The JavaScript Database, for Node.js, nw.js, electron and the browser
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nedb/lib/model.js

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/**
* Handle models (i.e. docs)
* Serialization/deserialization
* Copying
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* Querying, update
*/
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const { uniq, isDate, isRegExp } = require('./utils.js')
const modifierFunctions = {}
const lastStepModifierFunctions = {}
const comparisonFunctions = {}
const logicalOperators = {}
const arrayComparisonFunctions = {}
/**
* Check a key, throw an error if the key is non valid
* @param {String} k key
* @param {Model} v value, needed to treat the Date edge case
* Non-treatable edge cases here: if part of the object if of the form { $$date: number } or { $$deleted: true }
* Its serialized-then-deserialized version it will transformed into a Date object
* But you really need to want it to trigger such behaviour, even when warned not to use '$' at the beginning of the field names...
*/
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const checkKey = (k, v) => {
if (typeof k === 'number') k = k.toString()
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if (
k[0] === '$' &&
!(k === '$$date' && typeof v === 'number') &&
!(k === '$$deleted' && v === true) &&
!(k === '$$indexCreated') &&
!(k === '$$indexRemoved')
) throw new Error('Field names cannot begin with the $ character')
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if (k.indexOf('.') !== -1) throw new Error('Field names cannot contain a .')
}
/**
* Check a DB object and throw an error if it's not valid
* Works by applying the above checkKey function to all fields recursively
*/
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const checkObject = obj => {
if (Array.isArray(obj)) {
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obj.forEach(o => {
checkObject(o)
})
}
if (typeof obj === 'object' && obj !== null) {
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for (const k in obj) {
if (Object.prototype.hasOwnProperty.call(obj, k)) {
checkKey(k, obj[k])
checkObject(obj[k])
}
}
}
}
/**
* Serialize an object to be persisted to a one-line string
* For serialization/deserialization, we use the native JSON parser and not eval or Function
* That gives us less freedom but data entered in the database may come from users
* so eval and the like are not safe
* Accepted primitive types: Number, String, Boolean, Date, null
* Accepted secondary types: Objects, Arrays
*/
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const serialize = obj => {
return JSON.stringify(obj, function (k, v) {
checkKey(k, v)
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if (v === undefined) return undefined
if (v === null) return null
// Hackish way of checking if object is Date (this way it works between execution contexts in node-webkit).
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// We can't use value directly because for dates it is already string in this function (date.toJSON was already called), so we use this
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if (typeof this[k].getTime === 'function') return { $$date: this[k].getTime() }
return v
})
}
/**
* From a one-line representation of an object generate by the serialize function
* Return the object itself
*/
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const deserialize = rawData => JSON.parse(rawData, function (k, v) {
if (k === '$$date') return new Date(v)
if (
typeof v === 'string' ||
typeof v === 'number' ||
typeof v === 'boolean' ||
v === null
) return v
if (v && v.$$date) return v.$$date
return v
})
/**
* Deep copy a DB object
* The optional strictKeys flag (defaulting to false) indicates whether to copy everything or only fields
* where the keys are valid, i.e. don't begin with $ and don't contain a .
