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import swiftest.io as swio | ||
import numpy as np | ||
import matplotlib.pyplot as plt | ||
from matplotlib import animation | ||
import matplotlib.colors as mcolors | ||
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radscale = 20 | ||
xmin = 1.0 | ||
xmax = 10.0 | ||
ymin = 1e-6 | ||
ymax = 1.0 | ||
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class AnimatedScatter(object): | ||
"""An animated scatter plot using matplotlib.animations.FuncAnimation.""" | ||
def __init__(self, ds, param): | ||
#outf = 'aescatter.mp4' | ||
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frame = 0 | ||
nframes = ds['time'].size | ||
self.ds = ds | ||
self.param = param | ||
self.ds['Mass'] = self.ds['Mass'] / param['GU'] | ||
self.ds['radmarker'] = self.ds['Radius'].fillna(0) | ||
self.ds['radmarker'] = self.ds['radmarker'] / self.ds['radmarker'].max() * radscale | ||
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self.clist = {'Initial conditions' : 'xkcd:faded blue', | ||
'Disruption' : 'xkcd:marigold', | ||
'Supercatastrophic' : 'xkcd:shocking pink', | ||
'Hit and run fragment' : 'xkcd:baby poop green'} | ||
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self.stream = self.data_stream(frame) | ||
# Setup the figure and axes... | ||
self.fig, self.ax = plt.subplots(figsize=(8,4.5)) | ||
# Then setup FuncAnimation. | ||
self.ani = animation.FuncAnimation(self.fig, self.update, interval=1, frames=nframes, | ||
init_func=self.setup_plot, blit=True) | ||
self.ani.save('aescatter.mp4', fps=60, dpi=300, | ||
extra_args=['-vcodec', 'libx264']) | ||
print('Finished writing aescattter.mp4') | ||
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def scatters(self, pl, radmarker, origin): | ||
scat = [] | ||
for key, value in self.clist.items(): | ||
idx = origin == value | ||
s = self.ax.scatter(pl[idx, 0], pl[idx, 1], marker='o', s=radmarker[idx], c=value, alpha=0.25, label=key) | ||
scat.append(s) | ||
return scat | ||
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def setup_plot(self): | ||
# First frame | ||
"""Initial drawing of the scatter plot.""" | ||
t, name, Mass, Radius, npl, pl, radmarker, origin = next(self.data_stream(0)) | ||
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# set up the figure | ||
self.ax = plt.axes(xlim=(xmin, xmax), ylim=(ymin, ymax)) | ||
self.ax.margins(x=10, y=1) | ||
self.ax.set_xlabel('Semi Major Axis (AU)', fontsize='16', labelpad=1) | ||
self.ax.set_ylabel('Eccentricity', fontsize='16', labelpad=1) | ||
self.ax.set_yscale('log') | ||
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self.title = self.ax.text(0.50, 1.05, "", bbox={'facecolor': 'w', 'alpha': 0.5, 'pad': 5}, transform=self.ax.transAxes, | ||
ha="center") | ||
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self.title.set_text(f'Time = ${t / 24 / 3600:4.1f}$ days with ${npl:f}$ particles') | ||
slist = self.scatters(pl, radmarker, origin) | ||
self.s0 = slist[0] | ||
self.s1 = slist[1] | ||
self.s2 = slist[2] | ||
self.s3 = slist[3] | ||
self.ax.legend(loc='upper right') | ||
return self.s0, self.s1, self.s2, self.s3, self.title | ||
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def data_stream(self, frame=0): | ||
while True: | ||
d = self.ds.isel(time=frame) | ||
Radius = d['radmarker'].values | ||
Mass = d['Mass'].values | ||
a = d['a'].values | ||
e = d['e'].values | ||
name = d['id'].values | ||
npl = d['npl'].values | ||
radmarker = d['radmarker'] | ||
origin = d['origin_type'] | ||
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t = self.ds.coords['time'].values[frame] | ||
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frame += 1 | ||
