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

LLM Generation

Query

Output

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

fn main() {
    // Open the file located at /tmp/file.txt
    let file = File::open("/tmp/file.txt").expect("Could not open file");

    // Create a HashMap to store word frequencies
    let mut word_freq: HashMap<String, u32> = HashMap::new();

    // Read the file line by line
    let reader = BufReader::new(file);
    for line in reader.lines() {
        let line = line.expect("Could not read line");
        let words = line.split_whitespace();

        // Count the frequency of each word
        for word in words {
            *word_freq.entry(word.to_string()).or_insert(0) += 1;
        }
    }

    // Print the word frequencies in JSON format
    print!("{");
    let mut first = true;
    for (word, count) in word_freq {
        if !first {
            print!(", ");
        }
        print!("\"{}\": {}", word, count);
        first = false;
    }
    println!("}}");
}

Extract Code

I extracted the following code from that output:

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

fn main() {
    // Open the file located at /tmp/file.txt
    let file = File::open("/tmp/file.txt").expect("Could not open file");

    // Create a HashMap to store word frequencies
    let mut word_freq: HashMap<String, u32> = HashMap::new();

    // Read the file line by line
    let reader = BufReader::new(file);
    for line in reader.lines() {
        let line = line.expect("Could not read line");
        let words = line.split_whitespace();

        // Count the frequency of each word
        for word in words {
            *word_freq.entry(word.to_string()).or_insert(0) += 1;
        }
    }

    // Print the word frequencies in JSON format
    print!("{");
    let mut first = true;
    for (word, count) in word_freq {
        if !first {
            print!(", ");
        }
        print!("\"{}\": {}", word, count);
        first = false;
    }
    println!("}}");
}

Run Code Interpreter

Running the following program:

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

fn main() {
    // Open the file located at /tmp/file.txt
    let file = File::open("/tmp/file.txt").expect("Could not open file");

    // Create a HashMap to store word frequencies
    let mut word_freq: HashMap<String, u32> = HashMap::new();

    // Read the file line by line
    let reader = BufReader::new(file);
    for line in reader.lines() {
        let line = line.expect("Could not read line");
        let words = line.split_whitespace();

        // Count the frequency of each word
        for word in words {
            *word_freq.entry(word.to_string()).or_insert(0) += 1;
        }
    }

    // Print the word frequencies in JSON format
    print!("{");
    let mut first = true;
    for (word, count) in word_freq {
        if !first {
            print!(", ");
        }
        print!("\"{}\": {}", word, count);
        first = false;
    }
    println!("}}");
}

And got the output:

error: invalid format string: expected `'}'` but string was terminated
  --> main.rs:26:14
   |
26 |     print!("{");
   |             -^ expected `'}'` in format string
   |             |
   |             because of this opening brace
   |
   = note: if you intended to print `{`, you can escape it using `{{`
error: aborting due to 1 previous error
main.sh: line 2: ./a.out: No such file or directory

Extract Json

I extracted the following JSON from that output:

{
   "error": "invalid format string: expected `'}'` but string was terminated",
   "location": {
      "file": "main.rs",
      "line": 26,
      "column": 14
   },
   "note": "if you intended to print `{`, you can escape it using `{{`"
}

JSON Subset Evaluator

Testing if the previous output matches the JSON: { "the": 11, "it": 10, "was": 10, "of": 10, "we": 4, "times,": 2, "age": 2, "epoch": 2, "season": 2, "had": 2, "before": 2, "us,": 2, "were": 2, "all": 2, "going": 2, "direct": 2, "best": 1, "worst": 1, "wisdom,": 1, "foolishness,": 1, "belief,": 1, "incredulity,": 1, "Light,": 1, "Darkness,": 1, "spring": 1, "hope,": 1, "winter": 1, "despair,": 1, "everything": 1, "nothing": 1, "to": 1, "Heaven,": 1, "other": 1, "way": 1 }: 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::{BufReader, Read};

fn main() {
    let file_path = "/tmp/file.txt";
    
    let mut file = File::open(file_path).expect("Failed to open file");
    let mut contents = String::new();
    file.read_to_string(&mut contents).expect("Failed to read file");
    
    let mut word_count: HashMap<String, u32> = HashMap::new();
    
    for word in contents.split_whitespace() {
        *word_count.entry(word.to_string()).or_insert(0) += 1;
    }
    
    let mut json_output = "{".to_string();
    for (word, count) in word_count {
        json_output.push_str(&format!("\"{}\": {}, ", word, count));
    }
    json_output.pop();
    json_output.pop();
    json_output.push_str("}\n");
    
    println!("{}", json_output);
}

Save this code in a file named `rust_word_count.rs` and run it using `rustc rust_word_count.rs` to compile it. Then run the executable with `./rust_word_count` to get the desired output.

