pylot/pylot/core/util/utils.py

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#!/usr/bin/env python
#
# -*- coding: utf-8 -*-
import os
import pwd
import re
import hashlib
import numpy as np
from obspy.core import UTCDateTime
import obspy.core.event as ope
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def fnConstructor(s):
s = s.split('/')[-1]
badchars = re.compile(r'[^A-Za-z0-9_. ]+|^\.|\.$|^ | $|^$')
badsuffix = re.compile(r'(aux|com[1-9]|con|lpt[1-9]|prn)(\.|$)')
fn = badchars.sub('_', s)
if badsuffix.match(fn):
fn = '_' + fn
return fn
def getLogin():
return pwd.getpwuid(os.getuid())[0]
def getHash(time):
'''
:param time: time object for which a hash should be calculated
:type time: :class: `~obspy.core.utcdatetime.UTCDateTime` object
:return: str
'''
hg = hashlib.sha1()
hg.update(time.strftime('%Y-%m-%d %H:%M:%S.%f'))
return hg.hexdigest()
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def createCreationInfo(agency_id=None, creation_time=None, author=None):
if author is None:
author = getLogin()
if creation_time is None:
creation_time = UTCDateTime()
return ope.CreationInfo(agency_id=agency_id, author=author,
creation_time=creation_time)
def createResourceID(timetohash, restype, authority_id=None, hrstr=None):
'''
:param timetohash:
:param restype: type of the resource, e.g. 'orig', 'earthquake' ...
:type restype: str
:param authority_id: name of the institution carrying out the processing
:type authority_id: str, optional
:return:
'''
assert isinstance(timetohash, UTCDateTime), "'timetohash' is not an ObsPy" \
"UTCDateTime object"
hid = getHash(timetohash)
if hrstr is None:
resID = ope.ResourceIdentifier(restype + '/' + hid[0:6])
else:
resID = ope.ResourceIdentifier(restype + '/' + hrstr + '_' + hid[0:6])
if authority_id is not None:
resID.convertIDToQuakeMLURI(authority_id=authority_id)
return resID
def createOrigin(origintime, cinfo, latitude, longitude, depth, resID=None,
authority_id=None):
'''
createOrigin - function to create an ObsPy Origin
:param origintime: the origins time of occurence
:type origintime: :class: `~obspy.core.utcdatetime.UTCDateTime` object
:param latitude: latitude in decimal degree of the origins location
:type latitude: float
:param longitude: longitude in decimal degree of the origins location
:type longitude: float
:param depth: hypocentral depth of the origin
:type depth: float
:return: An ObsPy :class: `~obspy.core.event.Origin` object
'''
if resID is None:
resID = createResourceID(origintime, 'orig', authority_id=authority_id)
elif isinstance(resID, str):
resID = createResourceID(origintime, 'orig', authority_id=authority_id,
hrstr=resID)
origin = ope.Origin()
origin.resource_id = resID
origin.time = UTCDateTime(origintime)
origin.creation_info = cinfo
origin.latitude = latitude
origin.longitude = longitude
origin.depth = depth
return origin
def createEvent(origintime, cinfo, etype, resID=None, authority_id=None):
'''
createEvent - funtion to create an ObsPy Event
:param origintime: the events origintime
:type origintime: :class: `~obspy.core.utcdatetime.UTCDateTime` object
:param cinfo: An ObsPy :class: `~obspy.core.event.CreationInfo` object
holding information on the creation of the returned object
:type cinfo: :class: `~obspy.core.event.CreationInfo` object
:param etype: Event type str object. converted via ObsPy to a valid event
type string.
