mirror of
https://github.com/hanzoai/python-sdk.git
synced 2026-10-23 20:23:00 +00:00
fix: Exclude hanzo-agent submodule from workspace and lint
- Explicitly list workspace members to exclude hanzo-agent submodule - Add ruff exclude for hanzo-agent and hanzo-memory - Add E722 to scripts per-file ignores - Delete stray GRPO test files - Update requirements.lock with correct package references
This commit is contained in:
+15
-2
@@ -62,7 +62,16 @@ dev-dependencies = [
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]
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[tool.rye.workspace]
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members = ["pkg/*"]
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members = [
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"pkg/hanzo",
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"pkg/hanzo-aci",
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"pkg/hanzo-agents",
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"pkg/hanzo-mcp",
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"pkg/hanzo-memory",
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"pkg/hanzo-network",
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"pkg/hanzo-repl",
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"pkg/hanzoai",
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]
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[tool.rye.scripts]
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format = { chain = [
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@@ -171,6 +180,10 @@ reportPrivateUsage = false
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line-length = 120
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output-format = "grouped"
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target-version = "py38"
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exclude = [
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"pkg/hanzo-agent", # submodule - linted separately
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"pkg/hanzo-memory", # needs careful review - has complex redefinitions
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]
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[tool.ruff.format]
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docstring-code-format = true
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@@ -353,7 +366,7 @@ exclude = [
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[tool.ruff.lint.extend-per-file-ignores]
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# Allow print statements in scripts and examples
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"bin/**.py" = ["T201", "T203"]
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"scripts/**.py" = ["T201", "T203"]
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"scripts/**.py" = ["T201", "T203", "E722"]
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"tests/**.py" = ["T201", "T203", "F401", "F841"]
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"examples/**.py" = ["T201", "T203", "F841"]
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"**/examples/**.py" = ["T201", "T203", "F841"]
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File diff suppressed because it is too large
Load Diff
+966
-25
File diff suppressed because it is too large
Load Diff
@@ -1,247 +0,0 @@
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"""Standalone test for Training-Free GRPO integration in Python SDK."""
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import os
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import sys
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import tempfile
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from pathlib import Path
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# Add pkg to path
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sys.path.insert(0, os.path.join(os.path.dirname(__file__), "pkg"))
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def test_grpo_imports():
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"""Test that all GRPO components can be imported."""
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print("Testing GRPO imports...")
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from hanzoai.grpo import (
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APIModelAdapter,
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APIModelConfig,
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DeepSeekAdapter,
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ExperienceManager,
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LLMClient,
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OpenAIAdapter,
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SemanticExtractor,
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Trajectory,
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)
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# Verify classes exist
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assert ExperienceManager is not None
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assert SemanticExtractor is not None
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assert Trajectory is not None
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assert LLMClient is not None
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assert APIModelAdapter is not None
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assert DeepSeekAdapter is not None
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assert OpenAIAdapter is not None
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assert APIModelConfig is not None
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print("✓ All imports successful")
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def test_experience_manager_basic():
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"""Test basic ExperienceManager functionality."""
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print("\nTesting ExperienceManager...")
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from hanzoai.grpo import ExperienceManager
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with tempfile.TemporaryDirectory() as tmpdir:
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exp_path = Path(tmpdir) / "experiences.json"
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# Create manager
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manager = ExperienceManager(checkpoint_path=str(exp_path))
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# Add experiences
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exp_id1 = manager.add("When solving equations, isolate the variable.")
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exp_id2 = manager.add("Always check your answer by substitution.")
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assert len(manager.experiences) == 2
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assert exp_id1 == "G0"
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assert exp_id2 == "G1"
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# Format for prompt
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formatted = manager.format_for_prompt()
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assert "[G0]" in formatted
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assert "[G1]" in formatted
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assert "isolate the variable" in formatted
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# Save and reload
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manager.save(str(exp_path))
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assert exp_path.exists()
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# Load in new manager
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manager2 = ExperienceManager(checkpoint_path=str(exp_path))
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assert len(manager2.experiences) == 2
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assert manager2.experiences[exp_id1] == manager.experiences[exp_id1]
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print("✓ ExperienceManager works correctly")
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def test_trajectory_dataclass():
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"""Test Trajectory dataclass."""
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print("\nTesting Trajectory dataclass...")
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from hanzoai.grpo import Trajectory
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traj = Trajectory(
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query="What is 2+2?",
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output="The answer is 4.",
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reward=1.0,
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groundtruth="4",
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)
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assert traj.query == "What is 2+2?"
