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16 changed files with 406 additions and 45 deletions

View file

@ -13,6 +13,7 @@ urlpatterns = [
path("accounts/", include("accounts.urls")),
path("documents/", include("documents.urls")),
path("requests/", include("document_requests.urls")),
path("authorization_requests/", include("authorization_requests.urls")),
path("questionnaires/", include("questionnaires.urls")),
path("admin/", admin.site.urls),
path("schema/", SpectacularAPIView.as_view(), name="schema"),

View file

@ -0,0 +1,11 @@
from django.contrib import admin
from unfold.admin import ModelAdmin
from .models import AuthorizationRequest
# Register your models here.
@admin.register(AuthorizationRequest)
class AuthorizationRequestAdmin(ModelAdmin):
search_fields = ["id"]
list_display = ["id", "date_requested", "status", "college"]

View file

@ -0,0 +1,6 @@
from django.apps import AppConfig
class AuthorizationRequestsConfig(AppConfig):
default_auto_field = "django.db.models.BigAutoField"
name = "authorization_requests"

View file

@ -0,0 +1,61 @@
# Generated by Django 5.1.3 on 2025-01-08 16:56
import django.db.models.deletion
import django.utils.timezone
from django.conf import settings
from django.db import migrations, models
class Migration(migrations.Migration):
initial = True
dependencies = [
migrations.swappable_dependency(settings.AUTH_USER_MODEL),
]
operations = [
migrations.CreateModel(
name="AuthorizationRequest",
fields=[
(
"id",
models.BigAutoField(
auto_created=True,
primary_key=True,
serialize=False,
verbose_name="ID",
),
),
("documents", models.TextField(max_length=2048)),
(
"date_requested",
models.DateTimeField(
default=django.utils.timezone.now, editable=False
),
),
("college", models.CharField(max_length=64)),
("purpose", models.TextField(max_length=512)),
("remarks", models.TextField(blank=True, max_length=512, null=True)),
(
"status",
models.CharField(
choices=[
("pending", "Pending"),
("approved", "Approved"),
("denied", "Denied"),
],
default="pending",
max_length=32,
),
),
(
"requester",
models.ForeignKey(
on_delete=django.db.models.deletion.CASCADE,
to=settings.AUTH_USER_MODEL,
),
),
],
),
]

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@ -0,0 +1,22 @@
from django.db import models
from django.utils.timezone import now
class AuthorizationRequest(models.Model):
requester = models.ForeignKey(
"accounts.CustomUser", on_delete=models.CASCADE)
documents = models.TextField(max_length=2048, blank=False, null=False)
date_requested = models.DateTimeField(default=now, editable=False)
college = models.CharField(max_length=64, blank=False, null=False)
purpose = models.TextField(max_length=512, blank=False, null=False)
STATUS_CHOICES = (
("pending", "Pending"),
("approved", "Approved"),
("denied", "Denied"),
)
remarks = models.TextField(max_length=512, blank=True, null=True)
status = models.CharField(
max_length=32, choices=STATUS_CHOICES, default="pending")

