reasoninglayer 1.0.3

Rust client SDK for the Reasoning Layer API
Documentation 
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//! Causal SDK-only DTOs.
//!
//! Most causal types are auto-generated from the OpenAPI spec — see
//! [`crate::api_spec`]. This file holds the few request/response types that
//! aren't yet exposed in the OpenAPI schema (validate-DID design check).

use serde::{Deserialize, Serialize};

/// Difference-in-differences design validation request.
#[derive(Debug, Clone, Serialize, Deserialize)]
pub struct ValidateDidRequest {
    /// Treatment variable.
    pub treatment: String,
    /// Pre-treatment outcome variable.
    pub outcome_pre: String,
    /// Post-treatment outcome variable.
    pub outcome_post: String,
    /// Conditioning set (covariates).
    #[serde(default)]
    pub covariates: Vec<String>,
}

/// Result of validating a difference-in-differences design.
#[derive(Debug, Clone, Default, Serialize, Deserialize)]
pub struct ValidateDidResponse {
    /// Whether the design is valid.
    pub is_valid: bool,
    /// Explanation of the result.
    pub explanation: String,
    /// Variables that would induce bias if conditioned on.
    #[serde(default)]
    pub bad_controls: Vec<String>,
    /// Framework name returned by the backend.
    pub framework: String,
}