generateNotificationsJob and indexNotificationsJob
This commit is contained in:
parent
69008e20c2
commit
210d6c0e6d
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@ -0,0 +1,184 @@
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package eu.dnetlib.dhp.broker.oa;
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import java.util.Date;
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import java.util.HashMap;
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import java.util.List;
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import java.util.Map;
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import java.util.stream.Collectors;
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import org.apache.commons.codec.digest.DigestUtils;
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import org.apache.commons.io.IOUtils;
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import org.apache.commons.lang3.StringUtils;
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import org.apache.http.client.methods.CloseableHttpResponse;
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import org.apache.http.client.methods.HttpGet;
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import org.apache.http.impl.client.CloseableHttpClient;
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import org.apache.http.impl.client.HttpClients;
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import org.apache.spark.SparkConf;
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import org.apache.spark.api.java.function.FlatMapFunction;
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import org.apache.spark.api.java.function.MapFunction;
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import org.apache.spark.sql.Dataset;
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import org.apache.spark.sql.Encoder;
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import org.apache.spark.sql.Encoders;
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import org.apache.spark.sql.SparkSession;
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import org.apache.spark.util.LongAccumulator;
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import org.slf4j.Logger;
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import org.slf4j.LoggerFactory;
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import com.fasterxml.jackson.databind.ObjectMapper;
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import eu.dnetlib.dhp.application.ArgumentApplicationParser;
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import eu.dnetlib.dhp.broker.model.ConditionParams;
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import eu.dnetlib.dhp.broker.model.Event;
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import eu.dnetlib.dhp.broker.model.MappedFields;
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import eu.dnetlib.dhp.broker.model.Notification;
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import eu.dnetlib.dhp.broker.model.Subscription;
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import eu.dnetlib.dhp.broker.oa.util.ClusterUtils;
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import eu.dnetlib.dhp.broker.oa.util.NotificationGroup;
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import eu.dnetlib.dhp.broker.oa.util.SubscriptionUtils;
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public class GenerateNotificationsJob {
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private static final Logger log = LoggerFactory.getLogger(GenerateNotificationsJob.class);
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public static void main(final String[] args) throws Exception {
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final ArgumentApplicationParser parser = new ArgumentApplicationParser(
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IOUtils
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.toString(GenerateNotificationsJob.class
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.getResourceAsStream("/eu/dnetlib/dhp/broker/oa/generate_notifications.json")));
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parser.parseArgument(args);
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final SparkConf conf = new SparkConf();
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final String eventsPath = parser.get("outputDir") + "/events";
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log.info("eventsPath: {}", eventsPath);
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final String notificationsPath = parser.get("outputDir") + "/notifications";
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log.info("notificationsPath: {}", notificationsPath);
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final String brokerApiBaseUrl = parser.get("brokerApiBaseUrl");
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log.info("brokerApiBaseUrl: {}", brokerApiBaseUrl);
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final SparkSession spark = SparkSession.builder().config(conf).getOrCreate();
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final LongAccumulator total = spark.sparkContext().longAccumulator("total_notifications");
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final long startTime = new Date().getTime();
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final List<Subscription> subscriptions = listSubscriptions(brokerApiBaseUrl);
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log.info("Number of subscriptions: " + subscriptions.size());
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if (subscriptions.size() > 0) {
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final Map<String, Map<String, List<ConditionParams>>> conditionsMap = prepareConditionsMap(subscriptions);
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log.info("ConditionsMap: " + new ObjectMapper().writeValueAsString(conditionsMap));
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final Encoder<NotificationGroup> ngEncoder = Encoders.bean(NotificationGroup.class);
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final Encoder<Notification> nEncoder = Encoders.bean(Notification.class);
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final Dataset<Notification> notifications = ClusterUtils
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.readPath(spark, eventsPath, Event.class)
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.map((MapFunction<Event, NotificationGroup>) e -> generateNotifications(e, subscriptions, conditionsMap, startTime), ngEncoder)
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.flatMap((FlatMapFunction<NotificationGroup, Notification>) g -> g.getData().iterator(), nEncoder);
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ClusterUtils.save(notifications, notificationsPath, Notification.class, total);
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}
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}
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protected static Map<String, Map<String, List<ConditionParams>>> prepareConditionsMap(
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final List<Subscription> subscriptions) {
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final Map<String, Map<String, List<ConditionParams>>> map = new HashMap<>();
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subscriptions.forEach(s -> map.put(s.getSubscriptionId(), s.conditionsAsMap()));
