def export_hcurves_xml(ekey, dstore):
key, kind, fmt = get_kkf(ekey)
len_ext = len(fmt) + 1
oq = dstore['oqparam']
sitemesh = get_mesh(dstore['sitecol'])
rlzs = dstore['full_lt'].get_realizations()
R = len(rlzs)
fnames = []
writercls = hazard_writers.HazardCurveXMLWriter
for kind in oq.get_kinds(kind, R):
if kind.startswith('rlz-'):
rlz = rlzs[int(kind[4:])]
smlt_path = '_'.join(rlz.sm_lt_path)
gsimlt_path = rlz.gsim_rlz.pid
else:
smlt_path = ''
gsimlt_path = ''
name = hazard_curve_name(dstore, ekey, kind)
for im in oq.imtls:
key = 'hcurves?kind=%s&imt=%s' % (kind, im)
hcurves = extract(dstore, key)[kind] # shape (N, 1, L1)
imt = from_string(im)
fname = name[:-len_ext] + '-' + im + '.' + fmt
data = [HazardCurve(Location(site), poes[0])
for site, poes in zip(sitemesh, hcurves)]
writer = writercls(fname,
investigation_time=oq.investigation_time,
imls=oq.imtls[im], imt=imt.name,
sa_period=getattr(imt, 'period', None) or None,
sa_damping=getattr(imt, 'damping', None),
smlt_path=smlt_path, gsimlt_path=gsimlt_path)
writer.serialize(data)
fnames.append(fname)
return sorted(fnames)
def export_uhs_xml(ekey, dstore):
oq = dstore['oqparam']
rlzs_assoc = dstore['csm_info'].get_rlzs_assoc()
R = len(rlzs_assoc.realizations)
sitemesh = get_mesh(dstore['sitecol'].complete)
key, kind, fmt = get_kkf(ekey)
fnames = []
periods = [imt.period for imt in oq.imt_periods()]
for kind in oq.get_kinds(kind, R):
metadata = get_metadata(rlzs_assoc.realizations, kind)
uhs = extract(dstore, 'uhs?kind=' + kind)[kind]
for p, poe in enumerate(oq.poes):
fname = hazard_curve_name(dstore, (key, fmt), kind + '-%s' % poe)
writer = hazard_writers.UHSXMLWriter(
fname,
periods=periods,
poe=poe,
investigation_time=oq.investigation_time,
**metadata)
data = []
for site, curve in zip(sitemesh, uhs):
data.append(UHS(curve[:, p], Location(site)))
writer.serialize(data)
fnames.append(fname)
return sorted(fnames)
def export_hcurves_csv(ekey, dstore):
"""
Exports the hazard curves into several .csv files
:param ekey: export key, i.e. a pair (datastore key, fmt)
:param dstore: datastore object
"""
oq = dstore['oqparam']
rlzs_assoc = dstore['csm_info'].get_rlzs_assoc()
sitecol = dstore['sitecol']
sitemesh = get_mesh(sitecol)
key, kind, fmt = get_kkf(ekey)
fnames = []
if oq.poes:
pdic = DictArray({imt: oq.poes for imt in oq.imtls})
for kind, hcurves in PmapGetter(dstore, rlzs_assoc).items(kind):
fname = hazard_curve_name(dstore, (key, fmt), kind, rlzs_assoc)
comment = _comment(rlzs_assoc, kind, oq.investigation_time)
if key == 'uhs' and oq.poes and oq.uniform_hazard_spectra:
uhs_curves = calc.make_uhs(hcurves, oq.imtls, oq.poes,
len(sitemesh))
writers.write_csv(fname,
util.compose_arrays(sitemesh, uhs_curves),
comment=comment)
fnames.append(fname)
elif key == 'hmaps' and oq.poes and oq.hazard_maps:
hmap = dstore['hmaps/' + kind].value
fnames.extend(
