2.11.0

Added

• Pandas / polars / numpy data-frame and array assertions.

  Fluent equality for pandas/polars DataFrame/Series (is_frame_equal) and numpy arrays (is_array_equal, is_array_close_to), delegating comparison semantics to each library's own assert_frame_equal / assert_allclose and carrying its diff on failure. Optional extra: pip install assertpy2[pandas] (or [polars], [numpy], [data]).

  Before:

  AttributeError: assertpy has no assertion <is_frame_equal()>
  

  Now:

  assert_that(df).is_frame_equal(expected, check_dtype=False)
  assert_that(arr).is_array_close_to(expected, rtol=1e-3)

Improved

• Richer dict diffs.

  A failing is_equal_to() on a dict now decomposes nested dataclasses, models, namedtuples and nested lists to the exact differing path (matching the detail already shown for top-level values), and dicts with mixed-type keys no longer raise.

  @dataclass
  class Point:
      x: int
      y: int
  
  assert_that({"point": Point(1, 2)}).is_equal_to({"point": Point(1, 3)})

  Before - the nested object was reported as one leaf:

  point:
    - Point(x=1, y=2)
    + Point(x=1, y=3)
  

  Now - decomposed to the exact differing path:

  point.y:
    - 2
    + 3
  

Fixed

• Clear error when comparing array/frame-likes.
  is_equal_to() / is_not_equal_to() on a numpy array or pandas/polars frame now raise a clear, actionable TypeError instead of the library's cryptic "ambiguous truth value".

  assert_that(df).is_equal_to(other)

  Before:

  ValueError: The truth value of a DataFrame is ambiguous. Use a.empty, a.bool(), ...
  

  Now:

  TypeError: is_equal_to() cannot directly compare <DataFrame>: its '==' is element-wise
  and has no single truth value. Compare the value's own equality (e.g.
  assert_that(actual.equals(expected)).is_true()), assert on extracted scalars
  (columns, shape, length), or use satisfies(...) with an explicit predicate.
  

Internal

• Restructured the README integrations section (compact, linked) and added a data-frame row to the comparison table.
• Bumped dev type-checker ty to 0.0.55; renamed a snapshot test off a dev-phase name.