algorithmicsuperintelligence
Use linters in your project please
(.venv) niko@agentic-tools:~/optillm$ ruff check --fix .
F401 adaptive_classifier imported but unused; consider using importlib.util.find_spec to test for availability
--> optillm/autothink/classifier.py:39:24
|
37 | # Check if adaptive-classifier is installed
38 | try:
39 | import adaptive_classifier
| ^^^^^^^^^^^^^^^^^^^
40 | except ImportError:
41 | logger.info("Installing adaptive-classifier library...")
|
help: Remove unused import: adaptive_classifier
F811 Redefinition of unused update_context from line 490
--> optillm/autothink/steering.py:542:9
|
540 | logger.debug(f"STEERING: Token history updated, now has {len(self.token_history)} tokens")
541 |
542 | def update_context(self, new_tokens: str):
| ^^^^^^^^^^^^^^ update_context redefined here
543 | """
544 | Update the context buffer with new tokens.
|
::: optillm/autothink/steering.py:490:9
|
488 | return hidden_states
489 |
490 | def update_context(self, new_tokens: str):
| -------------- previous definition of update_context here
491 | """
492 | Update the context buffer with new tokens.
|
help: Remove definition: update_context
F821 Undefined name local_completion_tokens
--> optillm/cepo/cepo.py:463:9
|
461 | cepo_config=cepo_config
462 | )
463 | local_completion_tokens += completion_tokens
| ^^^^^^^^^^^^^^^^^^^^^^^
464 |
465 | # Log provider call if conversation logging is enabled
|
F841 Local variable local_completion_tokens is assigned to but never used
--> optillm/cepo/cepo.py:463:9
|
461 | cepo_config=cepo_config
462 | )
463 | local_completion_tokens += completion_tokens
| ^^^^^^^^^^^^^^^^^^^^^^^
464 |
465 | # Log provider call if conversation logging is enabled
|
help: Remove assignment to unused variable local_completion_tokens
E722 Do not use bare except
--> optillm/cepo/cepo.py:867:5
|
865 | float(response_str)
866 | return [float(response_str)]
867 | except:
| ^^^^^^
868 | response_str = response_str.split("", 1)[1] if "" in response_str else response_str
869 | if last_n_chars is not None:
|
F841 Local variable thinking is assigned to but never used
--> optillm/cot_reflection.py:70:5
|
68 | output_match = re.search(r'|$)', full_response, re.DOTALL)
69 |
70 | thinking = thinking_match.group(1).strip() if thinking_match else "No thinking process provided."
| ^^^^^^^^
71 | output = output_match.group(1).strip() if output_match else full_response
|
help: Remove assignment to unused variable thinking
F841 Local variable token_confidence is assigned to but never used
--> optillm/deepconf/processor.py:126:13
|
125 | # Calculate confidence for current token
126 | token_confidence = self.confidence_calculator.add_token_confidence(logits)
| ^^^^^^^^^^^^^^^^
127 |
128 | # Check for early termination (only after minimum trace length)
|
help: Remove assignment to unused variable token_confidence
F401 mlx_lm.tokenizer_utils.TokenizerWrapper imported but unused; consider using importlib.util.find_spec to test for availability
--> optillm/inference.py:82:40
|
80 | import mlx.core as mx
81 | from mlx_lm import load as mlx_load, generate as mlx_generate
82 | from mlx_lm.tokenizer_utils import TokenizerWrapper
| ^^^^^^^^^^^^^^^^
83 | from mlx_lm.sample_utils import make_sampler
84 | MLX_AVAILABLE = True
|
help: Remove unused import: mlx_lm.tokenizer_utils.TokenizerWrapper
F401 flash_attn imported but unused; consider using importlib.util.find_spec to test for availability
--> optillm/inference.py:1048:28
|
1046 | # Check for flash attention availability
1047 | try:
1048 | import flash_attn
| ^^^^^^^^^^
1049 | has_flash_attn = True
1050 | logger.info("Flash Attention 2 is available")
|
help: Remove unused import: flash_attn
F841 Local variable has_flash_attn is assigned to but never used
--> optillm/inference.py:1053:21
|
1051 | model_kwargs["attn_implementation"] = "flash_attention_2"
1052 | except ImportError:
1053 | has_flash_attn = False
| ^^^^^^^^^^^^^^
1054 | logger.info("Flash Attention 2 is not installed - falling back to default attention")
|
help: Remove assignment to unused variable has_flash_attn
