forked from antonis.lempesis/dnet-hadoop
notification indexing
This commit is contained in:
parent
da470422d3
commit
82ed8edafd
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package eu.dnetlib.dhp.broker.model;
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import java.io.Serializable;
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public class ConditionParams implements Serializable {
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/**
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*
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*/
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private static final long serialVersionUID = 2719901844537516110L;
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private String value;
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private String otherValue;
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public String getValue() {
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return value;
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}
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public void setValue(final String value) {
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this.value = value;
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}
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public String getOtherValue() {
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return otherValue;
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}
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public void setOtherValue(final String otherValue) {
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this.otherValue = otherValue;
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}
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}
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package eu.dnetlib.dhp.broker.model;
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import java.io.Serializable;
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import java.util.ArrayList;
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import java.util.List;
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import com.fasterxml.jackson.annotation.JsonIgnoreProperties;
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@JsonIgnoreProperties(ignoreUnknown = true)
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public class MapCondition implements Serializable {
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/**
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*
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*/
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private static final long serialVersionUID = -7137490975452466813L;
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private String field;
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private List<ConditionParams> listParams = new ArrayList<>();
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public String getField() {
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return field;
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}
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public void setField(final String field) {
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this.field = field;
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}
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public List<ConditionParams> getListParams() {
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return listParams;
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}
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public void setListParams(final List<ConditionParams> listParams) {
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this.listParams = listParams;
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}
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}
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package eu.dnetlib.dhp.broker.model;
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import java.io.Serializable;
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public class Notification implements Serializable {
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/**
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*
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*/
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private static final long serialVersionUID = -1770420972526995727L;
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private String notificationId;
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private String subscriptionId;
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private String producerId;
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private String eventId;
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private String topic;
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private Long date;
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private String payload;
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private MappedFields map;
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public String getNotificationId() {
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return notificationId;
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}
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public void setNotificationId(final String notificationId) {
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this.notificationId = notificationId;
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}
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public String getSubscriptionId() {
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return subscriptionId;
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}
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public void setSubscriptionId(final String subscriptionId) {
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this.subscriptionId = subscriptionId;
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}
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public String getProducerId() {
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return producerId;
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}
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public void setProducerId(final String producerId) {
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this.producerId = producerId;
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}
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public String getEventId() {
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return eventId;
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}
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public void setEventId(final String eventId) {
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this.eventId = eventId;
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}
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public String getTopic() {
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return topic;
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}
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public void setTopic(final String topic) {
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this.topic = topic;
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}
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public String getPayload() {
