redis handler implemented Servies Task has redis object

This reverts commit 81184a8acc.

.gitignore

@@ -54,3 +54,11 @@ pids
 
 # Diagnostic reports (https://nodejs.org/api/report.html)
 report.[0-9]*.[0-9]*.[0-9]*.[0-9]*.json
+env
+.env
+**/.prisma-cache
+
+venv/
+.vscode/
+__pycache__/
+*.py[cod]

.vscode/settings.json

@@ -0,0 +1,3 @@
+{
+    "git.ignoreLimitWarning": true
+}

ServicesApi/prisma/schema.prisma

@@ -403,6 +403,7 @@ model account_records {
   accounting_receipt_number                                                Int                            @default(0)
   status_id                                                                Int                            @default(0) @db.SmallInt
   approved_record                                                          Boolean                        @default(false)
+  is_predicted                                                             Boolean                        @default(false)
   import_file_name                                                         String?                        @db.VarChar
   receive_debit                                                            Int?
   receive_debit_uu_id                                                      String?                        @db.VarChar

ServicesApi/src/auth/select/select.service.ts

@@ -6,6 +6,7 @@ import { PrismaService } from '@/src/prisma.service';
 import { EventsService } from '@/src/navigator/events/events.service';
 import { PagesService } from '@/src/navigator/pages/pages.service';
 import { MenusService } from '@/src/navigator/menus/menu.service';
+import { includes } from 'zod';
 
 @Injectable()
 export class SelectService {

ServicesRunner/AccountRecordServices/Finder/Accounts/.dockerignore

@@ -0,0 +1,14 @@
+__pycache__/
+*.pyc
+*.pyo
+*.pyd
+*.db
+*.sqlite3
+*.log
+*.env
+venv/
+.env.*
+node_modules/
+.prisma/
+.prisma-cache/
+ServicesRunnner/AccountRecordServices/Test/venv/

ServicesRunner/AccountRecordServices/Finder/Accounts/Dockerfile

@@ -0,0 +1,22 @@
+FROM python:3.12-slim
+
+ENV PYTHONUNBUFFERED=1
+ENV PYTHONDONTWRITEBYTECODE=1
+ENV VIRTUAL_ENV=/opt/venv
+ENV PRISMA_SCHEMA_PATH=/app/Depends/schema.prisma
+ENV PATH="$VIRTUAL_ENV/bin:$PATH"
+ENV PYTHONPATH=/app
+
+RUN apt-get update && apt-get install -y --no-install-recommends gcc curl && rm -rf /var/lib/apt/lists/*
+
+WORKDIR /app
+
+COPY ServicesRunner/Depends/ /app/Depends/
+COPY ServicesRunner/AccountRecordServices/Finder/Comment /app/
+
+COPY ServicesRunner/requirements.txt /app/requirements.txt
+COPY ServicesRunner/AccountRecordServices/Finder/Comment/entrypoint.sh /entrypoint.sh
+
+RUN chmod +x /entrypoint.sh
+
+CMD ["/entrypoint.sh"]

ServicesRunner/AccountRecordServices/Finder/Accounts/app.py

@@ -0,0 +1,194 @@
+import time
+import arrow
+import pprint
+
+from json import dumps, loads
+
+from decimal import Decimal
+from pydantic import BaseModel
+from datetime import datetime
+from typing import Optional
+
+from Depends.prisma_client import PrismaService
+from Depends.service_handler import ProcessCommentFinderService
+from Depends.config import ConfigServices, MailSendModel, RedisMailSender, Status, RedisTaskObject, FinderComment
+
+
+class BankReceive(BaseModel):
+    import_file_name: str
+    iban: str
+    bank_date: datetime
+    channel_branch: str
+    currency: Optional[str] = "TL"
+    currency_value: Decimal
+    bank_balance: Decimal
+    additional_balance: Decimal
+    process_name: str
+    process_type: str
+    process_comment: str
+    bank_reference_code: str
+    bank_date_w: int
+    bank_date_m: int
+    bank_date_d: int
+    bank_date_y: int
+
+
+def check_task_belong_to_this_service(task: RedisTaskObject):
+    """
+    Check if task belongs to this service
+    """
+    if not task.service == ConfigServices.SERVICE_PREFIX_FINDER_IBAN:
+        return False
+    if not task.completed:
+        return False
+    if task.is_completed:
+        return False
+    if not task.data:
+        return False
+    return True
+
+
+def write_account_records_row_from_finder_comment(finder_comments: list[FinderComment], prisma_service: PrismaService, saved_list_of_account_records: dict):
+    """
+    Write account records row from finder comment
+    """
+    finder_comments = list(finder_comments)
+    for finder_comment in finder_comments:
+        bank_date = arrow.get(finder_comment.bank_date).replace(tzinfo='GMT+3').datetime
+        bank_receive_record = BankReceive(
+            import_file_name=finder_comment.filename, iban=finder_comment.iban, bank_date=bank_date, channel_branch=finder_comment.channel_branch, currency="TL", currency_value=finder_comment.currency_value, 
+            bank_balance=finder_comment.balance, additional_balance=finder_comment.additional_balance, process_name=finder_comment.process_name, process_type=finder_comment.process_type, 
+            process_comment=finder_comment.process_comment, bank_reference_code=finder_comment.bank_reference_code, build_id=finder_comment.build_id, build_uu_id=finder_comment.build_uu_id, 
+            decision_book_id=finder_comment.decision_book_id, decision_book_uu_id=finder_comment.decision_book_uu_id, bank_date_w=bank_date.weekday(), bank_date_m=bank_date.month, 
+            bank_date_d=bank_date.day, bank_date_y=bank_date.year
+        )
+        account_record_found = prisma_service.find_first(table="account_records", query={"iban": bank_receive_record.iban, "bank_reference_code": bank_receive_record.bank_reference_code, 
+            "bank_date": bank_receive_record.bank_date, "bank_balance": bank_receive_record.bank_balance, "currency_value": bank_receive_record.currency_value}, 
+            select={"id": True, "iban": True, "bank_reference_code": True, "bank_date": True, "bank_balance": True}
+        )
+        if not account_record_found:
+            created_account_record = prisma_service.create(table="account_records", data=bank_receive_record.dict(), select={"id": True, "iban": True, "bank_reference_code": True, "bank_date": True, "bank_balance": True} )
+            if created_account_record['build_id'] in saved_list_of_account_records.keys():
+                saved_list_of_account_records[created_account_record['build_id']] = [*saved_list_of_account_records[created_account_record['build_id']], created_account_record]
+            else:
+                saved_list_of_account_records[created_account_record['build_id']] = [created_account_record]
+    return saved_list_of_account_records
+
+
+def enclose_task_and_send_mail_to_build_manager(prisma_service: PrismaService, saved_list_of_account_records: dict, process_comment_finder_service: ProcessCommentFinderService, task: RedisTaskObject):
+    """
+    Enclose task and send mail to build manager
+    """
+    if not saved_list_of_account_records:
+        return
+    list_of_new_set, today = [], arrow.now().to('GMT+3').datetime
+    for build_id, saved_list_of_account_record in saved_list_of_account_records.items():
+        build_manager_occupant_type = prisma_service.find_first(table="occupant_types", query={"occupant_code":"BU-MNG", "is_confirmed": True, "active": True})
+        living_space = prisma_service.find_first(
+            table="build_living_space", query={
+                "build_id": build_id, "occupant_type_id": build_manager_occupant_type['id'],  "expiry_starts": {"lte": today}, "expiry_ends": {"gte": today}}
+        )
+        build = prisma_service.find_first(table="builds", query={"id": build_id})
+        person = prisma_service.find_first(table="people", query={"id": living_space['person_id']})
+        user = prisma_service.find_first(table="users", query={"person_id": person['id']})
+        send_object = MailSendModel(
+            receivers=[user.email], data=saved_list_of_account_record, template_name=ConfigServices.TEMPLATE_ACCOUNT_RECORDS,
+            subject=f"{build['name']} Cari Durum Bilgilendirme Raporu - {today.strftime('%d/%m/%Y %H:%M')}", 
+        )
+        set_mail_object = RedisMailSender(
+            task=task, data=send_object, service=ConfigServices.SERVICE_PREFIX_MAIL_SENDER, status=Status.PENDING, completed=False, created_at=today.strftime('%Y-%m-%d %H:%M:%S')
+        )
+        list_of_new_set.append(set_mail_object)
+    if list_of_new_set:
+        process_comment_finder_service.service_retriever.redis_client.set(ConfigServices.SERVICE_PREFIX_MAIL_SENDER, dumps(
+            {"type": "mail_sender", "data": list_of_new_set, "count": len(list_of_new_set), "created_at": today.strftime('%Y-%m-%d %H:%M:%S')}
+        ))
+
+
+if __name__ == "__main__":
+
+    prisma_service = PrismaService()
+    process_comment_finder_service = ProcessCommentFinderService()
+
+    print("Process Comment service started")
+    try:
+        print("Process Comment service started sleeping for 5 seconds")
+        while True:
+            time.sleep(5)
+            saved_list_of_account_records = dict()
+            tasks = process_comment_finder_service.fetch_all_tasks()
+            for task in tasks:
+                if not check_task_belong_to_this_service(task):
+                    continue
+                write_account_records_row_from_finder_comment(
+                    finder_comments=task.data.FinderComment, prisma_service=prisma_service, saved_list_of_account_records=saved_list_of_account_records
+                )
+                save_task_object_for_comment_parsing(task=task, process_comment_finder_service=process_comment_finder_service)
+                process_comment_finder_service.update_task_status(task_uuid=task.task, is_completed=True, status=Status.COMPLETED)
+                process_comment_finder_service.delete_task(task_uuid=task.task)
+            enclose_task_and_send_mail_to_build_manager(
+                prisma_service=prisma_service, saved_list_of_account_records=saved_list_of_account_records, process_comment_finder_service=process_comment_finder_service, task=task
+            )
+    except Exception as e:
+        raise
+    finally:
+        prisma_service.disconnect()
+
+
+def fix_account_records_bank_date(prisma_service: PrismaService, bank_receive_record: BankReceive):
+    account_record_from_other_fields = prisma_service.find_first(
+        table="account_records",
+        query={
+            "iban": bank_receive_record.iban,
+            "bank_reference_code": bank_receive_record.bank_reference_code,
+            "bank_balance": bank_receive_record.bank_balance,
+            "currency_value": bank_receive_record.currency_value,
+            # "process_comment": {"contains": str(bank_receive_record.process_comment), "mode": "insensitive"},
+        },
+        select={
+            "id": True, "iban": True, "bank_reference_code": True, "bank_date": True, 
+            "bank_balance": True, "currency_value": True, "process_comment": True
+        }
+    )
+    if account_record_from_other_fields:
+        prisma_service.update(
+            table="account_records", where={"id": account_record_from_other_fields['id']}, data={"bank_date": bank_receive_record.bank_date},
+        )
+    if not account_record_from_other_fields:
+        pprint.pprint({"not_found_bank_receive_record": bank_receive_record})
+        # prisma_service.update(
+        #     table="account_records", where={"id": account_record_from_other_fields['id']}, data={"bank_date": bank_receive_record.bank_date},
+        # )
+        # from_database = arrow.get(account_record_from_other_fields['bank_date']).to('GMT+3').datetime
+        # print('old date', from_database, " -  new date ", bank_receive_record.bank_date)
+
+
+def commented_out_code():
+    account_record_found = None
+    
+    old_bank_date=arrow.get(finder_comment.bank_date).datetime
+
+    if not account_record_found:
+        account_record_found_with_old_date = prisma_service.find_first(
+            table="account_records",
+            query={
+                "iban": bank_receive_record.iban, "bank_reference_code": bank_receive_record.bank_reference_code,
+                "bank_date": old_bank_date, "bank_balance": bank_receive_record.bank_balance,
+            },
+        )
+        if account_record_found_with_old_date:
+            prisma_service.update(
+                table="account_records", where={"id": account_record_found_with_old_date.id}, data={"bank_date": bank_receive_record.bank_date},
+            )
+    if account_record_found:
+        print('-' * 150)
+        pprint.pprint(
+            {
+                "account_record_found": dict(account_record_found),
+                "bank_receive_record": bank_receive_record.dict(),
+                "bank_receive_record.bank_date": bank_receive_record.bank_date,
+                "account_record_found.bank_date": account_record_found["bank_date"],
+            }
+        )
+        print('-' * 150)
+    return

ServicesRunner/AccountRecordServices/Finder/Accounts/entrypoint.sh

@@ -0,0 +1,19 @@
+#!/bin/sh
+
+VENV_PATH="/opt/venv"
+REQUIREMENTS_PATH="/app/requirements.txt"
+SCHEMA_PATH="/app/Depends/schema.prisma"
+PRISMA_BINARY_PATH="/root/.cache/prisma-python/binaries"
+
+if [ ! -x "$VENV_PATH/bin/python" ]; then
+  python -m venv "$VENV_PATH"
+  "$VENV_PATH/bin/pip" install pip --upgrade 
+  "$VENV_PATH/bin/pip" install --no-cache-dir -r "$REQUIREMENTS_PATH"
+  "$VENV_PATH/bin/prisma" generate --schema "$SCHEMA_PATH"
+fi
+
+if ! find "$PRISMA_BINARY_PATH" -type f -name "prisma-query-engine-debian-openssl-3.0.x" | grep -q .; then
+  "$VENV_PATH/bin/prisma" py fetch
+fi
+
+exec "$VENV_PATH/bin/python" -u app.py

ServicesRunner/AccountRecordServices/Finder/Iban/.dockerignore

@@ -0,0 +1,14 @@
+__pycache__/
+*.pyc
+*.pyo
+*.pyd
+*.db
+*.sqlite3
+*.log
+*.env
+venv/
+.env.*
+node_modules/
+.prisma/
+.prisma-cache/
+ServicesRunnner/AccountRecordServices/Test/venv/

ServicesRunner/AccountRecordServices/Finder/Iban/Dockerfile

@@ -0,0 +1,23 @@
+FROM python:3.12-slim
+
+ENV PYTHONUNBUFFERED=1 
+ENV PYTHONDONTWRITEBYTECODE=1
+ENV VIRTUAL_ENV=/opt/venv
+ENV PRISMA_SCHEMA_PATH=/app/Depends/schema.prisma
+ENV PATH="$VIRTUAL_ENV/bin:$PATH"
+ENV PYTHONPATH=/app
+
+RUN apt-get update && apt-get install -y --no-install-recommends gcc curl && rm -rf /var/lib/apt/lists/*
+
+WORKDIR /app
+
+COPY ServicesRunner/Depends/ /app/Depends
+
+COPY ServicesRunner/requirements.txt /app/requirements.txt
+
+COPY ServicesRunner/AccountRecordServices/Finder/Iban/entrypoint.sh /entrypoint.sh
+COPY ServicesRunner/AccountRecordServices/Finder/Iban /app/
+
+RUN chmod +x /entrypoint.sh
+
+CMD ["/entrypoint.sh"]

ServicesRunner/AccountRecordServices/Finder/Iban/app.py

@@ -0,0 +1,108 @@
+import time
+import arrow
+
+from pydantic import BaseModel
+from datetime import datetime
+
+from Depends.prisma_client import PrismaService
+from Depends.service_handler import IbanFinderService
+from Depends.config import ConfigServices, Status, FinderIban, RedisTaskObject
+
+
+class IbanRecord(BaseModel):
+    id: int
+    uu_id: str
+    iban: str
+    build_id: int
+    build_uu_id: str
+    expiry_starts: datetime
+    expiry_ends: datetime
+
+
+class DecisionBookRecord(BaseModel):
+    id: int
+    uu_id: str
+    build_id: int
+    build_uu_id: str
+    expiry_starts: datetime
+    expiry_ends: datetime
+
+
+def check_task_belong_to_this_service(task: RedisTaskObject):
+    if not task.service == ConfigServices.SERVICE_PREFIX_MAIL_PARSER:
+        return False
+    if not task.completed:
+        return False
+    if not task.data:
+        return False
+    return True
+
+
+def extract_build_iban_from_task(task: RedisTaskObject, finder_iban: FinderIban, write_object: dict) -> tuple[bool, dict]:
+    bank_date = arrow.get(finder_iban.bank_date).datetime
+    iban_record_db = prisma_service.find_first(
+        table="build_ibans",
+        query={
+            "active": True, "deleted": False, "is_confirmed": True, "iban": finder_iban.iban, 
+            "expiry_starts": {"lte": bank_date}, "expiry_ends": {"gte": bank_date},
+        },
+        select={"id": None, "uu_id": None, "iban": None, "build_id": None, "build_uu_id": None, "expiry_starts": None, "expiry_ends": None}
+    )
+    if iban_record_db:
+        iban_record = IbanRecord(**iban_record_db)
+        write_object["build_id"] = iban_record.build_id
+        write_object["build_uu_id"] = iban_record.build_uu_id
+        return True, write_object
+    return False, write_object
+
+
+def extract_decision_book_from_task(write_object: dict) -> tuple[bool, dict]:
+    bank_date = arrow.get(write_object["bank_date"]).datetime
+    decision_book_record_db = prisma_service.find_first(
+        table="build_decision_book",
+        query={
+            "active": True, "deleted": False, "is_confirmed": True, "build_id": write_object["build_id"],
+            "expiry_starts": {"lte": bank_date}, "expiry_ends": {"gte": bank_date},
+        },
+        select={"id": None, "uu_id": None, "build_id": None, "build_uu_id": None, "expiry_starts": None, "expiry_ends": None}
+    )
+    if decision_book_record_db:
+        decision_book_record = DecisionBookRecord(**decision_book_record_db)
+        write_object["build_decision_book_id"] = decision_book_record.id
+        write_object["build_decision_book_uu_id"] = decision_book_record.uu_id
+        return True, write_object
+    return False, write_object
+
+
+if __name__ == "__main__":
+
+    prisma_service = PrismaService()
+    iban_finder_service = IbanFinderService()
+    print("Find Build Iban service started")
+    try:
+        print("Find Build Iban service started sleeping for 5 seconds")
+        while True:
+            time.sleep(5)
+            tasks = iban_finder_service.fetch_all_tasks()
+            for task in tasks:
+                if not check_task_belong_to_this_service(task):
+                    continue
+                if list(task.data.FinderIban):
+                    finder_iban_list = []
+                    for finder_iban in list(task.data.FinderIban):
+                        write_object = finder_iban.dict()
+                        is_build_found, is_decision_book_found = False, False
+                        is_build_found, write_object = extract_build_iban_from_task(task, finder_iban, write_object)
+                        if is_build_found:
+                            is_decision_book_found, write_object = extract_decision_book_from_task(write_object)
+                        if is_build_found or is_decision_book_found:
+                            finder_iban_list.append(write_object)
+                    if finder_iban_list:
+                        iban_finder_service.update_service_data(task.task, ConfigServices.SERVICE_PREFIX_FINDER_COMMENT, finder_iban_list)
+                        iban_finder_service.change_service(task.task, ConfigServices.SERVICE_PREFIX_FINDER_IBAN, Status.COMPLETED, True)
+                        continue
+                iban_finder_service.change_service(task.task, ConfigServices.SERVICE_PREFIX_FINDER_IBAN, Status.FAILED, True)
+    except Exception as e:
+        raise
+    finally:
+        prisma_service.disconnect()

ServicesRunner/AccountRecordServices/Finder/Iban/entrypoint.sh

@@ -0,0 +1,19 @@
+#!/bin/sh
+
+VENV_PATH="/opt/venv"
+REQUIREMENTS_PATH="/app/requirements.txt"
+SCHEMA_PATH="/app/Depends/schema.prisma"
+PRISMA_BINARY_PATH="/root/.cache/prisma-python/binaries"
+
+if [ ! -x "$VENV_PATH/bin/python" ]; then
+  python -m venv "$VENV_PATH"
+  "$VENV_PATH/bin/pip" install pip --upgrade 
+  "$VENV_PATH/bin/pip" install --no-cache-dir -r "$REQUIREMENTS_PATH"
+  "$VENV_PATH/bin/prisma" generate --schema "$SCHEMA_PATH"
+fi
+
+if ! find "$PRISMA_BINARY_PATH" -type f -name "prisma-query-engine-debian-openssl-3.0.x" | grep -q .; then
+  "$VENV_PATH/bin/prisma" py fetch
+fi
+
+exec "$VENV_PATH/bin/python" -u app.py

ServicesRunner/AccountRecordServices/Finder/Parser/.python-version

@@ -0,0 +1 @@
+3.12

ServicesRunner/AccountRecordServices/Finder/Parser/Comment/.dockerignore

@@ -0,0 +1,14 @@
+__pycache__/
+*.pyc
+*.pyo
+*.pyd
+*.db
+*.sqlite3
+*.log
+*.env
+venv/
+.env.*
+node_modules/
+.prisma/
+.prisma-cache/
+ServicesRunnner/AccountRecordServices/Test/venv/

ServicesRunner/AccountRecordServices/Finder/Parser/Comment/Dockerfile

@@ -0,0 +1,22 @@
+FROM python:3.12-slim
+
+ENV PYTHONUNBUFFERED=1
+ENV PYTHONDONTWRITEBYTECODE=1
+ENV VIRTUAL_ENV=/opt/venv
+ENV PRISMA_SCHEMA_PATH=/app/Depends/schema.prisma
+ENV PATH="$VIRTUAL_ENV/bin:$PATH"
+ENV PYTHONPATH=/app
+
+RUN apt-get update && apt-get install -y --no-install-recommends gcc curl && rm -rf /var/lib/apt/lists/*
+
+WORKDIR /app
+
+COPY ServicesRunner/Depends/ /app/Depends/
+COPY ServicesRunner/AccountRecordServices/Finder/Parser/Comment /app/
+
+COPY ServicesRunner/requirements.txt /app/requirements.txt
+COPY ServicesRunner/AccountRecordServices/Finder/Parser/Comment/entrypoint.sh /entrypoint.sh
+
+RUN chmod +x /entrypoint.sh
+
+CMD ["/entrypoint.sh"]

ServicesRunner/AccountRecordServices/Finder/Parser/Comment/app.py

@@ -0,0 +1,243 @@
+import time
+import arrow
+
+from typing import Optional
+from pydantic import BaseModel
+from matchers import ParsedComment, Parser
+from models import BuildingCluster, BuildPart, BuildLivingSpace, Person, User, OccupantType
+
+from Depends.prisma_client import PrismaService
+from Depends.config import ConfigServices, RedisTaskObject
+from Depends.service_handler import ProcessCommentParserService
+
+
+def check_task_belong_to_this_service(task: RedisTaskObject):
+    """
+    Check if task belongs to this service
+    """
+    if not task.service == ConfigServices.TASK_COMMENT_PARSER:
+        return False
+    if not task.completed:
+        return False
+    if task.is_completed:
+        return False
+    if not task.data:
+        return False
+    return True
+
+
+def get_all_person_data_due_to_build(prisma_service: PrismaService):
+    """
+    Get all person data due to build with comprehensive inner joins
+    Returns a dictionary of buildings clustered with their build parts, people, and living spaces
+    """
+    buildings_dict, today = {}, arrow.now().to('GMT+3').datetime
+    occupant_flat_owner = prisma_service.find_first(table="occupant_types", query={"occupant_code": "FL-OWN", "active": True, "is_confirmed": True}, include={"user_types": True})
+    occupant_tenant = prisma_service.find_first(table="occupant_types", query={"occupant_code": "FL-TEN", "active": True, "is_confirmed": True}, include={"user_types": True})
+    possible_money_sender_occupants = [occupant_flat_owner.id, occupant_tenant.id]
+    buildings = prisma_service.find_many(table="build", query={"active": True, "is_confirmed": True,"expiry_starts": {"lte": today}, "expiry_ends": {"gte": today}})
+    for build in buildings:
+        buildings_dict[str(build.id)] = BuildingCluster(
+            id=build.id,
+            uu_id=build.uu_id,
+            build_name=build.build_name,
+            build_no=build.build_no,
+            build_date=str(build.build_date),
+            decision_period_date=str(build.decision_period_date),
+            expiry_starts=str(build.expiry_starts),
+            expiry_ends=str(build.expiry_ends),
+            is_confirmed=build.is_confirmed,
+            active=build.active,
+            build_parts=[]
+        )
+        build_parts = prisma_service.find_many(table="build_parts", query={"build_id": build.id, "active": True, "is_confirmed": True, "human_livable": True, "expiry_starts": {"lte": today}, "expiry_ends": {"gte": today}})
+        for build_part in build_parts:
+            part_obj = BuildPart(
+                id=build_part.id,
+                uu_id=build_part.uu_id,
+                part_no=build_part.part_no,
+                part_level=build_part.part_level,
+                part_code=build_part.part_code,
+                part_gross_size=build_part.part_gross_size,
+                part_net_size=build_part.part_net_size,
+                human_livable=build_part.human_livable,
+                build_id=build_part.build_id,
+                build_uu_id=build_part.build_uu_id,
+                is_confirmed=build_part.is_confirmed,
+                active=build_part.active,
+                living_spaces=[],
+                build=None
+            )
+            living_spaces = prisma_service.find_many(
+                table="build_living_space", include={"occupant_types": True, "people": {"include": {"users": True}}},
+                query={"build_parts_id": build_part.id, "active": True, "is_confirmed": True, "expiry_starts": {"lte": today}, "expiry_ends": {"gte": today}, "occupant_type_id": {"in": possible_money_sender_occupants}},
+            )
+            for living_space in living_spaces:
+                person = living_space.people
+                user = prisma_service.find_first(table="users", query={"person_id": person.id, "active": True, "is_confirmed": True})
+                user_of_person = None
+                if user:
+                    user_of_person = User(
+                        id=user.id,
+                        uu_id=user.uu_id,
+                        user_tag=user.user_tag,
+                        user_type=user.user_type,
+                        email=user.email,
+                        phone_number=user.phone_number,
+                        related_company=user.related_company,
+                        is_confirmed=user.is_confirmed,
+                        active=user.active
+                    )
+                person_obj = Person(
+                    id=person.id,
+                    uu_id=person.uu_id,
+                    firstname=person.firstname,
+                    surname=person.surname,
+                    middle_name=person.middle_name,
+                    birthname=person.birthname,
+                    is_confirmed=person.is_confirmed,
+                    active=person.active,
+                    user=user_of_person
+                )
+                occupant_type = living_space.occupant_types
+                occupant_type_obj = OccupantType(
+                    id=occupant_type.id,
+                    uu_id=occupant_type.uu_id,
+                    occupant_code=occupant_type.occupant_code,
+                    occupant_type=occupant_type.occupant_type,
+                    is_confirmed=occupant_type.is_confirmed,
+                    active=occupant_type.active,
+                    user_type_uu_id=occupant_type.user_type_uu_id
+                )
+                living_space_obj = BuildLivingSpace(
+                    id=living_space.id,
+                    uu_id=living_space.uu_id,
+                    expiry_starts=str(living_space.expiry_starts),
+                    expiry_ends=str(living_space.expiry_ends),
+                    fix_value=float(living_space.fix_value),
+                    fix_percent=float(living_space.fix_percent),
+                    agreement_no=living_space.agreement_no,
+                    marketing_process=living_space.marketing_process,
+                    build_parts_id=living_space.build_parts_id,
+                    build_parts_uu_id=living_space.build_parts_uu_id,
+                    person_id=living_space.person_id,
+                    person_uu_id=living_space.person_uu_id,
+                    occupant_type_id=living_space.occupant_type_id,
+                    occupant_type_uu_id=living_space.occupant_type_uu_id,
+                    is_confirmed=living_space.is_confirmed,
+                    active=living_space.active,
+                    person=person_obj,  
+                    occupant_types=occupant_type_obj
+                )
+                part_obj.living_spaces.append(living_space_obj)
+            buildings_dict[str(build.id)].build_parts.append(part_obj)
+    return {i: v.dict(exclude_none=True) for i, v in buildings_dict.items()}
+
+
+def get_all_companies_data(prisma_service: PrismaService):
+    return prisma_service.find_many(table="companies", query={"active": True, "is_confirmed": True})
+
+
+def get_all_person_data_due_to_account_record(prisma_service: PrismaService):
+    arriving_account_records = prisma_service.find_many(table="account_records", query={"is_predicted": False, "active": True, "is_confirmed": True, "approved_record": False, "currency_value": {"gt": 0}})
+    debt_account_records = prisma_service.find_many(table="account_records", query={"is_predicted": False, "active": True, "is_confirmed": True, "approved_record": False, "currency_value": {"lt": 0}})
+    return arriving_account_records, debt_account_records
+
+
+def check_if_any_account_record_added(prisma_service: PrismaService):
+    any_record = prisma_service.find_first(table="account_records", query={"is_predicted": False, "active": True, "is_confirmed": True, "approved_record": False})
+    return any_record is not None
+
+
+def check_if_any_building_added(prisma_service: PrismaService, build_id_list: list[str | int]):
+    already_build_ids_list = [int(i) for i in build_id_list]
+    any_building = prisma_service.find_first(table="build", query={"active": True, "is_confirmed": True, "id": {"not": {"in": already_build_ids_list} }})
+    return any_building is not None
+
+
+def update_account_record_set_is_predict_true(prisma_service: PrismaService, account_record_id: int):
+    return prisma_service.update(table="account_records", query={"id": account_record_id}, data={"is_predicted": True})
+
+
+def update_account_records(prisma_service: PrismaService, parsed_record: ParsedComment, collect_possible_parts_dict: dict[str, list[dict]]):
+    payment_type_result = None
+    if not parsed_record.people:
+        return
+    person = parsed_record.people[0]
+    if parsed_record.payment_types:
+        if parsed_record.payment_types[0] == "aidat":
+            payment_type_result = prisma_service.find_first(table="api_enum_dropdown", query={"key":"BDT-D"})
+        elif parsed_record.payment_types[0] == "tadilat":
+            payment_type_result = prisma_service.find_first(table="api_enum_dropdown", query={"key":"BDT-R"})
+    build_parts_id = collect_possible_parts_dict[str(person.id)][0]["id"]
+    build_parts_uu_id = collect_possible_parts_dict[str(person.id)][0]["uu_id"]
+    add_dict = {
+        "build_parts": {"connect": {"id": int(build_parts_id)}}, "build_parts_uu_id": str(build_parts_uu_id),
+        "people_account_records_send_person_idTopeople": {"connect": {"id": int(person.id)}}, "send_person_uu_id": str(person.uu_id), "is_predicted": True
+    }
+    if payment_type_result:
+        add_dict["api_enum_dropdown_account_records_payment_result_typeToapi_enum_dropdown"] = {"connect": {"id": int(payment_type_result.id)}}
+        add_dict["payment_result_type_uu_id"] = str(payment_type_result.uu_id)
+    return prisma_service.update(table="account_records", where={"id": int(parsed_record.account_record_id)}, data=add_dict)
+
+
+def set_prediction_to_redis(process_comment_parser_service: ProcessCommentParserService, parsed_record: ParsedComment, possible: list[dict]):
+    predict_account_records = process_comment_parser_service.get_predict_account_record()
+    predict_account_records[str(parsed_record.account_record_id)] = {
+        "account_record_id": parsed_record.account_record_id, "build_id": parsed_record.build_id, "payment_type": parsed_record.payment_types,
+        "months": parsed_record.months, "years": parsed_record.years, "parts": parsed_record.parts, "predictions": possible,
+    }
+    process_comment_parser_service.set_predict_account_record(predict_account_record=predict_account_records)
+    update_account_record_set_is_predict_true(prisma_service=prisma_service, account_record_id=parsed_record.account_record_id)
+    return
+
+
+if __name__ == "__main__":
+    print("Process Comment Parser service started")
+    renew = False
+    prisma_service = PrismaService()
+    process_comment_parser_service = ProcessCommentParserService()
+    search_people = get_all_person_data_due_to_build(prisma_service)
+    process_comment_parser_service.set_task_requirements(search_people)
+    arriving_account_records, debt_account_records = get_all_person_data_due_to_account_record(prisma_service)
+    try:
+        while True:
+            if not check_if_any_account_record_added(prisma_service) or renew:
+                arriving_account_records, debt_account_records = get_all_person_data_due_to_account_record(prisma_service)
+                renew = False
+            print("Process Comment Parser service started sleeping for 5 seconds")
+            tasks_dict: dict[str, BuildingCluster] = process_comment_parser_service.get_task_requirements()
+            task_requirements: dict[str, BuildingCluster] = {idx: BuildingCluster(**value) for idx, value in tasks_dict.items()}
+            if not check_if_any_building_added(prisma_service, list(task_requirements.keys())):
+                search_people = get_all_person_data_due_to_build(prisma_service)
+                process_comment_parser_service.set_task_requirements(search_people)
+            parser = Parser(account_records=arriving_account_records, task_requirements=task_requirements)
+            parsed_records = parser.parse()
+            for parsed_record in parsed_records:
+                collect_possible_parts_dict = {}
+                if not parsed_record.people:
+                    continue
+                for person in parsed_record.people:
+                    build_id = parsed_record.build_id
+                    person_id = person.id
+                    building = task_requirements[str(build_id)]
+                    for build_part in building.build_parts:
+                        for living_space in build_part.living_spaces:
+                            if str(living_space.person_id) == str(person_id):
+                                if str(person_id) in collect_possible_parts_dict:
+                                    collect_possible_parts_dict[str(person_id)] = [*collect_possible_parts_dict[str(person_id)], build_part.dict()]
+                                else:
+                                    collect_possible_parts_dict[str(person_id)] = [build_part.dict()]
+                if len(collect_possible_parts_dict.keys()) == 1:
+                    for key, possible in collect_possible_parts_dict.items():
+                        if len(possible) == 1:
+                            update_account_records(prisma_service=prisma_service, parsed_record=parsed_record, collect_possible_parts_dict=collect_possible_parts_dict)
+                        else:
+                            set_prediction_to_redis(process_comment_parser_service=process_comment_parser_service, parsed_record=parsed_record, possible=possible)
+                renew = True
+            time.sleep(5)
+    except Exception as e:
+        print(f"Process Comment Parser service error: {str(e)}")
+        raise e
+    finally:
+        prisma_service.disconnect()

