use std::sync::Arc;

use compliance_core::models::{Finding, FindingStatus};

use crate::llm::LlmClient;
use crate::pipeline::orchestrator::GraphContext;

const TRIAGE_SYSTEM_PROMPT: &str = r#"You are a security finding triage expert. Analyze the following security finding with its code context and determine the appropriate action.

Actions:
- "confirm": The finding is a true positive at the reported severity. Keep as-is.
- "downgrade": The finding is real but over-reported. Lower severity recommended.
- "upgrade": The finding is under-reported. Higher severity recommended.
- "dismiss": The finding is a false positive. Should be removed.

Consider:
- Is the code in a test, example, or generated file? (lower confidence for test code)
- Does the surrounding code context confirm or refute the finding?
- Is the finding actionable by a developer?
- Would a real attacker be able to exploit this?

Respond in JSON format:
{"action": "confirm|downgrade|upgrade|dismiss", "confidence": 0-10, "rationale": "brief explanation", "remediation": "optional fix suggestion"}"#;

pub async fn triage_findings(
    llm: &Arc<LlmClient>,
    findings: &mut Vec<Finding>,
    graph_context: Option<&GraphContext>,
) -> usize {
    let mut passed = 0;

    for finding in findings.iter_mut() {
        let file_classification = classify_file_path(finding.file_path.as_deref());

        let mut user_prompt = format!(
            "Scanner: {}\nRule: {}\nSeverity: {}\nTitle: {}\nDescription: {}\nFile: {}\nLine: {}\nCode: {}\nFile classification: {}",
            finding.scanner,
            finding.rule_id.as_deref().unwrap_or("N/A"),
            finding.severity,
            finding.title,
            finding.description,
            finding.file_path.as_deref().unwrap_or("N/A"),
            finding.line_number.map(|n| n.to_string()).unwrap_or_else(|| "N/A".to_string()),
            finding.code_snippet.as_deref().unwrap_or("N/A"),
            file_classification,
        );

        // Enrich with surrounding code context if possible
        if let Some(context) = read_surrounding_context(finding) {
            user_prompt.push_str(&format!(
                "\n\n--- Surrounding Code (50 lines) ---\n{context}"
            ));
        }

        // Enrich with graph context if available
        if let Some(ctx) = graph_context {
            if let Some(impact) = ctx
                .impacts
                .iter()
                .find(|i| i.finding_id == finding.fingerprint)
            {
                user_prompt.push_str(&format!(
                    "\n\n--- Code Graph Context ---\n\
                     Blast radius: {} nodes affected\n\
                     Entry points affected: {}\n\
                     Direct callers: {}\n\
                     Communities affected: {}\n\
                     Call chains: {}",
                    impact.blast_radius,
                    if impact.affected_entry_points.is_empty() {
                        "none".to_string()
                    } else {
                        impact.affected_entry_points.join(", ")
                    },
                    if impact.direct_callers.is_empty() {
                        "none".to_string()
                    } else {
                        impact.direct_callers.join(", ")
                    },
                    impact.affected_communities.len(),
                    impact.call_chains.len(),
                ));
            }
        }

        match llm
            .chat(TRIAGE_SYSTEM_PROMPT, &user_prompt, Some(0.1))
            .await
        {
            Ok(response) => {
                let cleaned = response.trim();
                let cleaned = if cleaned.starts_with("```") {
                    cleaned
                        .trim_start_matches("```json")
                        .trim_start_matches("```")
                        .trim_end_matches("```")
                        .trim()
                } else {
                    cleaned
                };
                if let Ok(result) = serde_json::from_str::<TriageResult>(cleaned) {
                    // Apply file-path confidence adjustment
                    let adjusted_confidence =
                        adjust_confidence(result.confidence, &file_classification);
                    finding.confidence = Some(adjusted_confidence);
                    finding.triage_action = Some(result.action.clone());
                    finding.triage_rationale = Some(result.rationale);

                    if let Some(remediation) = result.remediation {
                        finding.remediation = Some(remediation);
                    }