F841 Local variable config is assigned to but never used
--> optillm/inference.py:1135:13
|
1133 | """Validate if adapter exists and is compatible"""
1134 | try:
1135 | config = PeftConfig.from_pretrained(
| ^^^^^^
1136 | adapter_id,
1137 | trust_remote_code=True,
|
help: Remove assignment to unused variable config
F841 Local variable batch_system is assigned to but never used
--> optillm/inference.py:1541:13
|
1539 | for i in range(0, len(formatted_prompts), self.optimal_batch_size):
1540 | batch_prompts = formatted_prompts[i:i + self.optimal_batch_size]
1541 | batch_system = system_prompts[i:i + self.optimal_batch_size]
| ^^^^^^^^^^^^
1542 | batch_user = user_prompts[i:i + self.optimal_batch_size]
|
help: Remove assignment to unused variable batch_system
F841 Local variable batch_user is assigned to but never used
--> optillm/inference.py:1542:13
|
1540 | batch_prompts = formatted_prompts[i:i + self.optimal_batch_size]
1541 | batch_system = system_prompts[i:i + self.optimal_batch_size]
1542 | batch_user = user_prompts[i:i + self.optimal_batch_size]
| ^^^^^^^^^^
1543 |
1544 | # Check cache first if enabled
|
help: Remove assignment to unused variable batch_user
F841 Local variable strategy_sharing_summary is assigned to but never used
--> optillm/mars/mars.py:204:25
|
202 | # Share strategies across agents and generate enhanced solutions
203 | if config.get('cross_agent_enhancement', True) and extracted_strategies:
204 | strategy_sharing_summary = await strategy_network.share_strategies_across_agents(
| ^^^^^^^^^^^^^^^^^^^^^^^^
205 | workspace, extracted_strategies, request_id, executor
206 | )
|
help: Remove assignment to unused variable strategy_sharing_summary
E722 Do not use bare except
--> optillm/mars/mars.py:319:9
|
317 | fallback_solution, fallback_tokens = fallback_agent.generate_solution(initial_query, request_id)
318 | return fallback_solution.solution, fallback_tokens
319 | except:
| ^^^^^^
320 | return error_response, 0
|
E722 Do not use bare except
--> optillm/plugins/coc_plugin.py:221:13
|
219 | try:
220 | os.unlink(tmp_name)
221 | except:
| ^^^^^^
222 | pass
|
E722 Do not use bare except
--> optillm/plugins/coc_plugin.py:273:9
|
271 | try:
272 | answer = ast.literal_eval(result)
273 | except:
| ^^^^^^
274 | answer = result
275 | logger.info(f"Simulation successful. Result: {answer}")
|
F401 .research_engine.DeepResearcher imported but unused; consider removing, adding to __all__, or using a redundant alias
--> optillm/plugins/deep_research/init.py:8:30
|
6 | """
7 |
8 | from .research_engine import DeepResearcher
| ^^^^^^^^^^^^^^
9 |
10 | version = "1.0.0"
|
help: Use an explicit re-export: DeepResearcher as DeepResearcher
E722 Do not use bare except
--> optillm/plugins/deep_research/session_state.py:92:17
|
90 | try:
91 | self._sessions[session_id].close()
92 | except:
| ^^^^^^
93 | pass
94 | del self._sessions[session_id]
|
F841 Local variable module_name is assigned to but never used
--> optillm/plugins/deep_research_plugin.py:32:9
|
30 | """Detect the type of client based on class name"""
31 | class_name = self.client.class.name
32 | module_name = self.client.class.module
| ^^^^^^^^^^^
33 |
34 | # Check for OpenAI-compatible clients (OpenAI, Cerebras, AzureOpenAI)
|
help: Remove assignment to unused variable module_name
E722 Do not use bare except
--> optillm/plugins/deepthink/self_discover.py:350:17
|
348 | try:
349 | return json.loads(json_str)
350 | except:
| ^^^^^^
351 | continue
|
E712 Avoid equality comparisons to False; use not flag: for false checks
--> optillm/plugins/longcepo/chunking.py:219:16
|
217 | end -= 1
218 | flag = True
219 | if flag == False:
| ^^^^^^^^^^^^^
220 | break
221 | if start < end:
|
help: Replace with not flag
E731 Do not assign a lambda expression, use a def
--> optillm/plugins/longcepo/mapreduce.py:17:1
|
15 | )
16 |
17 | / format_chunk_list = lambda chunk_list: [
18 | | f"Information of Chunk {index}:\n{doc}\n" for index, doc in enumerate(chunk_list)
19 | | ]
| |_^
|
help: Rewrite format_chunk_list as a def
E731 Do not assign a lambda expression, use a def
--> optillm/plugins/longcepo/utils.py:81:5
