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This commit is contained in:
Arnar Flatberg 2006-04-17 09:08:40 +00:00
parent adc3bf6bb1
commit 2f2d54e5c8
1 changed files with 20 additions and 5 deletions

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@ -6,8 +6,10 @@ from itertools import izip
class Dataset: class Dataset:
""" """Dataset base class.
Dataset base class
A Dataset is an n-way array with defined string identifiers across
all dimensions.
""" """
def __init__(self,input_array,def_list,parents=None): def __init__(self,input_array,def_list,parents=None):
self._data = asarray(input_array) self._data = asarray(input_array)
@ -18,6 +20,7 @@ class Dataset:
self.ids={} self.ids={}
self.children=[] self.children=[]
self._dim_num = {} self._dim_num = {}
self._dim_names = []
if parents!=None: if parents!=None:
for parent in self.parents: for parent in self.parents:
parent.children.append(self) parent.children.append(self)
@ -34,13 +37,23 @@ class Dataset:
self.ids[dim_name] = enum_ids self.ids[dim_name] = enum_ids
self._ids_set = self._ids_set.union(set(ids)) self._ids_set = self._ids_set.union(set(ids))
self._dim_num[dim_name] = axis self._dim_num[dim_name] = axis
self._dim_names.append(dim_name)
for df,d in izip(def_list,self.dims): for df,d in izip(def_list,self.dims):
df=df[1] df=df[1]
if len(df)!=d and df: if len(df)!=d and df:
raise ValueError,"dim size and identifyer mismatch" raise ValueError,"dim size and identifyer mismatch"
def names(self,axis=0):
"""Returns identifier names of a dimension. NB: not in any order! """
if type(axis)==int:
dim_name = self._dim_names[axis]
elif type(axis)==str:
dim_name = axis
return self.ids[dim_name].keys()
def extract_data(self,ids,dim_name): def extract_data(self,ids,dim_name):
"""Extracts data along a dimension by identifiers"""
new_def_list = self.def_list[:] new_def_list = self.def_list[:]
ids_index = [self.ids[dim_name][id_name] for id_name in ids] ids_index = [self.ids[dim_name][id_name] for id_name in ids]
dim_number = self._dim_num[dim_name] dim_number = self._dim_num[dim_name]
@ -49,13 +62,15 @@ class Dataset:
except: except:
raise ValueError raise ValueError
new_def_list[dim_number][1] = ids new_def_list[dim_number][1] = ids
D = Dataset(out_data,def_list=new_def_list,parents=self.parents) extracted_data = Dataset(out_data,def_list=new_def_list,parents=self.parents)
return D return extracted_data
def _create_identifiers(self,axis): def _create_identifiers(self,axis):
"""Creates identifiers along an axis"""
n_dim = self.dims[axis] n_dim = self.dims[axis]
return [str(axis) + '_' + str(i) for i in range(n_dim)] return [str(axis) + '_' + str(i) for i in range(n_dim)]
class Selection: class Selection:
"""Handles selected identifiers along each dimension of a dataset"""
def __init__(self): def __init__(self):
self.current_selection={} self.current_selection={}