export_hmaps_csv(ekey, fname, sitemesh, hmap, pdic, comment))
elif key == 'hcurves':
fnames.extend(
export_hcurves_by_imt_csv(ekey, kind, rlzs_assoc, fname,
sitecol, hcurves, oq))
return sorted(fnames)
def export_hcurves_xml(ekey, dstore):
key, kind, fmt = get_kkf(ekey)
len_ext = len(fmt) + 1
oq = dstore['oqparam']
sitemesh = get_mesh(dstore['sitecol'])
rlzs_assoc = dstore['csm_info'].get_rlzs_assoc()
fnames = []
writercls = hazard_writers.HazardCurveXMLWriter
for kind, hcurves in PmapGetter(dstore, rlzs_assoc).items(kind):
if hasattr(hcurves, 'array'):
hcurves = hcurves.array[:, 0]
if kind.startswith('rlz-'):
rlz = rlzs_assoc.realizations[int(kind[4:])]
smlt_path = '_'.join(rlz.sm_lt_path)
gsimlt_path = rlz.gsim_rlz.uid
else:
smlt_path = ''
gsimlt_path = ''
name = hazard_curve_name(dstore, ekey, kind, rlzs_assoc)
for im in oq.imtls:
slc = oq.imtls(im)
imt = from_string(im)
fname = name[:-len_ext] + '-' + imt.name + '.' + fmt
data = [HazardCurve(Location(site), poes[slc])
for site, poes in zip(sitemesh, hcurves)]
writer = writercls(fname,
investigation_time=oq.investigation_time,
imls=oq.imtls[im], imt=imt.name,
sa_period=getattr(imt, 'period', None) or None,
sa_damping=getattr(imt, 'damping', None),
smlt_path=smlt_path, gsimlt_path=gsimlt_path)
writer.serialize(data)
fnames.append(fname)
return sorted(fnames)
def export_uhs_xml(ekey, dstore):
oq = dstore['oqparam']
rlzs_assoc = dstore['csm_info'].get_rlzs_assoc()
pgetter = PmapGetter(dstore, rlzs_assoc)
sitemesh = get_mesh(dstore['sitecol'].complete)
key, kind, fmt = get_kkf(ekey)
fnames = []
periods = [imt for imt in oq.imtls if hasattr(imt, 'period')]
for kind, hcurves in pgetter.items(kind):
metadata = get_metadata(rlzs_assoc.realizations, kind)
_, periods = calc.get_imts_periods(oq.imtls)
uhs = calc.make_uhs(hcurves, oq.imtls, oq.poes, len(sitemesh))
for poe in oq.poes:
fname = hazard_curve_name(dstore, (key, fmt), kind + '-%s' % poe,
rlzs_assoc)
writer = hazard_writers.UHSXMLWriter(
fname,
periods=periods,
poe=poe,
investigation_time=oq.investigation_time,
**metadata)
data = []
for site, curve in zip(sitemesh, uhs[str(poe)]):
data.append(UHS(curve, Location(site)))
writer.serialize(data)
fnames.append(fname)
return sorted(fnames)
def export_hcurves_xml_json(ekey, dstore):
key, kind, fmt = get_kkf(ekey)
len_ext = len(fmt) + 1
oq = dstore['oqparam']
sitemesh = get_mesh(dstore['sitecol'])
rlzs_assoc = dstore['csm_info'].get_rlzs_assoc()
fnames = []
writercls = hazard_writers.HazardCurveXMLWriter
for kind, hcurves in PmapGetter(dstore).items(kind):
if kind.startswith('rlz-'):
rlz = rlzs_assoc.realizations[int(kind[4:])]
smlt_path = '_'.join(rlz.sm_lt_path)
gsimlt_path = rlz.gsim_rlz.uid
else:
smlt_path = ''
gsimlt_path = ''
curves = hcurves.convert(oq.imtls, len(sitemesh))
name = hazard_curve_name(dstore, ekey, kind, rlzs_assoc)
