prompt: We are currently solving the following issue within our repository. Here is the issue text:
  --- BEGIN ISSUE ---
  Show enumerated value-types in enum-printer
  Repro:
  
  ```
  >>> A=tiledb.open('/var/p/obs')
  
  >>> A.enum('louvain')
  Enumeration(name='louvain', cell_val_num=4294967295, ordered=False, values=['CD4 T cells', 'CD14+ Monocytes', 'B cells', 'CD8 T cells', 'NK cells', 'FCGR3A+ Monocytes', 'Dendritic cells', 'Megakaryocytes'])
  
  >>> A.enum('louvain').dtype
  dtype('<U1')
  
  >>> A.enum('louvain').dtype.name
  'str32'
  ```
  
  Request: `A.enum('louvain')` should reveal the value dtype.
  
  ---
  sc-43628
  
  --- END ISSUE ---
  
  Below are some code segments, each from a relevant file. One or more of these files may contain bugs.
  --- BEGIN FILES ---
  Path: `tiledb/enumeration.py`
  Content:
  ```
  1 from __future__ import annotations
  2 
  3 import io
  4 from typing import Any, Optional, Sequence
  5 
  6 import numpy as np
  7 from numpy.typing import NDArray
  8 
  9 import tiledb.cc as lt
  10 
  11 from .ctx import Ctx, CtxMixin
  12 from .datatypes import DataType
  13 
  14 
  15 class Enumeration(CtxMixin, lt.Enumeration):
  16     """
  17     Represents a TileDB Enumeration.
  18     """
  19 
  20     def __init__(
  21         self,
  22         name: str,
  23         ordered: bool,
  24         values: Optional[Sequence[Any]] = None,
  25         dtype: Optional[np.dtype] = None,
  26         ctx: Optional[Ctx] = None,
  27     ):
  28         """Class representing the TileDB Enumeration.
  29 
  30         :param name: The name of the to-be created Enumeration
  31         :type name: str
  32         :param ordered: Whether or not to consider this enumeration ordered
  33         :type ordered: bool
  34         :param values: A Numpy array of values for this enumeration
  35         :type values: np.array
  36         :param ctx: A TileDB context
  37         :type ctx: tiledb.Ctx
  38         """
  39         if values is None or len(values) == 0:
  40             if dtype is None:
  41                 raise ValueError("dtype must be provied for empty enumeration")
  42             super().__init__(ctx, name, np.dtype(dtype), ordered)
  43 
  44         values = np.array(values)
  45         if np.dtype(values.dtype).kind in "US":
  46             dtype = (
  47                 lt.DataType.STRING_UTF8
  48                 if values.dtype.kind == "U"
  49                 else lt.DataType.STRING_ASCII
  50             )
  51             super().__init__(ctx, name, values, ordered, dtype)
  52         else:
  53             super().__init__(ctx, name, ordered, values, np.array([]))
  54 
  55     @property
  56     def name(self) -> str:
  57         """The enumeration label string.
  58 
  59         :rtype: str
  60         """
  61         return super().name
  62 
  63     @property
  64     def dtype(self) -> np.dtype:
  65         """Numpy dtype representation of the enumeration type.
  66 
  67         :rtype: numpy.dtype
  68         """
  69         return DataType.from_tiledb(super().type).np_dtype
  70 
  71     @property
  72     def cell_val_num(self) -> int:
  73         """The enumeration's cell value number.
  74 
  75         :rtype: int
  76         """
  77         return super().cell_val_num
  78 
  79     @property
  80     def ordered(self) -> bool:
  81         """True if the enumeration is ordered.
  82 
  83         :rtype: bool
  84         """
  85         return super().ordered
  86 
  87     def values(self) -> NDArray:
  88         """The values of the enumeration.
  89 
  90         :rtype: NDArray
  91         """
  92         if self.dtype.kind == "U":
  93             return np.array(super().str_values(), dtype=np.str_)
  94         elif self.dtype.kind == "S":
  95             return np.array(super().str_values(), dtype=np.bytes_)
  96         else:
  97             return np.array(super().values(), dtype=self.dtype)
  98 
  99     def extend(self, values: Sequence[Any]) -> Enumeration:
  100         """Add additional values to the enumeration.
  101 
  102         :rtype: Enumeration
  103         """
  104         values = np.array(values)
  105         if self.dtype.kind in "US" and values.dtype.kind not in "US":
  106             raise lt.TileDBError("Passed in enumeration must be string type")
  107 
  108         if np.issubdtype(self.dtype, np.integer) and not np.issubdtype(
  109             values.dtype, np.integer
  110         ):
  111             raise lt.TileDBError("Passed in enumeration must be integer type")
  112 
  113         return Enumeration.from_pybind11(self._ctx, super().extend(values))
  114 
  115     def __eq__(self, other):
  116         if not isinstance(other, Enumeration):
  117             return False
  118 
  119         return all(
  120             [
  121                 self.name == other.name,
  122                 self.dtype == other.dtype,
  123                 self.cell_val_num == other.cell_val_num,
  124                 self.ordered == other.ordered,
  125                 np.array_equal(self.values(), other.values()),
  126             ]
  127         )
  128 
  129     def __repr__(self):
  130         # use safe repr if pybind11 constructor failed
  131         if self._ctx is None:
  132             return object.__repr__(self)
  133 
  134         return f"Enumeration(name='{self.name}', cell_val_num={self.cell_val_num}, ordered={self.ordered}, values={list(self.values())})"
  135 
  136     def _repr_html_(self):
  137         output = io.StringIO()
  138 
  139         output.write("<table>")
  140         output.write("<tr>")
  141         output.write("<th>Name</th>")
  142         output.write("<th>Data Type</th>")
  143         output.write("<th>Ordered</th>")
  144         output.write("</tr>")
  145         output.write(f"{self._repr_html_row_only_()}")
  146         output.write("</table>")
  147 
  148         return output.getvalue()
  149 
  150     def _repr_html_row_only_(self):
  151         output = io.StringIO()
  152 
  153         output.write("<tr>")
  154         output.write(f"<td>{self.name}</td>")
  155         output.write(f"<td>{self.dtype}</td>")
  156         output.write(f"<td>{self.cell_val_num}</td>")
  157         output.write(f"<td>{self.ordered}</td>")
  158         output.write("</tr>")
  159 
  160         return output.getvalue()
  161
  ```
  --- END FILES ---
  
