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AiDA_Python/app/service/design/utils/upload_image.py

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#!/usr/bin/env python
# -*- coding: UTF-8 -*-
"""
@Project trinity_client
@File upload_image.py
@Author 周成融
@Date 2023/8/28 13:49:20
@detail
"""
import io
import logging
import time
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# import boto3
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import cv2
from minio import Minio
from app.core.config import *
from app.service.utils.decorator import RunTime
minio_client = Minio(
f"{MINIO_URL}",
access_key=MINIO_ACCESS,
secret_key=MINIO_SECRET,
secure=MINIO_SECURE)
"""S3 上传"""
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# s3 = boto3.client('s3', aws_access_key_id=S3_ACCESS_KEY, aws_secret_access_key=S3_AWS_SECRET_ACCESS_KEY, region_name=S3_REGION_NAME)
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@RunTime
def upload_png_mask(front_image, object_name, mask=None):
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mask_url = None
if mask is not None:
# 反转掩模
mask_inverted = cv2.bitwise_not(mask)
# 将掩模转换为 RGBA 格式
rgba_image = cv2.cvtColor(mask_inverted, cv2.COLOR_BGR2BGRA)
rgba_image[rgba_image[:, :, 0] == 0] = [0, 0, 0, 0]
# 将图像数据保存到内存中的 BytesIO 对象中
image_bytes = io.BytesIO()
image_bytes.write(cv2.imencode('.png', rgba_image)[1].tobytes())
image_bytes.seek(0)
try:
key = f"mask/mask_{object_name}.png"
mask_url = f"{AIDA_CLOTHING}/{key}"
s3.put_object(Bucket=AIDA_CLOTHING, Key=key, Body=image_bytes, ContentType='image/png')
except Exception as e:
print(f'上传到 S3 失败: {e}')
with io.BytesIO() as output:
front_image.save(output, format='PNG')
data = output.getvalue()
# 创建一个 S3 客户端
try:
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key = f"image/image_{object_name}.png"
image_url = f"{AIDA_CLOTHING}/{key}"
s3.put_object(Bucket=AIDA_CLOTHING, Key=key, Body=data, ContentType='image/png')
return front_image, image_url, mask_url
except Exception as e:
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print(f'上传到 S3 失败: {e}')
@RunTime
def upload_layer_image(image, object_name):
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with io.BytesIO() as output:
image.save(output, format='PNG')
data = output.getvalue()
# 创建一个 S3 客户端
try:
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key = f"image/image_{object_name}.png"
image_url = f"{AIDA_CLOTHING}/{key}"
s3.put_object(Bucket=AIDA_CLOTHING, Key=key, Body=data, ContentType='image/png')
return image_url
except Exception as e:
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print(f'上传到 S3 失败: {e}')
@RunTime
def upload_mask_image(mask, object_name):
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# 反转掩模
mask_inverted = cv2.bitwise_not(mask)
# 将掩模转换为 RGBA 格式
rgba_image = cv2.cvtColor(mask_inverted, cv2.COLOR_BGR2BGRA)
rgba_image[rgba_image[:, :, 0] == 0] = [0, 0, 0, 0]
# 将图像数据保存到内存中的 BytesIO 对象中
image_bytes = io.BytesIO()
image_bytes.write(cv2.imencode('.png', rgba_image)[1].tobytes())
image_bytes.seek(0)
try:
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key = f"mask/mask_{object_name}.png"
mask_url = f"{AIDA_CLOTHING}/{key}"
s3.put_object(Bucket=AIDA_CLOTHING, Key=key, Body=image_bytes, ContentType='image/png')
return mask_url
except Exception as e:
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print(f'上传到 S3 失败: {e}')
"""minio 上传"""
# @RunTime
# def upload_png_mask(front_image, object_name, mask=None):
# start_time = time.time()
# try:
# mask_url = None
# if mask is not None:
# mask_inverted = cv2.bitwise_not(mask)
# # 将掩模的3通道转换为4通道白色部分不透明黑色部分透明
# rgba_image = cv2.cvtColor(mask_inverted, cv2.COLOR_BGR2BGRA)
# rgba_image[rgba_image[:, :, 0] == 0] = [0, 0, 0, 0]
# image_bytes = io.BytesIO()
# image_bytes.write(cv2.imencode('.png', rgba_image)[1].tobytes())
#
# image_bytes.seek(0)
# mask_url = f"{AIDA_CLOTHING}/{minio_client.put_object('aida-clothing', f'mask/mask_{object_name}.png', image_bytes, len(image_bytes.getvalue()), content_type='image/png').object_name}"
#
# image_data = io.BytesIO()
# front_image.save(image_data, format='PNG')
# image_data.seek(0)
# image_bytes = image_data.read()
# image_url = f"{AIDA_CLOTHING}/{minio_client.put_object('aida-clothing', f'image/image_{object_name}.png', io.BytesIO(image_bytes), len(image_bytes), content_type='image/png').object_name}"
# # print(f"upload_png_mask {object_name} = {time.time() - start_time}")
# return front_image, image_url, mask_url
# except Exception as e:
# logging.warning(f"upload_png_mask runtime exception : {e}")
#
#
# @RunTime
# def upload_layer_image(image, object_name):
# try:
# image_data = io.BytesIO()
# image.save(image_data, format='PNG')
# image_data.seek(0)
# image_bytes = image_data.read()
# image_url = f"{AIDA_CLOTHING}/{minio_client.put_object('aida-clothing', f'image/image_{object_name}.png', io.BytesIO(image_bytes), len(image_bytes), content_type='image/png').object_name}"
# return image_url
# except Exception as e:
# logging.warning(f"upload_png_mask runtime exception : {e}")
#
#
# @RunTime
# def upload_mask_image(mask, object_name):
# try:
# mask_inverted = cv2.bitwise_not(mask)
# # 将掩模的3通道转换为4通道白色部分不透明黑色部分透明
# rgba_image = cv2.cvtColor(mask_inverted, cv2.COLOR_BGR2BGRA)
# rgba_image[rgba_image[:, :, 0] == 0] = [0, 0, 0, 0]
# image_bytes = io.BytesIO()
# image_bytes.write(cv2.imencode('.png', rgba_image)[1].tobytes())
#
# image_bytes.seek(0)
# mask_url = f"{AIDA_CLOTHING}/{minio_client.put_object('aida-clothing', f'mask/mask_{object_name}.png', image_bytes, len(image_bytes.getvalue()), content_type='image/png').object_name}"
# return mask_url
# except Exception as e:
# logging.warning(f"upload_png_mask runtime exception : {e}")