-
Notifications
You must be signed in to change notification settings - Fork 40
Commit
This commit does not belong to any branch on this repository, and may belong to a fork outside of the repository.
lambda: netmark data source on cloud (#246)
* lambda: netmark data source on cloud * fix: ignore cloud test
- Loading branch information
Showing
4 changed files
with
164 additions
and
159 deletions.
There are no files selected for viewing
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,131 @@ | ||
| // Copyright 2020 UMD Database Group. All Rights Reserved. | ||
| // | ||
| // Licensed 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. | ||
|
|
||
| use lambda_runtime::{handler_fn, Context}; | ||
| use nexmark::event::{Auction, Bid, Person}; | ||
| use nexmark::{NexMarkEvent, NexMarkSource}; | ||
| use runtime::prelude::*; | ||
| use std::sync::Arc; | ||
|
|
||
| async fn handler(event: NexMarkEvent, _: Context) -> Result<NexMarkEvent> { | ||
| let person_schema = Arc::new(Person::schema()); | ||
| let batches = NexMarkSource::to_batch(&event.persons, person_schema); | ||
| let formatted = arrow::util::pretty::pretty_format_batches(&batches).unwrap(); | ||
| println!("{}", formatted); | ||
|
|
||
| let auction_schema = Arc::new(Auction::schema()); | ||
| let batches = NexMarkSource::to_batch(&event.auctions, auction_schema); | ||
| let formatted = arrow::util::pretty::pretty_format_batches(&batches).unwrap(); | ||
| println!("{}", formatted); | ||
|
|
||
| let bid_schema = Arc::new(Bid::schema()); | ||
| let batches = NexMarkSource::to_batch(&event.bids, bid_schema); | ||
| let formatted = arrow::util::pretty::pretty_format_batches(&batches).unwrap(); | ||
| println!("{}", formatted); | ||
|
|
||
| Ok(event) | ||
| } | ||
|
|
||
| #[tokio::main] | ||
| async fn main() -> Result<()> { | ||
| lambda_runtime::run(handler_fn(handler)).await?; | ||
| Ok(()) | ||
| } | ||
|
|
||
| #[cfg(test)] | ||
| mod tests { | ||
| use super::*; | ||
| use nexmark::config::Config; | ||
| use rusoto_core::Region; | ||
| use rusoto_lambda::{InvocationRequest, Lambda, LambdaClient}; | ||
|
|
||
| #[tokio::test] | ||
| async fn umd_lambda_serialization() -> Result<()> { | ||
| let mut config = Config::new(); | ||
| config.insert("threads", 10.to_string()); | ||
| config.insert("seconds", 1.to_string()); | ||
| config.insert("events-per-second", 100.to_string()); | ||
| let nex = NexMarkSource { | ||
| config, | ||
| ..Default::default() | ||
| }; | ||
| let events = nex.generate_data()?; | ||
| let events = events.select(0, 1).unwrap(); | ||
|
|
||
| let ret_events = handler(events, Context::default()).await?; | ||
|
|
||
| let person_schema = Arc::new(Person::schema()); | ||
| let batches = NexMarkSource::to_batch(&ret_events.persons, person_schema); | ||
| let formatted = arrow::util::pretty::pretty_format_batches(&batches).unwrap(); | ||
| println!("{}", formatted); | ||
|
|
||
| let auction_schema = Arc::new(Auction::schema()); | ||
| let batches = NexMarkSource::to_batch(&ret_events.auctions, auction_schema); | ||
| let formatted = arrow::util::pretty::pretty_format_batches(&batches).unwrap(); | ||
| println!("{}", formatted); | ||
|
|
||
| let bid_schema = Arc::new(Bid::schema()); | ||
| let batches = NexMarkSource::to_batch(&ret_events.bids, bid_schema); | ||
| let formatted = arrow::util::pretty::pretty_format_batches(&batches).unwrap(); | ||
| println!("{}", formatted); | ||
|
|
||
| Ok(()) | ||
| } | ||
|
|
||
| #[tokio::test] | ||
| #[ignore] | ||
| async fn umd_serde_on_cloud() -> Result<()> { | ||
| let mut config = Config::new(); | ||
| config.insert("threads", 10.to_string()); | ||
| config.insert("seconds", 1.to_string()); | ||
| config.insert("events-per-second", 100.to_string()); | ||
| let nex = NexMarkSource { | ||
| config, | ||
| ..Default::default() | ||
| }; | ||
| let events = nex.generate_data()?; | ||
| let events = events.select(0, 1).unwrap(); | ||
|
|
||
| // serialization and compression | ||
| let en_events = serde_json::to_vec(&events).unwrap(); | ||
|
|
||
| let client = LambdaClient::new(Region::UsEast1); | ||
| let request = InvocationRequest { | ||
| function_name: "arn:aws:lambda:us-east-1:942368842860:function:umd_runtime".to_string(), | ||
| payload: Some(en_events.into()), | ||
| invocation_type: Some("RequestResponse".to_string()), | ||
| ..Default::default() | ||
| }; | ||
| let response = client.invoke(request).await.unwrap(); | ||
|
|
||
| // decompression and deserialization | ||
| let de_events: NexMarkEvent = serde_json::from_slice(&response.payload.unwrap()).unwrap(); | ||
| let person_schema = Arc::new(Person::schema()); | ||
| let batches = NexMarkSource::to_batch(&de_events.persons, person_schema); | ||
| let formatted = arrow::util::pretty::pretty_format_batches(&batches).unwrap(); | ||
| println!("{}", formatted); | ||
|
|
||
| let auction_schema = Arc::new(Auction::schema()); | ||
| let batches = NexMarkSource::to_batch(&de_events.auctions, auction_schema); | ||
| let formatted = arrow::util::pretty::pretty_format_batches(&batches).unwrap(); | ||
| println!("{}", formatted); | ||
|
|
||
| let bid_schema = Arc::new(Bid::schema()); | ||
| let batches = NexMarkSource::to_batch(&de_events.bids, bid_schema); | ||
| let formatted = arrow::util::pretty::pretty_format_batches(&batches).unwrap(); | ||
| println!("{}", formatted); | ||
|
|
||
| Ok(()) | ||
| } | ||
| } |
This file was deleted.
Oops, something went wrong.