diff --git a/.github/workflows/create-python-release.yaml b/.github/workflows/create-python-release.yaml
index badd0c7..d9a9764 100644
--- a/.github/workflows/create-python-release.yaml
+++ b/.github/workflows/create-python-release.yaml
@@ -169,26 +169,6 @@ jobs:
           name: wheels-macos-${{ matrix.platform.target }}
           path: dist
 
-  sdist:
-    runs-on: ubuntu-latest
-    steps:
-      - run: sudo apt-get update && sudo apt-get install -y build-essential
-      - uses: actions/checkout@v4
-        with:
-          submodules: 'recursive'
-      - run: cd minimappers2
-      - name: Build sdist
-        uses: PyO3/maturin-action@v1
-        with:
-          command: sdist
-          working-directory: "minimappers2"
-          args: --out dist
-      - name: Upload sdist
-        uses: actions/upload-artifact@v4
-        with:
-          name: wheels-sdist
-          path: dist
-
   release:
     name: Release
     runs-on: ubuntu-latest
diff --git a/minimappers2/Cargo.lock b/minimappers2/Cargo.lock
index 40d59c2..0e2a018 100644
--- a/minimappers2/Cargo.lock
+++ b/minimappers2/Cargo.lock
@@ -661,6 +661,26 @@ version = "1.0.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "9028f49264629065d057f340a86acb84867925865f73bbf8d47b4d149a7e88b8"
 
+[[package]]
+name = "jemalloc-sys"
+version = "0.5.4+5.3.0-patched"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "ac6c1946e1cea1788cbfde01c993b52a10e2da07f4bac608228d1bed20bfebf2"
+dependencies = [
+ "cc",
+ "libc",
+]
+
+[[package]]
+name = "jemallocator"
+version = "0.5.4"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "a0de374a9f8e63150e6f5e8a60cc14c668226d7a347d8aee1a45766e3c4dd3bc"
+dependencies = [
+ "jemalloc-sys",
+ "libc",
+]
+
 [[package]]
 name = "jobserver"
 version = "0.1.32"
@@ -812,6 +832,7 @@ name = "minimappers2"
 version = "0.1.7"
 dependencies = [
  "crossbeam",
+ "jemallocator",
  "mimalloc",
  "minimap2",
  "polars",
@@ -1548,6 +1569,7 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "f402062616ab18202ae8319da13fa4279883a2b8a9d9f83f20dbade813ce1884"
 dependencies = [
  "cfg-if",
+ "chrono",
  "indoc",
  "libc",
  "memoffset",
diff --git a/minimappers2/example/Exampe.ipynb b/minimappers2/example/Exampe.ipynb
index 4c09cb2..c6db2ed 100644
--- a/minimappers2/example/Exampe.ipynb
+++ b/minimappers2/example/Exampe.ipynb
@@ -1084,7 +1084,7 @@
         }
        }
       },
-      "image/png": "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",
+      "image/png": "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",
       "text/html": [
        "<div>                            <div id=\"25cb4f94-b00e-4af4-b44b-844aa5f3593d\" class=\"plotly-graph-div\" style=\"height:525px; width:100%;\"></div>            <script type=\"text/javascript\">                require([\"plotly\"], function(Plotly) {                    window.PLOTLYENV=window.PLOTLYENV || {};                                    if (document.getElementById(\"25cb4f94-b00e-4af4-b44b-844aa5f3593d\")) {                    Plotly.newPlot(                        \"25cb4f94-b00e-4af4-b44b-844aa5f3593d\",                        [{\"alignmentgroup\":\"True\",\"bingroup\":\"x\",\"hovertemplate\":\"block_len=%{x}\\u003cbr\\u003ecount=%{y}\\u003cextra\\u003e\\u003c\\u002fextra\\u003e\",\"legendgroup\":\"\",\"marker\":{\"color\":\"#636efa\",\"pattern\":{\"shape\":\"\"}},\"name\":\"\",\"nbinsx\":10,\"offsetgroup\":\"\",\"orientation\":\"v\",\"showlegend\":false,\"x\":[4499,5000,4750,4250,3999,3750,3250,3000,3500,2750,2250,2500,1750,1999,1500,750,1250,1000,250,500],\"xaxis\":\"x\",\"yaxis\":\"y\",\"type\":\"histogram\"}],                        {\"template\":{\"data\":{\"histogram2dcontour\":[{\"type\":\"histogram2dcontour\",\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"},\"colorscale\":[[0.0,\"#0d0887\"],[0.1111111111111111,\"#46039f\"],[0.2222222222222222,\"#7201a8\"],[0.3333333333333333,\"#9c179e\"],[0.4444444444444444,\"#bd3786\"],[0.5555555555555556,\"#d8576b\"],[0.6666666666666666,\"#ed7953\"],[0.7777777777777778,\"#fb9f3a\"],[0.8888888888888888,\"#fdca26\"],[1.0,\"#f0f921\"]]}],\"choropleth\":[{\"type\":\"choropleth\",\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"}}],\"histogram2d\":[{\"type\":\"histogram2d\",\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"},\"colorscale\":[[0.0,\"#0d0887\"],[0.1111111111111111,\"#46039f\"],[0.2222222222222222,\"#7201a8\"],[0.3333333333333333,\"#9c179e\"],[0.4444444444444444,\"#bd3786\"],[0.5555555555555556,\"#d8576b\"],[0.6666666666666666,\"#ed7953\"],[0.7777777777777778,\"#fb9f3a\"],[0.8888888888888888,\"#fdca26\"],[1.0,\"#f0f921\"]]}],\"heatmap\":[{\"type\":\"heatmap\",\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"},\"colorscale\":[[0.0,\"#0d0887\"],[0.1111111111111111,\"#46039f\"],[0.2222222222222222,\"#7201a8\"],[0.3333333333333333,\"#9c179e\"],[0.4444444444444444,\"#bd3786\"],[0.5555555555555556,\"#d8576b\"],[0.6666666666666666,\"#ed7953\"],[0.7777777777777778,\"#fb9f3a\"],[0.8888888888888888,\"#fdca26\"],[1.0,\"#f0f921\"]]}],\"heatmapgl\":[{\"type\":\"heatmapgl\",\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"},\"colorscale\":[[0.0,\"#0d0887\"],[0.1111111111111111,\"#46039f\"],[0.2222222222222222,\"#7201a8\"],[0.3333333333333333,\"#9c179e\"],[0.4444444444444444,\"#bd3786\"],[0.5555555555555556,\"#d8576b\"],[0.6666666666666666,\"#ed7953\"],[0.7777777777777778,\"#fb9f3a\"],[0.8888888888888888,\"#fdca26\"],[1.0,\"#f0f921\"]]}],\"contourcarpet\":[{\"type\":\"contourcarpet\",\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"}}],\"contour\":[{\"type\":\"contour\",\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"},\"colorscale\":[[0.0,\"#0d0887\"],[0.1111111111111111,\"#46039f\"],[0.2222222222222222,\"#7201a8\"],[0.3333333333333333,\"#9c179e\"],[0.4444444444444444,\"#bd3786\"],[0.5555555555555556,\"#d8576b\"],[0.6666666666666666,\"#ed7953\"],[0.7777777777777778,\"#fb9f3a\"],[0.8888888888888888,\"#fdca26\"],[1.0,\"#f0f921\"]]}],\"surface\":[{\"type\":\"surface\",\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"},\"colorscale\":[[0.0,\"#0d0887\"],[0.1111111111111111,\"#46039f\"],[0.2222222222222222,\"#7201a8\"],[0.3333333333333333,\"#9c179e\"],[0.4444444444444444,\"#bd3786\"],[0.5555555555555556,\"#d8576