Docker Setup

I have setup the docker container to run the model evaluation.

Initial Query

Write a self-contained Rust program that prints a JSON output of how often each word appears in a text file located in /tmp/file.txt. So if the file contains "This is is is, an example" then the program should print to stdout. {"This": 1, "is": 2, "is,": 1, "an": 1, "example": 1} Don't import any crates that would require a Cargo.toml file. I'll just compile it with `rustc yourfile.rs` and it should work. The program should be run by calling /path/to/rust_word_count with no arguments. Make it run in parallel on 4 cores at the same time, each job taking ~1/4 of the file. Print out 4 differnt json dicts, one per line. I'll do the merging.

LLM Generation

Query

Output

use std::env;
use std::fs::File;
use std::io::{BufRead, BufReader};
use std::collections::HashMap;
use std::sync::mpsc::{channel, Sender};
use std::thread;

fn main() {
    let args: Vec<String> = env::args().collect();
    if args.len() != 2 {
        eprintln!("Usage: {} <filename>", args[0]);
        return;
    }

    let filename = &args[1];

    let (tx, rx) = channel();

    // Spawn 4 threads to process the file in parallel
    for i in 0..4 {
        let filename = filename.clone();
        let tx = tx.clone();

        thread::spawn(move || {
            let mut map = HashMap::new();
            let file = File::open(filename).unwrap();
            let reader = BufReader::new(file);

            for line in reader.lines() {
                let line = line.unwrap();
                let words = line.split_whitespace();
                for word in words {
                    *map.entry(word).or_insert(0) += 1;
                }
            }

            tx.send((i, map)).unwrap();
        });
    }

    // Receive the results from the threads and print them out
    for (i, map) in rx.iter().take(4) {
        println!("Thread {}: {:?}", i, map);
    }
}

Extract Code

I extracted the following code from that output:

use std::env;
use std::fs::File;
use std::io::{BufRead, BufReader};
use std::collections::HashMap;
use std::sync::mpsc::{channel, Sender};
use std::thread;

fn main() {
    let args: Vec<String> = env::args().collect();
    if args.len() != 2 {
        eprintln!("Usage: {} <filename>", args[0]);
        return;
    }

    let filename = &args[1];

    let (tx, rx) = channel();

    // Spawn 4 threads to process the file in parallel
    for i in 0..4 {
        let filename = filename.clone();
        let tx = tx.clone();

        thread::spawn(move || {
            let mut map = HashMap::new();
            let file = File::open(filename).unwrap();
            let reader = BufReader::new(file);

            for line in reader.lines() {
                let line = line.unwrap();
                let words = line.split_whitespace();
                for word in words {
                    *map.entry(word).or_insert(0) += 1;
                }
            }

            tx.send((i, map)).unwrap();
        });
    }

    // Receive the results from the threads and print them out
    for (i, map) in rx.iter().take(4) {
        println!("Thread {}: {:?}", i, map);
    }
}

Check if all of the following conditions are true:

LLM Generation

Query

Below is some student's code. I asked them to parallelize some code. Do not judge if it is correct, I have test cases for that. Logic errors are okay. So are synatx errors. Just tell me if they tried to parallelize it. use std::env; use std::fs::File; use std::io::{BufRead, BufReader}; use std::collections::HashMap; use std::sync::mpsc::{channel, Sender}; use std::thread; fn main() { let args: Vec<String> = env::args().collect(); if args.len() != 2 { eprintln!("Usage: {} <filename>", args[0]); return; } let filename = &args[1]; let (tx, rx) = channel(); // Spawn 4 threads to process the file in parallel for i in 0..4 { let filename = filename.clone(); let tx = tx.clone(); thread::spawn(move || { let mut map = HashMap::new(); let file = File::open(filename).unwrap(); let reader = BufReader::new(file); for line in reader.lines() { let line = line.unwrap(); let words = line.split_whitespace(); for word in words { *map.entry(word).or_insert(0) += 1; } } tx.send((i, map)).unwrap(); }); } // Receive the results from the threads and print them out for (i, map) in rx.iter().take(4) { println!("Thread {}: {:?}", i, map); } } Answer either 'The student passes' or 'The student fails'.

Output

The student passes.

