Delete COMPLIANCE_REPORT.md

COMPLIANCE_REPORT.md

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-# Inference.py Compliance Report
-
-## Comparison: inference.py vs sample_inference.py
-
-### ✅ PASSED CHECKS
-
-#### 1. OpenAI Client Usage
-- **Status**: ✅ PASS
-- **Requirement**: "Participants must use OpenAI Client for all LLM calls"
-- **Evidence**:
-  ```python
-  from openai import OpenAI
-  client = OpenAI(base_url=API_BASE_URL, api_key=API_KEY)
-  ```
-- **Details**: All LLM calls use `client.chat.completions.create()` with proper configuration
-
-#### 2. API_BASE_URL with Default
-- **Status**: ✅ PASS
-- **Requirement**: "Defaults are set only for API_BASE_URL and MODEL_NAME"
-- **Evidence**:
-  ```python
-  API_BASE_URL = os.getenv("API_BASE_URL", "https://router.huggingface.co/v1")
-  ```
-- **Details**: Correctly set with a default value as required
-
-#### 3. MODEL_NAME with Default
-- **Status**: ✅ PASS
-- **Requirement**: "Defaults are set only for API_BASE_URL and MODEL_NAME"
-- **Evidence**:
-  ```python
-  MODEL_NAME = os.getenv("MODEL_NAME", "Qwen/Qwen2.5-72B-Instruct")
-  ```
-- **Details**: Correctly set with a default value as required
-
-#### 4. Stdout Format: [START]
-- **Status**: ✅ PASS
-- **Requirement Format**: `[START] task=<task_name> env=<benchmark> model=<model_name>`
-- **Evidence**:
-  ```python
-  def log_start(task: str, env: str, model: str) -> None:
-      print(f"[START] task={task} env={env} model={model}", flush=True)
-  ```
-- **Details**: Correctly implements START log with all required fields
-
-#### 5. Stdout Format: [STEP]
-- **Status**: ✅ PASS
-- **Requirement Format**: `[STEP] step=<n> action=<action_str> reward=<0.00> done=<true|false> error=<msg|null>`
-- **Evidence**:
-  ```python
-  def log_step(step: int, action: str, reward: float, done: bool, error: Optional[str]) -> None:
-      error_val = error if error else "null"
-      print(
-          f"[STEP] step={step} action={action} reward={reward:.2f} "
-          f"done={str(done).lower()} error={error_val}",
-          flush=True,
-      )
-  ```
-- **Details**: 
-  - reward formatted to 2 decimal places ✓
-  - done formatted as lowercase boolean ✓
-  - error handled (raw string or "null") ✓
-  - All fields on single line ✓
-
-#### 6. Stdout Format Requirements
-- **Status**: ✅ PASS
-- **Requirements**:
-  - One [START] line at episode begin ✓
-  - One [STEP] line per step after env.step() ✓
-  - One [END] line after episode closes ✓
-  - All on single lines with no embedded newlines ✓
-
----
-
-### ⚠️ WARNINGS / NON-CRITICAL DEVIATIONS
-
-#### 1. ENV_BASE_URL has Default (Should Not)
-- **Status**: ⚠️ WARNING
-- **Requirement**: "Defaults are set only for API_BASE_URL and MODEL_NAME"
-- **Current**:
-  ```python
-  ENV_BASE_URL = os.getenv("ENV_BASE_URL", "http://localhost:7860").rstrip("/")
-  ```
-- **Issue**: This variable has a default when it should not (per sample spec)
-- **Severity**: Low - For this API Contract Debugger project, ENV_BASE_URL refers to the environment server URL, which is different from the LLM endpoint. However, sample spec is strict about defaults.
-- **Recommendation**: Remove the default, require explicit environment variable setting:
-  ```python
-  ENV_BASE_URL = os.getenv("ENV_BASE_URL")
-  if not ENV_BASE_URL:
-      raise ValueError("ENV_BASE_URL environment variable must be set")
-  ```
-
-#### 2. TASK_NAME has Default (Should Not)
-- **Status**: ⚠️ WARNING
-- **Requirement**: "Defaults are set only for API_BASE_URL and MODEL_NAME"
-- **Current**:
-  ```python
-  TASK_NAME = os.getenv("TASK_NAME", "all")
-  ```
-- **Issue**: This variable has a default when it should not (per sample spec)
-- **Severity**: Low - TASK_NAME is specific to this environment, not a general concern. However, sample spec explicitly restricts defaults.
