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Author SHA1 Message Date
e453d20e55 chore(deps): update dependency pytest-cov to v3
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2022-03-15 01:32:26 +00:00
b5f488ff6c Merge pull request 'chore(deps): update dependency mypy to ^0.940' (#2) from renovate/mypy-0.x into master
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Reviewed-on: #2
2022-03-14 18:13:38 +00:00
98c3f3017f chore(deps): update dependency mypy to ^0.940
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2022-03-12 01:31:44 +00:00
c6f09fdbe9
chore(release): 0.5.4
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2022-03-06 16:39:03 -06:00
548dcfebfc
fix: lets you get model from discretisation for fixed magnitude models in type hintable way 2022-03-06 16:38:48 -06:00
7a2f34de3b
chore(release): 0.5.3
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2022-03-06 15:48:40 -06:00
9f428af1ca
chore: why prerelease, y'know? 2022-03-06 15:40:12 -06:00
7c368d28b6 Merge pull request 'newalgorithm' (#8) from newalgorithm into master
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Reviewed-on: #8
2022-03-06 21:37:56 +00:00
c70a971ce0
feat: Adds numpy make more dipoles at once and converters
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2022-03-06 15:33:33 -06:00
a782b4957f
feat: Adds between utility function 2022-03-06 14:14:42 -06:00
bf1dd0f487
chore: Fixes test name
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2022-03-06 14:09:04 -06:00
08559110be
feat: Adds fast calc expressions
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2022-03-06 13:38:07 -06:00
2d773df725
feat: Calculates range measurements. 2022-03-06 11:24:01 -06:00
92ce8d31dd
chore(release): 0.5.2
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2022-03-06 09:48:24 -06:00
2c14f8fc3e
docs: Better README with badges and release instructions for future me
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2022-03-06 09:44:17 -06:00
f44b4b589b
chore: Add release to do.sh 2022-03-06 09:34:16 -06:00
490d2fba4b
chore: actually skip release
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2022-03-05 17:54:53 -06:00
092457254f
ci: makes release script smarter
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2022-03-05 17:48:15 -06:00
6baaa4787f
ci: Fixes publish invocation in Jenkinsfile
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2022-03-05 17:33:00 -06:00
738cc5173b
chore(release): 0.5.1
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2022-03-05 17:19:32 -06:00
7903038174 Merge pull request 'fix: Fixes typo' (#7) from feature/testrelease into master
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Reviewed-on: #7
2022-03-05 23:18:28 +00:00
31762de697
fix: Fixes typo
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2022-03-05 17:14:26 -06:00
641ea70bc1 Merge pull request 'ciupdate' (#6) from ciupdate into master
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Reviewed-on: #6
2022-03-05 23:11:20 +00:00
e11b765176
chore(workflow): Adds release script using standard-version
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2022-03-05 17:07:59 -06:00
5ef9dfecbf
ci: Changes container name and updates poetry path
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2022-03-05 17:03:04 -06:00
a86d0ddcd4
ci: Replaces sh with just a ls
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2022-03-05 16:58:52 -06:00
53d6cec4cd
ci: fix attempt 2 for debugging new image
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2022-03-05 16:55:46 -06:00
1d5dd50821
ci: temporarily changing build script
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2022-03-05 16:54:10 -06:00
d50fad166b
ci: Changes jenkins pod to use prebuilt poetry
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2022-03-05 16:44:48 -06:00
fe97d4a5c5
Merge branch 'master' of ssh://gitea.deepak.science:2222/physics/pdme
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2022-03-05 13:20:16 -06:00
ab6a566bc6
chore: Releases a bunch of csv and scripts that are unnecessary for the library 2022-03-05 13:19:06 -06:00
bba330569e
chore: Ignores csv 2022-03-05 13:18:15 -06:00
d9923b6a6c chore: adds idea to gitignore
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2022-02-28 13:50:52 -06:00
75 changed files with 331 additions and 85627 deletions

5
.gitignore vendored
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@ -136,4 +136,7 @@ dmypy.json
.pytype/
# Cython debug symbols
cython_debug/
cython_debug/
.csv
.idea

10
.versionrc Normal file
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@ -0,0 +1,10 @@
{
"bumpFiles": [
{
"filename": "pyproject.toml",
"updater": "scripts/standard-version/pyproject-updater.js"
}
],
"sign": true,
"tag-prefix": ""
}

29
CHANGELOG.md Normal file
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@ -0,0 +1,29 @@
# Changelog
All notable changes to this project will be documented in this file. See [standard-version](https://github.com/conventional-changelog/standard-version) for commit guidelines.
### [0.5.4](https://gitea.deepak.science:2222/physics/pdme/compare/0.5.3...0.5.4) (2022-03-06)
### Bug Fixes
* lets you get model from discretisation for fixed magnitude models in type hintable way ([548dcfe](https://gitea.deepak.science:2222/physics/pdme/commit/548dcfebfc7cd6354ad708b3ab0e664881c58de4))
### [0.5.3](https://gitea.deepak.science:2222/physics/pdme/compare/0.5.2...0.5.3) (2022-03-06)
### Features
* Adds between utility function ([a782b49](https://gitea.deepak.science:2222/physics/pdme/commit/a782b4957f2aebfb0bf9a3c7d4166277a5450b76))
* Adds fast calc expressions ([0855911](https://gitea.deepak.science:2222/physics/pdme/commit/08559110be197b7f4a685d5e44e248f914853a3c))
* Adds numpy make more dipoles at once and converters ([c70a971](https://gitea.deepak.science:2222/physics/pdme/commit/c70a971ce09bda236a84cfcff309d9a9cf2092d9))
* Calculates range measurements. ([2d773df](https://gitea.deepak.science:2222/physics/pdme/commit/2d773df7259378ba9285776407b2cb5ae380d809))
### [0.5.2](https://gitea.deepak.science:2222/physics/pdme/compare/0.5.1...0.5.2) (2022-03-06)
### [0.5.1](https://gitea.deepak.science:2222/physics/pdme/compare/0.5.0...0.5.1) (2022-03-05)
### Bug Fixes
* Fixes typo ([31762de](https://gitea.deepak.science:2222/physics/pdme/commit/31762de69785b9c25704605b132c52036ad6dad3))

20
Jenkinsfile vendored
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@ -4,7 +4,7 @@ pipeline {
label 'pdme' // all your pods will be named with this prefix, followed by a unique id
idleMinutes 5 // how long the pod will live after no jobs have run on it
yamlFile 'jenkins/ci-agent-pod.yaml' // path to the pod definition relative to the root of our project
defaultContainer 'python' // define a default container if more than a few stages use it, will default to jnlp container
defaultContainer 'poetry' // define a default container if more than a few stages use it, will default to jnlp container
}
}
@ -12,36 +12,30 @@ pipeline {
parallelsAlwaysFailFast()
}
environment {
POETRY_HOME="/opt/poetry"
POETRY_VERSION="1.1.12"
}
stages {
stage('Build') {
steps {
echo 'Building...'
sh 'python --version'
sh 'curl -sSL https://raw.githubusercontent.com/python-poetry/poetry/master/get-poetry.py | python'
sh '${POETRY_HOME}/bin/poetry --version'
sh '${POETRY_HOME}/bin/poetry install'
sh 'poetry --version'
sh 'poetry install'
}
}
stage('Test') {
parallel{
stage('pytest') {
steps {
sh '${POETRY_HOME}/bin/poetry run pytest'
sh 'poetry run pytest'
}
}
stage('lint') {
steps {
sh '${POETRY_HOME}/bin/poetry run flake8 pdme tests'
sh 'poetry run flake8 pdme tests'
}
}
stage('mypy') {
steps {
sh '${POETRY_HOME}/bin/poetry run mypy pdme'
sh 'poetry run mypy pdme'
}
}
}
@ -57,7 +51,7 @@ pipeline {
}
steps {
echo 'Deploying...'
sh '${POETRY_HOME}/bin/poetry publish -u ${PYPI_USR} -p ${PYPI_PSW} --build'
sh 'poetry publish -u ${PYPI_USR} -p ${PYPI_PSW} --build'
}
}

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@ -1 +1,16 @@
# pdme - the python dipole model evaluator
[![Conventional Commits](https://img.shields.io/badge/Conventional%20Commits-1.0.0-green.svg?style=flat-square)](https://conventionalcommits.org)
[![PyPI](https://img.shields.io/pypi/v/pdme?style=flat-square)](https://pypi.org/project/pdme/)
[![Jenkins](https://img.shields.io/jenkins/build?jobUrl=https%3A%2F%2Fjenkins.deepak.science%2Fjob%2Fgitea-physics%2Fjob%2Fpdme%2Fjob%2Fmaster&style=flat-square)](https://jenkins.deepak.science/job/gitea-physics/job/pdme/job/master/)
![Jenkins tests](https://img.shields.io/jenkins/tests?compact_message&jobUrl=https%3A%2F%2Fjenkins.deepak.science%2Fjob%2Fgitea-physics%2Fjob%2Fpdme%2Fjob%2Fmaster%2F&style=flat-square)
![Jenkins Coverage](https://img.shields.io/jenkins/coverage/cobertura?jobUrl=https%3A%2F%2Fjenkins.deepak.science%2Fjob%2Fgitea-physics%2Fjob%2Fpdme%2Fjob%2Fmaster%2F&style=flat-square)
![Maintenance](https://img.shields.io/maintenance/yes/2022?style=flat-square)
This repo has library code for evaluating dipole models.
## Getting started
`poetry install` to start locally
Commit using [Conventional Commits](https://www.conventionalcommits.org/en/v1.0.0/), and when commits are on master, release with `doo release`.

4
do.sh
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@ -20,6 +20,10 @@ htmlcov() {
poetry run pytest --cov-report=html
}
release() {
./scripts/release.sh
}
all() {
build && test
}

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@ -1,9 +1,11 @@
apiVersion: v1
kind: Pod
spec:
imagePullSecrets:
- name: regcreds
containers: # list of containers that you want present for your build, you can define a default container in the Jenkinsfile
- name: python
image: python:3.8
- name: poetry
image: ghcr.io/dmallubhotla/poetry-image:1
command: ["tail", "-f", "/dev/null"] # this or any command that is bascially a noop is required, this is so that you don't overwrite the entrypoint of the base container
imagePullPolicy: Always # use cache or pull image for agent
resources: # limits the resources your build contaienr

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@ -1,101 +0,0 @@
"dipole_mom","dipole_loc","dipole_freq","low_success","low_count","medium_success","medium_count","high_success","high_count"
"(-8.394403299734375, -2.741796202195128, -4.607934528693184)","(0.6990690716183998, -8.96155114863804, 3.798412465313307)","1","2937","13500","2899","13500","2682","13500"
"(1.859825234524071, -4.631346659179552, -5.493691917527049)","(4.345196905355175, 9.376641059442004, 4.21787361713405)","2","594","13500","534","13500","542","13500"
"(-3.9422518774752704, -4.20151424266108, -5.609282080482728)","(-7.511885166861076, 6.185469949366215, 4.18551101584637)","3","6879","13500","6986","13500","7058","13500"
"(-3.6651359764720888, 4.361287683238619, -0.4977129832528774)","(1.1222657169816141, 6.729626399116107, 4.4190410710812715)","4","914","13500","896","13500","816","13500"
"(5.4983834576655415, -5.149555721727474, -2.9059322478486402)","(1.9839470252872733, 1.4497555695501845, 4.341665613269578)","5","64","13500","58","13500","6","13500"
"(-2.6694049149389856, -8.996704004458167, -1.886496379233655)","(-3.3167277852261234, -0.20349702062781816, 3.612093006422956)","6","234","13500","310","13500","208","13500"
"(-6.254663819409533, -5.17685615774952, -1.5795535534851701)","(6.579193043996991, 3.2559058012111706, 3.945482294020141)","7","184","13500","232","13500","206","13500"
"(-2.3965267421857805, -0.1426781261324307, 2.726095696980245)","(9.812730489596689, 5.655333946553924, 3.811001888246572)","8","7126","13500","7171","13500","7207","13500"
"(1.6355032955738602, 3.06789745500179, -1.2813116242722953)","(-6.170953785796478, -6.01469707093945, 4.291160187272589)","9","2248","13500","2600","13500","3060","13500"
"(4.701041346434566, -4.598509019375965, -0.9430843236669983)","(5.696471338191589, 7.49904919567571, 4.493589702763421)","10","1004","13500","1100","13500","1298","13500"
"(-4.723993570264787, 1.13293746497593, 8.520960982794042)","(6.961487895455377, 8.015424617689195, 3.5854967593904394)","11","1138","13500","1213","13500","1454","13500"
"(-5.760613247404216, 7.081750697436045, -0.9919946387539863)","(-4.937652187684451, -1.5061643772297089, 4.31540612670304)","12","862","13500","946","13500","936","13500"
"(3.528819362420093, -2.392856476308712, -7.4342903162298075)","(-4.099422078022544, -9.325040195505101, 4.116705744539639)","13","6860","13500","6791","13500","6743","13500"
"(-0.9100683062008937, -5.783785114000128, 7.174017658154602)","(-0.8802975115483811, -8.671075713094933, 4.469813699926449)","14","944","13500","1036","13500","1026","13500"
"(-5.383065244258856, 4.520588452647939, -5.935042401267746)","(-0.9939953179241243, 0.13066179695765712, 4.4279335798663375)","15","84","13500","68","13500","16","13500"
"(-2.6540804654577674, 2.546919220535922, 5.375707698483995)","(5.113886482738877, -8.262301262617369, 3.782907179152329)","16","7287","13500","7523","13500","7558","13500"
"(4.222005887886027, 7.538188681602292, 4.203854740545428)","(6.161028049055869, -3.830321784906346, 4.415709125389534)","17","7067","13500","7176","13500","7102","13500"
"(-3.15644606460527, -5.329707083106276, 2.704961488260325)","(7.814569971693082, -0.038088373454183255, 3.8303790864319467)","18","6935","13500","7067","13500","6915","13500"
"(-7.277680598922026, -2.8253329583318503, -1.148288512550368)","(6.64211537129362, -2.8241872160777515, 4.179539167210859)","19","770","13500","650","13500","638","13500"
"(3.1745827237839337, 5.518221007264731, -7.056298214409336)","(1.5880359702992592, -1.2346860578604417, 4.436949897452313)","20","100","13500","82","13500","46","13500"
"(-3.9837603828381702, -3.846190531568091, -3.5593740442996795)","(3.2092960126960115, 4.456520065762797, 4.203158185013188)","21","203","13500","216","13500","128","13500"
"(-5.291919196376568, -4.249710093481788, -5.41303840771628)","(-2.333790415760671, 7.360548507835652, 3.5111631503401046)","22","564","13500","546","13500","531","13500"
"(1.2458153060249753, 7.285596076781913, -4.53422433697739)","(-8.15438321990017, -5.813953704541877, 4.418252724499716)","23","1664","13500","1980","13500","2186","13500"
"(-2.76355115227314, 6.775125299326909, -6.640665328863606)","(5.690574170252958, -1.258691301412897, 3.752101613890688)","24","158","13500","88","13500","22","13500"
"(1.8897283340066036, 5.156980917794623, 7.678890379129224)","(-3.928088425987828, -3.497894081082964, 4.00856554264863)","25","6943","13500","6914","13500","7039","13500"
"(2.996793991100871, -2.8556774859407885, -2.682394270029828)","(-4.392126208256959, -6.247175829109802, 3.78844055203133)","26","6793","13500","6902","13500","6959","13500"
"(-5.873978570478022, -0.10810489863611472, 0.4098010277826613)","(-4.853374215182544, -0.3392936906512656, 3.7593793553619723)","27","768","13500","660","13500","792","13500"
"(-1.2295157619602355, -0.9533043498271472, -5.013711684351103)","(4.966969478507568, -6.419739155898332, 4.478955364511799)","28","1376","13500","1502","13500","1602","13500"
"(3.3280216682561172, -4.776470388412108, 5.933408931329477)","(5.225791261735759, -8.039947873883346, 4.330950095994171)","29","1092","13500","1308","13500","1242","13500"
"(-1.1524820483113067, 3.3676199968222007, -6.447244985319373)","(-3.365698825669843, -7.823544190252827, 4.480522584086504)","30","1674","13500","1894","13500","2126","13500"
"(6.847631825724908, -3.116108950640111, -2.002158728592441)","(-7.904883078822682, 5.770241516729497, 4.270246360901788)","31","988","13500","1292","13500","1264","13500"
"(3.9865601226955723, -3.0741490528970163, -4.832637220059177)","(1.3517585394059228, -9.1219650648347, 3.6823641932717632)","32","7112","13500","6969","13500","6805","13500"
"(-4.168472035652406, 7.5436496450903405, -0.5164567657273467)","(-9.617107958140203, -7.309157826802306, 4.157793979823828)","33","6813","13500","6829","13500","6860","13500"
"(-7.130664999984266, 3.512218953469125, -5.583614013534945)","(4.179987195263603, -4.183435235616068, 3.614381766035873)","34","244","13500","280","13500","204","13500"
"(7.538427135433331, -3.5572143126707263, -0.26483482537195546)","(8.253356046670937, -9.898966991838146, 3.8605154018150443)","35","1666","13500","1876","13500","2072","13500"
"(1.9288772655422912, 1.5217637197923253, -6.739166923455718)","(-2.8799191263313535, -8.725965841587369, 4.178227225866321)","36","1535","13500","1718","13500","1894","13500"
"(-4.401939293279974, -3.2679352541805873, -1.9376303031813007)","(-3.760493654473633, -8.242070700424623, 4.014630073607101)","37","1472","13500","1721","13500","1892","13500"
"(-6.571860637992528, -3.001285279708493, -2.4189645938547493)","(-1.236006979567179, -4.918408248041544, 4.105303056705809)","38","1037","13500","1260","13500","1328","13500"
"(0.12893833267327193, -4.517038390272907, -4.97294839023136)","(-0.4656256141433772, -3.427795875927524, 4.128710261159359)","39","6952","13500","7002","13500","7027","13500"
"(-5.395484737831286, -0.983130424414826, -6.687400367838399)","(-4.636459920255181, 0.879777685208305, 4.4115666235036715)","40","6824","13500","6885","13500","6982","13500"
"(1.1052486235353642, -4.848005335584978, 4.444566494630194)","(6.715481192778075, -5.496626668472939, 3.749176582170214)","41","1044","13500","1180","13500","1140","13500"
"(3.4396532893962966, 2.4244648831845432, -5.01800325658646)","(4.6253825225794785, 3.241475704745687, 3.8161137388201345)","42","454","13500","507","13500","403","13500"
"(-2.9673084148083073, -2.7534207120463443, -0.706528322977137)","(-7.295196867765608, -6.401732771415414, 3.8698371015791455)","43","1230","13500","1351","13500","1447","13500"
"(3.5506751406943238, -7.856406429458245, 2.0724666779936665)","(3.1898686816835813, 7.275084177104713, 4.346027994595675)","44","744","13500","815","13500","801","13500"
"(-2.396204146370333, -5.998435359160176, -4.998623697255808)","(1.1665571546012643, 8.267833275315375, 4.173114274965431)","45","367","13500","408","13500","504","13500"
"(1.988088481074339, -0.952243420387878, -3.404987244985684)","(9.953863468920868, -2.373172232569898, 3.504634155967552)","46","7184","13500","7049","13500","6962","13500"
"(-6.728913003593054, 5.7217519132626125, -0.6690269690352655)","(-4.638855214223117, 9.017697951962987, 4.433586136875334)","47","912","13500","1078","13500","1193","13500"
"(0.898412621413605, 2.858927126961118, 3.3694271431239726)","(-3.342141091313138, -5.630726049638435, 3.73650780111009)","48","7187","13500","7290","13500","7229","13500"
"(-4.532234703677105, -4.274810399777949, -3.875725349182983)","(1.2854542050944335, 9.187804568807472, 4.278167547669827)","49","865","13500","902","13500","886","13500"
"(-2.5689769316463194, -1.8983472453072585, 3.400960267325491)","(4.420409550028877, 6.339428635077837, 3.507587100931773)","50","6930","13500","6833","13500","6727","13500"
"(5.343718990507927, 4.225982487874972, 4.675760951571134)","(3.7608976931931615, -0.4286749518482651, 3.527434893715424)","51","80","13500","40","13500","0","13500"
"(-2.551777030060732, -4.409473516507138, -3.335118150104721)","(2.255465115045981, -2.3409749124123884, 3.9759224218217972)","52","6872","13500","7017","13500","6905","13500"
"(-6.178923654135948, -4.760036193191251, -5.410807156738262)","(8.993977697098511, 8.409205411107877, 3.9811679532170974)","53","786","13500","852","13500","787","13500"
"(-0.7298002025690966, 0.7884321084844347, -0.6280373581218569)","(2.4081697361903878, -5.016575360843909, 4.187585237315533)","54","7065","13500","7077","13500","6838","13500"
"(2.558836675421778, 5.575561955404615, 2.3323944563487964)","(2.3760611879398432, 0.7062206905749697, 4.23896173543061)","55","164","13500","148","13500","64","13500"
"(7.526430818374149, -2.017762338198632, 5.175810339407134)","(3.1078893011499513, 4.725685474957995, 3.7762756750165543)","56","148","13500","126","13500","50","13500"
"(-4.340247971586856, -6.098349014648726, -5.45622649731017)","(-3.085408520301227, 3.7565606075975406, 3.976611517346405)","57","420","13500","436","13500","382","13500"
"(5.531731081428806, 0.2870394583279482, -3.170146934158759)","(-8.108136962700938, -6.317688772333696, 4.33873285840947)","58","1326","13500","1438","13500","1617","13500"
"(3.9256796177101525, 3.6998712352720458, -3.0900044778897793)","(-1.795877310233271, 9.422404286696526, 4.405996996954238)","59","7152","13500","7193","13500","7153","13500"
"(-2.169395880745919, 7.5508524539653, -3.717223424236534)","(0.24323803009268907, -6.874228916716378, 4.24742490188323)","60","917","13500","1096","13500","1019","13500"
"(-6.669714278343257, -5.147443185028839, 4.137635234651696)","(-8.430180257973841, -2.0140469957812908, 4.235348624313792)","61","1232","13500","1438","13500","1630","13500"
"(-0.3593168231009633, -2.1117351165304554, -2.756108902846217)","(-1.8782340680728904, 1.4613848889895227, 4.343762312734049)","62","717","13500","770","13500","698","13500"
"(0.9983936769481018, 4.188023832441788, -5.9331456363477955)","(0.8944912321349978, -6.776488809453928, 3.887547488457294)","63","1158","13500","1266","13500","1206","13500"
"(2.214994253682965, -6.894913418212955, 4.758359046752466)","(1.1738589158380108, -2.5838588695142573, 4.440114651140596)","64","189","13500","242","13500","116","13500"
"(-2.658319675750278, -0.6584675782558327, -2.7431885267559846)","(2.431658445736012, -4.567490516161101, 4.238378174842468)","65","6672","13500","6621","13500","6540","13500"
"(-6.115545061618803, -7.705430834184344, -0.6220594474800761)","(7.8444120516866676, -2.6359598241399285, 3.6573003062135934)","66","6713","13500","6809","13500","6763","13500"
"(3.6172075804508106, -1.9284195561088269, 5.555689450608144)","(-6.548188677428666, -0.19032549890035888, 3.5175694382538767)","67","6829","13500","6951","13500","6955","13500"
"(-9.15488421523017, 0.2200324094763304, 2.670522675374402)","(5.714040628321273, 8.26094993874144, 4.418820286217649)","68","1302","13500","1366","13500","1480","13500"
"(0.6137958704382189, 5.425851817261803, 0.6869058196054374)","(-6.51011885452384, -7.481604965018793, 3.794739192743144)","69","7295","13500","7487","13500","7444","13500"
"(1.8319902089796716, -1.7052093525364755, -1.5357432780633788)","(-3.9924181152346927, 7.510980653555592, 3.7418052192222016)","70","1383","13500","1544","13500","1648","13500"
"(1.5562306000284276, 3.024132658533559, 3.661586103212843)","(-0.7385679794324034, -6.539530438463801, 4.284811834925752)","71","7111","13500","7184","13500","7205","13500"
"(-6.1074620301655465, 5.384039657771404, -2.225649245224208)","(-2.608510581490675, -6.922625923425592, 3.971388620225418)","72","5418","13500","5598","13500","5587","13500"
"(-2.8693186242377386, 3.908148411239099, 6.447553912002863)","(-6.143798646105374, -1.6029871965117515, 3.77795706478234)","73","1556","13500","1730","13500","1768","13500"
"(-3.0254363994984104, 2.2450791278158357, 6.143327369483291)","(0.8544434777428229, 4.255347460313017, 3.7262914176120185)","74","136","13500","46","13500","6","13500"
"(-5.458497976646368, 1.9668922250151184, -6.075598564484432)","(-8.918431896435788, -2.208767649326047, 4.433799571234449)","75","7243","13500","7225","13500","7183","13500"
"(1.8746483443977506, -4.918359592579003, -5.153505125723421)","(9.712029704918773, 9.307277045929784, 4.370109835098039)","76","7029","13500","6952","13500","6981","13500"
"(2.439241459895718, -1.0479850240226736, -8.979891784871686)","(-5.966228557046442, -7.645022694606578, 4.358305265022214)","77","7170","13500","7182","13500","6935","13500"
"(-5.222878892836496, 3.6453173981381193, -4.7705449483482045)","(-5.032838059471385, -8.291748530973367, 4.3869919376089825)","78","6959","13500","6873","13500","6700","13500"
"(-6.47940518306738, -4.236610566236078, 0.7683351361269996)","(-7.82483442691386, 4.134181541913014, 3.880527385212646)","79","1450","13500","1603","13500","1802","13500"
"(-2.9370830024468453, -4.841258132022557, -4.13134185227759)","(6.040439892028971, 0.973553096817179, 3.5140698438190956)","80","294","13500","330","13500","196","13500"
"(-2.3663116097696633, -4.855499659383513, 1.9920107402669622)","(3.701387712409323, -7.251501600742678, 3.7350101289391846)","81","1393","13500","1601","13500","1777","13500"
"(-2.6554273437321587, 8.604888570531829, 2.537614705213776)","(0.754765294150932, -9.150595050904665, 4.008176571132182)","82","1576","13500","1908","13500","2016","13500"
"(4.950050236685688, -8.021202942232057, 0.2997741256000333)","(6.285766477652878, 1.8889358463078914, 4.407003270314806)","83","621","13500","567","13500","563","13500"
"(-4.084843741486609, -3.737834534080842, 5.388072062900191)","(-2.506641153953675, -5.2024956197613985, 3.8961280924068586)","84","987","13500","1104","13500","958","13500"
"(2.7022073337770247, 1.4669450534672248, 2.368918032019529)","(-5.320569318247525, -6.475127062204049, 3.5226105324764565)","85","7249","13500","7360","13500","7318","13500"
"(-0.3252592708970592, 4.932671097600122, 6.969504147283133)","(-9.93821168899215, -9.70079963475144, 4.209934587817141)","86","7218","13500","7119","13500","7100","13500"
"(4.957041136462486, 1.121830218484448, -3.075537364565216)","(-4.796921784516219, -6.198583012473325, 3.9577741666058315)","87","1358","13500","1548","13500","1615","13500"
"(-2.1633274817411947, 6.364818529028748, -4.9859713758133735)","(5.626262869068315, 0.23992608330854637, 3.842386945621137)","88","228","13500","206","13500","128","13500"
"(-1.8400731012816351, 6.390246923942479, 6.937635436333114)","(2.1580547201887654, 2.5245118516402485, 3.6117392282117287)","89","48","13500","0","13500","0","13500"
"(2.3937359541046326, -1.7120252930993696, -5.05220751953877)","(2.1774520632957035, -0.8110069037103713, 3.6615872998316745)","90","224","13500","116","13500","30","13500"
"(-0.4504382167149993, 8.124824787338, -4.092849891229395)","(7.892513869349958, -7.457278776211231, 4.3351821499647825)","91","1338","13500","1502","13500","1806","13500"
"(-1.819257909626675, -1.1955206008300214, 2.956331873988274)","(7.51918900289127, -2.3867986983196214, 4.385700405852607)","92","6799","13500","6849","13500","6831","13500"
"(-3.4532614486999793, -2.891892725175883, 1.857631909826914)","(-5.4121256059850475, 6.738434705814861, 3.6136158029208403)","93","6993","13500","6870","13500","6883","13500"
"(-2.0681371667599993, -1.291636366362397, -0.14161278068545158)","(-7.863635827591322, 9.387617521625195, 3.6452585970797706)","94","7081","13500","7062","13500","7030","13500"
"(-5.557111642298841, 1.267535343152038, 3.647424212634726)","(-0.49848336551427685, -9.198509190171187, 3.762486028795368)","95","6979","13500","7153","13500","7000","13500"
"(-2.61306248718091, 4.639212355850336, -4.893563723863182)","(3.5047210502681168, 0.4605123046644053, 3.858019617659242)","96","120","13500","68","13500","24","13500"
"(-0.881598016467437, 2.041943869947487, 0.03471882691823845)","(-0.40799668695955305, -4.066009588196224, 3.5103370608640647)","97","7116","13500","7140","13500","6701","13500"
"(-0.3867474477179286, -8.176602602762294, 1.4417058544771313)","(-9.13836167924802, 4.75969074092761, 4.074009275431829)","98","6837","13500","6823","13500","6742","13500"
"(-3.936245090106337, -6.3731961312399354, -5.419640087611273)","(-8.411712473068793, 6.918676208391027, 3.8461565255620287)","99","6823","13500","6866","13500","6825","13500"
"(3.051924711775824, -6.276447172511237, -0.09037163146027993)","(-8.886064716667534, 7.797749161418274, 3.5432018002900447)","100","1062","13500","1304","13500","1421","13500"
1 dipole_mom dipole_loc dipole_freq low_success low_count medium_success medium_count high_success high_count
2 (-8.394403299734375, -2.741796202195128, -4.607934528693184) (0.6990690716183998, -8.96155114863804, 3.798412465313307) 1 2937 13500 2899 13500 2682 13500
3 (1.859825234524071, -4.631346659179552, -5.493691917527049) (4.345196905355175, 9.376641059442004, 4.21787361713405) 2 594 13500 534 13500 542 13500
4 (-3.9422518774752704, -4.20151424266108, -5.609282080482728) (-7.511885166861076, 6.185469949366215, 4.18551101584637) 3 6879 13500 6986 13500 7058 13500
5 (-3.6651359764720888, 4.361287683238619, -0.4977129832528774) (1.1222657169816141, 6.729626399116107, 4.4190410710812715) 4 914 13500 896 13500 816 13500
6 (5.4983834576655415, -5.149555721727474, -2.9059322478486402) (1.9839470252872733, 1.4497555695501845, 4.341665613269578) 5 64 13500 58 13500 6 13500
7 (-2.6694049149389856, -8.996704004458167, -1.886496379233655) (-3.3167277852261234, -0.20349702062781816, 3.612093006422956) 6 234 13500 310 13500 208 13500
8 (-6.254663819409533, -5.17685615774952, -1.5795535534851701) (6.579193043996991, 3.2559058012111706, 3.945482294020141) 7 184 13500 232 13500 206 13500
9 (-2.3965267421857805, -0.1426781261324307, 2.726095696980245) (9.812730489596689, 5.655333946553924, 3.811001888246572) 8 7126 13500 7171 13500 7207 13500
10 (1.6355032955738602, 3.06789745500179, -1.2813116242722953) (-6.170953785796478, -6.01469707093945, 4.291160187272589) 9 2248 13500 2600 13500 3060 13500
11 (4.701041346434566, -4.598509019375965, -0.9430843236669983) (5.696471338191589, 7.49904919567571, 4.493589702763421) 10 1004 13500 1100 13500 1298 13500
12 (-4.723993570264787, 1.13293746497593, 8.520960982794042) (6.961487895455377, 8.015424617689195, 3.5854967593904394) 11 1138 13500 1213 13500 1454 13500
13 (-5.760613247404216, 7.081750697436045, -0.9919946387539863) (-4.937652187684451, -1.5061643772297089, 4.31540612670304) 12 862 13500 946 13500 936 13500
14 (3.528819362420093, -2.392856476308712, -7.4342903162298075) (-4.099422078022544, -9.325040195505101, 4.116705744539639) 13 6860 13500 6791 13500 6743 13500
15 (-0.9100683062008937, -5.783785114000128, 7.174017658154602) (-0.8802975115483811, -8.671075713094933, 4.469813699926449) 14 944 13500 1036 13500 1026 13500
16 (-5.383065244258856, 4.520588452647939, -5.935042401267746) (-0.9939953179241243, 0.13066179695765712, 4.4279335798663375) 15 84 13500 68 13500 16 13500
17 (-2.6540804654577674, 2.546919220535922, 5.375707698483995) (5.113886482738877, -8.262301262617369, 3.782907179152329) 16 7287 13500 7523 13500 7558 13500
18 (4.222005887886027, 7.538188681602292, 4.203854740545428) (6.161028049055869, -3.830321784906346, 4.415709125389534) 17 7067 13500 7176 13500 7102 13500
19 (-3.15644606460527, -5.329707083106276, 2.704961488260325) (7.814569971693082, -0.038088373454183255, 3.8303790864319467) 18 6935 13500 7067 13500 6915 13500
20 (-7.277680598922026, -2.8253329583318503, -1.148288512550368) (6.64211537129362, -2.8241872160777515, 4.179539167210859) 19 770 13500 650 13500 638 13500
21 (3.1745827237839337, 5.518221007264731, -7.056298214409336) (1.5880359702992592, -1.2346860578604417, 4.436949897452313) 20 100 13500 82 13500 46 13500
22 (-3.9837603828381702, -3.846190531568091, -3.5593740442996795) (3.2092960126960115, 4.456520065762797, 4.203158185013188) 21 203 13500 216 13500 128 13500
23 (-5.291919196376568, -4.249710093481788, -5.41303840771628) (-2.333790415760671, 7.360548507835652, 3.5111631503401046) 22 564 13500 546 13500 531 13500
24 (1.2458153060249753, 7.285596076781913, -4.53422433697739) (-8.15438321990017, -5.813953704541877, 4.418252724499716) 23 1664 13500 1980 13500 2186 13500
25 (-2.76355115227314, 6.775125299326909, -6.640665328863606) (5.690574170252958, -1.258691301412897, 3.752101613890688) 24 158 13500 88 13500 22 13500
26 (1.8897283340066036, 5.156980917794623, 7.678890379129224) (-3.928088425987828, -3.497894081082964, 4.00856554264863) 25 6943 13500 6914 13500 7039 13500
27 (2.996793991100871, -2.8556774859407885, -2.682394270029828) (-4.392126208256959, -6.247175829109802, 3.78844055203133) 26 6793 13500 6902 13500 6959 13500
28 (-5.873978570478022, -0.10810489863611472, 0.4098010277826613) (-4.853374215182544, -0.3392936906512656, 3.7593793553619723) 27 768 13500 660 13500 792 13500
29 (-1.2295157619602355, -0.9533043498271472, -5.013711684351103) (4.966969478507568, -6.419739155898332, 4.478955364511799) 28 1376 13500 1502 13500 1602 13500
30 (3.3280216682561172, -4.776470388412108, 5.933408931329477) (5.225791261735759, -8.039947873883346, 4.330950095994171) 29 1092 13500 1308 13500 1242 13500
31 (-1.1524820483113067, 3.3676199968222007, -6.447244985319373) (-3.365698825669843, -7.823544190252827, 4.480522584086504) 30 1674 13500 1894 13500 2126 13500
32 (6.847631825724908, -3.116108950640111, -2.002158728592441) (-7.904883078822682, 5.770241516729497, 4.270246360901788) 31 988 13500 1292 13500 1264 13500
33 (3.9865601226955723, -3.0741490528970163, -4.832637220059177) (1.3517585394059228, -9.1219650648347, 3.6823641932717632) 32 7112 13500 6969 13500 6805 13500
34 (-4.168472035652406, 7.5436496450903405, -0.5164567657273467) (-9.617107958140203, -7.309157826802306, 4.157793979823828) 33 6813 13500 6829 13500 6860 13500
35 (-7.130664999984266, 3.512218953469125, -5.583614013534945) (4.179987195263603, -4.183435235616068, 3.614381766035873) 34 244 13500 280 13500 204 13500
36 (7.538427135433331, -3.5572143126707263, -0.26483482537195546) (8.253356046670937, -9.898966991838146, 3.8605154018150443) 35 1666 13500 1876 13500 2072 13500
37 (1.9288772655422912, 1.5217637197923253, -6.739166923455718) (-2.8799191263313535, -8.725965841587369, 4.178227225866321) 36 1535 13500 1718 13500 1894 13500
38 (-4.401939293279974, -3.2679352541805873, -1.9376303031813007) (-3.760493654473633, -8.242070700424623, 4.014630073607101) 37 1472 13500 1721 13500 1892 13500
39 (-6.571860637992528, -3.001285279708493, -2.4189645938547493) (-1.236006979567179, -4.918408248041544, 4.105303056705809) 38 1037 13500 1260 13500 1328 13500
40 (0.12893833267327193, -4.517038390272907, -4.97294839023136) (-0.4656256141433772, -3.427795875927524, 4.128710261159359) 39 6952 13500 7002 13500 7027 13500
41 (-5.395484737831286, -0.983130424414826, -6.687400367838399) (-4.636459920255181, 0.879777685208305, 4.4115666235036715) 40 6824 13500 6885 13500 6982 13500
42 (1.1052486235353642, -4.848005335584978, 4.444566494630194) (6.715481192778075, -5.496626668472939, 3.749176582170214) 41 1044 13500 1180 13500 1140 13500
43 (3.4396532893962966, 2.4244648831845432, -5.01800325658646) (4.6253825225794785, 3.241475704745687, 3.8161137388201345) 42 454 13500 507 13500 403 13500
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47 (1.988088481074339, -0.952243420387878, -3.404987244985684) (9.953863468920868, -2.373172232569898, 3.504634155967552) 46 7184 13500 7049 13500 6962 13500
48 (-6.728913003593054, 5.7217519132626125, -0.6690269690352655) (-4.638855214223117, 9.017697951962987, 4.433586136875334) 47 912 13500 1078 13500 1193 13500
49 (0.898412621413605, 2.858927126961118, 3.3694271431239726) (-3.342141091313138, -5.630726049638435, 3.73650780111009) 48 7187 13500 7290 13500 7229 13500
50 (-4.532234703677105, -4.274810399777949, -3.875725349182983) (1.2854542050944335, 9.187804568807472, 4.278167547669827) 49 865 13500 902 13500 886 13500
51 (-2.5689769316463194, -1.8983472453072585, 3.400960267325491) (4.420409550028877, 6.339428635077837, 3.507587100931773) 50 6930 13500 6833 13500 6727 13500
52 (5.343718990507927, 4.225982487874972, 4.675760951571134) (3.7608976931931615, -0.4286749518482651, 3.527434893715424) 51 80 13500 40 13500 0 13500
53 (-2.551777030060732, -4.409473516507138, -3.335118150104721) (2.255465115045981, -2.3409749124123884, 3.9759224218217972) 52 6872 13500 7017 13500 6905 13500
54 (-6.178923654135948, -4.760036193191251, -5.410807156738262) (8.993977697098511, 8.409205411107877, 3.9811679532170974) 53 786 13500 852 13500 787 13500
55 (-0.7298002025690966, 0.7884321084844347, -0.6280373581218569) (2.4081697361903878, -5.016575360843909, 4.187585237315533) 54 7065 13500 7077 13500 6838 13500
56 (2.558836675421778, 5.575561955404615, 2.3323944563487964) (2.3760611879398432, 0.7062206905749697, 4.23896173543061) 55 164 13500 148 13500 64 13500
57 (7.526430818374149, -2.017762338198632, 5.175810339407134) (3.1078893011499513, 4.725685474957995, 3.7762756750165543) 56 148 13500 126 13500 50 13500
58 (-4.340247971586856, -6.098349014648726, -5.45622649731017) (-3.085408520301227, 3.7565606075975406, 3.976611517346405) 57 420 13500 436 13500 382 13500
59 (5.531731081428806, 0.2870394583279482, -3.170146934158759) (-8.108136962700938, -6.317688772333696, 4.33873285840947) 58 1326 13500 1438 13500 1617 13500
60 (3.9256796177101525, 3.6998712352720458, -3.0900044778897793) (-1.795877310233271, 9.422404286696526, 4.405996996954238) 59 7152 13500 7193 13500 7153 13500
61 (-2.169395880745919, 7.5508524539653, -3.717223424236534) (0.24323803009268907, -6.874228916716378, 4.24742490188323) 60 917 13500 1096 13500 1019 13500
62 (-6.669714278343257, -5.147443185028839, 4.137635234651696) (-8.430180257973841, -2.0140469957812908, 4.235348624313792) 61 1232 13500 1438 13500 1630 13500
63 (-0.3593168231009633, -2.1117351165304554, -2.756108902846217) (-1.8782340680728904, 1.4613848889895227, 4.343762312734049) 62 717 13500 770 13500 698 13500
64 (0.9983936769481018, 4.188023832441788, -5.9331456363477955) (0.8944912321349978, -6.776488809453928, 3.887547488457294) 63 1158 13500 1266 13500 1206 13500
65 (2.214994253682965, -6.894913418212955, 4.758359046752466) (1.1738589158380108, -2.5838588695142573, 4.440114651140596) 64 189 13500 242 13500 116 13500
66 (-2.658319675750278, -0.6584675782558327, -2.7431885267559846) (2.431658445736012, -4.567490516161101, 4.238378174842468) 65 6672 13500 6621 13500 6540 13500
67 (-6.115545061618803, -7.705430834184344, -0.6220594474800761) (7.8444120516866676, -2.6359598241399285, 3.6573003062135934) 66 6713 13500 6809 13500 6763 13500
68 (3.6172075804508106, -1.9284195561088269, 5.555689450608144) (-6.548188677428666, -0.19032549890035888, 3.5175694382538767) 67 6829 13500 6951 13500 6955 13500
69 (-9.15488421523017, 0.2200324094763304, 2.670522675374402) (5.714040628321273, 8.26094993874144, 4.418820286217649) 68 1302 13500 1366 13500 1480 13500
70 (0.6137958704382189, 5.425851817261803, 0.6869058196054374) (-6.51011885452384, -7.481604965018793, 3.794739192743144) 69 7295 13500 7487 13500 7444 13500
71 (1.8319902089796716, -1.7052093525364755, -1.5357432780633788) (-3.9924181152346927, 7.510980653555592, 3.7418052192222016) 70 1383 13500 1544 13500 1648 13500
72 (1.5562306000284276, 3.024132658533559, 3.661586103212843) (-0.7385679794324034, -6.539530438463801, 4.284811834925752) 71 7111 13500 7184 13500 7205 13500
73 (-6.1074620301655465, 5.384039657771404, -2.225649245224208) (-2.608510581490675, -6.922625923425592, 3.971388620225418) 72 5418 13500 5598 13500 5587 13500
74 (-2.8693186242377386, 3.908148411239099, 6.447553912002863) (-6.143798646105374, -1.6029871965117515, 3.77795706478234) 73 1556 13500 1730 13500 1768 13500
75 (-3.0254363994984104, 2.2450791278158357, 6.143327369483291) (0.8544434777428229, 4.255347460313017, 3.7262914176120185) 74 136 13500 46 13500 6 13500
76 (-5.458497976646368, 1.9668922250151184, -6.075598564484432) (-8.918431896435788, -2.208767649326047, 4.433799571234449) 75 7243 13500 7225 13500 7183 13500
77 (1.8746483443977506, -4.918359592579003, -5.153505125723421) (9.712029704918773, 9.307277045929784, 4.370109835098039) 76 7029 13500 6952 13500 6981 13500
78 (2.439241459895718, -1.0479850240226736, -8.979891784871686) (-5.966228557046442, -7.645022694606578, 4.358305265022214) 77 7170 13500 7182 13500 6935 13500
79 (-5.222878892836496, 3.6453173981381193, -4.7705449483482045) (-5.032838059471385, -8.291748530973367, 4.3869919376089825) 78 6959 13500 6873 13500 6700 13500
80 (-6.47940518306738, -4.236610566236078, 0.7683351361269996) (-7.82483442691386, 4.134181541913014, 3.880527385212646) 79 1450 13500 1603 13500 1802 13500
81 (-2.9370830024468453, -4.841258132022557, -4.13134185227759) (6.040439892028971, 0.973553096817179, 3.5140698438190956) 80 294 13500 330 13500 196 13500
82 (-2.3663116097696633, -4.855499659383513, 1.9920107402669622) (3.701387712409323, -7.251501600742678, 3.7350101289391846) 81 1393 13500 1601 13500 1777 13500
83 (-2.6554273437321587, 8.604888570531829, 2.537614705213776) (0.754765294150932, -9.150595050904665, 4.008176571132182) 82 1576 13500 1908 13500 2016 13500
84 (4.950050236685688, -8.021202942232057, 0.2997741256000333) (6.285766477652878, 1.8889358463078914, 4.407003270314806) 83 621 13500 567 13500 563 13500
85 (-4.084843741486609, -3.737834534080842, 5.388072062900191) (-2.506641153953675, -5.2024956197613985, 3.8961280924068586) 84 987 13500 1104 13500 958 13500
86 (2.7022073337770247, 1.4669450534672248, 2.368918032019529) (-5.320569318247525, -6.475127062204049, 3.5226105324764565) 85 7249 13500 7360 13500 7318 13500
87 (-0.3252592708970592, 4.932671097600122, 6.969504147283133) (-9.93821168899215, -9.70079963475144, 4.209934587817141) 86 7218 13500 7119 13500 7100 13500
88 (4.957041136462486, 1.121830218484448, -3.075537364565216) (-4.796921784516219, -6.198583012473325, 3.9577741666058315) 87 1358 13500 1548 13500 1615 13500
89 (-2.1633274817411947, 6.364818529028748, -4.9859713758133735) (5.626262869068315, 0.23992608330854637, 3.842386945621137) 88 228 13500 206 13500 128 13500
90 (-1.8400731012816351, 6.390246923942479, 6.937635436333114) (2.1580547201887654, 2.5245118516402485, 3.6117392282117287) 89 48 13500 0 13500 0 13500
91 (2.3937359541046326, -1.7120252930993696, -5.05220751953877) (2.1774520632957035, -0.8110069037103713, 3.6615872998316745) 90 224 13500 116 13500 30 13500
92 (-0.4504382167149993, 8.124824787338, -4.092849891229395) (7.892513869349958, -7.457278776211231, 4.3351821499647825) 91 1338 13500 1502 13500 1806 13500
93 (-1.819257909626675, -1.1955206008300214, 2.956331873988274) (7.51918900289127, -2.3867986983196214, 4.385700405852607) 92 6799 13500 6849 13500 6831 13500
94 (-3.4532614486999793, -2.891892725175883, 1.857631909826914) (-5.4121256059850475, 6.738434705814861, 3.6136158029208403) 93 6993 13500 6870 13500 6883 13500
95 (-2.0681371667599993, -1.291636366362397, -0.14161278068545158) (-7.863635827591322, 9.387617521625195, 3.6452585970797706) 94 7081 13500 7062 13500 7030 13500
96 (-5.557111642298841, 1.267535343152038, 3.647424212634726) (-0.49848336551427685, -9.198509190171187, 3.762486028795368) 95 6979 13500 7153 13500 7000 13500
97 (-2.61306248718091, 4.639212355850336, -4.893563723863182) (3.5047210502681168, 0.4605123046644053, 3.858019617659242) 96 120 13500 68 13500 24 13500
98 (-0.881598016467437, 2.041943869947487, 0.03471882691823845) (-0.40799668695955305, -4.066009588196224, 3.5103370608640647) 97 7116 13500 7140 13500 6701 13500
99 (-0.3867474477179286, -8.176602602762294, 1.4417058544771313) (-9.13836167924802, 4.75969074092761, 4.074009275431829) 98 6837 13500 6823 13500 6742 13500
100 (-3.936245090106337, -6.3731961312399354, -5.419640087611273) (-8.411712473068793, 6.918676208391027, 3.8461565255620287) 99 6823 13500 6866 13500 6825 13500
101 (3.051924711775824, -6.276447172511237, -0.09037163146027993) (-8.886064716667534, 7.797749161418274, 3.5432018002900447) 100 1062 13500 1304 13500 1421 13500

View File

@ -1,4 +1,4 @@
from pdme.measurement.dot_measure import DotMeasurement
from pdme.measurement.oscillating_dipole import OscillatingDipole, OscillatingDipoleArrangement
__all__ = ['DotMeasurement', 'OscillatingDipole', 'OscillatingDipoleArrangement']
__all__ = ['DotMeasurement', 'DotRangeMeasurement', 'OscillatingDipole', 'OscillatingDipoleArrangement']

View File

@ -23,3 +23,28 @@ class DotMeasurement():
def __post_init__(self) -> None:
self.r = numpy.array(self.r)
@dataclass
class DotRangeMeasurement():
'''
Representation of a dot measuring oscillating dipoles.
Parameters
----------
v_low : float
The lower range of voltage measured at the dot.
v_high : float
The upper range of voltage measured at the dot.
r : numpy.ndarray
The position of the dot.
f : float
The measurement frequency.
'''
v_low: float
v_high: float
r: numpy.ndarray
f: float
def __post_init__(self) -> None:
self.r = numpy.array(self.r)

View File

@ -2,7 +2,7 @@ from dataclasses import dataclass
import numpy
import numpy.typing
from typing import Sequence, List, Tuple
from pdme.measurement.dot_measure import DotMeasurement
from pdme.measurement.dot_measure import DotMeasurement, DotRangeMeasurement
DotInput = Tuple[numpy.typing.ArrayLike, float]
@ -11,7 +11,7 @@ DotInput = Tuple[numpy.typing.ArrayLike, float]
@dataclass
class OscillatingDipole():
'''
Representation of an oscilltaing dipole, either known or guessed.
Representation of an oscillating dipole, either known or guessed.
Parameters
----------
@ -54,6 +54,16 @@ class OscillatingDipole():
return (1 / numpy.pi) * (self.w / (f**2 + self.w**2))
def dot_inputs_to_array(dot_inputs: Sequence[DotInput]) -> numpy.ndarray:
return numpy.array([numpy.append(numpy.array(input[0]), input[1]) for input in dot_inputs])
def dot_range_measurements_low_high_arrays(dot_range_measurements: Sequence[DotRangeMeasurement]) -> Tuple[numpy.ndarray, numpy.ndarray]:
lows = [measurement.v_low for measurement in dot_range_measurements]
highs = [measurement.v_high for measurement in dot_range_measurements]
return (numpy.array(lows), numpy.array(highs))
class OscillatingDipoleArrangement():
'''
A collection of oscillating dipoles, which we are interested in being able to characterise.
@ -75,3 +85,14 @@ class OscillatingDipoleArrangement():
For a series of points, each with three coordinates and a frequency, return a list of the corresponding DotMeasurements.
'''
return [self.get_dot_measurement(dot_input) for dot_input in dot_inputs]
def get_percent_range_dot_measurement(self, dot_input: DotInput, low_percent: float, high_percent: float) -> DotRangeMeasurement:
r = numpy.array(dot_input[0])
f = dot_input[1]
return DotRangeMeasurement(low_percent * sum([dipole.s_at_position(r, f) for dipole in self.dipoles]), high_percent * sum([dipole.s_at_position(r, f) for dipole in self.dipoles]), r, f)
def get_percent_range_dot_measurements(self, dot_inputs: Sequence[DotInput], low_percent: float, high_percent: float) -> List[DotRangeMeasurement]:
'''
For a series of points, each with three coordinates and a frequency, and also a lower error range and upper error range, return a list of the corresponding DotRangeMeasurements.
'''
return [self.get_percent_range_dot_measurement(dot_input, low_percent, high_percent) for dot_input in dot_inputs]

View File

@ -62,6 +62,23 @@ class FixedMagnitudeModel(Model):
s_pts = numpy.array((self.rng.uniform(self.xmin, self.xmax), self.rng.uniform(self.ymin, self.ymax), self.rng.uniform(self.zmin, self.zmax)))
return OscillatingDipoleArrangement([OscillatingDipole(numpy.array([px, py, pz]), s_pts, frequency)])
def get_n_single_dipoles(self, n: int, max_frequency: float) -> numpy.ndarray:
# psw
theta = 2 * numpy.pi * self.rng.random(n)
phi = numpy.arccos(2 * self.rng.random(n) - 1)
px = self.pfixed * numpy.cos(theta) * numpy.sin(phi)
py = self.pfixed * numpy.sin(theta) * numpy.sin(phi)
pz = self.pfixed * numpy.cos(phi)
sx = self.rng.uniform(self.xmin, self.xmax, n)
sy = self.rng.uniform(self.ymin, self.ymax, n)
sz = self.rng.uniform(self.zmin, self.zmax, n)
w = self.rng.uniform(1, max_frequency, n)
return numpy.array([px, py, pz, sx, sy, sz, w]).T
def n(self) -> int:
return self._n
@ -173,6 +190,9 @@ class FixedMagnitudeDiscretisation(Discretisation):
]
)
def get_model(self) -> Model:
return self.model
def all_indices(self) -> numpy.ndindex:
# see https://github.com/numpy/numpy/issues/20706 for why this is a mypy problem.
return numpy.ndindex((self.num_ptheta, self.num_pphi, self.num_x, self.num_y, self.num_z)) # type:ignore

View File

@ -26,6 +26,9 @@ class Model():
def get_dipoles(self, frequency: float) -> OscillatingDipoleArrangement:
raise NotImplementedError
def get_n_single_dipoles(self, n: int, max_frequency: float) -> numpy.ndarray:
raise NotImplementedError
def solution_single_dipole(self, pt: numpy.ndarray) -> OscillatingDipole:
raise NotImplementedError
@ -111,3 +114,6 @@ class Discretisation():
def solve_for_index(self, dots: Sequence[DotMeasurement], index: Tuple) -> scipy.optimize.OptimizeResult:
raise NotImplementedError
def get_model(self) -> Model:
raise NotImplementedError

