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import numpy as num 

import os 

 

from pyrocko import moment_tensor, model 

from pyrocko.gui.snuffling import Snuffling, Param, Choice, EventMarker, Switch 

from pyrocko import gf 

 

km = 1000. 

 

 

class Seismosizer(Snuffling): 

''' 

Generate synthetic traces on the fly 

==================================== 

 

Activate an event (press `e`) to generate synthetic waveforms for it. 

If no stations have been loaded pripor to execution, two stations will be 

generated at lat/lon = (5., 0) and (-5., 0.). 

 

All geometrical units are kilometers (if not stated otherwise). 

`GF Stores` will be loaded on start from `gf_store_superdirs` defined 

in your pyrocko config file located at `$HOME/.pyrocko/config.pf`. 

''' 

 

def __init__(self): 

Snuffling.__init__(self) 

self.stf_types = ['half sin', 'triangular', 'boxcar', 'None'] 

self.stf_instances = [gf.HalfSinusoidSTF(), gf.TriangularSTF(), 

gf.BoxcarSTF(), None] 

 

def get_source(self, event): 

raise NotImplementedError() 

 

def panel_visibility_changed(self, bool): 

if bool: 

if self._engine is None: 

self.set_engine() 

 

def set_engine(self): 

self._engine = None 

self.store_ids = self.get_store_ids() 

if self.store_ids == []: 

return 

 

self.set_parameter_choices('store_id', self.store_ids) 

self.store_id = self.store_ids[0] 

 

def get_engine(self): 

if not self._engine: 

self._engine = gf.LocalEngine(use_config=True) 

 

return self._engine 

 

def get_store_ids(self): 

return self.get_engine().get_store_ids() 

 

def get_stf(self): 

stf = dict(zip(self.stf_types, self.stf_instances))[self.stf_type] 

if stf is not None: 

stf.duration = self.stf_duration 

 

return stf 

 

def call(self): 

'''Main work routine of the snuffling.''' 

self.cleanup() 

 

# get time range visible in viewer 

viewer = self.get_viewer() 

 

event = viewer.get_active_event() 

if event: 

event, stations = self.get_active_event_and_stations( 

missing='warn') 

else: 

# event = model.Event(lat=self.lat, lon=self.lon) 

event = model.Event(lat=0., lon=0.) 

stations = [] 

 

stations = self.get_stations() 

 

s2c = {} 

for traces in self.chopper_selected_traces(fallback=True, 

mode='visible'): 

for tr in traces: 

net, sta, loc, cha = tr.nslc_id 

ns = net, sta 

if ns not in s2c: 

s2c[ns] = set() 

 

s2c[ns].add((loc, cha)) 

 

if not stations: 

stations = [] 

for (lat, lon) in [(5., 0.), (-5., 0.)]: 

s = model.Station(station='(%g, %g)' % (lat, lon), 

lat=lat, lon=lon) 

stations.append(s) 

viewer.add_stations(stations) 

 

for s in stations: 

ns = s.nsl()[:2] 

if ns not in s2c: 

s2c[ns] = set() 

 

for cha in 'NEZ': 

s2c[ns].add(('', cha)) 

 

source = self.get_source(event) 

source.regularize() 

 

m = EventMarker(source.pyrocko_event()) 

self.add_marker(m) 

 

targets = [] 

 

if self.store_id == '<not loaded yet>': 

self.fail('Select a GF Store first') 

 

for station in stations: 

 

nsl = station.nsl() 

if nsl[:2] not in s2c: 

continue 

 

for loc, cha in s2c[nsl[:2]]: 

 

target = gf.Target( 

codes=( 

station.network, 

station.station, 

loc + '-syn', 

cha), 

quantity='displacement', 

lat=station.lat, 

lon=station.lon, 

depth=station.depth, 

store_id=self.store_id, 

optimization='enable', 

interpolation='nearest_neighbor') 

 

_, bazi = source.azibazi_to(target) 

 

if cha.endswith('T'): 

dip = 0. 

azi = bazi + 270. 