for imt in oq.imtls:
imtype, sa_period, sa_damping = from_string(imt)
fname = name[:-len_ext] + '-' + imt + '.' + fmt
data = [HazardCurve(Location(site), poes[imt])
for site, poes in zip(sitemesh, curves)]
writer = writercls(fname,
investigation_time=oq.investigation_time,
imls=oq.imtls[imt], imt=imtype,
sa_period=sa_period, sa_damping=sa_damping,
smlt_path=smlt_path, gsimlt_path=gsimlt_path)
writer.serialize(data)
fnames.append(fname)
return sorted(fnames)
def export_gmf_data_csv(ekey, dstore):
oq = dstore['oqparam']
rlzs_assoc = dstore['csm_info'].get_rlzs_assoc()
imts = list(oq.imtls)
sitemesh = get_mesh(dstore['sitecol'])
eid = int(ekey[0].split('/')[1]) if '/' in ekey[0] else None
gmfa = dstore['gmf_data']['data'].value
if eid is None: # we cannot use extract here
f = dstore.build_fname('sitemesh', '', 'csv')
sids = numpy.arange(len(sitemesh), dtype=U32)
sites = util.compose_arrays(sids, sitemesh, 'site_id')
writers.write_csv(f, sites)
fname = dstore.build_fname('gmf', 'data', 'csv')
gmfa.sort(order=['rlzi', 'sid', 'eid'])
writers.write_csv(fname, _expand_gmv(gmfa, imts))
return [fname, f]
# old format for single eid
gmfa = gmfa[gmfa['eid'] == eid]
fnames = []
for rlzi, array in group_array(gmfa, 'rlzi').items():
rlz = rlzs_assoc.realizations[rlzi]
data, comment = _build_csv_data(array, rlz, dstore['sitecol'], imts,
oq.investigation_time)
fname = dstore.build_fname('gmf', '%d-rlz-%03d' % (eid, rlzi), 'csv')
writers.write_csv(fname, data, comment=comment)
fnames.append(fname)
return fnames
def export_hmaps_xml(ekey, dstore):
key, kind, fmt = get_kkf(ekey)
oq = dstore['oqparam']
sitecol = dstore['sitecol']
sitemesh = get_mesh(sitecol)
rlzs_assoc = dstore['csm_info'].get_rlzs_assoc()
R = len(rlzs_assoc.realizations)
fnames = []
writercls = hazard_writers.HazardMapXMLWriter
for kind in oq.get_kinds(kind, R):
# shape (N, M, P)
hmaps = extract(dstore, 'hmaps?kind=' + kind)[kind]
if kind.startswith('rlz-'):
rlz = rlzs_assoc.realizations[int(kind[4:])]
smlt_path = '_'.join(rlz.sm_lt_path)
gsimlt_path = rlz.gsim_rlz.uid
else:
smlt_path = ''
gsimlt_path = ''
for m, imt in enumerate(oq.imtls):
for p, poe in enumerate(oq.poes):
suffix = '-%s-%s' % (poe, imt)
fname = hazard_curve_name(dstore, ekey, kind + suffix)
data = [HazardMap(site[0], site[1], hmap[m, p])
for site, hmap in zip(sitemesh, hmaps)]
writer = writercls(
fname, investigation_time=oq.investigation_time,
imt=imt, poe=poe,
smlt_path=smlt_path, gsimlt_path=gsimlt_path)
writer.serialize(data)
fnames.append(fname)
return sorted(fnames)
def export_hcurves_xml(ekey, dstore):
key, kind, fmt = get_kkf(ekey)
len_ext = len(fmt) + 1
oq = dstore['oqparam']
sitemesh = get_mesh(dstore['sitecol'])
rlzs_assoc = dstore['csm_info'].get_rlzs_assoc()
R = len(rlzs_assoc.realizations)
fnames = []
writercls = hazard_writers.HazardCurveXMLWriter