b\"],[0.6666666666666666,\"#ed7953\"],[0.7777777777777778,\"#fb9f3a\"],[0.8888888888888888,\"#fdca26\"],[1.0,\"#f0f921\"]]}],\"mesh3d\":[{\"type\":\"mesh3d\",\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"}}],\"scatter\":[{\"fillpattern\":{\"fillmode\":\"overlay\",\"size\":10,\"solidity\":0.2},\"type\":\"scatter\"}],\"parcoords\":[{\"type\":\"parcoords\",\"line\":{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"}}}],\"scatterpolargl\":[{\"type\":\"scatterpolargl\",\"marker\":{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"}}}],\"bar\":[{\"error_x\":{\"color\":\"#2a3f5f\"},\"error_y\":{\"color\":\"#2a3f5f\"},\"marker\":{\"line\":{\"color\":\"#E5ECF6\",\"width\":0.5},\"pattern\":{\"fillmode\":\"overlay\",\"size\":10,\"solidity\":0.2}},\"type\":\"bar\"}],\"scattergeo\":[{\"type\":\"scattergeo\",\"marker\":{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"}}}],\"scatterpolar\":[{\"type\":\"scatterpolar\",\"marker\":{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"}}}],\"histogram\":[{\"marker\":{\"pattern\":{\"fillmode\":\"overlay\",\"size\":10,\"solidity\":0.2}},\"type\":\"histogram\"}],\"scattergl\":[{\"type\":\"scattergl\",\"marker\":{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"}}}],\"scatter3d\":[{\"type\":\"scatter3d\",\"line\":{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"}},\"marker\":{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"}}}],\"scattermapbox\":[{\"type\":\"scattermapbox\",\"marker\":{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"}}}],\"scatterternary\":[{\"type\":\"scatterternary\",\"marker\":{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"}}}],\"scattercarpet\":[{\"type\":\"scattercarpet\",\"marker\":{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"}}}],\"carpet\":[{\"aaxis\":{\"endlinecolor\":\"#2a3f5f\",\"gridcolor\":\"white\",\"linecolor\":\"white\",\"minorgridcolor\":\"white\",\"startlinecolor\":\"#2a3f5f\"},\"baxis\":{\"endlinecolor\":\"#2a3f5f\",\"gridcolor\":\"white\",\"linecolor\":\"white\",\"minorgridcolor\":\"white\",\"startlinecolor\":\"#2a3f5f\"},\"type\":\"carpet\"}],\"table\":[{\"cells\":{\"fill\":{\"color\":\"#EBF0F8\"},\"line\":{\"color\":\"white\"}},\"header\":{\"fill\":{\"color\":\"#C8D4E3\"},\"line\":{\"color\":\"white\"}},\"type\":\"table\"}],\"barpolar\":[{\"marker\":{\"line\":{\"color\":\"#E5ECF6\",\"width\":0.5},\"pattern\":{\"fillmode\":\"overlay\",\"size\":10,\"solidity\":0.2}},\"type\":\"barpolar\"}],\"pie\":[{\"automargin\":true,\"type\":\"pie\"}]},\"layout\":{\"autotypenumbers\":\"strict\",\"colorway\":[\"#636efa\",\"#EF553B\",\"#00cc96\",\"#ab63fa\",\"#FFA15A\",\"#19d3f3\",\"#FF6692\",\"#B6E880\",\"#FF97FF\",\"#FECB52\"],\"font\":{\"color\":\"#2a3f5f\"},\"hovermode\":\"closest\",\"hoverlabel\":{\"align\":\"left\"},\"paper_bgcolor\":\"white\",\"plot_bgcolor\":\"#E5ECF6\",\"polar\":{\"bgcolor\":\"#E5ECF6\",\"angularaxis\":{\"gridcolor\":\"white\",\"linecolor\":\"white\",\"ticks\":\"\"},\"radialaxis\":{\"gridcolor\":\"white\",\"linecolor\":\"white\",\"ticks\":\"\"}},\"ternary\":{\"bgcolor\":\"#E5ECF6\",\"aaxis\":{\"gridcolor\":\"white\",\"linecolor\":