|
| 1 | +# Bug Report: TypeError in RoundTrip Logger |
| 2 | + |
| 3 | +## Summary |
| 4 | +A `TypeError` occurs in the Databricks SDK Python library when the round trip logger attempts to call `len()` on a `_io.BytesIO` object. This happens during error handling when the SDK tries to generate debugging information for failed API requests. |
| 5 | + |
| 6 | +## Error Details |
| 7 | + |
| 8 | +**Error Type:** `TypeError: object of type '_io.BytesIO' has no len()` |
| 9 | + |
| 10 | +**Stack Trace:** |
| 11 | +1. `databricks/sdk/_base_client.py:296` in `_perform()` method |
| 12 | +2. `databricks/sdk/errors/parser.py:87` in `get_api_error()` method |
| 13 | +3. `databricks/sdk/errors/parser.py:39` in `_unknown_error()` function |
| 14 | +4. `databricks/sdk/logger/round_trip_logger.py:47` in `generate()` method |
| 15 | +5. `databricks/sdk/logger/round_trip_logger.py:113` in `_redacted_dump()` method |
| 16 | + |
| 17 | +## Root Cause Analysis |
| 18 | + |
| 19 | +### The Immediate Bug |
| 20 | +The `_redacted_dump()` method in `round_trip_logger.py` assumes that the `body` parameter is always a string and calls `len(body)` directly on line 113: |
| 21 | + |
| 22 | +```python |
| 23 | +def _redacted_dump(self, prefix: str, body: str) -> str: |
| 24 | + if len(body) == 0: # ← This line causes the error |
| 25 | + return "" |
| 26 | +``` |
| 27 | + |
| 28 | +### Why BytesIO Objects Are Present |
| 29 | +In `_base_client.py` lines 167-169, the SDK wraps string and bytes data in `BytesIO` objects for retry functionality: |
| 30 | + |
| 31 | +```python |
| 32 | +# Wrap strings and bytes in a seekable stream so that we can rewind them. |
| 33 | +if isinstance(data, (str, bytes)): |
| 34 | + data = io.BytesIO(data.encode("utf-8") if isinstance(data, str) else data) |
| 35 | +``` |
| 36 | + |
| 37 | +When a request is made, this `BytesIO` object becomes the `request.body` in the requests library, which is then passed to the logging system when an error occurs. |
| 38 | + |
| 39 | +### When the Error Occurs |
| 40 | +This error happens when: |
| 41 | +1. An API request contains a request body (originally string or bytes) |
| 42 | +2. The request fails or returns an unparseable response |
| 43 | +3. The error parser triggers `_unknown_error()` to generate debug information |
| 44 | +4. The `RoundTrip` logger tries to log the request body |
| 45 | +5. The `_redacted_dump()` method receives a `BytesIO` object instead of a string |
| 46 | + |
| 47 | +### **LIKELY Root Cause: Protocol Mismatch - Sending JSON to RPC/Protobuf Endpoint** |
| 48 | + |
| 49 | +**The SDK ONLY sends JSON, but may be hitting an endpoint that expects protobuf/RPC format.** |
| 50 | + |
| 51 | +Critical evidence: |
| 52 | +- **Line 290 in `_base_client.py`:** Uses `json=body` which ALWAYS serializes requests as JSON |
| 53 | +- **All API calls:** Set `Content-Type: application/json` and `Accept: application/json` |
| 54 | +- **No protobuf serialization:** SDK has ZERO code to serialize requests as protobuf (no `SerializeToString` calls) |
| 55 | +- **Protobuf only for internal types:** Only uses protobuf for `Duration`/`Timestamp` which are JSON-serialized |
| 56 | +- **All error deserializers:** Expect text-based responses (JSON, HTML, or plain text with UTF-8) |
| 57 | +- `google.rpc.status_pb2` binary module is **NOT available** in the SDK environment |
| 58 | + |
| 59 | +**Most Likely Scenario:** |
| 60 | + |
| 61 | +``` |
| 62 | +1. SDK sends JSON request to endpoint that expects protobuf/RPC |
| 63 | +2. Server rejects the request (400 Bad Request or 415 Unsupported Media Type) |
| 64 | +3. Server returns error response in protobuf binary format (or other non-JSON format) |
| 65 | +4. SDK tries to parse the error response as JSON → ALL parsers fail |
| 66 | +5. SDK triggers _unknown_error() to log debug info |
| 67 | +6. BytesIO bug prevents logging → user sees TypeError instead of protocol mismatch error |
| 68 | +``` |
| 69 | + |
| 70 | +**Alternative scenarios:** |
| 71 | + |
| 72 | +- **Correct response in protobuf:** Server accepts JSON but responds in protobuf (unlikely - violates HTTP content negotiation) |
| 73 | +- **Gateway/proxy errors:** Intermediate systems returning binary/non-JSON errors |
| 74 | +- **Malformed response:** Response is corrupt, truncated, or has encoding issues |
| 75 | + |
| 76 | +**The key insight:** We're sending the WRONG format to the server, and the error response we get back is also in a format we can't parse. The BytesIO bug masks what would otherwise reveal the protocol mismatch. |
