test_table_ocr.py•4.97 kB
# Copyright (c) 2023 Baidu, Inc. All Rights Reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.
import unittest
import requests
import appbuilder
import os
from appbuilder.core._exception import InvalidRequestArgumentError
class TestTableOCR(unittest.TestCase):
def setUp(self):
"""
设置环境变量。
"""
self.table_ocr = appbuilder.TableOCR()
def test_run_with_raw_image(self):
"""
使用原始图片进行单测
Args:
None
Returns:
None
"""
image_url = "https://bj.bcebos.com/v1/appbuilder/table_ocr_test.png?" \
"authorization=bce-auth-v1%2FALTAKGa8m4qCUasgoljdEDAzLm%2F2024" \
"-01-24T12%3A37%3A09Z%2F-1%2Fhost%2Fab528a5a9120d328dc6d18c6" \
"064079145ff4698856f477b820147768fc2187d3"
raw_image = requests.get(image_url).content
# Create message with raw_image
message = appbuilder.Message(content={"raw_image": raw_image})
# Table ocr
output = self.table_ocr.run(message)
# Assert output is not None
self.assertIsNotNone(output)
def test_run_with_url(self):
"""
使用图片 URL 进行单测
Args:
None
Returns:
None
"""
image_url = "https://bj.bcebos.com/v1/appbuilder/table_ocr_test.png?" \
"authorization=bce-auth-v1%2FALTAKGa8m4qCUasgoljdEDAzLm%2F2024" \
"-01-24T12%3A37%3A09Z%2F-1%2Fhost%2Fab528a5a9120d328dc6d18c6" \
"064079145ff4698856f477b820147768fc2187d3"
# Create message with image URL
message = appbuilder.Message(content={"url": image_url})
# Table ocr
output = self.table_ocr.run(message)
# Assert output is not None
self.assertIsNotNone(output)
def test_run_with_timeout_and_retry(self):
"""
测试run方法，timeout、retry参数
Args:
None
Returns:
None
"""
image_url = "https://bj.bcebos.com/v1/appbuilder/table_ocr_test.png?" \
"authorization=bce-auth-v1%2FALTAKGa8m4qCUasgoljdEDAzLm%2F2024" \
"-01-24T12%3A37%3A09Z%2F-1%2Fhost%2Fab528a5a9120d328dc6d18c6" \
"064079145ff4698856f477b820147768fc2187d3"
raw_image = requests.get(image_url).content
message = appbuilder.Message(content={"raw_image": raw_image})
# TableOCR with timeout and retry parameters
output = self.table_ocr.run(message, timeout=5.0, retry=3)
# Assert output is not None
self.assertIsNotNone(output)
def test_run_with_invalid_input(self):
"""
测试run函数在传入无效输入的情况下的行为。
Args:
None
Returns:
None
"""
# create empty message
message = appbuilder.Message(content={})
# Assert ValueError is raised
with self.assertRaises(ValueError):
self.table_ocr.run(message)
def test_run_with_invalid_url(self):
"""
测试run函数在传入无效URL的情况下的行为。
Args:
None
Returns:
None
"""
url = "http://example.com/invalid_url.jpg"
message = appbuilder.Message(content={"url": url})
with self.assertRaises(appbuilder.AppBuilderServerException):
self.table_ocr.run(message)
def test_tool_eval(self):
image_url = "https://bj.bcebos.com/v1/appbuilder/table_ocr_test.png?" \
"authorization=bce-auth-v1%2FALTAKGa8m4qCUasgoljdEDAzLm%2F2024" \
"-01-24T12%3A37%3A09Z%2F-1%2Fhost%2Fab528a5a9120d328dc6d18c6" \
"064079145ff4698856f477b820147768fc2187d3"
result=self.table_ocr.tool_eval(name='name',streaming=False,files=['test'])
with self.assertRaises(InvalidRequestArgumentError):
next(result)
result=self.table_ocr.tool_eval(
name='name',
streaming=True,
file_names=['test'],
file_urls={'test':image_url}
)
res=next(result)
self.assertEqual(res['visible_scope'],'llm')
res=next(result)
self.assertEqual(res['visible_scope'],'user')
if __name__ == '__main__':
unittest.main()