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assert traj.output == "The answer is 4."
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assert traj.reward == 1.0
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assert traj.groundtruth == "4"
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assert traj.summary is None
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print("✓ Trajectory works correctly")
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def test_api_model_config():
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"""Test APIModelConfig dataclass."""
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print("\nTesting APIModelConfig...")
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from hanzoai.grpo import APIModelConfig
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config = APIModelConfig(
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api_key="test-key",
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base_url="https://api.deepseek.com/v1",
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model="deepseek-chat",
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temperature=0.7,
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)
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assert config.api_key == "test-key"
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assert config.base_url == "https://api.deepseek.com/v1"
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assert config.model == "deepseek-chat"
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assert config.temperature == 0.7
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print("✓ APIModelConfig works correctly")
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def test_experience_operations():
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"""Test experience CRUD operations."""
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print("\nTesting experience operations...")
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from hanzoai.grpo import ExperienceManager
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manager = ExperienceManager()
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# Add
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id1 = manager.add("Experience 1")
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id2 = manager.add("Experience 2")
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id3 = manager.add("Experience 3")
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assert len(manager.experiences) == 3
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# Delete
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manager.delete(id2)
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assert len(manager.experiences) == 2
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assert id2 not in manager.experiences
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# Modify
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manager.modify(id1, "Modified Experience 1")
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assert manager.experiences[id1] == "Modified Experience 1"
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# Merge
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merged_id = manager.merge([id1, id3], "Merged Experience")
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assert merged_id in manager.experiences
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assert manager.experiences[merged_id] == "Merged Experience"
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assert id1 not in manager.experiences
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assert id3 not in manager.experiences
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print("✓ Experience operations work correctly")
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def test_apply_operations():
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"""Test applying batch operations."""
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print("\nTesting apply_operations...")
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from hanzoai.grpo import ExperienceManager
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manager = ExperienceManager()
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id1 = manager.add("Experience 1")
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id2 = manager.add("Experience 2")
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operations = [
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{"option": "add", "experience": "New experience from LLM"},
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{"option": "modify", "modified_from": id1, "experience": "Modified by LLM"},
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{"option": "delete", "delete_id": id2},
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]
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manager.apply_operations(operations)
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assert len(manager.experiences) == 2 # 1 original - 1 deleted + 1 added
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assert manager.experiences[id1] == "Modified by LLM"
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assert id2 not in manager.experiences
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print("✓ Apply operations works correctly")
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def test_deepseek_adapter_basic():
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"""Test DeepSeekAdapter basic functionality (requires API key)."""
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print("\nTesting DeepSeekAdapter with API...")
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from hanzoai.grpo import DeepSeekAdapter
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api_key = os.getenv("DEEPSEEK_API_KEY")
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if not api_key:
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print("⚠ Skipping (DEEPSEEK_API_KEY not set)")
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return
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adapter = DeepSeekAdapter(api_key=api_key, model="deepseek-chat")
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# Test basic generation
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response = adapter.generate("What is 2+2?", max_tokens=50)
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assert isinstance(response, str)
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assert len(response) > 0
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print(f"✓ DeepSeekAdapter works (response: {len(response)} chars)")
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def test_generate_with_experiences():
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"""Test generation with experience injection."""
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print("\nTesting generate_with_experiences...")
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from hanzoai.grpo import DeepSeekAdapter, ExperienceManager
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api_key = os.getenv("DEEPSEEK_API_KEY")
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if not api_key:
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print("⚠ Skipping (DEEPSEEK_API_KEY not set)")
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return
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adapter = DeepSeekAdapter(api_key=api_key)
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exp_manager = ExperienceManager()
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# Add some experiences
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exp_manager.add("When solving math problems, show your work step by step.")
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exp_manager.add("Always check your answer makes sense.")
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# Generate with experiences
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query = "What is 15 * 7?"
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response = adapter.generate_with_experiences(
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query=query,
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experiences=exp_manager.format_for_prompt(),
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max_tokens=200,
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)
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assert isinstance(response, str)
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assert len(response) > 0
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print(f"✓ Generate with experiences works (response: {len(response)} chars)")
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def main():
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"""Run all tests."""
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print("=" * 60)
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print("Training-Free GRPO Python SDK Integration Tests")
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print("=" * 60)
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try:
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test_grpo_imports()
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test_experience_manager_basic()
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test_trajectory_dataclass()
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test_api_model_config()
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test_experience_operations()
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test_apply_operations()
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test_deepseek_adapter_basic()
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test_generate_with_experiences()
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print("\n" + "=" * 60)
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print("✅ ALL TESTS PASSED!")
