def test_get_training_data():
training_endpoint = '/v1/environments/{0}/collections/{1}/training_data/{2}'
query_id = 'queryid'
endpoint = training_endpoint.format(environment_id, collection_id,
query_id)
url = '{0}{1}'.format(base_url, endpoint)
mock_response = {
"query_id":
"string",
"natural_language_query":
"string",
"filter":
"string",
"examples": [{
"document_id": "string",
"cross_reference": "string",
"relevance": 0
}]
}
responses.add(responses.GET,
url,
body=json.dumps(mock_response),
status=200,
content_type='application/json')
service = watson_developer_cloud.DiscoveryV1(version,
username='******',
password='******')
response = service.get_training_data(environment_id=environment_id,
collection_id=collection_id,
query_id=query_id)
assert response == mock_response
# Verify that response can be converted to a TrainingQuery
TrainingQuery._from_dict(response)
def test_add_training_data():
training_endpoint = '/v1/environments/{0}/collections/{1}/training_data'
endpoint = training_endpoint.format(environment_id, collection_id)
url = '{0}{1}'.format(base_url, endpoint)
natural_language_query = "why is the sky blue"
filter = "text:meteorology"
examples = [
{
"document_id": "54f95ac0-3e4f-4756-bea6-7a67b2713c81",
"relevance": 1
},
{
"document_id": "01bcca32-7300-4c9f-8d32-33ed7ea643da",
"cross_reference": "my_id_field:1463",
"relevance": 5
}
]
mock_response = {
"query_id": "string",
"natural_language_query": "string",
"filter": "string",
"examples": [
{
"document_id": "string",
"cross_reference": "string",
"relevance": 0
}
]
}
responses.add(responses.POST,
url,
body=json.dumps(mock_response),
status=200,
content_type='application/json')
service = watson_developer_cloud.DiscoveryV1(version,
username='******',
password='******')
response = service.add_training_data(
environment_id=environment_id,
collection_id=collection_id,
natural_language_query=natural_language_query,
filter=filter,
examples=examples).get_result()
assert response == mock_response
# Verify that response can be converted to a TrainingQuery
TrainingQuery._from_dict(response)