From 404a139ca883ebeb4afed0f53a9efaf3cfc57247 Mon Sep 17 00:00:00 2001 From: Simon Brugman Date: Tue, 22 Sep 2020 23:00:10 +0200 Subject: [PATCH 1/8] Remove python 3.9-dev --- .travis.yml | 3 --- 1 file changed, 3 deletions(-) diff --git a/.travis.yml b/.travis.yml index baa505e7..f721af23 100644 --- a/.travis.yml +++ b/.travis.yml @@ -8,9 +8,6 @@ jobs: - python: 3.6 - python: 3.7 - python: 3.8 - - python: 3.9-dev - allow_failures: - - python: 3.9-dev env: - PANDAS="<1" From d6c09b224b68647ec6c8ebe9c8b715babfa385b5 Mon Sep 17 00:00:00 2001 From: Simon Brugman Date: Tue, 22 Sep 2020 23:34:26 +0200 Subject: [PATCH 2/8] TST: use full matrix --- .travis.yml | 9 ++++----- 1 file changed, 4 insertions(+), 5 deletions(-) diff --git a/.travis.yml b/.travis.yml index f721af23..0acf3835 100644 --- a/.travis.yml +++ b/.travis.yml @@ -3,11 +3,10 @@ dist: bionic language: python cache: pip -jobs: - include: - - python: 3.6 - - python: 3.7 - - python: 3.8 +python: + - '3.6' + - '3.7' + - '3.8' env: - PANDAS="<1" From 9b86c9e72beb982ab1aba42550aca6808d18bf8a Mon Sep 17 00:00:00 2001 From: sbrugman Date: Tue, 22 Sep 2020 23:46:57 +0200 Subject: [PATCH 3/8] Fix documentation --- docsrc/source/visions/getting_started/usage/relations.rst | 6 +++--- docsrc/source/visions/getting_started/usage/types.rst | 6 +++--- 2 files changed, 6 insertions(+), 6 deletions(-) diff --git a/docsrc/source/visions/getting_started/usage/relations.rst b/docsrc/source/visions/getting_started/usage/relations.rst index 5ce6136c..4aa80b75 100644 --- a/docsrc/source/visions/getting_started/usage/relations.rst +++ b/docsrc/source/visions/getting_started/usage/relations.rst @@ -9,8 +9,8 @@ Going back to our integer example. .. code-block:: python - >>> import visions as v - >>> v.Integer.get_relations() + >>> import visions as v + >>> v.Integer.relations [IdentityRelation(Generic -> Integer), InferenceRelation(Float -> Integer), InferenceRelation(String -> Integer)] @@ -19,7 +19,7 @@ Now imagine a series of floats like `[1.0, 2.0, 3.0]`. .. code-block:: python - >>> float_int_relation = v.Integer.get_relations()[1] + >>> float_int_relation = v.Integer.relations[1] >>> series = pd.Series([1.0, 2.0, 3.0]) >>> series in v.Integer diff --git a/docsrc/source/visions/getting_started/usage/types.rst b/docsrc/source/visions/getting_started/usage/types.rst index c41730a4..56d80fcd 100644 --- a/docsrc/source/visions/getting_started/usage/types.rst +++ b/docsrc/source/visions/getting_started/usage/types.rst @@ -23,7 +23,7 @@ In practice this looks like .. code-block:: python - >>> import visions as v + >>> import visions as v >>> test_series = pd.Series(['Apple', 'Orange', 'Pear']) >>> test_series in v.String True @@ -42,8 +42,8 @@ represents a mapping between types. Let's take the example of an integer .. code-block:: python - >>> import visions as v - >>> v.Integer.get_relations() + >>> import visions as v + >>> v.Integer.relations [IdentityRelation(Generic -> Integer), InferenceRelation(Float -> Integer), InferenceRelation(String -> Integer)] From 8bcb721734695489b5f52154020a57ebbf7da7f1 Mon Sep 17 00:00:00 2001 From: GitHub Action Date: Tue, 22 Sep 2020 22:15:44 +0000 Subject: [PATCH 4/8] [skip ci] Updating documentation --- .../getting_started/usage/relations.rst.txt | 6 ++--- .../getting_started/usage/types.rst.txt | 6 ++--- docs/searchindex.js | 2 +- .../getting_started/usage/relations.html | 12 +++++----- docs/visions/getting_started/usage/types.html | 22 +++++++++---------- 5 files changed, 24 insertions(+), 24 deletions(-) diff --git a/docs/_sources/visions/getting_started/usage/relations.rst.txt b/docs/_sources/visions/getting_started/usage/relations.rst.txt index 5ce6136c..4aa80b75 100644 --- a/docs/_sources/visions/getting_started/usage/relations.rst.txt +++ b/docs/_sources/visions/getting_started/usage/relations.rst.txt @@ -9,8 +9,8 @@ Going back to our integer example. .. code-block:: python - >>> import visions as v - >>> v.Integer.get_relations() + >>> import visions as v + >>> v.Integer.relations [IdentityRelation(Generic -> Integer), InferenceRelation(Float -> Integer), InferenceRelation(String -> Integer)] @@ -19,7 +19,7 @@ Now imagine a series of floats like `[1.0, 2.0, 3.0]`. .. code-block:: python - >>> float_int_relation = v.Integer.get_relations()[1] + >>> float_int_relation = v.Integer.relations[1] >>> series = pd.Series([1.0, 2.0, 3.0]) >>> series in v.Integer diff --git a/docs/_sources/visions/getting_started/usage/types.rst.txt b/docs/_sources/visions/getting_started/usage/types.rst.txt index c41730a4..56d80fcd 100644 --- a/docs/_sources/visions/getting_started/usage/types.rst.txt +++ b/docs/_sources/visions/getting_started/usage/types.rst.txt @@ -23,7 +23,7 @@ In practice this looks like .. code-block:: python - >>> import visions as v + >>> import visions as v >>> test_series = pd.Series(['Apple', 'Orange', 'Pear']) >>> test_series in v.String True @@ -42,8 +42,8 @@ represents a mapping between types. 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\ No newline at end of file diff --git a/docs/visions/getting_started/usage/relations.html b/docs/visions/getting_started/usage/relations.html index 8636bf5b..34d17048 100644 --- a/docs/visions/getting_started/usage/relations.html +++ b/docs/visions/getting_started/usage/relations.html @@ -199,15 +199,15 @@

Type Relations
    >>> import visions as v
->>> v.Integer.get_relations()
-[IdentityRelation(Generic -> Integer),
- InferenceRelation(Float -> Integer),
- InferenceRelation(String -> Integer)]
+
>>> import visions as v
+>>> v.Integer.relations
+[IdentityRelation(Generic -> Integer),
+ InferenceRelation(Float -> Integer),
+ InferenceRelation(String -> Integer)]
 

 

 
Now imagine a series of floats like [1.0, 2.0, 3.0].

-
>>> float_int_relation = v.Integer.get_relations()[1]
+
>>> float_int_relation = v.Integer.relations[1]
 >>> series = pd.Series([1.0, 2.0, 3.0])
 
 >>> series in v.Integer
diff --git a/docs/visions/getting_started/usage/types.html b/docs/visions/getting_started/usage/types.html
index 58ebf2b0..743bdbec 100644
--- a/docs/visions/getting_started/usage/types.html
+++ b/docs/visions/getting_started/usage/types.html
@@ -213,13 +213,13 @@ 
Types
 
Membership¶

 
Type membership is an important component of every visions type, membership checks answer the question is my sequence of a type?
 In practice this looks like

-
    >>> import visions as v
->>> test_series = pd.Series(['Apple', 'Orange', 'Pear'])
->>> test_series in v.String
-True
+
>>> import visions as v
+>>> test_series = pd.Series(['Apple', 'Orange', 'Pear'])
+>>> test_series in v.String
+True
 
->>> test_series in v.Integer
-False
+>>> test_series in v.Integer
+False
 

 

 

@@ -231,11 +231,11 @@ 
Membership¶

 
Types also have special knowledge about their relations with other types. A relation
 represents a mapping between types. Let’s take the example of an integer

-
    >>> import visions as v
->>> v.Integer.get_relations()
-[IdentityRelation(Generic -> Integer),
- InferenceRelation(Float -> Integer),
- InferenceRelation(String -> Integer)]
+
>>> import visions as v
+>>> v.Integer.relations
+[IdentityRelation(Generic -> Integer),
+ InferenceRelation(Float -> Integer),
+ InferenceRelation(String -> Integer)]
 

 

 
As we can see, there are three relations defined on the integer type. Each represents

From ecb26caf83eda2120566248f9e6e02fc112607ee Mon Sep 17 00:00:00 2001
From: Simon Brugman 
Date: Wed, 23 Sep 2020 00:18:25 +0200
Subject: [PATCH 5/8] Introduce testing for the sparse data types (+ fixes)
 (#110)

* Introduce testing for the sparse data types
---
 requirements_test.txt                      |  2 +
 src/visions/test/series.py                 | 31 +------
 src/visions/test/series_geometry.py        | 30 +++++++
 src/visions/test/series_sparse.py          | 63 ++++++++++++++
 src/visions/types/__init__.py              |  2 +
 src/visions/types/boolean.py               | 12 ++-
 src/visions/types/categorical.py           |  2 +
 src/visions/types/complex.py               |  2 +
 src/visions/types/count.py                 |  2 +
 src/visions/types/date_time.py             |  2 +
 src/visions/types/float.py                 |  4 +-
 src/visions/types/integer.py               |  2 +
 src/visions/types/numeric.py               |  2 +
 src/visions/types/object.py                |  2 +
 src/visions/types/sparse.py                | 29 +++++++
 src/visions/types/string.py                |  2 +
 src/visions/types/time_delta.py            |  2 +
 src/visions/utils/series_utils.py          | 24 ++++++
 tests/test_type_convert.py                 |  3 +-
 tests/test_type_inference.py               |  3 +-
 tests/typesets/test_complete_set.py        |  3 +-
 tests/typesets/test_standard_set.py        |  3 +-
 tests/typesets/test_standard_set_sparse.py | 98 ++++++++++++++++++++++
 23 files changed, 287 insertions(+), 38 deletions(-)
 create mode 100644 src/visions/test/series_geometry.py
 create mode 100644 src/visions/test/series_sparse.py
 create mode 100644 src/visions/types/sparse.py
 create mode 100644 tests/typesets/test_standard_set_sparse.py

diff --git a/requirements_test.txt b/requirements_test.txt
index 0d10b18a..3d298fec 100644
--- a/requirements_test.txt
+++ b/requirements_test.txt
@@ -3,6 +3,8 @@ imagehash
 Pillow
 shapely
 mypy
+black>=19.10b0
+isort>=5.0.9
 big_o>=0.10.1
 twine>=3.1.1
 pydot
diff --git a/src/visions/test/series.py b/src/visions/test/series.py
index aeb02ba5..49a2e3a6 100644
--- a/src/visions/test/series.py
+++ b/src/visions/test/series.py
@@ -443,7 +443,7 @@ def get_series():
         pd.Series(["test@example.com", "info@example.eu"], name="email_address_str"),
     ]
 