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return map;
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}
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protected static NotificationGroup generateNotifications(final Event e,
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final List<Subscription> subscriptions,
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final Map<String, Map<String, List<ConditionParams>>> conditionsMap,
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final long date) {
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final List<Notification> list = subscriptions
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.stream()
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.filter(s -> StringUtils.isBlank(s.getTopic()) || s.getTopic().equals("*") || s.getTopic().equals(e.getTopic()))
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.filter(s -> verifyConditions(e.getMap(), conditionsMap.get(s.getSubscriptionId())))
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.map(s -> generateNotification(s, e, date))
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.collect(Collectors.toList());
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return new NotificationGroup(list);
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}
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private static Notification generateNotification(final Subscription s, final Event e, final long date) {
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final Notification n = new Notification();
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n.setNotificationId("ntf-" + DigestUtils.md5Hex(s.getSubscriptionId() + "@@@" + e.getEventId()));
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n.setSubscriptionId(s.getSubscriptionId());
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n.setEventId(e.getEventId());
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n.setProducerId(e.getProducerId());
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n.setTopic(e.getTopic());
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n.setPayload(e.getPayload());
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n.setMap(e.getMap());
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n.setDate(date);
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return n;
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}
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private static boolean verifyConditions(final MappedFields map,
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final Map<String, List<ConditionParams>> conditions) {
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if (conditions.containsKey("targetDatasourceName")
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&& !SubscriptionUtils
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.verifyExact(map.getTargetDatasourceName(), conditions.get("targetDatasourceName").get(0).getValue())) {
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return false;
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}
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if (conditions.containsKey("trust")
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&& !SubscriptionUtils
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.verifyFloatRange(map.getTrust(), conditions.get("trust").get(0).getValue(), conditions.get("trust").get(0).getOtherValue())) {
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return false;
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}
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if (conditions.containsKey("targetDateofacceptance") && !conditions
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.get("targetDateofacceptance")
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.stream()
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.anyMatch(c -> SubscriptionUtils
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.verifyDateRange(map.getTargetDateofacceptance(), c.getValue(), c.getOtherValue()))) {
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return false;
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}
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if (conditions.containsKey("targetResultTitle")
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&& !conditions
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.get("targetResultTitle")
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.stream()
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.anyMatch(c -> SubscriptionUtils.verifySimilar(map.getTargetResultTitle(), c.getValue()))) {
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return false;
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}
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if (conditions.containsKey("targetAuthors")
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&& !conditions
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.get("targetAuthors")
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.stream()
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.allMatch(c -> SubscriptionUtils.verifyListSimilar(map.getTargetAuthors(), c.getValue()))) {
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return false;
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}
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return !conditions.containsKey("targetSubjects")
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|| conditions
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.get("targetSubjects")
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.stream()
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.allMatch(c -> SubscriptionUtils.verifyListExact(map.getTargetSubjects(), c.getValue()));
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}
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private static List<Subscription> listSubscriptions(final String brokerApiBaseUrl) throws Exception {
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final String url = brokerApiBaseUrl + "/api/subscriptions";
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final HttpGet req = new HttpGet(url);
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final ObjectMapper mapper = new ObjectMapper();
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try (final CloseableHttpClient client = HttpClients.createDefault()) {
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try (final CloseableHttpResponse response = client.execute(req)) {
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final String s = IOUtils.toString(response.getEntity().getContent());
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return mapper
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.readValue(s, mapper.getTypeFactory().constructCollectionType(List.class, Subscription.class));
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}
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}
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}
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}
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@ -2,28 +2,22 @@
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package eu.dnetlib.dhp.broker.oa;
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import java.io.IOException;
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import java.util.Date;
