use std::time::Duration;

use crate::error::AiError;

/// Categorized error for deciding retry/fallback/fatal strategy.
#[derive(Debug, Clone, PartialEq, Eq)]
pub enum ErrorCategory {
    /// Transient error, safe to retry with backoff.
    Retryable { reason: String },
    /// Authentication or quota error, switch to fallback model.
    FallbackModel { reason: String },
    /// Non-recoverable error, do not retry.
    Fatal { reason: String },
    /// Token budget exceeded for this run.
    TokenBudgetExceeded,
    /// Request timed out.
    Timeout,
    /// Request was cancelled by the caller.
    Cancelled,
    /// Provider is overloaded or at capacity, retry with longer delay.
    Overloaded { reason: String },
    /// Context window exceeded, needs compaction before retry.
    ContextWindowExceeded { reason: String },
}

#[derive(Debug, Clone)]
pub struct RetryPolicy {
    pub max_attempts: usize,
    pub base_delay: Duration,
    pub jitter: bool,
    pub exponential: bool,
    pub switch_to_fallback: bool,
}

impl RetryPolicy {
    pub fn delay_for_attempt(&self, attempt: usize) -> Duration {
        let ms = if self.exponential {
            self.base_delay.as_millis() as u64 * (1u64 << attempt.min(6))
        } else {
            self.base_delay.as_millis() as u64
        };

        let ms = if self.jitter {
            let half = (ms as f64 * 0.25) as u64;
            let lo = ms.saturating_sub(half);
            let hi = ms.saturating_add(half);
            let mix = ((attempt as u64).wrapping_mul(1_103_515_245)) % (hi - lo + 1);
            lo + mix
        } else {
            ms
        };

        Duration::from_millis(ms.max(100))
    }
}

/// Classify an error into a category for retry/fallback decisions.
///
/// Inspects both the HTTP status code (when available) and the error message
/// content to determine the most appropriate category.
pub fn classify_error(error: &AiError, http_status: Option<u16>) -> ErrorCategory {
    // HTTP status-based classification takes precedence
    let from_status = match http_status {
        Some(429) => Some(ErrorCategory::Retryable {
            reason: "rate limited (HTTP 429)".to_string(),
        }),
        Some(401) | Some(403) => Some(ErrorCategory::FallbackModel {
            reason: format!("authentication failed (HTTP {})", http_status.unwrap()),
        }),
        Some(502) | Some(503) => Some(ErrorCategory::Overloaded {
            reason: format!("provider unavailable (HTTP {})", http_status.unwrap()),
        }),
        Some(504) => Some(ErrorCategory::Timeout),
        Some(413) => Some(ErrorCategory::ContextWindowExceeded {
            reason: "payload too large (HTTP 413)".to_string(),
        }),
        Some(s) if (400..500).contains(&s) => Some(ErrorCategory::Fatal {
            reason: format!("client error (HTTP {})", s),
        }),
        Some(s) if (500..600).contains(&s) => Some(ErrorCategory::Retryable {
            reason: format!("server error (HTTP {})", s),
        }),
        _ => None,
    };

    if let Some(cat) = from_status {
        return cat;
    }

    // Message-based classification
    match error {
        AiError::Timeout { .. } => ErrorCategory::Timeout,
        AiError::TokenBudgetExceeded { .. } => ErrorCategory::TokenBudgetExceeded,
        AiError::Api(msg) => classify_api_message(msg),
        AiError::Response(msg) => classify_response_message(msg),
        AiError::ModelRetriesExhausted { .. } => ErrorCategory::Fatal {
            reason: error.to_string(),
        },
        _ => ErrorCategory::Fatal {
            reason: error.to_string(),
        },
    }
}

/// Classify API error messages by keyword patterns.
fn classify_api_message(msg: &str) -> ErrorCategory {
    let lower = msg.to_lowercase();

