from re import search
from django.conf import settings
from core.lib.opensearch import annotate_results, filter_blacklisted, parse_results
import manticoresearch
from core.views.helpers import dedup_list


def initialise_manticore():
    """
    Initialise the Manticore client
    """
    configuration = manticoresearch.Configuration(host="http://monolith-db-1:9308")
    api_client = manticoresearch.ApiClient(configuration)
    api_instance = manticoresearch.SearchApi(api_client)

    return (api_client, api_instance)

api_client, client = initialise_manticore()

def construct_query(query, size, index, blank=False):
    """
    Accept some query parameters and construct an OpenSearch query.
    """
    if not size:
        size = 5
    query_base = {
        "index": index,
        "limit": size,
        "query": {"bool": {"must": []}},
    }
    query_string = {
        "query_string": query,
    }
    if not blank:
        query_base["query"]["bool"]["must"].append(query_string)
    return query_base

def run_query(client, user, search_query):
    response = client.search(search_query)
    response = response.to_dict()
    filter_blacklisted(user, response)
    return response

def query_results(
    request,
    query_params,
    size=None,
    annotate=True,
    custom_query=False,
    reverse=False,
    dedup=False,
    dedup_fields=None,
    tags=None,
):
    query = None
    message = None
    message_class = None
    add_bool = []
    add_top = []
    add_top_negative = []
    sort = None
    query_created = False
    source = None

    # Check size
    if request.user.is_anonymous:
        sizes = settings.MANTICORE_MAIN_SIZES_ANON
    else:
        sizes = settings.MANTICORE_MAIN_SIZES
    if not size:
        if "size" in query_params:
            size = query_params["size"]
            if size not in sizes:
                message = "Size is not permitted"
                message_class = "danger"
                return {"message": message, "class": message_class}
            size = int(size)
        else:
            size = 20

    # Check index
    if "index" in query_params:
        index = query_params["index"]
        if index == "main":
            index = settings.MANTICORE_INDEX_MAIN
        else:
            if not request.user.has_perm(f"core.index_{index}"):
                message = "Not permitted to search by this index"
                message_class = "danger"
                return {
                    "message": message,
                    "class": message_class,
                }
            if index == "meta":
                index = settings.MANTICORE_INDEX_META
            elif index == "int":
                index = settings.MANTICORE_INDEX_INT
            else:
                message = "Index is not valid."
                message_class = "danger"
                return {
                    "message": message,
                    "class": message_class,
                }
    else:
        index = settings.MANTICORE_INDEX_MAIN

    # Create the search query
    if "query" in query_params:
        query = query_params["query"]
        search_query = construct_query(query, size, index)
        query_created = True

    if tags:
        # Get a blank search query
        if not query_created:
            search_query = construct_query(None, size, index, blank=True)
            query_created = True
        for tagname, tagvalue in tags.items():
            add_bool.append({tagname: tagvalue})

    required_any = ["query_full", "query", "tags"]
    if not any([field in query_params.keys() for field in required_any]):
        if not custom_query:
            print("EMPTY QUERY")
            message = "Empty query!"
            message_class = "warning"
            return {"message": message, "class": message_class}

    # Check for a source
    if "source" in query_params:
        source = query_params["source"]

        if source in settings.MANTICORE_SOURCES_RESTRICTED:
            if not request.user.has_perm("core.restricted_sources"):
                message = "Access denied"
                message_class = "danger"
                return {"message": message, "class": message_class}
        elif source not in settings.MANTICORE_MAIN_SOURCES:
            message = "Invalid source"
            message_class = "danger"
            return {"message": message, "class": message_class}

        if source == "all":
            source = None  # the next block will populate it

    if source:
        sources = [source]
    else:
        sources = settings.MANTICORE_MAIN_SOURCES
        if request.user.has_perm("core.restricted_sources"):
            for source_iter in settings.MANTICORE_SOURCES_RESTRICTED:
                sources.append(source_iter)

    add_top_tmp = {"bool": {"should": []}}
    for source_iter in sources:
        add_top_tmp["bool"]["should"].append({"match_phrase": {"src": source_iter}})
    add_top.append(add_top_tmp)