|
79 | """
80 | result = [None] * len(context_chunks)
81 | wrapped_gen_function = lambda index, *args: (index, gen_function(*args))
| ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
82 | with ThreadPoolExecutor(max_workers=workers) as executor:
83 | future_to_idx = {}
|
help: Rewrite wrapped_gen_function as a def
E722 Do not use bare except
--> optillm/plugins/mcp_plugin.py:59:9
|
57 | params_str = json.dumps(params, indent=2)
58 | message_parts.append(f"Params: {params_str}")
59 | except:
| ^^^^^^
60 | message_parts.append(f"Params: {params}")
|
E722 Do not use bare except
--> optillm/plugins/mcp_plugin.py:66:9
|
64 | result_str = json.dumps(result, indent=2)
65 | message_parts.append(f"Result: {result_str}")
66 | except:
| ^^^^^^
67 | message_parts.append(f"Result: {result}")
|
F841 Local variable test_response is assigned to but never used
--> optillm/plugins/proxy/client.py:185:17
|
184 | try:
185 | test_response = provider.client.chat.completions.create(
| ^^^^^^^^^^^^^
186 | model=model,
187 | messages=[
|
help: Remove assignment to unused variable test_response
F841 Local variable response is assigned to but never used
--> optillm/plugins/proxy/health.py:51:13
|
49 | # Simple health check - try to get models
50 | # This creates a minimal request to verify the endpoint is responsive
51 | response = provider.client.models.list()
| ^^^^^^^^
52 |
53 | # Mark as healthy
|
help: Remove assignment to unused variable response
F841 Local variable start_index is assigned to but never used
--> optillm/plugins/proxy/routing.py:43:9
|
42 | # Find next available provider in round-robin fashion
43 | start_index = self.index
| ^^^^^^^^^^^
44 | attempts = 0
45 | while attempts < len(self.all_providers):
|
help: Remove assignment to unused variable start_index
E402 Module level import not at top of file --> optillm/plugins/proxy_plugin.py:18:1 | 17 | # Configure logging based on environment 18 | import os | ^^^^^^^^^ 19 | log_level = os.environ.get('OPTILLM_LOG_LEVEL', 'INFO') 20 | logging.basicConfig(level=getattr(logging, log_level)) |
F841 Local variable test_response is assigned to but never used
--> optillm/plugins/proxy_plugin.py:36:9
|
34 | try:
35 | # Try a minimal system message request
36 | test_response = proxy_client.chat.completions.create(
| ^^^^^^^^^^^^^
37 | model=model,
38 | messages=[
|
help: Remove assignment to unused variable test_response
F841 Local variable limited_count is assigned to but never used
--> optillm/plugins/spl/main.py:112:9
|
111 | # 4.2 Limit strategies per problem type (applies storage limit, not inference limit)
112 | limited_count = db.limit_strategies_per_type(max_per_type=MAX_STRATEGIES_PER_TYPE)
| ^^^^^^^^^^^^^
113 |
114 | # 4.3 Prune low-performing strategies
|
help: Remove assignment to unused variable limited_count
E722 Do not use bare except
--> optillm/plugins/web_search_plugin.py:73:21
|
71 | try:
72 | self._searcher.close()
73 | except:
| ^^^^^^
74 | pass # Ignore errors during cleanup
75 | self._searcher = None
|
E722 Do not use bare except
--> optillm/plugins/web_search_plugin.py:172:13
|
170 | self.driver.find_element(By.CSS_SELECTOR, "iframe[src*='recaptcha']")
171 | return True
172 | except:
| ^^^^^^
173 | pass
|
E722 Do not use bare except
--> optillm/plugins/web_search_plugin.py:179:13
|
177 | self.driver.find_element(By.ID, "captcha")
178 | return True
179 | except:
| ^^^^^^
180 | pass
|
E722 Do not use bare except
--> optillm/plugins/web_search_plugin.py:183:9
|
182 | return False
183 | except:
| ^^^^^^
184 | return False
|
E722 Do not use bare except
--> optillm/plugins/web_search_plugin.py:249:13
|
247 | accept_button.click()
248 | time.sleep(1)
249 | except:
| ^^^^^^
250 | pass # No consent form
|
E722 Do not use bare except
--> optillm/plugins/web_search_plugin.py:262:21
|
260 | )
261 | break
262 | except:
| ^^^^^^
263 | continue
|
E722 Do not use bare except
--> optillm/plugins/web_search_plugin.py:287:13
|
285 | else:
286 | raise Exception("Could not find search box")
287 | except:
| ^^^^^^
288 | # Fallback to direct URL navigation
289 | print("Using direct URL navigation...")
