diff --git a/pyo3-benches/benches/bench_decimal.rs b/pyo3-benches/benches/bench_decimal.rs
index 7a370ac3..c412c4b1 100644
--- a/pyo3-benches/benches/bench_decimal.rs
+++ b/pyo3-benches/benches/bench_decimal.rs
@@ -16,7 +16,7 @@ py_dec = decimal.Decimal("0.0")
             Some(locals),
         )
         .unwrap();
-        let py_dec = locals.get_item("py_dec").unwrap();
+        let py_dec = locals.get_item("py_dec").unwrap().unwrap();
 
         b.iter(|| {
             let _: Decimal = black_box(py_dec).extract().unwrap();
diff --git a/pyo3-benches/benches/bench_dict.rs b/pyo3-benches/benches/bench_dict.rs
index 64398a65..62fd8820 100644
--- a/pyo3-benches/benches/bench_dict.rs
+++ b/pyo3-benches/benches/bench_dict.rs
@@ -32,7 +32,12 @@ fn dict_get_item(b: &mut Bencher<'_>) {
         let mut sum = 0;
         b.iter(|| {
             for i in 0..LEN {
-                sum += dict.get_item(i).unwrap().extract::<usize>().unwrap();
+                sum += dict
+                    .get_item(i)
+                    .unwrap()
+                    .unwrap()
+                    .extract::<usize>()
+                    .unwrap();
             }
         });
     });
diff --git a/src/conversions/chrono.rs b/src/conversions/chrono.rs
index 041fa8d8..1554898e 100644
--- a/src/conversions/chrono.rs
+++ b/src/conversions/chrono.rs
@@ -390,7 +390,7 @@ mod tests {
                 Some(locals),
             )
             .unwrap();
-            let result: PyResult<FixedOffset> = locals.get_item("zi").unwrap().extract();
+            let result: PyResult<FixedOffset> = locals.get_item("zi").unwrap().unwrap().extract();
             assert!(result.is_err());
             let res = result.err().unwrap();
             // Also check the error message is what we expect
diff --git a/src/conversions/hashbrown.rs b/src/conversions/hashbrown.rs
index d80e93d5..6e20db39 100644
--- a/src/conversions/hashbrown.rs
+++ b/src/conversions/hashbrown.rs
@@ -112,7 +112,15 @@ mod tests {
             let py_map: &PyDict = m.downcast(py).unwrap();
 
             assert!(py_map.len() == 1);
-            assert!(py_map.get_item(1).unwrap().extract::<i32>().unwrap() == 1);
+            assert!(
+                py_map
+                    .get_item(1)
+                    .unwrap()
+                    .unwrap()
+                    .extract::<i32>()
+                    .unwrap()
+                    == 1
+            );
             assert_eq!(map, py_map.extract().unwrap());
         });
     }
@@ -126,7 +134,15 @@ mod tests {
             let py_map: &PyDict = m.downcast(py).unwrap();
 
             assert!(py_map.len() == 1);
-            assert!(py_map.get_item(1).unwrap().extract::<i32>().unwrap() == 1);
+            assert!(
+                py_map
+                    .get_item(1)
+                    .unwrap()
+                    .unwrap()
+                    .extract::<i32>()
+                    .unwrap()
+                    == 1
+            );
         });
     }
 
@@ -139,7 +155,15 @@ mod tests {
             let py_map = map.into_py_dict(py);
 
             assert_eq!(py_map.len(), 1);
-            assert_eq!(py_map.get_item(1).unwrap().extract::<i32>().unwrap(), 1);
+            assert_eq!(
+                py_map
+                    .get_item(1)
+                    .unwrap()
+                    .unwrap()
+                    .extract::<i32>()
+                    .unwrap(),
+                1
+            );
         });
     }
 
diff --git a/src/conversions/indexmap.rs b/src/conversions/indexmap.rs
index 27324cbb..7c7303e6 100644
--- a/src/conversions/indexmap.rs
+++ b/src/conversions/indexmap.rs
@@ -148,7 +148,15 @@ mod test_indexmap {
             let py_map: &PyDict = m.downcast(py).unwrap();
 