\"white\",\"ticks\":\"\"},\"baxis\":{\"gridcolor\":\"white\",\"linecolor\":\"white\",\"ticks\":\"\"},\"caxis\":{\"gridcolor\":\"white\",\"linecolor\":\"white\",\"ticks\":\"\"}},\"coloraxis\":{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"}},\"colorscale\":{\"sequential\":[[0.0,\"#0d0887\"],[0.1111111111111111,\"#46039f\"],[0.2222222222222222,\"#7201a8\"],[0.3333333333333333,\"#9c179e\"],[0.4444444444444444,\"#bd3786\"],[0.5555555555555556,\"#d8576b\"],[0.6666666666666666,\"#ed7953\"],[0.7777777777777778,\"#fb9f3a\"],[0.8888888888888888,\"#fdca26\"],[1.0,\"#f0f921\"]],\"sequentialminus\":[[0.0,\"#0d0887\"],[0.1111111111111111,\"#46039f\"],[0.2222222222222222,\"#7201a8\"],[0.3333333333333333,\"#9c179e\"],[0.4444444444444444,\"#bd3786\"],[0.5555555555555556,\"#d8576b\"],[0.6666666666666666,\"#ed7953\"],[0.7777777777777778,\"#fb9f3a\"],[0.8888888888888888,\"#fdca26\"],[1.0,\"#f0f921\"]],\"diverging\":[[0,\"#8e0152\"],[0.1,\"#c51b7d\"],[0.2,\"#de77ae\"],[0.3,\"#f1b6da\"],[0.4,\"#fde0ef\"],[0.5,\"#f7f7f7\"],[0.6,\"#e6f5d0\"],[0.7,\"#b8e186\"],[0.8,\"#7fbc41\"],[0.9,\"#4d9221\"],[1,\"#276419\"]]},\"xaxis\":{\"gridcolor\":\"white\",\"linecolor\":\"white\",\"ticks\":\"\",\"title\":{\"standoff\":15},\"zerolinecolor\":\"white\",\"automargin\":true,\"zerolinewidth\":2},\"yaxis\":{\"gridcolor\":\"white\",\"linecolor\":\"white\",\"ticks\":\"\",\"title\":{\"standoff\":15},\"zerolinecolor\":\"white\",\"automargin\":true,\"zerolinewidth\":2},\"scene\":{\"xaxis\":{\"backgroundcolor\":\"#E5ECF6\",\"gridcolor\":\"white\",\"linecolor\":\"white\",\"showbackground\":true,\"ticks\":\"\",\"zerolinecolor\":\"white\",\"gridwidth\":2},\"yaxis\":{\"backgroundcolor\":\"#E5ECF6\",\"gridcolor\":\"white\",\"linecolor\":\"white\",\"showbackground\":true,\"ticks\":\"\",\"zerolinecolor\":\"white\",\"gridwidth\":2},\"zaxis\":{\"backgroundcolor\":\"#E5ECF6\",\"gridcolor\":\"white\",\"linecolor\":\"white\",\"showbackground\":true,\"ticks\":\"\",\"zerolinecolor\":\"white\",\"gridwidth\":2}},\"shapedefaults\":{\"line\":{\"color\":\"#2a3f5f\"}},\"annotationdefaults\":{\"arrowcolor\":\"#2a3f5f\",\"arrowhead\":0,\"arrowwidth\":1},\"geo\":{\"bgcolor\":\"white\",\"landcolor\":\"#E5ECF6\",\"subunitcolor\":\"white\",\"showland\":true,\"showlakes\":true,\"lakecolor\":\"white\"},\"title\":{\"x\":0.05},\"mapbox\":{\"style\":\"light\"}}},\"xaxis\":{\"anchor\":\"y\",\"domain\":[0.0,1.0],\"title\":{\"text\":\"block_len\"}},\"yaxis\":{\"anchor\":\"x\",\"domain\":[0.0,1.0],\"title\":{\"text\":\"count\"}},\"legend\":{\"tracegroupgap\":0},\"margin\":{\"t\":60},\"barmode\":\"relative\"},                        {\"responsive\": true}                    ).then(function(){\n",
        "                            \n",
@@ -2039,7 +2039,7 @@
         }
        }
       },
-      "image/png": "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",
+      "image/png": "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",
       "text/html": [
