def filter_keys_by_dataset_id(did, key_container):
"""Filer provided key iterable by the provided `DatasetID`.
Note: The `modifiers` attribute of `did` should be `None` to allow for
**any** modifier in the results.
Args:
did (DatasetID): Query parameters to match in the `key_container`.
key_container (iterable): Set, list, tuple, or dict of `DatasetID`
keys.
Returns (list): List of keys matching the provided parameters in no
specific order.
"""
keys = iter(key_container)
for key in DATASET_KEYS:
if getattr(did, key) is not None:
if key == "wavelength":
keys = [k for k in keys
if (getattr(k, key) is not None and
DatasetID.wavelength_match(getattr(k, key),
getattr(did, key)))]
else:
keys = [k for k in keys
if getattr(k, key) is not None and getattr(k, key)
== getattr(did, key)]
return keys
def filter_keys_by_dataset_id(did, key_container):
"""Filer provided key iterable by the provided `DatasetID`.
Note: The `modifiers` attribute of `did` should be `None` to allow for
**any** modifier in the results.
Args:
did (DatasetID): Query parameters to match in the `key_container`.
key_container (iterable): Set, list, tuple, or dict of `DatasetID`
keys.
Returns (list): List of keys matching the provided parameters in no
specific order.
"""
keys = iter(key_container)
for key in DATASET_KEYS:
if getattr(did, key) is not None:
if key == "wavelength":
keys = [k for k in keys
if (getattr(k, key) is not None and
DatasetID.wavelength_match(getattr(k, key),
getattr(did, key)))]
else:
keys = [k for k in keys
if getattr(k, key) is not None and getattr(k, key)
== getattr(did, key)]
return keys
def get_keys(self,
name_or_wl,
resolution=None,
polarization=None,
calibration=None,
modifiers=None):
# Get things that match at least the name_or_wl
if isinstance(name_or_wl, numbers.Number):
keys = [
k for k in self.keys()
if DatasetID.wavelength_match(k.wavelength, name_or_wl)
]
elif isinstance(name_or_wl, (str, six.text_type)):
keys = [
k for k in self.keys()
if DatasetID.name_match(k.name, name_or_wl)
]
else:
raise TypeError("First argument must be a wavelength or name")
if resolution is not None:
if not isinstance(resolution, (list, tuple)):
resolution = (resolution, )
keys = [
k for k in keys
if k.resolution is not None and k.resolution in resolution
]
if polarization is not None:
if not isinstance(polarization, (list, tuple)):
polarization = (polarization, )
keys = [
k for k in keys if k.polarization is not None
and k.polarization in polarization
]
if calibration is not None:
if not isinstance(calibration, (list, tuple)):
calibration = (calibration, )
keys = [
k for k in keys
if k.calibration is not None and k.calibration in calibration
]
if modifiers is not None:
keys = [
k for k in keys
if k.modifiers is not None and k.modifiers == modifiers
]
return keys
def get_keys_by_datasetid(self, did):
keys = self.keys()
for key in DATASET_KEYS:
if getattr(did, key) is not None:
if key == "wavelength":
keys = [
k for k in keys
if (getattr(k, key) is not None
and DatasetID.wavelength_match(
getattr(k, key), getattr(did, key)))
]
else:
keys = [
k for k in keys if getattr(k, key) is not None
and getattr(k, key) == getattr(did, key)
]
return keys
def get_key(self, key):
if isinstance(key, DatasetID):
res = self.get_keys_by_datasetid(key)
if not res:
return None
elif len(res) == 1:
return res[0]
# more than one dataset matched
res = self.get_best_choice(key, res)
if len(res) != 1:
raise KeyError("No unique dataset matching " + str(key))
return res[0]
# get by wavelength
elif isinstance(key, numbers.Number):
for k in self.keys():
if k.wavelength is not None and \
DatasetID.wavelength_match(k.wavelength, key):
return k
# get by name
else:
for k in self.keys():
if DatasetID.name_match(k.name, key):
return k