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config.rs
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use std::collections::HashMap;
use std::env;
use derive_builder::Builder;
use lazy_static::lazy_static;
// ------------------ Provider ------------------
pub const DEFAULT_PROVIDER: &str = "OPENAI";
lazy_static! {
pub static ref PROVIDER_BASE_URLS: HashMap<&'static str, &'static str> = {
let mut m = HashMap::new();
m.insert("OPENAI", "https://api.openai.com/v1");
m.insert("DEEPINFRA", "https://api.deepinfra.com/v1/openai");
m.insert("OPENROUTER", "https://openrouter.ai/api/v1");
m.insert("FAKER", "http://localhost:8080"); // test only
// TODO: support more providers here...
m
};
}
// ------------------ Routing Mode ------------------
#[derive(Debug, Clone, PartialEq)]
pub enum RouterMode {
Random,
WRR, // WeightedRoundRobin,
}
// ------------------ Model Config ------------------
pub type ModelName = String;
#[derive(Debug, Clone, Builder)]
#[builder(build_fn(validate = "Self::validate"), pattern = "mutable")]
pub struct ModelConfig {
// model-specific configs, will override global configs if provided
#[builder(default = "None")]
pub(crate) base_url: Option<String>,
#[builder(default = "None", setter(custom))]
pub(crate) provider: Option<String>,
#[builder(setter(custom))]
pub(crate) name: ModelName,
#[builder(default=-1)]
pub(crate) weight: i32,
}
impl ModelConfigBuilder {
pub fn name<S: AsRef<str>>(&mut self, name: S) -> &mut Self {
self.name = Some(name.as_ref().to_string());
self
}
pub fn provider<S>(&mut self, name: Option<S>) -> &mut Self
where
S: AsRef<str>,
{
self.provider = Some(name.map(|s| s.as_ref().to_string().to_uppercase()));
self
}
fn validate(&self) -> Result<(), String> {
if self.name.is_none() {
return Err("Model name must be provided.".to_string());
}
Ok(())
}
}
impl ModelConfig {
pub fn builder() -> ModelConfigBuilder {
ModelConfigBuilder::default()
}
}
// ------------------ Main Config ------------------
#[derive(Debug, Clone, Builder)]
#[builder(build_fn(validate = "Self::validate"), pattern = "mutable")]
pub struct Config {
// global configs for models, will be overridden by model-specific configs
#[builder(default=None, setter(custom))]
pub(crate) base_url: Option<String>,
#[builder(default = "DEFAULT_PROVIDER.to_string()", setter(custom))]
pub(crate) provider: String,
#[builder(default = "RouterMode::Random")]
pub(crate) router_mode: RouterMode,
#[builder(default = "vec![]")]
pub(crate) models: Vec<ModelConfig>,
}
impl Config {
pub fn builder() -> ConfigBuilder {
ConfigBuilder::default()
}
// populate will fill in the missing model-specific configs with global configs.
pub fn populate(&mut self) -> &mut Self {
let global_base_url = match self.base_url.is_some() {
true => self.base_url.clone(),
false => Some(
PROVIDER_BASE_URLS
.get(self.provider.as_str())
.unwrap()
.to_string(),
),
};
for model in &mut self.models {
if model.base_url.is_none() {
if model.provider.is_some() {
model.base_url = Some(
PROVIDER_BASE_URLS
.get(model.provider.as_ref().unwrap().as_str())
.unwrap()
.to_string(),
);
} else {
model.base_url = global_base_url.clone();
}
}
if model.provider.is_none() {
model.provider = Some(self.provider.clone());
}
}
self
}
}
impl ConfigBuilder {
pub fn base_url<S: AsRef<str>>(&mut self, url: S) -> &mut Self {
self.base_url = Some(Some(url.as_ref().to_string()));
self
}
pub fn model(&mut self, model: ModelConfig) -> &mut Self {
let mut models = self.models.clone().unwrap_or_default();
models.push(model);
self.models = Some(models);
self
}
pub fn provider<S: AsRef<str>>(&mut self, name: S) -> &mut Self {
self.provider = Some(name.as_ref().to_string().to_uppercase());
self
}
fn validate(&self) -> Result<(), String> {
if self.models.is_none() || self.models.as_ref().unwrap().is_empty() {
return Err("At least one model must be configured.".to_string());
}
for model in self.models.as_ref().unwrap() {
if self.router_mode.is_some()
&& self.router_mode.as_ref().unwrap() == &RouterMode::WRR
&& model.weight <= 0
{
return Err(format!(
"Model '{}' weight must be non-negative in Weighted routing mode.",
model.name
));
}
// check the existence of API key in environment variables
if let Some(provider) = &model.provider {
let env_var = format!("{}_API_KEY", provider);
if env::var(&env_var).is_err() {
return Err(format!(
"API key for provider '{}' not found in environment variable '{}'",
provider.to_uppercase(),
env_var
));
}
} else {
// default is called after validation.
