diff --git a/.dockerignore b/.dockerignore index a89b7d9..191381e 100644 --- a/.dockerignore +++ b/.dockerignore @@ -1,2 +1 @@ -.git -weights/ \ No newline at end of file +.git \ No newline at end of file diff --git a/.gitignore b/.gitignore index d62f580..06e3308 100644 --- a/.gitignore +++ b/.gitignore @@ -28,3 +28,4 @@ curl.md cope2n-api/fwd_api/commands/init_database.py /data backup +demo-ocr/ \ No newline at end of file diff --git a/cope2n-ai-fi/.dockerignore b/cope2n-ai-fi/.dockerignore index bf7ca8c..d38e621 100755 --- a/cope2n-ai-fi/.dockerignore +++ b/cope2n-ai-fi/.dockerignore @@ -4,5 +4,4 @@ __pycache__ DataBase/image_temp/ DataBase/json_temp/ -DataBase/template.db -weights \ No newline at end of file +DataBase/template.db \ No newline at end of file diff --git a/cope2n-ai-fi/LICENSE b/cope2n-ai-fi/LICENSE deleted file mode 100755 index f288702..0000000 --- a/cope2n-ai-fi/LICENSE +++ /dev/null @@ -1,674 +0,0 @@ - GNU GENERAL PUBLIC LICENSE - Version 3, 29 June 2007 - - Copyright (C) 2007 Free Software Foundation, Inc. - Everyone is permitted to copy and distribute verbatim copies - of this license document, but changing it is not allowed. - - Preamble - - The GNU General Public License is a free, copyleft license for -software and other kinds of works. - - The licenses for most software and other practical works are designed -to take away your freedom to share and change the works. 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If not, see . - -Also add information on how to contact you by electronic and paper mail. - - If the program does terminal interaction, make it output a short -notice like this when it starts in an interactive mode: - - Copyright (C) - This program comes with ABSOLUTELY NO WARRANTY; for details type `show w'. - This is free software, and you are welcome to redistribute it - under certain conditions; type `show c' for details. - -The hypothetical commands `show w' and `show c' should show the appropriate -parts of the General Public License. Of course, your program's commands -might be different; for a GUI interface, you would use an "about box". - - You should also get your employer (if you work as a programmer) or school, -if any, to sign a "copyright disclaimer" for the program, if necessary. -For more information on this, and how to apply and follow the GNU GPL, see -. - - The GNU General Public License does not permit incorporating your program -into proprietary programs. If your program is a subroutine library, you -may consider it more useful to permit linking proprietary applications with -the library. If this is what you want to do, use the GNU Lesser General -Public License instead of this License. But first, please read -. diff --git a/cope2n-ai-fi/configs/sdsap_sbt/configs.py b/cope2n-ai-fi/configs/sdsap_sbt/configs.py index 25d4d57..8d40ba0 100755 --- a/cope2n-ai-fi/configs/sdsap_sbt/configs.py +++ b/cope2n-ai-fi/configs/sdsap_sbt/configs.py @@ -29,7 +29,7 @@ kvu_model = { "option": "sbt_v2", "model": { "pretrained_model_path": "/workspace/cope2n-ai-fi/weights/layoutxlm-base", - "config": "/workspace/cope2n-ai-fi/weights/models/sdsvkvu/key_value_understanding_for_sbt-20231130-184433/base.yaml", - "checkpoint": "/workspace/cope2n-ai-fi/weights/models/sdsvkvu/key_value_understanding_for_sbt-20231130-184433/checkpoints/best_model.pth" + "config": "/workspace/cope2n-ai-fi/weights/models/sdsvkvu/key_value_understanding_for_sbt-20231219-143837/base.yaml", + "checkpoint": "/workspace/cope2n-ai-fi/weights/models/sdsvkvu/key_value_understanding_for_sbt-20231219-143837/checkpoints/best_model.pth" } } \ No newline at end of file diff --git a/cope2n-ai-fi/modules/sdsvkie_ b/cope2n-ai-fi/modules/sdsvkie_ new file mode 160000 index 0000000..8349a89 --- /dev/null +++ b/cope2n-ai-fi/modules/sdsvkie_ @@ -0,0 +1 @@ +Subproject commit 8349a89de7fd8c9e6958907047d16bdc23a77adf diff --git a/cope2n-ai-fi/modules/sdsvkv_oldu b/cope2n-ai-fi/modules/sdsvkv_oldu new file mode 160000 index 0000000..bdba044 --- /dev/null +++ b/cope2n-ai-fi/modules/sdsvkv_oldu @@ -0,0 +1 @@ +Subproject commit bdba044bb2eacac7c7cfe0e0f321196d03b681f6 diff --git a/cope2n-ai-fi/modules/sdsvkvu b/cope2n-ai-fi/modules/sdsvkvu index bdba044..a471c10 160000 --- a/cope2n-ai-fi/modules/sdsvkvu +++ b/cope2n-ai-fi/modules/sdsvkvu @@ -1 +1 @@ -Subproject commit bdba044bb2eacac7c7cfe0e0f321196d03b681f6 +Subproject commit a471c1018c17cc917d1723776bae81f829450f95 diff --git a/cope2n-ai-fi/modules/sdsvtd_ b/cope2n-ai-fi/modules/sdsvtd_ new file mode 160000 index 0000000..a9a796f --- /dev/null +++ b/cope2n-ai-fi/modules/sdsvtd_ @@ -0,0 +1 @@ +Subproject commit a9a796f843f6ad99977a8dcba02d65fe75225574 diff --git a/cope2n-ai-fi/modules/sdsvtr_ b/cope2n-ai-fi/modules/sdsvtr_ new file mode 160000 index 0000000..2c788e9 --- /dev/null +++ b/cope2n-ai-fi/modules/sdsvtr_ @@ -0,0 +1 @@ +Subproject commit 2c788e9e2d7fe369869d474fbb22426a4ca84590 diff --git a/cope2n-api/Dockerfile b/cope2n-api/Dockerfile index 03e8ce6..18d6e3f 100755 --- a/cope2n-api/Dockerfile +++ b/cope2n-api/Dockerfile @@ -19,6 +19,6 @@ COPY --chown=${UID}:${GID} requirements.txt /app WORKDIR /app RUN pip install -r requirements.txt --no-cache-dir -# COPY --chown=${UID}:${GID} . /app +COPY --chown=${UID}:${GID} . /app ENV TZ="Asia/Ho_Chi_Minh" diff --git a/deploy_images.py b/deploy_images.py new file mode 100644 index 0000000..5f1804f --- /dev/null +++ b/deploy_images.py @@ -0,0 +1,107 @@ +import subprocess +import hashlib +import random +import string +import os +import boto3 +from datetime import datetime + +BASH_FILE = './deploy_images.sh' +S3_ENDPOINT = "" +S3_ACCESS_KEY = "AKIA3AFPFVWZD77UACHE" +S3_SECRET_KEY = "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" +S3_BUCKET = "ocr-deployment-config" + +class MinioS3Client: + def __init__(self, access_key, secret_key, bucket_name, endpoint=""): + self.endpoint = endpoint + self.access_key = access_key + self.secret_key = secret_key + self.bucket_name = bucket_name + try: + if len(endpoint) > 0: + self.s3_client = boto3.client( + 's3', + endpoint_url=endpoint, + aws_access_key_id=access_key, + aws_secret_access_key=secret_key + ) + else: + self.s3_client = boto3.client( + 's3', + aws_access_key_id=access_key, + aws_secret_access_key=secret_key + ) + except Exception as e: + print(f"[WARM] Unable to create an s3 client, {e}") + self.s3_client = None + + def update_object(self, s3_key, content): + try: + res = self.s3_client.put_object( + Bucket=self.bucket_name, + Key=s3_key, + Body=content + ) + # print(f"Object '{s3_key}' updated in S3 with res: {res}") + return res + except Exception as e: + print(f"Error updating object in S3: {str(e)}") + + def upload_file(self, local_file_path, s3_key): + try: + res = self.s3_client.upload_file(local_file_path, self.bucket_name, s3_key) + # print(f"File '{local_file_path}' uploaded to S3 with key '{s3_key}'") + return res + except Exception as e: + print(f"Error uploading file to S3: {str(e)}") + + def download_file(self, s3_key, local_file_path): + try: + res = self.s3_client.download_file(self.bucket_name, s3_key, local_file_path) + # print(f"File '{s3_key}' downloaded from S3 to '{local_file_path}'") + return res + except Exception as e: + print(f"Error downloading file from S3: {str(e)}") + +def random_hash(): + # Generate a random input + random_input = ''.join(random.choices(string.ascii_letters + string.digits, k=16)) + + # Generate the hash + hash_object = hashlib.sha256(random_input.encode()) + random_hash = hash_object.hexdigest() + return random_hash + +def deploy(): + # Define the variable + tag = str(random_hash()[:8]) + now = datetime.now() + tag = tag + "_" + str(now.strftime("%d%m%y%H%M%S")) + print(tag) + + # Execute the Bash script with the variable as a command-line argument + # os.chmod(BASH_FILE, 777) + os.chmod(BASH_FILE, 0o755) + subprocess.call([BASH_FILE, tag]) + + # TODO: Update to S3 + s3_client = MinioS3Client(S3_ACCESS_KEY, S3_SECRET_KEY, S3_BUCKET, S3_ENDPOINT) + local_compose_file = f"./docker-compose_{tag}.yml" + local_env_file = f"./.env_{tag}" + + s3_compose_file = f"docker-yaml-files/docker-compose_{tag}.yml" + s3_env_file = f"env-files/.env_{tag}" + + + print(f"[INFO]: Uploading compose and env file to s3...") + s3_client.upload_file(local_compose_file, s3_compose_file) + s3_client.upload_file(local_env_file, s3_env_file) + + print(f"[INFO]: Deleting files...") + os.remove(local_compose_file) + os.remove(local_env_file) + + print(f"[INFO]: Done !!!") +if __name__=="__main__": + deploy() \ No newline at end of file diff --git a/deploy_images.sh b/deploy_images.sh new file mode 100755 index 0000000..688822a --- /dev/null +++ b/deploy_images.sh @@ -0,0 +1,24 @@ +#!/bin/bash + +tag=$1 + +echo "[INFO] Tag received from Python: $tag" + +echo "[INFO] Pushing AI image with tag: $tag..." +docker compose -f docker-compose-dev.yml build cope2n-fi-sbt +docker tag sidp/cope2n-ai-fi-sbt:latest public.ecr.aws/v4n9y6r8/sidp/cope2n-ai-fi-sbt:${tag} +docker push public.ecr.aws/v4n9y6r8/sidp/cope2n-ai-fi-sbt:${tag} + +echo "[INFO] Pushing BE image with tag: $tag..." +docker compose -f docker-compose-dev.yml build be-ctel-sbt +docker tag sidp/cope2n-be-fi-sbt:latest public.ecr.aws/v4n9y6r8/sidp/cope2n-be-fi-sbt:${tag} +docker push public.ecr.aws/v4n9y6r8/sidp/cope2n-be-fi-sbt:${tag} + +echo "[INFO] Pushing FE image with tag: $tag..." +docker compose -f docker-compose-dev.yml build fe-sbt +docker tag sidp/cope2n-fe-fi-sbt:latest public.ecr.aws/v4n9y6r8/sidp/cope2n-fe-fi-sbt:${tag} +docker push public.ecr.aws/v4n9y6r8/sidp/cope2n-fe-fi-sbt:${tag} + +cp ./docker-compose.yml ./docker-compose_${tag}.yml +sed -i "s/{{tag}}/$tag/g" ./docker-compose_${tag}.yml +cp .env .env_${tag} diff --git a/docker-compose-dev.yml b/docker-compose-dev.yml new file mode 100755 index 0000000..96e890a --- /dev/null +++ b/docker-compose-dev.yml @@ -0,0 +1,222 @@ + +# TODO: use docker-compose extend: for compact purpose +version: '3.0' +networks: + ctel-sbt: + driver: bridge + +services: + cope2n-fi-sbt: + build: + context: cope2n-ai-fi + shm_size: 10gb + dockerfile: Dockerfile + shm_size: 10gb + restart: always + networks: + - ctel-sbt + privileged: true + image: sidp/cope2n-ai-fi-sbt + environment: + - CELERY_BROKER=amqp://${RABBITMQ_DEFAULT_USER}:${RABBITMQ_DEFAULT_PASS}@rabbitmq-sbt:5672 + - CUDA_VISIBLE_DEVICES=0 + # volumes: + # - ./cope2n-ai-fi:/workspace/cope2n-ai-fi # for dev container only + working_dir: /workspace/cope2n-ai-fi + # deploy: + # resources: + # reservations: + # devices: + # - driver: nvidia + # count: 1 + # capabilities: [gpu] + # command: bash -c "tail -f > /dev/null" + command: bash run.sh + deploy: + mode: replicated + replicas: 1 + # Back-end services + be-ctel-sbt: + build: + context: cope2n-api + dockerfile: Dockerfile + image: sidp/cope2n-be-fi-sbt + environment: + - MEDIA_ROOT=${MEDIA_ROOT} + - DB_ENGINE=${DB_ENGINE} + - DB_SCHEMA=${DB_SCHEMA} + - DB_USER=${DB_USER} + - DB_PASSWORD=${DB_PASSWORD} + - DB_HOST=${DB_HOST} + - DB_PORT=${DB_PUBLIC_PORT} + - DEBUG=${DEBUG} + - CORS_ALLOWED_ORIGINS=${CORS_ALLOWED_ORIGINS} + - BASE_PORT=${BASE_PORT} + - CTEL_KEY=${CTEL_KEY} + - SECRET_KEY=${SECRET_KEY} + - DB_INTERNAL_KEY=${DB_INTERNAL_KEY} + - ALLOWED_HOSTS=${ALLOWED_HOSTS} + - BROKER_URL=amqp://${RABBITMQ_DEFAULT_USER}:${RABBITMQ_DEFAULT_PASS}@rabbitmq-sbt:5672 + - BASE_URL=http://be-ctel-sbt:${BASE_PORT} + - BASE_UI_URL=http://fe:${VITE_PORT} + - AUTH_TOKEN_LIFE_TIME=${AUTH_TOKEN_LIFE_TIME} + - IMAGE_TOKEN_LIFE_TIME=${IMAGE_TOKEN_LIFE_TIME} + - INTERNAL_SDS_KEY=${INTERNAL_SDS_KEY} + - FI_USER_NAME=${FI_USER_NAME} + - FI_PASSWORD=${FI_PASSWORD} + - S3_ENDPOINT=${S3_ENDPOINT} + - S3_ACCESS_KEY=${S3_ACCESS_KEY} + - S3_SECRET_KEY=${S3_SECRET_KEY} + - S3_BUCKET_NAME=${S3_BUCKET_NAME} + restart: always + ports: + - 9000:9000 + networks: + - ctel-sbt + volumes: + - ${HOST_MEDIA_FOLDER}:${MEDIA_ROOT} + - BE_static:/app/static + # - ./cope2n-api:/app + working_dir: /app + depends_on: + db-sbt: + condition: service_started + command: sh -c "chmod -R 777 /app/static; sleep 5; python manage.py collectstatic --no-input && + python manage.py migrate && + python manage.py compilemessages && + gunicorn fwd.asgi:application -k uvicorn.workers.UvicornWorker --timeout 300 -b 0.0.0.0:9000" # pre-makemigrations on prod + minio: + image: minio/minio + environment: + - MINIO_ROOT_USER=${S3_ACCESS_KEY} + - MINIO_ROOT_PASSWORD=${S3_SECRET_KEY} + - MINIO_ACCESS_KEY=${S3_ACCESS_KEY} + - MINIO_SECRET_KEY=${S3_SECRET_KEY} + volumes: + - ./data/minio_data:/data + networks: + - ctel-sbt + restart: always + command: server --address :9884 --console-address :9885 /data + profiles: ["local"] + + createbuckets: + image: minio/mc + depends_on: + - minio + entrypoint: > + /bin/sh -c " + /usr/bin/mc alias set myminio http://minio:9884 ${S3_ACCESS_KEY} ${S3_SECRET_KEY}; + /usr/bin/mc mb myminio/${S3_BUCKET_NAME}; + /usr/bin/mc policy set public myminio/${S3_BUCKET_NAME}; + exit 0; + " + networks: + - ctel-sbt + profiles: ["local"] + + result-cache: + image: redis:6.2-alpine + restart: always + command: redis-server --save 20 1 --loglevel warning + networks: + - ctel-sbt + + be-celery-sbt: + build: + context: cope2n-api + dockerfile: Dockerfile + image: sidp/cope2n-be-fi-sbt + environment: + - MEDIA_ROOT=${MEDIA_ROOT} + - PYTHONPATH=${PYTHONPATH}:/app # For import module + - PYTHONUNBUFFERED=1 # For show print log + - DB_ENGINE=${DB_ENGINE} + - DB_SCHEMA=${DB_SCHEMA} + - DB_USER=${DB_USER} + - DB_PASSWORD=${DB_PASSWORD} + - DB_HOST=${DB_HOST} + - DB_PORT=${DB_PUBLIC_PORT} + - BROKER_URL=amqp://${RABBITMQ_DEFAULT_USER}:${RABBITMQ_DEFAULT_PASS}@rabbitmq-sbt:5672 + - BASE_UI_URL=http://fe:${VITE_PORT} + - DEBUG=${DEBUG} + - DB_INTERNAL_KEY=${DB_INTERNAL_KEY} + - IMAGE_TOKEN_LIFE_TIME=${IMAGE_TOKEN_LIFE_TIME} + - CTEL_KEY=${CTEL_KEY} + - SECRET_KEY=${SECRET_KEY} + - ALLOWED_HOSTS=${ALLOWED_HOSTS} + - S3_ENDPOINT=${S3_ENDPOINT} + - S3_ACCESS_KEY=${S3_ACCESS_KEY} + - S3_SECRET_KEY=${S3_SECRET_KEY} + - S3_BUCKET_NAME=${S3_BUCKET_NAME} + - BASE_URL=http://be-ctel-sbt:${BASE_PORT} + - REDIS_HOST=result-cache + - REDIS_PORT=6379 + restart: always + networks: + - ctel-sbt + depends_on: + db-sbt: + condition: service_started + rabbitmq-sbt: + condition: service_started + volumes: + - ${HOST_MEDIA_FOLDER}:${MEDIA_ROOT} + # - ./cope2n-api:/app + + working_dir: /app + command: sh -c "celery -A fwd_api.celery_worker.worker worker -l INFO -c 5" + + # Back-end persistent + db-sbt: + restart: always + mem_reservation: 500m + image: postgres:14.7-alpine + volumes: + - ./data/postgres_data:/var/lib/postgresql/data + networks: + - ctel-sbt + environment: + - POSTGRES_USER=${DB_USER} + - POSTGRES_PASSWORD=${DB_PASSWORD} + - POSTGRES_DB=${DB_SCHEMA} + + rabbitmq-sbt: + mem_reservation: 600m + restart: always + image: rabbitmq:3.10-alpine + working_dir: /workspace/cope2n-api + networks: + - ctel-sbt + environment: + - RABBITMQ_DEFAULT_USER=${RABBITMQ_DEFAULT_USER} + - RABBITMQ_DEFAULT_PASS=${RABBITMQ_DEFAULT_PASS} + + # Front-end services + fe-sbt: + restart: always + build: + context: cope2n-fe + shm_size: 10gb + dockerfile: Dockerfile + image: sidp/cope2n-fe-fi-sbt + shm_size: 10gb + privileged: true + ports: + - 9881:80 + depends_on: + be-ctel-sbt: + condition: service_started + be-celery-sbt: + condition: service_started + environment: + - VITE_PROXY=http://be-ctel-sbt:${BASE_PORT} + - VITE_API_BASE_URL=http://fe-sbt:80 + volumes: + - BE_static:/backend-static + networks: + - ctel-sbt + +volumes: + db_data: + BE_static: \ No newline at end of file diff --git a/docker-compose.yml b/docker-compose.yml index f5bbd8a..b677be1 100755 --- a/docker-compose.yml +++ b/docker-compose.yml @@ -7,68 +7,23 @@ networks: services: cope2n-fi-sbt: - build: - context: cope2n-ai-fi - shm_size: 10gb - dockerfile: Dockerfile shm_size: 10gb + mem_limit: 10gb restart: always + image: public.ecr.aws/v4n9y6r8/sidp/cope2n-ai-fi-sbt:{{tag}} networks: - ctel-sbt privileged: true environment: - CELERY_BROKER=amqp://${RABBITMQ_DEFAULT_USER}:${RABBITMQ_DEFAULT_PASS}@rabbitmq-sbt:5672 - - CUDA_VISIBLE_DEVICES=0 - volumes: - - ./cope2n-ai-fi:/workspace/cope2n-ai-fi # for dev container only working_dir: /workspace/cope2n-ai-fi - # deploy: - # resources: - # reservations: - # devices: - # - driver: nvidia - # count: 1 - # capabilities: [gpu] - # command: bash -c "tail -f > /dev/null" command: bash run.sh deploy: mode: replicated - replicas: 1 - - cope2n-fi-sbt-2: - build: - context: cope2n-ai-fi - shm_size: 10gb - dockerfile: Dockerfile - shm_size: 10gb - restart: always - networks: - - ctel-sbt - privileged: true - environment: - - CELERY_BROKER=amqp://${RABBITMQ_DEFAULT_USER}:${RABBITMQ_DEFAULT_PASS}@rabbitmq-sbt:5672 - - CUDA_VISIBLE_DEVICES=0 - volumes: - - ./cope2n-ai-fi:/workspace/cope2n-ai-fi # for dev container only - working_dir: /workspace/cope2n-ai-fi - # deploy: - # resources: - # reservations: - # devices: - # - driver: nvidia - # count: 1 - # capabilities: [gpu] - # command: bash -c "tail -f > /dev/null" - command: bash run.sh - deploy: - mode: replicated - replicas: 1 + replicas: 2 # Back-end services be-ctel-sbt: - build: - context: cope2n-api - dockerfile: Dockerfile environment: - MEDIA_ROOT=${MEDIA_ROOT} - DB_ENGINE=${DB_ENGINE} @@ -97,12 +52,15 @@ services: - S3_SECRET_KEY=${S3_SECRET_KEY} - S3_BUCKET_NAME=${S3_BUCKET_NAME} restart: always + mem_limit: 10gb + image: public.ecr.aws/v4n9y6r8/sidp/cope2n-be-fi-sbt:{{tag}} networks: - ctel-sbt volumes: - ${HOST_MEDIA_FOLDER}:${MEDIA_ROOT} - ./data/static:/app/static - ./cope2n-api:/app + working_dir: /app depends_on: db-sbt: @@ -144,14 +102,12 @@ services: result-cache: image: redis:6.2-alpine restart: always + mem_limit: 10gb command: redis-server --save 20 1 --loglevel warning networks: - ctel-sbt be-celery-sbt: - build: - context: cope2n-api - dockerfile: Dockerfile environment: - MEDIA_ROOT=${MEDIA_ROOT} - PYTHONPATH=${PYTHONPATH}:/app # For import module @@ -178,6 +134,7 @@ services: - REDIS_HOST=result-cache - REDIS_PORT=6379 restart: always + image: public.ecr.aws/v4n9y6r8/sidp/cope2n-be-fi-sbt:{{tag}} networks: - ctel-sbt depends_on: @@ -187,7 +144,6 @@ services: condition: service_started volumes: - ${HOST_MEDIA_FOLDER}:${MEDIA_ROOT} - - ./cope2n-api:/app working_dir: /app command: sh -c "celery -A fwd_api.celery_worker.worker worker -l INFO -c 8" @@ -205,6 +161,7 @@ services: - POSTGRES_USER=${DB_USER} - POSTGRES_PASSWORD=${DB_PASSWORD} - POSTGRES_DB=${DB_SCHEMA} + profiles: ["local"] rabbitmq-sbt: mem_reservation: 600m @@ -220,11 +177,9 @@ services: # Front-end services fe-sbt: restart: always - build: - context: cope2n-fe - shm_size: 10gb - dockerfile: Dockerfile + mem_limit: 4gb shm_size: 10gb + image: public.ecr.aws/v4n9y6r8/sidp/cope2n-fe-fi-sbt:{{tag}} privileged: true