"""PyWavelets device test for Android Python STB.

Generated by RIMI.

Validates the pywavelets Android wheel (import name ``pywt``):
import, version reporting, Wavelet objects, dwt/idwt + wavedec/waverec
roundtrips, SWT roundtrip, 2D transforms, thresholding smoke, wavelist,
and bundled data loading.

Run on device (Scripts folder) AFTER installing:
  1. numpy 2.5.2 Android wheel (from its own package folder), then
  2. pywavelets-1.10.0-cp312-cp312-android_24_<arch>.whl (STANDALONE)

Exit-code contract: prints [PASS]/[FAIL] per test, a summary line, and
exits 0 only if every test passed (1 otherwise).
"""

import sys
import traceback

PASS = 0
FAIL = 0
FAILURES = []


def run(name, fn):
    global PASS, FAIL
    try:
        fn()
    except Exception as e:
        FAIL += 1
        FAILURES.append(name)
        print("[FAIL] %s -- %s: %s" % (name, type(e).__name__, e))
        traceback.print_exc()
    else:
        PASS += 1
        print("[PASS] %s" % name)


def test_import():
    import pywt
    import numpy
    assert pywt is not None
    assert numpy is not None
    print("       pywt file:", pywt.__file__)
    print("       numpy:", numpy.__version__)


def test_version():
    import pywt
    # NOTE (upstream quirk): the 1.10.0 sdist ships util/version_utils.py
    # with MAJOR/MINOR/MICRO still at 1.8.0, so pywt.__version__ reports
    # '1.8.0' even in the official PyPI 1.10.0 wheels. Our wheel is
    # faithful to upstream here; the *wheel* version is 1.10.0
    # (see pywavelets-1.10.0.dist-info). Only require a non-empty string.
    assert isinstance(pywt.__version__, str) and len(pywt.__version__) > 0
    print("       pywt.__version__ =", pywt.__version__)


def test_wavelet_object():
    import pywt
    w = pywt.Wavelet("db1")
    assert w.name == "db1"
    assert w.dec_len == 2 and w.rec_len == 2
    assert "haar" in pywt.wavelist(kind="discrete") or "haar" in pywt.wavelist()


def test_wavelist():
    import pywt
    wl = pywt.wavelist()
    for required in ("db1", "db2", "haar", "sym2"):
        assert required in wl, "missing wavelet %s" % required
    print("       %d wavelets listed" % len(wl))


def test_dwt_idwt_roundtrip():
    import numpy as np
    import pywt
    x = np.array([1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0])
    cA, cD = pywt.dwt(x, "db1")
    y = pywt.idwt(cA, cD, "db1")
    assert np.allclose(x, y, atol=1e-12), "dwt/idwt roundtrip failed"


def test_wavedec_waverec_roundtrip():
    import numpy as np
    import pywt
    rng = np.random.RandomState(42)
    x = rng.randn(64)
    coeffs = pywt.wavedec(x, "db2", level=2)
    assert len(coeffs) == 3  # cA2, cD2, cD1
    y = pywt.waverec(coeffs, "db2")
    assert np.allclose(x, y, atol=1e-10), "wavedec/waverec roundtrip failed"


def test_swt_roundtrip():
    import numpy as np
    import pywt
    x = np.arange(16, dtype=float)
    coeffs = pywt.swt(x, "haar", level=1)
    assert len(coeffs) == 1
    cA, cD = coeffs[0]
    assert cA.shape == x.shape and cD.shape == x.shape
    y = pywt.iswt(coeffs, "haar")
    assert np.allclose(x, y, atol=1e-12), "swt/iswt roundtrip failed"


def test_dwt2_idwt2_roundtrip():
    import numpy as np
    import pywt
    x = np.arange(64, dtype=float).reshape(8, 8)
    coeffs = pywt.dwt2(x, "haar")
    cA, (cH, cV, cD) = coeffs
    assert cA.shape == (4, 4)
    y = pywt.idwt2(coeffs, "haar")
    assert np.allclose(x, y, atol=1e-12), "dwt2/idwt2 roundtrip failed"


def test_threshold_smoke():
    import numpy as np
    import pywt
    data = np.linspace(-2.0, 2.0, 32)
    t = pywt.threshold(data, 1.0, mode="soft")
    assert t.shape == data.shape
    assert abs(t[16]) < abs(data[16])
    t_hard = pywt.threshold(data, 1.0, mode="hard")
    assert t_hard.shape == data.shape


def test_data_camera():
    import pywt
    arr = pywt.data.camera()
    assert arr.ndim == 2 and arr.shape[0] > 0 and arr.shape[1] > 0
    print("       camera shape:", arr.shape)


TESTS = [
    ("import pywt + numpy", test_import),
    ("version string present", test_version),
    ("Wavelet object db1", test_wavelet_object),
    ("wavelist contents", test_wavelist),
    ("dwt/idwt roundtrip", test_dwt_idwt_roundtrip),
    ("wavedec/waverec roundtrip", test_wavedec_waverec_roundtrip),
    ("swt/iswt roundtrip", test_swt_roundtrip),
    ("dwt2/idwt2 roundtrip", test_dwt2_idwt2_roundtrip),
    ("threshold smoke", test_threshold_smoke),
    ("data.camera load", test_data_camera),
]


def main():
    print("PyWavelets device test (pywt) - Generated by RIMI")
    for name, fn in TESTS:
        run(name, fn)
    print("----------------------------------------")
    print("RESULT: %d passed, %d failed" % (PASS, FAIL))
    if FAIL:
        print("FAILURES:", ", ".join(FAILURES))
        return 1
    print("ALL PASSED")
    return 0


if __name__ == "__main__":
    sys.exit(main())