def __init__(self, ref, prefix=None, **kwargs):
"""
Just instantiates the parent class.
:param ref: root of the archive
:param prefix: difference between the internal path (ref) and the ILCD base
(note: for local archives, this defaults to 'ILCD'; for remote arcnives it
defaults to empty)
:param quiet: forwarded to ArchiveInterface
:return:
"""
super(IlcdArchive, self).__init__(ref, **kwargs)
self.internal_prefix = prefix
if prefix is not None:
self._serialize_dict['prefix'] = prefix
self._archive = Archive(self.ref)
if not self._archive.OK:
print('Trying local ELCD reference')
self._archive = Archive(elcd3_local_fallback)
if not self._archive.OK:
print('Falling back to ELCD Remote Reference')
self._archive = Archive(elcd3_remote_fallback, query_string='format=xml')
if self._archive.compressed or self._archive.remote:
self._pathtype = posixpath
else:
self._pathtype = os.path
def __init__(self, ref, prefix=None, **kwargs):
"""
Just instantiates the parent class.
:param ref: just a reference
:param prefix: difference between the internal path (ref) and the ILCD base
:return:
"""
super(EcospoldV1Archive, self).__init__(ref, **kwargs)
self.internal_prefix = prefix
self._q_dict = dict()
self._archive = Archive(self.ref)
class EcospoldV2Archive(LcArchive):
"""
class for loading metadata from ecospold v2 files. Now I know ecoinvent supplies a whole ton of supplementary
information in files that are *outside* the ecospold archives- and that information is going to be IGNORED.
or loaded separately. But not handled here.
"""
nsmap = 'http://www.EcoInvent.org/EcoSpold02' # only valid for v1 ecospold files
spold_version = tail.search(nsmap).groups()[0]
def __init__(self, ref, prefix=None, **kwargs):
"""
Just instantiates the parent class.
:param ref: just a reference
:param prefix: difference between the internal path (ref) and the ILCD base
:return:
"""
super(EcospoldV2Archive, self).__init__(ref, **kwargs)
self.internal_prefix = prefix
if self.internal_prefix is not None:
self._serialize_dict['prefix'] = self.internal_prefix
self._archive = Archive(self.ref)
def fg_proxy(self, proxy):
for ds in self.list_datasets(proxy):
self.retrieve_or_fetch_entity(ds)
return self[proxy]
def bg_proxy(self, proxy):
return self.fg_proxy(proxy)
# no need for _key_to_id - keys in ecospold are uuids
def _prefix(self, filename):
if self.internal_prefix is not None:
try:
filename = os.path.join(self.internal_prefix, filename)
except TypeError: # None filename
filename = self.internal_prefix
return filename
def _de_prefix(self, string):
if self.internal_prefix is None:
return string
else:
return re.sub('^' + os.path.join(self.internal_prefix, ''), '', string)
def _fetch_filename(self, filename):
return self._archive.readfile(self._prefix(filename))
def list_datasets(self, startswith=None):
assert self._archive.remote is False, "Cannot list objects for remote archives"
return [self._de_prefix(x) for x in self._archive.listfiles(in_prefix=self._prefix(startswith))]
def _get_objectified_entity(self, filename):
try:
o = objectify.fromstring(self._fetch_filename(filename))
except ValueError:
print('failed on :%s:' % filename)
return None
if o.nsmap[None] != self.nsmap:
raise EcospoldV2Error('This class is for EcoSpold v%s only!' % self.nsmap[-2:])
return o
def _get_objectified_entity_with_lt_gt(self, filename):
try:
f = self._fetch_filename(filename)
f = re.sub(' < ', ' < ', re.sub(' > ', ' > ', f.decode()))
o = objectify.fromstring(f)
except ValueError:
print('failed on :%s:' % filename)
return None
except TypeError:
print('failed on :%s:' % filename)
raise
if o.nsmap[None] != self.nsmap:
raise EcospoldV2Error('This class is for EcoSpold v%s only!' % self.nsmap[-2:])
return o
def _create_quantity(self, exchange):
"""
In ecospold v2, quantities are still only units, defined by string. They do get their own uuids, but only
as 'properties' of the flows- flows themselves are only measured by unit.