View file

@ -0,0 +1,109 @@
from rest_framework import serializers
from accounts.models import CustomUser
from emails.templates import RequestUpdateEmail
from .models import AuthorizationRequest
class AuthorizationRequestCreationSerializer(serializers.ModelSerializer):
requester = serializers.SlugRelatedField(
many=False, slug_field="id", queryset=CustomUser.objects.all(), required=False
)
documents = serializers.CharField(max_length=2048, required=True)
college = serializers.CharField(max_length=64)
purpose = serializers.CharField(max_length=512)
class Meta:
model = AuthorizationRequest
fields = ["requester", "college", "purpose", "documents"]
def create(self, validated_data):
user = self.context["request"].user
# Set requester to user who sent HTTP request to prevent spoofing
validated_data["requester"] = user
return AuthorizationRequest.objects.create(**validated_data)
class AuthorizationRequestSerializer(serializers.ModelSerializer):
requester = serializers.SlugRelatedField(
many=False,
slug_field="full_name",
queryset=CustomUser.objects.all(),
)
date_requested = serializers.DateTimeField(
format="%m-%d-%Y %I:%M %p", read_only=True
)
class Meta:
model = AuthorizationRequest
fields = [
"id",
"requester",
"college",
"purpose",
"date_requested",
"documents",
"remarks",
"status",
]
read_only_fields = [
"id",
"requester",
"college",
"purpose",
"date_requested",
"documents",
"remarks,"
"status",
]
class AuthorizationRequestUpdateSerializer(serializers.ModelSerializer):
status = serializers.ChoiceField(
choices=AuthorizationRequest.STATUS_CHOICES, required=True
)
class Meta:
model = AuthorizationRequest
fields = ["id", "status", "remarks"]
read_only_fields = ["id"]
def update(self, instance, validated_data):
print(validated_data)
if instance.status == "denied" or instance.status == "approved":
raise serializers.ValidationError(
{
"error": "Already approved/denied requests cannot be updated. You should instead create a new request and approve it from there"
}
)
elif "status" not in validated_data:
raise serializers.ValidationError(
{
"error": "No status value update provided"
}
)
elif validated_data["status"] == instance.status:
raise serializers.ValidationError(
{"error": "Request form status provided is the same as current status"}
)
elif validated_data["status"] == "denied" and "remarks" not in validated_data:
raise serializers.ValidationError(
{"error": "Request denial requires remarks"}
)
representation = super().update(instance, validated_data)
# Send an email on request status update
try:
email = RequestUpdateEmail()
email.context = {"request_status": validated_data["status"]}
if validated_data["status"] == "denied":
email.context = {"remarks": validated_data["remarks"]}
else:
email.context = {"remarks": "N/A"}
email.send(to=[instance.requester.email])
except:
# Silence out errors if email sending fails
pass
return representation

View file

@ -0,0 +1,12 @@
from django.urls import path, include
from .views import (
AuthorizationRequestCreateView,
AuthorizationRequestUpdateView,
AuthorizationRequestListView,
)
urlpatterns = [
path("create/", AuthorizationRequestCreateView.as_view()),
path("list/", AuthorizationRequestListView.as_view()),
path("update/<int:pk>/", AuthorizationRequestUpdateView.as_view()),
]

View file

@ -0,0 +1,53 @@
from rest_framework import generics
from rest_framework.permissions import IsAuthenticated
from rest_framework.pagination import PageNumberPagination
from accounts.permissions import IsHead, IsStaff
from rest_framework.pagination import PageNumberPagination
from .serializers import (
AuthorizationRequestCreationSerializer,
AuthorizationRequestSerializer,
AuthorizationRequestUpdateSerializer
)
from .models import AuthorizationRequest
class AuthorizationRequestCreateView(generics.CreateAPIView):
"""
Used by clients to create authorization requests. Requires passing in request information in addition to the documents themselves
"""
http_method_names = ["post"]
serializer_class = AuthorizationRequestCreationSerializer
permission_classes = [IsAuthenticated]
class AuthorizationRequestListView(generics.ListAPIView):
"""
Returns authorization requests. If authorization requests are approved, also returns the link to download the document.
Staff/Head are able to view all authorization requests here. Clients are only able to view their own requests.
"""
http_method_names = ["get"]
serializer_class = AuthorizationRequestSerializer
pagination_class = PageNumberPagination
permission_classes = [IsAuthenticated]
def get_queryset(self):
user = self.request.user
if user.role == "client":
queryset = AuthorizationRequest.objects.filter(requester=user)
else:
queryset = AuthorizationRequest.objects.all()
return queryset
class AuthorizationRequestUpdateView(generics.UpdateAPIView):
"""
Used by head approve or deny authorization requests.
"""
http_method_names = ["patch"]
serializer_class = AuthorizationRequestUpdateSerializer
permission_classes = [IsAuthenticated, IsHead]
queryset = AuthorizationRequest.objects.all()

