From d10717bdc1f6dfdaf8daa028550192645d96cd44 Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Tom=C3=A1=C5=A1=20Vy=C4=8D=C3=ADtal?=
 <tom.vycital@gmail.com>
Date: Sat, 18 Jan 2020 21:30:26 +0100
Subject: [PATCH] fix(rng)!: use better seedable RNG (#352)

* fix(rng)!: use better seedable RNG

BREAKING CHANGE: The layout for the same graph and seed is different
when compared to the previous version.

This replaces the Math.sin() based ones and Math.random() with Alea
based RNG from Vis Util.

* test(physics): add simple pinning tests

This simply runs some basic physics configurations on a few sets of data
and tests that the positions of the nodes after stabilization didn't
change from the last time.

* test(snapshots): remove only

I had to change Math.pow to **. No idea why but without this change it
didn't want to output the same values. I just hope this is not going to
break in CI or other people's machines.
---
 __snapshots__/test/snapshots.test.ts.js       |  771 ++++++++
 examples/network/basic_usage/standalone.html  |    2 +-
 examples/network/data/importingFromGephi.html |    6 +-
 examples/network/exampleUtil.js               |   10 +-
 .../network/layout/hierarchicalLayout.html    |    5 +-
 examples/network/other/animationShowcase.html |    5 +-
 examples/network/other/configuration.html     |    6 +-
 examples/network/other/manipulation.html      |    6 +-
 .../other/manipulationEditEdgeNoDrag.html     |    6 +-
 examples/network/other/navigation.html        |    5 +-
 examples/network/other/performance.html       |    5 +-
 examples/network/other/saveAndLoad.html       |    5 +-
 .../network/physics/physicsConfiguration.html |    5 +-
 lib/network/modules/KamadaKawai.js            |   16 +-
 lib/network/modules/LayoutEngine.js           |   39 +-
 .../components/physics/BarnesHutSolver.js     |   18 +-
 .../physics/FA2BasedRepulsionSolver.js        |    5 +-
 .../components/physics/RepulsionSolver.js     |    8 +-
 package-lock.json                             | 1595 ++++++++++++-----
 package.json                                  |    7 +
 test/snapshots.test.ts                        |  200 +++
 21 files changed, 2202 insertions(+), 523 deletions(-)
 create mode 100644 __snapshots__/test/snapshots.test.ts.js
 create mode 100644 test/snapshots.test.ts

