feat（新功能）:

fix（修复bug）:  图片生成服务优化，避免mq连接超时
docs（文档变更）:
refactor（重构）:
test(增加测试):

app/service/generate_image/agent_generate.py

@@ -1,72 +0,0 @@
-#!/usr/bin/env python
-# -*- coding: UTF-8 -*-
-"""
-@Project ：trinity_client
-@File    ：service_att_recognition.py
-@Author  ：周成融
-@Date    ：2023/7/26 12:01:05
-@detail  ：
-"""
-import io
-import logging
-from datetime import timedelta
-
-import cv2
-import numpy as np
-import tritonclient.grpc as grpcclient
-from minio import Minio
-from tritonclient.utils import np_to_triton_dtype
-
-from app.core.config import *
-from app.service.utils.oss_client import oss_upload_image
-
-logger = logging.getLogger()
-
-
-class GenerateImage:
-    def __init__(self):
-        self.grpc_client = grpcclient.InferenceServerClient(url=GI_MODEL_URL)
-        self.image = np.random.randint(0, 256, (1024, 1024, 3), dtype=np.uint8)
-        self.batch_size = 1
-        self.mode = 'txt2img'
-        self.minio_client = Minio(MINIO_URL, access_key=MINIO_ACCESS, secret_key=MINIO_SECRET, secure=MINIO_SECURE)
-
-    def get_result(self, prompt):
-        prompts = [prompt] * self.batch_size
-        modes = [self.mode] * self.batch_size
-        images = [self.image.astype(np.float16)] * self.batch_size
-
-        text_obj = np.array(prompts, dtype="object").reshape((-1, 1))
-        mode_obj = np.array(modes, dtype="object").reshape((-1, 1))
-        image_obj = np.array(images, dtype=np.float16).reshape((-1, 1024, 1024, 3))
-
-        input_text = grpcclient.InferInput("prompt", text_obj.shape, np_to_triton_dtype(text_obj.dtype))
-        input_image = grpcclient.InferInput("input_image", image_obj.shape, np_to_triton_dtype(image_obj.dtype))
-        input_mode = grpcclient.InferInput("mode", mode_obj.shape, np_to_triton_dtype(mode_obj.dtype))
-
-        input_text.set_data_from_numpy(text_obj)
-        input_image.set_data_from_numpy(image_obj)
-        input_mode.set_data_from_numpy(mode_obj)
-
-        inputs = [input_text, input_image, input_mode]
-        result = self.grpc_client.infer(model_name=GI_MODEL_NAME, inputs=inputs)
-        image = result.as_numpy("generated_image")
-        image_result = cv2.cvtColor(np.squeeze(image.astype(np.uint8)), cv2.COLOR_RGB2BGR)
-        _, img_byte_array = cv2.imencode('.jpg', image_result)
-        byte_stream = io.BytesIO(img_byte_array)
-        byte_stream.seek(0)
-
-        # object_name = f'test.jpg'
-        # req = oss_upload_image(bucket='test', object_name=object_name, image_bytes=img_byte_array)
-        # url = self.minio_client.get_presigned_url(
-        #     "GET",
-        #     "test",
-        #     object_name,
-        #     expires=timedelta(hours=2),
-        # )
-        return byte_stream
-
-
-if __name__ == '__main__':
-    server = GenerateImage()
-    print(server.get_result("rabbit"))

app/service/generate_image/service_generate_image.py

@@ -21,6 +21,7 @@ from tritonclient.utils import np_to_triton_dtype
 from app.core.config import *
 from app.schemas.generate_image import GenerateImageModel
 from app.service.generate_image.utils.image_processing import remove_background, stain_detection, generate_category_recognition, autoLevels, luminance_adjust
+from app.service.generate_image.utils.mq import publish_status
 from app.service.generate_image.utils.upload_sd_image import upload_png_sd
 from app.service.utils.oss_client import oss_get_image
 
