use crate::prompts::build_chain_prompt;
use crate::t;
use crate::{DriverScheduler, TASK_STEP_SIGNAL_BUS, check_task_interruption};
use hippox_drivers::{Executor, DriverCall, DriverCallback, DriverContext};
use serde_json::{Value, json};
use std::collections::HashMap;
use std::sync::Arc;
use std::time::Instant;
use super::core::WorkflowExecutor;
use super::retry::*;
use super::types::*;
use super::utils::{VARIABLE_REGEX, format_step_results};
pub fn parse_chain_response(response: &str) -> anyhow::Result<ChainPlan> {
let json_str = WorkflowExecutor::extract_json(response);
let value: Value = serde_json::from_str(&json_str)?;
#[derive(serde::Deserialize)]
struct ChainStep {
action: String,
parameters: HashMap<String, Value>,
output_as: Option<String>,
}
#[derive(serde::Deserialize)]
struct ChainResponse {
mode: String,
steps: Vec<ChainStep>,
}
let chain: ChainResponse = serde_json::from_value(value)?;
if chain.mode != "chain" {
anyhow::bail!("Invalid chain mode: expected 'chain', got '{}'", chain.mode);
}
let steps = chain
.steps
.into_iter()
.map(|s| ChainStepDef {
action: s.action,
parameters: s.parameters,
output_as: s.output_as,
})
.collect();
Ok(ChainPlan { steps })
}
fn resolve_variables_deep(value: &Value, context: &HashMap<String, Value>) -> Value {
if let Some(s) = value.as_str() {
if s.contains("{{") && s.contains("}}") {
let mut result = s.to_string();
for cap in VARIABLE_REGEX.captures_iter(s) {
let var_name = &cap[1];
if let Some(val) = context.get(var_name) {
let replacement = if let Some(num) = val.as_f64() {
num.to_string()
} else if let Some(s) = val.as_str() {
s.to_string()
} else {
val.to_string()
};
result = result.replace(&format!("{{{{{}}}}}", var_name), &replacement);
}
}
return Value::String(result);
}
return Value::String(s.to_string());
}
if let Some(s) = value.as_str() {
if s.starts_with("{{") && s.ends_with("}}") {
let var_name = &s[2..s.len() - 2];
if let Some(val) = context.get(var_name) {
return val.clone();
}
return Value::String(s.to_string());
}
return Value::String(s.to_string());
}
if let Some(obj) = value.as_object() {
let mut new_obj = serde_json::Map::new();
for (k, v) in obj {
new_obj.insert(k.clone(), resolve_variables_deep(v, context));
}
return Value::Object(new_obj);
}
if let Some(arr) = value.as_array() {
let new_arr: Vec<Value> = arr
.iter()
.map(|v| resolve_variables_deep(v, context))
.collect();
return Value::Array(new_arr);
}
value.clone()
}
async fn execute_chain_step_with_retry(
executor: &Executor,
call: DriverCall,
step_name: String,
idx: usize,
task_id: Option<String>,
workflow_callback: &Option<Arc<dyn WorkflowCallback>>,
driver_callback_arc: Option<Arc<dyn DriverCallback>>,
max_retries: usize,
timeout_secs: u64,
) -> anyhow::Result<String> {
let mut retry_context = RetryContext::new(max_retries, DEFAULT_MAX_CONSECUTIVE_FAILURES);
let mut last_error = None;
loop {
let driver_context = DriverContext {
task_id: task_id.clone(),
driver_index: Some(idx),
driver_name: Some(step_name.clone()),
extra: HashMap::new(),
signal_bus: Some(&TASK_STEP_SIGNAL_BUS),
};
let result = execute_driver_with_timeout(
executor,
&call,
driver_callback_arc.clone(),
Some(&driver_context),
timeout_secs,
)
.await;
match result {
DriverExecutionResult::Success(output) => {
return Ok(output);
}
DriverExecutionResult::Timeout(ref error_msg)
| DriverExecutionResult::Failure(ref error_msg) => {
let is_timeout = result.is_timeout();
if let Some(cb) = workflow_callback {
if let Some(ref tid) = task_id {
if is_timeout {
cb.on_step_timeout(tid, &step_name, idx, error_msg, 0).await;