ports: - ${SIDP_SERVICE_PORT:-9881}:80 @@ -243,3 +198,4 @@ services: volumes: db_data: + BE_static: diff --git a/speedtest_sync_periodically.py b/speedtest_sync_periodically.py new file mode 100644 index 0000000..abc58a2 --- /dev/null +++ b/speedtest_sync_periodically.py @@ -0,0 +1,163 @@ +import requests +import time +import argparse +import multiprocessing +import tqdm +import random +import traceback + + +parser = argparse.ArgumentParser() +parser.add_argument("--host", dest="host", default="https://sbt.idp.sdsrv.ai", required=False) +parser.add_argument("-u", "--username", help="Username to connect to server", required=True) +parser.add_argument("-p", "--password", help="Password to connect to server", required=True) +parser.add_argument("--num_requests", type=int, help="Number of requests", required=False, default=100) +parser.add_argument("--num_workers", type=int, help="Number of workers", required=False, default=3) +parser.add_argument("--checking_interval", type=float, help="Interval result checking time", required=False, default=0.5) +args = parser.parse_args() + +PROCESSING_TIMEOUT = 60 + + +# ================================================================= +# GET THE TOKEN +response = requests.post(f'{args.host}/api/ctel/login/', json={ + 'username': args.username, + 'password': args.password +}) +try: + token = response.json()['token'] +except: + print("Failed to login") + print(response.content) +# After the login, store the token in the memory (RAM) or DB +# Re-login to issue a new token after 6 days. +# ================================================================= + +def process_file(data): + files, token = data + num_files = len(files) + files.append( + ('processType', (None, 12)), + ) + # ================================================================= + # UPLOAD THE FILE + start_time = time.time() + try: + response = requests.post(f'{args.host}/api/ctel/images/process_sync/', headers={ + 'Authorization': token, + }, files=files, timeout=300) + except requests.exceptions.Timeout: + print("Timeout occurred while uploading") + return { + "success": False, + "status": "timeout", + "upload_time": 0, + "process_time": 0, + "num_files": 0, + } + except Exception as e: + print(e) + traceback.print_exc() + print("Unknown exception occurred while uploading") + return { + "success": False, + "status": "unknown error", + "upload_time": 0, + "process_time": 0, + "num_files": 0, + } + end_time = time.time() + upload_time = end_time - start_time + # ================================================================= + + try: + data = response.json() + data.pop("files", None) + print(data) + except: + print(response.content) + return { + "success": False, + "status": "timeout", + "upload_time": 0, + "process_time": 0, + "num_files": 0, + } + return { + "success": True, + "status": 200, + "upload_time": upload_time, + "process_time": upload_time, + "num_files": num_files, + } + +# invoice_files = [ +# ('invoice_file', ('invoice.pdf', open("test_samples/20220303025923NHNE_20220222_Starhub_Order_Confirmation_by_Email.pdf", "rb").read())), +# ] +invoice_files = [ + ('invoice_file', ('invoice.jpg', open("test_samples/sbt/invoice.jpg", "rb").read())), +] +imei_files = [ + ('imei_files', ("test_samples/sbt/imei1.jpg", open("test_samples/sbt/imei1.jpg", "rb").read())), + ('imei_files', ("test_samples/sbt/imei2.jpg", open("test_samples/sbt/imei2.jpg", "rb").read())), +] +# imei_files = [ +# ('imei_files', ("test_samples/sbt/imei1.jpg", open("test_samples/sbt/imei1.jpg", "rb").read())), +# ('imei_files', ("test_samples/sbt/imei2.jpg", open("test_samples/sbt/imei2.jpg", "rb").read())), +# ] +def get_imei_files(): + # num_files = random.randint(1, len(imei_files) + 1) + num_files = 2 + print("Num imeis", num_files) + files = imei_files[:num_files] + # print("Num of imei files:", len(files)) + return files +def get_files(): + return invoice_files + get_imei_files() +def gen_input(num_input): + last = time.time() + rate = 60/(12/3) + for _ in range(num_input): + interval = rate-(time.time()-last) + if interval > 0: + print(f"[INFO]: sleep for {interval}") + time.sleep(interval) + last = time.time() + yield (get_files(), token) +pool = multiprocessing.Pool(processes=args.num_workers*5) +results = [] +for result in tqdm.tqdm(pool.imap_unordered(process_file, gen_input(num_input=args.num_requests)), total=args.num_requests): + results.append(result) + +print("## TEST REPORT #################################") +print("Number of requests: {}".format(args.num_requests)) +print("Number of concurrent requests: {}".format(args.num_workers)) +print("Number of files: 1 invoice, 1-5 imei files (random)") +print("Query time interval for result: {:.3f}s ".format(args.checking_interval)) +print("--------------------------------------") +print("SUCCESS RATE") +counter = {} +for result in results: + counter[result["status"]] = counter.get(result["status"], 0) + 1 +total_requests = sum(counter.values()) +print("Success rate: {}".format(counter.get(200, 0) / total_requests if total_requests > 0 else -1)) +print("Statuses:", counter) +print("--------------------------------------") +print("TIME BY REQUEST") +uploading_time = [x["upload_time"] for x in results if x["success"]] +if len(uploading_time) == 0: + print("No valid uploading time") + print("Check the results!") +processing_time = [x["process_time"] for x in results if x["success"]] +print("Uploading time (Avg / Min / Max): {:.3f}s {:.3f}s {:.3f}s".format(sum(uploading_time) / len(uploading_time), min(uploading_time), max(uploading_time))) +print("Processing time (Avg / Min / Max): {:.3f}s {:.3f}s {:.3f}s".format(sum(processing_time) / len(processing_time), min(processing_time), max(processing_time))) +print("--------------------------------------") +print("TIME BY IMAGE") +uploading_time = [x["upload_time"] for x in results if x["success"]] +processing_time = [x["process_time"] for x in results if x["success"]] +num_images = sum(x["num_files"] for x in results if x["success"]) +print("Total images:", num_images) +print("Uploading time: {:.3f}s".format(sum(uploading_time) / num_images)) +print("Processing time: {:.3f}s".format(sum(processing_time) / num_images)) +print("--------------------------------------")