Extract Code

I extracted the following code from that output:

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

fn main() {
    let file_path = "/tmp/file.txt";
    
    let mut file = File::open(file_path).expect("Failed to open file");
    let mut contents = String::new();
    file.read_to_string(&mut contents).expect("Failed to read file");
    
    let mut word_count: HashMap<String, u32> = HashMap::new();
    
    for word in contents.split_whitespace() {
        *word_count.entry(word.to_string()).or_insert(0) += 1;
    }
    
    let mut json_output = "{".to_string();
    for (word, count) in word_count {
        json_output.push_str(&format!("\"{}\": {}, ", word, count));
    }
    json_output.pop();
    json_output.pop();
    json_output.push_str("}\n");
    
    println!("{}", json_output);
}

Run Code Interpreter

Running the following program:

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

fn main() {
    let file_path = "/tmp/file.txt";
    
    let mut file = File::open(file_path).expect("Failed to open file");
    let mut contents = String::new();
    file.read_to_string(&mut contents).expect("Failed to read file");
    
    let mut word_count: HashMap<String, u32> = HashMap::new();
    
    for word in contents.split_whitespace() {
        *word_count.entry(word.to_string()).or_insert(0) += 1;
    }
    
    let mut json_output = "{".to_string();
    for (word, count) in word_count {
        json_output.push_str(&format!("\"{}\": {}, ", word, count));
    }
    json_output.pop();
    json_output.pop();
    json_output.push_str("}\n");
    
    println!("{}", json_output);
}

And got the output:

{"of": 10, "wisdom,": 1, "despair,": 1, "were": 2, "belief,": 1, "direct": 2, "spring": 1, "going": 2, "before": 2, "it": 10, "epoch": 2, "Heaven,": 1, "was": 10, "the": 11, "to": 1, "times,": 2, "Darkness,": 1, "we": 4, "way": 1, "age": 2, "Light,": 1, "season": 2, "us,": 2, "best": 1, "winter": 1, "nothing": 1, "other": 1, "foolishness,": 1, "hope,": 1, "worst": 1, "had": 2, "everything": 1, "incredulity,": 1, "all": 2}
warning: unused import: `BufReader`
 --> main.rs:4:15
  |
4 | use std::io::{BufReader, Read};
  |               ^^^^^^^^^
  |
  = note: `#[warn(unused_imports)]` on by default
warning: 1 warning emitted

Extract Json

I extracted the following JSON from that output:

{"of": 10, "wisdom,": 1, "despair,": 1, "were": 2, "belief,": 1, "direct": 2, "spring": 1, "going": 2, "before": 2, "it": 10, "epoch": 2, "Heaven,": 1, "was": 10, "the": 11, "to": 1, "times,": 2, "Darkness,": 1, "we": 4, "way": 1, "age": 2, "Light,": 1, "season": 2, "us,": 2, "best": 1, "winter": 1, "nothing": 1, "other": 1, "foolishness,": 1, "hope,": 1, "worst": 1, "had": 2, "everything": 1, "incredulity,": 1, "all": 2}

JSON Subset Evaluator

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};

fn main() {
    let file_path = "/tmp/file.txt";
    
    let file = File::open(file_path).expect("Failed to open file");
    let reader = BufReader::new(file);
    
    let mut word_count: HashMap<String, u32> = HashMap::new();
    
    for line in reader.lines() {
        let line = line.expect("Failed to read line");
        let words = line.split_whitespace();
        
        for word in words {
            *word_count.entry(word.to_string()).or_insert(0) += 1;
        }
    }
    
    let json_output = serde_json::to_string(&word_count).expect("Failed to serialize JSON");
    println!("{}", json_output);
}

Ensure you have the serde_json crate installed by running `rustc -V`, which should return a version number. If not, you can install it by running `rustup component add rustfmt`.

Extract Code

I extracted the following code from that output:

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

fn main() {
    let file_path = "/tmp/file.txt";
    
    let file = File::open(file_path).expect("Failed to open file");
    let reader = BufReader::new(file);
    
    let mut word_count: HashMap<String, u32> = HashMap::new();
    
    for line in reader.lines() {
        let line = line.expect("Failed to read line");
        let words = line.split_whitespace();
        
        for word in words {
            *word_count.entry(word.to_string()).or_insert(0) += 1;
        }
    }
    
    let json_output = serde_json::to_string(&word_count).expect("Failed to serialize JSON");
    println!("{}", json_output);
}

Run Code Interpreter

Running the following program:

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

fn main() {
    let file_path = "/tmp/file.txt";
    
    let file = File::open(file_path).expect("Failed to open file");
    let reader = BufReader::new(file);
    
    let mut word_count: HashMap<String, u32> = HashMap::new();
    
    for line in reader.lines() {
        let line = line.expect("Failed to read line");
        let words = line.split_whitespace();
        
        for word in words {
            *word_count.entry(word.to_string()).or_insert(0) += 1;
        }
    }
    
    let json_output = serde_json::to_string(&word_count).expect("Failed to serialize JSON");
    println!("{}", json_output);
}

