/* * Copyright (C) 2019 The Android Open Source Project * * Licensed under the Apache License, Version 2.0 (the "License"); * you may not use this file except in compliance with the License. * You may obtain a copy of the License at * * http://www.apache.org/licenses/LICENSE-2.0 * * Unless required by applicable law or agreed to in writing, software * distributed under the License is distributed on an "AS IS" BASIS, * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. * See the License for the specific language governing permissions and * limitations under the License. */ package android.media; import android.annotation.CallbackExecutor; import android.annotation.IntDef; import android.annotation.IntRange; import android.annotation.NonNull; import android.annotation.Nullable; import android.annotation.SystemApi; import android.content.ContentResolver; import android.content.Context; import android.content.res.AssetFileDescriptor; import android.net.Uri; import android.os.Build; import android.os.ParcelFileDescriptor; import android.os.RemoteException; import android.os.ServiceSpecificException; import android.system.Os; import android.util.Log; import androidx.annotation.RequiresApi; import com.android.internal.annotations.GuardedBy; import com.android.internal.annotations.VisibleForTesting; import com.android.modules.annotation.MinSdk; import com.android.modules.utils.build.SdkLevel; import java.io.FileNotFoundException; import java.lang.annotation.Retention; import java.lang.annotation.RetentionPolicy; import java.util.ArrayList; import java.util.HashMap; import java.util.List; import java.util.Map; import java.util.Objects; import java.util.concurrent.Executor; import java.util.concurrent.ExecutorService; import java.util.concurrent.Executors; /** Android 12 introduces Compatible media transcoding feature. See Compatible media transcoding. MediaTranscodingManager provides an interface to the system's media transcoding service and can be used to transcode media files, e.g. transcoding a video from HEVC to AVC.

Transcoding Types

Video Transcoding

When transcoding a video file, the video track will be transcoded based on the desired track format and the audio track will be pass through without any modification.

Note that currently only support transcoding video file in mp4 format and with single video track.

Transcoding Request

To transcode a media file, first create a {@link TranscodingRequest} through its builder class {@link VideoTranscodingRequest.Builder}. Transcode requests are then enqueue to the manager through {@link MediaTranscodingManager#enqueueRequest( TranscodingRequest, Executor, OnTranscodingFinishedListener)} TranscodeRequest are processed based on client process's priority and request priority. When a transcode operation is completed the caller is notified via its {@link OnTranscodingFinishedListener}. In the meantime the caller may use the returned TranscodingSession object to cancel or check the status of a specific transcode operation.