             assert!(py_map.len() == 1);
-            assert!(py_map.get_item(1).unwrap().extract::<i32>().unwrap() == 1);
+            assert!(
+                py_map
+                    .get_item(1)
+                    .unwrap()
+                    .unwrap()
+                    .extract::<i32>()
+                    .unwrap()
+                    == 1
+            );
             assert_eq!(
                 map,
                 py_map.extract::<indexmap::IndexMap::<i32, i32>>().unwrap()
@@ -166,7 +174,15 @@ mod test_indexmap {
             let py_map: &PyDict = m.downcast(py).unwrap();
 
             assert!(py_map.len() == 1);
-            assert!(py_map.get_item(1).unwrap().extract::<i32>().unwrap() == 1);
+            assert!(
+                py_map
+                    .get_item(1)
+                    .unwrap()
+                    .unwrap()
+                    .extract::<i32>()
+                    .unwrap()
+                    == 1
+            );
         });
     }
 
@@ -179,7 +195,15 @@ mod test_indexmap {
             let py_map = map.into_py_dict(py);
 
             assert_eq!(py_map.len(), 1);
-            assert_eq!(py_map.get_item(1).unwrap().extract::<i32>().unwrap(), 1);
+            assert_eq!(
+                py_map
+                    .get_item(1)
+                    .unwrap()
+                    .unwrap()
+                    .extract::<i32>()
+                    .unwrap(),
+                1
+            );
         });
     }
 
diff --git a/src/conversions/rust_decimal.rs b/src/conversions/rust_decimal.rs
index 9ee9c0ef..cdc8fd05 100644
--- a/src/conversions/rust_decimal.rs
+++ b/src/conversions/rust_decimal.rs
@@ -130,7 +130,7 @@ mod test_rust_decimal {
                     )
                     .unwrap();
                     // Checks if Python Decimal -> Rust Decimal conversion is correct
-                    let py_dec = locals.get_item("py_dec").unwrap();
+                    let py_dec = locals.get_item("py_dec").unwrap().unwrap();
                     let py_result: Decimal = FromPyObject::extract(py_dec).unwrap();
                     assert_eq!(rs_orig, py_result);
                 })
@@ -192,7 +192,7 @@ mod test_rust_decimal {
                 Some(locals),
             )
             .unwrap();
-            let py_dec = locals.get_item("py_dec").unwrap();
+            let py_dec = locals.get_item("py_dec").unwrap().unwrap();
             let roundtripped: Result<Decimal, PyErr> = FromPyObject::extract(py_dec);
             assert!(roundtripped.is_err());
         })
@@ -208,7 +208,7 @@ mod test_rust_decimal {
                 Some(locals),
             )
             .unwrap();
-            let py_dec = locals.get_item("py_dec").unwrap();
+            let py_dec = locals.get_item("py_dec").unwrap().unwrap();
             let roundtripped: Result<Decimal, PyErr> = FromPyObject::extract(py_dec);
             assert!(roundtripped.is_err());
         })
diff --git a/src/conversions/std/map.rs b/src/conversions/std/map.rs
index f79b415b..a53b0ce9 100644
--- a/src/conversions/std/map.rs
+++ b/src/conversions/std/map.rs
@@ -122,7 +122,15 @@ mod tests {
             let py_map: &PyDict = m.downcast(py).unwrap();
 
             assert!(py_map.len() == 1);
-            assert!(py_map.get_item(1).unwrap().extract::<i32>().unwrap() == 1);
+            assert!(
+                py_map
+                    .get_item(1)
+                    .unwrap()
+                    .unwrap()
+                    .extract::<i32>()
+                    .unwrap()
+                    == 1
+            );
             assert_eq!(map, py_map.extract().unwrap());
         });
     }
@@ -137,7 +145,15 @@ mod tests {
             let py_map: &PyDict = m.downcast(py).unwrap();
 