|
E722 Do not use bare except
--> optillm/plugins/web_search_plugin.py:314:25
|
312 | EC.presence_of_element_located((By.CSS_SELECTOR, "div.g"))
313 | )
314 | except:
| ^^^^^^
315 | print("No results found after CAPTCHA resolution")
316 | return []
|
E722 Do not use bare except
--> optillm/plugins/web_search_plugin.py:354:21
|
352 | lambda driver: driver.find_elements(By.CSS_SELECTOR, "div.g")
353 | )
354 | except:
| ^^^^^^
355 | print("Still no results after CAPTCHA resolution")
356 | return []
|
E722 Do not use bare except
--> optillm/plugins/web_search_plugin.py:386:21
|
384 | if h3 and link:
385 | search_results.append(elem)
386 | except:
| ^^^^^^
387 | continue
|
E722 Do not use bare except
--> optillm/plugins/web_search_plugin.py:428:33
|
426 | snippet = snippet_elem.text
427 | break
428 | except:
| ^^^^^^
429 | pass
430 | except:
|
E722 Do not use bare except
--> optillm/plugins/web_search_plugin.py:430:25
|
428 | except:
429 | pass
430 | except:
| ^^^^^^
431 | pass
|
E721 Use is and is not for type comparisons, or isinstance() for isinstance checks
--> optillm/server.py:999:16
|
997 | env_value = os.environ.get(env)
998 | if env_value is not None:
999 | if type_ == bool:
| ^^^^^^^^^^^^^
1000 | default = env_value.lower() in ('true', '1', 'yes')
1001 | else:
|
E721 Use is and is not for type comparisons, or isinstance() for isinstance checks
--> optillm/server.py:1006:16
|
1004 | parser.add_argument(arg, type=type_, default=default, help=help_text, choices=extra[0])
1005 | else:
1006 | if type_ == bool:
| ^^^^^^^^^^^^^
1007 | # For boolean flags, use store_true action
1008 | parser.add_argument(arg, action='store_true', default=default, help=help_text)
|
F841 Local variable can_use_true_batching is assigned to but never used
--> optillm/server.py:1130:21
|
1128 | req_data['operation'] != first_req['operation'] or
1129 | req_data['model'] != first_req['model']):
1130 | can_use_true_batching = False
| ^^^^^^^^^^^^^^^^^^^^^
1131 | break
|
help: Remove assignment to unused variable can_use_true_batching
F401 mlx.core imported but unused; consider using importlib.util.find_spec to test for availability
--> optillm/thinkdeeper_mlx.py:14:24
|
13 | try:
14 | import mlx.core as mx
| ^^
15 | from mlx_lm import generate as mlx_generate
16 | from mlx_lm.sample_utils import make_sampler
|
help: Remove unused import: mlx.core
F403 from z3 import * used; unable to detect undefined names
--> optillm/z3_solver.py:2:1
|
1 | from typing import Dict, Any
2 | from z3 import *
| ^^^^^^^^^^^^^^^^
3 | import sympy
4 | import io
|
F841 Local variable position is assigned to but never used
--> scripts/eval_aime_benchmark.py:166:9
|
165 | # Count thought transitions
166 | position = 0
| ^^^^^^^^
167 | for phrase in THOUGHT_TRANSITIONS:
168 | # Find all occurrences of each transition phrase
|
help: Remove assignment to unused variable position
E402 Module level import not at top of file --> scripts/eval_imo25_benchmark.py:30:1 | 29 | # Import the actual IMO 2025 problems and reference solutions 30 | from imo25_reference import IMO_2025_PROBLEMS, verify_answer_format, verify_key_insights | ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ 31 | 32 | SYSTEM_PROMPT = '''You are solving IMO (International Mathematical Olympiad) problems - the most challenging mathematical competition … |
E722 Do not use bare except
--> scripts/eval_math500_benchmark.py:112:5
|
110 | try:
111 | return abs(float(str1) - float(str2)) < 1e-10
112 | except:
| ^^^^^^
113 | return False
|
E722 Do not use bare except
--> scripts/eval_math500_benchmark.py:605:5
|
603 | logger.debug(f"Normalized as algebraic expression: {repr(result)}")
604 | return result
605 | except:
| ^^^^^^
606 | logger.debug("Failed to normalize as algebraic expression")
607 | pass
|
E722 Do not use bare except
--> scripts/eval_simpleqa_benchmark.py:201:25
|
199 | try:
200 | metadata = json.loads(row['metadata']) if row.get('metadata') else {}
