diff --git a/dev/bench/data.js b/dev/bench/data.js
index 4f92b34a9..8929eab78 100644
--- a/dev/bench/data.js
+++ b/dev/bench/data.js
@@ -1,5 +1,5 @@
 window.BENCHMARK_DATA = {
-  "lastUpdate": 1734364669905,
+  "lastUpdate": 1734456606837,
   "repoUrl": "https://github.com/Pometry/Raphtory",
   "entries": {
     "Rust Benchmark": [
@@ -126562,6 +126562,780 @@ window.BENCHMARK_DATA = {
             "unit": "ns/iter"
           }
         ]
+      },
+      {
+        "commit": {
+          "author": {
+            "email": "ricopinazo@gmail.com",
+            "name": "Pedro Rico Pinazo",
+            "username": "ricopinazo"
+          },
+          "committer": {
+            "email": "noreply@github.com",
+            "name": "GitHub",
+            "username": "web-flow"
+          },
+          "distinct": true,
+          "id": "f00e7a8bdfc988c904f94913901b94ab8f40cdaa",
+          "message": "Document template fixes (#1894)\n\n* fix unbounded document templates\r\n\r\n* fix subgraph bug\r\n\r\n* fix float bug in graphql\r\n\r\n* update graph template and add a test for it\r\n\r\n* update python vector API\r\n\r\n* run cargo fmt\r\n\r\n* update docstring for graph.vectorise()\r\n\r\n* add test for default template in python\r\n\r\n* rename props to properties in the template\r\n\r\n* rename props to properties for add_constant_properties\r\n\r\n* remove dbg point in data.rs\r\n\r\n* update server vector API and fix python test\r\n\r\n* rename ConstProps to ConstProperties\r\n\r\n* rename ConstProperties in the docs\r\n\r\n* add a test to confirm the fix for the subgraph bug",
+          "timestamp": "2024-12-17T18:01:45+01:00",
+          "tree_id": "8666af668dd541d095fd373fb0315f194d392e96",
+          "url": "https://github.com/Pometry/Raphtory/commit/f00e7a8bdfc988c904f94913901b94ab8f40cdaa"
+        },
+        "date": 1734456604478,
+        "tool": "cargo",
+        "benches": [
+          {
+            "name": "local_triangle_count/local_triangle_count",
+            "value": 831040,
+            "range": "± 9138",
+            "unit": "ns/iter"
+          },
+          {
+            "name": "local_clustering_coefficient/local_clustering_coefficient",
+            "value": 89888,
+            "range": "± 563",
+            "unit": "ns/iter"
+          },
+          {
+            "name": "graphgen_large_clustering_coeff/graphgen_large_clustering_coeff/Graph(num_nodes=500004, num_edges=20...",
+            "value": 2039764085,
+            "range": "± 20773743",
+            "unit": "ns/iter"
+          },
+          {
+            "name": "graphgen_large_pagerank/graphgen_large_pagerank/Graph(num_nodes=500004, num_edges=2000000)",
+            "value": 215290055,
+            "range": "± 2385810",
+            "unit": "ns/iter"
+          },
+          {
+            "name": "graphgen_large_concomp/graphgen_large_concomp/Graph(num_nodes=500004, num_edges=2000000)",
+            "value": 2091156651,
+            "range": "± 28621884",
+            "unit": "ns/iter"
+          },
+          {
+            "name": "temporal_motifs/temporal_motifs",
+            "value": 23036044,
+            "range": "± 101578",
+            "unit": "ns/iter"
+          },
+          {
+            "name": "large/1k fixed edge updates with varying time",
+            "value": 266251,
+            "range": "± 6321",
+            "unit": "ns/iter"
+          },
+          {
+            "name": "large/1k fixed edge updates with varying time and numeric string input",
+            "value": 280159,
+            "range": "± 1673",
+            "unit": "ns/iter"
+          },
+          {
+            "name": "large/1k fixed edge updates with varying time and string input",
+            "value": 299178,
+            "range": "± 580",
+            "unit": "ns/iter"
+          },
+          {
+            "name": "large/1k random edge additions",
+            "value": 369570,
+            "range": "± 42902",
+            "unit": "ns/iter"
+          },
+          {
+            "name": "large/1k random edge additions with numeric string input",
+            "value": 636802,
+            "range": "± 39978",
