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exec.rs
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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.
//! Execution functions
use std::collections::HashMap;
use std::io::prelude::*;
use std::io::BufReader;
use std::time::Instant;
use std::{fs::File, sync::Arc};
use crate::print_format::PrintFormat;
use crate::{
command::{Command, OutputFormat},
helper::{unescape_input, CliHelper},
object_storage::{
get_gcs_object_store_builder, get_oss_object_store_builder,
get_s3_object_store_builder,
},
print_options::{MaxRows, PrintOptions},
};
use datafusion::common::{exec_datafusion_err, plan_datafusion_err};
use datafusion::datasource::listing::ListingTableUrl;
use datafusion::datasource::physical_plan::is_plan_streaming;
use datafusion::error::{DataFusionError, Result};
use datafusion::logical_expr::{CreateExternalTable, DdlStatement, LogicalPlan};
use datafusion::physical_plan::{collect, execute_stream};
use datafusion::prelude::SessionContext;
use datafusion::sql::{parser::DFParser, sqlparser::dialect::dialect_from_str};
use datafusion::logical_expr::dml::CopyTo;
use datafusion::sql::parser::Statement;
use object_store::http::HttpBuilder;
use object_store::ObjectStore;
use rustyline::error::ReadlineError;
use rustyline::Editor;
use tokio::signal;
use url::Url;
/// run and execute SQL statements and commands, against a context with the given print options
pub async fn exec_from_commands(
ctx: &mut SessionContext,
commands: Vec<String>,
print_options: &PrintOptions,
) -> Result<()> {
for sql in commands {
exec_and_print(ctx, print_options, sql).await?;
}
Ok(())
}
/// run and execute SQL statements and commands from a file, against a context with the given print options
pub async fn exec_from_lines(
ctx: &mut SessionContext,
reader: &mut BufReader<File>,
print_options: &PrintOptions,
) -> Result<()> {
let mut query = "".to_owned();
for line in reader.lines() {
match line {
Ok(line) if line.starts_with("--") => {
continue;
}
Ok(line) => {
let line = line.trim_end();
query.push_str(line);
if line.ends_with(';') {
match exec_and_print(ctx, print_options, query).await {
Ok(_) => {}
Err(err) => eprintln!("{err}"),
}
query = "".to_owned();
} else {
query.push('\n');
}
}
_ => {
break;
}
}
}
// run the left over query if the last statement doesn't contain ‘;’
// ignore if it only consists of '\n'
if query.contains(|c| c != '\n') {
exec_and_print(ctx, print_options, query).await?;
}
Ok(())
}
pub async fn exec_from_files(
ctx: &mut SessionContext,
files: Vec<String>,
print_options: &PrintOptions,
) -> Result<()> {
let files = files
.into_iter()
.map(|file_path| File::open(file_path).unwrap())
.collect::<Vec<_>>();
for file in files {
let mut reader = BufReader::new(file);
exec_from_lines(ctx, &mut reader, print_options).await?;
}
Ok(())
}
/// run and execute SQL statements and commands against a context with the given print options
pub async fn exec_from_repl(
ctx: &mut SessionContext,
print_options: &mut PrintOptions,
) -> rustyline::Result<()> {
let mut rl = Editor::new()?;
rl.set_helper(Some(CliHelper::new(
&ctx.task_ctx().session_config().options().sql_parser.dialect,
print_options.color,
)));
rl.load_history(".history").ok();
loop {
match rl.readline("❯ ") {
Ok(line) if line.starts_with('\\') => {
rl.add_history_entry(line.trim_end())?;
let command = line.split_whitespace().collect::<Vec<_>>().join(" ");
if let Ok(cmd) = &command[1..].parse::<Command>() {
match cmd {
Command::Quit => break,
Command::OutputFormat(subcommand) => {
if let Some(subcommand) = subcommand {
if let Ok(command) = subcommand.parse::<OutputFormat>() {
if let Err(e) = command.execute(print_options).await {
eprintln!("{e}")
}
} else {
eprintln!(
"'\\{}' is not a valid command",
&line[1..]
