/*
* Seldon -- open source prediction engine
* =======================================
* Copyright 2011-2015 Seldon Technologies Ltd and Rummble Ltd (http://www.seldon.io/)
*
**********************************************************************************************
*
* 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 io.seldon.external;
import io.seldon.api.APIException;
import io.seldon.api.state.GlobalConfigHandler;
import io.seldon.api.state.GlobalConfigUpdateListener;
import io.seldon.clustering.recommender.RecommendationContext.OptionsHolder;
import io.seldon.external.ExternalPredictionServer.PredictionServerConfig;
import io.seldon.plugins.PluginService;
import java.io.IOException;
import java.net.URI;
import java.net.URISyntaxException;
import org.apache.http.client.methods.CloseableHttpResponse;
import org.apache.http.client.methods.HttpGet;
import org.apache.http.client.protocol.HttpClientContext;
import org.apache.http.client.utils.URIBuilder;
import org.apache.http.impl.client.CloseableHttpClient;
import org.apache.http.impl.client.HttpClients;
import org.apache.http.impl.conn.PoolingHttpClientConnectionManager;
import org.apache.http.protocol.HttpContext;
import org.apache.log4j.Logger;
import org.codehaus.jackson.JsonFactory;
import org.codehaus.jackson.JsonNode;
import org.codehaus.jackson.JsonParser;
import org.codehaus.jackson.map.ObjectMapper;
import org.springframework.beans.factory.annotation.Autowired;
import org.springframework.stereotype.Component;
@Component
public class ExternalPluginServer implements GlobalConfigUpdateListener, PluginService {
private static Logger logger = Logger.getLogger(ExternalPluginServer.class.getName());
private static final String name = ExternalPluginServer.class.getName();
private static final String URL_PROPERTY_NAME="io.seldon.algorithm.external.url";
private static final String ZK_CONFIG_TEMP = "plugin_server";
private PoolingHttpClientConnectionManager cm;
private CloseableHttpClient httpClient;
ObjectMapper mapper = new ObjectMapper();
public String getName()
{
return name;
}
public static class PluginServerConfig {
public int maxConnections;
}
@Autowired
public ExternalPluginServer(GlobalConfigHandler globalConfigHandler){
cm = new PoolingHttpClientConnectionManager();
cm.setMaxTotal(150);
cm.setDefaultMaxPerRoute(150);
httpClient = HttpClients.custom()
.setConnectionManager(cm)
.build();
globalConfigHandler.addSubscriber(ZK_CONFIG_TEMP, this);
}
@Override
public void configUpdated(String configKey, String configValue) {
if (configValue != null && configValue.length() > 0)
{
ObjectMapper mapper = new ObjectMapper();
try {
PredictionServerConfig config = mapper.readValue(configValue, PredictionServerConfig.class);
cm = new PoolingHttpClientConnectionManager();
cm.setMaxTotal(config.maxConnections);
cm.setDefaultMaxPerRoute(config.maxConnections);
httpClient = HttpClients.custom()
.setConnectionManager(cm)
.build();
logger.info("Updated httpclient to use "+config.maxConnections+" max connections");
} catch (Exception e) {
throw new RuntimeException(String.format("* Error * parsing statsd configValue[%s]", configValue),e);
}
}
}
@Override
public JsonNode execute(JsonNode payload, OptionsHolder options) {
long timeNow = System.currentTimeMillis();
URI uri = URI.create(options.getStringOption(URL_PROPERTY_NAME));
try {
URIBuilder builder = new URIBuilder().setScheme("http")
.setHost(uri.getHost())
.setPort(uri.getPort())
.setPath(uri.getPath())
.setParameter("json", payload.toString());
uri = builder.build();
} catch (URISyntaxException e)
{
throw new APIException(APIException.GENERIC_ERROR);
}
HttpContext context = HttpClientContext.create();
HttpGet httpGet = new HttpGet(uri);
try
{
if (logger.isDebugEnabled())
logger.debug("Requesting " + httpGet.getURI().toString());
CloseableHttpResponse resp = httpClient.execute(httpGet, context);
if(resp.getStatusLine().getStatusCode() == 200)
{
JsonFactory factory = mapper.getJsonFactory();
JsonParser parser = factory.createJsonParser(resp.getEntity().getContent());
JsonNode actualObj = mapper.readTree(parser);
if (logger.isDebugEnabled())
logger.debug("External prediction server took "+(System.currentTimeMillis()-timeNow) + "ms");
return actualObj;
}
else
{
logger.error("Couldn't retrieve prediction from external prediction server -- bad http return code: " + resp.getStatusLine().getStatusCode());
throw new APIException(APIException.GENERIC_ERROR);
}
}
catch (IOException e)
{
logger.error("Couldn't retrieve prediction from external prediction server - ", e);
throw new APIException(APIException.GENERIC_ERROR);
}
}
}