yield t, name, Mass, Radius, npl, np.c_[a, e], radmarker, origin | ||
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def update(self,frame): | ||
"""Update the scatter plot.""" | ||
t, name, Mass, Radius, npl, pl, radmarker, origin = next(self.data_stream(frame)) | ||
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self.title.set_text(f'Time = ${t / 24 / 3600:4.1f}$ days with ${npl:4.0f}$ particles') | ||
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# We need to return the updated artist for FuncAnimation to draw.. | ||
# Note that it expects a sequence of artists, thus the trailing comma. | ||
s = [self.s0, self.s1, self.s2, self.s3] | ||
for i, (key, value) in enumerate(self.clist.items()): | ||
idx = origin == key | ||
s[i].set_sizes(radmarker[idx]) | ||
s[i].set_offsets(pl[idx,:]) | ||
s[i].set_facecolor(value) | ||
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self.s0 = s[0] | ||
self.s1 = s[1] | ||
self.s2 = s[2] | ||
self.s3 = s[3] | ||
return self.s0, self.s1, self.s2, self.s3, self.title, | ||
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param = swio.read_swiftest_param("param.in") | ||
marsdisk = swio.swiftest2xr(param) | ||
print('Making animation') | ||
anim = AnimatedScatter(marsdisk,param) | ||
print('Animation finished') |
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import swiftest.io as swio | ||
import numpy as np | ||
import matplotlib.pyplot as plt | ||
from matplotlib import animation | ||
import matplotlib.colors as mcolors | ||
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||
radscale = 20 | ||
xmin = 1.0 | ||
xmax = 10.0 | ||
ymin = 1e-6 | ||
ymax = 1.0 | ||
|
||
class AnimatedScatter(object): | ||
"""An animated scatter plot using matplotlib.animations.FuncAnimation.""" | ||
def __init__(self, ds, param): | ||
#outf = 'aescatter.mp4' | ||
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||
frame = 0 | ||
nframes = ds['time'].size | ||
self.ds = ds | ||
self.param = param | ||
self.ds['Mass'] = self.ds['Mass'] / param['GU'] | ||
self.ds['radmarker'] = self.ds['Radius'].fillna(0) | ||
self.ds['radmarker'] = self.ds['radmarker'] / self.ds['radmarker'].max() * radscale | ||
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||
self.clist = {'Initial conditions' : 'xkcd:faded blue', | ||
'Disruption' : 'xkcd:marigold', | ||
'Supercatastrophic' : 'xkcd:shocking pink', | ||
'Hit and run fragment' : 'xkcd:baby poop green'} | ||
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self.stream = self.data_stream(frame) | ||
# Setup the figure and axes... | ||
self.fig, self.ax = plt.subplots(figsize=(8,4.5)) | ||
# Then setup FuncAnimation. | ||
self.ani = animation.FuncAnimation(self.fig, self.update, interval=1, frames=nframes, | ||
init_func=self.setup_plot, blit=True) | ||
self.ani.save('aescatter.mp4', fps=60, dpi=300, | ||
extra_args=['-vcodec', 'libx264']) | ||
print('Finished writing aescattter.mp4') | ||
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||
def scatters(self, pl, radmarker, origin): | ||
scat = [] | ||
for key, value in self.clist.items(): | ||
idx = origin == value | ||
s = self.ax.scatter(pl[idx, 0], pl[idx, 1], marker='o', s=radmarker[idx], c=value, alpha=0.25, label=key) | ||
scat.append(s) | ||
return scat | ||
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||
def setup_plot(self): | ||
# First frame | ||
"""Initial drawing of the scatter plot.""" | ||
t, name, Mass, Radius, npl, pl, radmarker, origin = next(self.data_stream(0)) | ||
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||
# set up the figure | ||
self.ax = plt.axes(xlim=(xmin, xmax), ylim=(ymin, ymax)) | ||
self.ax.margins(x=10, y=1) | ||
