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@gai6948
Created January 26, 2021 04:50
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Sample code parsing video frame in KVS using KVS Java Parser Library
package com.example.videomonitoring.kvsframeparser;
import java.nio.ByteBuffer;
import java.nio.charset.StandardCharsets;
import java.util.Optional;
import javax.imageio.ImageIO;
import java.awt.image.BufferedImage;
import java.awt.image.DataBufferByte;
import java.io.ByteArrayOutputStream;
import java.io.File;
import java.io.FileOutputStream;
import java.io.IOException;
import java.io.OutputStream;
import com.amazonaws.kinesisvideo.parser.mkv.Frame;
import com.amazonaws.kinesisvideo.parser.mkv.FrameProcessException;
import com.amazonaws.kinesisvideo.parser.utilities.FragmentMetadata;
import com.amazonaws.kinesisvideo.parser.utilities.H264FrameDecoder;
import com.amazonaws.kinesisvideo.parser.utilities.MkvTrackMetadata;
import com.amazonaws.kinesisvideo.parser.utilities.FragmentMetadataVisitor.MkvTagProcessor;
import com.amazonaws.services.kinesis.AmazonKinesis;
import com.amazonaws.services.kinesis.model.PutRecordRequest;
// import com.google.common.primitives.Longs;
import com.amazonaws.services.kinesis.model.PutRecordResult;
import lombok.extern.slf4j.Slf4j;
/**
* A class provided to the KVS Parser Library that captures the frame and its
* producer timestamp, pass them as bytestring to a Kinesis Data Stream
*
* @param kinesisClient The Kinesis Data Stream Async Client
*/
@Slf4j
public class KvsH264FrameProcessor extends H264FrameDecoder {
final AmazonKinesis kinesisClient;
final String dataStreamName;
final String videoStreamName;
final int processFPS;
static long lastProcessedFrameTimeStamp = 0;
public KvsH264FrameProcessor(AmazonKinesis kinesisClient, String dataStreamName, String videoStreamName, int processFPS) {
this.kinesisClient = kinesisClient;
this.dataStreamName = dataStreamName;
this.videoStreamName = videoStreamName;
this.processFPS = processFPS;
}
@Override
public void process(Frame frame, MkvTrackMetadata trackMetadata, Optional<FragmentMetadata> fragmentMetadata,
Optional<MkvTagProcessor> tagProcessor) throws FrameProcessException {
// Calculating timestamp of the frame
int frameTimeDelta = frame.getTimeCode();
long fragmentStartTime = fragmentMetadata.get().getProducerSideTimestampMillis();
long frameTimeStamp = fragmentStartTime + frameTimeDelta;
// Process frame at specified fps, ignore frame that is 1000/fps ms from latest processed timestamp
if (frameTimeStamp > lastProcessedFrameTimeStamp + 1000/processFPS) {
lastProcessedFrameTimeStamp = frameTimeStamp;
// Obtain size of the frame
int frameWidth = trackMetadata.getPixelWidth().get().intValue();
int frameHeight = trackMetadata.getPixelHeight().get().intValue();
// Decode frame with H264 codecs
final BufferedImage bufferedImage = decodeH264Frame(frame, trackMetadata);
// byte[] frameData = ((DataBufferByte)bufferedImage.getData().getDataBuffer()).getData();
// Put record into Kinesis Data Stream
try {
byte[] frameData = toByteArray(bufferedImage);
putRecord(frameData, frameTimeStamp, frameWidth, frameHeight);
} catch (IOException e) {
System.out.println("Exception: " + e);
}
// DEBUG ONLY
// try {
// byte[] frameData = toByteArray(bufferedImage);
// String filepath = "/Users/gaiuscyw/Projects/video-monitoring-solution/cdk/src/lambda/ppe-detector-function/raw-java-frame.png";
// File file = new File(filepath);
// OutputStream os = new FileOutputStream(file);
// os.write(frameData);
// os.close();
// System.out.println("Frame written");
// System.out.println(frameData.length);
// } catch (IOException e) {
// System.out.println("Exception: " + e);
// }
}
}
private byte[] toByteArray(BufferedImage img) throws IOException {
ByteArrayOutputStream baos = new ByteArrayOutputStream();
ImageIO.write(img, "png", baos);
byte[] bytes = baos.toByteArray();
return bytes;
}
private void putRecord(byte[] frameData, long frameTimeStamp, int frameWidth, int frameHeight) {
// Embed timestamp, frame dimension along with frame data in a blob and put to Kinesis
// First 13 bytes belong to timestamp (utf-8 encoded)
String timeStamp = String.valueOf(frameTimeStamp);
byte[] timestampByte = timeStamp.getBytes(StandardCharsets.UTF_8);
// Width and Height of the frame each takes 4 bytes
ByteBuffer widthBuffer = ByteBuffer.allocate(4);
ByteBuffer heightBuffer = ByteBuffer.allocate(4);
widthBuffer.putInt(frameWidth);
heightBuffer.putInt(frameHeight);
byte[] widthByte = widthBuffer.array();
byte[] heightByte = heightBuffer.array();
System.out.println(frameWidth);
System.out.println(frameHeight);
// Package the blob
byte[] data = new byte[timestampByte.length + widthByte.length + heightByte.length + frameData.length];
int offset = 0;
System.arraycopy(timestampByte, 0, data, offset, timestampByte.length);
offset += timestampByte.length;
System.arraycopy(widthByte, 0, data, offset, widthByte.length);
offset += widthByte.length;
System.arraycopy(heightByte, 0, data, offset, heightByte.length);
offset += heightByte.length;
System.arraycopy(frameData, 0, data, offset, frameData.length);
PutRecordRequest request = new PutRecordRequest()
.withStreamName(dataStreamName)
.withPartitionKey(videoStreamName)
.withSequenceNumberForOrdering(timeStamp)
.withData(ByteBuffer.wrap(data));
try {
PutRecordResult kinesisResult = kinesisClient.putRecord(request);
log.info("Frame of size {} KB and with producer timestamp {} put to Kinesis Data Stream, shard {} sequence number {}", (frameData.length)/1000, frameTimeStamp, kinesisResult.getShardId(), kinesisResult.getSequenceNumber());
} catch (Exception e) {
log.error("Error putting record into Kinesis: {}", e.getMessage());
}
}
@Override
public void close() {
}
}
@gai6948
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gai6948 commented Feb 2, 2021

