Tobias Hermann created SPARK-30421:
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             Summary: Dropped columns still available for filtering
                 Key: SPARK-30421
                 URL: https://issues.apache.org/jira/browse/SPARK-30421
             Project: Spark
          Issue Type: Bug
          Components: Spark Core
    Affects Versions: 2.4.4
            Reporter: Tobias Hermann


The following minimal example:
{quote}val df = Seq((0, "a"), (1, "b")).toDF("foo", "bar")
df.select("foo").where($"bar" === "a").show
df.drop("bar").where($"bar" === "a").show
{quote}
should result in an error like the following:
{quote}org.apache.spark.sql.AnalysisException: cannot resolve '`bar`' given 
input columns: [foo];
{quote}
However, it does not but instead works without error, as if the column "bar" 
would exist.



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