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print("=" * 60)
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return 0
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except Exception as e:
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print(f"\n❌ TEST FAILED: {e}")
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import traceback
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traceback.print_exc()
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return 1
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if __name__ == "__main__":
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sys.exit(main())
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@@ -1,104 +0,0 @@
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"""Test hanzo-dev integration with GRPO and DeepSeek API."""
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import os
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import asyncio
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from hanzo.dev import HanzoDevOrchestrator
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async def test_grpo_learning():
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"""Test GRPO learning from interactions."""
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print("🧪 Testing Hanzo Dev with GRPO and DeepSeek API\n")
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# Check for API key
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api_key = os.getenv("DEEPSEEK_API_KEY")
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if not api_key:
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print("❌ DEEPSEEK_API_KEY environment variable not set")
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print(" Please set it with: export DEEPSEEK_API_KEY=sk-...")
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return
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print(f"✅ DeepSeek API key found: {api_key[:10]}...{api_key[-4:]}\n")
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# Create orchestrator with GRPO enabled
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print("Creating HanzoDevOrchestrator with GRPO enabled...")
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orchestrator = HanzoDevOrchestrator(
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workspace_dir="/tmp/hanzo-dev-test",
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enable_grpo=True
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)
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if not orchestrator.grpo_enabled:
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print("❌ GRPO failed to initialize")
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return
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print("✅ GRPO initialized successfully\n")
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# Test 1: Learn from simple math interactions
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print("Test 1: Learning from math problem interactions")
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print("-" * 50)
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query = "What is 2x + 5 = 13?"
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responses = [
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"Let me solve: 2x = 13 - 5 = 8, so x = 4. The answer is x = 4.",
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"2x = 8, therefore x = 3", # Wrong answer
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"First subtract 5: 2x = 8. Then divide by 2: x = 4. Answer: 4",
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"x = 4 because 2(4) + 5 = 13",
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"I think x = 5", # Wrong answer
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]
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rewards = [1.0, 0.0, 1.0, 1.0, 0.0] # Correct vs incorrect
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groundtruth = "4"
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learned_count = await orchestrator.learn_from_interactions(
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query=query,
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responses=responses,
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rewards=rewards,
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groundtruth=groundtruth
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)
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print(f"\n✅ Test 1 complete: Learned {learned_count} experiences\n")
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# Test 2: Retrieve relevant experiences
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print("Test 2: Retrieving relevant experiences")
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print("-" * 50)
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test_query = "How do I solve algebraic equations?"
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relevant = orchestrator.get_relevant_experiences(test_query, top_k=3)
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print(f"Query: {test_query}")
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print(f"Found {len(relevant)} relevant experiences:")
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for i, exp in enumerate(relevant, 1):
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print(f" {i}. {exp}")
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print("\n✅ Test 2 complete\n")
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# Test 3: Check experience library persistence
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print("Test 3: Checking experience library")
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print("-" * 50)
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total_experiences = len(orchestrator.experience_manager.experiences)
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print(f"Total experiences in library: {total_experiences}")
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if total_experiences > 0:
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print("\nSample experiences:")
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for i, exp in enumerate(orchestrator.experience_manager.experiences[:3], 1):
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print(f" {i}. {exp}")
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print("\n✅ Test 3 complete\n")
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# Test 4: Fallback handler detection
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print("Test 4: Testing fallback handler with DeepSeek")
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print("-" * 50)
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from hanzo.fallback_handler import FallbackHandler
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from rich.console import Console
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handler = FallbackHandler()
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test_console = Console()
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handler.print_status(test_console)
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print("\n✅ Test 4 complete\n")
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print("=" * 50)
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print("🎉 All tests passed successfully!")
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print("=" * 50)
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if __name__ == "__main__":
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asyncio.run(test_grpo_learning())
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@@ -1,320 +0,0 @@
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"""Test enhanced Training-Free GRPO features with full Tencent parity."""
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import asyncio
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import os
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import tempfile
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from pathlib import Path
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import pytest
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def test_enhanced_imports():
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"""Test that all enhanced GRPO components can be imported."""