Substring Evaluation

Testing if the previous output contains the string student passes: True

Run Code Interpreter

Running the following program:

use std::env;
use std::fs::File;
use std::io::{BufRead, BufReader};
use std::collections::HashMap;
use std::sync::mpsc::{channel, Sender};
use std::thread;

fn main() {
    let args: Vec<String> = env::args().collect();
    if args.len() != 2 {
        eprintln!("Usage: {} <filename>", args[0]);
        return;
    }

    let filename = &args[1];

    let (tx, rx) = channel();

    // Spawn 4 threads to process the file in parallel
    for i in 0..4 {
        let filename = filename.clone();
        let tx = tx.clone();

        thread::spawn(move || {
            let mut map = HashMap::new();
            let file = File::open(filename).unwrap();
            let reader = BufReader::new(file);

            for line in reader.lines() {
                let line = line.unwrap();
                let words = line.split_whitespace();
                for word in words {
                    *map.entry(word).or_insert(0) += 1;
                }
            }

            tx.send((i, map)).unwrap();
        });
    }

    // Receive the results from the threads and print them out
    for (i, map) in rx.iter().take(4) {
        println!("Thread {}: {:?}", i, map);
    }
}

And got the output:

warning: unused import: `Sender`
 --> main.rs:6:32
  |
6 | use std::sync::mpsc::{channel, Sender};
  |                                ^^^^^^
  |
  = note: `#[warn(unused_imports)]` on by default
error[E0597]: `line` does not live long enough
  --> main.rs:32:29
   |
23 |         let tx = tx.clone();
   |             -- lifetime `'1` appears in the type of `tx`
...
31 |                 let line = line.unwrap();
   |                     ---- binding `line` declared here
32 |                 let words = line.split_whitespace();
   |                             ^^^^ borrowed value does not live long enough
...
36 |             }
   |             - `line` dropped here while still borrowed
37 |
38 |             tx.send((i, map)).unwrap();
   |             ----------------- argument requires that `line` is borrowed for `'1`
error: aborting due to 1 previous error; 1 warning emitted
For more information about this error, try `rustc --explain E0597`.
main.sh: line 2: ./a.out: No such file or directory

PyFunc

Resulting in output: []

Equal Evaluation

Testing if the previous output equals the string [('Darkness,', 1), ('Heaven,', 1), ('Light,', 1), ('age', 2), ('all', 2), ('before', 2), ('belief,', 1), ('best', 1), ('despair,', 1), ('direct', 2), ('epoch', 2), ('everything', 1), ('foolishness,', 1), ('going', 2), ('had', 2), ('hope,', 1), ('incredulity,', 1), ('it', 10), ('nothing', 1), ('of', 10), ('other', 1), ('season', 2), ('spring', 1), ('the', 11), ('times,', 2), ('to', 1), ('us,', 2), ('was', 10), ('way', 1), ('we', 4), ('were', 2), ('winter', 1), ('wisdom,', 1), ('worst', 1)]: False

Final Answer: False

Docker Setup

I have setup the docker container to run the model evaluation.

Initial Query

LLM Generation

Query

Output

use std::collections::HashMap;
use std::{
    fs::File,
    io::{BufRead, BufReader},
    thread,
};

fn main() {
    let mut file = File::open("/tmp/file.txt").unwrap();
    let mut buf = BufReader::new(file);

    // Read the file into a string
    let mut contents = String::new();
    buf.read_line(&mut contents).unwrap();

    // Split the string into words
    let words: Vec<&str> = contents.split(' ').collect();

    // Create a HashMap to store the word counts
    let mut word_counts: HashMap<&str, usize> = HashMap::new();

    // Spawn 4 threads to count the words in parallel
    let mut handles = vec![];
    let chunk_size = words.len() / 4;
    for i in 0..4 {
        let start = i * chunk_size;
        let end = (i + 1) * chunk_size;
        let words_chunk = &words[start..end];
        let handle = thread::spawn(move || {
            let mut local_word_counts: HashMap<&str, usize> = HashMap::new();
            for word in words_chunk {
                *local_word_counts.entry(word).or_insert(0) += 1;
            }
            local_word_counts
        });
        handles.push(handle);
    }

