from __future__ import annotations

import io
import math
import os
from fractions import Fraction

import numpy as np
import pytest

import av
import av.codec.hwaccel
from av import AudioFrame, VideoFrame
from av.audio.stream import AudioStream
from av.video.stream import VideoStream

from .common import TestCase, fate_suite, has_pillow

WIDTH = 320
HEIGHT = 240
DURATION = 48


def write_rgb_rotate(output: av.container.OutputContainer) -> None:
    if not has_pillow:
        pytest.skip()

    import PIL.Image as Image

    output.metadata["title"] = "container"
    output.metadata["key"] = "value"

    stream = output.add_stream("mpeg4", 24)
    stream.width = WIDTH
    stream.height = HEIGHT
    stream.pix_fmt = "yuv420p"

    for frame_i in range(DURATION):
        frame = VideoFrame(WIDTH, HEIGHT, "rgb24")
        image = Image.new(
            "RGB",
            (WIDTH, HEIGHT),
            (
                int(255 * (0.5 + 0.5 * math.sin(frame_i / DURATION * 2 * math.pi))),
                int(
                    255
                    * (
                        0.5
                        + 0.5
                        * math.sin(frame_i / DURATION * 2 * math.pi + 2 / 3 * math.pi)
                    )
                ),
                int(
                    255
                    * (
                        0.5
                        + 0.5
                        * math.sin(frame_i / DURATION * 2 * math.pi + 4 / 3 * math.pi)
                    )
                ),
            ),
        )
        frame.planes[0].update(image.tobytes())

        for packet in stream.encode_lazy(frame):
            output.mux(packet)

    for packet in stream.encode_lazy(None):
        output.mux(packet)


def assert_rgb_rotate(
    self, input_: av.container.InputContainer, is_dash: bool = False
) -> None:
    # Now inspect it a little.
    assert len(input_.streams) == 1
    assert input_.metadata.get("Title" if is_dash else "title") == "container"
    assert input_.metadata.get("key") is None

    stream = input_.streams[0]

    if is_dash:
        # The DASH format doesn't provide a duration for the stream
        # and so the container duration (micro seconds) is checked instead
        assert input_.duration == 2000000
        expected_average_rate = 24
        expected_duration = None
        expected_frames = 0
        expected_id = 0
    else:
        expected_average_rate = 24
        expected_duration = 24576
        expected_frames = 48
        expected_id = 1

    # actual stream properties
    assert isinstance(stream, VideoStream)
    assert stream.average_rate == expected_average_rate
    assert stream.base_rate == 24
    assert stream.duration == expected_duration
    assert stream.guessed_rate == 24
    assert stream.frames == expected_frames
    assert stream.id == expected_id
    assert stream.index == 0
    assert stream.profile == "Simple Profile"
    assert stream.start_time == 0
    assert stream.time_base == Fraction(1, 12288)
    assert stream.type == "video"

    # codec context properties
    assert stream.codec.name == "mpeg4"
    assert stream.codec.long_name == "MPEG-4 part 2"
    assert stream.format.name == "yuv420p"
    assert stream.format.width == WIDTH
    assert stream.format.height == HEIGHT


class TestBasicVideoEncoding(TestCase):
    def test_default_options(self) -> None:
        with av.open(self.sandboxed("output.mov"), "w") as output:
            stream = output.add_stream("mpeg4")
            assert stream in output.streams.video
            assert stream.average_rate == Fraction(24, 1)
            assert stream.time_base is None