40
pdme/util/fast_v_calc.py Normal file
View File

@ -0,0 +1,40 @@
import numpy
import logging
_logger = logging.getLogger(__name__)
def fast_vs_for_dipoles(dot_inputs: numpy.ndarray, dipoles: numpy.ndarray) -> numpy.ndarray:
'''
No error correction here baby.
'''
ps = dipoles[:, 0:3]
ss = dipoles[:, 3:6]
ws = dipoles[:, 6]
_logger.debug(f"ps: {ps}")
_logger.debug(f"ss: {ss}")
_logger.debug(f"ws: {ws}")
rs = dot_inputs[:, 0:3]
fs = dot_inputs[:, 3]
diffses = rs - ss[:, None]
_logger.debug(f"diffses: {diffses}")
norms = numpy.linalg.norm(diffses, axis=2)**3
_logger.debug(f"norms: {norms}")
ases = (numpy.einsum('...ji, ...i', diffses, ps) / norms)**2
_logger.debug(f"ases: {ases}")
bses = (1 / numpy.pi) * (ws[:, None] / (fs**2 + ws[:, None]**2))
_logger.debug(f"bses: {bses}")
return ases * bses
def between(a: numpy.ndarray, low: numpy.ndarray, high: numpy.ndarray) -> numpy.ndarray:
'''
Intended specifically for the case where a is a list of arrays, and each array must be between the single array low and high, but without error checking.
'''
return numpy.all(numpy.logical_and(low < a, high > a), axis=1)

61
poetry.lock generated
View File

@ -73,20 +73,21 @@ python-versions = "*"
[[package]]
name = "mypy"
version = "0.910"
version = "0.940"
description = "Optional static typing for Python"
category = "dev"
optional = false
python-versions = ">=3.5"
python-versions = ">=3.6"
[package.dependencies]
mypy-extensions = ">=0.4.3,<0.5.0"
toml = "*"
typing-extensions = ">=3.7.4"
mypy-extensions = ">=0.4.3"
tomli = ">=1.1.0"
typing-extensions = ">=3.10"
[package.extras]
dmypy = ["psutil (>=4.0)"]
python2 = ["typed-ast (>=1.4.0,<1.5.0)"]
python2 = ["typed-ast (>=1.4.0,<2)"]
reports = ["lxml"]
[[package]]
name = "mypy-extensions"
@ -236,7 +237,7 @@ python-versions = ">=3.6"
[metadata]
lock-version = "1.1"
python-versions = "^3.8,<3.10"
content-hash = "d7d34b70affb4878da908bca2691f1ceb0fab0bcca21b1521bd5863d95eac66b"
content-hash = "217c54c8c4af464918c730a2f4eb65ab8d0e35a817807e052be02767864e58ea"
[metadata.files]
atomicwrites = [
@ -307,29 +308,29 @@ mccabe = [
{file = "mccabe-0.6.1.tar.gz", hash = "sha256:dd8d182285a0fe56bace7f45b5e7d1a6ebcbf524e8f3bd87eb0f125271b8831f"},
]
mypy = [
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{file = "mypy-0.910-cp35-cp35m-manylinux1_x86_64.whl", hash = "sha256:b94e4b785e304a04ea0828759172a15add27088520dc7e49ceade7834275bedb"},
{file = "mypy-0.910-cp35-cp35m-manylinux2010_x86_64.whl", hash = "sha256:088cd9c7904b4ad80bec811053272986611b84221835e079be5bcad029e79dd9"},
{file = "mypy-0.910-cp35-cp35m-win_amd64.whl", hash = "sha256:adaeee09bfde366d2c13fe6093a7df5df83c9a2ba98638c7d76b010694db760e"},
{file = "mypy-0.910-cp36-cp36m-macosx_10_9_x86_64.whl", hash = "sha256:ecd2c3fe726758037234c93df7e98deb257fd15c24c9180dacf1ef829da5f921"},
{file = "mypy-0.910-cp36-cp36m-manylinux1_x86_64.whl", hash = "sha256:d9dd839eb0dc1bbe866a288ba3c1afc33a202015d2ad83b31e875b5905a079b6"},
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mypy-extensions = [
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@ -1,6 +1,6 @@
[tool.poetry]
name = "pdme"
version = "0.5.0"
version = "0.5.4"
description = "Python dipole model evaluator"
authors = ["Deepak <dmallubhotla+github@gmail.com>"]
license = "GPL-3.0-only"
@ -15,7 +15,7 @@ scipy = "~1.5"
pytest = ">=6"
flake8 = "^3.8.4"
pytest-cov = "^3.0.0"
mypy = "^0.910"
mypy = "^0.940"
[build-system]
requires = ["poetry>=0.12"]

View File

@ -1,40 +0,0 @@
from pdme.model.fixed_z_plane_model import FixedZPlaneModel, FixedZPlaneDiscretisation
from pdme.measurement import OscillatingDipole, OscillatingDipoleArrangement
import itertools
import logging
import numpy
import multiprocessing
def get_a_result(discretisation, dots, index):
return (index, discretisation.solve_for_index(dots, index))
def main():
dipoles = OscillatingDipoleArrangement([OscillatingDipole((0, 0, 2), (1, 2, 4), 1)])
dot_inputs = list(itertools.chain.from_iterable(
(([1, 2, 0], f), ([1, 1, 0], f), ([2, 1, 0], f), ([2, 2, 0], f)) for f in numpy.arange(1, 10, 2)
))
dots = dipoles.get_dot_measurements(dot_inputs)
model = FixedZPlaneModel(4, -10, 10, -10, 10, 1)
discretisation = FixedZPlaneDiscretisation(model, 20, 20, 20, 10)
with multiprocessing.Pool(multiprocessing.cpu_count()-1 or 1) as pool:
results = pool.starmap(get_a_result, zip(itertools.repeat(discretisation), itertools.repeat(dots), discretisation.all_indices()))
count = 0
success = 0
for idx, result in results:
count += 1
if result.success and result.cost <= 1e-10:
answer = result.normalised_x
success += 1
else:
answer = None
logging.debug(f"{idx} : {discretisation.bounds(idx)}")
logging.debug(f"{idx} : {answer}\n")
logging.info(len(results))
logging.info(f"Out of {count} cells, {success} were successful")
if __name__ == "__main__":
logging.basicConfig(level=logging.INFO)
main()

View File

@ -1,40 +0,0 @@
from pdme.model.fixed_z_plane_model import FixedZPlaneModel, FixedZPlaneDiscretisation
from pdme.measurement import OscillatingDipole, OscillatingDipoleArrangement
import itertools
import logging
import numpy
import multiprocessing
def get_a_result(discretisation, dots, index):
return (index, discretisation.solve_for_index(dots, index))
def main():
dipoles = OscillatingDipoleArrangement([OscillatingDipole((.5, 0, 2), (1, 2, 3), 1)])
dot_inputs = list(itertools.chain.from_iterable(
(([1, 2, 0], f), ([1, 1, 0], f), ([2, 1, 0], f), ([2, 2, 0], f)) for f in numpy.arange(1, 10, 2)
))
dots = dipoles.get_dot_measurements(dot_inputs)
model = FixedZPlaneModel(4, -10, 10, -10, 10, 1)
discretisation = FixedZPlaneDiscretisation(model, 20, 20, 20, 10)
with multiprocessing.Pool(multiprocessing.cpu_count()-1 or 1) as pool:
results = pool.starmap(get_a_result, zip(itertools.repeat(discretisation), itertools.repeat(dots), discretisation.all_indices()))
count = 0
success = 0
for idx, result in results:
count += 1
if result.success and result.cost <= 1e-10:
answer = result.normalised_x
success += 1
else:
answer = None
logging.debug(f"{idx} : {discretisation.bounds(idx)}")
logging.debug(f"{idx} : {answer}\n")
logging.info(len(results))
logging.info(f"Out of {count} cells, {success} were successful")
if __name__ == "__main__":
logging.basicConfig(level=logging.INFO)
main()

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@ -1,41 +0,0 @@
from pdme.model.unrestricted_model import UnrestrictedModel, UnrestrictedDiscretisation
from pdme.measurement import OscillatingDipole, OscillatingDipoleArrangement
import itertools
import logging
import multiprocessing
import numpy
def get_a_result(discretisation, dots, index):
return (index, discretisation.solve_for_index(dots, index))
def main():
dipoles = OscillatingDipoleArrangement([OscillatingDipole((0, 0, 2), (1, 2, 4), 1)])
dot_inputs = list(itertools.chain.from_iterable(
(([1, 2, 0], f), ([1, 1, 0], f), ([2, 1, 0], f), ([2, 2, 0], f)) for f in numpy.arange(1, 10, 2)
))
dots = dipoles.get_dot_measurements(dot_inputs)
model = UnrestrictedModel(-10, 10, -10, 10, 0, 10, 1)
discretisation = UnrestrictedDiscretisation(model, 6, 6, 6, 5, 5, 5, 10)
with multiprocessing.Pool(multiprocessing.cpu_count()-1 or 1) as pool:
results = pool.starmap(get_a_result, zip(itertools.repeat(discretisation), itertools.repeat(dots), discretisation.all_indices()))
count = 0
success = 0
for idx, result in results:
count += 1
if result.success and result.cost <= 1e-10 and numpy.linalg.norm(result.x[0:3]) < 10:
answer = result.normalised_x
success += 1
else:
answer = None
logging.debug(f"{idx} : {discretisation.bounds(idx)}")
logging.debug(f"{idx} : {answer}\n")
logging.info(len(results))
logging.info(f"Out of {count} cells, {success} were successful")
if __name__ == "__main__":
logging.basicConfig(level=logging.INFO)
main()

View File

@ -1,41 +0,0 @@
from pdme.model.unrestricted_model import UnrestrictedModel, UnrestrictedDiscretisation
from pdme.measurement import OscillatingDipole, OscillatingDipoleArrangement
import itertools
import logging
import multiprocessing
import numpy
def get_a_result(discretisation, dots, index):
return (index, discretisation.solve_for_index(dots, index))
def main():
dipoles = OscillatingDipoleArrangement([OscillatingDipole((0, 0, 2), (1, 2, 4), 1)])
dot_inputs = list(itertools.chain.from_iterable(
(([1, 2, 0], f), ([1, 1, 0], f), ([2, 1, 0], f), ([2, 2, 0], f)) for f in numpy.arange(1, 10, 2)
))
dots = dipoles.get_dot_measurements(dot_inputs)
model = UnrestrictedModel(-10, 10, -10, 10, 3.5, 4.5, 1)
discretisation = UnrestrictedDiscretisation(model, 6, 6, 3, 5, 5, 5, 10)
with multiprocessing.Pool(multiprocessing.cpu_count()-1 or 1) as pool:
results = pool.starmap(get_a_result, zip(itertools.repeat(discretisation), itertools.repeat(dots), discretisation.all_indices()))
count = 0
success = 0
for idx, result in results:
count += 1
if result.success and result.cost <= 1e-10 and numpy.linalg.norm(result.x[0:3]) < 10:
answer = result.normalised_x
success += 1
else:
answer = None
logging.debug(f"{idx} : {discretisation.bounds(idx)}")
logging.debug(f"{idx} : {answer}\n")
logging.info(len(results))
logging.info(f"Out of {count} cells, {success} were successful")
if __name__ == "__main__":
logging.basicConfig(level=logging.INFO)
main()

View File

@ -1,41 +0,0 @@
from pdme.model.unrestricted_model import UnrestrictedModel, UnrestrictedDiscretisation
from pdme.measurement import OscillatingDipole, OscillatingDipoleArrangement
import itertools
import logging
import multiprocessing
import numpy
def get_a_result(discretisation, dots, index):
return (index, discretisation.solve_for_index(dots, index))
def main():
dipoles = OscillatingDipoleArrangement([OscillatingDipole((.5, 0, 2), (1, 2, 3), 1)])
dot_inputs = list(itertools.chain.from_iterable(
(([1, 2, 0], f), ([1, 1, 0], f), ([2, 1, 0], f), ([2, 2, 0], f)) for f in numpy.arange(1, 10, 2)
))
dots = dipoles.get_dot_measurements(dot_inputs)
model = UnrestrictedModel(-10, 10, -10, 10, 3.5, 4.5, 1)
discretisation = UnrestrictedDiscretisation(model, 6, 6, 3, 5, 5, 5, 10)
with multiprocessing.Pool(multiprocessing.cpu_count()-1 or 1) as pool:
results = pool.starmap(get_a_result, zip(itertools.repeat(discretisation), itertools.repeat(dots), discretisation.all_indices()))
count = 0
success = 0
for idx, result in results:
count += 1
if result.success and result.cost <= 1e-10 and numpy.linalg.norm(result.x[0:3]) < 10:
answer = result.normalised_x
success += 1
else:
answer = None
logging.debug(f"{idx} : {discretisation.bounds(idx)}")
logging.debug(f"{idx} : {answer}\n")
logging.info(len(results))
logging.info(f"Out of {count} cells, {success} were successful")
if __name__ == "__main__":
logging.basicConfig(level=logging.INFO)
main()

View File

@ -1,41 +0,0 @@
from pdme.model.unrestricted_model import UnrestrictedModel, UnrestrictedDiscretisation
from pdme.measurement import OscillatingDipole, OscillatingDipoleArrangement
import itertools
import logging
import multiprocessing
import numpy
def get_a_result(discretisation, dots, index):
return (index, discretisation.solve_for_index(dots, index))
def main():
dipoles = OscillatingDipoleArrangement([OscillatingDipole((.5, 0, 2), (1, 2, 3), 1)])
dot_inputs = list(itertools.chain.from_iterable(
(([1, 2, 0], f), ([1, 1, 0], f), ([2, 1, 0], f), ([2, 2, 0], f)) for f in numpy.arange(1, 10, 2)
))
dots = dipoles.get_dot_measurements(dot_inputs)
model = UnrestrictedModel(-10, 10, -10, 10, 0, 10, 1)
discretisation = UnrestrictedDiscretisation(model, 6, 6, 6, 5, 5, 5, 10)
with multiprocessing.Pool(multiprocessing.cpu_count()-1 or 1) as pool:
results = pool.starmap(get_a_result, zip(itertools.repeat(discretisation), itertools.repeat(dots), discretisation.all_indices()))
count = 0
success = 0
for idx, result in results:
count += 1
if result.success and result.cost <= 1e-10 and numpy.linalg.norm(result.x[0:3]) < 10:
answer = result.normalised_x
success += 1
else:
answer = None
logging.debug(f"{idx} : {discretisation.bounds(idx)}")
logging.debug(f"{idx} : {answer}\n")
logging.info(len(results))
logging.info(f"Out of {count} cells, {success} were successful")
if __name__ == "__main__":
logging.basicConfig(level=logging.INFO)
main()

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@ -1,29 +0,0 @@
#!/usr/bin/env bash
set -Eeuo pipefail
if [ -z "$(git status --porcelain)" ]; then
# Working directory clean
branch_name=$(git symbolic-ref -q HEAD)
branch_name=${branch_name##refs/heads/}
branch_name=${branch_name:-HEAD}
poetry version patch
version=`sed 's/version = "\([0-9]*.[0-9]*.[0-9]*\)"/\1/p' -n <pyproject.toml`
read -p "Create commit for version $version? " -n 1 -r
echo # (optional) move to a new line
if [[ $REPLY =~ ^[Yy]$ ]]
then
# do dangerous stuff
echo "Creating a new patch"
git add pyproject.toml
git commit -m "Created version $version"
git tag -a "$version" -m "patch.sh created version $version"
git push --tags
else
echo "Surrendering, clean up by reverting pyproject.toml..."
exit 2
fi
else
echo "Can't create patch version, working tree unclean..."
exit 1
fi

45
scripts/release.sh Normal file
View File

@ -0,0 +1,45 @@
#!/usr/bin/env bash
set -Eeuo pipefail
if [ -z "$(git status --porcelain)" ]; then
branch_name=$(git symbolic-ref -q HEAD)
branch_name=${branch_name##refs/heads/}
branch_name=${branch_name:-HEAD}
if [ $branch_name != "master" ]; then
echo "The current branch is not master!"
echo "I'd feel uncomfortable releasing from here..."
exit 3
fi
release_needed=false
if \
{ git log "$( git describe --tags --abbrev=0 )..HEAD" --format='%s' | cut -d: -f1 | sort -u | sed -e 's/([^)]*)//' | grep -q -i -E '^feat|fix|perf|refactor|revert$' ; } || \
{ git log "$( git describe --tags --abbrev=0 )..HEAD" --format='%s' | cut -d: -f1 | sort -u | sed -e 's/([^)]*)//' | grep -q -E '\!$' ; } || \
{ git log "$( git describe --tags --abbrev=0 )..HEAD" --format='%b' | grep -q -E '^BREAKING CHANGE:' ; }
then
release_needed=true
fi
if ! [ "$release_needed" = true ]; then
echo "No release needed..."
exit 0
fi
# Working directory clean
echo "Doing a dry run..."
npx standard-version --dry-run
read -p "Does that look good? [y/N] " -n 1 -r
echo # (optional) move to a new line
if [[ $REPLY =~ ^[Yy]$ ]]
then
# do dangerous stuff
npx standard-version
git push --follow-tags origin master
else
echo "okay, never mind then..."
exit 2
fi
else
echo "Can't create release, working tree unclean..."
exit 1
fi

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@ -0,0 +1,11 @@
const pattern = /(\[tool\.poetry\]\nname = "pdme"\nversion = ")(?<vers>\d+\.\d+\.\d)(")/mg;
module.exports.readVersion = function (contents) {
const result = pattern.exec(contents);
return result.groups.vers;
}
module.exports.writeVersion = function (contents, version) {
const newContents = contents.replace(pattern, `$1${version}$3`);
return newContents;
}

View File

@ -1,108 +0,0 @@
from pdme.model.fixed_dipole_model import FixedDipoleModel, FixedDipoleDiscretisation
from pdme.measurement import OscillatingDipole, OscillatingDipoleArrangement
import itertools
import logging
import multiprocessing
import numpy
import csv
import random
FILENAME = "z-band-fixed-dipole-middle-all-dots-square.csv"
csv_fields = ["dipole_mom", "dipole_loc", "dipole_freq", "low_success", "low_count", "medium_success", "medium_count", "high_success", "high_count"]
def get_pt():
return ((1, 1, 1), (random.uniform(-10, 10), random.uniform(-10, 10), random.uniform(3.5, 4.5)))
def get_a_result(discretisation, dots, index):
return (index, discretisation.solve_for_index(dots, index))
def main():
with open(FILENAME, "a", newline="") as outfile:
# csv fields
writer = csv.DictWriter(outfile, fieldnames=csv_fields, dialect='unix')
writer.writeheader()
for run in range(1, 101):
p_pts, s_pts = get_pt()
dipoles = OscillatingDipoleArrangement([OscillatingDipole(p_pts, s_pts, run)])
logging.info(f"gonna work on point {(p_pts, s_pts, run)}")
dot_inputs = list(itertools.chain.from_iterable(
(([1, 2, 0], f), ([1, 1, 0], f), ([2, 1, 0], f), ([2, 2, 0], f)) for f in numpy.arange(1, 10, 2)
))
dots = dipoles.get_dot_measurements(dot_inputs)
model_low = FixedDipoleModel(-10, 10, -10, 10, 2.5, 3.5, numpy.array([1, 1, 1]), 1)
discretisation_low = FixedDipoleDiscretisation(model_low, 5, 5, 5)
model_medium = FixedDipoleModel(-10, 10, -10, 10, 3.5, 4.5, numpy.array([1, 1, 1]), 1)
discretisation_medium = FixedDipoleDiscretisation(model_medium, 5, 5, 5)
model_high = FixedDipoleModel(-10, 10, -10, 10, 4.5, 5.5, numpy.array([1, 1, 1]), 1)
discretisation_high = FixedDipoleDiscretisation(model_high, 5, 5, 5)
with multiprocessing.Pool(multiprocessing.cpu_count()-1 or 1) as pool:
results_low = pool.starmap(get_a_result, zip(itertools.repeat(discretisation_low), itertools.repeat(dots), discretisation_low.all_indices()))
with multiprocessing.Pool(multiprocessing.cpu_count()-1 or 1) as pool:
results_medium = pool.starmap(get_a_result, zip(itertools.repeat(discretisation_medium), itertools.repeat(dots), discretisation_medium.all_indices()))
with multiprocessing.Pool(multiprocessing.cpu_count()-1 or 1) as pool:
results_high = pool.starmap(get_a_result, zip(itertools.repeat(discretisation_high), itertools.repeat(dots), discretisation_high.all_indices()))
count_low = 0
success_low = 0
for idx, result in results_low:
count_low += 1
if result.success and result.cost <= 1e-10 and numpy.linalg.norm(result.x[0:3]) < 10:
answer = result.normalised_x
success_low += 1
else:
answer = None
count_medium = 0
success_medium = 0
for idx, result in results_medium:
count_medium += 1
if result.success and result.cost <= 1e-10 and numpy.linalg.norm(result.x[0:3]) < 10:
answer = result.normalised_x
success_medium += 1
else:
answer = None
count_high = 0
success_high = 0
for idx, result in results_high:
count_high += 1
if result.success and result.cost <= 1e-10 and numpy.linalg.norm(result.x[0:3]) < 10:
answer = result.normalised_x
success_high += 1
else:
answer = None
logging.info(f"Low : Out of {count_low} cells, {success_low} were successful")
logging.info(f"Medium: Out of {count_medium} cells, {success_medium} were successful")
logging.info(f"High : Out of {count_high} cells, {success_high} were successful")
with open(FILENAME, "a", newline='') as outfile:
writer = csv.DictWriter(outfile, fieldnames=csv_fields, dialect='unix')
writer.writerow({
"dipole_mom": p_pts,
"dipole_loc": s_pts,
"dipole_freq": run,
"low_success": success_low,
"high_success": success_high,
"medium_success": success_medium,
"low_count": count_low,
"medium_count": count_medium,
"high_count": count_high
})
if __name__ == "__main__":
logging.basicConfig(level=logging.INFO)
main()

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@ -1,108 +0,0 @@
from pdme.model.fixed_dipole_model import FixedDipoleModel, FixedDipoleDiscretisation
from pdme.measurement import OscillatingDipole, OscillatingDipoleArrangement
import itertools
import logging
import multiprocessing
import numpy
import csv
import random
FILENAME = "z-band-fixed-dipole-middle-all-dots-narrower-square.csv"
csv_fields = ["dipole_mom", "dipole_loc", "dipole_freq", "low_success", "low_count", "medium_success", "medium_count", "high_success", "high_count"]
def get_pt():
return ((1, 1, 1), (random.uniform(-10, 10), random.uniform(-10, 10), random.uniform(3.5, 4.5)))
def get_a_result(discretisation, dots, index):
return (index, discretisation.solve_for_index(dots, index))
def main():
with open(FILENAME, "a", newline="") as outfile:
# csv fields
writer = csv.DictWriter(outfile, fieldnames=csv_fields, dialect='unix')
writer.writeheader()
for run in range(1, 101):
p_pts, s_pts = get_pt()
dipoles = OscillatingDipoleArrangement([OscillatingDipole(p_pts, s_pts, run)])
logging.info(f"gonna work on point {(p_pts, s_pts, run)}")
dot_inputs = list(itertools.chain.from_iterable(
(([-.25, .25, 0], f), ([-.25, -.25, 0], f), ([.25, -.25, 0], f), ([.25, .25, 0], f)) for f in numpy.arange(1, 10, 2)
))
dots = dipoles.get_dot_measurements(dot_inputs)
model_low = FixedDipoleModel(-10, 10, -10, 10, 2.5, 3.5, numpy.array([1, 1, 1]), 1)
discretisation_low = FixedDipoleDiscretisation(model_low, 5, 5, 5)
model_medium = FixedDipoleModel(-10, 10, -10, 10, 3.5, 4.5, numpy.array([1, 1, 1]), 1)
discretisation_medium = FixedDipoleDiscretisation(model_medium, 5, 5, 5)
model_high = FixedDipoleModel(-10, 10, -10, 10, 4.5, 5.5, numpy.array([1, 1, 1]), 1)
discretisation_high = FixedDipoleDiscretisation(model_high, 5, 5, 5)
with multiprocessing.Pool(multiprocessing.cpu_count()-1 or 1) as pool:
results_low = pool.starmap(get_a_result, zip(itertools.repeat(discretisation_low), itertools.repeat(dots), discretisation_low.all_indices()))
with multiprocessing.Pool(multiprocessing.cpu_count()-1 or 1) as pool:
results_medium = pool.starmap(get_a_result, zip(itertools.repeat(discretisation_medium), itertools.repeat(dots), discretisation_medium.all_indices()))
with multiprocessing.Pool(multiprocessing.cpu_count()-1 or 1) as pool:
results_high = pool.starmap(get_a_result, zip(itertools.repeat(discretisation_high), itertools.repeat(dots), discretisation_high.all_indices()))
count_low = 0
success_low = 0
for idx, result in results_low:
count_low += 1
if result.success and result.cost <= 1e-10 and numpy.linalg.norm(result.x[0:3]) < 10:
answer = result.normalised_x
success_low += 1
else:
answer = None
count_medium = 0
success_medium = 0
for idx, result in results_medium:
count_medium += 1
if result.success and result.cost <= 1e-10 and numpy.linalg.norm(result.x[0:3]) < 10:
answer = result.normalised_x
success_medium += 1
else:
answer = None
count_high = 0
success_high = 0
for idx, result in results_high:
count_high += 1
if result.success and result.cost <= 1e-10 and numpy.linalg.norm(result.x[0:3]) < 10:
answer = result.normalised_x
success_high += 1
else:
answer = None
logging.info(f"Low : Out of {count_low} cells, {success_low} were successful")
logging.info(f"Medium: Out of {count_medium} cells, {success_medium} were successful")
logging.info(f"High : Out of {count_high} cells, {success_high} were successful")
with open(FILENAME, "a", newline='') as outfile:
writer = csv.DictWriter(outfile, fieldnames=csv_fields, dialect='unix')
writer.writerow({
"dipole_mom": p_pts,
"dipole_loc": s_pts,
"dipole_freq": run,
"low_success": success_low,
"high_success": success_high,
"medium_success": success_medium,
"low_count": count_low,
"medium_count": count_medium,
"high_count": count_high
})
if __name__ == "__main__":
logging.basicConfig(level=logging.INFO)
main()

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@ -1,108 +0,0 @@
from pdme.model.fixed_dipole_model import FixedDipoleModel, FixedDipoleDiscretisation
from pdme.measurement import OscillatingDipole, OscillatingDipoleArrangement
import itertools
import logging
import multiprocessing
import numpy
import csv
import random
FILENAME = "z-band-fixed-dipole-middle-all-dots-wide-square.csv"
csv_fields = ["dipole_mom", "dipole_loc", "dipole_freq", "low_success", "low_count", "medium_success", "medium_count", "high_success", "high_count"]
def get_pt():
return ((1, 1, 1), (random.uniform(-10, 10), random.uniform(-10, 10), random.uniform(3.5, 4.5)))
def get_a_result(discretisation, dots, index):
return (index, discretisation.solve_for_index(dots, index))
def main():
with open(FILENAME, "a", newline="") as outfile:
# csv fields
writer = csv.DictWriter(outfile, fieldnames=csv_fields, dialect='unix')
writer.writeheader()
for run in range(1, 101):
p_pts, s_pts = get_pt()
dipoles = OscillatingDipoleArrangement([OscillatingDipole(p_pts, s_pts, run)])
logging.info(f"gonna work on point {(p_pts, s_pts, run)}")
dot_inputs = list(itertools.chain.from_iterable(
(([1, 2, 0], f), ([1, 1, 0], f), ([2, 1, 0], f), ([2, 2, 0], f)) for f in numpy.arange(1, 10, 2)
))
dots = dipoles.get_dot_measurements(dot_inputs)
model_low = FixedDipoleModel(-10, 10, -10, 10, 2.5, 3.5, numpy.array([1, 1, 1]), 1)
discretisation_low = FixedDipoleDiscretisation(model_low, 5, 5, 5)
model_medium = FixedDipoleModel(-10, 10, -10, 10, 3.5, 4.5, numpy.array([1, 1, 1]), 1)
discretisation_medium = FixedDipoleDiscretisation(model_medium, 5, 5, 5)
model_high = FixedDipoleModel(-10, 10, -10, 10, 4.5, 5.5, numpy.array([1, 1, 1]), 1)
discretisation_high = FixedDipoleDiscretisation(model_high, 5, 5, 5)
with multiprocessing.Pool(multiprocessing.cpu_count()-1 or 1) as pool:
results_low = pool.starmap(get_a_result, zip(itertools.repeat(discretisation_low), itertools.repeat(dots), discretisation_low.all_indices()))
with multiprocessing.Pool(multiprocessing.cpu_count()-1 or 1) as pool:
results_medium = pool.starmap(get_a_result, zip(itertools.repeat(discretisation_medium), itertools.repeat(dots), discretisation_medium.all_indices()))
with multiprocessing.Pool(multiprocessing.cpu_count()-1 or 1) as pool:
results_high = pool.starmap(get_a_result, zip(itertools.repeat(discretisation_high), itertools.repeat(dots), discretisation_high.all_indices()))
count_low = 0
success_low = 0
for idx, result in results_low:
count_low += 1
if result.success and result.cost <= 1e-10 and numpy.linalg.norm(result.x[0:3]) < 10:
answer = result.normalised_x
success_low += 1
else:
answer = None
count_medium = 0
success_medium = 0
for idx, result in results_medium:
count_medium += 1
if result.success and result.cost <= 1e-10 and numpy.linalg.norm(result.x[0:3]) < 10:
answer = result.normalised_x
success_medium += 1
else:
answer = None
count_high = 0
success_high = 0
for idx, result in results_high:
count_high += 1
if result.success and result.cost <= 1e-10 and numpy.linalg.norm(result.x[0:3]) < 10:
answer = result.normalised_x
success_high += 1
else:
answer = None
logging.info(f"Low : Out of {count_low} cells, {success_low} were successful")
logging.info(f"Medium: Out of {count_medium} cells, {success_medium} were successful")
logging.info(f"High : Out of {count_high} cells, {success_high} were successful")
with open(FILENAME, "a", newline='') as outfile:
writer = csv.DictWriter(outfile, fieldnames=csv_fields, dialect='unix')
writer.writerow({
"dipole_mom": p_pts,
"dipole_loc": s_pts,
"dipole_freq": run,
"low_success": success_low,
"high_success": success_high,
"medium_success": success_medium,
"low_count": count_low,
"medium_count": count_medium,
"high_count": count_high
})
if __name__ == "__main__":
logging.basicConfig(level=logging.INFO)
main()

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@ -1,117 +0,0 @@
from pdme.model.fixed_magnitude_model import FixedMagnitudeModel, FixedMagnitudeDiscretisation
from pdme.measurement import OscillatingDipole, OscillatingDipoleArrangement
import itertools
import logging
import multiprocessing
import numpy
import csv
import random
FILENAME = "z-band-fixed-magnitude-middle-all-dots-square.csv"
csv_fields = ["dipole_mom", "dipole_loc", "dipole_freq", "low_success", "low_count", "medium_success", "medium_count", "high_success", "high_count"]
def get_uniform_sphere():
r = 6
a = random.uniform(-10, 10)
b = random.uniform(-10, 10)
c = random.uniform(-10, 10)
f = (a**2 + b**2 + c**2)**.5
return (a * r / f, b * r / f, c * r / f)
def get_pt():
return (get_uniform_sphere(), (random.uniform(-10, 10), random.uniform(-10, 10), random.uniform(3.5, 4.5)))
def get_a_result(discretisation, dots, index):
return (index, discretisation.solve_for_index(dots, index))
def main():
with open(FILENAME, "a", newline="") as outfile:
# csv fields
writer = csv.DictWriter(outfile, fieldnames=csv_fields, dialect='unix')
writer.writeheader()
for run in range(1, 101):
p_pts, s_pts = get_pt()
dipoles = OscillatingDipoleArrangement([OscillatingDipole(p_pts, s_pts, run)])
logging.info(f"gonna work on point {(p_pts, s_pts, run)}")
dot_inputs = list(itertools.chain.from_iterable(
(([1, 2, 0], f), ([1, 1, 0], f), ([2, 1, 0], f), ([2, 2, 0], f)) for f in numpy.arange(1, 10, 2)
))
dots = dipoles.get_dot_measurements(dot_inputs)
model_low = FixedMagnitudeModel(-10, 10, -10, 10, 2.5, 3.5, 6, 1)
discretisation_low = FixedMagnitudeDiscretisation(model_low, 6, 6, 5, 5, 5)
model_medium = FixedMagnitudeModel(-10, 10, -10, 10, 3.5, 4.5, 6, 1)
discretisation_medium = FixedMagnitudeDiscretisation(model_medium, 6, 6, 5, 5, 5)
model_high = FixedMagnitudeModel(-10, 10, -10, 10, 4.5, 5.5, 6, 1)
discretisation_high = FixedMagnitudeDiscretisation(model_high, 6, 6, 5, 5, 5)
with multiprocessing.Pool(multiprocessing.cpu_count()-1 or 1) as pool:
results_low = pool.starmap(get_a_result, zip(itertools.repeat(discretisation_low), itertools.repeat(dots), discretisation_low.all_indices()))
with multiprocessing.Pool(multiprocessing.cpu_count()-1 or 1) as pool:
results_medium = pool.starmap(get_a_result, zip(itertools.repeat(discretisation_medium), itertools.repeat(dots), discretisation_medium.all_indices()))
with multiprocessing.Pool(multiprocessing.cpu_count()-1 or 1) as pool:
results_high = pool.starmap(get_a_result, zip(itertools.repeat(discretisation_high), itertools.repeat(dots), discretisation_high.all_indices()))
count_low = 0
success_low = 0
for idx, result in results_low:
count_low += 1
if result.success and result.cost <= 1e-10 and numpy.linalg.norm(result.x[0:3]) < 10:
answer = result.normalised_x
success_low += 1
else:
answer = None
count_medium = 0
success_medium = 0
for idx, result in results_medium:
count_medium += 1
if result.success and result.cost <= 1e-10 and numpy.linalg.norm(result.x[0:3]) < 10:
answer = result.normalised_x
success_medium += 1
else:
answer = None
count_high = 0
success_high = 0
for idx, result in results_high:
count_high += 1
if result.success and result.cost <= 1e-10 and numpy.linalg.norm(result.x[0:3]) < 10:
answer = result.normalised_x
success_high += 1
else:
answer = None
logging.info(f"Low : Out of {count_low} cells, {success_low} were successful")
logging.info(f"Medium: Out of {count_medium} cells, {success_medium} were successful")
logging.info(f"High : Out of {count_high} cells, {success_high} were successful")
with open(FILENAME, "a", newline='') as outfile:
writer = csv.DictWriter(outfile, fieldnames=csv_fields, dialect='unix')
writer.writerow({
"dipole_mom": p_pts,
"dipole_loc": s_pts,
"dipole_freq": run,
"low_success": success_low,
"high_success": success_high,
"medium_success": success_medium,
"low_count": count_low,
"medium_count": count_medium,
"high_count": count_high
})
if __name__ == "__main__":
logging.basicConfig(level=logging.INFO)
main()

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from pdme.model.fixed_magnitude_model import FixedMagnitudeModel, FixedMagnitudeDiscretisation
from pdme.measurement import OscillatingDipole, OscillatingDipoleArrangement
import itertools
import logging
import multiprocessing
import numpy
import csv
import random
FILENAME = "z-band-fixed-magnitude-middle-all-dots-narrower-square.csv"
csv_fields = ["dipole_mom", "dipole_loc", "dipole_freq", "low_success", "low_count", "medium_success", "medium_count", "high_success", "high_count"]
def get_uniform_sphere():
r = 6
a = random.uniform(-10, 10)
b = random.uniform(-10, 10)
c = random.uniform(-10, 10)
f = (a**2 + b**2 + c**2)**.5
return (a * r / f, b * r / f, c * r / f)
def get_pt():
return (get_uniform_sphere(), (random.uniform(-10, 10), random.uniform(-10, 10), random.uniform(3.5, 4.5)))
def get_a_result(discretisation, dots, index):
return (index, discretisation.solve_for_index(dots, index))
def main():
with open(FILENAME, "a", newline="") as outfile:
# csv fields
writer = csv.DictWriter(outfile, fieldnames=csv_fields, dialect='unix')
writer.writeheader()
for run in range(1, 101):
p_pts, s_pts = get_pt()
dipoles = OscillatingDipoleArrangement([OscillatingDipole(p_pts, s_pts, run)])
logging.info(f"gonna work on point {(p_pts, s_pts, run)}")
dot_inputs = list(itertools.chain.from_iterable(
(([-.25, .25, 0], f), ([-.25, -.25, 0], f), ([.25, -.25, 0], f), ([.25, .25, 0], f)) for f in numpy.arange(1, 10, 2)
))
dots = dipoles.get_dot_measurements(dot_inputs)
model_low = FixedMagnitudeModel(-10, 10, -10, 10, 2.5, 3.5, 6, 1)
discretisation_low = FixedMagnitudeDiscretisation(model_low, 6, 6, 5, 5, 5)
model_medium = FixedMagnitudeModel(-10, 10, -10, 10, 3.5, 4.5, 6, 1)
discretisation_medium = FixedMagnitudeDiscretisation(model_medium, 6, 6, 5, 5, 5)
model_high = FixedMagnitudeModel(-10, 10, -10, 10, 4.5, 5.5, 6, 1)
discretisation_high = FixedMagnitudeDiscretisation(model_high, 6, 6, 5, 5, 5)
with multiprocessing.Pool(multiprocessing.cpu_count()-1 or 1) as pool:
results_low = pool.starmap(get_a_result, zip(itertools.repeat(discretisation_low), itertools.repeat(dots), discretisation_low.all_indices()))
with multiprocessing.Pool(multiprocessing.cpu_count()-1 or 1) as pool:
results_medium = pool.starmap(get_a_result, zip(itertools.repeat(discretisation_medium), itertools.repeat(dots), discretisation_medium.all_indices()))
with multiprocessing.Pool(multiprocessing.cpu_count()-1 or 1) as pool:
results_high = pool.starmap(get_a_result, zip(itertools.repeat(discretisation_high), itertools.repeat(dots), discretisation_high.all_indices()))
count_low = 0
success_low = 0
for idx, result in results_low:
count_low += 1
if result.success and result.cost <= 1e-10 and numpy.linalg.norm(result.x[0:3]) < 10:
answer = result.normalised_x
success_low += 1
else:
answer = None
count_medium = 0
success_medium = 0
for idx, result in results_medium:
count_medium += 1
if result.success and result.cost <= 1e-10 and numpy.linalg.norm(result.x[0:3]) < 10:
answer = result.normalised_x
success_medium += 1
else:
answer = None
count_high = 0
success_high = 0
for idx, result in results_high:
count_high += 1
if result.success and result.cost <= 1e-10 and numpy.linalg.norm(result.x[0:3]) < 10:
answer = result.normalised_x
success_high += 1
else:
answer = None
logging.info(f"Low : Out of {count_low} cells, {success_low} were successful")
logging.info(f"Medium: Out of {count_medium} cells, {success_medium} were successful")
logging.info(f"High : Out of {count_high} cells, {success_high} were successful")
with open(FILENAME, "a", newline='') as outfile:
writer = csv.DictWriter(outfile, fieldnames=csv_fields, dialect='unix')
writer.writerow({
"dipole_mom": p_pts,
"dipole_loc": s_pts,
"dipole_freq": run,
"low_success": success_low,
"high_success": success_high,
"medium_success": success_medium,
"low_count": count_low,
"medium_count": count_medium,
"high_count": count_high
})
if __name__ == "__main__":
logging.basicConfig(level=logging.INFO)
main()

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from pdme.model.fixed_magnitude_model import FixedMagnitudeModel, FixedMagnitudeDiscretisation
from pdme.measurement import OscillatingDipole, OscillatingDipoleArrangement
import itertools
import logging
import multiprocessing
import numpy
import csv
import random
FILENAME = "z-band-fixed-magnitude-middle-all-dots-wide-square.csv"
csv_fields = ["dipole_mom", "dipole_loc", "dipole_freq", "low_success", "low_count", "medium_success", "medium_count", "high_success", "high_count"]
def get_uniform_sphere():
r = 6
a = random.uniform(-10, 10)
b = random.uniform(-10, 10)
c = random.uniform(-10, 10)
f = (a**2 + b**2 + c**2)**.5
return (a * r / f, b * r / f, c * r / f)
def get_pt():
return (get_uniform_sphere(), (random.uniform(-10, 10), random.uniform(-10, 10), random.uniform(3.5, 4.5)))
def get_a_result(discretisation, dots, index):
return (index, discretisation.solve_for_index(dots, index))
def main():
with open(FILENAME, "a", newline="") as outfile:
# csv fields
writer = csv.DictWriter(outfile, fieldnames=csv_fields, dialect='unix')
writer.writeheader()
for run in range(1, 101):
p_pts, s_pts = get_pt()
dipoles = OscillatingDipoleArrangement([OscillatingDipole(p_pts, s_pts, run)])
logging.info(f"gonna work on point {(p_pts, s_pts, run)}")
dot_inputs = list(itertools.chain.from_iterable(
(([-2, 2, 0], f), ([-2, -2, 0], f), ([2, -2, 0], f), ([2, 2, 0], f)) for f in numpy.arange(1, 10, 2)
))
dots = dipoles.get_dot_measurements(dot_inputs)
model_low = FixedMagnitudeModel(-10, 10, -10, 10, 2.5, 3.5, 6, 1)
discretisation_low = FixedMagnitudeDiscretisation(model_low, 6, 6, 5, 5, 5)
model_medium = FixedMagnitudeModel(-10, 10, -10, 10, 3.5, 4.5, 6, 1)
discretisation_medium = FixedMagnitudeDiscretisation(model_medium, 6, 6, 5, 5, 5)
model_high = FixedMagnitudeModel(-10, 10, -10, 10, 4.5, 5.5, 6, 1)
discretisation_high = FixedMagnitudeDiscretisation(model_high, 6, 6, 5, 5, 5)
with multiprocessing.Pool(multiprocessing.cpu_count()-1 or 1) as pool:
results_low = pool.starmap(get_a_result, zip(itertools.repeat(discretisation_low), itertools.repeat(dots), discretisation_low.all_indices()))
with multiprocessing.Pool(multiprocessing.cpu_count()-1 or 1) as pool:
results_medium = pool.starmap(get_a_result, zip(itertools.repeat(discretisation_medium), itertools.repeat(dots), discretisation_medium.all_indices()))
with multiprocessing.Pool(multiprocessing.cpu_count()-1 or 1) as pool:
results_high = pool.starmap(get_a_result, zip(itertools.repeat(discretisation_high), itertools.repeat(dots), discretisation_high.all_indices()))
count_low = 0
success_low = 0
for idx, result in results_low:
count_low += 1
if result.success and result.cost <= 1e-10 and numpy.linalg.norm(result.x[0:3]) < 10:
answer = result.normalised_x
success_low += 1
else:
answer = None
count_medium = 0
success_medium = 0
for idx, result in results_medium:
count_medium += 1
if result.success and result.cost <= 1e-10 and numpy.linalg.norm(result.x[0:3]) < 10:
answer = result.normalised_x
success_medium += 1
else:
answer = None
count_high = 0
success_high = 0
for idx, result in results_high:
count_high += 1
if result.success and result.cost <= 1e-10 and numpy.linalg.norm(result.x[0:3]) < 10:
answer = result.normalised_x
success_high += 1
else:
answer = None
logging.info(f"Low : Out of {count_low} cells, {success_low} were successful")
logging.info(f"Medium: Out of {count_medium} cells, {success_medium} were successful")
logging.info(f"High : Out of {count_high} cells, {success_high} were successful")
with open(FILENAME, "a", newline='') as outfile:
writer = csv.DictWriter(outfile, fieldnames=csv_fields, dialect='unix')
writer.writerow({
"dipole_mom": p_pts,
"dipole_loc": s_pts,
"dipole_freq": run,
"low_success": success_low,
"high_success": success_high,
"medium_success": success_medium,
"low_count": count_low,
"medium_count": count_medium,
"high_count": count_high
})
if __name__ == "__main__":
logging.basicConfig(level=logging.INFO)
main()

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from pdme.model.unrestricted_model import UnrestrictedModel, UnrestrictedDiscretisation
from pdme.measurement import OscillatingDipole, OscillatingDipoleArrangement
import itertools
import logging
import multiprocessing
import numpy
import csv
import random
FILENAME = "z-band-middle-all-dots-square.csv"
csv_fields = ["dipole_mom", "dipole_loc", "dipole_freq", "low_success", "low_count", "medium_success", "medium_count", "high_success", "high_count"]
def get_uniform_sphere():
r = random.random()**.3333 * 10
a = random.uniform(-10, 10)
b = random.uniform(-10, 10)
c = random.uniform(-10, 10)
f = (a**2 + b**2 + c**2)**.5
return (a * r / f, b * r / f, c * r / f)
def get_pt():
return (get_uniform_sphere(), (random.uniform(-10, 10), random.uniform(-10, 10), random.uniform(3.5, 4.5)))
def get_a_result(discretisation, dots, index):
return (index, discretisation.solve_for_index(dots, index))
def main():
with open(FILENAME, "a", newline="") as outfile:
# csv fields
writer = csv.DictWriter(outfile, fieldnames=csv_fields, dialect='unix')
writer.writeheader()
for run in range(1, 101):
p_pts, s_pts = get_pt()
dipoles = OscillatingDipoleArrangement([OscillatingDipole(p_pts, s_pts, run)])
logging.info(f"gonna work on point {(p_pts, s_pts, run)}")
dot_inputs = list(itertools.chain.from_iterable(
(([1, 2, 0], f), ([1, 1, 0], f), ([2, 1, 0], f), ([2, 2, 0], f)) for f in numpy.arange(1, 10, 2)
))
dots = dipoles.get_dot_measurements(dot_inputs)
model_low = UnrestrictedModel(-10, 10, -10, 10, 2.5, 3.5, 1)
discretisation_low = UnrestrictedDiscretisation(model_low, 6, 6, 3, 5, 5, 5, 10)
model_medium = UnrestrictedModel(-10, 10, -10, 10, 3.5, 4.5, 1)
discretisation_medium = UnrestrictedDiscretisation(model_medium, 6, 6, 3, 5, 5, 5, 10)
model_high = UnrestrictedModel(-10, 10, -10, 10, 4.5, 5.5, 1)
discretisation_high = UnrestrictedDiscretisation(model_high, 6, 6, 3, 5, 5, 5, 10)
with multiprocessing.Pool(multiprocessing.cpu_count()-1 or 1) as pool:
results_low = pool.starmap(get_a_result, zip(itertools.repeat(discretisation_low), itertools.repeat(dots), discretisation_low.all_indices()))
with multiprocessing.Pool(multiprocessing.cpu_count()-1 or 1) as pool:
results_medium = pool.starmap(get_a_result, zip(itertools.repeat(discretisation_medium), itertools.repeat(dots), discretisation_medium.all_indices()))
with multiprocessing.Pool(multiprocessing.cpu_count()-1 or 1) as pool:
results_high = pool.starmap(get_a_result, zip(itertools.repeat(discretisation_high), itertools.repeat(dots), discretisation_high.all_indices()))
count_low = 0
success_low = 0
for idx, result in results_low:
count_low += 1
if result.success and result.cost <= 1e-10 and numpy.linalg.norm(result.x[0:3]) < 10:
answer = result.normalised_x
success_low += 1
else:
answer = None
count_medium = 0
success_medium = 0
for idx, result in results_medium:
count_medium += 1
if result.success and result.cost <= 1e-10 and numpy.linalg.norm(result.x[0:3]) < 10:
answer = result.normalised_x
success_medium += 1
else:
answer = None
count_high = 0
success_high = 0
for idx, result in results_high:
count_high += 1
if result.success and result.cost <= 1e-10 and numpy.linalg.norm(result.x[0:3]) < 10:
answer = result.normalised_x
success_high += 1
else:
answer = None
logging.info(f"Low : Out of {count_low} cells, {success_low} were successful")
logging.info(f"Medium: Out of {count_medium} cells, {success_medium} were successful")
logging.info(f"High : Out of {count_high} cells, {success_high} were successful")
with open(FILENAME, "a", newline='') as outfile:
writer = csv.DictWriter(outfile, fieldnames=csv_fields, dialect='unix')
writer.writerow({
"dipole_mom": p_pts,
"dipole_loc": s_pts,
"dipole_freq": run,
"low_success": success_low,
"high_success": success_high,
"medium_success": success_medium,
"low_count": count_low,
"medium_count": count_medium,
"high_count": count_high
})
if __name__ == "__main__":
logging.basicConfig(level=logging.INFO)
main()

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from pdme.model.unrestricted_model import UnrestrictedModel, UnrestrictedDiscretisation
from pdme.measurement import OscillatingDipole, OscillatingDipoleArrangement
import itertools
import logging
import multiprocessing
import numpy
import csv
import random
FILENAME = "z-band-middle-all-dots-narrowsquare-diagnosis1-bad.csv"
csv_fields = ["model", "index_px", "index_py", "index_pz", "index_sx", "index_sy", "index_sz", "bounds_px", "bounds_py", "bounds_pz", "bounds_sx", "bounds_sy", "bounds_sz", "actual_dipole_moment", "actual_dipole_position", "actual_dipole_freq", "success", "found_dipole_moment", "found_dipole_position", "found_dipole_frequency"]
def get_a_result(discretisation, dots, index):
return (index, discretisation.solve_for_index(dots, index))
def main():
with open(FILENAME, "a", newline="") as outfile:
# csv fields
writer = csv.DictWriter(outfile, fieldnames=csv_fields, dialect='unix')
writer.writeheader()
bad_dipole_moment = (1.4907798255452713, -0.11155216212225307, 8.598957203397196)
bad_dipole_position = (-1.8204699606457453, 0.46178206204345074, 3.8691572159777703)
bad_dipole_freq = 31
# good_dipole_moment = (-1.9443892410744588, -6.221537995677158, 5.592388480581515)
# good_dipole_position = (1.8087672324818271, -5.012714179961428, 4.171331614506319)
# good_dipole_freq = 22
#
# good_dipoles = OscillatingDipoleArrangement([OscillatingDipole(good_dipole_moment, good_dipole_position, good_dipole_freq)])
bad_dipoles = OscillatingDipoleArrangement([OscillatingDipole(bad_dipole_moment, bad_dipole_position, bad_dipole_freq)])
dot_inputs = list(itertools.chain.from_iterable(
(([-.25, .25, 0], f), ([-.25, -.25, 0], f), ([.25, -.25, 0], f), ([.25, .25, 0], f)) for f in numpy.arange(1, 10, 2)
))
bad_dots = bad_dipoles.get_dot_measurements(dot_inputs)
model_low = UnrestrictedModel(-10, 10, -10, 10, 2.5, 3.5, 1)
discretisation_low = UnrestrictedDiscretisation(model_low, 6, 6, 3, 5, 5, 5, 10)
model_medium = UnrestrictedModel(-10, 10, -10, 10, 3.5, 4.5, 1)
discretisation_medium = UnrestrictedDiscretisation(model_medium, 6, 6, 3, 5, 5, 5, 10)
model_high = UnrestrictedModel(-10, 10, -10, 10, 4.5, 5.5, 1)
discretisation_high = UnrestrictedDiscretisation(model_high, 6, 6, 3, 5, 5, 5, 10)
with multiprocessing.Pool(multiprocessing.cpu_count()-1 or 1) as pool:
results_low = pool.starmap(get_a_result, zip(itertools.repeat(discretisation_low), itertools.repeat(bad_dots), discretisation_low.all_indices()))
with multiprocessing.Pool(multiprocessing.cpu_count()-1 or 1) as pool:
results_medium = pool.starmap(get_a_result, zip(itertools.repeat(discretisation_medium), itertools.repeat(bad_dots), discretisation_medium.all_indices()))
with multiprocessing.Pool(multiprocessing.cpu_count()-1 or 1) as pool:
results_high = pool.starmap(get_a_result, zip(itertools.repeat(discretisation_high), itertools.repeat(bad_dots), discretisation_high.all_indices()))
with open(FILENAME, "a", newline='') as outfile:
writer = csv.DictWriter(outfile, fieldnames=csv_fields, dialect='unix')
for idx, result in results_low:
pxi, pyi, pzi, sxi, syi, szi = idx
bounds = discretisation_low.bounds(idx)
actual_success = result.success and result.cost <= 1e-10 and numpy.linalg.norm(result.x[0:3]) < 10
writer.writerow({
"model": "low",
"index_px": pxi,
"index_py": pyi,
"index_pz": pzi,
"index_sx": sxi,
"index_sy": syi,
"index_sz": szi,
"bounds_px": (bounds[0][0], bounds[1][0]),
"bounds_py": (bounds[0][1], bounds[1][1]),
"bounds_pz": (bounds[0][2], bounds[1][2]),
"bounds_sx": (bounds[0][3], bounds[1][3]),
"bounds_sy": (bounds[0][4], bounds[1][4]),
"bounds_sz": (bounds[0][5], bounds[1][5]),
"actual_dipole_moment": bad_dipole_moment,
"actual_dipole_position": bad_dipole_position,
"actual_dipole_freq": bad_dipole_freq,
"success": actual_success,
"found_dipole_moment": result.normalised_x[0:3] if actual_success else None,
"found_dipole_position": result.normalised_x[3:6] if actual_success else None,
"found_dipole_frequency": result.normalised_x[6] if actual_success else None
})
for idx, result in results_medium:
pxi, pyi, pzi, sxi, syi, szi = idx
bounds = discretisation_medium.bounds(idx)
actual_success = result.success and result.cost <= 1e-10 and numpy.linalg.norm(result.x[0:3]) < 10
writer.writerow({
"model": "medium",
"index_px": pxi,
"index_py": pyi,
"index_pz": pzi,
"index_sx": sxi,
"index_sy": syi,
"index_sz": szi,
"bounds_px": (bounds[0][0], bounds[1][0]),
"bounds_py": (bounds[0][1], bounds[1][1]),
"bounds_pz": (bounds[0][2], bounds[1][2]),
"bounds_sx": (bounds[0][3], bounds[1][3]),
"bounds_sy": (bounds[0][4], bounds[1][4]),
"bounds_sz": (bounds[0][5], bounds[1][5]),
"actual_dipole_moment": bad_dipole_moment,
"actual_dipole_position": bad_dipole_position,
"actual_dipole_freq": bad_dipole_freq,
"success": actual_success,
"found_dipole_moment": result.normalised_x[0:3] if actual_success else None,
"found_dipole_position": result.normalised_x[3:6] if actual_success else None,
"found_dipole_frequency": result.normalised_x[6] if actual_success else None
})
for idx, result in results_high:
pxi, pyi, pzi, sxi, syi, szi = idx
bounds = discretisation_high.bounds(idx)
actual_success = result.success and result.cost <= 1e-10 and numpy.linalg.norm(result.x[0:3]) < 10
writer.writerow({
"model": "high",
"index_px": pxi,
"index_py": pyi,
"index_pz": pzi,
"index_sx": sxi,
"index_sy": syi,
"index_sz": szi,
"bounds_px": (bounds[0][0], bounds[1][0]),
"bounds_py": (bounds[0][1], bounds[1][1]),
"bounds_pz": (bounds[0][2], bounds[1][2]),
"bounds_sx": (bounds[0][3], bounds[1][3]),
"bounds_sy": (bounds[0][4], bounds[1][4]),
"bounds_sz": (bounds[0][5], bounds[1][5]),
"actual_dipole_moment": bad_dipole_moment,
"actual_dipole_position": bad_dipole_position,
"actual_dipole_freq": bad_dipole_freq,
"success": actual_success,
"found_dipole_moment": result.normalised_x[0:3] if actual_success else None,
"found_dipole_position": result.normalised_x[3:6] if actual_success else None,
"found_dipole_frequency": result.normalised_x[6] if actual_success else None
})
if __name__ == "__main__":
logging.basicConfig(level=logging.INFO)
main()