201 | except:
| ^^^^^^
202 | metadata = {}
203 | question_id = i
|
F841 Local variable approaches is assigned to but never used
--> scripts/train_optillm_classifier.py:140:13
|
138 | input_ids = batch['input_ids'].to(device)
139 | attention_mask = batch['attention_mask'].to(device)
140 | approaches = batch['approaches'].to(device)
| ^^^^^^^^^^
141 | ranks = batch['ranks'].to(device)
142 | tokens = batch['tokens'].to(device)
|
help: Remove assignment to unused variable approaches
F841 Local variable approaches is assigned to but never used
--> scripts/train_optillm_classifier.py:203:13
|
201 | input_ids = batch['input_ids'].to(device)
202 | attention_mask = batch['attention_mask'].to(device)
203 | approaches = batch['approaches'].to(device)
| ^^^^^^^^^^
204 | ranks = batch['ranks'].to(device)
205 | tokens = batch['tokens'].to(device)
|
help: Remove assignment to unused variable approaches
F401 optillm.plugins.deepthink.SelfDiscover imported but unused; consider using importlib.util.find_spec to test for availability
--> tests/test_ci_quick.py:35:43
|
33 | # Test plugin subdirectory imports (critical for issue #220)
34 | try:
35 | from optillm.plugins.deepthink import SelfDiscover, UncertaintyRoutedCoT
| ^^^^^^^^^^^^
36 | from optillm.plugins.deep_research import DeepResearcher
37 | from optillm.plugins.longcepo import run_longcepo
|
help: Remove unused import
F401 optillm.plugins.deepthink.UncertaintyRoutedCoT imported but unused; consider using importlib.util.find_spec to test for availability
--> tests/test_ci_quick.py:35:57
|
33 | # Test plugin subdirectory imports (critical for issue #220)
34 | try:
35 | from optillm.plugins.deepthink import SelfDiscover, UncertaintyRoutedCoT
| ^^^^^^^^^^^^^^^^^^^^
36 | from optillm.plugins.deep_research import DeepResearcher
37 | from optillm.plugins.longcepo import run_longcepo
|
help: Remove unused import
F401 optillm.plugins.deep_research.DeepResearcher imported but unused; consider using importlib.util.find_spec to test for availability
--> tests/test_ci_quick.py:36:47
|
34 | try:
35 | from optillm.plugins.deepthink import SelfDiscover, UncertaintyRoutedCoT
36 | from optillm.plugins.deep_research import DeepResearcher
| ^^^^^^^^^^^^^^
37 | from optillm.plugins.longcepo import run_longcepo
38 | from optillm.plugins.spl import run_spl
|
help: Remove unused import: optillm.plugins.deep_research.DeepResearcher
F401 optillm.plugins.longcepo.run_longcepo imported but unused; consider using importlib.util.find_spec to test for availability
--> tests/test_ci_quick.py:37:42
|
35 | from optillm.plugins.deepthink import SelfDiscover, UncertaintyRoutedCoT
36 | from optillm.plugins.deep_research import DeepResearcher
37 | from optillm.plugins.longcepo import run_longcepo
| ^^^^^^^^^^^^
38 | from optillm.plugins.spl import run_spl
39 | from optillm.plugins.proxy import client, config, approach_handler
|
help: Remove unused import: optillm.plugins.longcepo.run_longcepo
F401 optillm.plugins.spl.run_spl imported but unused; consider using importlib.util.find_spec to test for availability
--> tests/test_ci_quick.py:38:37
|
36 | from optillm.plugins.deep_research import DeepResearcher
37 | from optillm.plugins.longcepo import run_longcepo
38 | from optillm.plugins.spl import run_spl
| ^^^^^^^
39 | from optillm.plugins.proxy import client, config, approach_handler
40 | print("✅ Plugin submodule imports working - no relative import errors")
|
help: Remove unused import: optillm.plugins.spl.run_spl
F401 optillm.plugins.proxy.client imported but unused; consider using importlib.util.find_spec to test for availability
--> tests/test_ci_quick.py:39:39
|
37 | from optillm.plugins.longcepo import run_longcepo
38 | from optillm.plugins.spl import run_spl
39 | from optillm.plugins.proxy import client, config, approach_handler
| ^^^^^^
40 | print("✅ Plugin submodule imports working - no relative import errors")