+            "unit": "ns/iter"
+          },
+          {
+            "name": "lotr_graph/num_edges",
+            "value": 0,
+            "range": "± 0",
+            "unit": "ns/iter"
+          },
+          {
+            "name": "lotr_graph/num_edges_temporal",
+            "value": 21622,
+            "range": "± 2049",
+            "unit": "ns/iter"
+          },
+          {
+            "name": "lotr_graph/has_edge_existing",
+            "value": 53,
+            "range": "± 3",
+            "unit": "ns/iter"
+          },
+          {
+            "name": "lotr_graph/has_edge_nonexisting",
+            "value": 42,
+            "range": "± 2",
+            "unit": "ns/iter"
+          },
+          {
+            "name": "lotr_graph/active edge",
+            "value": 222,
+            "range": "± 9",
+            "unit": "ns/iter"
+          },
+          {
+            "name": "lotr_graph/edge has layer",
+            "value": 47,
+            "range": "± 0",
+            "unit": "ns/iter"
+          },
+          {
+            "name": "lotr_graph/num_nodes",
+            "value": 2,
+            "range": "± 0",
+            "unit": "ns/iter"
+          },
+          {
+            "name": "lotr_graph/has_node_existing",
+            "value": 13,
+            "range": "± 0",
+            "unit": "ns/iter"
+          },
+          {
+            "name": "lotr_graph/has_node_nonexisting",
+            "value": 3,
+            "range": "± 0",
+            "unit": "ns/iter"
+          },
+          {
+            "name": "lotr_graph/max_id",
+            "value": 23076,
+            "range": "± 929",
+            "unit": "ns/iter"
+          },
+          {
+            "name": "lotr_graph/max_degree",
+            "value": 26841,
+            "range": "± 1642",
+            "unit": "ns/iter"
+          },
+          {
+            "name": "lotr_graph/iterate nodes",
+            "value": 3084,
+            "range": "± 11",
+            "unit": "ns/iter"
+          },
+          {
+            "name": "lotr_graph/iterate edges",
+            "value": 30267,
+            "range": "± 90",
+            "unit": "ns/iter"
+          },
+          {
+            "name": "lotr_graph/iterate_exploded_edges",
+            "value": 326557,
+            "range": "± 1265",
+            "unit": "ns/iter"
+          },
+          {
+            "name": "lotr_graph/max_neighbour_degree",
+            "value": 17015,
+            "range": "± 372",
+            "unit": "ns/iter"
+          },
+          {
+            "name": "lotr_graph_materialise/materialize",
+            "value": 846278,
+            "range": "± 6005",
+            "unit": "ns/iter"
+          },
+          {
+            "name": "lotr_graph_window_100/num_edges",
+            "value": 25919,
+            "range": "± 1219",
+            "unit": "ns/iter"
+          },
+          {
+            "name": "lotr_graph_window_100/num_edges_temporal",
+            "value": 37685,
+            "range": "± 1510",
+            "unit": "ns/iter"
+          },
+          {
+            "name": "lotr_graph_window_100/has_edge_existing",
+            "value": 77,
+            "range": "± 10",
+            "unit": "ns/iter"
+          },
+          {
+            "name": "lotr_graph_window_100/has_edge_nonexisting",
+            "value": 45,
+            "range": "± 1",
+            "unit": "ns/iter"
+          },
+          {
+            "name": "lotr_graph_window_100/active edge",
+            "value": 240,
+            "range": "± 10",
+            "unit": "ns/iter"
+          },
+          {
+            "name": "lotr_graph_window_100/edge has layer",
+            "value": 46,
+            "range": "± 0",
+            "unit": "ns/iter"
+          },
+          {
+            "name": "lotr_graph_window_100/num_nodes",
+            "value": 7,
+            "range": "± 0",
+            "unit": "ns/iter"
+          },
+          {
+            "name": "lotr_graph_window_100/has_node_existing",
+            "value": 20,
+            "range": "± 0",
+            "unit": "ns/iter"
+          },
+          {
