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Add app/utils/cache.py #234

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132 changes: 132 additions & 0 deletions app/utils/cache.py
Original file line number Diff line number Diff line change
@@ -0,0 +1,132 @@
from pathlib import Path
import hashlib
import os
import time
import io
import numpy as np


def array_to_bytes(array):
"""Convert np.array-like object to bytes (for use w/ caching infrastructure).

Parameters
----------
array : list or numpy array-like object
Object to be converted to bytes
"""
b = io.BytesIO()
np.save(b, array)
return b.getvalue()


class Cache:
def __init__(self, cache_dir, max_items=None, max_age=None):
"""
Parameters
----------
cache_dir : Path or str
Path to cache. Will be created if necessary.
max_items : int, optional
Maximum number of items ever held in the cache. If
unspecified, then the cache size is only controlled by
`max_age`. If zero, caching will be disabled.
max_age : int, optional
Maximum age (in seconds) of an item in the cache before it
gets removed. If unspecified, the cache size is only
controlled by `max_items`.
"""
cache_dir = Path(cache_dir)
if not cache_dir.is_dir():
cache_dir.mkdir(parents=True, exist_ok=True)

self._cache_dir = Path(cache_dir)
self._max_items = max_items
self._max_age = max_age

def _hash_filename(self, filename):
m = hashlib.md5()
m.update(filename.encode('utf-8'))
return self._cache_dir / f'{m.hexdigest()}'

def __getitem__(self, name):
"""Return item from the cache.

Parameters
----------
name : str
"""
self.clean_cache()
if name is None:
return None

# Cache is disabled, return nothing
if self._max_items == 0:
return None

cache_file = self._hash_filename(name)
if not cache_file.exists():
return None

cache_file.touch() # Make newest in cache

return cache_file

def __setitem__(self, name, data):
"""Insert item into cache.

Parameters
----------
name : str
Name for this entry.
data : bytes
Bytes to be written to file associated with this entry.
"""
# Cache is disabled, do not add entry
if self._max_items == 0:
return

fn = self._hash_filename(name)
with open(fn, 'wb') as f:
f.write(data)

self.clean_cache()

def _remove(self, filenames):
"""Remove given items from the cache.

Parameters
----------
filenames : list of str
Files to remove from the cache.
"""
# fmt: off
for f in filenames:
try:
os.remove(f)
except FileNotFoundError:
pass
# fmt: on

def clean_cache(self):
# Remove stale cache files
cached_files = [
(f.stat().st_mtime, f.absolute()) for f in self._cache_dir.glob('*')
]
cached_files = sorted(cached_files, key=lambda x: x[0], reverse=True)

now = time.time()

if self._max_age is not None:
removed_by_time = [
filename
for (mtime, filename) in cached_files
if (now - mtime) > self._max_age
]
self._remove(removed_by_time)

if self._max_items is not None:
oldest = cached_files[self._max_items:]
self._remove([filename for (mtime, filename) in oldest])

def __len__(self):
return len(list(self._cache_dir.glob('*')))