            # codec context properties
            assert stream.format.height == 480
            assert stream.format.name == "yuv420p"
            assert stream.format.width == 640
            assert stream.height == 480
            assert stream.pix_fmt == "yuv420p"
            assert stream.width == 640

    def test_encoding(self) -> None:
        path = self.sandboxed("rgb_rotate.mov")

        with av.open(path, "w") as output:
            write_rgb_rotate(output)
        with av.open(path) as input:
            assert_rgb_rotate(self, input)

    def test_encoding_with_pts(self) -> None:
        path = self.sandboxed("video_with_pts.mov")

        with av.open(path, "w") as output:
            stream = output.add_stream("h264", 24)
            assert stream in output.streams.video
            stream.width = WIDTH
            stream.height = HEIGHT
            stream.pix_fmt = "yuv420p"

            for i in range(DURATION):
                frame = VideoFrame(WIDTH, HEIGHT, "rgb24")
                frame.pts = i * 2000
                frame.time_base = Fraction(1, 48000)

                for packet in stream.encode(frame):
                    assert packet.time_base == Fraction(1, 24)
                    output.mux(packet)

            for packet in stream.encode(None):
                assert packet.time_base == Fraction(1, 24)
                output.mux(packet)

    def test_encoding_with_unicode_filename(self) -> None:
        path = self.sandboxed("¢∞§¶•ªº.mov")

        with av.open(path, "w") as output:
            write_rgb_rotate(output)
        with av.open(path) as input:
            assert_rgb_rotate(self, input)


class TestBasicAudioEncoding(TestCase):
    def test_default_options(self) -> None:
        with av.open(self.sandboxed("output.mov"), "w") as output:
            stream = output.add_stream("mp2")
            assert stream in output.streams.audio
            assert stream.time_base is None

            # codec context properties
            assert stream.format.name == "s16"
            assert stream.sample_rate == 48000

    def test_transcode(self) -> None:
        path = self.sandboxed("audio_transcode.mov")

        with av.open(path, "w") as output:
            output.metadata["title"] = "container"
            output.metadata["key"] = "value"

            sample_rate = 48000
            channel_layout = "stereo"
            sample_fmt = "s16"

            stream = output.add_stream("mp2", sample_rate)
            assert stream in output.streams.audio

            ctx = stream.codec_context
            ctx.sample_rate = sample_rate
            stream.format = sample_fmt
            ctx.layout = channel_layout

            with av.open(
                fate_suite("audio-reference/chorusnoise_2ch_44kHz_s16.wav")
            ) as src:
                for frame in src.decode(audio=0):
                    for packet in stream.encode(frame):
                        output.mux(packet)

            for packet in stream.encode(None):
                output.mux(packet)

        with av.open(path) as container:
            assert len(container.streams) == 1
            assert container.metadata.get("title") == "container"
            assert container.metadata.get("key") is None

            assert isinstance(container.streams[0], AudioStream)
            stream = container.streams[0]

            # codec context properties
            assert stream.format.name == "s16p"
            assert stream.sample_rate == sample_rate


class TestSubtitleEncoding:
    def test_subtitle_muxing(self) -> None:
        input_ = av.open(fate_suite("sub/MovText_capability_tester.mp4"))
        in_stream = input_.streams.subtitles[0]

        output_bytes = io.BytesIO()
        output = av.open(output_bytes, "w", format="mp4")

        out_stream = output.add_stream_from_template(in_stream)

        for packet in input_.demux(in_stream):
            if packet.size == 0:
                continue
            packet.stream = out_stream
            output.mux(packet)

        output.close()
        output_bytes.seek(0)
        assert output_bytes.getvalue().startswith(
            b"\x00\x00\x00\x1cftypisom\x00\x00\x02\x00isomiso2mp41\x00\x00\x00\x08free"
        )


class TestEncodeStreamSemantics(TestCase):
    def test_stream_index(self) -> None:
        with av.open(self.sandboxed("output.mov"), "w") as output:
            vstream = output.add_stream("mpeg4", 24)
            assert vstream in output.streams.video
            vstream.pix_fmt = "yuv420p"
            vstream.width = 320
            vstream.height = 240

            astream = output.add_stream("mp2", 48000)
            assert astream in output.streams.audio
            astream.layout = "stereo"
            astream.format = "s16"