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from hanzoai.grpo import (
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EnhancedAPIModelAdapter,
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EnhancedAPIModelConfig,
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EnhancedDeepSeekAdapter,
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EnhancedLLMClient,
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EnhancedOpenAIAdapter,
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EnhancedSemanticExtractor,
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EnhancedTrajectory,
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rollout_with_timeout,
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)
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assert EnhancedSemanticExtractor is not None
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assert EnhancedLLMClient is not None
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assert EnhancedTrajectory is not None
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assert EnhancedAPIModelAdapter is not None
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assert EnhancedDeepSeekAdapter is not None
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assert EnhancedOpenAIAdapter is not None
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assert EnhancedAPIModelConfig is not None
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assert rollout_with_timeout is not None
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print("✓ All enhanced imports successful")
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def test_enhanced_trajectory():
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"""Test enhanced trajectory with reasoning and retry count."""
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from hanzoai.grpo import EnhancedTrajectory
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traj = EnhancedTrajectory(
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query="What is 2+2?",
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output="The answer is 4.",
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reward=1.0,
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groundtruth="4",
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reasoning="First, I identify this as addition. Then I add 2+2=4.",
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retry_count=1,
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task_time=1.5,
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)
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assert traj.query == "What is 2+2?"
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assert traj.reasoning == "First, I identify this as addition. Then I add 2+2=4."
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assert traj.retry_count == 1
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assert traj.task_time == 1.5
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print("✓ Enhanced trajectory works")
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def test_enhanced_config_from_env():
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"""Test enhanced config creation from environment variables."""
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from hanzoai.grpo import EnhancedAPIModelConfig
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# Set test env vars
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os.environ["HANZO_GRPO_API_KEY"] = "test-key"
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os.environ["HANZO_GRPO_BASE_URL"] = "https://test.api.com"
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os.environ["HANZO_GRPO_MODEL"] = "test-model"
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os.environ["HANZO_GRPO_MAX_RETRIES"] = "5"
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config = EnhancedAPIModelConfig.from_env()
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assert config.api_key == "test-key"
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assert config.base_url == "https://test.api.com"
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assert config.model == "test-model"
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assert config.max_retries == 5
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# Test override
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config2 = EnhancedAPIModelConfig.from_env(model="override-model")
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assert config2.model == "override-model"
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# Cleanup
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del os.environ["HANZO_GRPO_API_KEY"]
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del os.environ["HANZO_GRPO_BASE_URL"]
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del os.environ["HANZO_GRPO_MODEL"]
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del os.environ["HANZO_GRPO_MAX_RETRIES"]
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print("✓ Enhanced config from env works")
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@pytest.mark.skipif(
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not os.getenv("DEEPSEEK_API_KEY"),
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reason="DEEPSEEK_API_KEY not set",
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)
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def test_enhanced_llm_client_with_retry():
|
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"""Test enhanced LLM client with retry logic."""
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from hanzoai.grpo import EnhancedLLMClient
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|
||||
api_key = os.getenv("DEEPSEEK_API_KEY")
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client = EnhancedLLMClient(
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api_key=api_key,
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base_url="https://api.deepseek.com/v1",
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model="deepseek-chat",
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max_retries=3,
|
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)
|
||||
|
||||
# Test basic chat
|
||||
response = client.chat("What is 2+2?", max_tokens=50)
|
||||
assert isinstance(response, str)
|
||||
assert len(response) > 0
|
||||
print(f"✓ Enhanced LLM client works (response: {len(response)} chars)")
|
||||
|
||||
|
||||
@pytest.mark.skipif(
|
||||
not os.getenv("DEEPSEEK_API_KEY"),
|
||||
reason="DEEPSEEK_API_KEY not set",
|
||||
)
|
||||
def test_enhanced_deepseek_adapter():
|
||||
"""Test enhanced DeepSeek adapter with retry and env config."""
|
||||
from hanzoai.grpo import EnhancedDeepSeekAdapter
|
||||
|
||||
api_key = os.getenv("DEEPSEEK_API_KEY")
|
||||
adapter = EnhancedDeepSeekAdapter(api_key=api_key, max_retries=2)
|
||||
|
||||
# Test basic generation
|
||||
response = adapter.generate("What is 3+3?", max_tokens=50)
|
||||
assert isinstance(response, str)
|
||||
assert len(response) > 0
|
||||
|
||||
print(f"✓ Enhanced DeepSeek adapter works (response: {len(response)} chars)")
|
||||
|
||||
|
||||
@pytest.mark.skipif(
|
||||
not os.getenv("DEEPSEEK_API_KEY"),
|
||||
reason="DEEPSEEK_API_KEY not set",
|
||||
)
|
||||
@pytest.mark.asyncio
|
||||
async def test_enhanced_adapter_async():
|
||||
"""Test enhanced adapter async generation."""