  Please first localize the bug based on the issue statement, and then generate a patch according to the `git diff` format fenced by three backticks.
  
  Here is an example:
  
  ```diff
  diff --git a/examples/server_async.py b/examples/server_async.py
  --- a/examples/server_async.py
  +++ b/examples/server_async.py
  @@ -313,4 +313,4 @@
   
   
   if __name__ == "__main__":
  -    asyncio.run(run_async_server("."), debug=True)
  +    asyncio.run(run_async_server(), debug=True)
  diff --git a/examples/server_sync.py b/examples/server_sync.py
  --- a/examples/server_sync.py
  +++ b/examples/server_sync.py
  @@ -313,5 +313,5 @@
   
   
   if __name__ == "__main__":
  -    server = run_sync_server(".")
  +    server = run_sync_server()
       server.shutdown()
  
  ```
  
golden_diff: diff --git a/tiledb/enumeration.py b/tiledb/enumeration.py
  --- a/tiledb/enumeration.py
  +++ b/tiledb/enumeration.py
  @@ -33,6 +33,8 @@
           :type ordered: bool
           :param values: A Numpy array of values for this enumeration
           :type values: np.array
  +        :param dtype: The Numpy data type for this enumeration
  +        :type dtype: np.dtype
           :param ctx: A TileDB context
           :type ctx: tiledb.Ctx
           """
  @@ -131,7 +133,7 @@
           if self._ctx is None:
               return object.__repr__(self)
   
