From 50ec5d8ef54c47f63e9473df55ce8b80a788a725 Mon Sep 17 00:00:00 2001
From: Aaron <yangtao.yangtao@antgroup.com>
Date: Thu, 11 Apr 2024 14:20:03 +0800
Subject: [PATCH] refactor: adapt new d3 force and d3 force 3d layout (#5635)

* feat(palettes): add tableau palette

* refactor(runtime): remove presetLayout, adapt new force layout

* feat(behaviors): support drag element force behaviors

* feat: adapt d3 force layout

* test: remove webgl dependencies
---
 .../__tests__/dataset/force-3d.json           | 1838 +++++++++++++++++
 .../g6-extension-3d/__tests__/demos/index.ts  |    1 +
 .../__tests__/demos/layout-d3-force-3d.ts     |   58 +
 packages/g6/__tests__/demos/index.ts          |    2 +
 .../g6/__tests__/demos/layout-d3-force.ts     |    3 +
 .../__tests__/demos/layout-force-collision.ts |   92 +
 .../__tests__/demos/layout-force-lattice.ts   |   48 +
 .../behaviors/drag-canvas/default.svg         |  308 +--
 .../behaviors/hover-element/1-degree-edge.svg |  314 +--
 .../behaviors/hover-element/1-degree-node.svg |  392 ++--
 .../behaviors/hover-element/2-degree-edge.svg |  392 ++--
 .../behaviors/hover-element/2-degree-node.svg |  518 ++---
 .../hover-element/after-hover-out.svg         |  308 +--
 .../behaviors/hover-element/after-hover.svg   |  308 +--
 .../behaviors/hover-element/default.svg       |  308 +--
 .../behaviors/hover-element/state.svg         |  308 +--
 .../behaviors/zoom-canvas/default.svg         |  308 +--
 .../layouts/d3-force-collision/default.svg    | 1011 +++++++++
 .../layouts/d3-force-lattice/default.svg      | 1772 ++++++++++++++++
 .../snapshots/layouts/d3-force/default.svg    |  100 +-
 .../snapshots/plugins/legend/click-again.svg  |  308 +--
 .../snapshots/plugins/legend/click.svg        |  308 +--
 .../snapshots/plugins/legend/mouseenter.svg   |  308 +--
 .../snapshots/plugins/legend/mouseleave.svg   |  308 +--
 .../snapshots/plugins/legend/normal.svg       |  308 +--
 .../runtime/graph/graph/after-layout.svg      |    8 +-
 .../runtime/graph/graph/after-rotate-90.svg   |    8 +-
 .../graph/graph/after-translate-node-1.svg    |    8 +-
 .../runtime/graph/graph/after-translate.svg   |    8 +-
 .../runtime/graph/graph/after-zoom-2.svg      |    8 +-
 .../runtime/graph/graph/before-draw.svg       |  308 +--
 .../unit/layouts/d3-force-collision.spec.ts   |   20 +
 .../unit/layouts/d3-force-lattice.spec.ts     |   13 +
 packages/g6/__tests__/utils/create.ts         |   10 +-
 packages/g6/package.json                      |    5 +-
 .../g6/src/behaviors/drag-element-force.ts    |   70 +
 packages/g6/src/behaviors/drag-element.ts     |   42 +-
 packages/g6/src/behaviors/index.ts            |    2 +
 packages/g6/src/layouts/index.ts              |    1 +
 packages/g6/src/layouts/types.ts              |   12 +-
 packages/g6/src/palettes/index.ts             |   13 +
 packages/g6/src/registry/build-in.ts          |    7 +-
 packages/g6/src/runtime/layout.ts             |  123 +-
 43 files changed, 7756 insertions(+), 2839 deletions(-)
 create mode 100644 packages/g6-extension-3d/__tests__/dataset/force-3d.json
 create mode 100644 packages/g6-extension-3d/__tests__/demos/layout-d3-force-3d.ts
 create mode 100644 packages/g6/__tests__/demos/layout-force-collision.ts
 create mode 100644 packages/g6/__tests__/demos/layout-force-lattice.ts
 create mode 100644 packages/g6/__tests__/snapshots/layouts/d3-force-collision/default.svg
 create mode 100644 packages/g6/__tests__/snapshots/layouts/d3-force-lattice/default.svg
 create mode 100644 packages/g6/__tests__/unit/layouts/d3-force-collision.spec.ts
 create mode 100644 packages/g6/__tests__/unit/layouts/d3-force-lattice.spec.ts
 create mode 100644 packages/g6/src/behaviors/drag-element-force.ts

