updated score calc

config/settings/base.py

@@ -313,9 +313,9 @@
 # https://docs.celeryq.dev/en/stable/userguide/configuration.html#std:setting-result_serializer
 CELERY_RESULT_SERIALIZER = "json"
 # https://docs.celeryq.dev/en/stable/userguide/configuration.html#task-time-limit
-CELERY_TASK_TIME_LIMIT = 5 * 60
+CELERY_TASK_TIME_LIMIT = 10 * 60
 # https://docs.celeryq.dev/en/stable/userguide/configuration.html#task-soft-time-limit
-CELERY_TASK_SOFT_TIME_LIMIT = 60
+CELERY_TASK_SOFT_TIME_LIMIT = 5 * 60
 # https://docs.celeryq.dev/en/stable/userguide/configuration.html#beat-scheduler
 CELERY_BEAT_SCHEDULER = "django_celery_beat.schedulers:DatabaseScheduler"
 # https://docs.celeryq.dev/en/stable/userguide/configuration.html#worker-send-task-events

press_release_nl/processor/signals.py

@@ -2,8 +2,8 @@
 from django.db.models.signals import post_save
 from django.dispatch import receiver
 
-from press_release_nl.processor.models import Text
+from press_release_nl.processor.models import Entry, Text
-from press_release_nl.processor.tasks import load_text, load_text_sum
+from press_release_nl.processor.tasks import load_text, load_text_sum, run_ml
 
 
 @receiver(post_save, sender=Text)
@@ -21,5 +21,11 @@ def run_text_process(sender, instance: Text, created, **kwargs):
                             Text.objects.create(entry=instance.entry, text=text)
                     instance.delete()
                     return
-        load_text.apply_async(kwargs={"pk": instance.pk}, countdown=2)
+        load_text.apply_async(kwargs={"pk": instance.pk}, countdown=1)
         load_text_sum.apply_async(kwargs={"pk": instance.pk}, countdown=4)
+
+
+@receiver(post_save, sender=Entry)
+def run_entry_ml(sender, instance: Entry, created, **kwargs):
+    if created:
+        run_ml.apply_async(kwargs={"pk": instance.pk}, countdown=4)

press_release_nl/processor/tasks.py

@@ -4,9 +4,9 @@
 import textract
 from celery import shared_task
 
-from press_release_nl.processor.models import Text
+from press_release_nl.processor.models import Entry, Text
 
-ML_HOST = "https://2b6a-176-59-106-6.ngrok-free.app/"
+ML_HOST = "http://192.168.107.95:8000/"
 ML_SUM_HOST = "https://dev.akarpov.ru/"
 
 
@@ -18,24 +18,51 @@ def load_text(pk: int):
             text.file.path, encoding="unicode_escape", language="rus"
         ).decode()
         text.save()
-    re = requests.post(ML_HOST + "predict", json={"data": text.text})
+    if not text.text:
-    if re.status_code != 200:
+        text.delete()
-        raise ValueError(re.text)
+        return
-    text.score = re.json()
+
-    text.save()
+
+@shared_task
+def run_ml(pk: int, f=True):
+    try:
+        entry = Entry.objects.get(pk=pk)
+    except Entry.DoesNotExist:
+        return
+    if entry.texts.filter(text__isnull=True).exists():
+        sleep(10)
+    for text in entry.texts.all():
+        re_bert = requests.post(ML_HOST + "bert/process", json={"data": text.text})
+        re_tf = requests.post(ML_HOST + "tfidf/process", json={"data": text.text})
+        if re_bert.status_code != 200:
+            print(re_bert.status_code, "bert")
+            continue
+        if re_tf.status_code != 200:
+            print(re_tf.status_code, "tf-idf")
+            continue
+        text.refresh_from_db()
+        text.score = {
+            "bert": re_bert.json(),
+            "f": re_tf.json(),
+        }
+        text.save(update_fields=["score"])
     return pk
 
 
 @shared_task
 def load_text_sum(pk: int):
+    try:
         text = Text.objects.get(pk=pk)
+    except Text.DoesNotExist:
+        return
     if not text.text:
         sleep(3)
     text.refresh_from_db()
     re = requests.post(ML_SUM_HOST, json={"body": text.text})
     if re.status_code != 200:
-        raise ValueError(re.text)
+        raise ValueError(re.status_code)
     data = re.json()
+    text.refresh_from_db()
     text.summery = str(data)
-    text.save()
+    text.save(update_fields=["summery"])
     return pk