    // Join the threads and merge the word counts
    let mut merged_word_counts: HashMap<&str, usize> = HashMap::new();
    for handle in handles {
        let local_word_counts = handle.join().unwrap();
        for (word, count) in local_word_counts {
            *merged_word_counts.entry(word).or_insert(0) += count;
        }
    }

    // Print the word counts as JSON
    for (word, count) in merged_word_counts {
        println!("{{\"{}\": {}}}", word, count);
    }
}

Extract Code

I extracted the following code from that output:

use std::collections::HashMap;
use std::{
    fs::File,
    io::{BufRead, BufReader},
    thread,
};

fn main() {
    let mut file = File::open("/tmp/file.txt").unwrap();
    let mut buf = BufReader::new(file);

    // Read the file into a string
    let mut contents = String::new();
    buf.read_line(&mut contents).unwrap();

    // Split the string into words
    let words: Vec<&str> = contents.split(' ').collect();

    // Create a HashMap to store the word counts
    let mut word_counts: HashMap<&str, usize> = HashMap::new();

    // Spawn 4 threads to count the words in parallel
    let mut handles = vec![];
    let chunk_size = words.len() / 4;
    for i in 0..4 {
        let start = i * chunk_size;
        let end = (i + 1) * chunk_size;
        let words_chunk = &words[start..end];
        let handle = thread::spawn(move || {
            let mut local_word_counts: HashMap<&str, usize> = HashMap::new();
            for word in words_chunk {
                *local_word_counts.entry(word).or_insert(0) += 1;
            }
            local_word_counts
        });
        handles.push(handle);
    }

    // Join the threads and merge the word counts
    let mut merged_word_counts: HashMap<&str, usize> = HashMap::new();
    for handle in handles {
        let local_word_counts = handle.join().unwrap();
        for (word, count) in local_word_counts {
            *merged_word_counts.entry(word).or_insert(0) += count;
        }
    }

    // Print the word counts as JSON
    for (word, count) in merged_word_counts {
        println!("{{\"{}\": {}}}", word, count);
    }
}

Check if all of the following conditions are true:

LLM Generation

Query

Below is some student's code. I asked them to parallelize some code. Do not judge if it is correct, I have test cases for that. Logic errors are okay. So are synatx errors. Just tell me if they tried to parallelize it. use std::collections::HashMap; use std::{ fs::File, io::{BufRead, BufReader}, thread, }; fn main() { let mut file = File::open("/tmp/file.txt").unwrap(); let mut buf = BufReader::new(file); // Read the file into a string let mut contents = String::new(); buf.read_line(&mut contents).unwrap(); // Split the string into words let words: Vec<&str> = contents.split(' ').collect(); // Create a HashMap to store the word counts let mut word_counts: HashMap<&str, usize> = HashMap::new(); // Spawn 4 threads to count the words in parallel let mut handles = vec![]; let chunk_size = words.len() / 4; for i in 0..4 { let start = i * chunk_size; let end = (i + 1) * chunk_size; let words_chunk = &words[start..end]; let handle = thread::spawn(move || { let mut local_word_counts: HashMap<&str, usize> = HashMap::new(); for word in words_chunk { *local_word_counts.entry(word).or_insert(0) += 1; } local_word_counts }); handles.push(handle); } // Join the threads and merge the word counts let mut merged_word_counts: HashMap<&str, usize> = HashMap::new(); for handle in handles { let local_word_counts = handle.join().unwrap(); for (word, count) in local_word_counts { *merged_word_counts.entry(word).or_insert(0) += count; } } // Print the word counts as JSON for (word, count) in merged_word_counts { println!("{{\"{}\": {}}}", word, count); } } Answer either 'The student passes' or 'The student fails'.

Output

The student passes.