*/
function deepCopy (obj, strictKeys) {
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if (
typeof obj === 'boolean' ||
typeof obj === 'number' ||
typeof obj === 'string' ||
obj === null ||
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(isDate(obj))
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) return obj
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if (Array.isArray(obj)) return obj.map(o => deepCopy(o, strictKeys))
if (typeof obj === 'object') {
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const res = {}
for (const k in obj) {
if (
Object.prototype.hasOwnProperty.call(obj, k) &&
(!strictKeys || (k[0] !== '$' && k.indexOf('.') === -1))
) {
res[k] = deepCopy(obj[k], strictKeys)
}
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}
return res
}
return undefined // For now everything else is undefined. We should probably throw an error instead
}
/**
* Tells if an object is a primitive type or a "real" object
* Arrays are considered primitive
*/
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const isPrimitiveType = obj => (
typeof obj === 'boolean' ||
typeof obj === 'number' ||
typeof obj === 'string' ||
obj === null ||
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isDate(obj) ||
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Array.isArray(obj)
)
/**
* Utility functions for comparing things
* Assumes type checking was already done (a and b already have the same type)
* compareNSB works for numbers, strings and booleans
*/
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const compareNSB = (a, b) => {
if (a < b) return -1
if (a > b) return 1
return 0
}
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const compareArrays = (a, b) => {
const minLength = Math.min(a.length, b.length)
for (let i = 0; i < minLength; i += 1) {
const comp = compareThings(a[i], b[i])
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if (comp !== 0) return comp
}
// Common section was identical, longest one wins
return compareNSB(a.length, b.length)
}
/**
* Compare { things U undefined }
* Things are defined as any native types (string, number, boolean, null, date) and objects
* We need to compare with undefined as it will be used in indexes
* In the case of objects and arrays, we deep-compare
* If two objects dont have the same type, the (arbitrary) type hierarchy is: undefined, null, number, strings, boolean, dates, arrays, objects
* Return -1 if a < b, 1 if a > b and 0 if a = b (note that equality here is NOT the same as defined in areThingsEqual!)
*
* @param {Function} _compareStrings String comparing function, returning -1, 0 or 1, overriding default string comparison (useful for languages with accented letters)
*/
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const compareThings = (a, b, _compareStrings) => {
const compareStrings = _compareStrings || compareNSB
// undefined
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if (a === undefined) return b === undefined ? 0 : -1
if (b === undefined) return 1 // no need to test if a === undefined
// null
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if (a === null) return b === null ? 0 : -1
if (b === null) return 1 // no need to test if a === null
// Numbers
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if (typeof a === 'number') return typeof b === 'number' ? compareNSB(a, b) : -1
if (typeof b === 'number') return typeof a === 'number' ? compareNSB(a, b) : 1
// Strings
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if (typeof a === 'string') return typeof b === 'string' ? compareStrings(a, b) : -1
if (typeof b === 'string') return typeof a === 'string' ? compareStrings(a, b) : 1
// Booleans
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if (typeof a === 'boolean') return typeof b === 'boolean' ? compareNSB(a, b) : -1
if (typeof b === 'boolean') return typeof a === 'boolean' ? compareNSB(a, b) : 1
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// Dates
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if (isDate(a)) return isDate(b) ? compareNSB(a.getTime(), b.getTime()) : -1
if (isDate(b)) return isDate(a) ? compareNSB(a.getTime(), b.getTime()) : 1
// Arrays (first element is most significant and so on)
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if (Array.isArray(a)) return Array.isArray(b) ? compareArrays(a, b) : -1
if (Array.isArray(b)) return Array.isArray(a) ? compareArrays(a, b) : 1
// Objects
const aKeys = Object.keys(a).sort()
const bKeys = Object.keys(b).sort()
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for (let i = 0; i < Math.min(aKeys.length, bKeys.length); i += 1) {
const comp = compareThings(a[aKeys[i]], b[bKeys[i]])
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if (comp !== 0) return comp
}
return compareNSB(aKeys.length, bKeys.length)
}
// ==============================================================
// Updating documents
// ==============================================================
/**
* The signature of modifier functions is as follows
* Their structure is always the same: recursively follow the dot notation while creating
* the nested documents if needed, then apply the "last step modifier"
* @param {Object} obj The model to modify
* @param {String} field Can contain dots, in that case that means we will set a subfield recursively
* @param {Model} value
*/
/**
* Set a field to a new value
*/