this code is cc'd from ecospold1
:param exchange:
:return:
"""
unitstring = exchange.unitName.text
unit_uuid = exchange.attrib['unitId']
try_q = self[unit_uuid]
if try_q is None:
ref_unit, _ = self._create_unit(unitstring)
q = LcQuantity(unit_uuid, Name='EcoSpold Quantity %s' % unitstring, ReferenceUnit=ref_unit,
Comment=self.spold_version)
self.add(q)
else:
q = try_q
return q
@staticmethod
def _cls_to_text(i):
if isinstance(i, objectify.ObjectifiedElement):
return ': '.join([i.classificationSystem.text, i.classificationValue.text])
else:
return ''
@staticmethod
def _cat_to_text(i):
if isinstance(i, objectify.ObjectifiedElement):
return [i.compartment.text, i.subcompartment.text]
else:
return []
def _create_flow(self, exchange):
"""
makes a flow entity and adds to the db
:param exchange:
:return:
"""
if 'intermediate' in exchange.tag:
uid = exchange.attrib['intermediateExchangeId']
cat = [self._cls_to_text(exchange.classification)]
elif 'elementary' in exchange.tag:
uid = exchange.attrib['elementaryExchangeId']
cat = self._cat_to_text(exchange.compartment)
else:
raise AttributeError('No exchange type found for id %s' % exchange.attrib['id'])
if self[uid] is not None:
return self[uid]
if 'casNumber' in exchange.attrib:
cas = exchange.attrib['casNumber']
else:
cas = ''
q = self._create_quantity(exchange)
n = exchange.name.text
c = 'EcoSpold02 Flow'
f = LcFlow(uid, Name=n, CasNumber=cas, Comment=c, Compartment=cat)
f.add_characterization(quantity=q, reference=True)
self.add(f)
return f
def _create_process_entity(self, o):
ad = find_tag(o, 'activityDescription')[0]
u = ad.activity.get('id')
if self[u] is not None:
return self[u]
n = find_tag(ad, 'activityName')[0].text
try:
c = find_tag(ad, 'generalComment')[0]['text'].text
except TypeError:
c = 'no comment.'
except AttributeError:
print('activity ID %s: no comment' % u)
c = 'no comment.'
g = find_tag(ad, 'geography')[0].shortname.text
tp = find_tag(ad, 'timePeriod')[0]
stt = {'begin': tp.get('startDate'), 'end': tp.get('endDate')}
cls = [self._cls_to_text(i) for i in find_tag(ad, 'classification')]
p = LcProcess(u, Name=n, Comment=c, SpatialScope=g, TemporalScope=stt,
Classifications=cls)
self.add(p)
return p
def _grab_reference_flow(self, o, rf):
"""
Create a reference exchange from the flowdata
:param o:
:param rf:
:return:
"""
for x in find_tag(o, 'flowData')[0].getchildren():
if 'intermediate' in x.tag:
if x.attrib['intermediateExchangeId'] == rf:
return self._create_flow(x)
raise KeyError('Noted reference exchange %s not found!' % rf)
def _collect_exchanges(self, o):
"""
:param o:
:return:
"""
flowlist = []
for exch in find_tag(o, 'flowData')[0].getchildren():
if 'parameter' in exch.tag:
continue
if 'impactIndicator' in exch.tag:
continue
f = self._create_flow(exch)
if hasattr(exch, 'outputGroup'):
d = 'Output'
elif hasattr(exch, 'inputGroup'):
d = 'Input'
else:
raise DirectionlessExchangeError
v = float(exch.get('amount')) # or None if not found
t = exch.get('activityLinkId') # or None if not found
flowlist.append(EcospoldExchange(f, d, v, t))
return flowlist
def _collect_impact_scores(self, o, process, flow):
"""
the old "1115"
:param o:
:return:
"""
scores = []
exch = ExchangeValue(process, flow, 'Output', value=1.0)
for cf in find_tag(o, 'flowData')[0].getchildren():
if 'impactIndicator' in cf.tag:
m = cf.impactMethodName.text
c = cf.impactCategoryName.text
i = cf.name.text
v = float(cf.get('amount'))
scores.append(EcospoldLciaResult(m, c, i, v))
return scores
def objectify(self, filename):
try:
o = self._get_objectified_entity(filename)
except XMLSyntaxError:
print(' !!XMLSyntaxError-- trying to escape < and > signs')
try:
o = self._get_objectified_entity_with_lt_gt(filename)
except XMLSyntaxError:
print(' !!Failed loading %s' % filename)
raise
return o
def _create_process(self, filename, exchanges=True):
"""
Extract dataset object from XML file
:param filename:
:return:
"""
o = self.objectify(filename)
p = self._create_process_entity(o)
rf = self._grab_reference_flow(o, spold_reference_flow(filename))
rx = p.add_reference(rf, 'Output')
self._print('Identified reference exchange\n %s' % rx)
if exchanges:
for exch in self._collect_exchanges(o):
if exch.value != 0:
self._print('Exch %s [%s] (%g)' % (exch.flow, exch.direction, exch.value))
p.add_exchange(exch.flow, exch.direction, reference=rx, value=exch.value,
termination=exch.termination)
return p
'''
def _fetch(self, uid, ref_flow=None):
"""
ecospoldV2 files are named by activityId_referenceFlow - if none is supplied, take the first one found
matching activityId
:param uid:
:param ref_flow:
:return:
"""
if ref_flow is not None:
uid = '_'.join([uid, ref_flow])
files = self.list_datasets(uid)
if len(files) == 0:
return None
return self._create_process(files[0])
'''
def retrieve_or_fetch_entity(self, filename, **kwargs):
entity = self._get_entity(filename) # this checks upstream if it exists
if entity is not None:
if spold_reference_flow(filename) in [x.flow.get_uuid() for x in entity.reference_entity]:
return entity
return self._create_process(filename, **kwargs)
def retrieve_lcia_scores(self, filename, quantities=None):
"""
This function retrieves LCIA scores from an Ecospold02 file and stores them as characterizations in
an LcFlow entity corresponding to the *first* (and presumably, only) reference intermediate flow
Only stores cfs for quantities that exist locally.
:param filename:
:param quantities: list of quantity entities to look for (defaults to self.quantities())
:return: a dict of quantity uuid to score
"""
if quantities is None:
quantities = self.quantities()
import time
start_time = time.time()
print('Loading LCIA results from %s' % filename)
o = self.objectify(filename)
self._print('%30.30s -- %5f' % ('Objectified', time.time() - start_time))
p = self._create_process_entity(o)
rf = self._grab_reference_flow(o, spold_reference_flow(filename))
exch = ExchangeValue(p, rf, 'Output', value=1.0)
tags = dict()
for q in quantities:
if 'Method' in q.keys():
if q['Name'] in tags:
raise KeyError('Name collision %s' % q['Name'])
tags[q['Name']] = q
results = LciaResults(p)
for char in find_tag(o, 'flowData')[0].getchildren():
if 'impactIndicator' in char.tag:
m = char.impactMethodName.text
c = char.impactCategoryName.text
i = char.name.text
v = float(char.get('amount'))
my_tag = ', '.join([m, c, i])
if my_tag in tags:
q = tags[my_tag]
result = LciaResult(q)
cf = Characterization(rf, q, value=v, location=p['SpatialScope'])
result.add_score(p.get_uuid(), exch, cf, p['SpatialScope'])
results[q.get_uuid()] = result
self._print('%30.30s -- %5f' % ('Impact scores collected', time.time() - start_time))
return results
def _load_all(self, exchanges=True):
now = time()
count = 0
for k in self.list_datasets():
self.retrieve_or_fetch_entity(k, exchanges=exchanges)
count += 1
if count % 100 == 0:
print(' Loaded %d processes (t=%.2f s)' % (count, time()-now))
print(' Loaded %d processes (t=%.2f s)' % (count, time() - now))
self.check_counter()
class EcospoldV1Archive(NsUuidArchive):
"""
Create an Ecospold Archive object from a path. By default, assumes the path points to a literal
.7z file, of the type that one can download from the ecoinvent website. Creates an accessor for
files in that archive and allows a user to
"""
nsmap = 'http://www.EcoInvent.org/EcoSpold01' # only valid for v1 ecospold files
spold_version = tail.search(nsmap).groups()[0]
def __init__(self, ref, prefix=None, **kwargs):
"""
Just instantiates the parent class.
