import type { Debugger } from "debug";
import { GuardrailCheckId } from "../ai-guardrails/index.js";
import type { NDK } from "../ndk/index.js";
import type { NDKFilter } from "../subscription/index.js";
import { isValidHex64 } from "./validation.js";

/**
 * Filter validation modes for NDK subscriptions.
 *
 * @example
 * ```typescript
 * const ndk = new NDK({
 *     filterValidationMode: "validate" // Throw on invalid filters (default)
 * });
 * ```
 */
export enum NDKFilterValidationMode {
    /**
     * Throw an error when invalid filters are detected (default).
     * Use this in development to catch filter bugs early.
     */
    VALIDATE = "validate",

    /**
     * Automatically fix invalid filters by removing undefined values.
     * Use this in production for lenient handling of dynamic filters.
     */
    FIX = "fix",

    /**
     * Skip validation entirely (legacy behavior).
     */
    IGNORE = "ignore",
}

/**
 * Validates or fixes filters based on the specified mode.
 *
 * This function checks for:
 * - Undefined values in arrays
 * - Invalid data types (non-strings in author/id arrays, non-numbers in kinds)
 * - Invalid hex strings (authors, ids, #e and #p tags must be 64-char hex)
 * - Out-of-range kind numbers (must be 0-65535)
 *
 * @param filters - The filters to validate or fix
 * @param mode - The validation mode to use
 * @param debug - Optional debug instance for logging warnings
 * @returns Original filters (if valid or ignored) or fixed filters (if fix mode)
 * @throws Error if validation fails in VALIDATE mode
 *
 * @example
 * ```typescript
 * // Validate filters (throws on invalid)
 * const validated = processFilters(filters, NDKFilterValidationMode.VALIDATE);
 *
 * // Fix filters (returns cleaned)
 * const cleaned = processFilters(filters, NDKFilterValidationMode.FIX);
 * ```
 */
export function processFilters(
    filters: NDKFilter[],
    mode: NDKFilterValidationMode = NDKFilterValidationMode.VALIDATE,
    debug?: Debugger,
    ndk?: NDK,
): NDKFilter[] {
    if (mode === NDKFilterValidationMode.IGNORE) {
        return filters;
    }

    const issues: string[] = [];
    const processedFilters = filters.map((filter, index) => {
        // AI Guardrails - run before standard validation
        if (ndk?.aiGuardrails.isEnabled()) {
            runAIGuardrailsForFilter(filter, index, ndk);
        }

        const result = processFilter(filter, mode, index, issues, debug);
        return result;
    });

    if (mode === NDKFilterValidationMode.VALIDATE && issues.length > 0) {
        throw new Error(`Invalid filter(s) detected:\n${issues.join("\n")}`);
    }

    return processedFilters;
}

/**
 * Process a single filter - either validate it or fix it
 */
function processFilter(
    filter: NDKFilter,
    mode: NDKFilterValidationMode,
    filterIndex: number,
    issues: string[],
    debug?: Debugger,
): NDKFilter {
    const isValidating = mode === NDKFilterValidationMode.VALIDATE;
    const cleanedFilter = isValidating ? filter : { ...filter };

    // Process 'ids' array - must be 64-character hex strings
    if (filter.ids) {
        const validIds: string[] = [];
        filter.ids.forEach((id, idx) => {
            if (id === undefined) {
                if (isValidating) {
                    issues.push(`Filter[${filterIndex}].ids[${idx}] is undefined`);
                } else {
                    debug?.(`Fixed: Removed undefined value at ids[${idx}]`);
                }
            } else if (typeof id !== "string") {
                if (isValidating) {
                    issues.push(`Filter[${filterIndex}].ids[${idx}] is not a string (got ${typeof id})`);
                } else {
                    debug?.(`Fixed: Removed non-string value at ids[${idx}] (was ${typeof id})`);
                }
            } else if (!isValidHex64(id)) {
                if (isValidating) {
                    issues.push(`Filter[${filterIndex}].ids[${idx}] is not a valid 64-char hex string: "${id}"`);
                } else {
                    debug?.(`Fixed: Removed invalid hex string at ids[${idx}]`);
                }
            } else {
                validIds.push(id);
            }
        });

        if (!isValidating) {
            cleanedFilter.ids = validIds.length > 0 ? validIds : undefined;
        }
    }