self.ax.set_xlabel('Semi Major Axis (AU)', fontsize='16', labelpad=1) | ||
self.ax.set_ylabel('Eccentricity', fontsize='16', labelpad=1) | ||
self.ax.set_yscale('log') | ||
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||
self.title = self.ax.text(0.50, 1.05, "", bbox={'facecolor': 'w', 'alpha': 0.5, 'pad': 5}, transform=self.ax.transAxes, | ||
ha="center") | ||
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self.title.set_text(f'Time = ${t / 24 / 3600:4.1f}$ days with ${npl:f}$ particles') | ||
slist = self.scatters(pl, radmarker, origin) | ||
self.s0 = slist[0] | ||
self.s1 = slist[1] | ||
self.s2 = slist[2] | ||
self.s3 = slist[3] | ||
self.ax.legend(loc='upper right') | ||
return self.s0, self.s1, self.s2, self.s3, self.title | ||
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def data_stream(self, frame=0): | ||
while True: | ||
d = self.ds.isel(time=frame) | ||
Radius = d['radmarker'].values | ||
Mass = d['Mass'].values | ||
a = d['a'].values | ||
e = d['e'].values | ||
name = d['id'].values | ||
npl = d['npl'].values | ||
radmarker = d['radmarker'] | ||
origin = d['origin_type'] | ||
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t = self.ds.coords['time'].values[frame] | ||
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frame += 1 | ||
yield t, name, Mass, Radius, npl, np.c_[a, e], radmarker, origin | ||
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def update(self,frame): | ||
"""Update the scatter plot.""" | ||
t, name, Mass, Radius, npl, pl, radmarker, origin = next(self.data_stream(frame)) | ||
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self.title.set_text(f'Time = ${t / 24 / 3600:4.1f}$ days with ${npl:4.0f}$ particles') | ||
|
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# We need to return the updated artist for FuncAnimation to draw.. | ||
# Note that it expects a sequence of artists, thus the trailing comma. | ||
s = [self.s0, self.s1, self.s2, self.s3] | ||
for i, (key, value) in enumerate(self.clist.items()): | ||
idx = origin == key | ||
s[i].set_sizes(radmarker[idx]) | ||
s[i].set_offsets(pl[idx,:]) | ||
s[i].set_facecolor(value) | ||
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self.s0 = s[0] | ||
self.s1 = s[1] | ||
self.s2 = s[2] | ||
self.s3 = s[3] | ||
return self.s0, self.s1, self.s2, self.s3, self.title, | ||
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||
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param = swio.read_swiftest_param("param.in") | ||
marsdisk = swio.swiftest2xr(param) | ||
print('Making animation') | ||
anim = AnimatedScatter(marsdisk,param) | ||
print('Animation finished') |
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swiftest | ||
Documentation TBD |
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argon2-cffi @ file:///tmp/build/80754af9/argon2-cffi_1613036642480/work | ||
astropy==4.2.1 | ||
astroquery==0.4.2 | ||
async-generator==1.10 | ||
attrs @ file:///tmp/build/80754af9/attrs_1620827162558/work | ||
backcall @ file:///home/ktietz/src/ci/backcall_1611930011877/work | ||
beautifulsoup4==4.9.3 | ||
bleach @ file:///tmp/build/80754af9/bleach_1612211392645/work | ||
certifi==2021.5.30 | ||
cffi @ file:///tmp/build/80754af9/cffi_1613246939562/work | ||
chardet==4.0.0 | ||
cryptography==3.4.7 | ||
cycler==0.10.0 | ||
decorator @ file:///tmp/build/80754af9/decorator_1621259047763/work | ||
defusedxml @ file:///tmp/build/80754af9/defusedxml_1615228127516/work | ||
entrypoints==0.3 | ||
html5lib==1.1 | ||
idna==2.10 | ||
importlib-metadata==4.5.0 | ||
ipykernel==5.5.5 | ||
ipython @ file:///tmp/build/80754af9/ipython_1617118429768/work | ||
ipython-genutils @ file:///tmp/build/80754af9/ipython_genutils_1606773439826/work | ||
