ok thats pretty good but what can simulated annealing do

src/main.py

@@ -24,6 +24,7 @@ def main():
    args = ap.parse_args()
 
    w_translation = json.loads(args.translation) if args.translation else None
+
    w = writer.Writer(writer.PyAutoGUIWriter(w_translation))
    if args.stdout:
       w = writer.Writer(writer.StdoutWriter())

src/reader.py

@@ -1,5 +1,6 @@
 import threading
 import math
+import json
 import queue
 import time
 import sys
@@ -69,11 +70,18 @@ class StdinReader:
       return None
 
 class RandomReader:
-   def __init__(self, keys):
-      self.keys = keys
+   def __init__(self, translation):
+      self.translation = translation
       self.pool = bucket.Bucket(1)
       self.pool.chooser = bucket.BucketChooserProportionalRandom()
-      for k,v in keys.items():
+
+      total_weight = float(sum([i["weight"] for i in translation.values()]))
+      for v in translation.values():
+         v["weight"] = float(v["weight"]) / total_weight
+      for v in translation.values():
+         v["weight"] = int(1000 * math.sqrt(v["weight"]))
+      print(1, json.dumps(translation, indent="   "))
+      for k,v in translation.items():
          for i in range(v["weight"]):
             self.pool.push(k)