def _get_dyfi_dataframe(detail_or_url, inputfile=None):
if inputfile:
with open(inputfile, 'rb') as f:
rawdata = f.read()
if 'json' in inputfile:
df = _parse_geocoded_json(rawdata)
else:
df = _parse_geocoded_csv(rawdata)
if df is None:
msg = 'Could not read file %s' % inputfile
else:
if isinstance(detail_or_url, str):
detail = DetailEvent(detail_or_url)
else:
detail = detail_or_url
df, msg = _parse_dyfi_detail(detail)
if df is None:
return None, msg
df['netid'] = 'DYFI'
df['source'] = "USGS (Did You Feel It?)"
df.columns = df.columns.str.upper()
return (df, '')
def _get_dyfi_dataframe(detail_or_url, inputfile=None):
if inputfile:
with open(inputfile, "rb") as f:
rawdata = f.read()
if "json" in inputfile:
df = _parse_geocoded_json(rawdata)
else:
df = _parse_geocoded_csv(rawdata)
if df is None:
msg = "Could not read file %s" % inputfile
else:
if isinstance(detail_or_url, str):
detail = DetailEvent(detail_or_url)
else:
detail = detail_or_url
df, msg = _parse_dyfi_detail(detail)
if df is None:
return None, msg
df["netid"] = "DYFI"
df["source"] = "USGS (Did You Feel It?)"
df.columns = df.columns.str.upper()
return (df, "")
def _search(**newargs):
if 'starttime' in newargs:
newargs['starttime'] = newargs['starttime'].strftime(TIMEFMT)
if 'endtime' in newargs:
newargs['endtime'] = newargs['endtime'].strftime(TIMEFMT)
if 'updatedafter' in newargs:
newargs['updatedafter'] = newargs['updatedafter'].strftime(TIMEFMT)
if 'scenario' in newargs and newargs['scenario'] == 'true':
template = SCENARIO_SEARCH_TEMPLATE
template = template.replace('[HOST]', HOST)
del newargs['scenario']
else:
if 'scenario' in newargs:
del newargs['scenario']
if 'host' in newargs and newargs['host'] is not None:
template = SEARCH_TEMPLATE.replace('[HOST]', newargs['host'])
del newargs['host']
else:
template = SEARCH_TEMPLATE.replace('[HOST]', HOST)
paramstr = urlencode(newargs)
url = template + '&' + paramstr
events = []
# handle the case when they're asking for an event id
if 'eventid' in newargs:
return DetailEvent(url)
try:
response = requests.get(url, timeout=TIMEOUT, headers=HEADERS)
jdict = response.json()
events = []
for feature in jdict['features']:
events.append(SummaryEvent(feature))
except requests.HTTPError as htpe:
if htpe.code == 503:
try:
time.sleep(WAITSECS)
response = requests.get(url, timeout=TIMEOUT, headers=HEADERS)
jdict = response.json()
events = []
for feature in jdict['features']:
events.append(SummaryEvent(feature))
except Exception as msg:
fmt = 'Error downloading data from url %s. "%s".'
raise ConnectionError(fmt % (url, msg))
except Exception as msg:
fmt = 'Error downloading data from url %s. "%s".'