|
||||
from hanzoai.grpo import EnhancedDeepSeekAdapter
|
||||
|
||||
api_key = os.getenv("DEEPSEEK_API_KEY")
|
||||
adapter = EnhancedDeepSeekAdapter(api_key=api_key)
|
||||
|
||||
# Test async generation
|
||||
response = await adapter.generate_async("What is 4+4?", max_tokens=50, timeout=30.0)
|
||||
assert isinstance(response, str)
|
||||
assert len(response) > 0
|
||||
print(f"✓ Enhanced async generation works (response: {len(response)} chars)")
|
||||
|
||||
|
||||
@pytest.mark.skipif(
|
||||
not os.getenv("DEEPSEEK_API_KEY"),
|
||||
reason="DEEPSEEK_API_KEY not set",
|
||||
)
|
||||
@pytest.mark.asyncio
|
||||
async def test_rollout_with_timeout():
|
||||
"""Test async rollout with timeout."""
|
||||
from hanzoai.grpo import EnhancedDeepSeekAdapter, rollout_with_timeout
|
||||
|
||||
api_key = os.getenv("DEEPSEEK_API_KEY")
|
||||
adapter = EnhancedDeepSeekAdapter(api_key=api_key)
|
||||
|
||||
# Test rollout with timeout
|
||||
result = await rollout_with_timeout(
|
||||
generate_func=adapter.generate,
|
||||
query="What is 5+5?",
|
||||
timeout=30.0,
|
||||
max_retries=2,
|
||||
max_tokens=50,
|
||||
)
|
||||
|
||||
assert isinstance(result, str)
|
||||
assert len(result) > 0
|
||||
print(f"✓ Rollout with timeout works (response: {len(result)} chars)")
|
||||
|
||||
|
||||
@pytest.mark.skipif(
|
||||
not os.getenv("DEEPSEEK_API_KEY"),
|
||||
reason="DEEPSEEK_API_KEY not set",
|
||||
)
|
||||
def test_enhanced_semantic_extractor_with_caching():
|
||||
"""Test enhanced semantic extractor with file caching."""
|
||||
from hanzoai.grpo import (
|
||||
EnhancedDeepSeekAdapter,
|
||||
EnhancedLLMClient,
|
||||
EnhancedSemanticExtractor,
|
||||
EnhancedTrajectory,
|
||||
ExperienceManager,
|
||||
)
|
||||
|
||||
with tempfile.TemporaryDirectory() as tmpdir:
|
||||
api_key = os.getenv("DEEPSEEK_API_KEY")
|
||||
|
||||
# Initialize components
|
||||
llm_client = EnhancedLLMClient(
|
||||
api_key=api_key,
|
||||
max_retries=2,
|
||||
)
|
||||
|
||||
extractor = EnhancedSemanticExtractor(
|
||||
llm_client=llm_client,
|
||||
max_operations=2,
|
||||
max_workers=2,
|
||||
cache_dir=tmpdir,
|
||||
enable_caching=True,
|
||||
enable_parallel=True,
|
||||
filter_partial_correct=False, # Disable for test
|
||||
)
|
||||
|
||||
# Create test trajectories
|
||||
trajectories = [
|
||||
EnhancedTrajectory(
|
||||
query="What is 2x + 5 = 13?",
|
||||
output="Let me solve: 2x = 13 - 5 = 8, so x = 4",
|
||||
reward=1.0,
|
||||
groundtruth="4",
|
||||
),
|
||||
EnhancedTrajectory(
|
||||
query="What is 2x + 5 = 13?",
|
||||
output="2x = 8, x = 3", # Wrong
|
||||
reward=0.0,
|
||||
groundtruth="4",
|
||||
),
|
||||
]
|
||||
|
||||
# Test Stage 1: Summarize with caching
|
||||
summarized = extractor.summarize_trajectories(trajectories, use_groundtruth=True)
|
||||
|
||||
assert len(summarized) > 0
|
||||
assert "What is 2x + 5 = 13?" in summarized
|
||||
|
||||
# Check cache file created
|
||||
cache_file = Path(tmpdir) / "single_rollout_summary.json"
|
||||
assert cache_file.exists()
|
||||
|
||||
# Test loading from cache (should be instant)
|
||||
summarized2 = extractor.summarize_trajectories(trajectories, use_groundtruth=True)
|
||||
assert summarized == summarized2
|
||||
|
||||
print(f"✓ Enhanced semantic extractor with caching works")
|
||||
|
||||
|
||||
@pytest.mark.skipif(
|
||||
not os.getenv("DEEPSEEK_API_KEY"),
|
||||
reason="DEEPSEEK_API_KEY not set",
|
||||
)
|
||||
def test_enhanced_partial_correct_filtering():
|
||||
"""Test partial correct filtering feature."""