  -        return f"Enumeration(name='{self.name}', cell_val_num={self.cell_val_num}, ordered={self.ordered}, values={list(self.values())})"
  +        return f"Enumeration(name='{self.name}', dtype={self.dtype}, dtype_name='{self.dtype.name}', cell_val_num={self.cell_val_num}, ordered={self.ordered}, values={list(self.values())})"
   
       def _repr_html_(self):
           output = io.StringIO()
  
verification_info: {"golden_diff": "diff --git a/tiledb/enumeration.py b/tiledb/enumeration.py\n--- a/tiledb/enumeration.py\n+++ b/tiledb/enumeration.py\n@@ -33,6 +33,8 @@\n         :type ordered: bool\n         :param values: A Numpy array of values for this enumeration\n         :type values: np.array\n+        :param dtype: The Numpy data type for this enumeration\n+        :type dtype: np.dtype\n         :param ctx: A TileDB context\n         :type ctx: tiledb.Ctx\n         \"\"\"\n@@ -131,7 +133,7 @@\n         if self._ctx is None:\n             return object.__repr__(self)\n \n-        return f\"Enumeration(name='{self.name}', cell_val_num={self.cell_val_num}, ordered={self.ordered}, values={list(self.values())})\"\n+        return f\"Enumeration(name='{self.name}', dtype={self.dtype}, dtype_name='{self.dtype.name}', cell_val_num={self.cell_val_num}, ordered={self.ordered}, values={list(self.values())})\"\n \n     def _repr_html_(self):\n         output = io.StringIO()\n", "issue": "Show enumerated value-types in enum-printer\nRepro:\r\n\r\n```\r\n>>> A=tiledb.open('/var/p/obs')\r\n\r\n>>> A.enum('louvain')\r\nEnumeration(name='louvain', cell_val_num=4294967295, ordered=False, values=['CD4 T cells', 'CD14+ Monocytes', 'B cells', 'CD8 T cells', 'NK cells', 'FCGR3A+ Monocytes', 'Dendritic cells', 'Megakaryocytes'])\r\n\r\n>>> A.enum('louvain').dtype\r\ndtype('<U1')\r\n\r\n>>> A.enum('louvain').dtype.name\r\n'str32'\r\n```\r\n\r\nRequest: `A.enum('louvain')` should reveal the value dtype.\r\n\r\n---\r\nsc-43628\n", "before_files": [{"content": "from __future__ import annotations\n\nimport io\nfrom typing import Any, Optional, Sequence\n\nimport numpy as np\nfrom numpy.typing import NDArray\n\nimport tiledb.cc as lt\n\nfrom .ctx import Ctx, CtxMixin\nfrom .datatypes import DataType\n\n\nclass Enumeration(CtxMixin, lt.Enumeration):\n    \"\"\"\n    Represents a TileDB Enumeration.\n    \"\"\"\n\n    def __init__(\n        self,\n        name: str,\n        ordered: bool,\n        values: Optional[Sequence[Any]] = None,\n        dtype: Optional[np.dtype] = None,\n        ctx: Optional[Ctx] = None,\n    ):\n        \"\"\"Class representing the TileDB Enumeration.\n\n        :param name: The name of the to-be created Enumeration\n        :type name: str\n        :param ordered: Whether or not to consider this enumeration ordered\n        :type ordered: bool\n        :param values: A Numpy array of values for this enumeration\n        :type values: np.array\n        :param ctx: A TileDB context\n        :type ctx: tiledb.Ctx\n        \"\"\"\n        if values is None or len(values) == 0:\n            if dtype is None:\n                raise ValueError(\"dtype must be provied for empty enumeration\")\n            super().__init__(ctx, name, np.dtype(dtype), ordered)\n\n        values = np.array(values)\n        if np.dtype(values.dtype).kind in \"US\":\n            dtype = (\n                lt.DataType.STRING_UTF8\n                if values.dtype.kind == \"U\"\n                else lt.DataType.STRING_ASCII\n            )\n            super().__init__(ctx, name, values, ordered, dtype)\n        else:\n            super().__init__(ctx, name, ordered, values, np.array([]))\n\n    @property\n    def name(self) -> str:\n        \"\"\"The enumeration label string.\n\n        :rtype: str\n        \"\"\"\n        return super().name\n\n    @property\n    def dtype(self) -> np.dtype:\n        \"\"\"Numpy dtype representation of the enumeration type.\n\n        :rtype: numpy.dtype\n        \"\"\"\n        return DataType.from_tiledb(super().type).np_dtype\n\n    @property\n    def cell_val_num(self) -> int:\n        \"\"\"The enumeration's cell value number.