raise ConnectionError(fmt % (url, msg))
return events
def _search(**newargs):
if 'starttime' in newargs:
newargs['starttime'] = newargs['starttime'].strftime(TIMEFMT)
if 'endtime' in newargs:
newargs['endtime'] = newargs['endtime'].strftime(TIMEFMT)
if 'updatedafter' in newargs:
newargs['updatedafter'] = newargs['updatedafter'].strftime(TIMEFMT)
if 'host' in newargs and newargs['host'] is not None:
template = SEARCH_TEMPLATE.replace('[HOST]', newargs['host'])
del newargs['host']
else:
template = SEARCH_TEMPLATE.replace('[HOST]', HOST)
paramstr = urlencode(newargs)
url = template + '&' + paramstr
events = []
# handle the case when they're asking for an event id
if 'eventid' in newargs:
return DetailEvent(url)
try:
fh = request.urlopen(url, timeout=TIMEOUT)
data = fh.read().decode('utf8')
fh.close()
jdict = json.loads(data)
events = []
for feature in jdict['features']:
events.append(SummaryEvent(feature))
except HTTPError as htpe:
if htpe.code == 503:
try:
time.sleep(WAITSECS)
fh = request.urlopen(url, timeout=TIMEOUT)
data = fh.read().decode('utf8')
fh.close()
jdict = json.loads(data)
events = []
for feature in jdict['features']:
events.append(SummaryEvent(feature))
except Exception as msg:
raise Exception(
'Error downloading data from url %s. "%s".' % (url, msg))
except Exception as msg:
raise Exception(
'Error downloading data from url %s. "%s".' % (url, msg))
return events
def get_dyfi_dataframe_from_comcat(self, extid):
df = None
msg = ''
if isinstance(extid, DetailEvent):
detail = extid
else:
config = self.config['neic']
template = config['template']
url = template.replace('[EID]', extid)
print('Checking URL:', url)
detail = DetailEvent(url)
if detail is None:
msg = 'Error getting data from Comcat'
return None, msg
df, msg = _parse_dyfi_detail(detail)
if df is None:
msg = msg or 'Error parsing Comcat data'
return None, msg
return df, None
def test_detail():
eventid = 'ci3144585' #northridge
url = 'https://earthquake.usgs.gov/earthquakes/feed/v1.0/detail/%s.geojson' % eventid
event = DetailEvent(url)
assert str(
event
) == 'ci3144585 1994-01-17 12:30:55.390000 (34.213,-118.537) 18.2 km M6.7'
assert event.hasProduct('shakemap')
assert event.hasProduct('foo') == False
assert event.hasProperty('foo') == False
assert event.hasProperty('time')
try:
event['foo']
assert 1 == 2
except AttributeError as ae:
pass
try:
event.getNumVersions('foo')
assert 1 == 2
except AttributeError as ae:
pass
try:
event.getProducts('foo')
assert 1 == 2
except AttributeError as ae:
pass
try:
event.getProducts('shakemap', source='foo')
assert 1 == 2
except AttributeError as ae:
pass
assert event.toDict()['magnitude'] == 6.7
eventid = 'nc72282711' #Napa 2014 eq, multiple origins and MTs.
# cievent = get_event_by_id(eventid,catalog='ci')
# usevent = get_event_by_id(eventid,catalog='us')
# atevent = get_event_by_id(eventid,catalog='at')
event = get_event_by_id(eventid)
phases = event.getProducts('phase-data', source='all')
ncdict = event.toDict(catalog='nc')
usdict = event.toDict(catalog='us')
atdict = event.toDict(catalog='at')
try:
event.toDict(catalog='foo')
assert 1 == 2
except AttributeError as ae:
pass
assert ncdict['depth'] == 11.12
assert usdict['depth'] == 11.25
assert atdict['depth'] == 9.0
ncdict_allmags = event.toDict(get_all_magnitudes=True)
assert ncdict_allmags['magtype3'] == 'Ml'
ncdict_alltensors = event.toDict(get_tensors='all')
assert ncdict_alltensors['us_Mwb_mrr'] == 7.63e+16
ncdict_allfocals = event.toDict(get_focals='all')
assert ncdict_allfocals['nc_np1_strike'] == '345.0'
assert event.getNumVersions('shakemap') > 0
assert isinstance(event.getProducts('shakemap')[0], Product)
assert event.latitude == 38.2151667
assert event.longitude == -122.3123333
assert event.depth == 11.12
assert event.id == eventid
assert event.time == datetime(2014, 8, 24, 10, 20, 44, 70000)
assert 'sources' in event.properties
assert event['mag'] == 6.02
#test all of the different functionality of the getProducts() method
#first, test default behavior (get the most preferred product):
event = get_event_by_id('nc21323712',
includesuperseded=True) #2003 Central California
pref_shakemap = event.getProducts('shakemap')[0]