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return payload;
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}
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public void setPayload(final String payload) {
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this.payload = payload;
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}
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public MappedFields getMap() {
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return map;
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}
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public void setMap(final MappedFields map) {
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this.map = map;
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}
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public Long getDate() {
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return date;
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}
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public void setDate(final Long date) {
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this.date = date;
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}
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}
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package eu.dnetlib.dhp.broker.model;
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import java.io.Serializable;
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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 com.fasterxml.jackson.annotation.JsonIgnoreProperties;
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import com.fasterxml.jackson.databind.ObjectMapper;
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@JsonIgnoreProperties(ignoreUnknown = true)
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public class Subscription implements Serializable {
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/**
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*
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*/
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private static final long serialVersionUID = 1051702214740830010L;
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private String subscriptionId;
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private String subscriber;
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private String topic;
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private String conditions;
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public String getSubscriptionId() {
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return subscriptionId;
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}
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public void setSubscriptionId(final String subscriptionId) {
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this.subscriptionId = subscriptionId;
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}
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public String getSubscriber() {
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return subscriber;
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}
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public void setSubscriber(final String subscriber) {
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this.subscriber = subscriber;
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}
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public String getTopic() {
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return topic;
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}
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public void setTopic(final String topic) {
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this.topic = topic;
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}
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public String getConditions() {
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return conditions;
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}
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public void setConditions(final String conditions) {
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this.conditions = conditions;
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}
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public Map<String, List<ConditionParams>> conditionsAsMap() {
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final ObjectMapper mapper = new ObjectMapper();
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try {
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final List<MapCondition> list = mapper
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.readValue(
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getConditions(), mapper.getTypeFactory().constructCollectionType(List.class, MapCondition.class));
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return list
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.stream()
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.filter(mc -> !mc.getListParams().isEmpty())
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.collect(Collectors.toMap(MapCondition::getField, MapCondition::getListParams));
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} catch (final Exception e) {
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throw new RuntimeException(e);
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}
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}
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}
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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.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.JavaRDD;
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import org.apache.spark.sql.Dataset;
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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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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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private static final Logger log = LoggerFactory.getLogger(IndexNotificationsJob.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(
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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("workingPath") + "/events";
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log.info("eventsPath: {}", eventsPath);
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final String index = parser.get("index");
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log.info("index: {}", index);
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final String indexHost = parser.get("esHost");
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log.info("indexHost: {}", indexHost);
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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_indexed");
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final long now = 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 Dataset<Notification> notifications = ClusterUtils
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.readPath(spark, eventsPath, Event.class)
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.map(e -> generateNotifications(e, subscriptions, now), Encoders.bean(NotificationGroup.class))
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.flatMap(g -> g.getData().iterator(), Encoders.bean(Notification.class));