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import java.util.HashMap;
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import java.util.List;
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import java.util.Map;
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import java.util.stream.Collectors;
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import org.apache.commons.codec.digest.DigestUtils;
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import org.apache.commons.io.IOUtils;
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import org.apache.commons.lang3.StringUtils;
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import org.apache.http.client.methods.CloseableHttpResponse;
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import org.apache.http.client.methods.HttpDelete;
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import org.apache.http.client.methods.HttpGet;
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import org.apache.http.impl.client.CloseableHttpClient;
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import org.apache.http.impl.client.HttpClients;
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import org.apache.spark.SparkConf;
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import org.apache.spark.api.java.function.FlatMapFunction;
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import org.apache.spark.api.java.JavaRDD;
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import org.apache.spark.api.java.function.MapFunction;
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import org.apache.spark.sql.Dataset;
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import org.apache.spark.sql.Encoder;
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import org.apache.spark.sql.Encoders;
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import org.apache.spark.sql.SparkSession;
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import org.apache.spark.util.LongAccumulator;
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import org.elasticsearch.spark.rdd.api.java.JavaEsSpark;
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import org.slf4j.Logger;
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import org.slf4j.LoggerFactory;
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@ -31,14 +25,8 @@ import com.fasterxml.jackson.core.JsonProcessingException;
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import com.fasterxml.jackson.databind.ObjectMapper;
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import eu.dnetlib.dhp.application.ArgumentApplicationParser;
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import eu.dnetlib.dhp.broker.model.ConditionParams;
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import eu.dnetlib.dhp.broker.model.Event;
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import eu.dnetlib.dhp.broker.model.MappedFields;
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import eu.dnetlib.dhp.broker.model.Notification;
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import eu.dnetlib.dhp.broker.model.Subscription;
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import eu.dnetlib.dhp.broker.oa.util.ClusterUtils;
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import eu.dnetlib.dhp.broker.oa.util.NotificationGroup;
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import eu.dnetlib.dhp.broker.oa.util.SubscriptionUtils;
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public class IndexNotificationsJob {
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@ -48,15 +36,14 @@ public class IndexNotificationsJob {
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final ArgumentApplicationParser parser = new ArgumentApplicationParser(
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IOUtils
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.toString(
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IndexNotificationsJob.class
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.toString(IndexNotificationsJob.class
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.getResourceAsStream("/eu/dnetlib/dhp/broker/oa/index_notifications.json")));
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parser.parseArgument(args);
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final SparkConf conf = new SparkConf();
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final String eventsPath = parser.get("outputDir") + "/events";
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log.info("eventsPath: {}", eventsPath);
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final String notificationsPath = parser.get("outputDir") + "/notifications";
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log.info("notificationsPath: {}", notificationsPath);
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final String index = parser.get("index");
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log.info("index: {}", index);
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@ -83,131 +70,38 @@ public class IndexNotificationsJob {
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final LongAccumulator total = spark.sparkContext().longAccumulator("total_indexed");
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final long startTime = new Date().getTime();
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final Long date = ClusterUtils
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.readPath(spark, notificationsPath, Notification.class)
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.first()
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.getDate();
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final List<Subscription> subscriptions = listSubscriptions(brokerApiBaseUrl);
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log.info("Number of subscriptions: " + subscriptions.size());
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if (subscriptions.size() > 0) {
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final Map<String, Map<String, List<ConditionParams>>> conditionsMap = prepareConditionsMap(subscriptions);
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log.info("ConditionsMap: " + new ObjectMapper().writeValueAsString(conditionsMap));
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final Encoder<NotificationGroup> ngEncoder = Encoders.bean(NotificationGroup.class);
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final Encoder<Notification> nEncoder = Encoders.bean(Notification.class);
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final Dataset<Notification> notifications = ClusterUtils
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.readPath(spark, eventsPath, Event.class)
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.map(
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(MapFunction<Event, NotificationGroup>) e -> generateNotifications(
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e, subscriptions, conditionsMap, startTime),
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ngEncoder)
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.flatMap((FlatMapFunction<NotificationGroup, Notification>) g -> g.getData().iterator(), nEncoder);
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notifications
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final JavaRDD<String> toIndexRdd = ClusterUtils