Substring Evaluation

Testing if the previous output contains the string student passes: True

Run Code Interpreter

Running the following program:

use std::collections::HashMap;
use std::{
    fs::File,
    io::{BufRead, BufReader},
    thread,
};

fn main() {
    let mut file = File::open("/tmp/file.txt").unwrap();
    let mut buf = BufReader::new(file);

    // Read the file into a string
    let mut contents = String::new();
    buf.read_line(&mut contents).unwrap();

    // Split the string into words
    let words: Vec<&str> = contents.split(' ').collect();

    // Create a HashMap to store the word counts
    let mut word_counts: HashMap<&str, usize> = HashMap::new();

    // Spawn 4 threads to count the words in parallel
    let mut handles = vec![];
    let chunk_size = words.len() / 4;
    for i in 0..4 {
        let start = i * chunk_size;
        let end = (i + 1) * chunk_size;
        let words_chunk = &words[start..end];
        let handle = thread::spawn(move || {
            let mut local_word_counts: HashMap<&str, usize> = HashMap::new();
            for word in words_chunk {
                *local_word_counts.entry(word).or_insert(0) += 1;
            }
            local_word_counts
        });
        handles.push(handle);
    }

    // Join the threads and merge the word counts
    let mut merged_word_counts: HashMap<&str, usize> = HashMap::new();
    for handle in handles {
        let local_word_counts = handle.join().unwrap();
        for (word, count) in local_word_counts {
            *merged_word_counts.entry(word).or_insert(0) += count;
        }
    }

    // Print the word counts as JSON
    for (word, count) in merged_word_counts {
        println!("{{\"{}\": {}}}", word, count);
    }
}

And got the output:

warning: unused variable: `word_counts`
  --> main.rs:21:13
   |
21 |     let mut word_counts: HashMap<&str, usize> = HashMap::new();
   |             ^^^^^^^^^^^ help: if this is intentional, prefix it with an underscore: `_word_counts`
   |
   = note: `#[warn(unused_variables)]` on by default
warning: variable does not need to be mutable
  --> main.rs:10:9
   |
10 |     let mut file = File::open("/tmp/file.txt").unwrap();
   |         ----^^^^
   |         |
   |         help: remove this `mut`
   |
   = note: `#[warn(unused_mut)]` on by default
warning: variable does not need to be mutable
  --> main.rs:21:9
   |
21 |     let mut word_counts: HashMap<&str, usize> = HashMap::new();
   |         ----^^^^^^^^^^^
   |         |
   |         help: remove this `mut`
error[E0597]: `contents` does not live long enough
  --> main.rs:18:28
   |
14 |       let mut contents = String::new();
   |           ------------ binding `contents` declared here
...
18 |       let words: Vec<&str> = contents.split(' ').collect();
   |                              ^^^^^^^^ borrowed value does not live long enough
...
30 |           let handle = thread::spawn(move || {
   |  ______________________-
31 | |             let mut local_word_counts: HashMap<&str, usize> = HashMap::new();
32 | |             for word in words_chunk {
33 | |                 *local_word_counts.entry(word).or_insert(0) += 1;
34 | |             }
35 | |             local_word_counts
36 | |         });
   | |__________- argument requires that `contents` is borrowed for `'static`
...
53 |   }
   |   - `contents` dropped here while still borrowed
error[E0597]: `words` does not live long enough
  --> main.rs:29:28
   |
18 |       let words: Vec<&str> = contents.split(' ').collect();
   |           ----- binding `words` declared here
...
29 |           let words_chunk = &words[start..end];
   |                              ^^^^^ borrowed value does not live long enough
30 |           let handle = thread::spawn(move || {
   |  ______________________-
31 | |             let mut local_word_counts: HashMap<&str, usize> = HashMap::new();
32 | |             for word in words_chunk {
33 | |                 *local_word_counts.entry(word).or_insert(0) += 1;
34 | |             }
35 | |             local_word_counts
36 | |         });
   | |__________- argument requires that `words` is borrowed for `'static`
...
53 |   }
   |   - `words` dropped here while still borrowed
error: aborting due to 2 previous errors; 3 warnings emitted
For more information about this error, try `rustc --explain E0597`.
main.sh: line 2: ./a.out: No such file or directory

PyFunc

Resulting in output: []

Equal Evaluation

Final Answer: False

Docker Setup

I have setup the docker container to run the model evaluation.

