scripts: Improve diversity of changes

Author: dtcxzyw

scripts/filter_pr_changes.py

@@ -2,31 +2,52 @@
 
 import subprocess
 import os
+import heapq
 
 max_diff_per_file = 500
 max_diff_total = 15000
 max_file_total = 200
+trivial_penalty = 200
+diversity_penalty_inc = 30
 
 stats = subprocess.check_output(['git', 'diff', '--numstat']).decode().splitlines()
-diffs = []
-# TODO: maximize diff diversity
-diff_pattern = set()
+diffs = dict()
 for line in stats:
     add, sub, file = line.removesuffix('\n').split()
     count = int(add)+int(sub)
     if count > max_diff_per_file:
         continue
-    key = (add, sub)
-    if key in diff_pattern:
-        continue
-    diff_pattern.add(key)
-    diffs.append((file, count))
-diffs.sort(key=lambda x: x[1])
+    if add == sub:
+        count += trivial_penalty
+    proj = os.path.basename(os.path.dirname(os.path.dirname(file)))
+    diff_list = diffs.get(proj, list())
+    diff_list.append((count, file, proj, int(add), int(sub)))
+    diffs[proj] = diff_list
+
+diff_heap = []
+for list in diffs.values():
+    list.sort(key=lambda x: x[0])
+    diff_heap.append(list.pop(0))
+heapq.heapify(diff_heap)
 
+diversity_penalty = dict()
+diff_pattern = set()
 file_count = 0
 diff_count = 0
+while len(diff_heap) != 0:
+    cnt, file, proj, add, sub = heapq.heappop(diff_heap)
+    proj_list = diffs[proj]
+    if len(proj_list) != 0:
+        diversity_penalty[proj] = diversity_penalty.get(proj, 0) + diversity_penalty_inc
+        cnt2, file2, proj2, add2, sub2 = proj_list.pop(0)
+        cnt2 += diversity_penalty[proj]
+        heapq.heappush(diff_heap, (cnt2, file2, proj2, add2, sub2))
 
-for file, count in diffs:
+    key = (add, sub)
+    if key in diff_pattern:
+        continue
+    diff_pattern.add(key)
+    count = add + sub
     if file_count < max_file_total and diff_count + count <= max_diff_total:
         file_count += 1
         diff_count += count