:type etype: str
:param resID: Resource identifier of the created event
:type resID: :class: `~obspy.core.event.ResourceIdentifier` object
:param authority_id: name of the institution carrying out the processing
:type authority_id: str
:return: An ObsPy :class: `~obspy.core.event.Event` object
'''
etype = ope.EventType(etype)
if etype is None:
etype = ope.EventType('earthquake') # defaults to 'earthquake'
if resID is None:
resID = createResourceID(origintime, etype, authority_id)
elif isinstance(resID, str):
resID = createResourceID(origintime, etype, authority_id, resID)
event = ope.Event(resource_id=resID)
event.creation_info = cinfo
event.event_type = etype
return event
def createPick(origintime, picknum, picktime, eventnum, cinfo, phase, station,
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wfseedstr, authority_id):
'''
createPick - function to create an ObsPy Pick
:param picknum: number of the created pick
:type picknum: int
:param eventnum: human-readable event identifier
:type eventnum: str
:param cinfo: An ObsPy :class: `~obspy.core.event.CreationInfo` object
holding information on the creation of the returned object
:type cinfo: :class: `~obspy.core.event.CreationInfo` object
:param phase: name of the arrivals seismic phase
:type phase: str
:param station: name of the station at which the seismic phase has been
picked
:type station: str
:param wfseedstr: A SEED formatted string of the form
network.station.location.channel in order to set a referenced waveform
:type wfseedstr: str, SEED formatted
:param authority_id: name of the institution carrying out the processing
:type authority_id: str
:return: An ObsPy :class: `~obspy.core.event.Pick` object
'''
pickID = eventnum + '_' + station + '/{0:3d}'.format(picknum)
pickresID = createResourceID(origintime, 'pick', authority_id, pickID)
pick = ope.Pick()
pick.resource_id = pickresID
pick.time = picktime
pick.creation_info = cinfo
pick.phase_hint = phase
pick.waveform_id = ope.ResourceIdentifier(id=wfseedstr, prefix='file:/')
return pick
def createArrival(origintime, pickresID, eventnum, cinfo, phase, station,
authority_id, azimuth=None, dist=None):
'''
createArrival - function to create an Obspy Arrival
:param pickresID: Resource identifier of the created pick
:type pickresID: :class: `~obspy.core.event.ResourceIdentifier` object
:param eventnum: human-readable event identifier
:type eventnum: str
:param cinfo: An ObsPy :class: `~obspy.core.event.CreationInfo` object
holding information on the creation of the returned object
:type cinfo: :class: `~obspy.core.event.CreationInfo` object
:param phase: name of the arrivals seismic phase
:type phase: str
:param station: name of the station at which the seismic phase has been
picked
:type station: str
:param authority_id: name of the institution carrying out the processing
:type authority_id: str
:param azimuth: azimuth between source and receiver
:type azimuth: float or int, optional
:param dist: distance between source and receiver
:type dist: float or int, optional
:return: An ObsPy :class: `~obspy.core.event.Arrival` object
'''
arriresID = createResourceID(origintime, 'arrival', authority_id, eventnum)
arrival = ope.Arrival()
arrival.resource_id = arriresID
arrival.creation_info = cinfo
arrival.pick_id = pickresID
arrival.phase = phase
if azimuth is not None:
arrival.azimuth = float(azimuth) if azimuth > -180 else azimuth + 360
else:
arrival.azimuth = azimuth
arrival.distance = None
return arrival
def createMagnitude(originID, origintime, cinfo, authority_id=None):
'''
createMagnitude - function to create an ObsPy Magnitude object
:param originID:
:param origintime:
:param cinfo:
:param authority_id:
:return:
'''
magnresID = createResourceID(origintime, 'mag', authority_id)
magnitude = ope.Magnitude()
magnitude.resource_id = magnresID
magnitude.creation_info = cinfo
magnitude.origin_id = originID
return magnitude
def createAmplitude(pickID, amp, unit, category, origintime, cinfo,
authority_id=None):
amplresID = createResourceID(origintime, 'ampl', authority_id)
amplitude = ope.Amplitude()
amplitude.resource_id = amplresID
amplitude.creation_info = cinfo
amplitude.generic_amplitude = amp
amplitude.unit = ope.AmplitudeUnit(unit)
amplitude.type = ope.AmplitudeCategory(category)
amplitude.pick_id = pickID
return amplitude
def getOwner(fn):
return pwd.getpwuid(os.stat(fn).st_uid).pw_name
def prepTimeAxis(stime, trace):
nsamp = trace.stats.npts
srate = trace.stats.sampling_rate
tincr = trace.stats.delta
etime = stime + nsamp / srate
time_ax = np.arange(stime, etime, tincr)
if len(time_ax) < nsamp:
print 'elongate time axes by one datum'
time_ax = np.arange(stime, etime + tincr, tincr)
elif len(time_ax) > nsamp:
print 'shorten time axes by one datum'
time_ax = np.arange(stime, etime - tincr, tincr)
if len(time_ax) != nsamp:
raise ValueError('{0} samples of data \n '
'{1} length of time vector \n'
'delta: {2}'.format(nsamp, len(time_ax), tincr))
return time_ax
def getGlobalTimes(stream):
min_start = UTCDateTime()
max_end = None
for trace in stream:
if trace.stats.starttime < min_start:
min_start = trace.stats.starttime
if max_end is None or trace.stats.endtime > max_end:
max_end = trace.stats.endtime
return [min_start, max_end]