Here is an example where Builder is used to specify all parameters

 VideoTranscodingRequest request =
    new VideoTranscodingRequest.Builder(srcUri, dstUri, videoFormat).build();
 }
@hide */ @MinSdk(Build.VERSION_CODES.S) @RequiresApi(Build.VERSION_CODES.S) @SystemApi public final class MediaTranscodingManager { private static final String TAG = "MediaTranscodingManager"; /** Maximum number of retry to connect to the service. */ private static final int CONNECT_SERVICE_RETRY_COUNT = 100; /** Interval between trying to reconnect to the service. */ private static final int INTERVAL_CONNECT_SERVICE_RETRY_MS = 40; /** Default bpp(bits-per-pixel) to use for calculating default bitrate. */ private static final float BPP = 0.25f; /** * Listener that gets notified when a transcoding operation has finished. * This listener gets notified regardless of how the operation finished. It is up to the * listener implementation to check the result and take appropriate action. */ @FunctionalInterface public interface OnTranscodingFinishedListener { /** * Called when the transcoding operation has finished. The receiver may use the * TranscodingSession to check the result, i.e. whether the operation succeeded, was * canceled or if an error occurred. * * @param session The TranscodingSession instance for the finished transcoding operation. */ void onTranscodingFinished(@NonNull TranscodingSession session); } private final Context mContext; private ContentResolver mContentResolver; private final String mPackageName; private final int mPid; private final int mUid; private final ExecutorService mExecutor = Executors.newSingleThreadExecutor(); private final HashMap mPendingTranscodingSessions = new HashMap(); private final Object mLock = new Object(); @GuardedBy("mLock") @NonNull private ITranscodingClient mTranscodingClient = null; private static MediaTranscodingManager sMediaTranscodingManager; private void handleTranscodingFinished(int sessionId, TranscodingResultParcel result) { synchronized (mPendingTranscodingSessions) { // Gets the session associated with the sessionId and removes it from // mPendingTranscodingSessions. final TranscodingSession session = mPendingTranscodingSessions.remove(sessionId); if (session == null) { // This should not happen in reality. Log.e(TAG, "Session " + sessionId + " is not in Pendingsessions"); return; } // Updates the session status and result. session.updateStatusAndResult(TranscodingSession.STATUS_FINISHED, TranscodingSession.RESULT_SUCCESS, TranscodingSession.ERROR_NONE); // Notifies client the session is done. if (session.mListener != null && session.mListenerExecutor != null) { session.mListenerExecutor.execute( () -> session.mListener.onTranscodingFinished(session)); } } } private void handleTranscodingFailed(int sessionId, int errorCode) { synchronized (mPendingTranscodingSessions) { // Gets the session associated with the sessionId and removes it from // mPendingTranscodingSessions. final TranscodingSession session = mPendingTranscodingSessions.remove(sessionId); if (session == null) { // This should not happen in reality. Log.e(TAG, "Session " + sessionId + " is not in Pendingsessions"); return; } // Updates the session status and result. session.updateStatusAndResult(TranscodingSession.STATUS_FINISHED, TranscodingSession.RESULT_ERROR, errorCode); // Notifies client the session failed. if (session.mListener != null && session.mListenerExecutor != null) { session.mListenerExecutor.execute( () -> session.mListener.onTranscodingFinished(session)); } } } private void handleTranscodingProgressUpdate(int sessionId, int newProgress) { synchronized (mPendingTranscodingSessions) { // Gets the session associated with the sessionId. final TranscodingSession session = mPendingTranscodingSessions.get(sessionId); if (session == null) { // This should not happen in reality. Log.e(TAG, "Session " + sessionId + " is not in Pendingsessions"); return; } // Update session progress and notify clients. session.updateProgress(newProgress); } } private IMediaTranscodingService getService(boolean retry) { // Do not try to get the service on pre-S. The service is lazy-start and getting the // service could block. if (!SdkLevel.isAtLeastS()) { return null; } int retryCount = !retry ? 1 : CONNECT_SERVICE_RETRY_COUNT; Log.i(TAG, "get service with retry " + retryCount); for (int count = 1; count <= retryCount; count++) { Log.d(TAG, "Trying to connect to service. Try count: " + count); IMediaTranscodingService service = IMediaTranscodingService.Stub.asInterface( MediaFrameworkInitializer .getMediaServiceManager() .getMediaTranscodingServiceRegisterer() .get()); if (service != null) { return service; } try { // Sleep a bit before retry. Thread.sleep(INTERVAL_CONNECT_SERVICE_RETRY_MS); } catch (InterruptedException ie) { /* ignore */ } } Log.w(TAG, "Failed to get service"); return null; } /* * Handle client binder died event. * Upon receiving a binder died event of the client, we will do the following: * 1) For the session that is running, notify the client that the session is failed with * error code, so client could choose to retry the session or not. * TODO(hkuang): Add a new error code to signal service died error. * 2) For the sessions that is still pending or paused, we will resubmit the session * once we successfully reconnect to the service and register a new client. * 3) When trying to connect to the service and register a new client. The service may need time * to reboot or never boot up again. So we will retry for a number of times. If we still * could not connect, we will notify client session failure for the pending and paused * sessions. */ private void onClientDied() { synchronized (mLock) { mTranscodingClient = null; } // Delegates the session notification and retry to the executor as it may take some time. mExecutor.execute(() -> { // List to track the sessions that we want to retry. List retrySessions = new ArrayList(); // First notify the client of session failure for all the running sessions. synchronized (mPendingTranscodingSessions) { for (Map.Entry entry : mPendingTranscodingSessions.entrySet()) { TranscodingSession session = entry.getValue(); if (session.getStatus() == TranscodingSession.STATUS_RUNNING) { session.updateStatusAndResult(TranscodingSession.STATUS_FINISHED, TranscodingSession.RESULT_ERROR, TranscodingSession.ERROR_SERVICE_DIED); // Remove the session from pending sessions. mPendingTranscodingSessions.remove(entry.getKey()); if (session.mListener != null && session.mListenerExecutor != null) { Log.i(TAG, "Notify client session failed"); session.mListenerExecutor.execute( () -> session.mListener.onTranscodingFinished(session)); } } else if (session.getStatus() == TranscodingSession.STATUS_PENDING || session.getStatus() == TranscodingSession.STATUS_PAUSED) { // Add the session to retrySessions to handle them later. retrySessions.add(session); } } } // Try to register with the service once it boots up. IMediaTranscodingService service = getService(true /*retry*/); boolean haveTranscodingClient = false; if (service != null) { synchronized (mLock) { mTranscodingClient = registerClient(service); if (mTranscodingClient != null) { haveTranscodingClient = true; } } } for (TranscodingSession session : retrySessions) { // Notify the session failure if we fails to connect to the service or fail // to retry the session. if (!haveTranscodingClient) { // TODO(hkuang): Return correct error code to the client. handleTranscodingFailed(session.getSessionId(), 0 /*unused */); } try { // Do not set hasRetried for retry initiated by MediaTranscodingManager. session.retryInternal(false /*setHasRetried*/); } catch (Exception re) { // TODO(hkuang): Return correct error code to the client. handleTranscodingFailed(session.getSessionId(), 0 /*unused */); } } }); } private void updateStatus(int sessionId, int status) { synchronized (mPendingTranscodingSessions) { final TranscodingSession session = mPendingTranscodingSessions.get(sessionId); if (session == null) { // This should not happen in reality. Log.e(TAG, "Session " + sessionId + " is not in Pendingsessions"); return; } // Updates the session status. session.updateStatus(status); } } // Just forwards all the events to the event handler. private ITranscodingClientCallback mTranscodingClientCallback = new ITranscodingClientCallback.Stub() { // TODO(hkuang): Add more unit test to test difference file open mode. @Override public ParcelFileDescriptor openFileDescriptor(String fileUri, String mode) throws RemoteException { if (!mode.equals("r") && !mode.equals("w") && !mode.equals("rw")) { Log.e(TAG, "Unsupport mode: " + mode); return null; } Uri uri = Uri.parse(fileUri); try { AssetFileDescriptor afd = mContentResolver.openAssetFileDescriptor(uri, mode); if (afd != null) { return afd.getParcelFileDescriptor(); } } catch (FileNotFoundException e) { Log.w(TAG, "Cannot find content uri: " + uri, e); } catch (SecurityException e) { Log.w(TAG, "Cannot open content uri: " + uri, e); } catch (Exception e) { Log.w(TAG, "Unknown content uri: " + uri, e); } return null; } @Override public void onTranscodingStarted(int sessionId) throws RemoteException { updateStatus(sessionId, TranscodingSession.STATUS_RUNNING); } @Override public void onTranscodingPaused(int sessionId) throws RemoteException { updateStatus(sessionId, TranscodingSession.STATUS_PAUSED); } @Override public void onTranscodingResumed(int sessionId) throws RemoteException { updateStatus(sessionId, TranscodingSession.STATUS_RUNNING); } @Override public void onTranscodingFinished(int sessionId, TranscodingResultParcel result) throws RemoteException { handleTranscodingFinished(sessionId, result); } @Override public void onTranscodingFailed(int sessionId, int errorCode) throws RemoteException { handleTranscodingFailed(sessionId, errorCode); } @Override public void onAwaitNumberOfSessionsChanged(int sessionId, int oldAwaitNumber, int newAwaitNumber) throws RemoteException { //TODO(hkuang): Implement this. } @Override public void onProgressUpdate(int sessionId, int newProgress) throws RemoteException { handleTranscodingProgressUpdate(sessionId, newProgress); } }; private ITranscodingClient registerClient(IMediaTranscodingService service) { synchronized (mLock) { try { // Registers the client with MediaTranscoding service. mTranscodingClient = service.registerClient( mTranscodingClientCallback, mPackageName, mPackageName); if (mTranscodingClient != null) { mTranscodingClient.asBinder().linkToDeath(() -> onClientDied(), /* flags */ 0); } } catch (Exception ex) { Log.e(TAG, "Failed to register new client due to exception " + ex); mTranscodingClient = null; } } return mTranscodingClient; } /** * @hide */ public MediaTranscodingManager(@NonNull Context context) { mContext = context; mContentResolver = mContext.getContentResolver(); mPackageName = mContext.getPackageName(); mUid = Os.getuid(); mPid = Os.getpid(); } /** * Abstract base class for all the TranscodingRequest. *