        "<div>                            <div id=\"22acd065-ff0f-40e4-b1ec-c852e4c12f97\" class=\"plotly-graph-div\" style=\"height:525px; width:100%;\"></div>            <script type=\"text/javascript\">                require([\"plotly\"], function(Plotly) {                    window.PLOTLYENV=window.PLOTLYENV || {};                                    if (document.getElementById(\"22acd065-ff0f-40e4-b1ec-c852e4c12f97\")) {                    Plotly.newPlot(                        \"22acd065-ff0f-40e4-b1ec-c852e4c12f97\",                        [{\"hovertemplate\":\"target_start=%{x}\\u003cbr\\u003etarget_end=%{y}\\u003cextra\\u003e\\u003c\\u002fextra\\u003e\",\"legendgroup\":\"\",\"marker\":{\"color\":\"#636efa\",\"symbol\":\"circle\"},\"mode\":\"markers\",\"name\":\"\",\"orientation\":\"v\",\"showlegend\":false,\"x\":[464,7090,6386,3439,7993,1537,6219,7364,7737,10675,12467,1931,8117,4179,13144,1033,12513,2201,13884,9325],\"xaxis\":\"x\",\"y\":[4964,12090,11136,7189,12243,5537,9719,10114,10737,13925,14967,3931,10367,5929,14144,2533,13763,2451,14634,9825],\"yaxis\":\"y\",\"type\":\"scatter\"}],                        {\"template\":{\"data\":{\"histogram2dcontour\":[{\"type\":\"histogram2dcontour\",\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"},\"colorscale\":[[0.0,\"#0d0887\"],[0.1111111111111111,\"#46039f\"],[0.2222222222222222,\"#7201a8\"],[0.3333333333333333,\"#9c179e\"],[0.4444444444444444,\"#bd3786\"],[0.5555555555555556,\"#d8576b\"],[0.6666666666666666,\"#ed7953\"],[0.7777777777777778,\"#fb9f3a\"],[0.8888888888888888,\"#fdca26\"],[1.0,\"#f0f921\"]]}],\"choropleth\":[{\"type\":\"choropleth\",\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"}}],\"histogram2d\":[{\"type\":\"histogram2d\",\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"},\"colorscale\":[[0.0,\"#0d0887\"],[0.1111111111111111,\"#46039f\"],[0.2222222222222222,\"#7201a8\"],[0.3333333333333333,\"#9c179e\"],[0.4444444444444444,\"#bd3786\"],[0.5555555555555556,\"#d8576b\"],[0.6666666666666666,\"#ed7953\"],[0.7777777777777778,\"#fb9f3a\"],[0.8888888888888888,\"#fdca26\"],[1.0,\"#f0f921\"]]}],\"heatmap\":[{\"type\":\"heatmap\",\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"},\"colorscale\":[[0.0,\"#0d0887\"],[0.1111111111111111,\"#46039f\"],[0.2222222222222222,\"#7201a8\"],[0.3333333333333333,\"#9c179e\"],[0.4444444444444444,\"#bd3786\"],[0.5555555555555556,\"#d8576b\"],[0.6666666666666666,\"#ed7953\"],[0.7777777777777778,\"#fb9f3a\"],[0.8888888888888888,\"#fdca26\"],[1.0,\"#f0f921\"]]}],\"heatmapgl\":[{\"type\":\"heatmapgl\",\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"},\"colorscale\":[[0.0,\"#0d0887\"],[0.1111111111111111,\"#46039f\"],[0.2222222222222222,\"#7201a8\"],[0.3333333333333333,\"#9c179e\"],[0.4444444444444444,\"#bd3786\"],[0.5555555555555556,\"#d8576b\"],[0.6666666666666666,\"#ed7953\"],[0.7777777777777778,\"#fb9f3a\"],[0.8888888888888888,\"#fdca26\"],[1.0,\"#f0f921\"]]}],\"contourcarpet\":[{\"type\":\"contourcarpet\",\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"}}],\"contour\":[{\"type\":\"contour\",\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"},\"colorscale\":[[0.0,\"#0d0887\"],[0.1111111111111111,\"#46039f\"],[0.2222222222222222,\"#7201a8\"],[0.3333333333333333,\"#9c179e\"],[0.4444444444444444,\"#bd3786\"],[0.5555