diff --git a/packages/g6-extension-3d/__tests__/dataset/force-3d.json b/packages/g6-extension-3d/__tests__/dataset/force-3d.json
new file mode 100644
index 0000000000..3572b89f85
--- /dev/null
+++ b/packages/g6-extension-3d/__tests__/dataset/force-3d.json
@@ -0,0 +1,1838 @@
+{
+  "nodes": [
+    {
+      "id": "Myriel",
+      "data": { "group": 1 }
+    },
+    {
+      "id": "Napoleon",
+      "data": { "group": 1 }
+    },
+    {
+      "id": "Mlle.Baptistine",
+      "data": { "group": 1 }
+    },
+    {
+      "id": "Mme.Magloire",
+      "data": { "group": 1 }
+    },
+    {
+      "id": "CountessdeLo",
+      "data": { "group": 1 }
+    },
+    {
+      "id": "Geborand",
+      "data": { "group": 1 }
+    },
+    {
+      "id": "Champtercier",
+      "data": { "group": 1 }
+    },
+    {
+      "id": "Cravatte",
+      "data": { "group": 1 }
+    },
+    {
+      "id": "Count",
+      "data": { "group": 1 }
+    },
+    {
+      "id": "OldMan",
+      "data": { "group": 1 }
+    },
+    {
+      "id": "Labarre",
+      "data": { "group": 2 }
+    },
+    {
+      "id": "Valjean",
+      "data": { "group": 2 }
+    },
+    {
+      "id": "Marguerite",
+      "data": { "group": 3 }
+    },
+    {
+      "id": "Mme.deR",
+      "data": { "group": 2 }
+    },
+    {
+      "id": "Isabeau",
+      "data": { "group": 2 }
+    },
+    {
+      "id": "Gervais",
+      "data": { "group": 2 }
+    },
+    {
+      "id": "Tholomyes",
+      "data": { "group": 3 }
+    },
+    {
+      "id": "Listolier",
+      "data": { "group": 3 }
+    },
+    {
+      "id": "Fameuil",
+      "data": { "group": 3 }
+    },
+    {
+      "id": "Blacheville",
+      "data": { "group": 3 }
+    },
+    {
+      "id": "Favourite",
+      "data": { "group": 3 }
+    },
+    {
+      "id": "Dahlia",
+      "data": { "group": 3 }
+    },
+    {
+      "id": "Zephine",
+      "data": { "group": 3 }
+    },
+    {
+      "id": "Fantine",
+      "data": { "group": 3 }
+    },
+    {
+      "id": "Mme.Thenardier",
+      "data": { "group": 4 }
+    },
+    {
+      "id": "Thenardier",
+      "data": { "group": 4 }
+    },
+    {
+      "id": "Cosette",
+      "data": { "group": 5 }
+    },
+    {
+      "id": "Javert",
+      "data": { "group": 4 }
+    },
+    {
+      "id": "Fauchelevent",
+      "data": { "group": 0 }
+    },
+    {
+      "id": "Bamatabois",
+      "data": { "group": 2 }
+    },
+    {
+      "id": "Perpetue",
+      "data": { "group": 3 }
+    },
+    {
+      "id": "Simplice",
+      "data": { "group": 2 }
+    },
+    {
+      "id": "Scaufflaire",
+      "data": { "group": 2 }
+    },
+    {
+      "id": "Woman1",
+      "data": { "group": 2 }
+    },
+    {
+      "id": "Judge",
+      "data": { "group": 2 }
+    },
+    {
+      "id": "Champmathieu",
+      "data": { "group": 2 }
+    },
+    {
+      "id": "Brevet",
+      "data": { "group": 2 }
+    },
+    {
+      "id": "Chenildieu",
+      "data": { "group": 2 }
+    },
+    {
+      "id": "Cochepaille",
+      "data": { "group": 2 }
+    },
+    {
+      "id": "Pontmercy",
+      "data": { "group": 4 }
+    },
+    {
+      "id": "Boulatruelle",
+      "data": { "group": 6 }
+    },
+    {
+      "id": "Eponine",
+      "data": { "group": 4 }
+    },
+    {
+      "id": "Anzelma",
+      "data": { "group": 4 }
+    },
+    {
+      "id": "Woman2",
+      "data": { "group": 5 }
+    },
+    {
+      "id": "MotherInnocent",
+      "data": { "group": 0 }
+    },
+    {
+      "id": "Gribier",
+      "data": { "group": 0 }
+    },
+    {
+      "id": "Jondrette",
+      "data": { "group": 7 }
+    },
+    {
+      "id": "Mme.Burgon",
+      "data": { "group": 7 }
+    },
+    {
+      "id": "Gavroche",
+      "data": { "group": 8 }
+    },
+    {
+      "id": "Gillenormand",
+      "data": { "group": 5 }
+    },
+    {
+      "id": "Magnon",
+      "data": { "group": 5 }
+    },
+    {
+      "id": "Mlle.Gillenormand",
+      "data": { "group": 5 }
+    },
+    {
+      "id": "Mme.Pontmercy",
+      "data": { "group": 5 }
+    },
+    {
+      "id": "Mlle.Vaubois",
+      "data": { "group": 5 }
+    },
+    {
+      "id": "Lt.Gillenormand",
+      "data": { "group": 5 }
+    },
+    {
+      "id": "Marius",
+      "data": { "group": 8 }
+    },
+    {
+      "id": "BaronessT",
+      "data": { "group": 5 }
+    },
+    {
+      "id": "Mabeuf",
+      "data": { "group": 8 }
+    },
+    {
+      "id": "Enjolras",
+      "data": { "group": 8 }
+    },
+    {
+      "id": "Combeferre",
+      "data": { "group": 8 }
+    },
+    {
+      "id": "Prouvaire",
+      "data": { "group": 8 }
+    },
+    {
+      "id": "Feuilly",
+      "data": { "group": 8 }
+    },
+    {
+      "id": "Courfeyrac",
+      "data": { "group": 8 }
+    },
+    {
+      "id": "Bahorel",
+      "data": { "group": 8 }
+    },
+    {
+      "id": "Bossuet",
+      "data": { "group": 8 }
+    },
+    {
+      "id": "Joly",
+      "data": { "group": 8 }
+    },
+    {
+      "id": "Grantaire",
+      "data": { "group": 8 }
+    },
+    {
+      "id": "MotherPlutarch",
+      "data": { "group": 9 }
+    },
+    {
+      "id": "Gueulemer",
+      "data": { "group": 4 }
+    },
+    {
+      "id": "Babet",
+      "data": { "group": 4 }
+    },
+    {
+      "id": "Claquesous",
+      "data": { "group": 4 }
+    },
+    {
+      "id": "Montparnasse",
+      "data": { "group": 4 }
+    },
+    {
+      "id": "Toussaint",
+      "data": { "group": 5 }
+    },
+    {
+      "id": "Child1",
+      "data": { "group": 10 }
+    },
+    {
+      "id": "Child2",
+      "data": { "group": 10 }
+    },
+    {
+      "id": "Brujon",
+      "data": { "group": 4 }
+    },
+    {
+      "id": "Mme.Hucheloup",
+      "data": { "group": 8 }
+    }
+  ],
+  "edges": [
+    {
+      "id": "Napoleon-Myriel",
+      "source": "Napoleon",
+      "target": "Myriel",
+      "data": { "value": 1 }
+    },
+    {
+      "id": "Mlle.Baptistine-Myriel",
+      "source": "Mlle.Baptistine",
+      "target": "Myriel",
+      "data": { "value": 8 }
+    },
+    {
+      "id": "Mme.Magloire-Myriel",
+      "source": "Mme.Magloire",
+      "target": "Myriel",
+      "data": { "value": 10 }
+    },
+    {
+      "id": "Mme.Magloire-Mlle.Baptistine",
+      "source": "Mme.Magloire",
+      "target": "Mlle.Baptistine",
+      "data": { "value": 6 }
+    },
+    {
+      "id": "CountessdeLo-Myriel",
+      "source": "CountessdeLo",
+      "target": "Myriel",
+      "data": { "value": 1 }
+    },
+    {
+      "id": "Geborand-Myriel",
+      "source": "Geborand",
+      "target": "Myriel",
+      "data": { "value": 1 }
+    },
+    {
+      "id": "Champtercier-Myriel",
+      "source": "Champtercier",
+      "target": "Myriel",
+      "data": { "value": 1 }
+    },
+    {
+      "id": "Cravatte-Myriel",
+      "source": "Cravatte",
+      "target": "Myriel",
+      "data": { "value": 1 }
+    },
+    {
+      "id": "Count-Myriel",
+      "source": "Count",
+      "target": "Myriel",
+      "data": { "value": 2 }
+    },
+    {
+      "id": "OldMan-Myriel",
+      "source": "OldMan",
+      "target": "Myriel",
+      "data": { "value": 1 }
+    },
+    {
+      "id": "Valjean-Labarre",
+      "source": "Valjean",
+      "target": "Labarre",
+      "data": { "value": 1 }
+    },
+    {
+      "id": "Valjean-Mme.Magloire",
+      "source": "Valjean",
+      "target": "Mme.Magloire",
+      "data": { "value": 3 }
+    },
+    {
+      "id": "Valjean-Mlle.Baptistine",
+      "source": "Valjean",
+      "target": "Mlle.Baptistine",
+      "data": { "value": 3 }
+    },
+    {
+      "id": "Valjean-Myriel",
+      "source": "Valjean",
+      "target": "Myriel",
+      "data": { "value": 5 }
+    },
+    {
+      "id": "Marguerite-Valjean",
+      "source": "Marguerite",
+      "target": "Valjean",
+      "data": { "value": 1 }
+    },
+    {
+      "id": "Mme.deR-Valjean",
+      "source": "Mme.deR",
+      "target": "Valjean",
+      "data": { "value": 1 }
+    },
+    {
+      "id": "Isabeau-Valjean",
+      "source": "Isabeau",
+      "target": "Valjean",
+      "data": { "value": 1 }
+    },
+    {
+      "id": "Gervais-Valjean",
+      "source": "Gervais",
+      "target": "Valjean",
+      "data": { "value": 1 }
+    },
+    {
+      "id": "Listolier-Tholomyes",
+      "source": "Listolier",
+      "target": "Tholomyes",
+      "data": { "value": 4 }
+    },
+    {
+      "id": "Fameuil-Tholomyes",
+      "source": "Fameuil",
+      "target": "Tholomyes",
+      "data": { "value": 4 }
+    },
+    {
+      "id": "Fameuil-Listolier",
+      "source": "Fameuil",
+      "target": "Listolier",
+      "data": { "value": 4 }
+    },
+    {
+      "id": "Blacheville-Tholomyes",
+      "source": "Blacheville",
+      "target": "Tholomyes",
+      "data": { "value": 4 }
+    },
+    {
+      "id": "Blacheville-Listolier",
+      "source": "Blacheville",
+      "target": "Listolier",
+      "data": { "value": 4 }
+    },
+    {
+      "id": "Blacheville-Fameuil",
+      "source": "Blacheville",
+      "target": "Fameuil",
+      "data": { "value": 4 }
+    },
+    {
+      "id": "Favourite-Tholomyes",
+      "source": "Favourite",
+      "target": "Tholomyes",
+      "data": { "value": 3 }
+    },
+    {
+      "id": "Favourite-Listolier",
+      "source": "Favourite",
+      "target": "Listolier",
+      "data": { "value": 3 }
+    },
+    {
+      "id": "Favourite-Fameuil",
+      "source": "Favourite",
+      "target": "Fameuil",
+      "data": { "value": 3 }
+    },
+    {
+      "id": "Favourite-Blacheville",
+      "source": "Favourite",
+      "target": "Blacheville",
+      "data": { "value": 4 }
+    },
+    {
+      "id": "Dahlia-Tholomyes",
+      "source": "Dahlia",
+      "target": "Tholomyes",
+      "data": { "value": 3 }
+    },
+    {
+      "id": "Dahlia-Listolier",
+      "source": "Dahlia",
+      "target": "Listolier",
+      "data": { "value": 3 }
+    },
+    {
+      "id": "Dahlia-Fameuil",
+      "source": "Dahlia",
+      "target": "Fameuil",
+      "data": { "value": 3 }
+    },
+    {
+      "id": "Dahlia-Blacheville",
+      "source": "Dahlia",
+      "target": "Blacheville",
+      "data": { "value": 3 }
+    },
+    {
+      "id": "Dahlia-Favourite",
+      "source": "Dahlia",
+      "target": "Favourite",
+      "data": { "value": 5 }
+    },
+    {
+      "id": "Zephine-Tholomyes",
+      "source": "Zephine",
+      "target": "Tholomyes",
+      "data": { "value": 3 }
+    },
+    {
+      "id": "Zephine-Listolier",
+      "source": "Zephine",
+      "target": "Listolier",
+      "data": { "value": 3 }
+    },
+    {
+      "id": "Zephine-Fameuil",
+      "source": "Zephine",
+      "target": "Fameuil",
+      "data": { "value": 3 }
+    },
+    {
+      "id": "Zephine-Blacheville",
+      "source": "Zephine",
+      "target": "Blacheville",
+      "data": { "value": 3 }
+    },
+    {
+      "id": "Zephine-Favourite",
+      "source": "Zephine",
+      "target": "Favourite",
+      "data": { "value": 4 }
+    },
+    {
+      "id": "Zephine-Dahlia",
+      "source": "Zephine",
+      "target": "Dahlia",
+      "data": { "value": 4 }
+    },
+    {
+      "id": "Fantine-Tholomyes",
+      "source": "Fantine",
+      "target": "Tholomyes",
+      "data": { "value": 3 }
+    },
+    {
+      "id": "Fantine-Listolier",
+      "source": "Fantine",
+      "target": "Listolier",
+      "data": { "value": 3 }
+    },
+    {
+      "id": "Fantine-Fameuil",
+      "source": "Fantine",
+      "target": "Fameuil",
+      "data": { "value": 3 }
+    },
+    {
+      "id": "Fantine-Blacheville",
+      "source": "Fantine",
+      "target": "Blacheville",
+      "data": { "value": 3 }
+    },
+    {
+      "id": "Fantine-Favourite",
+      "source": "Fantine",
+      "target": "Favourite",
+      "data": { "value": 4 }
+    },
+    {
+      "id": "Fantine-Dahlia",
+      "source": "Fantine",
+      "target": "Dahlia",
+      "data": { "value": 4 }
+    },
+    {
+      "id": "Fantine-Zephine",
+      "source": "Fantine",
+      "target": "Zephine",
+      "data": { "value": 4 }
+    },
+    {
+      "id": "Fantine-Marguerite",
+      "source": "Fantine",
+      "target": "Marguerite",
+      "data": { "value": 2 }
+    },
+    {
+      "id": "Fantine-Valjean",
+      "source": "Fantine",
+      "target": "Valjean",
+      "data": { "value": 9 }
+    },
+    {
+      "id": "Mme.Thenardier-Fantine",
+      "source": "Mme.Thenardier",
+      "target": "Fantine",
+      "data": { "value": 2 }
+    },
+    {
+      "id": "Mme.Thenardier-Valjean",
+      "source": "Mme.Thenardier",
+      "target": "Valjean",
+      "data": { "value": 7 }
+    },
+    {
+      "id": "Thenardier-Mme.Thenardier",
+      "source": "Thenardier",
+      "target": "Mme.Thenardier",
+      "data": { "value": 13 }
+    },
+    {
+      "id": "Thenardier-Fantine",
+      "source": "Thenardier",
+      "target": "Fantine",
+      "data": { "value": 1 }
+    },
+    {
+      "id": "Thenardier-Valjean",
+      "source": "Thenardier",
+      "target": "Valjean",
+      "data": { "value": 12 }
+    },
+    {
+      "id": "Cosette-Mme.Thenardier",
+      "source": "Cosette",
+      "target": "Mme.Thenardier",
+      "data": { "value": 4 }
+    },
+    {
+      "id": "Cosette-Valjean",
+      "source": "Cosette",
+      "target": "Valjean",
+      "data": { "value": 31 }
+    },
+    {
+      "id": "Cosette-Tholomyes",
+      "source": "Cosette",
+      "target": "Tholomyes",
+      "data": { "value": 1 }
+    },
+    {
+      "id": "Cosette-Thenardier",
+      "source": "Cosette",
+      "target": "Thenardier",
+      "data": { "value": 1 }
+    },
+    {
+      "id": "Javert-Valjean",
+      "source": "Javert",
+      "target": "Valjean",
+      "data": { "value": 17 }
+    },
+    {
+      "id": "Javert-Fantine",
+      "source": "Javert",
+      "target": "Fantine",
+      "data": { "value": 5 }
+    },
+    {
+      "id": "Javert-Thenardier",
+      "source": "Javert",
+      "target": "Thenardier",
+      "data": { "value": 5 }
+    },
+    {
+      "id": "Javert-Mme.Thenardier",
+      "source": "Javert",
+      "target": "Mme.Thenardier",
+      "data": { "value": 1 }
+    },
+    {
+      "id": "Javert-Cosette",
+      "source": "Javert",
+      "target": "Cosette",
+      "data": { "value": 1 }
+    },
+    {
