import pytest from kotaemon.base import Document from kotaemon.llms import BasePromptComponent, PromptTemplate from kotaemon.post_processing.extractor import RegexExtractor def test_set_attributes(): template = PromptTemplate("str = {s}, int = {i}, doc = {doc}, comp = {comp}") doc = Document(text="Helloo, Alice!") comp = RegexExtractor( pattern=r"\d+", output_map={"1": "One", "2": "Two", "3": "Three"} ) comp.set_run(kwargs={"text": "This is a test. 1 2 3"}, temp=True) prompt = BasePromptComponent(template=template, s="Alice", i=30, doc=doc, comp=comp) assert prompt.s == "Alice" assert prompt.i == 30 assert prompt.doc == doc assert prompt.comp == comp def test_check_redundant_kwargs(): template = PromptTemplate("Hello, {name}!") prompt = BasePromptComponent(template, name="Alice") with pytest.warns(UserWarning, match="Keys provided but not in template: age"): prompt._BasePromptComponent__check_redundant_kwargs(name="Alice", age=30) def test_check_unset_placeholders(): template = PromptTemplate("Hello, {name}! I'm {age} years old.") prompt = BasePromptComponent(template, name="Alice") with pytest.raises(ValueError): prompt._BasePromptComponent__check_unset_placeholders() def test_validate_value_type(): template = PromptTemplate("Hello, {name}!") prompt = BasePromptComponent(template) with pytest.raises(ValueError): prompt._BasePromptComponent__validate_value_type(name={}) def test_run(): template = PromptTemplate("str = {s}, int = {i}, doc = {doc}, comp = {comp}") doc = Document(text="Helloo, Alice!") comp = RegexExtractor( pattern=r"\d+", output_map={"1": "One", "2": "Two", "3": "Three"} ) comp.set_run(kwargs={"text": "This is a test. 1 2 3"}, temp=True) prompt = BasePromptComponent(template=template, s="Alice", i=30, doc=doc, comp=comp) result = prompt() assert result.text == "str = Alice, int = 30, doc = Helloo, Alice!, comp = ['One']" def test_set_method(): template = PromptTemplate("Hello, {name}!") prompt = BasePromptComponent(template) prompt.set(name="Alice") assert prompt.name == "Alice"