diff --git a/__snapshots__/test/snapshots.test.ts.js b/__snapshots__/test/snapshots.test.ts.js
new file mode 100644
index 0000000000..6e88496d21
--- /dev/null
+++ b/__snapshots__/test/snapshots.test.ts.js
@@ -0,0 +1,771 @@
+exports['Physics snapshots Barnes Hut defaults 2 connected nodes 1'] = {
+  "1": {
+    "x": -34,
+    "y": 68
+  },
+  "2": {
+    "x": -30,
+    "y": -92
+  }
+}
+
+exports['Physics snapshots Barnes Hut defaults 2 disconnected nodes 1'] = {
+  "1": {
+    "x": 13,
+    "y": -39
+  },
+  "2": {
+    "x": -10,
+    "y": 37
+  }
+}
+
+exports['Physics snapshots Barnes Hut defaults 2 doubly connected nodes 1'] = {
+  "1": {
+    "x": -32,
+    "y": 29
+  },
+  "2": {
+    "x": 32,
+    "y": -30
+  }
+}
+
+exports['Physics snapshots Barnes Hut defaults 6 node circle 1'] = {
+  "1": {
+    "x": -15,
+    "y": -130
+  },
+  "2": {
+    "x": -110,
+    "y": -45
+  },
+  "3": {
+    "x": -84,
+    "y": 79
+  },
+  "4": {
+    "x": 33,
+    "y": 127
+  },
+  "5": {
+    "x": 123,
+    "y": 37
+  },
+  "6": {
+    "x": 104,
+    "y": -87
+  }
+}
+
+exports['Physics snapshots Barnes Hut defaults 6 node complete graph 1'] = {
+  "1": {
+    "x": -24,
+    "y": -61
+  },
+  "2": {
+    "x": 48,
+    "y": 99
+  },
+  "3": {
+    "x": -58,
+    "y": 60
+  },
+  "4": {
+    "x": 54,
+    "y": -49
+  },
+  "5": {
+    "x": -66,
+    "y": 6
+  },
+  "6": {
+    "x": 88,
+    "y": -7
+  }
+}
+
+exports['Physics snapshots Barnes Hut defaults 6 node star 1'] = {
+  "1": {
+    "x": -1,
+    "y": 0
+  },
+  "2": {
+    "x": 87,
+    "y": 100
+  },
+  "3": {
+    "x": -67,
+    "y": 119
+  },
+  "4": {
+    "x": -6,
+    "y": -135
+  },
+  "5": {
+    "x": -131,
+    "y": -34
+  },
+  "6": {
+    "x": 126,
+    "y": -48
+  }
+}
+
+exports['Physics snapshots Barnes Hut defaults binary tree 1'] = {
+  "1": {
+    "x": 46,
+    "y": -2
+  },
+  "2": {
+    "x": -84,
+    "y": 30
+  },
+  "3": {
+    "x": 174,
+    "y": -33
+  },
+  "4": {
+    "x": -126,
+    "y": -7
+  },
+  "5": {
+    "x": -253,
+    "y": 80
+  },
+  "6": {
+    "x": 191,
+    "y": -179
+  },
+  "7": {
+    "x": 262,
+    "y": 86
+  },
+  "8": {
+    "x": -179,
+    "y": -157
+  },
+  "9": {
+    "x": -76,
+    "y": 169
+  },
+  "10": {
+    "x": -379,
+    "y": 22
+  },
+  "11": {
+    "x": -332,
+    "y": 195
+  },
+  "12": {
+    "x": 118,
+    "y": -294
+  },
+  "13": {
+    "x": 319,
+    "y": -222
+  },
+  "14": {
+    "x": 393,
+    "y": 56
+  },
+  "15": {
+    "x": 258,
+    "y": 222
+  },
+  "16": {
+    "x": -307,
+    "y": -209
+  },
+  "17": {
+    "x": -125,
+    "y": -282
+  },
+  "18": {
+    "x": -131,
+    "y": 298
+  },
+  "19": {
+    "x": 30,
+    "y": 257
+  }
+}
+
+exports['Physics snapshots Force Atlas 2 defaults 2 connected nodes 1'] = {
+  "1": {
+    "x": -11,
+    "y": 58
+  },
+  "2": {
+    "x": -8,
+    "y": -68
+  }
+}
+
+exports['Physics snapshots Force Atlas 2 defaults 2 disconnected nodes 1'] = {
+  "1": {
+    "x": -7,
+    "y": -48
+  },
+  "2": {
+    "x": -32,
+    "y": 33
+  }
+}
+
+exports['Physics snapshots Force Atlas 2 defaults 2 doubly connected nodes 1'] = {
+  "1": {
+    "x": -18,
+    "y": 64
+  },
+  "2": {
+    "x": 3,
+    "y": -65
+  }
+}
+
+exports['Physics snapshots Force Atlas 2 defaults 6 node circle 1'] = {
+  "1": {
+    "x": -23,
+    "y": -151
+  },
+  "2": {
+    "x": -133,
+    "y": -48
+  },
+  "3": {
+    "x": -111,
+    "y": 102
+  },
+  "4": {
+    "x": 34,
+    "y": 147
+  },
+  "5": {
+    "x": 145,
+    "y": 45
+  },
+  "6": {
+    "x": 120,
+    "y": -104
+  }
+}
+
+exports['Physics snapshots Force Atlas 2 defaults 6 node complete graph 1'] = {
+  "1": {
+    "x": -146,
+    "y": -117
+  },
+  "2": {
+    "x": 143,
+    "y": 138
+  },
+  "3": {
+    "x": -120,
+    "y": 85
+  },
+  "4": {
+    "x": 37,
+    "y": -193
+  },
+  "5": {
+    "x": -61,
+    "y": 146
+  },
+  "6": {
+    "x": 195,
+    "y": -54
+  }
+}
+
+exports['Physics snapshots Force Atlas 2 defaults 6 node star 1'] = {
+  "1": {
+    "x": 6,
+    "y": 0
+  },
+  "2": {
+    "x": 108,
+    "y": 123
+  },
+  "3": {
+    "x": -80,
+    "y": 137
+  },
+  "4": {
+    "x": -4,
+    "y": -156
+  },
+  "5": {
+    "x": -150,
+    "y": -25
+  },
+  "6": {
+    "x": 157,
+    "y": -51
+  }
+}
+
+exports['Physics snapshots Force Atlas 2 defaults binary tree 1'] = {
+  "1": {
+    "x": 74,
+    "y": -53
+  },
+  "2": {
+    "x": -33,
+    "y": 63
+  },
+  "3": {
+    "x": 231,
+    "y": -49
+  },
+  "4": {
+    "x": -135,
+    "y": -29
+  },
+  "5": {
+    "x": -246,
+    "y": 80
+  },
+  "6": {
+    "x": 163,
+    "y": -217
+  },
+  "7": {
+    "x": 240,
+    "y": 130
+  },
+  "8": {
+    "x": -144,
+    "y": -206
+  },
+  "9": {
+    "x": -54,
+    "y": 201
+  },
+  "10": {
+    "x": -366,
+    "y": -14
+  },
+  "11": {
+    "x": -305,
+    "y": 217
+  },
+  "12": {
+    "x": 92,
+    "y": -345
+  },
+  "13": {
+    "x": 310,
+    "y": -213
+  },
+  "14": {
+    "x": 371,
+    "y": 61
+  },
+  "15": {
+    "x": 226,
+    "y": 276
+  },
+  "16": {
+    "x": -291,
+    "y": -218
+  },
+  "17": {
+    "x": -92,
+    "y": -343
+  },
+  "18": {
+    "x": -130,
+    "y": 334
+  },
+  "19": {
+    "x": 50,
+    "y": 322
+  }
+}
+
+exports['Physics snapshots Repulstion defaults 2 connected nodes 1'] = {
+  "1": {
+    "x": -25,
+    "y": 103
+  },
+  "2": {
+    "x": -19,
+    "y": -108
+  }
+}
+
+exports['Physics snapshots Repulstion defaults 2 disconnected nodes 1'] = {
+  "1": {
+    "x": -28,
+    "y": -25
+  },
+  "2": {
+    "x": -36,
+    "y": 1
+  }
+}
+
+exports['Physics snapshots Repulstion defaults 2 doubly connected nodes 1'] = {
+  "1": {
+    "x": -14,
+    "y": 78
+  },
+  "2": {
+    "x": -8,
+    "y": -85
+  }
+}
+
+exports['Physics snapshots Repulstion defaults 6 node circle 1'] = {
+  "1": {
+    "x": -17,
+    "y": -196
+  },
+  "2": {
+    "x": -147,
+    "y": -51
+  },
+  "3": {
+    "x": -132,
+    "y": 119
+  },
+  "4": {
+    "x": 38,
+    "y": 181
+  },
+  "5": {
+    "x": 161,
+    "y": 46
+  },
+  "6": {
+    "x": 147,
+    "y": -119
+  }
+}
+
+exports['Physics snapshots Repulstion defaults 6 node complete graph 1'] = {
+  "1": {
+    "x": -82,
+    "y": -73
+  },
+  "2": {
+    "x": 86,
+    "y": 77
+  },
+  "3": {
+    "x": -105,
+    "y": 35
+  },
+  "4": {
+    "x": 27,
+    "y": -109
+  },
+  "5": {
+    "x": -20,
+    "y": 112
+  },
+  "6": {
+    "x": 110,
+    "y": -34
+  }
+}
+
+exports['Physics snapshots Repulstion defaults 6 node star 1'] = {
+  "1": {
+    "x": 2,
+    "y": 0
+  },
+  "2": {
+    "x": 142,
+    "y": 177
+  },
+  "3": {
+    "x": -124,
+    "y": 182
+  },
+  "4": {
+    "x": -13,
+    "y": -222
+  },
+  "5": {
+    "x": -216,
+    "y": -23
+  },
+  "6": {
+    "x": 218,
+    "y": -66
+  }
+}
+
+exports['Physics snapshots Repulstion defaults binary tree 1'] = {
+  "1": {
+    "x": 45,
+    "y": -11
+  },
+  "2": {
+    "x": -64,
+    "y": 35
+  },
+  "3": {
+    "x": 175,
+    "y": -58
+  },
+  "4": {
+    "x": -140,
+    "y": -10
+  },
+  "5": {
+    "x": -291,
+    "y": 90
+  },
+  "6": {
+    "x": 153,
+    "y": -231
+  },
+  "7": {
+    "x": 291,
+    "y": 104
+  },
+  "8": {
+    "x": -173,
+    "y": -201
+  },
+  "9": {
+    "x": -70,
+    "y": 218
+  },
+  "10": {
+    "x": -458,
+    "y": -7
+  },
+  "11": {
+    "x": -370,
+    "y": 265
+  },
+  "12": {
+    "x": 143,
+    "y": -417
+  },
+  "13": {
+    "x": 344,
+    "y": -158
+  },
+  "14": {
+    "x": 446,
+    "y": 5
+  },
+  "15": {
+    "x": 247,
+    "y": 291
+  },
+  "16": {
+    "x": -358,
+    "y": -201
+  },
+  "17": {
+    "x": -85,
+    "y": -351
+  },
+  "18": {
+    "x": -210,
+    "y": 378
+  },
+  "19": {
+    "x": 69,
+    "y": 344
+  }
+}
+
+exports['Physics snapshots defaults 2 connected nodes 1'] = {
+  "1": {
+    "x": -34,
+    "y": 68
+  },
+  "2": {
+    "x": -30,
+    "y": -92
+  }
+}
+
+exports['Physics snapshots defaults 2 disconnected nodes 1'] = {
+  "1": {
+    "x": 13,
+    "y": -39
+  },
+  "2": {
+    "x": -10,
+    "y": 37
+  }
+}
+
+exports['Physics snapshots defaults 2 doubly connected nodes 1'] = {
+  "1": {
+    "x": -32,
+    "y": 29
+  },
+  "2": {
+    "x": 32,
+    "y": -30
+  }
+}
+
+exports['Physics snapshots defaults 6 node circle 1'] = {
+  "1": {
+    "x": -15,
+    "y": -130
+  },
+  "2": {
+    "x": -110,
+    "y": -45
+  },
+  "3": {
+    "x": -84,
+    "y": 79
+  },
+  "4": {
+    "x": 33,
+    "y": 127
+  },
+  "5": {
+    "x": 123,
+    "y": 37
+  },
+  "6": {
+    "x": 104,
+    "y": -87
+  }
+}
+
+exports['Physics snapshots defaults 6 node complete graph 1'] = {
+  "1": {
+    "x": -24,
+    "y": -61
+  },
+  "2": {
+    "x": 48,
+    "y": 99
+  },
+  "3": {
+    "x": -58,
+    "y": 60
+  },
+  "4": {
+    "x": 54,
+    "y": -49
+  },
+  "5": {
+    "x": -66,
+    "y": 6
+  },
+  "6": {
+    "x": 88,
+    "y": -7
+  }
+}
+
+exports['Physics snapshots defaults 6 node star 1'] = {
+  "1": {
+    "x": -1,
+    "y": 0
+  },
+  "2": {
+    "x": 87,
+    "y": 100
+  },
+  "3": {
+    "x": -67,
+    "y": 119
+  },
+  "4": {
+    "x": -6,
+    "y": -135
+  },
+  "5": {
+    "x": -131,
+    "y": -34
+  },
+  "6": {
+    "x": 126,
+    "y": -48
+  }
+}
+
+exports['Physics snapshots defaults binary tree 1'] = {
+  "1": {
+    "x": 46,
+    "y": -2
+  },
+  "2": {
+    "x": -84,
+    "y": 30
+  },
+  "3": {
+    "x": 174,
+    "y": -33
+  },
+  "4": {
+    "x": -126,
+    "y": -7
+  },
+  "5": {
+    "x": -253,
+    "y": 80
+  },
+  "6": {
+    "x": 191,
+    "y": -179
+  },
+  "7": {
+    "x": 262,
+    "y": 86
+  },
+  "8": {
+    "x": -179,
+    "y": -157
+  },
+  "9": {
+    "x": -76,
+    "y": 169
+  },
+  "10": {
+    "x": -379,
+    "y": 22
+  },
+  "11": {
+    "x": -332,
+    "y": 195
+  },
+  "12": {
+    "x": 118,
+    "y": -294
+  },
+  "13": {
+    "x": 319,
+    "y": -222
+  },
+  "14": {
+    "x": 393,
+    "y": 56
+  },
+  "15": {
+    "x": 258,
+    "y": 222
+  },
+  "16": {
+    "x": -307,
+    "y": -209
+  },
+  "17": {
+    "x": -125,
+    "y": -282
+  },
+  "18": {
+    "x": -131,
+    "y": 298
+  },
+  "19": {
+    "x": 30,
+    "y": 257
+  }
+}
diff --git a/examples/network/basic_usage/standalone.html b/examples/network/basic_usage/standalone.html
index 36ffed12c1..c15f02a420 100644
--- a/examples/network/basic_usage/standalone.html
+++ b/examples/network/basic_usage/standalone.html
@@ -38,7 +38,7 @@
 
