1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180 181 182 183 184 185 186 187 188 189 190 191 192 193 194 195 196 197 198 199 200 201 202 203 204 205 206 207 208 209 210 211 212 213 214 215 216 217 218 219 220 221 222 223
// 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()]))
}
}