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builder.rs
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//! Create or load DeltaTables
use std::collections::HashMap;
use std::sync::Arc;
use crate::delta::{DeltaResult, DeltaTable, DeltaTableError};
use crate::schema::DeltaDataTypeVersion;
use crate::storage::config::StorageOptions;
use crate::storage::{DeltaObjectStore, ObjectStoreRef};
use chrono::{DateTime, FixedOffset, Utc};
use object_store::DynObjectStore;
use serde::{Deserialize, Serialize};
use url::Url;
#[allow(dead_code)]
#[derive(Debug, thiserror::Error)]
enum BuilderError {
#[error("Store {backend} requires host in storage url, got: {url}")]
MissingHost { backend: String, url: String },
#[error("Missing configuration {0}")]
Required(String),
#[error("Failed to find valid credential.")]
MissingCredential,
#[error("Failed to decode SAS key: {0}\nSAS keys must be percent-encoded. They come encoded in the Azure portal and Azure Storage Explorer.")]
Decode(String),
#[error("Delta-rs must be build with feature '{feature}' to support url: {url}.")]
MissingFeature { feature: &'static str, url: String },
#[error("Failed to parse table uri")]
TableUri(#[from] url::ParseError),
}
impl From<BuilderError> for DeltaTableError {
fn from(err: BuilderError) -> Self {
DeltaTableError::Generic(err.to_string())
}
}
/// possible version specifications for loading a delta table
#[derive(Debug, Clone, PartialEq, Eq)]
pub enum DeltaVersion {
/// load the newest version
Newest,
/// specify the version to load
Version(DeltaDataTypeVersion),
/// specify the timestamp in UTC
Timestamp(DateTime<Utc>),
}
impl Default for DeltaVersion {
fn default() -> Self {
DeltaVersion::Newest
}
}
/// Configuration options for delta table
#[derive(Debug, Serialize, Deserialize)]
#[serde(rename_all = "camelCase")]
pub struct DeltaTableConfig {
/// Indicates whether our use case requires tracking tombstones.
/// This defaults to `true`
///
/// Read-only applications never require tombstones. Tombstones
/// are only required when writing checkpoints, so even many writers
/// may want to skip them.
pub require_tombstones: bool,
/// Indicates whether DeltaTable should track files.
/// This defaults to `true`
///
/// Some append-only applications might have no need of tracking any files.
/// Hence, DeltaTable will be loaded with significant memory reduction.
pub require_files: bool,
}
impl Default for DeltaTableConfig {
fn default() -> Self {
Self {
require_tombstones: true,
require_files: true,
}
}
}
/// Load-time delta table configuration options
#[derive(Debug)]
pub struct DeltaTableLoadOptions {
/// table root uri
pub table_uri: String,
/// backend to access storage system
pub storage_backend: Option<(Arc<DynObjectStore>, Url)>,
/// specify the version we are going to load: a time stamp, a version, or just the newest
/// available version
pub version: DeltaVersion,
/// Indicates whether our use case requires tracking tombstones.
/// This defaults to `true`
///
/// Read-only applications never require tombstones. Tombstones
/// are only required when writing checkpoints, so even many writers
/// may want to skip them.
pub require_tombstones: bool,
/// Indicates whether DeltaTable should track files.
/// This defaults to `true`
///
/// Some append-only applications might have no need of tracking any files.
/// Hence, DeltaTable will be loaded with significant memory reduction.
pub require_files: bool,
}
impl DeltaTableLoadOptions {
/// create default table load options for a table uri
pub fn new(table_uri: impl Into<String>) -> Self {
Self {
table_uri: table_uri.into(),
storage_backend: None,
require_tombstones: true,
require_files: true,
version: DeltaVersion::default(),
}
}
}
/// builder for configuring a delta table load.