     <script
       type="text/javascript"
-      src="../../../standalone/umd/vis-network.min.js"
+      src="../../../standalone/umd/vis-network.js"
     ></script>
   </head>
 
diff --git a/examples/network/data/importingFromGephi.html b/examples/network/data/importingFromGephi.html
index 70cb4b6613..94864ceeb2 100644
--- a/examples/network/data/importingFromGephi.html
+++ b/examples/network/data/importingFromGephi.html
@@ -7,10 +7,12 @@
 
   <meta name="example-screenshot-selector" content="body" />
 
+  <script
+    type="text/javascript"
+    src="../../../standalone/umd/vis-network.min.js"
+  ></script>
   <script type="text/javascript" src="../exampleUtil.js"></script>
 
-  <script type="text/javascript" src="../../../standalone/umd/vis-network.min.js"></script>
-
   <style type="text/css">
     #mynetwork {
       width: 800px;
diff --git a/examples/network/exampleUtil.js b/examples/network/exampleUtil.js
index 30dac0fc0f..92ebe85cc8 100644
--- a/examples/network/exampleUtil.js
+++ b/examples/network/exampleUtil.js
@@ -1,5 +1,9 @@
 /**
  * Created by Alex on 5/20/2015.
+ *
+ * @remarks
+ * This depends on Alea from Vis Util and therefore has to be loaded AFTER Vis
+ * Util or standalone Vis Network has already been loaded.
  */
 
 function loadJSON(path, success, error) {
@@ -69,11 +73,7 @@ function getScaleFreeNetwork(nodeCount) {
   return {nodes:nodes, edges:edges};
 }
 
-var randomSeed = 764; // Math.round(Math.random()*1000);
-function seededRandom() {
-  var x = Math.sin(randomSeed++) * 10000;
-  return x - Math.floor(x);
-}
+var seededRandom = vis.util.Alea('SEED')
 
 function getScaleFreeNetworkSeeded(nodeCount, seed) {
   if (seed) {
diff --git a/examples/network/layout/hierarchicalLayout.html b/examples/network/layout/hierarchicalLayout.html
index 7082ef7273..0ed3d08f79 100644
--- a/examples/network/layout/hierarchicalLayout.html
+++ b/examples/network/layout/hierarchicalLayout.html
@@ -15,8 +15,11 @@
         }
     </style>
 
+    <script
+      type="text/javascript"
+      src="../../../standalone/umd/vis-network.min.js"
+    ></script>
     <script type="text/javascript" src="../exampleUtil.js"></script>
-    <script type="text/javascript" src="../../../standalone/umd/vis-network.min.js"></script>
 
     <script type="text/javascript">
         var nodes = null;
diff --git a/examples/network/other/animationShowcase.html b/examples/network/other/animationShowcase.html
index b599ea7e21..63ef133442 100644
--- a/examples/network/other/animationShowcase.html
+++ b/examples/network/other/animationShowcase.html
@@ -34,8 +34,11 @@
     }
   </style>
 
+  <script
+    type="text/javascript"
+    src="../../../standalone/umd/vis-network.min.js"
+  ></script>
   <script type="text/javascript" src="../exampleUtil.js"></script>
-  <script type="text/javascript" src="../../../standalone/umd/vis-network.min.js"></script>
 
   <script type="text/javascript">
     var nodes = null;
diff --git a/examples/network/other/configuration.html b/examples/network/other/configuration.html
index 8bd0ee4635..c2b2120524 100644
--- a/examples/network/other/configuration.html
+++ b/examples/network/other/configuration.html
@@ -26,9 +26,11 @@
     }
   </style>
 
-
+  <script
+    type="text/javascript"
+    src="../../../standalone/umd/vis-network.min.js"
+  ></script>
   <script type="text/javascript" src="../exampleUtil.js"></script>
-  <script type="text/javascript" src="../../../standalone/umd/vis-network.min.js"></script>
 
   <script type="text/javascript">
     var nodes = null;
diff --git a/examples/network/other/manipulation.html b/examples/network/other/manipulation.html
index d7490c42b5..393821f402 100644
--- a/examples/network/other/manipulation.html
+++ b/examples/network/other/manipulation.html
@@ -53,8 +53,12 @@
       text-align: center;
     }
   </style>
+
+  <script
+    type="text/javascript"
+    src="../../../standalone/umd/vis-network.min.js"
+  ></script>
   <script type="text/javascript" src="../exampleUtil.js"></script>
-  <script type="text/javascript" src="../../../standalone/umd/vis-network.min.js"></script>
 
   <script type="text/javascript">
     var nodes = null;
diff --git a/examples/network/other/manipulationEditEdgeNoDrag.html b/examples/network/other/manipulationEditEdgeNoDrag.html
index f9777612e2..3c60d985e9 100644
--- a/examples/network/other/manipulationEditEdgeNoDrag.html
+++ b/examples/network/other/manipulationEditEdgeNoDrag.html
@@ -68,8 +68,12 @@
       text-align: center;
     }
   </style>
+
+  <script
+    type="text/javascript"
+    src="../../../standalone/umd/vis-network.min.js"
+  ></script>
   <script type="text/javascript" src="../exampleUtil.js"></script>
-  <script type="text/javascript" src="../../../standalone/umd/vis-network.min.js"></script>
 
   <script type="text/javascript">
     var nodes = null;
diff --git a/examples/network/other/navigation.html b/examples/network/other/navigation.html
index a187209c84..a88a7fb8d0 100644
--- a/examples/network/other/navigation.html
+++ b/examples/network/other/navigation.html
@@ -27,8 +27,11 @@
     }
   </style>
 
+  <script
+    type="text/javascript"
+    src="../../../standalone/umd/vis-network.min.js"
+  ></script>
   <script type="text/javascript" src="../exampleUtil.js"></script>
-  <script type="text/javascript" src="../../../standalone/umd/vis-network.min.js"></script>
 
   <script type="text/javascript">
     var nodes = null;
diff --git a/examples/network/other/performance.html b/examples/network/other/performance.html
index f1e4d540fa..e2a5646d79 100644
--- a/examples/network/other/performance.html
+++ b/examples/network/other/performance.html
@@ -22,8 +22,11 @@
     }
   </style>
 
+  <script
+    type="text/javascript"
+    src="../../../standalone/umd/vis-network.min.js"
+  ></script>
   <script type="text/javascript" src="../exampleUtil.js"></script>
-  <script type="text/javascript" src="../../../standalone/umd/vis-network.min.js"></script>
 
   <script type="text/javascript">
     var nodes = null;
diff --git a/examples/network/other/saveAndLoad.html b/examples/network/other/saveAndLoad.html
index 77ee9d20b4..22dc7c3590 100644
--- a/examples/network/other/saveAndLoad.html
+++ b/examples/network/other/saveAndLoad.html
@@ -32,8 +32,11 @@
             }
         </style>
 
+        <script
+          type="text/javascript"
+          src="../../../standalone/umd/vis-network.min.js"
+        ></script>
         <script type="text/javascript" src="../exampleUtil.js"></script>
-        <script type="text/javascript" src="../../../standalone/umd/vis-network.min.js"></script>
     </head>
 
     <body>
diff --git a/examples/network/physics/physicsConfiguration.html b/examples/network/physics/physicsConfiguration.html
index d8e3a950fa..f882c1b126 100644
--- a/examples/network/physics/physicsConfiguration.html
+++ b/examples/network/physics/physicsConfiguration.html
@@ -22,8 +22,11 @@
   </style>
 
 
+  <script
+    type="text/javascript"
+    src="../../../standalone/umd/vis-network.min.js"
+  ></script>
   <script type="text/javascript" src="../exampleUtil.js"></script>
-  <script type="text/javascript" src="../../../standalone/umd/vis-network.min.js"></script>
 
   <script type="text/javascript">
     var nodes = null;
diff --git a/lib/network/modules/KamadaKawai.js b/lib/network/modules/KamadaKawai.js
index 415b021dc1..f12df5135f 100644
--- a/lib/network/modules/KamadaKawai.js
+++ b/lib/network/modules/KamadaKawai.js
@@ -119,7 +119,7 @@ class KamadaKawai {
    */
   _getEnergy(m) {
     let [dE_dx,dE_dy] = this.E_sums[m];
-    let delta_m = Math.sqrt(Math.pow(dE_dx, 2) + Math.pow(dE_dy, 2));
+    let delta_m = Math.sqrt((dE_dx ** 2) + (dE_dy ** 2));
     return [delta_m, dE_dx, dE_dy];
   }
 
