summaryrefslogtreecommitdiffstats
path: root/src/rag/loader.rs
blob: 106802a29ee92526ed0ff02b24a50b9c3283bd6a (plain) (blame)
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
use super::RagDocument;

use anyhow::{bail, Context, Result};
use async_recursion::async_recursion;
use std::{path::Path, process::Command};
use tokio::fs;

pub async fn load(path: &str, extension: &str) -> Result<Vec<RagDocument>> {
    match extension {
        "docx" | "epub" | "ipynb" => load_pandoc(path)
            .await
            .context("Failed to load with pandoc"),
        "pdf" => load_pdf(path).await,
        _ => load_plain(path).await,
    }
}

async fn load_plain(path: &str) -> Result<Vec<RagDocument>> {
    let contents = fs::read_to_string(path).await?;
    let document = RagDocument::new(contents);
    Ok(vec![document])
}

async fn load_pdf(path: &str) -> Result<Vec<RagDocument>> {
    let contents = pdf_extract::extract_text(path)?;
    let document = RagDocument::new(contents);
    Ok(vec![document])
}

async fn load_pandoc(path: &str) -> Result<Vec<RagDocument>> {
    let output = Command::new("pandoc")
        .arg("--to")
        .arg("plain")
        .arg(path)
        .output()?;

    if !output.status.success() {
        let stderr = String::from_utf8_lossy(&output.stderr);
        bail!(
            "Pandoc conversion failed with exit code {:?}: {}",
            output.status.code(),
            stderr
        );
    }

    let contents = std::str::from_utf8(&output.stdout)?;
    let document = RagDocument::new(contents);
    Ok(vec![document])
}

pub fn parse_glob(path_str: &str) -> Result<(String, Vec<String>)> {
    if let Some(start) = path_str.find("/**/*.").or_else(|| path_str.find(r"\**\*.")) {
        let base_path = path_str[..start].to_string();
        if let Some(curly_brace_end) = path_str[start..].find('}') {
            let end = start + curly_brace_end;
            let extensions_str = &path_str[start + 6..end + 1];
            let extensions = if extensions_str.starts_with('{') && extensions_str.ends_with('}') {
                extensions_str[1..extensions_str.len() - 1]
                    .split(',')
                    .map(|s| s.to_string())
                    .collect::<Vec<String>>()
            } else {
                bail!("Invalid path '{path_str}'");
            };
            Ok((base_path, extensions))
        } else {
            let extensions_str = &path_str[start + 6..];
            let extensions = vec![extensions_str.to_string()];
            Ok((base_path, extensions))
        }
    } else {
        Ok((path_str.to_string(), vec![]))
    }
}

#[async_recursion]
pub async fn list_files(
    files: &mut Vec<String>,
    entry_path: &Path,
    suffixes: Option<&Vec<String>>,
) -> Result<()> {
    if !entry_path.exists() {
        bail!("Not found: {:?}", entry_path);
    }
    if entry_path.is_file() {
        add_file(files, suffixes, entry_path);
        return Ok(());
    }
    if !entry_path.is_dir() {
        bail!("Not a directory: {:?}", entry_path);
    }
    let mut reader = fs::read_dir(entry_path).await?;
    while let Some(entry) = reader.next_entry().await? {
        let path = entry.path();
        if path.is_file() {
            add_file(files, suffixes, &path);
        } else if path.is_dir() {
            list_files(files, &path, suffixes).await?;
        }
    }
    Ok(())
}

fn add_file(files: &mut Vec<String>, suffixes: Option<&Vec<String>>, path: &Path) {
    if is_valid_extension(suffixes, path) {
        files.push(path.display().to_string());
    }
}

fn is_valid_extension(suffixes: Option<&Vec<String>>, path: &Path) -> bool {
    if let Some(suffixes) = suffixes {
        if !suffixes.is_empty() {
            if let Some(extension) = path.extension().map(|v| v.to_string_lossy().to_string()) {
                return suffixes.contains(&extension);
            }
            return false;
        }
    }
    true
}

#[cfg(test)]
mod tests {
    use super::*;

    #[test]
    fn test_parse_glob() {
        assert_eq!(parse_glob("dir").unwrap(), ("dir".into(), vec![]));
        assert_eq!(
            parse_glob("dir/file.md").unwrap(),
            ("dir/file.md".into(), vec![])
        );
        assert_eq!(
            parse_glob("dir/**/*.md").unwrap(),
            ("dir".into(), vec!["md".into()])
        );
        assert_eq!(
            parse_glob("dir/**/*.{md,txt}").unwrap(),
            ("dir".into(), vec!["md".into(), "txt".into()])
        );
        assert_eq!(
            parse_glob("C:\\dir\\**\\*.{md,txt}").unwrap(),
            ("C:\\dir".into(), vec!["md".into(), "txt".into()])
        );
    }
}