ServicesRunner/AccountRecordServices/Finder/Parser/Comment/entrypoint.sh

@@ -0,0 +1,19 @@
+#!/bin/sh
+
+VENV_PATH="/opt/venv"
+REQUIREMENTS_PATH="/app/requirements.txt"
+SCHEMA_PATH="/app/Depends/schema.prisma"
+PRISMA_BINARY_PATH="/root/.cache/prisma-python/binaries"
+
+if [ ! -x "$VENV_PATH/bin/python" ]; then
+  python -m venv "$VENV_PATH"
+  "$VENV_PATH/bin/pip" install pip --upgrade 
+  "$VENV_PATH/bin/pip" install --no-cache-dir -r "$REQUIREMENTS_PATH"
+  "$VENV_PATH/bin/prisma" generate --schema "$SCHEMA_PATH"
+fi
+
+if ! find "$PRISMA_BINARY_PATH" -type f -name "prisma-query-engine-debian-openssl-3.0.x" | grep -q .; then
+  "$VENV_PATH/bin/prisma" py fetch
+fi
+
+exec "$VENV_PATH/bin/python" -u app.py

ServicesRunner/AccountRecordServices/Finder/Parser/Comment/matchers.py

@@ -0,0 +1,604 @@
+import pprint
+import re
+import arrow
+
+from json import loads, dumps
+from unidecode import unidecode
+from models import BuildingCluster, Person
+
+
+turkish_months = ["OCAK", "ŞUBAT", "MART", "NİSAN", "MAYIS", "HAZİRAN", "TEMMUZ", "AĞUSTOS", "EYLÜL", "EKİM", "KASIM", "ARALIK"]
+turkish_months_abbr = {
+    "OCA": "OCAK", "SUB": "ŞUBAT", "ŞUB": "ŞUBAT", "MAR": "MART", "NIS": "NİSAN", "MAY": "MAYIS", "HAZ": "HAZİRAN", "HZR": "HAZİRAN",
+    "TEM": "TEMMUZ", "AGU": "AĞUSTOS", "AGT": "AĞUSTOS", "EYL": "EYLÜL", "EKI": "EKİM", "KAS": "KASIM", "ARA": "ARALIK", "AGUSTOS": "AĞUSTOS"
+}
+month_to_number_dict = {
+    "ocak": 1, "şubat": 2, "mart": 3, "nisan": 4, "mayıs": 5, "haziran": 6, "temmuz": 7, "ağustos": 8, "eylül": 9, "ekim": 10, "kasım": 11, "aralık": 12,
+    "ocak": 1, "subat": 2, "mart": 3, "nisan": 4, "mayis": 5, "haziran": 6, "temmuz": 7, "agustos": 8, "eylul": 9, "ekim": 10, "kasim": 11, "aralik": 12
+}
+start_year = 1950
+current_year = arrow.now().year
+
+
+class ParsedComment:
+
+    def __init__(self, account_record_id: int, org_comment: str, build_id: int) -> None:
+        self.account_record_id: int = account_record_id
+        self.org_comment: str = org_comment
+        self.build_id: int = build_id
+        self.comment: str = None
+        self.people: list[dict] = []
+        self.parts: list[dict] = []
+        self.months: list[str] = []
+        self.years: list[str] = []
+        self.payment_types: list[str] = []
+
+    def set_people(self, people: list[dict]) -> None:
+        self.people = people
+
+    def set_parts(self, parts: list[dict]) -> None:
+        self.parts = parts
+
+    def set_months(self, months: list[str]) -> None:
+        self.months = months
+
+    def set_years(self, years: list[str]) -> None:
+        self.years = years
+
+    def set_payment_types(self, payment_types: list[str]) -> None:
+        self.payment_types = payment_types
+
+
+class ParserHelpers:
+
+    @staticmethod
+    def normalize_text(text: str) -> str:
+        text = text.replace('İ', 'i')
+        text = text.replace('I', 'ı')
+        text = text.replace('Ş', 'ş')
+        text = text.replace('Ğ', 'ğ')
+        text = text.replace('Ü', 'ü')
+        text = text.replace('Ö', 'ö')
+        text = text.replace('Ç', 'ç')
+        return unidecode(text).lower()
+
+
+class ParserRequirements(ParserHelpers):
+
+    def create_pattern(parts, formats, separators=None):
+        """
+        parts: dict
+        formats: list[list[tuple[str, str]]]
+        separators: list[str]
+        """
+        if separators is None:
+            separators = [""]
+        patterns = []
+        for fmt in formats:
+            for sep in separators:
+                pattern_parts = []
+                for part_type, part_name in fmt:
+                    if part_name in parts and part_type in parts[part_name]:
+                        pattern_parts.append(re.escape(parts[part_name][part_type]))
+                if pattern_parts:
+                    patterns.append(r"\b" + sep.join(pattern_parts) + r"\b")
+        return patterns
+
+    @classmethod
+    def generate_dictonary_of_patterns(cls, person: Person):
+        """Completly remove middle_name instead do regex firstName + SomeWord + surname"""
+        patterns_dict = {}
+        person_patterns, firstname, birthname = set(), person.firstname.strip() if person.firstname else "", person.birthname.strip() if person.birthname else ""
+        middle_name, surname = person.middle_name.strip() if person.middle_name else "", person.surname.strip() if person.surname else ""
+        if not firstname or not surname:
+            return patterns_dict
+        name_parts = {
+            'firstname': {'orig': firstname, 'norm': cls.normalize_text(firstname) if firstname else "", 'init': cls.normalize_text(firstname)[0] if firstname else ""},
+            'surname': {'orig': surname, 'norm': cls.normalize_text(surname) if surname else "", 'init': cls.normalize_text(surname)[0] if surname else ""}
+        }
+        if middle_name:
+            name_parts['middle_name'] = {'orig': middle_name, 'norm': cls.normalize_text(middle_name) if middle_name else "", 'init': cls.normalize_text(middle_name)[0] if middle_name else ""}
+        if birthname and cls.normalize_text(birthname) != cls.normalize_text(surname):
+            name_parts['birthname'] = {'orig': birthname, 'norm': cls.normalize_text(birthname), 'init': cls.normalize_text(birthname)[0] if birthname else ""}
+        name_formats = [[('orig', 'firstname'), ('orig', 'surname')], [('norm', 'firstname'), ('norm', 'surname')], [('orig', 'surname'), ('orig', 'firstname')], [('norm', 'surname'), ('norm', 'firstname')]]
+        if 'middle_name' in name_parts:
+            name_formats = [[('orig', 'firstname'), ('orig', 'middle_name'), ('orig', 'surname')], [('norm', 'firstname'), ('norm', 'middle_name'), ('norm', 'surname')]]
+        person_patterns.update(cls.create_pattern(name_parts, name_formats, [" ", ""]))
+        if 'middle_name' in name_parts:
+            middle_name_formats = [[('orig', 'firstname'), ('orig', 'middle_name')], [('norm', 'firstname'), ('norm', 'middle_name')], [('orig', 'middle_name'), ('orig', 'surname')], [('norm', 'middle_name'), ('norm', 'surname')],]
+            person_patterns.update(cls.create_pattern(name_parts, middle_name_formats, [" ", ""]))
+        if 'birthname' in name_parts and name_parts['surname']['orig'] != name_parts['birthname']['orig']:
+            birthname_formats = [
+                [('orig', 'firstname'), ('orig', 'birthname')], [('norm', 'firstname'), ('norm', 'birthname')], 
+                [('orig', 'birthname'), ('orig', 'firstname')], [('norm', 'birthname'), ('norm', 'firstname')]
+            ]
+            person_patterns.update(cls.create_pattern(name_parts, birthname_formats, [" ", ""]))
+        initial_formats = [[('init', 'firstname'), ('init', 'middle_name'), ('init', 'surname')], [('init', 'firstname'), ('init', 'surname')]]
+        person_patterns.update(cls.create_pattern(name_parts, initial_formats, ["", ".", " ", ". "]))
+        if 'middle_name' in name_parts:
+            triple_initial_formats = [[('init', 'firstname'), ('init', 'middle_name'), ('init', 'surname')]]
+            person_patterns.update(cls.create_pattern(name_parts, triple_initial_formats, ["", ".", " ", ". "]))
+        compiled_patterns = [re.compile(pattern, re.IGNORECASE) for pattern in person_patterns]
+        patterns_dict[str(person.id)] = compiled_patterns
+        return patterns_dict
+
+
+class CommentParser(ParserHelpers):
+
+    def __init__(self, account_record, people_regex_dict: dict, people_dict: dict) -> None:
+        self.original_comment: str = account_record.process_comment
+        self.comment: str = self.clean_text(account_record.process_comment)
+        self.people_regex_dict: dict = people_regex_dict
+        self.people: dict = people_dict
+        self.account_record_id: str = str(account_record.id)
+        self.build_id: str = str(account_record.build_id)
+        self.parsed_comment: ParsedComment = ParsedComment(account_record_id=self.account_record_id, org_comment=self.original_comment, build_id=self.build_id)
+
+    @staticmethod
+    def clean_text_apartment_number(text: str, match):
+        clean_text = text.replace(match.group(0), '').strip()
+        clean_text = re.sub(r'\s+', ' ', clean_text).strip()
+        return clean_text
+
+    @staticmethod
+    def clean_text(text: str) -> str:
+        text = str(text)
+        text = re.sub(r'\d{8,}', ' ', text)
+        # text = re.sub(r'\b[A-Za-z0-9]*?[0-9]+[A-Za-z0-9]*?[A-Za-z]+[A-Za-z0-9]*\b|\b[A-Za-z0-9]*?[A-Za-z]+[A-Za-z0-9]*?[0-9]+[A-Za-z0-9]*\b', ' ', text)
+        text = text.replace("/", " ")
+        text = text.replace("_", " ")
+        text_remove_underscore = text.replace("-", " ").replace("+", " ")
+        text_remove_asterisk = text_remove_underscore.replace("*", " ")
+        text_remove_comma = text_remove_asterisk.replace(",", " ")
+        text_remove_dots = text_remove_comma.replace(".", " ")
+        text_remove_dots = re.sub(r'\s+', ' ', text_remove_dots)
+        text_remove_dots = text_remove_dots.strip()
+        return text_remove_dots
+
+    def get_people_regex_by_build_id(self) -> dict:
+        """
+        Get people regex by build id
+        """
+        return self.people_regex_dict.get(self.build_id, {})
+
+    def get_person(self, person_id: str) -> Person | None:
+        return self.people[str(self.build_id)].get(person_id, None)
+
+    def parse_comment(self) -> ParsedComment:
+        """
+        Parse comment and extract information
+        """
+        self.extract_person_name_with_regex()
+        self.extract_build_parts_info()
+        self.extract_months()
+        self.extract_years()
+        self.extract_payment_type()
+        self.comment = self.comment.strip()
+        self.parsed_comment.comment = self.comment
+        return self.parsed_comment
+
+    def get_text_initials(matched_text: str):
+        return [unidecode(word.strip())[0].upper() for word in matched_text.split() if word.strip()]
+
+    def extract_person_name_with_regex(self):
+        all_matches, found_dict = [], {}
+        build_regex = self.get_people_regex_by_build_id()
+        for person_id, patterns in build_regex.items():
+            person_matches = []
+            person = self.get_person(str(person_id))
+            if not person:
+                continue
+            firstname_norm = str(self.normalize_text(person.firstname)).strip() if person.firstname else ""
+            # middle_name_norm = str(self.normalize_text(person.middle_name)).strip() if person.middle_name else ""
+            surname_norm = str(self.normalize_text(person.surname)).strip() if person.surname else ""
+            birthname_norm = str(self.normalize_text(person.birthname)).strip() if person.birthname else ""
+            text_norm = str(self.normalize_text(self.comment))
+            for pattern in patterns[str(person_id)]:
+                for match in pattern.finditer(text_norm):
+                    start, end = match.span()
+                    matched_text: str = self.comment[start:end]  
+                    matched_text_norm = self.normalize_text(matched_text)
+                    is_valid_match = False
+                    if len(matched_text_norm.split()) <= 1:
+                        is_valid_match = False
+                    else:
+                        has_firstname = firstname_norm and firstname_norm in matched_text_norm
+                        has_surname = surname_norm and surname_norm in matched_text_norm
+                        has_birthname = birthname_norm and birthname_norm in matched_text_norm
+                        if (has_firstname and has_surname) or (has_firstname and has_birthname):
+                            is_valid_match = True
+                    if is_valid_match:
+                        person_matches.append({'matched_text': matched_text, 'start': start, 'end': end})
+            if person_matches:
+                person_matches.sort(key=lambda x: len(x['matched_text']), reverse=True)
+                non_overlapping_matches = []
+                for match in person_matches:
+                    overlaps = False
+                    for existing_match in non_overlapping_matches:
+                        if (match['start'] < existing_match['end'] and match['end'] > existing_match['start']):
+                            overlaps = True
+                            break
+                    if not overlaps:
+                        non_overlapping_matches.append(match)
+                if non_overlapping_matches:
+                    found_dict["name_match"] = person
+                    all_matches.extend([(match, person) for match in non_overlapping_matches])
+        if all_matches:
+            all_matches.sort(key=lambda x: x[0]['start'], reverse=True)
+            for match, person in all_matches:
+                matched_text: str = match['matched_text']
+                matched_words = matched_text.split()
+                for word in matched_words:
+                    word_norm = str(self.normalize_text(word)).strip()
+                    if not word_norm:
+                        continue
+                    text_norm = self.normalize_text(self.comment)
+                    if not any([person_com for person_com in self.parsed_comment.people if str(person_com.id) == str(person.id)]):
+                        self.parsed_comment.people.append(person)
+                    for word_match in re.finditer(rf'\b{re.escape(word_norm)}\b', text_norm, re.IGNORECASE):
+                        start, end = word_match.span()
+                        self.comment = self.comment[:start] + ' ' * (end - start) + self.comment[end:]
+        self.comment = re.sub(r'\s+', ' ', self.comment).strip()
+
+    def extract_build_parts_info(self):
+        """
+        Daire numarasını çeşitli Türkçe yazım biçimlerinden tek regex ile ayıklar.
+        Eşleşme bulunursa:
+            - numarayı self.parsed_comment.parts'a ekler
+            - metni temizler (senin clean_text_apartment_number metodunla)
+        """
+        COMBINED_APT_PATTERN = re.compile(
+            r"""
+            \b(?:                                             
+                (?P<n1>\d+)\s*nolu\s*dair\w*                   # 2 nolu daire / 3 nolu dairenin
+            | (?P<n2>\d+)\s*no\s*lu\s*dair\w*                # 12 No lu daire
+            | (?P<n3>\d+)nolu\s*dair\w*                      # 11nolu daire / 2NOLU DAIRE
+            | (?P<n4>\d+)\s*numaral[ıi]\s*dai\w*             # 9 numaralı dai/daire
+            | dair[eé]?\s*no\.?\s*(?P<n5>\d+)                # Daire No 12 / Daire No. 12
+            | \bd\s*[:\-]?\s*(?P<n6>\d+)                     # D:10 / D-10
+            | \bno\b(?!\s*lu)\s*[:\-]?\s*(?P<n7>\d+)         # NO:11 / NO :3 (nolu hariç)
+            | dair[eé]?\s*(?P<n8>\d+)                        # daire 3
+            | (?P<n9>\d+)\s*numara                           # 9 NUMARA
+            | \bno\s*/\s*(?P<n10>\d+)                        # NO/11
+            | /(?P<n11>\d+)                                  # /11
+            )\b
+            """,
+            re.IGNORECASE | re.VERBOSE
+        )
+        m = COMBINED_APT_PATTERN.search(self.comment)
+        if not m:
+            return
+        for g in m.groups():
+            if g:
+                apartment_number = g
+                break
+        self.parsed_comment.parts.append(apartment_number)
+        self.comment = self.clean_text_apartment_number(self.comment, m)
+        return
+
+    def extract_months(self):
+        """
+        Extract Turkish month names and abbreviations from the process comment
+        """
+        original_text = self.comment
+        working_text = original_text
+        for month in turkish_months:
+            pattern = re.compile(r'\b' + re.escape(month) + r'\b', re.IGNORECASE)
+            for match in pattern.finditer(original_text):
+                matched_text = match.group(0)
+                normalized_month = self.normalize_text(month)
+                month_number = None
+                if month.lower() in month_to_number_dict:
+                    month_number = month_to_number_dict[month.lower()]
+                elif normalized_month in month_to_number_dict:
+                    month_number = month_to_number_dict[normalized_month]
+                month_info = {'name': month, 'number': month_number}
+                self.parsed_comment.months.append(month_info)
+                working_text = working_text.replace(matched_text, '', 1)
+        
+        for abbr, full_month in turkish_months_abbr.items():
+            pattern = re.compile(r'\b' + re.escape(abbr) + r'\b', re.IGNORECASE)
+            for match in pattern.finditer(working_text):
+                matched_text = match.group(0)
+                normalized_month = self.normalize_text(full_month)
+                month_number = None
+                if full_month.lower() in month_to_number_dict:
+                    month_number = month_to_number_dict[full_month.lower()]
+                elif normalized_month in month_to_number_dict:
+                    month_number = month_to_number_dict[normalized_month]
+                month_info = {'name': full_month, 'number': month_number}
+                self.parsed_comment.months.append(month_info)
+                working_text = working_text.replace(matched_text, '', 1)
+        self.comment = working_text
+
+    def extract_years(self):
+        """
+        Extract years from the process comment
+        """
+        original_text = self.comment
+        working_text = original_text
+        for year in range(start_year, current_year + 1):
+            pattern = re.compile(r'\b' + str(year) + r'\b', re.IGNORECASE)
+            for match in pattern.finditer(original_text):
+                matched_text = match.group(0)
+                if str(matched_text).isdigit():
+                    self.parsed_comment.years.append(int(matched_text))
+                    working_text = working_text.replace(matched_text, '', 1)
+        self.comment = working_text
+
+    def extract_payment_type(self):
+        """
+        Extract payment type from the process comment : aidat, AİD, aidatı, TADİLAT, YAKIT, yakıt, yakit
+        """
+        original_text = self.comment
+        working_text = original_text
+        payment_keywords = {
+            'aidat': ['aidat', 'aİd', 'aid', 'aidatı', 'aidati'], 
+            'tadilat': ['tadilat', 'tadİlat', 'tadilatı'], 
+            'yakit': ['yakit', 'yakıt', 'yakıtı', 'yakiti']
+        }
+        for payment_type, keywords in payment_keywords.items():
+            for keyword in keywords:
+                pattern = re.compile(r'\b' + keyword + r'\b', re.IGNORECASE)
+                for match in pattern.finditer(original_text):
+                    matched_text = match.group(0)
+                    if payment_type not in self.parsed_comment.payment_types:
+                        self.parsed_comment.payment_types.append(payment_type)
+                    working_text = working_text.replace(matched_text, '', 1)
+        self.comment = working_text
+
+
+class Parser:
+
+    def __init__(self, account_records: list, task_requirements: dict[str, BuildingCluster]) -> None:
+        """
+        Initialize parser with account records and task requirements
+        """
+        self.account_records: list = account_records 
+        self.task_requirements: dict[str, BuildingCluster] = task_requirements
+        self.people_dict: dict[str, Person] = {}
+        self.people_regex_dict: dict = self.prepare_people_regex_dict()
+        self.parsed_records: list[ParsedComment] = []
+
+    def prepare_people_regex_dict(self):
+        """Prepare regex dictionary for people"""
+        regex_pattern_dict = {}
+        for build_id, build_cluster in self.task_requirements.items():
+            for build_part in build_cluster.build_parts:
+                for living_space in build_part.living_spaces:
+                    person: Person = living_space.person
+                    if str(build_id) in self.people_dict:
+                        if not str(person.id) in self.people_dict[str(build_id)]:
+                            self.people_dict[str(build_id)][str(person.id)] = person
+                    else:
+                        self.people_dict[str(build_id)] = {str(person.id): person}
+        for build_id, people in self.people_dict.items():
+            people: dict[str, Person] = people
+            for person_id, person in people.items():
+                if str(build_id) not in regex_pattern_dict:
+                    regex_pattern_dict[str(build_id)] = {}
+                regex_pattern_dict[str(build_id)][str(person_id)] = ParserRequirements.generate_dictonary_of_patterns(person)
+        return regex_pattern_dict
+
+    def parse(self):
+        """Parse account records based on task requirements"""
+        for account_record in self.account_records:
+            if not account_record.build_id:
+                continue
+            comment_parser = CommentParser(account_record=account_record, people_regex_dict=self.people_regex_dict, people_dict=self.people_dict)
+            parsed_comment = comment_parser.parse_comment()
+            self.parsed_records.append(parsed_comment)
+        return self.parsed_records
+
+
+def commented_code():
+    def main(account_records, people):
+
+        list_of_regex_patterns = generate_dictonary_of_patterns(people=people)
+        dicts_found, dicts_not_found, count_extracted = dict(), dict(), 0
+        for account_record in account_records:
+            account_record_id = str(account_record["id"])
+            found_dict = {}
+            process_comment_iteration = clean_text(text=account_record["process_comment"])
+            found_dict, cleaned_process_comment = extract_person_name_with_regex(found_dict=found_dict, process_comment=process_comment_iteration, patterns_dict=list_of_regex_patterns, people=people)
+            found_dict, cleaned_process_comment = extract_build_parts_info(found_dict=found_dict, process_comment=cleaned_process_comment)
+            found_dict, cleaned_process_comment = extract_months(found_dict=found_dict, process_comment=cleaned_process_comment)
+            found_dict, cleaned_process_comment = extract_year(found_dict=found_dict, process_comment=cleaned_process_comment)
+            found_dict, cleaned_process_comment = extract_payment_type(found_dict=found_dict, process_comment=cleaned_process_comment)
+            if found_dict:
+                dicts_found[str(account_record_id)] = found_dict
+            else:
+                dicts_not_found[str(account_record_id)] = account_record_id
+
+        for id_, item in dicts_found.items():
+            months_are_valid = bool(item.get("months", []))
+            years_are_valid = bool(item.get("years", []))
+            payment_types_are_valid = bool(item.get("payment_types", []))
+            apartment_number_are_valid = bool(item.get("apartment_number", []))
+            person_name_are_valid = bool(item.get("name_match", []))
+            account_record_to_save = AccountRecords.query.filter_by(id=int(id_)).first()
+            save_dict = dict(account_records_id=account_record_to_save.id, account_records_uu_id=str(account_record_to_save.uu_id), prediction_model="regex", treshold=1, is_first_prediction=False)
+            update_dict = dict(prediction_model="regex", treshold=1, is_first_prediction=False)
+            if any([months_are_valid, years_are_valid, payment_types_are_valid, apartment_number_are_valid, person_name_are_valid]):
+                count_extracted += 1
+                if months_are_valid:
+                    print(f"months: {item['months']}")
+                    data_to_save = dumps({"data": item['months']})
+                    prediction_result = AccountRecordsPredict.query.filter_by(account_records_id=account_record_to_save.id, prediction_field="months", prediction_model="regex").first()
+                    if not prediction_result:
+                        created_account_prediction = AccountRecordsPredict.create(**save_dict, prediction_field="months", prediction_result=data_to_save)
+                        created_account_prediction.save()
+                    else:
+                        prediction_result.update(**update_dict, prediction_result=data_to_save)
+                        prediction_result.save()
+                if years_are_valid:
+                    print(f"years: {item['years']}")
+                    data_to_save = dumps({"data": item['years']})
+                    prediction_result = AccountRecordsPredict.query.filter_by(account_records_id=account_record_to_save.id, prediction_field="years", prediction_model="regex").first()
+                    if not prediction_result:
+                        created_account_prediction = AccountRecordsPredict.create(**save_dict, prediction_field="years", prediction_result=data_to_save)
+                        created_account_prediction.save()
+                    else:
+                        prediction_result.update(**update_dict, prediction_result=data_to_save)
+                        prediction_result.save()
+                if payment_types_are_valid:
+                    print(f"payment_types: {item['payment_types']}")
+                    data_to_save = dumps({"data": item['payment_types']})
+                    prediction_result = AccountRecordsPredict.query.filter_by(account_records_id=account_record_to_save.id, prediction_field="payment_types", prediction_model="regex").first()
+                    if not prediction_result:
+                        created_account_prediction = AccountRecordsPredict.create(**save_dict, prediction_field="payment_types", prediction_result=data_to_save)
+                        created_account_prediction.save()
+                    else:
+                        prediction_result.update(**update_dict, prediction_result=data_to_save)
+                        prediction_result.save()
+                if apartment_number_are_valid:
+                    print(f"apartment_number: {item['apartment_number']}")
+                    prediction_result = AccountRecordsPredict.query.filter_by(account_records_id=account_record_to_save.id, prediction_field="apartment_number", prediction_model="regex").first()
+                    if not prediction_result:
+                        created_account_prediction = AccountRecordsPredict.create(**save_dict, prediction_field="apartment_number", prediction_result=item['apartment_number'])
+                        created_account_prediction.save()
+                    else:
+                        prediction_result.update(**update_dict, prediction_result=item['apartment_number'])
+                        prediction_result.save()
+                if person_name_are_valid:
+                    print(f"person_name: {item['name_match']}")
+                    data_to_save = dumps({"data": item['name_match']})
+                    prediction_result = AccountRecordsPredict.query.filter_by(account_records_id=account_record_to_save.id, prediction_field="person_name", prediction_model="regex").first()
+                    if not prediction_result:
+                        created_account_prediction = AccountRecordsPredict.create(**save_dict, prediction_field="person_name", prediction_result=data_to_save)
+                        created_account_prediction.save()
+                    else:
+                        prediction_result.update(**update_dict, prediction_result=data_to_save)
+                        prediction_result.save()
+
+        print("\n===== SUMMARY =====")
+        print(f"extracted data total            : {count_extracted}")
+        print(f"not extracted data total        : {len(account_records) - count_extracted}")
+        print(f"Total account records processed : {len(account_records)}")
+
+
+
+# def extract_build_parts_info(self):
+#     """
+#     Regex of parts such as :
+#     2 nolu daire
+#     9 NUMARALI DAI
+#     daire 3
+#     3 nolu dairenin
+#     11nolu daire
+#     Daire No 12
+#     2NOLU DAIRE
+#     12 No lu daire
+#     D:10
+#     NO:11
+#     NO :3
+#     """
+#     apartment_number = None
+#     pattern1 = re.compile(r'(\d+)\s*nolu\s*daire', re.IGNORECASE)
+#     match = pattern1.search(self.comment)
+#     if match:
+#         apartment_number = match.group(1)
+#         self.parsed_comment.parts.append(apartment_number)
+#         self.comment = self.clean_text_apartment_number(self.comment, match)
+#         return 
+#     pattern4 = re.compile(r'(\d+)\s*nolu\s*daire\w*', re.IGNORECASE)
+#     match = pattern4.search(self.comment)
+#     if match:
+#         apartment_number = match.group(1)
+#         self.parsed_comment.parts.append(apartment_number)
+#         self.comment = self.clean_text_apartment_number(self.comment, match)
+#         return 
+#     pattern5 = re.compile(r'(\d+)nolu\s*daire', re.IGNORECASE)
+#     match = pattern5.search(self.comment)
+#     if match:
+#         apartment_number = match.group(1)
+#         self.parsed_comment.parts.append(apartment_number)
+#         self.comment = self.clean_text_apartment_number(self.comment, match)
+#         return 
+#     pattern7 = re.compile(r'(\d+)nolu\s*daire', re.IGNORECASE)
+#     match = pattern7.search(self.comment)
+#     if match:
+#         apartment_number = match.group(1)
+#         self.parsed_comment.parts.append(apartment_number)
+#         self.comment = self.clean_text_apartment_number(self.comment, match)
+#         return 
+#     pattern8 = re.compile(r'(\d+)\s*no\s*lu\s*daire', re.IGNORECASE)
+#     match = pattern8.search(self.comment)
+#     if match:
+#         apartment_number = match.group(1)
+#         self.parsed_comment.parts.append(apartment_number)
+#         self.comment = self.clean_text_apartment_number(self.comment, match)
+#         return 
+#     pattern6 = re.compile(r'daire\s*no\s*(\d+)', re.IGNORECASE)
+#     match = pattern6.search(self.comment)
+#     if match:
+#         apartment_number = match.group(1)
+#         self.parsed_comment.parts.append(apartment_number)
+#         self.comment = self.clean_text_apartment_number(self.comment, match)
+#         return 
+#     pattern2 = re.compile(r'(\d+)\s*numarali\s*dai', re.IGNORECASE)
+#     match = pattern2.search(self.comment)
+#     if match:
+#         apartment_number = match.group(1)
+#         self.parsed_comment.parts.append(apartment_number)
+#         self.comment = self.clean_text_apartment_number(self.comment, match)
+#         return 
+#     pattern3 = re.compile(r'daire\s*(\d+)', re.IGNORECASE)
+#     match = pattern3.search(self.comment)
+#     if match:
+#         apartment_number = match.group(1)
+#         self.parsed_comment.parts.append(apartment_number)
+#         self.comment = self.clean_text_apartment_number(self.comment, match)
+#         return 
+#     pattern9 = re.compile(r'd\s*:\s*(\d+)', re.IGNORECASE)
+#     match = pattern9.search(self.comment)
+#     if match:
+#         apartment_number = match.group(1)
+#         self.parsed_comment.parts.append(apartment_number)
+#         self.comment = self.clean_text_apartment_number(self.comment, match)
+#         return 
+#     pattern10 = re.compile(r'no\s*:\s*(\d+)', re.IGNORECASE)
+#     match = pattern10.search(self.comment)
+#     if match:
+#         apartment_number = match.group(1)
+#         self.parsed_comment.parts.append(apartment_number)
+#         self.comment = self.clean_text_apartment_number(self.comment, match)
+#         return 
+#     # return found_dict, self.comment
+
+
+# if __name__ == "__main__":
+
+#     people_query = sqlalchemy_text("""
+#         SELECT DISTINCT ON (p.id) p.firstname, p.middle_name, p.surname, p.birthname, bl.id 
+#         FROM public.people as p
+#         INNER JOIN public.build_living_space as bl ON bl.person_id = p.id
+#         INNER JOIN public.build_parts as bp ON bp.id = bl.build_parts_id
+#         INNER JOIN public.build as b ON b.id = bp.build_id
+#         WHERE b.id = 1
+#         ORDER BY p.id
+#     """)
+
+#     people_raw = session.execute(people_query).all()
+#     remove_duplicate = list()
+#     clean_people_list = list()
+#     for person in people_raw:
+#         merged_name = f"{person[0]} {person[1]} {person[2]} {person[3]}"
+#         if merged_name not in remove_duplicate:
+#             clean_people_list.append(person)
+#             remove_duplicate.append(merged_name)
+    
+#     people = [{"firstname": p[0], "middle_name": p[1], "surname": p[2], "birthname": p[3], 'id': p[4]} for p in clean_people_list]
+#     query_account_records = sqlalchemy_text("""
+#         SELECT a.id, a.iban, a.bank_date, a.process_comment FROM public.account_records as a where currency_value > 0
+#     """)    # and bank_date::date >= '2020-01-01'
+#     account_records = session.execute(query_account_records).all()
+#     account_records = [{"id": ar[0], "iban": ar[1], "bank_date": ar[2], "process_comment": ar[3]} for ar in account_records]
+
+#     try:
+#         main(session=session, account_records=account_records, people=people)
+#     except Exception as e:
+#         print(f"{e}")
+    
+#     session.close()
+#     session_factory.remove()

