import type { AnalysisResult, DiffBackendConfig, EngineBackend, WebhookEvent } from '../types.js';
import { fetchPRFiles } from '../github.js';
import { getLogger } from '../logger.js';

const TEST_FILE_PATTERN = /\b(test|spec|__tests__|_test|_spec|\.test\.|\.spec\.)\b/i;

const GENERATED_FILE_PATTERN =
  /\b(package-lock|yarn\.lock|pnpm-lock|Cargo\.lock|go\.sum|composer\.lock|Gemfile\.lock|poetry\.lock|flake\.lock)\b|\.min\.(js|css)$|\/vendor\//i;

const CONFIG_FILE_PATTERN =
  /\.(ya?ml|toml|ini|env(\.\w+)?|json)$|^\.[\w-]+(rc|ignore)$|Makefile$|Dockerfile$|^\.github\//i;

const RISKY_FILE_PATTERN =
  /\b(migration|schema|seed|secret|credential|auth|permission|rbac|\.sql)\b/i;

const DOC_FILE_PATTERN = /\.(md|mdx|txt|rst|adoc)$|^(README|CHANGELOG|LICENSE|CONTRIBUTING)/i;

function categorizeFiles(
  files: { filename: string; additions: number; deletions: number; changes: number }[]
) {
  const src: typeof files = [];
  const tests: typeof files = [];
  const generated: typeof files = [];
  const config: typeof files = [];
  const docs: typeof files = [];
  const risky: typeof files = [];

  for (const f of files) {
    if (GENERATED_FILE_PATTERN.test(f.filename)) {
      generated.push(f);
    } else if (TEST_FILE_PATTERN.test(f.filename)) {
      tests.push(f);
    } else if (DOC_FILE_PATTERN.test(f.filename)) {
      docs.push(f);
    } else if (CONFIG_FILE_PATTERN.test(f.filename)) {
      config.push(f);
    } else {
      src.push(f);
    }
    // risky is non-exclusive - a file can be both src and risky
    if (RISKY_FILE_PATTERN.test(f.filename)) {
      risky.push(f);
    }
  }

  return { src, tests, generated, config, docs, risky };
}

export class DiffBackend implements EngineBackend {
  name = 'diff';

  constructor(private config: DiffBackendConfig) {}

  async analyze(event: WebhookEvent): Promise<AnalysisResult> {
    if (event.type !== 'pull_request') {
      return { impact: 'neutral', confidence: 0, reasoning: 'Not a PR.' };
    }

    let files;
    try {
      files = await fetchPRFiles(event.owner, event.repo, event.number);
    } catch (err) {
      getLogger().warn(
        `Failed to fetch PR files for ${event.owner}/${event.repo}#${event.number}`,
        err
      );
      return { impact: 'neutral', confidence: 0, reasoning: 'Could not fetch PR diff.' };
    }

    if (files.length === 0) {
      return { impact: 'neutral', confidence: 0.1, reasoning: 'Empty diff.' };
    }

    const { src, tests, generated, config, docs, risky } = categorizeFiles(files);

    // Exclude generated files from change counts
    const meaningful = files.filter((f) => !GENERATED_FILE_PATTERN.test(f.filename));
    const totalAdditions = meaningful.reduce((s, f) => s + f.additions, 0);
    const totalDeletions = meaningful.reduce((s, f) => s + f.deletions, 0);
    const totalChanges = totalAdditions + totalDeletions;

    const signals: { name: string; positive: boolean; weight: number }[] = [];

    // --- Size signals ---
    if (totalChanges <= 50) {
      signals.push({ name: 'tiny PR', positive: true, weight: 1.2 });
    } else if (totalChanges <= 200) {
      signals.push({ name: 'small PR', positive: true, weight: 1 });
    } else if (totalChanges <= 500) {
      // medium - no signal either way
    } else if (totalChanges <= this.config.maxChanges) {
      signals.push({ name: `large PR (${totalChanges} lines)`, positive: false, weight: 0.8 });
    } else {
      signals.push({
        name: `very large PR (${totalChanges} lines, exceeds limit)`,
        positive: false,
        weight: 1.5,
      });
    }

    // --- Focus signals ---
    if (src.length <= 3 && src.length > 0) {
      signals.push({ name: 'tightly focused', positive: true, weight: 1.2 });
    } else if (meaningful.length <= 10) {
      signals.push({ name: 'focused changeset', positive: true, weight: 0.8 });
    } else if (meaningful.length > 30) {
      signals.push({
        name: `sprawling changeset (${meaningful.length} files)`,
        positive: false,
        weight: 1.2,
      });
    } else if (meaningful.length > 20) {
      signals.push({
        name: `broad changeset (${meaningful.length} files)`,
        positive: false,
        weight: 0.6,
      });
    }

