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session.rs
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234 lines (214 loc) · 9.29 KB
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//use super::datafusion::functions::geospatial::register_udfs as register_geo_udfs;
use super::datafusion::functions::register_udfs;
use super::datafusion::type_planner::CustomTypePlanner;
use super::dedicated_executor::DedicatedExecutor;
use super::error::{self as ex_error, Result};
// TODO: We need to fix this after geodatafusion is updated to datafusion 47
//use geodatafusion::udf::native::register_native as register_geo_native;
use crate::datafusion::logical_analyzer::analyzer_rules;
use crate::datafusion::logical_optimizer::split_ordered_aggregates::SplitOrderedAggregates;
use crate::datafusion::physical_optimizer::physical_optimizer_rules;
use crate::datafusion::query_planner::CustomQueryPlanner;
use crate::models::QueryContext;
use crate::query::UserQuery;
use crate::query_types::QueryRecordId;
use crate::running_queries::RunningQueries;
use crate::utils::Config;
use catalog::catalog_list::{DEFAULT_CATALOG, EmbucketCatalogList};
use catalog_metastore::Metastore;
use datafusion::config::ConfigOptions;
use datafusion::execution::runtime_env::RuntimeEnv;
use datafusion::execution::{SessionStateBuilder, SessionStateDefaults};
use datafusion::prelude::{SessionConfig, SessionContext};
use datafusion::sql::planner::IdentNormalizer;
use datafusion_functions_json::register_all as register_json_udfs;
use functions::expr_planner::CustomExprPlanner;
use functions::register_udafs;
use functions::session_params::{SessionParams, SessionProperty};
use functions::table::register_udtfs;
use snafu::ResultExt;
use std::collections::{HashMap, VecDeque};
use std::num::NonZero;
use std::sync::atomic::AtomicI64;
use std::sync::{Arc, RwLock};
use std::thread::available_parallelism;
use time::{Duration, OffsetDateTime};
pub const SESSION_INACTIVITY_EXPIRATION_SECONDS: i64 = 5 * 60;
static MINIMUM_PARALLEL_OUTPUT_FILES: usize = 1;
static PARALLEL_ROW_GROUP_RATIO: usize = 4;
#[must_use]
pub const fn to_unix(t: OffsetDateTime) -> i64 {
// unix_timestamp is enough, no need to use nanoseconds precision
t.unix_timestamp()
}
pub struct UserSession {
pub metastore: Arc<dyn Metastore>,
// running_queries contains all the queries running across sessions
pub running_queries: Arc<dyn RunningQueries>,
pub ctx: SessionContext,
pub ident_normalizer: IdentNormalizer,
pub executor: DedicatedExecutor,
pub config: Arc<Config>,
pub expiry: AtomicI64,
pub session_params: Arc<SessionParams>,
pub recent_queries: Arc<RwLock<VecDeque<QueryRecordId>>>,
}
impl UserSession {
pub fn new(
metastore: Arc<dyn Metastore>,
running_queries: Arc<dyn RunningQueries>,
config: Arc<Config>,
catalog_list: Arc<EmbucketCatalogList>,
runtime_env: Arc<RuntimeEnv>,
) -> Result<Self> {
let sql_parser_dialect = config
.sql_parser_dialect
.clone()
.unwrap_or_else(|| "snowflake".to_string());
let mut expr_planners = SessionStateDefaults::default_expr_planners();
// That's a hack to use our custom expr planner first and default ones later. We probably need to get rid of default planners at some point.