And got the output:

error[E0433]: failed to resolve: use of undeclared crate or module `serde_json`
  --> main.rs:23:23
   |
23 |     let json_output = serde_json::to_string(&word_count).expect("Failed to serialize JSON");
   |                       ^^^^^^^^^^ 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

Extract Json

I extracted the following JSON from that output:

{
  "error": "failed to resolve: use of undeclared crate or module serde_json",
  "location": "main.rs:23:23",
  "message": "use of undeclared crate or module serde_json",
  "suggestion": "For more information about this error, try rustc --explain E0433"
}

JSON Subset Evaluator

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};

fn main() {
    let file_path = "/tmp/file.txt";

    let file = match File::open(file_path) {
        Ok(file) => file,
        Err(_) => {
            eprintln!("Error opening file.");
            return;
        }
    };

    let reader = BufReader::new(file);

    let mut word_count: HashMap<String, u32> = HashMap::new();

    for line in reader.lines() {
        if let Ok(line) = line {
            let words = line.split_whitespace();

            for word in words {
                *word_count.entry(word.to_string()).or_insert(0) += 1;
            }
        }
    }

    let mut json_output = "{".to_string();
    for (word, count) in word_count {
        json_output.push_str(&format!("\"{}\": {}, ", word, count));
    }

    // Remove the last comma and space if there are any words
    if !word_count.is_empty() {
        json_output.pop();
        json_output.pop();
    }

    json_output.push('}');

    println!("{}", json_output);
}

Save the code above in a file named `rust_word_count.rs`, and run it with `rustc rust_word_count.rs` to compile it. Then you can execute the program by calling `/path/to/rust_word_count` without any arguments. Make sure you have a text file with some content at `/tmp/file.txt` for the program to read.

Extract Code

I extracted the following code from that output:

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

fn main() {
    let file_path = "/tmp/file.txt";

    let file = match File::open(file_path) {
        Ok(file) => file,
        Err(_) => {
            eprintln!("Error opening file.");
            return;
        }
    };

    let reader = BufReader::new(file);

    let mut word_count: HashMap<String, u32> = HashMap::new();

    for line in reader.lines() {
        if let Ok(line) = line {
            let words = line.split_whitespace();

            for word in words {
                *word_count.entry(word.to_string()).or_insert(0) += 1;
            }
        }
    }

    let mut json_output = "{".to_string();
    for (word, count) in word_count {
        json_output.push_str(&format!("\"{}\": {}, ", word, count));
    }

    // Remove the last comma and space if there are any words
    if !word_count.is_empty() {
        json_output.pop();
        json_output.pop();
    }

    json_output.push('}');

    println!("{}", json_output);
}

Run Code Interpreter

Running the following program:

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

fn main() {
    let file_path = "/tmp/file.txt";

    let file = match File::open(file_path) {
        Ok(file) => file,
        Err(_) => {
            eprintln!("Error opening file.");
            return;
        }
    };

    let reader = BufReader::new(file);

    let mut word_count: HashMap<String, u32> = HashMap::new();

    for line in reader.lines() {
        if let Ok(line) = line {
            let words = line.split_whitespace();

            for word in words {
                *word_count.entry(word.to_string()).or_insert(0) += 1;
            }
        }
    }

    let mut json_output = "{".to_string();
    for (word, count) in word_count {
        json_output.push_str(&format!("\"{}\": {}, ", word, count));
    }

    // Remove the last comma and space if there are any words
    if !word_count.is_empty() {
        json_output.pop();
        json_output.pop();
    }

    json_output.push('}');

    println!("{}", json_output);
}

And got the output:

error[E0382]: borrow of moved value: `word_count`
  --> main.rs:37:9
   |
19 |     let mut word_count: HashMap<String, u32> = HashMap::new();
   |         -------------- move occurs because `word_count` has type `HashMap<String, u32>`, which does not implement the `Copy` trait
...
32 |     for (word, count) in word_count {
   |                          ---------- `word_count` moved due to this implicit call to `.into_iter()`
...
37 |     if !word_count.is_empty() {
   |         ^^^^^^^^^^ value borrowed here after move
   |
note: `into_iter` takes ownership of the receiver `self`, which moves `word_count`
  --> /rustc/07dca489ac2d933c78d3c5158e3f43beefeb02ce/library/core/src/iter/traits/collect.rs:268:18
help: consider iterating over a slice of the `HashMap<String, u32>`'s content to avoid moving into the `for` loop
   |
32 |     for (word, count) in &word_count {
   |                          +
error: aborting due to 1 previous error
For more information about this error, try `rustc --explain E0382`.
main.sh: line 2: ./a.out: No such file or directory

