diff --git a/requirements.txt b/requirements.txt
index 7ff1cef..c804cb8 100644
--- a/requirements.txt
+++ b/requirements.txt
@@ -5,5 +5,5 @@ simplejson==3.20.1
 flask==3.1.1
 pyyaml==6.0.2
 pyiceberg[sql-sqlite,pyarrow]==0.8.1
-deltalake==0.25.5
+deltalake==1.1.3
 azure-servicebus==7.14.2
diff --git a/servc/svc/com/storage/delta.py b/servc/svc/com/storage/delta.py
index c2c4f40..4786a6b 100644
--- a/servc/svc/com/storage/delta.py
+++ b/servc/svc/com/storage/delta.py
@@ -51,20 +51,21 @@ def __init__(self, config: Config, table: LakeTable):
                 "aws_conditional_put": "etag",
             }
 
-    def _connect(self):
+    def _connect(self) -> bool | None:
         if self.isOpen:
             return None
 
         tablename = self._get_table_name()
         uri = os.path.join(self._location_prefix, tablename)
-        self._conn = DeltaTable.create(
+        DeltaTable.create(
             table_uri=uri,
-            name=tablename,
             schema=self._table["schema"],
             partition_by=self._table["partitions"],
             mode="ignore",
             storage_options=self._storageOptions,
         )
+        # Now load the created table
+        self._conn = DeltaTable(uri, storage_options=self._storageOptions)
 
         return super()._connect()
 
@@ -72,7 +73,7 @@ def optimize(self):
         table = self.getConn()
 
         print("Optimizing", self._get_table_name(), flush=True)
-        table.optimize.compact()
+        table.optimize().compact()
         table.vacuum()
         table.cleanup_metadata()
         table.create_checkpoint()
@@ -81,7 +82,7 @@ def getPartitions(self) -> Dict[str, List[Any]] | None:
         table = self.getConn()
 
         partitions: Dict[str, List[Any]] = {}
-        for obj in table.partitions():
+        for obj in table.get_partitions():
             for key, value in obj.items():
                 if key not in partitions:
                     partitions[key] = []
@@ -92,7 +93,7 @@ def getPartitions(self) -> Dict[str, List[Any]] | None:
 
     def getCurrentVersion(self) -> str | None:
         table = self.getConn()
-        return str(table.version())
+        return str(table.get_version())
 
     def getVersions(self) -> List[str] | None:
         return [str(self.getCurrentVersion())]
@@ -107,6 +108,25 @@ def insert(self, data: List[Any]) -> bool:
         )
         return True
 
+    def _escape_value(self, val: Any) -> str:
+        """Properly escape values for predicate building to prevent injection issues."""
+        if isinstance(val, str):
+            # Escape single quotes in strings and wrap in quotes
+            return f"'{val.replace(\"'\", \"''\")}"
+        elif isinstance(val, (int, float)):
+            return str(val)
+        elif isinstance(val, bool):
+            return str(val).lower()
+        elif val is None:
+            return "null"
+        elif isinstance(val, list):
+            # Handle list values for 'in' operations
+            escaped_items = [self._escape_value(item) for item in val]
+            return f"({', '.join(escaped_items)})"
+        else:
+            # Fallback to string representation with quotes
+            return f"'{str(val).replace(\"'\", \"''\")}"
+
     def _filters(
         self,
         partitions: Dict[str, List[Any]] | None = None,
@@ -129,7 +149,7 @@ def overwrite(
         predicate: str | None = None
         filter = self._filters(partitions)
         if filter is not None:
-            predicate = " & ".join([" ".join(x) for x in filter])
+            predicate = " & ".join([f"{col} {op} {self._escape_value(val)}" for col, op, val in filter])
 
         write_deltalake(
             table,
@@ -137,7 +157,6 @@ def overwrite(
             storage_options=self._storageOptions,
             mode="overwrite",
             predicate=predicate,
-            engine="rust",
         )
         return True
 
@@ -150,7 +169,7 @@ def readRaw(
     ) -> Table:
         table = self.getConn()
         if version is not None:
-            table.load_as_version(int(version))
+            table.load_version(int(version))
 
         if options is None or not isinstance(options, dict):
             options = {}
@@ -159,14 +178,14 @@ def readRaw(
 
         if options.get("filter", None) is not None:
             return table.to_pyarrow_dataset(
-                partitions=self._filters(partitions),
+                filters=self._filters(partitions),
             ).to_table(
                 filter=options.get("filter"),
                 columns=rcolumns,
             )
         return table.to_pyarrow_table(
             columns=rcolumns,
-            partitions=self._filters(partitions),
+            filters=self._filters(partitions),
         )
 
     def read(
@@ -181,9 +200,9 @@ def read(
     def getSchema(self) -> Schema | None:
         table = self.getConn()
 
-        return table.schema().to_pyarrow()
+        return table.schema.to_pyarrow()
 
-    def _close(self):
+    def _close(self) -> bool:
         if self._isOpen:
             self._isReady = False
             self._isOpen = False