+      "id": "Fauchelevent-Valjean",
+      "source": "Fauchelevent",
+      "target": "Valjean",
+      "data": { "value": 8 }
+    },
+    {
+      "id": "Fauchelevent-Javert",
+      "source": "Fauchelevent",
+      "target": "Javert",
+      "data": { "value": 1 }
+    },
+    {
+      "id": "Bamatabois-Fantine",
+      "source": "Bamatabois",
+      "target": "Fantine",
+      "data": { "value": 1 }
+    },
+    {
+      "id": "Bamatabois-Javert",
+      "source": "Bamatabois",
+      "target": "Javert",
+      "data": { "value": 1 }
+    },
+    {
+      "id": "Bamatabois-Valjean",
+      "source": "Bamatabois",
+      "target": "Valjean",
+      "data": { "value": 2 }
+    },
+    {
+      "id": "Perpetue-Fantine",
+      "source": "Perpetue",
+      "target": "Fantine",
+      "data": { "value": 1 }
+    },
+    {
+      "id": "Simplice-Perpetue",
+      "source": "Simplice",
+      "target": "Perpetue",
+      "data": { "value": 2 }
+    },
+    {
+      "id": "Simplice-Valjean",
+      "source": "Simplice",
+      "target": "Valjean",
+      "data": { "value": 3 }
+    },
+    {
+      "id": "Simplice-Fantine",
+      "source": "Simplice",
+      "target": "Fantine",
+      "data": { "value": 2 }
+    },
+    {
+      "id": "Simplice-Javert",
+      "source": "Simplice",
+      "target": "Javert",
+      "data": { "value": 1 }
+    },
+    {
+      "id": "Scaufflaire-Valjean",
+      "source": "Scaufflaire",
+      "target": "Valjean",
+      "data": { "value": 1 }
+    },
+    {
+      "id": "Woman1-Valjean",
+      "source": "Woman1",
+      "target": "Valjean",
+      "data": { "value": 2 }
+    },
+    {
+      "id": "Woman1-Javert",
+      "source": "Woman1",
+      "target": "Javert",
+      "data": { "value": 1 }
+    },
+    {
+      "id": "Judge-Valjean",
+      "source": "Judge",
+      "target": "Valjean",
+      "data": { "value": 3 }
+    },
+    {
+      "id": "Judge-Bamatabois",
+      "source": "Judge",
+      "target": "Bamatabois",
+      "data": { "value": 2 }
+    },
+    {
+      "id": "Champmathieu-Valjean",
+      "source": "Champmathieu",
+      "target": "Valjean",
+      "data": { "value": 3 }
+    },
+    {
+      "id": "Champmathieu-Judge",
+      "source": "Champmathieu",
+      "target": "Judge",
+      "data": { "value": 3 }
+    },
+    {
+      "id": "Champmathieu-Bamatabois",
+      "source": "Champmathieu",
+      "target": "Bamatabois",
+      "data": { "value": 2 }
+    },
+    {
+      "id": "Brevet-Judge",
+      "source": "Brevet",
+      "target": "Judge",
+      "data": { "value": 2 }
+    },
+    {
+      "id": "Brevet-Champmathieu",
+      "source": "Brevet",
+      "target": "Champmathieu",
+      "data": { "value": 2 }
+    },
+    {
+      "id": "Brevet-Valjean",
+      "source": "Brevet",
+      "target": "Valjean",
+      "data": { "value": 2 }
+    },
+    {
+      "id": "Brevet-Bamatabois",
+      "source": "Brevet",
+      "target": "Bamatabois",
+      "data": { "value": 1 }
+    },
+    {
+      "id": "Chenildieu-Judge",
+      "source": "Chenildieu",
+      "target": "Judge",
+      "data": { "value": 2 }
+    },
+    {
+      "id": "Chenildieu-Champmathieu",
+      "source": "Chenildieu",
+      "target": "Champmathieu",
+      "data": { "value": 2 }
+    },
+    {
+      "id": "Chenildieu-Brevet",
+      "source": "Chenildieu",
+      "target": "Brevet",
+      "data": { "value": 2 }
+    },
+    {
+      "id": "Chenildieu-Valjean",
+      "source": "Chenildieu",
+      "target": "Valjean",
+      "data": { "value": 2 }
+    },
+    {
+      "id": "Chenildieu-Bamatabois",
+      "source": "Chenildieu",
+      "target": "Bamatabois",
+      "data": { "value": 1 }
+    },
+    {
+      "id": "Cochepaille-Judge",
+      "source": "Cochepaille",
+      "target": "Judge",
+      "data": { "value": 2 }
+    },
+    {
+      "id": "Cochepaille-Champmathieu",
+      "source": "Cochepaille",
+      "target": "Champmathieu",
+      "data": { "value": 2 }
+    },
+    {
+      "id": "Cochepaille-Brevet",
+      "source": "Cochepaille",
+      "target": "Brevet",
+      "data": { "value": 2 }
+    },
+    {
+      "id": "Cochepaille-Chenildieu",
+      "source": "Cochepaille",
+      "target": "Chenildieu",
+      "data": { "value": 2 }
+    },
+    {
+      "id": "Cochepaille-Valjean",
+      "source": "Cochepaille",
+      "target": "Valjean",
+      "data": { "value": 2 }
+    },
+    {
+      "id": "Cochepaille-Bamatabois",
+      "source": "Cochepaille",
+      "target": "Bamatabois",
+      "data": { "value": 1 }
+    },
+    {
+      "id": "Pontmercy-Thenardier",
+      "source": "Pontmercy",
+      "target": "Thenardier",
+      "data": { "value": 1 }
+    },
+    {
+      "id": "Boulatruelle-Thenardier",
+      "source": "Boulatruelle",
+      "target": "Thenardier",
+      "data": { "value": 1 }
+    },
+    {
+      "id": "Eponine-Mme.Thenardier",
+      "source": "Eponine",
+      "target": "Mme.Thenardier",
+      "data": { "value": 2 }
+    },
+    {
+      "id": "Eponine-Thenardier",
+      "source": "Eponine",
+      "target": "Thenardier",
+      "data": { "value": 3 }
+    },
+    {
+      "id": "Anzelma-Eponine",
+      "source": "Anzelma",
+      "target": "Eponine",
+      "data": { "value": 2 }
+    },
+    {
+      "id": "Anzelma-Thenardier",
+      "source": "Anzelma",
+      "target": "Thenardier",
+      "data": { "value": 2 }
+    },
+    {
+      "id": "Anzelma-Mme.Thenardier",
+      "source": "Anzelma",
+      "target": "Mme.Thenardier",
+      "data": { "value": 1 }
+    },
+    {
+      "id": "Woman2-Valjean",
+      "source": "Woman2",
+      "target": "Valjean",
+      "data": { "value": 3 }
+    },
+    {
+      "id": "Woman2-Cosette",
+      "source": "Woman2",
+      "target": "Cosette",
+      "data": { "value": 1 }
+    },
+    {
+      "id": "Woman2-Javert",
+      "source": "Woman2",
+      "target": "Javert",
+      "data": { "value": 1 }
+    },
+    {
+      "id": "MotherInnocent-Fauchelevent",
+      "source": "MotherInnocent",
+      "target": "Fauchelevent",
+      "data": { "value": 3 }
+    },
+    {
+      "id": "MotherInnocent-Valjean",
+      "source": "MotherInnocent",
+      "target": "Valjean",
+      "data": { "value": 1 }
+    },
+    {
+      "id": "Gribier-Fauchelevent",
+      "source": "Gribier",
+      "target": "Fauchelevent",
+      "data": { "value": 2 }
+    },
+    {
+      "id": "Mme.Burgon-Jondrette",
+      "source": "Mme.Burgon",
+      "target": "Jondrette",
+      "data": { "value": 1 }
+    },
+    {
+      "id": "Gavroche-Mme.Burgon",
+      "source": "Gavroche",
+      "target": "Mme.Burgon",
+      "data": { "value": 2 }
+    },
+    {
+      "id": "Gavroche-Thenardier",
+      "source": "Gavroche",
+      "target": "Thenardier",
+      "data": { "value": 1 }
+    },
+    {
+      "id": "Gavroche-Javert",
+      "source": "Gavroche",
+      "target": "Javert",
+      "data": { "value": 1 }
+    },
+    {
+      "id": "Gavroche-Valjean",
+      "source": "Gavroche",
+      "target": "Valjean",
+      "data": { "value": 1 }
+    },
+    {
+      "id": "Gillenormand-Cosette",
+      "source": "Gillenormand",
+      "target": "Cosette",
+      "data": { "value": 3 }
+    },
+    {
+      "id": "Gillenormand-Valjean",
+      "source": "Gillenormand",
+      "target": "Valjean",
+      "data": { "value": 2 }
+    },
+    {
+      "id": "Magnon-Gillenormand",
+      "source": "Magnon",
+      "target": "Gillenormand",
+      "data": { "value": 1 }
+    },
+    {
+      "id": "Magnon-Mme.Thenardier",
+      "source": "Magnon",
+      "target": "Mme.Thenardier",
+      "data": { "value": 1 }
+    },
+    {
+      "id": "Mlle.Gillenormand-Gillenormand",
+      "source": "Mlle.Gillenormand",
+      "target": "Gillenormand",
+      "data": { "value": 9 }
+    },
+    {
+      "id": "Mlle.Gillenormand-Cosette",
+      "source": "Mlle.Gillenormand",
+      "target": "Cosette",
+      "data": { "value": 2 }
+    },
+    {
+      "id": "Mlle.Gillenormand-Valjean",
+      "source": "Mlle.Gillenormand",
+      "target": "Valjean",
+      "data": { "value": 2 }
+    },
+    {
+      "id": "Mme.Pontmercy-Mlle.Gillenormand",
+      "source": "Mme.Pontmercy",
+      "target": "Mlle.Gillenormand",
+      "data": { "value": 1 }
+    },
+    {
+      "id": "Mme.Pontmercy-Pontmercy",
+      "source": "Mme.Pontmercy",
+      "target": "Pontmercy",
+      "data": { "value": 1 }
+    },
+    {
+      "id": "Mlle.Vaubois-Mlle.Gillenormand",
+      "source": "Mlle.Vaubois",
+      "target": "Mlle.Gillenormand",
+      "data": { "value": 1 }
+    },
+    {
+      "id": "Lt.Gillenormand-Mlle.Gillenormand",
+      "source": "Lt.Gillenormand",
+      "target": "Mlle.Gillenormand",
+      "data": { "value": 2 }
+    },
+    {
+      "id": "Lt.Gillenormand-Gillenormand",
+      "source": "Lt.Gillenormand",
+      "target": "Gillenormand",
+      "data": { "value": 1 }
+    },
+    {
+      "id": "Lt.Gillenormand-Cosette",
+      "source": "Lt.Gillenormand",
+      "target": "Cosette",
+      "data": { "value": 1 }
+    },
+    {
+      "id": "Marius-Mlle.Gillenormand",
+      "source": "Marius",
+      "target": "Mlle.Gillenormand",
+      "data": { "value": 6 }
+    },
+    {
+      "id": "Marius-Gillenormand",
+      "source": "Marius",
+      "target": "Gillenormand",
+      "data": { "value": 12 }
+    },
+    {
+      "id": "Marius-Pontmercy",
+      "source": "Marius",
+      "target": "Pontmercy",
+      "data": { "value": 1 }
+    },
+    {
+      "id": "Marius-Lt.Gillenormand",
+      "source": "Marius",
+      "target": "Lt.Gillenormand",
+      "data": { "value": 1 }
+    },
+    {
+      "id": "Marius-Cosette",
+      "source": "Marius",
+      "target": "Cosette",
+      "data": { "value": 21 }
+    },
+    {
+      "id": "Marius-Valjean",
+      "source": "Marius",
+      "target": "Valjean",
+      "data": { "value": 19 }
+    },
+    {
+      "id": "Marius-Tholomyes",
+      "source": "Marius",
+      "target": "Tholomyes",
+      "data": { "value": 1 }
+    },
+    {
+      "id": "Marius-Thenardier",
+      "source": "Marius",
+      "target": "Thenardier",
+      "data": { "value": 2 }
+    },
+    {
+      "id": "Marius-Eponine",
+      "source": "Marius",
+      "target": "Eponine",
+      "data": { "value": 5 }
+    },
+    {
+      "id": "Marius-Gavroche",
+      "source": "Marius",
+      "target": "Gavroche",
+      "data": { "value": 4 }
+    },
+    {
+      "id": "BaronessT-Gillenormand",
+      "source": "BaronessT",
+      "target": "Gillenormand",
+      "data": { "value": 1 }
+    },
+    {
+      "id": "BaronessT-Marius",
+      "source": "BaronessT",
+      "target": "Marius",
+      "data": { "value": 1 }
+    },
+    {
+      "id": "Mabeuf-Marius",
+      "source": "Mabeuf",
+      "target": "Marius",
+      "data": { "value": 1 }
+    },
+    {
+      "id": "Mabeuf-Eponine",
+      "source": "Mabeuf",
+      "target": "Eponine",
+      "data": { "value": 1 }
+    },
+    {
+      "id": "Mabeuf-Gavroche",
+      "source": "Mabeuf",
+      "target": "Gavroche",
+      "data": { "value": 1 }
+    },
+    {
+      "id": "Enjolras-Marius",
+      "source": "Enjolras",
+      "target": "Marius",
+      "data": { "value": 7 }
+    },
+    {
+      "id": "Enjolras-Gavroche",
+      "source": "Enjolras",
+      "target": "Gavroche",
+      "data": { "value": 7 }
+    },
+    {
+      "id": "Enjolras-Javert",
+      "source": "Enjolras",
+      "target": "Javert",
+      "data": { "value": 6 }
+    },
+    {
+      "id": "Enjolras-Mabeuf",
+      "source": "Enjolras",
+      "target": "Mabeuf",
+      "data": { "value": 1 }
+    },
+    {
+      "id": "Enjolras-Valjean",
+      "source": "Enjolras",
+      "target": "Valjean",
+      "data": { "value": 4 }
+    },
+    {
+      "id": "Combeferre-Enjolras",
+      "source": "Combeferre",
+      "target": "Enjolras",
+      "data": { "value": 15 }
+    },
+    {
+      "id": "Combeferre-Marius",
+      "source": "Combeferre",
+      "target": "Marius",
+      "data": { "value": 5 }
+    },
+    {
+      "id": "Combeferre-Gavroche",
+      "source": "Combeferre",
+      "target": "Gavroche",
+      "data": { "value": 6 }
+    },
+    {
+      "id": "Combeferre-Mabeuf",
+      "source": "Combeferre",
+      "target": "Mabeuf",
+      "data": { "value": 2 }
+    },
+    {
+      "id": "Prouvaire-Gavroche",
+      "source": "Prouvaire",
+      "target": "Gavroche",
+      "data": { "value": 1 }
+    },
+    {
+      "id": "Prouvaire-Enjolras",
+      "source": "Prouvaire",
+      "target": "Enjolras",
+      "data": { "value": 4 }
+    },
+    {
+      "id": "Prouvaire-Combeferre",
+      "source": "Prouvaire",
+      "target": "Combeferre",
+      "data": { "value": 2 }
+    },
+    {
+      "id": "Feuilly-Gavroche",
+      "source": "Feuilly",
+      "target": "Gavroche",
+      "data": { "value": 2 }
+    },
+    {
+      "id": "Feuilly-Enjolras",
+      "source": "Feuilly",
+      "target": "Enjolras",
+      "data": { "value": 6 }
+    },
+    {
+      "id": "Feuilly-Prouvaire",
+      "source": "Feuilly",
+      "target": "Prouvaire",
+      "data": { "value": 2 }
+    },
+    {
+      "id": "Feuilly-Combeferre",
+      "source": "Feuilly",
+      "target": "Combeferre",
+      "data": { "value": 5 }
+    },
+    {
+      "id": "Feuilly-Mabeuf",
+      "source": "Feuilly",
+      "target": "Mabeuf",
+      "data": { "value": 1 }
+    },
+    {
+      "id": "Feuilly-Marius",
+      "source": "Feuilly",
+      "target": "Marius",
+      "data": { "value": 1 }
+    },
+    {
+      "id": "Courfeyrac-Marius",
+      "source": "Courfeyrac",
+      "target": "Marius",
+      "data": { "value": 9 }
+    },
+    {
+      "id": "Courfeyrac-Enjolras",
+      "source": "Courfeyrac",
+      "target": "Enjolras",
+      "data": { "value": 17 }
+    },
+    {
+      "id": "Courfeyrac-Combeferre",
+      "source": "Courfeyrac",
+      "target": "Combeferre",
+      "data": { "value": 13 }
+    },
+    {
+      "id": "Courfeyrac-Gavroche",
+      "source": "Courfeyrac",
+      "target": "Gavroche",
+      "data": { "value": 7 }
+    },
+    {
+      "id": "Courfeyrac-Mabeuf",
+      "source": "Courfeyrac",
+      "target": "Mabeuf",
+      "data": { "value": 2 }
+    },
+    {
+      "id": "Courfeyrac-Eponine",
+      "source": "Courfeyrac",