ServicesRunner/AccountRecordServices/Finder/Parser/Comment/models.py

@@ -0,0 +1,93 @@
+from typing import Optional, List
+from pydantic import BaseModel
+
+
+class User(BaseModel):
+    id: int
+    uu_id: str
+    user_tag: str
+    user_type: str
+    email: str
+    phone_number: str
+    related_company: str
+    is_confirmed: bool
+    active: bool
+
+
+class Person(BaseModel):
+    id: int
+    uu_id: str
+    firstname: str
+    surname: str
+    middle_name: Optional[str] = ""
+    birthname: Optional[str] = ""
+    # national_identity_id: str
+    is_confirmed: bool
+    active: bool
+    user: Optional[User] = None
+
+
+class OccupantType(BaseModel):
+    id: int
+    uu_id: str
+    occupant_code: str
+    occupant_type: str
+    is_confirmed: bool
+    active: bool
+    user_type_uu_id: Optional[str] = None
+
+
+class BuildPart(BaseModel):
+    id: int
+    uu_id: str
+    part_no: str
+    part_level: str
+    part_code: str
+    part_gross_size: float
+    part_net_size: float
+    human_livable: bool
+    build_id: int
+    build_uu_id: str
+    is_confirmed: bool
+    active: bool
+    living_spaces: Optional[List['BuildLivingSpace']] = None
+
+
+class BuildLivingSpace(BaseModel):
+    id: int
+    uu_id: str
+    expiry_starts: str
+    expiry_ends: str
+    fix_value: float
+    fix_percent: float
+    agreement_no: str
+    marketing_process: bool
+    build_parts_id: int
+    build_parts_uu_id: str
+    person_id: int
+    person_uu_id: str
+    occupant_type_id: int
+    occupant_type_uu_id: str
+    is_confirmed: bool
+    active: bool
+    person: Optional[Person] = None
+    occupant_type: Optional[OccupantType] = None
+
+
+class BuildingCluster(BaseModel):
+    id: int
+    uu_id: str
+    build_name: str
+    build_no: str
+    build_date: str
+    decision_period_date: str
+    expiry_starts: str
+    expiry_ends: str
+    is_confirmed: bool
+    active: bool
+    build_parts: List['BuildPart'] = []
+
+
+# Update forward references for models with circular dependencies
+BuildPart.update_forward_refs()
+BuildingCluster.update_forward_refs()

ServicesRunner/AccountRecordServices/Finder/Parser/Excel/Isbank/Dockerfile

@@ -0,0 +1,22 @@
+FROM python:3.12-slim
+
+WORKDIR /app
+
+# Copy only the dependency files first to leverage Docker cache
+COPY ServicesRunner/AccountRecordServices/Finder/Parser/pyproject.toml .
+
+# Install dependencies
+RUN pip install --no-cache-dir --upgrade pip &&  pip install --no-cache-dir .
+
+# Copy only the necessary directories
+COPY ServicesRunner/AccountRecordServices/Finder/Parser/Excel/Isbank /app/ServicesRunner/AccountRecordServices/Finder/Parser/Excel/Isbank
+COPY ServicesRunner/Depends /app/ServicesRunner/Depends
+
+# Set the Python path to include the root directory and ServicesRunner
+ENV PYTHONPATH=/app:/app/ServicesRunner
+
+# Set working directory to the IsBank service directory
+WORKDIR /app/ServicesRunner/AccountRecordServices/Finder/Parser/Excel/Isbank
+
+# Run the application
+CMD ["python", "app.py"]

ServicesRunner/AccountRecordServices/Finder/Parser/Excel/Isbank/app.py

@@ -0,0 +1,210 @@
+import sys
+import logging
+import pandas as pd
+
+from time import sleep
+from datetime import datetime
+from io import BytesIO
+from ServicesRunner.Depends.config import ConfigServices, MailParser, RedisTaskObject, Status
+from base64 import b64decode
+from unidecode import unidecode
+
+from Depends.service_handler import MailParserService
+
+logging.basicConfig(
+    level=logging.INFO,
+    format='%(asctime)s - %(name)s - %(levelname)s - %(message)s',
+    handlers=[logging.StreamHandler(sys.stdout), logging.FileHandler('isbank_parser_service.log')]
+)
+logger = logging.getLogger('IsBank_Parser_Service')
+
+
+class IsbankMailParserService:
+
+    def __init__(self):
+        self.mail_parser_service = MailParserService()
+
+    def try_dataframe_extract_with_xlsx(self, binary_data: BytesIO):
+        try:
+            df = pd.read_excel(binary_data, engine='openpyxl')
+            return df
+        except Exception as e:
+            return None
+
+    def try_dataframe_extract_with_xls(self, binary_data: BytesIO):
+        try:
+            df = pd.read_excel(binary_data, engine='xlrd')
+            return df
+        except Exception as e:
+            return None
+
+    def try_dataframe_extract_else(self, binary_data: BytesIO):
+        try:
+            df = pd.read_excel(binary_data, engine='openpyxl')
+        except Exception as e1:
+            try:
+                binary_data.seek(0)
+                df = pd.read_excel(binary_data, engine='xlrd')
+            except Exception as e2:
+                return None
+        return df
+
+    def find_ibans(self, excel_frame: pd.DataFrame, file_name: str) -> list[dict]:
+        """Parse Excel file data.
+
+        Args:
+            excel_frame: DataFrame containing Excel data
+
+        Returns:
+            list[dict]: List of parsed data dictionaries
+        """
+        iban, data_list = "", []
+        try:
+            for row in excel_frame.itertuples():
+                if "IBAN" in str(row[3]).upper():
+                    iban = str(row[5]).replace(" ", "")
+                if not str(row[1]) == "nan" and not str(row[2]) == "nan":
+                    if len(str(row[1]).split("/")) > 2:
+                        data_list.append(
+                            dict(
+                                filename=file_name,
+                                iban=str(iban),
+                                bank_date=datetime.strptime(str(row[1]), "%d/%m/%Y-%H:%M:%S").strftime("%Y-%m-%d %H:%M:%S"),
+                                channel_branch=unidecode(str(row[3])),
+                                currency_value=(float(str(row[4]).replace(",", "")) if row[4] else 0),
+                                balance=(float(str(row[5]).replace(",", "")) if row[5] else 0),
+                                additional_balance=(float(str(row[6]).replace(",", "")) if row[6] else 0),
+                                process_name=str(row[7]),
+                                process_type=unidecode(str(row[8])),
+                                process_comment=unidecode(str(row[9])),
+                                bank_reference_code=str(row[15]),
+                            )
+                        )
+        except Exception as e:
+            print(f"[PARSER_SERVICE] Error parsing Excel file: {str(e)}")
+        return data_list
+
+    def parse_dataframes(self, dataframe: pd.DataFrame, task: RedisTaskObject, attachment_data: MailParser):
+        file_name = attachment_data.filename
+        data_list = self.find_ibans(dataframe, file_name)
+        print(f"[PARSER_SERVICE] Successfully parsed {len(data_list)} records from Excel file")
+        if data_list:
+            self.mail_parser_service.update_service_data(task.task, ConfigServices.SERVICE_PREFIX_FINDER_IBAN, data_list)
+            print(f"Updated service data for task {task.task} with {len(data_list)} records")
+            self.mail_parser_service.change_service(task.task, ConfigServices.SERVICE_PREFIX_MAIL_PARSER, Status.COMPLETED, True)
+            return True
+        self.mail_parser_service.change_service(task.task, ConfigServices.SERVICE_PREFIX_MAIL_PARSER, Status.FAILED, True)
+        return False
+
+    def process_task(self, active_task: RedisTaskObject):
+        """Process a task object using the MailParserService
+        
+        Args:
+            task: RedisTaskObject or task dictionary to process
+        """
+        
+        try:
+            for data in active_task.data.MailParser:
+                attachment_data: MailParser = data
+                if not attachment_data or not attachment_data.data:
+                    print(f"[PARSER_SERVICE] No data found for task {active_task.task}")
+                    continue
+                binary_data: bytes = b64decode(attachment_data.data)
+                excel_data = BytesIO(binary_data)
+                df = self.try_dataframe_extract_with_xlsx(excel_data)
+                if df is None:
+                    excel_data.seek(0)
+                    df = self.try_dataframe_extract_with_xls(excel_data)
+                if df is None:
+                    excel_data.seek(0)
+                    df = self.try_dataframe_extract_else(excel_data)
+                    
+                if df is not None:
+                    self.parse_dataframes(df, active_task, attachment_data)
+                    print(f"[PARSER_SERVICE] Completed processing task {active_task.task}")
+                
+        except Exception as e:
+            print(f"[PARSER_SERVICE] Error processing task: {str(e)}")
+
+
+if __name__ == "__main__":
+    logger.info("Starting IsBank Parser Service")
+    print(f"Starting IsBank Parser Service.")
+    
+    # Initialize service
+    parser = IsbankMailParserService()
+    
+    # Configurable parameters
+    normal_sleep_time = 10  # seconds between normal operations
+    error_sleep_time = 30   # seconds to wait after an error before retrying
+    max_consecutive_errors = 5  # maximum number of consecutive errors before longer pause
+    extended_error_sleep = 120  # seconds to wait after hitting max consecutive errors
+    consecutive_errors = 0
+    
+    # Main service loop
+    while True:
+        try:
+            # Fetch all tasks
+            all_tasks = parser.mail_parser_service.fetch_all_tasks()
+            
+            if all_tasks and len(all_tasks) > 0:
+                logger.info(f"Found {len(all_tasks)} tasks to process")
+                
+                # Process each task
+                for active_task in all_tasks:
+                    if active_task.service == ConfigServices.SERVICE_PREFIX_MAIL_READER and active_task.completed:
+                        logger.info(f"Processing task {active_task.task}")
+                        parser.process_task(active_task)
+                    else:
+                        continue
+            else:
+                logger.info("No tasks found to process")
+            
+            # Reset error counter on success
+            if consecutive_errors > 0:
+                logger.info(f"Service recovered after {consecutive_errors} consecutive errors")
+                consecutive_errors = 0
+                
+            # Normal operation sleep
+            sleep(normal_sleep_time)
+            
+        except MailParserService.REDIS_EXCEPTIONS as e:
+            # Redis-specific errors
+            consecutive_errors += 1
+            logger.error(f"Redis error (attempt {consecutive_errors}): {str(e)}")
+            
+            # Use centralized reconnection handler from RedisHandler
+            mail_parser_service, need_extended_sleep = MailParserService.handle_reconnection(
+                consecutive_errors=consecutive_errors, max_consecutive_errors=max_consecutive_errors
+            )
+            
+            if mail_parser_service:
+                # Update parser's mail parser service with the new instance
+                parser.mail_parser_service = mail_parser_service
+            
+            # Sleep based on error count
+            if need_extended_sleep:
+                sleep(extended_error_sleep)
+            else:
+                sleep(error_sleep_time)
+                
+        except Exception as e:
+            # Any other unexpected errors
+            consecutive_errors += 1
+            logger.error(f"Unexpected error (attempt {consecutive_errors}): {str(e)}")
+            
+            # For any other error, try to reinitialize everything after some delay
+            if consecutive_errors >= max_consecutive_errors:
+                logger.warning(f"Hit {max_consecutive_errors} consecutive errors, reinitializing service")
+                try:
+                    # Reinitialize the service directly
+                    parser = IsbankMailParserService()
+                    logger.info("Successfully reinitialized parser service")
+                    consecutive_errors = 0  # Reset counter after reinitialization
+                except Exception as reinit_error:
+                    logger.error(f"Service reinitialization failed: {str(reinit_error)}")
+                
+                sleep(extended_error_sleep)
+            else:
+                # For fewer consecutive errors, just retry
+                sleep(error_sleep_time)

ServicesRunner/AccountRecordServices/Finder/Parser/main.py

@@ -0,0 +1,6 @@
+def main():
+    print("Hello from parser!")
+
+
+if __name__ == "__main__":
+    main()

ServicesRunner/AccountRecordServices/Finder/Parser/pyproject.toml

@@ -0,0 +1,15 @@
+[project]
+name = "parser"
+version = "0.1.0"
+description = "Add your description here"
+readme = "README.md"
+requires-python = ">=3.12"
+dependencies = [
+    "arrow>=1.3.0",
+    "pandas>=2.2.3",
+    "redis>=6.4.0",
+    "unidecode>=1.3.8",
+    "xlrd>=2.0.1",
+    "openpyxl>=3.1.2",
+    "pydantic-settings>=2.8.1",
+]

ServicesRunner/AccountRecordServices/Reader/.python-version

@@ -0,0 +1 @@
+3.12

ServicesRunner/AccountRecordServices/Reader/Banks/IsBank/Dockerfile

@@ -0,0 +1,22 @@
+FROM python:3.12-slim
+
+WORKDIR /app
+
+# Copy only the dependency files first to leverage Docker cache
+COPY ServicesRunner/AccountRecordServices/Reader/Banks/IsBank/pyproject.toml .
+
+# Install dependencies
+RUN pip install --no-cache-dir --upgrade pip &&  pip install --no-cache-dir .
+
+# Copy only the necessary directories
+COPY ServicesRunner/AccountRecordServices/Reader/Banks /app/ServicesRunner/AccountRecordServices/Reader/Banks
+COPY ServicesRunner/Depends /app/ServicesRunner/Depends
+
+# Set the Python path to include the root directory and ServicesRunner
+ENV PYTHONPATH=/app:/app/ServicesRunner
+
+# Set working directory to the IsBank service directory
+WORKDIR /app/ServicesRunner/AccountRecordServices/Reader/Banks/IsBank
+
+# Run the application
+CMD ["python", "app.py"]

ServicesRunner/AccountRecordServices/Reader/Banks/IsBank/app.py

@@ -0,0 +1,143 @@
+import sys
+import socket
+import logging
+
+from time import sleep
+from config import IsBankConfig
+from Depends.mail_handler import EmailReaderService, EmailServiceRunner
+from Depends.service_handler import MailReaderService
+
+# Configure logging
+logging.basicConfig(
+    level=logging.INFO,
+    format='%(asctime)s - %(name)s - %(levelname)s - %(message)s',
+    handlers=[logging.StreamHandler(sys.stdout), logging.FileHandler('isbank_email_service.log')]
+)
+logger = logging.getLogger('IsBank_Email_Service')
+
+
+# Main application code
+def main():
+    """Main entry point for the IsBank email service"""
+    try:
+        redis_handler = MailReaderService()
+        email_service = EmailReaderService(IsBankConfig())
+        email_service.login_and_connect()
+        runner = EmailServiceRunner(redis_handler=redis_handler, email_service=email_service)
+        runner.fetch_and_set_mails()
+        runner.drop()
+        return True
+    except Exception as e:
+        logger.error(f"Error in main function: {str(e)}")
+        return False
+
+
+def initialize_service():
+    """Initialize the service with proper error handling"""
+    try:
+        # Create singleton instances directly
+        logger.info("Creating Redis handler singleton")
+        redis_handler = MailReaderService()
+
+        logger.info("Creating EmailReaderService")
+        email_service = EmailReaderService(IsBankConfig())
+
+        # Initialize email service and connect
+        logger.info("Connecting to email service")
+        email_service.login_and_connect()
+
+        # Create email service runner with the singletons
+        logger.info("Creating EmailServiceRunner")
+        runner = EmailServiceRunner(redis_handler=redis_handler, email_service=email_service)
+        
+        if runner:
+            logger.info("Email service runner initialized successfully")
+            return runner
+        else:
+            logger.error("Failed to initialize email service runner")
+            # Sleep before retry to avoid rapid failure loops
+            sleep(5)
+            return initialize_service()
+            
+    except Exception as e:
+        logger.error(f"Service initialization failed: {str(e)}")
+        # Sleep before retry to avoid rapid failure loops
+        sleep(5)
+        return initialize_service()
+
+
+if __name__ == "__main__":
+
+    logger.info("Starting IsBank Email Service")
+    print(f"Starting Service Mail Reader.")
+    runner = initialize_service()
+    consecutive_errors, normal_sleep_time, error_sleep_time = 0, 10, 30
+    max_consecutive_errors, extended_error_sleep = 5, 120
+
+    while True:
+        try:
+            print("Fetching and setting mails...")
+            runner.fetch_and_set_mails()
+            if consecutive_errors > 0:
+                logger.info(f"Service recovered after {consecutive_errors} consecutive errors")
+                consecutive_errors = 0
+            sleep(normal_sleep_time)
+        except MailReaderService.REDIS_EXCEPTIONS as e:
+            consecutive_errors += 1
+            logger.error(f"Redis error (attempt {consecutive_errors}): {str(e)}")
+            redis_handler, need_extended_sleep = MailReaderService.handle_reconnection(
+                consecutive_errors=consecutive_errors, max_consecutive_errors=max_consecutive_errors
+            )
+            if redis_handler:
+                runner.redis_handler = redis_handler
+                runner.redis_connected = False
+            if need_extended_sleep:
+                sleep(extended_error_sleep)
+            else:
+                sleep(error_sleep_time)
+
+        except socket.error as e:
+            consecutive_errors += 1
+            logger.error(f"Email connection error (attempt {consecutive_errors}): {str(e)}")
+            try:
+                logger.info("Attempting to re-establish email connection...")
+                email_service = EmailReaderService(IsBankConfig())
+                email_service.login_and_connect()
+                redis_handler = runner.redis_handler
+                runner = EmailServiceRunner(redis_handler=redis_handler, email_service=email_service)
+                logger.info("Successfully re-established email connection")
+            except Exception as email_retry_error:
+                logger.error(f"Failed to re-establish email connection: {str(email_retry_error)}")
+
+            if consecutive_errors >= max_consecutive_errors:
+                logger.warning(f"Hit {max_consecutive_errors} consecutive email errors, taking longer pause")
+                sleep(extended_error_sleep)
+            else:
+                sleep(error_sleep_time)
+
+        except Exception as e:
+            consecutive_errors += 1
+            logger.error(f"Unexpected error (attempt {consecutive_errors}): {str(e)}")
+            if consecutive_errors >= max_consecutive_errors:
+                logger.warning(f"Hit {max_consecutive_errors} consecutive errors, reinitializing service")
+                try:
+                    try:
+                        runner.drop()
+                    except Exception as cleanup_error:
+                        logger.warning(f"Error during cleanup: {str(cleanup_error)}")
+                    redis_handler = MailReaderService()
+                    email_service = EmailReaderService(IsBankConfig())
+                    email_service.login_and_connect()
+                    runner = EmailServiceRunner(redis_handler=redis_handler, email_service=email_service)
+                    if runner:
+                        logger.info("Successfully reinitialized email service runner")
+                        consecutive_errors = 0
+                    else:
+                        logger.error("Failed to reinitialize email service runner")
+                except Exception as reinit_error:
+                    logger.error(f"Service reinitialization failed: {str(reinit_error)}")
+                
+                sleep(extended_error_sleep)
+            else:
+                print(f"Error: {str(e)}")
+                sleep(error_sleep_time)

ServicesRunner/AccountRecordServices/Reader/Banks/IsBank/config.py

@@ -0,0 +1,16 @@
+import os
+from Depends.config import ConfigServices
+
+class IsBankConfig:
+
+    MAILBOX: str = os.getenv("MAILBOX", "bilgilendirme@ileti.isbank.com.tr")
+    AUTHORIZE_IBAN: str = os.getenv("AUTHORIZE_IBAN", "4245-0093333")
+    NO_ATTACHMENT_FOLDER: str = "NoAttachment"
+    COMPLETED_FOLDER: str = "Completed"
+    TASK_DATA_PREFIX: str = ConfigServices.MAIN_TASK_PREFIX
+    TASK_MAILID_INDEX_PREFIX: str = ConfigServices.TASK_MAILID_INDEX_PREFIX
+    TASK_UUID_INDEX_PREFIX: str = ConfigServices.TASK_UUID_INDEX_PREFIX
+    TASK_SEEN_PREFIX: str = ConfigServices.TASK_SEEN_PREFIX
+    SERVICE_PREFIX: str = ConfigServices.SERVICE_PREFIX_MAIL_READER
+    NEXT_SERVICE_PREFIX: str = ConfigServices.SERVICE_PREFIX_MAIL_PARSER
+

ServicesRunner/AccountRecordServices/Reader/Banks/IsBank/pyproject.toml

@@ -0,0 +1,13 @@
+[project]
+name = "isbank-email-reader"
+version = "0.1.0"
+description = "IsBank Email Reader Service"
+readme = "README.md"
+requires-python = ">=3.12"
+dependencies = [
+    "arrow>=1.3.0",
+    "redis>=6.4.0",
+    "pydantic>=2.0.0",
+    "pydantic-settings>=2.0.0",
+    "email-validator>=2.0.0",
+]

ServicesRunner/AccountRecordServices/Reader/Banks/ReadMe.txt

@@ -0,0 +1,4 @@
+Uses
+
+- MainRedisHandler
+- MailHandler

ServicesRunner/AccountRecordServices/Reader/pyproject.toml

@@ -0,0 +1,9 @@
+[project]
+name = "reader"
+version = "0.1.0"
+description = "Add your description here"
+readme = "README.md"
+requires-python = ">=3.12"
+dependencies = [
+    "redis>=6.4.0",
+]

ServicesRunner/AccountRecordServices/Reader/uv.lock

@@ -0,0 +1,23 @@
+version = 1
+revision = 3
+requires-python = ">=3.12"
+
+[[package]]
+name = "reader"
+version = "0.1.0"
+source = { virtual = "." }
+dependencies = [
+    { name = "redis" },
+]
+
+[package.metadata]
+requires-dist = [{ name = "redis", specifier = ">=6.4.0" }]
+
+[[package]]
+name = "redis"
+version = "6.4.0"
+source = { registry = "https://pypi.org/simple" }
+sdist = { url = "https://files.pythonhosted.org/packages/0d/d6/e8b92798a5bd67d659d51a18170e91c16ac3b59738d91894651ee255ed49/redis-6.4.0.tar.gz", hash = "sha256:b01bc7282b8444e28ec36b261df5375183bb47a07eb9c603f284e89cbc5ef010", size = 4647399, upload-time = "2025-08-07T08:10:11.441Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/e8/02/89e2ed7e85db6c93dfa9e8f691c5087df4e3551ab39081a4d7c6d1f90e05/redis-6.4.0-py3-none-any.whl", hash = "sha256:f0544fa9604264e9464cdf4814e7d4830f74b165d52f2a330a760a88dd248b7f", size = 279847, upload-time = "2025-08-07T08:10:09.84Z" },
+]

ServicesRunner/AccountRecordServices/Test/.dockerignore

@@ -0,0 +1,14 @@
+__pycache__/
+*.pyc
+*.pyo
+*.pyd
+*.db
+*.sqlite3
+*.log
+*.env
+venv/
+.env.*
+node_modules/
+.prisma/
+.prisma-cache/
+ServicesRunnner/AccountRecordServices/Test/venv/

ServicesRunner/AccountRecordServices/Test/Dockerfile

@@ -0,0 +1,20 @@
+FROM python:3.12-slim
+
+ENV VIRTUAL_ENV=/app/ServicesRunner/Depends/opt/venv
+ENV PRISMA_SCHEMA_PATH=/app/ServicesRunner/Depends/schema.prisma
+ENV PATH="$VIRTUAL_ENV/bin:$PATH"
+ENV PYTHONPATH=/app
+
+RUN apt-get update && apt-get install -y --no-install-recommends gcc curl && rm -rf /var/lib/apt/lists/*
+
+WORKDIR /app
+
+COPY ServicesRunner/requirements.txt /app/ServicesRunner/requirements.txt
+COPY ServicesRunner/Depends/schema.prisma /app/ServicesRunner/Depends/schema.prisma
+COPY ServicesRunner/Depends/ /app/ServicesRunner/Depends/
+COPY ServicesRunner/AccountRecordServices/Test/ /app/ServicesRunner/AccountRecordServices/Test/
+COPY ServicesRunner/AccountRecordServices/Test/entrypoint.sh /entrypoint.sh
+
+RUN chmod +x /entrypoint.sh
+
+CMD ["/entrypoint.sh"]

ServicesRunner/AccountRecordServices/Test/app.py

@@ -0,0 +1,29 @@
+import asyncio
+import sys
+from Depends.prisma_client import prisma_client
+
+async def my_function():
+    try:
+        async with prisma_client() as db:
+            result = await db.account_records.find_many(
+                take=5,
+                skip=0,
+                order=[{"bank_date": "desc"}]
+            )
+
+            selected_result = [{"id": record.id, "bank_date": record.bank_date, "currency_value": record.currency_value} for record in result]
+            for record in selected_result:
+                print(record)
+    except Exception as e:
+        print(f"Error: {e}", file=sys.stderr)
+        raise
+
+if __name__ == "__main__":
+    while True:
+        print("I am online")
+        asyncio.sleep(30)
+        # asyncio.run(my_function())
+    # asyncio.run(my_function())
+    # while True:
+    #     asyncio.sleep(5)
+

ServicesRunner/AccountRecordServices/Test/entrypoint.sh

@@ -0,0 +1,18 @@
+#!/bin/sh
+
+VENV_PATH="/opt/venv"
+REQUIREMENTS_PATH="/app/ServicesRunner/requirements.txt"
+SCHEMA_PATH="/app/ServicesRunner/Depends/schema.prisma"
+PRISMA_BINARY_PATH="/app/ServicesRunner/Depends/root/.cache/prisma-python/binaries"
+
+if [ ! -x "$VENV_PATH/bin/python" ]; then
+  python -m venv "$VENV_PATH"
+  "$VENV_PATH/bin/pip" install --no-cache-dir -r "$REQUIREMENTS_PATH"
+  "$VENV_PATH/bin/prisma" generate --schema "$SCHEMA_PATH"
+fi
+
+if ! find "$PRISMA_BINARY_PATH" -type f -name "prisma-query-engine-debian-openssl-3.0.x" | grep -q .; then
+  "$VENV_PATH/bin/prisma" py fetch
+fi
+
+exec "$VENV_PATH/bin/python" -m ServicesRunner.AccountRecordServices.Test.app

ServicesRunner/Depends/config.py

@@ -0,0 +1,155 @@
+import os
+from re import TEMPLATE
+from pydantic import BaseModel
+from typing import Any, List, Optional, Union
+
+
+class FromToHeader(BaseModel):
+
+    display_name: Optional[str]
+    username: Optional[str]
+    domain: Optional[str]
+    mail: Optional[str]
+
+
+class MailReader(BaseModel):
+
+    id: str
+    subject: str
+    from_: FromToHeader 
+    to: List[FromToHeader]
+    date: str
+    body_text: str
+
+
+class MailParser(BaseModel):
+    
+    filename: str
+    content_type: str
+    charset: str
+    data: str
+
+class FinderIban(BaseModel):
+
+    filename: str
+    iban: str
+    bank_date: str
+    channel_branch: str
+    currency_value: float
+    balance: float
+    additional_balance: float
+    process_name: str
+    process_type: str
+    process_comment: str
+    bank_reference_code: str
+
+
+class FinderComment(FinderIban):
+
+    build_id: Optional[int] = None
+    build_uu_id: Optional[str] = None
+    decision_book_id: Optional[int] = None
+    decision_book_uu_id: Optional[str] = None
+    
+
+class RedisData(BaseModel):
+    MailReader: MailReader
+    MailParser: List[MailParser]
+    FinderIban: List[FinderIban]
+    FinderComment: List[FinderComment] 
+
+
+class Status:
+    PENDING: str = "PENDING"
+    IN_PROGRESS: str = "IN_PROGRESS"
+    COMPLETED: str = "COMPLETED"
+    FAILED: str = "FAILED"
+
+
+class RedisTaskObject(BaseModel):
+    task: str
+    data: RedisData
+    completed: bool
+    service: str
+    status: str
+    created_at: str
+    is_completed: bool
+
+
+class MailSendModel(BaseModel):
+    receivers: List[str]
+    subject: str
+    template_name: str
+    data: dict
+
+
+class RedisMailSender(BaseModel):
+    task: RedisTaskObject
+    data: MailSendModel
+    completed: bool
+    service: str
+    status: str
+    created_at: str
+    completed: bool
+
+
+class EmailConfig:
+
+    HOST: str = os.getenv("EMAIL_HOST", "10.10.2.34")
+    USERNAME: str = os.getenv("EMAIL_USERNAME", "isbank@mehmetkaratay.com.tr")
+    PASSWORD: str = os.getenv("EMAIL_PASSWORD", "system")
+    PORT: int = int(os.getenv("EMAIL_PORT", 993))
+
+    @classmethod
+    def as_dict(cls):
+        return dict(host=EmailConfig.HOST, port=EmailConfig.PORT, username=EmailConfig.USERNAME, password=EmailConfig.PASSWORD)
+
+
+class RedisConfig:
+
+    HOST: str = os.getenv("REDIS_HOST", "10.10.2.15")
+    PASSWORD: str = os.getenv("REDIS_PASSWORD", "your_strong_password_here")
+    PORT: int = int(os.getenv("REDIS_PORT", 6379))
+    DB: int = int(os.getenv("REDIS_DB", 0))
+
+    @classmethod
+    def as_dict(cls):
+        return dict(host=RedisConfig.HOST, port=int(RedisConfig.PORT), password=RedisConfig.PASSWORD, db=int(RedisConfig.DB))
+
+
+class MailReaderMainConfig:
+
+    MAILBOX: str
+    AUTHORIZE_IBAN: str
+    NO_ATTACHMENT_FOLDER: str
+    COMPLETED_FOLDER: str
+    TASK_DATA_PREFIX: str
+    TASK_MAILID_INDEX_PREFIX: str
+    TASK_UUID_INDEX_PREFIX: str
+    TASK_SEEN_PREFIX: str
+    SERVICE_PREFIX: str
+    NEXT_SERVICE_PREFIX: str
+
+
+class ConfigServices:
+    
+    MAIN_TASK_PREFIX: str = "BANK:SERVICES:TASK:DATA"
+    TASK_MAILID_INDEX_PREFIX: str = "BANK:SERVICES:TASK:MAILID"
+    TASK_UUID_INDEX_PREFIX: str = "BANK:SERVICES:TASK:UUID"
+    TASK_SEEN_PREFIX: str = "BANK:SERVICES:TASK:SEEN"
+    TASK_DELETED_PREFIX: str = "BANK:SERVICES:TASK:DELETED"
+    TASK_COMMENT_PARSER: str = "BANK:SERVICES:TASK:COMMENT:PARSER"
+    TASK_PREDICT_RESULT: str = "BANK:SERVICES:TASK:COMMENT:RESULT"
+    
+    SERVICE_PREFIX_MAIL_READER: str = "MailReader"
+    SERVICE_PREFIX_MAIL_PARSER: str = "MailParser"
+    SERVICE_PREFIX_FINDER_IBAN: str = "FinderIban"
+    SERVICE_PREFIX_FINDER_COMMENT: str = "FinderComment"
+    SERVICE_PREFIX_MAIL_SENDER: str = "MailSender"
+
+
+    TEMPLATE_ACCOUNT_RECORDS: str = "template_accounts.html"
+    
+
+paramsRedisData = Union[MailReader, MailParser, FinderIban, FinderComment]
+