assert pref_shakemap.source == 'atlas'
assert pref_shakemap.update_time >= datetime(2017, 4, 12, 10, 50, 9,
368000)
assert pref_shakemap.preferred_weight >= 100000000
#get the first Atlas shakemap
first_shakemap = event.getProducts('shakemap',
version=VersionOption.FIRST,
source='atlas')[0]
assert first_shakemap.source == 'atlas'
assert first_shakemap.update_time >= datetime(2015, 2, 4, 6, 1, 33, 400000)
assert first_shakemap.preferred_weight >= 81
#get the first nc shakemap
first_shakemap = event.getProducts('shakemap',
version=VersionOption.FIRST,
source='nc')[0]
assert first_shakemap.source == 'nc'
assert first_shakemap.update_time >= datetime(2017, 3, 8, 20, 12, 59,
380000)
assert first_shakemap.preferred_weight >= 231
#get the last version of the nc shakemaps
last_shakemap = event.getProducts('shakemap',
version=VersionOption.LAST,
source='nc')[0]
assert last_shakemap.source == 'nc'
assert last_shakemap.update_time >= datetime(2017, 3, 17, 17, 40, 26,
576000)
assert last_shakemap.preferred_weight >= 231
#get all the nc versions of the shakemap
shakemaps = event.getProducts('shakemap',
version=VersionOption.ALL,
source='nc')
for shakemap4 in shakemaps:
assert shakemap4.source == 'nc'
#get all versions of all shakemaps
shakemaps = event.getProducts('shakemap',
version=VersionOption.ALL,
source='all')
assert event.getNumVersions('shakemap') == len(shakemaps)
def test_detail():
eventid = 'ci3144585' #northridge
url = 'https://earthquake.usgs.gov/earthquakes/feed/v1.0/detail/%s.geojson' % eventid
event = DetailEvent(url)
assert str(event) == 'ci3144585 1994-01-17 12:30:55.390000 (34.213,-118.537) 18.2 km M6.7'
assert event.hasProduct('shakemap')
assert event.hasProduct('foo') == False
assert event.hasProperty('foo') == False
assert event.hasProperty('time')
try:
event['foo']
assert 1 == 2
except AttributeError as ae:
pass
try:
event.getNumVersions('foo')
assert 1 == 2
except AttributeError as ae:
pass
try:
event.getProducts('foo')
assert 1 == 2
except AttributeError as ae:
pass
try:
event.getProducts('shakemap',source='foo')
assert 1 == 2
except AttributeError as ae:
pass
assert event.toDict()['magnitude'] == 6.7
eventid = 'nc72282711' #Napa 2014 eq, multiple origins and MTs.
# cievent = get_event_by_id(eventid,catalog='ci')
# usevent = get_event_by_id(eventid,catalog='us')
# atevent = get_event_by_id(eventid,catalog='at')
event = get_event_by_id(eventid)
phases = event.getProducts('phase-data',source='all')
ncdict = event.toDict(catalog='nc')
usdict = event.toDict(catalog='us')
atdict = event.toDict(catalog='at')
try:
event.toDict(catalog='foo')
assert 1 == 2
except AttributeError as ae:
pass
assert ncdict['depth'] == 11.12
assert usdict['depth'] == 11.25
assert atdict['depth'] == 9.0
ncdict_allmags = event.toDict(get_all_magnitudes=True)
assert ncdict_allmags['magtype3'] == 'Ml'
ncdict_alltensors = event.toDict(get_tensors='all')
assert ncdict_alltensors['us_Mwb_mrr'] == 7.63e+16
ncdict_allfocals = event.toDict(get_focals='all')
assert ncdict_allfocals['nc_np1_strike'] == '345.0'
assert event.getNumVersions('shakemap') > 0
assert isinstance(event.getProducts('shakemap')[0],Product)
assert event.latitude == 38.2151667
assert event.longitude == -122.3123333
assert event.depth == 11.12
assert event.id == eventid
assert event.time == datetime(2014, 8, 24, 10, 20, 44, 70000)
assert 'sources' in event.properties
assert event['mag'] == 6.02
#test all of the different functionality of the getProducts() method
#first, test default behavior (get the most preferred product):
event = get_event_by_id('nc21323712',includesuperseded=True) #2003 Central California
pref_shakemap = event.getProducts('shakemap')[0]
assert pref_shakemap.source == 'atlas'
assert pref_shakemap.update_time >= datetime(2017, 4, 12, 10, 50, 9, 368000)
assert pref_shakemap.preferred_weight >= 100000000
#get the first Atlas shakemap
first_shakemap = event.getProducts('shakemap',version=VersionOption.FIRST,source='atlas')[0]
assert first_shakemap.source == 'atlas'
assert first_shakemap.update_time >= datetime(2015, 2, 4, 6, 1, 33, 400000)
assert first_shakemap.preferred_weight >= 81