| 77 | + |
| 78 | +## Technical Impact |
| 79 | + |
| 80 | +- **Error Masking:** The original API error is masked by this logging error, making debugging difficult |
| 81 | +- **User Experience:** Users see a confusing `TypeError` instead of the actual API error |
| 82 | +- **Debug Information Loss:** No useful debugging information is generated when this occurs |
| 83 | + |
| 84 | +## Affected Components |
| 85 | + |
| 86 | +- **Primary:** `databricks/sdk/logger/round_trip_logger.py` - The `_redacted_dump()` method |
| 87 | +- **Secondary:** `databricks/sdk/_base_client.py` - The data wrapping logic that creates BytesIO objects |
| 88 | +- **Impact:** Error handling and debugging across the entire SDK |
| 89 | + |
| 90 | +## Recommended Fixes |
| 91 | + |
| 92 | +### Fix 1: Handle BytesIO in Logger (Immediate) |
| 93 | + |
| 94 | +The `_redacted_dump()` method should handle both string and `BytesIO` objects. Here's the recommended approach: |
| 95 | + |
| 96 | +1. **Type checking:** Check if the body is a `BytesIO` object |
| 97 | +2. **Content extraction:** If it's `BytesIO`, read its contents and get the length appropriately |
| 98 | +3. **Rewind position:** Ensure the `BytesIO` position is reset after reading |
| 99 | + |
| 100 | +Example fix for line 113 in `round_trip_logger.py`: |
| 101 | +```python |
| 102 | +def _redacted_dump(self, prefix: str, body) -> str: # Remove str type hint |
| 103 | + # Handle both str and BytesIO objects |
| 104 | + if isinstance(body, io.BytesIO): |
| 105 | + current_pos = body.tell() # Save current position |
| 106 | + body.seek(0) # Go to start |
| 107 | + content = body.read().decode('utf-8', errors='replace') |
| 108 | + body.seek(current_pos) # Restore position |
| 109 | + if len(content) == 0: |
| 110 | + return "" |
| 111 | + body_to_process = content |
| 112 | + else: |
| 113 | + if len(body) == 0: |
| 114 | + return "" |
| 115 | + body_to_process = body |
| 116 | + |
| 117 | + # Continue with existing logic using body_to_process |
| 118 | +``` |
| 119 | + |
| 120 | +### Fix 2: Improve Binary Response Handling (Investigate Root Cause) |
| 121 | + |
| 122 | +Add a fallback deserializer that provides better error messages for binary/unparseable responses: |
| 123 | + |
| 124 | +Create a new `_BinaryResponseDeserializer` in `deserializer.py`: |
| 125 | +```python |
| 126 | +class _BinaryResponseDeserializer(_ErrorDeserializer): |
| 127 | + """Handles binary or unparseable responses by providing diagnostic information.""" |
| 128 | + |
| 129 | + def deserialize_error(self, response: requests.Response, response_body: bytes) -> Optional[dict]: |
| 130 | + # This is a catch-all for responses that couldn't be parsed by other deserializers |
| 131 | + # Always return a result to provide diagnostic information |
| 132 | + |
| 133 | + content_type = response.headers.get('Content-Type', 'unknown') |
| 134 | + content_preview = response_body[:100].hex() if len(response_body) > 0 else "empty" |
| 135 | + |
| 136 | + # Try to determine if it's binary |
| 137 | + try: |
| 138 | + response_body.decode('utf-8') |
| 139 | + is_binary = False |
| 140 | + except UnicodeDecodeError: |
| 141 | + is_binary = True |
| 142 | + |
| 143 | + message = ( |
| 144 | + f"Unable to parse response. " |
| 145 | + f"Content-Type: {content_type}, " |
| 146 | + f"Length: {len(response_body)} bytes, " |
| 147 | + f"Binary: {is_binary}, " |
| 148 | + f"Preview (hex): {content_preview}" |
| 149 | + ) |
| 150 | + |
| 151 | + return { |
| 152 | + "message": message, |
| 153 | + "error_code": "UNPARSEABLE_RESPONSE", |
| 154 | + } |
| 155 | +``` |
| 156 | + |
| 157 | +Add it as the **last** deserializer in `parser.py`: |
| 158 | +```python |
| 159 | +_error_deserializers = [ |
| 160 | + _EmptyDeserializer(), |
| 161 | + _StandardErrorDeserializer(), |
| 162 | + _StringErrorDeserializer(), |
| 163 | + _HtmlErrorDeserializer(), |
| 164 | + _BinaryResponseDeserializer(), # Catch-all, must be last |
| 165 | +] |
| 166 | +``` |
| 167 | + |
| 168 | +This will prevent the `_unknown_error()` path from being triggered and provide diagnostic information about what the response actually contains. |
| 169 | + |
| 170 | +## Testing Recommendations |
| 171 | + |
| 172 | +1. **Unit tests for BytesIO handling:** Add tests that pass `BytesIO` objects to `_redacted_dump()` |