View file

@ -18,8 +18,9 @@ import logging
import time
from ollama import Client
from pydantic import BaseModel
from datetime import date, datetime
from typing import Optional
import json
import calendar
class PDFHandler(FileSystemEventHandler):
@ -87,11 +88,6 @@ class PDFHandler(FileSystemEventHandler):
# Try to pass image to the Ollama image recognition API first
try:
class DocumentCategory(BaseModel):
category: str = "other"
sent_from: str = "N/A"
explanation: Optional[str] = None
client = Client(
host=get_secret("OLLAMA_URL"),
auth=httpx.BasicAuth(
@ -101,15 +97,54 @@ class PDFHandler(FileSystemEventHandler):
encoded_image = base64.b64encode(
img_buffer.getvalue()).decode()
# First LLM API call to determine category
class DocumentSchema(BaseModel):
category: str = "other"
explanation: Optional[str] = None
possible_categories = set((Document.objects.all().values_list(
"document_type", flat=True), "Documented Procedures Manual", "Form", "Special Order", "Memorandum"))
prompt = f"""
Read the text from the image and provide a category. Return as JSON.
Read the text from the image and provide a document_type.
Possible categories are: {possible_categories}. You are free to create a new one if none are suitable.
Possible document types are: {possible_categories}. You are free to create a new one if none are suitable.
If the document is of type Special Order or Memorandum, provide the sender of the document. Possible senders are Vice President, President, Chancellor.
provide N/A.
If the document_type is Special Order or Memorandum, provide the sender of the document under sent_from.
Do all of this and return your output in JSON.
"""
response = client.chat(
model=get_secret("OLLAMA_MODEL"),
messages=[
{"role": "user",
"content": prompt,
"images": [encoded_image]},
],
format=DocumentSchema.model_json_schema(),
options={
"temperature": 0
},
)
result = DocumentSchema.model_validate_json(
response.message.content)
document_type = result.category
# Second LLM API call to determine other details
class DocumentSchema(BaseModel):
sent_from: str = "N/A"
subject: str = "N/A"
document_date: Optional[date]
explanation: Optional[str] = None
prompt = f"""
Determine who sent the document. Otherwise, return N/A.
Identify the subject or possible title of the document.
Return the date of the document if it exists.
Do all of this and return your output in JSON.
"""
response = client.chat(
model=get_secret("OLLAMA_MODEL"),
@ -118,55 +153,62 @@ class PDFHandler(FileSystemEventHandler):
"content": prompt,
"images": [encoded_image]},
],
format=DocumentCategory.model_json_schema(),
format=DocumentSchema.model_json_schema(),
options={
"temperature": 0
},
)
DocumentCategory.model_validate_json(
result = DocumentSchema.model_validate_json(
response.message.content)
result = json.loads(response.message.content)
document_type = result.get("category")
sent_from = result.get("sent_from")
sent_from = result.sent_from
document_date = result.document_date
if document_date:
document_month = document_date.strftime("%B")
document_year = result.document_date.year
# Set as none for invalid dates
if document_year < 1980:
document_month = "no_month"
document_year = "no_year"
else:
document_month = "no_month"
document_year = "no_year"
# If that fails, just use regular OCR read the title as a dirty fix/fallback
except Exception as e:
document_type = "other"
sent_from = "N/A"
document_month = "no_month"
document_year = "no_year"
self.logger.warning(f"Error! {e}")
self.logger.warning(
"Ollama OCR offload failed. Falling back to default OCR")
lines = text.split("\n")
for line in lines:
if line.strip():
document_type = line.strip().lower()
break
if not document_type:
document_type = "other"
"Ollama OCR offload failed. Using defaults for missing values")
metadata += text
# Open the file for instance creation
DOCUMENT, created = Document.objects.get_or_create(
name=filename.replace(".pdf", ""),
defaults={
"number_pages": num_pages,
"ocr_metadata": metadata,
"document_type": document_type,
},
)
DOCUMENT = Document.objects.filter(
name=filename.replace(".pdf", "")).first()
if not DOCUMENT:
DOCUMENT = Document.objects.create(
name=filename.replace(".pdf", ""),
number_pages=num_pages,
ocr_metadata=metadata,
document_type=document_type,
sent_from=sent_from,
document_month=document_month,
document_year=document_year
)
if created:
DOCUMENT.file.save(
name=filename, content=File(open(file_path, "rb")))
self.logger.info(
f"Document '{filename}' created successfully with type '{
document_type}'. sent_from: {sent_from}"
document_type}'. sent_from: {sent_from}, document_month: {document_month}, document_year: {document_year}"
)
DOCUMENT.sent_from = sent_from
DOCUMENT.save()
else:
self.logger.info(f"Document '{filename}' already exists.")