let env_var = format!(
"{}_API_KEY",
self.provider
.as_ref()
.unwrap_or(&DEFAULT_PROVIDER.to_string())
.to_uppercase()
);
if env::var(&env_var).is_err() {
return Err(format!(
"API key for provider '{}' not found in environment variable '{}'",
self.provider
.as_ref()
.unwrap_or(&DEFAULT_PROVIDER.to_string()),
env_var
));
}
}
}
Ok(())
}
}
// test
#[cfg(test)]
mod tests {
use super::*;
use dotenvy::from_filename;
#[test]
fn test_config_validation() {
from_filename(".env.test").ok();
// case 1:
let valid_simplest_models_cfg = Config::builder()
.model(
ModelConfig::builder()
.name("gpt-4".to_string())
.build()
.unwrap(),
)
.build();
assert!(valid_simplest_models_cfg.is_ok());
assert!(valid_simplest_models_cfg.as_ref().unwrap().provider == DEFAULT_PROVIDER);
assert!(valid_simplest_models_cfg.as_ref().unwrap().base_url == None);
assert!(valid_simplest_models_cfg.as_ref().unwrap().router_mode == RouterMode::Random);
assert!(valid_simplest_models_cfg.as_ref().unwrap().models.len() == 1);
assert!(valid_simplest_models_cfg.as_ref().unwrap().models[0].base_url == None);
assert!(valid_simplest_models_cfg.as_ref().unwrap().models[0].provider == None);
assert!(valid_simplest_models_cfg.as_ref().unwrap().models[0].weight == -1);
// case 2:
let valid_cfg = Config::builder()
.models(vec![
ModelConfig::builder()
.name("gpt-3.5-turbo".to_string())
.build()
.unwrap(),
ModelConfig::builder()
.name("gpt-4".to_string())
.build()
.unwrap(),
])
.build();
assert!(valid_cfg.is_ok());
assert!(valid_cfg.as_ref().unwrap().models.len() == 2);
// case 3:
let invalid_cfg_with_no_api_key = Config::builder()
.model(
ModelConfig::builder()
.name("some-model".to_string())
.build()
.unwrap(),
)
.provider("unknown_provider")
.build();
assert!(invalid_cfg_with_no_api_key.is_err());
// case 4:
// AMRS_API_KEY is set in .env.test already.
let valid_cfg_with_customized_provider = Config::builder()
.base_url("http://example.ai")
.model(
ModelConfig::builder()
.name("custom-model")
.provider(Some("AMRS"))
.build()
.unwrap(),
)
.build();
assert!(valid_cfg_with_customized_provider.is_ok());
// case 5:
let invalid_empty_models_cfg = Config::builder().build();
assert!(invalid_empty_models_cfg.is_err());
// case 6:
print!("validating invalid empty model name config");
let invalid_empty_model_id_cfg = ModelConfig::builder().build();
assert!(invalid_empty_model_id_cfg.is_err());
}
#[test]
fn test_populate_config() {
from_filename(".env.test").ok();
let mut valid_cfg = Config::builder()
.model(
ModelConfig::builder()
.name("model-1".to_string())
.build()
.unwrap(),
)
.build();
valid_cfg.as_mut().unwrap().populate();
assert!(valid_cfg.is_ok());
assert!(valid_cfg.as_ref().unwrap().models.len() == 1);
assert!(valid_cfg.as_ref().unwrap().models[0].provider == Some("OPENAI".to_string()));
assert!(
valid_cfg.as_ref().unwrap().models[0].base_url
== Some("https://api.openai.com/v1".to_string())
);
assert!(valid_cfg.as_ref().unwrap().models[0].weight == -1);
let mut valid_specified_cfg = Config::builder()
.provider("AMRS".to_string())
.base_url("http://custom-api.ai".to_string())
.model(ModelConfig::builder().name("model-2").build().unwrap())
.build();
valid_specified_cfg.as_mut().unwrap().populate();
assert!(valid_specified_cfg.is_ok());
assert!(valid_specified_cfg.as_ref().unwrap().provider == "AMRS".to_string());
assert!(
valid_specified_cfg.as_ref().unwrap().models[0].base_url
== Some("http://custom-api.ai".to_string())
);
}
}