"""
    Parameters for Analysis Modules and charts.
    Naming principles:
        Classes - XxxParam
            These are for specific groups of parameters, with their own validation and/or defaults,
            but still have to be named.
            Defined in their own separate modules.
        Constants - ParamXxx
            These are "ready to use" full named parameters.
            Defined below.
        Chart Constants - XXX_XXX
            Just convenience for defining charts, likely going away, when chart definitions move into database.
"""
from .multiparam import MultiParam
from .param import Param
from .sort_by import SortByParam

__all__ = [
    "MultiParam",
    "Param",
    "SortByParam",
    "ParamSchema",
    "ParamBrackets",
    "ParamBracketsApplyTo",
    "BRACKETS_AGE",
    "BRACKETS_RECENCY",
    "BRACKETS_ITEM_COUNT",
    "MAP_DATA_ITEM",
    "MAP_DATA_GROUP",
    "MAP_DATA_DAY",
    "SORTED_MONTHS",
    "SORTED_SUPERFAN_LEVELS",
]

ParamSchema = Param("schema", configurable=False)
ParamBrackets = Param("brackets", list, required=False)
ParamBracketsApplyTo = Param("brackets_apply_to", int, required=False, values=[1, 2])

# Notice we have special handling for 9999 in analytics modules, for better display
BRACKETS_AGE = [(0, 17), (18, 24), (25, 34), (35, 44), (45, 54), (55, 64), (65, 9999)]
BRACKETS_RECENCY = [(0, 1), (2, 3), (4, 5), (6, 12), (13, 21), (22, 30), (31, 9999)]
BRACKETS_ITEM_COUNT = [(0, 1), (2, 3), (4, 9999)]
MAP_DATA_ITEM = {"id": "label", "label": "label", "value": "value"}
MAP_DATA_GROUP = {"id": "group", "group": "group"}
MAP_DATA_DAY = {"id": "label", "day": "label", "value": "value"}

SORTED_MONTHS = [
    "January",
    "February",
    "March",
    "April",
    "May",
    "June",
    "July",
    "August",
    "September",
    "October",
    "November",
    "December",
]

SORTED_SUPERFAN_LEVELS = [
    "Most Intense Superfans",
    "Superfans: Strong Engagement",
    "Superfans: Moderate Engagement",
    "Superfans: Low Engagement",
    "Superfans: Weak Engagement",
]

SUPERFAN_MODEL_ATTRIBUTE_LABELS = {
    "superfan_fanclub_member": "Are in the Fan Club, %",
    "superfan_vip_status": "Have VIP status, %",
    "superfan_marketing_optin": "Have Marketing Opt-in, %",
    "superfan_presave_status": "Have Presave Status, %",
    "superfan_paid_status": "Have Paid Status, %",
    "enrPurchaseQuantity": "Items purchased, on average",
    "userTracksPlayed": "Tracks played, on average",
    "profile_followers": "Profile followers, on average",
    "superfan_media_follows_count": "Media follows count, on average",
    "superfan_unique_newsletter_signups": "Newsletter signups, on average",
}

RFM_MODEL_ATTRIBUTE_LABELS = {
    "enrTransactionRecency": "Average Recency, days since last transaction",
    "enrTransactionFrequency": "Average Frequency, # of items purchased",
    "enrTransactionMonetary": "Average Monetary value, $",
}