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final JavaRDD<String> inputRdd = notifications
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.map(n -> prepareForIndexing(n, total), Encoders.STRING())
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.javaRDD();
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final Map<String, String> esCfg = new HashMap<>();
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// esCfg.put("es.nodes", "10.19.65.51, 10.19.65.52, 10.19.65.53, 10.19.65.54");
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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", "8");
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esCfg.put("es.batch.write.retry.wait", "60s");
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esCfg.put("es.batch.size.entries", "200");
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esCfg.put("es.nodes.wan.only", "true");
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log.info("*** Start indexing");
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JavaEsSpark.saveJsonToEs(inputRdd, index, esCfg);
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log.info("*** End indexing");
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}
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}
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private static NotificationGroup generateNotifications(final Event e,
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final List<Subscription> subscriptions,
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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 -> s.getTopic().equals(e.getTopic()))
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.filter(s -> verifyConditions(e.getMap(), s.conditionsAsMap()))
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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(
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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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if (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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return false;
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}
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return true;
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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 prepareForIndexing(final Notification n, final LongAccumulator acc)
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throws JsonProcessingException {
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acc.add(1);
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return new ObjectMapper().writeValueAsString(n);
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}
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}
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package eu.dnetlib.dhp.broker.oa.util;
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import java.io.Serializable;
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import java.util.ArrayList;
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import java.util.List;
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import eu.dnetlib.dhp.broker.model.Notification;
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public class NotificationGroup implements Serializable {
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/**
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*
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*/
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private static final long serialVersionUID = 720996471281158977L;
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private List<Notification> data = new ArrayList<>();
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public NotificationGroup() {
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}
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public NotificationGroup(final List<Notification> data) {
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this.data = data;
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}
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public List<Notification> getData() {
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return data;
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}
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public void setData(final List<Notification> data) {
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this.data = data;
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}
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public NotificationGroup addElement(final Notification elem) {
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data.add(elem);
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return this;
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}
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public NotificationGroup addGroup(final NotificationGroup group) {
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data.addAll(group.getData());
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return this;
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}
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}
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package eu.dnetlib.dhp.broker.oa.util;
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import java.text.ParseException;
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import java.util.List;
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import org.apache.commons.lang3.StringUtils;
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import org.apache.commons.lang3.math.NumberUtils;
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import org.apache.commons.lang3.time.DateUtils;
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public class SubscriptionUtils {
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private static final long ONE_DAY = 86_400_000;
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public static boolean verifyListSimilar(final List<String> list, final String value) {
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return list.stream().anyMatch(s -> verifySimilar(s, value));
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}
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public static boolean verifyListExact(final List<String> list, final String value) {
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return list.stream().anyMatch(s -> verifyExact(s, value));
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}
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public static boolean verifySimilar(final String s1, final String s2) {
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for (final String part : s2.split("\\W+")) {
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if (!StringUtils.containsIgnoreCase(s1, part)) {
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return false;
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}
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}
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return true;
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}
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public static boolean verifyFloatRange(final float trust, final String min, final String max) {