);
}
} else {
println!("Output format is {:?}.", print_options.format);
}
}
_ => {
if let Err(e) = cmd.execute(ctx, print_options).await {
eprintln!("{e}")
}
}
}
} else {
eprintln!("'\\{}' is not a valid command", &line[1..]);
}
}
Ok(line) => {
rl.add_history_entry(line.trim_end())?;
tokio::select! {
res = exec_and_print(ctx, print_options, line) => match res {
Ok(_) => {}
Err(err) => eprintln!("{err}"),
},
_ = signal::ctrl_c() => {
println!("^C");
continue
},
}
// dialect might have changed
rl.helper_mut().unwrap().set_dialect(
&ctx.task_ctx().session_config().options().sql_parser.dialect,
);
}
Err(ReadlineError::Interrupted) => {
println!("^C");
continue;
}
Err(ReadlineError::Eof) => {
println!("\\q");
break;
}
Err(err) => {
eprintln!("Unknown error happened {:?}", err);
break;
}
}
}
rl.save_history(".history")
}
async fn exec_and_print(
ctx: &mut SessionContext,
print_options: &PrintOptions,
sql: String,
) -> Result<()> {
let now = Instant::now();
let sql = unescape_input(&sql)?;
let task_ctx = ctx.task_ctx();
let dialect = &task_ctx.session_config().options().sql_parser.dialect;
let dialect = dialect_from_str(dialect).ok_or_else(|| {
plan_datafusion_err!(
"Unsupported SQL dialect: {dialect}. Available dialects: \
Generic, MySQL, PostgreSQL, Hive, SQLite, Snowflake, Redshift, \
MsSQL, ClickHouse, BigQuery, Ansi."
)
})?;
let statements = DFParser::parse_sql_with_dialect(&sql, dialect.as_ref())?;
for statement in statements {
let plan = create_plan(ctx, statement).await?;
// For plans like `Explain` ignore `MaxRows` option and always display all rows
let should_ignore_maxrows = matches!(
plan,
LogicalPlan::Explain(_)
| LogicalPlan::DescribeTable(_)
| LogicalPlan::Analyze(_)
);
let df = ctx.execute_logical_plan(plan).await?;
let physical_plan = df.create_physical_plan().await?;
if is_plan_streaming(&physical_plan)? {
let stream = execute_stream(physical_plan, task_ctx.clone())?;
print_options.print_stream(stream, now).await?;
} else {
let mut print_options = print_options.clone();
if should_ignore_maxrows {
print_options.maxrows = MaxRows::Unlimited;
}
if print_options.format == PrintFormat::Automatic {
print_options.format = PrintFormat::Table;
}
let results = collect(physical_plan, task_ctx.clone()).await?;
print_options.print_batches(&results, now)?;
}
}
Ok(())
}
async fn create_plan(
ctx: &mut SessionContext,
statement: Statement,
) -> Result<LogicalPlan, DataFusionError> {
let mut plan = ctx.state().statement_to_plan(statement).await?;
// Note that cmd is a mutable reference so that create_external_table function can remove all
// datafusion-cli specific options before passing through to datafusion. Otherwise, datafusion
// will raise Configuration errors.
