In [1]:
from tools import batch_launch
!date
reason = "Running simulation for bulkSuppressor v appliedPotential contour plot with Nx=200"
for bulkSuppressor in (2 * np.logspace(-3, -1, 20)):
for appliedPotential in (-2.5 * np.logspace(-2, 0, 20)):
batch_launch(reason=reason,
tags=['annular60'],
kPlus=5e2,
kMinus=3e7,
rboundary=50e-6 / np.sqrt(np.pi),
Nx=200,
spacing_ratio=1.2,
CFL=0.1,
levelset_update_ncell=5,
data_frequency=100,
bulkSuppressor=bulkSuppressor,
appliedPotential=appliedPotential)
Fri Nov 1 12:16:41 EDT 2013
In [1]:
%load_ext autoreload
%autoreload 2
from tools import getSMTRecords, smt_ipy_table
records = getSMTRecords(tags=['annular60'])
Created Django record store using PostgreSQL
In [2]:
print len(records)
345
In [3]:
%load_ext autoreload
%autoreload 4
from featureProperty import FeatureProperty
suppressor = []
potential = []
void_size = []
height = []
for r in records:
if len(r.output_data) > 0:
fp = FeatureProperty(r)
void_size.append(fp.getVoidSize())
height.append(fp.getHeight())
suppressor.append(r.parameters['bulkSuppressor'])
potential.append(r.parameters['appliedPotential'])
fp.close()
void_size = np.array(void_size)
height = np.array(height)
suppressor = np.array(suppressor)
potential = np.array(potential)
values = height - void_size
In [4]:
from tools import refine_contour_plot
points = np.log10(np.array((suppressor, -potential)).transpose())
new_points = refine_contour_plot(points, values)[:100]
new_suppressor, new_potential = 10**new_points[:,0], 10**new_points[:,1]
In [5]:
from scipy.spatial import Delaunay
ps = np.concatenate((points, new_points))
tri1 = Delaunay(points)
tri2 = Delaunay(ps)
import matplotlib.pyplot as plt
fig = plt.figure()
ax1 = fig.add_subplot(1, 2, 1)
ax1.triplot(points[:,0], points[:,1], tri1.vertices.copy())
ax1.plot(points[:,0], points[:,1], 'o', ms=3)
ax2 = fig.add_subplot(1, 2, 2)
ax2.triplot(ps[:,0], ps[:,1], tri2.vertices.copy())
ax2.plot(ps[:,0], ps[:,1], 'o', ms=3)
plt.show()
In [6]:
!date
from tools import batch_launch
reason = "Fig 7, Nx=200, refinement 1"
for bulkSuppressor, appliedPotential in zip(new_suppressor, -new_potential):
batch_launch(reason=reason,
tags=['fig7_nx200_refinement1_1'],
kPlus=5e2,
kMinus=3e7,
rboundary=50e-6 / np.sqrt(np.pi),
Nx=200,
spacing_ratio=1.2,
CFL=0.1,
levelset_update_ncell=5,
data_frequency=100,
bulkSuppressor=bulkSuppressor,
appliedPotential=appliedPotential)
Mon Nov 4 11:21:37 EST 2013
In [ ]:
In [2]:
!qstat
job-ID prior name user state submit/start at queue slots ja-task-ID
-----------------------------------------------------------------------------------------------------------------
1695498 0.01868 launcher wd15 r 10/18/2013 17:20:39 ctcms@r016 1
1695499 0.01868 launcher wd15 r 10/18/2013 17:20:39 ctcms@r017 1
1695500 0.01868 launcher wd15 r 10/18/2013 17:20:39 ctcms@r019 1
1695501 0.01868 launcher wd15 r 10/18/2013 17:20:39 ctcms@r019 1
1695502 0.01868 launcher wd15 r 10/18/2013 17:20:39 ctcms@r017 1
1695503 0.01868 launcher wd15 r 10/18/2013 17:20:39 ctcms@r016 1
