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5ec19b5f53
### What problem does this PR solve? Added get_dataset and update_dataset API. Fixed delete_dataset. ### Type of change - [x] Bug Fix (non-breaking change which fixes an issue) - [x] New Feature (non-breaking change which adds functionality) - [x] Documentation Update
469 lines
19 KiB
Python
469 lines
19 KiB
Python
from api.settings import RetCode
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from test_sdkbase import TestSdk
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from ragflow import RAGFlow
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import pytest
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from common import API_KEY, HOST_ADDRESS
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from api.contants import NAME_LENGTH_LIMIT
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class TestDataset(TestSdk):
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"""
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This class contains a suite of tests for the dataset management functionality within the RAGFlow system.
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It ensures that the following functionalities as expected:
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1. create a kb
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2. list the kb
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3. get the detail info according to the kb id
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4. update the kb
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5. delete the kb
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"""
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def setup_method(self):
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"""
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Delete all the datasets.
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"""
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ragflow = RAGFlow(API_KEY, HOST_ADDRESS)
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listed_data = ragflow.list_dataset()
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listed_data = listed_data['data']
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listed_names = {d['name'] for d in listed_data}
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for name in listed_names:
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ragflow.delete_dataset(name)
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# -----------------------create_dataset---------------------------------
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def test_create_dataset_with_success(self):
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"""
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Test the creation of a new dataset with success.
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"""
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ragflow = RAGFlow(API_KEY, HOST_ADDRESS)
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# create a kb
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res = ragflow.create_dataset("kb1")
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assert res['code'] == RetCode.SUCCESS and res['message'] == 'success'
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def test_create_dataset_with_empty_name(self):
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"""
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Test the creation of a new dataset with an empty name.
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"""
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ragflow = RAGFlow(API_KEY, HOST_ADDRESS)
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res = ragflow.create_dataset("")
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assert res['message'] == 'Empty dataset name' and res['code'] == RetCode.DATA_ERROR
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def test_create_dataset_with_name_exceeding_limit(self):
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"""
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Test the creation of a new dataset with the length of name exceeding the limit.
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"""
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name = "k" * NAME_LENGTH_LIMIT + "b"
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ragflow = RAGFlow(API_KEY, HOST_ADDRESS)
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res = ragflow.create_dataset(name)
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assert (res['message'] == f"Dataset name: {name} with length {len(name)} exceeds {NAME_LENGTH_LIMIT}!"
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and res['code'] == RetCode.DATA_ERROR)
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def test_create_dataset_name_with_space_in_the_middle(self):
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"""
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Test the creation of a new dataset whose name has space in the middle.
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"""
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name = "k b"
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ragflow = RAGFlow(API_KEY, HOST_ADDRESS)
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res = ragflow.create_dataset(name)
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assert (res['code'] == RetCode.SUCCESS and res['message'] == 'success')
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def test_create_dataset_name_with_space_in_the_head(self):
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"""
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Test the creation of a new dataset whose name has space in the head.
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"""
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name = " kb"
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ragflow = RAGFlow(API_KEY, HOST_ADDRESS)
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res = ragflow.create_dataset(name)
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assert (res['code'] == RetCode.SUCCESS and res['message'] == 'success')
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def test_create_dataset_name_with_space_in_the_tail(self):
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"""
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Test the creation of a new dataset whose name has space in the tail.
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"""
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name = "kb "
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ragflow = RAGFlow(API_KEY, HOST_ADDRESS)
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res = ragflow.create_dataset(name)
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assert (res['code'] == RetCode.SUCCESS and res['message'] == 'success')
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def test_create_dataset_name_with_space_in_the_head_and_tail_and_length_exceed_limit(self):
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"""
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Test the creation of a new dataset whose name has space in the head and tail,
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and the length of the name exceeds the limit.