@@ -150,10 +150,10 @@ class KamadaKawai {
         let y_i = nodes[i].y;
         let kmat = km[i];
         let lmat = lm[i];
-        let denominator = 1.0 / Math.pow(Math.pow(x_m - x_i, 2) + Math.pow(y_m - y_i, 2), 1.5);
-        d2E_dx2 += kmat * (1 - lmat * Math.pow(y_m - y_i, 2) * denominator);
+        let denominator = 1.0 / ((((x_m - x_i) ** 2) + ((y_m - y_i) ** 2)) ** 1.5);
+        d2E_dx2 += kmat * (1 - lmat * ((y_m - y_i) ** 2) * denominator);
         d2E_dxdy += kmat * (lmat * (x_m - x_i) * (y_m - y_i) * denominator);
-        d2E_dy2 += kmat * (1 - lmat * Math.pow(x_m - x_i, 2) * denominator);
+        d2E_dy2 += kmat * (1 - lmat * ((x_m - x_i) ** 2) * denominator);
       }
     }
     // make the variable names easier to make the solving of the linear system easier to read
@@ -204,7 +204,7 @@ class KamadaKawai {
     for (let i = 0; i < nodesArray.length; i++) {
       this.K_matrix[nodesArray[i]] = {};
       for (let j = 0; j < nodesArray.length; j++) {
-        this.K_matrix[nodesArray[i]][nodesArray[j]] = edgeStrength * Math.pow(D_matrix[nodesArray[i]][nodesArray[j]], -2);
+        this.K_matrix[nodesArray[i]][nodesArray[j]] = edgeStrength * (D_matrix[nodesArray[i]][nodesArray[j]] ** -2);
       }
     }
   }
@@ -232,7 +232,7 @@ class KamadaKawai {
         if (i !== m) {
           let x_i = nodes[i].x;
           let y_i = nodes[i].y;
-          let denominator = 1.0 / Math.sqrt(Math.pow(x_m - x_i, 2) + Math.pow(y_m - y_i, 2));
+          let denominator = 1.0 / Math.sqrt(((x_m - x_i) ** 2) + ((y_m - y_i) ** 2));
           this.E_matrix[m][iIdx] = [
             this.K_matrix[m][i] * ((x_m - x_i) - this.L_matrix[m][i] * (x_m - x_i) * denominator),
             this.K_matrix[m][i] * ((y_m - y_i) - this.L_matrix[m][i] * (y_m - y_i) * denominator)
@@ -274,7 +274,7 @@ class KamadaKawai {
         //Calc new energy:
         let x_i = nodes[i].x;
         let y_i = nodes[i].y;
-        let denominator = 1.0 / Math.sqrt(Math.pow(x_m - x_i, 2) + Math.pow(y_m - y_i, 2));
+        let denominator = 1.0 / Math.sqrt(((x_m - x_i) ** 2) + ((y_m - y_i) ** 2));
         let dx = kcolm[i] * ((x_m - x_i) - lcolm[i] * (x_m - x_i) * denominator);
         let dy = kcolm[i] * ((y_m - y_i) - lcolm[i] * (y_m - y_i) * denominator);
         colm[iIdx] = [dx, dy];
@@ -292,4 +292,4 @@ class KamadaKawai {
   }
 }
 
-export default KamadaKawai;
\ No newline at end of file
+export default KamadaKawai;
diff --git a/lib/network/modules/LayoutEngine.js b/lib/network/modules/LayoutEngine.js
index 7c424f6cdf..a9962034ff 100644
--- a/lib/network/modules/LayoutEngine.js
+++ b/lib/network/modules/LayoutEngine.js
@@ -38,6 +38,7 @@ import {
   fillLevelsByDirectionLeaves,
   fillLevelsByDirectionRoots
 } from "./layout-engine";
+import { Alea } from "vis-util";
 
 
 /**
@@ -332,8 +333,10 @@ class LayoutEngine {
   constructor(body) {
     this.body = body;
 
-    this.initialRandomSeed = Math.round(Math.random() * 1000000);
-    this.randomSeed = this.initialRandomSeed;
+    // Make sure there always is some RNG because the setOptions method won't
+    // set it unless there's a seed for it.
+    this._resetRNG(Math.random() + ":" + Date.now());
+
     this.setPhysics = false;
     this.options = {};
     this.optionsBackup = {physics:{}};
@@ -395,7 +398,10 @@ class LayoutEngine {
       let prevHierarchicalState = hierarchical.enabled;
       util.selectiveDeepExtend(["randomSeed", "improvedLayout", "clusterThreshold"],this.options, options);
       util.mergeOptions(this.options, options, 'hierarchical');
-      if (options.randomSeed !== undefined)     {this.initialRandomSeed = options.randomSeed;}
+
+      if (options.randomSeed !== undefined) {
+        this._resetRNG(options.randomSeed);
+      }
 
       if (hierarchical.enabled === true) {
         if (prevHierarchicalState === true) {
@@ -433,6 +439,16 @@ class LayoutEngine {
     return allOptions;
   }
 
+  /**
+   * Reset the random number generator with given seed.
+   *
+   * @param {any} seed - The seed that will be forwarded the the RNG.
+   */
+  _resetRNG(seed) {
+    this.initialRandomSeed = seed;
+    this._rng = Alea(this.initialRandomSeed);
+  }
+
   /**
    *
    * @param {Object} allOptions
@@ -514,26 +530,17 @@ class LayoutEngine {
     return allOptions;
   }
 
-  /**
-   *
-   * @returns {number}
-   */
-  seededRandom() {
-    let x = Math.sin(this.randomSeed++) * 10000;
-    return x - Math.floor(x);
-  }
-
   /**
    *
    * @param {Array.<Node>} nodesArray
    */
   positionInitially(nodesArray) {
     if (this.options.hierarchical.enabled !== true) {
-      this.randomSeed = this.initialRandomSeed;
+      this._resetRNG(this.initialRandomSeed);
       let radius = nodesArray.length + 50;
       for (let i = 0; i < nodesArray.length; i++) {
         let node = nodesArray[i];
-        let angle = 2 * Math.PI * this.seededRandom();
+        let angle = 2 * Math.PI * this._rng();
         if (node.x === undefined) {
           node.x = radius * Math.cos(angle);
         }
@@ -645,8 +652,8 @@ class LayoutEngine {
           // Only perturb the nodes that aren't fixed
           let node = this.body.nodes[indices[i]];
           if (node.predefinedPosition === false) {
-            node.x += (0.5 - this.seededRandom())*offset;
-            node.y += (0.5 - this.seededRandom())*offset;
+            node.x += (0.5 - this._rng())*offset;
+            node.y += (0.5 - this._rng())*offset;
           }
         }
 
diff --git a/lib/network/modules/components/physics/BarnesHutSolver.js b/lib/network/modules/components/physics/BarnesHutSolver.js
index f1508fcd69..76b1ba529a 100644
--- a/lib/network/modules/components/physics/BarnesHutSolver.js
+++ b/lib/network/modules/components/physics/BarnesHutSolver.js
@@ -1,3 +1,5 @@
+import { Alea } from "vis-util";
+
 /**
  * Barnes Hut Solver
  */
@@ -12,7 +14,7 @@ class BarnesHutSolver {
     this.physicsBody = physicsBody;
     this.barnesHutTree;
     this.setOptions(options);
-    this.randomSeed = 5;
+    this._rng = Alea("BARNES HUT SOLVER");
 
     // debug: show grid
     // this.body.emitter.on("afterDrawing", (ctx) => {this._debug(ctx,'#ff0000')})
@@ -30,16 +32,6 @@ class BarnesHutSolver {
     this.overlapAvoidanceFactor = 1 - Math.max(0, Math.min(1, this.options.avoidOverlap));
   }
 
-  /**
-   *
-   * @returns {number} random integer
-   */
-  seededRandom() {
-    var x = Math.sin(this.randomSeed++) * 10000;
-    return x - Math.floor(x);
-  }
-
-
   /**
    * This function calculates the forces the nodes apply on each other based on a gravitational model.
    * The Barnes Hut method is used to speed up this N-body simulation.
@@ -323,8 +315,8 @@ class BarnesHutSolver {
               // if there are two nodes exactly overlapping (on init, on opening of cluster etc.)
               // we move one node a little bit and we do not put it in the tree.
         if (children.children.data.x === node.x && children.children.data.y === node.y) {
-          node.x += this.seededRandom();
-          node.y += this.seededRandom();
+          node.x += this._rng();
+          node.y += this._rng();
         }
         else {
           this._splitBranch(children);
diff --git a/lib/network/modules/components/physics/FA2BasedRepulsionSolver.js b/lib/network/modules/components/physics/FA2BasedRepulsionSolver.js
index 001ed638f6..b43cbd3e26 100644
--- a/lib/network/modules/components/physics/FA2BasedRepulsionSolver.js
+++ b/lib/network/modules/components/physics/FA2BasedRepulsionSolver.js
@@ -1,4 +1,5 @@
 import BarnesHutSolver from "./BarnesHutSolver"
+import { Alea } from "vis-util";
 