#[derive(Debug)]
pub struct DeltaTableBuilder {
options: DeltaTableLoadOptions,
storage_options: Option<HashMap<String, String>>,
#[allow(unused_variables)]
allow_http: Option<bool>,
}
impl DeltaTableBuilder {
/// Creates `DeltaTableBuilder` from table uri
pub fn from_uri(table_uri: impl AsRef<str>) -> Self {
Self {
options: DeltaTableLoadOptions::new(table_uri.as_ref()),
storage_options: None,
allow_http: None,
}
}
/// Sets `require_tombstones=false` to the builder
pub fn without_tombstones(mut self) -> Self {
self.options.require_tombstones = false;
self
}
/// Sets `require_files=false` to the builder
pub fn without_files(mut self) -> Self {
self.options.require_files = false;
self
}
/// Sets `version` to the builder
pub fn with_version(mut self, version: DeltaDataTypeVersion) -> Self {
self.options.version = DeltaVersion::Version(version);
self
}
/// specify the timestamp given as ISO-8601/RFC-3339 timestamp
pub fn with_datestring(self, date_string: impl AsRef<str>) -> DeltaResult<Self> {
let datetime = DateTime::<Utc>::from(DateTime::<FixedOffset>::parse_from_rfc3339(
date_string.as_ref(),
)?);
Ok(self.with_timestamp(datetime))
}
/// specify a timestamp
pub fn with_timestamp(mut self, timestamp: DateTime<Utc>) -> Self {
self.options.version = DeltaVersion::Timestamp(timestamp);
self
}
/// Set the storage backend.
///
/// If a backend is not provided then it is derived from `table_uri`.
///
/// # Arguments
///
/// * `storage` - A shared reference to an [`ObjectStore`](object_store::ObjectStore) with "/" pointing at delta table root (i.e. where `_delta_log` is located).
/// * `location` - A url corresponding to the storagle location of `storage`.
pub fn with_storage_backend(mut self, storage: Arc<DynObjectStore>, location: Url) -> Self {
self.options.storage_backend = Some((storage, location));
self
}
/// Set options used to initialize storage backend
///
/// Options may be passed in the HashMap or set as environment variables. See documentation of
/// underlying object store implementation for details.
///
/// - [Azure options](https://docs.rs/object_store/latest/object_store/azure/enum.AzureConfigKey.html#variants)
/// - [S3 options](https://docs.rs/object_store/latest/object_store/aws/enum.AmazonS3ConfigKey.html#variants)
/// - [Google options](https://docs.rs/object_store/latest/object_store/gcp/enum.GoogleConfigKey.html#variants)
pub fn with_storage_options(mut self, storage_options: HashMap<String, String>) -> Self {
self.storage_options = Some(storage_options);
self
}
/// Allows unsecure connections via http.
///
/// This setting is most useful for testing / development when connecting to emulated services.
pub fn with_allow_http(mut self, allow_http: bool) -> Self {
self.allow_http = Some(allow_http);
self
}
/// Storage options for configuring backend object store
pub fn storage_options(&self) -> StorageOptions {
let mut storage_options = self.storage_options.clone().unwrap_or_default();
if let Some(allow) = self.allow_http {
storage_options.insert(
"allow_http".into(),
if allow { "true" } else { "false" }.into(),
);
};
storage_options.into()
}
/// Build a delta storage backend for the given config
pub fn build_storage(self) -> DeltaResult<ObjectStoreRef> {
match self.options.storage_backend {
Some((storage, location)) => Ok(Arc::new(DeltaObjectStore::new(
storage,
ensure_table_uri(location.as_str())?,
))),
None => {
let location = ensure_table_uri(&self.options.table_uri)?;
Ok(Arc::new(DeltaObjectStore::try_new(
location,
self.storage_options(),
)?))
}
}
}
/// Build the [`DeltaTable`] from specified options.
///
/// This will not load the log, i.e. the table is not initialized. To get an initialized
/// table use the `load` function
pub fn build(self) -> DeltaResult<DeltaTable> {
let config = DeltaTableConfig {
require_tombstones: self.options.require_tombstones,
require_files: self.options.require_files,
};
Ok(DeltaTable::new(self.build_storage()?, config))
}
/// Build the [`DeltaTable`] and load its state
pub async fn load(self) -> DeltaResult<DeltaTable> {
let version = self.options.version.clone();
let mut table = self.build()?;
match version {
DeltaVersion::Newest => table.load().await?,
DeltaVersion::Version(v) => table.load_version(v).await?,
DeltaVersion::Timestamp(ts) => table.load_with_datetime(ts).await?,
}
Ok(table)
}
}
/// Storage option keys to use when creating [crate::storage::s3::S3StorageOptions].