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from pdme.model.unrestricted_model import UnrestrictedModel, UnrestrictedDiscretisation
from pdme.measurement import OscillatingDipole, OscillatingDipoleArrangement
import itertools
import logging
import multiprocessing
import numpy
import csv
import random
FILENAME = "z-band-middle-all-dots-narrowsquare-diagnosis1-good.csv"
csv_fields = ["model", "index_px", "index_py", "index_pz", "index_sx", "index_sy", "index_sz", "bounds_px", "bounds_py", "bounds_pz", "bounds_sx", "bounds_sy", "bounds_sz", "actual_dipole_moment", "actual_dipole_position", "actual_dipole_freq", "success", "found_dipole_moment", "found_dipole_position", "found_dipole_frequency"]
def get_a_result(discretisation, dots, index):
return (index, discretisation.solve_for_index(dots, index))
def main():
with open(FILENAME, "a", newline="") as outfile:
# csv fields
writer = csv.DictWriter(outfile, fieldnames=csv_fields, dialect='unix')
writer.writeheader()
# bad_dipole_moment = (1.4907798255452713, -0.11155216212225307, 8.598957203397196)
# bad_dipole_position = (-1.8204699606457453, 0.46178206204345074, 3.8691572159777703)
# bad_dipole_freq = 31
good_dipole_moment = (-1.9443892410744588, -6.221537995677158, 5.592388480581515)
good_dipole_position = (1.8087672324818271, -5.012714179961428, 4.171331614506319)
good_dipole_freq = 22
good_dipoles = OscillatingDipoleArrangement([OscillatingDipole(good_dipole_moment, good_dipole_position, good_dipole_freq)])
# bad_dipoles = OscillatingDipoleArrangement([OscillatingDipole(bad_dipole_moment, bad_dipole_position, bad_dipole_freq)])
dot_inputs = list(itertools.chain.from_iterable(
(([-.25, .25, 0], f), ([-.25, -.25, 0], f), ([.25, -.25, 0], f), ([.25, .25, 0], f)) for f in numpy.arange(1, 10, 2)
))
good_dots = good_dipoles.get_dot_measurements(dot_inputs)
model_low = UnrestrictedModel(-10, 10, -10, 10, 2.5, 3.5, 1)
discretisation_low = UnrestrictedDiscretisation(model_low, 6, 6, 3, 5, 5, 5, 10)
model_medium = UnrestrictedModel(-10, 10, -10, 10, 3.5, 4.5, 1)
discretisation_medium = UnrestrictedDiscretisation(model_medium, 6, 6, 3, 5, 5, 5, 10)
model_high = UnrestrictedModel(-10, 10, -10, 10, 4.5, 5.5, 1)
discretisation_high = UnrestrictedDiscretisation(model_high, 6, 6, 3, 5, 5, 5, 10)
with multiprocessing.Pool(multiprocessing.cpu_count()-1 or 1) as pool:
results_low = pool.starmap(get_a_result, zip(itertools.repeat(discretisation_low), itertools.repeat(good_dots), discretisation_low.all_indices()))
with multiprocessing.Pool(multiprocessing.cpu_count()-1 or 1) as pool:
results_medium = pool.starmap(get_a_result, zip(itertools.repeat(discretisation_medium), itertools.repeat(good_dots), discretisation_medium.all_indices()))
with multiprocessing.Pool(multiprocessing.cpu_count()-1 or 1) as pool:
results_high = pool.starmap(get_a_result, zip(itertools.repeat(discretisation_high), itertools.repeat(good_dots), discretisation_high.all_indices()))
with open(FILENAME, "a", newline='') as outfile:
writer = csv.DictWriter(outfile, fieldnames=csv_fields, dialect='unix')
for idx, result in results_low:
pxi, pyi, pzi, sxi, syi, szi = idx
bounds = discretisation_low.bounds(idx)
actual_success = result.success and result.cost <= 1e-10 and numpy.linalg.norm(result.x[0:3]) < 10
writer.writerow({
"model": "low",
"index_px": pxi,
"index_py": pyi,
"index_pz": pzi,
"index_sx": sxi,
"index_sy": syi,
"index_sz": szi,
"bounds_px": (bounds[0][0], bounds[1][0]),
"bounds_py": (bounds[0][1], bounds[1][1]),
"bounds_pz": (bounds[0][2], bounds[1][2]),
"bounds_sx": (bounds[0][3], bounds[1][3]),
"bounds_sy": (bounds[0][4], bounds[1][4]),
"bounds_sz": (bounds[0][5], bounds[1][5]),
"actual_dipole_moment": good_dipole_moment,
"actual_dipole_position": good_dipole_position,
"actual_dipole_freq": good_dipole_freq,
"success": actual_success,
"found_dipole_moment": result.normalised_x[0:3] if actual_success else None,
"found_dipole_position": result.normalised_x[3:6] if actual_success else None,
"found_dipole_frequency": result.normalised_x[6] if actual_success else None
})
for idx, result in results_medium:
pxi, pyi, pzi, sxi, syi, szi = idx
bounds = discretisation_medium.bounds(idx)
actual_success = result.success and result.cost <= 1e-10 and numpy.linalg.norm(result.x[0:3]) < 10
writer.writerow({
"model": "medium",
"index_px": pxi,
"index_py": pyi,
"index_pz": pzi,
"index_sx": sxi,
"index_sy": syi,
"index_sz": szi,
"bounds_px": (bounds[0][0], bounds[1][0]),
"bounds_py": (bounds[0][1], bounds[1][1]),
"bounds_pz": (bounds[0][2], bounds[1][2]),
"bounds_sx": (bounds[0][3], bounds[1][3]),
"bounds_sy": (bounds[0][4], bounds[1][4]),
"bounds_sz": (bounds[0][5], bounds[1][5]),
"actual_dipole_moment": good_dipole_moment,
"actual_dipole_position": good_dipole_position,
"actual_dipole_freq": good_dipole_freq,
"success": actual_success,
"found_dipole_moment": result.normalised_x[0:3] if actual_success else None,
"found_dipole_position": result.normalised_x[3:6] if actual_success else None,
"found_dipole_frequency": result.normalised_x[6] if actual_success else None
})
for idx, result in results_high:
pxi, pyi, pzi, sxi, syi, szi = idx
bounds = discretisation_high.bounds(idx)
actual_success = result.success and result.cost <= 1e-10 and numpy.linalg.norm(result.x[0:3]) < 10
writer.writerow({
"model": "high",
"index_px": pxi,
"index_py": pyi,
"index_pz": pzi,
"index_sx": sxi,
"index_sy": syi,
"index_sz": szi,
"bounds_px": (bounds[0][0], bounds[1][0]),
"bounds_py": (bounds[0][1], bounds[1][1]),
"bounds_pz": (bounds[0][2], bounds[1][2]),
"bounds_sx": (bounds[0][3], bounds[1][3]),
"bounds_sy": (bounds[0][4], bounds[1][4]),
"bounds_sz": (bounds[0][5], bounds[1][5]),
"actual_dipole_moment": good_dipole_moment,
"actual_dipole_position": good_dipole_position,
"actual_dipole_freq": good_dipole_freq,
"success": actual_success,
"found_dipole_moment": result.normalised_x[0:3] if actual_success else None,
"found_dipole_position": result.normalised_x[3:6] if actual_success else None,
"found_dipole_frequency": result.normalised_x[6] if actual_success else None
})
if __name__ == "__main__":
logging.basicConfig(level=logging.INFO)
main()

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@ -1,21 +0,0 @@
import random
import logging
def get_uniform_sphere():
r = random.random()**.3333 * 10
a = random.uniform(-10, 10)
b = random.uniform(-10, 10)
c = random.uniform(-10, 10)
f = (a**2 + b**2 + c**2)**.5
return (a * r / f, b * r / f, c * r / f)
def get_pt():
return (get_uniform_sphere(), (random.uniform(-10, 10), random.uniform(-10, 10), random.uniform(3.5, 4.5)))
def main():
logging.info(get_pt())
if __name__ == "__main__":
logging.basicConfig(level=logging.INFO)
main()

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@ -1,117 +0,0 @@
from pdme.model.unrestricted_model import UnrestrictedModel, UnrestrictedDiscretisation
from pdme.measurement import OscillatingDipole, OscillatingDipoleArrangement
import itertools
import logging
import multiprocessing
import numpy
import csv
import random
FILENAME = "z-band-middle-all-dots-narrowsquare.csv"
csv_fields = ["dipole_mom", "dipole_loc", "dipole_freq", "low_success", "low_count", "medium_success", "medium_count", "high_success", "high_count"]
def get_uniform_sphere():
r = random.random()**.3333 * 10
a = random.uniform(-10, 10)
b = random.uniform(-10, 10)
c = random.uniform(-10, 10)
f = (a**2 + b**2 + c**2)**.5
return (a * r / f, b * r / f, c * r / f)
def get_pt():
return (get_uniform_sphere(), (random.uniform(-10, 10), random.uniform(-10, 10), random.uniform(3.5, 4.5)))
def get_a_result(discretisation, dots, index):
return (index, discretisation.solve_for_index(dots, index))
def main():
with open(FILENAME, "a", newline="") as outfile:
# csv fields
writer = csv.DictWriter(outfile, fieldnames=csv_fields, dialect='unix')
writer.writeheader()
for run in range(1, 501):
p_pts, s_pts = get_pt()
dipoles = OscillatingDipoleArrangement([OscillatingDipole(p_pts, s_pts, run)])
logging.info(f"gonna work on point {(p_pts, s_pts, run)}")
dot_inputs = list(itertools.chain.from_iterable(
(([-.25, .25, 0], f), ([-.25, -.25, 0], f), ([.25, -.25, 0], f), ([.25, .25, 0], f)) for f in numpy.arange(1, 10, 2)
))
dots = dipoles.get_dot_measurements(dot_inputs)
model_low = UnrestrictedModel(-10, 10, -10, 10, 2.5, 3.5, 1)
discretisation_low = UnrestrictedDiscretisation(model_low, 6, 6, 3, 5, 5, 5, 10)
model_medium = UnrestrictedModel(-10, 10, -10, 10, 3.5, 4.5, 1)
discretisation_medium = UnrestrictedDiscretisation(model_medium, 6, 6, 3, 5, 5, 5, 10)
model_high = UnrestrictedModel(-10, 10, -10, 10, 4.5, 5.5, 1)
discretisation_high = UnrestrictedDiscretisation(model_high, 6, 6, 3, 5, 5, 5, 10)
with multiprocessing.Pool(multiprocessing.cpu_count()-1 or 1) as pool:
results_low = pool.starmap(get_a_result, zip(itertools.repeat(discretisation_low), itertools.repeat(dots), discretisation_low.all_indices()))
with multiprocessing.Pool(multiprocessing.cpu_count()-1 or 1) as pool:
results_medium = pool.starmap(get_a_result, zip(itertools.repeat(discretisation_medium), itertools.repeat(dots), discretisation_medium.all_indices()))
with multiprocessing.Pool(multiprocessing.cpu_count()-1 or 1) as pool:
results_high = pool.starmap(get_a_result, zip(itertools.repeat(discretisation_high), itertools.repeat(dots), discretisation_high.all_indices()))
count_low = 0
success_low = 0
for idx, result in results_low:
count_low += 1
if result.success and result.cost <= 1e-10 and numpy.linalg.norm(result.x[0:3]) < 10:
answer = result.normalised_x
success_low += 1
else:
answer = None
count_medium = 0
success_medium = 0
for idx, result in results_medium:
count_medium += 1
if result.success and result.cost <= 1e-10 and numpy.linalg.norm(result.x[0:3]) < 10:
answer = result.normalised_x
success_medium += 1
else:
answer = None
count_high = 0
success_high = 0
for idx, result in results_high:
count_high += 1
if result.success and result.cost <= 1e-10 and numpy.linalg.norm(result.x[0:3]) < 10:
answer = result.normalised_x
success_high += 1
else:
answer = None
logging.info(f"Low : Out of {count_low} cells, {success_low} were successful")
logging.info(f"Medium: Out of {count_medium} cells, {success_medium} were successful")
logging.info(f"High : Out of {count_high} cells, {success_high} were successful")
with open(FILENAME, "a", newline='') as outfile:
writer = csv.DictWriter(outfile, fieldnames=csv_fields, dialect='unix')
writer.writerow({
"dipole_mom": p_pts,
"dipole_loc": s_pts,
"dipole_freq": run,
"low_success": success_low,
"high_success": success_high,
"medium_success": success_medium,
"low_count": count_low,
"medium_count": count_medium,
"high_count": count_high
})
if __name__ == "__main__":
logging.basicConfig(level=logging.INFO)
main()

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from pdme.model.unrestricted_model import UnrestrictedModel, UnrestrictedDiscretisation
from pdme.measurement import OscillatingDipole, OscillatingDipoleArrangement
import itertools
import logging
import multiprocessing
import numpy
import csv
import random
FILENAME = "z-band-middle-all-dots-widesquare-morepts.csv"
csv_fields = ["dipole_mom", "dipole_loc", "dipole_freq", "low_success", "low_count", "medium_success", "medium_count", "high_success", "high_count"]
def get_uniform_sphere():
r = random.random()**.3333 * 10
a = random.uniform(-10, 10)
b = random.uniform(-10, 10)
c = random.uniform(-10, 10)
f = (a**2 + b**2 + c**2)**.5
return (a * r / f, b * r / f, c * r / f)
def get_pt():
return (get_uniform_sphere(), (random.uniform(-10, 10), random.uniform(-10, 10), random.uniform(3.5, 4.5)))
def get_a_result(discretisation, dots, index):
return (index, discretisation.solve_for_index(dots, index))
def main():
with open(FILENAME, "a", newline="") as outfile:
# csv fields
writer = csv.DictWriter(outfile, fieldnames=csv_fields, dialect='unix')
writer.writeheader()
for run in range(1, 501):
p_pts, s_pts = get_pt()
dipoles = OscillatingDipoleArrangement([OscillatingDipole(p_pts, s_pts, run)])
logging.info(f"gonna work on point {(p_pts, s_pts, run)}")
dot_inputs = list(itertools.chain.from_iterable(
(([-2, 2, 0], f), ([-2, -2, 0], f), ([2, -2, 0], f), ([2, 2, 0], f)) for f in numpy.arange(1, 10, 2)
))
dots = dipoles.get_dot_measurements(dot_inputs)
model_low = UnrestrictedModel(-10, 10, -10, 10, 2.5, 3.5, 1)
discretisation_low = UnrestrictedDiscretisation(model_low, 6, 6, 3, 5, 5, 5, 10)
model_medium = UnrestrictedModel(-10, 10, -10, 10, 3.5, 4.5, 1)
discretisation_medium = UnrestrictedDiscretisation(model_medium, 6, 6, 3, 5, 5, 5, 10)
model_high = UnrestrictedModel(-10, 10, -10, 10, 4.5, 5.5, 1)
discretisation_high = UnrestrictedDiscretisation(model_high, 6, 6, 3, 5, 5, 5, 10)
with multiprocessing.Pool(multiprocessing.cpu_count()-1 or 1) as pool:
results_low = pool.starmap(get_a_result, zip(itertools.repeat(discretisation_low), itertools.repeat(dots), discretisation_low.all_indices()))
with multiprocessing.Pool(multiprocessing.cpu_count()-1 or 1) as pool:
results_medium = pool.starmap(get_a_result, zip(itertools.repeat(discretisation_medium), itertools.repeat(dots), discretisation_medium.all_indices()))
with multiprocessing.Pool(multiprocessing.cpu_count()-1 or 1) as pool:
results_high = pool.starmap(get_a_result, zip(itertools.repeat(discretisation_high), itertools.repeat(dots), discretisation_high.all_indices()))
count_low = 0
success_low = 0
for idx, result in results_low:
count_low += 1
if result.success and result.cost <= 1e-10 and numpy.linalg.norm(result.x[0:3]) < 10:
answer = result.normalised_x
success_low += 1
else:
answer = None
count_medium = 0
success_medium = 0
for idx, result in results_medium:
count_medium += 1
if result.success and result.cost <= 1e-10 and numpy.linalg.norm(result.x[0:3]) < 10:
answer = result.normalised_x
success_medium += 1
else:
answer = None
count_high = 0
success_high = 0
for idx, result in results_high:
count_high += 1
if result.success and result.cost <= 1e-10 and numpy.linalg.norm(result.x[0:3]) < 10:
answer = result.normalised_x
success_high += 1
else:
answer = None
logging.info(f"Low : Out of {count_low} cells, {success_low} were successful")
logging.info(f"Medium: Out of {count_medium} cells, {success_medium} were successful")
logging.info(f"High : Out of {count_high} cells, {success_high} were successful")
with open(FILENAME, "a", newline='') as outfile:
writer = csv.DictWriter(outfile, fieldnames=csv_fields, dialect='unix')
writer.writerow({
"dipole_mom": p_pts,
"dipole_loc": s_pts,
"dipole_freq": run,
"low_success": success_low,
"high_success": success_high,
"medium_success": success_medium,
"low_count": count_low,
"medium_count": count_medium,
"high_count": count_high
})
if __name__ == "__main__":
logging.basicConfig(level=logging.INFO)
main()

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from pdme.model.unrestricted_model import UnrestrictedModel, UnrestrictedDiscretisation
from pdme.measurement import OscillatingDipole, OscillatingDipoleArrangement
import itertools
import logging
import multiprocessing
import numpy
def get_a_result(discretisation, dots, index):
return (index, discretisation.solve_for_index(dots, index))
def main():
dipoles = OscillatingDipoleArrangement([OscillatingDipole((5.389527566844908, 4.997072803674042, -4.762077256152248), (3.2605114165938183, -3.886070609159507, 3.842556916841345), 10)])
dot_inputs = list(itertools.chain.from_iterable(
(([1, 2, 0], f), ([1, 1, 0], f), ([2, 1, 0], f), ([2, 2, 0], f)) for f in numpy.arange(1, 10, 2)
))
dots = dipoles.get_dot_measurements(dot_inputs)
model_low = UnrestrictedModel(-10, 10, -10, 10, 2.5, 3.5, 1)
discretisation_low = UnrestrictedDiscretisation(model_low, 6, 6, 3, 5, 5, 5, 10)
model_medium = UnrestrictedModel(-10, 10, -10, 10, 3.5, 4.5, 1)
discretisation_medium = UnrestrictedDiscretisation(model_medium, 6, 6, 3, 5, 5, 5, 10)
model_high = UnrestrictedModel(-10, 10, -10, 10, 4.5, 5.5, 1)
discretisation_high = UnrestrictedDiscretisation(model_high, 6, 6, 3, 5, 5, 5, 10)
with multiprocessing.Pool(multiprocessing.cpu_count()-1 or 1) as pool:
results_low = pool.starmap(get_a_result, zip(itertools.repeat(discretisation_low), itertools.repeat(dots), discretisation_low.all_indices()))
with multiprocessing.Pool(multiprocessing.cpu_count()-1 or 1) as pool:
results_medium = pool.starmap(get_a_result, zip(itertools.repeat(discretisation_medium), itertools.repeat(dots), discretisation_medium.all_indices()))
with multiprocessing.Pool(multiprocessing.cpu_count()-1 or 1) as pool:
results_high = pool.starmap(get_a_result, zip(itertools.repeat(discretisation_high), itertools.repeat(dots), discretisation_high.all_indices()))
count_low = 0
success_low = 0
for idx, result in results_low:
count_low += 1
if result.success and result.cost <= 1e-10 and numpy.linalg.norm(result.x[0:3]) < 10:
answer = result.normalised_x
success_low += 1
else:
answer = None
count_medium = 0
success_medium = 0
for idx, result in results_medium:
count_medium += 1
if result.success and result.cost <= 1e-10 and numpy.linalg.norm(result.x[0:3]) < 10:
answer = result.normalised_x
success_medium += 1
else:
answer = None
count_high = 0
success_high = 0
for idx, result in results_high:
count_high += 1
if result.success and result.cost <= 1e-10 and numpy.linalg.norm(result.x[0:3]) < 10:
answer = result.normalised_x
success_high += 1
else:
answer = None
logging.info(f"Low : Out of {count_low} cells, {success_low} were successful")
logging.info(f"Medium: Out of {count_medium} cells, {success_medium} were successful")
logging.info(f"High : Out of {count_high} cells, {success_high} were successful")
if __name__ == "__main__":
logging.basicConfig(level=logging.INFO)
main()

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from pdme.model.unrestricted_model import UnrestrictedModel, UnrestrictedDiscretisation
from pdme.measurement import OscillatingDipole, OscillatingDipoleArrangement
import itertools
import logging
import multiprocessing
import numpy
def get_a_result(discretisation, dots, index):
return (index, discretisation.solve_for_index(dots, index))
def main():
dipoles = OscillatingDipoleArrangement([OscillatingDipole((6.447362719052435, 4.477945136993354, 0.0339972811954361), (8.136525654773184, -2.566632803268325, 4.386070127058503), 2)])
dot_inputs = list(itertools.chain.from_iterable(
(([1, 2, 0], f), ([1, 1, 0], f), ([2, 1, 0], f), ([2, 2, 0], f)) for f in numpy.arange(1, 10, 2)
))
dots = dipoles.get_dot_measurements(dot_inputs)
model = UnrestrictedModel(-10, 10, -10, 10, 4.5, 5.5, 1)
discretisation = UnrestrictedDiscretisation(model, 6, 6, 3, 5, 5, 5, 10)
with multiprocessing.Pool(multiprocessing.cpu_count()-1 or 1) as pool:
results = pool.starmap(get_a_result, zip(itertools.repeat(discretisation), itertools.repeat(dots), discretisation.all_indices()))
count = 0
success = 0
for idx, result in results:
count += 1
if result.success and result.cost <= 1e-10 and numpy.linalg.norm(result.x[0:3]) < 10:
answer = result.normalised_x
success += 1
else:
answer = None
logging.debug(f"{idx} : {discretisation.bounds(idx)}")
logging.debug(f"{idx} : {answer}\n")
logging.info(len(results))
logging.info(f"Out of {count} cells, {success} were successful")
if __name__ == "__main__":
logging.basicConfig(level=logging.INFO)
main()

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from pdme.model.unrestricted_model import UnrestrictedModel, UnrestrictedDiscretisation
from pdme.measurement import OscillatingDipole, OscillatingDipoleArrangement
import itertools
import logging
import multiprocessing
import numpy
def get_a_result(discretisation, dots, index):
return (index, discretisation.solve_for_index(dots, index))
def main():
dipoles = OscillatingDipoleArrangement([OscillatingDipole((6.447362719052435, 4.477945136993354, 0.0339972811954361), (8.136525654773184, -2.566632803268325, 4.386070127058503), 2)])
dot_inputs = list(itertools.chain.from_iterable(
(([1, 2, 0], f), ([1, 1, 0], f), ([2, 1, 0], f), ([2, 2, 0], f)) for f in numpy.arange(1, 10, 2)
))
dots = dipoles.get_dot_measurements(dot_inputs)
model = UnrestrictedModel(-10, 10, -10, 10, 2.5, 3.5, 1)
discretisation = UnrestrictedDiscretisation(model, 6, 6, 3, 5, 5, 5, 10)
with multiprocessing.Pool(multiprocessing.cpu_count()-1 or 1) as pool:
results = pool.starmap(get_a_result, zip(itertools.repeat(discretisation), itertools.repeat(dots), discretisation.all_indices()))
count = 0
success = 0
for idx, result in results:
count += 1
if result.success and result.cost <= 1e-10 and numpy.linalg.norm(result.x[0:3]) < 10:
answer = result.normalised_x
success += 1
else:
answer = None
logging.debug(f"{idx} : {discretisation.bounds(idx)}")
logging.debug(f"{idx} : {answer}\n")
logging.info(len(results))
logging.info(f"Out of {count} cells, {success} were successful")
if __name__ == "__main__":
logging.basicConfig(level=logging.INFO)
main()

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from pdme.model.unrestricted_model import UnrestrictedModel, UnrestrictedDiscretisation
from pdme.measurement import OscillatingDipole, OscillatingDipoleArrangement
import itertools
import logging
import multiprocessing
import numpy
def get_a_result(discretisation, dots, index):
return (index, discretisation.solve_for_index(dots, index))
def main():
dipoles = OscillatingDipoleArrangement([OscillatingDipole((6.447362719052435, 4.477945136993354, 0.0339972811954361), (8.136525654773184, -2.566632803268325, 4.386070127058503), 2)])
dot_inputs = list(itertools.chain.from_iterable(
(([1, 2, 0], f), ([1, 1, 0], f), ([2, 1, 0], f), ([2, 2, 0], f)) for f in numpy.arange(1, 10, 2)
))
dots = dipoles.get_dot_measurements(dot_inputs)
model = UnrestrictedModel(-10, 10, -10, 10, 3.5, 4.5, 1)
discretisation = UnrestrictedDiscretisation(model, 6, 6, 3, 5, 5, 5, 10)
with multiprocessing.Pool(multiprocessing.cpu_count()-1 or 1) as pool:
results = pool.starmap(get_a_result, zip(itertools.repeat(discretisation), itertools.repeat(dots), discretisation.all_indices()))
count = 0
success = 0
for idx, result in results:
count += 1
if result.success and result.cost <= 1e-10 and numpy.linalg.norm(result.x[0:3]) < 10:
answer = result.normalised_x
success += 1
else:
answer = None
logging.debug(f"{idx} : {discretisation.bounds(idx)}")
logging.debug(f"{idx} : {answer}\n")
logging.info(len(results))
logging.info(f"Out of {count} cells, {success} were successful")
if __name__ == "__main__":
logging.basicConfig(level=logging.INFO)
main()

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@ -1,41 +0,0 @@
from pdme.model.unrestricted_model import UnrestrictedModel, UnrestrictedDiscretisation
from pdme.measurement import OscillatingDipole, OscillatingDipoleArrangement
import itertools
import logging
import multiprocessing
import numpy
def get_a_result(discretisation, dots, index):
return (index, discretisation.solve_for_index(dots, index))
def main():
dipoles = OscillatingDipoleArrangement([OscillatingDipole((-9.633241437342807, 7.419566823285379, 6.684101045036112), ( 3.3127514493893315, -0.4771975428520232, 3.5561989108656054), 5)])
dot_inputs = list(itertools.chain.from_iterable(
(([1, 2, 0], f), ([1, 1, 0], f), ([2, 1, 0], f), ([2, 2, 0], f)) for f in numpy.arange(1, 10, 2)
))
dots = dipoles.get_dot_measurements(dot_inputs)
model = UnrestrictedModel(-10, 10, -10, 10, 4.5, 5.5, 1)
discretisation = UnrestrictedDiscretisation(model, 6, 6, 3, 5, 5, 5, 10)
with multiprocessing.Pool(multiprocessing.cpu_count()-1 or 1) as pool:
results = pool.starmap(get_a_result, zip(itertools.repeat(discretisation), itertools.repeat(dots), discretisation.all_indices()))
count = 0
success = 0
for idx, result in results:
count += 1
if result.success and result.cost <= 1e-10 and numpy.linalg.norm(result.x[0:3]) < 10:
answer = result.normalised_x
success += 1
else:
answer = None
logging.debug(f"{idx} : {discretisation.bounds(idx)}")
logging.debug(f"{idx} : {answer}\n")
logging.info(len(results))
logging.info(f"Out of {count} cells, {success} were successful")
if __name__ == "__main__":
logging.basicConfig(level=logging.INFO)
main()

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@ -1,41 +0,0 @@
from pdme.model.unrestricted_model import UnrestrictedModel, UnrestrictedDiscretisation
from pdme.measurement import OscillatingDipole, OscillatingDipoleArrangement
import itertools
import logging
import multiprocessing
import numpy
def get_a_result(discretisation, dots, index):
return (index, discretisation.solve_for_index(dots, index))
def main():
dipoles = OscillatingDipoleArrangement([OscillatingDipole((-9.633241437342807, 7.419566823285379, 6.684101045036112), ( 3.3127514493893315, -0.4771975428520232, 3.5561989108656054), 5)])
dot_inputs = list(itertools.chain.from_iterable(
(([1, 2, 0], f), ([1, 1, 0], f), ([2, 1, 0], f), ([2, 2, 0], f)) for f in numpy.arange(1, 10, 2)
))
dots = dipoles.get_dot_measurements(dot_inputs)
model = UnrestrictedModel(-10, 10, -10, 10, 2.5, 3.5, 1)
discretisation = UnrestrictedDiscretisation(model, 6, 6, 3, 5, 5, 5, 10)
with multiprocessing.Pool(multiprocessing.cpu_count()-1 or 1) as pool:
results = pool.starmap(get_a_result, zip(itertools.repeat(discretisation), itertools.repeat(dots), discretisation.all_indices()))
count = 0
success = 0
for idx, result in results:
count += 1
if result.success and result.cost <= 1e-10 and numpy.linalg.norm(result.x[0:3]) < 10:
answer = result.normalised_x
success += 1
else:
answer = None
logging.debug(f"{idx} : {discretisation.bounds(idx)}")
logging.debug(f"{idx} : {answer}\n")
logging.info(len(results))
logging.info(f"Out of {count} cells, {success} were successful")
if __name__ == "__main__":
logging.basicConfig(level=logging.INFO)
main()

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@ -1,41 +0,0 @@
from pdme.model.unrestricted_model import UnrestrictedModel, UnrestrictedDiscretisation
from pdme.measurement import OscillatingDipole, OscillatingDipoleArrangement
import itertools
import logging
import multiprocessing
import numpy
def get_a_result(discretisation, dots, index):
return (index, discretisation.solve_for_index(dots, index))
def main():
dipoles = OscillatingDipoleArrangement([OscillatingDipole((-9.633241437342807, 7.419566823285379, 6.684101045036112), ( 3.3127514493893315, -0.4771975428520232, 3.5561989108656054), 5)])
dot_inputs = list(itertools.chain.from_iterable(
(([1, 2, 0], f), ([1, 1, 0], f), ([2, 1, 0], f), ([2, 2, 0], f)) for f in numpy.arange(1, 10, 2)
))
dots = dipoles.get_dot_measurements(dot_inputs)
model = UnrestrictedModel(-10, 10, -10, 10, 3.5, 4.5, 1)
discretisation = UnrestrictedDiscretisation(model, 6, 6, 3, 5, 5, 5, 10)
with multiprocessing.Pool(multiprocessing.cpu_count()-1 or 1) as pool:
results = pool.starmap(get_a_result, zip(itertools.repeat(discretisation), itertools.repeat(dots), discretisation.all_indices()))
count = 0
success = 0
for idx, result in results:
count += 1
if result.success and result.cost <= 1e-10 and numpy.linalg.norm(result.x[0:3]) < 10:
answer = result.normalised_x
success += 1
else:
answer = None
logging.debug(f"{idx} : {discretisation.bounds(idx)}")
logging.debug(f"{idx} : {answer}\n")
logging.info(len(results))
logging.info(f"Out of {count} cells, {success} were successful")
if __name__ == "__main__":
logging.basicConfig(level=logging.INFO)
main()

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@ -1,41 +0,0 @@
from pdme.model.unrestricted_model import UnrestrictedModel, UnrestrictedDiscretisation
from pdme.measurement import OscillatingDipole, OscillatingDipoleArrangement
import itertools
import logging
import multiprocessing
import numpy
def get_a_result(discretisation, dots, index):
return (index, discretisation.solve_for_index(dots, index))
def main():
dipoles = OscillatingDipoleArrangement([OscillatingDipole((-6.9343985214646615, -5.204225242506066, -3.8719674540321902), (2.7488105647460674, -0.12340234473323619, 3.6808857954745746), 4)])
dot_inputs = list(itertools.chain.from_iterable(
(([1, 2, 0], f), ([1, 1, 0], f), ([2, 1, 0], f), ([2, 2, 0], f)) for f in numpy.arange(1, 10, 2)
))
dots = dipoles.get_dot_measurements(dot_inputs)
model = UnrestrictedModel(-10, 10, -10, 10, 4.5, 5.5, 1)
discretisation = UnrestrictedDiscretisation(model, 6, 6, 3, 5, 5, 5, 10)
with multiprocessing.Pool(multiprocessing.cpu_count()-1 or 1) as pool:
results = pool.starmap(get_a_result, zip(itertools.repeat(discretisation), itertools.repeat(dots), discretisation.all_indices()))
count = 0
success = 0
for idx, result in results:
count += 1
if result.success and result.cost <= 1e-10 and numpy.linalg.norm(result.x[0:3]) < 10:
answer = result.normalised_x
success += 1
else:
answer = None
logging.debug(f"{idx} : {discretisation.bounds(idx)}")
logging.debug(f"{idx} : {answer}\n")
logging.info(len(results))
logging.info(f"Out of {count} cells, {success} were successful")
if __name__ == "__main__":
logging.basicConfig(level=logging.INFO)
main()

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from pdme.model.unrestricted_model import UnrestrictedModel, UnrestrictedDiscretisation
from pdme.measurement import OscillatingDipole, OscillatingDipoleArrangement
import itertools
import logging
import multiprocessing
import numpy
def get_a_result(discretisation, dots, index):
return (index, discretisation.solve_for_index(dots, index))
def main():
dipoles = OscillatingDipoleArrangement([OscillatingDipole((-6.9343985214646615, -5.204225242506066, -3.8719674540321902), (2.7488105647460674, -0.12340234473323619, 3.6808857954745746), 4)])
dot_inputs = list(itertools.chain.from_iterable(
(([1, 2, 0], f), ([1, 1, 0], f), ([2, 1, 0], f), ([2, 2, 0], f)) for f in numpy.arange(1, 10, 2)
))
dots = dipoles.get_dot_measurements(dot_inputs)
model = UnrestrictedModel(-10, 10, -10, 10, 2.5, 3.5, 1)
discretisation = UnrestrictedDiscretisation(model, 6, 6, 3, 5, 5, 5, 10)
with multiprocessing.Pool(multiprocessing.cpu_count()-1 or 1) as pool:
results = pool.starmap(get_a_result, zip(itertools.repeat(discretisation), itertools.repeat(dots), discretisation.all_indices()))
count = 0
success = 0
for idx, result in results:
count += 1
if result.success and result.cost <= 1e-10 and numpy.linalg.norm(result.x[0:3]) < 10:
answer = result.normalised_x
success += 1
else:
answer = None
logging.debug(f"{idx} : {discretisation.bounds(idx)}")
logging.debug(f"{idx} : {answer}\n")
logging.info(len(results))
logging.info(f"Out of {count} cells, {success} were successful")
if __name__ == "__main__":
logging.basicConfig(level=logging.INFO)
main()

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from pdme.model.unrestricted_model import UnrestrictedModel, UnrestrictedDiscretisation
from pdme.measurement import OscillatingDipole, OscillatingDipoleArrangement
import itertools
import logging
import multiprocessing
import numpy
def get_a_result(discretisation, dots, index):
return (index, discretisation.solve_for_index(dots, index))
def main():
dipoles = OscillatingDipoleArrangement([OscillatingDipole((-6.9343985214646615, -5.204225242506066, -3.8719674540321902), (2.7488105647460674, -0.12340234473323619, 3.6808857954745746), 4)])
dot_inputs = list(itertools.chain.from_iterable(
(([1, 2, 0], f), ([1, 1, 0], f), ([2, 1, 0], f), ([2, 2, 0], f)) for f in numpy.arange(1, 10, 2)
))
dots = dipoles.get_dot_measurements(dot_inputs)
model = UnrestrictedModel(-10, 10, -10, 10, 3.5, 4.5, 1)
discretisation = UnrestrictedDiscretisation(model, 6, 6, 3, 5, 5, 5, 10)
with multiprocessing.Pool(multiprocessing.cpu_count()-1 or 1) as pool:
results = pool.starmap(get_a_result, zip(itertools.repeat(discretisation), itertools.repeat(dots), discretisation.all_indices()))
count = 0
success = 0
for idx, result in results:
count += 1
if result.success and result.cost <= 1e-10 and numpy.linalg.norm(result.x[0:3]) < 10:
answer = result.normalised_x
success += 1
else:
answer = None
logging.debug(f"{idx} : {discretisation.bounds(idx)}")
logging.debug(f"{idx} : {answer}\n")
logging.info(len(results))
logging.info(f"Out of {count} cells, {success} were successful")
if __name__ == "__main__":
logging.basicConfig(level=logging.INFO)
main()

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from pdme.model.unrestricted_model import UnrestrictedModel, UnrestrictedDiscretisation
from pdme.measurement import OscillatingDipole, OscillatingDipoleArrangement
import itertools
import logging
import multiprocessing
import numpy
def get_a_result(discretisation, dots, index):
return (index, discretisation.solve_for_index(dots, index))
def main():
dipoles = OscillatingDipoleArrangement([OscillatingDipole((-7.098352129713321, -4.234283347573212, 5.518928882030382), (1.2260191021210538, -7.338410702914777, 3.83415931272648), 5)])
dot_inputs = list(itertools.chain.from_iterable(
(([1, 2, 0], f), ([1, 1, 0], f), ([2, 1, 0], f), ([2, 2, 0], f)) for f in numpy.arange(1, 10, 2)
))
dots = dipoles.get_dot_measurements(dot_inputs)
model = UnrestrictedModel(-10, 10, -10, 10, 4.5, 5.5, 1)
discretisation = UnrestrictedDiscretisation(model, 6, 6, 3, 5, 5, 5, 10)
with multiprocessing.Pool(multiprocessing.cpu_count()-1 or 1) as pool:
results = pool.starmap(get_a_result, zip(itertools.repeat(discretisation), itertools.repeat(dots), discretisation.all_indices()))
count = 0
success = 0
for idx, result in results:
count += 1
if result.success and result.cost <= 1e-10 and numpy.linalg.norm(result.x[0:3]) < 10:
answer = result.normalised_x
success += 1
else:
answer = None
logging.debug(f"{idx} : {discretisation.bounds(idx)}")
logging.debug(f"{idx} : {answer}\n")
logging.info(len(results))
logging.info(f"Out of {count} cells, {success} were successful")
if __name__ == "__main__":
logging.basicConfig(level=logging.INFO)
main()

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from pdme.model.unrestricted_model import UnrestrictedModel, UnrestrictedDiscretisation
from pdme.measurement import OscillatingDipole, OscillatingDipoleArrangement
import itertools
import logging
import multiprocessing
import numpy
def get_a_result(discretisation, dots, index):
return (index, discretisation.solve_for_index(dots, index))
def main():
dipoles = OscillatingDipoleArrangement([OscillatingDipole((-7.098352129713321, -4.234283347573212, 5.518928882030382), (1.2260191021210538, -7.338410702914777, 3.83415931272648), 5)])
dot_inputs = list(itertools.chain.from_iterable(
(([1, 2, 0], f), ([1, 1, 0], f), ([2, 1, 0], f), ([2, 2, 0], f)) for f in numpy.arange(1, 10, 2)
))
dots = dipoles.get_dot_measurements(dot_inputs)
model = UnrestrictedModel(-10, 10, -10, 10, 2.5, 3.5, 1)
discretisation = UnrestrictedDiscretisation(model, 6, 6, 3, 5, 5, 5, 10)
with multiprocessing.Pool(multiprocessing.cpu_count()-1 or 1) as pool:
results = pool.starmap(get_a_result, zip(itertools.repeat(discretisation), itertools.repeat(dots), discretisation.all_indices()))
count = 0
success = 0
for idx, result in results:
count += 1
if result.success and result.cost <= 1e-10 and numpy.linalg.norm(result.x[0:3]) < 10:
answer = result.normalised_x
success += 1
else:
answer = None
logging.debug(f"{idx} : {discretisation.bounds(idx)}")
logging.debug(f"{idx} : {answer}\n")
logging.info(len(results))
logging.info(f"Out of {count} cells, {success} were successful")
if __name__ == "__main__":
logging.basicConfig(level=logging.INFO)
main()

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from pdme.model.unrestricted_model import UnrestrictedModel, UnrestrictedDiscretisation
from pdme.measurement import OscillatingDipole, OscillatingDipoleArrangement
import itertools
import logging
import multiprocessing
import numpy
def get_a_result(discretisation, dots, index):
return (index, discretisation.solve_for_index(dots, index))
def main():
dipoles = OscillatingDipoleArrangement([OscillatingDipole((-7.098352129713321, -4.234283347573212, 5.518928882030382), (1.2260191021210538, -7.338410702914777, 3.83415931272648), 5)])
dot_inputs = list(itertools.chain.from_iterable(
(([1, 2, 0], f), ([1, 1, 0], f), ([2, 1, 0], f), ([2, 2, 0], f)) for f in numpy.arange(1, 10, 2)
))
dots = dipoles.get_dot_measurements(dot_inputs)
model = UnrestrictedModel(-10, 10, -10, 10, 3.5, 4.5, 1)
discretisation = UnrestrictedDiscretisation(model, 6, 6, 3, 5, 5, 5, 10)
with multiprocessing.Pool(multiprocessing.cpu_count()-1 or 1) as pool:
results = pool.starmap(get_a_result, zip(itertools.repeat(discretisation), itertools.repeat(dots), discretisation.all_indices()))
count = 0
success = 0
for idx, result in results:
count += 1
if result.success and result.cost <= 1e-10 and numpy.linalg.norm(result.x[0:3]) < 10:
answer = result.normalised_x
success += 1
else:
answer = None
logging.debug(f"{idx} : {discretisation.bounds(idx)}")
logging.debug(f"{idx} : {answer}\n")
logging.info(len(results))
logging.info(f"Out of {count} cells, {success} were successful")
if __name__ == "__main__":
logging.basicConfig(level=logging.INFO)
main()

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from pdme.model.unrestricted_model import UnrestrictedModel, UnrestrictedDiscretisation
from pdme.measurement import OscillatingDipole, OscillatingDipoleArrangement
import itertools
import logging
import multiprocessing
import numpy
def get_a_result(discretisation, dots, index):
return (index, discretisation.solve_for_index(dots, index))
def main():
dipoles = OscillatingDipoleArrangement([OscillatingDipole((-0.184772459487974, -5.408149759441951, 7.1877726347903454), (-4.629467853322026, -5.4309905972000045, 3.566486068367097), 6)])
dot_inputs = list(itertools.chain.from_iterable(
(([1, 2, 0], f), ([1, 1, 0], f), ([2, 1, 0], f), ([2, 2, 0], f)) for f in numpy.arange(1, 10, 2)
))
dots = dipoles.get_dot_measurements(dot_inputs)
model = UnrestrictedModel(-10, 10, -10, 10, 4.5, 5.5, 1)
discretisation = UnrestrictedDiscretisation(model, 6, 6, 3, 5, 5, 5, 10)
with multiprocessing.Pool(multiprocessing.cpu_count()-1 or 1) as pool:
results = pool.starmap(get_a_result, zip(itertools.repeat(discretisation), itertools.repeat(dots), discretisation.all_indices()))
count = 0
success = 0
for idx, result in results:
count += 1
if result.success and result.cost <= 1e-10 and numpy.linalg.norm(result.x[0:3]) < 10:
answer = result.normalised_x
success += 1
else:
answer = None
logging.debug(f"{idx} : {discretisation.bounds(idx)}")
logging.debug(f"{idx} : {answer}\n")
logging.info(len(results))
logging.info(f"Out of {count} cells, {success} were successful")
if __name__ == "__main__":
logging.basicConfig(level=logging.INFO)
main()

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from pdme.model.unrestricted_model import UnrestrictedModel, UnrestrictedDiscretisation
from pdme.measurement import OscillatingDipole, OscillatingDipoleArrangement
import itertools
import logging
import multiprocessing
import numpy
def get_a_result(discretisation, dots, index):
return (index, discretisation.solve_for_index(dots, index))
def main():
dipoles = OscillatingDipoleArrangement([OscillatingDipole((-0.184772459487974, -5.408149759441951, 7.1877726347903454), (-4.629467853322026, -5.4309905972000045, 3.566486068367097), 6)])
dot_inputs = list(itertools.chain.from_iterable(
(([1, 2, 0], f), ([1, 1, 0], f), ([2, 1, 0], f), ([2, 2, 0], f)) for f in numpy.arange(1, 10, 2)
))
dots = dipoles.get_dot_measurements(dot_inputs)
model = UnrestrictedModel(-10, 10, -10, 10, 2.5, 3.5, 1)
discretisation = UnrestrictedDiscretisation(model, 6, 6, 3, 5, 5, 5, 10)
with multiprocessing.Pool(multiprocessing.cpu_count()-1 or 1) as pool:
results = pool.starmap(get_a_result, zip(itertools.repeat(discretisation), itertools.repeat(dots), discretisation.all_indices()))
count = 0
success = 0
for idx, result in results:
count += 1
if result.success and result.cost <= 1e-10 and numpy.linalg.norm(result.x[0:3]) < 10:
answer = result.normalised_x
success += 1
else:
answer = None
logging.debug(f"{idx} : {discretisation.bounds(idx)}")
logging.debug(f"{idx} : {answer}\n")
logging.info(len(results))
logging.info(f"Out of {count} cells, {success} were successful")
if __name__ == "__main__":
logging.basicConfig(level=logging.INFO)
main()

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from pdme.model.unrestricted_model import UnrestrictedModel, UnrestrictedDiscretisation
from pdme.measurement import OscillatingDipole, OscillatingDipoleArrangement
import itertools
import logging
import multiprocessing
import numpy
def get_a_result(discretisation, dots, index):
return (index, discretisation.solve_for_index(dots, index))
def main():
dipoles = OscillatingDipoleArrangement([OscillatingDipole((-0.184772459487974, -5.408149759441951, 7.1877726347903454), (-4.629467853322026, -5.4309905972000045, 3.566486068367097), 6)])
dot_inputs = list(itertools.chain.from_iterable(
(([1, 2, 0], f), ([1, 1, 0], f), ([2, 1, 0], f), ([2, 2, 0], f)) for f in numpy.arange(1, 10, 2)
))
dots = dipoles.get_dot_measurements(dot_inputs)
model = UnrestrictedModel(-10, 10, -10, 10, 3.5, 4.5, 1)
discretisation = UnrestrictedDiscretisation(model, 6, 6, 3, 5, 5, 5, 10)
with multiprocessing.Pool(multiprocessing.cpu_count()-1 or 1) as pool:
results = pool.starmap(get_a_result, zip(itertools.repeat(discretisation), itertools.repeat(dots), discretisation.all_indices()))
count = 0
success = 0
for idx, result in results:
count += 1
if result.success and result.cost <= 1e-10 and numpy.linalg.norm(result.x[0:3]) < 10:
answer = result.normalised_x
success += 1
else:
answer = None
logging.debug(f"{idx} : {discretisation.bounds(idx)}")
logging.debug(f"{idx} : {answer}\n")
logging.info(len(results))
logging.info(f"Out of {count} cells, {success} were successful")
if __name__ == "__main__":
logging.basicConfig(level=logging.INFO)
main()

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from pdme.model.unrestricted_model import UnrestrictedModel, UnrestrictedDiscretisation
from pdme.measurement import OscillatingDipole, OscillatingDipoleArrangement
import itertools
import logging
import multiprocessing
import numpy
def get_a_result(discretisation, dots, index):
return (index, discretisation.solve_for_index(dots, index))
def main():
dipoles = OscillatingDipoleArrangement([OscillatingDipole((3.2068945146892367, 2.3350748525972542, -4.184019701963916), (7.442850970594279, 0.2756215916565079, 4.254556180048695), 8)])
dot_inputs = list(itertools.chain.from_iterable(
(([1, 2, 0], f), ([1, 1, 0], f), ([2, 1, 0], f), ([2, 2, 0], f)) for f in numpy.arange(1, 10, 2)
))
dots = dipoles.get_dot_measurements(dot_inputs)
model_low = UnrestrictedModel(-10, 10, -10, 10, 2.5, 3.5, 1)
discretisation_low = UnrestrictedDiscretisation(model_low, 6, 6, 3, 5, 5, 5, 10)
model_medium = UnrestrictedModel(-10, 10, -10, 10, 3.5, 4.5, 1)
discretisation_medium = UnrestrictedDiscretisation(model_medium, 6, 6, 3, 5, 5, 5, 10)
model_high = UnrestrictedModel(-10, 10, -10, 10, 4.5, 5.5, 1)
discretisation_high = UnrestrictedDiscretisation(model_high, 6, 6, 3, 5, 5, 5, 10)
with multiprocessing.Pool(multiprocessing.cpu_count()-1 or 1) as pool:
results_low = pool.starmap(get_a_result, zip(itertools.repeat(discretisation_low), itertools.repeat(dots), discretisation_low.all_indices()))
with multiprocessing.Pool(multiprocessing.cpu_count()-1 or 1) as pool:
results_medium = pool.starmap(get_a_result, zip(itertools.repeat(discretisation_medium), itertools.repeat(dots), discretisation_medium.all_indices()))
with multiprocessing.Pool(multiprocessing.cpu_count()-1 or 1) as pool:
results_high = pool.starmap(get_a_result, zip(itertools.repeat(discretisation_high), itertools.repeat(dots), discretisation_high.all_indices()))
count_low = 0
success_low = 0
for idx, result in results_low:
count_low += 1
if result.success and result.cost <= 1e-10 and numpy.linalg.norm(result.x[0:3]) < 10:
answer = result.normalised_x
success_low += 1
else:
answer = None
count_medium = 0
success_medium = 0
for idx, result in results_medium:
count_medium += 1
if result.success and result.cost <= 1e-10 and numpy.linalg.norm(result.x[0:3]) < 10:
answer = result.normalised_x
success_medium += 1
else:
answer = None
count_high = 0
success_high = 0
for idx, result in results_high:
count_high += 1
if result.success and result.cost <= 1e-10 and numpy.linalg.norm(result.x[0:3]) < 10:
answer = result.normalised_x
success_high += 1
else:
answer = None
logging.info(f"Low : Out of {count_low} cells, {success_low} were successful")
logging.info(f"Medium: Out of {count_medium} cells, {success_medium} were successful")
logging.info(f"High : Out of {count_high} cells, {success_high} were successful")
if __name__ == "__main__":
logging.basicConfig(level=logging.INFO)
main()

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from pdme.model.unrestricted_model import UnrestrictedModel, UnrestrictedDiscretisation
from pdme.measurement import OscillatingDipole, OscillatingDipoleArrangement
import itertools
import logging
import multiprocessing
import numpy
def get_a_result(discretisation, dots, index):
return (index, discretisation.solve_for_index(dots, index))
def main():
dipoles = OscillatingDipoleArrangement([OscillatingDipole((0.9602915510740146, -4.026029745743671, -9.049015619049385), (8.414994532717355, -4.618786432010118, 4.124722380672804), 7)])
dot_inputs = list(itertools.chain.from_iterable(
(([1, 2, 0], f), ([1, 1, 0], f), ([2, 1, 0], f), ([2, 2, 0], f)) for f in numpy.arange(1, 10, 2)
))
dots = dipoles.get_dot_measurements(dot_inputs)
model_low = UnrestrictedModel(-10, 10, -10, 10, 2.5, 3.5, 1)
discretisation_low = UnrestrictedDiscretisation(model_low, 6, 6, 3, 5, 5, 5, 10)
model_medium = UnrestrictedModel(-10, 10, -10, 10, 3.5, 4.5, 1)
discretisation_medium = UnrestrictedDiscretisation(model_medium, 6, 6, 3, 5, 5, 5, 10)
model_high = UnrestrictedModel(-10, 10, -10, 10, 4.5, 5.5, 1)
discretisation_high = UnrestrictedDiscretisation(model_high, 6, 6, 3, 5, 5, 5, 10)
with multiprocessing.Pool(multiprocessing.cpu_count()-1 or 1) as pool:
results_low = pool.starmap(get_a_result, zip(itertools.repeat(discretisation_low), itertools.repeat(dots), discretisation_low.all_indices()))
with multiprocessing.Pool(multiprocessing.cpu_count()-1 or 1) as pool:
results_medium = pool.starmap(get_a_result, zip(itertools.repeat(discretisation_medium), itertools.repeat(dots), discretisation_medium.all_indices()))
with multiprocessing.Pool(multiprocessing.cpu_count()-1 or 1) as pool:
results_high = pool.starmap(get_a_result, zip(itertools.repeat(discretisation_high), itertools.repeat(dots), discretisation_high.all_indices()))
count_low = 0
success_low = 0
for idx, result in results_low:
count_low += 1
if result.success and result.cost <= 1e-10 and numpy.linalg.norm(result.x[0:3]) < 10:
answer = result.normalised_x
success_low += 1
else:
answer = None
count_medium = 0
success_medium = 0
for idx, result in results_medium:
count_medium += 1
if result.success and result.cost <= 1e-10 and numpy.linalg.norm(result.x[0:3]) < 10:
answer = result.normalised_x
success_medium += 1
else:
answer = None
count_high = 0
success_high = 0
for idx, result in results_high:
count_high += 1
if result.success and result.cost <= 1e-10 and numpy.linalg.norm(result.x[0:3]) < 10:
answer = result.normalised_x
success_high += 1
else:
answer = None
logging.info(f"Low : Out of {count_low} cells, {success_low} were successful")
logging.info(f"Medium: Out of {count_medium} cells, {success_medium} were successful")
logging.info(f"High : Out of {count_high} cells, {success_high} were successful")
if __name__ == "__main__":
logging.basicConfig(level=logging.INFO)
main()