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lastStepModifierFunctions.$set = (obj, field, value) => {
obj[field] = value
}
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/**
* Unset a field
*/
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lastStepModifierFunctions.$unset = (obj, field, value) => {
delete obj[field]
}
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/**
* Push an element to the end of an array field
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* Optional modifier $each instead of value to push several values
* Optional modifier $slice to slice the resulting array, see https://docs.mongodb.org/manual/reference/operator/update/slice/
* Différeence with MongoDB: if $slice is specified and not $each, we act as if value is an empty array
*/
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lastStepModifierFunctions.$push = (obj, field, value) => {
// Create the array if it doesn't exist
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if (!Object.prototype.hasOwnProperty.call(obj, field)) obj[field] = []
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if (!Array.isArray(obj[field])) throw new Error('Can\'t $push an element on non-array values')
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if (
value !== null &&
typeof value === 'object' &&
value.$slice &&
value.$each === undefined
) value.$each = []
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if (value !== null && typeof value === 'object' && value.$each) {
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if (
Object.keys(value).length >= 3 ||
(Object.keys(value).length === 2 && value.$slice === undefined)
) throw new Error('Can only use $slice in cunjunction with $each when $push to array')
if (!Array.isArray(value.$each)) throw new Error('$each requires an array value')
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value.$each.forEach(v => {
obj[field].push(v)
})
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if (value.$slice === undefined || typeof value.$slice !== 'number') return
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if (value.$slice === 0) obj[field] = []
else {
let start
let end
const n = obj[field].length
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if (value.$slice < 0) {
start = Math.max(0, n + value.$slice)
end = n
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} else if (value.$slice > 0) {
start = 0
end = Math.min(n, value.$slice)
}
obj[field] = obj[field].slice(start, end)
}
} else {
obj[field].push(value)
}
}
/**
* Add an element to an array field only if it is not already in it
* No modification if the element is already in the array
* Note that it doesn't check whether the original array contains duplicates
*/
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lastStepModifierFunctions.$addToSet = (obj, field, value) => {
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// Create the array if it doesn't exist
if (!Object.prototype.hasOwnProperty.call(obj, field)) { obj[field] = [] }
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if (!Array.isArray(obj[field])) throw new Error('Can\'t $addToSet an element on non-array values')
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if (value !== null && typeof value === 'object' && value.$each) {
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if (Object.keys(value).length > 1) throw new Error('Can\'t use another field in conjunction with $each')
if (!Array.isArray(value.$each)) throw new Error('$each requires an array value')
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value.$each.forEach(v => {
lastStepModifierFunctions.$addToSet(obj, field, v)
})
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} else {
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let addToSet = true
obj[field].forEach(v => {
if (compareThings(v, value) === 0) addToSet = false
})
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if (addToSet) obj[field].push(value)
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}
}
/**
* Remove the first or last element of an array
*/
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lastStepModifierFunctions.$pop = (obj, field, value) => {
if (!Array.isArray(obj[field])) throw new Error('Can\'t $pop an element from non-array values')
if (typeof value !== 'number') throw new Error(`${value} isn't an integer, can't use it with $pop`)
if (value === 0) return
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if (value > 0) obj[field] = obj[field].slice(0, obj[field].length - 1)
else obj[field] = obj[field].slice(1)
}
/**
* Removes all instances of a value from an existing array
*/
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lastStepModifierFunctions.$pull = (obj, field, value) => {
if (!Array.isArray(obj[field])) throw new Error('Can\'t $pull an element from non-array values')
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const arr = obj[field]
for (let i = arr.length - 1; i >= 0; i -= 1) {
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if (match(arr[i], value)) arr.splice(i, 1)
}
}
/**
* Increment a numeric field's value
*/
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lastStepModifierFunctions.$inc = (obj, field, value) => {
if (typeof value !== 'number') throw new Error(`${value} must be a number`)
if (typeof obj[field] !== 'number') {