TranscodingRequest encapsulates the desired configuration for the transcoding. */ public abstract static class TranscodingRequest { /** * * Default transcoding type. * @hide */ public static final int TRANSCODING_TYPE_UNKNOWN = 0; /** * TRANSCODING_TYPE_VIDEO indicates that client wants to perform transcoding on a video. *

Note that currently only support transcoding video file in mp4 format. * @hide */ public static final int TRANSCODING_TYPE_VIDEO = 1; /** * TRANSCODING_TYPE_IMAGE indicates that client wants to perform transcoding on an image. * @hide */ public static final int TRANSCODING_TYPE_IMAGE = 2; /** @hide */ @IntDef(prefix = {"TRANSCODING_TYPE_"}, value = { TRANSCODING_TYPE_UNKNOWN, TRANSCODING_TYPE_VIDEO, TRANSCODING_TYPE_IMAGE, }) @Retention(RetentionPolicy.SOURCE) public @interface TranscodingType {} /** * Default value. * * @hide */ public static final int PRIORITY_UNKNOWN = 0; /** * PRIORITY_REALTIME indicates that the transcoding request is time-critical and that the * client wants the transcoding result as soon as possible. *

Set PRIORITY_REALTIME only if the transcoding is time-critical as it will involve * performance penalty due to resource reallocation to prioritize the sessions with higher * priority. * * @hide */ public static final int PRIORITY_REALTIME = 1; /** * PRIORITY_OFFLINE indicates the transcoding is not time-critical and the client does not * need the transcoding result as soon as possible. *

Sessions with PRIORITY_OFFLINE will be scheduled behind PRIORITY_REALTIME. Always set * to * PRIORITY_OFFLINE if client does not need the result as soon as possible and could accept * delay of the transcoding result. * * @hide * */ public static final int PRIORITY_OFFLINE = 2; /** @hide */ @IntDef(prefix = {"PRIORITY_"}, value = { PRIORITY_UNKNOWN, PRIORITY_REALTIME, PRIORITY_OFFLINE, }) @Retention(RetentionPolicy.SOURCE) public @interface TranscodingPriority {} /** Uri of the source media file. */ private @NonNull Uri mSourceUri; /** Uri of the destination media file. */ private @NonNull Uri mDestinationUri; /** FileDescriptor of the source media file. */ private @Nullable ParcelFileDescriptor mSourceFileDescriptor; /** FileDescriptor of the destination media file. */ private @Nullable ParcelFileDescriptor mDestinationFileDescriptor; /** * The UID of the client that the TranscodingRequest is for. Only privileged caller could * set this Uid as only they could do the transcoding on behalf of the client. * -1 means not available. */ private int mClientUid = -1; /** * The Pid of the client that the TranscodingRequest is for. Only privileged caller could * set this Uid as only they could do the transcoding on behalf of the client. * -1 means not available. */ private int mClientPid = -1; /** Type of the transcoding. */ private @TranscodingType int mType = TRANSCODING_TYPE_UNKNOWN; /** Priority of the transcoding. */ private @TranscodingPriority int mPriority = PRIORITY_UNKNOWN; /** * Desired image format for the destination file. *