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from pdme.model.unrestricted_model import UnrestrictedModel, UnrestrictedDiscretisation
from pdme.measurement import OscillatingDipole, OscillatingDipoleArrangement
import itertools
import logging
import multiprocessing
import numpy
def get_a_result(discretisation, dots, index):
return (index, discretisation.solve_for_index(dots, index))
def main():
dipoles = OscillatingDipoleArrangement([OscillatingDipole((0.4767791692005509, -1.6250821005525826, 1.098272356895314), (8.619479980282332, -0.43106193700215734, 4.249421193225715), 9)])
dot_inputs = list(itertools.chain.from_iterable(
(([1, 2, 0], f), ([1, 1, 0], f), ([2, 1, 0], f), ([2, 2, 0], f)) for f in numpy.arange(1, 10, 2)
))
dots = dipoles.get_dot_measurements(dot_inputs)
model_low = UnrestrictedModel(-10, 10, -10, 10, 2.5, 3.5, 1)
discretisation_low = UnrestrictedDiscretisation(model_low, 6, 6, 3, 5, 5, 5, 10)
model_medium = UnrestrictedModel(-10, 10, -10, 10, 3.5, 4.5, 1)
discretisation_medium = UnrestrictedDiscretisation(model_medium, 6, 6, 3, 5, 5, 5, 10)
model_high = UnrestrictedModel(-10, 10, -10, 10, 4.5, 5.5, 1)
discretisation_high = UnrestrictedDiscretisation(model_high, 6, 6, 3, 5, 5, 5, 10)
with multiprocessing.Pool(multiprocessing.cpu_count()-1 or 1) as pool:
results_low = pool.starmap(get_a_result, zip(itertools.repeat(discretisation_low), itertools.repeat(dots), discretisation_low.all_indices()))
with multiprocessing.Pool(multiprocessing.cpu_count()-1 or 1) as pool:
results_medium = pool.starmap(get_a_result, zip(itertools.repeat(discretisation_medium), itertools.repeat(dots), discretisation_medium.all_indices()))
with multiprocessing.Pool(multiprocessing.cpu_count()-1 or 1) as pool:
results_high = pool.starmap(get_a_result, zip(itertools.repeat(discretisation_high), itertools.repeat(dots), discretisation_high.all_indices()))
count_low = 0
success_low = 0
for idx, result in results_low:
count_low += 1
if result.success and result.cost <= 1e-10 and numpy.linalg.norm(result.x[0:3]) < 10:
answer = result.normalised_x
success_low += 1
else:
answer = None
count_medium = 0
success_medium = 0
for idx, result in results_medium:
count_medium += 1
if result.success and result.cost <= 1e-10 and numpy.linalg.norm(result.x[0:3]) < 10:
answer = result.normalised_x
success_medium += 1
else:
answer = None
count_high = 0
success_high = 0
for idx, result in results_high:
count_high += 1
if result.success and result.cost <= 1e-10 and numpy.linalg.norm(result.x[0:3]) < 10:
answer = result.normalised_x
success_high += 1
else:
answer = None
logging.info(f"Low : Out of {count_low} cells, {success_low} were successful")
logging.info(f"Medium: Out of {count_medium} cells, {success_medium} were successful")
logging.info(f"High : Out of {count_high} cells, {success_high} were successful")
if __name__ == "__main__":
logging.basicConfig(level=logging.INFO)
main()

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@ -1,21 +0,0 @@
import random
import logging
def get_uniform_sphere():
r = random.random()**.3333 * 10
a = random.uniform(-10, 10)
b = random.uniform(-10, 10)
c = random.uniform(-10, 10)
f = (a**2 + b**2 + c**2)**.5
return (a * r / f, b * r / f, c * r / f)
def get_pt():
return (get_uniform_sphere(), (random.uniform(-10, 10), random.uniform(-10, 10), random.uniform(3.5, 4.5)))
def main():
logging.info(get_pt())
if __name__ == "__main__":
logging.basicConfig(level=logging.INFO)
main()

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from pdme.model.unrestricted_model import UnrestrictedModel, UnrestrictedDiscretisation
from pdme.measurement import OscillatingDipole, OscillatingDipoleArrangement
import itertools
import logging
import multiprocessing
import numpy
def get_a_result(discretisation, dots, index):
return (index, discretisation.solve_for_index(dots, index))
def main():
dipoles = OscillatingDipoleArrangement([OscillatingDipole((0, 0, 2), (1, 2, 4), 1)])
dot_inputs = list(itertools.chain.from_iterable(
(([1, 2, 0], f), ([1, 1, 0], f), ([2, 1, 0], f), ([2, 2, 0], f)) for f in numpy.arange(1, 10, 2)
))
dots = dipoles.get_dot_measurements(dot_inputs)
model = UnrestrictedModel(-10, 10, -10, 10, 4.5, 5.5, 1)
discretisation = UnrestrictedDiscretisation(model, 6, 6, 3, 5, 5, 5, 10)
with multiprocessing.Pool(multiprocessing.cpu_count()-1 or 1) as pool:
results = pool.starmap(get_a_result, zip(itertools.repeat(discretisation), itertools.repeat(dots), discretisation.all_indices()))
count = 0
success = 0
for idx, result in results:
count += 1
if result.success and result.cost <= 1e-10 and numpy.linalg.norm(result.x[0:3]) < 10:
answer = result.normalised_x
success += 1
else:
answer = None
logging.debug(f"{idx} : {discretisation.bounds(idx)}")
logging.debug(f"{idx} : {answer}\n")
logging.info(len(results))
logging.info(f"Out of {count} cells, {success} were successful")
if __name__ == "__main__":
logging.basicConfig(level=logging.INFO)
main()

View File

@ -1,41 +0,0 @@
from pdme.model.unrestricted_model import UnrestrictedModel, UnrestrictedDiscretisation
from pdme.measurement import OscillatingDipole, OscillatingDipoleArrangement
import itertools
import logging
import multiprocessing
import numpy
def get_a_result(discretisation, dots, index):
return (index, discretisation.solve_for_index(dots, index))
def main():
dipoles = OscillatingDipoleArrangement([OscillatingDipole((0, 0, 2), (1, 2, 4), 1)])
dot_inputs = list(itertools.chain.from_iterable(
(([1, 2, 0], f), ([1, 1, 0], f), ([2, 1, 0], f), ([2, 2, 0], f)) for f in numpy.arange(1, 10, 2)
))
dots = dipoles.get_dot_measurements(dot_inputs)
model = UnrestrictedModel(-10, 10, -10, 10, 2.5, 3.5, 1)
discretisation = UnrestrictedDiscretisation(model, 6, 6, 3, 5, 5, 5, 10)
with multiprocessing.Pool(multiprocessing.cpu_count()-1 or 1) as pool:
results = pool.starmap(get_a_result, zip(itertools.repeat(discretisation), itertools.repeat(dots), discretisation.all_indices()))
count = 0
success = 0
for idx, result in results:
count += 1
if result.success and result.cost <= 1e-10 and numpy.linalg.norm(result.x[0:3]) < 10:
answer = result.normalised_x
success += 1
else:
answer = None
logging.debug(f"{idx} : {discretisation.bounds(idx)}")
logging.debug(f"{idx} : {answer}\n")
logging.info(len(results))
logging.info(f"Out of {count} cells, {success} were successful")
if __name__ == "__main__":
logging.basicConfig(level=logging.INFO)
main()

View File

@ -1,41 +0,0 @@
from pdme.model.unrestricted_model import UnrestrictedModel, UnrestrictedDiscretisation
from pdme.measurement import OscillatingDipole, OscillatingDipoleArrangement
import itertools
import logging
import multiprocessing
import numpy
def get_a_result(discretisation, dots, index):
return (index, discretisation.solve_for_index(dots, index))
def main():
dipoles = OscillatingDipoleArrangement([OscillatingDipole((0, 0, 2), (1, 2, 4), 1)])
dot_inputs = list(itertools.chain.from_iterable(
(([1, 2, 0], f), ([1, 1, 0], f), ([2, 1, 0], f), ([2, 2, 0], f)) for f in numpy.arange(1, 10, 2)
))
dots = dipoles.get_dot_measurements(dot_inputs)
model = UnrestrictedModel(-10, 10, -10, 10, 3.5, 4.5, 1)
discretisation = UnrestrictedDiscretisation(model, 6, 6, 3, 5, 5, 5, 10)
with multiprocessing.Pool(multiprocessing.cpu_count()-1 or 1) as pool:
results = pool.starmap(get_a_result, zip(itertools.repeat(discretisation), itertools.repeat(dots), discretisation.all_indices()))
count = 0
success = 0
for idx, result in results:
count += 1
if result.success and result.cost <= 1e-10 and numpy.linalg.norm(result.x[0:3]) < 10:
answer = result.normalised_x
success += 1
else:
answer = None
logging.debug(f"{idx} : {discretisation.bounds(idx)}")
logging.debug(f"{idx} : {answer}\n")
logging.info(len(results))
logging.info(f"Out of {count} cells, {success} were successful")
if __name__ == "__main__":
logging.basicConfig(level=logging.INFO)
main()

334
temp.csv
View File

@ -1,334 +0,0 @@
"dipole_mom","dipole_loc","dipole_freq","low_success","low_count","medium_success","medium_count","high_success","high_count"
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"(6.097480052417524, -0.32902816100857507, -0.918813887694256)","(4.4654588123306915, -8.842784420804545, 3.627792274681396)","271","7181","13500","7237","13500","7150","13500"
"(-6.578744816740139, 0.39828131014480145, -4.3688384999745224)","(-2.522843538173989, 0.9950700488200575, 4.092225760149776)","272","695","13500","724","13500","597","13500"
"(4.760166386249342, 6.586494261070951, -4.576535210793576)","(-2.4535866555927432, -9.782503388923384, 3.9688250291599987)","273","784","13500","886","13500","1020","13500"
"(-4.694741455622423, -2.8677172209785993, 1.3545410989921032)","(-2.0905244042906457, -4.153950659586969, 3.974185629624138)","274","562","13500","626","13500","692","13500"
"(2.6747255417862386, 4.518804290298787, 3.418037053741071)","(2.886254321515139, 5.434363544952577, 3.7458482147785617)","275","666","13500","659","13500","588","13500"
"(-0.9312622249998874, -1.0551992474714205, 0.1418525978658586)","(3.4971592444553927, -6.966760178196054, 3.5950502496116736)","276","7130","13500","7154","13500","7160","13500"
"(-3.6241213456648382, -8.678647233484204, 0.14307598278602487)","(5.150553907565634, -3.31126987854854, 4.448941639778042)","277","2966","13500","2610","13500","2323","13500"
"(-5.105513143934975, -4.667100013682883, -5.354940414011759)","(-8.495280630514817, -7.525915871464354, 3.965616454185019)","278","7618","13500","7788","13500","7727","13500"
"(0.20255580646760743, 3.3225426891053282, -8.311275169240627)","(-6.051216730612623, -3.2588141183547847, 4.344577980906002)","279","710","13500","747","13500","662","13500"
"(0.8959545948620398, -0.8413137946035655, -0.8028258067566533)","(-2.2001441463028133, -6.250040561148729, 3.6684619034939647)","280","7575","13500","7389","13500","7471","13500"
"(0.29589605129208796, -6.203449044820406, 7.349457947516891)","(-9.431692114997858, -5.476060821578832, 4.388822633083711)","281","7380","13500","7421","13500","7253","13500"
"(6.7713645492975925, -0.5427332810773952, 2.375497180309798)","(-8.243100381763139, 7.748793195355336, 4.320214619576609)","282","7408","13500","7457","13500","7482","13500"
"(-7.920377923443096, -3.737260412634002, 2.891364691966941)","(7.128457960702008, -3.544037195222291, 3.661775359758502)","283","852","13500","884","13500","968","13500"
"(-4.660624999097836, 0.13757352852141116, 2.6827151748443088)","(0.2794096543354847, 3.8925876284048684, 3.504571917140828)","284","508","13500","479","13500","502","13500"
"(-2.0784021538888706, -5.220275475578642, -6.0502029383694875)","(-8.711511118945012, -1.2038134739208477, 4.169543710746331)","285","7144","13500","7107","13500","7192","13500"
"(-2.821740141700186, 2.2629478998928945, -2.7710864815693683)","(3.9974095283703903, -0.5143262695491089, 3.6026703900930634)","286","518","13500","562","13500","494","13500"
"(5.580920707192574, -5.557825048956928, -5.650072654203499)","(1.7303031972222946, 0.3239891290216317, 3.8878296555578515)","287","310","13500","236","13500","142","13500"
"(-6.671333658865967, -0.6534537563967416, 0.9364245781512569)","(1.7240112051204335, -2.7604774591211996, 4.459040586803481)","288","823","13500","869","13500","926","13500"
"(-5.201485823818369, -3.1198314984363322, -5.070311565805541)","(0.4043071608639952, -0.79672698661685, 4.074064173023088)","289","299","13500","194","13500","126","13500"
"(-5.594959718701144, 1.3728237003973291, 7.119467563110263)","(-0.7601381524236999, -0.3540760325609291, 4.300031633764116)","290","158","13500","78","13500","60","13500"
"(-2.987000887800007, -0.8324488469176713, -0.39904730378867204)","(-9.833065552383172, -9.076189671232855, 4.27158403053941)","291","7471","13500","7418","13500","7286","13500"
"(-2.426719720132547, 3.0419372635769255, -5.741249276701389)","(5.298246496653325, 2.9386748122856545, 4.29222793924237)","292","695","13500","680","13500","517","13500"
"(2.421958440064514, 1.6672979134263086, -1.8153007664693592)","(5.237887040490747, -8.300944331126338, 3.528071987099308)","293","7134","13500","7129","13500","7179","13500"
"(-4.788897109344085, 3.2627560530954227, -2.220253056365446)","(7.937712328048313, -2.97650531959275, 3.9750024741472245)","294","796","13500","848","13500","946","13500"
"(3.9426012615578254, 3.5305142037090893, 4.547093302231958)","(6.461750877881361, 6.422747215859673, 4.4729037676920065)","295","824","13500","915","13500","974","13500"
"(-4.169198002913327, -3.39012748825277, -3.0488858916124313)","(4.655269412612345, -0.25007362718008075, 3.9980658823760606)","296","637","13500","632","13500","538","13500"
"(-3.2125612392705873, 2.4772505193734218, 6.839459490315659)","(-1.980891778838842, 7.869062544792072, 4.460066214956658)","297","829","13500","932","13500","999","13500"
"(3.9062781090771796, -2.4977593678603665, -6.816860160148891)","(-5.71675639969367, 4.493178100119938, 3.9610924656429294)","298","658","13500","656","13500","570","13500"
"(5.510059248561131, 5.295093495028599, 4.346854179624615)","(-2.0040353439477343, -3.8674122805228954, 3.8873928922832137)","299","764","13500","786","13500","947","13500"
"(-1.778801426767778, -8.234285230388869, 3.133343671467703)","(7.910430044326638, -4.208980040283155, 4.062809808459971)","300","7181","13500","7286","13500","7294","13500"
"(-2.8042349364616856, 1.0542882226076007, 5.024807308594803)","(9.572098799316016, 8.138427119947288, 4.246527271649148)","301","7200","13500","7130","13500","7216","13500"
"(-6.590343947577746, -2.958622532690026, 5.667872095304804)","(-9.297202253856092, -8.850624075345166, 4.231618054388619)","302","7456","13500","7571","13500","7627","13500"
"(-2.071704469483684, -2.1288114759225567, -4.286491513946247)","(-8.959324553555028, 4.33890901083582, 3.9254233713283546)","303","7214","13500","7245","13500","7204","13500"
"(1.4656518820056976, -5.543209340800559, 3.873134443130204)","(-0.4267831029017515, -7.677077599855695, 4.0392646586514935)","304","738","13500","778","13500","874","13500"
"(6.802661158474651, -0.18139230999324163, -7.257517470140506)","(-4.92975537937113, -5.596888152192603, 4.467204389922615)","305","704","13500","748","13500","686","13500"
"(5.164290500632471, 4.188092332137302, 6.0386007404451805)","(-1.8406327952464263, 3.3102704417729143, 3.5992153746702993)","306","217","13500","146","13500","84","13500"
"(1.128896385862166, 0.03775316356529975, 1.891914085648137)","(-0.8501422086311194, -3.515505999075595, 4.001618374026658)","307","812","13500","903","13500","952","13500"
"(-3.413172940929819, 6.587350310094445, -4.274483170579685)","(5.241293027285199, 8.677323059613073, 4.17903163958537)","308","7342","13500","7482","13500","7327","13500"
"(-1.884917513500519, 6.23688733187869, -6.293740476817828)","(-5.616553474430328, 9.6365700242353, 4.319272123727423)","309","7517","13500","7691","13500","7759","13500"
"(8.687306504334341, 2.253124715452999, 0.4268936824115399)","(8.610727638741654, -1.1833700282160091, 4.3305830260367975)","310","738","13500","801","13500","938","13500"
"(-4.186826924515315, -0.1376837434996824, 7.11576737233478)","(7.760582155186405, -2.1651664189423236, 4.174525055980059)","311","7275","13500","7241","13500","7196","13500"
"(-7.666158570666806, -0.1703508065617383, 3.55492666059719)","(-5.819242285691979, 0.9823660494473963, 4.060209765568927)","312","428","13500","450","13500","441","13500"
"(1.7818543658887382, -2.9499624146787475, 2.321092662925912)","(-8.276022652116568, 0.9518966034946672, 3.916356887405732)","313","7103","13500","7143","13500","7102","13500"
"(6.7620232098447755, -4.623845012589718, -0.08777171320202441)","(2.326569577694226, 1.2331729666187563, 3.660608056193049)","314","252","13500","298","13500","258","13500"
"(-2.8895051143441055, 7.943834181321509, 4.717362322465975)","(-0.9461755569530723, 1.023844053617955, 4.01894509483118)","315","234","13500","197","13500","164","13500"
"(-2.797002688322915, -4.61148440725945, -1.6514880441574173)","(9.614970457830609, -2.824781170550297, 3.8923703784658525)","316","7036","13500","7137","13500","7216","13500"
"(-3.1092946772723913, 8.319942762665654, 3.379136237080132)","(-1.90925444716218, 3.143850598682027, 3.528753815286512)","317","290","13500","229","13500","238","13500"
"(-5.365192162861112, -7.311882863503143, 3.5557635248116526)","(9.20109232744544, -1.9102174746924874, 3.713478306431688)","318","7013","13500","7097","13500","7299","13500"
"(6.2845598133395075, 5.720681391644094, 2.9642694872166193)","(-0.04342669197574622, 2.5729497236824805, 3.7940591356842415)","319","376","13500","231","13500","166","13500"
"(-3.6288830574502304, -5.187089596014159, 1.748871393588608)","(7.580241301593446, -3.456114141276432, 4.051169612446726)","320","7631","13500","7633","13500","7563","13500"
"(-2.0116739713654463, -4.285933248514893, 6.518868125569906)","(-1.3629884517802964, -5.452828713659805, 3.951656740204201)","321","402","13500","475","13500","409","13500"
"(4.697716407056832, -5.6112837032692315, 4.4719027967839775)","(-2.1052050479442013, -4.678094564875925, 3.892834483159558)","322","501","13500","436","13500","338","13500"
"(-2.042565749683006, 0.9878641489607981, 8.688009835889813)","(6.089301627955521, -6.636662022901705, 4.228041818257188)","323","6812","13500","6983","13500","7218","13500"
"(-6.764719973000999, 6.179128946436974, -2.4721752620189568)","(-9.78748468317879, -0.6802474425142968, 4.171991808398146)","324","7384","13500","7436","13500","7534","13500"
"(-0.9809745006210796, 1.2956878323637726, -1.7711618059528533)","(7.831741448812878, -1.788166163777337, 4.329696451244208)","325","7307","13500","7403","13500","7231","13500"
"(-3.682597792364819, -0.185853234243273, -3.8804307838614167)","(7.138783225290407, -9.819156635919825, 3.733607754691909)","326","7284","13500","7303","13500","7204","13500"
"(3.4243444710548134, -1.6523013788216707, -2.694010139060982)","(-3.4502805135571606, -6.543258065075226, 3.7961150736240756)","327","7168","13500","7322","13500","7274","13500"
"(6.589781133815182, -0.13045311767712078, 6.184896183754181)","(-0.3293102255060276, -9.54506129913409, 3.597896012704439)","328","6809","13500","7017","13500","7199","13500"
"(-4.696442221441111, -5.247355875903176, -5.148947753864708)","(2.8418749717170435, -6.833131826841643, 4.379954044261717)","329","7556","13500","7455","13500","7555","13500"
"(-4.2296735368896705, -4.599164474439893, -0.5671392144739533)","(8.158971119415746, 3.049241316041167, 3.727525267755795)","330","773","13500","828","13500","902","13500"
"(0.09932350233881554, -6.976160164154345, -4.779450357426486)","(4.858313883476521, 9.336720075258963, 4.177764410612509)","331","764","13500","938","13500","959","13500"
"(-4.606789017621154, -7.452157723217131, -3.617547171734161)","(6.891369869645267, -1.7824967007208965, 4.070967901147737)","332","767","13500","823","13500","848","13500"
"(-4.020893642262086, -7.661407082050231, 1.121485834463917)","(5.46998176219153, 4.3929067622687885, 4.383125951945658)","333","729","13500","833","13500","1002","13500"
1 dipole_mom dipole_loc dipole_freq low_success low_count medium_success medium_count high_success high_count
2 (-6.16839537956168, -6.18034685302644, 0.45065887606157184) (-3.73879622353952, 3.371499240013044, 4.1362326261982645) 1 154 13500 174 13500 141 13500
3 (6.174667043556438, 6.336202980594002, 2.4958220347329623) (-8.148859083510967, 3.6968131093195353, 3.7702726234713078) 2 719 13500 747 13500 724 13500
4 (3.608956372981022, -2.0951988991900077, -0.29421992676982156) (3.573650082677384, -9.368498412102449, 4.46864529948172) 3 600 13500 674 13500 792 13500
5 (5.082322693160297, -3.7982625668861587, -5.529377336641543) (-2.2936623215085072, -6.239557703119452, 3.9482460970876017) 4 776 13500 611 13500 458 13500
6 (8.409995998700815, -3.2224394558538725, -0.4327015578525425) (-0.081531901811287, -0.5041132949873877, 4.121705478826287) 5 68 13500 48 13500 0 13500
7 (3.2487256809913414, 2.0956177477119664, 3.055911236386847) (-8.774289727975598, -3.95159042580691, 4.274447404072161) 6 682 13500 794 13500 1006 13500
8 (1.6803517653056426, 5.004816849346787, -2.5453624256732663) (0.24019628199513754, 9.352393431383653, 3.5411114005007343) 7 488 13500 569 13500 538 13500
9 (-5.3631643483435925, -7.392714848183142, -0.35345841926220234) (-8.55126342036379, -5.277948483201045, 3.544409893485965) 8 386 13500 349 13500 384 13500
10 (-2.088041340867869, -1.417158200235787, -8.611496316364478) (-6.230585021981636, -8.161150785514625, 4.229834430803789) 9 970 13500 1058 13500 1068 13500
11 (1.9621473273796497, 2.5349620919141334, 3.341103068928371) (-0.9134806790737926, -4.3291668398816485, 4.392061300761365) 10 548 13500 530 13500 316 13500
12 (-1.6322513926669313, -1.0847514333253572, -9.288258270896861) (-8.448895118069297, 5.732398768239946, 4.213759032569264) 11 842 13500 881 13500 902 13500
13 (3.9481297719943638, 4.507810776715989, -5.709918951334119) (-4.1315207286021245, 9.170651848195138, 4.441047450511733) 12 7692 13500 7616 13500 7741 13500
14 (6.369749097200515, -6.978053871587953, 0.4955446250532843) (-6.239966859100619, 8.423719070951016, 4.2820375417276635) 13 336 13500 416 13500 496 13500
15 (3.196731644049891, 4.298110174247948, 6.115139818740193) (8.755512984757075, 3.29622966664574, 3.809217881300216) 14 328 13500 305 13500 272 13500
16 (-1.7761249032812005, 6.94680873682224, -0.8585495821127017) (-3.9472654101927613, 1.3657338898850675, 3.648963992377148) 15 252 13500 206 13500 88 13500
17 (-1.951230216244639, -9.1812215776026, -2.6482034312090104) (9.26053760101319, -1.7925555221277616, 4.446180364967014) 16 808 13500 804 13500 720 13500
18 (-7.373793882449, 4.641080906868707, -4.065664647502973) (1.359292030451364, 2.6076146812770773, 4.077208092443877) 17 230 13500 125 13500 62 13500
19 (4.99666337182169, -4.24706596552135, -6.48086516774026) (-7.79046143844579, -9.238914044181318, 4.123324076664045) 18 932 13500 948 13500 1074 13500
20 (1.3118180219979787, 7.882624311829391, -1.4113523986813743) (-7.453090521787063, -2.6911428138874083, 3.5764874973745453) 19 358 13500 342 13500 330 13500
21 (-3.9156627126021823, 3.652991774629386, -1.9620621102293458) (-6.722240407200426, -8.64966445122025, 4.4022558010603845) 20 7257 13500 7359 13500 7280 13500
22 (-2.5778287153467607, -4.3502613369287015, 5.854048768560913) (-7.359360429044108, 1.3532276629995366, 4.346230679700137) 21 496 13500 534 13500 400 13500
23 (-5.206369872326459, -6.862294652251791, 1.8329467929417802) (8.158983191490407, -5.797619127417697, 3.5768271334601334) 22 862 13500 980 13500 1060 13500
24 (-5.0117372804933815, -7.0423030129922015, -4.725774627569535) (-1.9099901351358142, 4.07062194106569, 3.7991304425931878) 23 164 13500 20 13500 0 13500
25 (-0.07972750515058172, -2.1507969823346125, -2.226619760098137) (9.1376884914155, -4.709563135970127, 3.735049549357491) 24 7232 13500 7362 13500 7171 13500
26 (-5.144365593723058, -3.9475841795629956, 5.748537236527811) (4.492936798487648, 5.405570485218924, 4.158404586642079) 25 594 13500 642 13500 718 13500
27 (-2.8546031170069313, 0.5833065875776039, -3.095171574758373) (-5.5292166949492945, 7.71333968827587, 4.133669398747843) 26 6994 13500 7097 13500 7255 13500
28 (5.81158461851278, -5.278637454162237, -0.4699498074220259) (0.27490535385172166, -2.94896479221181, 3.8067628826265483) 27 118 13500 107 13500 18 13500
29 (6.193700828136645, -7.345996428812407, -1.4498287440254478) (-7.3197391451383975, 4.222266233112602, 4.096141254209892) 28 259 13500 217 13500 218 13500
30 (-0.8468106221680349, 2.731941481584685, -5.616223146422884) (-8.692467537573778, -9.835520229056538, 4.115164996525969) 29 861 13500 952 13500 994 13500
31 (-2.0585522204922877, -3.166022041593507, -3.4697012285097357) (5.348765264656576, 3.5458959074419543, 4.026964642746904) 30 410 13500 428 13500 248 13500
32 (4.812008642325896, -2.368003672186463, -1.8370090427451913) (6.0236705899332605, -9.488564431728559, 3.976335121962416) 31 754 13500 850 13500 1036 13500
33 (1.6461391837144563, -2.841645878882412, 0.5209585611647601) (5.93514945457345, 4.192156575049314, 4.0328242152473575) 32 7727 13500 7669 13500 7797 13500
34 (-6.562873450942225, 6.740461010180645, -1.341338985974318) (-4.715299036869887, -8.699310447605367, 3.829932403898407) 33 772 13500 866 13500 832 13500
35 (-2.4775967223805586, -3.616813244601252, 3.589572998363035) (2.389311028750287, -2.782794574475247, 4.166681852749758) 34 264 13500 169 13500 60 13500
36 (6.8400907210185045, 4.865544157218578, -4.543209469780238) (-6.4600132858744, 0.36685131780962266, 4.367233343362649) 35 162 13500 151 13500 52 13500
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248 (-1.4146786364650727, 0.5442234517684579, 8.92863087143318) (4.6694166858995025, -6.415822486861229, 4.4440795155348525) 247 836 13500 892 13500 846 13500
249 (6.9098620554428285, -5.193743092746863, -4.522133514626585) (0.1713765988514595, -5.182604718022661, 3.931325891407762) 248 738 13500 771 13500 960 13500
250 (3.1274407524651546, -3.4156853952391373, -6.611570347008063) (-0.6124344189098458, -7.609058522591612, 3.577832869217526) 249 7266 13500 7345 13500 7426 13500
251 (3.7361776202397237, 0.2497038504553365, 7.091777982790259) (-0.1579088124044894, -1.9898937415460072, 4.236917287081914) 250 200 13500 191 13500 102 13500
252 (-0.9803652269584037, -3.887739473571792, 3.7067878973519344) (-6.241972251119163, -9.595320373978026, 4.42491216501989) 251 7366 13500 7448 13500 7537 13500
253 (2.253447722586825, 3.14972826232056, 7.931997776571022) (-1.8095839727800964, -6.04396480730681, 4.092547973979087) 252 789 13500 872 13500 884 13500
254 (-3.6859148062468603, -2.625686458436117, 6.777974133627015) (-4.417989945115821, -3.583511574131471, 4.369258402492047) 253 569 13500 478 13500 438 13500
255 (0.445794082323579, -5.2069978836033615, 2.9600908188792436) (6.515534977052027, 7.757376601852563, 3.6674674886709857) 254 7344 13500 7392 13500 7343 13500
256 (0.7319654065456462, 1.4657583880909175, -4.166005877967497) (-2.0478582909828003, -3.0505975998211454, 4.428769095363148) 255 649 13500 644 13500 582 13500
257 (0.034447866130523974, 9.086277054080666, 3.9857021173890015) (-4.821804957461682, -9.34488364074686, 4.403100046456149) 256 7568 13500 7632 13500 7684 13500
258 (-4.85073558581062, -0.5094704356863903, 1.97347526697621) (-3.2275386613304065, -1.5213819006428189, 4.175297941522908) 257 433 13500 588 13500 592 13500
259 (-0.6823248729232884, 8.812540003774602, -3.047643133799784) (8.942418248068684, -9.294469739339963, 3.516706908089378) 258 7521 13500 7406 13500 7572 13500
260 (1.8546233718293597, 1.5802534683042393, 5.325396204777237) (3.5022268701644883, -6.444152976977742, 4.369464382324004) 259 4466 13500 4764 13500 5071 13500
261 (7.866839009291198, 2.091472121201791, -1.2759010540230287) (-0.9642832928090783, 2.5785308964396556, 4.259467604192359) 260 605 13500 553 13500 525 13500
262 (-7.3818628258166425, -5.518184102059817, 2.949854979662698) (-8.160449634683726, -9.074034459228633, 3.765458725744995) 261 734 13500 838 13500 992 13500
263 (6.008449351799509, 1.931571673390707, -5.039231340478411) (6.927203035724972, -8.991971677688163, 3.680855442577234) 262 7383 13500 7193 13500 7310 13500
264 (1.0126742264193922, 3.639068667257759, -2.518802631707931) (-1.0688386763704987, 8.868394684864644, 4.232902455944388) 263 7490 13500 7699 13500 7551 13500
265 (1.4630607318835742, -2.461240599358527, -0.2829709415684615) (0.27775041172268367, 2.1643412129713635, 4.244400809860473) 264 7326 13500 7220 13500 7351 13500
266 (4.438769759093346, 7.924292460923139, -1.6204589589264502) (-7.313609859046812, 9.643112398887471, 4.0231469267776525) 265 7291 13500 7345 13500 7272 13500
267 (-4.7789936493427705, 6.915984426369207, -5.2892339495078575) (7.673521700258416, 2.190728212662078, 4.074695602781153) 266 752 13500 816 13500 799 13500
268 (-5.474962875921454, 4.068836225459246, -0.3758442667049202) (-3.6184030971837133, 2.3880218900943646, 4.367591624378055) 267 528 13500 642 13500 794 13500
269 (-5.676397900945633, 2.707426690932239, 0.2037482619471008) (-6.103081177780885, -4.423306572130112, 4.36576982709945) 268 7148 13500 7206 13500 7306 13500
270 (-2.4975186974195096, 4.031555764166108, -5.121826104448301) (5.654520590721043, 1.6759947790765128, 3.7497075186259017) 269 666 13500 568 13500 495 13500
271 (5.204978242149137, -0.7568398278191991, 4.4400836751555515) (3.663918648905277, 2.340717900442808, 3.808539649966702) 270 462 13500 402 13500 276 13500
272 (6.097480052417524, -0.32902816100857507, -0.918813887694256) (4.4654588123306915, -8.842784420804545, 3.627792274681396) 271 7181 13500 7237 13500 7150 13500
273 (-6.578744816740139, 0.39828131014480145, -4.3688384999745224) (-2.522843538173989, 0.9950700488200575, 4.092225760149776) 272 695 13500 724 13500 597 13500
274 (4.760166386249342, 6.586494261070951, -4.576535210793576) (-2.4535866555927432, -9.782503388923384, 3.9688250291599987) 273 784 13500 886 13500 1020 13500
275 (-4.694741455622423, -2.8677172209785993, 1.3545410989921032) (-2.0905244042906457, -4.153950659586969, 3.974185629624138) 274 562 13500 626 13500 692 13500
276 (2.6747255417862386, 4.518804290298787, 3.418037053741071) (2.886254321515139, 5.434363544952577, 3.7458482147785617) 275 666 13500 659 13500 588 13500
277 (-0.9312622249998874, -1.0551992474714205, 0.1418525978658586) (3.4971592444553927, -6.966760178196054, 3.5950502496116736) 276 7130 13500 7154 13500 7160 13500
278 (-3.6241213456648382, -8.678647233484204, 0.14307598278602487) (5.150553907565634, -3.31126987854854, 4.448941639778042) 277 2966 13500 2610 13500 2323 13500
279 (-5.105513143934975, -4.667100013682883, -5.354940414011759) (-8.495280630514817, -7.525915871464354, 3.965616454185019) 278 7618 13500 7788 13500 7727 13500
280 (0.20255580646760743, 3.3225426891053282, -8.311275169240627) (-6.051216730612623, -3.2588141183547847, 4.344577980906002) 279 710 13500 747 13500 662 13500
281 (0.8959545948620398, -0.8413137946035655, -0.8028258067566533) (-2.2001441463028133, -6.250040561148729, 3.6684619034939647) 280 7575 13500 7389 13500 7471 13500
282 (0.29589605129208796, -6.203449044820406, 7.349457947516891) (-9.431692114997858, -5.476060821578832, 4.388822633083711) 281 7380 13500 7421 13500 7253 13500
283 (6.7713645492975925, -0.5427332810773952, 2.375497180309798) (-8.243100381763139, 7.748793195355336, 4.320214619576609) 282 7408 13500 7457 13500 7482 13500
284 (-7.920377923443096, -3.737260412634002, 2.891364691966941) (7.128457960702008, -3.544037195222291, 3.661775359758502) 283 852 13500 884 13500 968 13500
285 (-4.660624999097836, 0.13757352852141116, 2.6827151748443088) (0.2794096543354847, 3.8925876284048684, 3.504571917140828) 284 508 13500 479 13500 502 13500
286 (-2.0784021538888706, -5.220275475578642, -6.0502029383694875) (-8.711511118945012, -1.2038134739208477, 4.169543710746331) 285 7144 13500 7107 13500 7192 13500
287 (-2.821740141700186, 2.2629478998928945, -2.7710864815693683) (3.9974095283703903, -0.5143262695491089, 3.6026703900930634) 286 518 13500 562 13500 494 13500
288 (5.580920707192574, -5.557825048956928, -5.650072654203499) (1.7303031972222946, 0.3239891290216317, 3.8878296555578515) 287 310 13500 236 13500 142 13500
289 (-6.671333658865967, -0.6534537563967416, 0.9364245781512569) (1.7240112051204335, -2.7604774591211996, 4.459040586803481) 288 823 13500 869 13500 926 13500
290 (-5.201485823818369, -3.1198314984363322, -5.070311565805541) (0.4043071608639952, -0.79672698661685, 4.074064173023088) 289 299 13500 194 13500 126 13500
291 (-5.594959718701144, 1.3728237003973291, 7.119467563110263) (-0.7601381524236999, -0.3540760325609291, 4.300031633764116) 290 158 13500 78 13500 60 13500
292 (-2.987000887800007, -0.8324488469176713, -0.39904730378867204) (-9.833065552383172, -9.076189671232855, 4.27158403053941) 291 7471 13500 7418 13500 7286 13500
293 (-2.426719720132547, 3.0419372635769255, -5.741249276701389) (5.298246496653325, 2.9386748122856545, 4.29222793924237) 292 695 13500 680 13500 517 13500
294 (2.421958440064514, 1.6672979134263086, -1.8153007664693592) (5.237887040490747, -8.300944331126338, 3.528071987099308) 293 7134 13500 7129 13500 7179 13500
295 (-4.788897109344085, 3.2627560530954227, -2.220253056365446) (7.937712328048313, -2.97650531959275, 3.9750024741472245) 294 796 13500 848 13500 946 13500
296 (3.9426012615578254, 3.5305142037090893, 4.547093302231958) (6.461750877881361, 6.422747215859673, 4.4729037676920065) 295 824 13500 915 13500 974 13500
297 (-4.169198002913327, -3.39012748825277, -3.0488858916124313) (4.655269412612345, -0.25007362718008075, 3.9980658823760606) 296 637 13500 632 13500 538 13500
298 (-3.2125612392705873, 2.4772505193734218, 6.839459490315659) (-1.980891778838842, 7.869062544792072, 4.460066214956658) 297 829 13500 932 13500 999 13500
299 (3.9062781090771796, -2.4977593678603665, -6.816860160148891) (-5.71675639969367, 4.493178100119938, 3.9610924656429294) 298 658 13500 656 13500 570 13500
300 (5.510059248561131, 5.295093495028599, 4.346854179624615) (-2.0040353439477343, -3.8674122805228954, 3.8873928922832137) 299 764 13500 786 13500 947 13500
301 (-1.778801426767778, -8.234285230388869, 3.133343671467703) (7.910430044326638, -4.208980040283155, 4.062809808459971) 300 7181 13500 7286 13500 7294 13500
302 (-2.8042349364616856, 1.0542882226076007, 5.024807308594803) (9.572098799316016, 8.138427119947288, 4.246527271649148) 301 7200 13500 7130 13500 7216 13500
303 (-6.590343947577746, -2.958622532690026, 5.667872095304804) (-9.297202253856092, -8.850624075345166, 4.231618054388619) 302 7456 13500 7571 13500 7627 13500
304 (-2.071704469483684, -2.1288114759225567, -4.286491513946247) (-8.959324553555028, 4.33890901083582, 3.9254233713283546) 303 7214 13500 7245 13500 7204 13500
305 (1.4656518820056976, -5.543209340800559, 3.873134443130204) (-0.4267831029017515, -7.677077599855695, 4.0392646586514935) 304 738 13500 778 13500 874 13500
306 (6.802661158474651, -0.18139230999324163, -7.257517470140506) (-4.92975537937113, -5.596888152192603, 4.467204389922615) 305 704 13500 748 13500 686 13500
307 (5.164290500632471, 4.188092332137302, 6.0386007404451805) (-1.8406327952464263, 3.3102704417729143, 3.5992153746702993) 306 217 13500 146 13500 84 13500
308 (1.128896385862166, 0.03775316356529975, 1.891914085648137) (-0.8501422086311194, -3.515505999075595, 4.001618374026658) 307 812 13500 903 13500 952 13500
309 (-3.413172940929819, 6.587350310094445, -4.274483170579685) (5.241293027285199, 8.677323059613073, 4.17903163958537) 308 7342 13500 7482 13500 7327 13500
310 (-1.884917513500519, 6.23688733187869, -6.293740476817828) (-5.616553474430328, 9.6365700242353, 4.319272123727423) 309 7517 13500 7691 13500 7759 13500
311 (8.687306504334341, 2.253124715452999, 0.4268936824115399) (8.610727638741654, -1.1833700282160091, 4.3305830260367975) 310 738 13500 801 13500 938 13500
312 (-4.186826924515315, -0.1376837434996824, 7.11576737233478) (7.760582155186405, -2.1651664189423236, 4.174525055980059) 311 7275 13500 7241 13500 7196 13500
313 (-7.666158570666806, -0.1703508065617383, 3.55492666059719) (-5.819242285691979, 0.9823660494473963, 4.060209765568927) 312 428 13500 450 13500 441 13500
314 (1.7818543658887382, -2.9499624146787475, 2.321092662925912) (-8.276022652116568, 0.9518966034946672, 3.916356887405732) 313 7103 13500 7143 13500 7102 13500
315 (6.7620232098447755, -4.623845012589718, -0.08777171320202441) (2.326569577694226, 1.2331729666187563, 3.660608056193049) 314 252 13500 298 13500 258 13500
316 (-2.8895051143441055, 7.943834181321509, 4.717362322465975) (-0.9461755569530723, 1.023844053617955, 4.01894509483118) 315 234 13500 197 13500 164 13500
317 (-2.797002688322915, -4.61148440725945, -1.6514880441574173) (9.614970457830609, -2.824781170550297, 3.8923703784658525) 316 7036 13500 7137 13500 7216 13500
318 (-3.1092946772723913, 8.319942762665654, 3.379136237080132) (-1.90925444716218, 3.143850598682027, 3.528753815286512) 317 290 13500 229 13500 238 13500
319 (-5.365192162861112, -7.311882863503143, 3.5557635248116526) (9.20109232744544, -1.9102174746924874, 3.713478306431688) 318 7013 13500 7097 13500 7299 13500
320 (6.2845598133395075, 5.720681391644094, 2.9642694872166193) (-0.04342669197574622, 2.5729497236824805, 3.7940591356842415) 319 376 13500 231 13500 166 13500
321 (-3.6288830574502304, -5.187089596014159, 1.748871393588608) (7.580241301593446, -3.456114141276432, 4.051169612446726) 320 7631 13500 7633 13500 7563 13500
322 (-2.0116739713654463, -4.285933248514893, 6.518868125569906) (-1.3629884517802964, -5.452828713659805, 3.951656740204201) 321 402 13500 475 13500 409 13500
323 (4.697716407056832, -5.6112837032692315, 4.4719027967839775) (-2.1052050479442013, -4.678094564875925, 3.892834483159558) 322 501 13500 436 13500 338 13500
324 (-2.042565749683006, 0.9878641489607981, 8.688009835889813) (6.089301627955521, -6.636662022901705, 4.228041818257188) 323 6812 13500 6983 13500 7218 13500
325 (-6.764719973000999, 6.179128946436974, -2.4721752620189568) (-9.78748468317879, -0.6802474425142968, 4.171991808398146) 324 7384 13500 7436 13500 7534 13500
326 (-0.9809745006210796, 1.2956878323637726, -1.7711618059528533) (7.831741448812878, -1.788166163777337, 4.329696451244208) 325 7307 13500 7403 13500 7231 13500
327 (-3.682597792364819, -0.185853234243273, -3.8804307838614167) (7.138783225290407, -9.819156635919825, 3.733607754691909) 326 7284 13500 7303 13500 7204 13500
328 (3.4243444710548134, -1.6523013788216707, -2.694010139060982) (-3.4502805135571606, -6.543258065075226, 3.7961150736240756) 327 7168 13500 7322 13500 7274 13500
329 (6.589781133815182, -0.13045311767712078, 6.184896183754181) (-0.3293102255060276, -9.54506129913409, 3.597896012704439) 328 6809 13500 7017 13500 7199 13500
330 (-4.696442221441111, -5.247355875903176, -5.148947753864708) (2.8418749717170435, -6.833131826841643, 4.379954044261717) 329 7556 13500 7455 13500 7555 13500
331 (-4.2296735368896705, -4.599164474439893, -0.5671392144739533) (8.158971119415746, 3.049241316041167, 3.727525267755795) 330 773 13500 828 13500 902 13500
332 (0.09932350233881554, -6.976160164154345, -4.779450357426486) (4.858313883476521, 9.336720075258963, 4.177764410612509) 331 764 13500 938 13500 959 13500
333 (-4.606789017621154, -7.452157723217131, -3.617547171734161) (6.891369869645267, -1.7824967007208965, 4.070967901147737) 332 767 13500 823 13500 848 13500
334 (-4.020893642262086, -7.661407082050231, 1.121485834463917) (5.46998176219153, 4.3929067622687885, 4.383125951945658) 333 729 13500 833 13500 1002 13500

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@ -20,3 +20,24 @@ def test_static_dipole():
numpy.testing.assert_allclose(measurement.r, dot_position1, err_msg="Dot position should have been passed over")
numpy.testing.assert_allclose(measurement.f, dot_frequency1, err_msg="Dot frequency should have been passed over")
numpy.testing.assert_allclose(measurement.v, expected_v1 + expected_v2, err_msg="Voltage at dot isn't as expected.")
def test_range_dipole_measurements():
d1 = pdme.measurement.OscillatingDipole((1, 2, 3), (4, 5, 6), 7)
d2 = pdme.measurement.OscillatingDipole((2, 5, 3), (4, -5, -6), 2)
dipoles = pdme.measurement.OscillatingDipoleArrangement([d1, d2])
dot_position1 = (-1, -1, -1)
dot_frequency1 = 11
expected_v1 = 0.00001421963287022476
expected_v2 = 0.00001107180225755457
numpy.testing.assert_allclose(d1.s_at_position(dot_position1, dot_frequency1), expected_v1, err_msg="Voltage at dot isn't as expected.")
range_dot_measurements = dipoles.get_percent_range_dot_measurements([(dot_position1, dot_frequency1)], 0.5, 1.5)
assert len(range_dot_measurements) == 1, "Should have only had one dot measurement."
range_measurement = range_dot_measurements[0]
numpy.testing.assert_allclose(range_measurement.r, dot_position1, err_msg="Dot position should have been passed over")
numpy.testing.assert_allclose(range_measurement.f, dot_frequency1, err_msg="Dot frequency should have been passed over")
numpy.testing.assert_allclose(range_measurement.v_low, (expected_v1 + expected_v2) / 2, err_msg="Lower voltage at dot isn't as expected.")
numpy.testing.assert_allclose(range_measurement.v_high, (expected_v1 + expected_v2) * 3 / 2, err_msg="Lower oltage at dot isn't as expected.")

View File

@ -0,0 +1,33 @@
import numpy
import pdme.util.fast_v_calc
def test_fast_v_calc():
d1 = [1, 2, 3, 4, 5, 6, 7]
d2 = [2, 5, 3, 4, -5, -6, 2]
dipoles = numpy.array([d1, d2])
dot_inputs = numpy.array([[-1, -1, -1, 11], [2, 3, 1, 5.5]])
# expected_ij is for dot i, dipole j
expected_11 = 0.00001421963287022476
expected_12 = 0.00001107180225755457
expected_21 = 0.000345021108583681380388722
expected_22 = 0.0000377061050587914705139781
expected = numpy.array([[expected_11, expected_21], [expected_12, expected_22]])
numpy.testing.assert_allclose(pdme.util.fast_v_calc.fast_vs_for_dipoles(dot_inputs, dipoles), expected, err_msg="Voltages at dot aren't as expected.")
def test_between():
low = numpy.array([1, 2, 3])
high = numpy.array([6, 7, 8])
# FALSE FALSE TRUE
a = [[0, 1, 2], [0, 9, 5], [4, 5, 6]]
actual = pdme.util.fast_v_calc.between(a, low, high)
expected = numpy.array([False, False, True])
numpy.testing.assert_array_equal(actual, expected, err_msg="Between calc wrong")