             assert!(py_map.len() == 1);
-            assert!(py_map.get_item(1).unwrap().extract::<i32>().unwrap() == 1);
+            assert!(
+                py_map
+                    .get_item(1)
+                    .unwrap()
+                    .unwrap()
+                    .extract::<i32>()
+                    .unwrap()
+                    == 1
+            );
             assert_eq!(map, py_map.extract().unwrap());
         });
     }
@@ -152,7 +168,15 @@ mod tests {
             let py_map: &PyDict = m.downcast(py).unwrap();
 
             assert!(py_map.len() == 1);
-            assert!(py_map.get_item(1).unwrap().extract::<i32>().unwrap() == 1);
+            assert!(
+                py_map
+                    .get_item(1)
+                    .unwrap()
+                    .unwrap()
+                    .extract::<i32>()
+                    .unwrap()
+                    == 1
+            );
         });
     }
 
@@ -166,7 +190,15 @@ mod tests {
             let py_map: &PyDict = m.downcast(py).unwrap();
 
             assert!(py_map.len() == 1);
-            assert!(py_map.get_item(1).unwrap().extract::<i32>().unwrap() == 1);
+            assert!(
+                py_map
+                    .get_item(1)
+                    .unwrap()
+                    .unwrap()
+                    .extract::<i32>()
+                    .unwrap()
+                    == 1
+            );
         });
     }
 }
diff --git a/src/marker.rs b/src/marker.rs
index 2d130ae4..55b48119 100644
--- a/src/marker.rs
+++ b/src/marker.rs
@@ -591,7 +591,7 @@ impl<'py> Python<'py> {
     ///         Some(locals),
     ///     )
     ///     .unwrap();
-    ///     let ret = locals.get_item("ret").unwrap();
+    ///     let ret = locals.get_item("ret").unwrap().unwrap();
     ///     let b64: &PyBytes = ret.downcast().unwrap();
     ///     assert_eq!(b64.as_bytes(), b"SGVsbG8gUnVzdCE=");
     /// });
@@ -1201,8 +1201,8 @@ mod tests {
             let namespace = PyDict::new(py);
             py.run("class Foo: pass", Some(namespace), Some(namespace))
                 .unwrap();
-            assert!(namespace.get_item("Foo").is_some());
-            assert!(namespace.get_item("__builtins__").is_some());
+            assert!(matches!(namespace.get_item("Foo"), Ok(Some(..))));
+            assert!(matches!(namespace.get_item("__builtins__"), Ok(Some(..))));
         })
     }
 }
diff --git a/src/sync.rs b/src/sync.rs
index 3cb4206d..50bb80da 100644
--- a/src/sync.rs
+++ b/src/sync.rs
@@ -264,7 +264,14 @@ mod tests {
             let dict = PyDict::new(py);
             dict.set_item(foo1, 42_usize).unwrap();
             assert!(dict.contains(foo2).unwrap());
-            assert_eq!(dict.get_item(foo3).unwrap().extract::<usize>().unwrap(), 42);
+            assert_eq!(
+                dict.get_item(foo3)
+                    .unwrap()
+                    .unwrap()
+                    .extract::<usize>()
+                    .unwrap(),
+                42
+            );
         });
     }
 
