Repository: spark
Updated Branches:
refs/heads/branch-2.0 c53eda03a -> 0a2291cd1
[SPARK-15996][R] Fix R examples by removing deprecated functions
## What changes were proposed in this pull request?
Currently, R examples(`dataframe.R` and `data-manipulation.R`) fail like the
following. We had better update them before releasing 2.0 RC. This PR updates
them to use up-to-date APIs.
```bash
$ bin/spark-submit examples/src/main/r/dataframe.R
...
Warning message:
'createDataFrame(sqlContext...)' is deprecated.
Use 'createDataFrame(data, schema = NULL, samplingRatio = 1.0)' instead.
See help("Deprecated")
...
Warning message:
'read.json(sqlContext...)' is deprecated.
Use 'read.json(path)' instead.
See help("Deprecated")
...
Error: could not find function "registerTempTable"
Execution halted
```
## How was this patch tested?
Manual.
```
curl -LO http://s3-us-west-2.amazonaws.com/sparkr-data/flights.csv
bin/spark-submit examples/src/main/r/dataframe.R
bin/spark-submit examples/src/main/r/data-manipulation.R flights.csv
```
Author: Dongjoon Hyun <dongj...@apache.org>
Closes #13714 from dongjoon-hyun/SPARK-15996.
(cherry picked from commit a865f6e05297f6121bb2fde717860f9edeed263e)
Signed-off-by: Shivaram Venkataraman <shiva...@cs.berkeley.edu>
Project: http://git-wip-us.apache.org/repos/asf/spark/repo
Commit: http://git-wip-us.apache.org/repos/asf/spark/commit/0a2291cd
Tree: http://git-wip-us.apache.org/repos/asf/spark/tree/0a2291cd
Diff: http://git-wip-us.apache.org/repos/asf/spark/diff/0a2291cd
Branch: refs/heads/branch-2.0
Commit: 0a2291cd15751018f1680e92aa8f63be4546e7a7
Parents: c53eda0
Author: Dongjoon Hyun <dongj...@apache.org>
Authored: Thu Jun 16 12:46:25 2016 -0700
Committer: Shivaram Venkataraman <shiva...@cs.berkeley.edu>
Committed: Thu Jun 16 12:46:32 2016 -0700
----------------------------------------------------------------------
examples/src/main/r/data-manipulation.R | 8 ++++----
examples/src/main/r/dataframe.R | 11 +++++++----
2 files changed, 11 insertions(+), 8 deletions(-)
----------------------------------------------------------------------
http://git-wip-us.apache.org/repos/asf/spark/blob/0a2291cd/examples/src/main/r/data-manipulation.R
----------------------------------------------------------------------
diff --git a/examples/src/main/r/data-manipulation.R
b/examples/src/main/r/data-manipulation.R
index 58a3013..badb98b 100644
--- a/examples/src/main/r/data-manipulation.R
+++ b/examples/src/main/r/data-manipulation.R
@@ -49,10 +49,10 @@ flights_df$date <- as.Date(flights_df$date)
SFO_df <- flights_df[flights_df$dest == "SFO", ]
# Convert the local data frame into a SparkDataFrame
-SFO_DF <- createDataFrame(sqlContext, SFO_df)
+SFO_DF <- createDataFrame(SFO_df)
# Directly create a SparkDataFrame from the source data
-flightsDF <- read.df(sqlContext, flightsCsvPath, source = "csv", header =
"true")
+flightsDF <- read.df(flightsCsvPath, source = "csv", header = "true")
# Print the schema of this SparkDataFrame
printSchema(flightsDF)
@@ -75,8 +75,8 @@ destDF <- select(flightsDF, "dest", "cancelled")
# Using SQL to select columns of data
# First, register the flights SparkDataFrame as a table
-registerTempTable(flightsDF, "flightsTable")
-destDF <- sql(sqlContext, "SELECT dest, cancelled FROM flightsTable")
+createOrReplaceTempView(flightsDF, "flightsTable")
+destDF <- sql("SELECT dest, cancelled FROM flightsTable")
# Use collect to create a local R data frame
local_df <- collect(destDF)
http://git-wip-us.apache.org/repos/asf/spark/blob/0a2291cd/examples/src/main/r/dataframe.R
----------------------------------------------------------------------
diff --git a/examples/src/main/r/dataframe.R b/examples/src/main/r/dataframe.R
index 436bac6..0434705 100644
--- a/examples/src/main/r/dataframe.R
+++ b/examples/src/main/r/dataframe.R
@@ -25,7 +25,7 @@ sqlContext <- sparkRSQL.init(sc)
localDF <- data.frame(name=c("John", "Smith", "Sarah"), age=c(19, 23, 18))
# Convert local data frame to a SparkDataFrame
-df <- createDataFrame(sqlContext, localDF)
+df <- createDataFrame(localDF)
# Print its schema
printSchema(df)
@@ -35,14 +35,17 @@ printSchema(df)
# Create a DataFrame from a JSON file
path <- file.path(Sys.getenv("SPARK_HOME"),
"examples/src/main/resources/people.json")
-peopleDF <- read.json(sqlContext, path)
+peopleDF <- read.json(path)
printSchema(peopleDF)
+# root
+# |-- age: long (nullable = true)
+# |-- name: string (nullable = true)
# Register this DataFrame as a table.
-registerTempTable(peopleDF, "people")
+createOrReplaceTempView(peopleDF, "people")
# SQL statements can be run by using the sql methods provided by sqlContext
-teenagers <- sql(sqlContext, "SELECT name FROM people WHERE age >= 13 AND age
<= 19")
+teenagers <- sql("SELECT name FROM people WHERE age >= 13 AND age <= 19")
# Call collect to get a local data.frame
teenagersLocalDF <- collect(teenagers)
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