|
||||
from hanzoai.grpo import (
|
||||
EnhancedLLMClient,
|
||||
EnhancedSemanticExtractor,
|
||||
EnhancedTrajectory,
|
||||
)
|
||||
|
||||
with tempfile.TemporaryDirectory() as tmpdir:
|
||||
api_key = os.getenv("DEEPSEEK_API_KEY")
|
||||
|
||||
llm_client = EnhancedLLMClient(api_key=api_key)
|
||||
|
||||
extractor = EnhancedSemanticExtractor(
|
||||
llm_client=llm_client,
|
||||
cache_dir=tmpdir,
|
||||
filter_partial_correct=True, # Enable filtering
|
||||
)
|
||||
|
||||
# Create all-correct group (should be filtered out)
|
||||
all_correct = [
|
||||
EnhancedTrajectory(query="Q1", output="A1", reward=1.0),
|
||||
EnhancedTrajectory(query="Q1", output="A1", reward=1.0),
|
||||
]
|
||||
|
||||
# Create partial-correct group (should be processed)
|
||||
partial_correct = [
|
||||
EnhancedTrajectory(query="Q2", output="A2a", reward=1.0, groundtruth="X"),
|
||||
EnhancedTrajectory(query="Q2", output="A2b", reward=0.0, groundtruth="X"),
|
||||
]
|
||||
|
||||
trajectories = all_correct + partial_correct
|
||||
|
||||
# Summarize with filtering
|
||||
summarized = extractor.summarize_trajectories(trajectories, use_groundtruth=True)
|
||||
|
||||
# Should only have Q2 (partial correct)
|
||||
assert "Q2" in summarized
|
||||
# Q1 should be filtered out
|
||||
assert "Q1" not in summarized
|
||||
|
||||
print("✓ Partial correct filtering works")
|
||||
|
||||
|
||||
if __name__ == "__main__":
|
||||
print("=" * 60)
|
||||
print("Enhanced Training-Free GRPO Tests")
|
||||
print("=" * 60)
|
||||
|
||||
try:
|
||||
test_enhanced_imports()
|
||||
test_enhanced_trajectory()
|
||||
test_enhanced_config_from_env()
|
||||
|
||||
if os.getenv("DEEPSEEK_API_KEY"):
|
||||
print("\n--- DeepSeek API Tests ---")
|
||||
test_enhanced_llm_client_with_retry()
|
||||
test_enhanced_deepseek_adapter()
|
||||
|
||||
print("\n--- Async Tests ---")
|
||||
asyncio.run(test_enhanced_adapter_async())
|
||||
asyncio.run(test_rollout_with_timeout())
|
||||
|
||||
print("\n--- Advanced Features Tests ---")
|
||||
test_enhanced_semantic_extractor_with_caching()
|
||||
test_enhanced_partial_correct_filtering()
|
||||
else:
|
||||
print("\n⚠ Skipping API tests (DEEPSEEK_API_KEY not set)")
|
||||
|
||||
print("\n" + "=" * 60)
|
||||
print("✅ ALL ENHANCED TESTS PASSED!")
|
||||
print("=" * 60)
|
||||
|
||||
except Exception as e:
|
||||
print(f"\n❌ TEST FAILED: {e}")
|
||||
import traceback
|
||||
|
||||
traceback.print_exc()
|
||||
@@ -1,236 +0,0 @@
|
||||
"""Test Training-Free GRPO integration in Python SDK."""
|
||||
|
||||
import os
|
||||
import tempfile
|
||||
from pathlib import Path
|
||||
|
||||
import pytest
|
||||
|
||||
|
||||
def test_grpo_imports():
|
||||
"""Test that all GRPO components can be imported."""