for kind in oq.get_kinds(kind, R):
if kind.startswith('rlz-'):
rlz = rlzs_assoc.realizations[int(kind[4:])]
smlt_path = '_'.join(rlz.sm_lt_path)
gsimlt_path = rlz.gsim_rlz.uid
else:
smlt_path = ''
gsimlt_path = ''
name = hazard_curve_name(dstore, ekey, kind)
hcurves = extract(dstore, 'hcurves?kind=' + kind)[kind]
for im in oq.imtls:
slc = oq.imtls(im)
imt = from_string(im)
fname = name[:-len_ext] + '-' + im + '.' + fmt
data = [HazardCurve(Location(site), poes[slc])
for site, poes in zip(sitemesh, hcurves)]
writer = writercls(fname,
investigation_time=oq.investigation_time,
imls=oq.imtls[im], imt=imt.name,
sa_period=getattr(imt, 'period', None) or None,
sa_damping=getattr(imt, 'damping', None),
smlt_path=smlt_path, gsimlt_path=gsimlt_path)
writer.serialize(data)
fnames.append(fname)
return sorted(fnames)
def export_hmaps_xml_json(ekey, dstore):
key, kind, fmt = get_kkf(ekey)
oq = dstore['oqparam']
sitecol = dstore['sitecol']
sitemesh = get_mesh(sitecol)
rlzs_assoc = dstore['csm_info'].get_rlzs_assoc()
fnames = []
writercls = hazard_writers.HazardMapXMLWriter
nsites = len(sitemesh)
for kind, hcurves in PmapGetter(dstore, rlzs_assoc).items():
hmaps = calc.make_hmap_array(hcurves, oq.imtls, oq.poes, nsites)
if kind.startswith('rlz-'):
rlz = rlzs_assoc.realizations[int(kind[4:])]
smlt_path = '_'.join(rlz.sm_lt_path)
gsimlt_path = rlz.gsim_rlz.uid
else:
smlt_path = ''
gsimlt_path = ''
for imt in oq.imtls:
for poe in oq.poes:
suffix = '-%s-%s' % (poe, imt)
fname = hazard_curve_name(
dstore, ekey, kind + suffix, rlzs_assoc)
data = [HazardMap(site[0], site[1], hmap['%s-%s' % (imt, poe)])
for site, hmap in zip(sitemesh, hmaps)]
writer = writercls(
fname, investigation_time=oq.investigation_time,
imt=imt, poe=poe,
smlt_path=smlt_path, gsimlt_path=gsimlt_path)
writer.serialize(data)
fnames.append(fname)
return sorted(fnames)
def export_hmaps_xml(ekey, dstore):
key, kind, fmt = get_kkf(ekey)
oq = dstore['oqparam']
sitecol = dstore['sitecol']
sitemesh = get_mesh(sitecol)
rlzs = dstore['full_lt'].get_realizations()
R = len(rlzs)
fnames = []
writercls = hazard_writers.HazardMapXMLWriter
for kind in oq.get_kinds(kind, R):
# shape (N, M, P)
hmaps = extract(dstore, 'hmaps?kind=' + kind)[kind]
if kind.startswith('rlz-'):
rlz = rlzs[int(kind[4:])]
smlt_path = '_'.join(rlz.sm_lt_path)
gsimlt_path = rlz.gsim_rlz.pid
else:
smlt_path = ''
gsimlt_path = ''
for m, imt in enumerate(oq.imtls):
for p, poe in enumerate(oq.poes):
suffix = '-%s-%s' % (poe, imt)
fname = hazard_curve_name(dstore, ekey, kind + suffix)
data = [HazardMap(site[0], site[1], hmap[m, p])
for site, hmap in zip(sitemesh, hmaps)]
writer = writercls(
fname, investigation_time=oq.investigation_time,
imt=imt, poe=poe,
smlt_path=smlt_path, gsimlt_path=gsimlt_path)
writer.serialize(data)
fnames.append(fname)
return sorted(fnames)
def export_ruptures_xml(ekey, dstore):
"""