@@ -29,12 +30,6 @@ logger = logging.getLogger()
 
 class GenerateImage:
     def __init__(self, request_data):
-        if DEBUG is False:
-            self.connection = pika.BlockingConnection(pika.ConnectionParameters(**RABBITMQ_PARAMS))
-            self.channel = self.connection.channel()
-        # self.connection = pika.BlockingConnection(pika.ConnectionParameters(**RABBITMQ_PARAMS))
-        # self.channel = self.connection.channel()
-        # self.minio_client = Minio(MINIO_URL, access_key=MINIO_ACCESS, secret_key=MINIO_SECRET, secure=MINIO_SECURE)
         self.version = request_data.version
         if request_data.version == "fast":
             self.grpc_client = grpcclient.InferenceServerClient(url=FAST_GI_MODEL_URL)
@@ -161,7 +156,6 @@ class GenerateImage:
             generate_data = None
             while time_out > 0:
                 generate_data, _ = self.read_tasks_status()
-                # logger.info(generate_data)
                 if generate_data['status'] in ["REVOKED", "FAILURE"]:
                     ctx.cancel()
                     break
@@ -169,7 +163,6 @@ class GenerateImage:
                     break
                 time_out -= 1
                 time.sleep(0.1)
-                # logger.info(time_out, generate_data)
             return generate_data
         except Exception as e:
             self.generate_data['status'] = "FAILURE"
@@ -178,11 +171,8 @@ class GenerateImage:
             raise Exception(str(e))
         finally:
             dict_generate_data, str_generate_data = self.read_tasks_status()
-            if DEBUG is False:
-                self.channel.basic_publish(exchange='', routing_key=GI_RABBITMQ_QUEUES, body=str_generate_data)
-                self.connection.close()
-            # self.channel.basic_publish(exchange='', routing_key=GI_RABBITMQ_QUEUES, body=str_generate_data)
-            logger.info(f" [x] Sent {json.dumps(dict_generate_data, indent=4)}")
+            if not DEBUG:
+                publish_status(str_generate_data, GI_RABBITMQ_QUEUES)
 
 
 def infer_cancel(tasks_id):

app/service/generate_image/service_generate_multi_view.py

@@ -17,6 +17,7 @@ import tritonclient.grpc as grpcclient
 
 from app.core.config import *
 from app.schemas.generate_image import GenerateMultiViewModel
+from app.service.generate_image.utils.mq import publish_status
 from app.service.generate_image.utils.upload_sd_image import upload_png_sd
 from app.service.utils.oss_client import oss_get_image
 
@@ -25,14 +26,7 @@ logger = logging.getLogger()
 
 class GenerateMultiView:
     def __init__(self, request_data):
-        if DEBUG is False:
-            self.connection = pika.BlockingConnection(pika.ConnectionParameters(**RABBITMQ_PARAMS))
-            self.channel = self.connection.channel()
-        # self.connection = pika.BlockingConnection(pika.ConnectionParameters(**RABBITMQ_PARAMS))
-        # self.channel = self.connection.channel()
-        # self.minio_client = Minio(MINIO_URL, access_key=MINIO_ACCESS, secret_key=MINIO_SECRET, secure=MINIO_SECURE)
         self.grpc_client = grpcclient.InferenceServerClient(url=GMV_MODEL_URL)
-
         self.redis_client = redis.StrictRedis(host=REDIS_HOST, port=REDIS_PORT, db=REDIS_DB, decode_responses=True)
         self.image = self.get_image(request_data.image_url)
         self.tasks_id = request_data.tasks_id
@@ -52,16 +46,11 @@ class GenerateMultiView:
         if error:
             self.generate_data['status'] = "FAILURE"
             self.generate_data['message'] = str(error)
-            # self.generate_data['data'] = str(error)
             self.redis_client.set(self.tasks_id, json.dumps(self.generate_data))
         else:
             # pil图像转成numpy数组
             images = result.as_numpy("generated_image")
-            # for id, img in enumerate(images):
-            #     cv2.imwrite(f"{id}.png", img)
-            # image_url = ""
             image_url = upload_png_sd(images[6], user_id=self.user_id, category="multi_view", file_name=f"{self.tasks_id}.png")
-            # logger.info(f"upload image SUCCESS ： {image_url}")
             self.generate_data['status'] = "SUCCESS"
             self.generate_data['message'] = "success"
             self.generate_data['image_url'] = str(image_url)
@@ -103,11 +92,8 @@ class GenerateMultiView:
             raise Exception(str(e))
         finally:
             dict_generate_data, str_generate_data = self.read_tasks_status()
-            if DEBUG is False:
-                self.channel.basic_publish(exchange='', routing_key=GMV_RABBITMQ_QUEUES, body=str_generate_data)
-                self.connection.close()
-            # self.channel.basic_publish(exchange='', routing_key=GI_RABBITMQ_QUEUES, body=str_generate_data)
-            logger.info(f" [x] Sent {json.dumps(dict_generate_data, indent=4)}")
+            if not DEBUG:
+                publish_status(str_generate_data, GMV_RABBITMQ_QUEUES)
 