+            "name": "lotr_graph_window_100/has_node_nonexisting",
+            "value": 5,
+            "range": "± 0",
+            "unit": "ns/iter"
+          },
+          {
+            "name": "lotr_graph_window_100/max_id",
+            "value": 23920,
+            "range": "± 593",
+            "unit": "ns/iter"
+          },
+          {
+            "name": "lotr_graph_window_100/max_degree",
+            "value": 85938,
+            "range": "± 1990",
+            "unit": "ns/iter"
+          },
+          {
+            "name": "lotr_graph_window_100/iterate nodes",
+            "value": 3116,
+            "range": "± 17",
+            "unit": "ns/iter"
+          },
+          {
+            "name": "lotr_graph_window_100/iterate edges",
+            "value": 51255,
+            "range": "± 387",
+            "unit": "ns/iter"
+          },
+          {
+            "name": "lotr_graph_window_100/iterate_exploded_edges",
+            "value": 413926,
+            "range": "± 2519",
+            "unit": "ns/iter"
+          },
+          {
+            "name": "lotr_graph_window_100/max_neighbour_degree",
+            "value": 93174,
+            "range": "± 781",
+            "unit": "ns/iter"
+          },
+          {
+            "name": "lotr_graph_window_100_materialise/materialize",
+            "value": 1009277,
+            "range": "± 22973",
+            "unit": "ns/iter"
+          },
+          {
+            "name": "lotr_graph_window_10/num_edges",
+            "value": 25910,
+            "range": "± 1040",
+            "unit": "ns/iter"
+          },
+          {
+            "name": "lotr_graph_window_10/num_edges_temporal",
+            "value": 34205,
+            "range": "± 1040",
+            "unit": "ns/iter"
+          },
+          {
+            "name": "lotr_graph_window_10/has_edge_existing",
+            "value": 76,
+            "range": "± 11",
+            "unit": "ns/iter"
+          },
+          {
+            "name": "lotr_graph_window_10/has_edge_nonexisting",
+            "value": 44,
+            "range": "± 6",
+            "unit": "ns/iter"
+          },
+          {
+            "name": "lotr_graph_window_10/active edge",
+            "value": 241,
+            "range": "± 12",
+            "unit": "ns/iter"
+          },
+          {
+            "name": "lotr_graph_window_10/edge has layer",
+            "value": 46,
+            "range": "± 0",
+            "unit": "ns/iter"
+          },
+          {
+            "name": "lotr_graph_window_10/num_nodes",
+            "value": 15681,
+            "range": "± 901",
+            "unit": "ns/iter"
+          },
+          {
+            "name": "lotr_graph_window_10/has_node_existing",
+            "value": 42,
+            "range": "± 10",
+            "unit": "ns/iter"
+          },
+          {
+            "name": "lotr_graph_window_10/has_node_nonexisting",
+            "value": 5,
+            "range": "± 0",
+            "unit": "ns/iter"
+          },
+          {
+            "name": "lotr_graph_window_10/max_id",
+            "value": 22573,
+            "range": "± 2112",
+            "unit": "ns/iter"
+          },
+          {
+            "name": "lotr_graph_window_10/max_degree",
+            "value": 64505,
+            "range": "± 1068",
+            "unit": "ns/iter"
+          },
+          {
+            "name": "lotr_graph_window_10/iterate nodes",
+            "value": 4004,
+            "range": "± 47",
+            "unit": "ns/iter"
+          },
+          {
+            "name": "lotr_graph_window_10/iterate edges",
+            "value": 27865,
+            "range": "± 135",
+            "unit": "ns/iter"
+          },
+          {
+            "name": "lotr_graph_window_10/iterate_exploded_edges",
+            "value": 146334,
+            "range": "± 579",
+            "unit": "ns/iter"
+          },
+          {
+            "name": "lotr_graph_window_10/max_neighbour_degree",
+            "value": 58344,
+            "range": "± 1092",
+            "unit": "ns/iter"
+          },
+          {
+            "name": "lotr_graph_window_10_materialise/materialize",
+            "value": 557273,
