Function spark_connect_rs::functions::col
source ยท pub fn col(value: &str) -> ColumnExpand description
Create a column from a &str
Examples found in repository?
examples/reader.rs (line 23)
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async fn main() -> Result<(), Box<dyn std::error::Error>> {
let spark: SparkSession = SparkSessionBuilder::default().build().await?;
let path = ["/opt/spark/examples/src/main/resources/people.csv"];
let df = spark
.read()
.format("csv")
.option("header", "True")
.option("delimiter", ";")
.load(path)?;
df.select([
F::col("name"),
F::col("age").cast("int").alias("age_int"),
(F::lit(3.0) + F::col("age").cast("int")).alias("addition"),
])
.sort(vec![F::col("name").desc()])
.show(Some(5), None, None)
.await?;
// print results
// +--------------------------+
// | show_string |
// +--------------------------+
// | +-----+-------+--------+ |
// | |name |age_int|addition| |
// | +-----+-------+--------+ |
// | |Jorge|30 |33.0 | |
// | |Bob |32 |35.0 | |
// | +-----+-------+--------+ |
// | |
// +--------------------------+
Ok(())
}More examples
examples/writer.rs (line 21)
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async fn main() -> Result<(), Box<dyn std::error::Error>> {
let spark: SparkSession = SparkSessionBuilder::remote("sc://127.0.0.1:15002/")
.build()
.await?;
let df = spark
.clone()
.range(None, 1000, 1, Some(16))
.select(col("id").alias("range_id"));
let path = "/opt/spark/examples/src/main/rust/employees/";
df.write()
.format("csv")
.mode(SaveMode::Overwrite)
.option("header", "true")
.save(path)
.await?;
let df = spark
.clone()
.read()
.format("csv")
.option("header", "true")
.load([path])?;
df.show(Some(10), None, None).await?;
// print results may slighty vary but should be close to the below
// +--------------------------+
// | show_string |
// +--------------------------+
// | +--------+ |
// | |range_id| |
// | +--------+ |
// | |312 | |
// | |313 | |
// | |314 | |
// | |315 | |
// | |316 | |
// | |317 | |
// | |318 | |
// | |319 | |
// | |320 | |
// | |321 | |
// | +--------+ |
// | only showing top 10 rows |
// | |
// +--------------------------+
Ok(())
}