 
 def infer_cancel(tasks_id):

app/service/generate_image/service_generate_product_image.py

@@ -212,6 +212,7 @@ from tritonclient.utils import np_to_triton_dtype
 
 from app.core.config import *
 from app.schemas.generate_image import GenerateProductImageModel
+from app.service.generate_image.utils.mq import publish_status
 from app.service.generate_image.utils.upload_sd_image import upload_SDXL_image
 from app.service.utils.oss_client import oss_get_image
 
@@ -220,12 +221,6 @@ logger = logging.getLogger()
 
 class GenerateProductImage:
     def __init__(self, request_data):
-        if DEBUG is False:
-            self.connection = pika.BlockingConnection(pika.ConnectionParameters(**RABBITMQ_PARAMS))
-            self.channel = self.connection.channel()
-        # self.connection = pika.BlockingConnection(pika.ConnectionParameters(**RABBITMQ_PARAMS))
-        # self.channel = self.connection.channel()
-        # self.minio_client = Minio(MINIO_URL, access_key=MINIO_ACCESS, secret_key=MINIO_SECRET, secure=MINIO_SECURE)
         self.grpc_client = grpcclient.InferenceServerClient(url=GPI_MODEL_URL)
         self.redis_client = redis.StrictRedis(host=REDIS_HOST, port=REDIS_PORT, db=REDIS_DB, decode_responses=True)
         self.category = "product_image"
@@ -318,10 +313,8 @@ class GenerateProductImage:
             raise Exception(str(e))
         finally:
             dict_gen_product_data, str_gen_product_data = self.read_tasks_status()
-            if DEBUG is False:
-                self.channel.basic_publish(exchange='', routing_key=GPI_RABBITMQ_QUEUES, body=str_gen_product_data)
-                self.connection.close()
-            logger.info(f" [x] Sent to： {GPI_RABBITMQ_QUEUES} data：@@@@  {json.dumps(dict_gen_product_data, indent=4)}")
+            if not DEBUG:
+                publish_status(str_gen_product_data, GPI_RABBITMQ_QUEUES)
 
 
 def infer_cancel(tasks_id):

app/service/generate_image/service_generate_relight_image.py

@@ -20,6 +20,7 @@ from tritonclient.utils import np_to_triton_dtype
 
 from app.core.config import *
 from app.schemas.generate_image import GenerateRelightImageModel
+from app.service.generate_image.utils.mq import publish_status
 from app.service.generate_image.utils.upload_sd_image import upload_SDXL_image
 from app.service.utils.oss_client import oss_get_image
 
@@ -28,10 +29,6 @@ logger = logging.getLogger()
 
 class GenerateRelightImage:
     def __init__(self, request_data):
-        if DEBUG is False:
-            self.connection = pika.BlockingConnection(pika.ConnectionParameters(**RABBITMQ_PARAMS))
-            self.channel = self.connection.channel()
-        # self.minio_client = Minio(MINIO_URL, access_key=MINIO_ACCESS, secret_key=MINIO_SECRET, secure=MINIO_SECURE)
         self.grpc_client = grpcclient.InferenceServerClient(url=GRI_MODEL_URL)
         self.redis_client = redis.StrictRedis(host=REDIS_HOST, port=REDIS_PORT, db=REDIS_DB, decode_responses=True)
         self.category = "relight_image"
@@ -137,10 +134,8 @@ class GenerateRelightImage:
             raise Exception(str(e))
         finally:
             dict_gen_product_data, str_gen_product_data = self.read_tasks_status()
-            if DEBUG is False:
-                self.channel.basic_publish(exchange='', routing_key=GRI_RABBITMQ_QUEUES, body=str_gen_product_data)
-                self.connection.close()
-            logger.info(f" [x] Sent to： {GRI_RABBITMQ_QUEUES} data：@@@@  {json.dumps(dict_gen_product_data, indent=4)}")
+            if not DEBUG:
+                publish_status(str_gen_product_data, GRI_RABBITMQ_QUEUES)
 