555555555556,\"#d8576b\"],[0.6666666666666666,\"#ed7953\"],[0.7777777777777778,\"#fb9f3a\"],[0.8888888888888888,\"#fdca26\"],[1.0,\"#f0f921\"]]}],\"surface\":[{\"type\":\"surface\",\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"},\"colorscale\":[[0.0,\"#0d0887\"],[0.1111111111111111,\"#46039f\"],[0.2222222222222222,\"#7201a8\"],[0.3333333333333333,\"#9c179e\"],[0.4444444444444444,\"#bd3786\"],[0.5555555555555556,\"#d8576b\"],[0.6666666666666666,\"#ed7953\"],[0.7777777777777778,\"#fb9f3a\"],[0.8888888888888888,\"#fdca26\"],[1.0,\"#f0f921\"]]}],\"mesh3d\":[{\"type\":\"mesh3d\",\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"}}],\"scatter\":[{\"fillpattern\":{\"fillmode\":\"overlay\",\"size\":10,\"solidity\":0.2},\"type\":\"scatter\"}],\"parcoords\":[{\"type\":\"parcoords\",\"line\":{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"}}}],\"scatterpolargl\":[{\"type\":\"scatterpolargl\",\"marker\":{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"}}}],\"bar\":[{\"error_x\":{\"color\":\"#2a3f5f\"},\"error_y\":{\"color\":\"#2a3f5f\"},\"marker\":{\"line\":{\"color\":\"#E5ECF6\",\"width\":0.5},\"pattern\":{\"fillmode\":\"overlay\",\"size\":10,\"solidity\":0.2}},\"type\":\"bar\"}],\"scattergeo\":[{\"type\":\"scattergeo\",\"marker\":{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"}}}],\"scatterpolar\":[{\"type\":\"scatterpolar\",\"marker\":{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"}}}],\"histogram\":[{\"marker\":{\"pattern\":{\"fillmode\":\"overlay\",\"size\":10,\"solidity\":0.2}},\"type\":\"histogram\"}],\"scattergl\":[{\"type\":\"scattergl\",\"marker\":{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"}}}],\"scatter3d\":[{\"type\":\"scatter3d\",\"line\":{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"}},\"marker\":{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"}}}],\"scattermapbox\":[{\"type\":\"scattermapbox\",\"marker\":{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"}}}],\"scatterternary\":[{\"type\":\"scatterternary\",\"marker\":{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"}}}],\"scattercarpet\":[{\"type\":\"scattercarpet\",\"marker\":{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"}}}],\"carpet\":[{\"aaxis\":{\"endlinecolor\":\"#2a3f5f\",\"gridcolor\":\"white\",\"linecolor\":\"white\",\"minorgridcolor\":\"white\",\"startlinecolor\":\"#2a3f5f\"},\"baxis\":{\"endlinecolor\":\"#2a3f5f\",\"gridcolor\":\"white\",\"linecolor\":\"white\",\"minorgridcolor\":\"white\",\"startlinecolor\":\"#2a3f5f\"},\"type\":\"carpet\"}],\"table\":[{\"cells\":{\"fill\":{\"color\":\"#EBF0F8\"},\"line\":{\"color\":\"white\"}},\"header\":{\"fill\":{\"color\":\"#C8D4E3\"},\"line\":{\"color\":\"white\"}},\"type\":\"table\"}],\"barpolar\":[{\"marker\":{\"line\":{\"color\":\"#E5ECF6\",\"width\":0.5},\"pattern\":{\"fillmode\":\"overlay\",\"size\":10,\"solidity\":0.2}},\"type\":\"barpolar\"}],\"pie\":[{\"automargin\":true,\"type\":\"pie\"}]},\"layout\":{\"autotypenumbers\":\"strict\",\"colorway\":[\"#636efa\",\"#EF553B\",\"#00cc96\",\"#ab63fa\",\"#FFA15A\",\"#19d3f3\",\"#FF6692\",\"#B6E880\",\"#FF97FF\",\"#FECB52\"],\"font