if let LogicalPlan::Ddl(DdlStatement::CreateExternalTable(cmd)) = &mut plan {
create_external_table(ctx, cmd).await?;
}
if let LogicalPlan::Copy(copy_to) = &mut plan {
register_object_store(ctx, copy_to).await?;
}
Ok(plan)
}
async fn register_object_store(
ctx: &SessionContext,
copy_to: &mut CopyTo,
) -> Result<(), DataFusionError> {
let url = ListingTableUrl::parse(copy_to.output_url.as_str())?;
let store =
get_object_store(ctx, &mut HashMap::new(), url.scheme(), url.as_ref()).await?;
ctx.runtime_env().register_object_store(url.as_ref(), store);
Ok(())
}
async fn create_external_table(
ctx: &SessionContext,
cmd: &mut CreateExternalTable,
) -> Result<()> {
let table_path = ListingTableUrl::parse(&cmd.location)?;
let scheme = table_path.scheme();
let url: &Url = table_path.as_ref();
// registering the cloud object store dynamically using cmd.options
let store = get_object_store(ctx, &mut cmd.options, scheme, url).await?;
ctx.runtime_env().register_object_store(url, store);
Ok(())
}
async fn get_object_store(
ctx: &SessionContext,
options: &mut HashMap<String, String>,
scheme: &str,
url: &Url,
) -> Result<Arc<dyn ObjectStore>, DataFusionError> {
let store = match scheme {
"s3" => {
let builder = get_s3_object_store_builder(url, options).await?;
Arc::new(builder.build()?) as Arc<dyn ObjectStore>
}
"oss" => {
let builder = get_oss_object_store_builder(url, options)?;
Arc::new(builder.build()?) as Arc<dyn ObjectStore>
}
"gs" | "gcs" => {
let builder = get_gcs_object_store_builder(url, options)?;
Arc::new(builder.build()?) as Arc<dyn ObjectStore>
}
"http" | "https" => Arc::new(
HttpBuilder::new()
.with_url(url.origin().ascii_serialization())
.build()?,
) as Arc<dyn ObjectStore>,
_ => {
// for other types, try to get from the object_store_registry
ctx.runtime_env()
.object_store_registry
.get_store(url)
.map_err(|_| {
exec_datafusion_err!("Unsupported object store scheme: {}", scheme)
})?
}
};
Ok(store)
}
#[cfg(test)]
mod tests {
use std::str::FromStr;
use super::*;
use datafusion::common::plan_err;
use datafusion_common::{
file_options::StatementOptions, FileType, FileTypeWriterOptions,
};
async fn create_external_table_test(location: &str, sql: &str) -> Result<()> {
let ctx = SessionContext::new();
let mut plan = ctx.state().create_logical_plan(sql).await?;
if let LogicalPlan::Ddl(DdlStatement::CreateExternalTable(cmd)) = &mut plan {
create_external_table(&ctx, cmd).await?;
let options: Vec<_> = cmd
.options
.iter()
.map(|(k, v)| (k.clone(), v.clone()))
.collect();
let statement_options = StatementOptions::new(options);
let file_type =
datafusion_common::FileType::from_str(cmd.file_type.as_str())?;
let _file_type_writer_options = FileTypeWriterOptions::build(
&file_type,
ctx.state().config_options(),
&statement_options,
)?;
} else {
return plan_err!("LogicalPlan is not a CreateExternalTable");
}
// Ensure the URL is supported by the object store
ctx.runtime_env()
.object_store(ListingTableUrl::parse(location)?)?;
Ok(())
}
#[tokio::test]
async fn create_object_store_table_http() -> Result<()> {
// Should be OK
let location = "http://example.com/file.parquet";
let sql =
format!("CREATE EXTERNAL TABLE test STORED AS PARQUET LOCATION '{location}'");
create_external_table_test(location, &sql).await?;
Ok(())
}
#[tokio::test]
async fn copy_to_external_object_store_test() -> Result<()> {
let locations = vec![
"s3://bucket/path/file.parquet",
"oss://bucket/path/file.parquet",
"gcs://bucket/path/file.parquet",
];
let mut ctx = SessionContext::new();
let task_ctx = ctx.task_ctx();
let dialect = &task_ctx.session_config().options().sql_parser.dialect;
let dialect = dialect_from_str(dialect).ok_or_else(|| {
plan_datafusion_err!(
"Unsupported SQL dialect: {dialect}. Available dialects: \
Generic, MySQL, PostgreSQL, Hive, SQLite, Snowflake, Redshift, \
MsSQL, ClickHouse, BigQuery, Ansi."