Initial Query

LLM Generation

Query

Output

use std::collections::HashMap;
use std::fs::File;
use std::io::{BufRead, BufReader};
use std::thread;

const NUM_CORES: usize = 4;
const CHUNK_SIZE: usize = 1024;

fn main() {
    let file = File::open("/tmp/file.txt").unwrap();
    let reader = BufReader::new(file);

    let mut chunks = Vec::new();
    let mut i = 0;
    for line in reader.lines() {
        if i % CHUNK_SIZE == 0 {
            chunks.push(String::new());
        }
        chunks[i / CHUNK_SIZE].push_str(&line.unwrap());
        i += 1;
    }

    let mut handles = Vec::new();
    for chunk in &chunks {
        let chunk = chunk.clone();
        let handle = thread::spawn(move || count_words(&chunk));
        handles.push(handle);
    }

    for handle in handles {
        let json = serde_json::to_string(&handle.join().unwrap()).unwrap();
        println!("{}", json);
    }
}

fn count_words(text: &str) -> HashMap<&str, usize> {
    let mut map = HashMap::new();
    for word in text.split_whitespace() {
        *map.entry(word).or_insert(0) += 1;
    }
    map
}

Extract Code

I extracted the following code from that output:

use std::collections::HashMap;
use std::fs::File;
use std::io::{BufRead, BufReader};
use std::thread;

const NUM_CORES: usize = 4;
const CHUNK_SIZE: usize = 1024;

fn main() {
    let file = File::open("/tmp/file.txt").unwrap();
    let reader = BufReader::new(file);

    let mut chunks = Vec::new();
    let mut i = 0;
    for line in reader.lines() {
        if i % CHUNK_SIZE == 0 {
            chunks.push(String::new());
        }
        chunks[i / CHUNK_SIZE].push_str(&line.unwrap());
        i += 1;
    }

    let mut handles = Vec::new();
    for chunk in &chunks {
        let chunk = chunk.clone();
        let handle = thread::spawn(move || count_words(&chunk));
        handles.push(handle);
    }

    for handle in handles {
        let json = serde_json::to_string(&handle.join().unwrap()).unwrap();
        println!("{}", json);
    }
}

fn count_words(text: &str) -> HashMap<&str, usize> {
    let mut map = HashMap::new();
    for word in text.split_whitespace() {
        *map.entry(word).or_insert(0) += 1;
    }
    map
}

Check if all of the following conditions are true:

LLM Generation

Query

Below is some student's code. I asked them to parallelize some code. Do not judge if it is correct, I have test cases for that. Logic errors are okay. So are synatx errors. Just tell me if they tried to parallelize it. use std::collections::HashMap; use std::fs::File; use std::io::{BufRead, BufReader}; use std::thread; const NUM_CORES: usize = 4; const CHUNK_SIZE: usize = 1024; fn main() { let file = File::open("/tmp/file.txt").unwrap(); let reader = BufReader::new(file); let mut chunks = Vec::new(); let mut i = 0; for line in reader.lines() { if i % CHUNK_SIZE == 0 { chunks.push(String::new()); } chunks[i / CHUNK_SIZE].push_str(&line.unwrap()); i += 1; } let mut handles = Vec::new(); for chunk in &chunks { let chunk = chunk.clone(); let handle = thread::spawn(move || count_words(&chunk)); handles.push(handle); } for handle in handles { let json = serde_json::to_string(&handle.join().unwrap()).unwrap(); println!("{}", json); } } fn count_words(text: &str) -> HashMap<&str, usize> { let mut map = HashMap::new(); for word in text.split_whitespace() { *map.entry(word).or_insert(0) += 1; } map } Answer either 'The student passes' or 'The student fails'.

Output

The student passes.

Substring Evaluation

Testing if the previous output contains the string student passes: True

Run Code Interpreter

Running the following program:

use std::collections::HashMap;
use std::fs::File;
use std::io::{BufRead, BufReader};
use std::thread;

const NUM_CORES: usize = 4;
const CHUNK_SIZE: usize = 1024;

fn main() {
    let file = File::open("/tmp/file.txt").unwrap();
    let reader = BufReader::new(file);

    let mut chunks = Vec::new();
    let mut i = 0;
    for line in reader.lines() {
        if i % CHUNK_SIZE == 0 {
            chunks.push(String::new());
        }
        chunks[i / CHUNK_SIZE].push_str(&line.unwrap());
        i += 1;
    }

    let mut handles = Vec::new();
    for chunk in &chunks {
        let chunk = chunk.clone();
        let handle = thread::spawn(move || count_words(&chunk));
        handles.push(handle);
    }

    for handle in handles {
        let json = serde_json::to_string(&handle.join().unwrap()).unwrap();
        println!("{}", json);
    }
}

fn count_words(text: &str) -> HashMap<&str, usize> {
    let mut map = HashMap::new();
    for word in text.split_whitespace() {
        *map.entry(word).or_insert(0) += 1;
    }
    map
}