 /**
  * @extends BarnesHutSolver
@@ -11,6 +12,8 @@ class ForceAtlas2BasedRepulsionSolver extends BarnesHutSolver {
    */
   constructor(body, physicsBody, options) {
     super(body, physicsBody, options);
+
+    this._rng = Alea("FORCE ATLAS 2 BASED REPULSION SOLVER");
   }
 
   /**
@@ -25,7 +28,7 @@ class ForceAtlas2BasedRepulsionSolver extends BarnesHutSolver {
    */
   _calculateForces(distance, dx, dy, node, parentBranch) {
     if (distance === 0) {
-      distance = 0.1 * Math.random();
+      distance = 0.1 * this._rng();
       dx = distance;
     }
 
diff --git a/lib/network/modules/components/physics/RepulsionSolver.js b/lib/network/modules/components/physics/RepulsionSolver.js
index 3cb9574665..652bcc4801 100644
--- a/lib/network/modules/components/physics/RepulsionSolver.js
+++ b/lib/network/modules/components/physics/RepulsionSolver.js
@@ -1,3 +1,5 @@
+import { Alea } from "vis-util";
+
 /**
  * Repulsion Solver
  */
@@ -8,6 +10,8 @@ class RepulsionSolver {
    * @param {Object} options
    */
   constructor(body, physicsBody, options) {
+    this._rng = Alea("REPULSION SOLVER");
+
     this.body = body;
     this.physicsBody = physicsBody;
     this.setOptions(options);
@@ -54,7 +58,7 @@ class RepulsionSolver {
 
         // same condition as BarnesHutSolver, making sure nodes are never 100% overlapping.
         if (distance === 0) {
-          distance = 0.1*Math.random();
+          distance = 0.1 * this._rng();
           dx = distance;
         }
 