#get the first nc shakemap
first_shakemap = event.getProducts('shakemap',version=VersionOption.FIRST,source='nc')[0]
assert first_shakemap.source == 'nc'
assert first_shakemap.update_time >= datetime(2017, 3, 8, 20, 12, 59, 380000)
assert first_shakemap.preferred_weight >= 231
#get the last version of the nc shakemaps
last_shakemap = event.getProducts('shakemap',version=VersionOption.LAST,source='nc')[0]
assert last_shakemap.source == 'nc'
assert last_shakemap.update_time >= datetime(2017, 3, 17, 17, 40, 26, 576000)
assert last_shakemap.preferred_weight >= 231
#get all the nc versions of the shakemap
shakemaps = event.getProducts('shakemap',version=VersionOption.ALL,source='nc')
for shakemap4 in shakemaps:
assert shakemap4.source == 'nc'
#get all versions of all shakemaps
shakemaps = event.getProducts('shakemap',version=VersionOption.ALL,source='all')
assert event.getNumVersions('shakemap') == len(shakemaps)
def _get_dyfi_dataframe(detail_or_url):
if isinstance(detail_or_url, str):
detail = DetailEvent(detail_or_url)
else:
detail = detail_or_url
if not detail.hasProduct('dyfi'):
msg = '%s has no DYFI product at this time.' % detail.url
dataframe = None
return (dataframe, msg)
dyfi = detail.getProducts('dyfi')[0]
# search the dyfi product, see which of the geocoded
# files (1km or 10km) it has. We're going to select the data from
# whichever of the two has more entries with >= 3 responses,
# preferring 1km if there is a tie.
df_10k = pd.DataFrame({'a': []})
df_1k = pd.DataFrame({'a': []})
# get 10km data set, if exists
if len(dyfi.getContentsMatching('dyfi_geo_10km.geojson')):
bytes_10k, _ = dyfi.getContentBytes('dyfi_geo_10km.geojson')
tmp_df = _parse_geocoded(bytes_10k)
if tmp_df is not None:
df_10k = tmp_df[tmp_df['nresp'] >= MIN_RESPONSES]
# get 1km data set, if exists
if len(dyfi.getContentsMatching('dyfi_geo_1km.geojson')):
bytes_1k, _ = dyfi.getContentBytes('dyfi_geo_1km.geojson')
tmp_df = _parse_geocoded(bytes_1k)
if tmp_df is not None:
df_1k = tmp_df[tmp_df['nresp'] >= MIN_RESPONSES]
if len(df_1k) >= len(df_10k):
df = df_1k
else:
df = df_10k
if not len(df):
# try to get a text file data set
if not len(dyfi.getContentsMatching('cdi_geo.txt')):
return (None, 'No geocoded datasets are available for this event.')
# the dataframe we want has columns:
# 'intensity', 'distance', 'lat', 'lon', 'station', 'nresp'
# the cdi geo file has:
# Geocoded box, CDI, No. of responses, Hypocentral distance,
# Latitude, Longitude, Suspect?, City, State
# download the text file, turn it into a dataframe
bytes_geo, _ = dyfi.getContentBytes('cdi_geo.txt')
text_geo = bytes_geo.decode('utf-8')
lines = text_geo.split('\n')
columns = lines[0].split(':')[1].split(',')
columns = [col.strip() for col in columns]
fileio = StringIO(text_geo)
df = pd.read_csv(fileio, skiprows=1, names=columns)
if 'ZIP/Location' in columns:
df = df.rename(index=str, columns=OLD_DYFI_COLUMNS_REPLACE)
else:
df = df.rename(index=str, columns=DYFI_COLUMNS_REPLACE)
df = df.drop(['Suspect?', 'City', 'State'], axis=1)
df = df[df['nresp'] >= MIN_RESPONSES]
df['netid'] = 'DYFI'
df['source'] = "USGS (Did You Feel It?)"
df.columns = df.columns.str.upper()
return (df, '')
def test_detail():
cassettes, datadir = get_datadir()
tape_file = os.path.join(cassettes, 'classes_detailevent.yaml')
with vcr.use_cassette(tape_file):
eventid = 'ci3144585' # northridge
fmt = ('https://earthquake.usgs.gov/earthquakes/feed/v1.0/'
'detail/%s.geojson')
url = fmt % eventid
event = DetailEvent(url)
assert str(event) == ('ci3144585 1994-01-17 12:30:55.390000 '
'(34.213,-118.537) 18.2 km M6.7')
assert event.hasProduct('shakemap')
assert event.hasProduct('foo') is False
assert event.hasProperty('foo') is False
assert event.hasProperty('time')
try:
event['foo']
assert 1 == 2
except AttributeError:
pass
try:
event.getNumVersions('foo')
assert 1 == 2
except ProductNotFoundError:
pass
try:
event.getProducts('foo')
assert 1 == 2
except ProductNotFoundError:
pass
try:
event.getProducts('shakemap', source='foo')
assert 1 == 2
except ProductNotFoundError:
pass
assert event.toDict()['magnitude'] == 6.7
eventid = 'nc72282711' # Napa 2014 eq, multiple origins and MTs.