If this is null, source file's image track will be passed through and copied to the * destination file. * @hide */ private @Nullable MediaFormat mImageFormat = null; @VisibleForTesting private TranscodingTestConfig mTestConfig = null; /** * Prevent public constructor access. */ /* package private */ TranscodingRequest() { } private TranscodingRequest(Builder b) { mSourceUri = b.mSourceUri; mSourceFileDescriptor = b.mSourceFileDescriptor; mDestinationUri = b.mDestinationUri; mDestinationFileDescriptor = b.mDestinationFileDescriptor; mClientUid = b.mClientUid; mClientPid = b.mClientPid; mPriority = b.mPriority; mType = b.mType; mTestConfig = b.mTestConfig; } /** * Return the type of the transcoding. * @hide */ @TranscodingType public int getType() { return mType; } /** Return source uri of the transcoding. */ @NonNull public Uri getSourceUri() { return mSourceUri; } /** * Return source file descriptor of the transcoding. * This will be null if client has not provided it. */ @Nullable public ParcelFileDescriptor getSourceFileDescriptor() { return mSourceFileDescriptor; } /** Return the UID of the client that this request is for. -1 means not available. */ public int getClientUid() { return mClientUid; } /** Return the PID of the client that this request is for. -1 means not available. */ public int getClientPid() { return mClientPid; } /** Return destination uri of the transcoding. */ @NonNull public Uri getDestinationUri() { return mDestinationUri; } /** * Return destination file descriptor of the transcoding. * This will be null if client has not provided it. */ @Nullable public ParcelFileDescriptor getDestinationFileDescriptor() { return mDestinationFileDescriptor; } /** * Return priority of the transcoding. * @hide */ @TranscodingPriority public int getPriority() { return mPriority; } /** * Return TestConfig of the transcoding. * @hide */ @Nullable public TranscodingTestConfig getTestConfig() { return mTestConfig; } abstract void writeFormatToParcel(TranscodingRequestParcel parcel); /* Writes the TranscodingRequest to a parcel. */ private TranscodingRequestParcel writeToParcel(@NonNull Context context) { TranscodingRequestParcel parcel = new TranscodingRequestParcel(); switch (mPriority) { case PRIORITY_OFFLINE: parcel.priority = TranscodingSessionPriority.kUnspecified; break; case PRIORITY_REALTIME: case PRIORITY_UNKNOWN: default: parcel.priority = TranscodingSessionPriority.kNormal; break; } parcel.transcodingType = mType; parcel.sourceFilePath = mSourceUri.toString(); parcel.sourceFd = mSourceFileDescriptor; parcel.destinationFilePath = mDestinationUri.toString(); parcel.destinationFd = mDestinationFileDescriptor; parcel.clientUid = mClientUid; parcel.clientPid = mClientPid; if (mClientUid < 0) { parcel.clientPackageName = context.getPackageName(); } else { String packageName = context.getPackageManager().getNameForUid(mClientUid); // PackageName is optional as some uid does not have package name. Set to // "Unavailable" string in this case. if (packageName == null) { Log.w(TAG, "Failed to find package for uid: " + mClientUid); packageName = "Unavailable"; } parcel.clientPackageName = packageName; } writeFormatToParcel(parcel); if (mTestConfig != null) { parcel.isForTesting = true; parcel.testConfig = mTestConfig; } return parcel; } /** * Builder to build a {@link TranscodingRequest} object. * * @param The subclass to be built. */ abstract static class Builder> { private @NonNull Uri mSourceUri; private @NonNull Uri mDestinationUri; private @Nullable ParcelFileDescriptor mSourceFileDescriptor = null; private @Nullable ParcelFileDescriptor mDestinationFileDescriptor = null; private int mClientUid = -1; private int mClientPid = -1; private @TranscodingType int mType = TRANSCODING_TYPE_UNKNOWN; private @TranscodingPriority int mPriority = PRIORITY_UNKNOWN; private TranscodingTestConfig mTestConfig; abstract T self(); /** * Creates a builder for building {@link TranscodingRequest}s. * * Client must set the source Uri. If client also provides the source fileDescriptor * through is provided by {@link #setSourceFileDescriptor(ParcelFileDescriptor)}, * TranscodingSession will use the fd instead of calling back to the client to open the * sourceUri. * * * @param type The transcoding type. * @param sourceUri Content uri for the source media file. * @param destinationUri Content uri for the destination media file. * */ private Builder(@TranscodingType int type, @NonNull Uri sourceUri, @NonNull Uri destinationUri) { mType = type; if (sourceUri == null || Uri.EMPTY.equals(sourceUri)) { throw new IllegalArgumentException( "You must specify a non-empty source Uri."); } mSourceUri = sourceUri; if (destinationUri == null || Uri.EMPTY.equals(destinationUri)) { throw new IllegalArgumentException( "You must specify a non-empty destination Uri."); } mDestinationUri = destinationUri; } /** * Specifies the fileDescriptor opened from the source media file. * * This call is optional. If the source fileDescriptor is provided, TranscodingSession * will use it directly instead of opening the uri from {@link #Builder(int, Uri, Uri)}. * It is client's responsibility to make sure the fileDescriptor is opened from the * source uri. * @param fileDescriptor a {@link ParcelFileDescriptor} opened from source media file. * @return The same builder instance. * @throws IllegalArgumentException if fileDescriptor is invalid. */ @NonNull public T setSourceFileDescriptor(@NonNull ParcelFileDescriptor fileDescriptor) { if (fileDescriptor == null || fileDescriptor.getFd() < 0) { throw new IllegalArgumentException( "Invalid source descriptor."); } mSourceFileDescriptor = fileDescriptor; return self(); } /** * Specifies the fileDescriptor opened from the destination media file. * * This call is optional. If the destination fileDescriptor is provided, * TranscodingSession will use it directly instead of opening the source uri from * {@link #Builder(int, Uri, Uri)} upon transcoding starts. It is client's * responsibility to make sure the fileDescriptor is opened from the destination uri. * @param fileDescriptor a {@link ParcelFileDescriptor} opened from destination media * file. * @return The same builder instance. * @throws IllegalArgumentException if fileDescriptor is invalid. */ @NonNull public T setDestinationFileDescriptor( @NonNull ParcelFileDescriptor fileDescriptor) { if (fileDescriptor == null || fileDescriptor.getFd() < 0) { throw new IllegalArgumentException( "Invalid destination descriptor."); } mDestinationFileDescriptor = fileDescriptor; return self(); } /** * Specify the UID of the client that this request is for. *

* Only privilege caller with android.permission.WRITE_MEDIA_STORAGE could forward the * pid. Note that the permission check happens on the service side upon starting the * transcoding. If the client does not have the permission, the transcoding will fail. * * @param uid client Uid. * @return The same builder instance. * @throws IllegalArgumentException if uid is invalid. */ @NonNull public T setClientUid(int uid) { if (uid < 0) { throw new IllegalArgumentException("Invalid Uid"); } mClientUid = uid; return self(); } /** * Specify the pid of the client that this request is for. *