    // Process 'authors' array - must be 64-character hex strings (pubkeys)
    if (filter.authors) {
        const validAuthors: string[] = [];
        filter.authors.forEach((author, idx) => {
            if (author === undefined) {
                if (isValidating) {
                    issues.push(`Filter[${filterIndex}].authors[${idx}] is undefined`);
                } else {
                    debug?.(`Fixed: Removed undefined value at authors[${idx}]`);
                }
            } else if (typeof author !== "string") {
                if (isValidating) {
                    issues.push(`Filter[${filterIndex}].authors[${idx}] is not a string (got ${typeof author})`);
                } else {
                    debug?.(`Fixed: Removed non-string value at authors[${idx}] (was ${typeof author})`);
                }
            } else if (!isValidHex64(author)) {
                if (isValidating) {
                    issues.push(
                        `Filter[${filterIndex}].authors[${idx}] is not a valid 64-char hex pubkey: "${author}"`,
                    );
                } else {
                    debug?.(`Fixed: Removed invalid hex pubkey at authors[${idx}]`);
                }
            } else {
                validAuthors.push(author);
            }
        });

        if (!isValidating) {
            cleanedFilter.authors = validAuthors.length > 0 ? validAuthors : undefined;
        }
    }

    // Process 'kinds' array - must be non-negative integers
    if (filter.kinds) {
        const validKinds: number[] = [];
        filter.kinds.forEach((kind, idx) => {
            if (kind === undefined) {
                if (isValidating) {
                    issues.push(`Filter[${filterIndex}].kinds[${idx}] is undefined`);
                } else {
                    debug?.(`Fixed: Removed undefined value at kinds[${idx}]`);
                }
            } else if (typeof kind !== "number") {
                if (isValidating) {
                    issues.push(`Filter[${filterIndex}].kinds[${idx}] is not a number (got ${typeof kind})`);
                } else {
                    debug?.(`Fixed: Removed non-number value at kinds[${idx}] (was ${typeof kind})`);
                }
            } else if (!Number.isInteger(kind)) {
                if (isValidating) {
                    issues.push(`Filter[${filterIndex}].kinds[${idx}] is not an integer: ${kind}`);
                } else {
                    debug?.(`Fixed: Removed non-integer value at kinds[${idx}]: ${kind}`);
                }
            } else if (kind < 0 || kind > 65535) {
                if (isValidating) {
                    issues.push(`Filter[${filterIndex}].kinds[${idx}] is out of valid range (0-65535): ${kind}`);
                } else {
                    debug?.(`Fixed: Removed out-of-range kind at kinds[${idx}]: ${kind}`);
                }
            } else {
                validKinds.push(kind);
            }
        });

        if (!isValidating) {
            cleanedFilter.kinds = validKinds.length > 0 ? validKinds : undefined;
        }
    }

    // Process tag filters (e.g., #e, #p, #t, #a) - values must be strings
    for (const key in filter) {
        if (key.startsWith("#") && key.length === 2) {
            const tagValues = filter[key as `#${string}`];
            if (Array.isArray(tagValues)) {
                const validValues: string[] = [];
                tagValues.forEach((value, idx) => {
                    if (value === undefined) {
                        if (isValidating) {
                            issues.push(`Filter[${filterIndex}].${key}[${idx}] is undefined`);
                        } else {
                            debug?.(`Fixed: Removed undefined value at ${key}[${idx}]`);
                        }
                    } else if (typeof value !== "string") {
                        if (isValidating) {
                            issues.push(`Filter[${filterIndex}].${key}[${idx}] is not a string (got ${typeof value})`);
                        } else {
                            debug?.(`Fixed: Removed non-string value at ${key}[${idx}] (was ${typeof value})`);
                        }
                    } else {
                        // For #e and #p tags, validate as hex strings
                        if ((key === "#e" || key === "#p") && !isValidHex64(value)) {
                            if (isValidating) {
                                issues.push(
                                    `Filter[${filterIndex}].${key}[${idx}] is not a valid 64-char hex string: "${value}"`,
                                );
                            } else {
                                debug?.(`Fixed: Removed invalid hex string at ${key}[${idx}]`);
                            }
                        } else {
                            validValues.push(value);
                        }
                    }
                });

                if (!isValidating) {
                    cleanedFilter[key as `#${string}`] = validValues.length > 0 ? validValues : undefined;
                }
            }
        }
    }