@@ -81,4 +85,4 @@ class RepulsionSolver {
 }
 
 
-export default RepulsionSolver;
\ No newline at end of file
+export default RepulsionSolver;
diff --git a/package-lock.json b/package-lock.json
index ba7efd9c2b..234928e998 100644
--- a/package-lock.json
+++ b/package-lock.json
@@ -36,21 +36,21 @@
           }
         },
         "caniuse-lite": {
-          "version": "1.0.30001020",
-          "resolved": "https://registry.npmjs.org/caniuse-lite/-/caniuse-lite-1.0.30001020.tgz",
-          "integrity": "sha512-yWIvwA68wRHKanAVS1GjN8vajAv7MBFshullKCeq/eKpK7pJBVDgFFEqvgWTkcP2+wIDeQGYFRXECjKZnLkUjA==",
+          "version": "1.0.30001021",
+          "resolved": "https://registry.npmjs.org/caniuse-lite/-/caniuse-lite-1.0.30001021.tgz",
+          "integrity": "sha512-wuMhT7/hwkgd8gldgp2jcrUjOU9RXJ4XxGumQeOsUr91l3WwmM68Cpa/ymCnWEDqakwFXhuDQbaKNHXBPgeE9g==",
           "dev": true
         },
         "electron-to-chromium": {
-          "version": "1.3.332",
-          "resolved": "https://registry.npmjs.org/electron-to-chromium/-/electron-to-chromium-1.3.332.tgz",
-          "integrity": "sha512-AP2HkLhfSOIxP7gDjlyZ4ywGWIcxRMZoU9+JriuVkQe2pSLDdWBsE6+eI6BQOqun1dohLrUTOPHsQLLhhFA7Eg==",
+          "version": "1.3.337",
+          "resolved": "https://registry.npmjs.org/electron-to-chromium/-/electron-to-chromium-1.3.337.tgz",
+          "integrity": "sha512-uJ+wLjslYQ/2rAusDg+6FlK8DLhHWTLCe7gkofBehTifW7KCkPVTn5rhKSCncWYNq34Iy/o4OfswuEkAO2RBaw==",
           "dev": true
         },
         "node-releases": {
-          "version": "1.1.45",
-          "resolved": "https://registry.npmjs.org/node-releases/-/node-releases-1.1.45.tgz",
-          "integrity": "sha512-cXvGSfhITKI8qsV116u2FTzH5EWZJfgG7d4cpqwF8I8+1tWpD6AsvvGRKq2onR0DNj1jfqsjkXZsm14JMS7Cyg==",
+          "version": "1.1.46",
+          "resolved": "https://registry.npmjs.org/node-releases/-/node-releases-1.1.46.tgz",
+          "integrity": "sha512-YOjdx+Uoh9FbRO7yVYbnbt1puRWPQMemR3SutLeyv2XfxKs1ihpe0OLAUwBPEP2ImNH/PZC7SEiC6j32dwRZ7g==",
           "dev": true,
           "requires": {
             "semver": "^6.3.0"
@@ -342,21 +342,21 @@
           }
         },
         "caniuse-lite": {
-          "version": "1.0.30001020",
-          "resolved": "https://registry.npmjs.org/caniuse-lite/-/caniuse-lite-1.0.30001020.tgz",
-          "integrity": "sha512-yWIvwA68wRHKanAVS1GjN8vajAv7MBFshullKCeq/eKpK7pJBVDgFFEqvgWTkcP2+wIDeQGYFRXECjKZnLkUjA==",
+          "version": "1.0.30001021",
+          "resolved": "https://registry.npmjs.org/caniuse-lite/-/caniuse-lite-1.0.30001021.tgz",
+          "integrity": "sha512-wuMhT7/hwkgd8gldgp2jcrUjOU9RXJ4XxGumQeOsUr91l3WwmM68Cpa/ymCnWEDqakwFXhuDQbaKNHXBPgeE9g==",
           "dev": true
         },
         "electron-to-chromium": {
-          "version": "1.3.332",
-          "resolved": "https://registry.npmjs.org/electron-to-chromium/-/electron-to-chromium-1.3.332.tgz",
-          "integrity": "sha512-AP2HkLhfSOIxP7gDjlyZ4ywGWIcxRMZoU9+JriuVkQe2pSLDdWBsE6+eI6BQOqun1dohLrUTOPHsQLLhhFA7Eg==",
+          "version": "1.3.337",
+          "resolved": "https://registry.npmjs.org/electron-to-chromium/-/electron-to-chromium-1.3.337.tgz",
+          "integrity": "sha512-uJ+wLjslYQ/2rAusDg+6FlK8DLhHWTLCe7gkofBehTifW7KCkPVTn5rhKSCncWYNq34Iy/o4OfswuEkAO2RBaw==",
           "dev": true
         },
         "node-releases": {
-          "version": "1.1.45",
-          "resolved": "https://registry.npmjs.org/node-releases/-/node-releases-1.1.45.tgz",
-          "integrity": "sha512-cXvGSfhITKI8qsV116u2FTzH5EWZJfgG7d4cpqwF8I8+1tWpD6AsvvGRKq2onR0DNj1jfqsjkXZsm14JMS7Cyg==",
+          "version": "1.1.46",
+          "resolved": "https://registry.npmjs.org/node-releases/-/node-releases-1.1.46.tgz",
+          "integrity": "sha512-YOjdx+Uoh9FbRO7yVYbnbt1puRWPQMemR3SutLeyv2XfxKs1ihpe0OLAUwBPEP2ImNH/PZC7SEiC6j32dwRZ7g==",
           "dev": true,
           "requires": {
             "semver": "^6.3.0"
@@ -2772,21 +2772,21 @@
           }
         },
         "caniuse-lite": {
-          "version": "1.0.30001020",
-          "resolved": "https://registry.npmjs.org/caniuse-lite/-/caniuse-lite-1.0.30001020.tgz",
-          "integrity": "sha512-yWIvwA68wRHKanAVS1GjN8vajAv7MBFshullKCeq/eKpK7pJBVDgFFEqvgWTkcP2+wIDeQGYFRXECjKZnLkUjA==",
+          "version": "1.0.30001021",
+          "resolved": "https://registry.npmjs.org/caniuse-lite/-/caniuse-lite-1.0.30001021.tgz",
+          "integrity": "sha512-wuMhT7/hwkgd8gldgp2jcrUjOU9RXJ4XxGumQeOsUr91l3WwmM68Cpa/ymCnWEDqakwFXhuDQbaKNHXBPgeE9g==",
           "dev": true
         },
         "electron-to-chromium": {
-          "version": "1.3.332",
-          "resolved": "https://registry.npmjs.org/electron-to-chromium/-/electron-to-chromium-1.3.332.tgz",
-          "integrity": "sha512-AP2HkLhfSOIxP7gDjlyZ4ywGWIcxRMZoU9+JriuVkQe2pSLDdWBsE6+eI6BQOqun1dohLrUTOPHsQLLhhFA7Eg==",
+          "version": "1.3.337",
+          "resolved": "https://registry.npmjs.org/electron-to-chromium/-/electron-to-chromium-1.3.337.tgz",
+          "integrity": "sha512-uJ+wLjslYQ/2rAusDg+6FlK8DLhHWTLCe7gkofBehTifW7KCkPVTn5rhKSCncWYNq34Iy/o4OfswuEkAO2RBaw==",
           "dev": true
         },
         "node-releases": {
-          "version": "1.1.45",
-          "resolved": "https://registry.npmjs.org/node-releases/-/node-releases-1.1.45.tgz",
-          "integrity": "sha512-cXvGSfhITKI8qsV116u2FTzH5EWZJfgG7d4cpqwF8I8+1tWpD6AsvvGRKq2onR0DNj1jfqsjkXZsm14JMS7Cyg==",
+          "version": "1.1.46",
+          "resolved": "https://registry.npmjs.org/node-releases/-/node-releases-1.1.46.tgz",
+          "integrity": "sha512-YOjdx+Uoh9FbRO7yVYbnbt1puRWPQMemR3SutLeyv2XfxKs1ihpe0OLAUwBPEP2ImNH/PZC7SEiC6j32dwRZ7g==",
           "dev": true,
           "requires": {
             "semver": "^6.3.0"
@@ -2961,6 +2961,16 @@
         "to-fast-properties": "^2.0.0"
       }
     },
+    "@bahmutov/data-driven": {
+      "version": "1.0.0",
+      "resolved": "https://registry.npmjs.org/@bahmutov/data-driven/-/data-driven-1.0.0.tgz",
+      "integrity": "sha512-YqW3hPS0RXriqjcCrLOTJj+LWe3c8JpwlL83k1ka1Q8U05ZjAKbGQZYeTzUd0NFEnnfPtsUiKGpFEBJG6kFuvg==",
+      "dev": true,
+      "requires": {
+        "check-more-types": "2.24.0",
+        "lazy-ass": "1.6.0"
+      }
+    },
     "@cypress/listr-verbose-renderer": {
       "version": "0.4.1",
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-          "bundled": true,
+          "resolved": "https://registry.npmjs.org/which/-/which-1.3.1.tgz",
+          "integrity": "sha512-HxJdYWq1MTIQbJ3nw0cqssHoTNU267KlrDuGZ1WYlxDStUtKUhOaJmh112/TZmHxxUfuJqPXSOm7tDyas0OSIQ==",
           "dev": true,
           "requires": {
             "isexe": "^2.0.0"
@@ -14755,12 +15248,14 @@
         },
         "which-module": {
           "version": "2.0.0",
-          "bundled": true,
+          "resolved": "https://registry.npmjs.org/which-module/-/which-module-2.0.0.tgz",
+          "integrity": "sha1-2e8H3Od7mQK4o6j6SzHD4/fm6Ho=",
           "dev": true
         },
         "wide-align": {
           "version": "1.1.2",
-          "bundled": true,
+          "resolved": "https://registry.npmjs.org/wide-align/-/wide-align-1.1.2.tgz",
+          "integrity": "sha512-ijDLlyQ7s6x1JgCLur53osjm/UXUYD9+0PbYKrBsYisYXzCxN+HC3mYDNy/dWdmf3AwqwU3CXwDCvsNgGK1S0w==",
           "dev": true,
           "requires": {
             "string-width": "^1.0.2"
@@ -14768,7 +15263,8 @@
           "dependencies": {
             "string-width": {
               "version": "1.0.2",
-              "bundled": true,
+              "resolved": "https://registry.npmjs.org/string-width/-/string-width-1.0.2.tgz",
+              "integrity": "sha1-EYvfW4zcUaKn5w0hHgfisLmxB9M=",
               "dev": true,
               "requires": {
                 "code-point-at": "^1.0.0",
@@ -14780,7 +15276,8 @@
         },
         "widest-line": {
           "version": "2.0.0",
-          "bundled": true,
+          "resolved": "https://registry.npmjs.org/widest-line/-/widest-line-2.0.0.tgz",
+          "integrity": "sha1-AUKk6KJD+IgsAjOqDgKBqnYVInM=",
           "dev": true,
           "requires": {
             "string-width": "^2.1.1"
@@ -14788,7 +15285,8 @@
         },
         "worker-farm": {
           "version": "1.7.0",
-          "bundled": true,
+          "resolved": "https://registry.npmjs.org/worker-farm/-/worker-farm-1.7.0.tgz",
+          "integrity": "sha512-rvw3QTZc8lAxyVrqcSGVm5yP/IJ2UcB3U0graE3LCFoZ0Yn2x4EoVSqJKdB/T5M+FLcRPjz4TDacRf3OCfNUzw==",
           "dev": true,
           "requires": {
             "errno": "~0.1.7"