View File

@ -1,102 +0,0 @@
"dipole_mom","dipole_loc","dipole_freq","low_success","low_count","medium_success","medium_count","high_success","high_count"
"dipole_mom","dipole_loc","dipole_freq","low_success","low_count","medium_success","medium_count","high_success","high_count"
"(1, 1, 1)","(-1.3071476997121163, -6.700249117765953, 4.395652427243794)","1","65","125","68","125","73","125"
"(1, 1, 1)","(7.218372433770103, -5.4783551032463755, 3.5820519422486634)","2","75","125","71","125","63","125"
"(1, 1, 1)","(2.670117263667258, -9.627026891446988, 4.003539768646438)","3","77","125","81","125","76","125"
"(1, 1, 1)","(2.3513316333181518, -8.402829356877447, 4.419760582254243)","4","87","125","98","125","90","125"
"(1, 1, 1)","(-2.9839225924046575, -6.141574546943785, 4.1041288625417485)","5","73","125","87","125","76","125"
"(1, 1, 1)","(-4.204110846621358, 2.5303736517209057, 4.048769088470612)","6","95","125","98","125","97","125"
"(1, 1, 1)","(2.3951582053250107, -3.806262247740051, 3.52835893773293)","7","42","125","53","125","51","125"
"(1, 1, 1)","(4.614882297991274, -8.808238152984519, 3.7824650173104026)","8","90","125","97","125","92","125"
"(1, 1, 1)","(9.855038420690349, -5.756988885735215, 4.02622426234394)","9","63","125","63","125","60","125"
"(1, 1, 1)","(-1.975488734839292, 1.1919182845159497, 3.6993525693957134)","10","5","125","5","125","1","125"
"(1, 1, 1)","(4.392293449091486, 8.928201833428023, 4.054857054102779)","11","39","125","47","125","51","125"
"(1, 1, 1)","(-0.8851390479842447, -8.799158377226185, 4.401733682923287)","12","67","125","66","125","66","125"
"(1, 1, 1)","(0.42620076797180495, -1.6572190172596173, 4.26833391853475)","13","4","125","9","125","8","125"
"(1, 1, 1)","(-0.34332949190052275, 7.390672414051384, 4.285219727507512)","14","58","125","50","125","34","125"
"(1, 1, 1)","(6.370340479825991, -9.803769484121197, 3.558244929025539)","15","89","125","78","125","62","125"
"(1, 1, 1)","(6.404437426109364, 1.4294134888840944, 3.7659622101764874)","16","41","125","33","125","30","125"
"(1, 1, 1)","(-1.8976622476931766, 9.122269173201449, 3.7652768901767337)","17","75","125","73","125","72","125"
"(1, 1, 1)","(-8.143746209641334, 6.416731541712444, 4.152532781560311)","18","83","125","61","125","51","125"
"(1, 1, 1)","(-2.896487219663868, -0.12771390497393398, 4.419779314721039)","19","97","125","86","125","86","125"
"(1, 1, 1)","(-4.874035805963994, 6.798418215490049, 3.6614980332268123)","20","77","125","68","125","64","125"
"(1, 1, 1)","(2.5780932230895903, 8.330432617992656, 3.831260261873832)","21","34","125","46","125","44","125"
"(1, 1, 1)","(5.394702089639798, -3.8157885544740378, 3.81976828019038)","22","83","125","86","125","79","125"
"(1, 1, 1)","(6.780437420843672, -4.548672162372895, 3.811811299277605)","23","76","125","70","125","67","125"
"(1, 1, 1)","(-1.1140709786515828, 9.224680535022042, 4.417201732495089)","24","72","125","73","125","65","125"
"(1, 1, 1)","(9.840480458049512, -4.081933028387194, 3.754773675980285)","25","68","125","68","125","64","125"
"(1, 1, 1)","(-8.992020659984203, 2.445449284562626, 3.6713428659907255)","26","75","125","82","125","83","125"
"(1, 1, 1)","(9.33865987676737, 4.080295537411807, 4.493177257924216)","27","75","125","69","125","74","125"
"(1, 1, 1)","(2.4289336895957128, 3.3064937024643353, 4.031356880776505)","28","0","125","0","125","2","125"
"(1, 1, 1)","(-1.565081115509086, 3.214572009875468, 4.366734735167469)","29","24","125","27","125","23","125"
"(1, 1, 1)","(-8.326745947809552, 2.4186579290782912, 3.998914473553338)","30","85","125","93","125","87","125"
"(1, 1, 1)","(8.900966393777146, 4.728569183030116, 4.052313581259492)","31","73","125","71","125","72","125"
"(1, 1, 1)","(5.6089623686378705, 5.235400040117584, 3.5204966739804275)","32","39","125","48","125","32","125"
"(1, 1, 1)","(-2.141467548978177, 3.6861264504765856, 4.151195275048425)","33","52","125","38","125","34","125"
"(1, 1, 1)","(-3.6785617070181686, -8.43223311494629, 4.034902923022079)","34","59","125","56","125","57","125"
"(1, 1, 1)","(7.02252151510433, -0.8467000098044402, 4.446000810839051)","35","85","125","91","125","87","125"
"(1, 1, 1)","(1.0071792288024177, 1.9552038161188356, 4.438810828257602)","36","0","125","0","125","8","125"
"(1, 1, 1)","(1.7678933213377057, 9.310191575902028, 3.9768855608808455)","37","65","125","65","125","66","125"
"(1, 1, 1)","(9.8764776529365, 4.812107041082296, 4.423304716572885)","38","60","125","71","125","76","125"
"(1, 1, 1)","(-2.9375746159005356, -2.7403141667371766, 4.012796058782112)","39","93","125","94","125","97","125"
"(1, 1, 1)","(-5.75953746672911, 9.276715894071359, 3.801553423391647)","40","63","125","66","125","56","125"
"(1, 1, 1)","(-6.6822323090082865, -6.258971699410716, 4.431815039205021)","41","50","125","53","125","51","125"
"(1, 1, 1)","(-4.026753235654348, -9.812528165804853, 3.5963558752504965)","42","51","125","58","125","54","125"
"(1, 1, 1)","(2.6097119512596585, -9.726945912857284, 4.430690997565616)","43","79","125","87","125","87","125"
"(1, 1, 1)","(0.04668988565424925, 0.2512264654907739, 3.7585484691726863)","44","0","125","0","125","0","125"
"(1, 1, 1)","(9.820856391123357, 9.87339142049668, 4.203592518006166)","45","56","125","57","125","72","125"
"(1, 1, 1)","(7.4197203947739645, -3.0677498083556998, 3.8105825202118453)","46","76","125","69","125","72","125"
"(1, 1, 1)","(2.011468427331206, -0.5861081537599766, 4.312083152133434)","47","11","125","10","125","6","125"
"(1, 1, 1)","(-5.756739442389145, -8.245316022824852, 4.171930309954691)","48","47","125","55","125","51","125"
"(1, 1, 1)","(4.490485790422662, 1.8732729498228764, 3.93326803719199)","49","31","125","34","125","31","125"
"(1, 1, 1)","(6.417964772392757, -1.1433752107731703, 4.32797930850544)","50","82","125","87","125","84","125"
"(1, 1, 1)","(-6.791084454056289, 0.9280624799258632, 3.6768392137910415)","51","88","125","93","125","82","125"
"(1, 1, 1)","(-9.582966173166751, 2.154393617259995, 4.490746748792899)","52","76","125","85","125","87","125"
"(1, 1, 1)","(4.48850023517352, -4.827423234222152, 3.8296749113008053)","53","77","125","86","125","77","125"
"(1, 1, 1)","(-7.052819413017439, 9.638245665241396, 3.6244690819235528)","54","62","125","64","125","58","125"
"(1, 1, 1)","(-8.29317373205476, -6.58274239289103, 4.463613321583182)","55","45","125","54","125","53","125"
"(1, 1, 1)","(-5.484506885574225, 0.3238134367884449, 4.363823405732285)","56","91","125","98","125","96","125"
"(1, 1, 1)","(-3.7499297857576774, 8.224147507188825, 3.849332549933495)","57","69","125","70","125","66","125"
"(1, 1, 1)","(-7.899606501489307, 5.136397656905771, 3.9206317026822695)","58","93","125","79","125","62","125"
"(1, 1, 1)","(-3.8046044696678694, 5.335120295090137, 3.5542283412585114)","59","78","125","70","125","66","125"
"(1, 1, 1)","(6.230387177307197, 6.589239099683155, 3.659310224400456)","60","71","125","80","125","82","125"
"(1, 1, 1)","(2.6248653618706914, -6.625672325698535, 4.128391376089842)","61","92","125","77","125","62","125"
"(1, 1, 1)","(8.671187442245238, 4.490909303874629, 3.6882658976437286)","62","61","125","75","125","82","125"
"(1, 1, 1)","(4.879576943471719, 4.62609474351688, 4.220496316727257)","63","39","125","52","125","45","125"
"(1, 1, 1)","(-6.035052405635408, 2.0563400072208893, 4.450247481328782)","64","92","125","81","125","63","125"
"(1, 1, 1)","(-7.30372423377659, 6.365942598458975, 3.712835165977979)","65","76","125","65","125","54","125"
"(1, 1, 1)","(-9.093726414247591, -4.082397710629677, 4.381882393102692)","66","49","125","56","125","52","125"
"(1, 1, 1)","(7.18875719610379, 8.09659664609671, 4.2056490589887225)","67","61","125","63","125","80","125"
"(1, 1, 1)","(-8.767868975226582, -7.110440467123724, 4.143221741917714)","68","45","125","53","125","51","125"
"(1, 1, 1)","(-4.645885675492691, 5.84450948382878, 4.332548703062837)","69","65","125","66","125","61","125"
"(1, 1, 1)","(-0.3515331659703502, -2.6682483026586334, 3.948948551702751)","70","96","125","90","125","77","125"
"(1, 1, 1)","(-0.3458547516538957, -2.491947278374047, 4.13684511981341)","71","92","125","89","125","80","125"
"(1, 1, 1)","(-8.365438644778688, 8.911536794594738, 4.35595576607531)","72","68","125","64","125","53","125"
"(1, 1, 1)","(1.7421570906859092, -4.933996380786521, 3.5410097450551685)","73","90","125","80","125","72","125"
"(1, 1, 1)","(0.3805029227999608, 8.329915127355157, 4.404605725184772)","74","65","125","72","125","70","125"
"(1, 1, 1)","(-9.227523091144647, 1.6001819216662376, 3.8219292828494433)","75","67","125","77","125","77","125"
"(1, 1, 1)","(-9.767645879311456, -1.0931545436354728, 4.0699503052104955)","76","52","125","60","125","54","125"
"(1, 1, 1)","(1.5091280004018959, 9.412777563405083, 4.360556528629392)","77","64","125","65","125","74","125"
"(1, 1, 1)","(-1.7623804361864632, -2.0351033653042734, 4.472849399366704)","78","98","125","83","125","72","125"
"(1, 1, 1)","(3.7355290659682243, -7.362021942105972, 4.145494539316297)","79","97","125","78","125","63","125"
"(1, 1, 1)","(-9.03106127454528, 9.357492439901577, 3.6050033084196405)","80","69","125","64","125","55","125"
"(1, 1, 1)","(2.9881194986618613, 0.03803834040546583, 3.6238812922556503)","81","16","125","15","125","9","125"
"(1, 1, 1)","(-0.9729670201368386, 6.734606686223945, 4.240792163436636)","82","68","125","73","125","71","125"
"(1, 1, 1)","(4.504085235771001, -0.27544762434952474, 4.190743785296113)","83","35","125","53","125","41","125"
"(1, 1, 1)","(-1.2818528945002932, 2.219270467308574, 3.995049912652533)","84","44","125","32","125","42","125"
"(1, 1, 1)","(-4.619703893760443, -7.933597445973679, 3.817598301618231)","85","46","125","55","125","54","125"
"(1, 1, 1)","(0.9355382175114446, 6.279210741725343, 4.305535266349451)","86","80","125","82","125","86","125"
"(1, 1, 1)","(0.036379510848508545, 8.618906140674284, 3.537433742801035)","87","69","125","72","125","75","125"
"(1, 1, 1)","(-9.163218135748112, -2.857301712786178, 4.140633573739266)","88","48","125","56","125","51","125"
"(1, 1, 1)","(8.79807097941676, 8.667555586971506, 4.013901825212938)","89","49","125","60","125","74","125"
"(1, 1, 1)","(9.427709499269614, 3.6585610586304824, 4.010369447501767)","90","65","125","68","125","81","125"
"(1, 1, 1)","(4.7983927306812575, -8.988917241832235, 4.227310555397707)","91","69","125","75","125","46","125"
"(1, 1, 1)","(5.197762102511529, -6.545821443810722, 3.7446701513376035)","92","78","125","62","125","54","125"
"(1, 1, 1)","(6.922025186915906, -1.2132821056716914, 4.132922329295377)","93","67","125","73","125","72","125"
"(1, 1, 1)","(-5.899108956676551, 4.748633032730844, 3.842525673768547)","94","74","125","65","125","51","125"
"(1, 1, 1)","(-9.186235737127497, 5.786607875326968, 4.471088201722466)","95","94","125","78","125","63","125"
"(1, 1, 1)","(0.9907173778988998, -9.020115269140792, 3.5126392637533206)","96","69","125","74","125","71","125"
"(1, 1, 1)","(-1.1089684741182566, -7.74549902787808, 3.780271935235385)","97","57","125","57","125","55","125"
"(1, 1, 1)","(9.058511997318845, 0.00032359542407434105, 3.7192703699393164)","98","69","125","67","125","76","125"
"(1, 1, 1)","(-4.9484009469033445, -3.5973226585462985, 3.65498202562694)","99","60","125","57","125","56","125"
"(1, 1, 1)","(-1.8666588479949162, -4.867448255550755, 4.24673773104358)","100","73","125","87","125","82","125"
1 dipole_mom dipole_loc dipole_freq low_success low_count medium_success medium_count high_success high_count
2 dipole_mom dipole_loc dipole_freq low_success low_count medium_success medium_count high_success high_count
3 (1, 1, 1) (-1.3071476997121163, -6.700249117765953, 4.395652427243794) 1 65 125 68 125 73 125
4 (1, 1, 1) (7.218372433770103, -5.4783551032463755, 3.5820519422486634) 2 75 125 71 125 63 125
5 (1, 1, 1) (2.670117263667258, -9.627026891446988, 4.003539768646438) 3 77 125 81 125 76 125
6 (1, 1, 1) (2.3513316333181518, -8.402829356877447, 4.419760582254243) 4 87 125 98 125 90 125
7 (1, 1, 1) (-2.9839225924046575, -6.141574546943785, 4.1041288625417485) 5 73 125 87 125 76 125
8 (1, 1, 1) (-4.204110846621358, 2.5303736517209057, 4.048769088470612) 6 95 125 98 125 97 125
9 (1, 1, 1) (2.3951582053250107, -3.806262247740051, 3.52835893773293) 7 42 125 53 125 51 125
10 (1, 1, 1) (4.614882297991274, -8.808238152984519, 3.7824650173104026) 8 90 125 97 125 92 125
11 (1, 1, 1) (9.855038420690349, -5.756988885735215, 4.02622426234394) 9 63 125 63 125 60 125
12 (1, 1, 1) (-1.975488734839292, 1.1919182845159497, 3.6993525693957134) 10 5 125 5 125 1 125
13 (1, 1, 1) (4.392293449091486, 8.928201833428023, 4.054857054102779) 11 39 125 47 125 51 125
14 (1, 1, 1) (-0.8851390479842447, -8.799158377226185, 4.401733682923287) 12 67 125 66 125 66 125
15 (1, 1, 1) (0.42620076797180495, -1.6572190172596173, 4.26833391853475) 13 4 125 9 125 8 125
16 (1, 1, 1) (-0.34332949190052275, 7.390672414051384, 4.285219727507512) 14 58 125 50 125 34 125
17 (1, 1, 1) (6.370340479825991, -9.803769484121197, 3.558244929025539) 15 89 125 78 125 62 125
18 (1, 1, 1) (6.404437426109364, 1.4294134888840944, 3.7659622101764874) 16 41 125 33 125 30 125
19 (1, 1, 1) (-1.8976622476931766, 9.122269173201449, 3.7652768901767337) 17 75 125 73 125 72 125
20 (1, 1, 1) (-8.143746209641334, 6.416731541712444, 4.152532781560311) 18 83 125 61 125 51 125
21 (1, 1, 1) (-2.896487219663868, -0.12771390497393398, 4.419779314721039) 19 97 125 86 125 86 125
22 (1, 1, 1) (-4.874035805963994, 6.798418215490049, 3.6614980332268123) 20 77 125 68 125 64 125
23 (1, 1, 1) (2.5780932230895903, 8.330432617992656, 3.831260261873832) 21 34 125 46 125 44 125
24 (1, 1, 1) (5.394702089639798, -3.8157885544740378, 3.81976828019038) 22 83 125 86 125 79 125
25 (1, 1, 1) (6.780437420843672, -4.548672162372895, 3.811811299277605) 23 76 125 70 125 67 125
26 (1, 1, 1) (-1.1140709786515828, 9.224680535022042, 4.417201732495089) 24 72 125 73 125 65 125
27 (1, 1, 1) (9.840480458049512, -4.081933028387194, 3.754773675980285) 25 68 125 68 125 64 125
28 (1, 1, 1) (-8.992020659984203, 2.445449284562626, 3.6713428659907255) 26 75 125 82 125 83 125
29 (1, 1, 1) (9.33865987676737, 4.080295537411807, 4.493177257924216) 27 75 125 69 125 74 125
30 (1, 1, 1) (2.4289336895957128, 3.3064937024643353, 4.031356880776505) 28 0 125 0 125 2 125
31 (1, 1, 1) (-1.565081115509086, 3.214572009875468, 4.366734735167469) 29 24 125 27 125 23 125
32 (1, 1, 1) (-8.326745947809552, 2.4186579290782912, 3.998914473553338) 30 85 125 93 125 87 125
33 (1, 1, 1) (8.900966393777146, 4.728569183030116, 4.052313581259492) 31 73 125 71 125 72 125
34 (1, 1, 1) (5.6089623686378705, 5.235400040117584, 3.5204966739804275) 32 39 125 48 125 32 125
35 (1, 1, 1) (-2.141467548978177, 3.6861264504765856, 4.151195275048425) 33 52 125 38 125 34 125
36 (1, 1, 1) (-3.6785617070181686, -8.43223311494629, 4.034902923022079) 34 59 125 56 125 57 125
37 (1, 1, 1) (7.02252151510433, -0.8467000098044402, 4.446000810839051) 35 85 125 91 125 87 125
38 (1, 1, 1) (1.0071792288024177, 1.9552038161188356, 4.438810828257602) 36 0 125 0 125 8 125
39 (1, 1, 1) (1.7678933213377057, 9.310191575902028, 3.9768855608808455) 37 65 125 65 125 66 125
40 (1, 1, 1) (9.8764776529365, 4.812107041082296, 4.423304716572885) 38 60 125 71 125 76 125
41 (1, 1, 1) (-2.9375746159005356, -2.7403141667371766, 4.012796058782112) 39 93 125 94 125 97 125
42 (1, 1, 1) (-5.75953746672911, 9.276715894071359, 3.801553423391647) 40 63 125 66 125 56 125
43 (1, 1, 1) (-6.6822323090082865, -6.258971699410716, 4.431815039205021) 41 50 125 53 125 51 125
44 (1, 1, 1) (-4.026753235654348, -9.812528165804853, 3.5963558752504965) 42 51 125 58 125 54 125
45 (1, 1, 1) (2.6097119512596585, -9.726945912857284, 4.430690997565616) 43 79 125 87 125 87 125
46 (1, 1, 1) (0.04668988565424925, 0.2512264654907739, 3.7585484691726863) 44 0 125 0 125 0 125
47 (1, 1, 1) (9.820856391123357, 9.87339142049668, 4.203592518006166) 45 56 125 57 125 72 125
48 (1, 1, 1) (7.4197203947739645, -3.0677498083556998, 3.8105825202118453) 46 76 125 69 125 72 125
49 (1, 1, 1) (2.011468427331206, -0.5861081537599766, 4.312083152133434) 47 11 125 10 125 6 125
50 (1, 1, 1) (-5.756739442389145, -8.245316022824852, 4.171930309954691) 48 47 125 55 125 51 125
51 (1, 1, 1) (4.490485790422662, 1.8732729498228764, 3.93326803719199) 49 31 125 34 125 31 125
52 (1, 1, 1) (6.417964772392757, -1.1433752107731703, 4.32797930850544) 50 82 125 87 125 84 125
53 (1, 1, 1) (-6.791084454056289, 0.9280624799258632, 3.6768392137910415) 51 88 125 93 125 82 125
54 (1, 1, 1) (-9.582966173166751, 2.154393617259995, 4.490746748792899) 52 76 125 85 125 87 125
55 (1, 1, 1) (4.48850023517352, -4.827423234222152, 3.8296749113008053) 53 77 125 86 125 77 125
56 (1, 1, 1) (-7.052819413017439, 9.638245665241396, 3.6244690819235528) 54 62 125 64 125 58 125
57 (1, 1, 1) (-8.29317373205476, -6.58274239289103, 4.463613321583182) 55 45 125 54 125 53 125
58 (1, 1, 1) (-5.484506885574225, 0.3238134367884449, 4.363823405732285) 56 91 125 98 125 96 125
59 (1, 1, 1) (-3.7499297857576774, 8.224147507188825, 3.849332549933495) 57 69 125 70 125 66 125
60 (1, 1, 1) (-7.899606501489307, 5.136397656905771, 3.9206317026822695) 58 93 125 79 125 62 125
61 (1, 1, 1) (-3.8046044696678694, 5.335120295090137, 3.5542283412585114) 59 78 125 70 125 66 125
62 (1, 1, 1) (6.230387177307197, 6.589239099683155, 3.659310224400456) 60 71 125 80 125 82 125
63 (1, 1, 1) (2.6248653618706914, -6.625672325698535, 4.128391376089842) 61 92 125 77 125 62 125
64 (1, 1, 1) (8.671187442245238, 4.490909303874629, 3.6882658976437286) 62 61 125 75 125 82 125
65 (1, 1, 1) (4.879576943471719, 4.62609474351688, 4.220496316727257) 63 39 125 52 125 45 125
66 (1, 1, 1) (-6.035052405635408, 2.0563400072208893, 4.450247481328782) 64 92 125 81 125 63 125
67 (1, 1, 1) (-7.30372423377659, 6.365942598458975, 3.712835165977979) 65 76 125 65 125 54 125
68 (1, 1, 1) (-9.093726414247591, -4.082397710629677, 4.381882393102692) 66 49 125 56 125 52 125
69 (1, 1, 1) (7.18875719610379, 8.09659664609671, 4.2056490589887225) 67 61 125 63 125 80 125
70 (1, 1, 1) (-8.767868975226582, -7.110440467123724, 4.143221741917714) 68 45 125 53 125 51 125
71 (1, 1, 1) (-4.645885675492691, 5.84450948382878, 4.332548703062837) 69 65 125 66 125 61 125
72 (1, 1, 1) (-0.3515331659703502, -2.6682483026586334, 3.948948551702751) 70 96 125 90 125 77 125
73 (1, 1, 1) (-0.3458547516538957, -2.491947278374047, 4.13684511981341) 71 92 125 89 125 80 125
74 (1, 1, 1) (-8.365438644778688, 8.911536794594738, 4.35595576607531) 72 68 125 64 125 53 125
75 (1, 1, 1) (1.7421570906859092, -4.933996380786521, 3.5410097450551685) 73 90 125 80 125 72 125
76 (1, 1, 1) (0.3805029227999608, 8.329915127355157, 4.404605725184772) 74 65 125 72 125 70 125
77 (1, 1, 1) (-9.227523091144647, 1.6001819216662376, 3.8219292828494433) 75 67 125 77 125 77 125
78 (1, 1, 1) (-9.767645879311456, -1.0931545436354728, 4.0699503052104955) 76 52 125 60 125 54 125
79 (1, 1, 1) (1.5091280004018959, 9.412777563405083, 4.360556528629392) 77 64 125 65 125 74 125
80 (1, 1, 1) (-1.7623804361864632, -2.0351033653042734, 4.472849399366704) 78 98 125 83 125 72 125
81 (1, 1, 1) (3.7355290659682243, -7.362021942105972, 4.145494539316297) 79 97 125 78 125 63 125
82 (1, 1, 1) (-9.03106127454528, 9.357492439901577, 3.6050033084196405) 80 69 125 64 125 55 125
83 (1, 1, 1) (2.9881194986618613, 0.03803834040546583, 3.6238812922556503) 81 16 125 15 125 9 125
84 (1, 1, 1) (-0.9729670201368386, 6.734606686223945, 4.240792163436636) 82 68 125 73 125 71 125
85 (1, 1, 1) (4.504085235771001, -0.27544762434952474, 4.190743785296113) 83 35 125 53 125 41 125
86 (1, 1, 1) (-1.2818528945002932, 2.219270467308574, 3.995049912652533) 84 44 125 32 125 42 125
87 (1, 1, 1) (-4.619703893760443, -7.933597445973679, 3.817598301618231) 85 46 125 55 125 54 125
88 (1, 1, 1) (0.9355382175114446, 6.279210741725343, 4.305535266349451) 86 80 125 82 125 86 125
89 (1, 1, 1) (0.036379510848508545, 8.618906140674284, 3.537433742801035) 87 69 125 72 125 75 125
90 (1, 1, 1) (-9.163218135748112, -2.857301712786178, 4.140633573739266) 88 48 125 56 125 51 125
91 (1, 1, 1) (8.79807097941676, 8.667555586971506, 4.013901825212938) 89 49 125 60 125 74 125
92 (1, 1, 1) (9.427709499269614, 3.6585610586304824, 4.010369447501767) 90 65 125 68 125 81 125
93 (1, 1, 1) (4.7983927306812575, -8.988917241832235, 4.227310555397707) 91 69 125 75 125 46 125
94 (1, 1, 1) (5.197762102511529, -6.545821443810722, 3.7446701513376035) 92 78 125 62 125 54 125
95 (1, 1, 1) (6.922025186915906, -1.2132821056716914, 4.132922329295377) 93 67 125 73 125 72 125
96 (1, 1, 1) (-5.899108956676551, 4.748633032730844, 3.842525673768547) 94 74 125 65 125 51 125
97 (1, 1, 1) (-9.186235737127497, 5.786607875326968, 4.471088201722466) 95 94 125 78 125 63 125
98 (1, 1, 1) (0.9907173778988998, -9.020115269140792, 3.5126392637533206) 96 69 125 74 125 71 125
99 (1, 1, 1) (-1.1089684741182566, -7.74549902787808, 3.780271935235385) 97 57 125 57 125 55 125
100 (1, 1, 1) (9.058511997318845, 0.00032359542407434105, 3.7192703699393164) 98 69 125 67 125 76 125
101 (1, 1, 1) (-4.9484009469033445, -3.5973226585462985, 3.65498202562694) 99 60 125 57 125 56 125
102 (1, 1, 1) (-1.8666588479949162, -4.867448255550755, 4.24673773104358) 100 73 125 87 125 82 125

View File

@ -1,101 +0,0 @@
"dipole_mom","dipole_loc","dipole_freq","low_success","low_count","medium_success","medium_count","high_success","high_count"
"(1, 1, 1)","(-3.1785819524149765, -6.422104762626337, 3.9503090060105075)","1","77","125","72","125","69","125"
"(1, 1, 1)","(2.3715791204749532, 0.8946224822851594, 3.6596389328307817)","2","0","125","1","125","0","125"
"(1, 1, 1)","(-7.992571481753332, -3.2414854464110725, 4.40969635565024)","3","55","125","67","125","73","125"
"(1, 1, 1)","(0.18382562551655646, 1.5998424236883402, 3.8195429110965113)","4","0","125","3","125","0","125"
"(1, 1, 1)","(-3.6827593505161964, 1.8939634776585468, 4.438083480198813)","5","83","125","87","125","87","125"
"(1, 1, 1)","(8.643061006806928, 1.1908613125185479, 3.5023411593837706)","6","10","125","5","125","7","125"
"(1, 1, 1)","(8.360375979734002, 5.547093599572079, 3.5801578606472626)","7","3","125","5","125","5","125"
"(1, 1, 1)","(-5.3304836862880345, 3.420923266031, 4.493435732890354)","8","98","125","90","125","86","125"
"(1, 1, 1)","(7.984736794236422, -1.6003368074379019, 3.6355663710931685)","9","46","125","45","125","29","125"
"(1, 1, 1)","(5.642757490783447, -4.805649520676285, 4.370813035953928)","10","86","125","85","125","67","125"
"(1, 1, 1)","(-4.569214341502674, -8.246472599027852, 3.808664982838632)","11","60","125","58","125","56","125"
"(1, 1, 1)","(-0.6129822734076242, 1.975121443573073, 4.399593960910105)","12","0","125","4","125","10","125"
"(1, 1, 1)","(-7.224710077987353, 4.986469509193924, 3.5500709388358995)","13","79","125","77","125","88","125"
"(1, 1, 1)","(1.1089755949393556, -7.324406145133818, 4.1767941513462485)","14","61","125","64","125","67","125"
"(1, 1, 1)","(-6.867511754123543, 1.18728891752699, 4.2096167453193)","15","63","125","69","125","77","125"
"(1, 1, 1)","(4.98504343651075, -7.331413874604693, 4.119739248214733)","16","86","125","85","125","77","125"
"(1, 1, 1)","(2.1395885791327913, 3.3464194248174373, 4.40640326427988)","17","0","125","0","125","1","125"
"(1, 1, 1)","(-3.8978078287173634, 8.401408452943816, 3.700675778196623)","18","73","125","64","125","60","125"
"(1, 1, 1)","(-1.028439700076305, 0.6659407077361514, 4.255066188150615)","19","91","125","92","125","74","125"
"(1, 1, 1)","(9.103765768536213, -2.6429730959873865, 4.182310744512549)","20","63","125","69","125","70","125"
"(1, 1, 1)","(6.707547653269074, -0.015568357215471451, 3.5750954205182848)","21","8","125","5","125","5","125"
"(1, 1, 1)","(1.185779787422108, 1.5631441121482403, 3.737987495469337)","22","3","125","3","125","0","125"
"(1, 1, 1)","(-5.613039768280252, 6.299456678286823, 4.0560214768735)","23","85","125","92","125","68","125"
"(1, 1, 1)","(-1.3418600636884719, -8.621600945824696, 3.9456438859871943)","24","50","125","50","125","52","125"
"(1, 1, 1)","(0.6391430775402807, 4.776811138220161, 3.8880039255622783)","25","5","125","5","125","2","125"
"(1, 1, 1)","(9.716312018262851, -9.819604792241911, 3.5096617782969646)","26","98","125","73","125","67","125"
"(1, 1, 1)","(2.357752609628861, 4.681634704665571, 3.93205780885211)","27","3","125","1","125","0","125"
"(1, 1, 1)","(-5.326398260622536, 0.8441526268359674, 4.342122031520651)","28","68","125","81","125","83","125"
"(1, 1, 1)","(-7.1473858987787375, 6.8740486258929465, 4.206224781687428)","29","99","125","88","125","66","125"
"(1, 1, 1)","(-0.5572781737262602, -9.63362593814352, 4.334269824159562)","30","50","125","51","125","49","125"
"(1, 1, 1)","(1.5430419494398038, -2.694675499070385, 4.422271137144171)","31","92","125","100","125","71","125"
"(1, 1, 1)","(-2.4118576229348188, -5.594438950606695, 4.39659317424543)","32","50","125","57","125","54","125"
"(1, 1, 1)","(4.678205579345846, -4.435255379647796, 4.415372026737615)","33","87","125","90","125","71","125"
"(1, 1, 1)","(2.5732715043481456, 2.7680441452666855, 4.36708571927521)","34","0","125","0","125","0","125"
"(1, 1, 1)","(-0.45514110441184386, -2.5898312120446665, 3.8239833237186494)","35","75","125","80","125","85","125"
"(1, 1, 1)","(-1.6715171065088654, 2.3907998333194413, 4.3343725413538285)","36","94","125","90","125","81","125"
"(1, 1, 1)","(1.2954242282382982, 1.1475851551449345, 4.007534665821421)","37","1","125","0","125","1","125"
"(1, 1, 1)","(8.298178690654495, -4.141358410749514, 4.304610245268913)","38","70","125","67","125","59","125"
"(1, 1, 1)","(-1.2671565512188625, 8.229565678133145, 4.291837210529245)","39","66","125","76","125","85","125"
"(1, 1, 1)","(4.749643440467219, 3.8451313296984715, 3.812787589912217)","40","10","125","8","125","2","125"
"(1, 1, 1)","(-6.299274623755398, 3.8228778564119175, 3.63006506136637)","41","77","125","75","125","81","125"
"(1, 1, 1)","(-9.233557617798752, -1.6251341799729317, 4.409757983260206)","42","50","125","53","125","49","125"
"(1, 1, 1)","(3.4609625630083904, 1.6336099070892836, 3.603472486492687)","43","0","125","2","125","0","125"
"(1, 1, 1)","(-8.083958068616187, 1.3469207593366015, 3.5108572945186087)","44","53","125","57","125","56","125"
"(1, 1, 1)","(0.9530809650185859, 2.2507091657498925, 4.404289386701055)","45","0","125","0","125","0","125"
"(1, 1, 1)","(-1.884800878786434, -7.3914056230122815, 4.472928549544164)","46","50","125","50","125","47","125"
"(1, 1, 1)","(0.31835677905577064, -1.1121446251771836, 3.9804333112197186)","47","90","125","90","125","64","125"
"(1, 1, 1)","(7.167300978585935, 1.2643644632249185, 4.006103450999424)","48","36","125","31","125","21","125"
"(1, 1, 1)","(-7.190308244123709, 7.983515736172674, 3.5167673758868823)","49","94","125","83","125","66","125"
"(1, 1, 1)","(5.763030355813228, -0.08308322178580418, 3.8085763478095758)","50","19","125","14","125","10","125"
"(1, 1, 1)","(4.75507438343544, -1.7993137194421838, 3.839877283178131)","51","84","125","85","125","94","125"
"(1, 1, 1)","(-1.934559887382827, 4.879515264403025, 4.475103601503803)","52","82","125","79","125","84","125"
"(1, 1, 1)","(-0.10536751573241254, 9.954038518337963, 3.8566055204226792)","53","64","125","66","125","72","125"
"(1, 1, 1)","(-4.9114431009710895, -2.3921752213783787, 3.5360805336039265)","54","51","125","59","125","54","125"
"(1, 1, 1)","(9.747801374345261, -7.768497639861471, 3.622251646152478)","55","82","125","71","125","63","125"
"(1, 1, 1)","(-2.69873225857705, 6.082441097361819, 3.5454456502688414)","56","75","125","71","125","68","125"
"(1, 1, 1)","(2.190571797735899, 0.14782308658974408, 4.400301455100462)","57","12","125","10","125","6","125"
"(1, 1, 1)","(-6.485911622507812, -9.635183657240667, 4.374995706344277)","58","46","125","47","125","45","125"
"(1, 1, 1)","(-2.7960112534874026, 0.6822227130858423, 3.9875136023988222)","59","90","125","91","125","87","125"
"(1, 1, 1)","(-4.777994877373047, -4.080466479637437, 3.7197919402255932)","60","54","125","50","125","52","125"
"(1, 1, 1)","(7.525565018865191, 4.037935252860281, 4.031998502681133)","61","53","125","44","125","48","125"
"(1, 1, 1)","(0.9061564844602863, -8.072226639958153, 4.343003811150518)","62","51","125","53","125","57","125"
"(1, 1, 1)","(-5.66832757958637, -3.847685827237088, 3.5096350701263224)","63","59","125","51","125","50","125"
"(1, 1, 1)","(0.2314458957843577, 7.053326465007217, 4.387348329925239)","64","75","125","90","125","95","125"
"(1, 1, 1)","(-2.8910973976658223, -7.281736469122411, 4.248369571019221)","65","50","125","50","125","49","125"
"(1, 1, 1)","(7.287682532362346, -9.5990487954715, 3.806108855607121)","66","89","125","87","125","78","125"
"(1, 1, 1)","(5.818170404095326, -7.61052267559805, 3.7888182490436435)","67","86","125","89","125","78","125"
"(1, 1, 1)","(7.716120964992118, -6.279628727423114, 3.7458790472523704)","68","84","125","75","125","66","125"
"(1, 1, 1)","(8.12398855203881, -4.0810701582818805, 3.9494713672960176)","69","70","125","70","125","59","125"
"(1, 1, 1)","(-0.15176837140678856, 7.237739314230868, 4.476319710419323)","70","73","125","87","125","89","125"
"(1, 1, 1)","(5.173363578248136, -1.759201026748185, 3.949799309636673)","71","81","125","76","125","84","125"
"(1, 1, 1)","(6.504343678145553, 0.009745124653788295, 4.497792684296299)","72","74","125","87","125","94","125"
"(1, 1, 1)","(4.8388270713739026, 7.6135355267442115, 4.322569123931589)","73","79","125","80","125","84","125"
"(1, 1, 1)","(-9.796768569975583, 1.6869843015068842, 4.38036728963277)","74","55","125","59","125","60","125"
"(1, 1, 1)","(4.11957754443913, 8.648829912960274, 4.316033259566462)","75","62","125","75","125","77","125"
"(1, 1, 1)","(-0.6959053617541642, 8.794311054271557, 3.7199841213462275)","76","67","125","72","125","71","125"
"(1, 1, 1)","(-9.85981640041688, 8.501247791006104, 4.200085561912752)","77","88","125","90","125","62","125"
"(1, 1, 1)","(-4.503094361382631, -3.5758418203740794, 4.1742172891574905)","78","47","125","50","125","48","125"
"(1, 1, 1)","(-7.562117385350358, 6.821430667431876, 3.6131160754669533)","79","70","125","87","125","62","125"
"(1, 1, 1)","(5.003242339118447, -0.8852330917050129, 4.175362884082549)","80","80","125","85","125","95","125"
"(1, 1, 1)","(4.254490915773115, 1.2269901450531115, 4.463918713650002)","81","12","125","11","125","5","125"
"(1, 1, 1)","(-3.307218386349242, 0.5780076149661113, 4.215404166404236)","82","76","125","84","125","87","125"
"(1, 1, 1)","(-0.8093587867019494, -0.48255244708915335, 3.802207311896658)","83","87","125","90","125","86","125"
"(1, 1, 1)","(-7.256617673468613, -4.782472937108504, 3.50032672205664)","84","56","125","57","125","45","125"
"(1, 1, 1)","(8.30262984410875, -8.02390009352619, 4.011884970360856)","85","97","125","81","125","66","125"
"(1, 1, 1)","(-8.039726071337343, 2.0319410174752477, 4.187857705716551)","86","58","125","65","125","72","125"
"(1, 1, 1)","(0.6420985463545534, -0.8731554488322892, 3.6805021679967105)","87","90","125","90","125","66","125"
"(1, 1, 1)","(9.511990871008258, -5.122321154733225, 4.387688793679617)","88","68","125","62","125","52","125"
"(1, 1, 1)","(-3.3212773804783335, 2.7039582231848307, 3.7653224102042557)","89","100","125","99","125","64","125"
"(1, 1, 1)","(-1.5588873733705206, 5.500843649859515, 4.0541192494776155)","90","78","125","76","125","78","125"
"(1, 1, 1)","(-7.474277334490429, -1.4706777895161025, 4.356841857964023)","91","45","125","49","125","49","125"
"(1, 1, 1)","(-4.769730052330408, 0.5355201368647151, 3.810814662919528)","92","69","125","73","125","77","125"
"(1, 1, 1)","(-8.859966818759474, -0.12627645954762023, 3.8525793241568174)","93","54","125","49","125","49","125"
"(1, 1, 1)","(-2.4161577619230767, -3.46091379668316, 3.5589051367821023)","94","50","125","53","125","54","125"
"(1, 1, 1)","(-5.984540375903338, 3.256070336667932, 3.9279960068862083)","95","83","125","71","125","76","125"
"(1, 1, 1)","(3.055488800913448, 1.8320603131013247, 4.360269880252684)","96","11","125","5","125","5","125"
"(1, 1, 1)","(-9.00389425974518, 5.605890545191418, 4.019739324099035)","97","80","125","75","125","72","125"
"(1, 1, 1)","(5.71803340743215, -0.1983825787949236, 4.3678940843762835)","98","76","125","88","125","94","125"
"(1, 1, 1)","(6.148768016888294, -2.1729638282211834, 4.0963397855593024)","99","74","125","69","125","67","125"
"(1, 1, 1)","(-8.070128411636206, 7.103383294584194, 4.128295134818701)","100","85","125","62","125","64","125"
1 dipole_mom dipole_loc dipole_freq low_success low_count medium_success medium_count high_success high_count
2 (1, 1, 1) (-3.1785819524149765, -6.422104762626337, 3.9503090060105075) 1 77 125 72 125 69 125
3 (1, 1, 1) (2.3715791204749532, 0.8946224822851594, 3.6596389328307817) 2 0 125 1 125 0 125
4 (1, 1, 1) (-7.992571481753332, -3.2414854464110725, 4.40969635565024) 3 55 125 67 125 73 125
5 (1, 1, 1) (0.18382562551655646, 1.5998424236883402, 3.8195429110965113) 4 0 125 3 125 0 125
6 (1, 1, 1) (-3.6827593505161964, 1.8939634776585468, 4.438083480198813) 5 83 125 87 125 87 125
7 (1, 1, 1) (8.643061006806928, 1.1908613125185479, 3.5023411593837706) 6 10 125 5 125 7 125
8 (1, 1, 1) (8.360375979734002, 5.547093599572079, 3.5801578606472626) 7 3 125 5 125 5 125
9 (1, 1, 1) (-5.3304836862880345, 3.420923266031, 4.493435732890354) 8 98 125 90 125 86 125
10 (1, 1, 1) (7.984736794236422, -1.6003368074379019, 3.6355663710931685) 9 46 125 45 125 29 125
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64 (1, 1, 1) (-5.66832757958637, -3.847685827237088, 3.5096350701263224) 63 59 125 51 125 50 125
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66 (1, 1, 1) (-2.8910973976658223, -7.281736469122411, 4.248369571019221) 65 50 125 50 125 49 125
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71 (1, 1, 1) (-0.15176837140678856, 7.237739314230868, 4.476319710419323) 70 73 125 87 125 89 125
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73 (1, 1, 1) (6.504343678145553, 0.009745124653788295, 4.497792684296299) 72 74 125 87 125 94 125
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84 (1, 1, 1) (-0.8093587867019494, -0.48255244708915335, 3.802207311896658) 83 87 125 90 125 86 125
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90 (1, 1, 1) (-3.3212773804783335, 2.7039582231848307, 3.7653224102042557) 89 100 125 99 125 64 125
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97 (1, 1, 1) (3.055488800913448, 1.8320603131013247, 4.360269880252684) 96 11 125 5 125 5 125
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100 (1, 1, 1) (6.148768016888294, -2.1729638282211834, 4.0963397855593024) 99 74 125 69 125 67 125
101 (1, 1, 1) (-8.070128411636206, 7.103383294584194, 4.128295134818701) 100 85 125 62 125 64 125

View File

@ -1,101 +0,0 @@
"dipole_mom","dipole_loc","dipole_freq","low_success","low_count","medium_success","medium_count","high_success","high_count"
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"(1, 1, 1)","(-7.506966978552434, -5.79788236421773, 3.7797916719944804)","66","51","125","50","125","46","125"
"(1, 1, 1)","(3.4525903126669526, 4.695837256048041, 3.64031408781229)","67","5","125","5","125","1","125"
"(1, 1, 1)","(2.0771519157671356, 8.905949694503175, 4.2477967742600535)","68","60","125","75","125","83","125"
"(1, 1, 1)","(-3.9883335951793946, 2.4615808939118224, 3.849649463617218)","69","95","125","87","125","83","125"
"(1, 1, 1)","(-6.238207048188224, -7.528265365411107, 3.7467151520542137)","70","53","125","48","125","44","125"
"(1, 1, 1)","(7.430351901216213, -5.066688069194278, 4.287673690001151)","71","68","125","66","125","60","125"
"(1, 1, 1)","(0.997488549017838, -1.1571208526789594, 3.725865640720836)","72","90","125","90","125","65","125"
"(1, 1, 1)","(-5.71084213172883, 9.032883497684693, 3.58945573395309)","73","70","125","65","125","59","125"
"(1, 1, 1)","(2.770182993356185, -6.00588536172721, 3.6732363018949172)","74","71","125","73","125","79","125"
"(1, 1, 1)","(9.15434478650851, -8.681269031199312, 4.317861609473894)","75","91","125","76","125","64","125"
"(1, 1, 1)","(7.9552244972538375, 1.0862498669569494, 4.109967043847325)","76","71","125","90","125","91","125"
"(1, 1, 1)","(9.817867987000447, -4.090937678170015, 3.9207151502439497)","77","65","125","64","125","54","125"
"(1, 1, 1)","(3.3450893001563013, 5.988794742560037, 3.9986599354313537)","78","2","125","2","125","0","125"
"(1, 1, 1)","(8.136722439101653, -9.254565019158207, 4.147575510698235)","79","81","125","57","125","54","125"
"(1, 1, 1)","(2.279210778600355, -6.811464435562131, 4.198621677027739)","80","65","125","73","125","75","125"
"(1, 1, 1)","(-5.2923730788139896, -8.805369387240361, 4.3259096988996335)","81","49","125","46","125","47","125"
"(1, 1, 1)","(3.8264161050018597, 4.932583335890504, 3.517764330617813)","82","5","125","5","125","4","125"
"(1, 1, 1)","(2.5521253705468645, -4.502027025009843, 4.0446084501564545)","83","95","125","86","125","80","125"
"(1, 1, 1)","(-1.1874243760730288, -9.179612589834692, 3.5445456252175327)","84","47","125","53","125","47","125"
"(1, 1, 1)","(0.9165319705665169, 2.9455448108804205, 3.895196543005452)","85","4","125","5","125","3","125"
"(1, 1, 1)","(8.201668529933972, -6.60466216428492, 3.7110419584387273)","86","83","125","77","125","69","125"
"(1, 1, 1)","(7.784814076727898, -4.012147657385972, 4.2881353696032445)","87","70","125","69","125","60","125"
"(1, 1, 1)","(7.778770274327968, -5.063026605041674, 3.7394370254059033)","88","69","125","68","125","62","125"
"(1, 1, 1)","(1.6617228789553238, 2.584780756192684, 3.991927191129446)","89","1","125","0","125","0","125"
"(1, 1, 1)","(0.4933372391612938, 6.317176604723706, 4.109882111880916)","90","84","125","102","125","99","125"
"(1, 1, 1)","(2.23365729978277, -7.45571883924641, 4.4065401617624795)","91","67","125","70","125","74","125"
"(1, 1, 1)","(7.631591872287167, -5.74704105730488, 4.396210779838162)","92","70","125","68","125","59","125"
"(1, 1, 1)","(0.32851797971044405, -0.17816723938549472, 4.136947394522084)","93","90","125","89","125","65","125"
"(1, 1, 1)","(-3.217365526878657, 5.201272818313967, 4.016918745658057)","94","74","125","75","125","63","125"
"(1, 1, 1)","(1.8632125404421593, 9.680499392300387, 3.694668254293287)","95","66","125","67","125","77","125"
"(1, 1, 1)","(0.28411366391812365, -3.621115804554562, 4.424624418551081)","96","73","125","75","125","87","125"
"(1, 1, 1)","(5.713326420131132, 0.8635330148675138, 3.55537347069178)","97","24","125","14","125","10","125"
"(1, 1, 1)","(4.4204965208341385, 8.400655404011744, 4.176107212365751)","98","60","125","69","125","74","125"
"(1, 1, 1)","(-4.939213802067188, 7.707952002863475, 3.696652955230099)","99","69","125","69","125","62","125"
"(1, 1, 1)","(9.9862392385641, -1.206360375570668, 3.6648882353169143)","100","59","125","59","125","59","125"
1 dipole_mom dipole_loc dipole_freq low_success low_count medium_success medium_count high_success high_count
2 (1, 1, 1) (4.2381871678914695, -8.54495760751349, 3.5398235898407977) 1 65 125 72 125 82 125
3 (1, 1, 1) (-1.1114534640388065, -0.5309881324375496, 3.991767084947888) 2 90 125 90 125 91 125
4 (1, 1, 1) (8.847740791810132, 7.685010466393646, 4.445400677806465) 3 10 125 6 125 0 125
5 (1, 1, 1) (2.8344250328647824, -4.594687351870224, 4.485436733289965) 4 81 125 82 125 86 125
6 (1, 1, 1) (-0.6105228678560781, 0.07353901033497934, 3.656481642981239) 5 12 125 15 125 15 125
7 (1, 1, 1) (9.946071043017735, 4.203381322586388, 4.206408385425023) 6 12 125 6 125 0 125
8 (1, 1, 1) (6.677724533385586, 3.5522217735722954, 3.817295718493182) 7 5 125 5 125 2 125
9 (1, 1, 1) (-0.1841157915441567, 8.84051961201191, 3.6205414027055296) 8 25 125 23 125 15 125
10 (1, 1, 1) (7.55684758361236, -5.463733632773051, 4.060004452723817) 9 70 125 70 125 58 125
11 (1, 1, 1) (1.2851038134800863, -2.6121414947666803, 4.357029610601915) 10 80 125 84 125 64 125
12 (1, 1, 1) (3.526140412361137, -1.8587214094968711, 3.661371937568888) 11 10 125 10 125 10 125
13 (1, 1, 1) (8.105469351194447, 7.643913180785052, 3.5444098920040985) 12 7 125 5 125 0 125
14 (1, 1, 1) (9.502327601401056, 4.669531402067015, 4.2614784312212475) 13 26 125 17 125 10 125
15 (1, 1, 1) (-4.519848222634599, 7.9975780071880855, 3.633021227401195) 14 73 125 67 125 53 125
16 (1, 1, 1) (-1.7998580425960213, -1.6852191007069077, 3.5175084391094336) 15 55 125 57 125 57 125
17 (1, 1, 1) (0.5453801574105572, -6.366596859597882, 4.169338930772591) 16 61 125 64 125 64 125
18 (1, 1, 1) (1.4286007410894452, 7.259237283762321, 4.0087354337921655) 17 7 125 5 125 5 125
19 (1, 1, 1) (9.227850835945887, -0.45825691876483887, 4.118049761820166) 18 75 125 90 125 90 125
20 (1, 1, 1) (-1.2148723996275415, -6.320135357579262, 4.231390735632607) 19 58 125 60 125 60 125
21 (1, 1, 1) (-2.550751473280643, -9.27517883803884, 3.794668802945498) 20 50 125 51 125 52 125
22 (1, 1, 1) (-8.445776569153933, -2.0018394385970995, 4.211152488108537) 21 50 125 52 125 53 125
23 (1, 1, 1) (-7.116302582211677, -5.753255704505628, 4.107623288914122) 22 50 125 52 125 52 125
24 (1, 1, 1) (-8.650285060673188, -9.206693382410478, 3.614696804576042) 23 45 125 47 125 44 125
25 (1, 1, 1) (8.095049779222176, 8.292563345584409, 3.721435728113127) 24 89 125 100 125 95 125
26 (1, 1, 1) (3.322076983784614, 3.8143904592652085, 4.194638144259316) 25 0 125 0 125 0 125
27 (1, 1, 1) (-6.348136141375398, -9.494475346535538, 3.589578187736354) 26 53 125 51 125 48 125
28 (1, 1, 1) (-5.179777025353102, -2.071603567032181, 4.307893991026944) 27 57 125 60 125 57 125
29 (1, 1, 1) (4.225829631163116, 5.940100367945689, 4.375184057385841) 28 5 125 5 125 8 125
30 (1, 1, 1) (9.93085842539774, -8.7801908944135, 3.6630155520939294) 29 92 125 79 125 63 125
31 (1, 1, 1) (1.8846503676597415, 1.6516367263949405, 4.361226238171054) 30 2 125 0 125 1 125
32 (1, 1, 1) (8.781285700904036, -8.702816799129831, 4.0693735100308865) 31 99 125 84 125 64 125
33 (1, 1, 1) (-0.12216646110287144, 9.185539285721855, 3.881620215473926) 32 76 125 81 125 92 125
34 (1, 1, 1) (3.456996700526192, -0.23773889623836553, 3.5166043552469417) 33 0 125 0 125 1 125
35 (1, 1, 1) (-6.131318336234357, -9.186503096826248, 3.6386643915086143) 34 53 125 52 125 47 125
36 (1, 1, 1) (-6.00263421398652, -2.0277343925155815, 3.655764747483347) 35 52 125 60 125 55 125
37 (1, 1, 1) (-2.9414362355903334, -7.686890083559124, 3.643592153183162) 36 50 125 50 125 52 125
38 (1, 1, 1) (-2.4435262681468934, 7.022933909201544, 4.357226065446405) 37 76 125 73 125 77 125
39 (1, 1, 1) (4.526959808275443, -8.836160272758276, 4.24245736004511) 38 66 125 69 125 71 125
40 (1, 1, 1) (3.6403136685356756, 1.6268353657007388, 3.5458502437318766) 39 0 125 1 125 0 125
41 (1, 1, 1) (9.211091505837416, -6.108097893054875, 3.909880271531386) 40 69 125 66 125 59 125
42 (1, 1, 1) (0.3863583133879107, 3.7085795825335417, 3.885972479471385) 41 1 125 0 125 3 125
43 (1, 1, 1) (8.422884567347484, 9.210759810583248, 3.959001037362089) 42 57 125 64 125 69 125
44 (1, 1, 1) (0.33446965113562044, 4.758265943157438, 3.507619147078362) 43 5 125 5 125 2 125
45 (1, 1, 1) (0.25444017712360534, -8.214472896039789, 4.4292174023252775) 44 47 125 54 125 54 125
46 (1, 1, 1) (4.785068897944328, -6.719700754298598, 4.010723011691831) 45 90 125 90 125 81 125
47 (1, 1, 1) (-4.035992368653238, 7.799409974916816, 4.0260295795296575) 46 70 125 71 125 60 125
48 (1, 1, 1) (-7.515717553714795, -5.403659911227791, 3.8575145011186667) 47 55 125 53 125 47 125
49 (1, 1, 1) (-0.6282904407499412, -3.662624625206396, 3.782546620108751) 48 56 125 64 125 67 125
50 (1, 1, 1) (-1.4791315170969188, -9.828411382076936, 4.129642805648068) 49 49 125 52 125 48 125
51 (1, 1, 1) (6.904153003689256, -6.220681646408758, 3.6275132507910506) 50 93 125 84 125 67 125
52 (1, 1, 1) (8.524990037956638, 1.9912102690253537, 4.124076893370404) 51 80 125 89 125 95 125
53 (1, 1, 1) (-5.68997539793515, -3.1275977044269165, 3.589342639635605) 52 50 125 52 125 53 125
54 (1, 1, 1) (-5.039524451480258, 2.2866662488739404, 4.428491129551672) 53 87 125 75 125 79 125
55 (1, 1, 1) (8.049581248729286, 8.795812531583643, 3.887022405069562) 54 58 125 64 125 72 125
56 (1, 1, 1) (-9.361004774034056, -1.6526651486790414, 4.079502104314209) 55 49 125 51 125 47 125
57 (1, 1, 1) (6.528489339351715, -4.283453436380665, 4.282798238035854) 56 70 125 73 125 61 125
58 (1, 1, 1) (4.823697112343762, 6.060219444235866, 3.64395445997964) 57 3 125 1 125 0 125
59 (1, 1, 1) (2.4890894869003866, -2.411356460410339, 4.050668615672766) 58 90 125 88 125 65 125
60 (1, 1, 1) (3.1360683752006615, 7.006327220991157, 3.878346417324555) 59 27 125 15 125 10 125
61 (1, 1, 1) (5.809865363575952, 7.020857890906754, 4.094442323335167) 60 65 125 68 125 63 125
62 (1, 1, 1) (-9.573621787189532, 7.503791798940554, 3.900087317172885) 61 91 125 87 125 82 125
63 (1, 1, 1) (1.9482032408881516, 7.07079982574713, 4.071730343186192) 62 51 125 47 125 28 125
64 (1, 1, 1) (6.885399652093824, 4.489889126823268, 3.5892870328424387) 63 29 125 27 125 19 125
65 (1, 1, 1) (8.472091283038303, -4.592221550512454, 4.052122450890739) 64 70 125 67 125 59 125
66 (1, 1, 1) (-9.411229008995916, -5.868955518812021, 4.229312416719187) 65 48 125 47 125 46 125
67 (1, 1, 1) (-7.506966978552434, -5.79788236421773, 3.7797916719944804) 66 51 125 50 125 46 125
68 (1, 1, 1) (3.4525903126669526, 4.695837256048041, 3.64031408781229) 67 5 125 5 125 1 125
69 (1, 1, 1) (2.0771519157671356, 8.905949694503175, 4.2477967742600535) 68 60 125 75 125 83 125
70 (1, 1, 1) (-3.9883335951793946, 2.4615808939118224, 3.849649463617218) 69 95 125 87 125 83 125
71 (1, 1, 1) (-6.238207048188224, -7.528265365411107, 3.7467151520542137) 70 53 125 48 125 44 125
72 (1, 1, 1) (7.430351901216213, -5.066688069194278, 4.287673690001151) 71 68 125 66 125 60 125
73 (1, 1, 1) (0.997488549017838, -1.1571208526789594, 3.725865640720836) 72 90 125 90 125 65 125
74 (1, 1, 1) (-5.71084213172883, 9.032883497684693, 3.58945573395309) 73 70 125 65 125 59 125
75 (1, 1, 1) (2.770182993356185, -6.00588536172721, 3.6732363018949172) 74 71 125 73 125 79 125
76 (1, 1, 1) (9.15434478650851, -8.681269031199312, 4.317861609473894) 75 91 125 76 125 64 125
77 (1, 1, 1) (7.9552244972538375, 1.0862498669569494, 4.109967043847325) 76 71 125 90 125 91 125
78 (1, 1, 1) (9.817867987000447, -4.090937678170015, 3.9207151502439497) 77 65 125 64 125 54 125
79 (1, 1, 1) (3.3450893001563013, 5.988794742560037, 3.9986599354313537) 78 2 125 2 125 0 125
80 (1, 1, 1) (8.136722439101653, -9.254565019158207, 4.147575510698235) 79 81 125 57 125 54 125
81 (1, 1, 1) (2.279210778600355, -6.811464435562131, 4.198621677027739) 80 65 125 73 125 75 125
82 (1, 1, 1) (-5.2923730788139896, -8.805369387240361, 4.3259096988996335) 81 49 125 46 125 47 125
83 (1, 1, 1) (3.8264161050018597, 4.932583335890504, 3.517764330617813) 82 5 125 5 125 4 125
84 (1, 1, 1) (2.5521253705468645, -4.502027025009843, 4.0446084501564545) 83 95 125 86 125 80 125
85 (1, 1, 1) (-1.1874243760730288, -9.179612589834692, 3.5445456252175327) 84 47 125 53 125 47 125
86 (1, 1, 1) (0.9165319705665169, 2.9455448108804205, 3.895196543005452) 85 4 125 5 125 3 125
87 (1, 1, 1) (8.201668529933972, -6.60466216428492, 3.7110419584387273) 86 83 125 77 125 69 125
88 (1, 1, 1) (7.784814076727898, -4.012147657385972, 4.2881353696032445) 87 70 125 69 125 60 125
89 (1, 1, 1) (7.778770274327968, -5.063026605041674, 3.7394370254059033) 88 69 125 68 125 62 125
90 (1, 1, 1) (1.6617228789553238, 2.584780756192684, 3.991927191129446) 89 1 125 0 125 0 125
91 (1, 1, 1) (0.4933372391612938, 6.317176604723706, 4.109882111880916) 90 84 125 102 125 99 125
92 (1, 1, 1) (2.23365729978277, -7.45571883924641, 4.4065401617624795) 91 67 125 70 125 74 125
93 (1, 1, 1) (7.631591872287167, -5.74704105730488, 4.396210779838162) 92 70 125 68 125 59 125
94 (1, 1, 1) (0.32851797971044405, -0.17816723938549472, 4.136947394522084) 93 90 125 89 125 65 125
95 (1, 1, 1) (-3.217365526878657, 5.201272818313967, 4.016918745658057) 94 74 125 75 125 63 125
96 (1, 1, 1) (1.8632125404421593, 9.680499392300387, 3.694668254293287) 95 66 125 67 125 77 125
97 (1, 1, 1) (0.28411366391812365, -3.621115804554562, 4.424624418551081) 96 73 125 75 125 87 125
98 (1, 1, 1) (5.713326420131132, 0.8635330148675138, 3.55537347069178) 97 24 125 14 125 10 125
99 (1, 1, 1) (4.4204965208341385, 8.400655404011744, 4.176107212365751) 98 60 125 69 125 74 125
100 (1, 1, 1) (-4.939213802067188, 7.707952002863475, 3.696652955230099) 99 69 125 69 125 62 125
101 (1, 1, 1) (9.9862392385641, -1.206360375570668, 3.6648882353169143) 100 59 125 59 125 59 125