/// The same key should be used whether passing a key in the hashmap or setting it as an environment variable.
/// Provided keys may include configuration for the S3 backend and also the optional DynamoDb lock used for atomic rename.
pub mod s3_storage_options {
/// Custom S3 endpoint.
pub const AWS_ENDPOINT_URL: &str = "AWS_ENDPOINT_URL";
/// The AWS region.
pub const AWS_REGION: &str = "AWS_REGION";
/// The AWS profile.
pub const AWS_PROFILE: &str = "AWS_PROFILE";
/// The AWS_ACCESS_KEY_ID to use for S3.
pub const AWS_ACCESS_KEY_ID: &str = "AWS_ACCESS_KEY_ID";
/// The AWS_SECRET_ACCESS_KEY to use for S3.
pub const AWS_SECRET_ACCESS_KEY: &str = "AWS_SECRET_ACCESS_KEY";
/// The AWS_SESSION_TOKEN to use for S3.
pub const AWS_SESSION_TOKEN: &str = "AWS_SESSION_TOKEN";
/// Uses either "path" (the default) or "virtual", which turns on
/// [virtual host addressing](http://docs.aws.amazon.com/AmazonS3/latest/dev/VirtualHosting.html).
pub const AWS_S3_ADDRESSING_STYLE: &str = "AWS_S3_ADDRESSING_STYLE";
/// Locking provider to use for safe atomic rename.
/// `dynamodb` is currently the only supported locking provider.
/// If not set, safe atomic rename is not available.
pub const AWS_S3_LOCKING_PROVIDER: &str = "AWS_S3_LOCKING_PROVIDER";
/// The role to assume for S3 writes.
pub const AWS_S3_ASSUME_ROLE_ARN: &str = "AWS_S3_ASSUME_ROLE_ARN";
/// The role session name to use when a role is assumed. If not provided a random session name is generated.
pub const AWS_S3_ROLE_SESSION_NAME: &str = "AWS_S3_ROLE_SESSION_NAME";
/// The `pool_idle_timeout` option of aws http client. Has to be lower than 20 seconds, which is
/// default S3 server timeout <https://aws.amazon.com/premiumsupport/knowledge-center/s3-socket-connection-timeout-error/>.
/// However, since rusoto uses hyper as a client, its default timeout is 90 seconds
/// <https://docs.rs/hyper/0.13.2/hyper/client/struct.Builder.html#method.keep_alive_timeout>.
/// Hence, the `connection closed before message completed` could occur.
/// To avoid that, the default value of this setting is 15 seconds if it's not set otherwise.
pub const AWS_S3_POOL_IDLE_TIMEOUT_SECONDS: &str = "AWS_S3_POOL_IDLE_TIMEOUT_SECONDS";
/// The `pool_idle_timeout` for the as3_storage_options sts client. See
/// the reasoning in `AWS_S3_POOL_IDLE_TIMEOUT_SECONDS`.
pub const AWS_STS_POOL_IDLE_TIMEOUT_SECONDS: &str = "AWS_STS_POOL_IDLE_TIMEOUT_SECONDS";
/// The number of retries for S3 GET requests failed with 500 Internal Server Error.
pub const AWS_S3_GET_INTERNAL_SERVER_ERROR_RETRIES: &str =
"AWS_S3_GET_INTERNAL_SERVER_ERROR_RETRIES";
/// The web identity token file to use when using a web identity provider.
/// NOTE: web identity related options are set in the environment when
/// creating an instance of [crate::storage::s3::S3StorageOptions].
/// See also <https://docs.rs/rusoto_sts/0.47.0/rusoto_sts/struct.WebIdentityProvider.html#method.from_k8s_env>.
pub const AWS_WEB_IDENTITY_TOKEN_FILE: &str = "AWS_WEB_IDENTITY_TOKEN_FILE";
/// The role name to use for web identity.
/// NOTE: web identity related options are set in the environment when
/// creating an instance of [crate::storage::s3::S3StorageOptions].
/// See also <https://docs.rs/rusoto_sts/0.47.0/rusoto_sts/struct.WebIdentityProvider.html#method.from_k8s_env>.
pub const AWS_ROLE_ARN: &str = "AWS_ROLE_ARN";
/// The role session name to use for web identity.