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"""
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name = " " + "k" * NAME_LENGTH_LIMIT + " "
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ragflow = RAGFlow(API_KEY, HOST_ADDRESS)
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res = ragflow.create_dataset(name)
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assert (res['code'] == RetCode.SUCCESS and res['message'] == 'success')
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def test_create_dataset_with_two_same_name(self):
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"""
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Test the creation of two new datasets with the same name.
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"""
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ragflow = RAGFlow(API_KEY, HOST_ADDRESS)
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res = ragflow.create_dataset("kb")
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assert (res['code'] == RetCode.SUCCESS and res['message'] == 'success')
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res = ragflow.create_dataset("kb")
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assert (res['code'] == RetCode.SUCCESS and res['message'] == 'success')
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def test_create_dataset_with_only_space_in_the_name(self):
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"""
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Test the creation of a dataset whose name only has space.
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"""
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ragflow = RAGFlow(API_KEY, HOST_ADDRESS)
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res = ragflow.create_dataset(" ")
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assert (res['code'] == RetCode.SUCCESS and res['message'] == 'success')
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def test_create_dataset_with_space_number_exceeding_limit(self):
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"""
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Test the creation of a dataset with a name that only has space exceeds the allowed limit.
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"""
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ragflow = RAGFlow(API_KEY, HOST_ADDRESS)
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name = " " * NAME_LENGTH_LIMIT
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res = ragflow.create_dataset(name)
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assert (res['code'] == RetCode.SUCCESS and res['message'] == 'success')
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def test_create_dataset_with_name_having_return(self):
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"""
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Test the creation of a dataset with a name that has return symbol.
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"""
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ragflow = RAGFlow(API_KEY, HOST_ADDRESS)
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name = "kb\n"
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res = ragflow.create_dataset(name)
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assert (res['code'] == RetCode.SUCCESS and res['message'] == 'success')
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def test_create_dataset_with_name_having_the_null_character(self):
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"""
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Test the creation of a dataset with a name that has the null character.
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"""
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ragflow = RAGFlow(API_KEY, HOST_ADDRESS)
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name = "kb\0"
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res = ragflow.create_dataset(name)
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assert (res['code'] == RetCode.SUCCESS and res['message'] == 'success')
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# -----------------------list_dataset---------------------------------
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def test_list_dataset_success(self):
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"""
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Test listing datasets with a successful outcome.
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"""
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ragflow = RAGFlow(API_KEY, HOST_ADDRESS)
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# Call the list_datasets method
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response = ragflow.list_dataset()
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assert response['code'] == RetCode.SUCCESS
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def test_list_dataset_with_checking_size_and_name(self):
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"""
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Test listing datasets and verify the size and names of the datasets.
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"""
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datasets_to_create = ["dataset1", "dataset2", "dataset3"]
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ragflow = RAGFlow(API_KEY, HOST_ADDRESS)
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created_response = [ragflow.create_dataset(name) for name in datasets_to_create]
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real_name_to_create = set()
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for response in created_response:
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assert 'data' in response, "Response is missing 'data' key"
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dataset_name = response['data']['dataset_name']
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real_name_to_create.add(dataset_name)
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response = ragflow.list_dataset(0, 3)
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listed_data = response['data']
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listed_names = {d['name'] for d in listed_data}
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assert listed_names == real_name_to_create
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assert response['code'] == RetCode.SUCCESS
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assert len(listed_data) == len(datasets_to_create)
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def test_list_dataset_with_getting_empty_result(self):
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"""
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Test listing datasets that should be empty.
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"""
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ragflow = RAGFlow(API_KEY, HOST_ADDRESS)
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datasets_to_create = []
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created_response = [ragflow.create_dataset(name) for name in datasets_to_create]
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real_name_to_create = set()
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for response in created_response:
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assert 'data' in response, "Response is missing 'data' key"
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dataset_name = response['data']['dataset_name']
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real_name_to_create.add(dataset_name)
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response = ragflow.list_dataset(0, 0)
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listed_data = response['data']
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listed_names = {d['name'] for d in listed_data}
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assert listed_names == real_name_to_create
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assert response['code'] == RetCode.SUCCESS
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assert len(listed_data) == 0
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def test_list_dataset_with_creating_100_knowledge_bases(self):
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"""
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Test listing 100 datasets and verify the size and names of these datasets.
