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typo
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@@ -6,7 +6,7 @@ This page provides details about features specific to one or more images.
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**Specific Docker Image Options**
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* `-p 4040:4040` - The `jupyter/pyspark-notebook` and `jupyter/all-spark-notebook` images open [SparkUI (Spark Monitoring and Instrumentation UI)](http://spark.apache.org/docs/latest/monitoring.html) at default port `4040`, this option map `4040` port inside docker container to `4040` port on host machine . Note every new spark context that is created is put onto an incrementing port (ie. 4040, 4041, 4042, etc.), and it might be necessary to open multiple ports. For example: `docker run -d -p 8888:8888 -p 4040:4040 -p 4041:4041 jupyter/pyspark-notebook`
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* `-p 4040:4040` - The `jupyter/pyspark-notebook` and `jupyter/all-spark-notebook` images open [SparkUI (Spark Monitoring and Instrumentation UI)](http://spark.apache.org/docs/latest/monitoring.html) at default port `4040`, this option map `4040` port inside docker container to `4040` port on host machine . Note every new spark context that is created is put onto an incrementing port (ie. 4040, 4041, 4042, etc.), and it might be necessary to open multiple ports. For example: `docker run -d -p 8888:8888 -p 4040:4040 -p 4041:4041 jupyter/pyspark-notebook`.
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**Usage Examples**
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@@ -48,7 +48,7 @@ df <- as.DataFrame(iris)
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head(filter(df, df$Petal_Width > 0.2))
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```
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In a R notebook with [sparklyr][sparklyr]
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In a R notebook with [sparklyr][sparklyr].
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```R
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library(sparklyr)
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@@ -141,7 +141,7 @@ df <- as.DataFrame(iris)
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head(filter(df, df$Petal_Width > 0.2))
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```
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In a R notebook with [sparklyr][sparklyr]
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In a R notebook with [sparklyr][sparklyr].
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```R
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library(sparklyr)
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