:param ekey: export key, i.e. a pair (datastore key, fmt)
:param dstore: datastore object
"""
fmt = ekey[-1]
oq = dstore['oqparam']
mesh = get_mesh(dstore['sitecol'])
ruptures_by_grp = {}
for grp_id, ruptures in get_ruptures_by_grp(dstore).items():
ruptures_by_grp[grp_id] = [ebr.export(mesh) for ebr in ruptures]
dest = dstore.export_path('ses.' + fmt)
writer = hazard_writers.SESXMLWriter(dest)
writer.serialize(ruptures_by_grp, oq.investigation_time)
return [dest]
def export_hcurves_csv(ekey, dstore):
"""
Exports the hazard curves into several .csv files
:param ekey: export key, i.e. a pair (datastore key, fmt)
:param dstore: datastore object
"""
oq = dstore['oqparam']
info = get_info(dstore)
R = dstore['full_lt'].get_num_rlzs()
sitecol = dstore['sitecol']
sitemesh = get_mesh(sitecol)
key, kind, fmt = get_kkf(ekey)
fnames = []
comment = dstore.metadata
hmap_dt = oq.hmap_dt()
for kind in oq.get_kinds(kind, R):
fname = hazard_curve_name(dstore, (key, fmt), kind)
comment.update(kind=kind, investigation_time=oq.investigation_time)
if (key in ('hmaps', 'uhs') and oq.uniform_hazard_spectra or
oq.hazard_maps):
hmap = extract(dstore, 'hmaps?kind=' + kind)[kind]
if key == 'uhs' and oq.poes and oq.uniform_hazard_spectra:
uhs_curves = calc.make_uhs(hmap, info)
writers.write_csv(
fname, util.compose_arrays(sitemesh, uhs_curves),
comment=comment)
fnames.append(fname)
elif key == 'hmaps' and oq.poes and oq.hazard_maps:
fnames.extend(
export_hmaps_csv(ekey, fname, sitemesh,
hmap.flatten().view(hmap_dt), comment))
elif key == 'hcurves':
# shape (N, R|S, M, L1)
if ('amplification' in oq.inputs and
oq.amplification_method == 'convolution'):
imtls = DictArray(
{imt: oq.soil_intensities for imt in oq.imtls})
else:
imtls = oq.imtls
for imt, imls in imtls.items():
hcurves = extract(
dstore, 'hcurves?kind=%s&imt=%s' % (kind, imt))[kind]
fnames.append(
export_hcurves_by_imt_csv(
ekey, kind, fname, sitecol, hcurves, imt, imls,
comment))
return sorted(fnames)
def export_gmf_scenario_npz(ekey, dstore):
dic = {}
oq = dstore['oqparam']
mesh = get_mesh(dstore['sitecol'])
n = len(mesh)
fname = dstore.export_path('%s.%s' % ekey)
if 'gmf_data' in dstore:
data_by_rlzi = group_array(dstore['gmf_data/data'].value, 'rlzi')
for rlzi in data_by_rlzi:
gmfa, e = _gmf_scenario(data_by_rlzi[rlzi], n, oq.imtls)
logging.info('Exporting array of shape %s for rlz %d',
(n, e), rlzi)
dic['rlz-%03d' % rlzi] = util.compose_arrays(mesh, gmfa)
else: # nothing to export
return []
savez(fname, **dic)
return [fname]
def export_ruptures_xml(ekey, dstore):
"""
:param ekey: export key, i.e. a pair (datastore key, fmt)
:param dstore: datastore object
"""
fmt = ekey[-1]
oq = dstore['oqparam']
num_ses = oq.ses_per_logic_tree_path
mesh = get_mesh(dstore['sitecol'])
ruptures_by_grp = {}
for rgetter in gen_rupture_getters(dstore):
