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Posted to reviews@spark.apache.org by imatiach-msft <gi...@git.apache.org> on 2018/02/12 05:18:13 UTC

[GitHub] spark pull request #20583: [SPARK-23392][TEST] Add some test cases for image...

Github user imatiach-msft commented on a diff in the pull request:

    https://github.com/apache/spark/pull/20583#discussion_r167470275
  
    --- Diff: mllib/src/test/scala/org/apache/spark/ml/image/ImageSchemaSuite.scala ---
    @@ -65,11 +65,71 @@ class ImageSchemaSuite extends SparkFunSuite with MLlibTestSparkContext {
         assert(count50 > 0 && count50 < countTotal)
       }
     
    +  test("readImages test: recursive = false") {
    +    val df = readImages(imagePath, null, false, 3, true, 1.0, 0)
    +    assert(df.count() === 0)
    +  }
    +
    +  test("readImages test: read jpg image") {
    +    val df = readImages(imagePath + "/kittens/DP153539.jpg", null, false, 3, true, 1.0, 0)
    +    assert(df.count() === 1)
    +  }
    +
    +  test("readImages test: read png image") {
    +    val df = readImages(imagePath + "/multi-channel/BGRA.png", null, false, 3, true, 1.0, 0)
    +    assert(df.count() === 1)
    +  }
    +
    +  test("readImages test: read non image") {
    +    val df = readImages(imagePath + "/kittens/not-image.txt", null, false, 3, true, 1.0, 0)
    +    assert(df.count() === 0)
    +  }
    +
    +  test("readImages test: read non image and dropImageFailures is false") {
    +    val df = readImages(imagePath + "/kittens/not-image.txt", null, false, 3, false, 1.0, 0)
    +    assert(df.count() === 1)
    --- End diff --
    
    (optional) you can also validate here that the entry has the correct structure for an invalid image


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