrella with pip install scitex[dict] to use as
scitex.dict (Python) or scitex dict ... (CLI).
Four Freedoms for Research
- The freedom to run your research anywhere — your machine, your terms.
- The freedom to study how every step works — from raw data to final manuscript.
- The freedom to redistribute your workflows, not just your papers.
- The freedom to modify any module and share improvements with the community.
AGPL-3.0 — because we believe research infrastructure deserves the same freedoms as the software it runs on.
License
AGPL-3.0. See LICENSE.
Metadata
Release files for scitex-dict 0.1.8
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Total release size: 16.9 MB
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