            assert vstream.index == 0
            assert astream.index == 1

            vframe = VideoFrame(320, 240, "yuv420p")
            vpacket = vstream.encode(vframe)[0]

            assert vpacket.stream is vstream
            assert vpacket.stream_index == 0

            for i in range(10):
                if astream.frame_size != 0:
                    frame_size = astream.frame_size
                else:
                    # decoder didn't indicate constant frame size
                    frame_size = 1000
                aframe = AudioFrame("s16", "stereo", samples=frame_size)
                aframe.sample_rate = 48000
                apackets = astream.encode(aframe)
                if apackets:
                    apacket = apackets[0]
                    break

            assert apacket.stream is astream
            assert apacket.stream_index == 1

    def test_stream_audio_resample(self) -> None:
        with av.open(self.sandboxed("output.mov"), "w") as output:
            vstream = output.add_stream("mpeg4", 24)
            vstream.pix_fmt = "yuv420p"
            vstream.width = 320
            vstream.height = 240

            astream = output.add_stream("aac", sample_rate=8000, layout="mono")
            frame_size = 512

            pts_expected = [-1024, 0, 512, 1024, 1536, 2048, 2560]
            pts = 0
            for i in range(15):
                aframe = AudioFrame("s16", "mono", samples=frame_size)
                aframe.sample_rate = 8000
                aframe.time_base = Fraction(1, 1000)
                aframe.pts = pts
                aframe.dts = pts
                pts += 32
                apackets = astream.encode(aframe)
                if apackets:
                    apacket = apackets[0]
                    assert apacket.pts == pts_expected.pop(0)
                    assert apacket.time_base == Fraction(1, 8000)

            apackets = astream.encode(None)
            if apackets:
                apacket = apackets[0]
                assert apacket.pts == pts_expected.pop(0)
                assert apacket.time_base == Fraction(1, 8000)

    def test_set_id_and_time_base(self) -> None:
        with av.open(self.sandboxed("output.mov"), "w") as output:
            stream = output.add_stream("mp2")
            assert stream in output.streams.audio

            # set id
            assert stream.id == 0
            stream.id = 1
            assert stream.id == 1

            # set time_base
            assert stream.time_base is None
            stream.time_base = Fraction(1, 48000)
            assert stream.time_base == Fraction(1, 48000)


def encode_file_with_max_b_frames(max_b_frames: int) -> io.BytesIO:
    """
    Create an encoded video file (or file-like object) with the given
    maximum run of B frames.

    max_b_frames: non-negative integer which is the maximum allowed run
        of consecutive B frames.

    Returns: a file-like object.
    """
    # Create a video file that is entirely arbitrary, but with the passed
    # max_b_frames parameter.
    file = io.BytesIO()
    container = av.open(file, mode="w", format="mp4")
    stream = container.add_stream("h264", rate=30)
    stream.width = 640
    stream.height = 480
    stream.pix_fmt = "yuv420p"
    stream.codec_context.gop_size = 15
    stream.codec_context.max_b_frames = max_b_frames

    for i in range(50):
        array = np.empty((stream.height, stream.width, 3), dtype=np.uint8)
        # This appears to hit a complexity "sweet spot" that makes the codec
        # want to use B frames.
        array[:, :] = (i, 0, 255 - i)
        frame = av.VideoFrame.from_ndarray(array, format="rgb24")
        for packet in stream.encode(frame):
            container.mux(packet)

    for packet in stream.encode():
        container.mux(packet)

    container.close()
    file.seek(0)

    return file


def max_b_frame_run_in_file(file: io.BytesIO) -> int:
    """
    Count the maximum run of B frames in a file (or file-like object).

    file: the file or file-like object in which to count the maximum run
        of B frames. The file should contain just one video stream.

