avoid random order when using sets
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@ -25,11 +25,27 @@ from . import util
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h5py3 = h5py.__version__[0] == '3'
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def _read(dataset):
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metadata = {k:(v if h5py3 else v.decode()) for k,v in dataset.attrs.items()}
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dtype = np.dtype(dataset.dtype,metadata=metadata)
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return np.array(dataset,dtype=dtype)
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def _match(requested,existing):
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def flatten_list(list_of_lists):
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return [e for e_ in list_of_lists for e in e_]
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if requested is True:
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requested = '*'
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elif requested is False or requested is None:
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requested = []
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requested_ = requested if hasattr(requested,'__iter__') and not isinstance(requested,str) else \
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[requested]
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return sorted(set(flatten_list([glob.fnmatch.filter(existing,r) for r in requested_])),
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key=util.natural_sort)
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class Result:
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"""
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@ -70,10 +86,9 @@ class Result:
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self.origin = f['geometry'].attrs['origin']
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r=re.compile('inc[0-9]+' if self.version_minor < 12 else 'increment_[0-9]+')
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increments_unsorted = {int(i[10:]):i for i in f.keys() if r.match(i)}
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self.increments = [increments_unsorted[i] for i in sorted(increments_unsorted)]
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self.times = [round(f[i].attrs['time/s'],12) for i in self.increments] if self.version_minor < 12 else \
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[round(f[i].attrs['t/s'],12) for i in self.increments]
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self.increments = sorted([i for i in f.keys() if r.match(i)],key=util.natural_sort)
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self.times = [round(f[i].attrs['time/s'],12) for i in self.increments] if self.version_minor < 12 else \
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[round(f[i].attrs['t/s'],12) for i in self.increments]
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grp = 'mapping' if self.version_minor < 12 else 'cell_to'
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@ -81,15 +96,17 @@ class Result:
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self.homogenizations = [m.decode() for m in np.unique(f[f'{grp}/homogenization']
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['Name' if self.version_minor < 12 else 'label'])]
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self.homogenizations = sorted(self.homogenizations,key=util.natural_sort)
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self.phases = [c.decode() for c in np.unique(f[f'{grp}/phase']
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['Name' if self.version_minor < 12 else 'label'])]
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self.phases = sorted(self.phases,key=util.natural_sort)
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self.fields = []
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for c in self.phases:
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self.fields += f['/'.join([self.increments[0],'phase',c])].keys()
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for m in self.homogenizations:
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self.fields += f['/'.join([self.increments[0],'homogenization',m])].keys()
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self.fields = list(set(self.fields)) # make unique
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self.fields = sorted(set(self.fields),key=util.natural_sort) # make unique
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self.visible = {'increments': self.increments,
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'phases': self.phases,
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@ -135,14 +152,10 @@ class Result:
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True is equivalent to [*], False is equivalent to [].
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"""
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def natural_sort(key):
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convert = lambda text: int(text) if text.isdigit() else text
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return [ convert(c) for c in re.split('([0-9]+)', key) ]
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# allow True/False and string arguments
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if datasets is True:
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datasets = ['*']
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elif datasets is False:
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datasets = '*'
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elif datasets is False or datasets is None:
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datasets = []
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choice = datasets if hasattr(datasets,'__iter__') and not isinstance(datasets,str) else \
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[datasets]
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@ -166,19 +179,17 @@ class Result:
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elif np.isclose(c,self.times[idx+1]):
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choice.append(self.increments[idx+1])
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valid = [e for e_ in [glob.fnmatch.filter(getattr(self,what),s) for s in choice] for e in e_]
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valid = _match(choice,getattr(self,what))
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existing = set(self.visible[what])
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if action == 'set':
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self.visible[what] = valid
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self.visible[what] = sorted(set(valid), key=util.natural_sort)
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elif action == 'add':
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add = existing.union(valid)
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add_sorted = sorted(add, key=natural_sort)
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self.visible[what] = add_sorted
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self.visible[what] = sorted(add, key=util.natural_sort)
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elif action == 'del':
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diff = existing.difference(valid)
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diff_sorted = sorted(diff, key=natural_sort)
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self.visible[what] = diff_sorted
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self.visible[what] = sorted(diff, key=util.natural_sort)