-    if int(pd.__version__[0]) >= 1:
+    if int(pd.__version__.split(".")[0]) >= 1:
         pandas_1_series = [
             pd.Series(
                 ["Patty", "Valentine"], dtype="string", name="string_dtype_series"
@@ -452,32 +452,3 @@ def get_series():
         test_series.extend(pandas_1_series)
 
     return test_series
-
-
-def get_geometry_series():
-    from shapely import wkt
-
-    series = [
-        pd.Series(
-            ["POINT (-92 42)", "POINT (-92 42.1)", "POINT (-92 42.2)"],
-            name="geometry_string_series",
-        ),
-        pd.Series(
-            [
-                wkt.loads("POINT (-92 42)"),
-                wkt.loads("POINT (-92 42.1)"),
-                wkt.loads("POINT (-92 42.2)"),
-            ],
-            name="geometry_series",
-        ),
-        pd.Series(
-            [
-                wkt.loads("POINT (-92 42)"),
-                wkt.loads("POINT (-92 42.1)"),
-                wkt.loads("POINT (-92 42.2)"),
-                None,
-            ],
-            name="geometry_series_missing",
-        ),
-    ]
-    return series
diff --git a/src/visions/test/series_geometry.py b/src/visions/test/series_geometry.py
new file mode 100644
index 00000000..dff64381
--- /dev/null
+++ b/src/visions/test/series_geometry.py
@@ -0,0 +1,30 @@
+import pandas as pd
+
+
+def get_geometry_series():
+    from shapely import wkt
+
+    series = [
+        pd.Series(
+            ["POINT (-92 42)", "POINT (-92 42.1)", "POINT (-92 42.2)"],
+            name="geometry_string_series",
+        ),
+        pd.Series(
+            [
+                wkt.loads("POINT (-92 42)"),
+                wkt.loads("POINT (-92 42.1)"),
+                wkt.loads("POINT (-92 42.2)"),
+            ],
+            name="geometry_series",
+        ),
+        pd.Series(
+            [
+                wkt.loads("POINT (-92 42)"),
+                wkt.loads("POINT (-92 42.1)"),
+                wkt.loads("POINT (-92 42.2)"),
+                None,
+            ],
+            name="geometry_series_missing",
+        ),
+    ]
+    return series
diff --git a/src/visions/test/series_sparse.py b/src/visions/test/series_sparse.py
new file mode 100644
index 00000000..4789c42d
--- /dev/null
+++ b/src/visions/test/series_sparse.py
@@ -0,0 +1,63 @@
+import numpy as np
+import pandas as pd
+
+nan_value = pd.NA if hasattr(pd, "NA") else None
+
+
+def get_sparse_series():
+    test_series = [
+        # Numpy dtypes
+        pd.Series(
+            [-1, 0, 1, 2, 3], name="int_sparse", dtype=pd.SparseDtype(np.int32, 0)
+        ),
+        pd.Series(
+            [np.nan, 0, 1, 2, 3],
+            name="float_sparse",
+            dtype=pd.SparseDtype(np.float64, np.nan),
+        ),
+        pd.Series(
+            [np.nan, complex(0, 1), complex(1, -1), complex(2, 4), complex(3, -12)],
+            name="complex_sparse",
+            dtype=pd.SparseDtype(np.complex128, np.nan),
+        ),
+        pd.Series(
+            [True, False, False],
+            name="bool_sparse",
+            dtype=pd.SparseDtype(np.bool, False),
+        ),
+        pd.Series(
+            pd.SparseArray([None, None, "gold", "black", "silver"]),
+            name="str_obj_sparse",
+        ),
+        # Pending https://github.com/pandas-dev/pandas/issues/35762
+        # pd.Series([NoneT, 0, 1, 2, 3, 4], name="datetime_sparse", dtype=pd.SparseDtype(np.datetime64)),
+        # Pandas dtypes
+        pd.Series(
+            [0, 1, 2, 3, None],
+            name="pd_int64_sparse",
+            dtype=pd.SparseDtype(pd.Int64Dtype()),
+        ),
+        # Pending https://github.com/pandas-dev/pandas/issues/35793
+        # pd.Series(
+        #     ["a", "b", "c", None],
+        #     name="pd_categorical_sparse",
+        #     dtype=pd.SparseDtype(pd.CategoricalDtype(['a', 'b', 'c', 'd']))
+        # )
+    ]
+
+    if int(pd.__version__.split(".")[0]) >= 1:
+        pandas_1_series = [
+            pd.Series(
+                ["Patty", "Valentine", "Upper", "", "", ""],
+                name="pd_string_sparse",
+                dtype=pd.SparseDtype(pd.StringDtype(), ""),
+            ),
+            pd.Series(
+                [True, False, False, None],
+                name="pd_bool_sparse",
+                dtype=pd.SparseDtype(pd.BooleanDtype(), None),
+            ),
+        ]
+        test_series.extend(pandas_1_series)
+
+    return test_series
diff --git a/src/visions/types/__init__.py b/src/visions/types/__init__.py
index d521357c..5c908e46 100644
--- a/src/visions/types/__init__.py
+++ b/src/visions/types/__init__.py
@@ -15,6 +15,7 @@
 from visions.types.object import Object
 from visions.types.ordinal import Ordinal
 from visions.types.path import Path
+from visions.types.sparse import Sparse
 from visions.types.string import String
 from visions.types.time import Time
 from visions.types.time_delta import TimeDelta
@@ -46,4 +47,5 @@
     "URL",
     "Time",
     "EmailAddress",
+    "Sparse",
 ]
diff --git a/src/visions/types/boolean.py b/src/visions/types/boolean.py
index 12a0ba30..07c99a40 100644
--- a/src/visions/types/boolean.py
+++ b/src/visions/types/boolean.py
@@ -9,6 +9,7 @@
 from visions.types.type import VisionsBaseType
 from visions.utils import func_nullable_series_contains
 from visions.utils.coercion.test_utils import coercion_map, coercion_map_test
+from visions.utils.series_utils import series_not_sparse
 
 hasnan_bool_name = "boolean" if int(pd.__version__.split(".")[0]) >= 1 else "Bool"
 
@@ -30,11 +31,17 @@ def object_is_bool(series: pd.Series, state: dict) -> bool:
 
 
 def string_is_bool(series, state: dict, string_coercions):
-    return coercion_map_test(string_coercions)(series.str.lower())
+    try:
+        return coercion_map_test(string_coercions)(series.str.lower())
+    except:
+        return False
 
 
 def string_to_bool(series, state: dict, string_coercions):
-    return to_bool(coercion_map(string_coercions)(series.str.lower()), state)
+    try:
+        return to_bool(coercion_map(string_coercions)(series.str.lower()), state)
+    except:
+        return False
 
 
 def _get_relations(cls) -> Sequence[TypeRelation]:
@@ -75,6 +82,7 @@ def get_relations(cls) -> Sequence[TypeRelation]:
         return _get_relations(cls)
 
     @classmethod
+    @series_not_sparse
     def contains_op(cls, series: pd.Series, state: dict) -> bool:
         if not pdt.is_categorical_dtype(series) and pdt.is_bool_dtype(series):
             return True
diff --git a/src/visions/types/categorical.py b/src/visions/types/categorical.py
index 90a03d59..74316edb 100644
--- a/src/visions/types/categorical.py
+++ b/src/visions/types/categorical.py
@@ -5,6 +5,7 @@
 
 from visions.relations import IdentityRelation, TypeRelation
 from visions.types.type import VisionsBaseType
+from visions.utils.series_utils import series_not_sparse
 
 
 def _get_relations(cls) -> Sequence[TypeRelation]:
@@ -28,5 +29,6 @@ def get_relations(cls) -> Sequence[TypeRelation]:
         return _get_relations(cls)
 
     @classmethod
+    @series_not_sparse
     def contains_op(cls, series: pd.Series, state: dict) -> bool:
         return pdt.is_categorical_dtype(series)
diff --git a/src/visions/types/complex.py b/src/visions/types/complex.py
index 4d18283d..f88e7f91 100644
--- a/src/visions/types/complex.py
+++ b/src/visions/types/complex.py
@@ -7,6 +7,7 @@
 from visions.types.float import string_is_float
 from visions.types.type import VisionsBaseType
 from visions.utils.coercion import test_utils
+from visions.utils.series_utils import series_not_sparse
 
 
 def test_imaginary_in_string(
@@ -58,5 +59,6 @@ def get_relations(cls) -> Sequence[TypeRelation]:
         return _get_relations(cls)
 
     @classmethod
+    @series_not_sparse
     def contains_op(cls, series: pd.Series, state: dict) -> bool:
         return pdt.is_complex_dtype(series)
diff --git a/src/visions/types/count.py b/src/visions/types/count.py
index 0f707711..e616f2f2 100644
--- a/src/visions/types/count.py
+++ b/src/visions/types/count.py
@@ -5,6 +5,7 @@
 
 from visions.relations import IdentityRelation, TypeRelation
 from visions.types.type import VisionsBaseType
+from visions.utils.series_utils import series_not_sparse
 
 
 def _get_relations(cls) -> Sequence[TypeRelation]:
@@ -28,5 +29,6 @@ def get_relations(cls) -> Sequence[TypeRelation]:
         return _get_relations(cls)
 
     @classmethod
+    @series_not_sparse
     def contains_op(cls, series: pd.Series, state: dict) -> bool:
         return pdt.is_unsigned_integer_dtype(series)
diff --git a/src/visions/types/date_time.py b/src/visions/types/date_time.py
index 28af4583..840a2bbf 100644
--- a/src/visions/types/date_time.py
+++ b/src/visions/types/date_time.py
@@ -7,6 +7,7 @@
 from visions.relations import IdentityRelation, InferenceRelation, TypeRelation
 from visions.types.type import VisionsBaseType
 from visions.utils.coercion import test_utils
+from visions.utils.series_utils import series_not_sparse
 
 
 def string_is_datetime(series: pd.Series, state: dict) -> bool:
@@ -49,5 +50,6 @@ def get_relations(cls) -> Sequence[TypeRelation]:
         return _get_relations(cls)
 
     @classmethod
+    @series_not_sparse
     def contains_op(cls, series: pd.Series, state: dict) -> bool:
         return pdt.is_datetime64_any_dtype(series)
diff --git a/src/visions/types/float.py b/src/visions/types/float.py
index a8cc3c86..8b55aea6 100644
--- a/src/visions/types/float.py
+++ b/src/visions/types/float.py
@@ -7,8 +7,7 @@
 from visions.relations import IdentityRelation, InferenceRelation, TypeRelation
 from visions.types.type import VisionsBaseType
 from visions.utils.coercion import test_utils
-
-# from visions.utils.series_utils import func_nullable_series_contains
+from visions.utils.series_utils import func_nullable_series_contains, series_not_sparse
 from visions.utils.warning_handling import suppress_warnings
 
 
@@ -90,5 +89,6 @@ def get_relations(cls) -> Sequence[TypeRelation]:
         return _get_relations(cls)
 
