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Adding unit test for FeatureHistory #71

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115 changes: 115 additions & 0 deletions utils/src/test/scala/com/salesforce/op/FeatureHistoryTest.scala
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/*
* Copyright (c) 2017, Salesforce.com, Inc.
* All rights reserved.
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* modification, are permitted provided that the following conditions are met:
*
* * Redistributions of source code must retain the above copyright notice, this
* list of conditions and the following disclaimer.
*
* * Redistributions in binary form must reproduce the above copyright notice,
* this list of conditions and the following disclaimer in the documentation
* and/or other materials provided with the distribution.
*
* * Neither the name of the copyright holder nor the names of its
* contributors may be used to endorse or promote products derived from
* this software without specific prior written permission.
*
* THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS"
* AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE
* IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE ARE
* DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT HOLDER OR CONTRIBUTORS BE LIABLE
* FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL
* DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR
* SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER
* CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY,
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*/

package com.salesforce.op

import com.salesforce.op.FeatureHistory.{OriginFeatureKey, StagesKey}
import com.salesforce.op.test.TestCommon
import org.apache.spark.sql.types.MetadataBuilder
import org.junit.runner.RunWith
import org.scalatest.FlatSpec
import org.scalatest.junit.JUnitRunner

@RunWith(classOf[JUnitRunner])
class FeatureHistoryTest extends FlatSpec with TestCommon {

val feature1 = "feature1"
val feature2 = "feature2"
val stage1 = "stage1"
val stage2 = "stage2"

Spec(FeatureHistory.getClass) should "convert a feature history to metadata" in {
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Since there is an actual class you can do: Spec[FeatureHistory] instead

val featureHistory = FeatureHistory(originFeatures = Seq(feature1, feature2), stages = Seq(stage1, stage2))

val featureHistoryMetadata = featureHistory.toMetadata

featureHistoryMetadata.contains(OriginFeatureKey) shouldBe true
featureHistoryMetadata.contains(StagesKey) shouldBe true

featureHistoryMetadata.getStringArray(OriginFeatureKey) shouldBe Array(feature1, feature2)
featureHistoryMetadata.getStringArray(StagesKey) shouldBe Array(stage1, stage2)
}

it should "merge two featurehistory" in {
val featureHistory1 = FeatureHistory(originFeatures = Seq(feature1), stages = Seq(stage1))
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No need to repeat featurehistory in the test name. Simply "merge two instances"

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Same in other tests @gokulsfdc

val featureHistory2 = FeatureHistory(originFeatures = Seq(feature2), stages = Seq(stage2))

val featureHistoryCombined = featureHistory1.merge(featureHistory2)
featureHistoryCombined.originFeatures shouldBe Seq(feature1, feature2)
featureHistoryCombined.stages shouldBe Seq(stage1, stage2)
}

it should "create a metadata for a featurehistory map" in {
val featureHistory1 = FeatureHistory(originFeatures = Seq(feature1), stages = Seq(stage1))
val featureHistory2 = FeatureHistory(originFeatures = Seq(feature2), stages = Seq(stage2))

val map = Map[String, FeatureHistory](("1" -> featureHistory1), ("2" -> featureHistory2))
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No need to specify map type.

val featureHistoryMetadata = FeatureHistory.toMetadata(map)

featureHistoryMetadata.contains("1") shouldBe true
featureHistoryMetadata.contains("2") shouldBe true

val f1 = featureHistoryMetadata.getMetadata("1")

f1.contains(OriginFeatureKey) shouldBe true
f1.contains(StagesKey) shouldBe true

f1.getStringArray(OriginFeatureKey) shouldBe Array(feature1)
f1.getStringArray(StagesKey) shouldBe Array(stage1)

val f2 = featureHistoryMetadata.getMetadata("2")

f2.contains(OriginFeatureKey) shouldBe true
f2.contains(StagesKey) shouldBe true

f2.getStringArray(OriginFeatureKey) shouldBe Array(feature2)
f2.getStringArray(StagesKey) shouldBe Array(stage2)
}

it should "create a FeatureHistory Map from metadata" in {

val featureHistory1 = FeatureHistory(originFeatures = Seq(feature1), stages = Seq(stage1))
val featureHistory2 = FeatureHistory(originFeatures = Seq(feature2), stages = Seq(stage2))

val featureHistoryMapMetadata = new MetadataBuilder()
.putMetadata("1", featureHistory1.toMetadata)
.putMetadata("2", featureHistory2.toMetadata)
.build()

val featureHistoryMap = FeatureHistory.fromMetadataMap(featureHistoryMapMetadata)

featureHistoryMap.contains("1") shouldBe true
featureHistoryMap("1") shouldBe featureHistory1

featureHistoryMap.contains("2") shouldBe true
featureHistoryMap("2") shouldBe featureHistory2
}
}