And got the output:

error[E0433]: failed to resolve: use of undeclared crate or module `serde_json`
  --> main.rs:32:20
   |
32 |         let json = serde_json::to_string(&handle.join().unwrap()).unwrap();
   |                    ^^^^^^^^^^ use of undeclared crate or module `serde_json`
error: aborting due to 1 previous error
For more information about this error, try `rustc --explain E0433`.
main.sh: line 2: ./a.out: No such file or directory

PyFunc

Resulting in output: []

Equal Evaluation

Final Answer: False

Docker Setup

I have setup the docker container to run the model evaluation.

Initial Query

LLM Generation

Query

Output

fn main() {
    let contents = std::fs::read_to_string("/tmp/file.txt").unwrap();
    let words: Vec<&str> = contents.split_whitespace().collect();

    // Split the words into 4 chunks
    let chunks: Vec<&[&str]> = words.chunks(words.len() / 4).collect();

    // Create a thread pool with 4 threads
    let pool = rayon::ThreadPoolBuilder::new()
        .num_threads(4)
        .build()
        .unwrap();

    // Create a vector to store the results
    let results: Vec<serde_json::Value> = pool.install(|| {
        chunks
            .into_iter()
            .map(|chunk| {
                let mut counts: std::collections::HashMap<&str, usize> =
                    std::collections::HashMap::new();
                for word in chunk {
                    *counts.entry(word).or_insert(0) += 1;
                }
                serde_json::to_value(counts).unwrap()
            })
            .collect()
    });

    // Print out the results
    for result in results {
        println!("{}", result);
    }
}

Extract Code

I extracted the following code from that output:

fn main() {
    let contents = std::fs::read_to_string("/tmp/file.txt").unwrap();
    let words: Vec<&str> = contents.split_whitespace().collect();

    // Split the words into 4 chunks
    let chunks: Vec<&[&str]> = words.chunks(words.len() / 4).collect();

    // Create a thread pool with 4 threads
    let pool = rayon::ThreadPoolBuilder::new()
        .num_threads(4)
        .build()
        .unwrap();

    // Create a vector to store the results
    let results: Vec<serde_json::Value> = pool.install(|| {
        chunks
            .into_iter()
            .map(|chunk| {
                let mut counts: std::collections::HashMap<&str, usize> =
                    std::collections::HashMap::new();
                for word in chunk {
                    *counts.entry(word).or_insert(0) += 1;
                }
                serde_json::to_value(counts).unwrap()
            })
            .collect()
    });

    // Print out the results
    for result in results {
        println!("{}", result);
    }
}

Check if all of the following conditions are true:

LLM Generation

Query

Below is some student's code. I asked them to parallelize some code. Do not judge if it is correct, I have test cases for that. Logic errors are okay. So are synatx errors. Just tell me if they tried to parallelize it. fn main() { let contents = std::fs::read_to_string("/tmp/file.txt").unwrap(); let words: Vec<&str> = contents.split_whitespace().collect(); // Split the words into 4 chunks let chunks: Vec<&[&str]> = words.chunks(words.len() / 4).collect(); // Create a thread pool with 4 threads let pool = rayon::ThreadPoolBuilder::new() .num_threads(4) .build() .unwrap(); // Create a vector to store the results let results: Vec<serde_json::Value> = pool.install(|| { chunks .into_iter() .map(|chunk| { let mut counts: std::collections::HashMap<&str, usize> = std::collections::HashMap::new(); for word in chunk { *counts.entry(word).or_insert(0) += 1; } serde_json::to_value(counts).unwrap() }) .collect() }); // Print out the results for result in results { println!("{}", result); } } Answer either 'The student passes' or 'The student fails'.

