Jefffrey commented on code in PR #19280:
URL: https://github.com/apache/datafusion/pull/19280#discussion_r2684821406


##########
docs/README.md:
##########
@@ -40,6 +40,11 @@ needing to create a virtual environment:
 uv run --with-requirements requirements.txt bash build.sh
 ```
 
+The docs build regenerates the workspace dependency graph via
+`docs/scripts/generate_dependency_graph.sh`, so ensure `cargo`, 
`cargo-depgraph`
+(`cargo install cargo-depgraph --version ^1.6 --locked`), and Graphviz `dot`
+(`brew install graphviz` or `sudo apt-get install -y graphviz`) are available.

Review Comment:
   A bit unfortunate we have these dependencies required on the host system; I 
suppose we can file a followup ticket to see if we can have a way to build docs 
locally without installing these (e.g. Docker or somehow see if `uv` can 
support this (no idea on this, just throwing out ideas))



##########
docs/source/contributor-guide/architecture/dependency-graph.md:
##########
@@ -0,0 +1,180 @@
+<!---
+  Licensed to the Apache Software Foundation (ASF) under one
+  or more contributor license agreements.  See the NOTICE file
+  distributed with this work for additional information
+  regarding copyright ownership.  The ASF licenses this file
+  to you under the Apache License, Version 2.0 (the
+  "License"); you may not use this file except in compliance
+  with the License.  You may obtain a copy of the License at
+
+    http://www.apache.org/licenses/LICENSE-2.0
+
+  Unless required by applicable law or agreed to in writing,
+  software distributed under the License is distributed on an
+  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+  KIND, either express or implied.  See the License for the
+  specific language governing permissions and limitations
+  under the License.
+-->
+
+# Workspace Dependency Graph
+
+This page shows the dependency relationships between DataFusion's workspace
+crates. This only includes internal dependencies, external crates like `Arrow` 
are not included
+
+The dependency graph is auto-generated by 
`docs/scripts/generate_dependency_graph.sh` to ensure it stays up-to-date, and 
the script now runs automatically as part of `docs/build.sh`.
+
+## Dependency Graph for Workspace Crates
+
+<!--
+  Below is an embedded .svg file, with interactive functionalities like 
drag/zoom-in/etc.
+  -->
+
+```{raw} html
+<div id="workspace-deps-wrapper" style="border:1px solid 
#d4d4d8;border-radius:10px;overflow:hidden;background:#fff;">
+  <div id="workspace-deps-inline" 
style="min-height:760px;width:100%;background:#f8fafc;overflow:hidden;padding:0;margin:0;">
+```
+
+```{eval-rst}
+.. raw:: html
+   :file: ../../_static/data/deps.svg
+```
+
+```{raw} html
+  </div>
+  <div style="padding:10px 12px;background:#f1f5f9;border-top:1px solid 
#e5e7eb;display:flex;justify-content:space-between;align-items:center;flex-wrap:wrap;gap:8px;">
+    <span style="color:#334155;font-size:0.95rem;">Interactive SVG (pan, zoom, 
search)</span>
+    <div style="display:flex;align-items:center;gap:6px;">
+      <button id="workspace-deps-zoom-out" type="button" style="padding:6px 
10px;border:1px solid 
#cbd5e1;border-radius:6px;background:#fff;color:#334155;cursor:pointer;">−</button>
+      <button id="workspace-deps-zoom-in" type="button" style="padding:6px 
10px;border:1px solid 
#cbd5e1;border-radius:6px;background:#fff;color:#334155;cursor:pointer;">+</button>
+    </div>
+    <a href="../../_static/data/deps.svg" target="_blank" rel="noopener"
+       style="font-weight:600;color:#2563eb;text-decoration:none;">Open SVG 
↗</a>
+  </div>
+</div>
+<script>
+  (function () {
+    const host = document.getElementById("workspace-deps-inline");
+    if (!host) {
+      return;
