Fix crashing syncing thread when logging big integers

CHANGELOG.md

@@ -7,6 +7,9 @@
 ### Features
 - Series objects accept `timestamps` and `steps` in their constructors ([#1318](https://github.com/neptune-ai/neptune-client/pull/1318))
 
+### Fixes
+- Print warning instead of crashing syncing thread when logging big integers ([#1336](https://github.com/neptune-ai/neptune-client/pull/1336))
+
 ## neptune 1.1.1
 
 ### Fixes

src/neptune/attributes/atoms/integer.py

@@ -20,13 +20,18 @@
 from neptune.attributes.atoms.copiable_atom import CopiableAtom
 from neptune.internal.container_type import ContainerType
 from neptune.internal.operation import AssignInt
+from neptune.internal.utils.logger import logger
 from neptune.types.atoms.integer import Integer as IntegerVal
 
 if typing.TYPE_CHECKING:
     from neptune.internal.backends.neptune_backend import NeptuneBackend
 
 
 class Integer(CopiableAtom):
+
+    MAX_32_BIT_INT = 2147483647
+    MIN_32_BIT_INT = -2147483648
+
     @staticmethod
     def create_assignment_operation(path, value: int):
         return AssignInt(path, value)
@@ -45,5 +50,17 @@ def assign(self, value: typing.Union[IntegerVal, float, int], *, wait: bool = Fa
         if not isinstance(value, IntegerVal):
             value = IntegerVal(value)
 
+        if value.value < Integer.MIN_32_BIT_INT or value.value > Integer.MAX_32_BIT_INT:
+            logger.warning(
+                "WARNING: The value you're trying to log is outside the range of 32-bit integers "
+                "(%s to %s) and will be skipped. "
+                "We'll support 64-bit integers in the future. "
+                'For now, try logging the value as a float instead: run["field"] = float(%s)',
+                Integer.MIN_32_BIT_INT,
+                Integer.MAX_32_BIT_INT,
+                value.value,
+            )
+            return
+
         with self._container.lock():
             self._enqueue_operation(self.create_assignment_operation(self._path, value.value), wait=wait)