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"""
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ragflow = RAGFlow(API_KEY, HOST_ADDRESS)
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datasets_to_create = ["dataset1"] * 100
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created_response = [ragflow.create_dataset(name) for name in datasets_to_create]
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real_name_to_create = set()
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for response in created_response:
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assert 'data' in response, "Response is missing 'data' key"
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dataset_name = response['data']['dataset_name']
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real_name_to_create.add(dataset_name)
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res = ragflow.list_dataset(0, 100)
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listed_data = res['data']
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listed_names = {d['name'] for d in listed_data}
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assert listed_names == real_name_to_create
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assert res['code'] == RetCode.SUCCESS
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assert len(listed_data) == 100
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def test_list_dataset_with_showing_one_dataset(self):
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"""
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Test listing one dataset and verify the size of the dataset.
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"""
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ragflow = RAGFlow(API_KEY, HOST_ADDRESS)
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response = ragflow.list_dataset(0, 1)
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datasets = response['data']
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assert len(datasets) == 1 and response['code'] == RetCode.SUCCESS
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def test_list_dataset_failure(self):
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"""
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Test listing datasets with IndexError.
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"""
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ragflow = RAGFlow(API_KEY, HOST_ADDRESS)
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response = ragflow.list_dataset(-1, -1)
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assert "IndexError" in response['message'] and response['code'] == RetCode.EXCEPTION_ERROR
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def test_list_dataset_for_empty_datasets(self):
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"""
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Test listing datasets when the datasets are empty.
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"""
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ragflow = RAGFlow(API_KEY, HOST_ADDRESS)
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response = ragflow.list_dataset()
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datasets = response['data']
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assert len(datasets) == 0 and response['code'] == RetCode.SUCCESS
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# TODO: have to set the limitation of the number of datasets
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# -----------------------delete_dataset---------------------------------
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def test_delete_one_dataset_with_success(self):
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"""
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Test deleting a dataset with success.
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"""
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# get the real name of the created dataset
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ragflow = RAGFlow(API_KEY, HOST_ADDRESS)
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res = ragflow.create_dataset("kb0")
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real_dataset_name = res['data']['dataset_name']
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# delete this dataset
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res = ragflow.delete_dataset(real_dataset_name)
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assert res['code'] == RetCode.SUCCESS and 'successfully' in res['message']
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def test_delete_dataset_with_not_existing_dataset(self):
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"""
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Test deleting a dataset that does not exist with failure.
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"""
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ragflow = RAGFlow(API_KEY, HOST_ADDRESS)
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res = ragflow.delete_dataset("weird_dataset")
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assert res['code'] == RetCode.OPERATING_ERROR and res['message'] == 'The dataset cannot be found for your current account.'
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def test_delete_dataset_with_creating_100_datasets_and_deleting_100_datasets(self):
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"""
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Test deleting a dataset when creating 100 datasets and deleting 100 datasets.
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"""
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# create 100 datasets
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ragflow = RAGFlow(API_KEY, HOST_ADDRESS)
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datasets_to_create = ["dataset1"] * 100
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created_response = [ragflow.create_dataset(name) for name in datasets_to_create]
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real_name_to_create = set()
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for response in created_response:
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assert 'data' in response, "Response is missing 'data' key"
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dataset_name = response['data']['dataset_name']
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real_name_to_create.add(dataset_name)
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for name in real_name_to_create:
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res = ragflow.delete_dataset(name)
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assert res['code'] == RetCode.SUCCESS and 'successfully' in res['message']
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def test_delete_dataset_with_space_in_the_middle_of_the_name(self):
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"""
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Test deleting a dataset when its name has space in the middle.