+            "range": "± 3540",
+            "unit": "ns/iter"
+          },
+          {
+            "name": "lotr_graph_subgraph_10pc/num_edges",
+            "value": 20688,
+            "range": "± 565",
+            "unit": "ns/iter"
+          },
+          {
+            "name": "lotr_graph_subgraph_10pc/num_edges_temporal",
+            "value": 20884,
+            "range": "± 523",
+            "unit": "ns/iter"
+          },
+          {
+            "name": "lotr_graph_subgraph_10pc/has_edge_existing",
+            "value": 70,
+            "range": "± 3",
+            "unit": "ns/iter"
+          },
+          {
+            "name": "lotr_graph_subgraph_10pc/has_edge_nonexisting",
+            "value": 43,
+            "range": "± 2",
+            "unit": "ns/iter"
+          },
+          {
+            "name": "lotr_graph_subgraph_10pc/active edge",
+            "value": 297,
+            "range": "± 5",
+            "unit": "ns/iter"
+          },
+          {
+            "name": "lotr_graph_subgraph_10pc/edge has layer",
+            "value": 47,
+            "range": "± 0",
+            "unit": "ns/iter"
+          },
+          {
+            "name": "lotr_graph_subgraph_10pc/num_nodes",
+            "value": 9,
+            "range": "± 0",
+            "unit": "ns/iter"
+          },
+          {
+            "name": "lotr_graph_subgraph_10pc/has_node_existing",
+            "value": 18,
+            "range": "± 0",
+            "unit": "ns/iter"
+          },
+          {
+            "name": "lotr_graph_subgraph_10pc/has_node_nonexisting",
+            "value": 3,
+            "range": "± 0",
+            "unit": "ns/iter"
+          },
+          {
+            "name": "lotr_graph_subgraph_10pc/max_id",
+            "value": 13882,
+            "range": "± 1100",
+            "unit": "ns/iter"
+          },
+          {
+            "name": "lotr_graph_subgraph_10pc/max_degree",
+            "value": 21078,
+            "range": "± 675",
+            "unit": "ns/iter"
+          },
+          {
+            "name": "lotr_graph_subgraph_10pc/iterate nodes",
+            "value": 928,
+            "range": "± 2",
+            "unit": "ns/iter"
+          },
+          {
+            "name": "lotr_graph_subgraph_10pc/iterate edges",
+            "value": 4460,
+            "range": "± 25",
+            "unit": "ns/iter"
+          },
+          {
+            "name": "lotr_graph_subgraph_10pc/iterate_exploded_edges",
+            "value": 16028,
+            "range": "± 101",
+            "unit": "ns/iter"
+          },
+          {
+            "name": "lotr_graph_subgraph_10pc/max_neighbour_degree",
+            "value": 13385,
+            "range": "± 61",
+            "unit": "ns/iter"
+          },
+          {
+            "name": "lotr_graph_subgraph_10pc_materialise/materialize",
+            "value": 183451,
+            "range": "± 224",
+            "unit": "ns/iter"
+          },
+          {
+            "name": "lotr_graph_subgraph_10pc_windowed/num_edges",
+            "value": 21267,
+            "range": "± 551",
+            "unit": "ns/iter"
+          },
+          {
+            "name": "lotr_graph_subgraph_10pc_windowed/num_edges_temporal",
+            "value": 21651,
+            "range": "± 879",
+            "unit": "ns/iter"
+          },
+          {
+            "name": "lotr_graph_subgraph_10pc_windowed/has_edge_existing",
+            "value": 91,
+            "range": "± 7",
+            "unit": "ns/iter"
+          },
+          {
+            "name": "lotr_graph_subgraph_10pc_windowed/has_edge_nonexisting",
+            "value": 43,
+            "range": "± 6",
+            "unit": "ns/iter"
+          },
+          {
+            "name": "lotr_graph_subgraph_10pc_windowed/active edge",
+            "value": 295,
+            "range": "± 8",
+            "unit": "ns/iter"
+          },
+          {
+            "name": "lotr_graph_subgraph_10pc_windowed/edge has layer",
+            "value": 49,
+            "range": "± 0",
+            "unit": "ns/iter"
+          },
+          {
+            "name": "lotr_graph_subgraph_10pc_windowed/num_nodes",