+      "target": "Eponine",
+      "data": { "value": 1 }
+    },
+    {
+      "id": "Courfeyrac-Feuilly",
+      "source": "Courfeyrac",
+      "target": "Feuilly",
+      "data": { "value": 6 }
+    },
+    {
+      "id": "Courfeyrac-Prouvaire",
+      "source": "Courfeyrac",
+      "target": "Prouvaire",
+      "data": { "value": 3 }
+    },
+    {
+      "id": "Bahorel-Combeferre",
+      "source": "Bahorel",
+      "target": "Combeferre",
+      "data": { "value": 5 }
+    },
+    {
+      "id": "Bahorel-Gavroche",
+      "source": "Bahorel",
+      "target": "Gavroche",
+      "data": { "value": 5 }
+    },
+    {
+      "id": "Bahorel-Courfeyrac",
+      "source": "Bahorel",
+      "target": "Courfeyrac",
+      "data": { "value": 6 }
+    },
+    {
+      "id": "Bahorel-Mabeuf",
+      "source": "Bahorel",
+      "target": "Mabeuf",
+      "data": { "value": 2 }
+    },
+    {
+      "id": "Bahorel-Enjolras",
+      "source": "Bahorel",
+      "target": "Enjolras",
+      "data": { "value": 4 }
+    },
+    {
+      "id": "Bahorel-Feuilly",
+      "source": "Bahorel",
+      "target": "Feuilly",
+      "data": { "value": 3 }
+    },
+    {
+      "id": "Bahorel-Prouvaire",
+      "source": "Bahorel",
+      "target": "Prouvaire",
+      "data": { "value": 2 }
+    },
+    {
+      "id": "Bahorel-Marius",
+      "source": "Bahorel",
+      "target": "Marius",
+      "data": { "value": 1 }
+    },
+    {
+      "id": "Bossuet-Marius",
+      "source": "Bossuet",
+      "target": "Marius",
+      "data": { "value": 5 }
+    },
+    {
+      "id": "Bossuet-Courfeyrac",
+      "source": "Bossuet",
+      "target": "Courfeyrac",
+      "data": { "value": 12 }
+    },
+    {
+      "id": "Bossuet-Gavroche",
+      "source": "Bossuet",
+      "target": "Gavroche",
+      "data": { "value": 5 }
+    },
+    {
+      "id": "Bossuet-Bahorel",
+      "source": "Bossuet",
+      "target": "Bahorel",
+      "data": { "value": 4 }
+    },
+    {
+      "id": "Bossuet-Enjolras",
+      "source": "Bossuet",
+      "target": "Enjolras",
+      "data": { "value": 10 }
+    },
+    {
+      "id": "Bossuet-Feuilly",
+      "source": "Bossuet",
+      "target": "Feuilly",
+      "data": { "value": 6 }
+    },
+    {
+      "id": "Bossuet-Prouvaire",
+      "source": "Bossuet",
+      "target": "Prouvaire",
+      "data": { "value": 2 }
+    },
+    {
+      "id": "Bossuet-Combeferre",
+      "source": "Bossuet",
+      "target": "Combeferre",
+      "data": { "value": 9 }
+    },
+    {
+      "id": "Bossuet-Mabeuf",
+      "source": "Bossuet",
+      "target": "Mabeuf",
+      "data": { "value": 1 }
+    },
+    {
+      "id": "Bossuet-Valjean",
+      "source": "Bossuet",
+      "target": "Valjean",
+      "data": { "value": 1 }
+    },
+    {
+      "id": "Joly-Bahorel",
+      "source": "Joly",
+      "target": "Bahorel",
+      "data": { "value": 5 }
+    },
+    {
+      "id": "Joly-Bossuet",
+      "source": "Joly",
+      "target": "Bossuet",
+      "data": { "value": 7 }
+    },
+    {
+      "id": "Joly-Gavroche",
+      "source": "Joly",
+      "target": "Gavroche",
+      "data": { "value": 3 }
+    },
+    {
+      "id": "Joly-Courfeyrac",
+      "source": "Joly",
+      "target": "Courfeyrac",
+      "data": { "value": 5 }
+    },
+    {
+      "id": "Joly-Enjolras",
+      "source": "Joly",
+      "target": "Enjolras",
+      "data": { "value": 5 }
+    },
+    {
+      "id": "Joly-Feuilly",
+      "source": "Joly",
+      "target": "Feuilly",
+      "data": { "value": 5 }
+    },
+    {
+      "id": "Joly-Prouvaire",
+      "source": "Joly",
+      "target": "Prouvaire",
+      "data": { "value": 2 }
+    },
+    {
+      "id": "Joly-Combeferre",
+      "source": "Joly",
+      "target": "Combeferre",
+      "data": { "value": 5 }
+    },
+    {
+      "id": "Joly-Mabeuf",
+      "source": "Joly",
+      "target": "Mabeuf",
+      "data": { "value": 1 }
+    },
+    {
+      "id": "Joly-Marius",
+      "source": "Joly",
+      "target": "Marius",
+      "data": { "value": 2 }
+    },
+    {
+      "id": "Grantaire-Bossuet",
+      "source": "Grantaire",
+      "target": "Bossuet",
+      "data": { "value": 3 }
+    },
+    {
+      "id": "Grantaire-Enjolras",
+      "source": "Grantaire",
+      "target": "Enjolras",
+      "data": { "value": 3 }
+    },
+    {
+      "id": "Grantaire-Combeferre",
+      "source": "Grantaire",
+      "target": "Combeferre",
+      "data": { "value": 1 }
+    },
+    {
+      "id": "Grantaire-Courfeyrac",
+      "source": "Grantaire",
+      "target": "Courfeyrac",
+      "data": { "value": 2 }
+    },
+    {
+      "id": "Grantaire-Joly",
+      "source": "Grantaire",
+      "target": "Joly",
+      "data": { "value": 2 }
+    },
+    {
+      "id": "Grantaire-Gavroche",
+      "source": "Grantaire",
+      "target": "Gavroche",
+      "data": { "value": 1 }
+    },
+    {
+      "id": "Grantaire-Bahorel",
+      "source": "Grantaire",
+      "target": "Bahorel",
+      "data": { "value": 1 }
+    },
+    {
+      "id": "Grantaire-Feuilly",
+      "source": "Grantaire",
+      "target": "Feuilly",
+      "data": { "value": 1 }
+    },
+    {
+      "id": "Grantaire-Prouvaire",
+      "source": "Grantaire",
+      "target": "Prouvaire",
+      "data": { "value": 1 }
+    },
+    {
+      "id": "MotherPlutarch-Mabeuf",
+      "source": "MotherPlutarch",
+      "target": "Mabeuf",
+      "data": { "value": 3 }
+    },
+    {
+      "id": "Gueulemer-Thenardier",
+      "source": "Gueulemer",
+      "target": "Thenardier",
+      "data": { "value": 5 }
+    },
+    {
+      "id": "Gueulemer-Valjean",
+      "source": "Gueulemer",
+      "target": "Valjean",
+      "data": { "value": 1 }
+    },
+    {
+      "id": "Gueulemer-Mme.Thenardier",
+      "source": "Gueulemer",
+      "target": "Mme.Thenardier",
+      "data": { "value": 1 }
+    },
+    {
+      "id": "Gueulemer-Javert",
+      "source": "Gueulemer",
+      "target": "Javert",
+      "data": { "value": 1 }
+    },
+    {
+      "id": "Gueulemer-Gavroche",
+      "source": "Gueulemer",
+      "target": "Gavroche",
+      "data": { "value": 1 }
+    },
+    {
+      "id": "Gueulemer-Eponine",
+      "source": "Gueulemer",
+      "target": "Eponine",
+      "data": { "value": 1 }
+    },
+    {
+      "id": "Babet-Thenardier",
+      "source": "Babet",
+      "target": "Thenardier",
+      "data": { "value": 6 }
+    },
+    {
+      "id": "Babet-Gueulemer",
+      "source": "Babet",
+      "target": "Gueulemer",
+      "data": { "value": 6 }
+    },
+    {
+      "id": "Babet-Valjean",
+      "source": "Babet",
+      "target": "Valjean",
+      "data": { "value": 1 }
+    },
+    {
+      "id": "Babet-Mme.Thenardier",
+      "source": "Babet",
+      "target": "Mme.Thenardier",
+      "data": { "value": 1 }
+    },
+    {
+      "id": "Babet-Javert",
+      "source": "Babet",
+      "target": "Javert",
+      "data": { "value": 2 }
+    },
+    {
+      "id": "Babet-Gavroche",
+      "source": "Babet",
+      "target": "Gavroche",
+      "data": { "value": 1 }
+    },
+    {
+      "id": "Babet-Eponine",
+      "source": "Babet",
+      "target": "Eponine",
+      "data": { "value": 1 }
+    },
+    {
+      "id": "Claquesous-Thenardier",
+      "source": "Claquesous",
+      "target": "Thenardier",
+      "data": { "value": 4 }
+    },
+    {
+      "id": "Claquesous-Babet",
+      "source": "Claquesous",
+      "target": "Babet",
+      "data": { "value": 4 }
+    },
+    {
+      "id": "Claquesous-Gueulemer",
+      "source": "Claquesous",
+      "target": "Gueulemer",
+      "data": { "value": 4 }
+    },
+    {
+      "id": "Claquesous-Valjean",
+      "source": "Claquesous",
+      "target": "Valjean",
+      "data": { "value": 1 }
+    },
+    {
+      "id": "Claquesous-Mme.Thenardier",
+      "source": "Claquesous",
+      "target": "Mme.Thenardier",
+      "data": { "value": 1 }
+    },
+    {
+      "id": "Claquesous-Javert",
+      "source": "Claquesous",
+      "target": "Javert",
+      "data": { "value": 1 }
+    },
+    {
+      "id": "Claquesous-Eponine",
+      "source": "Claquesous",
+      "target": "Eponine",
+      "data": { "value": 1 }
+    },
+    {
+      "id": "Claquesous-Enjolras",
+      "source": "Claquesous",
+      "target": "Enjolras",
+      "data": { "value": 1 }
+    },
+    {
+      "id": "Montparnasse-Javert",
+      "source": "Montparnasse",
+      "target": "Javert",
+      "data": { "value": 1 }
+    },
+    {
+      "id": "Montparnasse-Babet",
+      "source": "Montparnasse",
+      "target": "Babet",
+      "data": { "value": 2 }
+    },
+    {
+      "id": "Montparnasse-Gueulemer",
+      "source": "Montparnasse",
+      "target": "Gueulemer",
+      "data": { "value": 2 }
+    },
+    {
+      "id": "Montparnasse-Claquesous",
+      "source": "Montparnasse",
+      "target": "Claquesous",
+      "data": { "value": 2 }
+    },
+    {
+      "id": "Montparnasse-Valjean",
+      "source": "Montparnasse",
+      "target": "Valjean",
+      "data": { "value": 1 }
+    },
+    {
+      "id": "Montparnasse-Gavroche",
+      "source": "Montparnasse",
+      "target": "Gavroche",
+      "data": { "value": 1 }
+    },
+    {
+      "id": "Montparnasse-Eponine",
+      "source": "Montparnasse",
+      "target": "Eponine",
+      "data": { "value": 1 }
+    },
+    {
+      "id": "Montparnasse-Thenardier",
+      "source": "Montparnasse",
+      "target": "Thenardier",
+      "data": { "value": 1 }
+    },
+    {
+      "id": "Toussaint-Cosette",
+      "source": "Toussaint",
+      "target": "Cosette",
+      "data": { "value": 2 }
+    },
+    {
+      "id": "Toussaint-Javert",
+      "source": "Toussaint",
+      "target": "Javert",
+      "data": { "value": 1 }
+    },
+    {
+      "id": "Toussaint-Valjean",
+      "source": "Toussaint",
+      "target": "Valjean",
+      "data": { "value": 1 }
+    },
+    {
+      "id": "Child1-Gavroche",
+      "source": "Child1",
+      "target": "Gavroche",
+      "data": { "value": 2 }
+    },
+    {
+      "id": "Child2-Gavroche",
+      "source": "Child2",
+      "target": "Gavroche",
+      "data": { "value": 2 }
+    },
+    {
+      "id": "Child2-Child1",
+      "source": "Child2",
+      "target": "Child1",
+      "data": { "value": 3 }
+    },
+    {
+      "id": "Brujon-Babet",
+      "source": "Brujon",
+      "target": "Babet",
+      "data": { "value": 3 }
+    },
+    {
+      "id": "Brujon-Gueulemer",
+      "source": "Brujon",
+      "target": "Gueulemer",
+      "data": { "value": 3 }
+    },
+    {
+      "id": "Brujon-Thenardier",
+      "source": "Brujon",
+      "target": "Thenardier",
+      "data": { "value": 3 }
+    },
+    {
+      "id": "Brujon-Gavroche",
+      "source": "Brujon",
+      "target": "Gavroche",
+      "data": { "value": 1 }
+    },
+    {
+      "id": "Brujon-Eponine",
+      "source": "Brujon",
+      "target": "Eponine",
+      "data": { "value": 1 }
+    },
+    {
+      "id": "Brujon-Claquesous",
+      "source": "Brujon",
+      "target": "Claquesous",
+      "data": { "value": 1 }
+    },
+    {
+      "id": "Brujon-Montparnasse",
+      "source": "Brujon",
+      "target": "Montparnasse",
+      "data": { "value": 1 }
+    },
+    {
+      "id": "Mme.Hucheloup-Bossuet",
+      "source": "Mme.Hucheloup",
+      "target": "Bossuet",
+      "data": { "value": 1 }
+    },
+    {
+      "id": "Mme.Hucheloup-Joly",
+      "source": "Mme.Hucheloup",
+      "target": "Joly",
+      "data": { "value": 1 }
+    },
+    {
+      "id": "Mme.Hucheloup-Grantaire",
+      "source": "Mme.Hucheloup",
+      "target": "Grantaire",
+      "data": { "value": 1 }
+    },
+    {
+      "id": "Mme.Hucheloup-Bahorel",
+      "source": "Mme.Hucheloup",
+      "target": "Bahorel",
+      "data": { "value": 1 }
+    },
+    {
+      "id": "Mme.Hucheloup-Courfeyrac",
+      "source": "Mme.Hucheloup",
+      "target": "Courfeyrac",
+      "data": { "value": 1 }
+    },
+    {
+      "id": "Mme.Hucheloup-Gavroche",
+      "source": "Mme.Hucheloup",
+      "target": "Gavroche",
+      "data": { "value": 1 }
+    },
+    {
+      "id": "Mme.Hucheloup-Enjolras",
+      "source": "Mme.Hucheloup",
+      "target": "Enjolras",
+      "data": { "value": 1 }
+    }
+  ]
+}
diff --git a/packages/g6-extension-3d/__tests__/demos/index.ts b/packages/g6-extension-3d/__tests__/demos/index.ts
index da8ae0afbd..9c1c971ad0 100644
--- a/packages/g6-extension-3d/__tests__/demos/index.ts
+++ b/packages/g6-extension-3d/__tests__/demos/index.ts
@@ -3,6 +3,7 @@ export * from './behavior-observe-canvas';
 export * from './behavior-roll-canvas';
 export * from './behavior-zoom-canvas';
 export * from './layer-top';
+export * from './layout-d3-force-3d';
 export * from './position';
 export * from './shapes';
 export * from './solar-system';
diff --git a/packages/g6-extension-3d/__tests__/demos/layout-d3-force-3d.ts b/packages/g6-extension-3d/__tests__/demos/layout-d3-force-3d.ts
new file mode 100644
index 0000000000..932b028d7d
--- /dev/null
+++ b/packages/g6-extension-3d/__tests__/demos/layout-d3-force-3d.ts
@@ -0,0 +1,58 @@
+import { CameraSetting, ExtensionCategory, Graph, register } from '@antv/g6';
+import { Light, Line3D, ObserveCanvas3D, Sphere, ZoomCanvas3D, renderer } from '../../src';
+import data from '../dataset/force-3d.json';
+
+export const layoutD3Force3D: TestCase = async (context) => {
+  register(ExtensionCategory.PLUGIN, '3d-light', Light);
+  register(ExtensionCategory.NODE, 'sphere', Sphere);
+  register(ExtensionCategory.EDGE, 'line3d', Line3D);
+  register(ExtensionCategory.PLUGIN, 'camera-setting', CameraSetting);
+  register(ExtensionCategory.BEHAVIOR, 'zoom-canvas-3d', ZoomCanvas3D);
+  register(ExtensionCategory.BEHAVIOR, 'observe-canvas-3d', ObserveCanvas3D);
+
+  const graph = new Graph({
+    ...context,
+    animation: true,
+    renderer,
+    data,
+    layout: {
+      type: 'd3-force-3d',
+    },
+    node: {
+      style: {
+        type: 'sphere',
+        materialType: 'phong',
+      },
+      palette: {
+        color: 'tableau',
+        type: 'group',
+        field: 'group',
+      },
+    },
+    edge: {
+      style: {
+        type: 'line3d',
+      },
+    },
+    behaviors: ['observe-canvas-3d', 'zoom-canvas-3d'],
+    plugins: [
+      {
+        type: 'camera-setting',