1695504 0.01868 launcher wd15 r 10/18/2013 17:20:39 ctcms@r016 1
1695505 0.01868 launcher wd15 r 10/18/2013 17:20:39 ctcms@r017 1
1695506 0.01868 launcher wd15 r 10/18/2013 17:20:39 ctcms@r019 1
1695507 0.01868 launcher wd15 r 10/18/2013 17:20:39 ctcms@r018 1
1695508 0.01868 launcher wd15 r 10/18/2013 17:20:39 ctcms@r015 1
1695509 0.01868 launcher wd15 r 10/18/2013 17:20:39 ctcms@r018 1
1695510 0.01868 launcher wd15 r 10/18/2013 17:20:39 ctcms@r019 1
1695511 0.01868 launcher wd15 r 10/18/2013 17:20:39 ctcms@r017 1
1695512 0.01868 launcher wd15 r 10/18/2013 17:20:39 ctcms@r016 1
1695513 0.01868 launcher wd15 r 10/18/2013 17:20:39 ctcms@r015 1
1695514 0.01868 launcher wd15 r 10/18/2013 17:20:39 ctcms@r016 1
1695515 0.01868 launcher wd15 r 10/18/2013 17:20:39 ctcms@r017 1
1695516 0.01868 launcher wd15 r 10/18/2013 17:20:39 ctcms@r019 1
1695517 0.01868 launcher wd15 r 10/18/2013 17:20:39 ctcms@r018 1
1695518 0.01868 launcher wd15 r 10/18/2013 17:20:39 ctcms@r015 1
1695519 0.01868 launcher wd15 r 10/18/2013 17:20:39 ctcms@r018 1
1695520 0.01868 launcher wd15 r 10/18/2013 17:20:39 ctcms@r019 1
1695521 0.01868 launcher wd15 r 10/18/2013 17:20:39 ctcms@r017 1
1695522 0.01868 launcher wd15 r 10/18/2013 17:20:39 ctcms@r016 1
1695523 0.01868 launcher wd15 r 10/18/2013 17:20:39 ctcms@r015 1
1695524 0.01868 launcher wd15 r 10/18/2013 17:20:39 ctcms@r016 1
1695525 0.01868 launcher wd15 r 10/18/2013 17:20:39 ctcms@r017 1
1695526 0.01868 launcher wd15 r 10/18/2013 17:20:39 ctcms@r019 1
1695527 0.01868 launcher wd15 r 10/18/2013 17:20:39 ctcms@r018 1
1695528 0.01868 launcher wd15 r 10/18/2013 17:20:39 ctcms@r015 1
1695529 0.01868 launcher wd15 r 10/18/2013 17:20:39 ctcms@r018 1
1695530 0.01868 launcher wd15 r 10/18/2013 17:20:39 ctcms@r019 1
1695531 0.01868 launcher wd15 r 10/18/2013 17:20:39 ctcms@r017 1
1695532 0.01868 launcher wd15 r 10/18/2013 17:20:39 ctcms@r016 1
1695533 0.01868 launcher wd15 r 10/18/2013 17:20:39 ctcms@r015 1
1695534 0.01868 launcher wd15 r 10/18/2013 17:20:39 ctcms@r018 1
1695535 0.01868 launcher wd15 r 10/18/2013 17:20:39 ctcms@r015 1
1695536 0.01868 launcher wd15 r 10/18/2013 17:20:39 wide64@r037 1
1695537 0.01868 launcher wd15 r 10/18/2013 17:20:39 wide64@r037 1
1695538 0.01868 launcher wd15 r 10/18/2013 17:20:39 wide64@r037 1
1695539 0.01868 launcher wd15 r 10/18/2013 17:20:39 wide64@r037 1
1695540 0.01868 launcher wd15 r 10/18/2013 17:20:39 wide64@r037 1
1695541 0.01868 launcher wd15 r 10/18/2013 17:20:39 wide64@r037 1
1695542 0.01868 launcher wd15 r 10/18/2013 17:20:39 wide64@r037 1
1695543 0.01868 launcher wd15 r 10/18/2013 17:20:39 wide64@r037 1
1695544 0.01868 launcher wd15 r 10/18/2013 17:20:39 wide64@r037 1
1695545 0.01868 launcher wd15 r 10/18/2013 17:20:39 wide64@r037 1
1695546 0.01868 launcher wd15 r 10/18/2013 17:20:39 wide64@r037 1
1695547 0.01868 launcher wd15 r 10/18/2013 17:20:39 wide64@r037 1
1695548 0.01868 launcher wd15 r 10/18/2013 17:20:39 wide64@r037 1
1695549 0.01868 launcher wd15 r 10/18/2013 17:20:39 wide64@r037 1