 
 def infer_cancel(tasks_id):

app/service/generate_image/service_generate_single_logo.py

@@ -21,6 +21,7 @@ from tritonclient.utils import np_to_triton_dtype
 from app.core.config import *
 import tritonclient.grpc as grpcclient
 from app.schemas.generate_image import GenerateSingleLogoImageModel
+from app.service.generate_image.utils.mq import publish_status
 from app.service.generate_image.utils.upload_sd_image import upload_png_sd, upload_SDXL_image
 
 logger = logging.getLogger()
@@ -28,10 +29,6 @@ logger = logging.getLogger()
 
 class GenerateSingleLogoImage:
     def __init__(self, request_data):
-        if DEBUG is False:
-            self.connection = pika.BlockingConnection(pika.ConnectionParameters(**RABBITMQ_PARAMS))
-            self.channel = self.connection.channel()
-        self.minio_client = Minio(MINIO_URL, access_key=MINIO_ACCESS, secret_key=MINIO_SECRET, secure=MINIO_SECURE)
         self.grpc_client = grpcclient.InferenceServerClient(url=GSL_MODEL_URL)
         self.redis_client = redis.StrictRedis(host=REDIS_HOST, port=REDIS_PORT, db=REDIS_DB, decode_responses=True)
         self.batch_size = 1
@@ -96,10 +93,8 @@ class GenerateSingleLogoImage:
             raise Exception(str(e))
         finally:
             dict_generate_data, str_generate_data = self.read_tasks_status()
-            if DEBUG is False:
-                self.channel.basic_publish(exchange='', routing_key=GI_RABBITMQ_QUEUES, body=str_generate_data)
-                self.connection.close()
-            logger.info(f" [x] Sent {json.dumps(dict_generate_data, indent=4)}")
+            if not DEBUG:
+                publish_status(str_generate_data, GI_RABBITMQ_QUEUES)
 
 
 def infer_cancel(tasks_id):

app/service/generate_image/service_pose_transform.py

@@ -21,6 +21,7 @@ from tritonclient.utils import np_to_triton_dtype
 
 from app.core.config import *
 from app.schemas.pose_transform import PoseTransformModel
+from app.service.generate_image.utils.mq import publish_status
 from app.service.generate_image.utils.pose_transform_upload import upload_gif, upload_video, upload_first_image
 from app.service.utils.oss_client import oss_get_image
 
@@ -114,23 +115,12 @@ class PoseTransformService:
             raise Exception(str(e))
         finally:
             dict_pose_transform_data, str_pose_transform_data = self.read_tasks_status()
-            if DEBUG is False:
-                publish_status(str_pose_transform_data)
+            if not DEBUG:
+                publish_status(json.dumps(str_pose_transform_data), PS_RABBITMQ_QUEUES)
             logger.info(
                 f" [x] Sent to： {PS_RABBITMQ_QUEUES} data：@@@@  {json.dumps(dict_pose_transform_data, indent=4)}")
 
 
-def publish_status(message):
-    connection = pika.BlockingConnection(pika.ConnectionParameters(**RABBITMQ_PARAMS))
-    channel = connection.channel()
-    channel.queue_declare(queue=PS_RABBITMQ_QUEUES, durable=True)
-    channel.basic_publish(exchange='',
-                          routing_key=PS_RABBITMQ_QUEUES,
-                          body=json.dumps(message),
-                          properties=pika.BasicProperties(
-                              delivery_mode=2,
-                          ))
-    connection.close()
 
 
 def infer_cancel(tasks_id):

app/service/generate_image/utils/mq.py

@@ -0,0 +1,23 @@
+import json
+
+import pika
+import logging
+
+from app.core.config import RABBITMQ_PARAMS
+
+logger = logging.getLogger(__name__)
+
+
+def publish_status(message, queue_name):
+    connection = pika.BlockingConnection(pika.ConnectionParameters(**RABBITMQ_PARAMS))
+    channel = connection.channel()
+    channel.queue_declare(queue=queue_name, durable=True)
+    channel.basic_publish(exchange='',
+                          routing_key=queue_name,
+                          body=message,
+                          properties=pika.BasicProperties(
+                              delivery_mode=2,
+                          ))
+    connection.close()
+
+    logger.info(f" [x] Queue : {queue_name} | Sent message : {json.dumps(json.loads(message), indent=4)}")