41 | except ImportError as e:
|
help: Remove unused import
F401 optillm.plugins.proxy.config imported but unused; consider using importlib.util.find_spec to test for availability
--> tests/test_ci_quick.py:39:47
|
37 | from optillm.plugins.longcepo import run_longcepo
38 | from optillm.plugins.spl import run_spl
39 | from optillm.plugins.proxy import client, config, approach_handler
| ^^^^^^
40 | print("✅ Plugin submodule imports working - no relative import errors")
41 | except ImportError as e:
|
help: Remove unused import
F401 optillm.plugins.proxy.approach_handler imported but unused; consider using importlib.util.find_spec to test for availability
--> tests/test_ci_quick.py:39:55
|
37 | from optillm.plugins.longcepo import run_longcepo
38 | from optillm.plugins.spl import run_spl
39 | from optillm.plugins.proxy import client, config, approach_handler
| ^^^^^^^^^^^^^^^^
40 | print("✅ Plugin submodule imports working - no relative import errors")
41 | except ImportError as e:
|
help: Remove unused import
F841 Local variable request_id2 is assigned to but never used
--> tests/test_conversation_logger.py:192:9
|
190 | # Test enabled logger stats with active conversations
191 | request_id1 = self.logger_enabled.start_conversation({}, "test", "model")
192 | request_id2 = self.logger_enabled.start_conversation({}, "test", "model")
| ^^^^^^^^^^^
193 |
194 | stats = self.logger_enabled.get_stats()
|
help: Remove assignment to unused variable request_id2
F841 Local variable found_relevant_entry is assigned to but never used
--> tests/test_conversation_logging_server.py:443:17
|
441 | for entry in entries:
442 | if "error logging scenarios" in str(entry.get("client_request", {})):
443 | found_relevant_entry = True
| ^^^^^^^^^^^^^^^^^^^^
444 | break
|
help: Remove assignment to unused variable found_relevant_entry
F401 optillm.deepconf.deepconf_decode imported but unused; consider using importlib.util.find_spec to test for availability
--> tests/test_deepconf.py:23:38
|
22 | try:
23 | from optillm.deepconf import deepconf_decode
| ^^^^^^^^^^^^^^^
24 | from optillm.deepconf.confidence import ConfidenceCalculator, ConfidenceThresholdCalibrator
25 | from optillm.deepconf.processor import DeepConfProcessor, TraceResult, DEFAULT_CONFIG
|
help: Remove unused import: optillm.deepconf.deepconf_decode
F401 optillm.deepconf.confidence.ConfidenceCalculator imported but unused; consider using importlib.util.find_spec to test for availability
--> tests/test_deepconf.py:24:49
|
22 | try:
23 | from optillm.deepconf import deepconf_decode
24 | from optillm.deepconf.confidence import ConfidenceCalculator, ConfidenceThresholdCalibrator
| ^^^^^^^^^^^^^^^^^^^^
25 | from optillm.deepconf.processor import DeepConfProcessor, TraceResult, DEFAULT_CONFIG
26 | logger.info("✓ All imports successful")
|
help: Remove unused import
F401 optillm.deepconf.confidence.ConfidenceThresholdCalibrator imported but unused; consider using importlib.util.find_spec to test for availability
--> tests/test_deepconf.py:24:71
|
22 | try:
23 | from optillm.deepconf import deepconf_decode
24 | from optillm.deepconf.confidence import ConfidenceCalculator, ConfidenceThresholdCalibrator
| ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
25 | from optillm.deepconf.processor import DeepConfProcessor, TraceResult, DEFAULT_CONFIG
26 | logger.info("✓ All imports successful")
|
help: Remove unused import
F401 optillm.deepconf.processor.DeepConfProcessor imported but unused; consider using importlib.util.find_spec to test for availability
--> tests/test_deepconf.py:25:48
|
23 | from optillm.deepconf import deepconf_decode
24 | from optillm.deepconf.confidence import ConfidenceCalculator, ConfidenceThresholdCalibrator
25 | from optillm.deepconf.processor import DeepConfProcessor, TraceResult, DEFAULT_CONFIG
| ^^^^^^^^^^^^^^^^^
26 | logger.info("✓ All imports successful")
27 | return True
|
help: Remove unused import
