Merge branch 'main' into feature/e2e-func-tests

Author: Robertson

docs/api/client.rst

@@ -152,6 +152,10 @@ Basic Classification
 
             async for result in results:
                 for output in result.outputs:
+                    # Manually map classifications, as the generated grpc
+                    # implementation for __str__ will ignore weights of 0.0,
+                    # which are common, especially for binary classifications
+                    # such as hash checks
                     classifications = {
                         c.label: c.weight
                         for c in output.classifications
@@ -274,3 +278,5 @@ Notes
 * Enable compression for bandwidth-constrained environments
 * Configure appropriate timeouts for your use case
 * See :doc:`options` for detailed configuration options
+* Carefully handle any logging of classification results, as decribed in the
+  basic classification example above, to avoid losing important information

tests/functional/test_classify_single.py

@@ -36,3 +36,14 @@ async def test_classify_single(
         if result.error.code:
             msg = f"Image Result Error: {result.error.message}"
             pytest.fail(msg)
+
+        hash_checks = [
+            classification
+            for classification in result.classifications
+            if "hash" in classification.label.lower()
+        ]
+
+        assert len(hash_checks) > 0, "No hash checks found in classifications"
+
+        for hash_check in hash_checks:
+            assert hash_check.weight == 0.0