From 8ef166478a3c9af10160581261f2b4e2dfbeac16 Mon Sep 17 00:00:00 2001
From: Paul Gauthier <aider@paulg.org>
Date: Sat, 1 Jul 2023 17:18:14 -0700
Subject: [PATCH] graph layout

---
 assets/benchmarks.svg  | 625 +++++++++++++++++++++--------------------
 benchmark/benchmark.py |  15 +-
 docs/benchmarks.md     |   4 +-
 3 files changed, 331 insertions(+), 313 deletions(-)

diff --git a/assets/benchmarks.svg b/assets/benchmarks.svg
index e578b8722..2dfedbda3 100644
--- a/assets/benchmarks.svg
+++ b/assets/benchmarks.svg
@@ -1,12 +1,12 @@
 <?xml version="1.0" encoding="utf-8" standalone="no"?>
 <!DOCTYPE svg PUBLIC "-//W3C//DTD SVG 1.1//EN"
   "http://www.w3.org/Graphics/SVG/1.1/DTD/svg11.dtd">
-<svg xmlns:xlink="http://www.w3.org/1999/xlink" width="864pt" height="720pt" viewBox="0 0 864 720" xmlns="http://www.w3.org/2000/svg" version="1.1">
+<svg xmlns:xlink="http://www.w3.org/1999/xlink" width="864pt" height="576pt" viewBox="0 0 864 576" xmlns="http://www.w3.org/2000/svg" version="1.1">
  <metadata>
   <rdf:RDF xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:cc="http://creativecommons.org/ns#" xmlns:rdf="http://www.w3.org/1999/02/22-rdf-syntax-ns#">
    <cc:Work>
     <dc:type rdf:resource="http://purl.org/dc/dcmitype/StillImage"/>
-    <dc:date>2023-07-01T16:38:56.085115</dc:date>
+    <dc:date>2023-07-01T17:07:13.416292</dc:date>
     <dc:format>image/svg+xml</dc:format>
     <dc:creator>
      <cc:Agent>
@@ -21,8 +21,8 @@
  </defs>
  <g id="figure_1">
   <g id="patch_1">
-   <path d="M 0 720 
-L 864 720 
+   <path d="M 0 576 
+L 864 576 
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 L 0 0 
 z
@@ -30,8 +30,8 @@ z
   </g>
   <g id="axes_1">
    <g id="patch_2">
-    <path d="M 115.688 515.662963 
-L 840.24 515.662963 
+    <path d="M 115.688 501.032 
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 L 115.688 49.036875 
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@@ -41,17 +41,17 @@ z
     <g id="xtick_1">
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       </defs>
       <g>
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-      <!-- gpt-3.5-turbo-0301 -->
-      <g transform="translate(142.394935 662.701704) rotate(-45) scale(0.22 -0.22)">
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@@ -301,6 +301,24 @@ M 1744 3428
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+       <use xlink:href="#Helvetica-74" x="111.230469"/>
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+       <use xlink:href="#Helvetica-33" x="172.314453"/>
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+       <use xlink:href="#Helvetica-2d" x="311.328125"/>
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+       <use xlink:href="#Helvetica-75" x="372.412109"/>
+       <use xlink:href="#Helvetica-72" x="428.027344"/>
+       <use xlink:href="#Helvetica-62" x="461.328125"/>
+       <use xlink:href="#Helvetica-6f" x="516.943359"/>
+      </g>
+      <!-- -0301 -->
+      <g transform="translate(174.808736 547.6705) scale(0.22 -0.22)">
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@@ -334,6 +352,23 @@ L 613 3169
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+       <use xlink:href="#Helvetica-2d"/>
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        <use xlink:href="#Helvetica-70" x="55.615234"/>
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+       <use xlink:href="#Helvetica-2d"/>
+       <use xlink:href="#Helvetica-30" x="33.300781"/>
+       <use xlink:href="#Helvetica-36" x="88.916016"/>
+       <use xlink:href="#Helvetica-31" x="144.53125"/>
+       <use xlink:href="#Helvetica-33" x="200.146484"/>
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+     <g id="text_3">
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+      <g transform="translate(414.989 523.865125) scale(0.22 -0.22)">
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        <use xlink:href="#Helvetica-70" x="55.615234"/>
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-      <!-- gpt-3.5-turbo-16k-0613 -->
-      <g transform="translate(402.289653 692.961234) rotate(-45) scale(0.22 -0.22)">
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        <defs>
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-       <use xlink:href="#Helvetica-31" x="911.621094"/>
-       <use xlink:href="#Helvetica-33" x="967.236328"/>
+       <use xlink:href="#Helvetica-2d"/>
+       <use xlink:href="#Helvetica-31" x="33.300781"/>
+       <use xlink:href="#Helvetica-36" x="88.916016"/>
+       <use xlink:href="#Helvetica-6b" x="144.53125"/>
+       <use xlink:href="#Helvetica-2d" x="194.53125"/>
+       <use xlink:href="#Helvetica-30" x="227.832031"/>
+       <use xlink:href="#Helvetica-36" x="283.447266"/>
+       <use xlink:href="#Helvetica-31" x="339.0625"/>
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      </g>
      <g id="text_4">
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-      <g transform="translate(581.616875 608.859721) rotate(-45) scale(0.22 -0.22)">
+      <g transform="translate(562.275773 523.531687) scale(0.22 -0.22)">
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+    <path d="M 470.961542 125.418489 
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     <!-- First coding -->
-    <g transform="translate(414.239013 81.226631) scale(0.22 -0.22)">
+    <g transform="translate(414.239013 93.030769) scale(0.22 -0.22)">
      <defs>
       <path id="Helvetica-46" d="M 547 4591 
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@@ -1646,7 +1657,7 @@ z
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     </g>
     <!-- attempt -->
-    <g transform="translate(434.406825 105.032006) scale(0.22 -0.22)">
+    <g transform="translate(434.406825 116.836144) scale(0.22 -0.22)">
      <defs>
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@@ -1689,17 +1700,17 @@ z
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    <g id="text_30">
     <!-- Second attempt, -->
-    <g transform="translate(666.013965 94.765093) scale(0.22 -0.22)">
+    <g transform="translate(666.013965 91.8389) scale(0.22 -0.22)">
      <defs>
       <path id="Helvetica-53" d="M 894 1481 
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     </g>
     <!-- after seeing -->
-    <g transform="translate(688.636152 118.556718) scale(0.22 -0.22)">
+    <g transform="translate(688.636152 115.630525) scale(0.22 -0.22)">
      <use xlink:href="#Helvetica-61"/>
      <use xlink:href="#Helvetica-66" x="55.615234"/>
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     </g>
     <!-- unittest errors -->
-    <g transform="translate(678.871933 142.362093) scale(0.22 -0.22)">
+    <g transform="translate(678.871933 139.4359) scale(0.22 -0.22)">
      <use xlink:href="#Helvetica-75"/>
      <use xlink:href="#Helvetica-6e" x="55.615234"/>
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 L 179.488 131.952813 
 L 135.488 131.952813 
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+" style="fill: url(#h83cb846590); stroke: #eeeeee; stroke-width: 2; stroke-linejoin: miter"/>
     </g>
     <g id="text_34">
      <!-- diff-func -->
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 L 179.488 194.687188 
 L 135.488 194.687188 
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     <g id="text_36">
      <!-- whole-func -->
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diff --git a/benchmark/benchmark.py b/benchmark/benchmark.py
index bb9c8122d..9d885d86c 100755
--- a/benchmark/benchmark.py
+++ b/benchmark/benchmark.py
@@ -54,6 +54,11 @@ def show_stats(dirnames):
         if row.edit_format == "diff-func-string":
             row.edit_format = "diff-func"
 