@@ -14796,7 +15294,8 @@
         },
         "wrap-ansi": {
           "version": "2.1.0",
-          "bundled": true,
+          "resolved": "https://registry.npmjs.org/wrap-ansi/-/wrap-ansi-2.1.0.tgz",
+          "integrity": "sha1-2Pw9KE3QV5T+hJc8rs3Rz4JP3YU=",
           "dev": true,
           "requires": {
             "string-width": "^1.0.1",
@@ -14805,7 +15304,8 @@
           "dependencies": {
             "string-width": {
               "version": "1.0.2",
-              "bundled": true,
+              "resolved": "https://registry.npmjs.org/string-width/-/string-width-1.0.2.tgz",
+              "integrity": "sha1-EYvfW4zcUaKn5w0hHgfisLmxB9M=",
               "dev": true,
               "requires": {
                 "code-point-at": "^1.0.0",
@@ -14817,12 +15317,14 @@
         },
         "wrappy": {
           "version": "1.0.2",
-          "bundled": true,
+          "resolved": "https://registry.npmjs.org/wrappy/-/wrappy-1.0.2.tgz",
+          "integrity": "sha1-tSQ9jz7BqjXxNkYFvA0QNuMKtp8=",
           "dev": true
         },
         "write-file-atomic": {
           "version": "2.4.3",
-          "bundled": true,
+          "resolved": "https://registry.npmjs.org/write-file-atomic/-/write-file-atomic-2.4.3.tgz",
+          "integrity": "sha512-GaETH5wwsX+GcnzhPgKcKjJ6M2Cq3/iZp1WyY/X1CSqrW+jVNM9Y7D8EC2sM4ZG/V8wZlSniJnCKWPmBYAucRQ==",
           "dev": true,
           "requires": {
             "graceful-fs": "^4.1.11",
@@ -14832,27 +15334,32 @@
         },
         "xdg-basedir": {
           "version": "3.0.0",
-          "bundled": true,
+          "resolved": "https://registry.npmjs.org/xdg-basedir/-/xdg-basedir-3.0.0.tgz",
+          "integrity": "sha1-SWsswQnsqNus/i3HK2A8F8WHCtQ=",
           "dev": true
         },
         "xtend": {
           "version": "4.0.1",
-          "bundled": true,
+          "resolved": "https://registry.npmjs.org/xtend/-/xtend-4.0.1.tgz",
+          "integrity": "sha1-pcbVMr5lbiPbgg77lDofBJmNY68=",
           "dev": true
         },
         "y18n": {
           "version": "4.0.0",
-          "bundled": true,
+          "resolved": "https://registry.npmjs.org/y18n/-/y18n-4.0.0.tgz",
+          "integrity": "sha512-r9S/ZyXu/Xu9q1tYlpsLIsa3EeLXXk0VwlxqTcFRfg9EhMW+17kbt9G0NrgCmhGb5vT2hyhJZLfDGx+7+5Uj/w==",
           "dev": true
         },
         "yallist": {
           "version": "3.0.3",
-          "bundled": true,
+          "resolved": "https://registry.npmjs.org/yallist/-/yallist-3.0.3.tgz",
+          "integrity": "sha512-S+Zk8DEWE6oKpV+vI3qWkaK+jSbIK86pCwe2IF/xwIpQ8jEuxpw9NyaGjmp9+BoJv5FV2piqCDcoCtStppiq2A==",
           "dev": true
         },
         "yargs": {
           "version": "11.0.0",
-          "bundled": true,
+          "resolved": "https://registry.npmjs.org/yargs/-/yargs-11.0.0.tgz",
+          "integrity": "sha512-Rjp+lMYQOWtgqojx1dEWorjCofi1YN7AoFvYV7b1gx/7dAAeuI4kN5SZiEvr0ZmsZTOpDRcCqrpI10L31tFkBw==",
           "dev": true,
           "requires": {
             "cliui": "^4.0.0",
@@ -14871,14 +15378,16 @@
           "dependencies": {
             "y18n": {
               "version": "3.2.1",
-              "bundled": true,
+              "resolved": "https://registry.npmjs.org/y18n/-/y18n-3.2.1.tgz",
+              "integrity": "sha1-bRX7qITAhnnA136I53WegR4H+kE=",
               "dev": true
             }
           }
         },
         "yargs-parser": {
           "version": "9.0.2",
-          "bundled": true,
+          "resolved": "https://registry.npmjs.org/yargs-parser/-/yargs-parser-9.0.2.tgz",
+          "integrity": "sha1-nM9qQ0YP5O1Aqbto9I1DuKaMwHc=",
           "dev": true,
           "requires": {
             "camelcase": "^4.1.0"
@@ -16164,6 +16673,12 @@
         "irregular-plurals": "^2.0.0"
       }
     },
+    "pluralize": {
+      "version": "8.0.0",
+      "resolved": "https://registry.npmjs.org/pluralize/-/pluralize-8.0.0.tgz",
+      "integrity": "sha512-Nc3IT5yHzflTfbjgqWcCPpo7DaKy4FnpB0l/zCAW0Tc7jxAiuqSxHasntB3D7887LSrA93kDJ9IXovxJYxyLCA==",
+      "dev": true
+    },
     "pn": {
       "version": "1.1.0",
       "resolved": "https://registry.npmjs.org/pn/-/pn-1.1.0.tgz",
@@ -17616,6 +18131,12 @@
       "integrity": "sha1-Q2CxfGETatOAeDl/8RQW4Ybc+7g=",
       "dev": true
     },
+    "quote": {
+      "version": "0.4.0",
+      "resolved": "https://registry.npmjs.org/quote/-/quote-0.4.0.tgz",
+      "integrity": "sha1-EIOSF/bBNiuJGUBE0psjP9fzLwE=",
+      "dev": true
+    },
     "ramda": {
       "version": "0.24.1",
       "resolved": "https://registry.npmjs.org/ramda/-/ramda-0.24.1.tgz",
@@ -19169,6 +19690,98 @@
         "is-fullwidth-code-point": "^2.0.0"
       }
     },
+    "snap-shot-compare": {
+      "version": "3.0.0",
+      "resolved": "https://registry.npmjs.org/snap-shot-compare/-/snap-shot-compare-3.0.0.tgz",
+      "integrity": "sha512-bdwNOAGuKwPU+qsn0ASxTv+QfkXU+3VmkcDOkt965tes+JQQc8d6SfoLiEiRVhCey4v+ip2IjNUSbZm5nnkI9g==",
+      "dev": true,
+      "requires": {
+        "check-more-types": "2.24.0",
+        "debug": "4.1.1",
+        "disparity": "3.0.0",
+        "folktale": "2.3.2",
+        "lazy-ass": "1.6.0",
+        "strip-ansi": "5.2.0",
+        "variable-diff": "1.1.0"
+      }
+    },
+    "snap-shot-core": {
+      "version": "10.2.0",
+      "resolved": "https://registry.npmjs.org/snap-shot-core/-/snap-shot-core-10.2.0.tgz",
+      "integrity": "sha512-FsP+Wd4SCA4bLSm3vi6OVgfmGQcAQkUhwy45zDjZDm/6dZ5SDIgP40ORHg7z6MgMAK2+fj2DmhW7SXyvMU55Vw==",
+      "dev": true,
+      "requires": {
+        "arg": "4.1.0",
+        "check-more-types": "2.24.0",
+        "common-tags": "1.8.0",
+        "debug": "4.1.1",
+        "escape-quotes": "1.0.2",
+        "folktale": "2.3.2",
+        "is-ci": "2.0.0",
+        "jsesc": "2.5.2",
+        "lazy-ass": "1.6.0",
+        "mkdirp": "0.5.1",
+        "pluralize": "8.0.0",
+        "quote": "0.4.0",
+        "ramda": "0.26.1"
+      },
+      "dependencies": {
+        "arg": {
+          "version": "4.1.0",
+          "resolved": "https://registry.npmjs.org/arg/-/arg-4.1.0.tgz",
+          "integrity": "sha512-ZWc51jO3qegGkVh8Hwpv636EkbesNV5ZNQPCtRa+0qytRYPEs9IYT9qITY9buezqUH5uqyzlWLcufrzU2rffdg==",
+          "dev": true
+        },
+        "ci-info": {
+          "version": "2.0.0",
+          "resolved": "https://registry.npmjs.org/ci-info/-/ci-info-2.0.0.tgz",
+          "integrity": "sha512-5tK7EtrZ0N+OLFMthtqOj4fI2Jeb88C4CAZPu25LDVUgXJ0A3Js4PMGqrn0JU1W0Mh1/Z8wZzYPxqUrXeBboCQ==",
+          "dev": true
+        },
+        "is-ci": {
+          "version": "2.0.0",
+          "resolved": "https://registry.npmjs.org/is-ci/-/is-ci-2.0.0.tgz",
+          "integrity": "sha512-YfJT7rkpQB0updsdHLGWrvhBJfcfzNNawYDNIyQXJz0IViGf75O8EBPKSdvw2rF+LGCsX4FZ8tcr3b19LcZq4w==",
+          "dev": true,
+          "requires": {
+            "ci-info": "^2.0.0"
+          }
+        },
+        "ramda": {
+          "version": "0.26.1",
+          "resolved": "https://registry.npmjs.org/ramda/-/ramda-0.26.1.tgz",
+          "integrity": "sha512-hLWjpy7EnsDBb0p+Z3B7rPi3GDeRG5ZtiI33kJhTt+ORCd38AbAIjB/9zRIUoeTbE/AVX5ZkU7m6bznsvrf8eQ==",
+          "dev": true
+        }
+      }
+    },
+    "snap-shot-it": {
+      "version": "7.9.1",
+      "resolved": "https://registry.npmjs.org/snap-shot-it/-/snap-shot-it-7.9.1.tgz",
+      "integrity": "sha512-whb2ikrl9VT7rDe6uAgFtR8bWoYTAaB1JSs3jYS2zsCpD65r2OOO36PhKprXpsxo23kqp5InO6qeCVhy6TITQA==",
+      "dev": true,
+      "requires": {
+        "@bahmutov/data-driven": "1.0.0",
+        "check-more-types": "2.24.0",
+        "common-tags": "1.8.0",
+        "debug": "4.1.1",
+        "has-only": "1.1.1",
+        "its-name": "1.0.0",
+        "lazy-ass": "1.6.0",
+        "pluralize": "8.0.0",
+        "ramda": "0.26.1",
+        "snap-shot-compare": "3.0.0",
+        "snap-shot-core": "10.2.0"
+      },
+      "dependencies": {
+        "ramda": {
+          "version": "0.26.1",
+          "resolved": "https://registry.npmjs.org/ramda/-/ramda-0.26.1.tgz",
+          "integrity": "sha512-hLWjpy7EnsDBb0p+Z3B7rPi3GDeRG5ZtiI33kJhTt+ORCd38AbAIjB/9zRIUoeTbE/AVX5ZkU7m6bznsvrf8eQ==",
+          "dev": true
+        }
+      }
+    },
     "snapdragon": {
       "version": "0.8.2",
       "resolved": "https://registry.npmjs.org/snapdragon/-/snapdragon-0.8.2.tgz",
@@ -20639,6 +21252,58 @@
         "spdx-expression-parse": "^3.0.0"
       }
     },
+    "variable-diff": {
+      "version": "1.1.0",
+      "resolved": "https://registry.npmjs.org/variable-diff/-/variable-diff-1.1.0.tgz",