ServicesRunner/Depends/mail_handler.py

@@ -0,0 +1,605 @@
+import os
+import socket
+import logging
+
+from functools import wraps
+from base64 import b64encode
+from time import sleep
+from datetime import datetime
+from typing import List, Dict, Any, Union, TypeVar, Tuple
+
+from email.message import EmailMessage
+from email.policy import default as policy
+from email.headerregistry import UniqueDateHeader, UniqueAddressHeader, UniqueUnstructuredHeader
+from email.parser import BytesParser
+from imaplib import IMAP4_SSL, IMAP4
+
+from Depends.redis_handlers import RedisHandler
+from Depends.config import ConfigServices, EmailConfig, MailReaderMainConfig, MailReader, MailParser, RedisData, Status
+from Depends.service_handler import MailReaderService
+
+# Configure logging
+logger = logging.getLogger('Email Reader Service')
+
+# Type variable for generic function return types
+T = TypeVar('T')
+
+def retry_on_connection_error(max_retries: int = 3, delay: int = 5, backoff: int = 2, exceptions=(Exception,)):
+    """
+    Retry decorator with exponential backoff for handling connection errors
+    
+    Args:
+        max_retries: Maximum number of retries
+        delay: Initial delay between retries in seconds
+        backoff: Backoff multiplier
+        exceptions: Tuple of exceptions to catch
+        
+    Returns:
+        Decorated function
+    """
+    def decorator(func):
+        @wraps(func)
+        def wrapper(*args, **kwargs):
+            mtries, mdelay = max_retries, delay
+            while mtries > 0:
+                try:
+                    return func(*args, **kwargs)
+                except exceptions as e:
+                    logger.warning(f"Connection error in {func.__name__}: {str(e)}, retrying in {mdelay}s...")
+                    sleep(mdelay)
+                    mtries -= 1
+                    mdelay *= backoff
+            
+            # Final attempt
+            return func(*args, **kwargs)
+        return wrapper
+    return decorator
+
+
+class Mails:
+    """Class representing an email with attachments and metadata"""
+
+    def __init__(self, mail_id: bytes, mail_data: bytes):
+        """
+        Initialize a mail object
+        
+        Args:
+            mail_id: Unique identifier for the email
+            mail_data: Raw email data
+        """
+        self.id: bytes = mail_id
+        self.raw_data: bytes = mail_data
+        self.attachments: List[Dict[str, Union[str, bytes]]] = []
+        self.message: EmailMessage = BytesParser(policy=policy).parsebytes(mail_data)
+        self.subject: UniqueUnstructuredHeader = self.message.get('Subject', '') or ''
+        self.from_: UniqueAddressHeader = self.message.get('From', '') or ''
+        self.to: UniqueAddressHeader = self.message.get('To', '') or ''
+        self.date: UniqueDateHeader = self.message.get('Date', '') or ''
+        self.body_text: str = self._get_body_text()
+        self._extract_attachments()
+
+    def to_dict(self) -> Dict[str, Any]:
+        """
+        Convert mail object to dictionary representation
+        
+        Returns:
+            Dictionary representation of mail
+        """
+        return {
+            'id': self.id.decode('utf-8'),
+            'attachments': [{
+                'filename': attachment['filename'],
+                'content_type': attachment['content_type'],
+                'charset': attachment['charset'],
+                'data': b64encode(attachment['data']).decode(attachment['charset'], errors='replace')
+            } for attachment in self.attachments],
+            'subject': str(self.subject),
+            'from_': {
+                "display_name": self.from_.addresses[0].display_name,
+                "username": self.from_.addresses[0].username,
+                "domain": self.from_.addresses[0].domain,
+                "mail": f"{self.from_.addresses[0].username}@{self.from_.addresses[0].domain}"
+            },
+            'to': [
+                {
+                "display_name": address.display_name,
+                "username": address.username,
+                "domain": address.domain,
+                "mail": f"{address.username}@{address.domain}"
+                } for address in self.to.addresses
+            ],
+            'date': str(self.date.datetime),
+            'body_text': str(self.body_text)
+        }
+
+    def _get_body_text(self) -> str:
+        """
+        Extract plain text body from email
+        
+        Returns:
+            Plain text body of email
+        """
+        body = self.message.get_body(preferencelist=('plain',))
+        if body is not None:
+            return body.get_content() or ''
+        if self.message.is_multipart():
+            for part in self.message.walk():
+                if part.get_content_type() == 'text/plain' and (part.get_content_disposition() or '') != 'attachment':
+                    try:
+                        return part.get_content() or ''
+                    except Exception:
+                        payload = part.get_payload(decode=True) or b''
+                        return payload.decode(part.get_content_charset() or 'utf-8', errors='replace')
+        else:
+            if self.message.get_content_type() == 'text/plain':
+                try:
+                    return self.message.get_content() or ''
+                except Exception:
+                    payload = self.message.get_payload(decode=True) or b''
+                    return payload.decode(self.message.get_content_charset() or 'utf-8', errors='replace')
+        return ''
+
+    def _extract_attachments(self) -> None:
+        """Extract attachments from email"""
+        for part in self.message.walk():
+            if part.get_content_disposition() == 'attachment':
+                filename = part.get_filename()
+                if not filename:
+                    continue
+                data = part.get_payload(decode=True) or b''
+                charset = part.get_charset() or 'utf-8'
+                self.attachments.append({'filename': filename, 'content_type': part.get_content_type(), 'data': data, 'charset': charset})
+
+    def save_attachments(self, folder: str) -> None:
+        """
+        Save attachments to folder
+        
+        Args:
+            folder: Folder to save attachments to
+        """
+        os.makedirs(folder, exist_ok=True)
+        for att in self.attachments:
+            with open(os.path.join(folder, att['filename']), 'wb') as f:
+                f.write(att['data'])
+
+
+class EmailReaderService:
+    """Service for reading emails from mailbox with improved connection resilience"""
+
+    def __init__(self, config: MailReaderMainConfig):
+        """
+        Initialize email reader service
+        
+        Args:
+            config: Application configuration
+        """
+        self.email_config = EmailConfig()
+        self.config = config
+        self.mail = None
+        self.data: List[Mails] = []
+        self.mail_count = 0
+        self.is_connected = False
+        self.connect_imap()
+    
+    def connect_imap(self) -> bool:
+        """
+        Establish IMAP connection with retry mechanism
+        
+        Returns:
+            True if connection successful, False otherwise
+        """
+        try:
+            if self.mail:
+                # Try to close existing connection if any
+                try:
+                    self.mail.close()
+                    self.mail.logout()
+                except Exception:
+                    pass
+            
+            logger.info(f"Connecting to IMAP server {self.email_config.HOST}:{self.email_config.PORT}")
+            self.mail = IMAP4_SSL(self.email_config.HOST, self.email_config.PORT)
+            self.is_connected = True
+            return True
+        except (socket.error, IMAP4.error) as e:
+            logger.error(f"Failed to connect to IMAP server: {str(e)}")
+            self.is_connected = False
+            return False
+
+    @retry_on_connection_error(max_retries=3, delay=5, exceptions=(socket.error, IMAP4.error, OSError))
+    def login_and_connect(self) -> bool:
+        """
+        Login to IMAP server and connect to inbox with retry mechanism
+        
+        Returns:
+            True if login successful, False otherwise
+        
+        Raises:
+            ConnectionError: If connection cannot be established
+        """
+        if not self.is_connected:
+            if not self.connect_imap():
+                raise ConnectionError("Cannot establish connection to IMAP server")
+        
+        try:
+            logger.info(f"Logging in as {self.email_config.USERNAME}")
+            self.mail.login(self.email_config.USERNAME, self.email_config.PASSWORD)
+            self._connect_inbox()
+            logger.info("Successfully logged in and connected to inbox")
+            return True
+        except (socket.error, IMAP4.error) as e:
+            logger.error(f"Login failed: {str(e)}")
+            self.is_connected = False
+            raise
+
+    @retry_on_connection_error(max_retries=2, delay=3, exceptions=(socket.error, IMAP4.error, OSError))
+    def refresh(self) -> Tuple[List[Mails], int, int]:
+        """
+        Refresh mail data with connection retry
+        
+        Returns:
+            Tuple of (mail data, mail count, data length)
+        """
+        try:
+            self.mail_count = self._fetch_count()
+            self.data = self._fetch_all()
+            return self.data, self.mail_count, len(self.data)
+        except (socket.error, IMAP4.error) as e:
+            logger.error(f"Refresh failed, attempting to reconnect: {str(e)}")
+            self.connect_imap()
+            self.login_and_connect()
+            self.mail_count = self._fetch_count()
+            self.data = self._fetch_all()
+            return self.data, self.mail_count, len(self.data)
+
+    @retry_on_connection_error(max_retries=2, delay=2, exceptions=(socket.error, IMAP4.error))
+    def _connect_inbox(self) -> None:
+        """
+        Connect to INBOX with retry mechanism
+        
+        Raises:
+            IMAP4.error: If connection to INBOX fails
+        """
+        logger.info("Selecting INBOX folder")
+        status, _ = self.mail.select("INBOX")
+        if status != 'OK':
+            error_msg = "Failed to connect to INBOX"
+            logger.error(error_msg)
+            raise IMAP4.error(error_msg)
+
+    @retry_on_connection_error(max_retries=2, delay=2, exceptions=(socket.error, IMAP4.error))
+    def _fetch_count(self) -> int:
+        """
+        Fetch mail count with retry mechanism
+        
+        Returns:
+            Number of emails
+            
+        Raises:
+            IMAP4.error: If fetching mail count fails
+        """
+        try:
+            status, uids = self.mail.uid('SORT', '(REVERSE DATE)', 'UTF-8', 'ALL', 'FROM', f'"{self.config.MAILBOX}"')
+            if status != 'OK':
+                raise IMAP4.error("Failed to get mail count")
+            count = len(uids[0].split()) if uids[0] else 0
+            logger.info(f"Found {count} emails from {self.config.MAILBOX}")
+            return count
+        except (socket.error, IMAP4.error) as e:
+            logger.error(f"Error fetching mail count: {str(e)}")
+            raise
+
+    @retry_on_connection_error(max_retries=2, delay=2, exceptions=(socket.error, IMAP4.error))
+    def _fetch_all(self) -> List[Mails]:
+        """
+        Fetch all mails with retry mechanism
+        
+        Returns:
+            List of mail objects
+            
+        Raises:
+            IMAP4.error: If fetching mails fails
+        """
+        self.data = []
+        try:
+            status, uids = self.mail.uid('SORT', '(REVERSE DATE)', 'UTF-8', 'ALL', 'FROM', f'"{self.config.MAILBOX}"')
+            if status != 'OK':
+                raise IMAP4.error("Mail search failed")
+            
+            if not uids[0]:
+                logger.info("No emails found matching criteria")
+                return self.data
+                
+            uid_list = uids[0].split()
+            logger.info(f"Processing {len(uid_list)} emails")
+            
+            for uid in uid_list:
+                try:
+                    status, msg_data = self.mail.uid('fetch', uid, '(RFC822)')
+                    if status == 'OK' and msg_data[0] is not None:
+                        self.data.append(Mails(uid, msg_data[0][1]))
+                except Exception as e:
+                    logger.warning(f"Failed to fetch email with UID {uid}: {str(e)}")
+                    continue
+            logger.info(f"Successfully fetched {len(self.data)} emails")
+            return self.data
+        except (socket.error, IMAP4.error) as e:
+            logger.error(f"Error fetching emails: {str(e)}")
+            raise
+
+    @retry_on_connection_error(max_retries=2, delay=1, exceptions=(socket.error, IMAP4.error))
+    def move_to_folder(self, uid: Union[str, bytes], folder: str):
+        """
+        Move message to folder with retry mechanism
+        
+        Args:
+            uid: Email UID
+            folder: Destination folder
+        """
+        try:
+            log_uid = uid
+            if isinstance(uid, bytes):
+                log_uid = uid.decode('utf-8', errors='replace')
+            elif isinstance(uid, str):
+                uid = uid.encode('utf-8')
+            logger.info(f"Moving email {log_uid} to {folder} folder")
+            self.mail.uid('MOVE', uid, folder)
+            self.commit()
+            return True
+        except Exception as e:
+            logger.error(f"Failed to move email to folder: {str(e)}")
+            return False
+
+    @retry_on_connection_error(max_retries=2, delay=1, exceptions=(socket.error, IMAP4.error))
+    def copy_to_folder(self, uid: Union[str, bytes], folder: str):
+        """
+        Copy message to folder with retry mechanism
+        
+        Args:
+            uid: Email UID
+            folder: Destination folder
+        """
+        try:
+            log_uid = uid
+            if isinstance(uid, bytes):
+                log_uid = uid.decode('utf-8', errors='replace')
+            elif isinstance(uid, str):
+                uid = uid.encode('utf-8')
+            logger.info(f"Copying email {log_uid} to {folder} folder")
+            self.mail.uid('COPY', uid, folder)
+            self.commit()
+            return True
+        except Exception as e:
+            logger.error(f"Failed to copy email to folder: {str(e)}")
+            return False
+
+    @retry_on_connection_error(max_retries=2, delay=1, exceptions=(socket.error, IMAP4.error))
+    def mark_no_attachment(self, uid: Union[str, bytes]):
+        """
+        Move message to no attachment folder with retry mechanism
+        
+        Args:
+            uid: Email UID
+        """
+        self.move_to_folder(uid, self.config.NO_ATTACHMENT_FOLDER)
+
+    @retry_on_connection_error(max_retries=2, delay=1, exceptions=(socket.error, IMAP4.error))
+    def mark_completed(self, uid: Union[str, bytes]):
+        """
+        Move message to completed folder with retry mechanism
+        
+        Args:
+            uid: Email UID
+        """
+        self.move_to_folder(uid, self.config.COMPLETED_FOLDER)
+
+    @retry_on_connection_error(max_retries=2, delay=1, exceptions=(socket.error, IMAP4.error))
+    def delete(self, uid):
+        """
+        Delete message with retry mechanism
+        
+        Args:
+            uid: Email UID
+        """
+        try:
+            # Handle both string and bytes types
+            log_uid = uid
+            if isinstance(uid, bytes):
+                log_uid = uid.decode('utf-8', errors='replace')
+            logger.info(f"Marking email {log_uid} for deletion")
+            self.mail.uid('STORE', uid, '+FLAGS', r'(\Deleted)')
+        except Exception as e:
+            logger.error(f"Failed to delete email: {str(e)}")
+            raise
+
+    @retry_on_connection_error(max_retries=2, delay=1, exceptions=(socket.error, IMAP4.error))
+    def commit(self):
+        """
+        Commit pending operations with retry mechanism
+        
+        Raises:
+            Exception: If commit fails
+        """
+        try:
+            logger.info("Committing changes (expunge)")
+            self.mail.expunge()
+        except Exception as e:
+            logger.error(f"Failed to commit changes: {str(e)}")
+            raise
+
+    def logout(self):
+        """Logout from IMAP server"""
+        if self.mail and self.is_connected:
+            try:
+                logger.info("Logging out from IMAP server")
+                self.mail.close()
+                self.mail.logout()
+                self.is_connected = False
+            except Exception as e:
+                logger.warning(f"Logout failed: {str(e)}")
+
+    @property
+    def count(self):
+        """Get count of emails"""
+        return len(self.data)
+
+
+class EmailServiceRunner:
+    """Runner for email service with improved resilience to connection issues"""
+    
+    def __init__(self, redis_handler: MailReaderService, email_service: EmailReaderService) -> None:
+        """
+        Initialize email service runner
+        
+        Args:
+            redis_handler: Redis handler for Redis operations
+            email_service: Email service for email operations
+        """
+        self.redis_handler = redis_handler
+        self.email_service = email_service
+        self.mails = None
+        self.count = 0
+        self.counter = 0
+        self.mail_count = 0
+        self.redis_connected = self._check_redis_connection()
+
+    def _check_redis_connection(self) -> bool:
+        """
+        Check if Redis connection is alive using MailReaderService
+        
+        Returns:
+            True if connection is alive, False otherwise
+        """
+        try:
+            # Use MailReaderService to check connection
+            connection_status = self.redis_handler.ensure_connection()
+            if connection_status:
+                logger.info("Redis connection established via MailReaderService")
+            else:
+                logger.error("Redis connection check failed via MailReaderService")
+            return connection_status
+        except MailReaderService.REDIS_EXCEPTIONS as e:
+            logger.error(f"Redis connection failed: {str(e)}")
+            return False
+
+    @retry_on_connection_error(max_retries=3, delay=5, exceptions=MailReaderService.REDIS_EXCEPTIONS)
+    def _ensure_redis_connection(self) -> bool:
+        """
+        Ensure Redis connection is established using MailReaderService
+        
+        Returns:
+            True if connection is established, False otherwise
+        """
+        if not self.redis_connected:
+            try:
+                self.redis_connected = self.redis_handler.ensure_connection()
+                if not self.redis_connected:
+                    raise RedisHandler.REDIS_EXCEPTIONS[0]("Failed to establish Redis connection")
+            except Exception as e:
+                self.redis_connected = False
+                raise
+        return self.redis_connected
+
+    def fetch_and_set_mails(self):
+        """
+        Fetch and process emails with improved error handling
+        
+        Raises:
+            Exception: If fetching or processing emails fails
+        """
+        try:
+            # Reset counters
+            self.count = 0
+            self.counter = 0
+            
+            # Ensure Redis connection before proceeding
+            self._ensure_redis_connection()
+            
+            # Refresh email data
+            try:
+                self.mails, self.mail_count, self.count = self.email_service.refresh()
+            except Exception as e:
+                logger.error(f"Failed to refresh emails: {str(e)}")
+                raise
+
+            # Process each email
+            for mail in self.mails:
+                if not getattr(mail, 'id', None):
+                    logger.warning("Skipping email with no ID")
+                    continue
+                mail_id = mail.id.decode('utf-8')
+
+                # check mail has .pdf extension
+                mail_dict = mail.to_dict()
+                try:
+                    if mail.attachments:
+                        if any([attachment['filename'].lower().endswith('.pdf') for attachment in mail_dict['attachments']]):
+                            self.email_service.mark_no_attachment(mail_id)
+                        else:
+                            self._process_mail_with_attachments(mail, mail_id)
+                    else:
+                        self.email_service.mark_no_attachment(mail_id)
+                except Exception as e:
+                    logger.error(f"Error processing email {mail_id}: {str(e)}")
+                    continue
+
+            try:
+                self.email_service.commit()
+            except Exception as e:
+                logger.error(f"Failed to commit email changes: {str(e)}")
+            timestamp = f"TIMESTAMP: {datetime.now().strftime('%Y-%m-%d %H:%M:%S')}"
+            logger.info(f"Fetched and processed emails. Read/Total: {self.counter}/{self.count}. {self.count - self.counter} already saved. Mail count: {self.mail_count}")
+            print(f"{timestamp} Mail Reader Service | Fetching and setting mails. Read / Total Mails: {self.counter}/{self.count}. {self.count - self.counter} already saved in redis. Mail Server mail count: {self.mail_count}")
+            
+        except MailReaderService.REDIS_EXCEPTIONS as e:
+            logger.error(f"Redis error in fetch_and_set_mails: {str(e)}")
+            self.redis_connected = False
+            raise
+        except Exception as e:
+            logger.error(f"Unexpected error in fetch_and_set_mails: {str(e)}")
+            raise
+
+    def _process_mail_with_attachments(self, mail: Mails, mail_id: str):
+        """
+        Process an email with attachments using MailReaderService
+        
+        Args:
+            mail: Mail object
+            mail_id: Mail ID
+            
+        Raises:
+            Exception: If processing mail fails
+        """
+        try:
+            mail_to_dict = mail.to_dict()
+            task_uuid, self.counter = self.redis_handler.process_mail(
+                mail_id=mail_id, mail_data=mail_to_dict, service_prefix=self.email_service.config.SERVICE_PREFIX, counter=self.counter
+            )
+            if task_uuid:
+                self.redis_handler.change_service(
+                    task_uuid=task_uuid, service_name=ConfigServices.SERVICE_PREFIX_MAIL_READER, status=Status.COMPLETED, completed=True
+                )
+            else:
+                if self.redis_handler.check_mail_is_ready_to_delete(mail_id):
+                    self.email_service.mark_completed(mail_id)
+                    self.redis_handler.pop_mail(mail_id)
+
+        except MailReaderService.REDIS_EXCEPTIONS as e:
+            logger.error(f"Redis error while processing mail {mail_id}: {str(e)}")
+            self.redis_connected = False
+            raise
+        except Exception as e:
+            logger.error(f"Email Service Runner Error processing mail {mail_id}: {str(e)}")
+            raise
+
+    def drop(self):
+        """Clean up resources"""
+        try:
+            self.email_service.commit()
+        except Exception as e:
+            logger.warning(f"Error during commit on drop: {str(e)}")
+            
+        try:
+            self.email_service.logout()
+        except Exception as e:
+            logger.warning(f"Error during logout on drop: {str(e)}")

ServicesRunner/Depends/prisma_client.py

@@ -0,0 +1,294 @@
+import asyncio
+import time
+import logging
+import uvloop
+import threading
+
+from datetime import datetime
+from typing import Optional, AsyncGenerator, Protocol, Any
+from contextlib import asynccontextmanager
+from prisma import Prisma
+
+
+logger = logging.getLogger("prisma-service")
+
+
+logging.basicConfig(level=logging.INFO, format="%(asctime)s %(levelname)s %(message)s")
+logging.getLogger("httpx").setLevel(logging.WARNING)
+logging.getLogger("httpcore").setLevel(logging.WARNING)
+
+
+class BaseModelClient(Protocol):
+
+    async def find_many(self, **kwargs) -> list[Any]: ...
+    async def find_first(self, **kwargs) -> Any: ...
+    async def find_first_or_raise(self, **kwargs) -> Any: ...
+    async def find_unique(self, **kwargs) -> Any: ...
+    async def find_unique_or_raise(self, **kwargs) -> Any: ...
+    async def create(self, **kwargs) -> Any: ...
+    async def update(self, **kwargs) -> Any: ...
+    async def delete(self, **kwargs) -> Any: ...
+    async def delete_many(self, **kwargs) -> Any: ...
+
+
+class PrismaService:
+
+    def __init__(self) -> None:
+        self._loop: Optional[asyncio.AbstractEventLoop] = None
+        self._thread: Optional[threading.Thread] = None
+        self._client: Optional[Prisma] = None
+        self._start_loop_thread()
+
+    def _loop_runner(self) -> None:
+        asyncio.set_event_loop_policy(uvloop.EventLoopPolicy())
+        self._loop = asyncio.new_event_loop()
+        asyncio.set_event_loop(self._loop)
+        try:
+            self._loop.run_forever()
+        finally:
+            self._loop.close()
+
+    def _submit(self, coro):
+        if self._loop is None or not self._loop.is_running():
+            raise RuntimeError("PrismaService event loop is not running.")
+        fut = asyncio.run_coroutine_threadsafe(coro, self._loop)
+        return fut.result()
+
+    async def _aconnect(self) -> Prisma:
+        if self._client is not None:
+            return self._client
+        logger.info("Connecting Prisma client...")
+        client = Prisma()
+        await client.connect()
+        self._client = client
+        logger.info("Prisma client connected.")
+        return self._client
+
+    async def _adisconnect(self) -> None:
+        if self._client is not None:
+            logger.info("Disconnecting Prisma client...")
+            try:
+                await self._client.disconnect()
+            finally:
+                self._client = None
+                logger.info("Prisma client disconnected.")
+
+    @asynccontextmanager
+    async def _asession(self) -> AsyncGenerator[Prisma, None]:
+        yield await self._aconnect()
+
+    def _start_loop_thread(self) -> None:
+        t = threading.Thread(target=self._loop_runner, name="PrismaLoop", daemon=True)
+        t.start()
+        self._thread = t
+        while self._loop is None:
+            time.sleep(0.005)
+
+    async def _lock(self):
+        lock = asyncio.Lock()
+        async with lock:
+            return
+
+    async def _connect(self) -> Prisma:
+        if self._client is not None:
+            return self._client
+        async with self._lock:
+            if self._client is None:
+                logger.info("Connecting Prisma client...")
+                client = Prisma()
+                await client.connect()
+                self._client = client
+                logger.info("Prisma client connected.")
+        return self._client
+
+    async def _disconnect(self) -> None:
+        async with self._lock:
+            if self._client is not None:
+                try:
+                    logger.info("Disconnecting Prisma client...")
+                    await self._client.disconnect()
+                    logger.info("Prisma client disconnected.")
+                finally:
+                    self._client = None
+
+    @asynccontextmanager
+    async def _session(self) -> AsyncGenerator[Prisma, None]:
+        client = await self._connect()
+        try:
+            yield client
+        except Exception:
+            logger.exception("Database operation error")
+            raise
+
+    def _run(self, coro):
+        try:
+            asyncio.get_running_loop()
+            raise RuntimeError("Async run is not allowed. Use sync methods instead.")
+        except RuntimeError as e:
+            asyncio.set_event_loop_policy(uvloop.EventLoopPolicy())
+            with asyncio.Runner() as runner:
+                return runner.run(coro)
+
+    async def _a_find_many(self, table: str, query: Optional[dict] = None, take: int = None, skip: int = None, 
+        order: Optional[list[dict]] = None, select: Optional[dict] = None, include: Optional[dict] = None
+    ) -> list[dict]:
+        start = time.time()
+        async with self._asession() as db:
+            table_selected: BaseModelClient = getattr(db, table, None)
+            if not table_selected:
+                raise ValueError(f"Table {table} not found")
+            rows = await table_selected.find_many(where=query, take=take, skip=skip, order=order or [], include=include)
+        # print(f"[{datetime.now()}] Find many query completed in {time.time() - start:.2f}s")
+        return rows
+
+    async def _a_find_first(self, table: str, query: Optional[dict] = None, order : Optional[list[dict]] = None, include: Optional[dict] = None) -> Any:
+        start = time.time()
+        async with self._asession() as db:
+            table_selected: BaseModelClient = getattr(db, table, None)
+            if not table_selected:
+                raise ValueError(f"Table {table} not found")
+            result = await table_selected.find_first(where=query, order=order or [], include=include)
+        # print(f"[{datetime.now()}] Find first query completed in {time.time() - start:.2f}s")
+        return result
+
+    async def _a_find_first_or_throw(self, table: str, query: Optional[dict] = None, order : Optional[list[dict]] = None, 
+        include: Optional[dict] = None
+    ) -> Any:
+        start = time.time()
+        async with self._asession() as db:
+            table_selected: BaseModelClient = getattr(db, table, None)
+            if not table_selected:
+                raise ValueError(f"Table {table} not found")
+            result = await table_selected.find_first_or_raise(where=query, order=order or [], include=include)
+        # print(f"[{datetime.now()}] Find first or throw query completed in {time.time() - start:.2f}s")
+        return result
+
+    async def _a_create(self, table: str, data: dict, include: Optional[dict] = None) -> Any:
+        start = time.time()
+        async with self._asession() as db:
+            table_selected: BaseModelClient = getattr(db, table, None)
+            if not table_selected:
+                raise ValueError(f"Table {table} not found")
+            result = await table_selected.create(data=data, include=include)
+        # print(f"[{datetime.now()}] Create operation completed in {time.time() - start:.2f}s")
+        return result
+
+    async def _a_update(self, table: str, where: dict, data: dict, include: Optional[dict] = None) -> Any:
+        start = time.time()
+        async with self._asession() as db:
+            table_selected: BaseModelClient = getattr(db, table, None)
+            if not table_selected:
+                raise ValueError(f"Table {table} not found")
+            result = await table_selected.update(where=where, data=data, include=include)
+        # print(f"[{datetime.now()}] Update operation completed in {time.time() - start:.2f}s")
+        return result
+
+    async def _a_delete(self, table: str, where: dict, include: Optional[dict] = None) -> Any:
+        start = time.time()
+        async with self._asession() as db:
+            table_selected: BaseModelClient = getattr(db, table, None)
+            if not table_selected:
+                raise ValueError(f"Table {table} not found")
+            result = await table_selected.delete(where=where, include=include)
+        # print(f"[{datetime.now()}] Delete operation completed in {time.time() - start:.2f}s")
+        return result
+
+    async def _a_delete_many(self, table: str, where: dict, include: Optional[dict] = None):
+        start = time.time()
+        async with self._asession() as db:
+            table_selected: BaseModelClient = getattr(db, table, None)
+            if not table_selected:
+                raise ValueError(f"Table {table} not found")
+            result = await table_selected.delete_many(where=where, include=include)
+        # print(f"[{datetime.now()}] Delete many operation completed in {time.time() - start:.2f}s")
+        return result
+
+    async def _a_find_unique(self, table: str, query: dict, include: Optional[dict] = None) -> Any:
+        start = time.time()
+        async with self._asession() as db:
+            table_selected: BaseModelClient = getattr(db, table, None)
+            if not table_selected:
+                raise ValueError(f"Table {table} not found")
+            result = await table_selected.find_unique(where=query, include=include)
+        # print(f"[{datetime.now()}] Find unique query completed in {time.time() - start:.2f}s")
+        return result
+
+    async def _a_find_unique_or_throw(self, table: str, query: dict, include: Optional[dict] = None) -> Any:
+        start = time.time()
+        async with self._asession() as db:
+            table_selected: BaseModelClient = getattr(db, table, None)
+            if not table_selected:
+                raise ValueError(f"Table {table} not found")
+            result = await table_selected.find_unique_or_raise(where=query, include=include)
+        # print(f"[{datetime.now()}] Find unique or throw query completed in {time.time() - start:.2f}s")
+        return result
+
+    def find_unique_or_throw(self, table: str, query: dict, select: Optional[dict] = None, include: Optional[dict] = None):
+        result = self._submit(self._a_find_unique_or_throw(table=table, query=query, include=include))
+        if select:
+            result = {k: v for k, v in result if k in select}
+        return result
+
+    def find_unique(self, table: str, query: dict, select: Optional[dict] = None, include: Optional[dict] = None):
+        result = self._submit(self._a_find_unique(table=table, query=query, include=include))
+        if select and result:
+            result = {k: v for k, v in result if k in select}
+        return result
+
+    def find_many(
+        self, table: str, query: Optional[dict] = None, take: int = None, skip: int = None, 
+        order: Optional[list[dict]] = None, select: Optional[dict] = None, include: Optional[dict] = None
+    ):
+        result = self._submit(self._a_find_many(table=table, query=query, take=take, skip=skip, order=order, include=include))
+        if select and result:
+            result = [{k: v for k, v in item.items() if k in select} for item in result]
+        return result
+
+    def create(self, table: str, data: dict, select: Optional[dict] = None, include: Optional[dict] = None):
+        result = self._submit(self._a_create(table=table, data=data, include=include))
+        if select and result:
+            result = {k: v for k, v in result if k in select}
+        return result
+
+    def find_first_or_throw(self, table: str, query: Optional[dict] = None, 
+        order: Optional[list[dict]] = None, select: Optional[dict] = None, include: Optional[dict] = None
+    ):
+        result = self._submit(self._a_find_first_or_throw(table=table, query=query, order=order, include=include))
+        if select and result:
+            result = {k: v for k, v in result if k in select}
+        return result
+
+    def find_first(self, table: str, query: Optional[dict] = None,  select: Optional[dict] = None, order: Optional[list[dict]] = None, include: Optional[dict] = None):
+        result = self._submit(self._a_find_first(table=table, query=query, order=order, include=include))
+        if select and result:
+            result = {k: v for k, v in result if k in select}
+        return result
+
+    def update(self, table: str, where: dict, data: dict, select: Optional[dict] = None, include: Optional[dict] = None):
+        result = self._submit(self._a_update(table=table, where=where, data=data, include=include))
+        if select and result:
+            result = {k: v for k, v in result if k in select}
+        return result
+
+    def delete(self, table: str, where: dict, select: Optional[dict] = None, include: Optional[dict] = None):
+        result = self._submit(self._a_delete(table=table, where=where, select=select, include=include))
+        if select and result:
+            result = {k: v for k, v in result if k in select}
+        return result
+
+    def delete_many(self, table: str, where: dict, select: Optional[dict] = None, include: Optional[dict] = None):
+        result = self._submit(self._a_delete_many(table=table, where=where, select=select, include=include))
+        if select and result:
+            result = [{k: v for k, v in item if k in select} for item in result]
+        return result
+
+    def disconnect(self) -> None:
+        try:
+            self._submit(self._adisconnect())
+        finally:
+            if self._loop and self._loop.is_running():
+                self._loop.call_soon_threadsafe(self._loop.stop)
+            if self._thread and self._thread.is_alive():
+                self._thread.join(timeout=2.0)
+            self._loop = None
+            self._thread = None

