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Signed-off-by: tangruilin <tang.ruilin@foxmail.com>
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// Licensed to the Apache Software Foundation (ASF) under one | ||
// or more contributor license agreements. See the NOTICE file | ||
// distributed with this work for additional information | ||
// regarding copyright ownership. The ASF licenses this file | ||
// to you under the Apache License, Version 2.0 (the | ||
// "License"); you may not use this file except in compliance | ||
// with the License. You may obtain a copy of the License at | ||
// | ||
// http://www.apache.org/licenses/LICENSE-2.0 | ||
// | ||
// Unless required by applicable law or agreed to in writing, | ||
// software distributed under the License is distributed on an | ||
// "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY | ||
// KIND, either express or implied. See the License for the | ||
// specific language governing permissions and limitations | ||
// under the License. | ||
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use std::sync::Arc; | ||
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use datafusion::arrow::array::StringArray; | ||
use datafusion::arrow::datatypes::{DataType, Field, Schema}; | ||
use datafusion::arrow::record_batch::RecordBatch; | ||
use datafusion::error::Result; | ||
use datafusion::prelude::*; | ||
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/// This example demonstrates how to use the to_timestamp series | ||
/// of functions in the DataFrame API as well as via sql. | ||
#[tokio::main] | ||
async fn main() -> Result<()> { | ||
// define a schema. | ||
let schema = Arc::new(Schema::new(vec![Field::new("a", DataType::Utf8, false)])); | ||
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// define data. | ||
let batch = RecordBatch::try_new( | ||
schema, | ||
vec![Arc::new(StringArray::from(vec![ | ||
"2020-09-08T13:42:29Z", | ||
"2020-09-08T13:42:29.190855-05:00", | ||
"2020-08-09 12:13:29", | ||
"2020-01-02", | ||
]))], | ||
)?; | ||
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// declare a new context. In spark API, this corresponds to a new spark SQLsession | ||
let ctx = SessionContext::new(); | ||
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// declare a table in memory. In spark API, this corresponds to createDataFrame(...). | ||
ctx.register_batch("t", batch)?; | ||
let df = ctx.table("t").await?; | ||
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// use to_timestamp function to convert col 'a' to timestamp type using the default parsing | ||
let df = df.with_column("a", to_date(vec![col("a")]))?; | ||
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let df = df.select_columns(&["a"])?; | ||
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// print the results | ||
df.show().await?; | ||
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Ok(()) | ||
} |
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