* Only privilege caller with android.permission.WRITE_MEDIA_STORAGE could forward the * pid. Note that the permission check happens on the service side upon starting the * transcoding. If the client does not have the permission, the transcoding will fail. * * @param pid client Pid. * @return The same builder instance. * @throws IllegalArgumentException if pid is invalid. */ @NonNull public T setClientPid(int pid) { if (pid < 0) { throw new IllegalArgumentException("Invalid pid"); } mClientPid = pid; return self(); } /** * Specifies the priority of the transcoding. * * @param priority Must be one of the {@code PRIORITY_*} * @return The same builder instance. * @throws IllegalArgumentException if flags is invalid. * @hide */ @NonNull public T setPriority(@TranscodingPriority int priority) { if (priority != PRIORITY_OFFLINE && priority != PRIORITY_REALTIME) { throw new IllegalArgumentException("Invalid priority: " + priority); } mPriority = priority; return self(); } /** * Sets the delay in processing this request. * @param config test config. * @return The same builder instance. * @hide */ @VisibleForTesting @NonNull public T setTestConfig(@NonNull TranscodingTestConfig config) { mTestConfig = config; return self(); } } /** * Abstract base class for all the format resolvers. */ abstract static class MediaFormatResolver { private @NonNull ApplicationMediaCapabilities mClientCaps; /** * Prevents public constructor access. */ /* package private */ MediaFormatResolver() { } /** * Constructs MediaFormatResolver object. * * @param clientCaps An ApplicationMediaCapabilities object containing the client's * capabilities. */ MediaFormatResolver(@NonNull ApplicationMediaCapabilities clientCaps) { if (clientCaps == null) { throw new IllegalArgumentException("Client capabilities must not be null"); } mClientCaps = clientCaps; } /** * Returns the client capabilities. */ @NonNull /* package */ ApplicationMediaCapabilities getClientCapabilities() { return mClientCaps; } abstract boolean shouldTranscode(); } /** * VideoFormatResolver for deciding if video transcoding is needed, and if so, the track * formats to use. */ public static class VideoFormatResolver extends MediaFormatResolver { private static final int BIT_RATE = 20000000; // 20Mbps private MediaFormat mSrcVideoFormatHint; private MediaFormat mSrcAudioFormatHint; /** * Constructs a new VideoFormatResolver object. * * @param clientCaps An ApplicationMediaCapabilities object containing the client's * capabilities. * @param srcVideoFormatHint A MediaFormat object containing information about the * source's video track format that could affect the * transcoding decision. Such information could include video * codec types, color spaces, whether special format info (eg. * slow-motion markers) are present, etc.. If a particular * information is not present, it will not be used to make the * decision. */ public VideoFormatResolver(@NonNull ApplicationMediaCapabilities clientCaps, @NonNull MediaFormat srcVideoFormatHint) { super(clientCaps); mSrcVideoFormatHint = srcVideoFormatHint; } /** * Constructs a new VideoFormatResolver object. * * @param clientCaps An ApplicationMediaCapabilities object containing the client's * capabilities. * @param srcVideoFormatHint A MediaFormat object containing information about the * source's video track format that could affect the * transcoding decision. Such information could include video * codec types, color spaces, whether special format info (eg. * slow-motion markers) are present, etc.. If a particular * information is not present, it will not be used to make the * decision. * @param srcAudioFormatHint A MediaFormat object containing information about the * source's audio track format that could affect the * transcoding decision. * @hide */ VideoFormatResolver(@NonNull ApplicationMediaCapabilities clientCaps, @NonNull MediaFormat srcVideoFormatHint, @NonNull MediaFormat srcAudioFormatHint) { super(clientCaps); mSrcVideoFormatHint = srcVideoFormatHint; mSrcAudioFormatHint = srcAudioFormatHint; } /** * Returns whether the source content should be transcoded. * * @return true if the source should be transcoded. */ public boolean shouldTranscode() { boolean supportHevc = getClientCapabilities().isVideoMimeTypeSupported( MediaFormat.MIMETYPE_VIDEO_HEVC); if (!supportHevc && MediaFormat.MIMETYPE_VIDEO_HEVC.equals( mSrcVideoFormatHint.getString(MediaFormat.KEY_MIME))) { return true; } // TODO: add more checks as needed below. return false; } /** * Retrieves the video track format to be used on * {@link VideoTranscodingRequest.Builder#setVideoTrackFormat(MediaFormat)} for this * configuration. * * @return the video track format to be used if transcoding should be performed, * and null otherwise. * @throws IllegalArgumentException if the hinted source video format contains invalid * parameters. */ @Nullable public MediaFormat resolveVideoFormat() { if (!shouldTranscode()) { return null; } MediaFormat videoTrackFormat = new MediaFormat(mSrcVideoFormatHint); videoTrackFormat.setString(MediaFormat.KEY_MIME, MediaFormat.MIMETYPE_VIDEO_AVC); int width = mSrcVideoFormatHint.getInteger(MediaFormat.KEY_WIDTH, -1); int height = mSrcVideoFormatHint.getInteger(MediaFormat.KEY_HEIGHT, -1); if (width <= 0 || height <= 0) { throw new IllegalArgumentException( "Source Width and height must be larger than 0"); } float frameRate = mSrcVideoFormatHint.getNumber(MediaFormat.KEY_FRAME_RATE, 30.0) .floatValue(); if (frameRate <= 0) { throw new IllegalArgumentException( "frameRate must be larger than 0"); } int bitrate = getAVCBitrate(width, height, frameRate); videoTrackFormat.setInteger(MediaFormat.KEY_BIT_RATE, bitrate); return videoTrackFormat; } /** * Generate a default bitrate with the fixed bpp(bits-per-pixel) 0.25. * This maps to: * 1080P@30fps -> 16Mbps * 1080P@60fps-> 32Mbps * 4K@30fps -> 62Mbps */ private static int getDefaultBitrate(int width, int height, float frameRate) { return (int) (width * height * frameRate * BPP); } /** * Query the bitrate from CamcorderProfile. If there are two profiles that match the * width/height/framerate, we will use the higher one to get better quality. * Return default bitrate if could not find any match profile. */ private static int getAVCBitrate(int width, int height, float frameRate) { int bitrate = -1; int[] cameraIds = {0, 1}; // Profiles ordered in decreasing order of preference. int[] preferQualities = { CamcorderProfile.QUALITY_2160P, CamcorderProfile.QUALITY_1080P, CamcorderProfile.QUALITY_720P, CamcorderProfile.QUALITY_480P, CamcorderProfile.QUALITY_LOW, }; for (int cameraId : cameraIds) { for (int quality : preferQualities) { // Check if camera id has profile for the quality level. if (!CamcorderProfile.hasProfile(cameraId, quality)) { continue; } CamcorderProfile profile = CamcorderProfile.get(cameraId, quality); // Check the width/height/framerate/codec, also consider portrait case. if (((width == profile.videoFrameWidth && height == profile.videoFrameHeight) || (height == profile.videoFrameWidth && width == profile.videoFrameHeight)) && (int) frameRate == profile.videoFrameRate && profile.videoCodec == MediaRecorder.VideoEncoder.H264) { if (bitrate < profile.videoBitRate) { bitrate = profile.videoBitRate; } break; } } } if (bitrate == -1) { Log.w(TAG, "Failed to find CamcorderProfile for w: " + width + "h: " + height + " fps: " + frameRate); bitrate = getDefaultBitrate(width, height, frameRate); } Log.d(TAG, "Using bitrate " + bitrate + " for " + width + " " + height + " " + frameRate); return bitrate; } /** * Retrieves the audio track format to be used for transcoding. * * @return the audio track format to be used if transcoding should be performed, and * null otherwise. * @hide */ @Nullable public MediaFormat resolveAudioFormat() { if (!shouldTranscode()) { return null; } // Audio transcoding is not supported yet, always return null. return null; } } } /** * VideoTranscodingRequest encapsulates the configuration for transcoding a video. */ public static final class VideoTranscodingRequest extends TranscodingRequest { /** * Desired output video format of the destination file. *

If this is null, source file's video track will be passed through and copied to the * destination file. */ private @Nullable MediaFormat mVideoTrackFormat = null; /** * Desired output audio format of the destination file. *