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.readPath(spark, notificationsPath, Notification.class)
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.map((MapFunction<Notification, String>) n -> prepareForIndexing(n, total), Encoders.STRING())
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.javaRDD()
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.saveAsTextFile("/tmp/IndexNotificationsJob_test_6504");
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}
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}
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.javaRDD();
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protected static Map<String, Map<String, List<ConditionParams>>> prepareConditionsMap(
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final List<Subscription> subscriptions) {
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final Map<String, Map<String, List<ConditionParams>>> map = new HashMap<>();
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subscriptions.forEach(s -> map.put(s.getSubscriptionId(), s.conditionsAsMap()));
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return map;
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}
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final Map<String, String> esCfg = new HashMap<>();
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protected static NotificationGroup generateNotifications(final Event e,
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final List<Subscription> subscriptions,
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final Map<String, Map<String, List<ConditionParams>>> conditionsMap,
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final long date) {
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final List<Notification> list = subscriptions
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.stream()
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.filter(
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s -> StringUtils.isBlank(s.getTopic()) || s.getTopic().equals("*") || s.getTopic().equals(e.getTopic()))
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.filter(s -> verifyConditions(e.getMap(), conditionsMap.get(s.getSubscriptionId())))
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.map(s -> generateNotification(s, e, date))
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.collect(Collectors.toList());
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esCfg.put("es.index.auto.create", "false");
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esCfg.put("es.nodes", indexHost);
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esCfg.put("es.mapping.id", "notificationId"); // THE PRIMARY KEY
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esCfg.put("es.batch.write.retry.count", esBatchWriteRetryCount);
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esCfg.put("es.batch.write.retry.wait", esBatchWriteRetryWait);
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esCfg.put("es.batch.size.entries", esBatchSizeEntries);
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esCfg.put("es.nodes.wan.only", esNodesWanOnly);
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return new NotificationGroup(list);
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}
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log.info("*** Start indexing");
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JavaEsSpark.saveJsonToEs(toIndexRdd, index, esCfg);
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log.info("*** End indexing");
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private static Notification generateNotification(final Subscription s, final Event e, final long date) {
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final Notification n = new Notification();
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n.setNotificationId("ntf-" + DigestUtils.md5Hex(s.getSubscriptionId() + "@@@" + e.getEventId()));
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n.setSubscriptionId(s.getSubscriptionId());
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n.setEventId(e.getEventId());
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n.setProducerId(e.getProducerId());
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n.setTopic(e.getTopic());
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n.setPayload(e.getPayload());
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n.setMap(e.getMap());
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n.setDate(date);
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return n;
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}
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log.info("*** Deleting old notifications");
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final String message = deleteOldNotifications(brokerApiBaseUrl, date - 1000);
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log.info("*** Deleted notifications: {}", message);
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private static boolean verifyConditions(final MappedFields map,
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final Map<String, List<ConditionParams>> conditions) {
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if (conditions.containsKey("targetDatasourceName")
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&& !SubscriptionUtils
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.verifyExact(map.getTargetDatasourceName(), conditions.get("targetDatasourceName").get(0).getValue())) {
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return false;
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}
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log.info("*** sendNotifications (emails, ...)");
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sendNotifications(brokerApiBaseUrl, date - 1000);
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log.info("*** ALL done.");
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if (conditions.containsKey("trust")
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&& !SubscriptionUtils
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.verifyFloatRange(
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map.getTrust(), conditions.get("trust").get(0).getValue(),
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conditions.get("trust").get(0).getOtherValue())) {
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return false;
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}
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if (conditions.containsKey("targetDateofacceptance") && !conditions
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.get("targetDateofacceptance")
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.stream()
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.anyMatch(
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c -> SubscriptionUtils
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.verifyDateRange(map.getTargetDateofacceptance(), c.getValue(), c.getOtherValue()))) {
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return false;
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}
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if (conditions.containsKey("targetResultTitle")
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&& !conditions
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.get("targetResultTitle")