F401 optillm.deepconf.processor.TraceResult imported but unused; consider using importlib.util.find_spec to test for availability
--> tests/test_deepconf.py:25:67
|
23 | from optillm.deepconf import deepconf_decode
24 | from optillm.deepconf.confidence import ConfidenceCalculator, ConfidenceThresholdCalibrator
25 | from optillm.deepconf.processor import DeepConfProcessor, TraceResult, DEFAULT_CONFIG
| ^^^^^^^^^^^
26 | logger.info("✓ All imports successful")
27 | return True
|
help: Remove unused import
F401 optillm.deepconf.processor.DEFAULT_CONFIG imported but unused; consider using importlib.util.find_spec to test for availability
--> tests/test_deepconf.py:25:80
|
23 | from optillm.deepconf import deepconf_decode
24 | from optillm.deepconf.confidence import ConfidenceCalculator, ConfidenceThresholdCalibrator
25 | from optillm.deepconf.processor import DeepConfProcessor, TraceResult, DEFAULT_CONFIG
| ^^^^^^^^^^^^^^
26 | logger.info("✓ All imports successful")
27 | return True
|
help: Remove unused import
E712 Avoid equality comparisons to True; use info["local_models_only"]: for truth checks
--> tests/test_deepconf.py:154:16
|
152 | assert key in info, f"Missing key: {key}"
153 |
154 | assert info["local_models_only"] == True
| ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
155 | assert "low" in info["variants"] and "high" in info["variants"]
|
help: Replace with info["local_models_only"]
F841 Local variable start_time is assigned to but never used
--> tests/test_mars_imo25.py:31:9
|
29 | def chat_completions_create(self, **kwargs):
30 | """Mock completions.create with realistic IMO25 responses"""
31 | start_time = time.time()
| ^^^^^^^^^^
32 | time.sleep(self.response_delay)
33 | self.call_count += 1
|
help: Remove assignment to unused variable start_time
F841 Local variable start_time is assigned to but never used
--> tests/test_mars_parallel.py:33:9
|
31 | def chat_completions_create(self, **kwargs):
32 | """Mock completions.create with configurable delay"""
33 | start_time = time.time()
| ^^^^^^^^^^
34 | time.sleep(self.response_delay) # Simulate API call delay
35 | self.call_count += 1
|
help: Remove assignment to unused variable start_time
F841 Local variable server is assigned to but never used
--> tests/test_mcp_plugin.py:441:13
|
439 | )
440 |
441 | server = MCPServer("test", config)
| ^^^^^^
442 |
443 | # Test the header expansion logic from connect_sse method
|
help: Remove assignment to unused variable server
F401 spacy imported but unused; consider using importlib.util.find_spec to test for availability
--> tests/test_privacy_plugin_performance.py:92:20
|
90 | # Check if required dependencies are available
91 | try:
92 | import spacy
| ^^^^^
93 | from presidio_analyzer import AnalyzerEngine
94 | from presidio_anonymizer import AnonymizerEngine
|
help: Remove unused import: spacy
F401 presidio_analyzer.AnalyzerEngine imported but unused; consider using importlib.util.find_spec to test for availability
--> tests/test_privacy_plugin_performance.py:93:43
|
91 | try:
92 | import spacy
93 | from presidio_analyzer import AnalyzerEngine
| ^^^^^^^^^^^^^^
94 | from presidio_anonymizer import AnonymizerEngine
95 | except ImportError as e:
|
help: Remove unused import: presidio_analyzer.AnalyzerEngine
F401 presidio_anonymizer.AnonymizerEngine imported but unused; consider using importlib.util.find_spec to test for availability
--> tests/test_privacy_plugin_performance.py:94:45
|
92 | import spacy
93 | from presidio_analyzer import AnalyzerEngine
94 | from presidio_anonymizer import AnonymizerEngine
| ^^^^^^^^^^^^^^^^
95 | except ImportError as e:
96 | print(f"⚠️ Skipping performance test - dependencies not installed: {e}")
|
help: Remove unused import: presidio_anonymizer.AnonymizerEngine
F841 Local variable mock_openai is assigned to but never used
--> tests/test_ssl_config.py:110:48
|
108 | # Create client
109 | with patch('httpx.Client') as mock_httpx_client,