ServicesRunner/Depends/redis_handlers.py

@@ -0,0 +1,177 @@
+import logging
+
+from json import loads, dumps
+from contextlib import contextmanager
+from time import sleep
+from redis import Redis, RedisError, ConnectionError as RedisConnectionError
+
+from Depends.config import ConfigServices, RedisConfig
+
+# Configure logging
+logger = logging.getLogger('Redis_Handler')
+
+
+@contextmanager
+def safe_redis_operation(redis_client: Redis, operation_name: str = "Redis operation"):
+    """
+    Context manager for safely executing Redis operations with error handling
+    """
+    try:
+        yield redis_client
+    except RedisConnectionError as e:
+        logger.error(f"{operation_name} failed due to Redis connection error: {str(e)}")
+        raise
+    except RedisError as e:
+        logger.error(f"{operation_name} failed due to Redis error: {str(e)}")
+        raise
+    except Exception as e:
+        logger.error(f"{operation_name} failed with unexpected error: {str(e)}")
+        raise
+
+
+class RedisHandler:
+    """Singleton Redis handler class for centralized Redis operations"""
+    
+    # Singleton instance
+    _instance = None
+    
+    # Redis exceptions constant for unified error handling
+    REDIS_EXCEPTIONS = (RedisConnectionError, RedisError)
+    
+    def __new__(cls):
+        if cls._instance is None:
+            cls._instance = super(RedisHandler, cls).__new__(cls)
+            cls._instance._initialized = False
+        return cls._instance
+    
+    def __init__(self):
+        # Initialize only once
+        if self._initialized:
+            return
+            
+        # Initialize Redis client with retry logic
+        self.redis_client = self._create_redis_client()
+        self.redis_connected = self._check_redis_connection()
+        self._initialized = True
+        
+    def _create_redis_client(self):
+        """Create a Redis client with connection retry"""
+        max_retries = 5
+        retry_delay = 5
+        
+        for attempt in range(max_retries):
+            try:
+                client = Redis(**RedisConfig.as_dict())
+                client.ping()  # Test the connection
+                logger.info("Redis connection established successfully")
+                return client
+            except (RedisConnectionError, RedisError) as e:
+                if attempt < max_retries - 1:
+                    logger.warning(f"Redis connection attempt {attempt + 1} failed: {str(e)}. Retrying in {retry_delay} seconds...")
+                    sleep(retry_delay)
+                    retry_delay *= 2  # Exponential backoff
+                else:
+                    logger.error(f"Failed to connect to Redis after {max_retries} attempts: {str(e)}")
+                    # Continue with a new Redis client instance even if ping fails
+                    # This allows the service to start and retry connections later
+                    return Redis(**RedisConfig.as_dict())
+        
+    def _check_redis_connection(self) -> bool:
+        """Check if Redis connection is alive"""
+        try:
+            self.ping()
+            return True
+        except Exception as e:
+            return False
+            
+    def ping(self):
+        """Ping Redis server to check connection"""
+        return self.redis_client.ping()
+        
+    def sadd(self, key: str, value):
+        """Add a value to a Redis set"""
+        return self.redis_client.sadd(key, value)
+
+    def ismember(self, key: str, value):
+        """Check if a value is a member of a Redis set"""
+        return self.redis_client.sismember(key, value)
+        
+    def get(self, key: str):
+        """Get a value from Redis by key"""
+        return self.redis_client.get(key)
+        
+    def set(self, key: str, value):
+        """Set a key-value pair in Redis"""
+        return self.redis_client.set(key, value)
+    
+    def delete_value(self, key: str, value):
+        """Delete a value from a Redis value by finding key"""
+        get_redis = self.get(key)
+        if get_redis:
+            get_redis: dict = loads(get_redis)
+            get_redis.pop(value)
+            self.set(key, dumps(get_redis))
+
+    def rpush(self, key: str, value):
+        """Append a value to a Redis list"""
+        return self.redis_client.rpush(key, value)
+        
+    def lindex(self, key: str, index: int):
+        """Get an element from a Redis list by its index"""
+        return self.redis_client.lindex(key, index)
+        
+    def spop(self, key: str, count=1):
+        """Remove and return random members from a Redis set"""
+        return self.redis_client.spop(key, count)
+        
+    def srem(self, key: str, value):
+        """Remove a specific member from a Redis set"""
+        return self.redis_client.srem(key, value)
+    
+    def get_all_tasks(self):
+        """Get all keys matching the task prefix pattern"""
+        return self.redis_client.lrange(ConfigServices.MAIN_TASK_PREFIX, 0, -1)
+
+    def ensure_connection(self) -> bool:
+        """Check if Redis connection is alive and reconnect if needed"""
+        if not self.redis_connected:
+            try:
+                self.redis_client = self._create_redis_client()
+                self.redis_connected = self._check_redis_connection()
+                if self.redis_connected:
+                    logger.info("Redis connection re-established successfully")
+                return self.redis_connected
+            except Exception as e:
+                logger.error(f"Failed to re-establish Redis connection: {str(e)}")
+                return False
+        return True
+        
+    @classmethod
+    def handle_reconnection(cls, consecutive_errors=0, max_consecutive_errors=5):
+        """
+        Handle Redis reconnection with exponential backoff based on consecutive errors
+        
+        Args:
+            consecutive_errors: Number of consecutive errors encountered
+            max_consecutive_errors: Threshold for extended sleep time
+            
+        Returns:
+            tuple: (RedisHandler instance, bool indicating if extended sleep is needed)
+        """
+        try:
+            # Get a fresh instance (will reconnect internally)
+            instance = cls()
+            instance.redis_connected = instance._check_redis_connection()
+            logger.info("Recreated Redis handler using singleton pattern")
+            
+            # Determine if extended sleep is needed
+            need_extended_sleep = consecutive_errors >= max_consecutive_errors
+            if need_extended_sleep:
+                logger.warning(f"Hit {max_consecutive_errors} consecutive Redis errors, taking longer pause")
+            
+            return instance, need_extended_sleep
+            
+        except Exception as redis_retry_error:
+            logger.error(f"Failed to recreate Redis handler: {str(redis_retry_error)}")
+            return None, consecutive_errors >= max_consecutive_errors
+

ServicesRunner/Depends/schema.txt

@@ -0,0 +1,12 @@
+generator client {
+  provider                    = "prisma-client-py"
+  // binaryTargets               = ["native", "linux-musl-openssl-3.0.x"]
+  enable_experimental_decimal = true
+  recursive_type_depth        = -1
+  interface                   = "asyncio"
+}
+
+datasource db {
+  provider = "postgresql"
+  url      = "postgresql://postgres:password@10.10.2.14:5432/postgres?schema=public"
+}

ServicesRunner/Depends/service_retriever_example.py

@@ -0,0 +1,195 @@
+#!/usr/bin/env python3
+# -*- coding: utf-8 -*-
+
+"""
+ServiceTaskRetriever Usage Example
+
+This script demonstrates how to use the ServiceTaskRetriever class
+and the updated MainRedisHandler for direct Redis task retrieval and updates.
+"""
+
+import uuid
+import logging
+from json import dumps
+
+from config import Status, RedisData
+from redis_handlers import ServiceTaskRetriever, MainRedisHandler
+
+# Configure logging
+logging.basicConfig(
+    level=logging.INFO,
+    format='%(asctime)s - %(name)s - %(levelname)s - %(message)s'
+)
+logger = logging.getLogger(__name__)
+
+def direct_retriever_example():
+    """Example using ServiceTaskRetriever directly"""
+    logger.info("=== ServiceTaskRetriever Direct Usage Example ===")
+    
+    # Create a retriever instance
+    retriever = ServiceTaskRetriever()
+    
+    # Generate a test UUID
+    test_uuid = str(uuid.uuid4())
+    logger.info(f"Generated test UUID: {test_uuid}")
+    
+    # Example mail data
+    mail_data = {
+        "id": "test-mail-123",
+        "subject": "Test Mail Subject",
+        "body": "This is a test mail body",
+        "from": "test@example.com",
+        "to": "recipient@example.com",
+        "date": "2025-08-09T14:08:05+03:00"
+    }
+    
+    try:
+        # Store a new task with UUID
+        logger.info("Storing new task with UUID...")
+        success = retriever.store_task_with_uuid(
+            test_uuid, 
+            "MailReader", 
+            mail_data
+        )
+        logger.info(f"Task stored successfully: {success}")
+        
+        # Retrieve the task by UUID
+        logger.info("Retrieving task by UUID...")
+        task = retriever.get_task_by_uuid(test_uuid)
+        logger.info(f"Retrieved task: service={task.service}, status={task.status}")
+        
+        # Get service-specific data
+        logger.info("Retrieving service data by UUID...")
+        mail_reader_data = retriever.get_service_data_by_uuid(test_uuid, "MailReader")
+        logger.info(f"Mail subject: {mail_reader_data.get('subject')}")
+        
+        # Update task status
+        logger.info("Updating task status...")
+        retriever.update_task_status(
+            test_uuid, 
+            is_completed=True, 
+            status=Status.COMPLETED
+        )
+        
+        # Verify status update
+        updated_task = retriever.get_task_by_uuid(test_uuid)
+        logger.info(f"Updated task status: {updated_task.status}, completed: {updated_task.is_completed}")
+        
+        # Update service data
+        logger.info("Updating service data...")
+        new_mail_data = mail_data.copy()
+        new_mail_data["subject"] = "Updated Subject"
+        retriever.update_service_data(test_uuid, "MailReader", new_mail_data)
+        
+        # Verify service data update
+        updated_mail_data = retriever.get_service_data_by_uuid(test_uuid, "MailReader")
+        logger.info(f"Updated mail subject: {updated_mail_data.get('subject')}")
+        
+    except FileNotFoundError as e:
+        logger.error(f"Not found error: {e}")
+    except ValueError as e:
+        logger.error(f"Value error: {e}")
+
+def main_handler_example():
+    """Example using MainRedisHandler"""
+    logger.info("\n=== MainRedisHandler Usage Example ===")
+    
+    # Create a handler instance
+    handler = MainRedisHandler()
+    
+    # Generate a test UUID
+    test_uuid = str(uuid.uuid4())
+    logger.info(f"Generated test UUID: {test_uuid}")
+    
+    # Example mail data
+    mail_data = {
+        "id": "test-mail-456",
+        "subject": "Test Mail via MainRedisHandler",
+        "body": "This is a test mail body via MainRedisHandler",
+        "from": "test@example.com",
+        "to": "recipient@example.com",
+        "date": "2025-08-09T14:08:05+03:00"
+    }
+    
+    try:
+        # Store a new task with UUID
+        logger.info("Storing new task with UUID via MainRedisHandler...")
+        success = handler.store_task_with_uuid(
+            test_uuid, 
+            "MailReader", 
+            mail_data
+        )
+        logger.info(f"Task stored successfully: {success}")
+        
+        # Retrieve the task by UUID
+        logger.info("Retrieving task by UUID...")
+        task = handler.get_task_by_uuid(test_uuid)
+        logger.info(f"Retrieved task: service={task.service}, status={task.status}")
+        
+        # Get service-specific data
+        logger.info("Retrieving service data by UUID...")
+        mail_reader_data = handler.get_service_data_by_uuid(test_uuid, "MailReader")
+        logger.info(f"Mail subject: {mail_reader_data.get('subject')}")
+        
+        # Update task status
+        logger.info("Updating task status...")
+        handler.update_task_status(
+            test_uuid, 
+            is_completed=True, 
+            status=Status.COMPLETED
+        )
+        
+        # Verify status update
+        updated_task = handler.get_task_by_uuid(test_uuid)
+        logger.info(f"Updated task status: {updated_task.status}, completed: {updated_task.is_completed}")
+        
+        # Update service data
+        logger.info("Updating service data...")
+        new_mail_data = mail_data.copy()
+        new_mail_data["subject"] = "Updated Subject via MainRedisHandler"
+        handler.update_service_data(test_uuid, "MailReader", new_mail_data)
+        
+        # Verify service data update
+        updated_mail_data = handler.get_service_data_by_uuid(test_uuid, "MailReader")
+        logger.info(f"Updated mail subject: {updated_mail_data.get('subject')}")
+        
+    except FileNotFoundError as e:
+        logger.error(f"Not found error: {e}")
+    except ValueError as e:
+        logger.error(f"Value error: {e}")
+
+def error_handling_example():
+    """Example demonstrating error handling"""
+    logger.info("\n=== Error Handling Example ===")
+    
+    retriever = ServiceTaskRetriever()
+    
+    # Try to retrieve non-existent task
+    try:
+        logger.info("Attempting to retrieve non-existent task...")
+        task = retriever.get_task_by_uuid("non-existent-uuid")
+    except FileNotFoundError as e:
+        logger.info(f"Expected error caught: {e}")
+    
+    # Try to update non-existent task
+    try:
+        logger.info("Attempting to update non-existent task...")
+        retriever.update_task_status("non-existent-uuid", True, Status.COMPLETED)
+    except FileNotFoundError as e:
+        logger.info(f"Expected error caught: {e}")
+    
+    # Try to update with invalid service name
+    test_uuid = str(uuid.uuid4())
+    mail_data = {"subject": "Test"}
+    retriever.store_task_with_uuid(test_uuid, "MailReader", mail_data)
+    
+    try:
+        logger.info("Attempting to update with invalid service name...")
+        retriever.update_service_data(test_uuid, "NonExistentService", {"data": "test"})
+    except ValueError as e:
+        logger.info(f"Expected error caught: {e}")
+
+if __name__ == "__main__":
+    direct_retriever_example()
+    main_handler_example()
+    error_handling_example()

ServicesRunner/Depends/template_accounts.html

@@ -0,0 +1,54 @@
+<!DOCTYPE html>
+<html lang="en">
+<head>
+    <meta charset="UTF-8">
+    <meta name="viewport" content="width=device-width, initial-scale=1.0">
+    <title>Gelen Banka Kayıtları</title>
+    <style>
+        body {
+            font-family: Arial, sans-serif;
+            margin: 20px;
+        }
+        table {
+            width: 100%;
+            border-collapse: collapse;
+        }
+        table, th, td {
+            border: 1px solid black;
+        }
+        th, td {
+            padding: 10px;
+            text-align: left;
+        }
+        th {
+            background-color: #f2f2f2;
+        }
+    </style>
+</head>
+<body>
+    <h1>Günaydın, Admin</h1>
+    <br>
+    <p>Banka Kayıtları : {{today}} </p>
+    <p><b>Son Bakiye : {{bank_balance}} </b></p>
+    <p><b>{{"Status : İkinci Bakiye Hatalı" if balance_error else "Status :OK"}}</b></p>
+    <table border="1">
+        <thead>
+            <tr>
+                {% for header in headers %}
+                    <th>{{ header }}</th>
+                {% endfor %}
+            </tr>
+        </thead>
+        <tbody>
+            {% for row in rows %}
+                <tr>
+                    {% for cell in row %}
+                        <td>{{ cell }}</td>
+                    {% endfor %}
+                </tr>
+            {% endfor %}
+        </tbody>
+    </table>
+    <p>Teşekkür ederiz,<br>Evyos Yönetim<br>Saygılarımızla</p>
+</body>
+</html>

ServicesRunner/Dockerfile

@@ -0,0 +1,27 @@
+FROM python:3.9-slim
+
+WORKDIR /app
+
+# Install system dependencies
+RUN apt-get update && apt-get install -y build-essential libpq-dev && rm -rf /var/lib/apt/lists/*
+
+# Copy requirements first for better caching
+COPY ServicesRunnner/requirements.txt .
+
+# Install Python dependencies
+RUN pip install --no-cache-dir -r requirements.txt
+
+# Copy Prisma schema and generate client
+COPY ServicesRunnner/schema.prisma .
+COPY ServicesRunnner/Depends .
+
+RUN prisma generate
+
+# Copy the rest of the application
+COPY ServicesRunnner/ .
+
+# Set environment variables
+ENV PYTHONPATH=/app
+
+# Command to run when container starts
+CMD ["python", "-m", "template.py"]

ServicesRunner/requirements.txt

@@ -0,0 +1,6 @@
+prisma==0.9.1
+asyncio==3.4.3
+uvloop>=0.19
+redis>=6.4.0
+unidecode>=1.3.8
+arrow>=1.3.0

ServicesRunnner/AccountRecordServices/Reader/Banks/IsBank/app.py

@@ -1,240 +0,0 @@
-import os
-
-from redis import Redis
-from json import dumps, loads
-from datetime import datetime
-from typing import List, Dict, Any, Union
-from email import policy
-from email.message import EmailMessage
-from email.headerregistry import UniqueDateHeader, UniqueAddressHeader, UniqueUnstructuredHeader
-from email.parser import BytesParser
-from imaplib import IMAP4_SSL
-from config import EmailConfig, Config
-
-
-email_config = EmailConfig()
-config = Config()
-redis_client = Redis(
-    host='10.10.2.15',
-    password='your_strong_password_here',
-    port=6379,
-    db=0
-)
-
-class Mails:
-
-    def __init__(self, mail_id: bytes, mail_data: bytes):
-        self.id: bytes = mail_id
-        self.raw_data: bytes = mail_data
-        self.attachments: List[Dict[str, Union[str, bytes]]] = []
-        self.message: EmailMessage = BytesParser(policy=policy.default).parsebytes(mail_data)
-        self.subject: UniqueUnstructuredHeader = self.message.get('Subject', '') or ''
-        self.from_: UniqueAddressHeader   = self.message.get('From', '') or ''
-        self.to: UniqueAddressHeader      = self.message.get('To', '') or ''
-        self.date: UniqueDateHeader = self.message.get('Date', '') or ''
-        self.body_text: str = self._get_body_text()
-        self._extract_attachments()
-
-
-    def to_dict(self) -> Dict[str, Any]:
-        return {
-            'id': self.id.decode('utf-8'),
-            # 'raw_data': self.raw_data.decode('utf-8'),
-            'attachments': [{
-                'filename': attachment['filename'],
-                'content_type': attachment['content_type'],
-                'charset': attachment['charset'],
-                'data': attachment['data'].decode(attachment['charset'], errors='replace')
-            } for attachment in self.attachments],
-            # 'message': self.message.as_string(),
-            'subject': str(self.subject),
-            'from_': {
-                "display_name": self.from_.addresses[0].display_name,
-                "username": self.from_.addresses[0].username,
-                "domain": self.from_.addresses[0].domain,
-                "mail": f"{self.from_.addresses[0].username}@{self.from_.addresses[0].domain}"
-            },
-            'to': [
-                {
-                "display_name": address.display_name,
-                "username": address.username,
-                "domain": address.domain,
-                "mail": f"{address.username}@{address.domain}"
-                } for address in self.to.addresses
-            ],
-            'date': str(self.date.datetime),
-            'body_text': str(self.body_text)
-        }
-
-    def _get_body_text(self) -> str:
-        body = self.message.get_body(preferencelist=('plain',))
-        if body is not None:
-            return body.get_content() or ''
-        if self.message.is_multipart():
-            for part in self.message.walk():
-                if part.get_content_type() == 'text/plain' and (part.get_content_disposition() or '') != 'attachment':
-                    try:
-                        return part.get_content() or ''
-                    except Exception:
-                        payload = part.get_payload(decode=True) or b''
-                        return payload.decode(part.get_content_charset() or 'utf-8', errors='replace')
-        else:
-            if self.message.get_content_type() == 'text/plain':
-                try:
-                    return self.message.get_content() or ''
-                except Exception:
-                    payload = self.message.get_payload(decode=True) or b''
-                    return payload.decode(self.message.get_content_charset() or 'utf-8', errors='replace')
-        return ''
-
-    def _extract_attachments(self) -> None:
-        for part in self.message.walk():
-            if part.get_content_disposition() == 'attachment':
-                filename = part.get_filename()
-                if not filename:
-                    continue
-                data = part.get_payload(decode=True) or b''
-                charset = part.get_charset() or 'utf-8'
-                self.attachments.append(
-                    {'filename': filename, 'content_type': part.get_content_type(), 'data': data, 'charset': charset}
-                )
-
-    def save_attachments(self, folder: str) -> None:
-        os.makedirs(folder, exist_ok=True)
-        for att in self.attachments:
-            with open(os.path.join(folder, att['filename']), 'wb') as f:
-                f.write(att['data'])
-
-
-class EmailReaderIsbankService:
-
-    NO_ATTACHMENT_FOLDER = "NoAttachment"
-    COMPLETED_FOLDER = "Completed"
-
-    def __init__(self, email_config: EmailConfig, config: Config):
-        self.email_config = email_config
-        self.config = config
-        self.mail = IMAP4_SSL(email_config.EMAIL_HOST, email_config.EMAIL_PORT)
-        self.mail.login(email_config.EMAIL_USERNAME, email_config.EMAIL_PASSWORD)
-        self.data: List[Mails] = []
-        self.inc: int = 100
-        self.start: int = 0
-        self.end: int = self.inc
-
-        self._connect_inbox()
-        self.mail_count = self._fetch_count()
-        self._fetch_all()
-
-
-    def _connect_inbox(self):
-        """INBOX'a bağlanır"""
-        status, _ = self.mail.select("INBOX")
-        if status != 'OK':
-            raise Exception("INBOX'a bağlanılamadı")
-
-    def _fetch_count(self):
-        status, uids = self.mail.uid('SORT', '(REVERSE DATE)', 'UTF-8', 'ALL', 'FROM', f'"{self.config.MAILBOX}"')
-        if status != 'OK':
-            raise Exception("Mail sayısı alınamadı")
-        return len(uids[0].split())
-
-    def _fetch_all(self):
-        """Tüm mailleri çeker ve self.data'ya Mails objesi olarak ekler"""
-        status, uids = self.mail.uid('SORT', '(REVERSE DATE)', 'UTF-8', 'ALL', 'FROM', f'"{self.config.MAILBOX}"')
-        if status != 'OK':
-            raise Exception("Mail arama başarısız")
-        for uid in uids[0].split():
-            status, msg_data = self.mail.uid('fetch', uid, '(RFC822)')
-            if status == 'OK' and msg_data[0] is not None:
-                self.data.append(Mails(uid, msg_data[0][1]))
-
-    def mark_no_attachment(self, uid: bytes):
-        """Mesajı arşive taşır"""
-        self.mail.uid('COPY', uid, self.NO_ATTACHMENT_FOLDER)
-        self.delete(uid)
-
-    def mark_completed(self, uid: bytes):
-        """Mesajı arşive taşır"""
-        self.mail.uid('COPY', uid, self.COMPLETED_FOLDER)
-        # self.delete(uid)
-
-    def delete(self, uid: bytes):
-        """Mesajı siler"""
-        self.mail.uid('STORE', uid, '+FLAGS', r'(\Deleted)')
-
-    def commit(self):
-        """Bekleyen silme/taşıma işlemlerini uygular"""
-        self.mail.expunge()
-
-    def logout(self):
-        self.mail.logout()
-
-    @property
-    def count(self):
-        return len(self.data)
-
-service = EmailReaderIsbankService(email_config, config)
-mails = service.data
-count = 0
-redis_prefix = "Bank:Services:Task"
-
-my_service = "mail"
-for mail in mails:
-    if not getattr(mail, 'id', None):
-        continue
-    mail_id = mail.id.decode('utf-8')
-    if mail.attachments:
-        not_seen = redis_client.sadd(f'{redis_prefix}:Seen', mail_id)
-        index_of_set_data_get = redis_client.get(f'{redis_prefix}:Index')
-        if not_seen:
-            mail_to_dict = mail.to_dict()
-            mail_without_attachments = mail_to_dict.copy()
-            mail_without_attachments.pop('attachments', None)
-            write_object = {
-                'id': mail_id,
-                'data': {
-                    "mail": mail_without_attachments,
-                    "parser": mail_to_dict.get('attachments', []),
-                    "ibanFinder": None,
-                    "commentFinder": None
-                },
-                'created_at': datetime.now().isoformat(),
-                'completed': True,
-                'status': 'red',
-                'service': my_service,
-                # 'bank': 'isbank',
-                'is_completed': False
-            }
-            redis_write_ = redis_client.rpush(f'{redis_prefix}:Data', dumps(write_object))
-            if redis_write_:
-                if index_of_set_data_get:
-                    index_of_set_data_get = loads(index_of_set_data_get)
-                    index_of_set_data_get[str(mail_id)] = redis_write_ - 1
-                else:
-                    index_of_set_data_get = {str(mail_id): redis_write_ - 1}
-                index_of_set_data_set = redis_client.set(f'{redis_prefix}:Index', dumps(index_of_set_data_get))
-                count += 1
-            else:
-                redis_client.spop(f'{redis_prefix}:Seen', mail_id)
-        else:
-            get_index = redis_client.get(f'{redis_prefix}:Index')
-            if not get_index:
-                continue
-            get_index = loads(get_index)
-            if get_index.get(str(mail_id), None):
-                object_from_redis = redis_client.lindex(f'{redis_prefix}:Data', int(get_index[str(mail_id)]))
-                if object_from_redis:
-                    object_from_redis = loads(object_from_redis)
-                    is_completed = object_from_redis.get('is_completed', False)
-                    id_ = object_from_redis.get('data', {}).get('id', None)
-                    if not mail_id == id_:
-                        raise Exception("Mail id not match with id from redis")
-                    if is_completed:
-                        service.mark_completed(mail_id)
-    else:
-        service.mark_no_attachment(mail_id)
-
-service.commit()
-service.logout()
-
-print("Total Mails: ", f"{count}/{service.count}")

ServicesRunnner/AccountRecordServices/Reader/Banks/IsBank/config.py

@@ -1,37 +0,0 @@
-import os
-
-class Config:
-
-    MAILBOX: str = os.getenv("MAILBOX", "bilgilendirme@ileti.isbank.com.tr")
-    EMAIL_HOST: str = os.getenv("EMAIL_HOST", "10.10.2.34")
-    EMAIL_LOGIN_USER: str = os.getenv("EMAIL_READER_ADDRESS", "isbank@mehmetkaratay.com.tr")
-    EMAIL_LOGIN_PASSWORD: str = os.getenv("EMAIL_LOGIN_PASSWORD", "system")
-    AUTHORIZE_IBAN: str = os.getenv("AUTHORIZE_IBAN", "4245-0093333")
-    EMAIL_PORT: int = int(os.getenv("EMAIL_PORT", 993))
-
-
-class EmailConfig:
-
-    EMAIL_HOST: str = Config.EMAIL_HOST
-    EMAIL_USERNAME: str = Config.EMAIL_LOGIN_USER
-    EMAIL_PASSWORD: str = Config.EMAIL_LOGIN_PASSWORD
-    EMAIL_PORT: int = Config.EMAIL_PORT
-
-    @classmethod
-    def as_dict(cls):
-        return dict(
-            host=EmailConfig.EMAIL_HOST,
-            port=EmailConfig.EMAIL_PORT,
-            username=EmailConfig.EMAIL_USERNAME,
-            password=EmailConfig.EMAIL_PASSWORD
-        )
-
-
-# INFO_MAIL: str = os.getenv("INFO_MAIL", "mehmet.karatay@hotmail.com")
-# EMAIL_SEND: bool = bool(os.getenv("EMAIL_SEND", False))
-# EMAIL_SEND_PORT: int = int(os.getenv("EMAIL_SEND_PORT", 587))
-# EMAIL_SLEEP: int = int(os.getenv("EMAIL_SLEEP", 60))
-# SERVICE_TIMING: int = int(os.getenv("SERVICE_TIMING", 900))
-# EMAIL_LOGIN_USER: str = os.getenv("EMAIL_LOGIN_USER", "karatay@mehmetkaratay.com.tr")
-# MAIN_MAIL: str = os.getenv("MAIN_MAIL", "karatay.berkay@gmail.com")
-# EMAIL_SEND: bool = Config.EMAIL_SEND