:param ref: just a reference
:param prefix: difference between the internal path (ref) and the ILCD base
:return:
"""
super(EcospoldV1Archive, self).__init__(ref, **kwargs)
self.internal_prefix = prefix
self._q_dict = dict()
self._archive = Archive(self.ref)
def _build_prefix(self):
path = ''
if self.internal_prefix is not None:
path = os.path.join(self.internal_prefix, path)
return path
def list_datasets(self):
assert self._archive.remote is False, "Cannot list objects for remote archives"
return self._archive.listfiles(in_prefix=self._build_prefix())
def _fetch_filename(self, filename):
return self._archive.readfile(filename)
def _get_objectified_entity(self, filename):
o = objectify.fromstring(self._archive.readfile(filename))
if o.nsmap[None] != self.nsmap:
raise EcospoldVersionError('This class is for EcoSpold v%s only!' % self.nsmap[-2:])
return o
def _create_quantity(self, unitstring):
"""
In ecospold v1, quantities are only units, defined by string
:param unitstring:
:return:
"""
if unitstring in self._q_dict:
q = self._q_dict[unitstring]
else:
ref_unit, _ = self._create_unit(unitstring)
uid = self._key_to_id(unitstring)
q = LcQuantity(uid, Name='EcoSpold Quantity %s' % unitstring,
ReferenceUnit=ref_unit, Comment=self.spold_version)
q.set_external_ref(unitstring)
self.add(q)
self._q_dict[unitstring] = q
return q
def _create_flow(self, exch):
"""
An ecospold01 exchange is really just a long attribute list, plus an inputGroup or outputGroup (ignored here)
:param exch:
:return:
"""
number = int(exch.get('number'))
uid = self._key_to_id(number)
try_f = self[uid]
if try_f is not None:
f = try_f
assert f.entity_type == 'flow', "Expected flow, found %s" % f.entity_type
else:
# generate flow
n = exch.get("name")
q = self._create_quantity(exch.get("unit"))
c = not_none(exch.get("generalComment"))
cas = not_none(exch.get("CASNumber"))
cat = [exch.get('category'), exch.get('subCategory')]
f = LcFlow(uid, Name=n, CasNumber=cas, Comment=c, Compartment=cat)
f.add_characterization(q, reference=True)
f.set_external_ref(number)
self.add(f)
if exch.get("unit") != f.unit():
local_q = self._create_quantity(exch.get("unit"))
if not f.has_characterization(local_q):
if (f.unit(), local_q.unit()) not in conversion_dict:
print('Flow %s needs characterization for unit %s' % (f, local_q))
val = parse_math(input('Enter conversion factor 1 %s = x %s' % (f.unit(), local_q)))
else:
val = conversion_dict[(f.unit(), local_q.unit())]
f.add_characterization(local_q, value=val)
return f
def _create_process(self, filename):
"""
Extract dataset object from XML file
:param filename:
:return:
"""
o = self._get_objectified_entity(filename)
rf = None # reference flow
flowlist = []
for exch in o.dataset.flowData.getchildren():
f = self._create_flow(exch)
if hasattr(exch, 'outputGroup'):
d = 'Output'
if exch.outputGroup == 0:
assert rf is None, "Multiple reference flows found!"