elif cha.endswith('R'): 

dip = 0. 

azi = bazi + 180. 

elif cha.endswith('1'): 

dip = 0. 

azi = 0. 

elif cha.endswith('2'): 

dip = 0. 

azi = 90. 

else: 

dip = None 

azi = None 

 

target.azimuth = azi 

target.dip = dip 

 

targets.append(target) 

 

req = gf.Request( 

sources=[source], 

targets=targets) 

 

req.regularize() 

 

try: 

resp = self.get_engine().process(req, nthreads=0) 

except (gf.meta.OutOfBounds, gf.store_ext.StoreExtError)as e: 

self.fail(e) 

 

traces = resp.pyrocko_traces() 

 

if self.waveform_type.startswith('Velocity'): 

for tr in traces: 

tr.set_ydata(num.diff(tr.ydata) / tr.deltat) 

 

elif self.waveform_type.startswith('Acceleration'): 

for tr in traces: 

tr.set_ydata(num.diff(num.diff(tr.ydata)) / tr.deltat**2) 

 

if self.waveform_type.endswith('[nm]') or \ 

self.waveform_type.endswith('[nm/s]') or \ 

self.waveform_type.endswith('[nm/s^2]'): 

 

for tr in traces: 

tr.set_ydata(tr.ydata * 1e9) 

 

self.add_traces(traces) 

 

def mechanism_from_event(self): 

 

event = self.get_viewer().get_active_event() 

 

if event is None: 

self.fail('No active event set.') 

 

if event.moment_tensor is not None: 

strike, dip, slip_rake = event.moment_tensor\ 

.both_strike_dip_rake()[0] 

moment = event.moment_tensor.scalar_moment() 

self.set_parameter('magnitude', 

moment_tensor.moment_to_magnitude(moment)) 

self.set_parameter('strike', strike) 

self.set_parameter('dip', dip) 

self.set_parameter('rake', slip_rake) 

else: 

self.warn( 

'No source mechanism available for event %s. ' 

'Only setting location' % event.name) 

 

self.set_parameter('lat', event.lat) 

self.set_parameter('lon', event.lon) 

self.set_parameter('depth_km', event.depth/km) 

 

def add_store(self): 

self._engine = self.get_engine() 

superdir = self.input_directory() 

if self.has_config(superdir): 

self._engine.store_dirs.append(superdir) 

else: 

self._engine.store_superdirs.append(superdir) 

self.store_ids = self._engine.get_store_ids() 

 

self.set_parameter_choices('store_id', self.store_ids) 

 

def has_config(self, directory): 

return 'config' in os.listdir(directory) 

 

 

class DCSource(Seismosizer): 

 

def setup(self): 

'''Customization of the snuffling.''' 

 

self.set_name('Seismosizer: DCSource') 

self.add_parameter( 

Param('Time', 'time', 0.0, -50., 50.)) 

# self.add_parameter( 

# Param('Latitude', 'lat', 0.0, -90., 90.)) 

# self.add_parameter( 

# Param('Longitude', 'lon', 0.0, -180., 180.)) 

self.add_parameter( 

Param('North shift', 'north_km', 0.0, -50., 50.)) 

self.add_parameter( 

Param('East shift', 'east_km', 0.0, -50., 50.)) 

self.add_parameter( 

Param('Depth', 'depth_km', 10.0, 0.0, 600.0)) 

self.add_parameter( 

Param('Magnitude', 'magnitude', 6.0, 0.0, 10.0)) 

self.add_parameter( 

Param('Strike', 'strike', 0., -180., 180.)) 

self.add_parameter( 

Param('Dip', 'dip', 90., 0., 90.)) 

self.add_parameter( 

Param('Rake', 'rake', 0., -180., 180.)) 

self.add_parameter( 

Param('STF duration', 'stf_duration', 0., 0., 20.)) 