May i know what all the dependencies are required to run above application, It will helps me a lot
Advance thanks

it worked with the followings, but not sure if everything is really required:
boto3==1.16.2
botocore==1.19.2
imageio==2.9.0
imageio-ffmpeg==0.4.2
jmespath==0.10.0
numpy==1.19.2
opencv-python-headless==4.4.0.44
Pillow==8.0.0
python-dateutil==2.8.1
s3transfer==0.3.3
six==1.15.0
urllib3==1.25.11

As above class in java ..so, why do we need python dependencies

sorry mistakened that, here are the extract from my pom.xml

<dependencies> <!-- https://mvnrepository.com/artifact/com.amazonaws/amazon-kinesis-video-streams-parser-library --> <dependency> <groupId>com.amazonaws</groupId> <artifactId>amazon-kinesis-video-streams-parser-library</artifactId> <version>1.0.13</version> </dependency> <dependency> <groupId>org.projectlombok</groupId> <artifactId>lombok</artifactId> <version>1.18.10</version> <scope>provided</scope> </dependency> <dependency> <groupId>org.apache.commons</groupId> <artifactId>commons-lang3</artifactId> <version>3.6</version> </dependency> <dependency> <groupId>org.slf4j</groupId> <artifactId>slf4j-api</artifactId> <version>1.7.10</version> </dependency> <dependency> <groupId>org.slf4j</groupId> <artifactId>slf4j-log4j12</artifactId> <version>1.7.25</version> </dependency> <dependency> <groupId>org.apache.logging.log4j</groupId> <artifactId>log4j-api</artifactId> <version>2.8.1</version> </dependency> <dependency> <groupId>org.apache.logging.log4j</groupId> <artifactId>log4j-core</artifactId> <version>2.13.2</version> </dependency> </dependencies>

@BodapatlaKiranReddy
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BodapatlaKiranReddy commented Feb 2, 2021

Thanks for the quick response.
My Requirement is I need to read frame by frame data when live streaming happens in Kinesis video stream.
though the above class will be helpful ..but how to run that class parallely while streaming continues in KVS?
1)what values needs to be supplied below
final AmazonKinesis kinesisClient;
final int processFPS;

2)How the process method dyanamically receives the values when Kinesis video stream is running?

any suggestion it will be helpful to me

@gai6948
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gai6948 commented Feb 2, 2021

Thanks for the quick response.
My Requirement is I need to read frame by frame data when live streaming happens in Kinesis video stream.
any suggestion it will be helpful to me

I am solving the same exact problem, my solution is to have a container running a consumer process as long as there is video in KVS.

