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runtime_env.rs
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runtime_env.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 [`RuntimeEnv`] environment that manages access to object
//! store, memory manager, disk manager.
use crate::{
disk_manager::{DiskManager, DiskManagerConfig},
memory_pool::{GreedyMemoryPool, MemoryPool, UnboundedMemoryPool},
object_store::{DefaultObjectStoreRegistry, ObjectStoreRegistry},
};
use crate::cache::cache_manager::{CacheManager, CacheManagerConfig};
use datafusion_common::{DataFusionError, Result};
use object_store::ObjectStore;
use std::fmt::{Debug, Formatter};
use std::path::PathBuf;
use std::sync::Arc;
use url::Url;
#[derive(Clone)]
/// Execution runtime environment that manages system resources such
/// as memory, disk, cache and storage.
///
/// A [`RuntimeEnv`] is created from a [`RuntimeConfig`] and has the
/// following resource management functionality:
///
/// * [`MemoryPool`]: Manage memory
/// * [`DiskManager`]: Manage temporary files on local disk
/// * [`CacheManager`]: Manage temporary cache data during the session lifetime
/// * [`ObjectStoreRegistry`]: Manage mapping URLs to object store instances
pub struct RuntimeEnv {
/// Runtime memory management
pub memory_pool: Arc<dyn MemoryPool>,
/// Manage temporary files during query execution
pub disk_manager: Arc<DiskManager>,
/// Manage temporary cache during query execution
pub cache_manager: Arc<CacheManager>,
/// Object Store Registry
pub object_store_registry: Arc<dyn ObjectStoreRegistry>,
}
impl Debug for RuntimeEnv {
fn fmt(&self, f: &mut Formatter) -> std::fmt::Result {
write!(f, "RuntimeEnv")
}
}
impl RuntimeEnv {
/// Create env based on configuration
pub fn new(config: RuntimeConfig) -> Result<Self> {
let RuntimeConfig {
memory_pool,
disk_manager,
cache_manager,
object_store_registry,
} = config;
let memory_pool =
memory_pool.unwrap_or_else(|| Arc::new(UnboundedMemoryPool::default()));
Ok(Self {
memory_pool,
disk_manager: DiskManager::try_new(disk_manager)?,
cache_manager: CacheManager::try_new(&cache_manager)?,
object_store_registry,
})
}
/// Registers a custom `ObjectStore` to be used with a specific url.
/// This allows DataFusion to create external tables from urls that do not have
/// built in support such as `hdfs://namenode:port/...`.
///
/// Returns the [`ObjectStore`] previously registered for this
/// scheme, if any.
///
/// See [`ObjectStoreRegistry`] for more details
///
/// # Example: Register local file system object store
/// ```
/// # use std::sync::Arc;
/// # use url::Url;
/// # use datafusion_execution::runtime_env::RuntimeEnv;
/// # let runtime_env = RuntimeEnv::new(Default::default()).unwrap();
/// let url = Url::try_from("file://").unwrap();
/// let object_store = object_store::local::LocalFileSystem::new();
/// // register the object store with the runtime environment
/// runtime_env.register_object_store(&url, Arc::new(object_store));
/// ```
///
/// # Example: Register local file system object store
///
/// To register reading from urls such as <https://github.com>`
///
/// ```
/// # use std::sync::Arc;
/// # use url::Url;
/// # use datafusion_execution::runtime_env::RuntimeEnv;
/// # let runtime_env = RuntimeEnv::new(Default::default()).unwrap();
/// # // use local store for example as http feature is not enabled
/// # let http_store = object_store::local::LocalFileSystem::new();
/// // create a new object store via object_store::http::HttpBuilder;
/// let base_url = Url::parse("https://github.com").unwrap();
/// // let http_store = HttpBuilder::new()
/// // .with_url(base_url.clone())
/// // .build()
/// // .unwrap();
/// // register the object store with the runtime environment
/// runtime_env.register_object_store(&base_url, Arc::new(http_store));
/// ```
pub fn register_object_store(
&self,
url: &Url,
object_store: Arc<dyn ObjectStore>,
) -> Option<Arc<dyn ObjectStore>> {
self.object_store_registry.register_store(url, object_store)
}
/// Retrieves a `ObjectStore` instance for a url by consulting the
/// registry. See [`ObjectStoreRegistry::get_store`] for more
/// details.
pub fn object_store(&self, url: impl AsRef<Url>) -> Result<Arc<dyn ObjectStore>> {
self.object_store_registry
.get_store(url.as_ref())
.map_err(DataFusionError::from)
}
}
impl Default for RuntimeEnv {
fn default() -> Self {
RuntimeEnv::new(RuntimeConfig::new()).unwrap()
}
}
#[derive(Clone)]
/// Execution runtime configuration
pub struct RuntimeConfig {
/// DiskManager to manage temporary disk file usage
pub disk_manager: DiskManagerConfig,
/// [`MemoryPool`] from which to allocate memory
///
/// Defaults to using an [`UnboundedMemoryPool`] if `None`
pub memory_pool: Option<Arc<dyn MemoryPool>>,
/// CacheManager to manage cache data
pub cache_manager: CacheManagerConfig,
/// ObjectStoreRegistry to get object store based on url
pub object_store_registry: Arc<dyn ObjectStoreRegistry>,
}
impl Default for RuntimeConfig {
fn default() -> Self {
Self::new()
}
}
impl RuntimeConfig {
/// New with default values
pub fn new() -> Self {
Self {
disk_manager: Default::default(),
memory_pool: Default::default(),
cache_manager: Default::default(),
object_store_registry: Arc::new(DefaultObjectStoreRegistry::default()),
}
}
/// Customize disk manager
pub fn with_disk_manager(mut self, disk_manager: DiskManagerConfig) -> Self {
self.disk_manager = disk_manager;
self
}
/// Customize memory policy
pub fn with_memory_pool(mut self, memory_pool: Arc<dyn MemoryPool>) -> Self {
self.memory_pool = Some(memory_pool);
self
}
/// Customize cache policy
pub fn with_cache_manager(mut self, cache_manager: CacheManagerConfig) -> Self {
self.cache_manager = cache_manager;
self
}
/// Customize object store registry
pub fn with_object_store_registry(
mut self,
object_store_registry: Arc<dyn ObjectStoreRegistry>,
) -> Self {
self.object_store_registry = object_store_registry;
self
}
/// Specify the total memory to use while running the DataFusion
/// plan to `max_memory * memory_fraction` in bytes.
///
/// This defaults to using [`GreedyMemoryPool`]
///
/// Note DataFusion does not yet respect this limit in all cases.
pub fn with_memory_limit(self, max_memory: usize, memory_fraction: f64) -> Self {
let pool_size = (max_memory as f64 * memory_fraction) as usize;
self.with_memory_pool(Arc::new(GreedyMemoryPool::new(pool_size)))
}
/// Use the specified path to create any needed temporary files
pub fn with_temp_file_path(self, path: impl Into<PathBuf>) -> Self {
self.with_disk_manager(DiskManagerConfig::new_specified(vec![path.into()]))
}
}