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return trust >= NumberUtils.toFloat(min, 0) && trust <= NumberUtils.toFloat(max, 1);
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}
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public static boolean verifyDateRange(final long date, final String min, final String max) {
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try {
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return date >= DateUtils.parseDate(min, "yyyy-MM-dd").getTime()
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&& date < DateUtils.parseDate(max, "yyyy-MM-dd").getTime() + ONE_DAY;
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} catch (final ParseException e) {
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return false;
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}
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}
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public static boolean verifyExact(final String s1, final String s2) {
|
||||
return StringUtils.equalsIgnoreCase(s1, s2);
|
||||
}
|
||||
|
||||
}
|
||||
|
|
@ -26,7 +26,11 @@
|
|||
</property>
|
||||
<property>
|
||||
<name>esEventIndexName</name>
|
||||
<description>the elasticsearch index name</description>
|
||||
<description>the elasticsearch index name for events</description>
|
||||
</property>
|
||||
<property>
|
||||
<name>esNotificationsIndexName</name>
|
||||
<description>the elasticsearch index name for notifications</description>
|
||||
</property>
|
||||
<property>
|
||||
<name>esIndexHost</name>
|
||||
|
|
@ -458,6 +462,32 @@
|
|||
<arg>--maxEventsForTopic</arg><arg>${maxIndexedEventsForDsAndTopic}</arg>
|
||||
<arg>--brokerApiBaseUrl</arg><arg>${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>
|
||||
<mode>cluster</mode>
|
||||
<name>IndexNotificationsOnESJob</name>
|
||||
<class>eu.dnetlib.dhp.broker.oa.IndexNotificationsJob</class>
|
||||
<jar>dhp-broker-events-${projectVersion}.jar</jar>
|
||||
<spark-opts>
|
||||
--executor-memory=${sparkExecutorMemory}
|
||||
--driver-memory=${sparkDriverMemory}
|
||||
--conf spark.dynamicAllocation.maxExecutors="8"
|
||||
--conf spark.extraListeners=${spark2ExtraListeners}
|
||||
--conf spark.sql.queryExecutionListeners=${spark2SqlQueryExecutionListeners}
|
||||
--conf spark.yarn.historyServer.address=${spark2YarnHistoryServerAddress}
|
||||
--conf spark.eventLog.dir=${nameNode}${spark2EventLogDir}
|
||||
--conf spark.sql.shuffle.partitions=3840
|
||||
</spark-opts>
|
||||
<arg>--workingPath</arg><arg>${workingPath}</arg>
|
||||
<arg>--index</arg><arg>${esNotificationsIndexName}</arg>
|
||||
<arg>--esHost</arg><arg>${esIndexHost}</arg>
|
||||
<arg>--brokerApiBaseUrl</arg><arg>${brokerApiBaseUrl}</arg>
|
||||
</spark>
|
||||
<ok to="stats"/>
|
||||
<error to="Kill"/>
|
||||
</action>
|
||||
|
|
|
|||
|
|
@ -0,0 +1,26 @@
|
|||
[
|
||||
{
|
||||
"paramName": "o",
|
||||
"paramLongName": "workingPath",
|
||||
"paramDescription": "the workinh path",
|
||||
"paramRequired": true
|
||||
},
|
||||
{
|
||||
"paramName": "idx",
|
||||
"paramLongName": "index",
|
||||
"paramDescription": "the ES index",
|
||||
"paramRequired": true
|
||||
},
|
||||
{
|
||||
"paramName": "es",
|
||||
"paramLongName": "esHost",
|
||||
"paramDescription": "the ES host",
|
||||
"paramRequired": true
|
||||
},
|
||||
{
|
||||
"paramName": "broker",
|
||||
"paramLongName": "brokerApiBaseUrl",
|
||||
"paramDescription": "the url of the broker service api",
|
||||
"paramRequired": true
|
||||
}
|
||||
]
|
||||
|
|
@ -26,7 +26,11 @@
|
|||
</property>
|
||||
<property>
|
||||
<name>esEventIndexName</name>
|
||||
<description>the elasticsearch index name</description>
|
||||
<description>the elasticsearch index name for events</description>
|
||||
</property>
|
||||
<property>
|
||||
<name>esNotificationsIndexName</name>
|
||||
<description>the elasticsearch index name for notifications</description>
|
||||
</property>
|
||||
<property>
|
||||
<name>esIndexHost</name>
|
||||
|
|
@ -95,18 +99,18 @@
|
|||
</configuration>
|
||||
</global>
|
||||
|
||||
<start to="index_event_subset"/>
|
||||
<start to="index_notifications"/>
|
||||
|
||||
<kill name="Kill">
|
||||
<message>Action failed, error message[${wf:errorMessage(wf:lastErrorNode())}]</message>
|
||||
</kill>
|
||||
|
||||
<action name="index_event_subset">
|
||||
<action name="index_notifications">
|
||||
<spark xmlns="uri:oozie:spark-action:0.2">
|
||||
<master>yarn</master>
|
||||
<mode>cluster</mode>
|
||||
<name>IndexEventSubsetOnESJob</name>
|
||||
<class>eu.dnetlib.dhp.broker.oa.IndexEventSubsetJob</class>
|
||||
<name>IndexNotificationsOnESJob</name>
|
||||
<class>eu.dnetlib.dhp.broker.oa.IndexNotificationsJob</class>
|
||||
<jar>dhp-broker-events-${projectVersion}.jar</jar>
|
||||
<spark-opts>
|
||||
--executor-memory=${sparkExecutorMemory}
|
||||
|
|
@ -119,14 +123,14 @@
|
|||
--conf spark.sql.shuffle.partitions=3840
|
||||
</spark-opts>
|
||||
<arg>--workingPath</arg><arg>${workingPath}</arg>
|
||||
<arg>--index</arg><arg>${esEventIndexName}</arg>
|
||||
<arg>--index</arg><arg>${esNotificationsIndexName}</arg>
|
||||
<arg>--esHost</arg><arg>${esIndexHost}</arg>
|
||||
<arg>--maxEventsForTopic</arg><arg>${maxIndexedEventsForDsAndTopic}</arg>
|
||||
<arg>--brokerApiBaseUrl</arg><arg>${brokerApiBaseUrl}</arg>
|
||||
</spark>
|
||||
<ok to="End"/>
|
||||
<error to="Kill"/>
|
||||
</action>
|
||||
|
||||
|
||||
<end name="End"/>
|
||||
|
||||
|
|
|
|||
|
|
@ -0,0 +1,52 @@
|
|||
|
||||
package eu.dnetlib.dhp.broker.oa.util;
|
||||
|
||||
import static org.junit.jupiter.api.Assertions.assertFalse;
|
||||
import static org.junit.jupiter.api.Assertions.assertTrue;
|
||||
|
||||
import java.util.Arrays;
|
||||
|
||||
import org.junit.jupiter.api.Test;
|
||||
|
||||
class SubscriptionUtilsTest {
|
||||
|
||||
@Test
|
||||
void testVerifyListSimilar() {
|
||||
assertTrue(SubscriptionUtils.verifyListSimilar(Arrays.asList("Michele Artini", "Claudio Atzori"), "artini"));
|
||||
assertFalse(SubscriptionUtils.verifyListSimilar(Arrays.asList("Michele Artini", "Claudio Atzori"), "bardi"));
|
||||
}
|
||||
|
||||
@Test
|
||||
void testVerifyListExact() {
|
||||
assertTrue(SubscriptionUtils.verifyListExact(Arrays.asList("Java", "Perl"), "perl"));
|
||||
assertFalse(SubscriptionUtils.verifyListExact(Arrays.asList("Java", "Perl"), "C"));
|
||||
}
|
||||
|
||||
@Test
|
||||
void testVerifySimilar() {
|
||||
assertTrue(SubscriptionUtils.verifySimilar("Java Programming", "java"));
|
||||
assertFalse(SubscriptionUtils.verifySimilar("Java Programming", "soap"));
|
||||
}
|
||||
|
||||
@Test
|
||||
void testVerifyFloatRange() {
|
||||
assertTrue(SubscriptionUtils.verifyFloatRange(0.5f, "0.4", "0.6"));
|
||||
assertFalse(SubscriptionUtils.verifyFloatRange(0.8f, "0.4", "0.6"));
|
||||
assertTrue(SubscriptionUtils.verifyFloatRange(0.5f, "", ""));
|
||||
}
|
||||
|
||||
@Test
|
||||
void testVerifyDateRange() {
|
||||
final long date = 1282738478000l; // 25 August 2010
|
||||
|
||||
assertTrue(SubscriptionUtils.verifyDateRange(date, "2010-01-01", "2011-01-01"));
|
||||
assertFalse(SubscriptionUtils.verifyDateRange(date, "2020-01-01", "2021-01-01"));
|
||||
}
|
||||
|
||||
@Test
|
||||
void testVerifyExact() {
|
||||
assertTrue(SubscriptionUtils.verifyExact("Java Programming", "java programming"));
|
||||
assertFalse(SubscriptionUtils.verifyExact("Java Programming", "soap programming"));
|
||||
}
|
||||
|
||||
}
|
||||
Loading…
Reference in New Issue