+        pieces = row.model.split("-")
+        row.model = "-".join(pieces[:3])
+        if pieces[3:]:
+            row.model += "\n-" + "-".join(pieces[3:])
+
         if row.completed_tests < 133:
             print(f"Warning: {row.dir_name} is incomplete: {row.completed_tests}")
 
@@ -83,7 +88,7 @@ def show_stats(dirnames):
 
     rc("font", **{"family": "sans-serif", "sans-serif": ["Helvetica"], "size": 22})
 
-    fig, ax = plt.subplots(figsize=(12, 10))
+    fig, ax = plt.subplots(figsize=(12, 8))
     ax.grid(axis="y", zorder=0, lw=0.2)
 
     zorder = 1
@@ -121,7 +126,7 @@ def show_stats(dirnames):
                 **edge,
             )
             if zorder == 2:
-                ax.bar_label(rects, padding=8, labels=[f"{v:.0f}%" for v in df[fmt]], size=11)
+                ax.bar_label(rects, padding=8, labels=[f"{v:.0f}%" for v in df[fmt]], size=14)
 
     if repeats:
         repeats = pd.DataFrame.from_records(repeats)
@@ -133,12 +138,12 @@ def show_stats(dirnames):
         ax.errorbar(1.4, 44, yerr=[[lo], [hi]], fmt="none", zorder=5, capsize=5)
 
     ax.set_xticks([p + 1.5 * width for p in pos])
-    ax.set_xticklabels(models, rotation=45)
+    ax.set_xticklabels(models)
 
     ax.annotate(
         "First coding\nattempt",
-        xy=(2.9, 50),
-        xytext=(2.25, 88),
+        xy=(2.9, 51),
+        xytext=(2.25, 85),
         horizontalalignment="center",
         arrowprops={"arrowstyle": "->", "connectionstyle": "arc3,rad=0.3"},
     )
diff --git a/docs/benchmarks.md b/docs/benchmarks.md
index ee7212196..b90e7bf6d 100644
--- a/docs/benchmarks.md
+++ b/docs/benchmarks.md
@@ -235,8 +235,10 @@ The benchmark results have me fairly convinced that the new
 `gpt-3.5-turbo-0613` and `gpt-3.5-16k-0613` models
 are a bit worse at code editing than
 the older `gpt-3.5-turbo-0301` model.
-This is especially visible if you look at just the "first coding attempt"
+This is especially visible in the "first coding attempt"
 portion of each result, before GPT gets a second chance to edit the code.
+Look at the horizontal white line in the middle of the first three blue bars.
+
 Performance with the `whole` edit format was 46% for the
 February model and only 39% for the June models.
 I saw other signs of this degraded performance