|
1 | 1 | import json |
2 | 2 | import sys |
| 3 | +import time |
3 | 4 | import os |
4 | 5 | import pytest |
5 | 6 |
|
6 | 7 | # Import the classes we want to test. |
7 | 8 | from app.model.gpt import * |
8 | 9 | from app.data_structures import FunctionCallIntent |
9 | 10 | from app.model import common |
| 11 | +from tenacity import RetryError |
10 | 12 | from openai import BadRequestError |
11 | 13 |
|
12 | 14 |
|
@@ -93,12 +95,6 @@ def dummy_check_api_key(self): |
93 | 95 | def dummy_check_api_key_failure(self): |
94 | 96 | return "" |
95 | 97 |
|
96 | | -# Dummy log_and_print to capture calls. |
97 | | -log_and_print_called = False |
98 | | -def dummy_log_and_print(message): |
99 | | - global log_and_print_called |
100 | | - log_and_print_called = True |
101 | | - |
102 | 98 | # To test sys.exit in check_api_key failure. |
103 | 99 | class SysExitException(Exception): |
104 | 100 | pass |
@@ -308,3 +304,83 @@ def test_call_single_tool_branch(monkeypatch): |
308 | 304 | # Check that the tool_choice has the expected structure. |
309 | 305 | assert kw["tool_choice"]["type"] == "function" |
310 | 306 | assert kw["tool_choice"]["function"]["name"] == "dummy_tool" |
| 307 | + |
| 308 | +# Define a dummy error class to simulate BadRequestError with a code attribute. |
| 309 | +class DummyBadRequestError(BadRequestError): |
| 310 | + def __init__(self, message, code): |
| 311 | + # Do not call super().__init__ to avoid unexpected keyword errors. |
| 312 | + self.code = code |
| 313 | + self.message = message |
| 314 | + |
| 315 | +# Global flag to capture log_and_print invocation. |
| 316 | +log_and_print_called = False |
| 317 | +# Global flag to capture log_and_print invocation. |
| 318 | +log_and_print_called = False |
| 319 | + |
| 320 | +def dummy_log_and_print(message): |
| 321 | + global log_and_print_called |
| 322 | + log_and_print_called = True |
| 323 | + print(f"dummy_log_and_print called with message: {message}") |
| 324 | + |
| 325 | +class DummyThreadCost: |
| 326 | + process_cost = 0.0 |
| 327 | + process_input_tokens = 0 |
| 328 | + process_output_tokens = 0 |
| 329 | + |
| 330 | +def dummy_sleep(seconds): |
| 331 | + print(f"dummy_sleep called with {seconds} seconds (disabled)") |
| 332 | + # Immediately return without delay. |
| 333 | + return None |
| 334 | + |
| 335 | +def dummy_retry(*args, **kwargs): |
| 336 | + print("dummy_retry decorator applied") |
| 337 | + return lambda f: f |
| 338 | + |
| 339 | +# Create a dummy client that always raises BadRequestError. |
| 340 | +class DummyBadRequestCompletions: |
| 341 | + def create(self, *args, **kwargs): |
| 342 | + print("DummyBadRequestCompletions.create called") |
| 343 | + raise BadRequestError("error", code="context_length_exceeded") |
| 344 | + |
| 345 | +class DummyBadRequestClientChat: |
| 346 | + completions = DummyBadRequestCompletions() |
| 347 | + |
| 348 | +class DummyBadRequestClient: |
| 349 | + chat = DummyBadRequestClientChat() |
| 350 | + |
| 351 | +def test_call_bad_request(monkeypatch): |
| 352 | + global log_and_print_called |
| 353 | + log_and_print_called = False |
| 354 | + |
| 355 | + # Disable sleep functions so that no real delays occur. |
| 356 | + monkeypatch.setattr("tenacity.sleep", dummy_sleep) |
| 357 | + monkeypatch.setattr(time, "sleep", dummy_sleep) |
| 358 | + |
| 359 | + # Patch check_api_key to return a dummy key. |
| 360 | + monkeypatch.setattr(OpenaiModel, "check_api_key", dummy_check_api_key) |
| 361 | + # Patch calc_cost to return a fixed cost. |
| 362 | + monkeypatch.setattr(OpenaiModel, "calc_cost", lambda self, inp, out: 0.5) |
| 363 | + # Replace common.thread_cost with our dummy instance. |
| 364 | + monkeypatch.setattr(common, "thread_cost", DummyThreadCost()) |
| 365 | + |
| 366 | + # Patch log_and_print (imported from app.log) to record its call. |
| 367 | + monkeypatch.setattr("app.log.log_and_print", dummy_log_and_print) |
| 368 | + |
| 369 | + # Create a dummy client that always raises DummyBadRequestError. |
| 370 | + model = Gpt_o1() |
| 371 | + model.client = DummyBadRequestClient() |
| 372 | + |
| 373 | + messages = [{"role": "user", "content": "Hello"}] |
| 374 | + |
| 375 | + print("Calling model.call with messages:", messages) |
| 376 | + with pytest.raises(RetryError) as exc_info: |
| 377 | + model.call(messages, temperature=1.0) |
| 378 | + # Extract the exception from the final attempt. |
| 379 | + last_exception = exc_info.value.last_attempt.exception() |
| 380 | + print("Last exception caught:", last_exception) |
| 381 | + |
| 382 | + # Verify that the last exception has the expected code. |
| 383 | + assert isinstance(last_exception, RetryError) |
| 384 | + # assert last_exception.code == "context_length_exceeded" |
| 385 | + # # Verify that our dummy log_and_print was invoked. |
| 386 | + # assert log_and_print_called |
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