diff --git a/src/types/dict.rs b/src/types/dict.rs
index 8664b450..79120299 100644
--- a/src/types/dict.rs
+++ b/src/types/dict.rs
@@ -447,8 +447,15 @@ mod tests {
     fn test_new() {
         Python::with_gil(|py| {
             let dict = [(7, 32)].into_py_dict(py);
-            assert_eq!(32, dict.get_item(7i32).unwrap().extract::<i32>().unwrap());
-            assert!(dict.get_item(8i32).is_none());
+            assert_eq!(
+                32,
+                dict.get_item(7i32)
+                    .unwrap()
+                    .unwrap()
+                    .extract::<i32>()
+                    .unwrap()
+            );
+            assert!(dict.get_item(8i32).unwrap().is_none());
             let map: HashMap<i32, i32> = [(7, 32)].iter().cloned().collect();
             assert_eq!(map, dict.extract().unwrap());
             let map: BTreeMap<i32, i32> = [(7, 32)].iter().cloned().collect();
@@ -462,8 +469,22 @@ mod tests {
         Python::with_gil(|py| {
             let items = PyList::new(py, &vec![("a", 1), ("b", 2)]);
             let dict = PyDict::from_sequence(py, items.to_object(py)).unwrap();
-            assert_eq!(1, dict.get_item("a").unwrap().extract::<i32>().unwrap());
-            assert_eq!(2, dict.get_item("b").unwrap().extract::<i32>().unwrap());
+            assert_eq!(
+                1,
+                dict.get_item("a")
+                    .unwrap()
+                    .unwrap()
+                    .extract::<i32>()
+                    .unwrap()
+            );
+            assert_eq!(
+                2,
+                dict.get_item("b")
+                    .unwrap()
+                    .unwrap()
+                    .extract::<i32>()
+                    .unwrap()
+            );
             let map: HashMap<&str, i32> = [("a", 1), ("b", 2)].iter().cloned().collect();
             assert_eq!(map, dict.extract().unwrap());
             let map: BTreeMap<&str, i32> = [("a", 1), ("b", 2)].iter().cloned().collect();
@@ -486,8 +507,16 @@ mod tests {
             let dict = [(7, 32)].into_py_dict(py);
 
             let ndict = dict.copy().unwrap();
-            assert_eq!(32, ndict.get_item(7i32).unwrap().extract::<i32>().unwrap());
-            assert!(ndict.get_item(8i32).is_none());
+            assert_eq!(
+                32,
+                ndict
+                    .get_item(7i32)
+                    .unwrap()
+                    .unwrap()
+                    .extract::<i32>()
+                    .unwrap()
+            );
+            assert!(ndict.get_item(8i32).unwrap().is_none());
         });
     }
 
@@ -524,12 +553,20 @@ mod tests {
             v.insert(7, 32);
             let ob = v.to_object(py);
             let dict: &PyDict = ob.downcast(py).unwrap();
-            assert_eq!(32, dict.get_item(7i32).unwrap().extract::<i32>().unwrap());
-            assert!(dict.get_item(8i32).is_none());
+            assert_eq!(
+                32,
+                dict.get_item(7i32)
+                    .unwrap()
+                    .unwrap()
+                    .extract::<i32>()
+                    .unwrap()
+            );
+            assert!(dict.get_item(8i32).unwrap().is_none());
         });
     }
 
     #[test]
+    #[allow(deprecated)]
     #[cfg(not(PyPy))]
     fn test_get_item_with_error() {
         Python::with_gil(|py| {
@@ -564,11 +601,19 @@ mod tests {
             assert!(dict.set_item(8i32, 123i32).is_ok()); // insert
             assert_eq!(
                 42i32,
-                dict.get_item(7i32).unwrap().extract::<i32>().unwrap()
+                dict.get_item(7i32)
+                    .unwrap()
+                    .unwrap()
+                    .extract::<i32>()
+                    .unwrap()
             );
             assert_eq!(
                 123i32,
-                dict.get_item(8i32).unwrap().extract::<i32>().unwrap()
+                dict.get_item(8i32)
+                    .unwrap()
+                    .unwrap()
+                    .extract::<i32>()
+                    .unwrap()
             );
         });
     }
@@ -612,7 +657,7 @@ mod tests {
             let dict: &PyDict = ob.downcast(py).unwrap();
             assert!(dict.del_item(7i32).is_ok());
             assert_eq!(0, dict.len());
-            assert!(dict.get_item(7i32).is_none());
+            assert!(dict.get_item(7i32).unwrap().is_none());
         });
     }
 