ebrs = [ebr.export(mesh, rgetter.rlzs_by_gsim, num_ses)
for ebr in rgetter.get_ruptures()]
if ebrs:
ruptures_by_grp[rgetter.grp_id] = ebrs
dest = dstore.export_path('ses.' + fmt)
writer = hazard_writers.SESXMLWriter(dest)
writer.serialize(ruptures_by_grp, oq.investigation_time)
return [dest]
def export_ruptures_xml(ekey, dstore):
"""
:param ekey: export key, i.e. a pair (datastore key, fmt)
:param dstore: datastore object
"""
fmt = ekey[-1]
oq = dstore['oqparam']
num_ses = oq.ses_per_logic_tree_path
mesh = get_mesh(dstore['sitecol'])
ruptures_by_grp = {}
for rgetter in get_rupture_getters(dstore):
ebrs = [ebr.export(mesh, rgetter.rlzs_by_gsim, num_ses)
for ebr in rgetter]
if ebrs:
ruptures_by_grp[rgetter.grp_id] = ebrs
dest = dstore.export_path('ses.' + fmt)
writer = hazard_writers.SESXMLWriter(dest)
writer.serialize(ruptures_by_grp, oq.investigation_time)
return [dest]
def export_hcurves_csv(ekey, dstore):
"""
Exports the hazard curves into several .csv files
:param ekey: export key, i.e. a pair (datastore key, fmt)
:param dstore: datastore object
"""
oq = dstore['oqparam']
info = get_info(dstore)
rlzs_assoc = dstore['csm_info'].get_rlzs_assoc()
R = len(rlzs_assoc.realizations)
sitecol = dstore['sitecol']
sitemesh = get_mesh(sitecol)
key, kind, fmt = get_kkf(ekey)
fnames = []
checksum = dstore.get_attr('/', 'checksum32')
hmap_dt = oq.hmap_dt()
for kind in oq.get_kinds(kind, R):
fname = hazard_curve_name(dstore, (key, fmt), kind, rlzs_assoc)
comment = _comment(rlzs_assoc, kind, oq.investigation_time)
if (key in ('hmaps', 'uhs') and oq.uniform_hazard_spectra or
oq.hazard_maps):
hmap = extract(dstore, 'hmaps?kind=' + kind)[kind]
if key == 'uhs' and oq.poes and oq.uniform_hazard_spectra:
uhs_curves = calc.make_uhs(hmap, info)
writers.write_csv(
fname, util.compose_arrays(sitemesh, uhs_curves),
comment=comment + ', checksum=%d' % checksum)
fnames.append(fname)
elif key == 'hmaps' and oq.poes and oq.hazard_maps:
fnames.extend(
export_hmaps_csv(ekey, fname, sitemesh,
hmap.flatten().view(hmap_dt),
comment + ', checksum=%d' % checksum))
elif key == 'hcurves':
hcurves = extract(dstore, 'hcurves?kind=' + kind)[kind]
fnames.extend(
export_hcurves_by_imt_csv(
ekey, kind, rlzs_assoc, fname, sitecol, hcurves, oq,
checksum))
return sorted(fnames)
def export_hcurves_csv(ekey, dstore):
"""
Exports the hazard curves into several .csv files
:param ekey: export key, i.e. a pair (datastore key, fmt)
:param dstore: datastore object
"""
oq = dstore['oqparam']
rlzs_assoc = dstore['csm_info'].get_rlzs_assoc()
R = len(rlzs_assoc.realizations)
sitecol = dstore['sitecol']
sitemesh = get_mesh(sitecol)
key, kind, fmt = get_kkf(ekey)
fnames = []
checksum = dstore.get_attr('/', 'checksum32')
hmap_dt = oq.hmap_dt()
for kind in oq.get_kinds(kind, R):
fname = hazard_curve_name(dstore, (key, fmt), kind, rlzs_assoc)
comment = _comment(rlzs_assoc, kind, oq.investigation_time)