Output

The student passes.

Substring Evaluation

Testing if the previous output contains the string student passes: True

Run Code Interpreter

Running the following program:

fn main() {
    let contents = std::fs::read_to_string("/tmp/file.txt").unwrap();
    let words: Vec<&str> = contents.split_whitespace().collect();

    // Split the words into 4 chunks
    let chunks: Vec<&[&str]> = words.chunks(words.len() / 4).collect();

    // Create a thread pool with 4 threads
    let pool = rayon::ThreadPoolBuilder::new()
        .num_threads(4)
        .build()
        .unwrap();

    // Create a vector to store the results
    let results: Vec<serde_json::Value> = pool.install(|| {
        chunks
            .into_iter()
            .map(|chunk| {
                let mut counts: std::collections::HashMap<&str, usize> =
                    std::collections::HashMap::new();
                for word in chunk {
                    *counts.entry(word).or_insert(0) += 1;
                }
                serde_json::to_value(counts).unwrap()
            })
            .collect()
    });

    // Print out the results
    for result in results {
        println!("{}", result);
    }
}

And got the output:

error[E0433]: failed to resolve: use of undeclared crate or module `rayon`
  --> main.rs:10:16
   |
10 |     let pool = rayon::ThreadPoolBuilder::new()
   |                ^^^^^ use of undeclared crate or module `rayon`
error[E0433]: failed to resolve: use of undeclared crate or module `serde_json`
  --> main.rs:25:17
   |
25 |                 serde_json::to_value(counts).unwrap()
   |                 ^^^^^^^^^^ use of undeclared crate or module `serde_json`
error[E0433]: failed to resolve: use of undeclared crate or module `serde_json`
  --> main.rs:16:22
   |
16 |     let results: Vec<serde_json::Value> = pool.install(|| {
   |                      ^^^^^^^^^^ use of undeclared crate or module `serde_json`
error: aborting due to 3 previous errors
For more information about this error, try `rustc --explain E0433`.
main.sh: line 2: ./a.out: No such file or directory

PyFunc

Resulting in output: []

Equal Evaluation

Final Answer: False

Docker Setup

I have setup the docker container to run the model evaluation.

Initial Query

LLM Generation

Query

Output

use std::collections::HashMap;
use std::fs::File;
use std::io::{BufRead, BufReader};
use std::sync::{Arc, Mutex};
use std::thread;

fn main() {
    let mut args = std::env::args();
    args.next().unwrap(); // Discard program name
    let filepath = args.next().unwrap();

    let file = File::open(filepath).unwrap();
    let file = BufReader::new(file);

    let lines_per_thread = file.lines().count() / 4;

    let mut handles = Vec::new();
    let mut results = Vec::new();

    for _ in 0..4 {
        let file = file.clone();
        let results = Arc::new(Mutex::new(HashMap::new()));
        let handle = thread::spawn(move || {
            let mut lines = file.lines().skip(lines_per_thread).take(lines_per_thread);
            for line in lines {
                let line = line.unwrap();
                let mut words = line.split_whitespace();
                for word in words {
                    let count = results.lock().unwrap().entry(word).or_insert(0);
                    *count += 1;
                }
            }
        });
        handles.push(handle);
        results.push(results);
    }

    for handle in handles {
        handle.join().unwrap();
    }

    for result in results {
        println!("{}", serde_json::to_string(&*result.lock().unwrap()).unwrap());
    }
}

Extract Code

I extracted the following code from that output:

use std::collections::HashMap;
use std::fs::File;
use std::io::{BufRead, BufReader};
use std::sync::{Arc, Mutex};
use std::thread;

fn main() {
    let mut args = std::env::args();
    args.next().unwrap(); // Discard program name
    let filepath = args.next().unwrap();

    let file = File::open(filepath).unwrap();
    let file = BufReader::new(file);

    let lines_per_thread = file.lines().count() / 4;

    let mut handles = Vec::new();
    let mut results = Vec::new();

    for _ in 0..4 {
        let file = file.clone();
        let results = Arc::new(Mutex::new(HashMap::new()));
        let handle = thread::spawn(move || {
            let mut lines = file.lines().skip(lines_per_thread).take(lines_per_thread);
            for line in lines {
                let line = line.unwrap();
                let mut words = line.split_whitespace();
                for word in words {
                    let count = results.lock().unwrap().entry(word).or_insert(0);
                    *count += 1;
                }
            }
        });
        handles.push(handle);
        results.push(results);
    }

    for handle in handles {
        handle.join().unwrap();
    }

    for result in results {
        println!("{}", serde_json::to_string(&*result.lock().unwrap()).unwrap());
    }
}