\n\n        :rtype: int\n        \"\"\"\n        return super().cell_val_num\n\n    @property\n    def ordered(self) -> bool:\n        \"\"\"True if the enumeration is ordered.\n\n        :rtype: bool\n        \"\"\"\n        return super().ordered\n\n    def values(self) -> NDArray:\n        \"\"\"The values of the enumeration.\n\n        :rtype: NDArray\n        \"\"\"\n        if self.dtype.kind == \"U\":\n            return np.array(super().str_values(), dtype=np.str_)\n        elif self.dtype.kind == \"S\":\n            return np.array(super().str_values(), dtype=np.bytes_)\n        else:\n            return np.array(super().values(), dtype=self.dtype)\n\n    def extend(self, values: Sequence[Any]) -> Enumeration:\n        \"\"\"Add additional values to the enumeration.\n\n        :rtype: Enumeration\n        \"\"\"\n        values = np.array(values)\n        if self.dtype.kind in \"US\" and values.dtype.kind not in \"US\":\n            raise lt.TileDBError(\"Passed in enumeration must be string type\")\n\n        if np.issubdtype(self.dtype, np.integer) and not np.issubdtype(\n            values.dtype, np.integer\n        ):\n            raise lt.TileDBError(\"Passed in enumeration must be integer type\")\n\n        return Enumeration.from_pybind11(self._ctx, super().extend(values))\n\n    def __eq__(self, other):\n        if not isinstance(other, Enumeration):\n            return False\n\n        return all(\n            [\n                self.name == other.name,\n                self.dtype == other.dtype,\n                self.cell_val_num == other.cell_val_num,\n                self.ordered == other.ordered,\n                np.array_equal(self.values(), other.values()),\n            ]\n        )\n\n    def __repr__(self):\n        # use safe repr if pybind11 constructor failed\n        if self._ctx is None:\n            return object.__repr__(self)\n\n        return f\"Enumeration(name='{self.name}', cell_val_num={self.cell_val_num}, ordered={self.ordered}, values={list(self.values())})\"\n\n    def _repr_html_(self):\n        output = io.StringIO()\n\n        output.write(\"<table>\")\n        output.write(\"<tr>\")\n        output.write(\"<th>Name</th>\")\n        output.write(\"<th>Data Type</th>\")\n        output.write(\"<th>Ordered</th>\")\n        output.write(\"</tr>\")\n        output.write(f\"{self._repr_html_row_only_()}\")\n        output.write(\"</table>\")\n\n        return output.getvalue()\n\n    def _repr_html_row_only_(self):\n        output = io.StringIO()\n\n        output.write(\"<tr>\")\n        output.write(f\"<td>{self.name}</td>\")\n        output.write(f\"<td>{self.dtype}</td>\")\n        output.write(f\"<td>{self.cell_val_num}</td>\")\n        output.write(f\"<td>{self.ordered}</td>\")\n        output.write(\"</tr>\")\n\n        return output.getvalue()\n", "path": "tiledb/enumeration.py"}], "after_files": [{"content": "from __future__ import annotations\n\nimport io\nfrom typing import Any, Optional, Sequence\n\nimport numpy as np\nfrom numpy.typing import NDArray\n\nimport tiledb.cc as lt\n\nfrom .ctx import Ctx, CtxMixin\nfrom .datatypes import DataType\n\n\nclass Enumeration(CtxMixin, lt.Enumeration):\n    \"\"\"\n    Represents a TileDB Enumeration.\n    \"\"\"\n\n    def __init__(\n        self,\n        name: str,\n        ordered: bool,\n        values: Optional[Sequence[Any]] = None,\n        dtype: Optional[np.dtype] = None,\n        ctx: Optional[Ctx] = None,\n    ):\n        \"\"\"Class representing the TileDB Enumeration.\n\n        :param name: The name of the to-be created Enumeration\n        :type name: str\n        :param ordered: Whether or not to consider this enumeration ordered\n        :type ordered: bool\n        :param values: A Numpy array of values for this enumeration\n        :type values: np.array\n        :param dtype: The Numpy data type for this enumeration\n        :type dtype: np.dtype\n        :param ctx: A TileDB context\n        :type ctx: tiledb.Ctx\n        \"\"\"\n        if values is None or len(values) == 0:\n            if dtype is None:\n                raise ValueError(\"dtype must be provied for empty enumeration\")\n            super().