self.add_parameter( 

Choice('STF type', 'stf_type', self.stf_types[0], self.stf_types)) 

self.add_parameter( 

Choice('GF Store', 'store_id', 

'<not loaded yet>', ['<not loaded yet>'])) 

self.add_parameter( 

Choice('Waveform type', 'waveform_type', 'Displacement [m]', 

['Displacement [m]', 

'Displacement [nm]', 

'Velocity [m/s]', 

'Velocity [nm/s]', 

'Acceleration [m/s^2]', 

'Acceleration [nm/s^2]'])) 

 

self.add_trigger('Set Engine', self.set_engine) 

self.add_trigger('Set Params from Event', self.mechanism_from_event) 

self.add_trigger('Add Stores', self.add_store) 

 

self.store_ids = None 

self.offline_config = None 

self._engine = None 

 

def get_source(self, event): 

return gf.DCSource( 

time=event.time+self.time, 

lat=event.lat, 

lon=event.lon, 

north_shift=self.north_km*km, 

east_shift=self.east_km*km, 

depth=self.depth_km*km, 

magnitude=self.magnitude, 

strike=self.strike, 

dip=self.dip, 

rake=self.rake, 

stf=self.get_stf()) 

 

 

class RectangularSource(Seismosizer): 

 

def setup(self): 

'''Customization of the snuffling.''' 

 

self.set_name('Seismosizer: RectangularSource') 

self.add_parameter( 

Param('Time', 'time', 0.0, -50., 50.)) 

# self.add_parameter( 

# Param('Latitude', 'lat', 0.0, -90., 90.)) 

# self.add_parameter( 

# Param('Longitude', 'lon', 0.0, -180., 180.)) 

self.add_parameter( 

Param('North shift', 'north_km', 0.0, -50., 50.)) 

self.add_parameter( 

Param('East shift', 'east_km', 0.0, -50., 50.)) 

self.add_parameter( 

Param('Depth', 'depth_km', 10.0, 0.0, 600.0)) 

self.add_parameter( 

Param('Magnitude', 'magnitude', 6.0, 0.0, 10.0)) 

self.add_parameter( 

Param('Strike', 'strike', 0., -180., 180.)) 

self.add_parameter( 

Param('Dip', 'dip', 90., 0., 90.)) 

self.add_parameter( 

Param('Rake', 'rake', 0., -180., 180.)) 

self.add_parameter( 

Param('Length', 'length', 10.*km, .1*km, 100*km)) 

self.add_parameter( 

Param('Width', 'width', 5.*km, .1*km, 50*km)) 

self.add_parameter( 

Param('Nucleation X', 'nucleation_x', 0., -1., 1.)) 

self.add_parameter( 

Param('Nucleation Y', 'nucleation_y', 0., -1., 1.)) 

self.add_parameter( 

Param('Rupture velocity', 'velocity', 3500.0, 0.0, 5000.0)) 

self.add_parameter( 

Param('STF duration', 'stf_duration', 0., 0., 20.)) 

self.add_parameter( 

Choice('STF type', 'stf_type', self.stf_types[0], self.stf_types)) 

self.add_parameter( 

Choice('GF Store', 'store_id', 

'<not loaded yet>', ['<not loaded yet>'])) 

self.add_parameter( 

Choice('Waveform type', 'waveform_type', 'Displacement [m]', 

['Displacement [m]', 

'Displacement [nm]', 

'Velocity [m/s]', 

'Velocity [nm/s]', 

'Acceleration [m/s^2]', 

'Acceleration [nm/s^2]'])) 

 

self.add_trigger('Set Engine', self.set_engine) 

self.add_trigger('Set Params from Event', self.mechanism_from_event) 

self.add_trigger('Add Stores', self.add_store) 

 

self.store_ids = None 

self.offline_config = None 

self._engine = None 

 

def get_source(self, event): 

return gf.RectangularSource( 

time=event.time+self.time, 

lat=event.lat, 

lon=event.lon, 

north_shift=self.north_km*km, 

east_shift=self.east_km*km, 

depth=self.depth_km*km, 

magnitude=self.magnitude, 

strike=self.strike, 

dip=self.dip, 

rake=self.rake, 

length=self.length, 

width=self.width, 

nucleation_x=self.nucleation_x, 

nucleation_y=self.nucleation_y, 

velocity=self.velocity, 

stf=self.get_stf()) 

 

 

class PseudoDynamicRuptureSource(Seismosizer): 

 

def setup(self): 

'''Customization of the snuffling.''' 