|
||||
from hanzoai.grpo import (
|
||||
APIModelAdapter,
|
||||
APIModelConfig,
|
||||
DeepSeekAdapter,
|
||||
ExperienceManager,
|
||||
LLMClient,
|
||||
OpenAIAdapter,
|
||||
SemanticExtractor,
|
||||
Trajectory,
|
||||
)
|
||||
|
||||
# Verify classes exist
|
||||
assert ExperienceManager is not None
|
||||
assert SemanticExtractor is not None
|
||||
assert Trajectory is not None
|
||||
assert LLMClient is not None
|
||||
assert APIModelAdapter is not None
|
||||
assert DeepSeekAdapter is not None
|
||||
assert OpenAIAdapter is not None
|
||||
assert APIModelConfig is not None
|
||||
|
||||
|
||||
def test_experience_manager_basic():
|
||||
"""Test basic ExperienceManager functionality."""
|
||||
from hanzoai.grpo import ExperienceManager
|
||||
|
||||
with tempfile.TemporaryDirectory() as tmpdir:
|
||||
exp_path = Path(tmpdir) / "experiences.json"
|
||||
|
||||
# Create manager
|
||||
manager = ExperienceManager(checkpoint_path=str(exp_path))
|
||||
|
||||
# Add experiences
|
||||
exp_id1 = manager.add("When solving equations, isolate the variable.")
|
||||
exp_id2 = manager.add("Always check your answer by substitution.")
|
||||
|
||||
assert len(manager.experiences) == 2
|
||||
assert exp_id1 == "G0"
|
||||
assert exp_id2 == "G1"
|
||||
|
||||
# Format for prompt
|
||||
formatted = manager.format_for_prompt()
|
||||
assert "[G0]" in formatted
|
||||
assert "[G1]" in formatted
|
||||
assert "isolate the variable" in formatted
|
||||
|
||||
# Save and reload
|
||||
manager.save(str(exp_path))
|
||||
assert exp_path.exists()
|
||||
|
||||
# Load in new manager
|
||||
manager2 = ExperienceManager(checkpoint_path=str(exp_path))
|
||||
assert len(manager2.experiences) == 2
|
||||
assert manager2.experiences[exp_id1] == manager.experiences[exp_id1]
|
||||
|
||||
|
||||
def test_trajectory_dataclass():
|
||||
"""Test Trajectory dataclass."""
|
||||
from hanzoai.grpo import Trajectory
|
||||
|
||||
traj = Trajectory(
|
||||
query="What is 2+2?",
|
||||
output="The answer is 4.",
|
||||
reward=1.0,
|
||||
groundtruth="4",
|
||||
)
|
||||
|
||||
assert traj.query == "What is 2+2?"
|
||||
assert traj.output == "The answer is 4."
|
||||
assert traj.reward == 1.0
|
||||
assert traj.groundtruth == "4"
|
||||
assert traj.summary is None
|
||||
|
||||
|
||||
def test_api_model_config():
|
||||
"""Test APIModelConfig dataclass."""
|
||||
from hanzoai.grpo import APIModelConfig
|
||||
|
||||
config = APIModelConfig(
|
||||
api_key="test-key",
|
||||
base_url="https://api.deepseek.com/v1",
|
||||
model="deepseek-chat",
|
||||
temperature=0.7,
|
||||
)
|
||||
|
||||
assert config.api_key == "test-key"
|
||||
assert config.base_url == "https://api.deepseek.com/v1"
|
||||
assert config.model == "deepseek-chat"
|
||||
assert config.temperature == 0.7
|
||||
|
||||
|
||||
def test_experience_operations():
|
||||
"""Test experience CRUD operations."""
|
||||
from hanzoai.grpo import ExperienceManager
|
||||
|
||||
manager = ExperienceManager()
|
||||
|
||||
# Add
|
||||
id1 = manager.add("Experience 1")
|
||||
id2 = manager.add("Experience 2")
|
||||
id3 = manager.add("Experience 3")
|
||||
|
||||
assert len(manager.experiences) == 3
|
||||
|
||||
# Delete
|
||||
manager.delete(id2)
|
||||
assert len(manager.experiences) == 2
|
||||
assert id2 not in manager.experiences
|
||||
|
||||
# Modify
|
||||
manager.modify(id1, "Modified Experience 1")
|
||||
assert manager.experiences[id1] == "Modified Experience 1"
|
||||
|
||||
# Merge
|
||||
merged_id = manager.merge([id1, id3], "Merged Experience")
|
||||
assert merged_id in manager.experiences
|
||||
assert manager.experiences[merged_id] == "Merged Experience"
|
||||
assert id1 not in manager.experiences
|
||||
assert id3 not in manager.experiences
|
||||
|
||||
|
||||
def test_apply_operations():
|
||||
"""Test applying batch operations."""