if (key in ('hmaps', 'uhs') and oq.uniform_hazard_spectra or
oq.hazard_maps):
hmap = dict(extract(dstore, 'hmaps?kind=' + kind))[kind]
if key == 'uhs' and oq.poes and oq.uniform_hazard_spectra:
uhs_curves = calc.make_uhs(hmap, oq)
writers.write_csv(
fname, util.compose_arrays(sitemesh, uhs_curves),
comment=comment + ', checksum=%d' % checksum)
fnames.append(fname)
elif key == 'hmaps' and oq.poes and oq.hazard_maps:
fnames.extend(
export_hmaps_csv(ekey, fname, sitemesh,
hmap.flatten().view(hmap_dt),
comment + ', checksum=%d' % checksum))
elif key == 'hcurves':
hcurves = dict(extract(dstore, 'hcurves?kind=' + kind))[kind]
fnames.extend(
export_hcurves_by_imt_csv(
ekey, kind, rlzs_assoc, fname, sitecol, hcurves, oq,
checksum))
return sorted(fnames)
def export_uhs_xml(ekey, dstore):
oq = dstore['oqparam']
rlzs_assoc = dstore['csm_info'].get_rlzs_assoc()
R = len(rlzs_assoc.realizations)
sitemesh = get_mesh(dstore['sitecol'].complete)
key, kind, fmt = get_kkf(ekey)
fnames = []
periods = [imt.period for imt in oq.imt_periods()]
for kind in oq.get_kinds(kind, R):
metadata = get_metadata(rlzs_assoc.realizations, kind)
uhs = extract(dstore, 'uhs?kind=' + kind)[kind]
for p, poe in enumerate(oq.poes):
fname = hazard_curve_name(dstore, (key, fmt), kind + '-%s' % poe)
writer = hazard_writers.UHSXMLWriter(
fname, periods=periods, poe=poe,
investigation_time=oq.investigation_time, **metadata)
data = []
for site, curve in zip(sitemesh, uhs):
data.append(UHS(curve[:, p], Location(site)))
writer.serialize(data)
fnames.append(fname)
return sorted(fnames)
def export_hcurves_csv(ekey, dstore):
"""
Exports the hazard curves into several .csv files
:param ekey: export key, i.e. a pair (datastore key, fmt)
:param dstore: datastore object
"""
oq = dstore['oqparam']
info = get_info(dstore)
R = dstore['csm_info'].get_num_rlzs()
sitecol = dstore['sitecol']
sitemesh = get_mesh(sitecol)
key, kind, fmt = get_kkf(ekey)
fnames = []
comment = dstore.metadata
hmap_dt = oq.hmap_dt()
for kind in oq.get_kinds(kind, R):
fname = hazard_curve_name(dstore, (key, fmt), kind)
comment.update(kind=kind, investigation_time=oq.investigation_time)
if (key in ('hmaps', 'uhs') and oq.uniform_hazard_spectra
or oq.hazard_maps):
hmap = extract(dstore, 'hmaps?kind=' + kind)[kind]
if key == 'uhs' and oq.poes and oq.uniform_hazard_spectra:
uhs_curves = calc.make_uhs(hmap, info)
writers.write_csv(fname,
util.compose_arrays(sitemesh, uhs_curves),
comment=comment)
fnames.append(fname)
elif key == 'hmaps' and oq.poes and oq.hazard_maps:
fnames.extend(
export_hmaps_csv(ekey, fname, sitemesh,
hmap.flatten().view(hmap_dt), comment))
elif key == 'hcurves':
hcurves = extract(dstore, 'hcurves?kind=' + kind)[kind]
fnames.extend(
export_hcurves_by_imt_csv(ekey, kind, fname, sitecol, hcurves,
oq.imtls, comment))
return sorted(fnames)