     @classmethod
+    @series_not_sparse
     def contains_op(cls, series: pd.Series, state: dict) -> bool:
         return pdt.is_float_dtype(series)
diff --git a/src/visions/types/integer.py b/src/visions/types/integer.py
index 613c7b09..56c0e9da 100644
--- a/src/visions/types/integer.py
+++ b/src/visions/types/integer.py
@@ -7,6 +7,7 @@
 from visions.relations import IdentityRelation, InferenceRelation, TypeRelation
 from visions.types.type import VisionsBaseType
 from visions.utils import func_nullable_series_contains
+from visions.utils.series_utils import series_not_sparse
 
 
 def to_int(series: pd.Series, state: dict) -> pd.Series:
@@ -51,5 +52,6 @@ def get_relations(cls) -> Sequence[TypeRelation]:
         return _get_relations(cls)
 
     @classmethod
+    @series_not_sparse
     def contains_op(cls, series: pd.Series, state: dict) -> bool:
         return pdt.is_integer_dtype(series)
diff --git a/src/visions/types/numeric.py b/src/visions/types/numeric.py
index 6a2da4a0..310a569b 100644
--- a/src/visions/types/numeric.py
+++ b/src/visions/types/numeric.py
@@ -5,6 +5,7 @@
 
 from visions.relations import IdentityRelation, TypeRelation
 from visions.types.type import VisionsBaseType
+from visions.utils.series_utils import series_not_sparse
 
 
 def _get_relations(cls) -> Sequence[TypeRelation]:
@@ -28,5 +29,6 @@ def get_relations(cls) -> Sequence[TypeRelation]:
         return _get_relations(cls)
 
     @classmethod
+    @series_not_sparse
     def contains_op(cls, series: pd.Series, state: dict) -> bool:
         return pdt.is_numeric_dtype(series)
diff --git a/src/visions/types/object.py b/src/visions/types/object.py
index 72699bd2..980af4e9 100644
--- a/src/visions/types/object.py
+++ b/src/visions/types/object.py
@@ -5,6 +5,7 @@
 
 from visions.relations import IdentityRelation, TypeRelation
 from visions.types.type import VisionsBaseType
+from visions.utils.series_utils import series_not_sparse
 
 
 def _get_relations(cls) -> Sequence[TypeRelation]:
@@ -31,6 +32,7 @@ def get_relations(cls) -> Sequence[TypeRelation]:
         return _get_relations(cls)
 
     @classmethod
+    @series_not_sparse
     def contains_op(cls, series: pd.Series, state: dict) -> bool:
         is_object = pdt.is_object_dtype(series)
         if is_object:
diff --git a/src/visions/types/sparse.py b/src/visions/types/sparse.py
new file mode 100644
index 00000000..b169c45b
--- /dev/null
+++ b/src/visions/types/sparse.py
@@ -0,0 +1,29 @@
+from typing import Sequence
+
+import pandas as pd
+from pandas.api import types as pdt
+
+from visions.relations import IdentityRelation, TypeRelation
+from visions.types.type import VisionsBaseType
+
+
+class Sparse(VisionsBaseType):
+    """**Sparse** implementation of :class:`visions.types.type.VisionsBaseType`.
+
+    Examples:
+        >>> import numpy as np
+        >>> x = pd.Sparse(pd.Series([np.complex(0, 0), np.complex(1, 2), np.complex(3, -1), np.nan]))
+        >>> x in visions.Sparse
+        True
+    """
+
+    @classmethod
+    def get_relations(cls) -> Sequence[TypeRelation]:
+        from visions.types import Generic
+
+        relations = [IdentityRelation(cls, Generic)]
+        return relations
+
+    @classmethod
+    def contains_op(cls, series: pd.Series) -> bool:
+        return pdt.is_sparse(series)
diff --git a/src/visions/types/string.py b/src/visions/types/string.py
index 47cd99c8..f22acbfc 100644
--- a/src/visions/types/string.py
+++ b/src/visions/types/string.py
@@ -6,6 +6,7 @@
 from visions.relations import IdentityRelation, TypeRelation
 from visions.types.type import VisionsBaseType
 from visions.utils import func_nullable_series_contains
+from visions.utils.series_utils import series_not_sparse
 
 
 @func_nullable_series_contains
@@ -37,6 +38,7 @@ def get_relations(cls) -> Sequence[TypeRelation]:
         return _get_relations(cls)
 
     @classmethod
+    @series_not_sparse
     def contains_op(cls, series: pd.Series, state: dict) -> bool:
         # TODO: without the object check this passes string categories... is there a better way?
         if pdt.is_categorical_dtype(series):
diff --git a/src/visions/types/time_delta.py b/src/visions/types/time_delta.py
index 16577be7..16bfc645 100644
--- a/src/visions/types/time_delta.py
+++ b/src/visions/types/time_delta.py
@@ -5,6 +5,7 @@
 
 from visions.relations import IdentityRelation, TypeRelation
 from visions.types.type import VisionsBaseType
+from visions.utils.series_utils import series_not_sparse
 
 
 def _get_relations(cls) -> Sequence[TypeRelation]:
@@ -28,5 +29,6 @@ def get_relations(cls) -> Sequence[TypeRelation]:
         return _get_relations(cls)
 
     @classmethod
+    @series_not_sparse
     def contains_op(cls, series: pd.Series, state: dict) -> bool:
         return pdt.is_timedelta64_dtype(series)
diff --git a/src/visions/utils/series_utils.py b/src/visions/utils/series_utils.py
index db5f61d7..52e95d84 100644
--- a/src/visions/utils/series_utils.py
+++ b/src/visions/utils/series_utils.py
@@ -2,6 +2,20 @@
 from typing import Callable
 
 import pandas as pd
+from pandas.api import types as pdt
+
+# For future reference: get the dtype from the subtype when the series is sparse
+# def sparse_series_contains(fn: Callable):
+#     @functools.wraps(fn)
+#     def inner(cls, series: pd.Series, *args, **kwargs) -> bool:
+#         if pdt.is_sparse(series):
+#             dtype = series.dtype.subtype
+#         else:
+#             dtype = series.dtype
+#         # TODO: pass dtype (e.g. in state)
+#
+#         return fn(cls, series, *args, **kwargs)
+#     return inner
 
 
 def nullable_series_contains(fn: Callable) -> Callable:
@@ -30,6 +44,16 @@ def inner(series: pd.Series, state={}, *args, **kwargs) -> bool:
     return inner
 
 
+def series_not_sparse(fn: Callable) -> Callable:
+    @functools.wraps(fn)
+    def inner(cls, series: pd.Series, *args, **kwargs) -> bool:
+        if pdt.is_sparse(series):
+            return False
+        return fn(cls, series, *args, **kwargs)
+
+    return inner
+
+
 def _contains_instance_attrs(
     series, is_method, class_name, attrs: list, sample_size=1
 ) -> bool:
diff --git a/tests/test_type_convert.py b/tests/test_type_convert.py
index 875797ea..cabaeb60 100644
--- a/tests/test_type_convert.py
+++ b/tests/test_type_convert.py
@@ -2,7 +2,8 @@
 
 import pytest
 
-from visions.test.series import get_geometry_series, get_series
+from visions.test.series import get_series
+from visions.test.series_geometry import get_geometry_series
 from visions.typesets import CompleteSet
 
 
diff --git a/tests/test_type_inference.py b/tests/test_type_inference.py
index ba92ed89..a28332c1 100644
--- a/tests/test_type_inference.py
+++ b/tests/test_type_inference.py
@@ -1,7 +1,8 @@
 import pytest
 
 from visions import EmailAddress
-from visions.test.series import get_geometry_series, get_series
+from visions.test.series import get_series
+from visions.test.series_geometry import get_geometry_series
 from visions.types import Generic
 from visions.typesets import CompleteSet
 
diff --git a/tests/typesets/test_complete_set.py b/tests/typesets/test_complete_set.py
index 7c88cab6..6575518b 100644
--- a/tests/typesets/test_complete_set.py
+++ b/tests/typesets/test_complete_set.py
@@ -10,7 +10,8 @@
 from shapely import wkt
 
 from visions import CompleteSet
-from visions.test.series import get_geometry_series, get_series
+from visions.test.series import get_series
+from visions.test.series_geometry import get_geometry_series
 from visions.test.utils import (
     cast,
     contains,
diff --git a/tests/typesets/test_standard_set.py b/tests/typesets/test_standard_set.py
index 5bc095c9..2c2c5076 100644
--- a/tests/typesets/test_standard_set.py
+++ b/tests/typesets/test_standard_set.py
@@ -3,7 +3,8 @@
 import pytest
 
 from visions import StandardSet
-from visions.test.series import get_geometry_series, get_series
+from visions.test.series import get_series
+from visions.test.series_geometry import get_geometry_series
 from visions.test.utils import (
     cast,
     contains,
diff --git a/tests/typesets/test_standard_set_sparse.py b/tests/typesets/test_standard_set_sparse.py
new file mode 100644
index 00000000..eca9c813
--- /dev/null
+++ b/tests/typesets/test_standard_set_sparse.py
@@ -0,0 +1,98 @@
+import pandas as pd
+import pytest
+
+from visions import StandardSet
+from visions.test.series_sparse import get_sparse_series
+from visions.test.utils import contains, get_contains_cases, get_inference_cases, infers
+from visions.types import (
+    Boolean,
+    Categorical,
+    Complex,
+    DateTime,
+    Float,
+    Generic,
+    Integer,
+    Object,
+    String,
+    TimeDelta,
+)
+
+series = get_sparse_series()
+
+typeset = StandardSet()
+
+contains_map = {
+    DateTime: set(),
+    TimeDelta: set(),
+    Categorical: set(),
+    Object: set(),
+    Integer: set(),
+    Complex: set(),
+    Float: set(),
+    Boolean: set(),
+    String: set(),
+    Generic: {
+        "int_sparse",
+        "pd_int64_sparse",
+        "float_sparse",
+        "bool_sparse",
+        "complex_sparse",
+        "str_obj_sparse",
+    },
+}
+
+if int(pd.__version__.split(".")[0]) >= 1:
+    contains_map[Generic].add("pd_bool_sparse")
+    contains_map[Generic].add("pd_string_sparse")
+
+
+@pytest.mark.parametrize(**get_contains_cases(series, contains_map, typeset))
+def test_contains(series, type, member):
+    """Test the generated combinations for "series in type"
+
+    Args:
+        series: the series to test
+        type: the type to test against
+        member: the result
+    """
+    result, message = contains(series, type, member)
+    assert result, message
+
+
+inference_map = {
+    "int_sparse": Generic,
+    "pd_int64_sparse": Generic,
+    "float_sparse": Generic,
+    "bool_sparse": Generic,
+    "pd_bool_sparse": Generic,
+    "complex_sparse": Generic,
+    "str_obj_sparse": Generic,
+    "pd_categorical_sparse": Generic,
+    # "datetime_sparse": Generic,
+}
+
+if int(pd.__version__.split(".")[0]) >= 1:
+    inference_map["pd_bool_sparse"] = Generic
+    inference_map["pd_string_sparse"] = Generic
+
+
+@pytest.mark.parametrize(**get_inference_cases(series, inference_map, typeset))
+def test_inference(series, type, typeset, difference):
+    """Test the generated combinations for "inference(series) == type"
+
+    Args:
+        series: the series to test
+        type: the type to test against
+    """
+    result, message = infers(series, type, typeset, difference)
+    assert result, message
+
+
+@pytest.mark.parametrize("series", series)
+def test_detect_type(series):
+    typeset.detect_type(series)
+
+
+@pytest.mark.parametrize("series", series)
+def test_cast_inferred(series):
+    typeset.cast_to_inferred(series)