ServicesTask/.python-version

@@ -0,0 +1 @@
+3.12

ServicesTask/app/core/config.py

@@ -0,0 +1,50 @@
+import os
+import redis
+
+from typing import Optional
+
+
+class Env:
+    REDIS_HOST: str = os.getenv("REDIS_HOST", "redis")
+    REDIS_PORT: int = int(os.getenv("REDIS_PORT", "6379"))
+    REDIS_DB: int   = int(os.getenv("REDIS_DB", "0"))
+    REDIS_USERNAME: Optional[str] = os.getenv("REDIS_USERNAME")
+    REDIS_PASSWORD: Optional[str] = os.getenv("REDIS_PASSWORD")
+    REDIS_STREAM_PUBLISH: str = os.getenv("REDIS_STREAM_PUBLISH", "DEFAULT:REGISTER:DONTUSE")
+    REDIS_STREAM_TASKS: str = os.getenv("REDIS_STREAM_TASKS", "DEFAULT:REGISTER:DONTUSE")
+
+    BATCH_SIZE: int      = int(os.getenv("BATCH_SIZE", "5"))
+    MAX_RETRIES: int     = int(os.getenv("MAX_RETRIES", "3"))
+    IDLE_RECLAIM_MS: int = int(os.getenv("IDLE_RECLAIM_MS", "30000"))
+
+    SQLITE_PATH: str = os.getenv("SQLITE_PATH", "/app/data/queue.db")
+
+class RedisConfig:
+    def __init__(
+        self,
+        host: str = Env.REDIS_HOST,
+        port: int = Env.REDIS_PORT,
+        db: int = Env.REDIS_DB,
+        username: Optional[str] = Env.REDIS_USERNAME,
+        password: Optional[str] = Env.REDIS_PASSWORD,
+        batch_size: int = Env.BATCH_SIZE,
+        max_retries: int = Env.MAX_RETRIES,
+        idle_reclaim_ms: int = Env.IDLE_RECLAIM_MS,
+    ):
+        self.host = host
+        self.port = port
+        self.db = db
+        self.username = username
+        self.password = password
+        self.batch_size = batch_size
+        self.max_retries = max_retries
+        self.idle_reclaim_ms = idle_reclaim_ms
+
+    def client(self) -> redis.Redis:
+        return redis.Redis(
+            host=self.host,
+            port=self.port,
+            db=self.db,
+            username=self.username,
+            password=self.password,
+        )

ServicesTask/app/core/metrics.py

@@ -0,0 +1,49 @@
+import os
+from prometheus_client import Counter, start_http_server
+
+_METRICS_STARTED = False
+
+NS = os.getenv("METRICS_NS", "servicestask")
+SERVICE_NAME = os.getenv("SERVICE_NAME", "db-service")
+
+QUEUE_ENQUEUED = Counter(
+    f"{NS}_queue_enqueued_total", "Enqueued tasks",
+    labelnames=("service","queue","type")
+)
+QUEUE_DUPLICATE = Counter(
+    f"{NS}_queue_duplicate_skipped_total", "Duplicate skipped",
+    labelnames=("service","queue","type")
+)
+QUEUE_DONE = Counter(
+    f"{NS}_queue_done_total", "Done tasks",
+    labelnames=("service","queue","type")
+)
+QUEUE_FAILED = Counter(
+    f"{NS}_queue_failed_total", "Failed tasks",
+    labelnames=("service","queue","type")
+)
+QUEUE_RETRY = Counter(
+    f"{NS}_queue_retry_total", "Retry attempts",
+    labelnames=("service","queue","type")
+)
+
+def start_server():
+    global _METRICS_STARTED
+    if _METRICS_STARTED:
+        return
+    port = int(os.getenv("METRICS_PORT", "8000"))
+    start_http_server(port)
+    _METRICS_STARTED = True
+
+def observe(status: str, queue: str, type_: str):
+    labels = (SERVICE_NAME, queue, type_ or "unknown")
+    if status == "enqueued":
+        QUEUE_ENQUEUED.labels(*labels).inc()
+    elif status == "duplicate_skipped":
+        QUEUE_DUPLICATE.labels(*labels).inc()
+    elif status == "done":
+        QUEUE_DONE.labels(*labels).inc()
+    elif status == "failed":
+        QUEUE_FAILED.labels(*labels).inc()
+    elif status == "retry":
+        QUEUE_RETRY.labels(*labels).inc()

ServicesTask/app/core/nats.conf

@@ -0,0 +1,11 @@
+server_name: "nats-main"
+
+port: 4222
+http: 8222
+
+jetstream: {
+    store_dir: "/data/jetstream",
+    max_mem_store: 512MB,
+    max_file_store: 10GB
+}
+

ServicesTask/app/core/sqlite_tasks.py

@@ -0,0 +1,68 @@
+import json
+import aiosqlite
+
+from typing import Any, Dict, List, Optional
+
+
+class TasksRepoAsync:
+    """
+    SQLITE Task Manager
+    """
+    def __init__(self, db_path: str):
+        self.db_path = db_path
+
+    async def init(self) -> None:
+        async with aiosqlite.connect(self.db_path) as db:
+            await db.execute("PRAGMA journal_mode=WAL;")
+            await db.execute("PRAGMA synchronous=NORMAL;")
+            await db.execute("""
+                    CREATE TABLE IF NOT EXISTS tasks(
+                    task_id TEXT PRIMARY KEY,
+                    queue   TEXT NOT NULL,
+                    type    TEXT NOT NULL,
+                    payload_json TEXT NOT NULL,
+                    created_at INTEGER NOT NULL,
+                    status TEXT DEFAULT 'pending',
+                    attempts INTEGER DEFAULT 0,
+                    last_error TEXT,
+                    last_msg_id TEXT
+                );
+            """)
+            cols = await self._columns(db, "tasks")
+            if "last_msg_id" not in cols:
+                await db.execute("ALTER TABLE tasks ADD COLUMN last_msg_id TEXT;")
+            await db.commit()
+
+    async def insert_task(self, task: Dict[str, Any], last_msg_id: Optional[str]=None) -> None:
+        async with aiosqlite.connect(self.db_path) as db:
+            await db.execute("""INSERT OR REPLACE INTO tasks (task_id, queue, type, payload_json, created_at, status, attempts, last_msg_id) VALUES(?,?,?,?,?,'pending',?,?)""", 
+            (task["task_id"], task["queue"], task["type"], json.dumps(task["payload"]), task["created_at"], int(task.get("_attempts", 0)), last_msg_id))
+            await db.commit()
+
+    async def mark_done(self, task_id: str, attempts: int) -> None:
+        await self._update(task_id, status="done", attempts=attempts, error=None)
+
+    async def mark_failed(self, task_id: str, attempts: int, error: str) -> None:
+        await self._update(task_id, status="failed", attempts=attempts, error=error)
+
+    async def mark_retry(self, task_id: str, attempts: int, error: str, last_msg_id: str) -> None:
+        await self._update(task_id, status="retry", attempts=attempts, error=error, last_msg_id=last_msg_id)
+
+    async def _update(self, task_id: str, *, status: str, attempts: Optional[int]=None, error: Optional[str]=None, last_msg_id: Optional[str]=None) -> None:
+        sets, params = ["status=?","last_error=?"], [status, error]
+        if attempts is not None:
+            sets.append("attempts=?"); params.append(int(attempts))
+        if last_msg_id is not None:
+            sets.append("last_msg_id=?"); params.append(last_msg_id)
+        params.append(task_id)
+        sql = f"UPDATE tasks SET {', '.join(sets)} WHERE task_id=?"
+        async with aiosqlite.connect(self.db_path) as db:
+            await db.execute(sql, tuple(params))
+            await db.commit()
+
+    async def _columns(self, db: aiosqlite.Connection, table: str) -> List[str]:
+        cols: List[str] = []
+        async with db.execute(f"PRAGMA table_info({table})") as cur:
+            async for row in cur:
+                cols.append(row[1])
+        return cols

ServicesTask/app/core/utils.py

@@ -0,0 +1,15 @@
+import json
+import time
+
+from typing import Any, Dict
+
+def now_ms() -> int:
+    return int(time.time() * 1000)
+
+def jd(obj: Dict[str, Any]) -> Dict[bytes, bytes]:
+    """JSON to Redis fields."""
+    return {"data": json.dumps(obj).encode("utf-8")}
+
+def jl(fields: Dict[bytes, bytes]) -> Dict[str, Any]:
+    """Redis fields to JSON."""
+    return json.loads(fields[b"data"].decode("utf-8"))

ServicesTask/app/queue/dual_queue.py

@@ -0,0 +1,71 @@
+import uuid
+import time
+import random
+from typing import Any, Dict, Optional, Callable
+
+from core.utils import now_ms, jd, jl
+from core.config import RedisConfig, Env
+from storage.sqlite_queue import SqliteQueue
+
+class DualQueueProducer:
+    """
+    Her job’ı hem Redis Stream’e hem de SQLite’e yazar.
+    """
+    def __init__(self, stream: str, sqlite_db: SqliteQueue, cfg: RedisConfig):
+        self.stream = stream
+        self.sqlite = sqlite_db
+        self.cfg = cfg
+        self.r = cfg.client()
+
+    def enqueue(self, payload: Dict[str, Any], type_: str) -> str:
+        task_id = payload.get("task_id") or str(uuid.uuid4())
+        task = {"task_id": task_id, "queue": self.stream, "type": type_, "payload": payload, "created_at": now_ms(), "_attempts": 0}
+        self.r.xadd(self.stream, jd(task))
+        self.sqlite.add_task(task)
+        return task_id
+
+
+class DualQueueConsumer:
+    """
+    Consumer Group ile işler: retry / failed SQLite’e işler.
+    (XAUTOCLAIM eklenebilir; önce temel akış)
+    """
+    def __init__(self, stream: str, sqlite_db: SqliteQueue, cfg: RedisConfig,
+        group: Optional[str] = None, consumer_name: Optional[str] = None):
+        self.stream = stream
+        self.sqlite = sqlite_db
+        self.cfg = cfg
+        self.group = group or f"g:{stream}"
+        self.consumer = consumer_name or f"w-{random.randint(1000,9999)}"
+        self.r = cfg.client()
+        try:
+            self.r.xgroup_create(self.stream, self.group, id="$", mkstream=True)
+        except Exception:
+            pass
+
+    def run(self, process_fn: Callable[[Dict[str, Any]], None]) -> None:
+        print(f"[{self.consumer}] listening {self.stream} …")
+        while True:
+            msgs = self.r.xreadgroup(self.group, self.consumer, {self.stream: ">"}, count=self.cfg.batch_size, block=5000)
+            if not msgs:
+                continue
+            for _, entries in msgs:
+                for msg_id, fields in entries:
+                    job = jl(fields)
+                    task_id = job["task_id"]
+                    attempts = int(job.get("_attempts", 0))
+                    try:
+                        process_fn(job)
+                        self.r.xack(self.stream, self.group, msg_id)
+                        self.sqlite.update_task(task_id, status="done", attempts=attempts)
+                    except Exception as e:
+                        attempts += 1
+                        if attempts > self.cfg.max_retries:
+                            self.r.xack(self.stream, self.group, msg_id)
+                            self.sqlite.update_task(task_id, status="failed", error=str(e), attempts=attempts)
+                        else:
+                            self.r.xack(self.stream, self.group, msg_id)
+                            job["_attempts"] = attempts
+                            time.sleep(min(0.2*(2**(attempts-1)), 3.0))
+                            self.r.xadd(self.stream, jd(job))
+                            self.sqlite.update_task(task_id, status="retry", error=str(e), attempts=attempts)

ServicesTask/app/services/common/config.py

@@ -0,0 +1,14 @@
+import os
+
+
+class RedisConfig:
+
+    HOST: str = os.getenv("REDIS_HOST", "10.10.2.15")
+    PASSWORD: str = os.getenv("REDIS_PASSWORD", "your_strong_password_here")
+    PORT: int = int(os.getenv("REDIS_PORT", 6379))
+    DB: int = int(os.getenv("REDIS_DB", 0))
+
+    @classmethod
+    def as_dict(cls):
+        return dict(host=RedisConfig.HOST, port=int(RedisConfig.PORT), password=RedisConfig.PASSWORD, db=int(RedisConfig.DB))
+

ServicesTask/app/services/common/models.py

@@ -0,0 +1,100 @@
+from typing import Optional, List
+from pydantic import BaseModel
+
+
+class User(BaseModel):
+    id: int
+    uu_id: str
+    user_tag: str
+    user_type: str
+    email: str
+    phone_number: str
+    related_company: str
+    is_confirmed: bool
+    active: bool
+
+
+class Person(BaseModel):
+    id: int
+    uu_id: str
+    firstname: str
+    surname: str
+    middle_name: Optional[str] = ""
+    birthname: Optional[str] = ""
+    # national_identity_id: str
+    is_confirmed: bool
+    active: bool
+    user: Optional[User] = None
+
+
+class OccupantType(BaseModel):
+    id: int
+    uu_id: str
+    occupant_code: str
+    occupant_type: str
+    is_confirmed: bool
+    active: bool
+    user_type_uu_id: Optional[str] = None
+
+
+class BuildPart(BaseModel):
+    id: int
+    uu_id: str
+    part_no: str
+    part_level: str
+    part_code: str
+    part_gross_size: float
+    part_net_size: float
+    human_livable: bool
+    build_id: int
+    build_uu_id: str
+    is_confirmed: bool
+    active: bool
+    living_spaces: Optional[List['BuildLivingSpace']] = None
+
+
+class BuildLivingSpace(BaseModel):
+    id: int
+    uu_id: str
+    expiry_starts: str
+    expiry_ends: str
+    fix_value: float
+    fix_percent: float
+    agreement_no: str
+    marketing_process: bool
+    build_parts_id: int
+    build_parts_uu_id: str
+    person_id: int
+    person_uu_id: str
+    occupant_type_id: int
+    occupant_type_uu_id: str
+    is_confirmed: bool
+    active: bool
+    person: Optional[Person] = None
+    occupant_type: Optional[OccupantType] = None
+
+
+class BuildingCluster(BaseModel):
+    id: int
+    uu_id: str
+    build_name: str
+    build_no: str
+    build_date: str
+    decision_period_date: str
+    expiry_starts: str
+    expiry_ends: str
+    is_confirmed: bool
+    active: bool
+    build_parts: List['BuildPart'] = []
+
+
+class BuildRequirements(BaseModel):
+
+    building_count: int
+    living_space: int
+    build_parts: int
+
+
+# Update forward references for models with circular dependencies
+BuildPart.update_forward_refs()
+BuildingCluster.update_forward_refs()

ServicesTask/app/services/common/redis_handler.py

@@ -0,0 +1,172 @@
+import logging
+
+from json import loads, dumps
+from contextlib import contextmanager
+from time import sleep
+from redis import Redis, RedisError, ConnectionError as RedisConnectionError
+from .config import RedisConfig
+
+
+logger = logging.getLogger('RedisHandler')
+
+
+@contextmanager
+def safe_redis_operation(redis_client: Redis, operation_name: str = "Redis operation"):
+    """
+    Context manager for safely executing Redis operations with error handling
+    """
+    try:
+        yield redis_client
+    except RedisConnectionError as e:
+        logger.error(f"{operation_name} failed due to Redis connection error: {str(e)}")
+        raise
+    except RedisError as e:
+        logger.error(f"{operation_name} failed due to Redis error: {str(e)}")
+        raise
+    except Exception as e:
+        logger.error(f"{operation_name} failed with unexpected error: {str(e)}")
+        raise
+
+
+class RedisHandler:
+
+    """Singleton Redis handler class for centralized Redis operations"""
+
+    _instance = None
+    REDIS_EXCEPTIONS = (RedisConnectionError, RedisError)
+
+    def __new__(cls):
+        if cls._instance is None:
+            cls._instance = super(RedisHandler, cls).__new__(cls)
+            cls._instance._initialized = False
+        return cls._instance
+
+    def __init__(self):
+        if self._initialized:
+            return
+        self.redis_client = self._create_redis_client()
+        self.redis_connected = self._check_redis_connection()
+        self._initialized = True
+
+    def _create_redis_client(self):
+        """Create a Redis client with connection retry"""
+        max_retries, retry_delay = 5, 5
+        for attempt in range(max_retries):
+            try:
+                client = Redis(**RedisConfig.as_dict())
+                client.ping()
+                logger.info("Redis connection established successfully")
+                return client
+            except (RedisConnectionError, RedisError) as e:
+                if attempt < max_retries - 1:
+                    logger.warning(f"Redis connection attempt {attempt + 1} failed: {str(e)}. Retrying in {retry_delay} seconds...")
+                    sleep(retry_delay)
+                    retry_delay *= 2
+                else:
+                    logger.error(f"Failed to connect to Redis after {max_retries} attempts: {str(e)}")
+                    return Redis(**RedisConfig.as_dict())
+
+    def _check_redis_connection(self) -> bool:
+        """Check if Redis connection is alive"""
+        try:
+            self.ping()
+            return True
+        except Exception as e:
+            return False
+
+    def ping(self):
+        """Ping Redis server to check connection"""
+        return self.redis_client.ping()
+
+    def sadd(self, key: str, value):
+        """Add a value to a Redis set"""
+        return self.redis_client.sadd(key, value)
+
+    def ismember(self, key: str, value):
+        """Check if a value is a member of a Redis set"""
+        return self.redis_client.sismember(key, value)
+
+    def get(self, key: str):
+        """Get a value from Redis by key"""
+        return self.redis_client.get(key)
+
+    def get_json(self, key: str) -> dict:
+        """Get a value from Redis by key"""
+        obj = self.redis_client.get(key)
+        if obj:
+            return loads(obj)
+        return None
+
+    def set_json(self, key: str, value):
+        """Set a key-value pair in Redis"""
+        return self.redis_client.set(key, dumps(value))
+
+    def set(self, key: str, value):
+        """Set a key-value pair in Redis"""
+        return self.redis_client.set(key, value)
+    
+    def delete_value(self, key: str, value):
+        """Delete a value from a Redis value by finding key"""
+        get_redis = self.get(key)
+        if get_redis:
+            get_redis: dict = loads(get_redis)
+            get_redis.pop(value)
+            self.set(key, dumps(get_redis))
+
+    def rpush(self, key: str, value):
+        """Append a value to a Redis list"""
+        return self.redis_client.rpush(key, value)
+        
+    def lindex(self, key: str, index: int):
+        """Get an element from a Redis list by its index"""
+        return self.redis_client.lindex(key, index)
+        
+    def spop(self, key: str, count=1):
+        """Remove and return random members from a Redis set"""
+        return self.redis_client.spop(key, count)
+        
+    def srem(self, key: str, value):
+        """Remove a specific member from a Redis set"""
+        return self.redis_client.srem(key, value)
+
+    def ensure_connection(self) -> bool:
+        """Check if Redis connection is alive and reconnect if needed"""
+        if not self.redis_connected:
+            try:
+                self.redis_client = self._create_redis_client()
+                self.redis_connected = self._check_redis_connection()
+                if self.redis_connected:
+                    logger.info("Redis connection re-established successfully")
+                return self.redis_connected
+            except Exception as e:
+                logger.error(f"Failed to re-establish Redis connection: {str(e)}")
+                return False
+        return True
+
+    @classmethod
+    def handle_reconnection(cls, consecutive_errors=0, max_consecutive_errors=5):
+        """
+        Handle Redis reconnection with exponential backoff based on consecutive errors
+        Args:
+            consecutive_errors: Number of consecutive errors encountered
+            max_consecutive_errors: Threshold for extended sleep time
+        Returns:
+            tuple: (RedisHandler instance, bool indicating if extended sleep is needed)
+        """
+        try:
+            instance = cls()
+            instance.redis_connected = instance._check_redis_connection()
+            logger.info("Recreated Redis handler using singleton pattern")
+            need_extended_sleep = consecutive_errors >= max_consecutive_errors
+            if need_extended_sleep:
+                logger.warning(f"Hit {max_consecutive_errors} consecutive Redis errors, taking longer pause")
+            return instance, need_extended_sleep
+        except Exception as redis_retry_error:
+            logger.error(f"Failed to recreate Redis handler: {str(redis_retry_error)}")
+            return None, consecutive_errors >= max_consecutive_errors
+
+
+class RedisSaveModels:
+
+    COMMENT_BUILDING_CLUSTER = "COMMENT:PARSER:BUILDING:CLUSTER"
+    COMMENT_BUILDING_INFO = "COMMENT:PARSER:BUILDING:INFO"

ServicesTask/app/services/common/service_base_async.py

@@ -0,0 +1,200 @@
+import os
+import json
+import asyncio
+import fnmatch
+import aio_pika
+
+from aio_pika.abc import AbstractIncomingMessage
+from typing import Any, Dict, Awaitable, Callable, Optional, List
+
+from services.types.task import _MsgCtx, _MSG_CTX
+from services.types.queue import Enqueue
+
+
+class ServiceBaseAsync:
+    """
+    RabbitMQ tabanlı async servis iskeleti.
+    - Topic exchange: EXCHANGE_EVENTS (default: app.events)
+    - Çoklu consume binding: CONSUME_BINDINGS="parser.publish,mail.publish"
+    - Kendi ürettiğini tüketmez: payload.source == SERVICE_NAME -> ACK & skip
+    - Retry: TTL'li retry kuyruğu (RETRY_DELAY_MS), sonra main'e geri DLX
+    - Max deneme üstünde DLQ: q.<service>.events.dlq
+    - Handler map: routing key -> özel callback (pattern destekli)
+    - Geriye uyumluluk: enqueue(payload, action, routing_key=None, message_id=None)
+    """
+
+    def __init__(
+        self,
+        produce_fn: Callable[["ServiceBaseAsync"], Awaitable[None]],
+        consume_fn: Callable[["ServiceBaseAsync", Dict[str, Any]], Awaitable[None]],
+        handlers: Optional[Dict[str, Callable[["ServiceBaseAsync", Dict[str, Any]], Awaitable[None]]]] = None,
+    ):
+        self.service_name = os.getenv("SERVICE_NAME", "db-service")
+        self.amqp_url = os.getenv("RABBITMQ_URL", "amqp://guest:guest@localhost/")
+        self.exchange_name = os.getenv("EXCHANGE_EVENTS", "app.events")
+        self.produce_key: str = os.getenv("PRODUCE_KEY", f"{self.service_name}.publish")
+
+        raw = os.getenv("CONSUME_BINDINGS", "")
+        self.consume_bindings: List[str] = [s.strip() for s in raw.split(",") if s.strip()]
+        base = self.service_name.replace("/", "_")
+
+        self.queue_main = f"q.{base}.events"
+        self.queue_retry = f"{self.queue_main}.retry"
+        self.queue_dlq = f"{self.queue_main}.dlq"
+        self.retry_delay_ms = int(os.getenv("RETRY_DELAY_MS", "5000"))
+        self.max_retries = int(os.getenv("MAX_RETRIES", "3"))
+        self.prefetch = int(os.getenv("PREFETCH", "5"))
+        self.ignore_self = os.getenv("IGNORE_SELF_PRODUCED", "true").lower() == "true"
+
+        self.produce_fn = produce_fn
+        self.consume_fn = consume_fn
+
+        self.handlers = handlers or {}
+        self.conn: Optional[aio_pika.RobustConnection] = None
+        self.chan: Optional[aio_pika.RobustChannel] = None
+        self.ex: Optional[aio_pika.Exchange] = None
+
+    async def _connect_with_retry(self, max_wait: int = 300):
+        delay = 1
+        deadline = asyncio.get_event_loop().time() + (max_wait or 10**9)
+        last_err = None
+        while True:
+            try:
+                conn = await aio_pika.connect_robust(self.amqp_url, client_properties={"connection_name": self.service_name}, timeout=10)
+                print(f"[amqp] connected: {self.amqp_url} : {self.service_name} : {self.exchange_name} : {str(self.consume_bindings)}")
+                return conn
+            except Exception as e:
+                last_err = e
+                now = asyncio.get_event_loop().time()
+                if now + delay > deadline:
+                    raise last_err
+                await asyncio.sleep(delay)
+                delay = min(delay * 2, 10)
+
+    async def run(self):
+        self.conn = await self._connect_with_retry()
+        self.chan = await self.conn.channel()
+        await self.chan.set_qos(prefetch_count=self.prefetch)
+        self.ex        = await self.chan.declare_exchange(self.exchange_name, aio_pika.ExchangeType.TOPIC, durable=True)
+        self.ex_retry  = await self.chan.declare_exchange(f"{self.exchange_name}.retry", aio_pika.ExchangeType.TOPIC, durable=True)
+        self.ex_dlx    = await self.chan.declare_exchange(f"{self.exchange_name}.dlx",   aio_pika.ExchangeType.TOPIC, durable=True)
+        args_main = {"x-dead-letter-exchange": f"{self.exchange_name}.retry", "x-queue-mode": "lazy"}
+        q_main = await self.chan.declare_queue(self.queue_main, durable=True, arguments=args_main)
+        args_retry = {"x-message-ttl": self.retry_delay_ms, "x-dead-letter-exchange": self.exchange_name}
+        q_retry = await self.chan.declare_queue(self.queue_retry, durable=True, arguments=args_retry)
+        q_dlq = await self.chan.declare_queue(self.queue_dlq, durable=True)
+        await q_dlq.bind(self.ex_dlx, routing_key="#")
+        if not self.consume_bindings:
+            print("[warn] No CONSUME_BINDINGS configured; only producing.")
+        for rk in (self.consume_bindings or []):
+            await q_main.bind(self.ex, routing_key=rk)
+            await q_retry.bind(self.ex_retry, routing_key=rk)
+        await q_main.consume(self._on_message, no_ack=False)
+        await asyncio.gather(self._produce_loop())
+
+    async def enqueue(self, enqueue: Enqueue) -> str:
+        assert self.ex is not None
+        payload: dict = enqueue.payload
+        payload.setdefault("task_id", enqueue.task_id)
+        payload.setdefault("source", self.service_name)
+        enqueue.payload = payload
+        msg = aio_pika.Message(enqueue.body, delivery_mode=aio_pika.DeliveryMode.PERSISTENT, message_id=enqueue.message_id or enqueue.task_id, headers={"x-attempts": 0}, type=enqueue.action)
+        routing_key = enqueue.routing_key or self.produce_key
+        await self.ex.publish(msg, routing_key=routing_key)
+        return enqueue.task_id
+
+    async def ack_current(self) -> None:
+        ctx = _MSG_CTX.get()
+        if ctx and ctx.msg:
+            await ctx.msg.ack()
+
+    async def nack_current(self, requeue: bool = False) -> None:
+        ctx = _MSG_CTX.get()
+        if ctx and ctx.msg:
+            await ctx.msg.nack(requeue=requeue)
+
+    async def retry_current(self, job: dict, attempts: int | None = None) -> None:
+        """Retry kuyruğuna kopyala ve orijinali ACK'le."""
+        ctx = _MSG_CTX.get()
+        if not (ctx and ctx.msg):
+            return
+        att = attempts if attempts is not None else (ctx.attempts + 1)
+        await self._publish_retry(ctx.msg, job, att)
+        await ctx.msg.ack()
+
+    async def dlq_current(self, job: dict, error: str | None = None) -> None:
+        """DLQ'ya gönder ve orijinali ACK'le."""
+        ctx = _MSG_CTX.get()
+        if not (ctx and ctx.msg):
+            return
+        await self._publish_dlq(ctx.msg, job, error=error)
+        await ctx.msg.ack()
+
+    def register_handler(self, pattern: str, fn: Callable[["ServiceBaseAsync", Dict[str, Any]], Awaitable[None]]):
+        self.handlers[pattern] = fn
+
+    async def _produce_loop(self):
+        while True:
+            try:
+                await self.produce_fn(self)
+            except Exception as e:
+                print(f"[produce] ERROR: {e}")
+            await asyncio.sleep(2)
+
+    async def _on_message(self, msg: AbstractIncomingMessage):
+        async with msg.process(ignore_processed=True, requeue=False):
+            try:
+                job = json.loads(msg.body.decode())
+            except Exception:
+                job = {"payload": {}, "task_id": None}
+            src = (job.get("payload") or {}).get("source")
+            if self.ignore_self and src == self.service_name:
+                return
+            attempts = 0
+            try:
+                attempts = int(msg.headers.get("x-attempts", 0))
+            except Exception:
+                pass
+            handler = self._resolve_handler(msg.routing_key) or self.consume_fn
+            meta = job.setdefault("_meta", {})
+            meta["routing_key"] = msg.routing_key
+            meta["attempts"] = attempts
+            meta["exchange"] = self.exchange_name
+            ctx_token = _MSG_CTX.set(_MsgCtx(msg=msg, rk=msg.routing_key, attempts=attempts))
+            try:
+                await handler(self, job)
+            except Exception as e:
+                if attempts + 1 >= self.max_retries:
+                    await self._publish_dlq(msg, job, error=str(e))
+                    await msg.ack()
+                else:
+                    await self._publish_retry(msg, job, attempts + 1)
+                    await msg.ack()
+            finally:
+                _MSG_CTX.reset(ctx_token)
+
+    def _resolve_handler(self, routing_key: str):
+        if routing_key in self.handlers:
+            return self.handlers[routing_key]
+        for pat, fn in self.handlers.items():
+            if fnmatch.fnmatch(routing_key, pat):
+                return fn
+        return None
+
+    async def _publish_retry(self, msg: AbstractIncomingMessage, job: Dict[str, Any], attempts: int):
+        chan = self.chan; assert chan is not None
+        retry_ex = await chan.get_exchange(f"{self.exchange_name}.retry")
+        rk = msg.routing_key
+        body = json.dumps(job).encode()
+        m = aio_pika.Message(body, delivery_mode=aio_pika.DeliveryMode.PERSISTENT, message_id=msg.message_id, headers={"x-attempts": attempts})
+        await retry_ex.publish(m, routing_key=rk)
+
+    async def _publish_dlq(self, msg: AbstractIncomingMessage, job: Dict[str, Any], error: Optional[str] = None):
+        chan = self.chan; assert chan is not None
+        dlx_ex = await chan.get_exchange(f"{self.exchange_name}.dlx")
+        body_obj = dict(job)
+        if error:
+            body_obj.setdefault("_error", str(error))
+        body = json.dumps(body_obj).encode()
+        m = aio_pika.Message(body, delivery_mode=aio_pika.DeliveryMode.PERSISTENT, message_id=msg.message_id, headers={"x-attempts": msg.headers.get("x-attempts", 0)})
+        await dlx_ex.publish(m, routing_key=msg.routing_key)

ServicesTask/app/services/database/Dockerfile

@@ -0,0 +1,23 @@
+FROM python:3.11-slim
+
+ENV PYTHONUNBUFFERED=1
+ENV PYTHONDONTWRITEBYTECODE=1
+ENV VIRTUAL_ENV=/opt/venv
+ENV PRISMA_SCHEMA_PATH=/app/services/database/schema.prisma
+ENV PATH="$VIRTUAL_ENV/bin:$PATH"
+ENV PYTHONPATH=/app
+
+WORKDIR /
+
+COPY app/services/database/README.md ./
+
+COPY app/core ./app/core
+COPY app/services/common/ ./app/services/common/
+COPY app/services/database/ ./app/services/database/
+COPY app/services/types/ ./app/services/types/
+
+RUN apt-get update && apt-get install -y bash
+RUN mkdir -p /app/data
+RUN chmod +x /app/services/database/entrypoint.sh
+
+CMD ["bash", "/app/services/database/entrypoint.sh"]