    // Clean up undefined fields in fix mode
    if (!isValidating) {
        Object.keys(cleanedFilter).forEach((key) => {
            if (cleanedFilter[key as keyof NDKFilter] === undefined) {
                delete cleanedFilter[key as keyof NDKFilter];
            }
        });
    }

    return cleanedFilter;
}

/**
 * Run AI Guardrails checks on a filter.
 * These are educational checks to catch common mistakes.
 */
function runAIGuardrailsForFilter(filter: NDKFilter, filterIndex: number, ndk: NDK): void {
    const guards = ndk.aiGuardrails;
    const filterPreview = JSON.stringify(filter, null, 2);

    // Check 1: Filter contains only limit
    if (Object.keys(filter).length === 1 && filter.limit !== undefined) {
        guards.error(
            GuardrailCheckId.FILTER_ONLY_LIMIT,
            `Filter[${filterIndex}] contains only 'limit' without any filtering criteria.\n\n` +
                `📦 Your filter:\n${filterPreview}\n\n` +
                `⚠️  This will fetch random events from relays without any criteria.`,
            `Add filtering criteria:\n   ✅ { kinds: [1], limit: 10 }\n   ✅ { authors: [pubkey], limit: 10 }\n   ❌ { limit: 10 }`,
        );
    }

    // Check 2: Empty filter
    if (Object.keys(filter).length === 0) {
        guards.error(
            GuardrailCheckId.FILTER_EMPTY,
            `Filter[${filterIndex}] is empty.\n\n` +
                `📦 Your filter:\n${filterPreview}\n\n` +
                `⚠️  This will request ALL events from relays, which is never what you want.`,
            `Add filtering criteria like 'kinds', 'authors', or tags.`,
            false, // Fatal error - cannot be disabled
        );
    }

    // Check 4: since > until
    if (filter.since !== undefined && filter.until !== undefined && filter.since > filter.until) {
        const sinceDate = new Date(filter.since * 1000).toISOString();
        const untilDate = new Date(filter.until * 1000).toISOString();
        guards.error(
            GuardrailCheckId.FILTER_SINCE_AFTER_UNTIL,
            `Filter[${filterIndex}] has 'since' AFTER 'until'.\n\n` +
                `📦 Your filter:\n${filterPreview}\n\n` +
                `❌ since: ${filter.since} (${sinceDate})\n` +
                `❌ until: ${filter.until} (${untilDate})\n\n` +
                `No events can match this time range!`,
            `'since' must be BEFORE 'until'. Both are Unix timestamps in seconds.`,
            false, // Fatal error - cannot be disabled
        );
    }

    // Check 5: Invalid hex strings in filter arrays
    const bech32Regex = /^n(addr|event|ote|pub|profile)1/;

    if (filter.ids) {
        filter.ids.forEach((id, idx) => {
            if (typeof id === "string") {
                // Check for bech32 first (more specific error message)
                if (bech32Regex.test(id)) {
                    guards.error(
                        GuardrailCheckId.FILTER_BECH32_IN_ARRAY,
                        `Filter[${filterIndex}].ids[${idx}] contains bech32: "${id}". IDs must be hex, not bech32.`,
                        `Use filterFromId() to decode bech32 first: import { filterFromId } from "@nostr-dev-kit/ndk"`,
                        false, // Fatal error - cannot be disabled
                    );
                }
                // Then check for any invalid hex string (catches garbage data)
                else if (!isValidHex64(id)) {
                    guards.error(
                        GuardrailCheckId.FILTER_INVALID_HEX,
                        `Filter[${filterIndex}].ids[${idx}] is not a valid 64-char hex string: "${id}"`,
                        `Event IDs must be 64-character hexadecimal strings. Invalid IDs often come from corrupted data in user-generated lists. Always validate hex strings before using them in filters:\n\n   const validIds = ids.filter(id => /^[0-9a-f]{64}$/i.test(id));`,
                        false, // Fatal error - cannot be disabled
                    );
                }
            }
        });
    }

    if (filter.authors) {
        filter.authors.forEach((author, idx) => {
            if (typeof author === "string") {
                // Check for bech32 first (more specific error message)
                if (bech32Regex.test(author)) {
                    guards.error(
                        GuardrailCheckId.FILTER_BECH32_IN_ARRAY,
                        `Filter[${filterIndex}].authors[${idx}] contains bech32: "${author}". Authors must be hex pubkeys, not npub.`,
                        `Use ndkUser.pubkey instead. Example: { authors: [ndkUser.pubkey] }`,
                        false, // Fatal error - cannot be disabled
                    );
                }
                // Then check for any invalid hex string (catches garbage data from follow lists)
                else if (!isValidHex64(author)) {
                    guards.error(
                        GuardrailCheckId.FILTER_INVALID_HEX,
                        `Filter[${filterIndex}].authors[${idx}] is not a valid 64-char hex pubkey: "${author}"`,
                        `Kind:3 follow lists can contain invalid entries like labels ("Follow List"), partial strings ("highlig"), or other corrupted data. You MUST validate all pubkeys before using them in filters.\n\n   Example:\n   const validPubkeys = pubkeys.filter(p => /^[0-9a-f]{64}$/i.test(p));\n   ndk.subscribe({ authors: validPubkeys, kinds: [1] });`,
                        false, // Fatal error - cannot be disabled
                    );
                }
            }
        });
    }

