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ai.djl.util.Ec2Utils Maven / Gradle / Ivy
/*
* Copyright 2022 Amazon.com, Inc. or its affiliates. All Rights Reserved.
*
* Licensed under the Apache License, Version 2.0 (the "License"). You may not use this file except in compliance
* with the License. A copy of the License is located at
*
* http://aws.amazon.com/apache2.0/
*
* or in the "license" file accompanying this file. This file 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 ai.djl.util;
import ai.djl.engine.Engine;
import com.google.gson.JsonObject;
import org.slf4j.Logger;
import org.slf4j.LoggerFactory;
import java.io.IOException;
import java.io.InputStream;
import java.io.Reader;
import java.net.HttpURLConnection;
import java.net.Proxy;
import java.net.URL;
import java.nio.file.Files;
import java.nio.file.Path;
import java.nio.file.Paths;
import java.time.Duration;
/** A utility class to retrieve EC2 metadata. */
public final class Ec2Utils {
private static final Logger logger = LoggerFactory.getLogger(Ec2Utils.class);
private static final String ENDPOINT_METADATA_FILE =
"/opt/ml/.sagemaker_infra/endpoint-metadata.json";
private static final String TOKEN_URL = "http://169.254.169.254/latest/api/token";
private static final String EC2_METADATA = "http://169.254.169.254/latest/meta-data/";
private static final long ONE_DAY = Duration.ofDays(1).toMillis();
private static long lastCheckIn;
private Ec2Utils() {}
/**
* Check if the current environment is SageMaker.
*
* @return true if the current environment is SageMaker
*/
public static boolean isSageMaker() {
return Files.exists(Paths.get(ENDPOINT_METADATA_FILE));
}
/**
* Returns the EC2 metadata for specified key.
*
* @param key the key to retrieve
* @return the EC2 metadata for specified key
*/
public static String readMetadata(String key) {
HttpURLConnection conn = null;
try {
String header = "X-aws-ec2-metadata-token";
String token = getToken();
String url = EC2_METADATA + key;
conn = openConnection(new URL(url), "GET", header, token);
int statusCode = conn.getResponseCode();
if (statusCode == HttpURLConnection.HTTP_OK) {
try (InputStream is = conn.getInputStream()) {
return Utils.toString(is);
}
} else {
String reason = conn.getResponseMessage();
logger.debug("Failed to get EC2 metadata: {} {}", statusCode, reason);
}
} catch (IOException ignore) {
// ignore
} finally {
if (conn != null) {
conn.disconnect();
}
}
return null;
}
/**
* Sends telemetry information.
*
* @param engine the default engine name
*/
public static void callHome(String engine) {
if (Boolean.getBoolean("offline")
|| Boolean.parseBoolean(Utils.getEnvOrSystemProperty("OPT_OUT_TRACKING"))
|| System.currentTimeMillis() - lastCheckIn < ONE_DAY) {
return;
}
lastCheckIn = System.currentTimeMillis();
String instanceId;
String region;
// If running on SageMaker, read from endpoint metadata file
if (isSageMaker()) {
instanceId = readEndpointMetadata("ResourceId");
region = Utils.getenv("AWS_REGION");
} else { // Else, read from EC2 metadata API
instanceId = readMetadata("instance-id");
region = readMetadata("placement/region");
}
if (instanceId == null || region == null || region.length() == 0) {
return;
}
String url =
"https://djl-telemetry-"
+ region
+ ".s3."
+ region
+ ".amazonaws.com/telemetry.txt?instance-id="
+ instanceId
+ "&version="
+ Engine.getDjlVersion()
+ "&engine="
+ engine;
HttpURLConnection conn = null;
try {
conn = openConnection(new URL(url), "GET", null, null);
int statusCode = conn.getResponseCode();
if (statusCode != HttpURLConnection.HTTP_OK) {
logger.debug("telemetry: {} {}", statusCode, conn.getResponseMessage());
} else {
logger.info(
"DJL will collect telemetry to help us better understand our users’ needs,"
+ " diagnose issues, and deliver additional features. If you would like"
+ " to learn more or opt-out please go to:"
+ " https://docs.djl.ai/docs/telemetry.html for more information.");
}
} catch (IOException e) {
logger.debug("Failed call home.");
} finally {
if (conn != null) {
conn.disconnect();
}
}
}
private static String getToken() {
HttpURLConnection conn = null;
try {
String header = "X-aws-ec2-metadata-token-ttl-seconds";
conn = openConnection(new URL(TOKEN_URL), "PUT", header, "21600");
int statusCode = conn.getResponseCode();
if (statusCode == HttpURLConnection.HTTP_OK) {
try (InputStream is = conn.getInputStream()) {
return Utils.toString(is);
}
} else {
logger.debug("EC2 IMDSv2: {} {}", statusCode, conn.getResponseMessage());
}
} catch (IOException ignore) {
// ignore
} finally {
if (conn != null) {
conn.disconnect();
}
}
return null;
}
private static String readEndpointMetadata(String key) {
Path path = Paths.get(ENDPOINT_METADATA_FILE);
try (Reader reader = Files.newBufferedReader(path)) {
JsonObject json = JsonUtils.GSON.fromJson(reader, JsonObject.class);
return json.get(key).getAsString();
} catch (IOException e) {
// ignore
}
return null;
}
private static HttpURLConnection openConnection(
URL url, String method, String header, String value) throws IOException {
HttpURLConnection conn = (HttpURLConnection) url.openConnection(Proxy.NO_PROXY);
conn.setConnectTimeout(1000);
conn.setReadTimeout(1000);
conn.setRequestMethod(method);
conn.setDoOutput(true);
conn.addRequestProperty("Accept", "*/*");
conn.addRequestProperty("User-Agent", "djl");
if (value != null) {
conn.addRequestProperty(header, value);
}
conn.setInstanceFollowRedirects(false);
conn.connect();
return conn;
}
}