+            "value": 11826,
+            "range": "± 901",
+            "unit": "ns/iter"
+          },
+          {
+            "name": "lotr_graph_subgraph_10pc_windowed/has_node_existing",
+            "value": 44,
+            "range": "± 7",
+            "unit": "ns/iter"
+          },
+          {
+            "name": "lotr_graph_subgraph_10pc_windowed/has_node_nonexisting",
+            "value": 4,
+            "range": "± 0",
+            "unit": "ns/iter"
+          },
+          {
+            "name": "lotr_graph_subgraph_10pc_windowed/max_id",
+            "value": 13958,
+            "range": "± 703",
+            "unit": "ns/iter"
+          },
+          {
+            "name": "lotr_graph_subgraph_10pc_windowed/max_degree",
+            "value": 20038,
+            "range": "± 1011",
+            "unit": "ns/iter"
+          },
+          {
+            "name": "lotr_graph_subgraph_10pc_windowed/iterate nodes",
+            "value": 1033,
+            "range": "± 4",
+            "unit": "ns/iter"
+          },
+          {
+            "name": "lotr_graph_subgraph_10pc_windowed/iterate edges",
+            "value": 6543,
+            "range": "± 16",
+            "unit": "ns/iter"
+          },
+          {
+            "name": "lotr_graph_subgraph_10pc_windowed/iterate_exploded_edges",
+            "value": 10934,
+            "range": "± 155",
+            "unit": "ns/iter"
+          },
+          {
+            "name": "lotr_graph_subgraph_10pc_windowed/max_neighbour_degree",
+            "value": 9085,
+            "range": "± 41",
+            "unit": "ns/iter"
+          },
+          {
+            "name": "lotr_graph_subgraph_10pc_windowed_materialise/materialize",
+            "value": 178100,
+            "range": "± 1749",
+            "unit": "ns/iter"
+          },
+          {
+            "name": "lotr_graph_window_50_layered/num_edges",
+            "value": 29512,
+            "range": "± 407",
+            "unit": "ns/iter"
+          },
+          {
+            "name": "lotr_graph_window_50_layered/num_edges_temporal",
+            "value": 126160,
+            "range": "± 714",
+            "unit": "ns/iter"
+          },
+          {
+            "name": "lotr_graph_window_50_layered/has_edge_existing",
+            "value": 83,
+            "range": "± 12",
+            "unit": "ns/iter"
+          },
+          {
+            "name": "lotr_graph_window_50_layered/has_edge_nonexisting",
+            "value": 67,
+            "range": "± 6",
+            "unit": "ns/iter"
+          },
+          {
+            "name": "lotr_graph_window_50_layered/active edge",
+            "value": 470,
+            "range": "± 48",
+            "unit": "ns/iter"
+          },
+          {
+            "name": "lotr_graph_window_50_layered/edge has layer",
+            "value": 536,
+            "range": "± 0",
+            "unit": "ns/iter"
+          },
+          {
+            "name": "lotr_graph_window_50_layered/num_nodes",
+            "value": 15691,
+            "range": "± 272",
+            "unit": "ns/iter"
+          },
+          {
+            "name": "lotr_graph_window_50_layered/has_node_existing",
+            "value": 38,
+            "range": "± 11",
+            "unit": "ns/iter"
+          },
+          {
+            "name": "lotr_graph_window_50_layered/has_node_nonexisting",
+            "value": 3,
+            "range": "± 0",
+            "unit": "ns/iter"
+          },
+          {
+            "name": "lotr_graph_window_50_layered/max_id",
+            "value": 23111,
+            "range": "± 439",
+            "unit": "ns/iter"
+          },
+          {
+            "name": "lotr_graph_window_50_layered/max_degree",
+            "value": 179347,
+            "range": "± 2950",
+            "unit": "ns/iter"
+          },
+          {
+            "name": "lotr_graph_window_50_layered/iterate nodes",
+            "value": 5936,
+            "range": "± 4",
+            "unit": "ns/iter"
+          },
+          {
+            "name": "lotr_graph_window_50_layered/iterate edges",
+            "value": 47180,
+            "range": "± 267",