# cievent = get_event_by_id(eventid,catalog='ci')
# usevent = get_event_by_id(eventid,catalog='us')
# atevent = get_event_by_id(eventid,catalog='at')
event = get_event_by_id(eventid)
# smoke test
_ = event.getProducts('phase-data', source='all')
ncdict = event.toDict(catalog='nc')
usdict = event.toDict(catalog='us')
atdict = event.toDict(catalog='at')
try:
event.toDict(catalog='foo')
assert 1 == 2
except ProductNotFoundError:
pass
assert ncdict['depth'] == 11.12
assert usdict['depth'] == 11.25
assert atdict['depth'] == 9.0
ncdict_allmags = event.toDict(get_all_magnitudes=True)
allmags = []
for key, value in ncdict_allmags.items():
if key.startswith('magtype'):
allmags.append(value)
cmpmags = [
'Md', 'Ml', 'Ms_20', 'Mw', 'Mwb', 'Mwc', 'Mwr', 'Mww', 'mb', 'mw'
]
assert sorted(allmags) == sorted(cmpmags)
ncdict_alltensors = event.toDict(get_tensors='all')
assert ncdict_alltensors['us_Mwb_mrr'] == 7.63e+16
ncdict_allfocals = event.toDict(get_focals='all')
assert ncdict_allfocals['nc_np1_strike'] == 345.0
assert event.getNumVersions('shakemap') > 0
assert isinstance(event.getProducts('shakemap')[0], Product)
assert event.latitude == 38.2151667
assert event.longitude == -122.3123333
assert event.depth == 11.12
assert event.id == eventid
assert event.time == datetime(2014, 8, 24, 10, 20, 44, 70000)
assert 'sources' in event.properties
assert event['mag'] == 6.02
# test all of the different functionality of the getProducts() method
# first, test default behavior (get the most preferred product):
# 2003 Central California
event = get_event_by_id('nc21323712', includesuperseded=True)
pref_shakemap = event.getProducts('shakemap')[0]
assert pref_shakemap.source == 'atlas'
assert pref_shakemap.update_time >= datetime(2017, 4, 12, 10, 50, 9,
368000)
assert pref_shakemap.preferred_weight >= 100000000
# get the first Atlas shakemap
first_shakemap = event.getProducts('shakemap',
version='first',
source='atlas')[0]
assert first_shakemap.source == 'atlas'
assert first_shakemap.update_time >= datetime(2015, 2, 4, 6, 1, 33,
400000)
assert first_shakemap.preferred_weight >= 81
# get the first nc shakemap
first_shakemap = event.getProducts('shakemap',
version='first',
source='nc')[0]
assert first_shakemap.source == 'nc'
assert first_shakemap.update_time >= datetime(2017, 3, 8, 20, 12, 59,
380000)
assert first_shakemap.preferred_weight >= 231
# get the last version of the nc shakemaps
last_shakemap = event.getProducts('shakemap',
version='last',
source='nc')[0]
assert last_shakemap.source == 'nc'
assert last_shakemap.update_time >= datetime(2017, 3, 17, 17, 40, 26,
576000)
assert last_shakemap.preferred_weight >= 231
# get all the nc versions of the shakemap
shakemaps = event.getProducts('shakemap', version='all', source='nc')
for shakemap4 in shakemaps:
assert shakemap4.source == 'nc'
# get all versions of all shakemaps
shakemaps = event.getProducts('shakemap', version='all', source='all')
assert event.getNumVersions('shakemap') == len(shakemaps)
def test_detail():
cassettes, datadir = get_datadir()
tape_file = os.path.join(cassettes, "classes_detailevent.yaml")
with vcr.use_cassette(tape_file):
eventid = "ci3144585" # northridge
fmt = "https://earthquake.usgs.gov/earthquakes/feed/v1.0/" "detail/%s.geojson"
url = fmt % eventid
event = DetailEvent(url)
assert str(event) == ("ci3144585 1994-01-17 12:30:55.390000 "
"(34.213,-118.537) 18.2 km M6.7")
assert event.hasProduct("shakemap")
assert event.hasProduct("foo") is False
assert event.hasProperty("foo") is False
assert event.hasProperty("time")
try:
event["foo"]
assert 1 == 2
except AttributeError:
pass
try:
event.getNumVersions("foo")
assert 1 == 2
except ProductNotFoundError:
pass
try:
event.getProducts("foo")
assert 1 == 2
except ProductNotFoundError:
pass
try:
event.getProducts("shakemap", source="foo")
assert 1 == 2
except ProductNotFoundError:
pass
assert event.toDict()["magnitude"] == 6.7
eventid = "nc72282711" # Napa 2014 eq, multiple origins and MTs.