If this is null, source file's audio track will be passed through and copied to the * destination file. */ private @Nullable MediaFormat mAudioTrackFormat = null; private VideoTranscodingRequest(VideoTranscodingRequest.Builder builder) { super(builder); mVideoTrackFormat = builder.mVideoTrackFormat; mAudioTrackFormat = builder.mAudioTrackFormat; } /** * Return the video track format of the transcoding. * This will be null if client has not specified the video track format. */ @NonNull public MediaFormat getVideoTrackFormat() { return mVideoTrackFormat; } @Override void writeFormatToParcel(TranscodingRequestParcel parcel) { parcel.requestedVideoTrackFormat = convertToVideoTrackFormat(mVideoTrackFormat); } /* Converts the MediaFormat to TranscodingVideoTrackFormat. */ private static TranscodingVideoTrackFormat convertToVideoTrackFormat(MediaFormat format) { if (format == null) { throw new IllegalArgumentException("Invalid MediaFormat"); } TranscodingVideoTrackFormat trackFormat = new TranscodingVideoTrackFormat(); if (format.containsKey(MediaFormat.KEY_MIME)) { String mime = format.getString(MediaFormat.KEY_MIME); if (MediaFormat.MIMETYPE_VIDEO_AVC.equals(mime)) { trackFormat.codecType = TranscodingVideoCodecType.kAvc; } else if (MediaFormat.MIMETYPE_VIDEO_HEVC.equals(mime)) { trackFormat.codecType = TranscodingVideoCodecType.kHevc; } else { throw new UnsupportedOperationException("Only support transcode to avc/hevc"); } } if (format.containsKey(MediaFormat.KEY_BIT_RATE)) { int bitrateBps = format.getInteger(MediaFormat.KEY_BIT_RATE); if (bitrateBps <= 0) { throw new IllegalArgumentException("Bitrate must be larger than 0"); } trackFormat.bitrateBps = bitrateBps; } if (format.containsKey(MediaFormat.KEY_WIDTH) && format.containsKey( MediaFormat.KEY_HEIGHT)) { int width = format.getInteger(MediaFormat.KEY_WIDTH); int height = format.getInteger(MediaFormat.KEY_HEIGHT); if (width <= 0 || height <= 0) { throw new IllegalArgumentException("Width and height must be larger than 0"); } // TODO: Validate the aspect ratio after adding scaling. trackFormat.width = width; trackFormat.height = height; } if (format.containsKey(MediaFormat.KEY_PROFILE)) { int profile = format.getInteger(MediaFormat.KEY_PROFILE); if (profile <= 0) { throw new IllegalArgumentException("Invalid codec profile"); } // TODO: Validate the profile according to codec type. trackFormat.profile = profile; } if (format.containsKey(MediaFormat.KEY_LEVEL)) { int level = format.getInteger(MediaFormat.KEY_LEVEL); if (level <= 0) { throw new IllegalArgumentException("Invalid codec level"); } // TODO: Validate the level according to codec type. trackFormat.level = level; } return trackFormat; } /** * Builder class for {@link VideoTranscodingRequest}. */ public static final class Builder extends TranscodingRequest.Builder { /** * Desired output video format of the destination file. *

If this is null, source file's video track will be passed through and * copied to the destination file. */ private @Nullable MediaFormat mVideoTrackFormat = null; /** * Desired output audio format of the destination file. *

If this is null, source file's audio track will be passed through and copied * to the destination file. */ private @Nullable MediaFormat mAudioTrackFormat = null; /** * Creates a builder for building {@link VideoTranscodingRequest}s. * *

Client could only specify the settings that matters to them, e.g. codec format or * bitrate. And by default, transcoding will preserve the original video's settings * (bitrate, framerate, resolution) if not provided. *