    // --- Test coverage ---
    if (tests.length > 0 && src.length > 0) {
      const testRatio = tests.length / src.length;
      if (testRatio >= 0.5) {
        signals.push({ name: 'good test coverage in diff', positive: true, weight: 1.5 });
      } else {
        signals.push({ name: 'includes tests', positive: true, weight: 1 });
      }
    } else if (tests.length > 0 && src.length === 0) {
      signals.push({ name: 'test-only change', positive: true, weight: 1.2 });
    } else if (this.config.requireTests && src.length > 0 && totalChanges > 50) {
      signals.push({ name: 'no test changes for non-trivial PR', positive: false, weight: 1.3 });
    }

    // --- Net deletion ---
    if (totalDeletions > totalAdditions && totalDeletions > 10) {
      const ratio = totalDeletions / Math.max(totalAdditions, 1);
      if (ratio > 3) {
        signals.push({ name: 'significant code removal', positive: true, weight: 1.3 });
      } else {
        signals.push({ name: 'net code removal', positive: true, weight: 1 });
      }
    }

    // --- Churn detection (files with high add+delete suggesting rewrites) ---
    const highChurnFiles = src.filter(
      (f) =>
        f.additions > 50 &&
        f.deletions > 50 &&
        Math.min(f.additions, f.deletions) / Math.max(f.additions, f.deletions) > 0.6
    );
    if (highChurnFiles.length >= 3) {
      signals.push({
        name: `high churn in ${highChurnFiles.length} files (possible refactor)`,
        positive: false,
        weight: 0.5,
      });
    }

    // --- Risky files ---
    if (risky.length > 0) {
      signals.push({
        name: `touches sensitive files (${risky.map((f) => f.filename.split('/').pop()).join(', ')})`,
        positive: false,
        weight: 0.7,
      });
    }

    // --- Documentation ---
    if (docs.length > 0 && src.length > 0) {
      signals.push({ name: 'includes docs updates', positive: true, weight: 0.6 });
    } else if (docs.length > 0 && src.length === 0) {
      signals.push({ name: 'docs-only change', positive: true, weight: 1 });
    }

    // --- Config-only ---
    if (config.length > 0 && src.length === 0 && tests.length === 0) {
      signals.push({ name: 'config/infra only', positive: true, weight: 0.8 });
    }

    // --- Generated file noise ---
    if (generated.length > 0) {
      const genChanges = generated.reduce((s, f) => s + f.changes, 0);
      if (genChanges > totalChanges * 2) {
        signals.push({ name: 'dominated by generated file changes', positive: false, weight: 0.4 });
      }
    }

    // --- Scoring with weights ---
    const positiveWeight = signals.filter((s) => s.positive).reduce((s, x) => s + x.weight, 0);
    const negativeWeight = signals.filter((s) => !s.positive).reduce((s, x) => s + x.weight, 0);

    let impact: AnalysisResult['impact'];
    if (positiveWeight > negativeWeight * 1.1) {
      impact = 'positive';
    } else if (negativeWeight > positiveWeight * 1.1) {
      impact = 'negative';
    } else {
      impact = 'neutral';
    }

    const totalSignalWeight = positiveWeight + negativeWeight;
    const confidence =
      signals.length > 0
        ? Math.min(
            1,
            (Math.abs(positiveWeight - negativeWeight) / Math.max(totalSignalWeight, 1)) * 0.6 +
              0.25
          )
        : 0;

    // Build reasoning
    const breakdown: string[] = [];
    if (src.length > 0) breakdown.push(`${src.length} source`);
    if (tests.length > 0) breakdown.push(`${tests.length} test`);
    if (config.length > 0) breakdown.push(`${config.length} config`);
    if (docs.length > 0) breakdown.push(`${docs.length} docs`);
    if (generated.length > 0) breakdown.push(`${generated.length} generated`);
    const fileSummary = `${meaningful.length} files (${breakdown.join(', ')})`;

    const reasoning =
      signals.length > 0
        ? `Diff: ${signals.map((s) => `${s.positive ? '+' : '-'} ${s.name}`).join(', ')}. ${totalAdditions}+ ${totalDeletions}- across ${fileSummary}.`
        : 'No diff signals.';

    return { impact, confidence, reasoning };
  }
}