+        projectionMode: 'perspective',
+        near: 0.1,
+        far: 1000,
+        fov: 45,
+        aspect: 1,
+      },
+      {
+        type: '3d-light',
+        directional: {
+          direction: [0, 0, 1],
+        },
+      },
+    ],
+  });
+
+  await graph.render();
+  return graph;
+};
diff --git a/packages/g6/__tests__/demos/index.ts b/packages/g6/__tests__/demos/index.ts
index 8c1a7c9429..2149210069 100644
--- a/packages/g6/__tests__/demos/index.ts
+++ b/packages/g6/__tests__/demos/index.ts
@@ -61,6 +61,8 @@ export * from './layout-dagre';
 export * from './layout-dendrogram-basic';
 export * from './layout-dendrogram-tb';
 export * from './layout-force';
+export * from './layout-force-collision';
+export * from './layout-force-lattice';
 export * from './layout-forceatlas2-wasm';
 export * from './layout-fruchterman-basic';
 export * from './layout-fruchterman-cluster';
diff --git a/packages/g6/__tests__/demos/layout-d3-force.ts b/packages/g6/__tests__/demos/layout-d3-force.ts
index a31c5555bb..6234df7739 100644
--- a/packages/g6/__tests__/demos/layout-d3-force.ts
+++ b/packages/g6/__tests__/demos/layout-d3-force.ts
@@ -10,6 +10,9 @@ export const layoutD3Force: TestCase = async (context) => {
     behaviors: ['zoom-canvas', 'drag-canvas', 'drag-element', 'click-select'],
     layout: {
       type: 'd3force',
+      collide: {
+        strength: 0.5,
+      },
     },
     node: {
       style: {
diff --git a/packages/g6/__tests__/demos/layout-force-collision.ts b/packages/g6/__tests__/demos/layout-force-collision.ts
new file mode 100644
index 0000000000..b7ece04cfe
--- /dev/null
+++ b/packages/g6/__tests__/demos/layout-force-collision.ts
@@ -0,0 +1,92 @@
+// ref: https://observablehq.com/@d3/collision-detection
+import type { IPointerEvent, RuntimeContext } from '@/src';
+import { BaseBehavior, ExtensionCategory, Graph, register } from '@/src';
+import type { D3Force3DLayout, D3ForceLayout } from '@antv/layout';
+
+export const layoutForceCollision: TestCase = async (context) => {
+  const width = 500;
+
+  class CollisionElement extends BaseBehavior<{}> {
+    constructor(context: RuntimeContext) {
+      super(context, {});
+      this.onPointerMove = this.onPointerMove.bind(this);
+      this.bindEvents();
+    }
+
+    bindEvents() {
+      this.context.graph.on('pointermove', this.onPointerMove);
+    }
+
+    onPointerMove(event: IPointerEvent) {
+      const pos = this.context.graph.getCanvasByClient([event.client.x, event.client.y]);
+      (
+        this.context.layout?.getLayoutInstance().find((layout) => ['d3-force', 'd3-force-3d'].includes(layout?.id)) as
+          | D3Force3DLayout
+          | D3ForceLayout
+      ).setFixedPosition(0, [...pos]);
+    }
+  }
+
+  register(ExtensionCategory.BEHAVIOR, 'collision-element', CollisionElement);
+
+  const graph = new Graph({
+    ...context,
+    data: getData(500),
+    layout: {
+      type: 'd3force',
+      alphaTarget: 0.3,
+      velocityDecay: 0.1,
+      x: {
+        strength: 0.01,
+      },
+      y: {
+        strength: 0.01,
+      },
+      collide: {
+        radius: (d) => {
+          return d.data.size / 2;
+        },
+        iterations: 3,
+      },
+      manyBody: {
+        strength: (d, i) => (i ? 0 : (-width * 2) / 3),
+      },
+      link: false,
+    },
+    node: {
+      style: {
+        size: (d, i) => (i === 0 ? 0 : (d.data!.r as number) * 4),
+      },
+      palette: {
+        color: 'tableau',
+        type: 'group',
+        field: (d) => d.data!.group as string,
+      },
+    },
+    behaviors: ['collision-element'],
+  });
+
+  await graph.render();
+  return graph;
+};
+
+function getData(width: number, size = 200) {
+  const k = width / 200;
+  const r = randomUniform(k, k * 4);
+  const n = 4;
+  return {
+    nodes: Array.from({ length: size }, (_, i) => ({ id: i, data: { r: r(), group: i && (i % n) + 1 } })),
+    edges: [],
+  };
+}
+
+// d3-random
+function randomUniform(min: number, max: number) {
+  min = min == null ? 0 : +min;
+  max = max == null ? 1 : +max;
+  if (arguments.length === 1) (max = min), (min = 0);
+  else max -= min;
+  return function () {
+    return Math.random() * max + min;
+  };
+}
diff --git a/packages/g6/__tests__/demos/layout-force-lattice.ts b/packages/g6/__tests__/demos/layout-force-lattice.ts
new file mode 100644
index 0000000000..df184dcfb0
--- /dev/null
+++ b/packages/g6/__tests__/demos/layout-force-lattice.ts
@@ -0,0 +1,48 @@
+// ref: https://observablehq.com/@d3/force-directed-lattice
+import { Graph } from '@/src';
+
+export const layoutForceLattice: TestCase = async (context) => {
+  const graph = new Graph({
+    ...context,
+    data: getData(),
+    layout: {
+      type: 'd3force',
+      manyBody: {
+        strength: -30,
+      },
+      link: {
+        strength: 1,
+        distance: 20,
+        iterations: 10,
+      },
+    },
+    node: {
+      style: {
+        size: 10,
+        color: '#000',
+      },
+    },
+    edge: {
+      style: {
+        color: '#000',
+      },
+    },
+    behaviors: [{ type: 'drag-element-force' }, 'zoom-canvas'],
+  });
+
+  await graph.render();
+
+  return graph;
+};
+
+function getData(size = 10) {
+  const nodes = Array.from({ length: size * size }, (_, i) => ({ id: `${i}` }));
+  const edges = [];
+  for (let y = 0; y < size; ++y) {
+    for (let x = 0; x < size; ++x) {
+      if (y > 0) edges.push({ source: `${(y - 1) * size + x}`, target: `${y * size + x}` });
+      if (x > 0) edges.push({ source: `${y * size + (x - 1)}`, target: `${y * size + x}` });
+    }
+  }
+  return { nodes, edges };
+}
diff --git a/packages/g6/__tests__/snapshots/behaviors/drag-canvas/default.svg b/packages/g6/__tests__/snapshots/behaviors/drag-canvas/default.svg
index 208ce5e0d2..ccaf42df8c 100644
--- a/packages/g6/__tests__/snapshots/behaviors/drag-canvas/default.svg
+++ b/packages/g6/__tests__/snapshots/behaviors/drag-canvas/default.svg
@@ -6,592 +6,592 @@
       <g id="g-svg-6" fill="none" transform="matrix(1,0,0,1,0,0)">
         <g id="0-1" fill="none" marker-start="false" marker-end="false" transform="matrix(1,0,0,1,0,0)">
           <g id="0-1" fill="none" marker-start="false" marker-end="false" stroke="transparent" stroke-width="3"/>
-          <g transform="matrix(1,0,0,1,249.229050,257.387665)">
-            <path id="key" fill="none" d="M 29.724093790134475,0 L 0,21.981071624728088" stroke-width="1" stroke="rgba(153,173,209,1)"/>
+          <g transform="matrix(1,0,0,1,332.650574,289.942566)">
+            <path id="key" fill="none" d="M 0,0 L 4.00321550206877,15.90388214885752" stroke-width="1" stroke="rgba(153,173,209,1)"/>
             <path id="key" fill="none" d="M 0,0 L 0,0" stroke-width="3" stroke="transparent"/>
           </g>
         </g>
         <g id="0-2" fill="none" marker-start="false" marker-end="false" transform="matrix(1,0,0,1,0,0)">
           <g id="0-2" fill="none" marker-start="false" marker-end="false" stroke="transparent" stroke-width="3"/>
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index 038bff39bd..c05bc98cb5 100644
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diff --git a/packages/g6/__tests__/snapshots/behaviors/hover-element/2-degree-edge.svg b/packages/g6/__tests__/snapshots/behaviors/hover-element/2-degree-edge.svg
index c00b10f9ce..6f82343793 100644
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diff --git a/packages/g6/__tests__/snapshots/behaviors/hover-element/2-degree-node.svg b/packages/g6/__tests__/snapshots/behaviors/hover-element/2-degree-node.svg
index 373aa0d27c..81e084e75c 100644
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diff --git a/packages/g6/__tests__/snapshots/behaviors/hover-element/after-hover-out.svg b/packages/g6/__tests__/snapshots/behaviors/hover-element/after-hover-out.svg
index 226c621fd4..c3abf0ceb4 100644
--- a/packages/g6/__tests__/snapshots/behaviors/hover-element/after-hover-out.svg
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diff --git a/packages/g6/__tests__/snapshots/behaviors/hover-element/after-hover.svg b/packages/g6/__tests__/snapshots/behaviors/hover-element/after-hover.svg
index 712d14110b..862ca0d883 100644
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new file mode 100644
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diff --git a/packages/g6/__tests__/snapshots/layouts/d3-force/default.svg b/packages/g6/__tests__/snapshots/layouts/d3-force/default.svg
index 87d6bad93d..800916ad1f 100644
--- a/packages/g6/__tests__/snapshots/layouts/d3-force/default.svg
+++ b/packages/g6/__tests__/snapshots/layouts/d3-force/default.svg
@@ -1,124 +1,124 @@
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diff --git a/packages/g6/__tests__/snapshots/plugins/legend/click.svg b/packages/g6/__tests__/snapshots/plugins/legend/click.svg
index 90f233d8a8..79a6158c49 100644
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index 911447626d..ca3de15568 100644
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index 144ac3489b..47bd6cf03a 100644
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diff --git a/packages/g6/__tests__/snapshots/plugins/legend/normal.svg b/packages/g6/__tests__/snapshots/plugins/legend/normal.svg
index 772174fe10..ad070219d3 100644
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index 0e09c77f58..3c21cdcba2 100644
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           </g>
         </g>
-        <g id="27" fill="none" transform="matrix(1,0,0,1,199.043900,245.550705)">
+        <g id="27" fill="none" transform="matrix(1,0,0,1,108.001213,157.540222)">
           <g transform="matrix(1,0,0,1,0,0)">
             <circle id="key" fill="rgba(23,131,255,1)" transform="translate(-12,-12)" cx="12" cy="12" stroke-width="0" stroke="rgba(0,0,0,1)" r="12"/>
           </g>
         </g>
-        <g id="28" fill="none" transform="matrix(1,0,0,1,172.809692,231.479263)">
+        <g id="28" fill="none" transform="matrix(1,0,0,1,138.816025,229.647766)">
           <g transform="matrix(1,0,0,1,0,0)">
             <circle id="key" fill="rgba(23,131,255,1)" transform="translate(-12,-12)" cx="12" cy="12" stroke-width="0" stroke="rgba(0,0,0,1)" r="12"/>
           </g>
         </g>
-        <g id="29" fill="none" transform="matrix(1,0,0,1,261.527313,166.574295)">
+        <g id="29" fill="none" transform="matrix(1,0,0,1,91.191887,173.894730)">
           <g transform="matrix(1,0,0,1,0,0)">
             <circle id="key" fill="rgba(23,131,255,1)" transform="translate(-12,-12)" cx="12" cy="12" stroke-width="0" stroke="rgba(0,0,0,1)" r="12"/>
           </g>
         </g>
-        <g id="30" fill="none" transform="matrix(1,0,0,1,165.387466,239.258667)">
+        <g id="30" fill="none" transform="matrix(1,0,0,1,147.265244,218.262314)">
           <g transform="matrix(1,0,0,1,0,0)">
             <circle id="key" fill="rgba(23,131,255,1)" transform="translate(-12,-12)" cx="12" cy="12" stroke-width="0" stroke="rgba(0,0,0,1)" r="12"/>
           </g>
         </g>
-        <g id="31" fill="none" transform="matrix(1,0,0,1,237.772354,244.894318)">
+        <g id="31" fill="none" transform="matrix(1,0,0,1,156.864365,206.825790)">
           <g transform="matrix(1,0,0,1,0,0)">
             <circle id="key" fill="rgba(23,131,255,1)" transform="translate(-12,-12)" cx="12" cy="12" stroke-width="0" stroke="rgba(0,0,0,1)" r="12"/>
           </g>
         </g>
-        <g id="32" fill="none" transform="matrix(1,0,0,1,160.524918,326.015381)">
+        <g id="32" fill="none" transform="matrix(1,0,0,1,137.782242,257.992889)">
           <g transform="matrix(1,0,0,1,0,0)">
             <circle id="key" fill="rgba(23,131,255,1)" transform="translate(-12,-12)" cx="12" cy="12" stroke-width="0" stroke="rgba(0,0,0,1)" r="12"/>
           </g>
         </g>
-        <g id="33" fill="none" transform="matrix(1,0,0,1,163.956558,259.893463)">
+        <g id="33" fill="none" transform="matrix(1,0,0,1,125.874176,224.421051)">
           <g transform="matrix(1,0,0,1,0,0)">
             <circle id="key" fill="rgba(23,131,255,1)" transform="translate(-12,-12)" cx="12" cy="12" stroke-width="0" stroke="rgba(0,0,0,1)" r="12"/>
           </g>
diff --git a/packages/g6/__tests__/unit/layouts/d3-force-collision.spec.ts b/packages/g6/__tests__/unit/layouts/d3-force-collision.spec.ts
new file mode 100644
index 0000000000..efa9b4e6f8
--- /dev/null
+++ b/packages/g6/__tests__/unit/layouts/d3-force-collision.spec.ts
@@ -0,0 +1,20 @@
+import { layoutForceCollision } from '@/__tests__/demos';
+import { createDemoGraph } from '@@/utils';
+import { clear as clearMockRandom, mock as mockRandom } from 'jest-random-mock';
+
+describe('layout d3 force collision', () => {
+  beforeAll(() => {
+    mockRandom();
+  });
+
+  afterAll(() => {
+    clearMockRandom();
+  });
+
+  it('render', async () => {
+    const graph = await createDemoGraph(layoutForceCollision);
+    await expect(graph).toMatchSnapshot(__filename);
+
+    graph.destroy();
+  });
+});
diff --git a/packages/g6/__tests__/unit/layouts/d3-force-lattice.spec.ts b/packages/g6/__tests__/unit/layouts/d3-force-lattice.spec.ts
new file mode 100644
index 0000000000..b7834a24f0
--- /dev/null
+++ b/packages/g6/__tests__/unit/layouts/d3-force-lattice.spec.ts
@@ -0,0 +1,13 @@
+import { layoutForceLattice } from '@/__tests__/demos';
+import { createDemoGraph } from '@@/utils';
+
+describe('layout d3 force lattice', () => {
+  it('render', async () => {
+    const graph = await createDemoGraph(layoutForceLattice);
+    await expect(graph).toMatchSnapshot(__filename);
+
+    // drag
+
+    graph.destroy();
+  });
+});
diff --git a/packages/g6/__tests__/utils/create.ts b/packages/g6/__tests__/utils/create.ts
index 1312359654..f884bf93a9 100644
--- a/packages/g6/__tests__/utils/create.ts
+++ b/packages/g6/__tests__/utils/create.ts
@@ -6,22 +6,14 @@ import type { Node, Point } from '@/src/types';
 import type { IRenderer } from '@antv/g';
 import { resetEntityCounter } from '@antv/g';
 import { Renderer as CanvasRenderer } from '@antv/g-canvas';
-import { Plugin as Plugin3D } from '@antv/g-plugin-3d';
-import { Plugin as PluginControl } from '@antv/g-plugin-control';
 import { Renderer as SVGRenderer } from '@antv/g-svg';
-import { Renderer as WebGLRenderer } from '@antv/g-webgl';
 import { OffscreenCanvasContext } from './offscreen-canvas-context';
 