Note that some settings may silently fail to apply if the device does not support * them. * @param sourceUri Content uri for the source media file. * @param destinationUri Content uri for the destination media file. * @param videoFormat MediaFormat containing the settings that client wants override in * the original video's video track. * @throws IllegalArgumentException if videoFormat is invalid. */ public Builder(@NonNull Uri sourceUri, @NonNull Uri destinationUri, @NonNull MediaFormat videoFormat) { super(TRANSCODING_TYPE_VIDEO, sourceUri, destinationUri); setVideoTrackFormat(videoFormat); } @Override @NonNull public Builder setClientUid(int uid) { super.setClientUid(uid); return self(); } @Override @NonNull public Builder setClientPid(int pid) { super.setClientPid(pid); return self(); } @Override @NonNull public Builder setSourceFileDescriptor(@NonNull ParcelFileDescriptor fd) { super.setSourceFileDescriptor(fd); return self(); } @Override @NonNull public Builder setDestinationFileDescriptor(@NonNull ParcelFileDescriptor fd) { super.setDestinationFileDescriptor(fd); return self(); } private void setVideoTrackFormat(@NonNull MediaFormat videoFormat) { if (videoFormat == null) { throw new IllegalArgumentException("videoFormat must not be null"); } // Check if the MediaFormat is for video by looking at the MIME type. String mime = videoFormat.containsKey(MediaFormat.KEY_MIME) ? videoFormat.getString(MediaFormat.KEY_MIME) : null; if (mime == null || !mime.startsWith("video/")) { throw new IllegalArgumentException("Invalid video format: wrong mime type"); } mVideoTrackFormat = videoFormat; } /** * @return a new {@link TranscodingRequest} instance successfully initialized * with all the parameters set on this Builder. * @throws UnsupportedOperationException if the parameters set on the * Builder were incompatible, or * if they are not supported by the * device. */ @NonNull public VideoTranscodingRequest build() { return new VideoTranscodingRequest(this); } @Override VideoTranscodingRequest.Builder self() { return this; } } } /** * Handle to an enqueued transcoding operation. An instance of this class represents a single * enqueued transcoding operation. The caller can use that instance to query the status or * progress, and to get the result once the operation has completed. */ public static final class TranscodingSession { /** The session is enqueued but not yet running. */ public static final int STATUS_PENDING = 1; /** The session is currently running. */ public static final int STATUS_RUNNING = 2; /** The session is finished. */ public static final int STATUS_FINISHED = 3; /** The session is paused. */ public static final int STATUS_PAUSED = 4; /** @hide */ @IntDef(prefix = { "STATUS_" }, value = { STATUS_PENDING, STATUS_RUNNING, STATUS_FINISHED, STATUS_PAUSED, }) @Retention(RetentionPolicy.SOURCE) public @interface Status {} /** The session does not have a result yet. */ public static final int RESULT_NONE = 1; /** The session completed successfully. */ public static final int RESULT_SUCCESS = 2; /** The session encountered an error while running. */ public static final int RESULT_ERROR = 3; /** The session was canceled by the caller. */ public static final int RESULT_CANCELED = 4; /** @hide */ @IntDef(prefix = { "RESULT_" }, value = { RESULT_NONE, RESULT_SUCCESS, RESULT_ERROR, RESULT_CANCELED, }) @Retention(RetentionPolicy.SOURCE) public @interface Result {} // The error code exposed here should be in sync with: // frameworks/av/media/libmediatranscoding/aidl/android/media/TranscodingErrorCode.aidl /** @hide */ @IntDef(prefix = { "TRANSCODING_SESSION_ERROR_" }, value = { ERROR_NONE, ERROR_DROPPED_BY_SERVICE, ERROR_SERVICE_DIED}) @Retention(RetentionPolicy.SOURCE) public @interface TranscodingSessionErrorCode{} /** * Constant indicating that no error occurred. */ public static final int ERROR_NONE = 0; /** * Constant indicating that the session is dropped by Transcoding service due to hitting * the limit, e.g. too many back to back transcoding happen in a short time frame. */ public static final int ERROR_DROPPED_BY_SERVICE = 1; /** * Constant indicating the backing transcoding service is died. Client should enqueue the * the request again. */ public static final int ERROR_SERVICE_DIED = 2; /** Listener that gets notified when the progress changes. */ @FunctionalInterface public interface OnProgressUpdateListener { /** * Called when the progress changes. The progress is in percentage between 0 and 1, * where 0 means the session has not yet started and 100 means that it has finished. * * @param session The session associated with the progress. * @param progress The new progress ranging from 0 ~ 100 inclusive. */ void onProgressUpdate(@NonNull TranscodingSession session, @IntRange(from = 0, to = 100) int progress); } private final MediaTranscodingManager mManager; private Executor mListenerExecutor; private OnTranscodingFinishedListener mListener; private int mSessionId = -1; // Lock for internal state. private final Object mLock = new Object(); @GuardedBy("mLock") private Executor mProgressUpdateExecutor = null; @GuardedBy("mLock") private OnProgressUpdateListener mProgressUpdateListener = null; @GuardedBy("mLock") private int mProgress = 0; @GuardedBy("mLock") private int mProgressUpdateInterval = 0; @GuardedBy("mLock") private @Status int mStatus = STATUS_PENDING; @GuardedBy("mLock") private @Result int mResult = RESULT_NONE; @GuardedBy("mLock") private @TranscodingSessionErrorCode int mErrorCode = ERROR_NONE; @GuardedBy("mLock") private boolean mHasRetried = false; // The original request that associated with this session. private final TranscodingRequest mRequest; private TranscodingSession( @NonNull MediaTranscodingManager manager, @NonNull TranscodingRequest request, @NonNull TranscodingSessionParcel parcel, @NonNull @CallbackExecutor Executor executor, @NonNull OnTranscodingFinishedListener listener) { Objects.requireNonNull(manager, "manager must not be null"); Objects.requireNonNull(parcel, "parcel must not be null"); Objects.requireNonNull(executor, "listenerExecutor must not be null"); Objects.requireNonNull(listener, "listener must not be null"); mManager = manager; mSessionId = parcel.sessionId; mListenerExecutor = executor; mListener = listener; mRequest = request; } /** * Set a progress listener. * @param executor The executor on which listener will be invoked. * @param listener The progress listener. */ public void setOnProgressUpdateListener( @NonNull @CallbackExecutor Executor executor, @NonNull OnProgressUpdateListener listener) { synchronized (mLock) { Objects.requireNonNull(executor, "listenerExecutor must not be null"); Objects.requireNonNull(listener, "listener must not be null"); mProgressUpdateExecutor = executor; mProgressUpdateListener = listener; } } /** Removes the progress listener if any. */ public void clearOnProgressUpdateListener() { synchronized (mLock) { mProgressUpdateExecutor = null; mProgressUpdateListener = null; } } private void updateStatusAndResult(@Status int sessionStatus, @Result int sessionResult, @TranscodingSessionErrorCode int errorCode) { synchronized (mLock) { mStatus = sessionStatus; mResult = sessionResult; mErrorCode = errorCode; } } /** * Retrieve the error code associated with the RESULT_ERROR. */ public @TranscodingSessionErrorCode int getErrorCode() { synchronized (mLock) { return mErrorCode; } } /** * Resubmit the transcoding session to the service. * Note that only the session that fails or gets cancelled could be retried and each session * could be retried only once. After that, Client need to enqueue a new request if they want * to try again. * * @return true if successfully resubmit the job to service. False otherwise. * @throws UnsupportedOperationException if the retry could not be fulfilled. * @hide */ public boolean retry() { return retryInternal(true /*setHasRetried*/); } // TODO(hkuang): Add more test for it. private boolean retryInternal(boolean setHasRetried) { synchronized (mLock) { if (mStatus == STATUS_PENDING || mStatus == STATUS_RUNNING) { throw new UnsupportedOperationException( "Failed to retry as session is in processing"); } if (mHasRetried) { throw new UnsupportedOperationException("Session has been retried already"); } // Get the client interface. ITranscodingClient client = mManager.getTranscodingClient(); if (client == null) { Log.e(TAG, "Service rebooting. Try again later"); return false; } synchronized (mManager.mPendingTranscodingSessions) { try { // Submits the request to MediaTranscoding service. TranscodingSessionParcel sessionParcel = new TranscodingSessionParcel(); if (!client.submitRequest(mRequest.writeToParcel(mManager.mContext), sessionParcel)) { mHasRetried = true; throw new UnsupportedOperationException("Failed to enqueue request"); } // Replace the old session id wit the new one. mSessionId = sessionParcel.sessionId; // Adds the new session back into pending sessions. mManager.mPendingTranscodingSessions.put(mSessionId, this); } catch (RemoteException re) { return false; } mStatus = STATUS_PENDING; mHasRetried = setHasRetried ? true : false; } } return true; } /** * Cancels the transcoding session and notify the listener. * If the session happened to finish before being canceled this call is effectively a no-op * and will not update the result in that case. */ public void cancel() { synchronized (mLock) { // Check if the session is finished already. if (mStatus != STATUS_FINISHED) { try { ITranscodingClient client = mManager.getTranscodingClient(); // The client may be gone. if (client != null) { client.cancelSession(mSessionId); } } catch (RemoteException re) { //TODO(hkuang): Find out what to do if failing to cancel the session. Log.e(TAG, "Failed to cancel the session due to exception: " + re); } mStatus = STATUS_FINISHED; mResult = RESULT_CANCELED; // Notifies client the session is canceled. mListenerExecutor.execute(() -> mListener.onTranscodingFinished(this)); } } } /** * Gets the progress of the transcoding session. The progress is between 0 and 100, where 0 * means that the session has not yet started and 100 means that it is finished. For the * cancelled session, the progress will be the last updated progress before it is cancelled. * @return The progress. */ @IntRange(from = 0, to = 100) public int getProgress() { synchronized (mLock) { return mProgress; } } /** * Gets the status of the transcoding session. * @return The status. */ public @Status int getStatus() { synchronized (mLock) { return mStatus; } } /** * Adds a client uid that is also waiting for this transcoding session. *