+            "unit": "ns/iter"
+          },
+          {
+            "name": "lotr_graph_window_50_layered/iterate_exploded_edges",
+            "value": 1186782,
+            "range": "± 1304",
+            "unit": "ns/iter"
+          },
+          {
+            "name": "lotr_graph_window_50_layered/max_neighbour_degree",
+            "value": 247162,
+            "range": "± 391",
+            "unit": "ns/iter"
+          },
+          {
+            "name": "lotr_graph_window_50_layered_materialise/materialize",
+            "value": 1776697,
+            "range": "± 12125",
+            "unit": "ns/iter"
+          },
+          {
+            "name": "lotr_graph_persistent_window_50_layered/num_edges",
+            "value": 44881,
+            "range": "± 158",
+            "unit": "ns/iter"
+          },
+          {
+            "name": "lotr_graph_persistent_window_50_layered/num_edges_temporal",
+            "value": 168835,
+            "range": "± 635",
+            "unit": "ns/iter"
+          },
+          {
+            "name": "lotr_graph_persistent_window_50_layered/has_edge_existing",
+            "value": 91,
+            "range": "± 22",
+            "unit": "ns/iter"
+          },
+          {
+            "name": "lotr_graph_persistent_window_50_layered/has_edge_nonexisting",
+            "value": 60,
+            "range": "± 8",
+            "unit": "ns/iter"
+          },
+          {
+            "name": "lotr_graph_persistent_window_50_layered/active edge",
+            "value": 532,
+            "range": "± 205",
+            "unit": "ns/iter"
+          },
+          {
+            "name": "lotr_graph_persistent_window_50_layered/edge has layer",
+            "value": 530,
+            "range": "± 1",
+            "unit": "ns/iter"
+          },
+          {
+            "name": "lotr_graph_persistent_window_50_layered/num_nodes",
+            "value": 14578,
+            "range": "± 680",
+            "unit": "ns/iter"
+          },
+          {
+            "name": "lotr_graph_persistent_window_50_layered/has_node_existing",
+            "value": 24,
+            "range": "± 0",
+            "unit": "ns/iter"
+          },
+          {
+            "name": "lotr_graph_persistent_window_50_layered/has_node_nonexisting",
+            "value": 3,
+            "range": "± 0",
+            "unit": "ns/iter"
+          },
+          {
+            "name": "lotr_graph_persistent_window_50_layered/max_id",
+            "value": 23691,
+            "range": "± 388",
+            "unit": "ns/iter"
+          },
+          {
+            "name": "lotr_graph_persistent_window_50_layered/max_degree",
+            "value": 242619,
+            "range": "± 542",
+            "unit": "ns/iter"
+          },
+          {
+            "name": "lotr_graph_persistent_window_50_layered/iterate nodes",
+            "value": 6816,
+            "range": "± 17",
+            "unit": "ns/iter"
+          },
+          {
+            "name": "lotr_graph_persistent_window_50_layered/iterate edges",
+            "value": 71050,
+            "range": "± 145",
+            "unit": "ns/iter"
+          },
+          {
+            "name": "lotr_graph_persistent_window_50_layered/iterate_exploded_edges",
+            "value": 1731762,
+            "range": "± 3874",
+            "unit": "ns/iter"
+          },
+          {
+            "name": "lotr_graph_persistent_window_50_layered/max_neighbour_degree",
+            "value": 299337,
+            "range": "± 364",
+            "unit": "ns/iter"
+          },
+          {
+            "name": "lotr_graph_persistent_window_50_layered_materialise/materialize",
+            "value": 2696961,
+            "range": "± 10775",
+            "unit": "ns/iter"
+          },
+          {
+            "name": "lotr_graph/proto_decode",
+            "value": 1134286,
+            "range": "± 12212",
+            "unit": "ns/iter"
+          },
+          {
+            "name": "lotr_graph/proto_encode",
+            "value": 744888,
+            "range": "± 6999",
+            "unit": "ns/iter"
+          }
+        ]
       }
     ]
   }