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.stream()
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.anyMatch(c -> SubscriptionUtils.verifySimilar(map.getTargetResultTitle(), c.getValue()))) {
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return false;
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}
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if (conditions.containsKey("targetAuthors")
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&& !conditions
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.get("targetAuthors")
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.stream()
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.allMatch(c -> SubscriptionUtils.verifyListSimilar(map.getTargetAuthors(), c.getValue()))) {
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return false;
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}
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return !conditions.containsKey("targetSubjects")
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|| conditions
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.get("targetSubjects")
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.stream()
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.allMatch(c -> SubscriptionUtils.verifyListExact(map.getTargetSubjects(), c.getValue()));
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}
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private static List<Subscription> listSubscriptions(final String brokerApiBaseUrl) throws Exception {
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final String url = brokerApiBaseUrl + "/api/subscriptions";
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final HttpGet req = new HttpGet(url);
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final ObjectMapper mapper = new ObjectMapper();
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try (final CloseableHttpClient client = HttpClients.createDefault()) {
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try (final CloseableHttpResponse response = client.execute(req)) {
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final String s = IOUtils.toString(response.getEntity().getContent());
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return mapper
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.readValue(s, mapper.getTypeFactory().constructCollectionType(List.class, Subscription.class));
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}
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}
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}
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private static String deleteOldNotifications(final String brokerApiBaseUrl, final long l) throws Exception {
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@ -542,6 +542,30 @@
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<arg>--dbPassword</arg><arg>${brokerDbPassword}</arg>
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<arg>--brokerApiBaseUrl</arg><arg>${brokerApiBaseUrl}</arg>
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</spark>
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<ok to="generate_notifications"/>
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<error to="Kill"/>
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</action>
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<action name="generate_notifications">
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<spark xmlns="uri:oozie:spark-action:0.2">
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<master>yarn</master>
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<mode>cluster</mode>
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<name>GenerateNotificationsJob</name>
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<class>eu.dnetlib.dhp.broker.oa.GenerateNotificationsJob</class>
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<jar>dhp-broker-events-${projectVersion}.jar</jar>
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<spark-opts>
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--executor-cores=${sparkExecutorCores}
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--executor-memory=${sparkExecutorMemory}
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--driver-memory=${sparkDriverMemory}
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--conf spark.extraListeners=${spark2ExtraListeners}
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--conf spark.sql.queryExecutionListeners=${spark2SqlQueryExecutionListeners}
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--conf spark.yarn.historyServer.address=${spark2YarnHistoryServerAddress}
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--conf spark.eventLog.dir=${nameNode}${spark2EventLogDir}
|
||||
--conf spark.sql.shuffle.partitions=3840
|
||||
</spark-opts>
|
||||
<arg>--outputDir</arg><arg>${outputDir}</arg>
|
||||
<arg>--brokerApiBaseUrl</arg><arg>${brokerApiBaseUrl}</arg>
|
||||
</spark>
|
||||
<ok to="index_notifications"/>
|
||||
<error to="Kill"/>
|
||||
</action>
|
||||
|
|
|
|||
|
|
@ -0,0 +1,14 @@
|
|||
[
|
||||
{
|
||||
"paramName": "o",
|
||||
"paramLongName": "outputDir",
|
||||
"paramDescription": "the dir that contains the events folder",
|
||||
"paramRequired": true
|
||||
},
|
||||
{
|
||||
"paramName": "broker",
|
||||
"paramLongName": "brokerApiBaseUrl",
|
||||
"paramDescription": "the url of the broker service api",
|
||||
"paramRequired": true
|
||||
}
|
||||
]
|
||||
|
|
@ -119,12 +119,36 @@
|
|||
</configuration>
|
||||
</global>
|
||||
|
||||
<start to="index_notifications"/>
|
||||
<start to="generate_notifications"/>
|
||||
|
||||
<kill name="Kill">
|
||||
<message>Action failed, error message[${wf:errorMessage(wf:lastErrorNode())}]</message>
|
||||
</kill>
|
||||
|
||||
<action name="generate_notifications">
|
||||
<spark xmlns="uri:oozie:spark-action:0.2">
|
||||
<master>yarn</master>
|
||||
<mode>cluster</mode>
|
||||
<name>GenerateNotificationsJob</name>
|
||||
<class>eu.dnetlib.dhp.broker.oa.GenerateNotificationsJob</class>
|
||||
<jar>dhp-broker-events-${projectVersion}.jar</jar>
|
||||
<spark-opts>
|
||||
--executor-cores=${sparkExecutorCores}
|
||||
--executor-memory=${sparkExecutorMemory}
|
||||
--driver-memory=${sparkDriverMemory}
|
||||
--conf spark.extraListeners=${spark2ExtraListeners}
|
||||
--conf spark.sql.queryExecutionListeners=${spark2SqlQueryExecutionListeners}
|
||||
--conf spark.yarn.historyServer.address=${spark2YarnHistoryServerAddress}
|
||||
--conf spark.eventLog.dir=${nameNode}${spark2EventLogDir}
|
||||
--conf spark.sql.shuffle.partitions=3840
|
||||
</spark-opts>
|
||||
<arg>--outputDir</arg><arg>${outputDir}</arg>
|
||||
<arg>--brokerApiBaseUrl</arg><arg>${brokerApiBaseUrl}</arg>
|
||||
</spark>
|
||||
<ok to="index_notifications"/>
|
||||
<error to="Kill"/>
|
||||
</action>
|
||||
|
||||
<action name="index_notifications">
|
||||
<spark xmlns="uri:oozie:spark-action:0.2">
|
||||
<master>yarn</master>
|
||||
|
|
@ -135,6 +159,7 @@
|
|||
<spark-opts>
|
||||
--executor-memory=${sparkExecutorMemory}
|
||||
--driver-memory=${sparkDriverMemory}
|
||||
--conf spark.dynamicAllocation.maxExecutors="8"
|
||||
--conf spark.extraListeners=${spark2ExtraListeners}
|
||||
--conf spark.sql.queryExecutionListeners=${spark2SqlQueryExecutionListeners}
|
||||
--conf spark.yarn.historyServer.address=${spark2YarnHistoryServerAddress}
|
||||
|
|
|
|||
Loading…
Reference in New Issue