1695550 0.01868 launcher wd15 r 10/18/2013 17:20:39 wide64@r037 1
1695551 0.01868 launcher wd15 r 10/18/2013 17:20:39 wide64@r037 1
1695552 0.01868 launcher wd15 r 10/18/2013 17:20:39 wide64@r038 1
1695553 0.01868 launcher wd15 r 10/18/2013 17:20:39 wide64@r040 1
1695554 0.01868 launcher wd15 r 10/18/2013 17:20:39 wide64@r039 1
1695555 0.01868 launcher wd15 r 10/18/2013 17:20:39 wide64@r033 1
1695556 0.01868 launcher wd15 r 10/18/2013 17:20:39 wide64@r038 1
1695557 0.01868 launcher wd15 r 10/18/2013 17:20:39 wide64@r040 1
1695558 0.01868 launcher wd15 r 10/18/2013 17:20:39 wide64@r039 1
1695559 0.01868 launcher wd15 r 10/18/2013 17:20:39 wide64@r033 1
1695560 0.01868 launcher wd15 r 10/18/2013 17:20:39 wide64@r038 1
1695561 0.01868 launcher wd15 r 10/18/2013 17:20:39 wide64@r040 1
1695562 0.01868 launcher wd15 r 10/18/2013 17:20:39 wide64@r039 1
1695563 0.01868 launcher wd15 r 10/18/2013 17:20:39 wide64@r033 1
1695564 0.01868 launcher wd15 r 10/18/2013 17:20:39 wide64@r038 1
1695565 0.01868 launcher wd15 r 10/18/2013 17:20:39 wide64@r040 1
1695566 0.01868 launcher wd15 r 10/18/2013 17:20:39 wide64@r039 1
1695567 0.01868 launcher wd15 r 10/18/2013 17:20:39 wide64@r033 1
1695568 0.01868 launcher wd15 r 10/18/2013 17:20:39 wide64@r038 1
1695569 0.01868 launcher wd15 r 10/18/2013 17:20:39 wide64@r040 1
1695570 0.01868 launcher wd15 r 10/18/2013 17:20:39 wide64@r039 1
1695571 0.01868 launcher wd15 r 10/18/2013 17:20:39 wide64@r033 1
1695572 0.01868 launcher wd15 r 10/18/2013 17:20:39 wide64@r038 1
1695573 0.01868 launcher wd15 r 10/18/2013 17:20:39 wide64@r040 1
1695574 0.01868 launcher wd15 r 10/18/2013 17:20:39 wide64@r039 1
1695575 0.01868 launcher wd15 r 10/18/2013 17:20:39 wide64@r033 1
1695576 0.01868 launcher wd15 r 10/18/2013 17:20:39 wide64@r038 1
1695577 0.01868 launcher wd15 r 10/18/2013 17:20:39 wide64@r040 1
1695578 0.01868 launcher wd15 r 10/18/2013 17:20:39 wide64@r039 1
1695579 0.01868 launcher wd15 r 10/18/2013 17:20:39 wide64@r033 1
1695580 0.01868 launcher wd15 r 10/18/2013 17:20:39 wide64@r038 1
1695581 0.01868 launcher wd15 r 10/18/2013 17:20:39 wide64@r040 1
1695582 0.01868 launcher wd15 r 10/18/2013 17:20:39 wide64@r039 1
1695583 0.01868 launcher wd15 r 10/18/2013 17:20:39 wide64@r033 1
1695584 0.01868 launcher wd15 r 10/18/2013 17:20:39 wide64@r038 1
1695585 0.01868 launcher wd15 r 10/18/2013 17:20:39 wide64@r040 1
1695586 0.01868 launcher wd15 r 10/18/2013 17:20:39 wide64@r039 1
1695587 0.01868 launcher wd15 r 10/18/2013 17:20:39 wide64@r033 1
1695588 0.01868 launcher wd15 r 10/18/2013 17:20:39 wide64@r038 1
1695589 0.01868 launcher wd15 r 10/18/2013 17:20:39 wide64@r040 1
1695590 0.01868 launcher wd15 r 10/18/2013 17:20:39 wide64@r039 1
1695591 0.01868 launcher wd15 r 10/18/2013 17:20:39 wide64@r033 1
1695592 0.01868 launcher wd15 r 10/18/2013 17:20:39 wide64@r038 1
1695593 0.01868 launcher wd15 r 10/18/2013 17:20:39 wide64@r040 1
1695594 0.01868 launcher wd15 r 10/18/2013 17:20:39 wide64@r039 1