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if (!Object.prototype.hasOwnProperty.call(obj, field)) obj[field] = value
else throw new Error('Don\'t use the $inc modifier on non-number fields')
} else obj[field] += value
}
/**
* Updates the value of the field, only if specified field is greater than the current value of the field
*/
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lastStepModifierFunctions.$max = (obj, field, value) => {
if (typeof obj[field] === 'undefined') obj[field] = value
else if (value > obj[field]) obj[field] = value
}
/**
* Updates the value of the field, only if specified field is smaller than the current value of the field
*/
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lastStepModifierFunctions.$min = (obj, field, value) => {
if (typeof obj[field] === 'undefined') obj[field] = value
else if (value < obj[field]) obj[field] = value
}
// Given its name, create the complete modifier function
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const createModifierFunction = modifier => (obj, field, value) => {
const fieldParts = typeof field === 'string' ? field.split('.') : field
if (fieldParts.length === 1) lastStepModifierFunctions[modifier](obj, field, value)
else {
if (obj[fieldParts[0]] === undefined) {
if (modifier === '$unset') return // Bad looking specific fix, needs to be generalized modifiers that behave like $unset are implemented
obj[fieldParts[0]] = {}
}
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modifierFunctions[modifier](obj[fieldParts[0]], fieldParts.slice(1), value)
}
}
// Actually create all modifier functions
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Object.keys(lastStepModifierFunctions).forEach(modifier => {
modifierFunctions[modifier] = createModifierFunction(modifier)
})
/**
* Modify a DB object according to an update query
*/
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const modify = (obj, updateQuery) => {
const keys = Object.keys(updateQuery)
const firstChars = keys.map(item => item[0])
const dollarFirstChars = firstChars.filter(c => c === '$')
let newDoc
let modifiers
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if (keys.indexOf('_id') !== -1 && updateQuery._id !== obj._id) throw new Error('You cannot change a document\'s _id')
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if (dollarFirstChars.length !== 0 && dollarFirstChars.length !== firstChars.length) throw new Error('You cannot mix modifiers and normal fields')
if (dollarFirstChars.length === 0) {
// Simply replace the object with the update query contents
newDoc = deepCopy(updateQuery)
newDoc._id = obj._id
} else {
// Apply modifiers
modifiers = uniq(keys)
newDoc = deepCopy(obj)
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modifiers.forEach(m => {
if (!modifierFunctions[m]) throw new Error(`Unknown modifier ${m}`)
// Can't rely on Object.keys throwing on non objects since ES6
// Not 100% satisfying as non objects can be interpreted as objects but no false negatives so we can live with it
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if (typeof updateQuery[m] !== 'object') throw new Error(`Modifier ${m}'s argument must be an object`)
const keys = Object.keys(updateQuery[m])
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keys.forEach(k => {
modifierFunctions[m](newDoc, k, updateQuery[m][k])
})
})
}
// Check result is valid and return it
checkObject(newDoc)
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if (obj._id !== newDoc._id) throw new Error('You can\'t change a document\'s _id')
return newDoc
}
// ==============================================================
// Finding documents
// ==============================================================
/**
* Get a value from object with dot notation
* @param {Object} obj
* @param {String} field
*/
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const getDotValue = (obj, field) => {
const fieldParts = typeof field === 'string' ? field.split('.') : field
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if (!obj) return undefined // field cannot be empty so that means we should return undefined so that nothing can match
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if (fieldParts.length === 0) return obj
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if (fieldParts.length === 1) return obj[fieldParts[0]]
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if (Array.isArray(obj[fieldParts[0]])) {
// If the next field is an integer, return only this item of the array
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const i = parseInt(fieldParts[1], 10)
if (typeof i === 'number' && !isNaN(i)) return getDotValue(obj[fieldParts[0]][i], fieldParts.slice(2))
// Return the array of values
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return obj[fieldParts[0]].map(el => getDotValue(el, fieldParts.slice(1)))
} else return getDotValue(obj[fieldParts[0]], fieldParts.slice(1))
}
/**
* Check whether 'things' are equal
* Things are defined as any native types (string, number, boolean, null, date) and objects
* In the case of object, we check deep equality
* Returns true if they are, false otherwise
*/
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const areThingsEqual = (a, b) => {
// Strings, booleans, numbers, null
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if (
a === null ||
typeof a === 'string' ||
typeof a === 'boolean' ||
typeof a === 'number' ||