    Returns: non-negative integer which is the maximum B frame run length.
    """
    container = av.open(file, "r")
    stream = container.streams.video[0]

    max_b_frame_run = 0
    b_frame_run = 0
    for frame in container.decode(stream):
        if frame.pict_type == av.video.frame.PictureType.B:
            b_frame_run += 1
        else:
            max_b_frame_run = max(max_b_frame_run, b_frame_run)
            b_frame_run = 0

    # Outside chance that the longest run was at the end of the file.
    max_b_frame_run = max(max_b_frame_run, b_frame_run)

    container.close()

    return max_b_frame_run


class TestMaxBFrameEncoding(TestCase):
    def test_max_b_frames(self) -> None:
        """
        Test that we never get longer runs of B frames than we asked for with
        the max_b_frames property.
        """
        for max_b_frames in range(4):
            file = encode_file_with_max_b_frames(max_b_frames)
            actual_max_b_frames = max_b_frame_run_in_file(file)
            assert actual_max_b_frames <= max_b_frames


def encode_frames_with_qminmax(
    frames: list[VideoFrame], shape: tuple[int, int, int], qminmax: tuple[int, int]
) -> int:
    """
    Encode a video with the given quantiser limits, and return how many encoded
    bytes we made in total.

    frames: the frames to encode
    shape: the (numpy) shape of the video frames
    qminmax: two integers with 1 <= qmin <= 31 giving the min and max quantiser.

    Returns: total length of the encoded bytes.
    """

    if av.codec.Codec("h264", "w").name != "libx264":
        pytest.skip()

    file = io.BytesIO()
    container = av.open(file, mode="w", format="mp4")
    stream = container.add_stream("h264", rate=30)
    stream.height, stream.width, _ = shape
    stream.pix_fmt = "yuv420p"
    stream.codec_context.gop_size = 15
    stream.codec_context.qmin, stream.codec_context.qmax = qminmax

    bytes_encoded = 0
    for frame in frames:
        for packet in stream.encode(frame):
            bytes_encoded += packet.size

    for packet in stream.encode():
        bytes_encoded += packet.size

    container.close()

    return bytes_encoded


class TestQminQmaxEncoding(TestCase):
    def test_qmin_qmax(self) -> None:
        """
        Test that we can set the min and max quantisers, and the encoder is reacting
        correctly to them.

        Can't see a way to get hold of the quantisers in a decoded video, so instead
        we'll encode the same frames with decreasing quantisers, and check that the
        file size increases (by a noticeable factor) each time.
        """
        # Make a random - but repeatable - 10 frame video sequence.
        np.random.seed(0)
        frames = []
        shape = (480, 640, 3)
        for _ in range(10):
            frames.append(
                av.VideoFrame.from_ndarray(
                    np.random.randint(0, 256, shape, dtype=np.uint8), format="rgb24"
                )
            )

        # Get the size of the encoded output for different quantisers.
        quantisers = ((31, 31), (15, 15), (1, 1))
        sizes = [
            encode_frames_with_qminmax(frames, shape, qminmax) for qminmax in quantisers
        ]

        factor = 1.3  # insist at least 30% larger each time
        assert all(small * factor < large for small, large in zip(sizes, sizes[1:]))


class TestProfiles(TestCase):
    def test_profiles(self) -> None:
        """
        Test that we can set different encoder profiles.
        """
        # Let's try a video and an audio codec.
        file = io.BytesIO()
        codecs = (
            ("h264", 30),
            ("aac", 48000),
        )

        for codec_name, rate in codecs:
            print("Testing:", codec_name)
            container = av.open(file, mode="w", format="mp4")
            stream = container.add_stream(codec_name, rate=rate)
            assert len(stream.profiles) >= 1  # check that we're testing something!