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def _get_attribute(self,path,attr):
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@ -1285,7 +1296,6 @@ class Result:
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ln = 3 if self.version_minor < 12 else 10 # compatibility hack
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N_digits = int(np.floor(np.log10(max(1,int(self.increments[-1][ln:])))))+1
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output_ = set([output] if isinstance(output,str) else output)
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constituents_ = constituents if isinstance(constituents,Iterable) else \
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(range(self.N_constituents) if constituents is None else [constituents])
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@ -1322,8 +1332,7 @@ class Result:
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if field not in f['/'.join((inc,ty,label))].keys(): continue
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outs = {}
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for out in f['/'.join((inc,ty,label,field))].keys() if '*' in output_ else \
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output_.intersection(f['/'.join((inc,ty,label,field))].keys()):
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for out in _match(output,f['/'.join((inc,ty,label,field))].keys()):
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data = ma.array(_read(f['/'.join((inc,ty,label,field,out))]))
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if ty == 'phase':
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@ -1375,23 +1384,20 @@ class Result:
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"""
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r = {}
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output_ = set([output] if isinstance(output,str) else output)
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with h5py.File(self.fname,'r') as f:
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for inc in util.show_progress(self.visible['increments']):
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r[inc] = {'phase':{},'homogenization':{},'geometry':{}}
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for out in f['/'.join((inc,'geometry'))].keys() if '*' in output_ else \
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output_.intersection(f['/'.join((inc,'geometry'))].keys()):
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for out in _match(output,f['/'.join((inc,'geometry'))].keys()):
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r[inc]['geometry'][out] = _read(f['/'.join((inc,'geometry',out))])
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for ty in ['phase','homogenization']:
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for label in self.visible[ty+'s']:
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r[inc][ty][label] = {}
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for field in set(self.visible['fields']).union(f['/'.join((inc,ty,label))].keys()):
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for field in _match(self.visible['fields'],f['/'.join((inc,ty,label))].keys()):
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r[inc][ty][label][field] = {}
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for out in f['/'.join((inc,ty,label,field))].keys() if '*' in output_ else \
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output_.intersection(f['/'.join((inc,ty,label,field))].keys()):
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for out in _match(output,f['/'.join((inc,ty,label,field))].keys()):
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r[inc][ty][label][field][out] = _read(f['/'.join((inc,ty,label,field,out))])
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if prune: r = util.dict_prune(r)
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@ -1435,7 +1441,6 @@ class Result:
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"""
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r = {}
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output_ = set([output] if isinstance(output,str) else output)
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constituents_ = constituents if isinstance(constituents,Iterable) else \
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(range(self.N_constituents) if constituents is None else [constituents])
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@ -1464,18 +1469,16 @@ class Result:
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for inc in util.show_progress(self.visible['increments']):
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r[inc] = {'phase':{},'homogenization':{},'geometry':{}}
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for out in f['/'.join((inc,'geometry'))].keys() if '*' in output_ else \
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output_.intersection(f['/'.join((inc,'geometry'))].keys()):
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for out in _match(output,f['/'.join((inc,'geometry'))].keys()):
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r[inc]['geometry'][out] = _read(f['/'.join((inc,'geometry',out))])
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for ty in ['phase','homogenization']:
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for label in self.visible[ty+'s']:
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for field in set(self.visible['fields']).union(f['/'.join((inc,ty,label))].keys()):
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for field in _match(self.visible['fields'],f['/'.join((inc,ty,label))].keys()):
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if field not in r[inc][ty].keys():
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r[inc][ty][field] = {}
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for out in f['/'.join((inc,ty,label,field))].keys() if '*' in output_ else \
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output_.intersection(f['/'.join((inc,ty,label,field))].keys()):
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for out in _match(output,f['/'.join((inc,ty,label,field))].keys()):
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data = ma.array(_read(f['/'.join((inc,ty,label,field,out))]))
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if ty == 'phase':
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@ -17,6 +17,7 @@ __all__=[
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'srepr',
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'emph','deemph','warn','strikeout',
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'execute',
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'natural_sort',
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'show_progress',
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'scale_to_coprime',
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'project_stereographic',
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@ -113,6 +114,11 @@ def execute(cmd,wd='./',env=None):
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return process.stdout, process.stderr
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def natural_sort(key):
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convert = lambda text: int(text) if text.isdigit() else text
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return [ convert(c) for c in re.split('([0-9]+)', key) ]
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def show_progress(iterable,N_iter=None,prefix='',bar_length=50):
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"""
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Decorate a loop with a status bar.
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