210 lines
2.3 KiB
JavaScript
210 lines
2.3 KiB
JavaScript
const config = require('../../config');
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const providers = config.providers;
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const crypto = require('crypto');
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const bcrypt = require('bcrypt');
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const moment = require('moment');
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module.exports = function(sequelize, DataTypes) {
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const ml_models = sequelize.define(
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'ml_models',
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{
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id: {
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type: DataTypes.UUID,
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defaultValue: DataTypes.UUIDV4,
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primaryKey: true,
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},
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name: {
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type: DataTypes.TEXT,
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},
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model_family: {
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type: DataTypes.ENUM,
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values: [
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"phishing_nlp",
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"url_classifier",
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"malware_static",
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"malware_behavior",
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"ensemble"
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],
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},
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framework: {
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type: DataTypes.ENUM,
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values: [
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"tensorflow",
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"pytorch",
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"scikit_learn",
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"onnx"
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],
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},
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task_description: {
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type: DataTypes.TEXT,
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},
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storage_uri: {
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type: DataTypes.TEXT,
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},
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checksum: {
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type: DataTypes.TEXT,
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},
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supports_local_inference: {
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type: DataTypes.BOOLEAN,
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allowNull: false,
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defaultValue: false,
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},
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lifecycle_stage: {
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type: DataTypes.ENUM,
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values: [
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"development",
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"staging",
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"production",
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"deprecated"
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],
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},
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released_at: {
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type: DataTypes.DATE,
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},
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importHash: {
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type: DataTypes.STRING(255),
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allowNull: true,
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unique: true,
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},
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},
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{
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timestamps: true,
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paranoid: true,
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freezeTableName: true,
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},
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);
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ml_models.associate = (db) => {
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/// loop through entities and it's fields, and if ref === current e[name] and create relation has many on parent entity
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db.ml_models.hasMany(db.model_versions, {
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as: 'model_versions_model',
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foreignKey: {
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name: 'modelId',
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},
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constraints: false,
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});
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//end loop
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db.ml_models.belongsTo(db.organizations, {
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as: 'organizations',
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foreignKey: {
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name: 'organizationsId',
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},
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constraints: false,
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});
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db.ml_models.belongsTo(db.users, {
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as: 'createdBy',
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});
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db.ml_models.belongsTo(db.users, {
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as: 'updatedBy',
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});
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};
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return ml_models;
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};
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