            # It should be enough to test setting and retrieving the code. That means
            # libav has recognised the profile and set it correctly.
            for profile in stream.profiles:
                stream.profile = profile
                print("Set", profile, "got", stream.profile)
                assert stream.profile == profile


# Map a hardware device type to a video encoder that uses it.
_HWACCEL_ENCODERS = {
    "vaapi": "h264_vaapi",
    "cuda": "h264_nvenc",
    "qsv": "h264_qsv",
    "videotoolbox": "h264_videotoolbox",
}


def get_hwaccel_format(encoder: str, device_type: str) -> str:
    for config in av.Codec(encoder, "w").hardware_configs:
        if config.device_type.name == device_type and config.format is not None:
            return config.format.name
    pytest.skip(f"No hardware format for {device_type} on {encoder}")


def test_hardware_encode() -> None:
    hwdevices_available = av.codec.hwaccel.hwdevices_available()
    if "HWACCEL_DEVICE_TYPE" not in os.environ:
        pytest.skip(
            "Set the HWACCEL_DEVICE_TYPE to run this test. "
            f"Options are {' '.join(hwdevices_available)}"
        )

    device_type = os.environ["HWACCEL_DEVICE_TYPE"]
    assert device_type in hwdevices_available, f"{device_type} not available"

    encoder = _HWACCEL_ENCODERS.get(device_type)
    if encoder is None:
        pytest.skip(f"No hardware encoder mapped for {device_type}")

    width, height, n_frames = 320, 240, 24
    hwaccel = av.codec.hwaccel.HWAccel(
        device_type=device_type, allow_software_fallback=False
    )

    file = io.BytesIO()
    container = av.open(file, mode="w", format="mp4")
    stream = container.add_stream(encoder, rate=30, hwaccel=hwaccel)
    assert isinstance(stream, VideoStream)
    stream.width = width
    stream.height = height
    stream.pix_fmt = "nv12"

    # Feed plain software frames; PyAV uploads them to the device for us.
    muxed = 0
    for i in range(n_frames):
        array = np.full((height, width, 3), i * 8 % 256, dtype=np.uint8)
        frame = VideoFrame.from_ndarray(array, format="rgb24")
        for packet in stream.encode(frame):
            container.mux(packet)
            muxed += 1

    # The hardware frames context must have been set up during open().
    assert stream.codec_context.is_hwaccel

    for packet in stream.encode():
        container.mux(packet)
        muxed += 1
    container.close()

    assert muxed > 0

    # The result must be a valid, decodable H.264 stream.
    file.seek(0)
    with av.open(file, "r") as in_container:
        decoded = sum(1 for _ in in_container.decode(video=0))
    assert decoded == n_frames


def test_hardware_encode_honors_sw_format() -> None:
    hwdevices_available = av.codec.hwaccel.hwdevices_available()
    if "HWACCEL_DEVICE_TYPE" not in os.environ:
        pytest.skip(
            "Set the HWACCEL_DEVICE_TYPE to run this test. "
            f"Options are {' '.join(hwdevices_available)}"
        )

    device_type = os.environ["HWACCEL_DEVICE_TYPE"]
    assert device_type in hwdevices_available, f"{device_type} not available"

    encoder = _HWACCEL_ENCODERS.get(device_type)
    if encoder is None:
        pytest.skip(f"No hardware encoder mapped for {device_type}")
    hw_format = get_hwaccel_format(encoder, device_type)

    hwaccel = av.codec.hwaccel.HWAccel(
        device_type=device_type, allow_software_fallback=False
    )
    container = av.open(io.BytesIO(), mode="w", format="mp4")
    stream = container.add_stream(encoder, rate=30, hwaccel=hwaccel)
    assert isinstance(stream, VideoStream)
    stream.width = 320
    stream.height = 240
    stream.pix_fmt = hw_format
    stream.codec_context.sw_format = "yuv420p"

    assert stream.codec_context.sw_format is not None
    assert stream.codec_context.sw_format.name == "yuv420p"

    frame = VideoFrame(320, 240, "rgb24")
    for packet in stream.encode(frame):
        container.mux(packet)

    assert stream.codec_context.pix_fmt == hw_format
    assert stream.codec_context.sw_format is not None
    assert stream.codec_context.sw_format.name == "yuv420p"
    for packet in stream.encode():
        container.mux(packet)
    container.close()