__init__(ctx, name, np.dtype(dtype), ordered)\n\n        values = np.array(values)\n        if np.dtype(values.dtype).kind in \"US\":\n            dtype = (\n                lt.DataType.STRING_UTF8\n                if values.dtype.kind == \"U\"\n                else lt.DataType.STRING_ASCII\n            )\n            super().__init__(ctx, name, values, ordered, dtype)\n        else:\n            super().__init__(ctx, name, ordered, values, np.array([]))\n\n    @property\n    def name(self) -> str:\n        \"\"\"The enumeration label string.\n\n        :rtype: str\n        \"\"\"\n        return super().name\n\n    @property\n    def dtype(self) -> np.dtype:\n        \"\"\"Numpy dtype representation of the enumeration type.\n\n        :rtype: numpy.dtype\n        \"\"\"\n        return DataType.from_tiledb(super().type).np_dtype\n\n    @property\n    def cell_val_num(self) -> int:\n        \"\"\"The enumeration's cell value number.\n\n        :rtype: int\n        \"\"\"\n        return super().cell_val_num\n\n    @property\n    def ordered(self) -> bool:\n        \"\"\"True if the enumeration is ordered.\n\n        :rtype: bool\n        \"\"\"\n        return super().ordered\n\n    def values(self) -> NDArray:\n        \"\"\"The values of the enumeration.\n\n        :rtype: NDArray\n        \"\"\"\n        if self.dtype.kind == \"U\":\n            return np.array(super().str_values(), dtype=np.str_)\n        elif self.dtype.kind == \"S\":\n            return np.array(super().str_values(), dtype=np.bytes_)\n        else:\n            return np.array(super().values(), dtype=self.dtype)\n\n    def extend(self, values: Sequence[Any]) -> Enumeration:\n        \"\"\"Add additional values to the enumeration.\n\n        :rtype: Enumeration\n        \"\"\"\n        values = np.array(values)\n        if self.dtype.kind in \"US\" and values.dtype.kind not in \"US\":\n            raise lt.TileDBError(\"Passed in enumeration must be string type\")\n\n        if np.issubdtype(self.dtype, np.integer) and not np.issubdtype(\n            values.dtype, np.integer\n        ):\n            raise lt.TileDBError(\"Passed in enumeration must be integer type\")\n\n        return Enumeration.from_pybind11(self._ctx, super().extend(values))\n\n    def __eq__(self, other):\n        if not isinstance(other, Enumeration):\n            return False\n\n        return all(\n            [\n                self.name == other.name,\n                self.dtype == other.dtype,\n                self.cell_val_num == other.cell_val_num,\n                self.ordered == other.ordered,\n                np.array_equal(self.values(), other.values()),\n            ]\n        )\n\n    def __repr__(self):\n        # use safe repr if pybind11 constructor failed\n        if self._ctx is None:\n            return object.__repr__(self)\n\n        return f\"Enumeration(name='{self.name}', dtype={self.dtype}, dtype_name='{self.dtype.name}', cell_val_num={self.cell_val_num}, ordered={self.ordered}, values={list(self.values())})\"\n\n    def _repr_html_(self):\n        output = io.StringIO()\n\n        output.write(\"<table>\")\n        output.write(\"<tr>\")\n        output.write(\"<th>Name</th>\")\n        output.write(\"<th>Data Type</th>\")\n        output.write(\"<th>Ordered</th>\")\n        output.write(\"</tr>\")\n        output.write(f\"{self._repr_html_row_only_()}\")\n        output.write(\"</table>\")\n\n        return output.getvalue()\n\n    def _repr_html_row_only_(self):\n        output = io.StringIO()\n\n        output.write(\"<tr>\")\n        output.write(f\"<td>{self.name}</td>\")\n        output.write(f\"<td>{self.dtype}</td>\")\n        output.write(f\"<td>{self.cell_val_num}</td>\")\n        output.write(f\"<td>{self.ordered}</td>\")\n        output.write(\"</tr>\")\n\n        return output.getvalue()\n", "path": "tiledb/enumeration.py"}]}