| 173 | +2. **Integration tests:** Test error scenarios with request bodies containing string/bytes data |
| 174 | +3. **Edge cases:** Test with empty `BytesIO` objects and various encodings |
| 175 | +4. **Binary response testing:** Create test cases with binary/non-UTF8 responses |
| 176 | +5. **Content-Type validation:** Test responses with unexpected content types (e.g., `application/octet-stream`) |
| 177 | +6. **Malformed response testing:** Test with truncated JSON, invalid encoding, etc. |
| 178 | + |
| 179 | +## Investigation Required |
| 180 | + |
| 181 | +To confirm the protocol mismatch hypothesis: |
| 182 | +1. **Apply Fix 1 first:** This will allow logging to work and reveal response details |
| 183 | +2. **Check response headers:** Look for `Content-Type: application/x-protobuf` or `application/grpc` |
| 184 | +3. **Inspect response bytes:** Check if response starts with protobuf binary markers |
| 185 | +4. **Check HTTP status code:** Look for 400 (Bad Request) or 415 (Unsupported Media Type) |
| 186 | +5. **Identify the endpoint:** Determine which Databricks API endpoint is being called |
| 187 | +6. **Verify endpoint requirements:** Check if the endpoint has both REST/JSON and gRPC/protobuf versions |
| 188 | +7. **Review request URL:** Ensure using the correct URL path for REST/JSON API |
| 189 | + |
| 190 | +## If Protocol Mismatch is Confirmed |
| 191 | + |
| 192 | +**The SDK does NOT support protobuf/gRPC requests.** It is a REST/JSON-only SDK. |
| 193 | + |
| 194 | +If the endpoint requires protobuf: |
| 195 | +1. **Check for REST alternative:** Most Databricks APIs have REST/JSON endpoints |
| 196 | +2. **Verify endpoint URL:** Ensure you're calling the REST API path, not a gRPC endpoint |
| 197 | +3. **Contact Databricks support:** If only protobuf is available, request REST/JSON support |
| 198 | +4. **Use different SDK:** Consider if there's a gRPC-compatible SDK available |
| 199 | +5. **Consider feature request:** File an issue to add protobuf support to the Python SDK |
| 200 | + |
| 201 | +## Priority |
| 202 | +**Critical** - This bug has multiple levels: |
| 203 | +- **Immediate:** Prevents proper error reporting and debugging (Fix 1) - **REQUIRED** |
| 204 | +- **Diagnostics:** Add better error messages for unparseable responses (Fix 2) - **Recommended** |
| 205 | +- **Root cause:** Likely protocol mismatch - SDK sending JSON to protobuf endpoint - **Needs investigation** |
| 206 | + |
| 207 | +## Files to Modify |
| 208 | +- `databricks/sdk/logger/round_trip_logger.py` (Fix 1 - immediate, required) |
| 209 | +- `databricks/sdk/errors/deserializer.py` (Fix 2 - add binary response handler, recommended) |
| 210 | +- `databricks/sdk/errors/parser.py` (Fix 2 - register new deserializer, recommended) |
| 211 | +- Add test cases in relevant test files |
| 212 | + |
| 213 | +## Additional Notes |
| 214 | +- **Fix 1** should maintain backward compatibility with string inputs |
| 215 | +- Consider adding type hints that accurately reflect the method can accept both strings and BytesIO |
| 216 | +- The position management for BytesIO is crucial to avoid affecting retry logic |
| 217 | +- **Fix 2** provides diagnostic information for unparseable responses instead of failing silently |
| 218 | +- The SDK handles `google.rpc` types as JSON structures (via `@type` fields), not binary protobuf |
| 219 | +- `google.rpc.status_pb2` is NOT available in the SDK environment (verified) |
| 220 | + |
| 221 | +--- |
| 222 | + |
| 223 | +## Summary |
| 224 | + |
| 225 | +**What happened:** User got a `TypeError: object of type '_io.BytesIO' has no len()` instead of seeing the actual API error. |
| 226 | + |
| 227 | +**Why it happened:** |
| 228 | +1. **Immediate cause:** Logger tried to call `len()` on a `BytesIO` object |
| 229 | +2. **Underlying cause:** SDK likely sent JSON to an endpoint expecting protobuf, got unparseable error response |
| 230 | +3. **SDK limitation:** SDK is REST/JSON-only, has NO protobuf serialization capability |
| 231 | + |
| 232 | +**What needs to be done:** |
| 233 | +1. **Fix the logger** (Fix 1) - Required to see actual errors |
| 234 | +2. **Add binary response handler** (Fix 2) - Recommended for better diagnostics |
| 235 | +3. **Investigate the endpoint** - Verify if protocol mismatch is the root cause |
| 236 | +4. **User action:** Ensure using correct REST/JSON endpoint, not gRPC/protobuf endpoint |
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