1695595 0.01868 launcher wd15 r 10/18/2013 17:20:39 wide64@r033 1
1695596 0.01868 launcher wd15 r 10/18/2013 17:20:39 wide2@r010 1
1695597 0.01868 launcher wd15 r 10/18/2013 17:20:39 wide64@r038 1
1695598 0.01867 launcher wd15 r 10/18/2013 17:20:39 wide64@r040 1
1695599 0.01867 launcher wd15 r 10/18/2013 17:20:39 wide64@r039 1
1695600 0.01867 launcher wd15 r 10/18/2013 17:20:39 wide64@r033 1
1695601 0.01867 launcher wd15 r 10/18/2013 17:20:39 wide64@r038 1
1695602 0.01867 launcher wd15 r 10/18/2013 17:20:39 wide64@r040 1
1695603 0.01867 launcher wd15 r 10/18/2013 17:20:39 wide64@r039 1
1695604 0.01867 launcher wd15 r 10/18/2013 17:20:39 wide64@r033 1
1695605 0.01867 launcher wd15 r 10/18/2013 17:20:39 wide2@r010 1
1695606 0.01867 launcher wd15 r 10/18/2013 17:20:39 wide64@r038 1
1695607 0.01867 launcher wd15 r 10/18/2013 17:20:39 wide64@r040 1
1695608 0.01867 launcher wd15 r 10/18/2013 17:20:39 wide64@r039 1
1695609 0.01867 launcher wd15 r 10/18/2013 17:20:39 wide64@r033 1
1695610 0.01867 launcher wd15 r 10/18/2013 17:20:39 wide2@r010 1
1695611 0.01867 launcher wd15 r 10/18/2013 17:20:39 wide64@r038 1
1695612 0.01867 launcher wd15 r 10/18/2013 17:20:39 wide64@r040 1
1695613 0.01867 launcher wd15 r 10/18/2013 17:20:39 wide64@r039 1
1695614 0.01867 launcher wd15 r 10/18/2013 17:20:39 wide64@r033 1
1695615 0.01867 launcher wd15 r 10/18/2013 17:20:39 wide2@r010 1
1695616 0.01867 launcher wd15 r 10/18/2013 17:20:39 wide64@r038 1
1695617 0.01867 launcher wd15 r 10/18/2013 17:20:39 wide64@r040 1
1695618 0.01867 launcher wd15 r 10/18/2013 17:20:39 wide64@r039 1
1695619 0.01867 launcher wd15 r 10/18/2013 17:20:39 wide64@r033 1
1695620 0.01867 launcher wd15 r 10/18/2013 17:20:39 wide64@r032 1
1695621 0.01867 launcher wd15 r 10/18/2013 17:20:39 wide2@r010 1
1695622 0.01867 launcher wd15 r 10/18/2013 17:20:39 wide64@r032 1
1695623 0.01867 launcher wd15 r 10/18/2013 17:20:39 wide2@r010 1
1695624 0.01867 launcher wd15 r 10/18/2013 17:20:39 wide64@r032 1
1695625 0.01867 launcher wd15 r 10/18/2013 17:20:39 wide2@r010 1
1695626 0.01867 launcher wd15 r 10/18/2013 17:20:39 wide64@r032 1
1695627 0.01867 launcher wd15 r 10/18/2013 17:20:39 wide64@r032 1
1695628 0.01867 launcher wd15 r 10/18/2013 17:20:39 wide2@r010 1
1695629 0.01867 launcher wd15 r 10/18/2013 17:20:39 wide64@r032 1
1695630 0.01867 launcher wd15 r 10/18/2013 17:20:39 wide64@r032 1
1695631 0.01867 launcher wd15 r 10/18/2013 17:20:39 wide64@r032 1
1695632 0.00465 launcher wd15 qw 10/18/2013 17:20:38 1
1695633 0.00461 launcher wd15 qw 10/18/2013 17:20:38 1
1695634 0.00458 launcher wd15 qw 10/18/2013 17:20:38 1
1695635 0.00455 launcher wd15 qw 10/18/2013 17:20:38 1
1695636 0.00451 launcher wd15 qw 10/18/2013 17:20:38 1
1695637 0.00448 launcher wd15 qw 10/18/2013 17:20:38 1
1695638 0.00445 launcher wd15 qw 10/18/2013 17:20:38 1
1695639 0.00442 launcher wd15 qw 10/18/2013 17:20:38 1
1695640 0.00439 launcher wd15 qw 10/18/2013 17:20:38 1
1695641 0.00436 launcher wd15 qw 10/18/2013 17:20:38 1