rf = f
elif hasattr(exch, 'inputGroup'):
d = 'Input'
else:
raise DirectionlessExchangeError
local_q = self._create_quantity(exch.get("unit"))
v = float(exch.get('meanValue')) # returns none if missing
if local_q is not f.reference_entity:
v = v / f.cf(local_q)
flowlist.append((f, d, v))
p_meta = o.dataset.metaInformation.processInformation
n = p_meta.referenceFunction.get('name')
u = self._key_to_id(n)
try_p = self[u]
if try_p is not None:
p = try_p
assert p.entity_type == 'process', "Expected process, found %s" % p.entity_type
else:
# create new process
g = p_meta.geography.get('location')
stt = {'begin': str(find_tag(p_meta, 'startDate')[0]), 'end': str(find_tag(p_meta, 'endDate')[0])}
c = p_meta.referenceFunction.get('generalComment')
cls = [p_meta.referenceFunction.get('category'), p_meta.referenceFunction.get('subCategory')]
p = LcProcess(u, Name=n, Comment=c, SpatialScope=g, TemporalScope=stt,
Classifications=cls)
p.set_external_ref(n)
if rf is None:
rx = None
else:
rx = p.add_reference(rf, 'Output')
for flow, f_dir, val in flowlist:
self._print('Exch %s [%s] (%g)' % (flow, f_dir, val))
p.add_exchange(flow, f_dir, reference=None, value=val, add_dups=True)
self.add(p)
return p
def _fetch(self, uid, **kwargs):
"""
Nothing to do here-- if it's not found, it needs to be loaded
:param uid:
:param kwargs:
:return:
"""
print('No way to fetch by UUID. Loading all processes...')
self.load_all()
def _load_all(self):
"""
No need to "fetch" with ecospold v1, since UUIDs are not known in advance.
Instead, just load all the processes at once.
:return:
"""
for k in self.list_datasets():
self._create_process(k)
self.check_counter('quantity')
self.check_counter('flow')
self.check_counter('process')
def serialize(self, **kwargs):
j = super(EcospoldV1Archive, self).serialize(**kwargs)
if self.internal_prefix is not None:
j['prefix'] = self.internal_prefix
return j
class IlcdArchive(LcArchive):
"""
This class handles de-referencing for ILCD archives
"""
def __init__(self, ref, prefix=None, **kwargs):
"""
Just instantiates the parent class.
:param ref: root of the archive
:param prefix: difference between the internal path (ref) and the ILCD base
(note: for local archives, this defaults to 'ILCD'; for remote arcnives it
defaults to empty)
:param quiet: forwarded to ArchiveInterface
:return:
"""
super(IlcdArchive, self).__init__(ref, **kwargs)
self.internal_prefix = prefix
if prefix is not None:
self._serialize_dict['prefix'] = prefix
self._archive = Archive(self.ref)
if not self._archive.OK:
print('Trying local ELCD reference')
self._archive = Archive(elcd3_local_fallback)
if not self._archive.OK:
print('Falling back to ELCD Remote Reference')
self._archive = Archive(elcd3_remote_fallback, query_string='format=xml')
if self._archive.compressed or self._archive.remote:
self._pathtype = posixpath
else:
self._pathtype = os.path
def _build_prefix(self):
if self._archive.remote:
path = ''
else:
path = 'ILCD'
if self.internal_prefix is not None:
path = self._pathtype.join(self.internal_prefix, path)
return path
def _de_prefix(self, file):
return re.sub('^' + self._pathtype.join(self._build_prefix(), ''), '', file)
def _path_from_parts(self, dtype, uid, version=None):
"""
aka 'path from parts'
:param dtype: required
:param uid: required
:param version: optional [None]
:return: a single (prefixed) path
"""
assert _check_dtype(dtype)
postpath = self._pathtype.join(self._build_prefix(), typeDirs[dtype], uid)
if version is not None:
postpath += '_' + version
return postpath + '.xml'
def _path_from_search(self, search_result):
return self._pathtype.join(self._build_prefix(), search_result)
def search_by_id(self, uid, dtype=None):
return [i for i in self.list_objects(dtype=dtype) if re.search(uid, i, flags=re.IGNORECASE)]
def list_objects(self, dtype=None):
assert self._archive.remote is False, "Cannot list objects for remote archives"
in_prefix = self._build_prefix()
if dtype is not None:
assert _check_dtype(dtype)
in_prefix = self._pathtype.join(in_prefix, typeDirs[dtype])
return [self._de_prefix(f) for f in self._archive.listfiles(in_prefix=in_prefix)]
def _fetch_filename(self, filename):
return self._archive.readfile(filename)
def _check_or_retrieve_child(self, uid, uri):
child = self._get_entity(uid)
if child is None:
dtype = _extract_dtype(uri, self._pathtype)
child = self.retrieve_or_fetch_entity(uid, dtype=dtype)
return child
def _get_objectified_entity(self, filename):
return objectify.fromstring(self._fetch_filename(filename))
def _search_for_term(self, term, dtype=None):
search_results = self.search_by_id(term, dtype=dtype)
if len(search_results) > 0:
self._print('Found Results:')
[print(i) for i in search_results]
if len(search_results) > 1:
print('Please refine search')
return None
result = self._path_from_search(search_results[0])
dtype = _extract_dtype(result, self._pathtype)
if dtype is None:
raise ValueError('Search result with no matching dtype')
return self.objectify(result, dtype=dtype)
print('No results.')