From 3d609b134d2c345b55b1bfd037300174a2c32c94 Mon Sep 17 00:00:00 2001
From: GitHub Action 
Date: Tue, 22 Sep 2020 22:20:02 +0000
Subject: [PATCH 6/8] [skip ci] Updating documentation

---
 docs/_modules/visions/types/boolean.html     | 12 ++++++++++--
 docs/_modules/visions/types/categorical.html |  2 ++
 docs/_modules/visions/types/complex.html     |  2 ++
 docs/_modules/visions/types/count.html       |  2 ++
 docs/_modules/visions/types/date_time.html   |  2 ++
 docs/_modules/visions/types/float.html       |  4 ++--
 docs/_modules/visions/types/integer.html     |  2 ++
 docs/_modules/visions/types/object.html      |  2 ++
 docs/_modules/visions/types/string.html      |  2 ++
 docs/_modules/visions/types/time_delta.html  |  2 ++
 10 files changed, 28 insertions(+), 4 deletions(-)

diff --git a/docs/_modules/visions/types/boolean.html b/docs/_modules/visions/types/boolean.html
index 35dbb891..fed1406a 100644
--- a/docs/_modules/visions/types/boolean.html
+++ b/docs/_modules/visions/types/boolean.html
@@ -192,6 +192,7 @@ 
Source code for visions.types.boolean
 from visions.types.type import VisionsBaseType
 from visions.utils import func_nullable_series_contains
 from visions.utils.coercion.test_utils import coercion_map, coercion_map_test
+from visions.utils.series_utils import series_not_sparse
 
 hasnan_bool_name = "boolean" if int(pd.__version__.split(".")[0]) >= 1 else "Bool"
 
@@ -213,11 +214,17 @@ 
Source code for visions.types.boolean
 
 
 def string_is_bool(series, state: dict, string_coercions):
-    return coercion_map_test(string_coercions)(series.str.lower())
+    try:
+        return coercion_map_test(string_coercions)(series.str.lower())
+    except:
+        return False
 
 
 def string_to_bool(series, state: dict, string_coercions):
-    return to_bool(coercion_map(string_coercions)(series.str.lower()), state)
+    try:
+        return to_bool(coercion_map(string_coercions)(series.str.lower()), state)
+    except:
+        return False
 
 
 def _get_relations(cls) -> Sequence[TypeRelation]:
@@ -258,6 +265,7 @@ 
Source code for visions.types.boolean
         return _get_relations(cls)
 
     @classmethod
+    @series_not_sparse
     def contains_op(cls, series: pd.Series, state: dict) -> bool:
         if not pdt.is_categorical_dtype(series) and pdt.is_bool_dtype(series):
             return True
diff --git a/docs/_modules/visions/types/categorical.html b/docs/_modules/visions/types/categorical.html
index 717363f4..33f89845 100644
--- a/docs/_modules/visions/types/categorical.html
+++ b/docs/_modules/visions/types/categorical.html
@@ -188,6 +188,7 @@ 
Source code for visions.types.categorical
 
 from visions.relations import IdentityRelation, TypeRelation
 from visions.types.type import VisionsBaseType
+from visions.utils.series_utils import series_not_sparse
 
 
 def _get_relations(cls) -> Sequence[TypeRelation]:
@@ -211,6 +212,7 @@ 
Source code for visions.types.categorical
         return _get_relations(cls)
 
     @classmethod
+    @series_not_sparse
     def contains_op(cls, series: pd.Series, state: dict) -> bool:
         return pdt.is_categorical_dtype(series)

 

diff --git a/docs/_modules/visions/types/complex.html b/docs/_modules/visions/types/complex.html
index 443d6c20..fae08429 100644
--- a/docs/_modules/visions/types/complex.html
+++ b/docs/_modules/visions/types/complex.html
@@ -190,6 +190,7 @@ 
Source code for visions.types.complex
 from visions.types.float import string_is_float
 from visions.types.type import VisionsBaseType
 from visions.utils.coercion import test_utils
+from visions.utils.series_utils import series_not_sparse
 
 
 def test_imaginary_in_string(
@@ -241,6 +242,7 @@ 
Source code for visions.types.complex
         return _get_relations(cls)
 
     @classmethod
+    @series_not_sparse
     def contains_op(cls, series: pd.Series, state: dict) -> bool:
         return pdt.is_complex_dtype(series)

 

diff --git a/docs/_modules/visions/types/count.html b/docs/_modules/visions/types/count.html
index adce2736..8d7a9b46 100644
--- a/docs/_modules/visions/types/count.html
+++ b/docs/_modules/visions/types/count.html
@@ -188,6 +188,7 @@ 
Source code for visions.types.count
 
 from visions.relations import IdentityRelation, TypeRelation
 from visions.types.type import VisionsBaseType
+from visions.utils.series_utils import series_not_sparse
 
 
 def _get_relations(cls) -> Sequence[TypeRelation]:
@@ -211,6 +212,7 @@ 
Source code for visions.types.count
         return _get_relations(cls)
 
     @classmethod
+    @series_not_sparse
     def contains_op(cls, series: pd.Series, state: dict) -> bool:
         return pdt.is_unsigned_integer_dtype(series)

 

diff --git a/docs/_modules/visions/types/date_time.html b/docs/_modules/visions/types/date_time.html
index f983777a..682cbe9c 100644
--- a/docs/_modules/visions/types/date_time.html
+++ b/docs/_modules/visions/types/date_time.html
@@ -190,6 +190,7 @@ 
Source code for visions.types.date_time
 from visions.relations import IdentityRelation, InferenceRelation, TypeRelation
 from visions.types.type import VisionsBaseType
 from visions.utils.coercion import test_utils
+from visions.utils.series_utils import series_not_sparse
 
 
 def string_is_datetime(series: pd.Series, state: dict) -> bool:
@@ -232,6 +233,7 @@ 
Source code for visions.types.date_time
         return _get_relations(cls)
 
     @classmethod
+    @series_not_sparse
     def contains_op(cls, series: pd.Series, state: dict) -> bool:
         return pdt.is_datetime64_any_dtype(series)

 

diff --git a/docs/_modules/visions/types/float.html b/docs/_modules/visions/types/float.html
index 4dbc594c..20159ca8 100644
--- a/docs/_modules/visions/types/float.html
+++ b/docs/_modules/visions/types/float.html
@@ -190,8 +190,7 @@ 
Source code for visions.types.float
 from visions.relations import IdentityRelation, InferenceRelation, TypeRelation
 from visions.types.type import VisionsBaseType
 from visions.utils.coercion import test_utils
-
-# from visions.utils.series_utils import func_nullable_series_contains
+from visions.utils.series_utils import func_nullable_series_contains, series_not_sparse
 from visions.utils.warning_handling import suppress_warnings
 
 
@@ -273,6 +272,7 @@ 
Source code for visions.types.float
         return _get_relations(cls)
 
     @classmethod
+    @series_not_sparse
     def contains_op(cls, series: pd.Series, state: dict) -> bool:
         return pdt.is_float_dtype(series)

 

diff --git a/docs/_modules/visions/types/integer.html b/docs/_modules/visions/types/integer.html
index 2a01401b..b7829752 100644
--- a/docs/_modules/visions/types/integer.html
+++ b/docs/_modules/visions/types/integer.html
@@ -190,6 +190,7 @@ 
Source code for visions.types.integer
 from visions.relations import IdentityRelation, InferenceRelation, TypeRelation
 from visions.types.type import VisionsBaseType
 from visions.utils import func_nullable_series_contains
+from visions.utils.series_utils import series_not_sparse
 
 
 def to_int(series: pd.Series, state: dict) -> pd.Series:
@@ -234,6 +235,7 @@ 
Source code for visions.types.integer
         return _get_relations(cls)
 
     @classmethod
+    @series_not_sparse
     def contains_op(cls, series: pd.Series, state: dict) -> bool:
         return pdt.is_integer_dtype(series)

 

diff --git a/docs/_modules/visions/types/object.html b/docs/_modules/visions/types/object.html
index 91c65da4..5f845b0b 100644
--- a/docs/_modules/visions/types/object.html
+++ b/docs/_modules/visions/types/object.html
@@ -188,6 +188,7 @@ 
Source code for visions.types.object
 
 from visions.relations import IdentityRelation, TypeRelation
 from visions.types.type import VisionsBaseType
+from visions.utils.series_utils import series_not_sparse
 
 
 def _get_relations(cls) -> Sequence[TypeRelation]:
@@ -214,6 +215,7 @@ 
Source code for visions.types.object
         return _get_relations(cls)
 
     @classmethod
+    @series_not_sparse
     def contains_op(cls, series: pd.Series, state: dict) -> bool:
         is_object = pdt.is_object_dtype(series)
         if is_object:
diff --git a/docs/_modules/visions/types/string.html b/docs/_modules/visions/types/string.html
index 8a63e98f..50573102 100644
--- a/docs/_modules/visions/types/string.html
+++ b/docs/_modules/visions/types/string.html
@@ -189,6 +189,7 @@ 
Source code for visions.types.string
 from visions.relations import IdentityRelation, TypeRelation
 from visions.types.type import VisionsBaseType
 from visions.utils import func_nullable_series_contains
+from visions.utils.series_utils import series_not_sparse
 
 
 @func_nullable_series_contains
@@ -220,6 +221,7 @@ 
Source code for visions.types.string
         return _get_relations(cls)
 
     @classmethod
+    @series_not_sparse
     def contains_op(cls, series: pd.Series, state: dict) -> bool:
         # TODO: without the object check this passes string categories... is there a better way?
         if pdt.is_categorical_dtype(series):
diff --git a/docs/_modules/visions/types/time_delta.html b/docs/_modules/visions/types/time_delta.html
index e816c1f5..aef1fb19 100644
--- a/docs/_modules/visions/types/time_delta.html
+++ b/docs/_modules/visions/types/time_delta.html
@@ -188,6 +188,7 @@ 
Source code for visions.types.time_delta
 
 from visions.relations import IdentityRelation, TypeRelation
 from visions.types.type import VisionsBaseType
+from visions.utils.series_utils import series_not_sparse
 
 
 def _get_relations(cls) -> Sequence[TypeRelation]:
@@ -211,6 +212,7 @@ 
Source code for visions.types.time_delta
         return _get_relations(cls)
 
     @classmethod
+    @series_not_sparse
     def contains_op(cls, series: pd.Series, state: dict) -> bool:
         return pdt.is_timedelta64_dtype(series)