# cievent = get_event_by_id(eventid,catalog='ci')
# usevent = get_event_by_id(eventid,catalog='us')
# atevent = get_event_by_id(eventid,catalog='at')
event = get_event_by_id(eventid)
# smoke test
_ = event.getProducts("phase-data", source="all")
ncdict = event.toDict(catalog="nc")
usdict = event.toDict(catalog="us")
atdict = event.toDict(catalog="at")
try:
event.toDict(catalog="foo")
assert 1 == 2
except ProductNotFoundError:
pass
assert ncdict["depth"] == 11.12
assert usdict["depth"] == 11.25
assert atdict["depth"] == 9.0
ncdict_allmags = event.toDict(get_all_magnitudes=True)
allmags = []
for key, value in ncdict_allmags.items():
if key.startswith("magtype"):
allmags.append(value)
cmpmags = [
"Md", "Ml", "Ms_20", "Mw", "Mwb", "Mwc", "Mwr", "Mww", "mb", "mw"
]
assert sorted(allmags) == sorted(cmpmags)
ncdict_alltensors = event.toDict(get_tensors="all")
assert ncdict_alltensors["us_Mwb_mrr"] == 7.63e16
ncdict_allfocals = event.toDict(get_focals="all")
assert ncdict_allfocals["nc_np1_strike"] == 345.0
assert event.getNumVersions("shakemap") > 0
assert isinstance(event.getProducts("shakemap")[0], Product)
assert event.latitude == 38.2151667
assert event.longitude == -122.3123333
assert event.depth == 11.12
assert event.id == eventid
assert event.time == datetime(2014, 8, 24, 10, 20, 44, 70000)
assert "sources" in event.properties
assert event["mag"] == 6.02
# test all of the different functionality of the getProducts() method
# first, test default behavior (get the most preferred product):
# 2003 Central California
event = get_event_by_id("nc21323712", includesuperseded=True)
pref_shakemap = event.getProducts("shakemap")[0]
assert pref_shakemap.source == "atlas"
assert pref_shakemap.update_time >= datetime(2017, 4, 12, 10, 50, 9,
368000)
assert pref_shakemap.preferred_weight >= 100000000
# get the first Atlas shakemap
first_shakemap = event.getProducts("shakemap",
version="first",
source="atlas")[0]
assert first_shakemap.source == "atlas"
assert first_shakemap.update_time >= datetime(2015, 2, 4, 6, 1, 33,
400000)
assert first_shakemap.preferred_weight >= 81
# get the first nc shakemap
first_shakemap = event.getProducts("shakemap",
version="first",
source="nc")[0]
assert first_shakemap.source == "nc"
assert first_shakemap.update_time >= datetime(2017, 3, 8, 20, 12, 59,
380000)
assert first_shakemap.preferred_weight >= 231
# get the last version of the nc shakemaps
last_shakemap = event.getProducts("shakemap",
version="last",
source="nc")[0]
assert last_shakemap.source == "nc"
assert last_shakemap.update_time >= datetime(2017, 3, 17, 17, 40, 26,
576000)
assert last_shakemap.preferred_weight >= 231
# get all the nc versions of the shakemap
shakemaps = event.getProducts("shakemap", version="all", source="nc")
for shakemap4 in shakemaps:
assert shakemap4.source == "nc"
# get all versions of all shakemaps
shakemaps = event.getProducts("shakemap", version="all", source="all")
assert event.getNumVersions("shakemap") == len(shakemaps)