110 | patch('optillm.server.OpenAI') as mock_openai:
| ^^^^^^^^^^^
111 | get_config()
112 | # Verify httpx.Client was called with verify=False
|
help: Remove assignment to unused variable mock_openai
F841 Local variable mock_openai is assigned to but never used
--> tests/test_ssl_config.py:126:48
|
124 | # Create client
125 | with patch('httpx.Client') as mock_httpx_client,
126 | patch('optillm.server.OpenAI') as mock_openai:
| ^^^^^^^^^^^
127 | get_config()
128 | # Verify httpx.Client was called with verify=True
|
help: Remove assignment to unused variable mock_openai
F841 Local variable mock_openai is assigned to but never used
--> tests/test_ssl_config.py:143:48
|
141 | # Create client
142 | with patch('httpx.Client') as mock_httpx_client,
143 | patch('optillm.server.OpenAI') as mock_openai:
| ^^^^^^^^^^^
144 | get_config()
145 | # Verify httpx.Client was called with custom cert path
|
help: Remove assignment to unused variable mock_openai
F841 Local variable mock_httpx_client is assigned to but never used
--> tests/test_ssl_config.py:159:79
|
157 | mock_http_client_instance = MagicMock()
158 |
159 | with patch('httpx.Client', return_value=mock_http_client_instance) as mock_httpx_client,
| ^^^^^^^^^^^^^^^^^
160 | patch('optillm.server.OpenAI') as mock_openai:
161 | get_config()
|
help: Remove assignment to unused variable mock_httpx_client
F841 Local variable mock_httpx_client is assigned to but never used
--> tests/test_ssl_config.py:180:79
|
178 | mock_http_client_instance = MagicMock()
179 |
180 | with patch('httpx.Client', return_value=mock_http_client_instance) as mock_httpx_client,
| ^^^^^^^^^^^^^^^^^
181 | patch('optillm.server.Cerebras') as mock_cerebras:
182 | get_config()
|
help: Remove assignment to unused variable mock_httpx_client
F841 Local variable mock_httpx_client is assigned to but never used
--> tests/test_ssl_config.py:200:79
|
198 | mock_http_client_instance = MagicMock()
199 |
200 | with patch('httpx.Client', return_value=mock_http_client_instance) as mock_httpx_client,
| ^^^^^^^^^^^^^^^^^
201 | patch('optillm.server.AzureOpenAI') as mock_azure:
202 | get_config()
|
help: Remove assignment to unused variable mock_httpx_client
F841 Local variable mock_httpx_client is assigned to but never used
--> tests/test_ssl_config.py:318:39
|
316 | server_config['ssl_cert_path'] = ''
317 |
318 | with patch('httpx.Client') as mock_httpx_client,
| ^^^^^^^^^^^^^^^^^
319 | patch('optillm.server.OpenAI') as mock_openai,
320 | patch('optillm.server.logger.warning') as mock_logger_warning:
|
help: Remove assignment to unused variable mock_httpx_client
F841 Local variable mock_openai is assigned to but never used
--> tests/test_ssl_config.py:319:48
|
318 | with patch('httpx.Client') as mock_httpx_client,
319 | patch('optillm.server.OpenAI') as mock_openai,
| ^^^^^^^^^^^
320 | patch('optillm.server.logger.warning') as mock_logger_warning:
321 | get_config()
|
help: Remove assignment to unused variable mock_openai
F841 Local variable mock_httpx_client is assigned to but never used
--> tests/test_ssl_config.py:339:39
|
337 | server_config['ssl_cert_path'] = test_cert_path
338 |
339 | with patch('httpx.Client') as mock_httpx_client,
| ^^^^^^^^^^^^^^^^^
340 | patch('optillm.server.OpenAI') as mock_openai,
341 | patch('optillm.server.logger.info') as mock_logger_info:
|
help: Remove assignment to unused variable mock_httpx_client
F841 Local variable mock_openai is assigned to but never used
--> tests/test_ssl_config.py:340:48
|
339 | with patch('httpx.Client') as mock_httpx_client,
340 | patch('optillm.server.OpenAI') as mock_openai,
| ^^^^^^^^^^^
341 | patch('optillm.server.logger.info') as mock_logger_info:
342 | get_config()
|
help: Remove assignment to unused variable mock_openai
Found 353 errors (264 fixed, 89 remaining).
No fixes available (36 hidden fixes can be enabled with the --unsafe-fixes option).
(.venv) niko@agentic-tools:~/optillm$