What I wrote was just two Java classes, the one above (KvsH264FrameProcessor.java) and this one KvsConsumer.java

In my case I was putting the entire decoded frame into Kinesis Data Stream, but you can do other stuffs you want of course

@BodapatlaKiranReddy
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Thanks for the quick response.
My Requirement is I need to read frame by frame data when live streaming happens in Kinesis video stream.
any suggestion it will be helpful to me

I am solving the same exact problem, my solution is to have a container running a consumer process as long as there is video in KVS.

What I wrote was just two Java classes, the one above (KvsH264FrameProcessor.java) and this one KvsConsumer.java

Congrats for the efforts you put to solve it.
thanks for providing consumer class and i will also try it

Please let me know the update on this once it is successfully implemented

@HariKiran9313
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Hi,

Do you have any sample of KVS producer integrating with webcam in java
I am trying with https://github.com/backdoorcodr/amazon-kinesis-video-streams-producer-sdk-java having issues native library version(expected a bit older one i,e 1.2v but from latest SDK we have 2.0v) and dependency issues.

Any help or suggestion appreciated

@gai6948
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gai6948 commented Feb 9, 2021

Hi,

Do you have any sample of KVS producer integrating with webcam in java
I am trying with https://github.com/backdoorcodr/amazon-kinesis-video-streams-producer-sdk-java having issues native library version(expected a bit older one i,e 1.2v but from latest SDK we have 2.0v) and dependency issues.

Any help or suggestion appreciated

Have you tried the examples in the parser library? like this one , it works for me. if somehow the java producer doesn't work for you then you can use Gstreamer plugin, which works for all platforms (i tried on Mac and Raspberry Pi)

@BodapatlaKiranReddy
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Hi,
Do you have any sample of KVS producer integrating with webcam in java
I am trying with https://github.com/backdoorcodr/amazon-kinesis-video-streams-producer-sdk-java having issues native library version(expected a bit older one i,e 1.2v but from latest SDK we have 2.0v) and dependency issues.
Any help or suggestion appreciated

Have you tried the examples in the parser library? like this one , it works for me. if somehow the java producer doesn't work for you then you can use Gstreamer plugin, which works for all platforms (i tried on Mac and Raspberry Pi)

I feel you are understanding is different, what i need is through my laptop webcam i need to push the live video to kinesis video stream that too using java.
Yes as you said Gstreamer plugin is option but in my case i have to do it in java.

@gai6948
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gai6948 commented Feb 9, 2021

Hi,
Do you have any sample of KVS producer integrating with webcam in java
I am trying with https://github.com/backdoorcodr/amazon-kinesis-video-streams-producer-sdk-java having issues native library version(expected a bit older one i,e 1.2v but from latest SDK we have 2.0v) and dependency issues.
Any help or suggestion appreciated

Have you tried the examples in the parser library? like this one , it works for me. if somehow the java producer doesn't work for you then you can use Gstreamer plugin, which works for all platforms (i tried on Mac and Raspberry Pi)

I feel you are understanding is different, what i need is through my laptop webcam i need to push the live video to kinesis video stream that too using java.
Yes as you said Gstreamer plugin is option but in my case i have to do it in java.

The example I pointed to is in Java, and it uses your webcam, I don't understand what you mean, did you try to run the example?

@BodapatlaKiranReddy
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Hi,
Do you have any sample of KVS producer integrating with webcam in java
I am trying with https://github.com/backdoorcodr/amazon-kinesis-video-streams-producer-sdk-java having issues native library version(expected a bit older one i,e 1.2v but from latest SDK we have 2.0v) and dependency issues.
Any help or suggestion appreciated

Have you tried the examples in the parser library? like this one , it works for me. if somehow the java producer doesn't work for you then you can use Gstreamer plugin, which works for all platforms (i tried on Mac and Raspberry Pi)

I feel you are understanding is different, what i need is through my laptop webcam i need to push the live video to kinesis video stream that too using java.
Yes as you said Gstreamer plugin is option but in my case i have to do it in java.

The example I pointed to is in Java, and it uses your webcam, I don't understand what you mean, did you try to run the example?

I don't see any webcam configuration in the java file which you have pointed
EX:
image

i am just trying you to understand my use case i,e; consider above pic when i run application the the web cam should turn on ...and in the kinesis video stream console in the media play back we must able to see the exact which is shown in the web cam that is live(Ex: consider like videocall) in simple the producer SDK application should have to connect to my webcam and display.

