import { Client } from "@elastic/elasticsearch";
import debugPrint from "../debugprint.js";
import { File } from "../models/index.js";
import { Timer } from "../time.js";

const client = new Client({
  node: process.env.ELASTICSEARCH_URL || "http://localhost:9200",
});

const INDEX_NAME = "myrient_files";

export async function initElasticsearch() {
  try {
    const indexExists = await client.indices.exists({ index: INDEX_NAME });

    if (!indexExists) {
      await client.indices.create({
        index: INDEX_NAME,
        body: {
          settings: {
            analysis: {
              analyzer: {
                filename_analyzer: {
                  type: "custom",
                  tokenizer: "standard",
                  filter: ["lowercase", "word_delimiter_graph"],
                },
              },
            },
          },
          mappings: {
            properties: {
              filename: {
                type: "text",
                analyzer: "filename_analyzer",
              },
              category: {
                type: "text",
                analyzer: "standard",
                fields: {
                  keyword: {
                    type: "keyword",
                  },
                },
              },
              type: {
                type: "text",
                analyzer: "standard",
              },
              region: {
                type: "text",
                analyzer: "standard",
              },
              filenamekws: {
                type: "text",
                analyzer: "standard",
              },
              categorykws: {
                type: "text",
                analyzer: "standard",
              },
              regionkws: {
                type: "text",
                analyzer: "standard",
              },
              nongame: {
                type: "boolean",
              },
            },
          },
        },
      });
      console.log("Elasticsearch index created");
    }
  } catch (error) {
    console.error("Elasticsearch init error:", error);
    process.exit(1);
  }
}

export async function indexFile(file) {
  try {
    await client.index({
      index: INDEX_NAME,
      id: file.id.toString(),
      document: file,
    });
    debugPrint(`Indexed file: ${file.filename}`);
  } catch (error) {
    console.error("Error indexing file:", error);
  }
}

export async function bulkIndexFiles(files) {
  const operations = files.flatMap((file) => [
    { index: { _index: INDEX_NAME, _id: file.id.toString() } },
    {
      filename: file.filename,
      category: file.category,
      type: file.type,
      region: file.region,
      filenamekws: file.filenamekws,
      categorykws: file.categorykws,
      regionkws: file.regionkws,
      nongame: file.nongame
    },
  ]);

  try {
    const { errors, items } = await client.bulk({
      refresh: true,
      operations,
    });

    if (errors) {
      console.error("Bulk indexing had errors");
      items.forEach((item) => {
        if (item.index.error) {
          console.error(item.index.error);
        }
      });
    }

    debugPrint(`Bulk indexed ${files.length} files`);
  } catch (error) {
    console.error("Bulk indexing error:", error);
  }
}

export async function search(query, options) {
  //add kws for selected fields
  let builtFields = [];
  for (let field in options.fields) {
    builtFields.push(options.fields[field]);
    builtFields.push(options.fields[field] + "kws");
  }
  const searchQuery = {
    index: INDEX_NAME,
    body: {
      size: options.pageSize,
      from: options.pageSize * options.page,
      query: {
        bool: {
          must: buildMustClauses(query, options, builtFields),
          should: buildShouldClauses(query, options, builtFields),
        },
      },
      highlight: {
        fields: {
          filename: {},
          category: {},
          type: {},
          region: {},
        },
      },
    },
  };
  if (options.hideNonGame) {
    searchQuery.body.query.bool["filter"] = {
      term: { nongame: false },
    };
  }

  try {
    let timer = new Timer();
    const response = await client.search(searchQuery);

    // Fetch full records from PostgreSQL for the search results
    const ids = response.hits.hits.map((hit) => hit._id);
    const fullRecords = await File.findAll({
      where: { id: ids },
    });

    // Create a map of full records by id
    const recordMap = fullRecords.reduce((map, record) => {
      map[record.id] = record;
      return map;
    }, {});

    // Build results with full PostgreSQL records
    let results = response.hits.hits.map((hit) => ({
      ...recordMap[hit._id]?.dataValues,
      score: hit._score,
      highlights: hit.highlight,
    }));

    //Filter out anything that couldn't be found in postgres
    results = results.filter(result => result.filename)

    const elapsed = timer.elapsedSeconds();
    return {
      items: results,
      db: fullRecords,
      count: response.hits.total.value || 0,
      elapsed,
    };
  } catch (error) {
    console.error("Search error:", error);
    return { items: [], elapsed: 0, count: 0 };
  }
}

function buildMustClauses(query, options, builtFields) {
  const clauses = [];

  if (options.combineWith === "AND") {
    query.split(" ").forEach((term) => {
      clauses.push({
        multi_match: {
          query: term,
          fields: builtFields.map((field) =>
            field === "filename" || field === "filenamekws"
              ? `${field}^2`
              : field
          ),
          fuzziness: options.fuzzy || 0,
          type: "best_fields",
        },
      });
    });
  }

  return clauses;
}

function buildShouldClauses(query, options, builtFields) {
  const clauses = [];

  if (options.combineWith !== "AND") {
    clauses.push({
      multi_match: {
        query,
        fields: builtFields.map((field) =>
          field === "filename" || field === "filenamekws" ? `${field}^2` : field
        ),
        fuzziness: options.fuzzy || 0,
        type: "best_fields",
      },
    });
  }

  return clauses;
}

export async function getSuggestions(query, options) {
  try {
    const response = await client.search({
      index: INDEX_NAME,
      body: {
        query: {
          multi_match: {
            query,
            fields: ["filename^2", "filenamekws^2", "category", "categorykws"],
            fuzziness: "AUTO",
            type: "best_fields",
          },
        },
        _source: ["filename", "category"],
        size: 10,
      },
    });

    return response.hits.hits.map((hit) => ({
      suggestion: hit._source.filename,
    }));
  } catch (error) {
    console.error("Suggestion error:", error);
    return [];
  }
}

export async function getSample(query, options) {
  try {
    const response = await client.search({
      index: INDEX_NAME,
      body: {
        query: {
          match: {
            filename: query,
          },
        },
        _source: ["filename"],
        size: 30,
      },
    });

    return response.hits.hits.map((hit) => ({
      sample: hit._source.filename,
    }));
  } catch (error) {
    console.error("Sample error:", error);
    return [];
  }
}