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Merge branch 'main' of https://code.sdsdev.co.kr/dx-tan/SBT-IDP into feature/monitoring

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Viet Anh Nguyen 2023-12-25 10:10:32 +07:00
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cope2n-api/fwd_api/commands/init_database.py cope2n-api/fwd_api/commands/init_database.py
/data /data
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demo-ocr/

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DataBase/image_temp/ DataBase/image_temp/
DataBase/json_temp/ DataBase/json_temp/
DataBase/template.db DataBase/template.db
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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
<https://www.gnu.org/licenses/>.
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
<https://www.gnu.org/licenses/why-not-lgpl.html>.

4
cope2n-ai-fi/configs/sdsap_sbt/configs.py
View File

@ -29,7 +29,7 @@ kvu_model = {
"option": "sbt_v2", "option": "sbt_v2",
"model": { "model": {
"pretrained_model_path": "/workspace/cope2n-ai-fi/weights/layoutxlm-base", "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", "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-20231130-184433/checkpoints/best_model.pth" "checkpoint": "/workspace/cope2n-ai-fi/weights/models/sdsvkvu/key_value_understanding_for_sbt-20231219-143837/checkpoints/best_model.pth"
} }
} }

1
cope2n-ai-fi/modules/sdsvkie_ Submodule

@ -0,0 +1 @@
Subproject commit 8349a89de7fd8c9e6958907047d16bdc23a77adf

1
cope2n-ai-fi/modules/sdsvkv_oldu Submodule

@ -0,0 +1 @@
Subproject commit bdba044bb2eacac7c7cfe0e0f321196d03b681f6

2
cope2n-ai-fi/modules/sdsvkvu

@ -1 +1 @@
Subproject commit bdba044bb2eacac7c7cfe0e0f321196d03b681f6 Subproject commit a471c1018c17cc917d1723776bae81f829450f95

1
cope2n-ai-fi/modules/sdsvtd_ Submodule

@ -0,0 +1 @@
Subproject commit a9a796f843f6ad99977a8dcba02d65fe75225574

1
cope2n-ai-fi/modules/sdsvtr_ Submodule

@ -0,0 +1 @@
Subproject commit 2c788e9e2d7fe369869d474fbb22426a4ca84590

2
cope2n-api/Dockerfile
View File

@ -19,6 +19,6 @@ COPY --chown=${UID}:${GID} requirements.txt /app
WORKDIR /app WORKDIR /app
RUN pip install -r requirements.txt --no-cache-dir 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" ENV TZ="Asia/Ho_Chi_Minh"

107
deploy_images.py Normal file
View File

@ -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()

24
deploy_images.sh Executable file
View File

@ -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}

222
docker-compose-dev.yml Executable file
View File

@ -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:

68
docker-compose.yml
View File

@ -7,68 +7,23 @@ networks:
services: services:
cope2n-fi-sbt: cope2n-fi-sbt:
build:
context: cope2n-ai-fi
shm_size: 10gb
dockerfile: Dockerfile
shm_size: 10gb shm_size: 10gb
mem_limit: 10gb
restart: always restart: always
image: public.ecr.aws/v4n9y6r8/sidp/cope2n-ai-fi-sbt:{{tag}}
networks: networks:
- ctel-sbt - ctel-sbt
privileged: true privileged: true
environment: environment:
- CELERY_BROKER=amqp://${RABBITMQ_DEFAULT_USER}:${RABBITMQ_DEFAULT_PASS}@rabbitmq-sbt:5672 - 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 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 command: bash run.sh
deploy: deploy:
mode: replicated mode: replicated
replicas: 1 replicas: 2
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
# Back-end services # Back-end services
be-ctel-sbt: be-ctel-sbt:
build:
context: cope2n-api
dockerfile: Dockerfile
environment: environment:
- MEDIA_ROOT=${MEDIA_ROOT} - MEDIA_ROOT=${MEDIA_ROOT}
- DB_ENGINE=${DB_ENGINE} - DB_ENGINE=${DB_ENGINE}
@ -97,12 +52,15 @@ services:
- S3_SECRET_KEY=${S3_SECRET_KEY} - S3_SECRET_KEY=${S3_SECRET_KEY}
- S3_BUCKET_NAME=${S3_BUCKET_NAME} - S3_BUCKET_NAME=${S3_BUCKET_NAME}
restart: always restart: always
mem_limit: 10gb
image: public.ecr.aws/v4n9y6r8/sidp/cope2n-be-fi-sbt:{{tag}}
networks: networks:
- ctel-sbt - ctel-sbt
volumes: volumes:
- ${HOST_MEDIA_FOLDER}:${MEDIA_ROOT} - ${HOST_MEDIA_FOLDER}:${MEDIA_ROOT}
- ./data/static:/app/static - ./data/static:/app/static
- ./cope2n-api:/app - ./cope2n-api:/app
working_dir: /app working_dir: /app
depends_on: depends_on:
db-sbt: db-sbt:
@ -144,14 +102,12 @@ services:
result-cache: result-cache:
image: redis:6.2-alpine image: redis:6.2-alpine
restart: always restart: always
mem_limit: 10gb
command: redis-server --save 20 1 --loglevel warning command: redis-server --save 20 1 --loglevel warning
networks: networks:
- ctel-sbt - ctel-sbt
be-celery-sbt: be-celery-sbt:
build:
context: cope2n-api
dockerfile: Dockerfile
environment: environment:
- MEDIA_ROOT=${MEDIA_ROOT} - MEDIA_ROOT=${MEDIA_ROOT}
- PYTHONPATH=${PYTHONPATH}:/app # For import module - PYTHONPATH=${PYTHONPATH}:/app # For import module
@ -178,6 +134,7 @@ services:
- REDIS_HOST=result-cache - REDIS_HOST=result-cache
- REDIS_PORT=6379 - REDIS_PORT=6379
restart: always restart: always
image: public.ecr.aws/v4n9y6r8/sidp/cope2n-be-fi-sbt:{{tag}}
networks: networks:
- ctel-sbt - ctel-sbt
depends_on: depends_on:
@ -187,7 +144,6 @@ services:
condition: service_started condition: service_started
volumes: volumes:
- ${HOST_MEDIA_FOLDER}:${MEDIA_ROOT} - ${HOST_MEDIA_FOLDER}:${MEDIA_ROOT}
- ./cope2n-api:/app
working_dir: /app working_dir: /app
command: sh -c "celery -A fwd_api.celery_worker.worker worker -l INFO -c 8" command: sh -c "celery -A fwd_api.celery_worker.worker worker -l INFO -c 8"
@ -205,6 +161,7 @@ services:
- POSTGRES_USER=${DB_USER} - POSTGRES_USER=${DB_USER}
- POSTGRES_PASSWORD=${DB_PASSWORD} - POSTGRES_PASSWORD=${DB_PASSWORD}
- POSTGRES_DB=${DB_SCHEMA} - POSTGRES_DB=${DB_SCHEMA}
profiles: ["local"]
rabbitmq-sbt: rabbitmq-sbt:
mem_reservation: 600m mem_reservation: 600m
@ -220,11 +177,9 @@ services:
# Front-end services # Front-end services
fe-sbt: fe-sbt:
restart: always restart: always
build: mem_limit: 4gb
context: cope2n-fe
shm_size: 10gb
dockerfile: Dockerfile
shm_size: 10gb shm_size: 10gb
image: public.ecr.aws/v4n9y6r8/sidp/cope2n-fe-fi-sbt:{{tag}}
privileged: true privileged: true
ports: ports:
- ${SIDP_SERVICE_PORT:-9881}:80 - ${SIDP_SERVICE_PORT:-9881}:80
@ -243,3 +198,4 @@ services:
volumes: volumes:
db_data: db_data:
BE_static:

163
speedtest_sync_periodically.py Normal file
View File

@ -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("--------------------------------------")