import base64
import itertools
from dataclasses import dataclass
from datetime import datetime, timedelta
from typing import Optional, TypedDict, Any

from src.config import Configuration
from src.internals.cache.redis import get_conn
from src.internals.database.database import cached_count, cached_query
from src.internals.serializers.generic_with_dates import deserialize_dict_list, serialize_dict_list
from src.internals.serializers.post import deserialize_post_list, serialize_post_list
from src.utils.datetime_ import PeriodScale
from src.utils.utils import batched


class Post(TypedDict):
    id: str
    user: str
    service: str
    title: str
    content: str
    embed: dict
    shared_file: bool
    added: datetime
    published: datetime
    edited: datetime
    file: dict
    attachments: list[dict]
    poll: dict
    captions: Any
    tags: list[str]
    incomplete_rewards: Optional[str]


class PostWithFavCount(Post):
    fav_count: int

POST_FLAG_REASON_NUMBER_TO_SLUG = {
    -2: "delete-copyright",
    -1: "delete-abuse",
    1: "missing-password",
    2: "offsite-expired",
    10: "post-changed",
    20: "corrupted-files",
    21: "missing-files",
    11: "stale-comments",
    12: "formatting-error",
    8: "reason-other",
}

POST_FLAG_REASON_SLUG_TO_NUMBER = {v:k for k,v in POST_FLAG_REASON_NUMBER_TO_SLUG.items()}

POST_FLAG_CUT_OFF = 0

def count_all_posts(reload=False) -> int:
    key = "global_post_count"
    query = 'SELECT COUNT(*) FROM posts WHERE ("user", service) NOT IN (SELECT id, service from dnp)'

    return cached_count(query, key, reload=reload, ex=6000, lock_enabled=True)


def count_all_posts_for_query(q: str, reload=False) -> int:
    q = " OR ".join(x.lower() for x in q.strip().split(" OR "))

    if q == "":
        return count_all_posts(reload=reload)

    key = f"global_post_count_for_query:{base64.b64encode(q.encode()).decode()}"
    query = """
        BEGIN;
        SET LOCAL random_page_cost = 0.0001;
        SET LOCAL statement_timeout = 10000;
        SELECT COUNT(*)
        FROM posts
        WHERE (title || ' ' || content) &@~ %s
        AND ("user", service) NOT IN (
            SELECT id, service
            FROM dnp
        );
        COMMIT;
    """

    return cached_count(query, key, (q,), reload, prepare=False, client_bind=True, sets_to_fetch=[3], lock_enabled=True)


def count_all_posts_for_tag(tags: list[str], service: Optional[str] = None, artist_id: Optional[str] = None) -> int:
    b = base64.b64encode(f"==TAG==\0{tags}".encode()).decode()
    key = f"global_post_count_for_query:{b}"
    query = """
        SELECT
            COUNT(*)
        FROM
            POSTS
        WHERE
            "tags" @> %s::citext[]
    """
    params = (tags,)

    if service and artist_id:
        query += """
        AND "service" = %s AND "user" = %s
        """
        params += (service, artist_id)

    return cached_count(query, key, params)


def get_all_posts_summary(offset: int, limit=50, reload=False, cache_ttl=None):
    # we need this version to reduce redis size and bandwidth in half
    key = f"all_posts:summary:{limit}:{offset}"
    query = """
        SELECT
            id,
            "user",
            service,
            title,
            substring("content", 1, 50),
            published,
            file,
            attachments
        FROM
            posts
        WHERE
            ("user", service) NOT IN (
                SELECT id, service from dnp
            )
        ORDER BY
            added DESC
        OFFSET %s
        LIMIT %s
    """
    extra = {}

    if cache_ttl:
        extra["ex"] = cache_ttl

    return cached_query(
        query, key, (offset, limit), serialize_dict_list, deserialize_dict_list, reload, lock_enabled=True, **extra
    )


def get_all_posts_full(offset: int, limit=50, reload=False):
    key = f"all_posts:full:{limit}:{offset}"
    query = """
        SELECT
            id,
            "user",
            service,
            title,
            content,
            embed,
            shared_file,
            (
                CASE service
                    WHEN 'fanbox'
                    THEN NULL
                    ELSE added
                END
            ) AS added,
            published,
            edited,
            file,
            attachments,
            poll,
            captions,
            tags
        FROM
            posts
        WHERE
            ("user", service) NOT IN (
                SELECT
                    id,
                    service
                FROM
                    dnp
            )
        ORDER BY
            added DESC
        OFFSET %s
        LIMIT %s
    """

    return cached_query(
        query, key, (offset, limit), serialize_dict_list, deserialize_dict_list, reload, lock_enabled=True
    )


def get_all_posts_for_query(q: str, offset: int, limit=50, reload=False):
    q = " OR ".join(x.lower() for x in q.strip().split(" OR "))

    if q == "":
        return get_all_posts_summary(0, limit, reload, cache_ttl=Configuration().cache_ttl_for_recent_posts)

