A collection of diagnostic and interpolation routines for use with output from the Weather Research and Forecasting (WRF-ARW) Model.
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from __future__ import (absolute_import, division, print_function,
unicode_literals)
from threading import local
from collections import OrderedDict
from .config import get_cache_size
_local_storage = local()
def cache_item(key, product, value):
"""Store an item in the cache.
The cache should be viewed as two nested dictionaries. The outer key is
usually the id for the sequence where the cached item was generated. The
inner key is the product type.
Storing a cached item behaves like:
cache[key][product] = value
The cache is thread local, so stored items are only available in
the thread that cached them.
Args:
key (:obj:`int`): The outer dictionary cache key, which is typically
the id of the sequence where the cached item was generated.
product (:obj:`str`): The inner dictionary cache key, which is a
string for the product type.
value (:obj:`object`): The object to store in the cache.
Returns:
None.
See Also:
:meth:`get_cached_item`
"""
global _local_storage
if key is None:
return
try:
cache = _local_storage.cache
except AttributeError:
_local_storage.cache = OrderedDict()
cache = _local_storage.cache
try:
_ = cache[key]
except KeyError:
if len(cache) >= get_cache_size():
cache.popitem(last=False) # Remove the oldest dataset
cache[key] = OrderedDict()
cache[key][product] = value
def get_cached_item(key, product):
"""Return an item from the cache.
The cache should be viewed as two nested dictionaries. The outer key is
usually the id for the sequence where the cached item was generated. The
inner key is the product type.
Retrieving a cached item behaves like:
value = cache[key][product]
The cache is thread local, so stored items are only available in
the thread that cached them.
Args:
key (:obj:`int`): The outer dictionary cache key, which is typically
the id of the sequence where the cached item was generated.
product (:obj:`str`): The inner dictionary cache key, which is a
string for the product type.
Returns:
:obj:`object`: The cached object.
See Also:
:meth:`cache_item`
"""
if key is None:
return None
cache = getattr(_local_storage, "cache", None)
if cache is None:
return None
prod_dict = cache.get(key, None)
if prod_dict is None:
return None
result = prod_dict.get(product, None)
return result
def _get_cache():
"""Return the cache.
This is primarily used for testing.
Returns:
:class:`threading.local`
"""
return getattr(_local_storage, "cache", None)