ipywidgets @ file:///tmp/build/80754af9/ipywidgets_1610481889018/work | ||
jedi==0.17.0 | ||
jeepney==0.6.0 | ||
Jinja2 @ file:///tmp/build/80754af9/jinja2_1621238361758/work | ||
jsonschema @ file:///tmp/build/80754af9/jsonschema_1602607155483/work | ||
jupyter==1.0.0 | ||
jupyter-client @ file:///tmp/build/80754af9/jupyter_client_1616770841739/work | ||
jupyter-console @ file:///tmp/build/80754af9/jupyter_console_1616615302928/work | ||
jupyter-core @ file:///tmp/build/80754af9/jupyter_core_1612213308260/work | ||
jupyterlab-pygments @ file:///tmp/build/80754af9/jupyterlab_pygments_1601490720602/work | ||
jupyterlab-widgets @ file:///tmp/build/80754af9/jupyterlab_widgets_1609884341231/work | ||
keyring==23.0.1 | ||
kiwisolver @ file:///tmp/build/80754af9/kiwisolver_1612282414123/work | ||
MarkupSafe @ file:///tmp/build/80754af9/markupsafe_1621528142364/work | ||
matplotlib==3.4.2 | ||
mistune @ file:///tmp/build/80754af9/mistune_1594373098390/work | ||
mkl-random @ file:///tmp/build/80754af9/mkl_random_1618853974840/work | ||
mkl-service==2.3.0 | ||
nbclient @ file:///tmp/build/80754af9/nbclient_1614364831625/work | ||
nbconvert @ file:///tmp/build/80754af9/nbconvert_1601914821128/work | ||
nbformat @ file:///tmp/build/80754af9/nbformat_1617383369282/work | ||
nest-asyncio @ file:///tmp/build/80754af9/nest-asyncio_1613680548246/work | ||
notebook @ file:///tmp/build/80754af9/notebook_1621523661196/work | ||
numpy==1.20.3 | ||
olefile==0.46 | ||
packaging @ file:///tmp/build/80754af9/packaging_1611952188834/work | ||
pandas==1.2.4 | ||
pandocfilters @ file:///tmp/build/80754af9/pandocfilters_1605120451932/work | ||
parso @ file:///tmp/build/80754af9/parso_1617223946239/work | ||
pexpect @ file:///tmp/build/80754af9/pexpect_1605563209008/work | ||
pickleshare @ file:///tmp/build/80754af9/pickleshare_1606932040724/work | ||
Pillow @ file:///tmp/build/80754af9/pillow_1617386154241/work | ||
prometheus-client @ file:///tmp/build/80754af9/prometheus_client_1623189609245/work | ||
prompt-toolkit @ file:///tmp/build/80754af9/prompt-toolkit_1616415428029/work | ||
ptyprocess @ file:///tmp/build/80754af9/ptyprocess_1609355006118/work/dist/ptyprocess-0.7.0-py2.py3-none-any.whl | ||
pycparser @ file:///tmp/build/80754af9/pycparser_1594388511720/work | ||
pyerfa==2.0.0 | ||
Pygments @ file:///tmp/build/80754af9/pygments_1621606182707/work | ||
pyparsing @ file:///home/linux1/recipes/ci/pyparsing_1610983426697/work | ||
pyrsistent @ file:///tmp/build/80754af9/pyrsistent_1600141707582/work | ||
pySLALIB==1.0.4 | ||
python-dateutil @ file:///home/ktietz/src/ci/python-dateutil_1611928101742/work | ||
pytz @ file:///tmp/build/80754af9/pytz_1612215392582/work | ||
pyvo==1.1 | ||
pyzmq==20.0.0 | ||
qtconsole @ file:///tmp/build/80754af9/qtconsole_1623278325812/work | ||
QtPy==1.9.0 | ||
requests==2.25.1 | ||
scipy==1.6.3 | ||
Send2Trash @ file:///tmp/build/80754af9/send2trash_1607525499227/work | ||
six @ file:///tmp/build/80754af9/six_1623709665295/work | ||
soupsieve==2.2.1 | ||
-e git+https://github.itap.purdue.edu/MintonGroup/swiftest.git@19f9e7d0b735f38b5b2e0f5d21fe9b4fb2b79838#egg=swiftest&subdirectory=python/swiftest | ||
terminado==0.9.4 | ||
testpath @ file:///home/ktietz/src/ci/testpath_1611930608132/work | ||
tornado @ file:///tmp/build/80754af9/tornado_1606942283357/work | ||
traitlets @ file:///home/ktietz/src/ci/traitlets_1611929699868/work | ||
typing-extensions==3.10.0.0 | ||
urllib3==1.26.5 | ||
wcwidth @ file:///tmp/build/80754af9/wcwidth_1593447189090/work | ||
webencodings==0.5.1 | ||
widgetsnbextension==3.5.1 | ||
xarray==0.18.2 | ||
zipp @ file:///tmp/build/80754af9/zipp_1615904174917/work |
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