View File

@ -1,101 +0,0 @@
"dipole_mom","dipole_loc","dipole_freq","low_success","low_count","medium_success","medium_count","high_success","high_count"
"(-3.8654434092874297, 4.588824927249814, 0.03214088746615801)","(-6.5997402727611405, 3.6269675997855995, 3.9889686407024962)","1","246","4500","305","4500","376","4500"
"(1.5247165192636394, -0.07174353894123668, -5.802593592567445)","(-0.34770009978564786, -3.4516942495395497, 4.346202795627628)","2","42","4500","50","4500","18","4500"
"(0.9223707083487402, -2.313942251552401, 5.458470805350235)","(8.655164557524074, 3.076722641556536, 4.065023662958968)","3","1063","4500","1088","4500","1205","4500"
"(-2.7992913323692807, -4.053551669276672, -3.4253009942232113)","(7.880984292064518, -7.343560164223351, 3.6712241720794845)","4","3688","4500","3697","4500","3755","4500"
"(-2.9702023651850835, -2.5418046993297314, 4.551607054691148)","(5.639945806553449, -2.049137986836687, 3.7319639994232032)","5","829","4500","864","4500","938","4500"
"(-3.0581061213042484, -3.910913686228675, -3.3693828944942905)","(8.930368760356256, -6.265900680301306, 4.185731841142258)","6","3550","4500","3550","4500","3629","4500"
"(3.3978879971037177, -4.054135566294574, 2.8316677010630795)","(1.5487885084936543, 8.152034939708262, 4.458962729309976)","7","1115","4500","1148","4500","1312","4500"
"(-0.3414570104569854, 5.975500385294839, 0.4204786027267004)","(0.25650440236737637, -3.8335469240331115, 4.392063195676061)","8","150","4500","142","4500","170","4500"
"(-3.3013388201325538, -2.6704235269186545, -4.239103700260838)","(-8.291407077802905, 8.53473055372758, 3.6896148707424414)","9","3869","4500","3875","4500","3906","4500"
"(-2.008165172373381, -4.698282581641316, -3.145379694649344)","(6.162330022658406, 6.759947460075988, 3.9323910338320935)","10","655","4500","781","4500","795","4500"
"(-0.3396978066510811, -5.193869710863356, 2.9846813610053338)","(8.984705697119232, -2.0904312137509535, 4.158835496497553)","11","1193","4500","1206","4500","1310","4500"
"(3.4833121660026984, 2.1581584005362666, -4.382794619004218)","(6.289211599523174, 7.764792661033397, 3.9025098277648964)","12","635","4500","590","4500","699","4500"
"(-2.4201573637757976, 1.1707430736786186, -5.363972314432218)","(1.680507845116617, 4.966022405973749, 4.376555271152965)","13","302","4500","252","4500","206","4500"
"(3.3504572783721835, -4.90596716663625, -0.84019175530943)","(3.138020271585793, 6.394340060611757, 4.044962716818116)","14","843","4500","924","4500","919","4500"
"(4.282173592514813, -1.1484509387227453, -4.042777481499027)","(-4.046699975347893, 0.806553357003164, 4.3831146974597415)","15","138","4500","146","4500","106","4500"
"(-2.2998138371769254, 3.955546533637651, 3.8813023503144795)","(2.635167962374215, -3.4032507044665667, 4.231691540862537)","16","1034","4500","1041","4500","1140","4500"
"(-5.212918606667569, -2.196852321325281, -1.999829862399992)","(-2.1637706690277803, -4.1749054630626725, 4.391018960413022)","17","881","4500","974","4500","983","4500"
"(-3.1857501429516693, -4.081809340812845, -3.031472997065357)","(9.864289746492346, 8.257569107323658, 4.307558711505552)","18","1212","4500","1319","4500","1550","4500"
"(-5.897910256613391, -0.15351888343717646, 1.0913691205832994)","(6.642975556768761, -4.368523640349449, 3.9738017390617735)","19","1031","4500","1146","4500","1222","4500"
"(1.7817619548668098, 2.0715331179500467, -5.341729577339662)","(8.25830352303371, -4.439183965082818, 4.055134940303116)","20","3826","4500","3865","4500","3918","4500"
"(-4.307246925710361, -4.123738435125803, -0.6651355047092541)","(7.544196744741775, -7.746906699996421, 4.027062972984215)","21","3878","4500","3866","4500","3895","4500"
"(5.272845743693161, 2.3511219075018563, -1.6338064571061532)","(3.03164244586309, 7.422383620164627, 3.702962657128992)","22","1260","4500","1360","4500","1550","4500"
"(4.699311038337262, 0.40177070202462056, 3.708780940950301)","(7.985148984219045, 2.9310382147781144, 3.720680030718333)","23","657","4500","741","4500","780","4500"
"(-1.3915752761184537, 0.6509682607602038, 5.799979187409096)","(-3.7793026957188562, 3.22304634397163, 3.721472429425613)","24","223","4500","178","4500","110","4500"
"(-1.3164737825552497, 5.594523408267515, -1.7228478209614186)","(-1.3706780926958793, -9.620499678847839, 3.587076238081705)","25","1087","4500","1167","4500","1286","4500"
"(0.91909856443576, -1.7046695095415185, -5.678851969552614)","(7.51253274011377, 8.736607008106422, 4.242027627539333)","26","3418","4500","3518","4500","3604","4500"
"(-5.373772328542622, -2.293799476857655, -1.3642048676636358)","(-0.5755744510897642, -8.473810175819585, 3.5161227310975662)","27","1054","4500","986","4500","1064","4500"
"(-2.862154905664464, 2.7891376524234834, -4.47535255056118)","(9.92290019987552, -7.342892298265542, 3.90372475940961)","28","1050","4500","1108","4500","1257","4500"
"(2.5075544954624958, 4.622961096111055, 2.8879752693071143)","(8.791370008352594, -0.9687112423277, 4.447663381103334)","29","1313","4500","1381","4500","1514","4500"
"(5.104486098988887, -1.9732770900324066, 2.4597559210585196)","(-3.8464515058878597, -2.32668133536383, 3.500605391688643)","30","896","4500","868","4500","930","4500"
"(3.510831376430662, -3.822462090275164, -3.0104562137123354)","(5.566174406718181, -0.4592889677574199, 4.195560750374559)","31","1115","4500","1061","4500","1092","4500"
"(0.05862990070048216, -5.649779937502195, -2.0190466048463414)","(5.937196323434426, 6.694785491665783, 3.794171886550292)","32","1169","4500","1224","4500","1419","4500"
"(-2.7374774726321, 4.351387924320011, -3.0938067520311856)","(-4.727100316776127, -1.264994172624796, 3.8039632283667424)","33","1059","4500","1078","4500","1174","4500"
"(2.863060858060487, 4.970306430850746, -1.7603796483956706)","(4.387784887192055, -6.294187129300428, 4.479542715403397)","34","1368","4500","1403","4500","1555","4500"
"(-3.8762518103964547, -1.2200066740118374, 4.414323914005946)","(6.784271582471206, 3.0910065654702468, 4.12408913363832)","35","2941","4500","3065","4500","3158","4500"
"(-5.636546167697778, 1.8797389293922149, -0.8342235052663656)","(0.4179721894465658, 1.153808374704699, 3.798677748799702)","36","130","4500","46","4500","2","4500"
"(-2.949050067052436, 2.3930437052467286, 4.645045266388373)","(3.2885665299867917, 9.2872948924905, 3.8991929819976807)","37","843","4500","800","4500","905","4500"
"(3.5028839430040306, -0.5720206084736683, 4.837623022242013)","(2.2700906712177744, 9.413597291053033, 4.272241142057721)","38","3595","4500","3649","4500","3765","4500"
"(-3.4317357862955093, 3.5384446230340165, 3.4209061873691295)","(5.681401872044198, 9.194167844698356, 4.379742537067122)","39","3605","4500","3655","4500","3743","4500"
"(-3.3899721431467893, 4.875043786782643, -0.8614156636843334)","(-8.778629371964445, -7.122600699598296, 3.8274337659609854)","40","3954","4500","3950","4500","3940","4500"
"(-5.1810729200514265, 0.3285948739752117, -3.0080739362434223)","(1.592526722135446, 6.4692745222628965, 4.266323762505425)","41","1307","4500","1334","4500","1409","4500"
"(4.757452948076375, 0.7532713043343455, 3.57760028355682)","(-1.8968119129438765, 8.741868050977416, 4.10090635952181)","42","3870","4500","3892","4500","3956","4500"
"(-5.099551213571338, 0.654197452140692, -3.092992582237423)","(-3.94483794975951, 6.400557302577095, 4.06779391592309)","43","3776","4500","3853","4500","3899","4500"
"(-1.115145052968303, 3.0832972853857696, 5.024910880878691)","(-9.360811112873114, 8.676916296938725, 3.9065783554559705)","44","607","4500","512","4500","504","4500"
"(-4.853964270764716, 3.3278166013012984, 1.168189850256814)","(4.108716602825677, -7.415839208712589, 3.702894072349744)","45","1321","4500","1450","4500","1649","4500"
"(-3.2199543978180007, -4.38699607511662, 2.5270851020264176)","(-6.157631820644829, -6.076335906156373, 4.4727337872726665)","46","1092","4500","1169","4500","1348","4500"
"(-1.7341522110329053, -5.4214094039403555, 1.8976396348719002)","(0.35856125845918996, 3.7796653662158626, 4.291116575049084)","47","930","4500","1050","4500","1324","4500"
"(0.5900197942550632, 5.0036141094065725, -3.2581777862072965)","(-0.9975551391781501, -2.253447950374796, 4.076680342913265)","48","56","4500","48","4500","14","4500"
"(4.86907033185668, -2.9907217527551, 1.8296823497619852)","(-3.677392668397692, 0.3509887972060639, 4.407998251573165)","49","1100","4500","1204","4500","1334","4500"
"(-2.646240951999336, 3.1071991208080307, 4.398036203535783)","(2.2457690455805572, -5.1831150131843495, 3.877432977306598)","50","3863","4500","3887","4500","3901","4500"
"(-0.061880032716599136, -5.209254955286229, -2.9765472736674057)","(6.473917679022453, -1.2469292563098495, 3.693675910306232)","51","3951","4500","3954","4500","3977","4500"
"(-3.0574751152221546, 1.454388590249755, 4.953443221472172)","(4.074035825664344, -0.16907548932716132, 4.36052801092218)","52","850","4500","883","4500","1052","4500"
"(1.6403754063370248, 4.791437977703391, 3.2173421689503705)","(-6.388850453097755, -3.944796657480256, 3.637725338738816)","53","799","4500","786","4500","849","4500"
"(4.50060714147212, 3.9399498523083705, -0.4704577764533278)","(-3.6714290483918255, -2.086175207874186, 4.326275349017427)","54","168","4500","186","4500","198","4500"
"(1.245182734079466, 3.801188714686451, -4.472190102633245)","(2.2241179548844325, -1.1397272838820012, 3.7090187000818546)","55","92","4500","46","4500","0","4500"
"(0.050814342248378566, -3.309488898861165, 5.004468116686985)","(3.920200530063296, 9.00654497591432, 4.223714530902429)","56","3517","4500","3597","4500","3696","4500"
"(3.0572034422477934, -3.8052544499479604, 3.489060859867523)","(-1.9432224136660317, 0.29303162812237993, 4.4042384187205945)","57","252","4500","234","4500","140","4500"
"(3.235353969775654, -1.1536070528104303, 4.919519840183893)","(5.002848749130752, 9.892769285420918, 3.7173063259770975)","58","3453","4500","3524","4500","3584","4500"
"(4.068566600230446, -4.372306056908481, -0.5741999340044163)","(-6.3538547784330435, -7.12450954733066, 3.623963108099701)","59","4006","4500","3977","4500","3982","4500"
"(2.936030651405694, -1.7273639214514014, 4.939224422606681)","(1.1537017857823137, 2.1664319184457312, 4.383282738448404)","60","160","4500","162","4500","54","4500"
"(4.873732866129442, -0.9061144226995832, 3.3801900246266454)","(-9.591193290110834, -2.345335753014142, 3.9583637056550964)","61","3213","4500","3316","4500","3393","4500"
"(-1.6447752386438332, 5.447191005763499, -1.903371892477496)","(-7.267636582090824, -6.888945719373208, 3.732549033808815)","62","3486","4500","3581","4500","3744","4500"
"(4.609721008969277, 3.8252621749080373, -0.34328051602894805)","(8.547655295011197, 9.890854467968431, 4.121807942770069)","63","595","4500","497","4500","488","4500"
"(3.883811368171577, -4.549444754020164, 0.46750581448751866)","(6.87976562911469, -6.152216355715241, 4.473337960966565)","64","1375","4500","1500","4500","1719","4500"
"(-3.9111378173049176, 4.423150273498899, -1.0671188462837413)","(-6.9231819887561645, 1.3161433373801383, 4.125622583452441)","65","1366","4500","1423","4500","1632","4500"
"(4.120019036419608, 0.5038462892500839, 4.332618383420003)","(7.8558960137661735, -7.492091180407526, 4.484544827363352)","66","708","4500","601","4500","584","4500"
"(2.041037623581567, -3.565479612776959, -4.372816089203429)","(-8.934578776838961, 7.038246216678278, 4.162465196647886)","67","773","4500","738","4500","816","4500"
"(2.35720690012465, 5.128634279021943, 2.034867578503771)","(-4.156438541830427, -0.3036010470696322, 4.43794060183435)","68","4031","4500","4026","4500","4022","4500"
"(-1.6995100225434254, 4.418572131435938, 3.6861749826306567)","(5.102425488115772, 9.327414391062401, 3.6297783368760106)","69","745","4500","644","4500","681","4500"
"(3.0436082631079575, -2.334752150070076, -4.613608255853992)","(-9.68647651601406, -2.493971884484967, 3.8147494680439937)","70","816","4500","723","4500","786","4500"
"(2.5858382519151224, 2.8988381859846863, 4.572764777069728)","(-7.755994116941116, 4.007116483350915, 4.449715889888114)","71","3930","4500","3958","4500","3996","4500"
"(4.8389336004930765, 1.5646371737174185, -3.183807802716849)","(-4.97799572074668, -9.119348799820449, 3.5956413773026026)","72","901","4500","824","4500","952","4500"
"(1.8481971890820914, -4.376489764929781, 3.664765270482398)","(-8.535480135486878, -2.170376615835665, 3.7425948456364506)","73","3836","4500","3809","4500","3807","4500"
"(2.3226375533925254, -2.2216525151019226, -5.066519011877099)","(8.67538404305434, 7.536928244415609, 3.9779372441206844)","74","3815","4500","3841","4500","3898","4500"
"(4.177552034459906, 4.110701169990252, -1.284599116619915)","(-7.427529022030599, 5.385388547487448, 4.260186270977665)","75","3581","4500","3623","4500","3678","4500"
"(-2.7964557344871066, -5.171005299726624, -1.200224776970273)","(-3.8525705118086933, 7.0122065024744344, 4.088244610868125)","76","1150","4500","1127","4500","1169","4500"
"(-2.7054615573967293, 4.195554865102096, 3.328332485700098)","(-8.335141718560982, -8.780734845944345, 4.192721908170706)","77","3949","4500","3977","4500","3961","4500"
"(-1.381997540983418, -2.2710744035731687, 5.378875705028939)","(7.63610207598823, -3.8074235306654387, 3.9238992246654143)","78","3788","4500","3844","4500","3889","4500"
"(-3.2641291917181197, -2.0591370690867943, 4.5940630329248044)","(0.22760229923882136, -7.152028705973061, 4.036286552103969)","79","1323","4500","1330","4500","1501","4500"
"(-4.027506731506627, 4.4351385246016175, -0.3297511110874534)","(3.373370669521572, 5.02868610955138, 4.4780646173783)","80","4006","4500","4003","4500","4019","4500"
"(-3.555241063907441, 3.9825771947858564, -2.7384922612777105)","(8.599923185601398, -0.9608366293969759, 3.9484582487278157)","81","1334","4500","1359","4500","1460","4500"
"(3.358884769597512, -4.695946633532372, -1.6327823858622006)","(7.474076262365767, 0.6433575136929015, 4.498769452343133)","82","3600","4500","3658","4500","3723","4500"
"(3.880294711294418, -3.0316406089168435, 3.428187301164695)","(-1.1806249142847491, 8.551580504064237, 4.175173380661129)","83","3468","4500","3548","4500","3626","4500"
"(-2.2235170615525806, -3.4469096429680772, -4.378902349927235)","(-9.655865297965535, -6.626759536550049, 4.135404338224083)","84","3043","4500","3191","4500","3354","4500"
"(2.6508702391493517, 4.193986477439055, -3.3739241844254018)","(9.63146420870855, -7.658648909636998, 3.986071634277444)","85","3837","4500","3837","4500","3862","4500"
"(-0.12749839441354666, 2.474304445793869, 5.464573329084958)","(9.651512062581268, -7.461952677855887, 3.5524136839860105)","86","4108","4500","4122","4500","4102","4500"
"(0.3593794315357666, 4.515335357900788, -3.934792628573962)","(6.147426124734544, 2.6600819515023097, 4.027898866865288)","87","3787","4500","3806","4500","3809","4500"
"(-3.2887584867127666, 2.2508083661559555, -4.485301474250878)","(0.727033934090084, -5.4496459457075, 4.219895729924796)","88","829","4500","841","4500","714","4500"
"(0.557403777200996, -5.325124156088603, -2.7078319282045014)","(-7.380600274290348, -1.0480659363522289, 3.7070909882216947)","89","3773","4500","3798","4500","3819","4500"
"(-4.333367102161754, -2.9029528666462596, -2.9656018296346716)","(-4.639823481643759, -1.0267391410571332, 3.843556419833753)","90","1069","4500","1127","4500","1247","4500"
"(-3.164559994339871, -3.182014143484432, 3.982504994709821)","(-7.130781251797855, -0.09105203020095587, 4.0737631089482065)","91","1280","4500","1319","4500","1517","4500"
"(-3.878821355695119, 1.1274450048923492, 4.436621761154176)","(0.7035820708109206, -7.620901831166407, 4.470548672104107)","92","3832","4500","3835","4500","3823","4500"
"(-2.9075971424533056, -4.676716977549941, 2.3820573395897737)","(5.940762588803443, -8.241068601819336, 3.9818079754591746)","93","3576","4500","3636","4500","3724","4500"
"(-2.108993328078004, 4.86720393137815, 2.804010169828123)","(4.644735315514959, -8.662162538306484, 4.4659990322252545)","94","3256","4500","3312","4500","3433","4500"
"(-4.378765090008773, -4.033861915638784, -0.7445631820600922)","(0.8965430635912028, -7.068063956925988, 3.5241425811022458)","95","1047","4500","1022","4500","1100","4500"
"(-0.2297417441228671, 3.0859119852036727, 5.140463592963548)","(7.812600610139974, 0.07672311840929602, 3.96105948421053)","96","3829","4500","3876","4500","3924","4500"
"(4.1756236632672845, 0.729028772409194, -4.2464907949696356)","(-0.34149696737257607, 1.7931550588818919, 3.60153908290179)","97","160","4500","94","4500","0","4500"
"(-0.6024071564748765, -5.055862271078468, 3.1741711223110074)","(1.7326478391472584, -5.34375322067822, 3.5643838607816405)","98","660","4500","586","4500","486","4500"
"(5.2261807672024165, -2.4538972308330513, -1.6326123143702653)","(3.7725451324644776, -2.6612703827487483, 4.264041588099493)","99","1518","4500","1646","4500","1849","4500"
"(0.02426601483941644, -0.7278873373928121, 5.955635246099867)","(4.341041577437254, -9.362105601609594, 3.9879593115652656)","100","3454","4500","3510","4500","3585","4500"
1 dipole_mom dipole_loc dipole_freq low_success low_count medium_success medium_count high_success high_count
2 (-3.8654434092874297, 4.588824927249814, 0.03214088746615801) (-6.5997402727611405, 3.6269675997855995, 3.9889686407024962) 1 246 4500 305 4500 376 4500
3 (1.5247165192636394, -0.07174353894123668, -5.802593592567445) (-0.34770009978564786, -3.4516942495395497, 4.346202795627628) 2 42 4500 50 4500 18 4500
4 (0.9223707083487402, -2.313942251552401, 5.458470805350235) (8.655164557524074, 3.076722641556536, 4.065023662958968) 3 1063 4500 1088 4500 1205 4500
5 (-2.7992913323692807, -4.053551669276672, -3.4253009942232113) (7.880984292064518, -7.343560164223351, 3.6712241720794845) 4 3688 4500 3697 4500 3755 4500
6 (-2.9702023651850835, -2.5418046993297314, 4.551607054691148) (5.639945806553449, -2.049137986836687, 3.7319639994232032) 5 829 4500 864 4500 938 4500
7 (-3.0581061213042484, -3.910913686228675, -3.3693828944942905) (8.930368760356256, -6.265900680301306, 4.185731841142258) 6 3550 4500 3550 4500 3629 4500
8 (3.3978879971037177, -4.054135566294574, 2.8316677010630795) (1.5487885084936543, 8.152034939708262, 4.458962729309976) 7 1115 4500 1148 4500 1312 4500
9 (-0.3414570104569854, 5.975500385294839, 0.4204786027267004) (0.25650440236737637, -3.8335469240331115, 4.392063195676061) 8 150 4500 142 4500 170 4500
10 (-3.3013388201325538, -2.6704235269186545, -4.239103700260838) (-8.291407077802905, 8.53473055372758, 3.6896148707424414) 9 3869 4500 3875 4500 3906 4500
11 (-2.008165172373381, -4.698282581641316, -3.145379694649344) (6.162330022658406, 6.759947460075988, 3.9323910338320935) 10 655 4500 781 4500 795 4500
12 (-0.3396978066510811, -5.193869710863356, 2.9846813610053338) (8.984705697119232, -2.0904312137509535, 4.158835496497553) 11 1193 4500 1206 4500 1310 4500
13 (3.4833121660026984, 2.1581584005362666, -4.382794619004218) (6.289211599523174, 7.764792661033397, 3.9025098277648964) 12 635 4500 590 4500 699 4500
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View File

@ -1,52 +0,0 @@
"dipole_mom","dipole_loc","dipole_freq","low_success","low_count","medium_success","medium_count","high_success","high_count"
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"(-4.051428655294408, -1.1540794611579936, -4.272473106807417)","(-9.79705453936489, -6.748890832418192, 4.073896643626335)","14","3208","4500","3303","4500","3384","4500"
"(-0.3853541545967884, -0.592709406760271, -5.9582042374085225)","(6.068615920189316, 3.7859560956857443, 3.679594872733419)","15","122","4500","106","4500","56","4500"
"(4.345203073241612, -3.8911407766206896, 1.4064969636694542)","(-4.531944143715101, 8.978293236370657, 3.736704189366533)","16","425","4500","508","4500","592","4500"
"(-3.5431671700565786, -1.730264209679146, 4.522405573335574)","(3.098736120179204, -1.1374675969792598, 4.302927616545164)","17","56","4500","46","4500","8","4500"
"(-2.603787914272706, -4.333711166266549, 3.230980659933454)","(-8.710604232359634, 6.537785695717162, 3.766607715137483)","18","3529","4500","3579","4500","3656","4500"
"(4.62676278402472, 3.770807716509253, -0.6116169597698412)","(9.908785212758048, -5.284835742672607, 3.910385363652349)","19","3817","4500","3856","4500","3868","4500"
"(-1.530188247794053, -5.020915064431004, -2.90670532426023)","(-1.8211386779417378, -5.539199677774887, 4.478321915861116)","20","912","4500","958","4500","1155","4500"
"(-1.4706438615829684, 1.4167927238208045, -5.641799802378383)","(1.0916873382449523, -3.371561791085293, 3.988619504589689)","21","102","4500","92","4500","70","4500"
"(4.6597816163539, -3.089713862001387, 2.177177884061545)","(7.02589027856019, 5.193748634956638, 4.468986018897996)","22","340","4500","378","4500","376","4500"
"(2.922679604852735, -3.0345019741125125, 4.271971640412086)","(5.231648244406987, 2.807017515925912, 3.887053615466796)","23","152","4500","60","4500","12","4500"
"(3.7642314905524583, 3.7486918254672736, -2.7888834474047233)","(-0.6398283319324332, 6.336481471624758, 4.453523506207376)","24","3787","4500","3828","4500","3835","4500"
"(0.37470308666602764, 5.5030174019422855, -2.3614396182759636)","(7.525734516008228, 3.7886610555151883, 3.6396567545729077)","25","780","4500","772","4500","815","4500"
"(-5.05356024398778, 2.7431850978909726, -1.713611501798193)","(9.509470226737335, -6.062409996453145, 3.805920033451089)","26","569","4500","629","4500","744","4500"
"(-2.851715356394139, 0.536948059829984, 5.251609877661389)","(-0.4502081663538675, 7.299831689813555, 4.29737427493299)","27","264","4500","240","4500","242","4500"
"(3.843912170449833, -3.9018402128038376, -2.4494861052095303)","(8.516789990691965, 4.0786443933067495, 4.072745468543536)","28","3781","4500","3806","4500","3846","4500"
"(-2.984099390088263, 4.402829249844458, 2.776732869180784)","(-1.6353200222266207, 9.745994661133754, 4.268777656566264)","29","262","4500","336","4500","308","4500"
"(-3.9566718519091975, -4.0298751930952745, 2.0260438752368537)","(4.781003685838364, 9.282405846747295, 3.671489963483835)","30","386","4500","437","4500","526","4500"
"(5.153334790333756, -1.6681947031783775, -2.5807493041795726)","(2.000914949684775, 5.28174350212268, 4.278392582094383)","31","185","4500","134","4500","62","4500"
"(-2.6752059546928453, -4.504386909065939, 2.924683174877467)","(1.0204764932076138, 2.0764229249428094, 3.660867830066426)","32","14","4500","8","4500","0","4500"
"(-4.003837762377782, -3.9457022863267706, -2.0977885117984068)","(2.61841259932317, -5.741324632683373, 3.665431397073997)","33","687","4500","650","4500","732","4500"
"(-2.5028132242672045, -1.7107620518759423, -5.177761984322417)","(-8.325502760761356, 0.5029319935259675, 3.5795031621061653)","34","3341","4500","3408","4500","3477","4500"
"(1.225841764364421, -5.342659577680945, -2.4399386479487535)","(2.858469506102331, -9.961449817326102, 3.7338170929925467)","35","782","4500","765","4500","832","4500"
"(-4.105401513774097, 3.1301574017951763, -3.0574160741855594)","(7.588795618605793, -9.377429983831778, 4.279670298094493)","36","771","4500","733","4500","859","4500"
"(-3.1943427533315405, -3.5135448198180868, 3.667584651152275)","(2.535731339610141, -5.229849321069111, 4.130044061051256)","37","500","4500","454","4500","400","4500"
"(-0.20303489855399875, 2.845577412436964, 5.2783961598006)","(-0.9795742753401626, 4.2688067748034175, 3.561298185109722)","38","74","4500","34","4500","0","4500"
"(-3.690370504812313, -4.481219208027189, -1.5165223199212992)","(1.7225417342215295, -4.757610718790318, 4.219835995404535)","39","505","4500","527","4500","681","4500"
"(3.2130500000037223, -4.054543541749982, 3.039241083811812)","(4.7106183457566875, -7.438725175717298, 3.590261196296617)","40","700","4500","675","4500","747","4500"
"(-1.6656968636412939, 4.998246006960933, -2.871060921045503)","(5.962649166225681, -0.7405581393765992, 4.246717503672539)","41","181","4500","135","4500","122","4500"
"(3.5388732597984873, -1.5001559586074296, 4.60715835965488)","(0.7817244991623475, -0.9459862053080936, 3.527068949202042)","42","26","4500","14","4500","0","4500"
"(5.759955572420505, -1.1111754314359588, -1.260238455338942)","(1.920314876496514, 4.120249391738122, 4.0058157808073664)","43","148","4500","116","4500","88","4500"
"(-2.2680852447870845, -5.059426219553364, 2.29303197781345)","(5.364736899982709, -1.0442280145803196, 3.626248147086193)","44","266","4500","264","4500","198","4500"
"(2.268810894525279, -5.255508518335864, 1.7978118195691617)","(-8.564090567419475, -9.646117394394336, 3.5770776272966893)","45","3525","4500","3629","4500","3727","4500"
"(5.133783910967144, 1.0529041521033482, -2.921584433484412)","(6.079943111229337, -4.6780799132338196, 3.636653064521837)","46","4079","4500","4117","4500","4148","4500"
"(-2.461287989536521, 5.314925513346015, -1.301394721115338)","(-4.245750548711564, 7.953868833985336, 4.355153056017695)","47","759","4500","798","4500","922","4500"
"(4.47657437737297, 1.8640940216390045, 3.5334735491209677)","(0.5041655679443284, -2.5501967627138384, 4.372920418097924)","48","804","4500","862","4500","946","4500"
"(-4.434297028614781, -3.6456926960607845, 1.7452606189068667)","(2.1898302758754546, 1.7131640003975583, 4.497390391342189)","49","172","4500","112","4500","74","4500"
"(2.4271384589657075, 5.426928924253033, -0.8108275723699702)","(-0.08396484086161671, -0.5653795426164621, 4.307593166986907)","50","54","4500","20","4500","22","4500"
"(-0.9981851942875225, 3.1105265886446376, 5.032718019046958)","(-1.0517628195311257, 4.211578826588326, 3.946468136828034)","51","78","4500","44","4500","8","4500"
1 dipole_mom dipole_loc dipole_freq low_success low_count medium_success medium_count high_success high_count
2 (-5.146078951448784, -2.0883483866572905, 2.2708307822032188) (5.7118449896659325, 8.758352476410352, 4.0707564194038355) 1 350 4500 404 4500 434 4500
3 (0.1826355155288263, 1.0281597237671887, -5.908428881766328) (-6.528487540094973, -3.469941377823287, 4.0486102533959745) 2 654 4500 745 4500 773 4500
4 (3.151903411885667, -3.7282442684528334, -3.4879362891102366) (-5.115222248643018, 9.317099028735736, 4.253941103847242) 3 410 4500 466 4500 494 4500
5 (2.137014861785858, -1.736153282692272, 5.330941685997252) (-1.0962048817401655, -6.8852232023112965, 4.262531529471935) 4 612 4500 692 4500 784 4500
6 (2.0135560039418388, -5.599732358770172, -0.7671960174114706) (7.470280887586071, 6.992414381733138, 3.6818770151162012) 5 441 4500 491 4500 454 4500
7 (-4.755830332454118, 2.40764993504292, -2.7541422692368616) (2.75061801793856, -8.021908123172516, 3.6618975284064907) 6 861 4500 886 4500 856 4500
8 (-5.289141074590477, -1.9580381856903049, -2.047211067881986) (4.458166341547932, 5.408963297439879, 4.061574312287274) 7 70 4500 76 4500 64 4500
9 (-5.402781828604757, -2.251749423702666, 1.3189287491570372) (-0.9763191475459223, 2.5525053556013795, 3.6931398686621) 8 18 4500 18 4500 0 4500
10 (-1.9041878995539228, 5.347548814593236, -1.943653806297532) (-8.893603530317417, -6.424928439067172, 4.07564515283751) 9 3117 4500 3177 4500 3298 4500
11 (1.1387365044874795, -3.5494394566036473, -4.701569814142171) (-4.963972017712193, -6.329386645312138, 3.6808531137438374) 10 3653 4500 3701 4500 3718 4500
12 (5.658460561343985, -0.336564849288305, -1.966862521361941) (-9.878372582592387, -7.560974744024522, 3.805654819129096) 11 789 4500 764 4500 862 4500
13 (3.061611342668248, -5.06099645310447, -1.0064049324745568) (-1.1911951100508151, 1.5887827390990257, 4.267909424108423) 12 84 4500 60 4500 14 4500
14 (3.6107525669071356, 4.786343759463203, 0.2310396433973587) (-7.403909066125025, 7.351783561203526, 4.48173625741299) 13 3689 4500 3714 4500 3682 4500
15 (-4.051428655294408, -1.1540794611579936, -4.272473106807417) (-9.79705453936489, -6.748890832418192, 4.073896643626335) 14 3208 4500 3303 4500 3384 4500
16 (-0.3853541545967884, -0.592709406760271, -5.9582042374085225) (6.068615920189316, 3.7859560956857443, 3.679594872733419) 15 122 4500 106 4500 56 4500
17 (4.345203073241612, -3.8911407766206896, 1.4064969636694542) (-4.531944143715101, 8.978293236370657, 3.736704189366533) 16 425 4500 508 4500 592 4500
18 (-3.5431671700565786, -1.730264209679146, 4.522405573335574) (3.098736120179204, -1.1374675969792598, 4.302927616545164) 17 56 4500 46 4500 8 4500
19 (-2.603787914272706, -4.333711166266549, 3.230980659933454) (-8.710604232359634, 6.537785695717162, 3.766607715137483) 18 3529 4500 3579 4500 3656 4500
20 (4.62676278402472, 3.770807716509253, -0.6116169597698412) (9.908785212758048, -5.284835742672607, 3.910385363652349) 19 3817 4500 3856 4500 3868 4500
21 (-1.530188247794053, -5.020915064431004, -2.90670532426023) (-1.8211386779417378, -5.539199677774887, 4.478321915861116) 20 912 4500 958 4500 1155 4500
22 (-1.4706438615829684, 1.4167927238208045, -5.641799802378383) (1.0916873382449523, -3.371561791085293, 3.988619504589689) 21 102 4500 92 4500 70 4500
23 (4.6597816163539, -3.089713862001387, 2.177177884061545) (7.02589027856019, 5.193748634956638, 4.468986018897996) 22 340 4500 378 4500 376 4500
24 (2.922679604852735, -3.0345019741125125, 4.271971640412086) (5.231648244406987, 2.807017515925912, 3.887053615466796) 23 152 4500 60 4500 12 4500
25 (3.7642314905524583, 3.7486918254672736, -2.7888834474047233) (-0.6398283319324332, 6.336481471624758, 4.453523506207376) 24 3787 4500 3828 4500 3835 4500
26 (0.37470308666602764, 5.5030174019422855, -2.3614396182759636) (7.525734516008228, 3.7886610555151883, 3.6396567545729077) 25 780 4500 772 4500 815 4500
27 (-5.05356024398778, 2.7431850978909726, -1.713611501798193) (9.509470226737335, -6.062409996453145, 3.805920033451089) 26 569 4500 629 4500 744 4500
28 (-2.851715356394139, 0.536948059829984, 5.251609877661389) (-0.4502081663538675, 7.299831689813555, 4.29737427493299) 27 264 4500 240 4500 242 4500
29 (3.843912170449833, -3.9018402128038376, -2.4494861052095303) (8.516789990691965, 4.0786443933067495, 4.072745468543536) 28 3781 4500 3806 4500 3846 4500
30 (-2.984099390088263, 4.402829249844458, 2.776732869180784) (-1.6353200222266207, 9.745994661133754, 4.268777656566264) 29 262 4500 336 4500 308 4500
31 (-3.9566718519091975, -4.0298751930952745, 2.0260438752368537) (4.781003685838364, 9.282405846747295, 3.671489963483835) 30 386 4500 437 4500 526 4500
32 (5.153334790333756, -1.6681947031783775, -2.5807493041795726) (2.000914949684775, 5.28174350212268, 4.278392582094383) 31 185 4500 134 4500 62 4500
33 (-2.6752059546928453, -4.504386909065939, 2.924683174877467) (1.0204764932076138, 2.0764229249428094, 3.660867830066426) 32 14 4500 8 4500 0 4500
34 (-4.003837762377782, -3.9457022863267706, -2.0977885117984068) (2.61841259932317, -5.741324632683373, 3.665431397073997) 33 687 4500 650 4500 732 4500
35 (-2.5028132242672045, -1.7107620518759423, -5.177761984322417) (-8.325502760761356, 0.5029319935259675, 3.5795031621061653) 34 3341 4500 3408 4500 3477 4500
36 (1.225841764364421, -5.342659577680945, -2.4399386479487535) (2.858469506102331, -9.961449817326102, 3.7338170929925467) 35 782 4500 765 4500 832 4500
37 (-4.105401513774097, 3.1301574017951763, -3.0574160741855594) (7.588795618605793, -9.377429983831778, 4.279670298094493) 36 771 4500 733 4500 859 4500
38 (-3.1943427533315405, -3.5135448198180868, 3.667584651152275) (2.535731339610141, -5.229849321069111, 4.130044061051256) 37 500 4500 454 4500 400 4500
39 (-0.20303489855399875, 2.845577412436964, 5.2783961598006) (-0.9795742753401626, 4.2688067748034175, 3.561298185109722) 38 74 4500 34 4500 0 4500
40 (-3.690370504812313, -4.481219208027189, -1.5165223199212992) (1.7225417342215295, -4.757610718790318, 4.219835995404535) 39 505 4500 527 4500 681 4500
41 (3.2130500000037223, -4.054543541749982, 3.039241083811812) (4.7106183457566875, -7.438725175717298, 3.590261196296617) 40 700 4500 675 4500 747 4500
42 (-1.6656968636412939, 4.998246006960933, -2.871060921045503) (5.962649166225681, -0.7405581393765992, 4.246717503672539) 41 181 4500 135 4500 122 4500
43 (3.5388732597984873, -1.5001559586074296, 4.60715835965488) (0.7817244991623475, -0.9459862053080936, 3.527068949202042) 42 26 4500 14 4500 0 4500
44 (5.759955572420505, -1.1111754314359588, -1.260238455338942) (1.920314876496514, 4.120249391738122, 4.0058157808073664) 43 148 4500 116 4500 88 4500
45 (-2.2680852447870845, -5.059426219553364, 2.29303197781345) (5.364736899982709, -1.0442280145803196, 3.626248147086193) 44 266 4500 264 4500 198 4500
46 (2.268810894525279, -5.255508518335864, 1.7978118195691617) (-8.564090567419475, -9.646117394394336, 3.5770776272966893) 45 3525 4500 3629 4500 3727 4500
47 (5.133783910967144, 1.0529041521033482, -2.921584433484412) (6.079943111229337, -4.6780799132338196, 3.636653064521837) 46 4079 4500 4117 4500 4148 4500
48 (-2.461287989536521, 5.314925513346015, -1.301394721115338) (-4.245750548711564, 7.953868833985336, 4.355153056017695) 47 759 4500 798 4500 922 4500
49 (4.47657437737297, 1.8640940216390045, 3.5334735491209677) (0.5041655679443284, -2.5501967627138384, 4.372920418097924) 48 804 4500 862 4500 946 4500
50 (-4.434297028614781, -3.6456926960607845, 1.7452606189068667) (2.1898302758754546, 1.7131640003975583, 4.497390391342189) 49 172 4500 112 4500 74 4500
51 (2.4271384589657075, 5.426928924253033, -0.8108275723699702) (-0.08396484086161671, -0.5653795426164621, 4.307593166986907) 50 54 4500 20 4500 22 4500
52 (-0.9981851942875225, 3.1105265886446376, 5.032718019046958) (-1.0517628195311257, 4.211578826588326, 3.946468136828034) 51 78 4500 44 4500 8 4500