\":{\"color\":\"#2a3f5f\"},\"hovermode\":\"closest\",\"hoverlabel\":{\"align\":\"left\"},\"paper_bgcolor\":\"white\",\"plot_bgcolor\":\"#E5ECF6\",\"polar\":{\"bgcolor\":\"#E5ECF6\",\"angularaxis\":{\"gridcolor\":\"white\",\"linecolor\":\"white\",\"ticks\":\"\"},\"radialaxis\":{\"gridcolor\":\"white\",\"linecolor\":\"white\",\"ticks\":\"\"}},\"ternary\":{\"bgcolor\":\"#E5ECF6\",\"aaxis\":{\"gridcolor\":\"white\",\"linecolor\":\"white\",\"ticks\":\"\"},\"baxis\":{\"gridcolor\":\"white\",\"linecolor\":\"white\",\"ticks\":\"\"},\"caxis\":{\"gridcolor\":\"white\",\"linecolor\":\"white\",\"ticks\":\"\"}},\"coloraxis\":{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"}},\"colorscale\":{\"sequential\":[[0.0,\"#0d0887\"],[0.1111111111111111,\"#46039f\"],[0.2222222222222222,\"#7201a8\"],[0.3333333333333333,\"#9c179e\"],[0.4444444444444444,\"#bd3786\"],[0.5555555555555556,\"#d8576b\"],[0.6666666666666666,\"#ed7953\"],[0.7777777777777778,\"#fb9f3a\"],[0.8888888888888888,\"#fdca26\"],[1.0,\"#f0f921\"]],\"sequentialminus\":[[0.0,\"#0d0887\"],[0.1111111111111111,\"#46039f\"],[0.2222222222222222,\"#7201a8\"],[0.3333333333333333,\"#9c179e\"],[0.4444444444444444,\"#bd3786\"],[0.5555555555555556,\"#d8576b\"],[0.6666666666666666,\"#ed7953\"],[0.7777777777777778,\"#fb9f3a\"],[0.8888888888888888,\"#fdca26\"],[1.0,\"#f0f921\"]],\"diverging\":[[0,\"#8e0152\"],[0.1,\"#c51b7d\"],[0.2,\"#de77ae\"],[0.3,\"#f1b6da\"],[0.4,\"#fde0ef\"],[0.5,\"#f7f7f7\"],[0.6,\"#e6f5d0\"],[0.7,\"#b8e186\"],[0.8,\"#7fbc41\"],[0.9,\"#4d9221\"],[1,\"#276419\"]]},\"xaxis\":{\"gridcolor\":\"white\",\"linecolor\":\"white\",\"ticks\":\"\",\"title\":{\"standoff\":15},\"zerolinecolor\":\"white\",\"automargin\":true,\"zerolinewidth\":2},\"yaxis\":{\"gridcolor\":\"white\",\"linecolor\":\"white\",\"ticks\":\"\",\"title\":{\"standoff\":15},\"zerolinecolor\":\"white\",\"automargin\":true,\"zerolinewidth\":2},\"scene\":{\"xaxis\":{\"backgroundcolor\":\"#E5ECF6\",\"gridcolor\":\"white\",\"linecolor\":\"white\",\"showbackground\":true,\"ticks\":\"\",\"zerolinecolor\":\"white\",\"gridwidth\":2},\"yaxis\":{\"backgroundcolor\":\"#E5ECF6\",\"gridcolor\":\"white\",\"linecolor\":\"white\",\"showbackground\":true,\"ticks\":\"\",\"zerolinecolor\":\"white\",\"gridwidth\":2},\"zaxis\":{\"backgroundcolor\":\"#E5ECF6\",\"gridcolor\":\"white\",\"linecolor\":\"white\",\"showbackground\":true,\"ticks\":\"\",\"zerolinecolor\":\"white\",\"gridwidth\":2}},\"shapedefaults\":{\"line\":{\"color\":\"#2a3f5f\"}},\"annotationdefaults\":{\"arrowcolor\":\"#2a3f5f\",\"arrowhead\":0,\"arrowwidth\":1},\"geo\":{\"bgcolor\":\"white\",\"landcolor\":\"#E5ECF6\",\"subunitcolor\":\"white\",\"showland\":true,\"showlakes\":true,\"lakecolor\":\"white\"},\"title\":{\"x\":0.05},\"mapbox\":{\"style\":\"light\"}}},\"xaxis\":{\"anchor\":\"y\",\"domain\":[0.0,1.0],\"title\":{\"text\":\"target_start\"}},\"yaxis\":{\"anchor\":\"x\",\"domain\":[0.0,1.0],\"title\":{\"text\":\"target_end\"}},\"legend\":{\"tracegroupgap\":0},\"margin\":{\"t\":60}},                        {\"responsive\": true}                    ).then(function(){\n",
        "                            \n",