ServicesTask/app/services/database/comment_requirements.py

@@ -0,0 +1,181 @@
+import arrow
+
+from typing import Optional, Dict
+
+from services.common.redis_handler import RedisHandler, RedisSaveModels
+from services.common.models import BuildingCluster, BuildPart, BuildLivingSpace, Person, User, OccupantType, BuildRequirements
+from prisma_client import PrismaService
+
+
+class DefaultImportsToMemory:
+
+    def __init__(self, prisma_service: Optional[PrismaService] = None):
+        self.prisma_service = None
+        if prisma_service:
+            self.prisma_service = prisma_service
+        self.redis_handler = RedisHandler()
+        self.today = arrow.now().to('GMT+3').datetime
+
+    # Redis Actions
+    async def get_count_person_data_due_to_build_info(self) -> Optional[BuildRequirements]:
+        """Get count of person data due to build with comprehensive inner joins"""
+        return self.redis_handler.get_json(RedisSaveModels.COMMENT_BUILDING_INFO)
+
+    async def set_count_person_data_due_to_build_info(self, data: BuildRequirements):
+        """Set count of person data due to build with comprehensive inner joins"""
+        return self.redis_handler.set_json(RedisSaveModels.COMMENT_BUILDING_INFO, data.dict())
+
+    async def get_count_person_data_due_to_build_data(self):
+        """Get count of person data due to build with comprehensive inner joins"""
+        data = self.redis_handler.get_json(RedisSaveModels.COMMENT_BUILDING_CLUSTER)
+        return {i: BuildingCluster(**v) for i, v in data.items()}
+
+    async def set_count_person_data_due_to_build_data(self, data: Dict[str, BuildingCluster]):
+        """Set count of person data due to build with comprehensive inner joins"""
+        excluded_dict = {i: v.dict(exclude_none=True) for i, v in data.items()}
+        return self.redis_handler.set_json(RedisSaveModels.COMMENT_BUILDING_CLUSTER, excluded_dict)
+
+    # Database Actions
+    def check_if_database_is_available(self):
+        if not self.prisma_service:
+            raise ValueError("PrismaService is not initialized")
+
+    async def get_count_person_data_due_to_build(self) -> BuildRequirements:
+        """Get count of person data due to build with comprehensive inner joins"""
+        self.check_if_database_is_available()
+        async with self.prisma_service._asession() as db:
+            occupant_flat_owner = await db.occupant_types.find_first(where={"occupant_code": "FL-OWN", "active": True, "is_confirmed": True}, include={"user_types": True})
+            occupant_tenant = await db.occupant_types.find_first(where={"occupant_code": "FL-TEN", "active": True, "is_confirmed": True}, include={"user_types": True})
+            possible_money_sender_occupants = [occupant_flat_owner.id, occupant_tenant.id]
+            building_count = await db.build.count(where={"active": True, "is_confirmed": True,"expiry_starts": {"lte": self.today}, "expiry_ends": {"gte": self.today}})
+            build_parts_count = await db.build_parts.count(where={"active": True, "is_confirmed": True, "human_livable": True, "expiry_starts": {"lte": self.today}, "expiry_ends": {"gte": self.today}})
+            living_spaces_count = await db.build_living_space.count(
+                where={"active": True, "is_confirmed": True, "expiry_starts": {"lte": self.today}, "expiry_ends": {"gte": self.today}, "occupant_type_id": {"in": possible_money_sender_occupants}},
+            )
+            return BuildRequirements(building_count=building_count, living_space=living_spaces_count, build_parts=build_parts_count)
+
+    async def retrieve_all_person_data_due_to_build(self) -> Dict[str, BuildingCluster]:
+        """
+        Get all person data due to build with comprehensive inner joins
+        Returns a dictionary of buildings clustered with their build parts, people, and living spaces
+        """
+        self.check_if_database_is_available()
+        buildings_dict = {}
+        async with self.prisma_service._asession() as db:
+            occupant_flat_owner = await db.occupant_types.find_first(where={"occupant_code": "FL-OWN", "active": True, "is_confirmed": True}, include={"user_types": True})
+            occupant_tenant = await db.occupant_types.find_first(where={"occupant_code": "FL-TEN", "active": True, "is_confirmed": True}, include={"user_types": True})
+            possible_money_sender_occupants = [occupant_flat_owner.id, occupant_tenant.id]
+            buildings = await db.build.find_many(where={"active": True, "is_confirmed": True,"expiry_starts": {"lte": self.today}, "expiry_ends": {"gte": self.today}})
+            for build in buildings:
+                buildings_dict[str(build.id)] = BuildingCluster(
+                    id=build.id, uu_id=build.uu_id, build_name=build.build_name, build_no=build.build_no, build_date=str(build.build_date), 
+                    decision_period_date=str(build.decision_period_date), expiry_starts=str(build.expiry_starts), expiry_ends=str(build.expiry_ends), 
+                    is_confirmed=build.is_confirmed, active=build.active, build_parts=[]
+                )
+                build_parts = await db.build_parts.find_many(where={"build_id": build.id, "active": True, "is_confirmed": True, "human_livable": True, "expiry_starts": {"lte": self.today}, "expiry_ends": {"gte": self.today}})
+                for build_part in build_parts:
+                    part_obj = BuildPart(
+                        id=build_part.id,
+                        uu_id=build_part.uu_id,
+                        part_no=build_part.part_no,
+                        part_level=build_part.part_level,
+                        part_code=build_part.part_code,
+                        part_gross_size=build_part.part_gross_size,
+                        part_net_size=build_part.part_net_size,
+                        human_livable=build_part.human_livable,
+                        build_id=build_part.build_id,
+                        build_uu_id=build_part.build_uu_id,
+                        is_confirmed=build_part.is_confirmed,
+                        active=build_part.active,
+                        living_spaces=[],
+                        build=None
+                    )
+                    living_spaces = await db.build_living_space.find_many(
+                        include={"occupant_types": True, "people": {"include": {"users": True}}},
+                        where={"build_parts_id": build_part.id, "active": True, "is_confirmed": True, 
+                        "expiry_starts": {"lte": self.today}, "expiry_ends": {"gte": self.today}, "occupant_type_id": {"in": possible_money_sender_occupants}},
+                    )
+                    for living_space in living_spaces:
+                        person = living_space.people
+                        user = await db.users.find_first(where={"person_id": person.id, "active": True, "is_confirmed": True})
+                        user_of_person = None
+                        if user:
+                            user_of_person = User(
+                                id=user.id,
+                                uu_id=user.uu_id,
+                                user_tag=user.user_tag,
+                                user_type=user.user_type,
+                                email=user.email,
+                                phone_number=user.phone_number,
+                                related_company=user.related_company,
+                                is_confirmed=user.is_confirmed,
+                                active=user.active
+                            )
+                        person_obj = Person(
+                            id=person.id,
+                            uu_id=person.uu_id,
+                            firstname=person.firstname,
+                            surname=person.surname,
+                            middle_name=person.middle_name,
+                            birthname=person.birthname,
+                            is_confirmed=person.is_confirmed,
+                            active=person.active,
+                            user=user_of_person
+                        )
+                        occupant_type = living_space.occupant_types
+                        occupant_type_obj = OccupantType(
+                            id=occupant_type.id,
+                            uu_id=occupant_type.uu_id,
+                            occupant_code=occupant_type.occupant_code,
+                            occupant_type=occupant_type.occupant_type,
+                            is_confirmed=occupant_type.is_confirmed,
+                            active=occupant_type.active,
+                            user_type_uu_id=occupant_type.user_type_uu_id
+                        )
+                        living_space_obj = BuildLivingSpace(
+                            id=living_space.id,
+                            uu_id=living_space.uu_id,
+                            expiry_starts=str(living_space.expiry_starts),
+                            expiry_ends=str(living_space.expiry_ends),
+                            fix_value=float(living_space.fix_value),
+                            fix_percent=float(living_space.fix_percent),
+                            agreement_no=living_space.agreement_no,
+                            marketing_process=living_space.marketing_process,
+                            build_parts_id=living_space.build_parts_id,
+                            build_parts_uu_id=living_space.build_parts_uu_id,
+                            person_id=living_space.person_id,
+                            person_uu_id=living_space.person_uu_id,
+                            occupant_type_id=living_space.occupant_type_id,
+                            occupant_type_uu_id=living_space.occupant_type_uu_id,
+                            is_confirmed=living_space.is_confirmed,
+                            active=living_space.active,
+                            person=person_obj,
+                            occupant_types=occupant_type_obj
+                        )
+                        part_obj.living_spaces.append(living_space_obj)
+                    buildings_dict[str(build.id)].build_parts.append(part_obj)
+            return buildings_dict
+
+    async def retrieve_all_companies_data(self):
+        self.check_if_database_is_available()
+        async with self.prisma_service._asession() as db:
+            return db.companies.find_many(where={"active": True, "is_confirmed": True})
+
+    async def renew_requirements(self):
+        self.check_if_database_is_available()
+
+        async def set_to_redis():
+            await self.set_count_person_data_due_to_build_info(count_person_data_due_to_build_info_db)
+            all_person_data = await self.retrieve_all_person_data_due_to_build()
+            await self.set_count_person_data_due_to_build_data(all_person_data)
+            return 
+
+        count_person_data_due_to_build_info_db = await self.get_count_person_data_due_to_build()
+        count_person_data_due_to_build_info_memory = await self.get_count_person_data_due_to_build_info()
+        if not count_person_data_due_to_build_info_memory:
+            return await set_to_redis()
+
+        all_counts_in_memory = [count_person_data_due_to_build_info_memory.building_count, count_person_data_due_to_build_info_memory.living_space, count_person_data_due_to_build_info_memory.build_parts]
+        all_counts_in_db = [count_person_data_due_to_build_info_db.building_count, count_person_data_due_to_build_info_db.living_space, count_person_data_due_to_build_info_db.build_parts]
+        if not all_counts_in_memory == all_counts_in_db:
+            return await set_to_redis()

ServicesTask/app/services/database/entrypoint.sh

@@ -0,0 +1,21 @@
+#!/bin/bash
+
+VENV_PATH="/opt/venv"
+REQUIREMENTS_PATH="/app/services/database/requirements.txt"
+SCHEMA_PATH="/app/services/database/schema.prisma"
+PRISMA_BINARY_PATH="/root/.cache/prisma-python/binaries"
+
+if [ ! -x "$VENV_PATH/bin/python" ]; then
+  python -m venv "$VENV_PATH"
+  . "$VENV_PATH/bin/activate"
+  "$VENV_PATH/bin/pip" install pip --upgrade
+  "$VENV_PATH/bin/pip" install -r "$REQUIREMENTS_PATH"
+  "$VENV_PATH/bin/prisma" generate --schema "$SCHEMA_PATH"
+fi
+
+if ! find "$PRISMA_BINARY_PATH" -type f -name "prisma-query-engine-debian-openssl-3.0.x" 2>/dev/null | grep -q .; then
+  "$VENV_PATH/bin/pip" install prisma
+  "$VENV_PATH/bin/prisma" py fetch
+fi
+
+exec "$VENV_PATH/bin/python" -u /app/services/database/main.py

ServicesTask/app/services/database/main.py

@@ -0,0 +1,71 @@
+import os
+import asyncio
+
+from comment_requirements import DefaultImportsToMemory
+from services.common.service_base_async import ServiceBaseAsync
+from services.types.task import Job
+
+from prisma_client import PrismaService
+
+
+PRODUCE_BURST = int(os.getenv("PRODUCE_BURST", "10"))
+PRODUCE_ONCE  = os.getenv("PRODUCE_ONCE", "true").lower() == "true"
+EVENT_TYPE    = os.getenv("EVENT_TYPE", "db-event")
+PROCESS_SEC = 10
+
+prisma_service = PrismaService()
+is_db_pulled = False
+
+
+async def produce(svc: ServiceBaseAsync):
+    global is_db_pulled
+
+    # Get build info to memory
+    if not is_db_pulled:
+        await default_imports()
+        is_db_pulled = True
+    async with prisma_service._asession() as db:
+        # Routine Email Service
+        routine_email_service_result = await db.account_records.find_many(
+            where={"is_email_send": False,"active": True, "is_confirmed": True, "deleted": False}, take=3, skip=0
+        )
+        if not routine_email_service_result:
+            await asyncio.sleep(PROCESS_SEC)
+            return
+        routine_email_service_result: list = prisma_service.to_dict(routine_email_service_result, select={"id": True, "uu_id": True, "iban": True, "bank_reference_code": True, "bank_date": True, "bank_balance": True})
+        generate_task__uuid = ""
+        for row in routine_email_service_result:
+            generate_task__uuid += str(row["uu_id"])[:4]
+        await svc.enqueue(task_id=generate_task__uuid, payload=routine_email_service_result, action="routine.email.send.service")
+    # Get Build and Company Requirements
+    await asyncio.sleep(PROCESS_SEC)
+
+
+async def handle_comment_publish(svc: ServiceBaseAsync, job: dict):
+    job_model = Job(**job)
+    await asyncio.sleep(PROCESS_SEC)
+    await svc.ack_current()
+    print("handle_comment_publish Database Consumer from comment:", job_model.task_id)
+
+
+async def handle_routine_email_send_service_ack(svc: ServiceBaseAsync, job: dict):
+    job_model = Job(**job)
+    await svc.ack_current()
+    print("handle_routine_email_send_service_ack Database Consumer from routine.email.send.service:", job_model.task_id)
+    return
+
+
+async def consume_default(svc: ServiceBaseAsync, job: dict):
+    job_model = Job(**job)
+    await asyncio.sleep(PROCESS_SEC)
+    print("consume_default Database Consumer default (DLQ):", job_model.task_id)
+    await svc.dlq_current(job_model, error="unsupported_routing_key")
+
+
+async def default_imports():
+    update_comment_requirements = DefaultImportsToMemory(prisma_service)
+    await update_comment_requirements.renew_requirements()
+
+if __name__ == "__main__":
+    svc = ServiceBaseAsync(produce_fn=produce, consume_fn=consume_default, handlers={"parser.comment.publish": handle_comment_publish, "mail.service.publish": handle_routine_email_send_service_ack})
+    asyncio.run(svc.run())

ServicesTask/app/services/database/prisma_client.py

@@ -0,0 +1,189 @@
+import asyncio
+import time
+import logging
+import uvloop
+import threading
+import datetime
+import uuid
+
+from typing import Optional, AsyncGenerator, Any, TypeVar, Union
+from contextlib import asynccontextmanager
+from prisma import Prisma
+from prisma.client import _PrismaModel
+
+
+_PrismaModelT = TypeVar('_PrismaModelT', bound='_PrismaModel')
+
+
+logger = logging.getLogger("prisma-service")
+
+
+logging.basicConfig(level=logging.INFO, format="%(asctime)s %(levelname)s %(message)s")
+logging.getLogger("httpx").setLevel(logging.WARNING)
+logging.getLogger("httpcore").setLevel(logging.WARNING)
+
+
+class PrismaService:
+
+    def __init__(self) -> None:
+
+        self._lock = asyncio.Lock()
+        self._loop: Optional[asyncio.AbstractEventLoop] = None
+        self._thread: Optional[threading.Thread] = None
+        self._client: Optional[Prisma] = None
+        self.result: Optional[Any] = None
+        self.select: Optional[dict] = None
+        self._start_loop_thread()
+
+    def _loop_runner(self) -> None:
+
+        asyncio.set_event_loop_policy(uvloop.EventLoopPolicy())
+        self._loop = asyncio.new_event_loop()
+        asyncio.set_event_loop(self._loop)
+        try:
+            self._loop.run_forever()
+        finally:
+            self._loop.close()
+
+    def _submit(self, coro):
+
+        if self._loop is None or not self._loop.is_running():
+            raise RuntimeError("PrismaService event loop is not running.")
+        fut = asyncio.run_coroutine_threadsafe(coro, self._loop)
+        return fut.result()
+
+    async def _lock(self):
+
+        lock = asyncio.Lock()
+        async with lock:
+            return
+
+    async def _aconnect(self) -> Prisma:
+
+        if self._client is not None:
+            return self._client
+        logger.info("Connecting Prisma client...")
+        client = Prisma()
+        await client.connect()
+        self._client = client
+        logger.info("Prisma client connected.")
+        return self._client
+
+    async def _adisconnect(self) -> None:
+
+        if self._client is not None:
+            logger.info("Disconnecting Prisma client...")
+            try:
+                await self._client.disconnect()
+            finally:
+                self._client = None
+                logger.info("Prisma client disconnected.")
+
+    @asynccontextmanager
+    async def _asession(self) -> AsyncGenerator[Prisma, None]:
+        yield await self._aconnect()
+
+    def _start_loop_thread(self) -> None:
+        t = threading.Thread(target=self._loop_runner, name="PrismaLoop", daemon=True)
+        t.start()
+        self._thread = t
+        while self._loop is None:
+            time.sleep(0.005)
+
+    async def _connect(self) -> Prisma:
+
+        if self._client is not None:
+            return self._client
+        async with self._lock:
+            if self._client is None:
+                logger.info("Connecting Prisma client...")
+                client = Prisma()
+                await client.connect()
+                self._client = client
+                logger.info("Prisma client connected.")
+        return self._client
+
+    async def _disconnect(self) -> None:
+
+        async with self._lock:
+            if self._client is not None:
+                try:
+                    logger.info("Disconnecting Prisma client...")
+                    await self._client.disconnect()
+                    logger.info("Prisma client disconnected.")
+                finally:
+                    self._client = None
+
+    @staticmethod
+    def to_dict(result: Union[list, Any], select: dict = None):
+        if isinstance(result, list):
+            list_result = []
+            for item_iter in result:
+                item = {}
+                for k, v in item_iter:
+                    if k not in select:
+                        continue
+                    if isinstance(v, datetime.datetime):
+                        item[k] = str(v)
+                    if isinstance(v, uuid.UUID):
+                        item[k] = str(v)
+                    if isinstance(v, int):
+                        item[k] = int(v)
+                    if isinstance(v, float):
+                        item[k] = float(v)
+                    if isinstance(v, bool):
+                        item[k] = bool(v)
+                    else:
+                        item[k] = str(v)
+                list_result.append(item)
+            return list_result
+        else:
+            dict_result = {}
+            for k,v in result:
+                if k not in select:
+                    continue
+                if isinstance(v, datetime.datetime):
+                    dict_result[k] = str(v)
+                if isinstance(v, uuid.UUID):
+                    dict_result[k] = str(v)
+                if isinstance(v, int):
+                    dict_result[k] = int(v)
+                if isinstance(v, float):
+                    dict_result[k] = float(v)
+                if isinstance(v, bool):
+                    dict_result[k] = bool(v)
+                else:
+                    dict_result[k] = str(v)
+            return dict_result
+
+    @asynccontextmanager
+    async def _session(self) -> AsyncGenerator[Prisma, None]:
+
+        client = await self._connect()
+        try:
+            yield client
+        except Exception:
+            logger.exception("Database operation error")
+            raise
+
+    def _run(self, coro):
+
+        try:
+            asyncio.get_running_loop()
+            raise RuntimeError("Async run is not allowed. Use sync methods instead.")
+        except RuntimeError as e:
+            asyncio.set_event_loop_policy(uvloop.EventLoopPolicy())
+            with asyncio.Runner() as runner:
+                return runner.run(coro)
+
+    def disconnect(self) -> None:
+
+        try:
+            self._submit(self._adisconnect())
+        finally:
+            if self._loop and self._loop.is_running():
+                self._loop.call_soon_threadsafe(self._loop.stop)
+            if self._thread and self._thread.is_alive():
+                self._thread.join(timeout=2.0)
+            self._loop = None
+            self._thread = None

ServicesTask/app/services/database/pyproject.toml

@@ -0,0 +1,41 @@
+[build-system]
+requires = ["setuptools>=61.0"]
+build-backend = "setuptools.build_meta"
+
+[project]
+name = "dual-queue-services"
+version = "0.1.0"
+description = "Async dual queue system with Redis Streams and SQLite persistence"
+readme = "README.md"
+requires-python = ">=3.11,<4.0"
+authors = [
+    { name = "Berkay Karatay", email = "karatay.berkay@gmail.com" }
+]
+dependencies = [
+  "aio-pika>=9.4.1",
+  "prometheus-client>=0.20.0",
+  "uvloop>=0.19.0",
+  "prisma==0.9.1",
+  "asyncio==3.4.3",
+  "arrow>=1.3.0",
+  "redis>=6.4.0"
+]
+
+[project.optional-dependencies]
+dev = [
+    "pytest>=7.4",
+    "black>=23.0",
+    "isort>=5.12"
+]
+
+[tool.black]
+line-length = 88
+target-version = ["py311"]
+
+[tool.isort]
+profile = "black"
+
+[tool.setuptools.packages.find]
+where = ["app"]
+include = ["app*"]
+

ServicesTask/app/services/database/requirements.txt

@@ -0,0 +1,7 @@
+aio-pika>=9.4.1
+prometheus-client>=0.20.0
+uvloop>=0.19.0
+prisma==0.9.1
+asyncio==3.4.3
+arrow>=1.3.0
+redis>=6.4.0

ServicesTask/app/services/mail/Dockerfile

@@ -0,0 +1,19 @@
+FROM python:3.12-slim
+
+ENV PYTHONDONTWRITEBYTECODE=1 PYTHONUNBUFFERED=1
+ENV PYTHONPATH=/app
+
+WORKDIR /
+
+COPY app/services/mail/pyproject.toml  ./
+COPY app/services/mail/README.md ./
+
+COPY app/core ./app/core
+COPY app/services/common/ ./app/services/common/
+COPY app/services/mail/ ./app/services/mail/
+COPY app/services/types/ ./app/services/types/
+
+RUN pip install --upgrade pip && pip install --no-cache-dir .
+RUN mkdir -p /app/data
+
+CMD ["python", "-m", "app.services.mail.main"]

ServicesTask/app/services/mail/IsBank/params.py

@@ -0,0 +1,19 @@
+import os
+
+from ..config import ConfigServices
+
+class IsBankConfig:
+
+    MAILBOX: str = os.getenv("MAILBOX", "bilgilendirme@ileti.isbank.com.tr")
+    AUTHORIZE_IBAN: str = os.getenv("AUTHORIZE_IBAN", "4245-0093333")
+    NO_ATTACHMENT_FOLDER: str = "NoAttachment"
+    COMPLETED_FOLDER: str = "Completed"
+    SERVICE_NAME: str = "IsBankEmailService"
+    BANK_NAME: str = "IsBank"
+    TASK_DATA_PREFIX: str = ConfigServices.MAIN_TASK_PREFIX
+    TASK_MAILID_INDEX_PREFIX: str = ConfigServices.TASK_MAILID_INDEX_PREFIX
+    TASK_UUID_INDEX_PREFIX: str = ConfigServices.TASK_UUID_INDEX_PREFIX
+    TASK_SEEN_PREFIX: str = ConfigServices.TASK_SEEN_PREFIX
+    SERVICE_PREFIX: str = ConfigServices.SERVICE_PREFIX_MAIL_READER
+    NEXT_SERVICE_PREFIX: str = ConfigServices.SERVICE_PREFIX_MAIL_PARSER
+

ServicesTask/app/services/mail/IsBank/runner.py

@@ -0,0 +1,41 @@
+import sys
+
+from time import sleep
+from logging import getLogger, basicConfig, INFO, StreamHandler, FileHandler
+
+from ..mail_handler import EmailReaderService
+from .params import IsBankConfig
+
+
+format = '%(asctime)s - %(name)s - %(levelname)s - %(message)s'
+handlers = [StreamHandler(sys.stdout), FileHandler('isbank_email_service.log')]
+basicConfig(level=INFO, format=format, handlers=handlers)
+logger = getLogger(IsBankConfig.SERVICE_NAME)
+
+
+def drop(email_service: EmailReaderService):
+    """Clean up resources"""
+    try:
+        email_service.commit()
+    except Exception as e:
+        print(f"Error during commit on drop: {str(e)}")
+    try:
+        email_service.logout()
+    except Exception as e:
+        print(f"Error during logout on drop: {str(e)}")
+
+
+def initialize_service() -> EmailReaderService:
+    """Initialize the service with proper error handling"""
+    try:
+        logger.info("Creating EmailReaderService")
+        email_service = EmailReaderService(IsBankConfig())
+        logger.info("Connecting to email service")
+        email_service.login_and_connect()
+        return email_service
+    except Exception as e:
+        drop(email_service)
+        logger.error(f"Service initialization failed: {str(e)}")
+        sleep(5)
+        return initialize_service()
+    

ServicesTask/app/services/mail/config.py

@@ -0,0 +1,155 @@
+import os
+from re import TEMPLATE
+from pydantic import BaseModel
+from typing import Any, List, Optional, Union
+
+
+class FromToHeader(BaseModel):
+
+    display_name: Optional[str]
+    username: Optional[str]
+    domain: Optional[str]
+    mail: Optional[str]
+
+
+class MailReader(BaseModel):
+
+    id: str
+    subject: str
+    from_: FromToHeader 
+    to: List[FromToHeader]
+    date: str
+    body_text: str
+
+
+class MailParser(BaseModel):
+    
+    filename: str
+    content_type: str
+    charset: str
+    data: str
+
+class FinderIban(BaseModel):
+
+    filename: str
+    iban: str
+    bank_date: str
+    channel_branch: str
+    currency_value: float
+    balance: float
+    additional_balance: float
+    process_name: str
+    process_type: str
+    process_comment: str
+    bank_reference_code: str
+
+
+class FinderComment(FinderIban):
+
+    build_id: Optional[int] = None
+    build_uu_id: Optional[str] = None
+    decision_book_id: Optional[int] = None
+    decision_book_uu_id: Optional[str] = None
+    
+
+class RedisData(BaseModel):
+    MailReader: MailReader
+    MailParser: List[MailParser]
+    FinderIban: List[FinderIban]
+    FinderComment: List[FinderComment] 
+
+
+class Status:
+    PENDING: str = "PENDING"
+    IN_PROGRESS: str = "IN_PROGRESS"
+    COMPLETED: str = "COMPLETED"
+    FAILED: str = "FAILED"
+
+
+class RedisTaskObject(BaseModel):
+    task: str
+    data: RedisData
+    completed: bool
+    service: str
+    status: str
+    created_at: str
+    is_completed: bool
+
+
+class MailSendModel(BaseModel):
+    receivers: List[str]
+    subject: str
+    template_name: str
+    data: dict
+
+
+class RedisMailSender(BaseModel):
+    task: RedisTaskObject
+    data: MailSendModel
+    completed: bool
+    service: str
+    status: str
+    created_at: str
+    completed: bool
+
+
+class EmailConfig:
+
+    HOST: str = os.getenv("EMAIL_HOST", "10.10.2.34")
+    USERNAME: str = os.getenv("EMAIL_USERNAME", "isbank@mehmetkaratay.com.tr")
+    PASSWORD: str = os.getenv("EMAIL_PASSWORD", "system")
+    PORT: int = int(os.getenv("EMAIL_PORT", 993))
+
+    @classmethod
+    def as_dict(cls):
+        return dict(host=EmailConfig.HOST, port=EmailConfig.PORT, username=EmailConfig.USERNAME, password=EmailConfig.PASSWORD)
+
+
+class RedisConfig:
+
+    HOST: str = os.getenv("REDIS_HOST", "10.10.2.15")
+    PASSWORD: str = os.getenv("REDIS_PASSWORD", "your_strong_password_here")
+    PORT: int = int(os.getenv("REDIS_PORT", 6379))
+    DB: int = int(os.getenv("REDIS_DB", 0))
+
+    @classmethod
+    def as_dict(cls):
+        return dict(host=RedisConfig.HOST, port=int(RedisConfig.PORT), password=RedisConfig.PASSWORD, db=int(RedisConfig.DB))
+
+
+class MailReaderMainConfig:
+
+    MAILBOX: str
+    AUTHORIZE_IBAN: str
+    NO_ATTACHMENT_FOLDER: str
+    COMPLETED_FOLDER: str
+    TASK_DATA_PREFIX: str
+    TASK_MAILID_INDEX_PREFIX: str
+    TASK_UUID_INDEX_PREFIX: str
+    TASK_SEEN_PREFIX: str
+    SERVICE_PREFIX: str
+    NEXT_SERVICE_PREFIX: str
+
+
+class ConfigServices:
+    
+    MAIN_TASK_PREFIX: str = "BANK:SERVICES:TASK:DATA"
+
+    TASK_MAILID_INDEX_PREFIX: str = "BANK:SERVICES:TASK:MAILID"
+    TASK_UUID_INDEX_PREFIX: str = "BANK:SERVICES:TASK:UUID"
+    TASK_SEEN_PREFIX: str = "BANK:SERVICES:TASK:SEEN"
+    TASK_DELETED_PREFIX: str = "BANK:SERVICES:TASK:DELETED"
+    TASK_COMMENT_PARSER: str = "BANK:SERVICES:TASK:COMMENT:PARSER"
+    TASK_PREDICT_RESULT: str = "BANK:SERVICES:TASK:COMMENT:RESULT"
+    
+    SERVICE_PREFIX_MAIL_READER: str = "MailReader"
+    SERVICE_PREFIX_MAIL_PARSER: str = "MailParser"
+    SERVICE_PREFIX_FINDER_IBAN: str = "FinderIban"
+    SERVICE_PREFIX_FINDER_COMMENT: str = "FinderComment"
+    SERVICE_PREFIX_MAIL_SENDER: str = "MailSender"
+
+    TEMPLATE_ACCOUNT_RECORDS: str = "template_accounts.html"
+
+
+paramsRedisData = Union[MailReader, MailParser, FinderIban, FinderComment]
+