View file

@ -96,6 +96,7 @@ INSTALLED_APPS = [
"accounts",
"documents",
"document_requests",
"authorization_requests",
"questionnaires",
"django_cleanup.apps.CleanupConfig",
]

View file

@ -35,6 +35,10 @@ class DocumentRequestCreationSerializer(serializers.ModelSerializer):
def create(self, validated_data):
user = self.context["request"].user
documents_data = validated_data.pop("documents")
if not documents_data:
raise serializers.ValidationError(
{"error": "No documents provided"}
)
# Set requester to user who sent HTTP request to prevent spoofing
validated_data["requester"] = user
@ -200,9 +204,9 @@ class DocumentRequestUpdateSerializer(serializers.ModelSerializer):
# Send an email on request status update
try:
email = RequestUpdateEmail()
email.context = {"request_status": instance.status}
if instance.status == "denied":
email.context = {"remarks": instance.remarks}
email.context = {"request_status": validated_data["status"]}
if validated_data["status"] == "denied":
email.context = {"remarks": validated_data["remarks"]}
else:
email.context = {"remarks": "N/A"}
email.send(to=[instance.requester.email])

View file

@ -7,5 +7,7 @@ from .models import Document
@admin.register(Document)
class DocumentAdmin(ModelAdmin):
model = Document
search_fields = ["id", "name", "document_type"]
list_display = ["id", "name", "document_type", "date_uploaded"]
search_fields = ["id", "name", "subject", "sent_from", "document_year",
"document_month", "document_type"]
list_display = ["id", "name", "subject", "sent_from", "document_year",
"document_month", "document_type", "date_uploaded"]

View file

@ -0,0 +1,28 @@
# Generated by Django 5.1.3 on 2025-01-08 14:41
from django.db import migrations, models
class Migration(migrations.Migration):
dependencies = [
("documents", "0004_rename_memorandum_from_document_sent_from"),
]
operations = [
migrations.AddField(
model_name="document",
name="document_month",
field=models.CharField(blank=True, max_length=128, null=True),
),
migrations.AddField(
model_name="document",
name="document_year",
field=models.CharField(blank=True, max_length=128, null=True),
),
migrations.AddField(
model_name="document",
name="subject",
field=models.CharField(blank=True, max_length=128, null=True),
),
]

View file

@ -12,12 +12,21 @@ class Document(models.Model):
sent_from = models.CharField(
max_length=128, null=True, blank=True
)
document_month = models.CharField(
max_length=128, null=True, blank=True
)
document_year = models.CharField(
max_length=128, null=True, blank=True
)
subject = models.CharField(
max_length=128, null=True, blank=True
)
number_pages = models.IntegerField(null=False, blank=False)
ocr_metadata = models.TextField(null=True, blank=True)
def upload_to(instance, filename):
_, extension = filename.rsplit(".", 1)
return "documents/%s_%s.%s" % (now(), str(uuid.uuid4()), extension)
return f"documents/{instance.document_type}/{instance.document_year}/{str(uuid.uuid4())}.{extension}"
file = models.FileField(upload_to=upload_to)