 function getRenderer(renderer: string) {
   switch (renderer) {
-    case 'webgl': {
-      const instance = new WebGLRenderer();
-      instance.registerPlugin(new Plugin3D());
-      instance.registerPlugin(new PluginControl());
-      return instance;
-    }
     case 'svg':
       return new SVGRenderer();
+    case 'webgl':
     case 'canvas':
       return new CanvasRenderer();
     default:
diff --git a/packages/g6/package.json b/packages/g6/package.json
index babea73c00..7174ae4258 100644
--- a/packages/g6/package.json
+++ b/packages/g6/package.json
@@ -62,14 +62,11 @@
     "@antv/g-plugin-dragndrop": "^1.8.22",
     "@antv/graphlib": "^2.0.2",
     "@antv/hierarchy": "latest",
-    "@antv/layout": "^1.2.14-beta.1",
+    "@antv/layout": "^1.2.14-beta.3",
     "@antv/util": "^3.3.7"
   },
   "devDependencies": {
-    "@antv/g-plugin-3d": "^1.9.34",
-    "@antv/g-plugin-control": "^1.9.22",
     "@antv/g-svg": "^1.10.26",
-    "@antv/g-webgl": "^1.9.37",
     "@antv/layout-gpu": "^1.1.5",
     "@antv/layout-wasm": "^1.4.0",
     "@types/xmlserializer": "^0.6.6",
diff --git a/packages/g6/src/behaviors/drag-element-force.ts b/packages/g6/src/behaviors/drag-element-force.ts
new file mode 100644
index 0000000000..bd54a7d901
--- /dev/null
+++ b/packages/g6/src/behaviors/drag-element-force.ts
@@ -0,0 +1,70 @@
+import type { ID } from '@antv/graphlib';
+import type { D3Force3DLayout, D3ForceLayout } from '@antv/layout';
+import type { Element, IDragEvent, Point } from '../types';
+import { idOf } from '../utils/id';
+import { add } from '../utils/vector';
+import type { DragElementOptions } from './drag-element';
+import { DragElement } from './drag-element';
+
+export interface DragElementForceOptions extends Omit<DragElementOptions, 'animation' | 'dropEffect' | 'shadow'> {}
+
+export class DragElementForce extends DragElement {
+  private get forceLayoutInstance() {
+    return this.context
+      .layout!.getLayoutInstance()
+      .find((layout) => ['d3-force', 'd3-force-3d'].includes(layout?.id)) as D3ForceLayout | D3Force3DLayout;
+  }
+
+  protected validate(event: IDragEvent<Element>): boolean {
+    if (!this.context.layout) return false;
+
+    // 未使用力导布局 / The force layout is not used
+    if (!this.forceLayoutInstance) {
+      console.warn('DragElementForce only works with d3-force or d3-force-3d layout');
+      return false;
+    }
+
+    return super.validate(event);
+  }
+
+  protected async moveElement(ids: ID[], offset: Point) {
+    const layout = this.forceLayoutInstance;
+    this.context.graph.getNodeData(ids).forEach((element, index) => {
+      const { x = 0, y = 0 } = element.style || {};
+      layout.setFixedPosition(ids[index], [...add([+x, +y], offset)]);
+    });
+  }
+
+  protected onDragStart(event: IDragEvent<Element>) {
+    this.enable = this.validate(event);
+    if (!this.enable) return;
+
+    this.target = this.getSelectedNodeIDs([event.target.id]);
+    this.hideEdge();
+    this.context.graph.frontElement(this.target);
+
+    const layout = this.forceLayoutInstance;
+    layout.simulation.alphaTarget(0.3).restart();
+
+    this.context.graph.getNodeData(this.target).forEach((element) => {
+      const { x = 0, y = 0 } = element.style || {};
+      layout.setFixedPosition(idOf(element), [+x, +y]);
+    });
+  }
+
+  protected onDrag(event: IDragEvent<Element>) {
+    if (!this.enable) return;
+
+    const delta = this.getDelta(event);
+    this.moveElement(this.target, delta);
+  }
+
+  protected onDragEnd() {
+    const layout = this.forceLayoutInstance;
+    layout.simulation.alphaTarget(0);
+
+    this.context.graph.getNodeData(this.target).forEach((element) => {
+      layout.setFixedPosition(idOf(element), [null, null, null]);
+    });
+  }
+}
diff --git a/packages/g6/src/behaviors/drag-element.ts b/packages/g6/src/behaviors/drag-element.ts
index f0c071e610..5b887ad6aa 100644
--- a/packages/g6/src/behaviors/drag-element.ts
+++ b/packages/g6/src/behaviors/drag-element.ts
@@ -1,9 +1,9 @@
 import type { BaseStyleProps } from '@antv/g';
 import { Rect } from '@antv/g';
-import { ID } from '@antv/graphlib';
+import type { ID } from '@antv/graphlib';
 import { isFunction } from '@antv/util';
 import { COMBO_KEY, CommonEvent } from '../constants';
-import { RuntimeContext } from '../runtime/types';
+import type { RuntimeContext } from '../runtime/types';
 import type { EdgeDirection, Element, IDragEvent, Point, PrefixObject } from '../types';
 import { getBBoxSize, getCombinedBBox } from '../utils/bbox';
 import { idOf } from '../utils/id';
@@ -96,11 +96,11 @@ export class DragElement extends BaseBehavior<DragElementOptions> {
     shadowLineDash: [5, 5],
   };
 
