Files
windmill/backend/windmill-worker/src/snowflake_executor.rs

353 lines
11 KiB
Rust

use base64::{engine, Engine as _};
use core::fmt::Write;
use futures::TryFutureExt;
use jsonwebtoken::{encode, Algorithm, EncodingKey, Header};
use serde_json::{json, value::RawValue, Value};
use sha2::{Digest, Sha256};
use windmill_common::error::to_anyhow;
use windmill_common::jobs::QueuedJob;
use windmill_common::{error::Error, worker::to_raw_value};
use windmill_parser_sql::{parse_db_resource, parse_snowflake_sig};
use windmill_queue::{CanceledBy, HTTP_CLIENT};
use serde::{Deserialize, Serialize};
use crate::common::run_future_with_polling_update_job_poller;
use crate::{common::build_args_values, AuthedClientBackgroundTask};
#[derive(Serialize)]
struct Claims {
iss: String,
sub: String,
iat: i64,
exp: i64,
}
#[derive(Deserialize)]
struct SnowflakeDatabase {
account_identifier: String,
public_key: String,
private_key: String,
username: String,
database: Option<String>,
schema: Option<String>,
warehouse: Option<String>,
role: Option<String>,
}
#[derive(Deserialize)]
#[allow(non_snake_case)]
struct SnowflakeResponse {
data: Vec<Vec<Value>>,
resultSetMetaData: SnowflakeResultSetMetaData,
}
#[derive(Deserialize)]
#[allow(non_snake_case)]
struct SnowflakeResultSetMetaData {
numRows: i64,
rowType: Vec<SnowflakeRowType>,
}
#[derive(Deserialize)]
struct SnowflakeRowType {
name: String,
r#type: String,
}
#[allow(non_snake_case)]
#[derive(Deserialize)]
struct SnowflakeError {
message: String,
}
pub async fn do_snowflake(
job: &QueuedJob,
client: &AuthedClientBackgroundTask,
query: &str,
db: &sqlx::Pool<sqlx::Postgres>,
mem_peak: &mut i32,
canceled_by: &mut Option<CanceledBy>,
worker_name: &str,
column_order: &mut Option<Vec<String>>,
) -> windmill_common::error::Result<Box<RawValue>> {
let snowflake_args = build_args_values(job, client, db).await?;
let inline_db_res_path = parse_db_resource(&query);
let db_arg = if let Some(inline_db_res_path) = inline_db_res_path {
Some(
client
.get_authed()
.await
.get_resource_value_interpolated::<serde_json::Value>(
&inline_db_res_path,
Some(job.id.to_string()),
)
.await?,
)
} else {
snowflake_args.get("database").cloned()
};
let database = if let Some(db) = db_arg {
serde_json::from_value::<SnowflakeDatabase>(db.clone())
.map_err(|e| Error::ExecutionErr(e.to_string()))?
} else {
return Err(Error::BadRequest("Missing database argument".to_string()));
};
let qualified_username = format!(
"{}.{}",
database.account_identifier.split('.').next().unwrap_or(""), // get first part of account identifier
database.username
)
.to_uppercase();
let public_key = pem::parse(database.public_key.as_bytes()).map_err(|e| {
Error::ExecutionErr(format!("Failed to parse public key: {}", e.to_string()))
})?;
let mut public_key_hash = Sha256::new();
public_key_hash.update(public_key.contents());
let public_key_fp = engine::general_purpose::STANDARD.encode(public_key_hash.finalize());
let iss = format!("{}.SHA256:{}", qualified_username, public_key_fp);
let claims = Claims {
iss: iss,
sub: qualified_username,
iat: chrono::Utc::now().timestamp(),
exp: (chrono::Utc::now() + chrono::Duration::try_hours(1).unwrap()).timestamp(),
};
let private_key = EncodingKey::from_rsa_pem(database.private_key.as_bytes()).map_err(|e| {
Error::ExecutionErr(format!("Failed to parse private key: {}", e.to_string()))
})?;
let token = encode(&Header::new(Algorithm::RS256), &claims, &private_key)
.map_err(|e| Error::ExecutionErr(e.to_string()))?;
tracing::debug!("Snowflake token: {}", token);
let mut bindings = serde_json::Map::new();
let sig = parse_snowflake_sig(&query)
.map_err(|x| Error::ExecutionErr(x.to_string()))?