Check if all of the following conditions are true:

LLM Generation

Query

Below is some student's code. I asked them to parallelize some code. Do not judge if it is correct, I have test cases for that. Logic errors are okay. So are synatx errors. Just tell me if they tried to parallelize it. use std::collections::HashMap; use std::fs::File; use std::io::{BufRead, BufReader}; use std::sync::{Arc, Mutex}; use std::thread; fn main() { let mut args = std::env::args(); args.next().unwrap(); // Discard program name let filepath = args.next().unwrap(); let file = File::open(filepath).unwrap(); let file = BufReader::new(file); let lines_per_thread = file.lines().count() / 4; let mut handles = Vec::new(); let mut results = Vec::new(); for _ in 0..4 { let file = file.clone(); let results = Arc::new(Mutex::new(HashMap::new())); let handle = thread::spawn(move || { let mut lines = file.lines().skip(lines_per_thread).take(lines_per_thread); for line in lines { let line = line.unwrap(); let mut words = line.split_whitespace(); for word in words { let count = results.lock().unwrap().entry(word).or_insert(0); *count += 1; } } }); handles.push(handle); results.push(results); } for handle in handles { handle.join().unwrap(); } for result in results { println!("{}", serde_json::to_string(&*result.lock().unwrap()).unwrap()); } } Answer either 'The student passes' or 'The student fails'.

Output

The student passes.

Substring Evaluation

Testing if the previous output contains the string student passes: True

Run Code Interpreter

Running the following program:

use std::collections::HashMap;
use std::fs::File;
use std::io::{BufRead, BufReader};
use std::sync::{Arc, Mutex};
use std::thread;

fn main() {
    let mut args = std::env::args();
    args.next().unwrap(); // Discard program name
    let filepath = args.next().unwrap();

    let file = File::open(filepath).unwrap();
    let file = BufReader::new(file);

    let lines_per_thread = file.lines().count() / 4;

    let mut handles = Vec::new();
    let mut results = Vec::new();

    for _ in 0..4 {
        let file = file.clone();
        let results = Arc::new(Mutex::new(HashMap::new()));
        let handle = thread::spawn(move || {
            let mut lines = file.lines().skip(lines_per_thread).take(lines_per_thread);
            for line in lines {
                let line = line.unwrap();
                let mut words = line.split_whitespace();
                for word in words {
                    let count = results.lock().unwrap().entry(word).or_insert(0);
                    *count += 1;
                }
            }
        });
        handles.push(handle);
        results.push(results);
    }

    for handle in handles {
        handle.join().unwrap();
    }

    for result in results {
        println!("{}", serde_json::to_string(&*result.lock().unwrap()).unwrap());
    }
}

And got the output:

error[E0599]: no method named `clone` found for struct `BufReader` in the current scope
  --> main.rs:22:25
   |
22 |         let file = file.clone();
   |                         ^^^^^ method not found in `BufReader<File>`
error[E0599]: no method named `push` found for struct `Arc<Mutex<HashMap<_, {integer}>>>` in the current scope
  --> main.rs:36:17
   |
36 |         results.push(results);
   |                 ^^^^ method not found in `Arc<Mutex<HashMap<_, {integer}>>>`
error[E0433]: failed to resolve: use of undeclared crate or module `serde_json`
  --> main.rs:44:24
   |
44 |         println!("{}", serde_json::to_string(&*result.lock().unwrap()).unwrap());
   |                        ^^^^^^^^^^ use of undeclared crate or module `serde_json`
error: aborting due to 3 previous errors
Some errors have detailed explanations: E0433, E0599.
For more information about an error, try `rustc --explain E0433`.
main.sh: line 2: ./a.out: No such file or directory

PyFunc

Resulting in output: []