Yes i ran the example two cases show the already stored MP4 file and the last one is retrieving what is going on live in KVS but my use case is KVS should display live from webcam.

The latest kinesis producer SDK gives sample demo not connected any device(webcam) but i want is i need to configure the webcam and push it to KVS

KindRegards:
Kiran
ph: 91-9533978243

@gai6948
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gai6948 commented Feb 9, 2021

Hi,
Do you have any sample of KVS producer integrating with webcam in java
I am trying with https://github.com/backdoorcodr/amazon-kinesis-video-streams-producer-sdk-java having issues native library version(expected a bit older one i,e 1.2v but from latest SDK we have 2.0v) and dependency issues.
Any help or suggestion appreciated

Have you tried the examples in the parser library? like this one , it works for me. if somehow the java producer doesn't work for you then you can use Gstreamer plugin, which works for all platforms (i tried on Mac and Raspberry Pi)

I feel you are understanding is different, what i need is through my laptop webcam i need to push the live video to kinesis video stream that too using java.
Yes as you said Gstreamer plugin is option but in my case i have to do it in java.

The example I pointed to is in Java, and it uses your webcam, I don't understand what you mean, did you try to run the example?

I don't see any webcam configuration in the java file which you have pointed
EX:
image

i am just trying you to understand my use case i,e; consider above pic when i run application the the web cam should turn on ...and in the kinesis video stream console in the media play back we must able to see the exact which is shown in the web cam that is live(Ex: consider like videocall) in simple the producer SDK application should have to connect to my webcam and display.

Yes i ran the example two cases show the already stored MP4 file and the last one is retrieving what is going on live in KVS but my use case is KVS should display live from webcam.

The latest kinesis producer SDK gives sample demo not connected any device(webcam) but i want is i need to configure the webcam and push it to KVS

KindRegards:
Kiran
ph: 91-9533978243

The example should just work with webcam, I am also using Macbook's webcam with the example... Hard to understand what makes your webcam not working, but since I am not quite familiar with the Java producer library, I suggest you raise an issue in the producer library's GIthub.

@BodapatlaKiranReddy
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Thanks for your response, definitely i will raise an issue.
If possible can you post code snip it would help me understand.

@gai6948
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gai6948 commented Feb 19, 2021

Thanks for your response, definitely i will raise an issue.
If possible can you post code snip it would help me understand.

I just ran the example on the repo without changing any code

@BodapatlaKiranReddy
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BodapatlaKiranReddy commented Feb 22, 2021

Thanks for your response, definitely i will raise an issue.
If possible can you post code snip it would help me understand.

I just ran the example on the repo without changing any code

Thanks for the response,
https://github.com/awslabs/amazon-kinesis-video-streams-producer-sdk-java
i hope you ran example using above git link if not let me know the git repo you have used.

The producer sdk doesn't have the webcam configuration either in demo or putmedia classes ..how did you achieve that? or else u have added any external webcam-api?
help me on this.

@gai6948
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gai6948 commented Feb 26, 2021

Thanks for your response, definitely i will raise an issue.
If possible can you post code snip it would help me understand.

I just ran the example on the repo without changing any code

Thanks for the response,
https://github.com/awslabs/amazon-kinesis-video-streams-producer-sdk-java
i hope you ran example using above git link if not let me know the git repo you have used.

The producer sdk doesn't have the webcam configuration either in demo or putmedia classes ..how did you achieve that? or else u have added any external webcam-api?
help me on this.

I didn't configure any settings if I remember, I was just using a Macbook built-in webcam

@gai6948
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gai6948 commented Mar 31, 2021

Thanks for the quick response.
My Requirement is I need to read frame by frame data when live streaming happens in Kinesis video stream.
any suggestion it will be helpful to me

I am solving the same exact problem, my solution is to have a container running a consumer process as long as there is video in KVS.
What I wrote was just two Java classes, the one above (KvsH264FrameProcessor.java) and this one KvsConsumer.java

Congrats for the efforts you put to solve it.
thanks for providing consumer class and i will also try it

Please let me know the update on this once it is successfully implemented

I have recently used Python to produce video into KVS, using the Gstreamer plugin included in the C++ SDK, I highly suggest you try with the C++ SDK first, because the Java SDK is also built on top of the C++ SDK. If your camera works with V4L2 or GStreamer, then it should work.

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