 

self.set_name('Seismosizer: PseudoDynamicRupture') 

self.add_parameter( 

Param('Time', 'time', 0.0, -50., 50.)) 

# self.add_parameter( 

# Param('Latitude', 'lat', 0.0, -90., 90.)) 

# self.add_parameter( 

# Param('Longitude', 'lon', 0.0, -180., 180.)) 

self.add_parameter( 

Param('North shift', 'north_km', 0.0, -50., 50.)) 

self.add_parameter( 

Param('East shift', 'east_km', 0.0, -50., 50.)) 

self.add_parameter( 

Param('Depth', 'depth_km', 10.0, 0.0, 600.0)) 

self.add_parameter( 

Param('Magnitude', 'magnitude', 6.0, 0.0, 10.0)) 

self.add_parameter( 

Param('Strike', 'strike', 0., -180., 180.)) 

self.add_parameter( 

Param('Dip', 'dip', 90., 0., 90.)) 

self.add_parameter( 

Param('Rake', 'rake', 0., -180., 180.)) 

self.add_parameter( 

Param('Length', 'length', 10.*km, .1*km, 100*km)) 

self.add_parameter( 

Param('Width', 'width', 5.*km, .1*km, 50*km)) 

self.add_parameter( 

Param('Nucleation X', 'nucleation_x', 0., -1., 1.)) 

self.add_parameter( 

Param('Nucleation Y', 'nucleation_y', 0., -1., 1.)) 

self.add_parameter( 

Param('Gamma', 'gamma', 0.8, 0.5, 1.5)) 

self.add_parameter( 

Param('nx', 'nx', 5, 1, 20)) 

self.add_parameter( 

Param('ny', 'ny', 5, 1, 20)) 

self.add_parameter( 

Param('STF duration', 'stf_duration', 0., 0., 20.)) 

self.add_parameter( 

Choice('STF type', 'stf_type', self.stf_types[0], self.stf_types)) 

 

self.add_parameter(Switch( 

'Tapered tractions', 'tapered', True)) 

 

self.add_parameter( 

Choice('GF Store', 'store_id', 

'<not loaded yet>', ['<not loaded yet>'])) 

self.add_parameter( 

Choice('Waveform type', 'waveform_type', 'Displacement [m]', 

['Displacement [m]', 

'Displacement [nm]', 

'Velocity [m/s]', 

'Velocity [nm/s]', 

'Acceleration [m/s^2]', 

'Acceleration [nm/s^2]'])) 

 

self.add_trigger('Set Engine', self.set_engine) 

self.add_trigger('Set Params from Event', self.mechanism_from_event) 

self.add_trigger('Add Stores', self.add_store) 

 

self.store_ids = None 

self.offline_config = None 

self._engine = None 

 

def get_source(self, event): 

source = gf.PseudoDynamicRupture( 

time=event.time + self.time, 

lat=event.lat, 

lon=event.lon, 

nx=int(self.nx), 

ny=int(self.ny), 

north_shift=self.north_km*km, 

east_shift=self.east_km*km, 

depth=self.depth_km*km, 

magnitude=self.magnitude, 

strike=self.strike, 

dip=self.dip, 

rake=self.rake, 

length=self.length, 

width=self.width, 

nucleation_x=self.nucleation_x, 

nucleation_y=self.nucleation_y, 

gamma=self.gamma, 

stf=self.get_stf(), 

 

nthreads=5, 

pure_shear=True, 

smooth_rupture=False) 

 

return source 

 

 

def __snufflings__(): 

'''Returns a list of snufflings to be exported by this module.''' 

return [DCSource(), RectangularSource(), PseudoDynamicRuptureSource()]