)
})?;
for location in locations {
let sql = format!("copy (values (1,2)) to '{}';", location);
let statements = DFParser::parse_sql_with_dialect(&sql, dialect.as_ref())?;
for statement in statements {
//Should not fail
let mut plan = create_plan(&mut ctx, statement).await?;
if let LogicalPlan::Copy(copy_to) = &mut plan {
assert_eq!(copy_to.output_url, location);
assert_eq!(copy_to.file_format, FileType::PARQUET);
ctx.runtime_env()
.object_store_registry
.get_store(&Url::parse(©_to.output_url).unwrap())?;
} else {
return plan_err!("LogicalPlan is not a CopyTo");
}
}
}
Ok(())
}
#[tokio::test]
async fn create_object_store_table_s3() -> Result<()> {
let access_key_id = "fake_access_key_id";
let secret_access_key = "fake_secret_access_key";
let region = "fake_us-east-2";
let session_token = "fake_session_token";
let location = "s3://bucket/path/file.parquet";
// Missing region, use object_store defaults
let sql = format!("CREATE EXTERNAL TABLE test STORED AS PARQUET
OPTIONS('access_key_id' '{access_key_id}', 'secret_access_key' '{secret_access_key}') LOCATION '{location}'");
create_external_table_test(location, &sql).await?;
// Should be OK
let sql = format!("CREATE EXTERNAL TABLE test STORED AS PARQUET
OPTIONS('access_key_id' '{access_key_id}', 'secret_access_key' '{secret_access_key}', 'region' '{region}', 'session_token' '{session_token}') LOCATION '{location}'");
create_external_table_test(location, &sql).await?;
Ok(())
}
#[tokio::test]
async fn create_object_store_table_oss() -> Result<()> {
let access_key_id = "fake_access_key_id";
let secret_access_key = "fake_secret_access_key";
let endpoint = "fake_endpoint";
let location = "oss://bucket/path/file.parquet";
// Should be OK
let sql = format!("CREATE EXTERNAL TABLE test STORED AS PARQUET
OPTIONS('access_key_id' '{access_key_id}', 'secret_access_key' '{secret_access_key}', 'endpoint' '{endpoint}') LOCATION '{location}'");
create_external_table_test(location, &sql).await?;
Ok(())
}
#[tokio::test]
async fn create_object_store_table_gcs() -> Result<()> {
let service_account_path = "fake_service_account_path";
let service_account_key =
"{\"private_key\": \"fake_private_key.pem\",\"client_email\":\"fake_client_email\", \"private_key_id\":\"id\"}";
let application_credentials_path = "fake_application_credentials_path";
let location = "gcs://bucket/path/file.parquet";
// for service_account_path
let sql = format!("CREATE EXTERNAL TABLE test STORED AS PARQUET
OPTIONS('service_account_path' '{service_account_path}') LOCATION '{location}'");
let err = create_external_table_test(location, &sql)
.await
.unwrap_err();
assert!(err.to_string().contains("os error 2"));
// for service_account_key
let sql = format!("CREATE EXTERNAL TABLE test STORED AS PARQUET OPTIONS('service_account_key' '{service_account_key}') LOCATION '{location}'");
let err = create_external_table_test(location, &sql)
.await
.unwrap_err()
.to_string();
assert!(err.contains("No RSA key found in pem file"), "{err}");
// for application_credentials_path
let sql = format!("CREATE EXTERNAL TABLE test STORED AS PARQUET
OPTIONS('application_credentials_path' '{application_credentials_path}') LOCATION '{location}'");
let err = create_external_table_test(location, &sql)
.await
.unwrap_err();
assert!(err.to_string().contains("os error 2"));
Ok(())
}
#[tokio::test]
async fn create_external_table_local_file() -> Result<()> {
let location = "path/to/file.parquet";
// Ensure that local files are also registered
let sql =
format!("CREATE EXTERNAL TABLE test STORED AS PARQUET LOCATION '{location}'");
create_external_table_test(location, &sql).await.unwrap();
Ok(())
}
}