b === null ||
typeof b === 'string' ||
typeof b === 'boolean' ||
typeof b === 'number'
) return a === b
// Dates
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if (isDate(a) || isDate(b)) return isDate(a) && isDate(b) && a.getTime() === b.getTime()
// Arrays (no match since arrays are used as a $in)
// undefined (no match since they mean field doesn't exist and can't be serialized)
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if (
(!(Array.isArray(a) && Array.isArray(b)) && (Array.isArray(a) || Array.isArray(b))) ||
a === undefined || b === undefined
) return false
// General objects (check for deep equality)
// a and b should be objects at this point
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let aKeys
let bKeys
try {
aKeys = Object.keys(a)
bKeys = Object.keys(b)
} catch (e) {
return false
}
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if (aKeys.length !== bKeys.length) return false
for (const el of aKeys) {
if (bKeys.indexOf(el) === -1) return false
if (!areThingsEqual(a[el], b[el])) return false
}
return true
}
/**
* Check that two values are comparable
*/
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const areComparable = (a, b) => {
if (
typeof a !== 'string' &&
typeof a !== 'number' &&
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!isDate(a) &&
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typeof b !== 'string' &&
typeof b !== 'number' &&
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!isDate(b)
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) return false
if (typeof a !== typeof b) return false
return true
}
/**
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* Arithmetic and comparison operators
* @param {Native value} a Value in the object
* @param {Native value} b Value in the query
*/
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comparisonFunctions.$lt = (a, b) => areComparable(a, b) && a < b
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comparisonFunctions.$lte = (a, b) => areComparable(a, b) && a <= b
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comparisonFunctions.$gt = (a, b) => areComparable(a, b) && a > b
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comparisonFunctions.$gte = (a, b) => areComparable(a, b) && a >= b
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comparisonFunctions.$ne = (a, b) => a === undefined || !areThingsEqual(a, b)
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comparisonFunctions.$in = (a, b) => {
if (!Array.isArray(b)) throw new Error('$in operator called with a non-array')
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for (const el of b) {
if (areThingsEqual(a, el)) return true
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}
return false
}
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comparisonFunctions.$nin = (a, b) => {
if (!Array.isArray(b)) throw new Error('$nin operator called with a non-array')
return !comparisonFunctions.$in(a, b)
}
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comparisonFunctions.$regex = (a, b) => {
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if (!isRegExp(b)) throw new Error('$regex operator called with non regular expression')
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if (typeof a !== 'string') return false
else return b.test(a)
}
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comparisonFunctions.$exists = (value, exists) => {
// This will be true for all values of stat except false, null, undefined and 0
// That's strange behaviour (we should only use true/false) but that's the way Mongo does it...
if (exists || exists === '') exists = true
else exists = false
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if (value === undefined) return !exists
else return exists
}
// Specific to arrays
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comparisonFunctions.$size = (obj, value) => {
if (!Array.isArray(obj)) return false
if (value % 1 !== 0) throw new Error('$size operator called without an integer')
return obj.length === value
}
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comparisonFunctions.$elemMatch = (obj, value) => {
if (!Array.isArray(obj)) return false
return obj.some(el => match(el, value))
}
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arrayComparisonFunctions.$size = true
arrayComparisonFunctions.$elemMatch = true
/**
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* Match any of the subqueries
* @param {Model} obj
* @param {Array of Queries} query
*/
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logicalOperators.$or = (obj, query) => {
if (!Array.isArray(query)) throw new Error('$or operator used without an array')
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for (let i = 0; i < query.length; i += 1) {
if (match(obj, query[i])) return true
}
return false
}
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/**
* Match all of the subqueries
* @param {Model} obj
* @param {Array of Queries} query
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*/
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logicalOperators.$and = (obj, query) => {
if (!Array.isArray(query)) throw new Error('$and operator used without an array')
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for (let i = 0; i < query.length; i += 1) {
if (!match(obj, query[i])) return false
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}