* Only privilege caller with android.permission.WRITE_MEDIA_STORAGE could add the * uid. Note that the permission check happens on the service side upon starting the * transcoding. If the client does not have the permission, the transcoding will fail. * @param uid the additional client uid to be added. * @return true if successfully added, false otherwise. */ public boolean addClientUid(int uid) { if (uid < 0) { throw new IllegalArgumentException("Invalid Uid"); } // Get the client interface. ITranscodingClient client = mManager.getTranscodingClient(); if (client == null) { Log.e(TAG, "Service is dead..."); return false; } try { if (!client.addClientUid(mSessionId, uid)) { Log.e(TAG, "Failed to add client uid"); return false; } } catch (Exception ex) { Log.e(TAG, "Failed to get client uids due to " + ex); return false; } return true; } /** * Query all the client that waiting for this transcoding session * @return a list containing all the client uids. */ @NonNull public List getClientUids() { List uidList = new ArrayList(); // Get the client interface. ITranscodingClient client = mManager.getTranscodingClient(); if (client == null) { Log.e(TAG, "Service is dead..."); return uidList; } try { int[] clientUids = client.getClientUids(mSessionId); for (int i : clientUids) { uidList.add(i); } } catch (Exception ex) { Log.e(TAG, "Failed to get client uids due to " + ex); } return uidList; } /** * Gets sessionId of the transcoding session. * @return session id. */ public int getSessionId() { return mSessionId; } /** * Gets the result of the transcoding session. * @return The result. */ public @Result int getResult() { synchronized (mLock) { return mResult; } } @Override public String toString() { String result; String status; switch (mResult) { case RESULT_NONE: result = "RESULT_NONE"; break; case RESULT_SUCCESS: result = "RESULT_SUCCESS"; break; case RESULT_ERROR: result = "RESULT_ERROR(" + mErrorCode + ")"; break; case RESULT_CANCELED: result = "RESULT_CANCELED"; break; default: result = String.valueOf(mResult); break; } switch (mStatus) { case STATUS_PENDING: status = "STATUS_PENDING"; break; case STATUS_PAUSED: status = "STATUS_PAUSED"; break; case STATUS_RUNNING: status = "STATUS_RUNNING"; break; case STATUS_FINISHED: status = "STATUS_FINISHED"; break; default: status = String.valueOf(mStatus); break; } return String.format(" session: {id: %d, status: %s, result: %s, progress: %d}", mSessionId, status, result, mProgress); } private void updateProgress(int newProgress) { synchronized (mLock) { mProgress = newProgress; if (mProgressUpdateExecutor != null && mProgressUpdateListener != null) { final OnProgressUpdateListener listener = mProgressUpdateListener; mProgressUpdateExecutor.execute( () -> listener.onProgressUpdate(this, newProgress)); } } } private void updateStatus(int newStatus) { synchronized (mLock) { mStatus = newStatus; } } } private ITranscodingClient getTranscodingClient() { synchronized (mLock) { return mTranscodingClient; } } /** * Enqueues a TranscodingRequest for execution. *

Upon successfully accepting the request, MediaTranscodingManager will return a * {@link TranscodingSession} to the client. Client should use {@link TranscodingSession} to * track the progress and get the result. *

MediaTranscodingManager will return null if fails to accept the request due to service * rebooting. Client could retry again after receiving null. * * @param transcodingRequest The TranscodingRequest to enqueue. * @param listenerExecutor Executor on which the listener is notified. * @param listener Listener to get notified when the transcoding session is finished. * @return A TranscodingSession for this operation. * @throws UnsupportedOperationException if the request could not be fulfilled. */ @Nullable public TranscodingSession enqueueRequest( @NonNull TranscodingRequest transcodingRequest, @NonNull @CallbackExecutor Executor listenerExecutor, @NonNull OnTranscodingFinishedListener listener) { Log.i(TAG, "enqueueRequest called."); Objects.requireNonNull(transcodingRequest, "transcodingRequest must not be null"); Objects.requireNonNull(listenerExecutor, "listenerExecutor must not be null"); Objects.requireNonNull(listener, "listener must not be null"); // Converts the request to TranscodingRequestParcel. TranscodingRequestParcel requestParcel = transcodingRequest.writeToParcel(mContext); Log.i(TAG, "Getting transcoding request " + transcodingRequest.getSourceUri()); // Submits the request to MediaTranscoding service. try { TranscodingSessionParcel sessionParcel = new TranscodingSessionParcel(); // Synchronizes the access to mPendingTranscodingSessions to make sure the session Id is // inserted in the mPendingTranscodingSessions in the callback handler. synchronized (mPendingTranscodingSessions) { synchronized (mLock) { if (mTranscodingClient == null) { // Try to register with the service again. IMediaTranscodingService service = getService(false /*retry*/); if (service == null) { Log.w(TAG, "Service rebooting. Try again later"); return null; } mTranscodingClient = registerClient(service); // If still fails, throws an exception to tell client to try later. if (mTranscodingClient == null) { Log.w(TAG, "Service rebooting. Try again later"); return null; } } if (!mTranscodingClient.submitRequest(requestParcel, sessionParcel)) { throw new UnsupportedOperationException("Failed to enqueue request"); } } // Wraps the TranscodingSessionParcel into a TranscodingSession and returns it to // client for tracking. TranscodingSession session = new TranscodingSession(this, transcodingRequest, sessionParcel, listenerExecutor, listener); // Adds the new session into pending sessions. mPendingTranscodingSessions.put(session.getSessionId(), session); return session; } } catch (RemoteException ex) { Log.w(TAG, "Service rebooting. Try again later"); return null; } catch (ServiceSpecificException ex) { throw new UnsupportedOperationException( "Failed to submit request to Transcoding service. Error: " + ex); } } }