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Step 1: Include Dependencies First, include the necessary dependencies in your Cargo.toml file. You will need the AWS SDK for Rust with S3 client support and serde for JSON handling.
[dependencies]
aws-sdk-s3 = { version = "0.17.0", features = ["full"] } # Check for the latest version
tokio = { version = "1", features = ["full"] }
serde = { version = "1.0", features = ["derive"] }
serde_json = "1.0"
lambda_runtime = "0.4.1"
Ensure you're using compatible and latest versions as appropriate.
Step 2: Define Your Data Structure Define a Rust structure that matches the JSON object you expect to work with. Use serde::{Serialize, Deserialize} to easily convert between the JSON text and your Rust structure.
use serde::{Serialize, Deserialize};
#[derive(Serialize, Deserialize, Debug)]
struct MyData {
// Define your data structure that matches the JSON object
example_field: String,
another_field: i32,
}
Step 3: Implement Lambda Handler Implement your Lambda function handler. This function will use the AWS SDK for Rust to download the JSON object from S3 and deserialize it into your Rust structure.
use aws_sdk_s3::{Client, Error};
use lambda_runtime::{handler_fn, Context, Error as LambdaError};
use serde_json::from_str;
use tokio::runtime::Runtime;
async fn get_s3_object(s3_client: &Client, bucket: &str, key: &str) -> Result<String, Error> {
let resp = s3_client.get_object()
.bucket(bucket)
.key(key)
.send()
.await?;
let data = resp.body.collect().await?;
let content = String::from_utf8(data.into_bytes().to_vec()).expect("Invalid UTF-8");
Ok(content)
}
async fn function_handler(event: serde_json::Value, _: Context) -> Result<(), LambdaError> {
let runtime = Runtime::new().unwrap();
let shared_config = aws_config::load_from_env().await;
let s3_client = Client::new(&shared_config);
// Example: Specify your bucket and object key
let bucket = "your-bucket-name";
let key = "path/to/your/object.json";
let object_content = runtime.block_on(get_s3_object(&s3_client, bucket, key))?;
let my_data: MyData = from_str(&object_content)?;
// Now `my_data` is available as a Rust object
println!("{:?}", my_data);
Ok(())
}
fn main() -> Result<(), LambdaError> {
let runtime = Runtime::new().unwrap();
runtime.block_on(lambda_runtime::run(handler_fn(function_handler)))
}
1
I solved it using this code:
let response: aws_sdk_s3::operation::get_object::GetObjectOutput = client.get_object()
.bucket(bucket_name)
.key(key)
.send()
.await?;
let body = response.body.collect().await?;
let bytes = body.into_bytes();
let data: Vec<Vec<f64>> = serde_json::from_slice(&bytes)?; //Data Type has to match
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