    # Date/time range
    if set({"from_date", "to_date", "from_time", "to_time"}).issubset(
        query_params.keys()
    ):
        from_ts = f"{query_params['from_date']}T{query_params['from_time']}Z"
        to_ts = f"{query_params['to_date']}T{query_params['to_time']}Z"
        range_query = {
            "range": {
                "ts": {
                    "gt": from_ts,
                    "lt": to_ts,
                }
            }
        }
        add_top.append(range_query)

    # Sorting
    if "sorting" in query_params:
        sorting = query_params["sorting"]
        if sorting not in ("asc", "desc", "none"):
            message = "Invalid sort"
            message_class = "danger"
            return {"message": message, "class": message_class}
        if sorting in ("asc", "desc"):
            sort = [
                {
                    "ts": {
                        "order": sorting,
                    }
                }
            ]

    # Sentiment handling
    if "check_sentiment" in query_params:
        if "sentiment_method" not in query_params:
            message = "No sentiment method"
            message_class = "danger"
            return {"message": message, "class": message_class}
        if "sentiment" in query_params:
            sentiment = query_params["sentiment"]
            try:
                sentiment = float(sentiment)
            except ValueError:
                message = "Sentiment is not a float"
                message_class = "danger"
                return {"message": message, "class": message_class}
        sentiment_method = query_params["sentiment_method"]
        range_query_compare = {"range": {"sentiment": {}}}
        range_query_precise = {
            "match": {
                "sentiment": None,
            }
        }
        if sentiment_method == "below":
            range_query_compare["range"]["sentiment"]["lt"] = sentiment
            add_top.append(range_query_compare)
        elif sentiment_method == "above":
            range_query_compare["range"]["sentiment"]["gt"] = sentiment
            add_top.append(range_query_compare)
        elif sentiment_method == "exact":
            range_query_precise["match"]["sentiment"] = sentiment
            add_top.append(range_query_precise)
        elif sentiment_method == "nonzero":
            range_query_precise["match"]["sentiment"] = 0
            add_top_negative.append(range_query_precise)

    if add_bool:
        # if "bool" not in search_query["query"]:
        #     search_query["query"]["bool"] = {}
        # if "must" not in search_query["query"]["bool"]:
        #     search_query["query"]["bool"] = {"must": []}

        for item in add_bool:
            search_query["query"]["bool"]["must"].append({"match": item})

    if add_top:
        for item in add_top:
            search_query["query"]["bool"]["must"].append(item)
    if add_top_negative:
        for item in add_top_negative:
            if "must_not" in search_query["query"]["bool"]:
                search_query["query"]["bool"]["must_not"].append(item)
            else:
                search_query["query"]["bool"]["must_not"] = [item]
    if sort:
        search_query["sort"] = sort


    print("RUNNING QUERY", search_query)
    results = run_query(
        client,
        request.user,  # passed through run_main_query to filter_blacklisted
        search_query,
    )
    if not results:
        return False
    #results = results.to_dict()
    results_parsed = parse_results(results)
    if annotate:
        annotate_results(results_parsed)
    if "dedup" in query_params:
        if query_params["dedup"] == "on":
            dedup = True
        else:
            dedup = False
    else:
        dedup = False

    if reverse:
        results_parsed = results_parsed[::-1]

    if dedup:
        if not dedup_fields:
            dedup_fields = ["msg", "nick", "ident", "host", "net", "channel"]
        results_parsed = dedup_list(results_parsed, dedup_fields)
    context = {
        "object_list": results_parsed,
        "card": results["hits"]["total"],
        "took": results["took"],
    }
    print("RETURN", context)
    return context