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crewAI/tests/utilities/test_string_utils.py
2025-05-12 13:31:07 +00:00

188 lines
6.3 KiB
Python

from typing import Any
import pytest
from crewai.utilities.string_utils import interpolate_only
class TestInterpolateOnly:
"""Tests for the interpolate_only function in string_utils.py."""
def test_basic_variable_interpolation(self) -> None:
"""Test basic variable interpolation works correctly."""
template = "Hello, {name}! Welcome to {company}."
inputs: dict[str, str | int | float | dict[str, Any] | list[Any]] = {
"name": "Alice",
"company": "CrewAI",
}
result = interpolate_only(template, inputs)
assert result == "Hello, Alice! Welcome to CrewAI."
def test_multiple_occurrences_of_same_variable(self) -> None:
"""Test that multiple occurrences of the same variable are replaced."""
template = "{name} is using {name}'s account."
inputs: dict[str, str | int | float | dict[str, Any] | list[Any]] = {
"name": "Bob",
}
result = interpolate_only(template, inputs)
assert result == "Bob is using Bob's account."
def test_json_structure_preservation(self) -> None:
"""Test that JSON structures are preserved and not interpolated incorrectly."""
template = """
Instructions for {agent}:
Please return the following object:
{"name": "person's name", "age": 25, "skills": ["coding", "testing"]}
"""
inputs: dict[str, str | int | float | dict[str, Any] | list[Any]] = {
"agent": "DevAgent",
}
result = interpolate_only(template, inputs)
assert "Instructions for DevAgent:" in result
assert (
'{"name": "person\'s name", "age": 25, "skills": ["coding", "testing"]}'
in result
)
def test_complex_nested_json(self) -> None:
"""Test with complex JSON structures containing curly braces."""
template = """
{agent} needs to process:
{
"config": {
"nested": {
"value": 42
},
"arrays": [1, 2, {"inner": "value"}]
}
}
"""
inputs: dict[str, str | int | float | dict[str, Any] | list[Any]] = {
"agent": "DataProcessor",
}
result = interpolate_only(template, inputs)
assert "DataProcessor needs to process:" in result
assert '"nested": {' in result
assert '"value": 42' in result
assert '[1, 2, {"inner": "value"}]' in result
def test_missing_variable(self) -> None:
"""Test that an error is raised when a required variable is missing."""
template = "Hello, {name}!"
inputs: dict[str, str | int | float | dict[str, Any] | list[Any]] = {
"not_name": "Alice",
}
with pytest.raises(KeyError) as excinfo:
interpolate_only(template, inputs)
assert "template variable" in str(excinfo.value).lower()
assert "name" in str(excinfo.value)
def test_invalid_input_types(self) -> None:
"""Test that an error is raised with invalid input types."""
template = "Hello, {name}!"
# Using Any for this test since we're intentionally testing an invalid type
inputs: dict[str, Any] = {"name": object()} # Object is not a valid input type
with pytest.raises(ValueError) as excinfo:
interpolate_only(template, inputs)
assert "unsupported type" in str(excinfo.value).lower()
def test_empty_input_string(self) -> None:
"""Test handling of empty or None input string."""
inputs: dict[str, str | int | float | dict[str, Any] | list[Any]] = {
"name": "Alice",
}
assert interpolate_only("", inputs) == ""
assert interpolate_only(None, inputs) == ""
def test_no_variables_in_template(self) -> None:
"""Test a template with no variables to replace."""
template = "This is a static string with no variables."
inputs: dict[str, str | int | float | dict[str, Any] | list[Any]] = {
"name": "Alice",
}
result = interpolate_only(template, inputs)
assert result == template
def test_variable_name_starting_with_underscore(self) -> None:
"""Test variables starting with underscore are replaced correctly."""
template = "Variable: {_special_var}"
inputs: dict[str, str | int | float | dict[str, Any] | list[Any]] = {
"_special_var": "Special Value",
}
result = interpolate_only(template, inputs)
assert result == "Variable: Special Value"
def test_preserves_non_matching_braces(self) -> None:
"""Test that non-matching braces patterns are preserved."""
template = (
"This {123} and {!var} should not be replaced but {valid_var} should."
)
inputs: dict[str, str | int | float | dict[str, Any] | list[Any]] = {
"valid_var": "works",
}
result = interpolate_only(template, inputs)
assert (
result == "This {123} and {!var} should not be replaced but works should."
)
def test_complex_mixed_scenario(self) -> None:
"""Test a complex scenario with both valid variables and JSON structures."""
template = """
{agent_name} is working on task {task_id}.
Instructions:
1. Process the data
2. Return results as:
{
"taskId": "{task_id}",
"results": {
"processed_by": "agent_name",
"status": "complete",
"values": [1, 2, 3]
}
}
"""
inputs: dict[str, str | int | float | dict[str, Any] | list[Any]] = {
"agent_name": "AnalyticsAgent",
"task_id": "T-12345",
}
result = interpolate_only(template, inputs)
assert "AnalyticsAgent is working on task T-12345" in result
assert '"taskId": "T-12345"' in result
assert '"processed_by": "agent_name"' in result # This shouldn't be replaced
assert '"values": [1, 2, 3]' in result
def test_empty_inputs_dictionary(self) -> None:
"""Test that an error is raised with empty inputs dictionary."""
template = "Hello, {name}!"
inputs: dict[str, Any] = {}
with pytest.raises(ValueError) as excinfo:
interpolate_only(template, inputs)
assert "inputs dictionary cannot be empty" in str(excinfo.value).lower()