/// NOTE: web identity related options are set in the environment when
/// creating an instance of [crate::storage::s3::S3StorageOptions].
/// See also <https://docs.rs/rusoto_sts/0.47.0/rusoto_sts/struct.WebIdentityProvider.html#method.from_k8s_env>.
pub const AWS_ROLE_SESSION_NAME: &str = "AWS_ROLE_SESSION_NAME";
/// Allow http connections - mainly useful for integration tests
pub const AWS_STORAGE_ALLOW_HTTP: &str = "AWS_STORAGE_ALLOW_HTTP";
/// If set to "true", allows creating commits without concurrent writer protection.
/// Only safe if there is one writer to a given table.
pub const AWS_S3_ALLOW_UNSAFE_RENAME: &str = "AWS_S3_ALLOW_UNSAFE_RENAME";
/// The list of option keys owned by the S3 module.
/// Option keys not contained in this list will be added to the `extra_opts`
/// field of [crate::storage::s3::S3StorageOptions].
/// `extra_opts` are passed to [dynamodb_lock::DynamoDbOptions] to configure the lock client.
pub const S3_OPTS: &[&str] = &[
AWS_ENDPOINT_URL,
AWS_REGION,
AWS_PROFILE,
AWS_ACCESS_KEY_ID,
AWS_SECRET_ACCESS_KEY,
AWS_SESSION_TOKEN,
AWS_S3_LOCKING_PROVIDER,
AWS_S3_ASSUME_ROLE_ARN,
AWS_S3_ROLE_SESSION_NAME,
AWS_WEB_IDENTITY_TOKEN_FILE,
AWS_ROLE_ARN,
AWS_ROLE_SESSION_NAME,
AWS_S3_POOL_IDLE_TIMEOUT_SECONDS,
AWS_STS_POOL_IDLE_TIMEOUT_SECONDS,
AWS_S3_GET_INTERNAL_SERVER_ERROR_RETRIES,
];
}
#[allow(dead_code)]
pub(crate) fn str_option(map: &HashMap<String, String>, key: &str) -> Option<String> {
map.get(key)
.map_or_else(|| std::env::var(key).ok(), |v| Some(v.to_owned()))
}
pub(crate) fn ensure_table_uri(table_uri: impl AsRef<str>) -> DeltaResult<Url> {
let table_uri = table_uri.as_ref();
if let Ok(path) = std::fs::canonicalize(table_uri) {
return Url::from_directory_path(path)
.map_err(|_| DeltaTableError::InvalidTableLocation(table_uri.to_string()));
}
if let Ok(url) = Url::parse(table_uri) {
return Ok(match url.scheme() {
"file" => url,
_ => {
let mut new_url = url.clone();
new_url.set_path(url.path().trim_end_matches('/'));
new_url
}
});
}
// The table uri still might be a relative paths that does not exist.
std::fs::create_dir_all(table_uri)
.map_err(|_| DeltaTableError::InvalidTableLocation(table_uri.to_string()))?;
let path = std::fs::canonicalize(table_uri)
.map_err(|_| DeltaTableError::InvalidTableLocation(table_uri.to_string()))?;
Url::from_directory_path(path)
.map_err(|_| DeltaTableError::InvalidTableLocation(table_uri.to_string()))
}
#[cfg(test)]
mod tests {
use super::*;
#[test]
fn test_ensure_table_uri() {
// parse an exisiting relative directory
let uri = ensure_table_uri(".");
assert!(uri.is_ok());
let _uri = ensure_table_uri("./nonexistent");
assert!(uri.is_ok());
let uri = ensure_table_uri("s3://container/path");
assert!(uri.is_ok());
let uri = ensure_table_uri("file:///").unwrap();
assert_eq!("file:///", uri.as_str());
let uri = ensure_table_uri("memory://").unwrap();
assert_eq!("memory://", uri.as_str());
let uri = ensure_table_uri("s3://tests/data/delta-0.8.0/").unwrap();
assert_eq!("s3://tests/data/delta-0.8.0", uri.as_str());
let _uri = ensure_table_uri("s3://tests/data/delta-0.8.0//").unwrap();
assert_eq!("s3://tests/data/delta-0.8.0", uri.as_str())
}
}