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"""
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ragflow = RAGFlow(API_KEY, HOST_ADDRESS)
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ragflow.create_dataset("k b")
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res = ragflow.delete_dataset("k b")
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assert res['code'] == RetCode.SUCCESS and 'successfully' in res['message']
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def test_delete_dataset_with_space_in_the_head_of_the_name(self):
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"""
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Test deleting a dataset when its name has space in the head.
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"""
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ragflow = RAGFlow(API_KEY, HOST_ADDRESS)
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ragflow.create_dataset(" kb")
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res = ragflow.delete_dataset(" kb")
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assert (res['code'] == RetCode.OPERATING_ERROR
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and res['message'] == 'The dataset cannot be found for your current account.')
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def test_delete_dataset_with_space_in_the_tail_of_the_name(self):
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"""
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Test deleting a dataset when its name has space in the tail.
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"""
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ragflow = RAGFlow(API_KEY, HOST_ADDRESS)
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ragflow.create_dataset("kb ")
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res = ragflow.delete_dataset("kb ")
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assert (res['code'] == RetCode.OPERATING_ERROR
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and res['message'] == 'The dataset cannot be found for your current account.')
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def test_delete_dataset_with_only_space_in_the_name(self):
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"""
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Test deleting a dataset when its name only has space.
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"""
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ragflow = RAGFlow(API_KEY, HOST_ADDRESS)
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ragflow.create_dataset(" ")
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res = ragflow.delete_dataset(" ")
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assert (res['code'] == RetCode.OPERATING_ERROR
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and res['message'] == 'The dataset cannot be found for your current account.')
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def test_delete_dataset_with_only_exceeding_limit_space_in_the_name(self):
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"""
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Test deleting a dataset when its name only has space and the number of it exceeds the limit.
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"""
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ragflow = RAGFlow(API_KEY, HOST_ADDRESS)
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name = " " * (NAME_LENGTH_LIMIT + 1)
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ragflow.create_dataset(name)
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res = ragflow.delete_dataset(name)
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assert (res['code'] == RetCode.OPERATING_ERROR
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and res['message'] == 'The dataset cannot be found for your current account.')
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def test_delete_dataset_with_name_with_space_in_the_head_and_tail_and_length_exceed_limit(self):
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"""
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Test deleting a dataset whose name has space in the head and tail,
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and the length of the name exceeds the limit.
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"""
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ragflow = RAGFlow(API_KEY, HOST_ADDRESS)
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name = " " + "k" * NAME_LENGTH_LIMIT + " "
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ragflow.create_dataset(name)
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res = ragflow.delete_dataset(name)
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assert (res['code'] == RetCode.OPERATING_ERROR
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and res['message'] == 'The dataset cannot be found for your current account.')
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# ---------------------------------get_dataset-----------------------------------------
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def test_get_dataset_with_success(self):
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"""
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Test getting a dataset which exists.
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"""
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ragflow = RAGFlow(API_KEY, HOST_ADDRESS)
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response = ragflow.create_dataset("test")
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dataset_name = response['data']['dataset_name']
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res = ragflow.get_dataset(dataset_name)
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assert res['code'] == RetCode.SUCCESS and res['data']['name'] == dataset_name
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def test_get_dataset_with_failure(self):
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"""
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Test getting a dataset which does not exist.
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"""
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ragflow = RAGFlow(API_KEY, HOST_ADDRESS)
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res = ragflow.get_dataset("weird_dataset")
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assert res['code'] == RetCode.DATA_ERROR and res['message'] == "Can't find this dataset!"
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# ---------------------------------update a dataset-----------------------------------
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def test_update_dataset_without_existing_dataset(self):
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"""
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Test updating a dataset which does not exist.