return true
}
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/**
* Inverted match of the query
* @param {Model} obj
* @param {Query} query
*/
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logicalOperators.$not = (obj, query) => !match(obj, query)
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/**
* Use a function to match
* @param {Model} obj
* @param {Query} query
*/
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logicalOperators.$where = (obj, fn) => {
if (typeof fn !== 'function') throw new Error('$where operator used without a function')
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const result = fn.call(obj)
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if (typeof result !== 'boolean') throw new Error('$where function must return boolean')
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return result
}
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/**
* Tell if a given document matches a query
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* @param {Object} obj Document to check
* @param {Object} query
*/
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const match = (obj, query) => {
// Primitive query against a primitive type
// This is a bit of a hack since we construct an object with an arbitrary key only to dereference it later
// But I don't have time for a cleaner implementation now
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if (isPrimitiveType(obj) || isPrimitiveType(query)) return matchQueryPart({ needAKey: obj }, 'needAKey', query)
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// Normal query
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for (const queryKey in query) {
if (Object.prototype.hasOwnProperty.call(query, queryKey)) {
const queryValue = query[queryKey]
if (queryKey[0] === '$') {
if (!logicalOperators[queryKey]) throw new Error(`Unknown logical operator ${queryKey}`)
if (!logicalOperators[queryKey](obj, queryValue)) return false
} else if (!matchQueryPart(obj, queryKey, queryValue)) return false
}
}
return true
}
/**
* Match an object against a specific { key: value } part of a query
* if the treatObjAsValue flag is set, don't try to match every part separately, but the array as a whole
*/
function matchQueryPart (obj, queryKey, queryValue, treatObjAsValue) {
const objValue = getDotValue(obj, queryKey)
// Check if the value is an array if we don't force a treatment as value
if (Array.isArray(objValue) && !treatObjAsValue) {
// If the queryValue is an array, try to perform an exact match
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if (Array.isArray(queryValue)) return matchQueryPart(obj, queryKey, queryValue, true)
// Check if we are using an array-specific comparison function
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if (queryValue !== null && typeof queryValue === 'object' && !isRegExp(queryValue)) {
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for (const key in queryValue) {
if (Object.prototype.hasOwnProperty.call(queryValue, key) && arrayComparisonFunctions[key]) { return matchQueryPart(obj, queryKey, queryValue, true) }
}
}
// If not, treat it as an array of { obj, query } where there needs to be at least one match
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for (const el of objValue) {
if (matchQueryPart({ k: el }, 'k', queryValue)) return true // k here could be any string
}
return false
}
// queryValue is an actual object. Determine whether it contains comparison operators
// or only normal fields. Mixed objects are not allowed
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if (queryValue !== null && typeof queryValue === 'object' && !isRegExp(queryValue) && !Array.isArray(queryValue)) {
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const keys = Object.keys(queryValue)
const firstChars = keys.map(item => item[0])
const dollarFirstChars = firstChars.filter(c => c === '$')
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if (dollarFirstChars.length !== 0 && dollarFirstChars.length !== firstChars.length) throw new Error('You cannot mix operators and normal fields')
// queryValue is an object of this form: { $comparisonOperator1: value1, ... }
if (dollarFirstChars.length > 0) {
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for (const key of keys) {
if (!comparisonFunctions[key]) throw new Error(`Unknown comparison function ${key}`)
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if (!comparisonFunctions[key](objValue, queryValue[key])) return false
}
return true
}
}
// Using regular expressions with basic querying
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if (isRegExp(queryValue)) return comparisonFunctions.$regex(objValue, queryValue)
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// queryValue is either a native value or a normal object
// Basic matching is possible
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return areThingsEqual(objValue, queryValue)
}
// Interface
module.exports.serialize = serialize
module.exports.deserialize = deserialize
module.exports.deepCopy = deepCopy
module.exports.checkObject = checkObject
module.exports.isPrimitiveType = isPrimitiveType
module.exports.modify = modify
module.exports.getDotValue = getDotValue
module.exports.match = match
module.exports.areThingsEqual = areThingsEqual
module.exports.compareThings = compareThings