expr_planners.insert(0, Arc::new(CustomExprPlanner));
let parallelism_opt = available_parallelism().ok().map(NonZero::get);
let session_params = SessionParams::default();
let session_params_arc = Arc::new(session_params.clone());
let mut config_options = ConfigOptions::from_env().context(ex_error::DataFusionSnafu)?;
// Only set minimum_parallel_output_files if environment variable wasn't set
if std::env::var_os("DATAFUSION_EXECUTION_MINIMUM_PARALLEL_OUTPUT_FILES").is_none() {
config_options.execution.minimum_parallel_output_files = MINIMUM_PARALLEL_OUTPUT_FILES;
}
let state = SessionStateBuilder::new()
.with_config(
SessionConfig::from(config_options)
.with_option_extension(session_params)
.with_information_schema(true)
// Cannot create catalog (database) automatic since it requires default volume
.with_create_default_catalog_and_schema(false)
.set_str("datafusion.sql_parser.dialect", &sql_parser_dialect)
.set_str("datafusion.catalog.default_catalog", DEFAULT_CATALOG)
.set_bool(
"datafusion.execution.skip_physical_aggregate_schema_check",
true,
)
.set_bool("datafusion.sql_parser.parse_float_as_decimal", true)
.set_usize(
"datafusion.execution.parquet.maximum_parallel_row_group_writers",
parallelism_opt.map_or(1, |x| (x / PARALLEL_ROW_GROUP_RATIO).max(1)),
)
.set_usize(
"datafusion.execution.parquet.maximum_buffered_record_batches_per_stream",
parallelism_opt.map_or(1, |x| 1 + (x / PARALLEL_ROW_GROUP_RATIO).max(1)),
),
)
.with_default_features()
.with_runtime_env(runtime_env)
.with_catalog_list(catalog_list)
.with_query_planner(Arc::new(CustomQueryPlanner::default()))
.with_type_planner(Arc::new(CustomTypePlanner::default()))
.with_analyzer_rules(analyzer_rules(session_params_arc.clone()))
.with_optimizer_rule(Arc::new(SplitOrderedAggregates::new()))
.with_physical_optimizer_rules(physical_optimizer_rules())
.with_expr_planners(expr_planners)
.build();
let mut ctx = SessionContext::new_with_state(state);
register_udfs(&mut ctx, &session_params_arc).context(ex_error::RegisterUDFSnafu)?;
register_udafs(&mut ctx).context(ex_error::RegisterUDAFSnafu)?;
register_udtfs(&ctx);
register_json_udfs(&mut ctx).context(ex_error::RegisterUDFSnafu)?;
//register_geo_native(&ctx);
//register_geo_udfs(&ctx);
let enable_ident_normalization = ctx.enable_ident_normalization();
let session = Self {
metastore,
running_queries,
ctx,
ident_normalizer: IdentNormalizer::new(enable_ident_normalization),
executor: DedicatedExecutor::builder().build(),
config,
expiry: AtomicI64::new(to_unix(
OffsetDateTime::now_utc()
+ Duration::seconds(SESSION_INACTIVITY_EXPIRATION_SECONDS),
)),
session_params: session_params_arc,
recent_queries: Arc::new(RwLock::new(VecDeque::new())),
};
Ok(session)
}
pub fn query<S>(self: &Arc<Self>, query: S, query_context: QueryContext) -> UserQuery
where
S: Into<String>,
{
UserQuery::new(self.clone(), query.into(), query_context)
}
pub fn set_session_variable(
&self,
set: bool,
params: HashMap<String, SessionProperty>,
) -> Result<()> {
let state = self.ctx.state_ref();
let mut write = state.write();
let mut datafusion_params = Vec::new();
let mut session_params = HashMap::new();
for (key, prop) in params {
if key.to_lowercase().starts_with("datafusion.") {
datafusion_params.push((key.to_ascii_lowercase(), prop.value));
} else {
session_params.insert(key.to_ascii_lowercase(), prop);
}
}
let options = write.config_mut().options_mut();
for (key, value) in datafusion_params {
options
.set(&key, &value)
.context(ex_error::DataFusionSnafu)?;
}
let config = options.extensions.get_mut::<SessionParams>();
if let Some(cfg) = config {
if set {
cfg.set_properties(session_params)
.context(ex_error::DataFusionSnafu)?;
} else {
cfg.remove_properties(session_params)
.context(ex_error::DataFusionSnafu)?;
}
}
Ok(())
}
#[must_use]
pub fn get_session_variable(&self, variable: &str) -> Option<String> {
let state = self.ctx.state();
let config = state.config().options().extensions.get::<SessionParams>();
if let Some(cfg) = config {
return cfg.properties.get(variable).map(|v| v.value.clone());
}
None
}
#[must_use]
pub fn get_session_variable_bool(&self, variable: &str) -> bool {
let state = self.ctx.state();
let config = state.config().options().extensions.get::<SessionParams>();
if let Some(cfg) = config
&& let Some(prop) = cfg.properties.get(variable)
&& let Some(parsed) = parse_bool(&prop.value)
{
return parsed;
}
false
}
pub fn record_query_id(&self, query_id: QueryRecordId) {
const MAX_QUERIES: usize = 64;
if let Ok(mut guard) = self.recent_queries.write() {
guard.push_front(query_id);
while guard.len() > MAX_QUERIES {
guard.pop_back();
}
}
}
}
#[must_use]
pub fn parse_bool(value: &str) -> Option<bool> {
match value.trim().to_ascii_lowercase().as_str() {
"true" | "1" => Some(true),
"false" | "0" => Some(false),
_ => None,
}
}