View File

@ -1,101 +0,0 @@
"dipole_mom","dipole_loc","dipole_freq","low_success","low_count","medium_success","medium_count","high_success","high_count"
"(-0.4924943105100771, 5.470433205227267, 2.4149140567030805)","(-8.82716089900547, 3.405475211622008, 3.5268919005297903)","1","72","4500","98","4500","136","4500"
"(-4.536359083943439, -3.8724205865200427, 0.6525374032341827)","(-6.728701201583371, -6.740984024615251, 4.409425339976373)","2","78","4500","198","4500","240","4500"
"(1.3720316797067602, 0.12573001259876987, 5.839667887287167)","(-0.2325662146642884, 2.3917726165882147, 3.9578767077887345)","3","28","4500","16","4500","0","4500"
"(-3.403342911706915, -3.6161198587934873, 3.367630352662488)","(-0.6932193001616209, 4.63424830410435, 4.44811082029482)","4","114","4500","148","4500","102","4500"
"(1.4167691914527418, 2.0289808219019516, -5.46589442657873)","(7.526155655428969, 0.020688870750811716, 3.887111689375856)","5","348","4500","370","4500","354","4500"
"(3.0118338785684817, 4.609657286871755, -2.383257515565044)","(-0.07540884723347752, -0.6512056059261084, 3.6898607071326808)","6","20","4500","8","4500","0","4500"
"(3.348883571733228, 3.884957134971315, -3.1132116668178487)","(1.4368533813428446, -1.5580871445569038, 4.03983243794975)","7","30","4500","12","4500","0","4500"
"(1.253349842581684, -5.605257626971016, -1.7349931145061412)","(8.808443140909084, -1.8425574879990378, 4.151155713430113)","8","361","4500","349","4500","333","4500"
"(-5.76820736905468, -1.4261832343907535, 0.8329376504433101)","(-8.764634415331287, -8.644857469792775, 3.7708524311627016)","9","158","4500","217","4500","275","4500"
"(5.27187362215436, 0.8672155426802954, 2.7304369090983927)","(4.01769877491882, 2.643511324456071, 4.278182814338086)","10","38","4500","30","4500","6","4500"
"(5.1166647249900326, 3.0685004358913948, 0.6356470459122728)","(8.12869264424602, 8.384690855850398, 4.4402279984857795)","11","148","4500","208","4500","234","4500"
"(3.478964354883419, 2.9934774301926583, 3.8646991981754235)","(-4.5316445039719255, -9.207566405729137, 3.772500135376278)","12","364","4500","254","4500","190","4500"
"(-3.441712179901475, 4.481079692411568, -2.0185494943088425)","(-8.926811786863047, -6.3318867676919055, 4.031635371094273)","13","3692","4500","3741","4500","3760","4500"
"(3.2997775461241865, -3.426183949376435, -3.656874579628065)","(-5.725258740872703, -0.6946342423340681, 4.319710083288106)","14","52","4500","88","4500","58","4500"
"(3.6201689924250817, 2.873872950502327, -3.8256020089202973)","(0.7605605679043634, 4.2350271099916466, 3.7748571318754545)","15","80","4500","96","4500","44","4500"
"(4.361312322946934, 4.1171749743028485, -0.16680843109851048)","(4.944980518793098, -4.356864538049081, 4.148328484735437)","16","224","4500","194","4500","140","4500"
"(2.425717092471711, -2.708030077119033, -4.773098541692731)","(-6.454425227999481, -2.3786811694973746, 3.732666060068501)","17","236","4500","207","4500","66","4500"
"(-5.649246814988758, -0.3238442223785377, 1.9952782620405138)","(-1.070665312858507, -5.900017540107154, 3.9167585913067606)","18","312","4500","226","4500","152","4500"
"(-3.9295959282726773, -2.582248485402618, -3.7269650655913966)","(-5.893208462269213, 2.583188421632048, 4.088007349750527)","19","387","4500","360","4500","296","4500"
"(-5.384692352669303, -2.644740923720223, 0.10214555058460795)","(-0.10512161891682581, -9.532519484866182, 3.731669052272638)","20","359","4500","350","4500","394","4500"
"(-4.258414060970009, -3.713747400528443, 2.0184127254853386)","(1.0357830477229601, -4.053229588024165, 3.843282867132229)","21","80","4500","30","4500","0","4500"
"(-4.585941122783429, 1.638698722513375, 3.504826745389406)","(-1.2806314733613196, -7.8556071647949395, 4.149506641904448)","22","416","4500","360","4500","322","4500"
"(-0.3367455219290501, 4.160116806024978, -4.3104559635483195)","(-1.2908288519622175, 0.8756603237181899, 4.312499350641364)","23","46","4500","26","4500","0","4500"
"(-0.3159995948797116, -4.866901911530718, 3.49476895367555)","(9.040556537141388, 6.939743120833313, 3.815786366815676)","24","3198","4500","3282","4500","3380","4500"
"(-5.593458833499495, 1.730241063526915, -1.3112910203428207)","(1.0776509435927792, -3.8053883792988135, 4.048006723839417)","25","148","4500","64","4500","50","4500"
"(0.509709395364925, -3.052615123304819, 5.140207898640621)","(7.135547268689589, -1.1587566500793312, 4.230871916454977)","26","180","4500","156","4500","154","4500"
"(-3.8830315143865204, -3.2987820395303418, -3.168612206306282)","(2.590108091383275, -6.952532711332962, 3.9033102916570903)","27","382","4500","434","4500","399","4500"
"(-4.3074533629321765, 2.4891777217076596, -3.354078084350236)","(-6.226754702956539, -0.11450701265897933, 3.7173440021011555)","28","308","4500","288","4500","272","4500"
"(3.054365582492734, -4.8564654632206805, 1.7565859196260676)","(5.35848941539915, 1.4373192821600522, 3.7939842060961833)","29","180","4500","116","4500","88","4500"
"(4.580923311957913, 0.6525554470343958, 3.8195959208411403)","(-5.210245310910258, -2.1801883494052436, 3.8168258624280114)","30","295","4500","314","4500","287","4500"
"(-0.15534622725874778, 2.737891710620874, 5.336648436105753)","(-5.3809861645459955, -9.644779429217284, 3.915083043251903)","31","3508","4500","3573","4500","3685","4500"
"(5.181891724554059, 1.825512170786615, -2.411535500320926)","(-7.034065584029971, -9.970887152590972, 3.5180166805770066)","32","290","4500","248","4500","269","4500"
"(-3.3486202730920476, 4.291877287683004, -2.5231986870057876)","(6.014819849127637, -2.4096151314829717, 3.554837665933399)","33","78","4500","76","4500","26","4500"
"(5.814516554441123, -1.1341781224709941, 0.9513344441563701)","(4.4709343754849264, -8.0379076837008, 4.267929553174717)","34","322","4500","262","4500","262","4500"
"(-2.639995431333545, 5.379136525429768, 0.30873024361951307)","(9.403297088784939, 8.188273622787662, 3.651239151933003)","35","3577","4500","3593","4500","3607","4500"
"(-2.299570193399399, -3.555235084492734, 4.2511504818838155)","(0.018348641444664082, 7.869151815252195, 3.5874557955743542)","36","361","4500","312","4500","211","4500"
"(-3.2443171335879564, 3.9220284845055806, -3.1768064000556415)","(-6.76956246808089, 2.066306940770703, 4.25025394514452)","37","358","4500","355","4500","313","4500"
"(2.255827633793085, -4.8763138971522055, 2.670731072769358)","(5.152367616687403, -6.644142907886144, 3.5528613379101914)","38","206","4500","198","4500","158","4500"
"(3.747050292515555, -2.972407725449711, -3.622762263666493)","(7.742643052192804, -6.581558108692782, 3.799134596623629)","39","373","4500","301","4500","216","4500"
"(-2.946957282506392, -4.497874533530108, 2.6616850782359385)","(8.114841221577556, 7.411432761185122, 3.9673217819637387)","40","354","4500","289","4500","240","4500"
"(-3.1051499141807732, -1.8468150128992618, -4.790335929618405)","(-5.420458693526142, -9.142205517161008, 3.8469712190012384)","41","3157","4500","3274","4500","3381","4500"
"(0.6585543174243523, 4.382007409668068, -4.045283336506342)","(-6.9147127755499005, 0.4299193666189165, 4.350537532010805)","42","458","4500","402","4500","380","4500"
"(-0.7677107358530487, -5.408585899824496, -2.481495273071383)","(8.043374168315577, 6.436934041166825, 4.308725704682292)","43","208","4500","173","4500","181","4500"
"(-5.5582702673690205, 0.9030329818572261, 2.071270882467952)","(5.468284955454525, 0.15071606934929527, 4.102952933363768)","44","38","4500","22","4500","116","4500"
"(0.6487014225835881, -3.419819032001812, 4.887128426049004)","(1.560613932984836, -6.687221804686958, 3.741829969542401)","45","118","4500","90","4500","70","4500"
"(-4.362202219950292, 3.059852098505829, 2.7583503997009196)","(8.674367407242084, 6.30505720930627, 4.299597314810727)","46","3487","4500","3596","4500","3647","4500"
"(-2.9001673954596567, 1.9480567551271355, -4.877920044149583)","(-0.16781551686402985, 5.107983956069109, 4.335009158386123)","47","356","4500","266","4500","208","4500"
"(-1.9437991731573796, -3.755758595415515, 4.256280318235063)","(-3.16153635972122, -9.750655033112379, 4.159809530948583)","48","224","4500","196","4500","212","4500"
"(2.4061553469673798, -4.175034985028991, 3.574842558777136)","(4.8262030477497575, 3.4269951420009512, 3.5495721696921683)","49","308","4500","226","4500","130","4500"
"(2.453301207582832, 3.9912757851778853, -3.748470460271132)","(1.5122464196881946, -1.7330379496139727, 3.8733448594712634)","50","28","4500","14","4500","0","4500"
"(-2.095018626511574, -2.6325656628903076, -4.967946757478432)","(-1.3129501143084426, -2.0104640177502393, 4.2447242398669385)","51","62","4500","66","4500","10","4500"
"(-1.5762680524691688, -5.436523778442105, 1.9898714112219984)","(-0.728924643330739, -0.85886445739553, 4.147874237916817)","52","72","4500","56","4500","44","4500"
"(3.9801921398386577, 3.8466101186145676, 2.315526101200025)","(4.197616080242668, 1.4276709547312283, 3.6315450150593467)","53","6","4500","4","4500","0","4500"
"(4.648960921458462, 3.58612234719994, -1.2356734445901472)","(3.8771943494158467, -6.1614266263399315, 3.673297310352863)","54","308","4500","343","4500","312","4500"
"(1.22119118461693, 5.6461579530548045, 1.621601819118949)","(1.0335893606416633, 3.3045405777706893, 4.026689677536675)","55","0","4500","2","4500","0","4500"
"(1.5209285232211898, 2.1468466267689688, -5.39238592724806)","(-1.582212727186068, 6.16113532750877, 3.519637746376769)","56","290","4500","304","4500","314","4500"
"(5.087160863793717, 2.4064758564498554, -2.0807855002881697)","(3.666712273352232, 1.9538071015455323, 4.323034560081097)","57","187","4500","172","4500","156","4500"
"(-1.4721162611160616, 5.628879511673622, 1.4658066573796809)","(-9.330658839796175, -9.029313976112306, 4.282301556639946)","58","3352","4500","3392","4500","3439","4500"
"(5.169963532799773, -2.2392552705330946, -2.063301457109512)","(-5.819542172843802, -2.933994142769807, 3.7223236719741046)","59","268","4500","226","4500","138","4500"
"(4.8990759933982, -3.2088559866196067, -1.304721298992605)","(-6.692930328192801, 8.560590523381272, 4.060476069123937)","60","280","4500","244","4500","292","4500"
"(1.8182329167839915, 4.926471236331949, -2.902397322545131)","(2.9351412385445492, 8.650958286181037, 3.983742011713035)","61","336","4500","254","4500","210","4500"
"(-1.047307003188263, -5.392380845896332, -2.4135817479180575)","(-9.50636844786115, 6.721793912509305, 4.256586081773866)","62","3451","4500","3508","4500","3554","4500"
"(0.5526398010267362, 3.4910633054041114, -4.848408630466501)","(1.375509255077425, -7.923733818462679, 3.5952718811659574)","63","210","4500","228","4500","204","4500"
"(3.6810702478140684, 4.204729559620697, 2.1840263645638562)","(7.8540542891762115, 3.016428897451995, 3.889584289705291)","64","93","4500","136","4500","162","4500"
"(3.0604523606799647, -4.589224507477918, 2.3606460488545262)","(9.27990106799875, 4.110995529860141, 3.855759201494675)","65","3532","4500","3582","4500","3674","4500"
"(4.737709211381216, -1.9275743376413097, -3.1366492633477896)","(2.378067303369175, 9.98391818915265, 3.9106824609968918)","66","2970","4500","3054","4500","3135","4500"
"(0.0541215806759467, 3.966230731146573, -4.501786827673391)","(8.33486345570946, 4.399738683812464, 4.152940501766122)","67","3609","4500","3680","4500","3740","4500"
"(-0.019283414958910984, -5.322863682078532, -2.768889736323367)","(6.19952321665005, 8.30616397618931, 3.5952772831823854)","68","300","4500","261","4500","293","4500"
"(3.108018896036518, -1.5685705905056608, -4.886696721148211)","(-4.139621392347781, 7.432847312607986, 4.150710269034266)","69","316","4500","293","4500","310","4500"
"(4.036923081584318, -4.093427137662125, -1.7167138090034182)","(2.5461380849759685, 9.981947883362416, 4.29185804911727)","70","373","4500","342","4500","277","4500"
"(-4.492172066413474, -3.8099460275485404, 1.1422352616259044)","(-1.0623842972171005, -7.910360905769915, 4.399303389814529)","71","252","4500","178","4500","198","4500"
"(3.1449489224856184, -4.015631092098207, 3.1597473327990513)","(6.37837255640331, -0.398449929225551, 4.237628552354087)","72","196","4500","202","4500","208","4500"
"(2.9300106277284574, -4.326756116975987, 2.948596144881351)","(1.629950071281991, 6.400991464711861, 4.445046008369511)","73","3441","4500","3459","4500","3522","4500"
"(4.391917746584149, -2.6527767216044946, 3.1102787933805103)","(6.9971910137666065, 5.391078164011404, 3.8317621866525267)","74","409","4500","359","4500","359","4500"
"(-5.2049312675263035, -1.9565390928527828, 2.254028677383197)","(0.2349163706179862, -1.1187949399782848, 3.5576182759361235)","75","28","4500","24","4500","12","4500"
"(-4.219385139989329, 2.4075924649312412, -3.5214042033318957)","(-5.247058359988753, -0.2475073841328843, 4.009832534153238)","76","1926","4500","2172","4500","2374","4500"
"(-4.3028403219822025, -0.4218867164971387, 4.160237584798176)","(-9.040115981786814, -2.287523727033756, 3.619759695326896)","77","209","4500","215","4500","258","4500"
"(2.538500780241389, -2.955579079495315, -4.5629558504946655)","(3.5585553154341802, -2.792869123457291, 3.7438064005728324)","78","190","4500","132","4500","64","4500"
"(-2.178930972748165, 2.7018470130067826, 4.894106918969493)","(-1.2710856664054422, 2.406622120269857, 4.418588090129175)","79","4","4500","0","4500","0","4500"
"(0.6989984842270256, -2.824597521300704, 5.24719448483761)","(-4.730941521985832, 1.423150398084843, 4.103836363167303)","80","298","4500","196","4500","124","4500"
"(-1.8148345479537653, -1.494611942633664, -5.520191183690133)","(2.6944855075631224, 8.973796814493525, 4.243561629413307)","81","326","4500","322","4500","292","4500"
"(-5.237566573984391, -0.9896241896378537, -2.754730539701665)","(-5.133266338263205, 5.586520156220114, 4.385038089055467)","82","3798","4500","3820","4500","3796","4500"
"(4.349992995876955, 1.6078733310105842, 3.806875922228928)","(-1.6855304770514774, 3.479102508503777, 3.7296912049022706)","83","88","4500","66","4500","28","4500"
"(-3.351758020025454, -4.650377613939381, -1.7719216187423543)","(8.489564276430766, 5.143611323606944, 3.7963830898537796)","84","242","4500","204","4500","250","4500"
"(-5.9670817664380875, 0.6257013635483887, 0.04932541227197442)","(-4.5781508473176125, 2.4067315648302703, 4.477509520738442)","85","62","4500","108","4500","158","4500"
"(2.0791498192018714, -2.578061453132372, -5.003072573247946)","(-3.574875082405069, -1.631407189383065, 4.204943210741541)","86","158","4500","92","4500","40","4500"
"(5.5791985093624685, 1.5273334016708682, 1.5936739545051577)","(1.1988744642066447, 7.15082008847245, 3.7703762312270133)","87","343","4500","328","4500","352","4500"
"(-1.0678238280719363, 3.8169000958186334, -4.504556130268719)","(1.732232356674448, -6.434505234743744, 4.403202471010967)","88","100","4500","126","4500","116","4500"
"(1.0265465968143703, -4.640410364640363, -3.6623481173022205)","(9.121220793494796, -1.2346014611271414, 3.7737763008545464)","89","3665","4500","3747","4500","3790","4500"
"(3.676814712164042, 3.980617081133021, 2.5759893683410415)","(9.539754347650863, 1.8544673763295432, 4.278069538584926)","90","292","4500","268","4500","228","4500"
"(4.53235937640555, -0.6610738146162594, 3.875654769808246)","(7.988836989210199, 5.327831737081878, 3.9783374781724534)","91","356","4500","319","4500","334","4500"
"(-3.4348727123533074, 0.6444844274247192, -4.877118952079974)","(9.481322845582497, -3.7511282938865502, 3.769322113897108)","92","336","4500","301","4500","272","4500"
"(-2.3666673274183987, 4.313126870089819, -3.4345046751808996)","(2.355681819001356, 5.830189727581212, 4.165941260057881)","93","3391","4500","3550","4500","3697","4500"
"(-1.677937402635567, -5.747585394850105, -0.3870248076575607)","(2.109876598667933, -1.1283791147867852, 3.990861903581327)","94","24","4500","58","4500","66","4500"
"(-0.4759883784698119, 5.181398375825735, -2.9877325741357974)","(-0.02036514632157349, -3.1379649993779513, 3.5771292122657457)","95","6","4500","0","4500","0","4500"
"(-4.101023332053548, 1.9958032747234353, 3.8985095765632836)","(-8.095134812996672, 3.186669773159686, 3.5959084299176496)","96","267","4500","262","4500","269","4500"
"(-0.6151865726036342, -0.43596006191590725, -5.952435157589075)","(1.2666709157685307, -3.23771027042935, 3.8976139514277146)","97","60","4500","30","4500","26","4500"
"(-3.253433862203397, -0.24253199950467708, -5.035508547652813)","(9.637051515232361, 7.222486040757584, 4.230316194095249)","98","2345","4500","2391","4500","2394","4500"
"(-3.026843159103743, -5.169873100865539, 0.33261480895145334)","(-3.1787500949548413, -5.938426580286295, 4.305958873194636)","99","99","4500","126","4500","161","4500"
"(4.646361190393206, 0.9963968780440821, 3.663129938977301)","(-1.1414966206310737, 1.8664587258312935, 3.6787409315975226)","100","52","4500","52","4500","28","4500"
1 dipole_mom dipole_loc dipole_freq low_success low_count medium_success medium_count high_success high_count
2 (-0.4924943105100771, 5.470433205227267, 2.4149140567030805) (-8.82716089900547, 3.405475211622008, 3.5268919005297903) 1 72 4500 98 4500 136 4500
3 (-4.536359083943439, -3.8724205865200427, 0.6525374032341827) (-6.728701201583371, -6.740984024615251, 4.409425339976373) 2 78 4500 198 4500 240 4500
4 (1.3720316797067602, 0.12573001259876987, 5.839667887287167) (-0.2325662146642884, 2.3917726165882147, 3.9578767077887345) 3 28 4500 16 4500 0 4500
5 (-3.403342911706915, -3.6161198587934873, 3.367630352662488) (-0.6932193001616209, 4.63424830410435, 4.44811082029482) 4 114 4500 148 4500 102 4500
6 (1.4167691914527418, 2.0289808219019516, -5.46589442657873) (7.526155655428969, 0.020688870750811716, 3.887111689375856) 5 348 4500 370 4500 354 4500
7 (3.0118338785684817, 4.609657286871755, -2.383257515565044) (-0.07540884723347752, -0.6512056059261084, 3.6898607071326808) 6 20 4500 8 4500 0 4500
8 (3.348883571733228, 3.884957134971315, -3.1132116668178487) (1.4368533813428446, -1.5580871445569038, 4.03983243794975) 7 30 4500 12 4500 0 4500
9 (1.253349842581684, -5.605257626971016, -1.7349931145061412) (8.808443140909084, -1.8425574879990378, 4.151155713430113) 8 361 4500 349 4500 333 4500
10 (-5.76820736905468, -1.4261832343907535, 0.8329376504433101) (-8.764634415331287, -8.644857469792775, 3.7708524311627016) 9 158 4500 217 4500 275 4500
11 (5.27187362215436, 0.8672155426802954, 2.7304369090983927) (4.01769877491882, 2.643511324456071, 4.278182814338086) 10 38 4500 30 4500 6 4500
12 (5.1166647249900326, 3.0685004358913948, 0.6356470459122728) (8.12869264424602, 8.384690855850398, 4.4402279984857795) 11 148 4500 208 4500 234 4500
13 (3.478964354883419, 2.9934774301926583, 3.8646991981754235) (-4.5316445039719255, -9.207566405729137, 3.772500135376278) 12 364 4500 254 4500 190 4500
14 (-3.441712179901475, 4.481079692411568, -2.0185494943088425) (-8.926811786863047, -6.3318867676919055, 4.031635371094273) 13 3692 4500 3741 4500 3760 4500
15 (3.2997775461241865, -3.426183949376435, -3.656874579628065) (-5.725258740872703, -0.6946342423340681, 4.319710083288106) 14 52 4500 88 4500 58 4500
16 (3.6201689924250817, 2.873872950502327, -3.8256020089202973) (0.7605605679043634, 4.2350271099916466, 3.7748571318754545) 15 80 4500 96 4500 44 4500
17 (4.361312322946934, 4.1171749743028485, -0.16680843109851048) (4.944980518793098, -4.356864538049081, 4.148328484735437) 16 224 4500 194 4500 140 4500
18 (2.425717092471711, -2.708030077119033, -4.773098541692731) (-6.454425227999481, -2.3786811694973746, 3.732666060068501) 17 236 4500 207 4500 66 4500
19 (-5.649246814988758, -0.3238442223785377, 1.9952782620405138) (-1.070665312858507, -5.900017540107154, 3.9167585913067606) 18 312 4500 226 4500 152 4500
20 (-3.9295959282726773, -2.582248485402618, -3.7269650655913966) (-5.893208462269213, 2.583188421632048, 4.088007349750527) 19 387 4500 360 4500 296 4500
21 (-5.384692352669303, -2.644740923720223, 0.10214555058460795) (-0.10512161891682581, -9.532519484866182, 3.731669052272638) 20 359 4500 350 4500 394 4500
22 (-4.258414060970009, -3.713747400528443, 2.0184127254853386) (1.0357830477229601, -4.053229588024165, 3.843282867132229) 21 80 4500 30 4500 0 4500
23 (-4.585941122783429, 1.638698722513375, 3.504826745389406) (-1.2806314733613196, -7.8556071647949395, 4.149506641904448) 22 416 4500 360 4500 322 4500
24 (-0.3367455219290501, 4.160116806024978, -4.3104559635483195) (-1.2908288519622175, 0.8756603237181899, 4.312499350641364) 23 46 4500 26 4500 0 4500
25 (-0.3159995948797116, -4.866901911530718, 3.49476895367555) (9.040556537141388, 6.939743120833313, 3.815786366815676) 24 3198 4500 3282 4500 3380 4500
26 (-5.593458833499495, 1.730241063526915, -1.3112910203428207) (1.0776509435927792, -3.8053883792988135, 4.048006723839417) 25 148 4500 64 4500 50 4500
27 (0.509709395364925, -3.052615123304819, 5.140207898640621) (7.135547268689589, -1.1587566500793312, 4.230871916454977) 26 180 4500 156 4500 154 4500
28 (-3.8830315143865204, -3.2987820395303418, -3.168612206306282) (2.590108091383275, -6.952532711332962, 3.9033102916570903) 27 382 4500 434 4500 399 4500
29 (-4.3074533629321765, 2.4891777217076596, -3.354078084350236) (-6.226754702956539, -0.11450701265897933, 3.7173440021011555) 28 308 4500 288 4500 272 4500
30 (3.054365582492734, -4.8564654632206805, 1.7565859196260676) (5.35848941539915, 1.4373192821600522, 3.7939842060961833) 29 180 4500 116 4500 88 4500
31 (4.580923311957913, 0.6525554470343958, 3.8195959208411403) (-5.210245310910258, -2.1801883494052436, 3.8168258624280114) 30 295 4500 314 4500 287 4500
32 (-0.15534622725874778, 2.737891710620874, 5.336648436105753) (-5.3809861645459955, -9.644779429217284, 3.915083043251903) 31 3508 4500 3573 4500 3685 4500
33 (5.181891724554059, 1.825512170786615, -2.411535500320926) (-7.034065584029971, -9.970887152590972, 3.5180166805770066) 32 290 4500 248 4500 269 4500
34 (-3.3486202730920476, 4.291877287683004, -2.5231986870057876) (6.014819849127637, -2.4096151314829717, 3.554837665933399) 33 78 4500 76 4500 26 4500
35 (5.814516554441123, -1.1341781224709941, 0.9513344441563701) (4.4709343754849264, -8.0379076837008, 4.267929553174717) 34 322 4500 262 4500 262 4500
36 (-2.639995431333545, 5.379136525429768, 0.30873024361951307) (9.403297088784939, 8.188273622787662, 3.651239151933003) 35 3577 4500 3593 4500 3607 4500
37 (-2.299570193399399, -3.555235084492734, 4.2511504818838155) (0.018348641444664082, 7.869151815252195, 3.5874557955743542) 36 361 4500 312 4500 211 4500
38 (-3.2443171335879564, 3.9220284845055806, -3.1768064000556415) (-6.76956246808089, 2.066306940770703, 4.25025394514452) 37 358 4500 355 4500 313 4500
39 (2.255827633793085, -4.8763138971522055, 2.670731072769358) (5.152367616687403, -6.644142907886144, 3.5528613379101914) 38 206 4500 198 4500 158 4500
40 (3.747050292515555, -2.972407725449711, -3.622762263666493) (7.742643052192804, -6.581558108692782, 3.799134596623629) 39 373 4500 301 4500 216 4500
41 (-2.946957282506392, -4.497874533530108, 2.6616850782359385) (8.114841221577556, 7.411432761185122, 3.9673217819637387) 40 354 4500 289 4500 240 4500
42 (-3.1051499141807732, -1.8468150128992618, -4.790335929618405) (-5.420458693526142, -9.142205517161008, 3.8469712190012384) 41 3157 4500 3274 4500 3381 4500
43 (0.6585543174243523, 4.382007409668068, -4.045283336506342) (-6.9147127755499005, 0.4299193666189165, 4.350537532010805) 42 458 4500 402 4500 380 4500
44 (-0.7677107358530487, -5.408585899824496, -2.481495273071383) (8.043374168315577, 6.436934041166825, 4.308725704682292) 43 208 4500 173 4500 181 4500
45 (-5.5582702673690205, 0.9030329818572261, 2.071270882467952) (5.468284955454525, 0.15071606934929527, 4.102952933363768) 44 38 4500 22 4500 116 4500
46 (0.6487014225835881, -3.419819032001812, 4.887128426049004) (1.560613932984836, -6.687221804686958, 3.741829969542401) 45 118 4500 90 4500 70 4500
47 (-4.362202219950292, 3.059852098505829, 2.7583503997009196) (8.674367407242084, 6.30505720930627, 4.299597314810727) 46 3487 4500 3596 4500 3647 4500
48 (-2.9001673954596567, 1.9480567551271355, -4.877920044149583) (-0.16781551686402985, 5.107983956069109, 4.335009158386123) 47 356 4500 266 4500 208 4500
49 (-1.9437991731573796, -3.755758595415515, 4.256280318235063) (-3.16153635972122, -9.750655033112379, 4.159809530948583) 48 224 4500 196 4500 212 4500
50 (2.4061553469673798, -4.175034985028991, 3.574842558777136) (4.8262030477497575, 3.4269951420009512, 3.5495721696921683) 49 308 4500 226 4500 130 4500
51 (2.453301207582832, 3.9912757851778853, -3.748470460271132) (1.5122464196881946, -1.7330379496139727, 3.8733448594712634) 50 28 4500 14 4500 0 4500
52 (-2.095018626511574, -2.6325656628903076, -4.967946757478432) (-1.3129501143084426, -2.0104640177502393, 4.2447242398669385) 51 62 4500 66 4500 10 4500
53 (-1.5762680524691688, -5.436523778442105, 1.9898714112219984) (-0.728924643330739, -0.85886445739553, 4.147874237916817) 52 72 4500 56 4500 44 4500
54 (3.9801921398386577, 3.8466101186145676, 2.315526101200025) (4.197616080242668, 1.4276709547312283, 3.6315450150593467) 53 6 4500 4 4500 0 4500
55 (4.648960921458462, 3.58612234719994, -1.2356734445901472) (3.8771943494158467, -6.1614266263399315, 3.673297310352863) 54 308 4500 343 4500 312 4500
56 (1.22119118461693, 5.6461579530548045, 1.621601819118949) (1.0335893606416633, 3.3045405777706893, 4.026689677536675) 55 0 4500 2 4500 0 4500
57 (1.5209285232211898, 2.1468466267689688, -5.39238592724806) (-1.582212727186068, 6.16113532750877, 3.519637746376769) 56 290 4500 304 4500 314 4500
58 (5.087160863793717, 2.4064758564498554, -2.0807855002881697) (3.666712273352232, 1.9538071015455323, 4.323034560081097) 57 187 4500 172 4500 156 4500
59 (-1.4721162611160616, 5.628879511673622, 1.4658066573796809) (-9.330658839796175, -9.029313976112306, 4.282301556639946) 58 3352 4500 3392 4500 3439 4500
60 (5.169963532799773, -2.2392552705330946, -2.063301457109512) (-5.819542172843802, -2.933994142769807, 3.7223236719741046) 59 268 4500 226 4500 138 4500
61 (4.8990759933982, -3.2088559866196067, -1.304721298992605) (-6.692930328192801, 8.560590523381272, 4.060476069123937) 60 280 4500 244 4500 292 4500
62 (1.8182329167839915, 4.926471236331949, -2.902397322545131) (2.9351412385445492, 8.650958286181037, 3.983742011713035) 61 336 4500 254 4500 210 4500
63 (-1.047307003188263, -5.392380845896332, -2.4135817479180575) (-9.50636844786115, 6.721793912509305, 4.256586081773866) 62 3451 4500 3508 4500 3554 4500
64 (0.5526398010267362, 3.4910633054041114, -4.848408630466501) (1.375509255077425, -7.923733818462679, 3.5952718811659574) 63 210 4500 228 4500 204 4500
65 (3.6810702478140684, 4.204729559620697, 2.1840263645638562) (7.8540542891762115, 3.016428897451995, 3.889584289705291) 64 93 4500 136 4500 162 4500
66 (3.0604523606799647, -4.589224507477918, 2.3606460488545262) (9.27990106799875, 4.110995529860141, 3.855759201494675) 65 3532 4500 3582 4500 3674 4500
67 (4.737709211381216, -1.9275743376413097, -3.1366492633477896) (2.378067303369175, 9.98391818915265, 3.9106824609968918) 66 2970 4500 3054 4500 3135 4500
68 (0.0541215806759467, 3.966230731146573, -4.501786827673391) (8.33486345570946, 4.399738683812464, 4.152940501766122) 67 3609 4500 3680 4500 3740 4500
69 (-0.019283414958910984, -5.322863682078532, -2.768889736323367) (6.19952321665005, 8.30616397618931, 3.5952772831823854) 68 300 4500 261 4500 293 4500
70 (3.108018896036518, -1.5685705905056608, -4.886696721148211) (-4.139621392347781, 7.432847312607986, 4.150710269034266) 69 316 4500 293 4500 310 4500
71 (4.036923081584318, -4.093427137662125, -1.7167138090034182) (2.5461380849759685, 9.981947883362416, 4.29185804911727) 70 373 4500 342 4500 277 4500
72 (-4.492172066413474, -3.8099460275485404, 1.1422352616259044) (-1.0623842972171005, -7.910360905769915, 4.399303389814529) 71 252 4500 178 4500 198 4500
73 (3.1449489224856184, -4.015631092098207, 3.1597473327990513) (6.37837255640331, -0.398449929225551, 4.237628552354087) 72 196 4500 202 4500 208 4500
74 (2.9300106277284574, -4.326756116975987, 2.948596144881351) (1.629950071281991, 6.400991464711861, 4.445046008369511) 73 3441 4500 3459 4500 3522 4500
75 (4.391917746584149, -2.6527767216044946, 3.1102787933805103) (6.9971910137666065, 5.391078164011404, 3.8317621866525267) 74 409 4500 359 4500 359 4500
76 (-5.2049312675263035, -1.9565390928527828, 2.254028677383197) (0.2349163706179862, -1.1187949399782848, 3.5576182759361235) 75 28 4500 24 4500 12 4500
77 (-4.219385139989329, 2.4075924649312412, -3.5214042033318957) (-5.247058359988753, -0.2475073841328843, 4.009832534153238) 76 1926 4500 2172 4500 2374 4500
78 (-4.3028403219822025, -0.4218867164971387, 4.160237584798176) (-9.040115981786814, -2.287523727033756, 3.619759695326896) 77 209 4500 215 4500 258 4500
79 (2.538500780241389, -2.955579079495315, -4.5629558504946655) (3.5585553154341802, -2.792869123457291, 3.7438064005728324) 78 190 4500 132 4500 64 4500
80 (-2.178930972748165, 2.7018470130067826, 4.894106918969493) (-1.2710856664054422, 2.406622120269857, 4.418588090129175) 79 4 4500 0 4500 0 4500
81 (0.6989984842270256, -2.824597521300704, 5.24719448483761) (-4.730941521985832, 1.423150398084843, 4.103836363167303) 80 298 4500 196 4500 124 4500
82 (-1.8148345479537653, -1.494611942633664, -5.520191183690133) (2.6944855075631224, 8.973796814493525, 4.243561629413307) 81 326 4500 322 4500 292 4500
83 (-5.237566573984391, -0.9896241896378537, -2.754730539701665) (-5.133266338263205, 5.586520156220114, 4.385038089055467) 82 3798 4500 3820 4500 3796 4500
84 (4.349992995876955, 1.6078733310105842, 3.806875922228928) (-1.6855304770514774, 3.479102508503777, 3.7296912049022706) 83 88 4500 66 4500 28 4500
85 (-3.351758020025454, -4.650377613939381, -1.7719216187423543) (8.489564276430766, 5.143611323606944, 3.7963830898537796) 84 242 4500 204 4500 250 4500
86 (-5.9670817664380875, 0.6257013635483887, 0.04932541227197442) (-4.5781508473176125, 2.4067315648302703, 4.477509520738442) 85 62 4500 108 4500 158 4500
87 (2.0791498192018714, -2.578061453132372, -5.003072573247946) (-3.574875082405069, -1.631407189383065, 4.204943210741541) 86 158 4500 92 4500 40 4500
88 (5.5791985093624685, 1.5273334016708682, 1.5936739545051577) (1.1988744642066447, 7.15082008847245, 3.7703762312270133) 87 343 4500 328 4500 352 4500
89 (-1.0678238280719363, 3.8169000958186334, -4.504556130268719) (1.732232356674448, -6.434505234743744, 4.403202471010967) 88 100 4500 126 4500 116 4500
90 (1.0265465968143703, -4.640410364640363, -3.6623481173022205) (9.121220793494796, -1.2346014611271414, 3.7737763008545464) 89 3665 4500 3747 4500 3790 4500
91 (3.676814712164042, 3.980617081133021, 2.5759893683410415) (9.539754347650863, 1.8544673763295432, 4.278069538584926) 90 292 4500 268 4500 228 4500
92 (4.53235937640555, -0.6610738146162594, 3.875654769808246) (7.988836989210199, 5.327831737081878, 3.9783374781724534) 91 356 4500 319 4500 334 4500
93 (-3.4348727123533074, 0.6444844274247192, -4.877118952079974) (9.481322845582497, -3.7511282938865502, 3.769322113897108) 92 336 4500 301 4500 272 4500
94 (-2.3666673274183987, 4.313126870089819, -3.4345046751808996) (2.355681819001356, 5.830189727581212, 4.165941260057881) 93 3391 4500 3550 4500 3697 4500
95 (-1.677937402635567, -5.747585394850105, -0.3870248076575607) (2.109876598667933, -1.1283791147867852, 3.990861903581327) 94 24 4500 58 4500 66 4500
96 (-0.4759883784698119, 5.181398375825735, -2.9877325741357974) (-0.02036514632157349, -3.1379649993779513, 3.5771292122657457) 95 6 4500 0 4500 0 4500
97 (-4.101023332053548, 1.9958032747234353, 3.8985095765632836) (-8.095134812996672, 3.186669773159686, 3.5959084299176496) 96 267 4500 262 4500 269 4500
98 (-0.6151865726036342, -0.43596006191590725, -5.952435157589075) (1.2666709157685307, -3.23771027042935, 3.8976139514277146) 97 60 4500 30 4500 26 4500
99 (-3.253433862203397, -0.24253199950467708, -5.035508547652813) (9.637051515232361, 7.222486040757584, 4.230316194095249) 98 2345 4500 2391 4500 2394 4500
100 (-3.026843159103743, -5.169873100865539, 0.33261480895145334) (-3.1787500949548413, -5.938426580286295, 4.305958873194636) 99 99 4500 126 4500 161 4500
101 (4.646361190393206, 0.9963968780440821, 3.663129938977301) (-1.1414966206310737, 1.8664587258312935, 3.6787409315975226) 100 52 4500 52 4500 28 4500

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@ -1,361 +0,0 @@
"dipole_mom","dipole_loc","dipole_freq","low_success","low_count","medium_success","medium_count","high_success","high_count"
"(2.0099781904279808, 4.290307172964443, -3.8387978728319654)","(8.479240465923795, -9.897047486571262, 4.487837549415414)","1","5952","13500","6280","13500","6486","13500"
"(-1.5170611709294333, 6.136603654403417, -6.169980987841087)","(3.573401899177176, -7.081328692803089, 3.681618177333647)","2","785","13500","668","13500","584","13500"
"(-2.8216467996532533, -1.4797098588764932, 3.320628147967469)","(8.85425231532508, -2.274914082423141, 3.72768942361263)","3","7455","13500","7391","13500","7322","13500"
"(4.3847044623162175, -0.25511016984347085, -0.8168900025273521)","(4.472980980535894, 4.530252916337902, 4.0287164534328435)","4","1897","13500","2045","13500","2075","13500"
"(-3.21462471956656, 2.262545962468196, 1.0016097897026277)","(-7.22326800766637, -1.8423023205908589, 4.01500557687306)","5","2150","13500","2340","13500","2294","13500"
"(-4.369034927957455, 4.111918723073411, 6.914917868096467)","(8.714459357401939, 4.566955155669831, 4.015459216427168)","6","6950","13500","7049","13500","7085","13500"
"(-4.060578171412922, -3.790369463837484, 5.472762697671945)","(3.7639571658235873, 8.752126212319947, 4.04955572781841)","7","3422","13500","3868","13500","4350","13500"
"(2.791213713845815, 2.278313166249388, -3.3403229003210098)","(-3.858829424591379, 0.22035128230104917, 3.829777765000182)","8","387","13500","384","13500","260","13500"
"(-4.032698882580152, -1.1212230577149822, 7.976166733751349)","(-7.7628626722223615, -9.560703905120416, 3.7660293864038357)","9","2378","13500","2927","13500","3384","13500"
"(6.159071735492874, 4.251354650290385, 5.866874140443783)","(-4.923368243179769, 3.8592946786144537, 3.941027299246778)","10","948","13500","932","13500","920","13500"
"(3.7253806630500086, 2.202858809469439, 4.8429271934311355)","(9.580209933976157, 1.1748445072108282, 3.8524538457579904)","11","1752","13500","2093","13500","2041","13500"
"(5.931430468584126, 3.277532661099612, 3.0138490051429807)","(6.054907983140289, -5.896951665007766, 4.052557510929236)","12","2134","13500","2457","13500","2490","13500"
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"(-7.381091945150003, 6.276331588607157, 0.14727868232460908)","(2.136480609846105, -9.932011953076405, 3.772363401737582)","297","1450","13500","1592","13500","1669","13500"
"(-1.6209062026097034, 2.930492607685731, -6.630432465250738)","(-9.920865334029642, -7.647833778471593, 3.7679372271786704)","298","7396","13500","7270","13500","7228","13500"
"(2.3372758846434323, -7.980791274518466, 2.2792504468688657)","(-5.850208076249286, 4.165397166357188, 3.7447718504387115)","299","1632","13500","1763","13500","1910","13500"
"(0.7853244653664028, 7.348751822957898, -1.1136031347053401)","(9.548516782725585, -4.681284939969195, 3.9092552120774546)","300","7272","13500","7097","13500","7019","13500"
"(3.0718070716296753, 3.741466004464285, 2.2812936522254903)","(-6.654101316541327, 8.03223250061654, 3.868522890553187)","301","7377","13500","7258","13500","7214","13500"
"(3.180992516121285, 0.6758589016488913, 7.179492806398545)","(2.6035427735906715, 4.135732068379523, 3.5986692599291112)","302","1303","13500","1295","13500","1236","13500"
"(-2.9957173400179617, 6.625357649343224, -3.7806415738163155)","(3.957093538313554, 4.187087001258789, 4.224207673079777)","303","7415","13500","7411","13500","7392","13500"
"(-7.63608468554698, 3.046983992556181, 2.7851725020284004)","(7.454268647289425, 5.853286156870057, 4.187813945386676)","304","7196","13500","7134","13500","7123","13500"
"(4.499544390445714, 2.7870501816543416, 4.853753402273175)","(-4.581426635579781, 1.4915225996257142, 3.8966101982845887)","305","7067","13500","7125","13500","7044","13500"
"(-3.5723537175351727, -2.6133627881743355, 4.00027106460337)","(5.57942485988956, -6.228742438792274, 4.451681320561312)","306","7158","13500","7073","13500","7059","13500"
"(3.3430903726454066, 1.8544784334953188, 9.188907535689905)","(2.165537913402849, 4.707283997805931, 3.5191938884111664)","307","1043","13500","932","13500","891","13500"
"(7.032574680506789, -6.73888159356116, -0.41656278969192473)","(-5.4465346923368285, 1.4391435701862214, 4.184170810245188)","308","1785","13500","2035","13500","2297","13500"
"(1.2261954886784656, 3.6740755865686783, 6.814855247824725)","(7.9168944893088735, 3.522904298538487, 3.5669622389513442)","309","7101","13500","7080","13500","6838","13500"
"(-6.878429151966142, 1.4759988195420932, -6.755442285793832)","(4.348910017856687, -5.20902768323867, 3.5486094795984835)","310","1674","13500","1980","13500","2164","13500"
"(4.622291240151654, 3.1541097785147167, -1.2248868611909973)","(0.7417604093011114, -3.736290119098385, 4.137717553976399)","311","1765","13500","1844","13500","2077","13500"
"(-0.8002429575064094, -1.8383103622314225, -2.6759852416809826)","(-8.50507992059541, 1.2108100395127224, 4.20622507644479)","312","7230","13500","7225","13500","7284","13500"
"(-8.846112662281403, 2.4621042885176587, 3.8971347628177977)","(-2.8941548030079307, -9.477989284282351, 3.783100195329828)","313","7041","13500","7051","13500","7049","13500"
"(-2.935481758633218, -0.8407306018935548, 8.080498093286208)","(-0.3316398964184124, 1.6231533247670136, 4.0268944334128935)","314","481","13500","414","13500","186","13500"
"(4.6571484930127784, -5.069925183483122, 5.342766488176156)","(5.587655394987198, 2.7072314209302704, 4.2382123650692805)","315","1762","13500","1938","13500","2038","13500"
"(-4.355797415422185, 3.499339668218625, -3.3842026087189234)","(-4.661794289060365, 6.291311458613965, 3.925814167134391)","316","7275","13500","7391","13500","7400","13500"
"(2.650587831687925, 0.38977203118789383, 0.3714947286786218)","(2.301343008958167, 5.831470667113827, 4.200975588370972)","317","7189","13500","7024","13500","6986","13500"
"(5.003041871916007, -7.562671695226169, 2.256127657713143)","(7.746711685742589, -3.6732516129213355, 3.9607361177213245)","318","1778","13500","2045","13500","2224","13500"
"(1.9601905981696237, -2.73227075293609, -1.13717746900383)","(-6.420120194754395, 0.9348407176048941, 4.299034639705745)","319","7183","13500","7066","13500","6906","13500"
"(-1.4048354464547725, -0.5807625990384349, -4.921128445472221)","(6.7935605888225865, 0.5258040016116095, 4.38050577216208)","320","7007","13500","6923","13500","6745","13500"
"(6.057149004175802, -3.665065962344407, -6.447310584946815)","(0.9982512132485191, -0.9138006912300476, 4.120867569800609)","321","397","13500","296","13500","282","13500"
"(-2.0072651516660884, 7.787159873413792, -5.795753232752727)","(-3.9004663300412945, 3.8715566270994337, 3.5424902498527273)","322","1321","13500","1455","13500","1588","13500"
"(-0.3879636080446453, -0.36737968312220187, 0.4097501751716591)","(5.295457602078098, 9.791241523605937, 3.8951198336395483)","323","7710","13500","7716","13500","7698","13500"
"(6.40646278179707, -5.4748007753170045, -3.2098135666533727)","(-9.089469468558967, -8.378034312476197, 4.009051162774652)","324","7327","13500","7325","13500","7260","13500"
"(0.8950362709935767, 2.1171343921594312, -8.675206308631477)","(-8.41917579286985, -9.96780401811472, 3.759493958467886)","325","7338","13500","7277","13500","7146","13500"
"(-2.761606829855179, -6.526340896154426, 1.4349559995659327)","(6.682772895130636, 6.202055232328014, 3.824253783752659)","326","7371","13500","7398","13500","7270","13500"
"(3.937869497398401, 2.239193115039419, -2.113434607257436)","(-8.210566239159354, 9.898738823036254, 3.836052672886277)","327","7390","13500","7413","13500","7402","13500"
"(-4.23851228446073, -3.6780615881193763, -3.900545803461333)","(-6.941364706794655, 8.02585176304256, 4.432279917896319)","328","7315","13500","7228","13500","7276","13500"
"(-7.92948412695824, 4.837069696563327, 2.2910417136818158)","(-9.523621606279697, 6.981846909598012, 3.899521819434217)","329","7215","13500","7316","13500","7295","13500"
"(-2.8754755740958338, -5.9246395188345335, -4.82176108513699)","(-2.611113324990157, 9.313643058574506, 4.056310179043099)","330","7265","13500","7165","13500","7013","13500"
"(-2.740681505270649, -0.3544343771451223, 1.0499184337365228)","(7.9359045033663875, 5.993772739363877, 4.3662339927134965)","331","7483","13500","7416","13500","7438","13500"
"(-4.882869033966216, 0.9989803998383994, 4.606241981302313)","(-4.301543523533886, 1.8143065241926077, 4.453804631994631)","332","1546","13500","1852","13500","2055","13500"
"(3.453001802672191, -3.829460905585528, 0.3227773963347498)","(1.2307077685452565, -7.410849555767644, 4.234102394357164)","333","7256","13500","7230","13500","7075","13500"
"(3.7786777083196648, -5.128918902654101, 2.5755595453362226)","(-3.3644775484976837, -0.6161720387762166, 4.489496040016978)","334","7064","13500","7086","13500","7062","13500"
"(7.407991220969968, 6.271094586967019, -2.3352288907667926)","(9.095810469691163, -3.4230727512559884, 3.5267639897699405)","335","7253","13500","7116","13500","6962","13500"
"(3.033775000884507, -2.3026593201053447, 2.2370750141962152)","(-3.981409884903271, -6.620493796561093, 3.5358372473898445)","336","7177","13500","7120","13500","7016","13500"
"(-4.182307138965633, -2.1394210649178853, -6.301774736182226)","(4.299152192743135, 6.131539637574075, 3.7312416117708618)","337","1768","13500","2055","13500","2319","13500"
"(-3.159070326748726, -4.841423341992917, -5.865661492968178)","(6.0975747976490595, 3.652643924067016, 3.699190772930498)","338","1988","13500","2417","13500","2634","13500"
"(-4.7363045045072685, 5.83149328006894, -3.334548161616745)","(9.921621597277266, -3.016780833623381, 4.227769112082719)","339","7337","13500","7361","13500","7231","13500"
"(6.136324236949211, 0.9615623223982698, 5.1931175114225505)","(-0.8102500072840293, 8.145412688425214, 3.9520530021203824)","340","6985","13500","6805","13500","6742","13500"
"(8.764310634570249, 2.6081935831174476, -0.3064001311790959)","(5.723896439379086, 5.15025194154661, 3.8843585701240175)","341","1773","13500","2133","13500","2453","13500"
"(0.01700080668049239, -2.9471440671373443, -2.8770223569254476)","(6.143268149203241, -3.340731817907983, 3.8462566332561607)","342","7202","13500","7225","13500","7174","13500"
"(-1.3428115326720262, 5.226568582865842, 6.488724291557815)","(6.872952636424646, 5.605347484291963, 4.44577107160875)","343","7196","13500","7090","13500","6954","13500"
"(6.5137188968836215, 3.4923874355176845, -3.5865950352129228)","(2.3526630476784547, -8.1082566934242, 3.861048109913581)","344","6940","13500","6885","13500","6833","13500"
"(-4.596547940247273, 4.142369135567517, -0.7005292607483498)","(-1.8175889826494007, -5.237126239391348, 4.033770301799983)","345","6881","13500","6793","13500","6791","13500"
"(-5.142059513454421, 5.854006861219131, 0.11534976633950303)","(-9.595587007172274, 3.4920924070467088, 3.7091886578997864)","346","7334","13500","7370","13500","7264","13500"
"(3.0276850799576414, 0.9432170087330122, 8.49766751298688)","(8.613572995352335, 9.084620273870101, 4.148192175792606)","347","7379","13500","7279","13500","7179","13500"
"(-4.266594861003628, 3.619320757075147, 5.433802509497399)","(-6.8873710898333185, 5.787122370865719, 4.104082445642719)","348","1549","13500","1671","13500","1858","13500"
"(-0.6691399104508177, 0.9984123482258231, -0.35275174254775943)","(-7.1457030107873365, -0.5631962843252118, 4.232020271165298)","349","7444","13500","7404","13500","7314","13500"
"(-1.6576762505084206, -4.440995272493779, 4.799702577074726)","(6.84957404157635, 0.29126424086794245, 3.9037557071262237)","350","7062","13500","7142","13500","7115","13500"
"(-4.81770339997329, 2.9621434565831986, 4.6314217681410925)","(-9.91462515416841, 4.478547480891166, 3.783801376604472)","351","7321","13500","7268","13500","7128","13500"
"(-2.499843792204922, -2.027870272969736, -2.2885365804270883)","(-1.4357245004983437, 8.761033283014498, 4.2927325110252275)","352","7287","13500","7173","13500","7021","13500"
"(5.760069172699008, 7.823071388612213, -1.6740285689819634)","(-9.338244530226977, 6.2149787882124485, 3.9213754158648864)","353","7338","13500","7338","13500","7288","13500"
"(1.7088929852159789, 7.058750379416931, 3.0423370061016293)","(8.49843673648451, 3.7654581993055753, 3.5593912642312935)","354","7247","13500","7166","13500","7000","13500"
"(4.974272109325721, -8.181820162621953, 0.07695147430847527)","(-7.166378324123386, -6.354298570182877, 4.3251219379275305)","355","7122","13500","7159","13500","7173","13500"
"(-2.1242342182067673, 4.795268870914089, -4.357376251678342)","(2.9682703929968426, -7.552797770627924, 4.089713294771624)","356","1627","13500","1807","13500","1921","13500"
"(-3.951117650750644, 3.506932723669112, -3.5261836194432954)","(-0.2775713049969415, -3.700230560579132, 4.391107093955435)","357","1751","13500","2030","13500","2279","13500"
"(2.555278815622147, 5.35386050870521, -7.869579961483833)","(2.3309203337662776, 9.699638566818866, 4.013074237371733)","358","7336","13500","7237","13500","7386","13500"
"(4.232351718077982, -2.5284726836657296, -8.230222943876477)","(-0.43363503740562237, -5.277756836976906, 3.522799246981918)","359","1446","13500","1604","13500","1814","13500"
"(6.0393067294846485, -0.47715800115290624, 5.380568184229686)","(-5.3516529900068015, 4.731646838957225, 4.243322752515243)","360","7209","13500","7037","13500","6981","13500"
1 dipole_mom dipole_loc dipole_freq low_success low_count medium_success medium_count high_success high_count
2 (2.0099781904279808, 4.290307172964443, -3.8387978728319654) (8.479240465923795, -9.897047486571262, 4.487837549415414) 1 5952 13500 6280 13500 6486 13500
3 (-1.5170611709294333, 6.136603654403417, -6.169980987841087) (3.573401899177176, -7.081328692803089, 3.681618177333647) 2 785 13500 668 13500 584 13500
4 (-2.8216467996532533, -1.4797098588764932, 3.320628147967469) (8.85425231532508, -2.274914082423141, 3.72768942361263) 3 7455 13500 7391 13500 7322 13500
5 (4.3847044623162175, -0.25511016984347085, -0.8168900025273521) (4.472980980535894, 4.530252916337902, 4.0287164534328435) 4 1897 13500 2045 13500 2075 13500
6 (-3.21462471956656, 2.262545962468196, 1.0016097897026277) (-7.22326800766637, -1.8423023205908589, 4.01500557687306) 5 2150 13500 2340 13500 2294 13500
7 (-4.369034927957455, 4.111918723073411, 6.914917868096467) (8.714459357401939, 4.566955155669831, 4.015459216427168) 6 6950 13500 7049 13500 7085 13500
8 (-4.060578171412922, -3.790369463837484, 5.472762697671945) (3.7639571658235873, 8.752126212319947, 4.04955572781841) 7 3422 13500 3868 13500 4350 13500
9 (2.791213713845815, 2.278313166249388, -3.3403229003210098) (-3.858829424591379, 0.22035128230104917, 3.829777765000182) 8 387 13500 384 13500 260 13500
10 (-4.032698882580152, -1.1212230577149822, 7.976166733751349) (-7.7628626722223615, -9.560703905120416, 3.7660293864038357) 9 2378 13500 2927 13500 3384 13500
11 (6.159071735492874, 4.251354650290385, 5.866874140443783) (-4.923368243179769, 3.8592946786144537, 3.941027299246778) 10 948 13500 932 13500 920 13500
12 (3.7253806630500086, 2.202858809469439, 4.8429271934311355) (9.580209933976157, 1.1748445072108282, 3.8524538457579904) 11 1752 13500 2093 13500 2041 13500
13 (5.931430468584126, 3.277532661099612, 3.0138490051429807) (6.054907983140289, -5.896951665007766, 4.052557510929236) 12 2134 13500 2457 13500 2490 13500
14 (-1.5810959502907862, -3.8981697933983264, 7.875180437735013) (-4.5059321733603275, 7.32292387960775, 4.168621715706582) 13 5113 13500 5102 13500 5387 13500
15 (-7.338599687762189, -1.2070001310892329, -6.097036146014187) (-7.407262691475975, -7.788631036766722, 4.17729153556455) 14 2680 13500 3084 13500 3372 13500
16 (-3.0707587818688875, 0.1581701537269018, -4.5785996588991535) (5.331589713975433, -6.809743004373338, 3.944555515339454) 15 1970 13500 2288 13500 2581 13500
17 (2.15216334646952, -5.488491410985812, -4.190473869606921) (-1.667646650993781, -6.34870436687889, 3.9605641524355537) 16 2394 13500 2736 13500 3177 13500
18 (5.739180268511044, -3.7463830732152767, -0.023427912811483056) (-5.478553555438113, 7.345351594489802, 3.562409945494111) 17 1523 13500 1702 13500 1773 13500
19 (1.8211976262768257, -6.406122742120571, 2.7807711598039484) (-6.641777124388108, 9.38443293105421, 3.6651230652731384) 18 2952 13500 3378 13500 3942 13500
20 (-4.28536679687942, 3.7500401671647614, 4.240840391802023) (3.726892773586286, 4.33605297177882, 4.322968731750832) 19 1135 13500 1010 13500 885 13500
21 (3.937345539555225, 3.968139927949779, -1.1942332000134794) (5.908624516152123, 5.520504355823753, 3.9260052081175454) 20 1538 13500 1945 13500 2115 13500
22 (-7.305594440794758, -3.817757265962256, -2.3278588452161175) (8.386678208036592, 7.661830450406118, 4.256612016074345) 21 1472 13500 1844 13500 2085 13500
23 (-1.9443892410744588, -6.221537995677158, 5.592388480581515) (1.8087672324818271, -5.012714179961428, 4.171331614506319) 22 461 13500 498 13500 320 13500
24 (7.480912431032244, 0.5980468198599687, 1.8913967118920516) (8.19423987038542, 8.15350164257265, 3.954733725966526) 23 2378 13500 2889 13500 3288 13500
25 (3.2835444472019506, 3.839659181017998, 2.2930647414398417) (-7.808385303081986, 3.3754362560791726, 4.445690899538336) 24 7077 13500 7122 13500 7144 13500
26 (-1.1034475056556803, -2.5034130225708338, 3.1683482847222546) (-4.133553815562648, 0.880645199604329, 4.357237619265939) 25 1071 13500 909 13500 777 13500
27 (0.051780759269711166, -4.373357121271183, 8.695596569571784) (8.72300709229713, 9.073499827374867, 3.6399713651305157) 26 7266 13500 7282 13500 7229 13500
28 (2.8233694567646443, 3.810844008490418, 1.164099489292213) (9.23381730842997, 8.98856155163022, 3.694636167844105) 27 1994 13500 2198 13500 2551 13500
29 (-3.0643889945715235, 5.178854377238401, -6.379281544020033) (-2.576446121500366, -6.541962963787931, 4.22337918022761) 28 1052 13500 935 13500 1032 13500
30 (-8.947590745910237, 3.6783179310450156, 2.4508628856483994) (-0.16524202055958348, -1.764162242296468, 4.131440749485751) 29 198 13500 108 13500 4 13500
31 (1.3176803970512811, 7.0939882786027075, 6.4759120792266085) (7.667892686191891, 3.248117371714592, 4.202107467942193) 30 1330 13500 1331 13500 1303 13500
32 (1.4907798255452713, -0.11155216212225307, 8.598957203397196) (-1.8204699606457453, 0.46178206204345074, 3.8691572159777703) 31 118 13500 42 13500 0 13500
33 (-6.996501803649116, 4.81427476606921, -3.9233747902505516) (-5.166471759325901, -0.4166981746057985, 4.453940490614451) 32 1647 13500 1838 13500 1845 13500
34 (2.540832401877411, -8.369885295138166, -1.3907045742227062) (-8.71087358369876, -2.707159634423837, 4.497449908568897) 33 6967 13500 6985 13500 7048 13500
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View File

@ -1,101 +0,0 @@
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"(-2.3663116097696633, -4.855499659383513, 1.9920107402669622)","(3.701387712409323, -7.251501600742678, 3.7350101289391846)","81","1393","13500","1601","13500","1777","13500"
"(-2.6554273437321587, 8.604888570531829, 2.537614705213776)","(0.754765294150932, -9.150595050904665, 4.008176571132182)","82","1576","13500","1908","13500","2016","13500"
"(4.950050236685688, -8.021202942232057, 0.2997741256000333)","(6.285766477652878, 1.8889358463078914, 4.407003270314806)","83","621","13500","567","13500","563","13500"
"(-4.084843741486609, -3.737834534080842, 5.388072062900191)","(-2.506641153953675, -5.2024956197613985, 3.8961280924068586)","84","987","13500","1104","13500","958","13500"
"(2.7022073337770247, 1.4669450534672248, 2.368918032019529)","(-5.320569318247525, -6.475127062204049, 3.5226105324764565)","85","7249","13500","7360","13500","7318","13500"
"(-0.3252592708970592, 4.932671097600122, 6.969504147283133)","(-9.93821168899215, -9.70079963475144, 4.209934587817141)","86","7218","13500","7119","13500","7100","13500"
"(4.957041136462486, 1.121830218484448, -3.075537364565216)","(-4.796921784516219, -6.198583012473325, 3.9577741666058315)","87","1358","13500","1548","13500","1615","13500"
"(-2.1633274817411947, 6.364818529028748, -4.9859713758133735)","(5.626262869068315, 0.23992608330854637, 3.842386945621137)","88","228","13500","206","13500","128","13500"
"(-1.8400731012816351, 6.390246923942479, 6.937635436333114)","(2.1580547201887654, 2.5245118516402485, 3.6117392282117287)","89","48","13500","0","13500","0","13500"
"(2.3937359541046326, -1.7120252930993696, -5.05220751953877)","(2.1774520632957035, -0.8110069037103713, 3.6615872998316745)","90","224","13500","116","13500","30","13500"
"(-0.4504382167149993, 8.124824787338, -4.092849891229395)","(7.892513869349958, -7.457278776211231, 4.3351821499647825)","91","1338","13500","1502","13500","1806","13500"
"(-1.819257909626675, -1.1955206008300214, 2.956331873988274)","(7.51918900289127, -2.3867986983196214, 4.385700405852607)","92","6799","13500","6849","13500","6831","13500"
"(-3.4532614486999793, -2.891892725175883, 1.857631909826914)","(-5.4121256059850475, 6.738434705814861, 3.6136158029208403)","93","6993","13500","6870","13500","6883","13500"
"(-2.0681371667599993, -1.291636366362397, -0.14161278068545158)","(-7.863635827591322, 9.387617521625195, 3.6452585970797706)","94","7081","13500","7062","13500","7030","13500"
"(-5.557111642298841, 1.267535343152038, 3.647424212634726)","(-0.49848336551427685, -9.198509190171187, 3.762486028795368)","95","6979","13500","7153","13500","7000","13500"
"(-2.61306248718091, 4.639212355850336, -4.893563723863182)","(3.5047210502681168, 0.4605123046644053, 3.858019617659242)","96","120","13500","68","13500","24","13500"
"(-0.881598016467437, 2.041943869947487, 0.03471882691823845)","(-0.40799668695955305, -4.066009588196224, 3.5103370608640647)","97","7116","13500","7140","13500","6701","13500"
"(-0.3867474477179286, -8.176602602762294, 1.4417058544771313)","(-9.13836167924802, 4.75969074092761, 4.074009275431829)","98","6837","13500","6823","13500","6742","13500"
"(-3.936245090106337, -6.3731961312399354, -5.419640087611273)","(-8.411712473068793, 6.918676208391027, 3.8461565255620287)","99","6823","13500","6866","13500","6825","13500"
"(3.051924711775824, -6.276447172511237, -0.09037163146027993)","(-8.886064716667534, 7.797749161418274, 3.5432018002900447)","100","1062","13500","1304","13500","1421","13500"
1 dipole_mom dipole_loc dipole_freq low_success low_count medium_success medium_count high_success high_count
2 (-8.394403299734375, -2.741796202195128, -4.607934528693184) (0.6990690716183998, -8.96155114863804, 3.798412465313307) 1 2937 13500 2899 13500 2682 13500
3 (1.859825234524071, -4.631346659179552, -5.493691917527049) (4.345196905355175, 9.376641059442004, 4.21787361713405) 2 594 13500 534 13500 542 13500
4 (-3.9422518774752704, -4.20151424266108, -5.609282080482728) (-7.511885166861076, 6.185469949366215, 4.18551101584637) 3 6879 13500 6986 13500 7058 13500
5 (-3.6651359764720888, 4.361287683238619, -0.4977129832528774) (1.1222657169816141, 6.729626399116107, 4.4190410710812715) 4 914 13500 896 13500 816 13500
6 (5.4983834576655415, -5.149555721727474, -2.9059322478486402) (1.9839470252872733, 1.4497555695501845, 4.341665613269578) 5 64 13500 58 13500 6 13500
7 (-2.6694049149389856, -8.996704004458167, -1.886496379233655) (-3.3167277852261234, -0.20349702062781816, 3.612093006422956) 6 234 13500 310 13500 208 13500
8 (-6.254663819409533, -5.17685615774952, -1.5795535534851701) (6.579193043996991, 3.2559058012111706, 3.945482294020141) 7 184 13500 232 13500 206 13500
9 (-2.3965267421857805, -0.1426781261324307, 2.726095696980245) (9.812730489596689, 5.655333946553924, 3.811001888246572) 8 7126 13500 7171 13500 7207 13500
10 (1.6355032955738602, 3.06789745500179, -1.2813116242722953) (-6.170953785796478, -6.01469707093945, 4.291160187272589) 9 2248 13500 2600 13500 3060 13500
11 (4.701041346434566, -4.598509019375965, -0.9430843236669983) (5.696471338191589, 7.49904919567571, 4.493589702763421) 10 1004 13500 1100 13500 1298 13500
12 (-4.723993570264787, 1.13293746497593, 8.520960982794042) (6.961487895455377, 8.015424617689195, 3.5854967593904394) 11 1138 13500 1213 13500 1454 13500
13 (-5.760613247404216, 7.081750697436045, -0.9919946387539863) (-4.937652187684451, -1.5061643772297089, 4.31540612670304) 12 862 13500 946 13500 936 13500
14 (3.528819362420093, -2.392856476308712, -7.4342903162298075) (-4.099422078022544, -9.325040195505101, 4.116705744539639) 13 6860 13500 6791 13500 6743 13500
15 (-0.9100683062008937, -5.783785114000128, 7.174017658154602) (-0.8802975115483811, -8.671075713094933, 4.469813699926449) 14 944 13500 1036 13500 1026 13500
16 (-5.383065244258856, 4.520588452647939, -5.935042401267746) (-0.9939953179241243, 0.13066179695765712, 4.4279335798663375) 15 84 13500 68 13500 16 13500
17 (-2.6540804654577674, 2.546919220535922, 5.375707698483995) (5.113886482738877, -8.262301262617369, 3.782907179152329) 16 7287 13500 7523 13500 7558 13500
18 (4.222005887886027, 7.538188681602292, 4.203854740545428) (6.161028049055869, -3.830321784906346, 4.415709125389534) 17 7067 13500 7176 13500 7102 13500
19 (-3.15644606460527, -5.329707083106276, 2.704961488260325) (7.814569971693082, -0.038088373454183255, 3.8303790864319467) 18 6935 13500 7067 13500 6915 13500
20 (-7.277680598922026, -2.8253329583318503, -1.148288512550368) (6.64211537129362, -2.8241872160777515, 4.179539167210859) 19 770 13500 650 13500 638 13500
21 (3.1745827237839337, 5.518221007264731, -7.056298214409336) (1.5880359702992592, -1.2346860578604417, 4.436949897452313) 20 100 13500 82 13500 46 13500
22 (-3.9837603828381702, -3.846190531568091, -3.5593740442996795) (3.2092960126960115, 4.456520065762797, 4.203158185013188) 21 203 13500 216 13500 128 13500
23 (-5.291919196376568, -4.249710093481788, -5.41303840771628) (-2.333790415760671, 7.360548507835652, 3.5111631503401046) 22 564 13500 546 13500 531 13500
24 (1.2458153060249753, 7.285596076781913, -4.53422433697739) (-8.15438321990017, -5.813953704541877, 4.418252724499716) 23 1664 13500 1980 13500 2186 13500
25 (-2.76355115227314, 6.775125299326909, -6.640665328863606) (5.690574170252958, -1.258691301412897, 3.752101613890688) 24 158 13500 88 13500 22 13500
26 (1.8897283340066036, 5.156980917794623, 7.678890379129224) (-3.928088425987828, -3.497894081082964, 4.00856554264863) 25 6943 13500 6914 13500 7039 13500
27 (2.996793991100871, -2.8556774859407885, -2.682394270029828) (-4.392126208256959, -6.247175829109802, 3.78844055203133) 26 6793 13500 6902 13500 6959 13500
28 (-5.873978570478022, -0.10810489863611472, 0.4098010277826613) (-4.853374215182544, -0.3392936906512656, 3.7593793553619723) 27 768 13500 660 13500 792 13500
29 (-1.2295157619602355, -0.9533043498271472, -5.013711684351103) (4.966969478507568, -6.419739155898332, 4.478955364511799) 28 1376 13500 1502 13500 1602 13500
30 (3.3280216682561172, -4.776470388412108, 5.933408931329477) (5.225791261735759, -8.039947873883346, 4.330950095994171) 29 1092 13500 1308 13500 1242 13500
31 (-1.1524820483113067, 3.3676199968222007, -6.447244985319373) (-3.365698825669843, -7.823544190252827, 4.480522584086504) 30 1674 13500 1894 13500 2126 13500
32 (6.847631825724908, -3.116108950640111, -2.002158728592441) (-7.904883078822682, 5.770241516729497, 4.270246360901788) 31 988 13500 1292 13500 1264 13500
33 (3.9865601226955723, -3.0741490528970163, -4.832637220059177) (1.3517585394059228, -9.1219650648347, 3.6823641932717632) 32 7112 13500 6969 13500 6805 13500
34 (-4.168472035652406, 7.5436496450903405, -0.5164567657273467) (-9.617107958140203, -7.309157826802306, 4.157793979823828) 33 6813 13500 6829 13500 6860 13500
35 (-7.130664999984266, 3.512218953469125, -5.583614013534945) (4.179987195263603, -4.183435235616068, 3.614381766035873) 34 244 13500 280 13500 204 13500
36 (7.538427135433331, -3.5572143126707263, -0.26483482537195546) (8.253356046670937, -9.898966991838146, 3.8605154018150443) 35 1666 13500 1876 13500 2072 13500
37 (1.9288772655422912, 1.5217637197923253, -6.739166923455718) (-2.8799191263313535, -8.725965841587369, 4.178227225866321) 36 1535 13500 1718 13500 1894 13500
38 (-4.401939293279974, -3.2679352541805873, -1.9376303031813007) (-3.760493654473633, -8.242070700424623, 4.014630073607101) 37 1472 13500 1721 13500 1892 13500
39 (-6.571860637992528, -3.001285279708493, -2.4189645938547493) (-1.236006979567179, -4.918408248041544, 4.105303056705809) 38 1037 13500 1260 13500 1328 13500
40 (0.12893833267327193, -4.517038390272907, -4.97294839023136) (-0.4656256141433772, -3.427795875927524, 4.128710261159359) 39 6952 13500 7002 13500 7027 13500
41 (-5.395484737831286, -0.983130424414826, -6.687400367838399) (-4.636459920255181, 0.879777685208305, 4.4115666235036715) 40 6824 13500 6885 13500 6982 13500
42 (1.1052486235353642, -4.848005335584978, 4.444566494630194) (6.715481192778075, -5.496626668472939, 3.749176582170214) 41 1044 13500 1180 13500 1140 13500
43 (3.4396532893962966, 2.4244648831845432, -5.01800325658646) (4.6253825225794785, 3.241475704745687, 3.8161137388201345) 42 454 13500 507 13500 403 13500
44 (-2.9673084148083073, -2.7534207120463443, -0.706528322977137) (-7.295196867765608, -6.401732771415414, 3.8698371015791455) 43 1230 13500 1351 13500 1447 13500
45 (3.5506751406943238, -7.856406429458245, 2.0724666779936665) (3.1898686816835813, 7.275084177104713, 4.346027994595675) 44 744 13500 815 13500 801 13500
46 (-2.396204146370333, -5.998435359160176, -4.998623697255808) (1.1665571546012643, 8.267833275315375, 4.173114274965431) 45 367 13500 408 13500 504 13500
47 (1.988088481074339, -0.952243420387878, -3.404987244985684) (9.953863468920868, -2.373172232569898, 3.504634155967552) 46 7184 13500 7049 13500 6962 13500
48 (-6.728913003593054, 5.7217519132626125, -0.6690269690352655) (-4.638855214223117, 9.017697951962987, 4.433586136875334) 47 912 13500 1078 13500 1193 13500
49 (0.898412621413605, 2.858927126961118, 3.3694271431239726) (-3.342141091313138, -5.630726049638435, 3.73650780111009) 48 7187 13500 7290 13500 7229 13500
50 (-4.532234703677105, -4.274810399777949, -3.875725349182983) (1.2854542050944335, 9.187804568807472, 4.278167547669827) 49 865 13500 902 13500 886 13500
51 (-2.5689769316463194, -1.8983472453072585, 3.400960267325491) (4.420409550028877, 6.339428635077837, 3.507587100931773) 50 6930 13500 6833 13500 6727 13500
52 (5.343718990507927, 4.225982487874972, 4.675760951571134) (3.7608976931931615, -0.4286749518482651, 3.527434893715424) 51 80 13500 40 13500 0 13500
53 (-2.551777030060732, -4.409473516507138, -3.335118150104721) (2.255465115045981, -2.3409749124123884, 3.9759224218217972) 52 6872 13500 7017 13500 6905 13500
54 (-6.178923654135948, -4.760036193191251, -5.410807156738262) (8.993977697098511, 8.409205411107877, 3.9811679532170974) 53 786 13500 852 13500 787 13500
55 (-0.7298002025690966, 0.7884321084844347, -0.6280373581218569) (2.4081697361903878, -5.016575360843909, 4.187585237315533) 54 7065 13500 7077 13500 6838 13500
56 (2.558836675421778, 5.575561955404615, 2.3323944563487964) (2.3760611879398432, 0.7062206905749697, 4.23896173543061) 55 164 13500 148 13500 64 13500
57 (7.526430818374149, -2.017762338198632, 5.175810339407134) (3.1078893011499513, 4.725685474957995, 3.7762756750165543) 56 148 13500 126 13500 50 13500
58 (-4.340247971586856, -6.098349014648726, -5.45622649731017) (-3.085408520301227, 3.7565606075975406, 3.976611517346405) 57 420 13500 436 13500 382 13500
59 (5.531731081428806, 0.2870394583279482, -3.170146934158759) (-8.108136962700938, -6.317688772333696, 4.33873285840947) 58 1326 13500 1438 13500 1617 13500
60 (3.9256796177101525, 3.6998712352720458, -3.0900044778897793) (-1.795877310233271, 9.422404286696526, 4.405996996954238) 59 7152 13500 7193 13500 7153 13500
61 (-2.169395880745919, 7.5508524539653, -3.717223424236534) (0.24323803009268907, -6.874228916716378, 4.24742490188323) 60 917 13500 1096 13500 1019 13500
62 (-6.669714278343257, -5.147443185028839, 4.137635234651696) (-8.430180257973841, -2.0140469957812908, 4.235348624313792) 61 1232 13500 1438 13500 1630 13500
63 (-0.3593168231009633, -2.1117351165304554, -2.756108902846217) (-1.8782340680728904, 1.4613848889895227, 4.343762312734049) 62 717 13500 770 13500 698 13500
64 (0.9983936769481018, 4.188023832441788, -5.9331456363477955) (0.8944912321349978, -6.776488809453928, 3.887547488457294) 63 1158 13500 1266 13500 1206 13500
65 (2.214994253682965, -6.894913418212955, 4.758359046752466) (1.1738589158380108, -2.5838588695142573, 4.440114651140596) 64 189 13500 242 13500 116 13500
66 (-2.658319675750278, -0.6584675782558327, -2.7431885267559846) (2.431658445736012, -4.567490516161101, 4.238378174842468) 65 6672 13500 6621 13500 6540 13500
67 (-6.115545061618803, -7.705430834184344, -0.6220594474800761) (7.8444120516866676, -2.6359598241399285, 3.6573003062135934) 66 6713 13500 6809 13500 6763 13500
68 (3.6172075804508106, -1.9284195561088269, 5.555689450608144) (-6.548188677428666, -0.19032549890035888, 3.5175694382538767) 67 6829 13500 6951 13500 6955 13500
69 (-9.15488421523017, 0.2200324094763304, 2.670522675374402) (5.714040628321273, 8.26094993874144, 4.418820286217649) 68 1302 13500 1366 13500 1480 13500
70 (0.6137958704382189, 5.425851817261803, 0.6869058196054374) (-6.51011885452384, -7.481604965018793, 3.794739192743144) 69 7295 13500 7487 13500 7444 13500
71 (1.8319902089796716, -1.7052093525364755, -1.5357432780633788) (-3.9924181152346927, 7.510980653555592, 3.7418052192222016) 70 1383 13500 1544 13500 1648 13500
72 (1.5562306000284276, 3.024132658533559, 3.661586103212843) (-0.7385679794324034, -6.539530438463801, 4.284811834925752) 71 7111 13500 7184 13500 7205 13500
73 (-6.1074620301655465, 5.384039657771404, -2.225649245224208) (-2.608510581490675, -6.922625923425592, 3.971388620225418) 72 5418 13500 5598 13500 5587 13500
74 (-2.8693186242377386, 3.908148411239099, 6.447553912002863) (-6.143798646105374, -1.6029871965117515, 3.77795706478234) 73 1556 13500 1730 13500 1768 13500
75 (-3.0254363994984104, 2.2450791278158357, 6.143327369483291) (0.8544434777428229, 4.255347460313017, 3.7262914176120185) 74 136 13500 46 13500 6 13500
76 (-5.458497976646368, 1.9668922250151184, -6.075598564484432) (-8.918431896435788, -2.208767649326047, 4.433799571234449) 75 7243 13500 7225 13500 7183 13500
77 (1.8746483443977506, -4.918359592579003, -5.153505125723421) (9.712029704918773, 9.307277045929784, 4.370109835098039) 76 7029 13500 6952 13500 6981 13500
78 (2.439241459895718, -1.0479850240226736, -8.979891784871686) (-5.966228557046442, -7.645022694606578, 4.358305265022214) 77 7170 13500 7182 13500 6935 13500
79 (-5.222878892836496, 3.6453173981381193, -4.7705449483482045) (-5.032838059471385, -8.291748530973367, 4.3869919376089825) 78 6959 13500 6873 13500 6700 13500
80 (-6.47940518306738, -4.236610566236078, 0.7683351361269996) (-7.82483442691386, 4.134181541913014, 3.880527385212646) 79 1450 13500 1603 13500 1802 13500
81 (-2.9370830024468453, -4.841258132022557, -4.13134185227759) (6.040439892028971, 0.973553096817179, 3.5140698438190956) 80 294 13500 330 13500 196 13500
82 (-2.3663116097696633, -4.855499659383513, 1.9920107402669622) (3.701387712409323, -7.251501600742678, 3.7350101289391846) 81 1393 13500 1601 13500 1777 13500
83 (-2.6554273437321587, 8.604888570531829, 2.537614705213776) (0.754765294150932, -9.150595050904665, 4.008176571132182) 82 1576 13500 1908 13500 2016 13500
84 (4.950050236685688, -8.021202942232057, 0.2997741256000333) (6.285766477652878, 1.8889358463078914, 4.407003270314806) 83 621 13500 567 13500 563 13500
85 (-4.084843741486609, -3.737834534080842, 5.388072062900191) (-2.506641153953675, -5.2024956197613985, 3.8961280924068586) 84 987 13500 1104 13500 958 13500
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View File

