reasoninglayer 0.1.2

Rust client SDK for the Reasoning Layer API
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
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
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172

//! Fuzzy operations DTOs.

use std::collections::BTreeMap;

use serde::{Deserialize, Serialize};

use super::terms::TermDto;
use super::values::ValueDto;

// ─── Unify ────────────────────────────────────────────────────────────────────

#[derive(Debug, Clone, Serialize, Deserialize)]
pub struct FuzzyUnifyRequest {
    pub term1_id: String,
    pub term2_id: String,
    #[serde(default, skip_serializing_if = "Option::is_none")]
    pub threshold: Option<f64>,
    #[serde(default, skip_serializing_if = "Option::is_none")]
    pub similarity_mode: Option<String>,
    #[serde(default, skip_serializing_if = "Option::is_none")]
    pub fail_on_unknown: Option<bool>,
}

#[derive(Debug, Clone, Serialize, Deserialize)]
pub struct FuzzyUnifyResponse {
    pub degree: f64,
    pub confidence_percent: f64,
    pub term: TermDto,
}

// ─── Merge ────────────────────────────────────────────────────────────────────

#[derive(Debug, Clone, Serialize, Deserialize)]
pub struct FuzzyMergeRequest {
    pub term1_id: String,
    pub term2_id: String,
    #[serde(default, skip_serializing_if = "Option::is_none")]
    pub strategy: Option<String>,
}

#[derive(Debug, Clone, Default, Serialize, Deserialize)]
pub struct FuzzyMergeResponse {
    pub computation_time_ms: u64,
    pub merged_features: u64,
    #[serde(default, skip_serializing_if = "Option::is_none")]
    pub strategy: Option<String>,
}

// ─── Subsumption ──────────────────────────────────────────────────────────────

#[derive(Debug, Clone, Serialize, Deserialize)]
pub struct FuzzySubsumptionRequest {
    pub general_term_id: String,
    pub specific_term_id: String,
    #[serde(default, skip_serializing_if = "Option::is_none")]
    pub threshold: Option<f64>,
}

#[derive(Debug, Clone, Serialize, Deserialize)]
pub struct FuzzySubsumptionResponse {
    pub degree: f64,
    pub subsumes: bool,
    pub computation_time_ms: u64,
}

// ─── Query term ───────────────────────────────────────────────────────────────

/// A fuzzy query term — either an existing term by UUID or an inline pattern.
///
/// Serialises with a `type` discriminator plus the variant's fields, matching the flat wire shape.
#[derive(Debug, Clone, Serialize, Deserialize)]
#[serde(tag = "type", rename_all = "snake_case")]
pub enum QueryTerm {
    ById {
        term_id: String,
    },
    Inline {
        sort_id: String,
        features: BTreeMap<String, ValueDto>,
    },
}

// ─── Similarity search ────────────────────────────────────────────────────────

#[derive(Debug, Clone, Serialize, Deserialize)]
pub struct FindSimilarRequest {
    /// Query term (flattened into the request body — the wire has `type`, `term_id`/`sort_id`,
    /// plus the similarity parameters).
    #[serde(flatten)]
    pub query: QueryTerm,
    #[serde(default, skip_serializing_if = "Option::is_none")]
    pub min_degree: Option<f64>,
    #[serde(default, skip_serializing_if = "Option::is_none")]
    pub similarity_mode: Option<String>,
    #[serde(default, skip_serializing_if = "Option::is_none")]
    pub fail_on_unknown: Option<bool>,
}

#[derive(Debug, Clone, Serialize, Deserialize)]
pub struct FuzzySearchTopKRequest {
    #[serde(flatten)]
    pub query: QueryTerm,
    pub k: u32,
    #[serde(default, skip_serializing_if = "Option::is_none")]
    pub min_degree: Option<f64>,
    #[serde(default, skip_serializing_if = "Option::is_none")]
    pub similarity_mode: Option<String>,
    #[serde(default, skip_serializing_if = "Option::is_none")]
    pub fail_on_unknown: Option<bool>,
}

#[derive(Debug, Clone, Serialize, Deserialize)]
pub struct SimilarityMatch {
    pub confidence_percent: f64,
    pub degree: f64,
    pub term: TermDto,
}

#[derive(Debug, Clone, Default, Serialize, Deserialize)]
pub struct SimilaritySearchResponse {
    #[serde(default)]
    pub count: u64,
    #[serde(default)]
    pub results: Vec<SimilarityMatch>,
}

// ─── Effect prediction ────────────────────────────────────────────────────────

/// Effect represented as a fuzzy number — externally tagged (`{"gaussian": {...}}`).
#[derive(Debug, Clone, Serialize, Deserialize)]
#[serde(rename_all = "lowercase")]
pub enum EffectDto {
    Gaussian { mean: f64, std_dev: f64 },
    Triangular { a: f64, b: f64, c: f64 },
    Trapezoidal { a: f64, b: f64, c: f64, d: f64 },
}

#[derive(Debug, Clone, Serialize, Deserialize)]
pub struct PredictEffectRequest {
    #[serde(flatten)]
    pub query: QueryTerm,
    pub effect_var: String,
    #[serde(default, skip_serializing_if = "Option::is_none")]
    pub min_degree: Option<f64>,
    #[serde(default, skip_serializing_if = "Option::is_none")]
    pub conformal: Option<f64>,
    #[serde(default, skip_serializing_if = "Option::is_none")]
    pub robust: Option<bool>,
    #[serde(default, skip_serializing_if = "Option::is_none")]
    pub similarity_mode: Option<String>,
    #[serde(default, skip_serializing_if = "Option::is_none")]
    pub gating: Option<String>,
}

#[derive(Debug, Clone, Default, Serialize, Deserialize)]
pub struct PredictEffectResponse {
    pub degree: f64,
    pub success: bool,
    #[serde(default, skip_serializing_if = "Option::is_none")]
    pub effect: Option<EffectDto>,
    #[serde(default, skip_serializing_if = "BTreeMap::is_empty")]
    pub all_effects: BTreeMap<String, EffectDto>,
    #[serde(default)]
    pub proof_trace: Vec<String>,
    pub query_time_ms: u64,
    #[serde(default, skip_serializing_if = "Option::is_none")]
    pub description: Option<String>,
    #[serde(default, skip_serializing_if = "Option::is_none")]
    pub source: Option<String>,
    #[serde(default)]
    pub sources_merged: u64,
}