                    match result.action.as_str() {
                        "dismiss" => {
                            finding.status = FindingStatus::FalsePositive;
                        }
                        "downgrade" => {
                            // Downgrade severity by one level
                            finding.severity = downgrade_severity(&finding.severity);
                            finding.status = FindingStatus::Triaged;
                            passed += 1;
                        }
                        "upgrade" => {
                            finding.severity = upgrade_severity(&finding.severity);
                            finding.status = FindingStatus::Triaged;
                            passed += 1;
                        }
                        _ => {
                            // "confirm" or unknown — keep as-is
                            if adjusted_confidence >= 3.0 {
                                finding.status = FindingStatus::Triaged;
                                passed += 1;
                            } else {
                                finding.status = FindingStatus::FalsePositive;
                            }
                        }
                    }
                } else {
                    // Parse failure — keep the finding
                    finding.status = FindingStatus::Triaged;
                    passed += 1;
                    tracing::warn!(
                        "Failed to parse triage response for {}: {response}",
                        finding.fingerprint
                    );
                }
            }
            Err(e) => {
                // On LLM error, keep the finding
                tracing::warn!("LLM triage failed for {}: {e}", finding.fingerprint);
                finding.status = FindingStatus::Triaged;
                passed += 1;
            }
        }
    }

    // Remove false positives
    findings.retain(|f| f.status != FindingStatus::FalsePositive);
    passed
}

/// Read ~50 lines of surrounding code from the file at the finding's location
fn read_surrounding_context(finding: &Finding) -> Option<String> {
    let file_path = finding.file_path.as_deref()?;
    let line = finding.line_number? as usize;

    // Try to read the file — this works because the repo is cloned locally
    let content = std::fs::read_to_string(file_path).ok()?;
    let lines: Vec<&str> = content.lines().collect();

    let start = line.saturating_sub(25);
    let end = (line + 25).min(lines.len());

    Some(
        lines[start..end]
            .iter()
            .enumerate()
            .map(|(i, l)| format!("{:>4} | {}", start + i + 1, l))
            .collect::<Vec<_>>()
            .join("\n"),
    )
}

/// Classify a file path to inform triage confidence adjustment
fn classify_file_path(path: Option<&str>) -> String {
    let path = match path {
        Some(p) => p.to_lowercase(),
        None => return "unknown".to_string(),
    };

    if path.contains("/test/")
        || path.contains("/tests/")
        || path.contains("_test.")
        || path.contains(".test.")
        || path.contains(".spec.")
        || path.contains("/fixtures/")
        || path.contains("/testdata/")
    {
        return "test".to_string();
    }

    if path.contains("/example")
        || path.contains("/examples/")
        || path.contains("/demo/")
        || path.contains("/sample")
    {
        return "example".to_string();
    }

    if path.contains("/generated/")
        || path.contains("/gen/")
        || path.contains(".generated.")
        || path.contains(".pb.go")
        || path.contains("_generated.rs")
    {
        return "generated".to_string();
    }

    if path.contains("/vendor/")
        || path.contains("/node_modules/")
        || path.contains("/third_party/")
    {
        return "vendored".to_string();
    }

    "production".to_string()
}

/// Adjust confidence based on file classification
fn adjust_confidence(raw_confidence: f64, classification: &str) -> f64 {
    let multiplier = match classification {
        "test" => 0.5,
        "example" => 0.6,
        "generated" => 0.3,
        "vendored" => 0.4,
        _ => 1.0,
    };
    raw_confidence * multiplier
}

fn downgrade_severity(
    severity: &compliance_core::models::Severity,
) -> compliance_core::models::Severity {
    use compliance_core::models::Severity;
    match severity {
        Severity::Critical => Severity::High,
        Severity::High => Severity::Medium,
        Severity::Medium => Severity::Low,
        Severity::Low => Severity::Info,
        Severity::Info => Severity::Info,
    }
}

fn upgrade_severity(
    severity: &compliance_core::models::Severity,
) -> compliance_core::models::Severity {
    use compliance_core::models::Severity;
    match severity {
        Severity::Info => Severity::Low,
        Severity::Low => Severity::Medium,
        Severity::Medium => Severity::High,
        Severity::High => Severity::Critical,
        Severity::Critical => Severity::Critical,
    }
}

#[derive(serde::Deserialize)]
struct TriageResult {
    #[serde(default = "default_action")]
    action: String,
    #[serde(default)]
    confidence: f64,
    #[serde(default)]
    rationale: String,
    remediation: Option<String>,
}

fn default_action() -> String {
    "confirm".to_string()
}