1695642 0.00433 launcher wd15 qw 10/18/2013 17:20:38 1
1695643 0.00430 launcher wd15 qw 10/18/2013 17:20:38 1
1695644 0.00427 launcher wd15 qw 10/18/2013 17:20:38 1
1695645 0.00424 launcher wd15 qw 10/18/2013 17:20:38 1
1695646 0.00421 launcher wd15 qw 10/18/2013 17:20:38 1
1695647 0.00418 launcher wd15 qw 10/18/2013 17:20:38 1
1695648 0.00415 launcher wd15 qw 10/18/2013 17:20:39 1
1695649 0.00413 launcher wd15 qw 10/18/2013 17:20:39 1
1695650 0.00410 launcher wd15 qw 10/18/2013 17:20:39 1
1695651 0.00407 launcher wd15 qw 10/18/2013 17:20:39 1
1695652 0.00405 launcher wd15 qw 10/18/2013 17:20:39 1
1695653 0.00402 launcher wd15 qw 10/18/2013 17:20:39 1
1695654 0.00400 launcher wd15 qw 10/18/2013 17:20:39 1
1695655 0.00397 launcher wd15 qw 10/18/2013 17:20:39 1
1695656 0.00395 launcher wd15 qw 10/18/2013 17:20:39 1
1695657 0.00392 launcher wd15 qw 10/18/2013 17:20:39 1
1695658 0.00390 launcher wd15 qw 10/18/2013 17:20:39 1
1695659 0.00387 launcher wd15 qw 10/18/2013 17:20:39 1
1695660 0.00385 launcher wd15 qw 10/18/2013 17:20:39 1
1695661 0.00383 launcher wd15 qw 10/18/2013 17:20:39 1
1695662 0.00380 launcher wd15 qw 10/18/2013 17:20:39 1
1695663 0.00378 launcher wd15 qw 10/18/2013 17:20:39 1
1695664 0.00376 launcher wd15 qw 10/18/2013 17:20:39 1
1695665 0.00374 launcher wd15 qw 10/18/2013 17:20:39 1
1695666 0.00371 launcher wd15 qw 10/18/2013 17:20:39 1
1695667 0.00369 launcher wd15 qw 10/18/2013 17:20:39 1
1695668 0.00367 launcher wd15 qw 10/18/2013 17:20:39 1
1695669 0.00365 launcher wd15 qw 10/18/2013 17:20:39 1
1695670 0.00363 launcher wd15 qw 10/18/2013 17:20:39 1
1695671 0.00361 launcher wd15 qw 10/18/2013 17:20:39 1
1695672 0.00359 launcher wd15 qw 10/18/2013 17:20:39 1
1695673 0.00357 launcher wd15 qw 10/18/2013 17:20:39 1
1695674 0.00355 launcher wd15 qw 10/18/2013 17:20:39 1
1695675 0.00353 launcher wd15 qw 10/18/2013 17:20:39 1
1695676 0.00351 launcher wd15 qw 10/18/2013 17:20:39 1
1695677 0.00349 launcher wd15 qw 10/18/2013 17:20:39 1
1695678 0.00347 launcher wd15 qw 10/18/2013 17:20:39 1
1695679 0.00345 launcher wd15 qw 10/18/2013 17:20:39 1
1695680 0.00343 launcher wd15 qw 10/18/2013 17:20:39 1
1695681 0.00341 launcher wd15 qw 10/18/2013 17:20:39 1
1695682 0.00339 launcher wd15 qw 10/18/2013 17:20:40 1
1695683 0.00337 launcher wd15 qw 10/18/2013 17:20:40 1
1695684 0.00336 launcher wd15 qw 10/18/2013 17:20:40 1
1695685 0.00334 launcher wd15 qw 10/18/2013 17:20:40 1
1695686 0.00332 launcher wd15 qw 10/18/2013 17:20:40 1
1695687 0.00330 launcher wd15 qw 10/18/2013 17:20:40 1
1695688 0.00329 launcher wd15 qw 10/18/2013 17:20:40 1
1695689 0.00327 launcher wd15 qw 10/18/2013 17:20:40 1
1695690 0.00325 launcher wd15 qw 10/18/2013 17:20:40 1
1695691 0.00323 launcher wd15 qw 10/18/2013 17:20:40 1
1695692 0.00322 launcher wd15 qw 10/18/2013 17:20:40 1
1695693 0.00320 launcher wd15 qw 10/18/2013 17:20:40 1
1695694 0.00319 launcher wd15 qw 10/18/2013 17:20:40 1
1695695 0.00317 launcher wd15 qw 10/18/2013 17:20:40 1
1695696 0.00315 launcher wd15 qw 10/18/2013 17:20:40 1
