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name: add_type description: gwexpyに新しい配列型（Array/Series/Field）とコレクションを実装する

Implement GWExPy Type

This skill guides the implementation of new array/field types in gwexpy, ensuring consistency with the existing class hierarchy, metadata management, and documentation standards.

Workflow

1. Survey & Plan

• Identify Base Class: Inherit from gwexpy.types.Array, Array2D, or similar.
• Metadata: Determine new metadata slots needed (e.g., _axis0_name, _unit).
• Behavior: Define slicing behavior (does it drop dimensions or maintain them?), arithmetic rules, and domain logic (FFT, etc.).

2. Implementation: Core Class

• File: Create gwexpy/types/yourtype.py.
• Class Definition:

  Copyclass YourType(BaseArray):
      _metadata_slots = BaseArray._metadata_slots + ("_new_slot",)
  

• __new__:
  • Validate input structure (ndim, etc.).
  • Initialize metadata slots (handling defaults).
  • Call super().__new__.
• __array_finalize__:
  • Handle 3 creation scenarios: obj is None (explicit new), obj is subclass (view casting), obj is different type (copy/slice).
  • Copy metadata from obj to self.
• Metadata-Preserving Indexing: Field4D 等の多次元クラスでは、インデックス操作 (__getitem__) 時に次元を落とさないことが推奨されます。整数インデックス i を slice(i, i+1) に変換して処理することで、軸の数とメタデータ（軸名称や単位）を一貫して維持できます。詳細は manage_field_metadata スキルを参照してください。
• Transpose/Swapaxes:
  • Override to update axis-dependent metadata if applicable.

3. Implementation: Collections

• File: gwexpy/types/yourtype_collections.py (or inside the same file if small).
• List Class: Inherit list. Add batch methods (e.g., process_all).
• Dict Class: Inherit dict. Add batch methods.

4. Integration

• Export: Add the new classes to gwexpy/types/__init__.py.
• Docs:
  • Create docs/reference/en/YourType.md and docs/reference/ja/YourType.md.
  • Add to docs/reference/{en,ja}/index.rst.

5. Testing

• Location: tests/types/test_yourtype.py.
• Coverage:
  • Construction (from array, from list, with units).
  • Metadata persistence.
  • Slicing behavior (key feature).
  • Arithmetic operations.
  • Collection behavior.

Key Considerations

• Quantity Compatibility: gwexpy types are often subclasses of astropy.units.Quantity. Ensure unit handling works.
• Axis Management: If managing axes, use AxisApiMixin or look at Array3D/Array4D for how to sync separate axis properties with the array shape.
• Documentation: Always provide both English and Japanese API references.