Upload convert.py

convert.py

@@ -0,0 +1,37 @@
+import csv
+csv.field_size_limit(1000000000)
+
+if __name__ == '__main__':
+    # get md5 to all other properties map
+    md5_to_row = dict()
+    with open("posts-2023-09-14.csv", "r", encoding="utf-8") as input_file:
+        reader = csv.reader(input_file)
+        header = next(reader)
+
+        for row in reader:
+            # row[3] is md5
+            this_map = {row[3]:row}
+            md5_to_row.update(this_map)
+
+    # get all aesthetic ratings
+    aesthetic_score_rows = []
+    with open("aesthetic_scores_t3.4_q90.csv", "r", ) as input_file_2:
+        reader = csv.reader(input_file_2)
+        _ = next(reader)
+        for row in reader:
+            aesthetic_score_rows.append(row)
+
+
+    with open("output.csv", "w", encoding="utf-8", newline="") as output_file:
+        writer = csv.writer(output_file)
+        header.append("aesthetic_score")
+        writer.writerow(header)
+
+        for row in aesthetic_score_rows:
+            this_md5 = row[1]
+            if this_md5 in md5_to_row.keys():
+                this_row = md5_to_row[row[1]]
+                this_row.append(row[-1])
+                writer.writerow(this_row)
+
+