1695697 0.00314 launcher wd15 qw 10/18/2013 17:20:40 1
1695698 0.00312 launcher wd15 qw 10/18/2013 17:20:40 1
1695699 0.00311 launcher wd15 qw 10/18/2013 17:20:40 1
1695700 0.00309 launcher wd15 qw 10/18/2013 17:20:40 1
1695701 0.00308 launcher wd15 qw 10/18/2013 17:20:40 1
1695702 0.00306 launcher wd15 qw 10/18/2013 17:20:40 1
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1695706 0.00300 launcher wd15 qw 10/18/2013 17:20:40 1
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1695708 0.00298 launcher wd15 qw 10/18/2013 17:20:40 1
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1695711 0.00293 launcher wd15 qw 10/18/2013 17:20:40 1
1695712 0.00292 launcher wd15 qw 10/18/2013 17:20:40 1
1695713 0.00291 launcher wd15 qw 10/18/2013 17:20:40 1
1695714 0.00289 launcher wd15 qw 10/18/2013 17:20:40 1
1695715 0.00288 launcher wd15 qw 10/18/2013 17:20:40 1
1695716 0.00287 launcher wd15 qw 10/18/2013 17:20:40 1
1695717 0.00285 launcher wd15 qw 10/18/2013 17:20:40 1
1695718 0.00284 launcher wd15 qw 10/18/2013 17:20:40 1
1695719 0.00283 launcher wd15 qw 10/18/2013 17:20:40 1
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1695728 0.00272 launcher wd15 qw 10/18/2013 17:20:40 1
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1695730 0.00270 launcher wd15 qw 10/18/2013 17:20:40 1
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1695735 0.00264 launcher wd15 qw 10/18/2013 17:20:41 1
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1695738 0.00260 launcher wd15 qw 10/18/2013 17:20:41 1
1695739 0.00259 launcher wd15 qw 10/18/2013 17:20:41 1
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In [1]:
%load_ext autoreload
%autoreload 2
from tools import getSMTRecords, smt_ipy_table
records = getSMTRecords(tags=['annular59'])
Created Django record store using PostgreSQL
In [6]:
from multiViewer import MultiViewer
from tools import getRecord
bulkSuppressors = 2 * np.logspace(-3, -1, 20)
appliedPotentials = -2.5 * np.logspace(-2, 0, 20)
reorderedRecords = [[getRecord(records=records, bulkSuppressor=bulkSuppressor, appliedPotential=appliedPotential) \
for bulkSuppressor in bulkSuppressors] for appliedPotential in appliedPotentials]
def me(n):
s = '%1.1e' % n
m, e = s.split('e')
return float(m), int(e)
def rowlabel(r):
if r:
m, e = me(r.parameters['appliedPotential'])
return '${0:1.1f}\\times 10^{{{1}}}$'.format(m, e)
else:
return ''
def columnlabel(r):
if r:
m, e = me(r.parameters['bulkSuppressor'])
return '${0:1.1f}\\times 10^{{{1}}}$'.format(m, e)
else:
return ''
viewer = MultiViewer(reorderedRecords,
rowtitle=rowlabel,
columntitle=columnlabel,
figsize=(1.5, 6))
viewer.plot(times=np.arange(20) * 5000. / 19.)
#
#smt_ipy_table([j for i in reorderedRecords for j in i if j],
# fields=['label', 'timestamp', 'parameters', 'duration', 'version', 'tags'],
# parameters=['bulkSuppressor', 'appliedPotential', 'kPlus', 'kMinus'])
In [ ]:
Content source: wd15/extremefill2D
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