    // Check 6: Invalid hex strings in tag filters
    for (const key in filter) {
        if (key.startsWith("#") && key.length === 2) {
            const tagValues = filter[key as `#${string}`];
            if (Array.isArray(tagValues)) {
                tagValues.forEach((value, idx) => {
                    if (typeof value === "string") {
                        // For #e and #p tags, validate hex format
                        if (key === "#e" || key === "#p") {
                            // Check for bech32 first (more specific error message)
                            if (bech32Regex.test(value)) {
                                guards.error(
                                    GuardrailCheckId.FILTER_BECH32_IN_ARRAY,
                                    `Filter[${filterIndex}].${key}[${idx}] contains bech32: "${value}". Tag values must be decoded.`,
                                    `Use filterFromId() or nip19.decode() to get the hex value first.`,
                                    false, // Fatal error - cannot be disabled
                                );
                            }
                            // Then check for any invalid hex string
                            else if (!isValidHex64(value)) {
                                guards.error(
                                    GuardrailCheckId.FILTER_INVALID_HEX,
                                    `Filter[${filterIndex}].${key}[${idx}] is not a valid 64-char hex string: "${value}"`,
                                    `${key === "#e" ? "Event IDs" : "Public keys"} in tag filters must be 64-character hexadecimal strings. Kind:3 follow lists and other user-generated content can contain invalid data. Always filter before using:\n\n   const validValues = values.filter(v => /^[0-9a-f]{64}$/i.test(v));`,
                                    false, // Fatal error - cannot be disabled
                                );
                            }
                        }
                    }
                });
            }
        }
    }

    // Check 7: Invalid #a tag format and kind
    if (filter["#a"]) {
        const aTags = filter["#a"];
        aTags?.forEach((aTag, idx) => {
            if (typeof aTag === "string") {
                // Check basic format first
                if (!/^\d+:[0-9a-f]{64}:.*$/.test(aTag)) {
                    guards.error(
                        GuardrailCheckId.FILTER_INVALID_A_TAG,
                        `Filter[${filterIndex}].#a[${idx}] has invalid format: "${aTag}". Must be "kind:pubkey:d-tag".`,
                        `Example: "30023:fa984bd7dbb282f07e16e7ae87b26a2a7b9b90b7246a44771f0cf5ae58018f52:my-article"`,
                        false, // Fatal error - cannot be disabled
                    );
                } else {
                    // Extract and validate kind is addressable (30000-39999)
                    const kind = Number.parseInt(aTag.split(":")[0], 10);
                    if (kind < 30000 || kind > 39999) {
                        guards.error(
                            GuardrailCheckId.FILTER_INVALID_A_TAG,
                            `Filter[${filterIndex}].#a[${idx}] uses non-addressable kind ${kind}: "${aTag}". #a filters are only for addressable events (kinds 30000-39999).`,
                            `Addressable events include:\n   • 30000-30039: Parameterized Replaceable Events (profiles, settings, etc.)\n   • 30040-39999: Other addressable events\n\nFor regular events (kind ${kind}), use:\n   • #e filter for specific event IDs\n   • kinds + authors filters for event queries`,
                            false, // Fatal error - cannot be disabled
                        );
                    }
                }
            }
        });
    }

    // Check 8: Hashtag filters with # prefix
    if (filter["#t"]) {
        const tTags = filter["#t"];
        tTags?.forEach((tag, idx) => {
            if (typeof tag === "string" && tag.startsWith("#")) {
                guards.error(
                    GuardrailCheckId.FILTER_HASHTAG_WITH_PREFIX,
                    `Filter[${filterIndex}].#t[${idx}] contains hashtag with # prefix: "${tag}". Hashtag values should NOT include the # symbol.`,
                    `Remove the # prefix from hashtag filters:\n   ✅ { "#t": ["nostr"] }\n   ❌ { "#t": ["#nostr"] }`,
                    false, // Fatal error - cannot be disabled
                );
            }
        });
    }
}