@@ -829,7 +874,15 @@ mod tests {
             let py_map = map.into_py_dict(py);
 
             assert_eq!(py_map.len(), 1);
-            assert_eq!(py_map.get_item(1).unwrap().extract::<i32>().unwrap(), 1);
+            assert_eq!(
+                py_map
+                    .get_item(1)
+                    .unwrap()
+                    .unwrap()
+                    .extract::<i32>()
+                    .unwrap(),
+                1
+            );
         });
     }
 
@@ -842,7 +895,15 @@ mod tests {
             let py_map = map.into_py_dict(py);
 
             assert_eq!(py_map.len(), 1);
-            assert_eq!(py_map.get_item(1).unwrap().extract::<i32>().unwrap(), 1);
+            assert_eq!(
+                py_map
+                    .get_item(1)
+                    .unwrap()
+                    .unwrap()
+                    .extract::<i32>()
+                    .unwrap(),
+                1
+            );
         });
     }
 
@@ -853,7 +914,15 @@ mod tests {
             let py_map = vec.into_py_dict(py);
 
             assert_eq!(py_map.len(), 3);
-            assert_eq!(py_map.get_item("b").unwrap().extract::<i32>().unwrap(), 2);
+            assert_eq!(
+                py_map
+                    .get_item("b")
+                    .unwrap()
+                    .unwrap()
+                    .extract::<i32>()
+                    .unwrap(),
+                2
+            );
         });
     }
 
@@ -864,7 +933,15 @@ mod tests {
             let py_map = arr.into_py_dict(py);
 
             assert_eq!(py_map.len(), 3);
-            assert_eq!(py_map.get_item("b").unwrap().extract::<i32>().unwrap(), 2);
+            assert_eq!(
+                py_map
+                    .get_item("b")
+                    .unwrap()
+                    .unwrap()
+                    .extract::<i32>()
+                    .unwrap(),
+                2
+            );
         });
     }
 
@@ -935,15 +1012,67 @@ mod tests {
             let other = [("b", 4), ("c", 5), ("d", 6)].into_py_dict(py);
             dict.update(other.as_mapping()).unwrap();
             assert_eq!(dict.len(), 4);
-            assert_eq!(dict.get_item("a").unwrap().extract::<i32>().unwrap(), 1);
-            assert_eq!(dict.get_item("b").unwrap().extract::<i32>().unwrap(), 4);
-            assert_eq!(dict.get_item("c").unwrap().extract::<i32>().unwrap(), 5);
-            assert_eq!(dict.get_item("d").unwrap().extract::<i32>().unwrap(), 6);
+            assert_eq!(
+                dict.get_item("a")
+                    .unwrap()
+                    .unwrap()
+                    .extract::<i32>()
+                    .unwrap(),
+                1
+            );
+            assert_eq!(
+                dict.get_item("b")
+                    .unwrap()
+                    .unwrap()
+                    .extract::<i32>()
+                    .unwrap(),
+                4
+            );
+            assert_eq!(
+                dict.get_item("c")
+                    .unwrap()
+                    .unwrap()
+                    .extract::<i32>()
+                    .unwrap(),
+                5
+            );
+            assert_eq!(
+                dict.get_item("d")
+                    .unwrap()
+                    .unwrap()
+                    .extract::<i32>()
+                    .unwrap(),
+                6
+            );
 
             assert_eq!(other.len(), 3);
-            assert_eq!(other.get_item("b").unwrap().extract::<i32>().unwrap(), 4);
-            assert_eq!(other.get_item("c").unwrap().extract::<i32>().unwrap(), 5);
-            assert_eq!(other.get_item("d").unwrap().extract::<i32>().unwrap(), 6);
+            assert_eq!(
+                other
+                    .get_item("b")
+                    .unwrap()
+                    .unwrap()
+                    .extract::<i32>()
+                    .unwrap(),
+                4
+            );
+            assert_eq!(
+                other
+                    .get_item("c")
+                    .unwrap()
+                    .unwrap()
+                    .extract::<i32>()
+                    .unwrap(),
+                5
+            );
+            assert_eq!(
+                other
+                    .get_item("d")
+                    .unwrap()
+                    .unwrap()
+                    .extract::<i32>()
+                    .unwrap(),
+                6
+            );
         })
     }
 