 


From 0633b15e6ccd65b9b2d32ca7256b4f5c65d5b6c6 Mon Sep 17 00:00:00 2001
From: Simon Brugman 
Date: Wed, 23 Sep 2020 00:44:12 +0200
Subject: [PATCH 7/8] series_not_empty decorator (#117)

series_not_empty decorator
---
 src/visions/test/series_sparse.py  |  2 +-
 src/visions/types/boolean.py       |  3 ++-
 src/visions/types/categorical.py   |  3 ++-
 src/visions/types/complex.py       |  3 ++-
 src/visions/types/count.py         |  3 ++-
 src/visions/types/date.py          |  4 +++-
 src/visions/types/date_time.py     |  3 ++-
 src/visions/types/email_address.py |  7 ++++++-
 src/visions/types/file.py          |  3 ++-
 src/visions/types/float.py         |  3 ++-
 src/visions/types/geometry.py      |  3 ++-
 src/visions/types/image.py         |  3 ++-
 src/visions/types/integer.py       |  3 ++-
 src/visions/types/ip_address.py    |  3 ++-
 src/visions/types/numeric.py       |  3 ++-
 src/visions/types/object.py        |  3 ++-
 src/visions/types/ordinal.py       |  2 ++
 src/visions/types/path.py          |  3 ++-
 src/visions/types/string.py        |  3 ++-
 src/visions/types/time.py          |  2 ++
 src/visions/types/time_delta.py    |  3 ++-
 src/visions/types/type.py          |  7 -------
 src/visions/types/url.py           |  2 ++
 src/visions/types/uuid.py          |  7 ++++++-
 src/visions/utils/series_utils.py  | 10 ++++++++++
 25 files changed, 64 insertions(+), 27 deletions(-)

diff --git a/src/visions/test/series_sparse.py b/src/visions/test/series_sparse.py
index 4789c42d..f1d0bca7 100644
--- a/src/visions/test/series_sparse.py
+++ b/src/visions/test/series_sparse.py
@@ -26,7 +26,7 @@ def get_sparse_series():
             dtype=pd.SparseDtype(np.bool, False),
         ),
         pd.Series(
-            pd.SparseArray([None, None, "gold", "black", "silver"]),
+            pd.arrays.SparseArray([None, None, "gold", "black", "silver"]),
             name="str_obj_sparse",
         ),
         # Pending https://github.com/pandas-dev/pandas/issues/35762
diff --git a/src/visions/types/boolean.py b/src/visions/types/boolean.py
index 07c99a40..0412d985 100644
--- a/src/visions/types/boolean.py
+++ b/src/visions/types/boolean.py
@@ -9,7 +9,7 @@
 from visions.types.type import VisionsBaseType
 from visions.utils import func_nullable_series_contains
 from visions.utils.coercion.test_utils import coercion_map, coercion_map_test
-from visions.utils.series_utils import series_not_sparse
+from visions.utils.series_utils import series_not_empty, series_not_sparse
 
 hasnan_bool_name = "boolean" if int(pd.__version__.split(".")[0]) >= 1 else "Bool"
 
@@ -83,6 +83,7 @@ def get_relations(cls) -> Sequence[TypeRelation]:
 
     @classmethod
     @series_not_sparse
+    @series_not_empty
     def contains_op(cls, series: pd.Series, state: dict) -> bool:
         if not pdt.is_categorical_dtype(series) and pdt.is_bool_dtype(series):
             return True
diff --git a/src/visions/types/categorical.py b/src/visions/types/categorical.py
index 74316edb..62972950 100644
--- a/src/visions/types/categorical.py
+++ b/src/visions/types/categorical.py
@@ -5,7 +5,7 @@
 
 from visions.relations import IdentityRelation, TypeRelation
 from visions.types.type import VisionsBaseType
-from visions.utils.series_utils import series_not_sparse
+from visions.utils.series_utils import series_not_empty, series_not_sparse
 
 
 def _get_relations(cls) -> Sequence[TypeRelation]:
@@ -30,5 +30,6 @@ def get_relations(cls) -> Sequence[TypeRelation]:
 
     @classmethod
     @series_not_sparse
+    @series_not_empty
     def contains_op(cls, series: pd.Series, state: dict) -> bool:
         return pdt.is_categorical_dtype(series)
diff --git a/src/visions/types/complex.py b/src/visions/types/complex.py
index f88e7f91..dfa3684d 100644
--- a/src/visions/types/complex.py
+++ b/src/visions/types/complex.py
@@ -7,7 +7,7 @@
 from visions.types.float import string_is_float
 from visions.types.type import VisionsBaseType
 from visions.utils.coercion import test_utils
-from visions.utils.series_utils import series_not_sparse
+from visions.utils.series_utils import series_not_empty, series_not_sparse
 
 
 def test_imaginary_in_string(
@@ -60,5 +60,6 @@ def get_relations(cls) -> Sequence[TypeRelation]:
 
     @classmethod
     @series_not_sparse
+    @series_not_empty
     def contains_op(cls, series: pd.Series, state: dict) -> bool:
         return pdt.is_complex_dtype(series)
diff --git a/src/visions/types/count.py b/src/visions/types/count.py
index e616f2f2..c3e73205 100644
--- a/src/visions/types/count.py
+++ b/src/visions/types/count.py
@@ -5,7 +5,7 @@
 
 from visions.relations import IdentityRelation, TypeRelation
 from visions.types.type import VisionsBaseType
-from visions.utils.series_utils import series_not_sparse
+from visions.utils.series_utils import series_not_empty, series_not_sparse
 
 
 def _get_relations(cls) -> Sequence[TypeRelation]:
@@ -30,5 +30,6 @@ def get_relations(cls) -> Sequence[TypeRelation]:
 
     @classmethod
     @series_not_sparse
+    @series_not_empty
     def contains_op(cls, series: pd.Series, state: dict) -> bool:
         return pdt.is_unsigned_integer_dtype(series)
diff --git a/src/visions/types/date.py b/src/visions/types/date.py
index ec35889a..cc4282da 100644
--- a/src/visions/types/date.py
+++ b/src/visions/types/date.py
@@ -5,10 +5,11 @@
 
 from visions.relations import IdentityRelation, InferenceRelation, TypeRelation
 from visions.types.type import VisionsBaseType
+from visions.utils import func_nullable_series_contains
 from visions.utils.series_utils import (
     class_name_attrs,
-    func_nullable_series_contains,
     nullable_series_contains,
+    series_not_empty,
 )
 
 
@@ -53,6 +54,7 @@ def get_relations(cls) -> Sequence[TypeRelation]:
         return _get_relations(cls)
 
     @classmethod
+    @series_not_empty
     @nullable_series_contains
     def contains_op(cls, series: pd.Series, state: dict) -> bool:
         return class_name_attrs(series, date, ["year", "month", "day"])
diff --git a/src/visions/types/date_time.py b/src/visions/types/date_time.py
index 840a2bbf..fcf06ffb 100644
--- a/src/visions/types/date_time.py
+++ b/src/visions/types/date_time.py
@@ -7,7 +7,7 @@
 from visions.relations import IdentityRelation, InferenceRelation, TypeRelation
 from visions.types.type import VisionsBaseType
 from visions.utils.coercion import test_utils
-from visions.utils.series_utils import series_not_sparse
+from visions.utils.series_utils import series_not_empty, series_not_sparse
 
 
 def string_is_datetime(series: pd.Series, state: dict) -> bool:
@@ -51,5 +51,6 @@ def get_relations(cls) -> Sequence[TypeRelation]:
 
     @classmethod
     @series_not_sparse
+    @series_not_empty
     def contains_op(cls, series: pd.Series, state: dict) -> bool:
         return pdt.is_datetime64_any_dtype(series)
diff --git a/src/visions/types/email_address.py b/src/visions/types/email_address.py
index 19a86911..159fd536 100644
--- a/src/visions/types/email_address.py
+++ b/src/visions/types/email_address.py
@@ -6,7 +6,11 @@
 from visions.relations import IdentityRelation, InferenceRelation, TypeRelation
 from visions.types.type import VisionsBaseType
 from visions.utils.coercion import test_utils
-from visions.utils.series_utils import isinstance_attrs, nullable_series_contains
+from visions.utils.series_utils import (
+    isinstance_attrs,
+    nullable_series_contains,
+    series_not_empty,
+)
 
 
 def string_is_email(series, state: dict):
@@ -73,6 +77,7 @@ def get_relations(cls) -> Sequence[TypeRelation]:
         return _get_relations(cls)
 
     @classmethod
+    @series_not_empty
     @nullable_series_contains
     def contains_op(cls, series: pd.Series, state: dict) -> bool:
         return isinstance_attrs(series, FQDA, ["local", "fqdn"])
diff --git a/src/visions/types/file.py b/src/visions/types/file.py
index 01c643f3..18542608 100644
--- a/src/visions/types/file.py
+++ b/src/visions/types/file.py
@@ -5,7 +5,7 @@
 
 from visions.relations import IdentityRelation, TypeRelation
 from visions.types.type import VisionsBaseType
-from visions.utils.series_utils import nullable_series_contains
+from visions.utils.series_utils import nullable_series_contains, series_not_empty
 
 
 def _get_relations(cls) -> Sequence[TypeRelation]:
@@ -30,6 +30,7 @@ def get_relations(cls) -> Sequence[TypeRelation]:
         return _get_relations(cls)
 
     @classmethod
+    @series_not_empty
     @nullable_series_contains
     def contains_op(cls, series: pd.Series, state: dict) -> bool:
         return all(isinstance(p, pathlib.Path) and p.exists() for p in series)
diff --git a/src/visions/types/float.py b/src/visions/types/float.py
index 8b55aea6..a21cb2d6 100644
--- a/src/visions/types/float.py
+++ b/src/visions/types/float.py
@@ -7,7 +7,7 @@
 from visions.relations import IdentityRelation, InferenceRelation, TypeRelation
 from visions.types.type import VisionsBaseType
 from visions.utils.coercion import test_utils
-from visions.utils.series_utils import func_nullable_series_contains, series_not_sparse
+from visions.utils.series_utils import series_not_empty, series_not_sparse
 from visions.utils.warning_handling import suppress_warnings
 
 
@@ -89,6 +89,7 @@ def get_relations(cls) -> Sequence[TypeRelation]:
         return _get_relations(cls)
 
     @classmethod
+    @series_not_empty
     @series_not_sparse
     def contains_op(cls, series: pd.Series, state: dict) -> bool:
         return pdt.is_float_dtype(series)
diff --git a/src/visions/types/geometry.py b/src/visions/types/geometry.py
index eb099e7c..670345be 100644
--- a/src/visions/types/geometry.py
+++ b/src/visions/types/geometry.py
@@ -6,7 +6,7 @@
 
 from visions.relations import IdentityRelation, InferenceRelation, TypeRelation
 from visions.types.type import VisionsBaseType
-from visions.utils.series_utils import nullable_series_contains
+from visions.utils.series_utils import nullable_series_contains, series_not_empty
 
 
 def string_is_geometry(series: pd.Series, state: dict) -> bool:
@@ -60,6 +60,7 @@ def get_relations(cls) -> Sequence[TypeRelation]:
         return _get_relations(cls)
 
