NFS-safe persistent dictionary. Atomic file-per-key writes, in-memory read cache.
Project description
nfsdict
NFS-safe persistent dictionary for Python (CPython & PyPy).
One file per key, atomic writes via temp + rename, in-memory read cache so reads never touch NFS after initial load. Corruption of one file loses that key only — never the whole store.
A best-effort key index speeds up init by avoiding expensive directory scans. The index is advisory — exact lookups always fall back to disk, so keys written by other processes are never lost.
Install
pip install nfsdict
Usage
from nfsdict import NfsDict
# default: pickle serializer, ~/.local/share/nfsdict/default/
d = NfsDict()
# custom name and directory
d = NfsDict("my_cache", base_dir="/shared/nfs/cache")
# json serializer (human-readable, but values must be JSON-serializable)
d = NfsDict("my_cache", serializer="json")
# lazy loading: only keys are loaded at init, values fetched on first access
d = NfsDict("my_cache", lazy=True)
# use it like a normal dict
d["key"] = {"nested": [1, 2, 3]}
print(d["key"])
del d["key"]
print(len(d))
# re-read from disk (full scan, call if another process may have written)
d.sync()
# context manager flushes index on exit
with NfsDict("my_cache") as d:
d["key"] = "value"
How it works
- Each key is stored as a separate file, named by its SHA-256 hash, inside a two-character prefix subdirectory for filesystem-friendly sharding.
- Writes are atomic: data is written to a temp file, fsynced, then
os.replaced into place. - An in-memory cache is populated once at init and updated on every write/delete — so reads are pure dict lookups with zero NFS calls.
- If a key is not in the cache,
__getitem__falls back to reading its file directly from disk (covers keys written by other processes). - A best-effort key index avoids the expensive
rglobdirectory scan on startup. If the index is missing or corrupted, a full scan runs automatically and rebuilds it. - Corrupted value files are silently skipped during loading: you lose that one key, not the whole store.
API
NfsDict(name="default", base_dir=None, serializer="pickle", lazy=False)
| Parameter | Description |
|---|---|
name |
Namespace / subdirectory name |
base_dir |
Storage root. Defaults to platformdirs.user_data_dir |
serializer |
"pickle" or "json" |
lazy |
If True, values are loaded on first access, not at init |
Supports the full MutableMapping interface: __getitem__, __setitem__, __delitem__, __contains__, __iter__, __len__, plus:
.sync()— full re-read from disk.close()— flush the key index to disk- Context manager (
with NfsDict(...) as d:)
License
MIT
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