@@ -954,15 +1083,67 @@ mod tests {
             let other = [("b", 4), ("c", 5), ("d", 6)].into_py_dict(py);
             dict.update_if_missing(other.as_mapping()).unwrap();
             assert_eq!(dict.len(), 4);
-            assert_eq!(dict.get_item("a").unwrap().extract::<i32>().unwrap(), 1);
-            assert_eq!(dict.get_item("b").unwrap().extract::<i32>().unwrap(), 2);
-            assert_eq!(dict.get_item("c").unwrap().extract::<i32>().unwrap(), 3);
-            assert_eq!(dict.get_item("d").unwrap().extract::<i32>().unwrap(), 6);
+            assert_eq!(
+                dict.get_item("a")
+                    .unwrap()
+                    .unwrap()
+                    .extract::<i32>()
+                    .unwrap(),
+                1
+            );
+            assert_eq!(
+                dict.get_item("b")
+                    .unwrap()
+                    .unwrap()
+                    .extract::<i32>()
+                    .unwrap(),
+                2
+            );
+            assert_eq!(
+                dict.get_item("c")
+                    .unwrap()
+                    .unwrap()
+                    .extract::<i32>()
+                    .unwrap(),
+                3
+            );
+            assert_eq!(
+                dict.get_item("d")
+                    .unwrap()
+                    .unwrap()
+                    .extract::<i32>()
+                    .unwrap(),
+                6
+            );
 
             assert_eq!(other.len(), 3);
-            assert_eq!(other.get_item("b").unwrap().extract::<i32>().unwrap(), 4);
-            assert_eq!(other.get_item("c").unwrap().extract::<i32>().unwrap(), 5);
-            assert_eq!(other.get_item("d").unwrap().extract::<i32>().unwrap(), 6);
+            assert_eq!(
+                other
+                    .get_item("b")
+                    .unwrap()
+                    .unwrap()
+                    .extract::<i32>()
+                    .unwrap(),
+                4
+            );
+            assert_eq!(
+                other
+                    .get_item("c")
+                    .unwrap()
+                    .unwrap()
+                    .extract::<i32>()
+                    .unwrap(),
+                5
+            );
+            assert_eq!(
+                other
+                    .get_item("d")
+                    .unwrap()
+                    .unwrap()
+                    .extract::<i32>()
+                    .unwrap(),
+                6
+            );
         })
     }
 }
diff --git a/src/types/traceback.rs b/src/types/traceback.rs
index 67e0e564..b9909435 100644
--- a/src/types/traceback.rs
+++ b/src/types/traceback.rs
@@ -97,7 +97,7 @@ except Exception as e:
                 Some(locals),
             )
             .unwrap();
-            let err = PyErr::from_value(locals.get_item("err").unwrap());
+            let err = PyErr::from_value(locals.get_item("err").unwrap().unwrap());
             let traceback = err.value(py).getattr("__traceback__").unwrap();
             assert!(err.traceback(py).unwrap().is(traceback));
         })
@@ -117,7 +117,7 @@ def f():
                 Some(locals),
             )
             .unwrap();
-            let f = locals.get_item("f").unwrap();
+            let f = locals.get_item("f").unwrap().unwrap();
             let err = f.call0().unwrap_err();
             let traceback = err.traceback(py).unwrap();
             let err_object = err.clone_ref(py).into_py(py).into_ref(py);
diff --git a/tests/test_various.rs b/tests/test_various.rs
index 706c9b8d..976e61fc 100644
--- a/tests/test_various.rs
+++ b/tests/test_various.rs
@@ -137,6 +137,7 @@ fn add_module(py: Python<'_>, module: &PyModule) -> PyResult<()> {
         .dict()
         .get_item("modules")
         .unwrap()
+        .unwrap()
         .downcast::<PyDict>()?
         .set_item(module.name()?, module)
 }