feat: added quantile function (new)

ivy/functional/frontends/paddle/stat.py

@@ -1,5 +1,6 @@
 # global
 import ivy
+import numpy as np
 from ivy.func_wrapper import with_unsupported_dtypes, with_supported_dtypes
 from ivy.functional.frontends.paddle.func_wrapper import (
     to_ivy_arrays_and_back,
@@ -52,6 +53,18 @@ def numel(x, name=None):
     return ivy.array(prod if prod > 0 else ivy.array(length, dtype=ivy.int64))
 
 
+@with_unsupported_dtypes(
+    {"2.5.1 and below": ("bfloat16", "uint16")},
+    "paddle",
+)
+@to_ivy_arrays_and_back
+def quantile(x, q, axis=None, keepdim=False, name=None):
+    result = ivy.quantile(x, q, axis=axis, keepdims=keepdim)
+    if keepdim and result.shape == ():
+        result = np.expand_dims(result, axis=0)
+    return result.astype(np.float64)
+
+
 @with_supported_dtypes(
     {"2.5.1 and below": ("float32", "float64", "uint16")},
     "paddle",

ivy_tests/test_ivy/test_frontends/test_paddle/test_stat.py

@@ -129,6 +129,49 @@ def test_paddle_numel(
     )
 
 
+# quantile
+@handle_frontend_test(
+    fn_tree="paddle.quantile",
+    dtype_x_and_axis=helpers.dtype_values_axis(
+        available_dtypes=helpers.get_dtypes("valid"),
+        min_num_dims=1,
+        min_value=-1e10,
+        max_value=1e10,
+        valid_axis=True,
+        force_int_axis=True,  # Assuming this forces the axis to be an integer.
+    ),
+    q=st.floats(0.0, 1.0),
+    keepdim=st.booleans(),
+)
+def test_paddle_quantile(
+    *,
+    dtype_x_and_axis,
+    q,
+    keepdim,
+    on_device,
+    fn_tree,
+    frontend,
+    backend_fw,
+    test_flags,
+):
+    input_dtypes, (x,), axis = dtype_x_and_axis
+    # Convert axis if it's a tuple
+    if isinstance(axis, tuple):
+        axis = axis[0] if len(axis) == 1 else list(axis)
+    helpers.test_frontend_function(
+        input_dtypes=input_dtypes,
+        frontend=frontend,
+        backend_to_test=backend_fw,
+        test_flags=test_flags,
+        fn_tree=fn_tree,
+        on_device=on_device,
+        x=x[0],
+        q=q,
+        axis=axis,
+        keepdim=keepdim,
+    )
+
+
 # std
 @handle_frontend_test(
     fn_tree="paddle.std",