Switched from threads to process

future.py

@@ -22,7 +22,7 @@
 #########################################################################
 
 from Monad import *
-import os.path, os, shutil, json, random, sys, socket, re, mimetypes, datetime, lmdb, hnswlib, time, bson, requests, socket, ast, functools, asyncio, concurrent.futures, itertools, mimetypes, io, threading, languagecodes
+import os.path, os, shutil, json, random, sys, socket, re, mimetypes, datetime, lmdb, hnswlib, time, bson, requests, socket, ast, functools, asyncio, concurrent.futures, itertools, mimetypes, io, multiprocessing, languagecode
 import numpy as np
 import numexpr as ne
 from flask import (Flask, render_template, request, redirect,
@@ -318,11 +318,11 @@ def loadMoreUrls(q_vec: np.ndarray, queryLanguage: str, numberOfURLs: int,
             "language": url["language"],
         } for url in search["results"]]
 
-        minter_thread = threading.Thread(target=mintTokens,
-                                         args=(q_vec,
-                                               np.frombuffer(
-                                                   search["results"][0]["vec"],
-                                                   dtype=np.float32)))
+        minter_thread = multiprocessing.Process(
+            target=mintTokens,
+            args=(q_vec,
+                  np.frombuffer(search["results"][0]["vec"],
+                                dtype=np.float32)))
         minter_thread.start()
 
         urlsInPreferedLanguage, urlsInOtherLanguages = [], []
@@ -360,7 +360,7 @@ def loadMoreImages(term: np.ndarray, number, page: int) -> dict:
                 image = bson.loads(
                     imageDBTransaction.get(str(image).encode("utf-8")))
                 if idx == 1:
-                    minter_thread = threading.Thread(
+                    minter_thread = multiprocessing.Process(
                         target=mintTokens,
                         args=(term,
                               np.frombuffer(image["vec"], dtype=np.float32)))