return None
def objectify(self, term, dtype=None, version=None):
if dtype is None:
return self._search_for_term(term)
try:
uid = _extract_uuid(term)
except AttributeError:
# can't find UUID: search is required
return self._search_for_term(term, dtype=dtype)
# if we get here, uid is valid and dtype is valid
entity = self._get_entity(uid)
if entity is not None:
return entity
try:
# if we are a search result, this will succeed
o = self._get_objectified_entity(self._path_from_search(term))
except (KeyError, FileNotFoundError):
# we are not a search result-- let's build the entity path
o = self._get_objectified_entity(self._path_from_parts(dtype, uid, version=version))
return o
def _create_unit(self, unit_ref):
"""
UnitGroups aren't stored as full-fledged entities- they are stored as dicts inside quantities.
:param unit_ref:
:return:
"""
dtype = _extract_dtype(unit_ref, self._pathtype)
uid = _extract_uuid(unit_ref)
filename = self._path_from_parts(dtype, uid)
o = self._get_objectified_entity(filename)
ns = find_ns(o.nsmap, 'UnitGroup')
u = str(find_common(o, 'UUID')[0])
reference_unit = int(find_tag(o, 'referenceToReferenceUnit', ns=ns)[0])
unitstring = str(o['units'].getchildren()[reference_unit]['name'])
ref_unit = LcUnit(unitstring, unit_uuid=u)
ref_unit.set_external_ref('%s/%s' % (typeDirs['UnitGroup'], u))
unitconv = dict()
for i in o['units'].getchildren():
unitconv[str(i['name'])] = 1.0 / float(i['meanValue'])
return ref_unit, unitconv
def _create_quantity(self, o):
"""
:param o: objectified FlowProperty
:return:
"""
ns = find_ns(o.nsmap, 'FlowProperty')
u = str(find_common(o, 'UUID')[0])
n = str(find_common(o, 'name')[0])
c = str(find_common(o, 'generalComment')[0])
ug, ug_uri = get_reference_unit_group(o, ns=ns)
ug_path = self._pathtype.join('unitgroups', ug) # need the path without extension- I know- it's all sloppy
refunit, unitconv = self._create_unit(ug_path)
q = LcQuantity(u, Name=n, ReferenceUnit=refunit, UnitConversion=unitconv, Comment=c)
q.set_external_ref('%s/%s' % (typeDirs['FlowProperty'], u))
self.add(q)
return q
@staticmethod
def _create_dummy_flow_from_exch(uid, exch):
n = str(find_common(exch, 'shortDescription')[0])
print('Creating DUMMY flow (%s) with name %s' % (uid, n))
return LcFlow(uid, Name=n, Comment='Dummy flow (HTTP or XML error)', Compartment=['dummy flows'])
def _create_flow(self, o):
"""
:param o: objectified flow
:return: an LcFlow
"""
ns = find_ns(o.nsmap, 'Flow')
n = grab_flow_name(o, ns=ns)
u = str(find_common(o, 'UUID')[0])
c = str(find_common(o, 'generalComment')[0])
cas = str(find_tag(o, 'CASNumber', ns=ns)[0])
cat = find_common(o, 'category')
if cat == ['']:
cat = find_common(o, 'class')
cat = [str(i) for i in cat]
f = LcFlow(u, Name=n, CasNumber=cas, Comment=c, Compartment=cat)
f.set_external_ref('%s/%s' % (typeDirs['Flow'], u))
ref_to_ref = get_reference_flow_property_id(o, ns=ns)
for fp in o['flowProperties'].getchildren():
if int(fp.attrib['dataSetInternalID']) == ref_to_ref:
is_ref = True
else:
is_ref = False
val = float(find_tag(fp, 'meanValue', ns=ns)[0])
