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/*
* Licensed to the Apache Software Foundation (ASF) under one or more
* contributor license agreements. See the NOTICE file distributed with
* this work for additional information regarding copyright ownership.
* The ASF licenses this file to You 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 org.apache.predictionio.data.storage.elasticsearch
import grizzled.slf4j.Logging
import org.apache.predictionio.data.storage.EngineInstance
import org.apache.predictionio.data.storage.EngineInstanceSerializer
import org.apache.predictionio.data.storage.EngineInstances
import org.apache.predictionio.data.storage.StorageClientConfig
import org.elasticsearch.ElasticsearchException
import org.elasticsearch.client.Client
import org.elasticsearch.index.query.FilterBuilders._
import org.elasticsearch.search.sort.SortOrder
import org.json4s.JsonDSL._
import org.json4s._
import org.json4s.native.JsonMethods._
import org.json4s.native.Serialization.read
import org.json4s.native.Serialization.write
class ESEngineInstances(client: Client, config: StorageClientConfig, index: String)
extends EngineInstances with Logging {
implicit val formats = DefaultFormats + new EngineInstanceSerializer
private val estype = "engine_instances"
val indices = client.admin.indices
val indexExistResponse = indices.prepareExists(index).get
if (!indexExistResponse.isExists) {
indices.prepareCreate(index).get
}
val typeExistResponse = indices.prepareTypesExists(index).setTypes(estype).get
if (!typeExistResponse.isExists) {
val json =
(estype ->
("properties" ->
("status" -> ("type" -> "string") ~ ("index" -> "not_analyzed")) ~
("startTime" -> ("type" -> "date")) ~
("endTime" -> ("type" -> "date")) ~
("engineId" -> ("type" -> "string") ~ ("index" -> "not_analyzed")) ~
("engineVersion" ->
("type" -> "string") ~ ("index" -> "not_analyzed")) ~
("engineVariant" ->
("type" -> "string") ~ ("index" -> "not_analyzed")) ~
("engineFactory" ->
("type" -> "string") ~ ("index" -> "not_analyzed")) ~
("batch" ->
("type" -> "string") ~ ("index" -> "not_analyzed")) ~
("dataSourceParams" ->
("type" -> "string") ~ ("index" -> "not_analyzed")) ~
("preparatorParams" ->
("type" -> "string") ~ ("index" -> "not_analyzed")) ~
("algorithmsParams" ->
("type" -> "string") ~ ("index" -> "not_analyzed")) ~
("servingParams" ->
("type" -> "string") ~ ("index" -> "not_analyzed")) ~
("status" -> ("type" -> "string") ~ ("index" -> "not_analyzed"))))
indices.preparePutMapping(index).setType(estype).
setSource(compact(render(json))).get
}
def insert(i: EngineInstance): String = {
try {
val response = client.prepareIndex(index, estype).
setSource(write(i)).get
response.getId
} catch {
case e: ElasticsearchException =>
error(e.getMessage)
""
}
}
def get(id: String): Option[EngineInstance] = {
try {
val response = client.prepareGet(index, estype, id).get
if (response.isExists) {
Some(read[EngineInstance](response.getSourceAsString))
} else {
None
}
} catch {
case e: ElasticsearchException =>
error(e.getMessage)
None
}
}
def getAll(): Seq[EngineInstance] = {
try {
val builder = client.prepareSearch(index).setTypes(estype)
ESUtils.getAll[EngineInstance](client, builder)
} catch {
case e: ElasticsearchException =>
error(e.getMessage)
Nil
}
}
def getCompleted(
engineId: String,
engineVersion: String,
engineVariant: String): Seq[EngineInstance] = {
try {
val builder = client.prepareSearch(index).setTypes(estype).setPostFilter(
andFilter(
termFilter("status", "COMPLETED"),
termFilter("engineId", engineId),
termFilter("engineVersion", engineVersion),
termFilter("engineVariant", engineVariant))).
addSort("startTime", SortOrder.DESC)
ESUtils.getAll[EngineInstance](client, builder)
} catch {
case e: ElasticsearchException =>
error(e.getMessage)
Nil
}
}
def getLatestCompleted(
engineId: String,
engineVersion: String,
engineVariant: String): Option[EngineInstance] =
getCompleted(
engineId,
engineVersion,
engineVariant).headOption
def update(i: EngineInstance): Unit = {
try {
client.prepareUpdate(index, estype, i.id).setDoc(write(i)).get
} catch {
case e: ElasticsearchException => error(e.getMessage)
}
}
def delete(id: String): Unit = {
try {
client.prepareDelete(index, estype, id).get
} catch {
case e: ElasticsearchException => error(e.getMessage)
}
}
}