Brrrr

WARNING: Cringe Code

source/create_dataset.py

@@ -3,15 +3,27 @@ from urllib.parse import unquote
 
 import io
 import csv
-import random
 
-lang = "de"
-n = 1100
+import time
 
-# removing duplicates
-def cleandata():
+langs = {
+    "en",
+    "ru",
+    "pt",
+    "it",
+    "es",
+    "fr",
+    "de",
+    "nl"
+}
+
+n = 2200
+n_k = n / 1000 - n % 100
+
+
+def cleandata(lang):
     input_file = f'data_{lang}.csv'
-    output_file = f'{lang}-wikihow-qa-dataset-1k.csv'
+    output_file = f'{lang}-wikihow-qa-dataset-{n_k}k.csv'
 
     unique_urls = {}
 
@@ -24,40 +36,41 @@ def cleandata():
         csv_output.writerow(header)
 
         for row in csv_input:
-            url = row[3]
-            if url not in unique_urls:
-                row[3] = f'{{"url": "{url}", "language": "{lang}"}}'
-                csv_output.writerow(row)
-                unique_urls[url] = True
-            else:
-                print(f"Duplicate row found, url: {url}")
-    print("Done!")
-
-# getting a random article
+            try:
+                url = row[3]
+                if url not in unique_urls:
+                    row[3] = f'{{"url": "{url}", "language": "{lang}"}}'
+                    csv_output.writerow(row)
+                    unique_urls[url] = True
+                else:
+                    print(f"\033[91mDuplicate row found, url: {url}\033[0m")
+            except:
+                print(f"\033[91mBroken found, url: {row}\033[0m")
+
 def getrandom():
     how_to = RandomHowTo(lang)
     wkhowto_url = how_to.url
 
     theme = unquote(how_to.title.encode('utf-8'))
 
-    # randomization
-    templates = [
-    "Wie mache ich {theme}?",
-    "Schreibe wie ich folgendes tun kann: {theme}"
-    ]
-
-    wkhowto_q = random.choice(templates).format(theme=theme)
+    wkhowto_q = theme
     wkhowto_a = how_to.print(extended=True)
     return wkhowto_q, wkhowto_a, wkhowto_url
 
-# saving .csv
-with open(f'data_{lang}.csv', mode='w', newline='') as file:
-    writer = csv.writer(file)
-    writer.writerow(['INSTRUCTION', 'RESPONSE', 'SOURCE', 'URL'])
-    for i in range(n):
-        wkhowto_q, wkhowto_a, wkhowto_url = getrandom()
-        data = [wkhowto_q, wkhowto_a, f'{lang}.wikihow.com', wkhowto_url]
-        writer.writerow(data)
-        print(f"{i+1} out of {n}")
-
-cleandata()
+for lang in langs:
+    print(f"\33[34mGenerating {lang}...\033[0m")
+    with open(f'data_{lang}.csv', mode='w', newline='') as file:
+        writer = csv.writer(file)
+        writer.writerow(['INSTRUCTION', 'RESPONSE', 'SOURCE', 'URL'])
+        for i in range(n):
+            wkhowto_q, wkhowto_a, wkhowto_url = getrandom()
+            data = [wkhowto_q, wkhowto_a, f'{lang}.wikihow.com', wkhowto_url]
+            writer.writerow(data)
+            print(f"{i+1} out of {n}\033[0m")
+            time.sleep(3)
+        print(f"\33[92mDone for {lang}!\033[0m\n")
+
+for lang in langs:
+    cleandata(lang)
+
+print("\33[32mDone for all!\033[0m")