+    }
+
+    const svg = host.querySelector("svg");
+      if (!svg) {
+        host.textContent = "Unable to load dependency graph.";
+        host.style.display = "flex";
+        host.style.alignItems = "center";
+        host.style.justifyContent = "center";
+      host.style.background = "#f8fafc";
+      return;
+    }
+
+    svg.removeAttribute("width");
+    svg.removeAttribute("height");
+    svg.style.width = "100%";
+    svg.style.height = "100%";
+    svg.style.cursor = "grab";
+    svg.style.touchAction = "none";
+
+    const rawViewBox = (svg.getAttribute("viewBox") || 
"").split(/\s+/).map(Number);
+    if (rawViewBox.length !== 4 || rawViewBox.some((v) => Number.isNaN(v))) {
+      return;
+    }
+
+    const initial = {
+      x: rawViewBox[0],
+      y: rawViewBox[1],
+      width: rawViewBox[2],
+      height: rawViewBox[3],
+    };
+
+    const state = { ...initial };
+    const applyViewBox = () => {
+      svg.setAttribute("viewBox", `${state.x} ${state.y} ${state.width} 
${state.height}`);
+    };
+
+    let isPanning = false;
+    let last = { x: 0, y: 0 };
+
+    svg.addEventListener("pointerdown", (event) => {
+      isPanning = true;
+      last = { x: event.clientX, y: event.clientY };
+      svg.setPointerCapture(event.pointerId);
+      svg.style.cursor = "grabbing";
+    });
+
+    const endPan = (event) => {
+      if (event && svg.hasPointerCapture(event.pointerId)) {
+        svg.releasePointerCapture(event.pointerId);
+      }
+      isPanning = false;
+      svg.style.cursor = "grab";
+    };
+
+    svg.addEventListener("pointerup", endPan);
+    svg.addEventListener("pointerleave", endPan);
+    svg.addEventListener("pointercancel", endPan);
+
+    const zoomBy = (factor) => {
+      const targetWidth = state.width * factor;
+      const targetHeight = state.height * factor;
+      const minSize = Math.max(initial.width * 0.05, 10);
+      const maxSize = initial.width * 20;
+      const clampedWidth = Math.min(Math.max(targetWidth, minSize), maxSize);
+      const clampedHeight = Math.min(Math.max(targetHeight, minSize), maxSize);
+
+      state.x += (state.width - clampedWidth) / 2;
+      state.y += (state.height - clampedHeight) / 2;
+      state.width = clampedWidth;
+      state.height = clampedHeight;
+      applyViewBox();
+    };
+
+    const normalizeDelta = (deltaY, deltaMode) => {
+      // Make trackpad/wheel zoom feel smooth across devices.
+      const multiplier = deltaMode === 1 ? 16 : deltaMode === 2 ? 
window.innerHeight : 1;
+      return deltaY * multiplier;
+    };
+
+    svg.addEventListener("pointermove", (event) => {
+      if (!isPanning) {
+        return;
+      }
+      const scaleX = state.width / svg.clientWidth;
+      const scaleY = state.height / svg.clientHeight;
+      state.x -= (event.clientX - last.x) * scaleX;
+      state.y -= (event.clientY - last.y) * scaleY;
+      last = { x: event.clientX, y: event.clientY };
+      applyViewBox();
+    });
+
+    svg.addEventListener("wheel", (event) => {
+      event.preventDefault();
+
+      const delta = normalizeDelta(event.deltaY, event.deltaMode);
+      const factor = Math.exp(delta * 0.0015); // smaller magnitude for 
smoother scrolling
+      zoomBy(factor);
+    }, { passive: false });
+
+    const zoomIn = document.getElementById("workspace-deps-zoom-in");
+    const zoomOut = document.getElementById("workspace-deps-zoom-out");
+    if (zoomIn) {
+      zoomIn.addEventListener("click", () => zoomBy(0.9));
+    }
+    if (zoomOut) {
+      zoomOut.addEventListener("click", () => zoomBy(1.1));
+    }
+  })();
+</script>
+```
+
+### Explanations

Review Comment:
   ```suggestion
   ### Legend
   ```



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