     @classmethod
+    @series_not_empty
     @nullable_series_contains
     def contains_op(cls, series: pd.Series, state: dict) -> bool:
         from shapely.geometry.base import BaseGeometry
diff --git a/src/visions/types/image.py b/src/visions/types/image.py
index 1f1252de..6b79eff8 100644
--- a/src/visions/types/image.py
+++ b/src/visions/types/image.py
@@ -6,7 +6,7 @@
 
 from visions.relations import IdentityRelation, TypeRelation
 from visions.types.type import VisionsBaseType
-from visions.utils.series_utils import nullable_series_contains
+from visions.utils.series_utils import nullable_series_contains, series_not_empty
 
 
 def _get_relations(cls) -> Sequence[TypeRelation]:
@@ -31,6 +31,7 @@ def get_relations(cls) -> Sequence[TypeRelation]:
         return _get_relations(cls)
 
     @classmethod
+    @series_not_empty
     @nullable_series_contains
     def contains_op(cls, series: pd.Series, state: dict) -> bool:
         return all(
diff --git a/src/visions/types/integer.py b/src/visions/types/integer.py
index 56c0e9da..9f1a1389 100644
--- a/src/visions/types/integer.py
+++ b/src/visions/types/integer.py
@@ -7,7 +7,7 @@
 from visions.relations import IdentityRelation, InferenceRelation, TypeRelation
 from visions.types.type import VisionsBaseType
 from visions.utils import func_nullable_series_contains
-from visions.utils.series_utils import series_not_sparse
+from visions.utils.series_utils import series_not_empty, series_not_sparse
 
 
 def to_int(series: pd.Series, state: dict) -> pd.Series:
@@ -53,5 +53,6 @@ def get_relations(cls) -> Sequence[TypeRelation]:
 
     @classmethod
     @series_not_sparse
+    @series_not_empty
     def contains_op(cls, series: pd.Series, state: dict) -> bool:
         return pdt.is_integer_dtype(series)
diff --git a/src/visions/types/ip_address.py b/src/visions/types/ip_address.py
index 8a6ad57c..3d5a3105 100644
--- a/src/visions/types/ip_address.py
+++ b/src/visions/types/ip_address.py
@@ -6,7 +6,7 @@
 from visions.relations import IdentityRelation, InferenceRelation, TypeRelation
 from visions.types.type import VisionsBaseType
 from visions.utils.coercion import test_utils
-from visions.utils.series_utils import nullable_series_contains
+from visions.utils.series_utils import nullable_series_contains, series_not_empty
 
 
 def string_is_ip(series, state: dict):
@@ -42,6 +42,7 @@ def get_relations(cls) -> Sequence[TypeRelation]:
         return _get_relations(cls)
 
     @classmethod
+    @series_not_empty
     @nullable_series_contains
     def contains_op(cls, series: pd.Series, state: dict) -> bool:
         return all(isinstance(x, _BaseAddress) for x in series)
diff --git a/src/visions/types/numeric.py b/src/visions/types/numeric.py
index 310a569b..2d636620 100644
--- a/src/visions/types/numeric.py
+++ b/src/visions/types/numeric.py
@@ -5,7 +5,7 @@
 
 from visions.relations import IdentityRelation, TypeRelation
 from visions.types.type import VisionsBaseType
-from visions.utils.series_utils import series_not_sparse
+from visions.utils.series_utils import series_not_empty, series_not_sparse
 
 
 def _get_relations(cls) -> Sequence[TypeRelation]:
@@ -30,5 +30,6 @@ def get_relations(cls) -> Sequence[TypeRelation]:
 
     @classmethod
     @series_not_sparse
+    @series_not_empty
     def contains_op(cls, series: pd.Series, state: dict) -> bool:
         return pdt.is_numeric_dtype(series)
diff --git a/src/visions/types/object.py b/src/visions/types/object.py
index 980af4e9..98f7c5be 100644
--- a/src/visions/types/object.py
+++ b/src/visions/types/object.py
@@ -5,7 +5,7 @@
 
 from visions.relations import IdentityRelation, TypeRelation
 from visions.types.type import VisionsBaseType
-from visions.utils.series_utils import series_not_sparse
+from visions.utils.series_utils import series_not_empty, series_not_sparse
 
 
 def _get_relations(cls) -> Sequence[TypeRelation]:
@@ -33,6 +33,7 @@ def get_relations(cls) -> Sequence[TypeRelation]:
 
     @classmethod
     @series_not_sparse
+    @series_not_empty
     def contains_op(cls, series: pd.Series, state: dict) -> bool:
         is_object = pdt.is_object_dtype(series)
         if is_object:
diff --git a/src/visions/types/ordinal.py b/src/visions/types/ordinal.py
index c880ab40..e9b50bb3 100644
--- a/src/visions/types/ordinal.py
+++ b/src/visions/types/ordinal.py
@@ -5,6 +5,7 @@
 
 from visions.relations import IdentityRelation, TypeRelation
 from visions.types.type import VisionsBaseType
+from visions.utils.series_utils import series_not_empty
 
 
 def to_ordinal(series: pd.Series) -> pd.Categorical:
@@ -34,5 +35,6 @@ def get_relations(cls) -> Sequence[TypeRelation]:
         return _get_relations(cls)
 
     @classmethod
+    @series_not_empty
     def contains_op(cls, series: pd.Series, state: dict) -> bool:
         return pdt.is_categorical_dtype(series) and series.cat.ordered
diff --git a/src/visions/types/path.py b/src/visions/types/path.py
index a194429d..79912e28 100644
--- a/src/visions/types/path.py
+++ b/src/visions/types/path.py
@@ -5,7 +5,7 @@
 
 from visions.relations import IdentityRelation, InferenceRelation, TypeRelation
 from visions.types.type import VisionsBaseType
-from visions.utils.series_utils import nullable_series_contains
+from visions.utils.series_utils import nullable_series_contains, series_not_empty
 
 
 def string_is_path(series, state: dict) -> bool:
@@ -51,6 +51,7 @@ def get_relations(cls) -> Sequence[TypeRelation]:
         return _get_relations(cls)
 
     @classmethod
+    @series_not_empty
     @nullable_series_contains
     def contains_op(cls, series: pd.Series, state: dict) -> bool:
         return all(isinstance(x, pathlib.PurePath) and x.is_absolute() for x in series)
diff --git a/src/visions/types/string.py b/src/visions/types/string.py
index f22acbfc..c4f07567 100644
--- a/src/visions/types/string.py
+++ b/src/visions/types/string.py
@@ -6,7 +6,7 @@
 from visions.relations import IdentityRelation, TypeRelation
 from visions.types.type import VisionsBaseType
 from visions.utils import func_nullable_series_contains
-from visions.utils.series_utils import series_not_sparse
+from visions.utils.series_utils import series_not_empty, series_not_sparse
 
 
 @func_nullable_series_contains
@@ -39,6 +39,7 @@ def get_relations(cls) -> Sequence[TypeRelation]:
 
     @classmethod
     @series_not_sparse
+    @series_not_empty
     def contains_op(cls, series: pd.Series, state: dict) -> bool:
         # TODO: without the object check this passes string categories... is there a better way?
         if pdt.is_categorical_dtype(series):
diff --git a/src/visions/types/time.py b/src/visions/types/time.py
index c5ab3126..aca8cdf9 100644
--- a/src/visions/types/time.py
+++ b/src/visions/types/time.py
@@ -9,6 +9,7 @@
     class_name_attrs,
     func_nullable_series_contains,
     nullable_series_contains,
+    series_not_empty,
 )
 
 
@@ -44,6 +45,7 @@ def get_relations(cls) -> Sequence[TypeRelation]:
         return _get_relations(cls)
 
     @classmethod
+    @series_not_empty
     @nullable_series_contains
     def contains_op(cls, series: pd.Series, state: dict) -> bool:
         return class_name_attrs(series, time, ["microsecond", "hour"])
diff --git a/src/visions/types/time_delta.py b/src/visions/types/time_delta.py
index 16bfc645..f91586d5 100644
--- a/src/visions/types/time_delta.py
+++ b/src/visions/types/time_delta.py
@@ -5,7 +5,7 @@
 
 from visions.relations import IdentityRelation, TypeRelation
 from visions.types.type import VisionsBaseType
-from visions.utils.series_utils import series_not_sparse
+from visions.utils.series_utils import series_not_empty, series_not_sparse
 
 
 def _get_relations(cls) -> Sequence[TypeRelation]:
@@ -30,5 +30,6 @@ def get_relations(cls) -> Sequence[TypeRelation]:
 
     @classmethod
     @series_not_sparse
+    @series_not_empty
     def contains_op(cls, series: pd.Series, state: dict) -> bool:
         return pdt.is_timedelta64_dtype(series)
diff --git a/src/visions/types/type.py b/src/visions/types/type.py
index aacdd0df..fa3f74dc 100644
--- a/src/visions/types/type.py
+++ b/src/visions/types/type.py
@@ -9,13 +9,6 @@
 
 class VisionsBaseTypeMeta(ABCMeta):
     def __contains__(cls, series: pd.Series, state: dict = {}) -> bool:
-        # Possible alternative:
-        # return cls in cls.typeset.detect_type_path(series)
-
-        if series.empty:
-            from visions.types import Generic
-
-            return issubclass(cls, Generic)
         return cls.contains_op(series, state)  # type: ignore
 
     @property
diff --git a/src/visions/types/url.py b/src/visions/types/url.py
index faecdddb..3c41ddc9 100644
--- a/src/visions/types/url.py
+++ b/src/visions/types/url.py
@@ -9,6 +9,7 @@
     func_nullable_series_contains,
     isinstance_attrs,
     nullable_series_contains,
+    series_not_empty,
 )
 
 
@@ -51,6 +52,7 @@ def get_relations(cls) -> Sequence[TypeRelation]:
         return _get_relations(cls)
 
     @classmethod
+    @series_not_empty
     @nullable_series_contains
     def contains_op(cls, series: pd.Series, state: dict) -> bool:
         return isinstance_attrs(series, ParseResult, ["netloc", "scheme"])
diff --git a/src/visions/types/uuid.py b/src/visions/types/uuid.py
index 86a1392b..71569f98 100644
--- a/src/visions/types/uuid.py
+++ b/src/visions/types/uuid.py
@@ -6,7 +6,11 @@
 from visions.relations import IdentityRelation, InferenceRelation, TypeRelation
 from visions.types.type import VisionsBaseType
 from visions.utils.coercion.test_utils import coercion_true_test
-from visions.utils.series_utils import isinstance_attrs, nullable_series_contains
+from visions.utils.series_utils import (
+    isinstance_attrs,
+    nullable_series_contains,
+    series_not_empty,
+)
 
 
 def string_is_uuid(series, state: dict) -> bool:
@@ -56,6 +60,7 @@ def get_relations(cls) -> Sequence[TypeRelation]:
         return _get_relations(cls)
 
