dspy-rs 0.7.3

A DSPy rewrite(not port) to Rust.
Documentation 
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

use serde::{Deserialize, Serialize};
use serde_json::Value;
use std::{collections::HashMap, ops::Index};

#[derive(Serialize, Deserialize, Default, Debug, Clone)]
pub struct Example {
    pub data: HashMap<String, Value>,
    pub input_keys: Vec<String>,
    pub output_keys: Vec<String>,
}

impl Example {
    pub fn new(
        data: HashMap<String, Value>,
        input_keys: Vec<String>,
        output_keys: Vec<String>,
    ) -> Self {
        let output_keys = if !output_keys.is_empty() {
            output_keys
        } else if !input_keys.is_empty() {
            data.keys()
                .filter(|key| !input_keys.contains(key))
                .cloned()
                .collect()
        } else {
            vec![]
        };

        Self {
            data,
            input_keys,
            output_keys,
        }
    }

    pub fn get(&self, key: &str, default: Option<&str>) -> Value {
        self.data
            .get(key)
            .unwrap_or(&default.unwrap_or_default().to_string().into())
            .clone()
    }

    pub fn keys(&self) -> Vec<String> {
        self.data.keys().cloned().collect()
    }

    pub fn values(&self) -> Vec<Value> {
        self.data.values().cloned().collect()
    }

    pub fn set_input_keys(&mut self, keys: Vec<String>) {
        self.input_keys = keys;

        self.output_keys = self
            .data
            .keys()
            .filter(|key| !self.input_keys.contains(key))
            .cloned()
            .collect();
    }

    pub fn with_input_keys(&self, keys: Vec<String>) -> Self {
        let output_keys = self
            .data
            .keys()
            .filter(|key| !keys.contains(key))
            .cloned()
            .collect();

        Self {
            data: self.data.clone(),
            input_keys: keys,
            output_keys,
        }
    }

    pub fn without(&self, keys: Vec<String>) -> Self {
        Self {
            data: self
                .data
                .iter()
                .filter(|(key, _)| !keys.contains(key))
                .map(|(k, v)| (k.clone(), v.clone()))
                .collect(),
            input_keys: self
                .input_keys
                .iter()
                .filter(|key| !keys.contains(key))
                .cloned()
                .collect(),
            output_keys: self
                .output_keys
                .iter()
                .filter(|key| !keys.contains(key))
                .cloned()
                .collect(),
        }
    }
}

impl IntoIterator for Example {
    type Item = (String, Value);
    type IntoIter = std::collections::hash_map::IntoIter<String, Value>;

    fn into_iter(self) -> Self::IntoIter {
        self.data.into_iter()
    }
}

impl Index<String> for Example {
    type Output = Value;

    fn index(&self, index: String) -> &Self::Output {
        &self.data[&index]
    }
}