    // Rate limiting
    if lower.contains("rate") || lower.contains("too many requests") || lower.contains("throttl") {
        return ErrorCategory::Retryable {
            reason: msg.to_string(),
        };
    }

    // Overloaded / capacity
    if lower.contains("overloaded")
        || lower.contains("capacity")
        || lower.contains("too busy")
        || lower.contains("service unavailable")
    {
        return ErrorCategory::Overloaded {
            reason: msg.to_string(),
        };
    }

    // Authentication / quota
    if lower.contains("unauthorized")
        || lower.contains("invalid api key")
        || lower.contains("api key")
        || lower.contains("forbidden")
        || lower.contains("quota exceeded")
        || lower.contains("insufficient")
        || lower.contains("billing")
    {
        return ErrorCategory::FallbackModel {
            reason: msg.to_string(),
        };
    }

    // Context window exceeded
    if lower.contains("context length")
        || lower.contains("context window")
        || lower.contains("maximum context")
        || lower.contains("too many tokens")
        || lower.contains("max_tokens")
    {
        return ErrorCategory::ContextWindowExceeded {
            reason: msg.to_string(),
        };
    }

    ErrorCategory::Fatal {
        reason: msg.to_string(),
    }
}

/// Classify response error messages by keyword patterns.
fn classify_response_message(msg: &str) -> ErrorCategory {
    let lower = msg.to_lowercase();

    if lower.contains("cancelled") || lower.contains("canceled") {
        return ErrorCategory::Cancelled;
    }
    if lower.contains("timeout") || lower.contains("timed out") {
        return ErrorCategory::Timeout;
    }

    ErrorCategory::Fatal {
        reason: msg.to_string(),
    }
}

/// Get the recommended retry policy for an error category.
pub fn retry_policy_for(
    category: &ErrorCategory,
    max_attempts: usize,
    base_delay_ms: u64,
) -> RetryPolicy {
    match category {
        ErrorCategory::Retryable { .. } => RetryPolicy {
            max_attempts,
            base_delay: Duration::from_millis(base_delay_ms),
            jitter: true,
            exponential: true,
            switch_to_fallback: false,
        },
        ErrorCategory::Overloaded { .. } => RetryPolicy {
            max_attempts: max_attempts.min(5),
            base_delay: Duration::from_millis(base_delay_ms.max(5_000)),
            jitter: true,
            exponential: true,
            switch_to_fallback: true,
        },
        ErrorCategory::FallbackModel { .. } => RetryPolicy {
            max_attempts: 1,
            base_delay: Duration::from_millis(500),
            jitter: false,
            exponential: false,
            switch_to_fallback: true,
        },
        ErrorCategory::ContextWindowExceeded { .. } => RetryPolicy {
            max_attempts: 1,
            base_delay: Duration::from_millis(0),
            jitter: false,
            exponential: false,
            switch_to_fallback: false,
        },
        ErrorCategory::Timeout => RetryPolicy {
            max_attempts: max_attempts.min(2),
            base_delay: Duration::from_millis(base_delay_ms.max(2_000)),
            jitter: true,
            exponential: false,
            switch_to_fallback: false,
        },
        ErrorCategory::TokenBudgetExceeded | ErrorCategory::Cancelled | ErrorCategory::Fatal { .. } => {
            RetryPolicy {
                max_attempts: 0,
                base_delay: Duration::from_millis(0),
                jitter: false,
                exponential: false,
                switch_to_fallback: false,
            }
        }
    }
}

/// Determine whether the error warrants switching to a fallback model.
pub fn should_switch_to_fallback(category: &ErrorCategory) -> bool {
    matches!(
        category,
        ErrorCategory::FallbackModel { .. } | ErrorCategory::Overloaded { .. }
    )
}

/// Determine whether compaction should be attempted before retry.
pub fn should_compact_before_retry(category: &ErrorCategory) -> bool {
    matches!(category, ErrorCategory::ContextWindowExceeded { .. })
}