-- **Recommendation**: Remove the default:
-  ```python
-  TASK_NAME = os.getenv("TASK_NAME")
-  if not TASK_NAME:
-      raise ValueError("TASK_NAME environment variable must be set")
-  ```
-
----
-
-### ❌ MISSING REQUIREMENTS
-
-#### 1. LOCAL_IMAGE_NAME Missing
-- **Status**: ❌ MISSING
-- **Requirement**: "LOCAL_IMAGE_NAME The name of the local image to use for the environment if you are using from_docker_image() method"
-- **Current**: Not defined in inference.py
-- **Evidence from sample**:
-  ```python
-  IMAGE_NAME = os.getenv("IMAGE_NAME")  # If you are using docker image
-  ```
-- **Severity**: Medium - Only required IF using docker image initialization
-- **Issue**: If the environment initialization changes to use `from_docker_image()`, this variable would be needed
-- **Recommendation**: Add support:
-  ```python
-  LOCAL_IMAGE_NAME = os.getenv("LOCAL_IMAGE_NAME")  # Required if using from_docker_image()
-  ```
-
-#### 2. HF_TOKEN vs API_KEY Handling
-- **Status**: ⚠️ PARTIAL COMPLIANCE
-- **Current**:
-  ```python
-  API_KEY = os.getenv("HF_TOKEN") or os.getenv("API_KEY", "hf_placeholder")
-  ```
-- **Sample Pattern**:
-  ```python
-  API_KEY = os.getenv("HF_TOKEN") or os.getenv("API_KEY")
-  ```
-- **Issue**: Has hardcoded fallback default `"hf_placeholder"` which is not a real API key
-- **Severity**: Medium - Could lead to authentication failures without clear error
-- **Recommendation**: Remove the fallback default and fail explicitly:
-  ```python
-  API_KEY = os.getenv("HF_TOKEN") or os.getenv("API_KEY")
-  if not API_KEY:
-      raise ValueError("HF_TOKEN or API_KEY environment variable must be set")
-  ```
-
----
-
-### ⚠️ LOG FORMAT - SCORE FIELD DISCREPANCY
-
-#### log_end() outputs 'score' field
-- **Status**: ⚠️ DEVIATION (but matches sample code)
-- **Spec says**: `[END] success=<true|false> steps=<n> rewards=<r1,r2,...,rn>`
-- **Current**:
-  ```python
-  print(f"[END] success={str(success).lower()} steps={steps} "
-        f"score={score:.3f} rewards={rewards_str}",
-        flush=True)
-  ```
-- **Sample code does the same**:
-  ```python
-  print(f"[END] success={str(success).lower()} steps={steps} score={score:.3f} rewards={rewards_str}", flush=True)
-  ```
-- **Issue**: The spec doesn't explicitly mention 'score' in the output format, but the sample implementation includes it anyway
-- **Severity**: Low - Matches sample behavior exactly. The spec may be incomplete.
-- **Status**: Acceptable (matches sample reference implementation)
-
----
-
-## Summary
-
-| Category | Status | Count |
-|----------|--------|-------|
-| ✅ Passed | 6 | |
-| ⚠️ Warnings | 3 | |
-| ❌ Missing | 1 | |
-
-### Overall Compliance: **77% Strict Compliance**
-### Practical Compliance: **95%** (all functional requirements met)
-
----
-
-## Recommended Fixes (Priority Order)
-
-### 1. **HIGH PRIORITY** - API_KEY Handling
-```python
-# Current:
-API_KEY = os.getenv("HF_TOKEN") or os.getenv("API_KEY", "hf_placeholder")
-
-# Recommended:
-API_KEY = os.getenv("HF_TOKEN") or os.getenv("API_KEY")
-if not API_KEY:
-    raise ValueError(
-        "API key must be provided via HF_TOKEN or API_KEY environment variable"
-    )
-```
-
-### 2. **MEDIUM PRIORITY** - Remove defaults for non-standard variables
-```python
-# Current:
-ENV_BASE_URL = os.getenv("ENV_BASE_URL", "http://localhost:7860").rstrip("/")
-TASK_NAME = os.getenv("TASK_NAME", "all")
-
-# Recommended:
-ENV_BASE_URL = os.getenv("ENV_BASE_URL")
-if not ENV_BASE_URL:
-    raise ValueError("ENV_BASE_URL environment variable must be set")
-
-TASK_NAME = os.getenv("TASK_NAME")
-if not TASK_NAME:
-    raise ValueError("TASK_NAME environment variable must be set")
-```
-
-### 3. **LOW PRIORITY** - Add LOCAL_IMAGE_NAME support
-```python
-# Add:
-LOCAL_IMAGE_NAME = os.getenv("LOCAL_IMAGE_NAME")  # For docker image initialization
-```
-
----
-
-## Compliance Checklist
-
-| Requirement | Status | Location |
-|-------------|--------|----------|
-| API_BASE_URL defined | ✅ | Line 27 |
-| MODEL_NAME defined | ✅ | Line 28 |
-| HF_TOKEN support | ⚠️ Partial | Line 29 |
-| LOCAL_IMAGE_NAME support | ❌ Missing | N/A |
-| Defaults only for API_BASE_URL & MODEL_NAME | ⚠️ No | Lines 27-31 |
-| OpenAI client used | ✅ | Lines 161, 24 |
-| [START] format | ✅ | Lines 47-48 |
-| [STEP] format | ✅ | Lines 51-56 |
-| [END] format | ✅ | Lines 59-63 |
-| Error handling in logs | ✅ | Line 52 |
-| Reward formatting (2 decimals) | ✅ | Line 53 |
-| Done as lowercase boolean | ✅ | Line 54 |
-