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/* This Source Code Form is subject to the terms of the Mozilla Public
* License, v. 2.0. If a copy of the MPL was not distributed with this
export const FORMAT_ENUM = {
SMALL: 0,
MEDIUM: 1,
LARGE: 2,
};
export const FORMAT = {
"small-card": FORMAT_ENUM.SMALL,
"medium-card": FORMAT_ENUM.MEDIUM,
"large-card": FORMAT_ENUM.LARGE,
};
/**
* We are exploring two options for interest vectors
*/
export const MODEL_TYPE = {
// Returns clicks and impressions as separate dictionaries
CLICK_IMP_PAIR: "click_impression_pair",
// Returns a single clicks dictionary, along with the total number of clicks
CLICKS: "clicks",
CTR: "ctr",
};
export const CLICK_FEATURE = "click";
export const AggregateResultKeys = {
POSITION: "position",
FEATURE: "feature",
VALUE: "feature_value",
SECTION_POSITION: "section_position",
FORMAT_ENUM: "card_format_enum",
};
// Clicks feature is handled in certain ways by the model
export const SPECIAL_FEATURE_CLICK = "clicks";
export const DEFAULT_INFERRED_MODEL_DATA = {
model_type: MODEL_TYPE.CLICKS,
rescale: true,
day_time_weighting: {
days: [3, 14, 45],
relative_weight: [1, 1, 1],
},
interest_vector: {
parenting: {
features: { parenting: 1 },
thresholds: [0.3, 0.4],
diff_p: 0.75,
diff_q: 0.25,
},
arts: {
features: { arts: 1 },
thresholds: [0.3, 0.4],
diff_p: 0.75,
diff_q: 0.25,
},
health: {
features: { arts: 1 },
thresholds: [0.3, 0.4],
diff_p: 0.75,
diff_q: 0.25,
},
sports: {
features: { sports: 1 },
thresholds: [0.3, 0.4],
diff_p: 0.75,
diff_q: 0.25,
},
society: {
features: { society: 1 },
thresholds: [0.3, 0.4],
diff_p: 0.75,
diff_q: 0.25,
},
education: {
features: { education: 1 },
thresholds: [0.3, 0.4],
diff_p: 0.75,
diff_q: 0.25,
},
government: {
features: { government: 1 },
thresholds: [0.3, 0.4],
diff_p: 0.75,
diff_q: 0.25,
},
[SPECIAL_FEATURE_CLICK]: {
features: { click: 1 },
thresholds: [2, 8, 40],
diff_p: 0.9,
diff_q: 0.1,
},
},
};
export const DEFAULT_INFERRED_MODEL = {
model_id: "default",
model_data: DEFAULT_INFERRED_MODEL_DATA,
};