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# -*- coding: utf-8 -*-
# @Time : 2024/9/14 8:50
# @Project : FasterLivePortrait
# @FileName: test_api.py
import os
import requests
import zipfile
from io import BytesIO
import datetime
import json
def test_with_pickle_animal():
try:
data = {
'flag_is_animal': True,
'flag_pickle': True,
'flag_relative_input': True,
'flag_do_crop_input': True,
'flag_remap_input': True,
'driving_multiplier': 1.0,
'flag_stitching': True,
'flag_crop_driving_video_input': True,
'flag_video_editing_head_rotation': False,
'scale': 2.3,
'vx_ratio': 0.0,
'vy_ratio': -0.125,
'scale_crop_driving_video': 2.2,
'vx_ratio_crop_driving_video': 0.0,
'vy_ratio_crop_driving_video': -0.1,
'driving_smooth_observation_variance': 1e-7
}
source_image_path = "./assets/examples/source/s39.jpg"
driving_pickle_path = "./assets/examples/driving/d8.pkl"
# 打开文件
files = {
'source_image': open(source_image_path, 'rb'),
'driving_pickle': open(driving_pickle_path, 'rb')
}
# 发送 POST 请求
response = requests.post("http://127.0.0.1:9871/predict/", files=files, data=data)
response.raise_for_status()
with zipfile.ZipFile(BytesIO(response.content), "r") as zip_ref:
# save files for each request in a different folder
dt = datetime.datetime.now()
ts = int(dt.timestamp())
tgt = f"./results/api_{ts}/"
os.makedirs(tgt, exist_ok=True)
zip_ref.extractall(tgt)
print("Extracted files into", tgt)
except requests.exceptions.RequestException as e:
print(f"Request Error: {e}")
def test_with_video_animal():
try:
data = {
'flag_is_animal': True,
'flag_pickle': False,
'flag_relative_input': True,
'flag_do_crop_input': True,
'flag_remap_input': True,
'driving_multiplier': 1.0,
'flag_stitching': True,
'flag_crop_driving_video_input': True,
'flag_video_editing_head_rotation': False,
'scale': 2.3,
'vx_ratio': 0.0,
'vy_ratio': -0.125,
'scale_crop_driving_video': 2.2,
'vx_ratio_crop_driving_video': 0.0,
'vy_ratio_crop_driving_video': -0.1,
'driving_smooth_observation_variance': 1e-7
}
source_image_path = "./assets/examples/source/s39.jpg"
driving_video_path = "./assets/examples/driving/d0.mp4"
files = {
'source_image': open(source_image_path, 'rb'),
'driving_video': open(driving_video_path, 'rb')
}
response = requests.post("http://127.0.0.1:9871/predict/", files=files, data=data)
response.raise_for_status()
with zipfile.ZipFile(BytesIO(response.content), "r") as zip_ref:
# save files for each request in a different folder
dt = datetime.datetime.now()
ts = int(dt.timestamp())
tgt = f"./results/api_{ts}/"
os.makedirs(tgt, exist_ok=True)
zip_ref.extractall(tgt)
print("Extracted files into", tgt)
except requests.exceptions.RequestException as e:
print(f"Request Error: {e}")
def test_with_video_human():
try:
data = {
'flag_is_animal': False,
'flag_pickle': False,
'flag_relative_input': True,
'flag_do_crop_input': True,
'flag_remap_input': True,
'driving_multiplier': 1.0,
'flag_stitching': True,
'flag_crop_driving_video_input': True,
'flag_video_editing_head_rotation': False,
'scale': 2.3,
'vx_ratio': 0.0,
'vy_ratio': -0.125,
'scale_crop_driving_video': 2.2,
'vx_ratio_crop_driving_video': 0.0,
'vy_ratio_crop_driving_video': -0.1,
'driving_smooth_observation_variance': 1e-7
}
source_image_path = "./assets/examples/source/s11.jpg"
driving_video_path = "./assets/examples/driving/d0.mp4"
files = {
'source_image': open(source_image_path, 'rb'),
'driving_video': open(driving_video_path, 'rb')
}
response = requests.post("http://127.0.0.1:9871/predict/", files=files, data=data)
response.raise_for_status()
with zipfile.ZipFile(BytesIO(response.content), "r") as zip_ref:
# save files for each request in a different folder
dt = datetime.datetime.now()
ts = int(dt.timestamp())
tgt = f"./results/api_{ts}/"
os.makedirs(tgt, exist_ok=True)
zip_ref.extractall(tgt)
print("Extracted files into", tgt)
except requests.exceptions.RequestException as e:
print(f"Request Error: {e}")
if __name__ == '__main__':
test_with_video_animal()
# test_with_pickle_animal()
# test_with_video_human()
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