-  private enable: boolean = false;
+  protected enable: boolean = false;
 
   private enableElements = ['node', 'combo'];
 
-  private target: ID[] = [];
+  protected target: ID[] = [];
 
   private shadow?: Rect;
 
@@ -115,6 +115,11 @@ export class DragElement extends BaseBehavior<DragElementOptions> {
 
   constructor(context: RuntimeContext, options: DragElementOptions) {
     super(context, Object.assign({}, DragElement.defaultOptions, options));
+    this.onDragStart = this.onDragStart.bind(this);
+    this.onDrag = this.onDrag.bind(this);
+    this.onDragEnd = this.onDragEnd.bind(this);
+    this.onDrop = this.onDrop.bind(this);
+
     this.bindEvents();
   }
 
@@ -139,7 +144,7 @@ export class DragElement extends BaseBehavior<DragElementOptions> {
     }
   }
 
-  private getSelectedNodeIDs(currTarget: ID[]) {
+  protected getSelectedNodeIDs(currTarget: ID[]) {
     return Array.from(
       new Set(
         this.context.graph
@@ -150,7 +155,12 @@ export class DragElement extends BaseBehavior<DragElementOptions> {
     );
   }
 
-  private onDragStart = (event: IElementDragEvent) => {
+  protected getDelta(event: IElementDragEvent) {
+    const zoom = this.context.graph.getZoom();
+    return divide([event.dx, event.dy], zoom);
+  }
+
+  protected onDragStart(event: IElementDragEvent) {
     this.enable = this.validate(event);
     if (!this.enable) return;
 
@@ -158,19 +168,17 @@ export class DragElement extends BaseBehavior<DragElementOptions> {
     this.hideEdge();
     this.context.graph.frontElement(this.target);
     if (this.options.shadow) this.createShadow(this.target);
-  };
+  }
 
-  private onDrag = (event: IElementDragEvent) => {
+  protected onDrag(event: IElementDragEvent) {
     if (!this.enable) return;
-    const zoom = this.context.graph.getZoom();
-    const { dx, dy } = event;
-    const delta = divide([dx, dy], zoom);
+    const delta = this.getDelta(event);
 
     if (this.options.shadow) this.moveShadow(delta);
     else this.moveElement(this.target, delta);
-  };
+  }
 
-  private onDragEnd = () => {
+  protected onDragEnd() {
     this.enable = false;
     if (this.options.shadow) {
       if (!this.shadow) return;
@@ -182,7 +190,7 @@ export class DragElement extends BaseBehavior<DragElementOptions> {
     this.showEdges();
     this.options.onFinish?.(this.target);
     this.target = [];
-  };
+  }
 
   private onDrop = async (event: IElementDragEvent) => {
     if (this.options.dropEffect !== 'link') return;
@@ -200,14 +208,14 @@ export class DragElement extends BaseBehavior<DragElementOptions> {
     await element?.draw({ animation: true });
   };
 
-  private validate(event: IElementDragEvent) {
+  protected validate(event: IElementDragEvent) {
     if (this.destroyed) return false;
     const { enable } = this.options;
     if (isFunction(enable)) return enable(event);
     return !!enable;
   }
 
-  private async moveElement(ids: ID[], offset: Point) {
+  protected async moveElement(ids: ID[], offset: Point) {
     const { model, element } = this.context;
     const { dropEffect } = this.options;
     ids.forEach((id) => {
@@ -262,7 +270,7 @@ export class DragElement extends BaseBehavior<DragElementOptions> {
     this.hiddenEdges = [];
   }
 
-  private hideEdge() {
+  protected hideEdge() {
     const { hideEdge, shadow } = this.options;
     if (hideEdge === 'none' || shadow) return;
     const { graph } = this.context;
diff --git a/packages/g6/src/behaviors/index.ts b/packages/g6/src/behaviors/index.ts
index 28778f6697..85d01eb6f3 100644
--- a/packages/g6/src/behaviors/index.ts
+++ b/packages/g6/src/behaviors/index.ts
@@ -3,6 +3,7 @@ export { CollapseExpand } from './collapse-expand';
 export { CreateEdge } from './create-edge';
 export { DragCanvas } from './drag-canvas';
 export { DragElement } from './drag-element';
+export { DragElementForce } from './drag-element-force';
 export { FocusElement } from './focus-element';
 export { HoverElement } from './hover-element';
 export { ZoomCanvas } from './zoom-canvas';
@@ -12,6 +13,7 @@ export type { CollapseExpandOptions } from './collapse-expand';
 export type { CreateEdgeOptions } from './create-edge';
 export type { DragCanvasOptions } from './drag-canvas';
 export type { DragElementOptions } from './drag-element';
+export type { DragElementForceOptions } from './drag-element-force';
 export type { FocusElementOptions } from './focus-element';
 export type { HoverElementOptions } from './hover-element';
 export type { ZoomCanvasOptions } from './zoom-canvas';
diff --git a/packages/g6/src/layouts/index.ts b/packages/g6/src/layouts/index.ts
index 58c9d8c1ec..2f7c4160ff 100644
--- a/packages/g6/src/layouts/index.ts
+++ b/packages/g6/src/layouts/index.ts
@@ -4,6 +4,7 @@ export {
   CircularLayout,
   ComboCombinedLayout,
   ConcentricLayout,
+  D3Force3DLayout,
   D3ForceLayout,
   DagreLayout,
   ForceAtlas2Layout,
diff --git a/packages/g6/src/layouts/types.ts b/packages/g6/src/layouts/types.ts
index 51fc8af89b..7b9b64f041 100644
--- a/packages/g6/src/layouts/types.ts
+++ b/packages/g6/src/layouts/types.ts
@@ -2,6 +2,7 @@ import type {
   AntVDagreLayoutOptions,
   CircularLayoutOptions,
   ConcentricLayoutOptions,
+  D3Force3DLayoutOptions,
   D3ForceLayoutOptions,
   DagreLayoutOptions,
   ForceAtlas2LayoutOptions,
@@ -19,6 +20,7 @@ export type BuiltInLayoutOptions =
   | CircularLayout
   | ConcentricLayout
   | D3ForceLayout
+  | D3Force3DLayout
   | DagreLayout
   | ForceAtlas2
   | ForceLayout
@@ -28,7 +30,7 @@ export type BuiltInLayoutOptions =
   | RadialLayout
   | RandomLayout;
 
-export interface BaseLayoutOptions extends AnimationOptions, WebWorkerLayoutOptions, PresetLayoutOptions {
+export interface BaseLayoutOptions extends AnimationOptions, WebWorkerLayoutOptions {
   type: string;
   /**
    * <zh/> 参与该布局的节点
@@ -73,6 +75,10 @@ interface D3ForceLayout extends BaseLayoutOptions, D3ForceLayoutOptions {
   type: 'd3force';
 }
 