.args;
let mut i = 1;
for arg in &sig {
let arg_t = arg.otyp.clone().unwrap_or_else(|| "string".to_string());
let arg_v = snowflake_args.get(&arg.name).cloned().unwrap_or(json!(""));
let snowflake_v = convert_typ_val(arg_t, arg_v);
bindings.insert(i.to_string(), snowflake_v);
i += 1;
}
let mut body = serde_json::Map::new();
if database.schema.is_some() {
body.insert(
"schema".to_string(),
json!(database.schema.unwrap().to_uppercase()),
);
}
if database.warehouse.is_some() {
body.insert(
"warehouse".to_string(),
json!(database.warehouse.unwrap().to_uppercase()),
);
}
if database.role.is_some() {
body.insert(
"role".to_string(),
json!(database.role.unwrap().to_uppercase()),
);
}
if database.database.is_some() {
body.insert(
"database".to_string(),
json!(database.database.unwrap().to_uppercase()),
);
}
body.insert("statement".to_string(), json!(query));
body.insert("timeout".to_string(), json!(10)); // in seconds
if i > 1 {
body.insert("bindings".to_string(), json!(bindings));
}
let result_f = async {
let response = HTTP_CLIENT
.post(format!(
"https://{}.snowflakecomputing.com/api/v2/statements/",
database.account_identifier.to_uppercase()
))
.bearer_auth(token)
.header("X-Snowflake-Authorization-Token-Type", "KEYPAIR_JWT")
.json(&body)
.send()
.await
.map_err(|e| Error::ExecutionErr(e.to_string()))?;
match response.error_for_status_ref() {
Ok(_) => {
let result = response
.json::<SnowflakeResponse>()
.await
.map_err(|e| Error::ExecutionErr(e.to_string()))?;
if result.resultSetMetaData.numRows > 10000 {
return Err(Error::ExecutionErr(
"More than 10000 rows were requested, use LIMIT 10000 to limit the number of rows".to_string(),
));
}
*column_order = Some(
result
.resultSetMetaData
.rowType
.iter()
.map(|x| x.name.clone())
.collect::<Vec<String>>(),
);
let rows = to_raw_value(
&result
.data
.iter()
.map(|row| {
let mut row_map = serde_json::Map::new();
row.iter()
.zip(result.resultSetMetaData.rowType.iter())
.for_each(|(val, row_type)| {
row_map.insert(
row_type.name.clone(),
parse_val(&val, &row_type.r#type),
);
});
row_map
})
.collect::<Vec<_>>(),
);
Ok(rows)
}
Err(e) => {
let resp = response.text().await.unwrap_or("".to_string());
match serde_json::from_str::<SnowflakeError>(&resp) {
Ok(sf_err) => Err(Error::ExecutionErr(sf_err.message)),
Err(_) => Err(Error::ExecutionErr(e.to_string())),
}
}
}
};
let r = run_future_with_polling_update_job_poller(
job.id,
job.timeout,
db,
mem_peak,
canceled_by,
result_f.map_err(to_anyhow),
worker_name,
&job.workspace_id,
)
.await?;
*mem_peak = (r.get().len() / 1000) as i32;
Ok(r)
}
fn convert_typ_val(arg_t: String, arg_v: Value) -> Value {
match arg_t.as_str() {
"date" => {
let arr = arg_v
.as_str()
.unwrap_or("")
.split("T")
.collect::<Vec<&str>>();
json!({
"type": "TEXT",
"value": match arr.as_slice() {
[date, _] => {
json!(date)
}
_ => {
arg_v
}
}
})
}
"time" => {
let arr = arg_v
.as_str()
.unwrap_or("")
.split("T")
.collect::<Vec<&str>>();
json!({
"type": "TEXT",
"value": match arr.as_slice() {
[_, time] => {
json!(time)
}
_ => {
arg_v
}
}
})
}
"binary" => {
// convert base64 to hex as expected by snowflake
let bytes = engine::general_purpose::STANDARD
.decode(arg_v.as_str().unwrap_or(""))
.unwrap_or(vec![]);
let mut hex = String::with_capacity(bytes.len() * 2);
for byte in bytes {
write!(hex, "{:02X}", byte).unwrap_or(());
}
json!({
"type": "TEXT",
"value": hex
})
}
_ => {
let mut v = arg_v;
if !v.is_string() {
// if not string, convert to string for api request
v = json!(v.to_string());
}
json!({
"type": "TEXT", // snowflake infer type from schema
"value": v
})
}
}
}
fn parse_val(value: &Value, typ: &str) -> Value {
let str_value = value.as_str().unwrap_or("").to_string();
let val = match typ.to_lowercase().as_str() {
"boolean" => str_value.parse::<bool>().ok().map(|v| json!(v)),
"real" | "time" | "timestamp_ltz" | "timestamp_ntz" => {
str_value.parse::<f64>().ok().map(|v| json!(v))
}
"fixed" | "date" | "number" => str_value
.parse::<i64>()
.ok()
.map(|v| json!(v))
.or(str_value.parse::<f64>().ok().map(|v| json!(v))),
_ => Some(value.clone()),
};
if let Some(val) = val {
val
} else {
json!(format!(
"ERR: Could not parse {} argument with value {}",
typ, str_value
))
}
}