     @classmethod
+    @series_not_empty
     @nullable_series_contains
     def contains_op(cls, series: pd.Series, state: dict) -> bool:
         return isinstance_attrs(series, uuid.UUID, ["time_low", "hex"])
diff --git a/src/visions/utils/series_utils.py b/src/visions/utils/series_utils.py
index 52e95d84..9d223a47 100644
--- a/src/visions/utils/series_utils.py
+++ b/src/visions/utils/series_utils.py
@@ -54,6 +54,16 @@ def inner(cls, series: pd.Series, *args, **kwargs) -> bool:
     return inner
 
 
+def series_not_empty(fn: Callable) -> Callable:
+    @functools.wraps(fn)
+    def inner(cls, series: pd.Series, *args, **kwargs) -> bool:
+        if series.empty:
+            return False
+        return fn(cls, series, *args, **kwargs)
+
+    return inner
+
+
 def _contains_instance_attrs(
     series, is_method, class_name, attrs: list, sample_size=1
 ) -> bool:

From 6239770ee24f3e86afb18ae0ef4fed80f73fe19d Mon Sep 17 00:00:00 2001
From: GitHub Action 
Date: Tue, 22 Sep 2020 22:45:43 +0000
Subject: [PATCH 8/8] [skip ci] Updating documentation

---
 docs/_modules/visions/types/boolean.html     | 3 ++-
 docs/_modules/visions/types/categorical.html | 3 ++-
 docs/_modules/visions/types/complex.html     | 3 ++-
 docs/_modules/visions/types/count.html       | 3 ++-
 docs/_modules/visions/types/date.html        | 4 +++-
 docs/_modules/visions/types/date_time.html   | 3 ++-
 docs/_modules/visions/types/file.html        | 3 ++-
 docs/_modules/visions/types/float.html       | 3 ++-
 docs/_modules/visions/types/geometry.html    | 3 ++-
 docs/_modules/visions/types/image.html       | 3 ++-
 docs/_modules/visions/types/integer.html     | 3 ++-
 docs/_modules/visions/types/ip_address.html  | 3 ++-
 docs/_modules/visions/types/object.html      | 3 ++-
 docs/_modules/visions/types/ordinal.html     | 2 ++
 docs/_modules/visions/types/path.html        | 3 ++-
 docs/_modules/visions/types/string.html      | 3 ++-
 docs/_modules/visions/types/time.html        | 2 ++
 docs/_modules/visions/types/time_delta.html  | 3 ++-
 docs/_modules/visions/types/type.html        | 7 -------
 docs/_modules/visions/types/url.html         | 2 ++
 docs/_modules/visions/types/uuid.html        | 7 ++++++-
 21 files changed, 45 insertions(+), 24 deletions(-)

diff --git a/docs/_modules/visions/types/boolean.html b/docs/_modules/visions/types/boolean.html
index fed1406a..e496321c 100644
--- a/docs/_modules/visions/types/boolean.html
+++ b/docs/_modules/visions/types/boolean.html
@@ -192,7 +192,7 @@ 
Source code for visions.types.boolean
 from visions.types.type import VisionsBaseType
 from visions.utils import func_nullable_series_contains
 from visions.utils.coercion.test_utils import coercion_map, coercion_map_test
-from visions.utils.series_utils import series_not_sparse
+from visions.utils.series_utils import series_not_empty, series_not_sparse
 
 hasnan_bool_name = "boolean" if int(pd.__version__.split(".")[0]) >= 1 else "Bool"
 
@@ -266,6 +266,7 @@ 
Source code for visions.types.boolean
 
     @classmethod
     @series_not_sparse
+    @series_not_empty
     def contains_op(cls, series: pd.Series, state: dict) -> bool:
         if not pdt.is_categorical_dtype(series) and pdt.is_bool_dtype(series):
             return True
diff --git a/docs/_modules/visions/types/categorical.html b/docs/_modules/visions/types/categorical.html
index 33f89845..90ac2f36 100644
--- a/docs/_modules/visions/types/categorical.html
+++ b/docs/_modules/visions/types/categorical.html
@@ -188,7 +188,7 @@ 
Source code for visions.types.categorical
 
 from visions.relations import IdentityRelation, TypeRelation
 from visions.types.type import VisionsBaseType
-from visions.utils.series_utils import series_not_sparse
+from visions.utils.series_utils import series_not_empty, series_not_sparse
 
 
 def _get_relations(cls) -> Sequence[TypeRelation]:
@@ -213,6 +213,7 @@ 
Source code for visions.types.categorical
 
     @classmethod
     @series_not_sparse
+    @series_not_empty
     def contains_op(cls, series: pd.Series, state: dict) -> bool:
         return pdt.is_categorical_dtype(series)

 

diff --git a/docs/_modules/visions/types/complex.html b/docs/_modules/visions/types/complex.html
index fae08429..fc73fc6e 100644
--- a/docs/_modules/visions/types/complex.html
+++ b/docs/_modules/visions/types/complex.html
@@ -190,7 +190,7 @@ 
Source code for visions.types.complex
 from visions.types.float import string_is_float
 from visions.types.type import VisionsBaseType
 from visions.utils.coercion import test_utils
-from visions.utils.series_utils import series_not_sparse
+from visions.utils.series_utils import series_not_empty, series_not_sparse
 
 
 def test_imaginary_in_string(
@@ -243,6 +243,7 @@ 
Source code for visions.types.complex
 
     @classmethod
     @series_not_sparse
+    @series_not_empty
     def contains_op(cls, series: pd.Series, state: dict) -> bool:
         return pdt.is_complex_dtype(series)

 

diff --git a/docs/_modules/visions/types/count.html b/docs/_modules/visions/types/count.html
index 8d7a9b46..3edc4b1a 100644
--- a/docs/_modules/visions/types/count.html
+++ b/docs/_modules/visions/types/count.html
@@ -188,7 +188,7 @@ 
Source code for visions.types.count
 
 from visions.relations import IdentityRelation, TypeRelation
 from visions.types.type import VisionsBaseType
-from visions.utils.series_utils import series_not_sparse
+from visions.utils.series_utils import series_not_empty, series_not_sparse
 
 
 def _get_relations(cls) -> Sequence[TypeRelation]:
@@ -213,6 +213,7 @@ 
Source code for visions.types.count
 
     @classmethod
     @series_not_sparse
+    @series_not_empty
     def contains_op(cls, series: pd.Series, state: dict) -> bool:
         return pdt.is_unsigned_integer_dtype(series)

 

diff --git a/docs/_modules/visions/types/date.html b/docs/_modules/visions/types/date.html
index 5b0386f5..3f5eadac 100644
--- a/docs/_modules/visions/types/date.html
+++ b/docs/_modules/visions/types/date.html
@@ -188,10 +188,11 @@ 
Source code for visions.types.date
 
 from visions.relations import IdentityRelation, InferenceRelation, TypeRelation
 from visions.types.type import VisionsBaseType
+from visions.utils import func_nullable_series_contains
 from visions.utils.series_utils import (
     class_name_attrs,
-    func_nullable_series_contains,
     nullable_series_contains,
+    series_not_empty,
 )
 
 
@@ -236,6 +237,7 @@ 
Source code for visions.types.date
         return _get_relations(cls)
 
     @classmethod
+    @series_not_empty
     @nullable_series_contains
     def contains_op(cls, series: pd.Series, state: dict) -> bool:
         return class_name_attrs(series, date, ["year", "month", "day"])

diff --git a/docs/_modules/visions/types/date_time.html b/docs/_modules/visions/types/date_time.html
index 682cbe9c..df7756f7 100644
--- a/docs/_modules/visions/types/date_time.html
+++ b/docs/_modules/visions/types/date_time.html
@@ -190,7 +190,7 @@ 
Source code for visions.types.date_time
 from visions.relations import IdentityRelation, InferenceRelation, TypeRelation
 from visions.types.type import VisionsBaseType
 from visions.utils.coercion import test_utils
-from visions.utils.series_utils import series_not_sparse
+from visions.utils.series_utils import series_not_empty, series_not_sparse
 
 
 def string_is_datetime(series: pd.Series, state: dict) -> bool:
@@ -234,6 +234,7 @@ 
Source code for visions.types.date_time
 
     @classmethod
     @series_not_sparse
+    @series_not_empty
     def contains_op(cls, series: pd.Series, state: dict) -> bool:
         return pdt.is_datetime64_any_dtype(series)

 

diff --git a/docs/_modules/visions/types/file.html b/docs/_modules/visions/types/file.html
index 64dcb6bd..1e2d8d98 100644
--- a/docs/_modules/visions/types/file.html
+++ b/docs/_modules/visions/types/file.html
@@ -188,7 +188,7 @@ 
Source code for visions.types.file
 
 from visions.relations import IdentityRelation, TypeRelation
 from visions.types.type import VisionsBaseType
-from visions.utils.series_utils import nullable_series_contains
+from visions.utils.series_utils import nullable_series_contains, series_not_empty
 
 
 def _get_relations(cls) -> Sequence[TypeRelation]:
@@ -213,6 +213,7 @@ 
Source code for visions.types.file
         return _get_relations(cls)
 
     @classmethod
+    @series_not_empty
     @nullable_series_contains
     def contains_op(cls, series: pd.Series, state: dict) -> bool:
         return all(isinstance(p, pathlib.Path) and p.exists() for p in series)

diff --git a/docs/_modules/visions/types/float.html b/docs/_modules/visions/types/float.html
index 20159ca8..28469663 100644
--- a/docs/_modules/visions/types/float.html
+++ b/docs/_modules/visions/types/float.html
@@ -190,7 +190,7 @@ 
Source code for visions.types.float
 from visions.relations import IdentityRelation, InferenceRelation, TypeRelation
 from visions.types.type import VisionsBaseType
 from visions.utils.coercion import test_utils
-from visions.utils.series_utils import func_nullable_series_contains, series_not_sparse
+from visions.utils.series_utils import series_not_empty, series_not_sparse
 from visions.utils.warning_handling import suppress_warnings
 
 
@@ -272,6 +272,7 @@ 
Source code for visions.types.float
         return _get_relations(cls)
 
     @classmethod
+    @series_not_empty
     @series_not_sparse
     def contains_op(cls, series: pd.Series, state: dict) -> bool:
         return pdt.is_float_dtype(series)

diff --git a/docs/_modules/visions/types/geometry.html b/docs/_modules/visions/types/geometry.html
index b49ded14..369fa2f8 100644
--- a/docs/_modules/visions/types/geometry.html
+++ b/docs/_modules/visions/types/geometry.html
@@ -189,7 +189,7 @@ 
Source code for visions.types.geometry
 
 from visions.relations import IdentityRelation, InferenceRelation, TypeRelation
 from visions.types.type import VisionsBaseType
-from visions.utils.series_utils import nullable_series_contains
+from visions.utils.series_utils import nullable_series_contains, series_not_empty
 
 
 
[docs]def string_is_geometry(series: pd.Series, state: dict) -> bool:
@@ -243,6 +243,7 @@ 
Source code for visions.types.geometry
         return _get_relations(cls)
 