+interface D3Force3DLayout extends BaseLayoutOptions, D3Force3DLayoutOptions {
+  type: 'd3force3d';
+}
+
 interface ForceLayout extends BaseLayoutOptions, ForceLayoutOptions {
   type: 'force' | 'gforce';
 }
@@ -89,10 +95,6 @@ interface DagreLayout extends BaseLayoutOptions, DagreLayoutOptions {
   type: 'dagre';
 }
 
-export interface PresetLayoutOptions {
-  presetLayout?: BaseLayoutOptions;
-}
-
 export interface AnimationOptions {
   /**
    * <zh/> 启用布局动画，对于迭代布局，会在两次迭代之间进行动画过渡
diff --git a/packages/g6/src/palettes/index.ts b/packages/g6/src/palettes/index.ts
index 68aa10ca5f..808fe2b0f0 100644
--- a/packages/g6/src/palettes/index.ts
+++ b/packages/g6/src/palettes/index.ts
@@ -17,6 +17,19 @@ export const spectral = [
   'rgb(94, 79, 162)',
 ];
 
+export const tableau = [
+  'rgb(78, 121, 167)',
+  'rgb(242, 142, 44)',
+  'rgb(225, 87, 89)',
+  'rgb(118, 183, 178)',
+  'rgb(89, 161, 79)',
+  'rgb(237, 201, 73)',
+  'rgb(175, 122, 161)',
+  'rgb(255, 157, 167)',
+  'rgb(156, 117, 95)',
+  'rgb(186, 176, 171)',
+];
+
 export const oranges = [
   'rgb(255, 245, 235)',
   'rgb(254, 230, 206)',
diff --git a/packages/g6/src/registry/build-in.ts b/packages/g6/src/registry/build-in.ts
index 4fb42783d1..9ac7c31835 100644
--- a/packages/g6/src/registry/build-in.ts
+++ b/packages/g6/src/registry/build-in.ts
@@ -4,6 +4,7 @@ import {
   CreateEdge,
   DragCanvas,
   DragElement,
+  DragElementForce,
   FocusElement,
   HoverElement,
   ZoomCanvas,
@@ -31,6 +32,7 @@ import {
   CircularLayout,
   ComboCombinedLayout,
   ConcentricLayout,
+  D3Force3DLayout,
   D3ForceLayout,
   DagreLayout,
   ForceAtlas2Layout,
@@ -45,7 +47,7 @@ import {
   indented,
   mindmap,
 } from '../layouts';
-import { blues, greens, oranges, spectral } from '../palettes';
+import { blues, greens, oranges, spectral, tableau } from '../palettes';
 import { Contextmenu, GridLine, Legend, Toolbar, Tooltip, Watermark } from '../plugins';
 import { dark, light } from '../themes';
 import type { ExtensionRegistry } from './types';
@@ -64,6 +66,7 @@ export const BUILT_IN_EXTENSIONS: ExtensionRegistry = {
     'zoom-canvas': ZoomCanvas,
     'drag-canvas': DragCanvas,
     'drag-element': DragElement,
+    'drag-element-force': DragElementForce,
     'collapse-expand': CollapseExpand,
     'hover-element': HoverElement,
     'focus-element': FocusElement,
@@ -89,6 +92,7 @@ export const BUILT_IN_EXTENSIONS: ExtensionRegistry = {
     circular: CircularLayout,
     concentric: ConcentricLayout,
     d3force: D3ForceLayout,
+    'd3-force-3d': D3Force3DLayout,
     dagre: DagreLayout,
     dendrogram,
     force: ForceLayout,
@@ -112,6 +116,7 @@ export const BUILT_IN_EXTENSIONS: ExtensionRegistry = {
   },
   palette: {
     spectral,
+    tableau,
     oranges,
     greens,
     blues,
diff --git a/packages/g6/src/runtime/layout.ts b/packages/g6/src/runtime/layout.ts
index 77bfd0dfbd..13bdede8e0 100644
--- a/packages/g6/src/runtime/layout.ts
+++ b/packages/g6/src/runtime/layout.ts
@@ -1,24 +1,22 @@
 import type { IAnimation } from '@antv/g';
 import type { Edge as GraphlibEdge, Node as GraphlibNode } from '@antv/graphlib';
 import { Graph as Graphlib } from '@antv/graphlib';
-import type { ForceLayoutOptions, Layout, LayoutMapping } from '@antv/layout';
+import type { Layout, LayoutMapping } from '@antv/layout';
 import { Supervisor, isLayoutWithIterations } from '@antv/layout';
-import { isNumber } from '@antv/util';
+import { deepMix } from '@antv/util';
 import { COMBO_KEY, GraphEvent, TREE_KEY } from '../constants';
-import type { BaseLayoutOptions } from '../layouts/types';
 import { getExtension } from '../registry';
 import type { EdgeData, NodeData } from '../spec';
 import type { STDLayoutOptions } from '../spec/layout';
-import type { NodeLikeData, PartialGraphData, Point, TreeData } from '../types';
+import type { PartialGraphData, TreeData } from '../types';
 import { getAnimation } from '../utils/animation';
 import { isVisible } from '../utils/element';
 import { GraphLifeCycleEvent, emit } from '../utils/event';
 import { createTreeStructure } from '../utils/graphlib';
-import { isComboLayout, isPositionSpecified, isTreeLayout } from '../utils/layout';
+import { isComboLayout, isTreeLayout } from '../utils/layout';
 import { parsePoint } from '../utils/point';
 import { parseSize } from '../utils/size';
 import { dfs } from '../utils/traverse';
-import { add } from '../utils/vector';
 import type { RuntimeContext } from './types';
 
 type LayoutGraphlibModel = Graphlib<Required<NodeData>['style'], Required<EdgeData>['style']>;
@@ -34,6 +32,8 @@ export class LayoutController {
 
   private instance?: Layout<unknown>;
 
+  private instances: Layout<unknown>[] = [];
+
   private animationResult?: IAnimation | null;
 
   private get presetOptions() {
@@ -51,45 +51,11 @@ export class LayoutController {
     this.context = context;
   }
 
-  /**
-   * <zh/> 初始化布局位置
-   *
-   * <en/> Initialize layout position
-   * @param model - <zh/> 布局数据 | <en/> Layout data
-   * @param options - <zh/> 预设布局配置项 | <en/> Preset layout options
-   * @returns <zh/> 布局结果 | <en/> Layout result
-   */
-  private async presetLayout(model: LayoutGraphlibModel, options?: BaseLayoutOptions) {
-    if (!options) return;
-    if (options.type) return this.stepLayout(model, options);
-
-    const positions = model.getAllNodes().reduce(
-      (nodes, node) => {
-        if (!isPositionSpecified(node.data)) {
-          // 如果没有指定位置，将节点放置到邻居节点的中心 / If the position is not specified, place the node in the center of the neighboring node
-          let p: Point = [0, 0, 0];
-          let count = 0;
-          model.getNeighbors(node.id).forEach((neighbor) => {
-            if (isPositionSpecified(neighbor.data)) {
-              const { x: nx, y: ny, z: nz = 0 } = neighbor.data;
-              p = add(p, [nx, ny, nz] as Point);
-              count++;
-            }
-          });
-          if (count) {
-            nodes.push({
-              id: node.id,
-              data: { x: p[0] / count, y: p[1] / count, z: p[2] / count },
-            });
-          }
-        }
-
-        return nodes;
-      },
-      [] as LayoutMapping['nodes'],
-    );
-
-    this.updateElementPosition({ nodes: positions, edges: [] }, false);
+  public getLayoutInstance(): Layout<unknown>[];
+  public getLayoutInstance(index: number): Layout<unknown>;
+  public getLayoutInstance(index?: number) {
+    if (index === undefined) return this.instances;
+    return this.instance;
   }
 
   public async layout() {
@@ -98,10 +64,9 @@ export class LayoutController {
     const { graph } = this.context;
     emit(graph, new GraphLifeCycleEvent(GraphEvent.BEFORE_LAYOUT));
     for (const options of pipeline) {
-      const { presetLayout } = options;
+      const index = pipeline.indexOf(options);
       const model = this.getLayoutDataModel(options);
-      await this.presetLayout(model, presetLayout);
-      const result = await this.stepLayout(model, { ...this.presetOptions, ...options });
+      const result = await this.stepLayout(model, { ...this.presetOptions, ...options }, index);
 
       if (!options.animation) {
         this.updateElementPosition(result, false);
@@ -110,16 +75,24 @@ export class LayoutController {
     emit(graph, new GraphLifeCycleEvent(GraphEvent.AFTER_LAYOUT));
   }
 
-  public async stepLayout(model: LayoutGraphlibModel, options: STDLayoutOptions): Promise<LayoutMapping> {
-    if (isTreeLayout(options)) return await this.treeLayout(model, options);
-    return await this.graphLayout(model, options);
+  public async stepLayout(
+    model: LayoutGraphlibModel,
+    options: STDLayoutOptions,
+    index: number,
+  ): Promise<LayoutMapping> {
+    if (isTreeLayout(options)) return await this.treeLayout(model, options, index);
+    return await this.graphLayout(model, options, index);
   }
 
-  private async graphLayout(model: LayoutGraphlibModel, options: STDLayoutOptions): Promise<LayoutMapping> {
-    // TODO iterations 考虑基于动画时长进行计算
+  private async graphLayout(
+    model: LayoutGraphlibModel,
+    options: STDLayoutOptions,
+    index: number,
+  ): Promise<LayoutMapping> {
     const { animation, enableWorker, iterations = 300 } = options;
 
     const layout = this.initGraphLayout(model, options);
+    this.instances[index] = layout;
     this.instance = layout;
 
     // 使用 web worker 执行布局 / Use web worker to execute layout
@@ -155,7 +128,11 @@ export class LayoutController {
     return layoutResult;
   }
 
-  private async treeLayout(model: LayoutGraphlibModel, options: STDLayoutOptions): Promise<LayoutMapping> {
+  private async treeLayout(
+    model: LayoutGraphlibModel,
+    options: STDLayoutOptions,
+    index: number,
+  ): Promise<LayoutMapping> {
     const { type, animation } = options;
     // @ts-expect-error @antv/hierarchy 布局格式与 @antv/layout 不一致，其导出的是一个方法，而非 class
     // The layout format of @antv/hierarchy is inconsistent with @antv/layout, it exports a method instead of a class
@@ -324,32 +301,23 @@ export class LayoutController {
 
     if (!Ctor) throw new Error(`The layout type ${type} is not found`);
 
-    const config = { nodeSize, width, height, center, ...restOptions };
+    const layout = new Ctor();
 
-    if (type === 'force') {
-      Object.assign(config, {
-        getMass: (node: GraphlibNode<Required<NodeLikeData>['style']>) => {
-          const { id } = node;
-          // 此处 node 是经过 converter 转化的 / Here node is converted
-          const { getMass } = options as ForceLayoutOptions;
-          // @ts-expect-error size is incompatible, but it's okay
-          if (getMass) return getMass(node);
-          const { mass } = node.data;
-          if (isNumber(mass)) return mass;
-          // 如果有预布局位置或者数据中指定了坐标，则质量为 10 / If there is a pre-layout position or the coordinates are specified in the data, the mass is 10
-          if (isPositionSpecified(model.getNode(id).data)) return 10;
-          if (isPositionSpecified(node.data)) return 10;
-          return 1;
-        },
-      });
-    } else if (type === 'dagre') {
-      Object.assign(config, {
-        // TODO 添加预设位置
-        preset: [],
-      });
+    const config = { nodeSize, width, height, center };
+
+    switch (layout.id) {
+      case 'd3-force':
+      case 'd3-force-3d':
+        Object.assign(config, {
+          center: { x: width / 2, y: height / 2, z: 0 },
+        });
+        break;
+      default:
+        break;
     }
 
-    return new Ctor(config);
+    deepMix(layout.options, config, restOptions);
+    return layout;
   }
 
   private updateElementPosition(layoutData: LayoutMapping, animation: boolean) {
@@ -385,6 +353,7 @@ export class LayoutController {
     this.supervisor?.kill();
     this.supervisor = undefined;
     this.instance = undefined;
+    this.instances = [];
     this.animationResult = undefined;
   }
 }