Extract Json

I extracted the following JSON from that output:

{
    "error": "E0382",
    "message": "borrow of moved value",
    "details": {
        "line": 37,
        "explanation": "value borrowed here after move",
        "help": "consider iterating over a slice of the HashMap<String, u32>'s content to avoid moving into the for loop"
    }
}

JSON Subset Evaluator

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::{self, BufRead};
use std::path::Path;

fn main() {
    let path = "/tmp/file.txt";
    let file = match File::open(&path) {
        Err(_) => {
            eprintln!("Error: Unable to open file");
            return;
        }
        Ok(file) => file,
    };

    let mut word_count: HashMap<String, u32> = HashMap::new();

    let lines = io::BufReader::new(file).lines();

    for line in lines {
        if let Ok(line) = line {
            let words = line.split_whitespace();
            for word in words {
                *word_count.entry(word.to_string()).or_insert(0) += 1;
            }
        }
    }

    let mut output = String::from("{");
    for (word, count) in word_count {
        output.push_str(&format!("\"{}\": {}, ", word, count));
    }
    output.pop();
    output.pop();
    output.push('}');

    println!("{}", output);
}

To run the program, save it to a file (e.g., `word_count.rs`) and then compile it using `rustc word_count.rs`. Finally, run the executable `./word_count` without any arguments.

Extract Code

I extracted the following code from that output:

use std::collections::HashMap;
use std::fs::File;
use std::io::{self, BufRead};
use std::path::Path;

fn main() {
    let path = "/tmp/file.txt";
    let file = match File::open(&path) {
        Err(_) => {
            eprintln!("Error: Unable to open file");
            return;
        }
        Ok(file) => file,
    };

    let mut word_count: HashMap<String, u32> = HashMap::new();

    let lines = io::BufReader::new(file).lines();

    for line in lines {
        if let Ok(line) = line {
            let words = line.split_whitespace();
            for word in words {
                *word_count.entry(word.to_string()).or_insert(0) += 1;
            }
        }
    }

    let mut output = String::from("{");
    for (word, count) in word_count {
        output.push_str(&format!("\"{}\": {}, ", word, count));
    }
    output.pop();
    output.pop();
    output.push('}');

    println!("{}", output);
}

Run Code Interpreter

Running the following program:

use std::collections::HashMap;
use std::fs::File;
use std::io::{self, BufRead};
use std::path::Path;

fn main() {
    let path = "/tmp/file.txt";
    let file = match File::open(&path) {
        Err(_) => {
            eprintln!("Error: Unable to open file");
            return;
        }
        Ok(file) => file,
    };

    let mut word_count: HashMap<String, u32> = HashMap::new();

    let lines = io::BufReader::new(file).lines();

    for line in lines {
        if let Ok(line) = line {
            let words = line.split_whitespace();
            for word in words {
                *word_count.entry(word.to_string()).or_insert(0) += 1;
            }
        }
    }

    let mut output = String::from("{");
    for (word, count) in word_count {
        output.push_str(&format!("\"{}\": {}, ", word, count));
    }
    output.pop();
    output.pop();
    output.push('}');

    println!("{}", output);
}

And got the output:

{"best": 1, "direct": 2, "before": 2, "winter": 1, "it": 10, "Light,": 1, "we": 4, "nothing": 1, "age": 2, "going": 2, "to": 1, "Heaven,": 1, "had": 2, "spring": 1, "season": 2, "despair,": 1, "the": 11, "everything": 1, "Darkness,": 1, "us,": 2, "all": 2, "epoch": 2, "was": 10, "were": 2, "incredulity,": 1, "way": 1, "other": 1, "of": 10, "belief,": 1, "worst": 1, "wisdom,": 1, "times,": 2, "foolishness,": 1, "hope,": 1}
warning: unused import: `std::path::Path`
 --> main.rs:5:5
  |
5 | use std::path::Path;
  |     ^^^^^^^^^^^^^^^
  |
  = note: `#[warn(unused_imports)]` on by default
warning: 1 warning emitted

Extract Json

I extracted the following JSON from that output:

{"best": 1, "direct": 2, "before": 2, "winter": 1, "it": 10, "Light,": 1, "we": 4, "nothing": 1, "age": 2, "going": 2, "to": 1, "Heaven,": 1, "had": 2, "spring": 1, "season": 2, "despair,": 1, "the": 11, "everything": 1, "Darkness,": 1, "us,": 2, "all": 2, "epoch": 2, "was": 10, "were": 2, "incredulity,": 1, "way": 1, "other": 1, "of": 10, "belief,": 1, "worst": 1, "wisdom,": 1, "times,": 2, "foolishness,": 1, "hope,": 1}