Add helper component tests

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Gabriel Luiz Freitas Almeida 2024-03-09 23:39:09 -03:00
commit ece2ce5bd7

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from langchain_core.documents import Document
from langflow.components import helpers
from langflow.interface.custom.utils import build_custom_component_template
from langflow.schema import Record
def test_update_record_component():
# Arrange
update_record_component = helpers.UpdateRecordComponent()
# Act
new_data = {"new_key": "new_value"}
existing_record = Record(data={"existing_key": "existing_value"})
result = update_record_component.build(existing_record, new_data)
assert result.data == {"existing_key": "existing_value", "new_key": "new_value"}
assert result.existing_key == "existing_value"
assert result.new_key == "new_value"
def test_document_to_record_component():
# Arrange
document_to_record_component = helpers.DocumentToRecordComponent()
# Act
# Replace with your actual test data
document = Document(
page_content="key: value", metadata={"url": "https://example.com"}
)
result = document_to_record_component.build(document)
# Assert
# Replace with your actual expected result
assert result == [Record(data={"text": "key: value", "url": "https://example.com"})]
def test_uuid_generator_component():
# Arrange
uuid_generator_component = helpers.UUIDGeneratorComponent()
uuid_generator_component.code = open(helpers.IDGenerator.__file__, "r").read()
frontend_node = build_custom_component_template(uuid_generator_component)
# Act
build_config = frontend_node.get("template")
field_name = "unique_id"
build_config = uuid_generator_component.update_build_config(
build_config, None, field_name
)
unique_id = build_config["unique_id"]["value"]
result = uuid_generator_component.build(unique_id)
# Assert
# UUID should be a string of length 36
assert isinstance(result, str)
assert len(result) == 36
def test_python_function_component():
# Arrange
python_function_component = helpers.PythonFunctionComponent()
# Act
# function must be a string representation
function = "def function():\n return 'Hello, World!'"
# result is the callable function
result = python_function_component.build(function)
# Assert
assert result() == "Hello, World!"
def test_records_as_text_component():
# Arrange
records_as_text_component = helpers.RecordsAsTextComponent()
# Act
# Replace with your actual test data
records = [Record(data={"key": "value", "bacon": "eggs"})]
template = "Data:{data} -- Bacon:{bacon}"
result = records_as_text_component.build(records, template=template)
# Assert
# Replace with your actual expected result
assert result == "Data:{'key': 'value', 'bacon': 'eggs'} -- Bacon:eggs"
def test_text_to_record_component():
# Arrange
text_to_record_component = helpers.TextToRecordComponent()
# Act
# Replace with your actual test data
dict_with_text = {"key": "value"}
result = text_to_record_component.build(dict_with_text)
# Assert
# Replace with your actual expected result
assert result == Record(data={"key": "value"})