+      "integrity": "sha1-0r1cZtt2wTh52W5qMG7cmJ35eNo=",
+      "dev": true,
+      "requires": {
+        "chalk": "^1.1.1",
+        "object-assign": "^4.0.1"
+      },
+      "dependencies": {
+        "ansi-regex": {
+          "version": "2.1.1",
+          "resolved": "https://registry.npmjs.org/ansi-regex/-/ansi-regex-2.1.1.tgz",
+          "integrity": "sha1-w7M6te42DYbg5ijwRorn7yfWVN8=",
+          "dev": true
+        },
+        "ansi-styles": {
+          "version": "2.2.1",
+          "resolved": "https://registry.npmjs.org/ansi-styles/-/ansi-styles-2.2.1.tgz",
+          "integrity": "sha1-tDLdM1i2NM914eRmQ2gkBTPB3b4=",
+          "dev": true
+        },
+        "chalk": {
+          "version": "1.1.3",
+          "resolved": "https://registry.npmjs.org/chalk/-/chalk-1.1.3.tgz",
+          "integrity": "sha1-qBFcVeSnAv5NFQq9OHKCKn4J/Jg=",
+          "dev": true,
+          "requires": {
+            "ansi-styles": "^2.2.1",
+            "escape-string-regexp": "^1.0.2",
+            "has-ansi": "^2.0.0",
+            "strip-ansi": "^3.0.0",
+            "supports-color": "^2.0.0"
+          }
+        },
+        "strip-ansi": {
+          "version": "3.0.1",
+          "resolved": "https://registry.npmjs.org/strip-ansi/-/strip-ansi-3.0.1.tgz",
+          "integrity": "sha1-ajhfuIU9lS1f8F0Oiq+UJ43GPc8=",
+          "dev": true,
+          "requires": {
+            "ansi-regex": "^2.0.0"
+          }
+        },
+        "supports-color": {
+          "version": "2.0.0",
+          "resolved": "https://registry.npmjs.org/supports-color/-/supports-color-2.0.0.tgz",
+          "integrity": "sha1-U10EXOa2Nj+kARcIRimZXp3zJMc=",
+          "dev": true
+        }
+      }
+    },
     "vary": {
       "version": "1.1.2",
       "resolved": "https://registry.npmjs.org/vary/-/vary-1.1.2.tgz",
diff --git a/package.json b/package.json
index 917fb3cba5..fb2cd0261c 100644
--- a/package.json
+++ b/package.json
@@ -70,6 +70,12 @@
     "clean": "rimraf \"declarations\" \"dist\" \"examples/index.html\" \"examples/thumbnails\" \"peer\" \"standalone\" \"styles\" \"vis-network*\" \"cypress/{fixtures,integration,pages,support}/**/*.js{,.map}\"",
     "postinstall": "opencollective postinstall || exit 0"
   },
+  "config": {
+    "snap-shot-it": {
+      "sortSnapshots": true,
+      "useRelativePath": true
+    }
+  },
   "peerDependencies": {
     "keycharm": "^0.2.0",
     "moment": "^2.24.0",
@@ -128,6 +134,7 @@
     "semantic-release": "16.0.0",
     "serve": "11.2.0",
     "sinon": "8.1.0",
+    "snap-shot-it": "^7.9.1",
     "start-server-and-test": "1.10.6",
     "timsort": "0.3.0",
     "typescript": "3.7.2",
diff --git a/test/snapshots.test.ts b/test/snapshots.test.ts
new file mode 100644
index 0000000000..16884b9047
--- /dev/null
+++ b/test/snapshots.test.ts
@@ -0,0 +1,200 @@
+/* Note: These tests may be a bit fragile. Changes were made in the library to
+ * ensure they pass everywhere but in case you checkout the repo, npm cit and
+ * the tests don't pass use the following link to open an issue, thanks.
+ * <https://github.com/visjs/vis-network/issues/new?title=Pinning%20tests%20fail%20in%20my%20environment&body=The%20pinning%20tests%20fail%20for%20no%20reason.%0A%0A%23%23%23%20Environment%0A-%20Operating%20system%3A%20e.g.%20%60Windows%2010%20build%2017134.1184%60%20%20or%20%60Arch%20Linux%20up%20to%20date%20to%202020%2F01%2F13%60%0A-%20Interpreter%3A%20e.g.%20%60Node%2013.7.1%60%0A%0A%23%23%23%20Interesting%20part%20of%20%60npm%20test%60%20output%0A%60%60%60%0A%0A%60%60%60%0A%0A%23%23%23%20Additional%20info%0AIf%20you%20have%20something%20that%20might%20help%20debug%20this%20issue%20place%20it%20here%2C%20if%20not%20no%20problem%20simply%20delete%20this.>
+ */
+
+import Network from "../lib/network/Network";
+import canvasMockify from "./canvas-mock";
+import snapshot from "snap-shot-it";
+
+const optionsConfigs = [
+  {
+    name: "defaults",
+    options: {}
+  },
+  {
+    name: "Barnes Hut defaults",
+    options: { physics: { solver: "barnesHut" } }
+  },
+  {
+    name: "Force Atlas 2 defaults",
+    options: { physics: { solver: "forceAtlas2Based" } }
+  },
+  {
+    name: "Repulstion defaults",
+    options: { physics: { solver: "repulsion" } }
+  }
+];
+
+const dataconfigs = [
+  {
+    name: "2 disconnected nodes",
+    data: { nodes: [{ id: 1 }, { id: 2 }], edges: [] }
+  },
+  {
+    name: "2 connected nodes",
+    data: { nodes: [{ id: 1 }, { id: 2 }], edges: [{ from: 1, to: 2 }] }
+  },
+  {
+    name: "2 doubly connected nodes",
+    data: {
+      nodes: [{ id: 1 }, { id: 2 }],
+      edges: [
+        { from: 1, to: 2 },
+        { from: 1, to: 2 }
+      ]
+    }
+  },
+  {
+    name: "6 node star",
+    data: {
+      nodes: [{ id: 1 }, { id: 2 }, { id: 3 }, { id: 4 }, { id: 5 }, { id: 6 }],
+      edges: [
+        { from: 1, to: 2 },
+        { from: 1, to: 3 },
+        { from: 1, to: 4 },
+        { from: 1, to: 5 },
+        { from: 1, to: 6 }
+      ]
+    }
+  },
+  {
+    name: "6 node circle",
+    data: {
+      nodes: [{ id: 1 }, { id: 2 }, { id: 3 }, { id: 4 }, { id: 5 }, { id: 6 }],
+      edges: [
+        { from: 1, to: 2 },
+        { from: 2, to: 3 },
+        { from: 3, to: 4 },
+        { from: 4, to: 5 },
+        { from: 5, to: 6 },
+        { from: 6, to: 1 }
+      ]
+    }
+  },
+  {
+    name: "6 node complete graph",
+    data: {
+      nodes: [{ id: 1 }, { id: 2 }, { id: 3 }, { id: 4 }, { id: 5 }, { id: 6 }],
+      edges: [
+        { from: 1, to: 2 },
+        { from: 1, to: 3 },
+        { from: 1, to: 4 },
+        { from: 1, to: 5 },
+        { from: 1, to: 6 },
+        { from: 2, to: 1 },
+        { from: 2, to: 3 },
+        { from: 2, to: 4 },
+        { from: 2, to: 5 },
+        { from: 2, to: 6 },
+        { from: 3, to: 1 },
+        { from: 3, to: 2 },
+        { from: 3, to: 4 },
+        { from: 3, to: 5 },
+        { from: 3, to: 6 },
+        { from: 4, to: 1 },
+        { from: 4, to: 2 },
+        { from: 4, to: 3 },
+        { from: 4, to: 5 },
+        { from: 4, to: 6 },
+        { from: 5, to: 1 },
+        { from: 5, to: 2 },
+        { from: 5, to: 3 },
+        { from: 5, to: 4 },
+        { from: 5, to: 6 },
+        { from: 6, to: 1 },
+        { from: 6, to: 2 },
+        { from: 6, to: 3 },
+        { from: 6, to: 4 },
+        { from: 6, to: 5 }
+      ]
+    }
+  },
+  {
+    name: "binary tree",
+    data: {
+      nodes: [
+        { id: 1 },
+        { id: 2 },
+        { id: 3 },
+        { id: 4 },
+        { id: 5 },
+        { id: 6 },
+        { id: 7 },
+        { id: 8 },
+        { id: 9 },
+        { id: 10 },
+        { id: 11 },
+        { id: 12 },
+        { id: 13 },
+        { id: 14 },
+        { id: 15 },
+        { id: 16 },
+        { id: 17 },
+        { id: 18 },
+        { id: 19 }
+      ],
+      edges: [
+        { from: 1, to: 2 },
+        { from: 1, to: 3 },
+        { from: 2, to: 4 },
+        { from: 2, to: 5 },
+        { from: 3, to: 6 },
+        { from: 3, to: 7 },
+        { from: 4, to: 8 },
+        { from: 4, to: 9 },
+        { from: 5, to: 10 },
+        { from: 5, to: 11 },
+        { from: 6, to: 12 },
+        { from: 6, to: 13 },
+        { from: 7, to: 14 },
+        { from: 7, to: 15 },
+        { from: 8, to: 16 },
+        { from: 8, to: 17 },
+        { from: 9, to: 18 },
+        { from: 9, to: 19 }
+      ]
+    }
+  }
+];
+
+describe("Physics snapshots", function(): void {
+  beforeEach(function() {
+    this.clearJSDOM = canvasMockify("<div id='mynetwork'></div>");
+    this.container = document.getElementById("mynetwork");
+  });
+
+  afterEach(function() {
+    this.clearJSDOM();
+
+    delete this.clearJSDOM;
+    delete this.container;
+  });
+
+  for (const { name: optionsName, options } of optionsConfigs) {
+    describe(optionsName, function(): void {
+      for (const { name: dataName, data } of dataconfigs) {
+        it(dataName, async function(): Promise<void> {
+          const optionsWithSeed = {
+            ...options,
+            layout: {
+              ...((options as any).layout || {}),
+              // Set the seed to always get the same layout.
+              randomSeed: 159
+            }
+          };
+
+          const network = new Network(this.container, data, optionsWithSeed);
+
+          // Wait for the physics to stabilize.
+          await new Promise((resolve): void => {
+            network.on("stabilized", resolve);
+          });
+
+          snapshot(network.getPositions());
+        });
+      }
+    });
+  }
+});