ServicesTask/app/services/mail/mail_handler.py

@@ -0,0 +1,381 @@
+import os
+import socket
+import logging
+
+from functools import wraps
+from base64 import b64encode
+from time import sleep
+from datetime import datetime
+from typing import List, Dict, Any, Union, TypeVar, Tuple
+
+from email.message import EmailMessage
+from email.policy import default as policy
+from email.headerregistry import UniqueDateHeader, UniqueAddressHeader, UniqueUnstructuredHeader
+from email.parser import BytesParser
+from imaplib import IMAP4_SSL, IMAP4
+
+from .config import EmailConfig, MailReaderMainConfig
+
+
+logger = logging.getLogger('Email Reader Service')
+
+T = TypeVar('T')
+
+
+def retry_on_connection_error(max_retries: int = 3, delay: int = 5, backoff: int = 2, exceptions=(Exception,)):
+    """
+    Retry decorator with exponential backoff for handling connection errors
+    
+    Args:
+        max_retries: Maximum number of retries
+        delay: Initial delay between retries in seconds
+        backoff: Backoff multiplier
+        exceptions: Tuple of exceptions to catch
+    Returns: Decorated function
+    """
+    def decorator(func):
+        @wraps(func)
+        def wrapper(*args, **kwargs):
+            mtries, mdelay = max_retries, delay
+            while mtries > 0:
+                try:
+                    return func(*args, **kwargs)
+                except exceptions as e:
+                    logger.warning(f"Connection error in {func.__name__}: {str(e)}, retrying in {mdelay}s...")
+                    sleep(mdelay)
+                    mtries -= 1
+                    mdelay *= backoff
+            return func(*args, **kwargs)
+        return wrapper
+    return decorator
+
+
+class Mails:
+    """Class representing an email with attachments and metadata"""
+
+    def __init__(self, mail_id: bytes, mail_data: bytes):
+        """
+        Initialize a mail object
+        Args: mail_id: Unique identifier for the email, mail_data: Raw email data
+        """
+        self.id: bytes = mail_id
+        self.raw_data: bytes = mail_data
+        self.attachments: List[Dict[str, Union[str, bytes]]] = []
+        self.message: EmailMessage = BytesParser(policy=policy).parsebytes(mail_data)
+        self.subject: UniqueUnstructuredHeader = self.message.get('Subject', '') or ''
+        self.from_: UniqueAddressHeader = self.message.get('From', '') or ''
+        self.to: UniqueAddressHeader = self.message.get('To', '') or ''
+        self.date: UniqueDateHeader = self.message.get('Date', '') or ''
+        self.body_text: str = self._get_body_text()
+        self._extract_attachments()
+
+    def to_dict(self) -> Dict[str, Any]:
+        """
+        Convert mail object to dictionary representation
+        Returns: Dictionary representation of mail
+        """
+        return {
+            'id': self.id.decode('utf-8'),
+            'attachments': [{
+                'filename': attachment['filename'], 'content_type': attachment['content_type'], 'charset': attachment['charset'],
+                'data': b64encode(attachment['data']).decode(attachment['charset'], errors='replace')
+            } for attachment in self.attachments],
+            'subject': str(self.subject),
+            'from_': {
+                "display_name": self.from_.addresses[0].display_name, "username": self.from_.addresses[0].username,
+                "domain": self.from_.addresses[0].domain, "mail": f"{self.from_.addresses[0].username}@{self.from_.addresses[0].domain}"
+            },
+            'to': [
+                {
+                    "display_name": address.display_name, "username": address.username, "domain": address.domain, 
+                    "mail": f"{address.username}@{address.domain}" } for address in self.to.addresses
+            ], 'date': str(self.date.datetime), 'body_text': str(self.body_text)
+        }
+
+    def _get_body_text(self) -> str:
+        """
+        Extract plain text body from email
+        Returns: Plain text body of email
+        """
+        body = self.message.get_body(preferencelist=('plain',))
+        if body is not None:
+            return body.get_content() or ''
+        if self.message.is_multipart():
+            for part in self.message.walk():
+                if part.get_content_type() == 'text/plain' and (part.get_content_disposition() or '') != 'attachment':
+                    try:
+                        return part.get_content() or ''
+                    except Exception:
+                        payload = part.get_payload(decode=True) or b''
+                        return payload.decode(part.get_content_charset() or 'utf-8', errors='replace')
+        else:
+            if self.message.get_content_type() == 'text/plain':
+                try:
+                    return self.message.get_content() or ''
+                except Exception:
+                    payload = self.message.get_payload(decode=True) or b''
+                    return payload.decode(self.message.get_content_charset() or 'utf-8', errors='replace')
+        return ''
+
+    def _extract_attachments(self) -> None:
+        """Extract attachments from email"""
+        for part in self.message.walk():
+            if part.get_content_disposition() == 'attachment':
+                filename = part.get_filename()
+                if not filename:
+                    continue
+                data = part.get_payload(decode=True) or b''
+                charset = part.get_charset() or 'utf-8'
+                self.attachments.append({'filename': filename, 'content_type': part.get_content_type(), 'data': data, 'charset': charset})
+
+    def save_attachments(self, folder: str) -> None:
+        """
+        Save attachments to folder
+        Args: folder: Folder to save attachments to
+        """
+        os.makedirs(folder, exist_ok=True)
+        for att in self.attachments:
+            with open(os.path.join(folder, att['filename']), 'wb') as f:
+                f.write(att['data'])
+
+
+class EmailReaderService:
+
+    """Service for reading emails from mailbox with improved connection resilience"""
+
+    def __init__(self, config: MailReaderMainConfig):
+        """
+        Initialize email reader service
+        Args: config: Application configuration
+        """
+        self.email_config = EmailConfig()
+        self.config = config
+        self.mail = None
+        self.data: List[Mails] = []
+        self.mail_count = 0
+        self.is_connected = False
+        self.connect_imap()
+
+    def connect_imap(self) -> bool:
+        """
+        Establish IMAP connection with retry mechanism
+        Returns: True if connection successful, False otherwise
+        """
+        try:
+            if self.mail:
+                try:
+                    self.mail.close()
+                    self.mail.logout()
+                except Exception:
+                    pass
+            logger.info(f"Connecting to IMAP server {self.email_config.HOST}:{self.email_config.PORT}")
+            self.mail = IMAP4_SSL(self.email_config.HOST, self.email_config.PORT)
+            self.is_connected = True
+            return True
+        except (socket.error, IMAP4.error) as e:
+            logger.error(f"Failed to connect to IMAP server: {str(e)}")
+            self.is_connected = False
+            return False
+
+    @retry_on_connection_error(max_retries=3, delay=5, exceptions=(socket.error, IMAP4.error, OSError))
+    def login_and_connect(self) -> bool:
+        """
+        Login to IMAP server and connect to inbox with retry mechanism
+        Returns: True if login successful, False otherwise
+        Raises: ConnectionError: If connection cannot be established
+        """
+        if not self.is_connected:
+            if not self.connect_imap():
+                raise ConnectionError("Cannot establish connection to IMAP server")
+        
+        try:
+            logger.info(f"Logging in as {self.email_config.USERNAME}")
+            self.mail.login(self.email_config.USERNAME, self.email_config.PASSWORD)
+            self._connect_inbox()
+            logger.info("Successfully logged in and connected to inbox")
+            return True
+        except (socket.error, IMAP4.error) as e:
+            logger.error(f"Login failed: {str(e)}")
+            self.is_connected = False
+            raise
+
+    @retry_on_connection_error(max_retries=2, delay=3, exceptions=(socket.error, IMAP4.error, OSError))
+    def refresh(self) -> Tuple[List[Mails], int, int]:
+        """
+        Refresh mail data with connection retry
+        Returns: Tuple of (mail data, mail count, data length)
+        """
+        try:
+            self.mail_count = self._fetch_count()
+            self.data = self._fetch_all()
+            return self.data, self.mail_count, len(self.data)
+        except (socket.error, IMAP4.error) as e:
+            logger.error(f"Refresh failed, attempting to reconnect: {str(e)}")
+            self.connect_imap()
+            self.login_and_connect()
+            self.mail_count = self._fetch_count()
+            self.data = self._fetch_all()
+            return self.data, self.mail_count, len(self.data)
+
+    @retry_on_connection_error(max_retries=2, delay=2, exceptions=(socket.error, IMAP4.error))
+    def _connect_inbox(self) -> None:
+        """
+        Connect to INBOX with retry mechanism
+        Raises: IMAP4.error: If connection to INBOX fails
+        """
+        logger.info("Selecting INBOX folder")
+        status, _ = self.mail.select("INBOX")
+        if status != 'OK':
+            error_msg = "Failed to connect to INBOX"
+            logger.error(error_msg)
+            raise IMAP4.error(error_msg)
+
+    @retry_on_connection_error(max_retries=2, delay=2, exceptions=(socket.error, IMAP4.error))
+    def _fetch_count(self) -> int:
+        """
+        Fetch mail count with retry mechanism
+        Returns: Number of emails
+        Raises: IMAP4.error: If fetching mail count fails
+        """
+        try:
+            status, uids = self.mail.uid('SORT', '(REVERSE DATE)', 'UTF-8', 'ALL', 'FROM', f'"{self.config.MAILBOX}"')
+            if status != 'OK':
+                raise IMAP4.error("Failed to get mail count")
+            count = len(uids[0].split()) if uids[0] else 0
+            logger.info(f"Found {count} emails from {self.config.MAILBOX}")
+            return count
+        except (socket.error, IMAP4.error) as e:
+            logger.error(f"Error fetching mail count: {str(e)}")
+            raise
+
+    @retry_on_connection_error(max_retries=2, delay=2, exceptions=(socket.error, IMAP4.error))
+    def _fetch_all(self) -> List[Mails]:
+        """
+        Fetch all mails with retry mechanism
+        Returns: List of mail objects
+        Raises: IMAP4.error: If fetching mails fails
+        """
+        self.data = []
+        try:
+            status, uids = self.mail.uid('SORT', '(REVERSE DATE)', 'UTF-8', 'ALL', 'FROM', f'"{self.config.MAILBOX}"')
+            if status != 'OK':
+                raise IMAP4.error("Mail search failed")
+            if not uids[0]:
+                logger.info("No emails found matching criteria")
+                return self.data
+            uid_list = uids[0].split()
+            logger.info(f"Processing {len(uid_list)} emails")
+            for uid in uid_list:
+                try:
+                    status, msg_data = self.mail.uid('fetch', uid, '(RFC822)')
+                    if status == 'OK' and msg_data[0] is not None:
+                        self.data.append(Mails(uid, msg_data[0][1]))
+                except Exception as e:
+                    logger.warning(f"Failed to fetch email with UID {uid}: {str(e)}")
+                    continue
+            logger.info(f"Successfully fetched {len(self.data)} emails")
+            return self.data
+        except (socket.error, IMAP4.error) as e:
+            logger.error(f"Error fetching emails: {str(e)}")
+            raise
+
+    @retry_on_connection_error(max_retries=2, delay=1, exceptions=(socket.error, IMAP4.error))
+    def move_to_folder(self, uid: Union[str, bytes], folder: str):
+        """
+        Move message to folder with retry mechanism
+        Args: uid: Email UID, folder: Destination folder
+        """
+        try:
+            log_uid = uid
+            if isinstance(uid, bytes):
+                log_uid = uid.decode('utf-8', errors='replace')
+            elif isinstance(uid, str):
+                uid = uid.encode('utf-8')
+            logger.info(f"Moving email {log_uid} to {folder} folder")
+            self.mail.uid('MOVE', uid, folder)
+            self.commit()
+            return True
+        except Exception as e:
+            logger.error(f"Failed to move email to folder: {str(e)}")
+            return False
+
+    @retry_on_connection_error(max_retries=2, delay=1, exceptions=(socket.error, IMAP4.error))
+    def copy_to_folder(self, uid: Union[str, bytes], folder: str):
+        """
+        Copy message to folder with retry mechanism
+        Args: uid: Email UID, folder: Destination folder
+        """
+        try:
+            log_uid = uid
+            if isinstance(uid, bytes):
+                log_uid = uid.decode('utf-8', errors='replace')
+            elif isinstance(uid, str):
+                uid = uid.encode('utf-8')
+            logger.info(f"Copying email {log_uid} to {folder} folder")
+            self.mail.uid('COPY', uid, folder)
+            self.commit()
+            return True
+        except Exception as e:
+            logger.error(f"Failed to copy email to folder: {str(e)}")
+            return False
+
+    @retry_on_connection_error(max_retries=2, delay=1, exceptions=(socket.error, IMAP4.error))
+    def mark_no_attachment(self, uid: Union[str, bytes]):
+        """
+        Move message to no attachment folder with retry mechanism
+        Args: uid: Email UID
+        """
+        self.move_to_folder(uid, self.config.NO_ATTACHMENT_FOLDER)
+
+    @retry_on_connection_error(max_retries=2, delay=1, exceptions=(socket.error, IMAP4.error))
+    def mark_completed(self, uid: Union[str, bytes]):
+        """
+        Move message to completed folder with retry mechanism
+        Args: uid: Email UID
+        """
+        self.move_to_folder(uid, self.config.COMPLETED_FOLDER)
+
+    @retry_on_connection_error(max_retries=2, delay=1, exceptions=(socket.error, IMAP4.error))
+    def delete(self, uid):
+        """
+        Delete message with retry mechanism
+        Args: uid: Email UID
+        """
+        try:
+            log_uid = uid
+            if isinstance(uid, bytes):
+                log_uid = uid.decode('utf-8', errors='replace')
+            logger.info(f"Marking email {log_uid} for deletion")
+            self.mail.uid('STORE', uid, '+FLAGS', r'(\Deleted)')
+        except Exception as e:
+            logger.error(f"Failed to delete email: {str(e)}")
+            raise
+
+    @retry_on_connection_error(max_retries=2, delay=1, exceptions=(socket.error, IMAP4.error))
+    def commit(self):
+        """
+        Commit pending operations with retry mechanism
+        Raises: Exception: If commit fails
+        """
+        try:
+            logger.info("Committing changes (expunge)")
+            self.mail.expunge()
+        except Exception as e:
+            logger.error(f"Failed to commit changes: {str(e)}")
+            raise
+
+    def logout(self):
+        """Logout from IMAP server"""
+        if self.mail and self.is_connected:
+            try:
+                logger.info("Logging out from IMAP server")
+                self.mail.close()
+                self.mail.logout()
+                self.is_connected = False
+            except Exception as e:
+                logger.warning(f"Logout failed: {str(e)}")
+
+    @property
+    def count(self):
+        """Get count of emails"""
+        return len(self.data)

ServicesTask/app/services/mail/main.py

@@ -0,0 +1,102 @@
+import os
+import asyncio
+
+from app.services.mail.IsBank.runner import initialize_service
+from app.services.mail.mail_handler import Mails
+from app.services.mail.IsBank.params import IsBankConfig
+from app.services.common.service_base_async import ServiceBaseAsync
+
+from app.services.types.queue import Enqueue
+from app.services.types.mail import MailParsedResult, ProcessMailObject
+from app.services.types.task import Job
+
+
+PRODUCE_BURST = int(os.getenv("PRODUCE_BURST", "10"))
+PRODUCE_ONCE  = os.getenv("PRODUCE_ONCE", "true").lower() == "true"
+EVENT_TYPE    = os.getenv("EVENT_TYPE", "db-event")
+
+_produced = False
+PROCESS_SEC = 10
+email_service = initialize_service()
+
+
+def generate_unique_with_mail_id(mail_id: str, service_prefix: str):
+    return f"{service_prefix}_{mail_id}"
+
+
+def process_mail_with_attachments(mail: Mails, mail_id: str, count: int, total: int) -> ProcessMailObject:
+    """
+    Process an email with attachments using MailReaderService
+    Args: mail: Mail object, mail_id: Mail ID
+    Raises: Exception: If processing mail fails
+    """
+    try:
+        mail_to_dict = mail.to_dict()
+        task_uuid = generate_unique_with_mail_id(mail_id, IsBankConfig.SERVICE_NAME)
+        return ProcessMailObject(uuid=task_uuid, id=mail_id, data=mail_to_dict, service=email_service.config.SERVICE_PREFIX, count=count, total=total, attachments=mail.attachments)
+    except Exception as e:
+        raise Exception(f"Email Service Runner Error processing mail {mail_id}: {str(e)}")
+
+
+# Isbank producer mail Reader
+async def produce(svc: ServiceBaseAsync):           
+    mails, count, length = email_service.refresh()
+    if not mails:
+        await asyncio.sleep(PROCESS_SEC)
+        return
+    for mail in mails:
+        if not getattr(mail, 'id', None):
+            print(f"Skipping email with no ID: {mail.subject}")
+            continue
+        mail_id, mail_dict = mail.id.decode('utf-8'), mail.to_dict()
+        try:
+            if mail.attachments:
+                is_attachment_pdf = any([str(attachment['filename']).lower().endswith('.pdf') for attachment in mail_dict['attachments']])
+                if not is_attachment_pdf:
+                    process_mail_object = process_mail_with_attachments(mail, mail_id, count, length)
+                    enqueue = Enqueue(task_id=process_mail_object.uuid, payload=process_mail_object.model_dump(), action=IsBankConfig.SERVICE_NAME)
+                    await svc.enqueue(enqueue)
+                    await svc.ack_current()
+                    print(f"Mail Consumer from parser  with attachments                     : {mail_id}")
+                    continue
+            print(f"Mail Consumer from parser with no attachments                           : {mail_id}")
+            email_service.mark_no_attachment(mail_id)
+            await svc.ack_current()
+        except Exception as e:
+            print(f"Error processing email {mail_id}: {str(e)}")
+            await svc.retry_current()
+            continue
+    await asyncio.sleep(PROCESS_SEC)
+
+
+async def handle_from_parser(svc: ServiceBaseAsync, job):
+    job_model = Job(**job)
+    await svc.ack_current()
+    print("Mail Consumer from parser                    :", job_model.model_dump())
+    await asyncio.sleep(PROCESS_SEC)
+    return
+
+
+async def handle_parser_excel(svc: ServiceBaseAsync, job):
+    job_model = Job(**job)
+    parsed_result = MailParsedResult(**job_model.payload)
+    if parsed_result.send_to == "Completed":
+        print("Mail Consumer from parser excel              :", parsed_result.mail_data.id)
+        email_service.mark_completed(parsed_result.mail_data.id)
+        await svc.ack_current()
+    await asyncio.sleep(PROCESS_SEC)
+    return
+
+
+async def consume_default(svc: ServiceBaseAsync, job):
+    job_model = Job(**job)
+    await svc.dlq_current()
+    await asyncio.sleep(PROCESS_SEC)
+    print("Mail Consumer default:", job_model.model_dump())
+    return
+
+
+if __name__ == "__main__":
+
+    svc = ServiceBaseAsync(produce, consume_default, handlers={"parser.comment.publish": handle_from_parser, "parser.excel.publish": handle_parser_excel})
+    asyncio.run(svc.run())

ServicesTask/app/services/mail/pyproject.toml

@@ -0,0 +1,41 @@
+[build-system]
+requires = ["setuptools>=61.0"]
+build-backend = "setuptools.build_meta"
+
+[project]
+name = "dual-queue-services"
+version = "0.1.0"
+description = "Async dual queue system with Redis Streams and SQLite persistence"
+readme = "README.md"
+requires-python = ">=3.11"
+authors = [
+    { name = "Berkay Karatay", email = "karatay.berkay@gmail.com" }
+]
+
+dependencies = [
+  "aio-pika>=9.4.1",
+  "prometheus-client>=0.20.0",
+  "uvloop>=0.19.0",
+  "arrow>=1.3.0",
+  "pydantic>=2.0.0",
+  "pydantic-settings>=2.0.0",
+  "email-validator>=2.0.0",
+]
+
+[project.optional-dependencies]
+dev = [
+    "pytest>=7.4",
+    "black>=23.0",
+    "isort>=5.12"
+]
+
+[tool.black]
+line-length = 88
+target-version = ["py311"]
+
+[tool.isort]
+profile = "black"
+
+[tool.setuptools.packages.find]
+where = ["app"]
+include = ["app*"]

ServicesTask/app/services/mongo/Dockerfile

@@ -0,0 +1,18 @@
+FROM python:3.12-slim
+
+ENV PYTHONDONTWRITEBYTECODE=1 PYTHONUNBUFFERED=1
+ENV PYTHONPATH=/app
+
+WORKDIR /
+
+COPY app/services/mongo/pyproject.toml  ./
+COPY app/services/mongo/README.md ./
+
+COPY app/core ./app/core
+COPY app/services/common/ ./app/services/common/
+COPY app/services/mongo/ ./app/services/mongo/
+
+RUN pip install --upgrade pip && pip install --no-cache-dir .
+RUN mkdir -p /app/data
+
+CMD ["python", "-m", "app.services.mongo.main"]

ServicesTask/app/services/mongo/main.py

@@ -0,0 +1,40 @@
+import os
+import uuid
+import asyncio
+
+from app.services.common.service_base_async import ServiceBaseAsync
+
+
+PRODUCE_BURST = int(os.getenv("PRODUCE_BURST", "10"))
+PRODUCE_ONCE  = os.getenv("PRODUCE_ONCE", "true").lower() == "true"
+EVENT_TYPE    = os.getenv("EVENT_TYPE", "db-mongo")
+PROCESS_SEC = 10
+
+
+async def produce(svc: ServiceBaseAsync):
+    await asyncio.sleep(PROCESS_SEC)
+    print(f"Produced From Mongo Producer: {len([1,2])} events to '{svc.produce_key}'")
+
+
+async def handle_db_publish(svc: ServiceBaseAsync, job):
+    await asyncio.sleep(PROCESS_SEC)
+    await svc.ack_current()
+    print("Mongo Consumer from db:", job["task_id"])
+
+
+async def handle_mail_publish(svc: ServiceBaseAsync, job):
+    await asyncio.sleep(PROCESS_SEC)
+    await svc.ack_current()
+    print("Mongo Consumer from mail:", job["task_id"])
+
+
+async def consume_default(svc, job):
+    await asyncio.sleep(PROCESS_SEC)
+    print("Mongo Consumer default:", job["task_id"])
+    return
+
+
+if __name__ == "__main__":
+
+    svc = ServiceBaseAsync(produce_fn=produce, consume_fn=consume_default, handlers={"database.service.publish": handle_db_publish, "mail.service.publish": handle_mail_publish})
+    asyncio.run(svc.run())

ServicesTask/app/services/mongo/pyproject.toml

@@ -0,0 +1,37 @@
+[build-system]
+requires = ["setuptools>=61.0"]
+build-backend = "setuptools.build_meta"
+
+[project]
+name = "dual-queue-services"
+version = "0.1.0"
+description = "Async dual queue system with Redis Streams and SQLite persistence"
+readme = "README.md"
+requires-python = ">=3.11"
+authors = [
+    { name = "Berkay Karatay", email = "karatay.berkay@gmail.com" }
+]
+
+dependencies = [
+  "aio-pika>=9.4.1",
+  "prometheus-client>=0.20.0",
+  "uvloop>=0.19.0"
+]
+
+[project.optional-dependencies]
+dev = [
+    "pytest>=7.4",
+    "black>=23.0",
+    "isort>=5.12"
+]
+
+[tool.black]
+line-length = 88
+target-version = ["py311"]
+
+[tool.isort]
+profile = "black"
+
+[tool.setuptools.packages.find]
+where = ["app"]
+include = ["app*"]

ServicesTask/app/services/mongo/queue_service_async.py

@@ -0,0 +1,16 @@
+import asyncio
+
+from services.service_base_async import ServiceBaseAsync
+
+
+async def produce(service: ServiceBaseAsync):
+    fake_jobs = [{"action": "cleanup", "target": "old-tasks"}]
+    for job in fake_jobs:
+        await service.enqueue(job, "queue-maintenance")
+
+async def consume(service: ServiceBaseAsync, job: dict):
+    print(f"[QUEUE CONTROL] İşleme alındı: {job}")
+    await asyncio.sleep(0.05)
+
+if __name__ == "__main__":
+    asyncio.run(ServiceBaseAsync(produce, consume).run())

ServicesTask/app/services/parser/comment/Dockerfile

@@ -0,0 +1,19 @@
+FROM python:3.12-slim
+
+ENV PYTHONDONTWRITEBYTECODE=1 PYTHONUNBUFFERED=1
+ENV PYTHONPATH=/app
+
+WORKDIR /
+
+COPY app/services/parser/comment/pyproject.toml  ./
+COPY app/services/parser/comment/README.md ./
+
+COPY app/core ./app/core
+COPY app/services/common/ ./app/services/common/
+COPY app/services/parser/comment/ ./app/services/parser/comment/
+COPY app/services/types/ ./app/services/types/
+
+RUN pip install --upgrade pip && pip install --no-cache-dir .
+RUN mkdir -p /app/data
+
+CMD ["python", "-m", "app.services.parser.comment.main"]

ServicesTask/app/services/parser/comment/main.py

@@ -0,0 +1,40 @@
+import asyncio
+
+from app.services.common.service_base_async import ServiceBaseAsync
+from app.services.types.queue import Enqueue
+from app.services.types.task import Job
+from app.services.types.mail import MailParsedResult
+from app.services.types.mail import PlainMailReader
+from app.services.types.mail import ProcessMailObject
+
+
+PROCESS_SEC = 10
+
+
+async def produce(_svc: ServiceBaseAsync):
+    # print("Parser Comment Producer produce             :")
+    await asyncio.sleep(PROCESS_SEC)
+
+
+async def handle_excel_publish(svc: ServiceBaseAsync, job: dict):
+    print("Parser Comment Consumer from excel              handle_excel_publish        :", job)
+    job_model = Job(**job)
+    mail_id = job_model.payload['mail_id']
+    task_id = f"IsBankServiceCommentParser_{mail_id}"
+    await svc.enqueue(task_id=task_id, payload=job_model.payload, action="parser.comment.publish")
+    print("Parser Comment Consumer from excel              handle_excel_publish        :", job_model.task_id)
+    await svc.ack_current()
+    await asyncio.sleep(PROCESS_SEC)
+
+
+async def consume_default(svc: ServiceBaseAsync, job: dict):
+    job_model = Job(**job)
+    print("Parser Comment Consumer default             :", job_model.task_id)
+    await asyncio.sleep(PROCESS_SEC)
+    await svc.ack_current()
+
+
+if __name__ == "__main__":
+
+    svc = ServiceBaseAsync(produce_fn=produce, consume_fn=consume_default, handlers={"parser.excel.publish": handle_excel_publish})
+    asyncio.run(svc.run())

ServicesTask/app/services/parser/comment/pyproject.toml

@@ -0,0 +1,38 @@
+[build-system]
+requires = ["setuptools>=61.0"]
+build-backend = "setuptools.build_meta"
+
+[project]
+name = "dual-queue-services"
+version = "0.1.0"
+description = "Async dual queue system with Redis Streams and SQLite persistence"
+readme = "README.md"
+requires-python = ">=3.11"
+authors = [
+    { name = "Berkay Karatay", email = "karatay.berkay@gmail.com" }
+]
+
+dependencies = [
+  "aio-pika>=9.4.1",
+  "prometheus-client>=0.20.0",
+  "uvloop>=0.19.0",
+  "pydantic"
+]
+
+[project.optional-dependencies]
+dev = [
+    "pytest>=7.4",
+    "black>=23.0",
+    "isort>=5.12"
+]
+
+[tool.black]
+line-length = 88
+target-version = ["py311"]
+
+[tool.isort]
+profile = "black"
+
+[tool.setuptools.packages.find]
+where = ["app"]
+include = ["app*"]

ServicesTask/app/services/parser/excel/Dockerfile

@@ -0,0 +1,19 @@
+FROM python:3.12-slim
+
+ENV PYTHONDONTWRITEBYTECODE=1 PYTHONUNBUFFERED=1
+ENV PYTHONPATH=/app
+
+WORKDIR /
+
+COPY app/services/parser/excel/pyproject.toml  ./
+COPY app/services/parser/excel/README.md ./
+
+COPY app/core ./app/core
+COPY app/services/common/ ./app/services/common/
+COPY app/services/types/ ./app/services/types/
+COPY app/services/parser/excel/ ./app/services/parser/excel/
+
+RUN pip install --upgrade pip && pip install --no-cache-dir .
+RUN mkdir -p /app/data
+
+CMD ["python", "-m", "app.services.parser.excel.main"]

ServicesTask/app/services/parser/excel/isbank/parser.py

@@ -0,0 +1,118 @@
+import sys
+import logging
+from time import sleep
+from typing import List
+import pandas as pd
+
+from datetime import datetime
+from io import BytesIO
+from base64 import b64decode
+from unidecode import unidecode
+
+from app.services.types.mail import ProcessMailObject, MailParser
+
+
+logging.basicConfig(
+    level=logging.INFO,
+    format='%(asctime)s - %(name)s - %(levelname)s - %(message)s',
+    handlers=[logging.StreamHandler(sys.stdout), logging.FileHandler('isbank_parser_service.log')]
+)
+logger = logging.getLogger('IsBank_Parser_Service')
+
+
+class IsbankMailParserService:
+
+
+    def try_dataframe_extract_with_xlsx(self, binary_data: BytesIO):
+        try:
+            df = pd.read_excel(binary_data, engine='openpyxl')
+            return df
+        except Exception as e:
+            return None
+
+    def try_dataframe_extract_with_xls(self, binary_data: BytesIO):
+        try:
+            df = pd.read_excel(binary_data, engine='xlrd')
+            return df
+        except Exception as e:
+            return None
+
+    def try_dataframe_extract_else(self, binary_data: BytesIO):
+        try:
+            df = pd.read_excel(binary_data, engine='openpyxl')
+        except Exception as e1:
+            try:
+                binary_data.seek(0)
+                df = pd.read_excel(binary_data, engine='xlrd')
+            except Exception as e2:
+                return None
+        return df
+
+    def parse_record(self, excel_frame: pd.DataFrame, file_name: str) -> list[dict]:
+        """Parse Excel file data.
+
+        Args:
+            excel_frame: DataFrame containing Excel data
+
+        Returns:
+            list[dict]: List of parsed data dictionaries
+        """
+        iban, data_list = "", []
+        try:
+            for row in excel_frame.itertuples():
+                if "IBAN" in str(row[3]).upper():
+                    iban = str(row[5]).replace(" ", "")
+                if not str(row[1]) == "nan" and not str(row[2]) == "nan":
+                    if len(str(row[1]).split("/")) > 2:
+                        data_list.append(dict(
+                            filename=file_name, iban=str(iban), bank_date=datetime.strptime(str(row[1]), "%d/%m/%Y-%H:%M:%S").strftime("%Y-%m-%d %H:%M:%S"),
+                            channel_branch=unidecode(str(row[3])), currency_value=(float(str(row[4]).replace(",", "")) if row[4] else 0),
+                            balance=(float(str(row[5]).replace(",", "")) if row[5] else 0), additional_balance=(float(str(row[6]).replace(",", "")) if row[6] else 0),
+                            process_name=str(row[7]), process_type=unidecode(str(row[8])), process_comment=unidecode(str(row[9])), bank_reference_code=str(row[15]),
+                        ))
+        except Exception as e:
+            print(f"[PARSER_SERVICE] Error parsing Excel file: {str(e)}")
+        return data_list
+
+    def parse_dataframes(self, dataframe: pd.DataFrame, task: ProcessMailObject, attachment_data: MailParser):
+        data_list = self.parse_record(dataframe, attachment_data.filename)
+        print(f"[PARSER_SERVICE] Successfully parsed {len(data_list)} records from Excel file")
+        if data_list:
+            print(f"Updated service data for task {task.uuid} with {len(data_list)} records")
+            return data_list
+        return None
+
+    def process_task(self, active_task: ProcessMailObject):
+        """Process a task object using the MailParserService
+        Args: task: RedisTaskObject or task dictionary to process
+        """
+        try:
+            for attachment in active_task.data.attachments:
+                task_id = active_task.data.id
+                if not attachment or not attachment.data:
+                    print(f"[PARSER_SERVICE] No data found for task {task_id}")
+                    continue
+                binary_data: bytes = b64decode(attachment.data)
+                excel_data = BytesIO(binary_data)
+                df = self.try_dataframe_extract_with_xlsx(excel_data)
+                if df is None:
+                    excel_data.seek(0)
+                    df = self.try_dataframe_extract_with_xls(excel_data)
+                if df is None:
+                    excel_data.seek(0)
+                    df = self.try_dataframe_extract_else(excel_data)
+                if df is not None:
+                    return self.parse_dataframes(df, active_task, attachment)
+        except Exception as e:
+            print(f"[PARSER_SERVICE] Error processing task: {str(e)}")
+
+
+parser = IsbankMailParserService()
+
+
+def parse_isbank_mail(mailObject: ProcessMailObject):
+    try:
+        return parser.process_task(mailObject)
+    except Exception as e:
+        print(f"[PARSER_SERVICE] Error parsing mail: {str(e)}")
+    return None