} else {
cb.on_step_failure(tid, &step_name, idx, error_msg, 0).await;
}
}
}
last_error = Some(error_msg.clone());
if retry_context.can_retry(&step_name) {
continue;
} else {
return Err(anyhow::anyhow!(
"Driver '{}' failed after {} retries: {}",
step_name,
max_retries,
last_error.unwrap_or_default()
));
}
}
}
}
}
pub async fn execute_chain_with_categories(
executor: &WorkflowExecutor,
scheduler: &DriverScheduler,
input: &str,
categories: &[String],
) -> WorkflowExecutionResult {
let overall_start = Instant::now();
let task_id = executor.get_task_id().map(|s| s.to_string());
let filtered_drivers = crate::prompts::generate_drivers_registry_by_categories(categories);
let chain_prompt = crate::prompts::build_chain_prompt_with_categories(&filtered_drivers, input);
let llm_response = match scheduler
.generate_with_task(&chain_prompt, &task_id.clone().unwrap())
.await
{
Ok(resp) => resp,
Err(e) => {
return WorkflowExecutionResult::Failed {
error: format!("{}: {}", t!("error.llm_error"), e),
completed_steps: 0,
};
}
};
let chain = match parse_chain_response(&llm_response) {
Ok(chain) => chain,
Err(e) => {
return WorkflowExecutionResult::Failed {
error: format!("Failed to parse chain: {}", e),
completed_steps: 0,
};
}
};
let mut context = HashMap::new();
context.insert("user_input".to_string(), Value::String(input.to_string()));
let mut results = Vec::new();
let driver_callback_arc: Option<Arc<dyn DriverCallback>> = executor.get_driver_callback();
let timeout_secs = get_timeout_secs(executor);
let max_retries = DEFAULT_MAX_RETRIES_PER_SKILL;
for (idx, step) in chain.steps.iter().enumerate() {
if let Err(result) = check_task_interruption(
task_id.as_deref(),
executor.get_workflow_callback(),
idx,
&step.action,
None,
)
.await
{
return result;
}
let step_name = step.action.clone();
let step_start = Instant::now();
let mut resolved_params = HashMap::new();
for (key, value) in &step.parameters {
let resolved = resolve_variables_deep(value, &context);
resolved_params.insert(key.clone(), resolved);
}
let call = DriverCall {
action: step.action.clone(),
parameters: resolved_params,
};
match execute_chain_step_with_retry(
executor.get_executor(),
call,
step_name.clone(),
idx,
task_id.clone(),
executor.get_workflow_callback(),
driver_callback_arc.clone(),
max_retries,
timeout_secs,
)
.await
{
Ok(output) => {
if let Some(output_as) = &step.output_as {
if let Ok(num) = output.parse::<f64>() {
context.insert(output_as.clone(), json!(num));
} else {
context.insert(output_as.clone(), Value::String(output.clone()));
}
}
let duration = step_start.elapsed().as_millis() as u64;
if let Some(cb) = executor.get_workflow_callback() {
if let Some(ref tid) = task_id {
cb.on_step_success(tid, &step_name, idx, &output, duration)
.await;
}
}
results.push(StepResult {
driver: step.action.clone(),
parameters: step.parameters.clone(),
output: output.clone(),
status: ExecutionStatus::Success,
});
}
Err(e) => {
let error_msg = e.to_string();
results.push(StepResult {
driver: step.action.clone(),
parameters: step.parameters.clone(),
output: error_msg.clone(),
status: ExecutionStatus::Failure,
});
}
}
}
let final_display = format_step_results(&results);
let raw_json = serde_json::json!({
"mode": "chain",
"steps": results.iter().map(|r| {
serde_json::json!({
"driver": r.driver,
"output": r.output,
"status": match r.status {
ExecutionStatus::Success => "success",
ExecutionStatus::Failure => "failure",
}
})
}).collect::<Vec<_>>()
})
.to_string();
WorkflowExecutionResult::CompletedWithRaw {
display: final_display,
raw_json,
}
}