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"""
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ragflow = RAGFlow(API_KEY, HOST_ADDRESS)
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params = {
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'name': 'new_name3',
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'description': 'new_description',
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"permission": 'me',
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"parser_id": 'naive',
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"language": 'English'
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}
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res = ragflow.update_dataset("weird_dataset", **params)
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assert (res['code'] == RetCode.OPERATING_ERROR
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and res['message'] == 'Only the owner of knowledgebase is authorized for this operation!')
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def test_update_dataset_with_updating_six_parameters(self):
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"""
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Test updating a dataset when updating six parameters.
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"""
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ragflow = RAGFlow(API_KEY, HOST_ADDRESS)
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ragflow.create_dataset("new_name1")
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params = {
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'name': 'new_name',
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'description': 'new_description1',
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"permission": 'me',
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"parser_id": 'naive',
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"language": 'English'
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}
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res = ragflow.update_dataset("new_name1", **params)
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assert res['code'] == RetCode.SUCCESS
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assert (res['data']['description'] == 'new_description1'
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and res['data']['name'] == 'new_name' and res['data']['permission'] == 'me'
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and res['data']['language'] == 'English' and res['data']['parser_id'] == 'naive')
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def test_update_dataset_with_updating_two_parameters(self):
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"""
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Test updating a dataset when updating two parameters.
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"""
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ragflow = RAGFlow(API_KEY, HOST_ADDRESS)
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ragflow.create_dataset("new_name2")
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params = {
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"name": "new_name3",
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"language": 'English'
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}
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res = ragflow.update_dataset("new_name2", **params)
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assert (res['code'] == RetCode.SUCCESS and res['data']['name'] == "new_name3"
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and res['data']['language'] == 'English')
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def test_update_dataset_with_updating_layout_recognize(self):
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"""Test updating a dataset with only updating the layout_recognize"""
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ragflow = RAGFlow(API_KEY, HOST_ADDRESS)
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ragflow.create_dataset("test_update_dataset_with_updating_layout_recognize")
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params = {
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"layout_recognize": False
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}
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res = ragflow.update_dataset("test_update_dataset_with_updating_layout_recognize", **params)
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assert res['code'] == RetCode.SUCCESS and res['data']['parser_config']['layout_recognize'] is False
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def test_update_dataset_with_empty_parameter(self):
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ragflow = RAGFlow(API_KEY, HOST_ADDRESS)
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ragflow.create_dataset("test_update_dataset_with_empty_parameter")
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params = {}
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res = ragflow.update_dataset("test_update_dataset_with_empty_parameter", **params)
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assert (res['code'] == RetCode.DATA_ERROR
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and res['message'] == 'Please input at least one parameter that you want to update!')
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# ---------------------------------mix the different methods--------------------------
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def test_create_and_delete_dataset_together(self):
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"""
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Test creating 1 dataset, and then deleting 1 dataset.
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Test creating 10 datasets, and then deleting 10 datasets.
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"""
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# create 1 dataset
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ragflow = RAGFlow(API_KEY, HOST_ADDRESS)
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res = ragflow.create_dataset("ddd")
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assert res['code'] == RetCode.SUCCESS and res['message'] == 'success'
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# delete 1 dataset
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res = ragflow.delete_dataset("ddd")
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assert res["code"] == RetCode.SUCCESS
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# create 10 datasets
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datasets_to_create = ["dataset1"] * 10
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created_response = [ragflow.create_dataset(name) for name in datasets_to_create]
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real_name_to_create = set()
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for response in created_response:
|
|
assert 'data' in response, "Response is missing 'data' key"
|
|
dataset_name = response['data']['dataset_name']
|
|
real_name_to_create.add(dataset_name)
|
|
|
|
# delete 10 datasets
|
|
for name in real_name_to_create:
|
|
res = ragflow.delete_dataset(name)
|
|
assert res["code"] == RetCode.SUCCESS
|
|
|