    key = f"all_posts_for_query:{base64.b64encode(q.encode()).decode()}:{limit}:{offset}"
    query = """
        BEGIN;
        SET LOCAL random_page_cost = 0.0001;
        SET LOCAL statement_timeout = 10000;
        SELECT
            id,
            "user",
            service,
            title,
            substring("content", 1, 50),
            published,
            file,
            attachments
        FROM
            posts
        WHERE
            (title || ' ' || content) &@~ %s
            AND
            ("user", service) NOT IN (
                SELECT id, service
                FROM dnp
            )
        ORDER BY
            added DESC
        LIMIT %s
        OFFSET %s;
        COMMIT;
    """

    return cached_query(
        query,
        key,
        (q, limit, offset),
        serialize_dict_list,
        deserialize_dict_list,
        reload,
        prepare=False,
        client_bind=True,
        sets_to_fetch=[3],
        lock_enabled=True,
    )


def get_all_channels_for_server(discord_server, reload=False):
    key = f"discord_channels_for_server:{discord_server}"
    query = "SELECT channel_id as id, name FROM discord_channels WHERE server_id = %s"

    return cached_query(query, key, (discord_server,), reload=reload, ex_on_null=60, lock_enabled=True)


def get_popular_posts_for_date_range(
    start_date: datetime,
    end_date: datetime,
    scale: PeriodScale,
    page: int,
    per_page: int,
    pages_to_query: int,
    expiry: int = Configuration().redis["default_ttl"],
    reload: bool = False,
) -> list[PostWithFavCount]:
    key = f"popular_posts:{scale}:{per_page}:{start_date.isoformat()}-{end_date.isoformat()}"

    redis = get_conn()
    result = redis.lindex(key, page)

    if result:
        parsed_result = deserialize_post_list(result)
        if parsed_result:
            return parsed_result
        else:
            return []
    else:
        if page != 0:
            result = redis.lindex(key, 0)
            if result:
                return []

    params = (start_date, end_date, pages_to_query * per_page)
    order_factor = "COUNT(*)"

    if scale == "recent":
        order_factor = 'SUM((EXTRACT(EPOCH FROM ("created_at" - %s )) / EXTRACT(EPOCH FROM ( %s - %s )) ))::float'
        params = (start_date, end_date, start_date, *params)

    query = f"""
    WITH "top_faves" AS (
        SELECT "service", "post_id", {
        order_factor
    } as fav_count
        FROM "account_post_favorite"
        WHERE "created_at" BETWEEN %s AND %s
        GROUP BY "service", "post_id"
        ORDER BY fav_count DESC
        LIMIT %s
    )
    SELECT
        p.id,
        p."user",
        p.service,
        p.title,
        substring( p."content", 1, 50),
        p.published,
        p.file,
        p.attachments,
        tf."fav_count"
    FROM
        "top_faves" AS tf
        INNER JOIN
        "posts" AS p
        ON
            p."id" = tf."post_id"
            AND
            p."service" = tf."service";
    """

    result = cached_query(
        query,
        key,
        params,
        serialize_fn=lambda x: [serialize_post_list(cache_page) for cache_page in batched(x, per_page)],
        deserialize_fn=lambda x: list(itertools.chain(*(deserialize_post_list(cache_page) for cache_page in x))),
        ex=expiry,
        reload=reload,
        cache_store_method="rpush",
        lock_enabled=True,
    )

    return (result or [])[(page * per_page) : ((page + 1) * per_page)]


def get_tagged_posts(
    tags: list[str], offset: int, limit: int, service: Optional[str] = None, artist_id: Optional[str] = None
) -> list[Post]:
    key = f"tagged_posts:{tags}:{service}:{artist_id}:{offset}"
    query = """
        SELECT
            id,
            "user",
            service,
            title,
            content,
            embed,
            shared_file,
            (
                CASE service
                    WHEN 'fanbox'
                    THEN NULL
                    ELSE added
                END
            ) AS added,
            published,
            edited,
            file,
            attachments,
            poll,
            captions,
            tags
        FROM
            "posts"
        WHERE
            "tags" @> %s::citext[]
    """
    params: tuple[...] = (tags,)

    if service and artist_id:
        query += """
        AND "service" = %s AND "user" = %s ORDER BY published DESC
        """
        params += (service, artist_id)
    else:
        query += " ORDER BY added DESC "

    query += "OFFSET %s LIMIT %s"
    params += (str(offset), str(limit))

    return cached_query(query, key, params)


@dataclass
class Tag:
    tag: str
    post_count: int


def get_all_tags(service: Optional[str] = None, creator_id: Optional[str] = None) -> list[Tag]:
    if creator_id and not service:
        raise Exception("Must be used with both creator_id and service")

    key = f"tags:{service or ""}:{creator_id or ""}"
    query = f"""
    SELECT {"tag" if creator_id else "lower(tag)"} as tag, COUNT(1) AS post_count
    FROM "posts"
    CROSS JOIN UNNEST(tags) AS tag
    """
    params: tuple[str, ...] = ()

    if service and creator_id:
        query += """WHERE "service" = %s AND "user" =  %s """
        params += (service, creator_id)

    query += """
    GROUP BY tag
    ORDER BY post_count DESC
    LIMIT 2000
    """
    ex = int(timedelta(hours=(6 if creator_id else 24)).total_seconds())

    return cached_query(query, key, params, ex=ex)