     @classmethod
+    @series_not_empty
     @nullable_series_contains
     def contains_op(cls, series: pd.Series, state: dict) -> bool:
         from shapely.geometry.base import BaseGeometry
diff --git a/docs/_modules/visions/types/image.html b/docs/_modules/visions/types/image.html
index adbf0d74..7d4ca1a4 100644
--- a/docs/_modules/visions/types/image.html
+++ b/docs/_modules/visions/types/image.html
@@ -189,7 +189,7 @@ 
Source code for visions.types.image
 
 from visions.relations import IdentityRelation, TypeRelation
 from visions.types.type import VisionsBaseType
-from visions.utils.series_utils import nullable_series_contains
+from visions.utils.series_utils import nullable_series_contains, series_not_empty
 
 
 def _get_relations(cls) -> Sequence[TypeRelation]:
@@ -214,6 +214,7 @@ 
Source code for visions.types.image
         return _get_relations(cls)
 
     @classmethod
+    @series_not_empty
     @nullable_series_contains
     def contains_op(cls, series: pd.Series, state: dict) -> bool:
         return all(
diff --git a/docs/_modules/visions/types/integer.html b/docs/_modules/visions/types/integer.html
index b7829752..48a5ca52 100644
--- a/docs/_modules/visions/types/integer.html
+++ b/docs/_modules/visions/types/integer.html
@@ -190,7 +190,7 @@ 
Source code for visions.types.integer
 from visions.relations import IdentityRelation, InferenceRelation, TypeRelation
 from visions.types.type import VisionsBaseType
 from visions.utils import func_nullable_series_contains
-from visions.utils.series_utils import series_not_sparse
+from visions.utils.series_utils import series_not_empty, series_not_sparse
 
 
 def to_int(series: pd.Series, state: dict) -> pd.Series:
@@ -236,6 +236,7 @@ 
Source code for visions.types.integer
 
     @classmethod
     @series_not_sparse
+    @series_not_empty
     def contains_op(cls, series: pd.Series, state: dict) -> bool:
         return pdt.is_integer_dtype(series)

 

diff --git a/docs/_modules/visions/types/ip_address.html b/docs/_modules/visions/types/ip_address.html
index cf0c1301..b62920f1 100644
--- a/docs/_modules/visions/types/ip_address.html
+++ b/docs/_modules/visions/types/ip_address.html
@@ -189,7 +189,7 @@ 
Source code for visions.types.ip_address
 from visions.relations import IdentityRelation, InferenceRelation, TypeRelation
 from visions.types.type import VisionsBaseType
 from visions.utils.coercion import test_utils
-from visions.utils.series_utils import nullable_series_contains
+from visions.utils.series_utils import nullable_series_contains, series_not_empty
 
 
 def string_is_ip(series, state: dict):
@@ -225,6 +225,7 @@ 
Source code for visions.types.ip_address
         return _get_relations(cls)
 
     @classmethod
+    @series_not_empty
     @nullable_series_contains
     def contains_op(cls, series: pd.Series, state: dict) -> bool:
         return all(isinstance(x, _BaseAddress) for x in series)

diff --git a/docs/_modules/visions/types/object.html b/docs/_modules/visions/types/object.html
index 5f845b0b..990ef992 100644
--- a/docs/_modules/visions/types/object.html
+++ b/docs/_modules/visions/types/object.html
@@ -188,7 +188,7 @@ 
Source code for visions.types.object
 
 from visions.relations import IdentityRelation, TypeRelation
 from visions.types.type import VisionsBaseType
-from visions.utils.series_utils import series_not_sparse
+from visions.utils.series_utils import series_not_empty, series_not_sparse
 
 
 def _get_relations(cls) -> Sequence[TypeRelation]:
@@ -216,6 +216,7 @@ 
Source code for visions.types.object
 
     @classmethod
     @series_not_sparse
+    @series_not_empty
     def contains_op(cls, series: pd.Series, state: dict) -> bool:
         is_object = pdt.is_object_dtype(series)
         if is_object:
diff --git a/docs/_modules/visions/types/ordinal.html b/docs/_modules/visions/types/ordinal.html
index 36cac0ae..5e4294af 100644
--- a/docs/_modules/visions/types/ordinal.html
+++ b/docs/_modules/visions/types/ordinal.html
@@ -188,6 +188,7 @@ 
Source code for visions.types.ordinal
 
 from visions.relations import IdentityRelation, TypeRelation
 from visions.types.type import VisionsBaseType
+from visions.utils.series_utils import series_not_empty
 
 
 def to_ordinal(series: pd.Series) -> pd.Categorical:
@@ -217,6 +218,7 @@ 
Source code for visions.types.ordinal
         return _get_relations(cls)
 
     @classmethod
+    @series_not_empty
     def contains_op(cls, series: pd.Series, state: dict) -> bool:
         return pdt.is_categorical_dtype(series) and series.cat.ordered

 

diff --git a/docs/_modules/visions/types/path.html b/docs/_modules/visions/types/path.html
index 21d264d1..46d2820d 100644
--- a/docs/_modules/visions/types/path.html
+++ b/docs/_modules/visions/types/path.html
@@ -188,7 +188,7 @@ 
Source code for visions.types.path
 
 from visions.relations import IdentityRelation, InferenceRelation, TypeRelation
 from visions.types.type import VisionsBaseType
-from visions.utils.series_utils import nullable_series_contains
+from visions.utils.series_utils import nullable_series_contains, series_not_empty
 
 
 def string_is_path(series, state: dict) -> bool:
@@ -234,6 +234,7 @@ 
Source code for visions.types.path
         return _get_relations(cls)
 
     @classmethod
+    @series_not_empty
     @nullable_series_contains
     def contains_op(cls, series: pd.Series, state: dict) -> bool:
         return all(isinstance(x, pathlib.PurePath) and x.is_absolute() for x in series)

diff --git a/docs/_modules/visions/types/string.html b/docs/_modules/visions/types/string.html
index 50573102..a83cd16f 100644
--- a/docs/_modules/visions/types/string.html
+++ b/docs/_modules/visions/types/string.html
@@ -189,7 +189,7 @@ 
Source code for visions.types.string
 from visions.relations import IdentityRelation, TypeRelation
 from visions.types.type import VisionsBaseType
 from visions.utils import func_nullable_series_contains
-from visions.utils.series_utils import series_not_sparse
+from visions.utils.series_utils import series_not_empty, series_not_sparse
 
 
 @func_nullable_series_contains
@@ -222,6 +222,7 @@ 
Source code for visions.types.string
 
     @classmethod
     @series_not_sparse
+    @series_not_empty
     def contains_op(cls, series: pd.Series, state: dict) -> bool:
         # TODO: without the object check this passes string categories... is there a better way?
         if pdt.is_categorical_dtype(series):
diff --git a/docs/_modules/visions/types/time.html b/docs/_modules/visions/types/time.html
index ff559459..fc1d2d19 100644
--- a/docs/_modules/visions/types/time.html
+++ b/docs/_modules/visions/types/time.html
@@ -192,6 +192,7 @@ 
Source code for visions.types.time
     class_name_attrs,
     func_nullable_series_contains,
     nullable_series_contains,
+    series_not_empty,
 )
 
 
@@ -227,6 +228,7 @@ 
Source code for visions.types.time
         return _get_relations(cls)
 
     @classmethod
+    @series_not_empty
     @nullable_series_contains
     def contains_op(cls, series: pd.Series, state: dict) -> bool:
         return class_name_attrs(series, time, ["microsecond", "hour"])

diff --git a/docs/_modules/visions/types/time_delta.html b/docs/_modules/visions/types/time_delta.html
index aef1fb19..367b787d 100644
--- a/docs/_modules/visions/types/time_delta.html
+++ b/docs/_modules/visions/types/time_delta.html
@@ -188,7 +188,7 @@ 
Source code for visions.types.time_delta
 
 from visions.relations import IdentityRelation, TypeRelation
 from visions.types.type import VisionsBaseType
-from visions.utils.series_utils import series_not_sparse
+from visions.utils.series_utils import series_not_empty, series_not_sparse
 
 
 def _get_relations(cls) -> Sequence[TypeRelation]:
@@ -213,6 +213,7 @@ 
Source code for visions.types.time_delta
 
     @classmethod
     @series_not_sparse
+    @series_not_empty
     def contains_op(cls, series: pd.Series, state: dict) -> bool:
         return pdt.is_timedelta64_dtype(series)

 

diff --git a/docs/_modules/visions/types/type.html b/docs/_modules/visions/types/type.html
index 479d9c8f..eb444e74 100644
--- a/docs/_modules/visions/types/type.html
+++ b/docs/_modules/visions/types/type.html
@@ -192,13 +192,6 @@ 
Source code for visions.types.type
 
 class VisionsBaseTypeMeta(ABCMeta):
     def __contains__(cls, series: pd.Series, state: dict = {}) -> bool:
-        # Possible alternative:
-        # return cls in cls.typeset.detect_type_path(series)
-
-        if series.empty:
-            from visions.types import Generic
-
-            return issubclass(cls, Generic)
         return cls.contains_op(series, state)  # type: ignore
 
     @property
diff --git a/docs/_modules/visions/types/url.html b/docs/_modules/visions/types/url.html
index 56f386b1..b75d6952 100644
--- a/docs/_modules/visions/types/url.html
+++ b/docs/_modules/visions/types/url.html
@@ -192,6 +192,7 @@ 
Source code for visions.types.url
     func_nullable_series_contains,
     isinstance_attrs,
     nullable_series_contains,
+    series_not_empty,
 )
 
 
@@ -234,6 +235,7 @@ 
Source code for visions.types.url
         return _get_relations(cls)
 
     @classmethod
+    @series_not_empty
     @nullable_series_contains
     def contains_op(cls, series: pd.Series, state: dict) -> bool:
         return isinstance_attrs(series, ParseResult, ["netloc", "scheme"])

diff --git a/docs/_modules/visions/types/uuid.html b/docs/_modules/visions/types/uuid.html
index 5b7c56a5..c3e26207 100644
--- a/docs/_modules/visions/types/uuid.html
+++ b/docs/_modules/visions/types/uuid.html
@@ -189,7 +189,11 @@ 
Source code for visions.types.uuid
 from visions.relations import IdentityRelation, InferenceRelation, TypeRelation
 from visions.types.type import VisionsBaseType
 from visions.utils.coercion.test_utils import coercion_true_test
-from visions.utils.series_utils import isinstance_attrs, nullable_series_contains
+from visions.utils.series_utils import (
+    isinstance_attrs,
+    nullable_series_contains,
+    series_not_empty,
+)
 
 
 def string_is_uuid(series, state: dict) -> bool:
@@ -239,6 +243,7 @@ 
Source code for visions.types.uuid
         return _get_relations(cls)
 
     @classmethod
+    @series_not_empty
     @nullable_series_contains
     def contains_op(cls, series: pd.Series, state: dict) -> bool:
         return isinstance_attrs(series, uuid.UUID, ["time_low", "hex"])