ref = find_tag(fp, 'referenceToFlowPropertyDataSet', ns=ns)[0]
rfp_uuid = ref.attrib['refObjectId']
rfp_uri = ref.attrib['uri']
try:
q = self._check_or_retrieve_child(rfp_uuid, rfp_uri)
except (HTTPError, XMLSyntaxError, KeyError):
continue
try:
f.add_characterization(q, reference=is_ref, value=val)
except DuplicateCharacterizationError:
print('Duplicate Characterization in entity %s\n %s = %g' % (u, q, val))
# let it go
try:
self.add(f)
except KeyError:
print('Found duplicate entity %s' % u)
raise
return f
def _create_process_entity(self, o, ns):
u = str(find_common(o, 'UUID')[0])
n = ', '.join(chain(filter(len, [str(find_tag(o, k, ns=ns)[0])
for k in ('baseName',
'treatmentStandardsRoutes',
'mixAndLocationTypes',
'functionalUnitFlowProperties')])))
g = find_tag(o, 'locationOfOperationSupplyOrProduction', ns=ns)[0].attrib['location']
stt = {'begin': str(find_common(o, 'referenceYear')[0]), 'end': str(find_common(o, 'dataSetValidUntil')[0])}
c = str(find_common(o, 'generalComment')[0])
cls = [str(i) for i in find_common(o, 'class')]
p = LcProcess(u, Name=n, Comment=c, SpatialScope=g, TemporalScope=stt,
Classifications=cls)
self.add(p)
p.set_external_ref('%s/%s' % (typeDirs['Process'], u))
return p
def _create_process(self, o):
"""
:param o: objectified process
:return:
"""
ns = find_ns(o.nsmap, 'Process')
try:
rf, rf_uri, rf_dir = get_reference_flow(o, ns=ns)
except XMLSyntaxError:
rf = None
rf_dir = None
exch_list = []
for exch in o['exchanges'].getchildren():
# load all child flows
f_id, f_uri, f_dir = get_flow_ref(exch, ns=ns)
try:
f = self._check_or_retrieve_child(f_id, f_uri)
except (HTTPError, XMLSyntaxError, KeyError):
u = str(find_common(o, 'UUID')[0])
print('In UUID %s:' % u)
f = self._create_dummy_flow_from_exch(f_id, exch)
self.add(f)
v = get_exch_value(exch, ns=ns)
exch_list.append((f, f_dir, v))
p = self._create_process_entity(o, ns)
for flow, f_dir, val in exch_list:
if rf == flow.get_uuid() and rf_dir == f_dir:
p.add_reference(flow, f_dir)
p.add_exchange(flow, f_dir, reference=None, value=val,
add_dups=True) # add_dups: poor quality control on ELCD
return p
def _fetch(self, term, dtype=None, version=None):
"""
fetch an object from the archive by reference.
term is either: a uid and a dtype (and optional version) OR a filename
dtype MUST be specified as kwarg for remote archives; otherwise will search
:param term:
:return:
"""
if dtype is None:
dtype = _extract_dtype(term, self._pathtype)
o = self.objectify(term, dtype=dtype, version=version)
if o is None:
return None
if dtype is None:
dtype = _dtype_from_nsmap(o.nsmap)
if dtype == 'Flow':
try:
return self._create_flow(o)
except KeyError:
print('KeyError on term %s dtype %s version %s'% (term, dtype, version))
elif dtype == 'Process':
return self._create_process(o)
elif dtype == 'FlowProperty':
return self._create_quantity(o)
else:
return o
def _load_all(self):
for i in self.list_objects('Process'):
self.retrieve_or_fetch_entity(i)
self.check_counter('quantity')
self.check_counter('flow')
self.check_counter('process')