@ -1,335 +0,0 @@
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"(-6.578744816740139, 0.39828131014480145, -4.3688384999745224)","(-2.522843538173989, 0.9950700488200575, 4.092225760149776)","272","695","13500","724","13500","597","13500"
"(4.760166386249342, 6.586494261070951, -4.576535210793576)","(-2.4535866555927432, -9.782503388923384, 3.9688250291599987)","273","784","13500","886","13500","1020","13500"
"(-4.694741455622423, -2.8677172209785993, 1.3545410989921032)","(-2.0905244042906457, -4.153950659586969, 3.974185629624138)","274","562","13500","626","13500","692","13500"
"(2.6747255417862386, 4.518804290298787, 3.418037053741071)","(2.886254321515139, 5.434363544952577, 3.7458482147785617)","275","666","13500","659","13500","588","13500"
"(-0.9312622249998874, -1.0551992474714205, 0.1418525978658586)","(3.4971592444553927, -6.966760178196054, 3.5950502496116736)","276","7130","13500","7154","13500","7160","13500"
"(-3.6241213456648382, -8.678647233484204, 0.14307598278602487)","(5.150553907565634, -3.31126987854854, 4.448941639778042)","277","2966","13500","2610","13500","2323","13500"
"(-5.105513143934975, -4.667100013682883, -5.354940414011759)","(-8.495280630514817, -7.525915871464354, 3.965616454185019)","278","7618","13500","7788","13500","7727","13500"
"(0.20255580646760743, 3.3225426891053282, -8.311275169240627)","(-6.051216730612623, -3.2588141183547847, 4.344577980906002)","279","710","13500","747","13500","662","13500"
"(0.8959545948620398, -0.8413137946035655, -0.8028258067566533)","(-2.2001441463028133, -6.250040561148729, 3.6684619034939647)","280","7575","13500","7389","13500","7471","13500"
"(0.29589605129208796, -6.203449044820406, 7.349457947516891)","(-9.431692114997858, -5.476060821578832, 4.388822633083711)","281","7380","13500","7421","13500","7253","13500"
"(6.7713645492975925, -0.5427332810773952, 2.375497180309798)","(-8.243100381763139, 7.748793195355336, 4.320214619576609)","282","7408","13500","7457","13500","7482","13500"
"(-7.920377923443096, -3.737260412634002, 2.891364691966941)","(7.128457960702008, -3.544037195222291, 3.661775359758502)","283","852","13500","884","13500","968","13500"
"(-4.660624999097836, 0.13757352852141116, 2.6827151748443088)","(0.2794096543354847, 3.8925876284048684, 3.504571917140828)","284","508","13500","479","13500","502","13500"
"(-2.0784021538888706, -5.220275475578642, -6.0502029383694875)","(-8.711511118945012, -1.2038134739208477, 4.169543710746331)","285","7144","13500","7107","13500","7192","13500"
"(-2.821740141700186, 2.2629478998928945, -2.7710864815693683)","(3.9974095283703903, -0.5143262695491089, 3.6026703900930634)","286","518","13500","562","13500","494","13500"
"(5.580920707192574, -5.557825048956928, -5.650072654203499)","(1.7303031972222946, 0.3239891290216317, 3.8878296555578515)","287","310","13500","236","13500","142","13500"
"(-6.671333658865967, -0.6534537563967416, 0.9364245781512569)","(1.7240112051204335, -2.7604774591211996, 4.459040586803481)","288","823","13500","869","13500","926","13500"
"(-5.201485823818369, -3.1198314984363322, -5.070311565805541)","(0.4043071608639952, -0.79672698661685, 4.074064173023088)","289","299","13500","194","13500","126","13500"
"(-5.594959718701144, 1.3728237003973291, 7.119467563110263)","(-0.7601381524236999, -0.3540760325609291, 4.300031633764116)","290","158","13500","78","13500","60","13500"
"(-2.987000887800007, -0.8324488469176713, -0.39904730378867204)","(-9.833065552383172, -9.076189671232855, 4.27158403053941)","291","7471","13500","7418","13500","7286","13500"
"(-2.426719720132547, 3.0419372635769255, -5.741249276701389)","(5.298246496653325, 2.9386748122856545, 4.29222793924237)","292","695","13500","680","13500","517","13500"
"(2.421958440064514, 1.6672979134263086, -1.8153007664693592)","(5.237887040490747, -8.300944331126338, 3.528071987099308)","293","7134","13500","7129","13500","7179","13500"
"(-4.788897109344085, 3.2627560530954227, -2.220253056365446)","(7.937712328048313, -2.97650531959275, 3.9750024741472245)","294","796","13500","848","13500","946","13500"
"(3.9426012615578254, 3.5305142037090893, 4.547093302231958)","(6.461750877881361, 6.422747215859673, 4.4729037676920065)","295","824","13500","915","13500","974","13500"
"(-4.169198002913327, -3.39012748825277, -3.0488858916124313)","(4.655269412612345, -0.25007362718008075, 3.9980658823760606)","296","637","13500","632","13500","538","13500"
"(-3.2125612392705873, 2.4772505193734218, 6.839459490315659)","(-1.980891778838842, 7.869062544792072, 4.460066214956658)","297","829","13500","932","13500","999","13500"
"(3.9062781090771796, -2.4977593678603665, -6.816860160148891)","(-5.71675639969367, 4.493178100119938, 3.9610924656429294)","298","658","13500","656","13500","570","13500"
"(5.510059248561131, 5.295093495028599, 4.346854179624615)","(-2.0040353439477343, -3.8674122805228954, 3.8873928922832137)","299","764","13500","786","13500","947","13500"
"(-1.778801426767778, -8.234285230388869, 3.133343671467703)","(7.910430044326638, -4.208980040283155, 4.062809808459971)","300","7181","13500","7286","13500","7294","13500"
"(-2.8042349364616856, 1.0542882226076007, 5.024807308594803)","(9.572098799316016, 8.138427119947288, 4.246527271649148)","301","7200","13500","7130","13500","7216","13500"
"(-6.590343947577746, -2.958622532690026, 5.667872095304804)","(-9.297202253856092, -8.850624075345166, 4.231618054388619)","302","7456","13500","7571","13500","7627","13500"
"(-2.071704469483684, -2.1288114759225567, -4.286491513946247)","(-8.959324553555028, 4.33890901083582, 3.9254233713283546)","303","7214","13500","7245","13500","7204","13500"
"(1.4656518820056976, -5.543209340800559, 3.873134443130204)","(-0.4267831029017515, -7.677077599855695, 4.0392646586514935)","304","738","13500","778","13500","874","13500"
"(6.802661158474651, -0.18139230999324163, -7.257517470140506)","(-4.92975537937113, -5.596888152192603, 4.467204389922615)","305","704","13500","748","13500","686","13500"
"(5.164290500632471, 4.188092332137302, 6.0386007404451805)","(-1.8406327952464263, 3.3102704417729143, 3.5992153746702993)","306","217","13500","146","13500","84","13500"
"(1.128896385862166, 0.03775316356529975, 1.891914085648137)","(-0.8501422086311194, -3.515505999075595, 4.001618374026658)","307","812","13500","903","13500","952","13500"
"(-3.413172940929819, 6.587350310094445, -4.274483170579685)","(5.241293027285199, 8.677323059613073, 4.17903163958537)","308","7342","13500","7482","13500","7327","13500"
"(-1.884917513500519, 6.23688733187869, -6.293740476817828)","(-5.616553474430328, 9.6365700242353, 4.319272123727423)","309","7517","13500","7691","13500","7759","13500"
"(8.687306504334341, 2.253124715452999, 0.4268936824115399)","(8.610727638741654, -1.1833700282160091, 4.3305830260367975)","310","738","13500","801","13500","938","13500"
"(-4.186826924515315, -0.1376837434996824, 7.11576737233478)","(7.760582155186405, -2.1651664189423236, 4.174525055980059)","311","7275","13500","7241","13500","7196","13500"
"(-7.666158570666806, -0.1703508065617383, 3.55492666059719)","(-5.819242285691979, 0.9823660494473963, 4.060209765568927)","312","428","13500","450","13500","441","13500"
"(1.7818543658887382, -2.9499624146787475, 2.321092662925912)","(-8.276022652116568, 0.9518966034946672, 3.916356887405732)","313","7103","13500","7143","13500","7102","13500"
"(6.7620232098447755, -4.623845012589718, -0.08777171320202441)","(2.326569577694226, 1.2331729666187563, 3.660608056193049)","314","252","13500","298","13500","258","13500"
"(-2.8895051143441055, 7.943834181321509, 4.717362322465975)","(-0.9461755569530723, 1.023844053617955, 4.01894509483118)","315","234","13500","197","13500","164","13500"
"(-2.797002688322915, -4.61148440725945, -1.6514880441574173)","(9.614970457830609, -2.824781170550297, 3.8923703784658525)","316","7036","13500","7137","13500","7216","13500"
"(-3.1092946772723913, 8.319942762665654, 3.379136237080132)","(-1.90925444716218, 3.143850598682027, 3.528753815286512)","317","290","13500","229","13500","238","13500"
"(-5.365192162861112, -7.311882863503143, 3.5557635248116526)","(9.20109232744544, -1.9102174746924874, 3.713478306431688)","318","7013","13500","7097","13500","7299","13500"
"(6.2845598133395075, 5.720681391644094, 2.9642694872166193)","(-0.04342669197574622, 2.5729497236824805, 3.7940591356842415)","319","376","13500","231","13500","166","13500"
"(-3.6288830574502304, -5.187089596014159, 1.748871393588608)","(7.580241301593446, -3.456114141276432, 4.051169612446726)","320","7631","13500","7633","13500","7563","13500"
"(-2.0116739713654463, -4.285933248514893, 6.518868125569906)","(-1.3629884517802964, -5.452828713659805, 3.951656740204201)","321","402","13500","475","13500","409","13500"
"(4.697716407056832, -5.6112837032692315, 4.4719027967839775)","(-2.1052050479442013, -4.678094564875925, 3.892834483159558)","322","501","13500","436","13500","338","13500"
"(-2.042565749683006, 0.9878641489607981, 8.688009835889813)","(6.089301627955521, -6.636662022901705, 4.228041818257188)","323","6812","13500","6983","13500","7218","13500"
"(-6.764719973000999, 6.179128946436974, -2.4721752620189568)","(-9.78748468317879, -0.6802474425142968, 4.171991808398146)","324","7384","13500","7436","13500","7534","13500"
"(-0.9809745006210796, 1.2956878323637726, -1.7711618059528533)","(7.831741448812878, -1.788166163777337, 4.329696451244208)","325","7307","13500","7403","13500","7231","13500"
"(-3.682597792364819, -0.185853234243273, -3.8804307838614167)","(7.138783225290407, -9.819156635919825, 3.733607754691909)","326","7284","13500","7303","13500","7204","13500"
"(3.4243444710548134, -1.6523013788216707, -2.694010139060982)","(-3.4502805135571606, -6.543258065075226, 3.7961150736240756)","327","7168","13500","7322","13500","7274","13500"
"(6.589781133815182, -0.13045311767712078, 6.184896183754181)","(-0.3293102255060276, -9.54506129913409, 3.597896012704439)","328","6809","13500","7017","13500","7199","13500"
"(-4.696442221441111, -5.247355875903176, -5.148947753864708)","(2.8418749717170435, -6.833131826841643, 4.379954044261717)","329","7556","13500","7455","13500","7555","13500"
"(-4.2296735368896705, -4.599164474439893, -0.5671392144739533)","(8.158971119415746, 3.049241316041167, 3.727525267755795)","330","773","13500","828","13500","902","13500"
"(0.09932350233881554, -6.976160164154345, -4.779450357426486)","(4.858313883476521, 9.336720075258963, 4.177764410612509)","331","764","13500","938","13500","959","13500"
"(-4.606789017621154, -7.452157723217131, -3.617547171734161)","(6.891369869645267, -1.7824967007208965, 4.070967901147737)","332","767","13500","823","13500","848","13500"
"(-4.020893642262086, -7.661407082050231, 1.121485834463917)","(5.46998176219153, 4.3929067622687885, 4.383125951945658)","333","729","13500","833","13500","1002","13500"
"(5.7602412257103195, 2.8248758472358477, -5.296228136484665)","(1.8309237315355826, -5.436591347893631, 4.3935396142707575)","334","670","13500","625","13500","573","13500"
1 dipole_mom dipole_loc dipole_freq low_success low_count medium_success medium_count high_success high_count
2 (-6.16839537956168, -6.18034685302644, 0.45065887606157184) (-3.73879622353952, 3.371499240013044, 4.1362326261982645) 1 154 13500 174 13500 141 13500
3 (6.174667043556438, 6.336202980594002, 2.4958220347329623) (-8.148859083510967, 3.6968131093195353, 3.7702726234713078) 2 719 13500 747 13500 724 13500
4 (3.608956372981022, -2.0951988991900077, -0.29421992676982156) (3.573650082677384, -9.368498412102449, 4.46864529948172) 3 600 13500 674 13500 792 13500
5 (5.082322693160297, -3.7982625668861587, -5.529377336641543) (-2.2936623215085072, -6.239557703119452, 3.9482460970876017) 4 776 13500 611 13500 458 13500
6 (8.409995998700815, -3.2224394558538725, -0.4327015578525425) (-0.081531901811287, -0.5041132949873877, 4.121705478826287) 5 68 13500 48 13500 0 13500
7 (3.2487256809913414, 2.0956177477119664, 3.055911236386847) (-8.774289727975598, -3.95159042580691, 4.274447404072161) 6 682 13500 794 13500 1006 13500
8 (1.6803517653056426, 5.004816849346787, -2.5453624256732663) (0.24019628199513754, 9.352393431383653, 3.5411114005007343) 7 488 13500 569 13500 538 13500
9 (-5.3631643483435925, -7.392714848183142, -0.35345841926220234) (-8.55126342036379, -5.277948483201045, 3.544409893485965) 8 386 13500 349 13500 384 13500
10 (-2.088041340867869, -1.417158200235787, -8.611496316364478) (-6.230585021981636, -8.161150785514625, 4.229834430803789) 9 970 13500 1058 13500 1068 13500
11 (1.9621473273796497, 2.5349620919141334, 3.341103068928371) (-0.9134806790737926, -4.3291668398816485, 4.392061300761365) 10 548 13500 530 13500 316 13500
12 (-1.6322513926669313, -1.0847514333253572, -9.288258270896861) (-8.448895118069297, 5.732398768239946, 4.213759032569264) 11 842 13500 881 13500 902 13500
13 (3.9481297719943638, 4.507810776715989, -5.709918951334119) (-4.1315207286021245, 9.170651848195138, 4.441047450511733) 12 7692 13500 7616 13500 7741 13500
14 (6.369749097200515, -6.978053871587953, 0.4955446250532843) (-6.239966859100619, 8.423719070951016, 4.2820375417276635) 13 336 13500 416 13500 496 13500
15 (3.196731644049891, 4.298110174247948, 6.115139818740193) (8.755512984757075, 3.29622966664574, 3.809217881300216) 14 328 13500 305 13500 272 13500
16 (-1.7761249032812005, 6.94680873682224, -0.8585495821127017) (-3.9472654101927613, 1.3657338898850675, 3.648963992377148) 15 252 13500 206 13500 88 13500
17 (-1.951230216244639, -9.1812215776026, -2.6482034312090104) (9.26053760101319, -1.7925555221277616, 4.446180364967014) 16 808 13500 804 13500 720 13500
18 (-7.373793882449, 4.641080906868707, -4.065664647502973) (1.359292030451364, 2.6076146812770773, 4.077208092443877) 17 230 13500 125 13500 62 13500
19 (4.99666337182169, -4.24706596552135, -6.48086516774026) (-7.79046143844579, -9.238914044181318, 4.123324076664045) 18 932 13500 948 13500 1074 13500
20 (1.3118180219979787, 7.882624311829391, -1.4113523986813743) (-7.453090521787063, -2.6911428138874083, 3.5764874973745453) 19 358 13500 342 13500 330 13500
21 (-3.9156627126021823, 3.652991774629386, -1.9620621102293458) (-6.722240407200426, -8.64966445122025, 4.4022558010603845) 20 7257 13500 7359 13500 7280 13500
22 (-2.5778287153467607, -4.3502613369287015, 5.854048768560913) (-7.359360429044108, 1.3532276629995366, 4.346230679700137) 21 496 13500 534 13500 400 13500
23 (-5.206369872326459, -6.862294652251791, 1.8329467929417802) (8.158983191490407, -5.797619127417697, 3.5768271334601334) 22 862 13500 980 13500 1060 13500
24 (-5.0117372804933815, -7.0423030129922015, -4.725774627569535) (-1.9099901351358142, 4.07062194106569, 3.7991304425931878) 23 164 13500 20 13500 0 13500
25 (-0.07972750515058172, -2.1507969823346125, -2.226619760098137) (9.1376884914155, -4.709563135970127, 3.735049549357491) 24 7232 13500 7362 13500 7171 13500
26 (-5.144365593723058, -3.9475841795629956, 5.748537236527811) (4.492936798487648, 5.405570485218924, 4.158404586642079) 25 594 13500 642 13500 718 13500
27 (-2.8546031170069313, 0.5833065875776039, -3.095171574758373) (-5.5292166949492945, 7.71333968827587, 4.133669398747843) 26 6994 13500 7097 13500 7255 13500
28 (5.81158461851278, -5.278637454162237, -0.4699498074220259) (0.27490535385172166, -2.94896479221181, 3.8067628826265483) 27 118 13500 107 13500 18 13500
29 (6.193700828136645, -7.345996428812407, -1.4498287440254478) (-7.3197391451383975, 4.222266233112602, 4.096141254209892) 28 259 13500 217 13500 218 13500
30 (-0.8468106221680349, 2.731941481584685, -5.616223146422884) (-8.692467537573778, -9.835520229056538, 4.115164996525969) 29 861 13500 952 13500 994 13500
31 (-2.0585522204922877, -3.166022041593507, -3.4697012285097357) (5.348765264656576, 3.5458959074419543, 4.026964642746904) 30 410 13500 428 13500 248 13500
32 (4.812008642325896, -2.368003672186463, -1.8370090427451913) (6.0236705899332605, -9.488564431728559, 3.976335121962416) 31 754 13500 850 13500 1036 13500
33 (1.6461391837144563, -2.841645878882412, 0.5209585611647601) (5.93514945457345, 4.192156575049314, 4.0328242152473575) 32 7727 13500 7669 13500 7797 13500
34 (-6.562873450942225, 6.740461010180645, -1.341338985974318) (-4.715299036869887, -8.699310447605367, 3.829932403898407) 33 772 13500 866 13500 832 13500
35 (-2.4775967223805586, -3.616813244601252, 3.589572998363035) (2.389311028750287, -2.782794574475247, 4.166681852749758) 34 264 13500 169 13500 60 13500
36 (6.8400907210185045, 4.865544157218578, -4.543209469780238) (-6.4600132858744, 0.36685131780962266, 4.367233343362649) 35 162 13500 151 13500 52 13500
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279 (-5.105513143934975, -4.667100013682883, -5.354940414011759) (-8.495280630514817, -7.525915871464354, 3.965616454185019) 278 7618 13500 7788 13500 7727 13500
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282 (0.29589605129208796, -6.203449044820406, 7.349457947516891) (-9.431692114997858, -5.476060821578832, 4.388822633083711) 281 7380 13500 7421 13500 7253 13500
283 (6.7713645492975925, -0.5427332810773952, 2.375497180309798) (-8.243100381763139, 7.748793195355336, 4.320214619576609) 282 7408 13500 7457 13500 7482 13500
284 (-7.920377923443096, -3.737260412634002, 2.891364691966941) (7.128457960702008, -3.544037195222291, 3.661775359758502) 283 852 13500 884 13500 968 13500
285 (-4.660624999097836, 0.13757352852141116, 2.6827151748443088) (0.2794096543354847, 3.8925876284048684, 3.504571917140828) 284 508 13500 479 13500 502 13500
286 (-2.0784021538888706, -5.220275475578642, -6.0502029383694875) (-8.711511118945012, -1.2038134739208477, 4.169543710746331) 285 7144 13500 7107 13500 7192 13500
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288 (5.580920707192574, -5.557825048956928, -5.650072654203499) (1.7303031972222946, 0.3239891290216317, 3.8878296555578515) 287 310 13500 236 13500 142 13500
289 (-6.671333658865967, -0.6534537563967416, 0.9364245781512569) (1.7240112051204335, -2.7604774591211996, 4.459040586803481) 288 823 13500 869 13500 926 13500
290 (-5.201485823818369, -3.1198314984363322, -5.070311565805541) (0.4043071608639952, -0.79672698661685, 4.074064173023088) 289 299 13500 194 13500 126 13500
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293 (-2.426719720132547, 3.0419372635769255, -5.741249276701389) (5.298246496653325, 2.9386748122856545, 4.29222793924237) 292 695 13500 680 13500 517 13500
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297 (-4.169198002913327, -3.39012748825277, -3.0488858916124313) (4.655269412612345, -0.25007362718008075, 3.9980658823760606) 296 637 13500 632 13500 538 13500
298 (-3.2125612392705873, 2.4772505193734218, 6.839459490315659) (-1.980891778838842, 7.869062544792072, 4.460066214956658) 297 829 13500 932 13500 999 13500
299 (3.9062781090771796, -2.4977593678603665, -6.816860160148891) (-5.71675639969367, 4.493178100119938, 3.9610924656429294) 298 658 13500 656 13500 570 13500
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301 (-1.778801426767778, -8.234285230388869, 3.133343671467703) (7.910430044326638, -4.208980040283155, 4.062809808459971) 300 7181 13500 7286 13500 7294 13500
302 (-2.8042349364616856, 1.0542882226076007, 5.024807308594803) (9.572098799316016, 8.138427119947288, 4.246527271649148) 301 7200 13500 7130 13500 7216 13500
303 (-6.590343947577746, -2.958622532690026, 5.667872095304804) (-9.297202253856092, -8.850624075345166, 4.231618054388619) 302 7456 13500 7571 13500 7627 13500
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308 (1.128896385862166, 0.03775316356529975, 1.891914085648137) (-0.8501422086311194, -3.515505999075595, 4.001618374026658) 307 812 13500 903 13500 952 13500
309 (-3.413172940929819, 6.587350310094445, -4.274483170579685) (5.241293027285199, 8.677323059613073, 4.17903163958537) 308 7342 13500 7482 13500 7327 13500
310 (-1.884917513500519, 6.23688733187869, -6.293740476817828) (-5.616553474430328, 9.6365700242353, 4.319272123727423) 309 7517 13500 7691 13500 7759 13500
311 (8.687306504334341, 2.253124715452999, 0.4268936824115399) (8.610727638741654, -1.1833700282160091, 4.3305830260367975) 310 738 13500 801 13500 938 13500
312 (-4.186826924515315, -0.1376837434996824, 7.11576737233478) (7.760582155186405, -2.1651664189423236, 4.174525055980059) 311 7275 13500 7241 13500 7196 13500
313 (-7.666158570666806, -0.1703508065617383, 3.55492666059719) (-5.819242285691979, 0.9823660494473963, 4.060209765568927) 312 428 13500 450 13500 441 13500
314 (1.7818543658887382, -2.9499624146787475, 2.321092662925912) (-8.276022652116568, 0.9518966034946672, 3.916356887405732) 313 7103 13500 7143 13500 7102 13500
315 (6.7620232098447755, -4.623845012589718, -0.08777171320202441) (2.326569577694226, 1.2331729666187563, 3.660608056193049) 314 252 13500 298 13500 258 13500
316 (-2.8895051143441055, 7.943834181321509, 4.717362322465975) (-0.9461755569530723, 1.023844053617955, 4.01894509483118) 315 234 13500 197 13500 164 13500
317 (-2.797002688322915, -4.61148440725945, -1.6514880441574173) (9.614970457830609, -2.824781170550297, 3.8923703784658525) 316 7036 13500 7137 13500 7216 13500
318 (-3.1092946772723913, 8.319942762665654, 3.379136237080132) (-1.90925444716218, 3.143850598682027, 3.528753815286512) 317 290 13500 229 13500 238 13500
319 (-5.365192162861112, -7.311882863503143, 3.5557635248116526) (9.20109232744544, -1.9102174746924874, 3.713478306431688) 318 7013 13500 7097 13500 7299 13500
320 (6.2845598133395075, 5.720681391644094, 2.9642694872166193) (-0.04342669197574622, 2.5729497236824805, 3.7940591356842415) 319 376 13500 231 13500 166 13500
321 (-3.6288830574502304, -5.187089596014159, 1.748871393588608) (7.580241301593446, -3.456114141276432, 4.051169612446726) 320 7631 13500 7633 13500 7563 13500
322 (-2.0116739713654463, -4.285933248514893, 6.518868125569906) (-1.3629884517802964, -5.452828713659805, 3.951656740204201) 321 402 13500 475 13500 409 13500
323 (4.697716407056832, -5.6112837032692315, 4.4719027967839775) (-2.1052050479442013, -4.678094564875925, 3.892834483159558) 322 501 13500 436 13500 338 13500
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325 (-6.764719973000999, 6.179128946436974, -2.4721752620189568) (-9.78748468317879, -0.6802474425142968, 4.171991808398146) 324 7384 13500 7436 13500 7534 13500
326 (-0.9809745006210796, 1.2956878323637726, -1.7711618059528533) (7.831741448812878, -1.788166163777337, 4.329696451244208) 325 7307 13500 7403 13500 7231 13500
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330 (-4.696442221441111, -5.247355875903176, -5.148947753864708) (2.8418749717170435, -6.833131826841643, 4.379954044261717) 329 7556 13500 7455 13500 7555 13500
331 (-4.2296735368896705, -4.599164474439893, -0.5671392144739533) (8.158971119415746, 3.049241316041167, 3.727525267755795) 330 773 13500 828 13500 902 13500
332 (0.09932350233881554, -6.976160164154345, -4.779450357426486) (4.858313883476521, 9.336720075258963, 4.177764410612509) 331 764 13500 938 13500 959 13500
333 (-4.606789017621154, -7.452157723217131, -3.617547171734161) (6.891369869645267, -1.7824967007208965, 4.070967901147737) 332 767 13500 823 13500 848 13500
334 (-4.020893642262086, -7.661407082050231, 1.121485834463917) (5.46998176219153, 4.3929067622687885, 4.383125951945658) 333 729 13500 833 13500 1002 13500
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View File

@ -1,101 +0,0 @@
"dipole_mom","dipole_loc","dipole_freq","low_success","low_count","medium_success","medium_count","high_success","high_count"
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"(-3.0076478466774015, -0.04685794594851353, -3.9594293609027336)","(-6.0024642851935495, -2.1665154719667035, 3.517867111376036)","2","1787","13500","2185","13500","2564","13500"
"(-2.2076074259298992, 3.678864515584969, -6.895538359384934)","(-1.5123194180954478, 6.7810596669243, 3.8502870104994447)","3","414","13500","612","13500","620","13500"
"(0.41979643770943, 2.623621455010569, -2.3195869063607555)","(6.770994712798249, 8.676941103972233, 3.7083270814901574)","4","922","13500","921","13500","1098","13500"
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"(2.114591646045403, -4.919924106291264, -1.8865955109965842)","(7.404123665694819, -4.535980569010196, 4.493973504067007)","6","482","13500","592","13500","654","13500"
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"(-2.71548640281035, 5.0566020445902105, -3.611224071384816)","(-8.232930713457517, 3.243867670118677, 4.458477659689244)","8","854","13500","968","13500","1130","13500"
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"(2.718534216905681, 3.1113331381359997, -7.437948279692782)","(-8.931330853862594, -6.22915670297524, 3.5692112472248865)","16","632","13500","642","13500","562","13500"
"(4.6513922025290295, 1.4076493828996774, -0.4546004087008591)","(3.0732084384696634, 8.477151778842853, 3.6854458918623596)","17","796","13500","898","13500","978","13500"
"(-3.1912687506261754, 2.3444722686891404, 7.782850512431255)","(-0.8889781611552259, 3.3820534450983093, 3.9981882726262423)","18","38","13500","46","13500","4","13500"
"(6.024243832296219, 1.5857230361765433, 5.179006894034015)","(-9.18892827977542, 7.187660658637874, 4.044070289073584)","19","7335","13500","7326","13500","7370","13500"
"(-7.503936556547978, -3.0067737744726424, 2.5484886248206156)","(-1.4095861834734187, 1.3572542641746121, 4.36243671773014)","20","256","13500","86","13500","20","13500"
"(-5.942350051746044, 7.215930180395186, 1.8836839969870802)","(2.66262362530108, -2.40184665618729, 4.0056507775270696)","21","164","13500","96","13500","12","13500"
"(-6.3833379569510225, -6.034562530584082, 3.247832351827056)","(-1.5562040822278185, -7.796968205380612, 4.4141740589109375)","22","197","13500","171","13500","180","13500"
"(-0.36220438533365407, -1.7303207108392842, 8.285649443775462)","(-9.962201739309933, 2.178386622459703, 3.828840485011054)","23","802","13500","868","13500","820","13500"
"(0.7456016290993552, 0.7475350666048535, -0.7985639030289821)","(4.995749624317638, 9.27055631292022, 3.8409756374714297)","24","7393","13500","7456","13500","7357","13500"
"(4.554498247626624, 4.600708202841071, -3.8937809895553843)","(3.6151719041890367, -0.4764692784178042, 4.225233949280639)","25","232","13500","194","13500","168","13500"
"(-4.111905401592049, 0.9011895595890489, -3.34179206272522)","(-3.9669864759348172, 4.707167813776884, 3.9878684874025017)","26","828","13500","922","13500","1044","13500"
"(-0.497192140175423, -1.7306275181709414, -4.415664053456601)","(9.711389476810076, 6.573173531600133, 4.048112572977924)","27","878","13500","958","13500","1030","13500"
"(-7.3253368976959, 0.49644226810568437, -6.349150415538705)","(-2.4627341715642403, 9.292230778033481, 3.9468752515419143)","28","946","13500","1006","13500","1050","13500"
"(-0.8946927756183363, -5.198083755955917, -2.3153453909014994)","(4.869439251312816, 7.254979294459318, 3.994471933037123)","29","706","13500","590","13500","582","13500"
"(4.082144704316512, 4.664608743863094, 4.235355588260455)","(2.035387018390608, -2.988448980253069, 4.2591531931768)","30","198","13500","128","13500","80","13500"
"(-4.601264270572928, -3.3790975285983262, 0.8670050191872227)","(-9.299747479186882, 7.801172590194891, 4.106726084951476)","31","7391","13500","7417","13500","7306","13500"
"(8.381666577641283, -0.6722806080944809, -5.127237646150611)","(4.66881408752643, 7.686827168747655, 3.525367400992154)","32","792","13500","908","13500","930","13500"
"(0.4672761718884333, 7.7965583919340755, 5.071935618690248)","(6.609880840485388, 5.951485228883202, 3.9324768255162215)","33","406","13500","461","13500","278","13500"
"(6.096434403498517, -5.541840228789448, -5.12389198669023)","(-5.298088138652166, 5.4809854708047805, 3.889232371486873)","34","185","13500","216","13500","75","13500"
"(4.438751991505064, -3.053442264961545, 1.5265869017039293)","(-1.081912773969444, -0.5414252727062756, 3.5104293084915676)","35","100","13500","50","13500","2","13500"
"(1.87318049195485, -0.18513532972091915, -1.6897925742099407)","(-4.816832905958028, 8.70381589239945, 3.602949040877079)","36","7389","13500","7373","13500","7222","13500"
"(4.001840258776381, -2.8721731750723904, -5.757493406940567)","(-0.4567861990806481, 9.89366647469566, 3.9242886345825023)","37","534","13500","596","13500","542","13500"
"(-1.2093120176328347, 4.633975780704151, 4.620874576458164)","(3.1741290401304134, 5.525705831785999, 3.9955266731654593)","38","458","13500","419","13500","88","13500"
"(1.0155623841282715, 6.597620660169368, 6.9153330866419855)","(3.967859251287182, 6.390298140864029, 4.152825624261165)","39","264","13500","334","13500","120","13500"
"(-1.189791473199947, 6.034137738427186, 0.8455321802576686)","(-0.24652286801546452, 5.2973098299745285, 3.5546192538524104)","40","202","13500","166","13500","68","13500"
"(-5.258852833662551, -3.027609795107834, -3.21268266010587)","(5.727253225831177, 3.1069234849050904, 4.058186316313831)","41","266","13500","287","13500","135","13500"
"(-3.0910927882609296, -3.885638605121799, 6.064756835566167)","(0.9930198895885454, -5.510281705060391, 3.603380940207796)","42","164","13500","90","13500","74","13500"
"(-8.03980103752315, -5.896353697794154, -0.4829903306474137)","(-4.69012677465678, 9.750499401856917, 3.5151008568288287)","43","874","13500","909","13500","1061","13500"
"(7.4283261618365, 1.859531178410365, 0.9596232083516171)","(3.083173909924664, 0.9049986869893178, 4.194106270896182)","44","170","13500","105","13500","48","13500"
"(-1.881826875716973, -0.025500010095984744, 5.641195377165518)","(6.410855738415265, 0.3988780490654342, 4.10675281467765)","45","542","13500","586","13500","649","13500"
"(-8.934618040841507, 2.9822506705380984, 1.5515454240073125)","(8.77389154231783, -5.702985582072786, 3.5403188378699393)","46","582","13500","571","13500","437","13500"
"(-4.864422425348481, -3.2270331390457523, 5.12203821920867)","(8.362507118291973, -0.6330365919771452, 4.299920836596095)","47","7179","13500","7345","13500","7340","13500"
"(-3.095578774704276, -3.977240408335447, -7.019581030545506)","(-5.279284660898657, -0.3376257492255661, 3.915549050398985)","48","462","13500","299","13500","188","13500"
"(6.083554573649512, -4.518216415951197, 3.0544302234603613)","(-1.741125041519286, -9.971890093513885, 4.058231426664835)","49","738","13500","776","13500","787","13500"
"(4.230149390801787, 1.0778327693004341, 4.07272269237272)","(8.114914484820762, -2.111628226586097, 3.9152792936399714)","50","510","13500","554","13500","490","13500"
"(-2.610048585734672, -4.309299573217149, 4.989834391235922)","(-7.281487833888061, -1.5666310382053403, 3.772728779580569)","51","346","13500","310","13500","276","13500"
"(5.8590331169612995, -2.162739517271437, 5.936411011823773)","(0.8145188429092904, -9.236208090540556, 3.9492358062664814)","52","606","13500","686","13500","656","13500"
"(-4.806232250792559, -4.973043349482819, -3.5730488609636706)","(-1.7244190085469064, 1.8976656364534978, 3.7138867127983994)","53","112","13500","58","13500","2","13500"
"(-0.11560643209619276, -3.3983848181426115, -4.998609856983709)","(5.587981412055722, 4.755927597447652, 4.211015338279975)","54","652","13500","546","13500","430","13500"
"(-6.468749240493835, 1.0864047061722828, -5.6692056620142885)","(-3.409947215624749, -3.8367891906388474, 4.248122923978567)","55","496","13500","370","13500","228","13500"
"(-6.928769247583264, -0.6537078828457988, 3.27193808063573)","(-1.336068598356018, 7.662405395597936, 3.7298442958898956)","56","738","13500","705","13500","668","13500"
"(-0.30514811156108035, 4.254110073118281, 4.349703411282274)","(-6.711576279462617, 4.564690749814712, 4.360290985196982)","57","632","13500","690","13500","687","13500"
"(-8.516610138145223, -3.7732779634191282, 3.4586200613342375)","(-7.645025129942351, -1.4842753536094868, 4.109419032883552)","58","181","13500","125","13500","104","13500"
"(4.276160573107464, 4.558824172820125, 3.388586480263936)","(3.8027301425965305, -7.249703779541685, 3.843349934991524)","59","7858","13500","7932","13500","7994","13500"
"(0.025809733390531633, -0.2718749287632887, 0.20771474376373666)","(-2.4509723510655634, 8.341455752304825, 4.167572656472121)","60","7180","13500","7255","13500","7284","13500"
"(3.953015516512941, 6.395559127441576, 5.0067520881222265)","(5.261889625462864, 8.581359736287105, 4.089930730708499)","61","510","13500","526","13500","400","13500"
"(5.843908540453224, -1.4652356981440369, -0.7460519653750389)","(6.798310660219119, -3.0948794392888708, 4.4782402950010605)","62","496","13500","636","13500","636","13500"
"(1.4406754467551626, 3.7736857673341824, -2.353574631774868)","(6.407177631951836, -3.45392726127991, 4.094153397945572)","63","871","13500","862","13500","966","13500"
"(3.827771677212189, -5.221043972119944, 5.1942021087423385)","(1.1704164832613557, -9.030340709264696, 3.8630994780857977)","64","334","13500","296","13500","324","13500"
"(-2.1495551832476965, 5.263226774969989, -4.18252134785729)","(-6.026304240915284, 4.981856550937064, 3.812548759801076)","65","705","13500","804","13500","950","13500"
"(3.5555344678680383, -1.9701791636882857, -5.761628300627642)","(-2.759816176312957, -0.32471472535346635, 3.5520069771684506)","66","26","13500","8","13500","12","13500"
"(7.490079331047841, 5.122441424414924, 0.5356474515925685)","(-5.543653310018772, 0.007222020652395855, 3.652647624982771)","67","328","13500","293","13500","150","13500"
"(-2.1875336792452043, 6.590312300497235, 6.4764582147160645)","(8.02581245819987, -9.865831152330758, 3.5371232627208213)","68","2537","13500","2915","13500","3427","13500"
"(-5.58792635239259, -4.518379684399012, 1.7463991551578224)","(-5.047184017783513, -8.156251217842359, 3.582788398536023)","69","434","13500","502","13500","552","13500"
"(-6.67394466185727, 3.1736875781447305, -6.605470238345689)","(1.9618507453867924, -0.5649649004009145, 3.52331511790374)","70","6","13500","0","13500","0","13500"
"(2.5491847134448133, 5.514051377060903, -1.031119585853496)","(-2.2565843780442307, 0.8859760974172133, 4.350333952654557)","71","250","13500","245","13500","118","13500"
"(0.5929021371494657, 4.990809492999204, -8.311234549272422)","(-1.630211299540015, -5.594345141475379, 4.482251541073612)","72","222","13500","65","13500","36","13500"
"(5.7630333510179135, -4.676490398683823, 4.467599483207196)","(7.670051054870058, 3.8597101152163997, 3.5896113387431967)","73","750","13500","699","13500","518","13500"
"(-2.4933634433642307, 1.4676412995599122, 3.80534753502223)","(4.7403408246407395, -1.3956152940800433, 4.25353704889906)","74","686","13500","710","13500","700","13500"
"(3.3630743176995423, -6.563378423173714, 5.193062357310771)","(2.982579239386986, -4.599014675805653, 4.310223845510048)","75","193","13500","158","13500","44","13500"
"(-3.6277367750028624, 0.6284796123073315, -6.602750662318607)","(-2.0780655532517134, -6.901138598304923, 4.065353356206464)","76","652","13500","582","13500","598","13500"
"(-0.8618018724649699, -8.551979295473823, 0.06641654828766708)","(-0.28884734431912484, -6.79547090169857, 4.235306376913744)","77","318","13500","257","13500","264","13500"
"(0.5979304120339819, 0.47291321668101377, -1.6585554843629164)","(8.946604531179943, -8.660530453171456, 4.267222524204302)","78","7159","13500","7085","13500","7189","13500"
"(1.4436444532772903, 3.3814732795771705, -0.02063743532754671)","(7.240810403121408, -2.572512989481293, 3.7494143484129445)","79","7289","13500","7309","13500","7272","13500"
"(0.4530798120816171, -0.49360875257380776, 5.042529181442286)","(-9.797437300983953, 5.633229181236242, 3.8253231522775395)","80","7033","13500","7066","13500","7036","13500"
"(-4.766256883317555, -6.162992170844254, 3.3159427411297613)","(7.956354880222278, -2.3541241887554136, 4.468109412706367)","81","7486","13500","7560","13500","7476","13500"
"(2.314091732149603, -1.7657907906189174, 0.2561074906978001)","(-4.790779946892156, 9.213796118166652, 4.146101062451788)","82","7467","13500","7454","13500","7499","13500"
"(4.245276380947868, -4.902419216462027, -1.5979869927105586)","(9.931723276214061, 9.236351163344501, 4.488324360670476)","83","7166","13500","7116","13500","7139","13500"
"(-4.729469655456981, -1.3188466949110143, -1.3335896907937694)","(-0.9832687249386289, -5.652420345093782, 4.439433226875307)","84","767","13500","864","13500","962","13500"
"(3.669561924388681, -3.8342675614277306, 0.5799717786854995)","(-4.245479840003954, -3.6338724163936202, 4.105193964920901)","85","4472","13500","3921","13500","3186","13500"
"(-7.636138994177956, 3.26638785120706, 0.6262151898365951)","(4.165091975668107, -0.20167649798236376, 4.053410275750543)","86","190","13500","134","13500","66","13500"
"(-1.1770139454005508, -1.1570199740708087, 0.5713461940060183)","(3.502903148912271, 5.227638802100881, 3.5197149338992295)","87","7527","13500","7509","13500","7483","13500"
"(6.103031461155982, -4.544886265810977, -0.07601984942266422)","(-6.010041557023131, 1.4872371731791212, 4.441399468687054)","88","350","13500","424","13500","413","13500"
"(-2.8622874781156256, 3.842823763836172, 2.9423163357785116)","(-8.022414533382005, 7.508694032290595, 4.018055852704525)","89","748","13500","823","13500","972","13500"
"(-2.158184388467555, 6.9910814317839245, -4.128367065919884)","(8.541788973411755, -2.899745392643622, 4.080023080045066)","90","583","13500","614","13500","684","13500"
"(-2.647541814837784, -5.922926857516522, -7.1797051258573275)","(-1.4975319788226074, -5.476327338512732, 3.540653832490271)","91","768","13500","774","13500","902","13500"
"(-4.888565374689203, -5.225173988204411, 1.3896659750160651)","(7.25445059786351, -2.502184091037483, 3.9268794520737096)","92","820","13500","895","13500","981","13500"
"(7.1690476271420005, 2.3927342324139387, 3.7078067896757227)","(8.30897914216721, 1.1612819812585187, 3.9270140812095944)","93","350","13500","325","13500","326","13500"
"(3.0141344569101864, -3.17403760332962, 7.586088472899194)","(4.614013484797304, 2.1178491452367982, 4.2045899015487045)","94","314","13500","167","13500","31","13500"
"(0.716834553577622, 5.965422702076848, 6.30899432829972)","(7.144375446902501, -1.4888231242911125, 3.9117722193688795)","95","651","13500","568","13500","555","13500"
"(-2.014161814104731, 1.756222329988015, 4.455935320063481)","(-5.455543389932256, -9.480636513287195, 3.992664187338647)","96","7249","13500","7327","13500","7245","13500"
"(-2.372077368895184, 5.2070760031885275, 4.837948992996939)","(2.0423727417549937, -5.921608049670255, 3.979089174826018)","97","7509","13500","7733","13500","7824","13500"
"(1.9355711754123668, 0.4333716931781454, 7.896416670156715)","(-6.104720205899097, -6.932741579113408, 3.768752471477088)","98","2747","13500","2693","13500","2398","13500"
"(-5.720965960084222, 0.2650186262311413, 6.369631099880723)","(-4.665297341664541, 3.627985421107372, 3.8331179813589467)","99","324","13500","169","13500","18","13500"
"(-1.3304670290799365, -4.666036596652623, -0.25970006802464185)","(-4.3141844926178585, -0.5341925314312626, 3.9365370144662015)","100","780","13500","806","13500","692","13500"
1 dipole_mom dipole_loc dipole_freq low_success low_count medium_success medium_count high_success high_count
2 (-6.850783298576002, 3.8672797767180156, 2.521237536481632) (-8.278661205725712, 2.259405317398567, 4.488751992258035) 1 228 13500 257 13500 246 13500
3 (-3.0076478466774015, -0.04685794594851353, -3.9594293609027336) (-6.0024642851935495, -2.1665154719667035, 3.517867111376036) 2 1787 13500 2185 13500 2564 13500
4 (-2.2076074259298992, 3.678864515584969, -6.895538359384934) (-1.5123194180954478, 6.7810596669243, 3.8502870104994447) 3 414 13500 612 13500 620 13500
5 (0.41979643770943, 2.623621455010569, -2.3195869063607555) (6.770994712798249, 8.676941103972233, 3.7083270814901574) 4 922 13500 921 13500 1098 13500
6 (-4.756032600792849, 2.4389398897549026, -0.6787203718645085) (-5.222663909208778, 2.642644279994835, 4.307919983818239) 5 340 13500 452 13500 419 13500
7 (2.114591646045403, -4.919924106291264, -1.8865955109965842) (7.404123665694819, -4.535980569010196, 4.493973504067007) 6 482 13500 592 13500 654 13500
8 (-1.915936311325516, 5.604413898305338, -7.479703411859822) (-6.443570782148942, 1.4780937425386949, 4.347529053202685) 7 386 13500 230 13500 146 13500
9 (-2.71548640281035, 5.0566020445902105, -3.611224071384816) (-8.232930713457517, 3.243867670118677, 4.458477659689244) 8 854 13500 968 13500 1130 13500
10 (-5.253360886920688, 4.241128124986599, 5.155196207572586) (-6.034976962671363, 6.046594472015904, 4.149726689840575) 9 404 13500 610 13500 454 13500
11 (1.5055130985724363, -4.364579210917396, -4.256768994793211) (9.074974193263628, 6.859178026501127, 3.7771916451282257) 10 864 13500 918 13500 1100 13500
12 (-1.6931985621280843, -6.22365270475058, -7.382746802230285) (3.736367712204018, 7.208658507160873, 3.8993994432667045) 11 312 13500 275 13500 136 13500
13 (0.7542988255126254, 9.951926852505007, 0.022876731393376558) (-7.812798355693786, 3.60105950180116, 3.999605673752183) 12 678 13500 692 13500 616 13500
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