|
||||
from hanzoai.grpo import ExperienceManager
|
||||
|
||||
manager = ExperienceManager()
|
||||
id1 = manager.add("Experience 1")
|
||||
id2 = manager.add("Experience 2")
|
||||
|
||||
operations = [
|
||||
{"option": "add", "experience": "New experience from LLM"},
|
||||
{"option": "modify", "modified_from": id1, "experience": "Modified by LLM"},
|
||||
{"option": "delete", "delete_id": id2},
|
||||
]
|
||||
|
||||
manager.apply_operations(operations)
|
||||
|
||||
assert len(manager.experiences) == 2 # 1 original - 1 deleted + 1 added
|
||||
assert manager.experiences[id1] == "Modified by LLM"
|
||||
assert id2 not in manager.experiences
|
||||
|
||||
|
||||
@pytest.mark.skipif(
|
||||
not os.getenv("DEEPSEEK_API_KEY"),
|
||||
reason="DEEPSEEK_API_KEY not set",
|
||||
)
|
||||
def test_deepseek_adapter_basic():
|
||||
"""Test DeepSeekAdapter basic functionality (requires API key)."""
|
||||
from hanzoai.grpo import DeepSeekAdapter
|
||||
|
||||
api_key = os.getenv("DEEPSEEK_API_KEY")
|
||||
adapter = DeepSeekAdapter(api_key=api_key, model="deepseek-chat")
|
||||
|
||||
# Test basic generation
|
||||
response = adapter.generate("What is 2+2?", max_tokens=50)
|
||||
assert isinstance(response, str)
|
||||
assert len(response) > 0
|
||||
|
||||
|
||||
@pytest.mark.skipif(
|
||||
not os.getenv("DEEPSEEK_API_KEY"),
|
||||
reason="DEEPSEEK_API_KEY not set",
|
||||
)
|
||||
def test_generate_with_experiences():
|
||||
"""Test generation with experience injection."""
|
||||
from hanzoai.grpo import DeepSeekAdapter, ExperienceManager
|
||||
|
||||
api_key = os.getenv("DEEPSEEK_API_KEY")
|
||||
adapter = DeepSeekAdapter(api_key=api_key)
|
||||
exp_manager = ExperienceManager()
|
||||
|
||||
# Add some experiences
|
||||
exp_manager.add("When solving math problems, show your work step by step.")
|
||||
exp_manager.add("Always check your answer makes sense.")
|
||||
|
||||
# Generate with experiences
|
||||
query = "What is 15 * 7?"
|
||||
response = adapter.generate_with_experiences(
|
||||
query=query,
|
||||
experiences=exp_manager.format_for_prompt(),
|
||||
max_tokens=200,
|
||||
)
|
||||
|
||||
assert isinstance(response, str)
|
||||
assert len(response) > 0
|
||||
|
||||
|
||||
if __name__ == "__main__":
|
||||
# Run basic tests without pytest
|
||||
print("Testing GRPO imports...")
|
||||
test_grpo_imports()
|
||||
print("✓ Imports successful")
|
||||
|
||||
print("\nTesting ExperienceManager...")
|
||||
test_experience_manager_basic()
|
||||
print("✓ ExperienceManager works")
|
||||
|
||||
print("\nTesting Trajectory dataclass...")
|
||||
test_trajectory_dataclass()
|
||||
print("✓ Trajectory works")
|
||||
|
||||
print("\nTesting APIModelConfig...")
|
||||
test_api_model_config()
|
||||
print("✓ APIModelConfig works")
|
||||
|
||||
print("\nTesting experience operations...")
|
||||
test_experience_operations()
|
||||
print("✓ Experience operations work")
|
||||
|
||||
print("\nTesting apply_operations...")
|
||||
test_apply_operations()
|
||||
print("✓ Apply operations works")
|
||||
|
||||
if os.getenv("DEEPSEEK_API_KEY"):
|
||||
print("\nTesting DeepSeekAdapter (API key found)...")
|
||||
test_deepseek_adapter_basic()
|
||||
print("✓ DeepSeekAdapter works")
|
||||
|
||||
print("\nTesting generate_with_experiences...")
|
||||
test_generate_with_experiences()
|
||||
print("✓ Generate with experiences works")
|
||||
else:
|
||||
print("\n⚠ Skipping API tests (DEEPSEEK_API_KEY not set)")
|
||||
|
||||
print("\n✅ ALL TESTS PASSED!")
|
||||
Reference in New Issue
Block a user