Files
speckle-server/packages/server/modules/core/services/objects.js
T
2023-07-28 17:55:24 +02:00

629 lines
20 KiB
JavaScript

'use strict'
const { performance } = require('perf_hooks')
const crypto = require('crypto')
const { set, get, chunk } = require('lodash')
const knex = require(`@/db/knex`)
const { servicesLogger } = require('@/logging/logging')
const { getMaximumObjectSizeMB } = require('@/modules/shared/helpers/envHelper')
const { ObjectHandlingError } = require('@/modules/core/errors/object')
const {
chunkInsertionObjectArray,
estimateStringMegabyteSize
} = require('@/modules/core/utils/chunking')
const Objects = () => knex('objects')
const Closures = () => knex('object_children_closure')
module.exports = {
/**
* @returns {Promise<string>}
*/
async createObject(streamId, object) {
const insertionObject = prepInsertionObject(streamId, object)
const closures = []
const totalChildrenCountByDepth = {}
if (object.__closure !== null) {
for (const prop in object.__closure) {
closures.push({
streamId,
parent: insertionObject.id,
child: prop,
minDepth: object.__closure[prop]
})
if (totalChildrenCountByDepth[object.__closure[prop].toString()])
totalChildrenCountByDepth[object.__closure[prop].toString()]++
else totalChildrenCountByDepth[object.__closure[prop].toString()] = 1
}
}
delete insertionObject.__tree
delete insertionObject.__closure
insertionObject.totalChildrenCount = closures.length
insertionObject.totalChildrenCountByDepth = JSON.stringify(
totalChildrenCountByDepth
)
await Objects().insert(insertionObject).onConflict().ignore()
if (closures.length > 0) {
await Closures().insert(closures).onConflict().ignore()
}
return insertionObject.id
},
async createObjectsBatched(streamId, objects) {
const closures = []
const objsToInsert = []
const ids = []
// Prep objects up
objects.forEach((obj) => {
const insertionObject = prepInsertionObject(streamId, obj)
let totalChildrenCountGlobal = 0
const totalChildrenCountByDepth = {}
if (obj.__closure !== null) {
for (const prop in obj.__closure) {
closures.push({
streamId,
parent: insertionObject.id,
child: prop,
minDepth: obj.__closure[prop]
})
totalChildrenCountGlobal++
if (totalChildrenCountByDepth[obj.__closure[prop].toString()])
totalChildrenCountByDepth[obj.__closure[prop].toString()]++
else totalChildrenCountByDepth[obj.__closure[prop].toString()] = 1
}
}
insertionObject.totalChildrenCount = totalChildrenCountGlobal
insertionObject.totalChildrenCountByDepth = JSON.stringify(
totalChildrenCountByDepth
)
delete insertionObject.__tree
delete insertionObject.__closure
objsToInsert.push(insertionObject)
ids.push(insertionObject.id)
})
const closureBatchSize = 1000
const objectsBatchSize = 500
// step 1: insert objects
if (objsToInsert.length > 0) {
// const batches = chunk(objsToInsert, objectsBatchSize)
const batches = chunkInsertionObjectArray({
objects: objsToInsert,
chunkLengthLimit: objectsBatchSize,
chunkSizeLimitMb: 2
})
for (const batch of batches) {
prepInsertionObjectBatch(batch)
await Objects().insert(batch).onConflict().ignore()
servicesLogger.info(`Inserted ${batch.length} objects`)
}
}
// step 2: insert closures
if (closures.length > 0) {
const batches = chunk(closures, closureBatchSize)
for (const batch of batches) {
prepInsertionClosureBatch(batch)
await Closures().insert(batch).onConflict().ignore()
servicesLogger.info(`Inserted ${batch.length} closures`)
}
}
return true
},
async createObjects(streamId, objects) {
// TODO: Switch to knex batch inserting functionality
// see http://knexjs.org/#Utility-BatchInsert
const batches = []
const maxBatchSize = process.env.MAX_BATCH_SIZE || 250
objects = [...objects]
if (objects.length > maxBatchSize) {
while (objects.length > 0) batches.push(objects.splice(0, maxBatchSize))
} else {
batches.push(objects)
}
const ids = []
const insertBatch = async (batch, index) => {
const closures = []
const objsToInsert = []
const t0 = performance.now()
batch.forEach((obj) => {
if (!obj) return
const insertionObject = prepInsertionObject(streamId, obj)
const totalChildrenCountByDepth = {}
let totalChildrenCountGlobal = 0
if (obj.__closure !== null) {
for (const prop in obj.__closure) {
closures.push({
streamId,
parent: insertionObject.id,
child: prop,
minDepth: obj.__closure[prop]
})
totalChildrenCountGlobal++
if (totalChildrenCountByDepth[obj.__closure[prop].toString()])
totalChildrenCountByDepth[obj.__closure[prop].toString()]++
else totalChildrenCountByDepth[obj.__closure[prop].toString()] = 1
}
}
insertionObject.totalChildrenCount = totalChildrenCountGlobal
insertionObject.totalChildrenCountByDepth = JSON.stringify(
totalChildrenCountByDepth
)
delete insertionObject.__tree
delete insertionObject.__closure
objsToInsert.push(insertionObject)
ids.push(insertionObject.id)
})
if (objsToInsert.length > 0) {
await Objects().insert(objsToInsert).onConflict().ignore()
}
if (closures.length > 0) {
await Closures().insert(closures).onConflict().ignore()
}
const t1 = performance.now()
servicesLogger.info(
`Batch ${index + 1}/${batches.length}: Stored ${
closures.length + objsToInsert.length
} objects in ${t1 - t0}ms.`
)
// logger.debug( `Batch ${index + 1}/${batches.length}: Stored ${closures.length + objsToInsert.length} objects in ${t1-t0}ms.` )
}
const promises = batches.map((batch, index) => insertBatch(batch, index))
await Promise.all(promises)
return ids
},
async getObject({ streamId, objectId }) {
const res = await Objects().where({ streamId, id: objectId }).select('*').first()
if (!res) return null
res.data.totalChildrenCount = res.totalChildrenCount // move this back
delete res.streamId // backwards compatibility
return res
},
async getObjectChildrenStream({ streamId, objectId }) {
const q = Closures()
q.select('id')
q.select(knex.raw('data::text as "dataText"'))
q.rightJoin('objects', function () {
this.on('objects.streamId', '=', 'object_children_closure.streamId').andOn(
'objects.id',
'=',
'object_children_closure.child'
)
})
.where(
knex.raw('object_children_closure."streamId" = ? AND parent = ?', [
streamId,
objectId
])
)
.orderBy('objects.id')
return q.stream({ highWaterMark: 500 })
},
async getObjectChildren({ streamId, objectId, limit, depth, select, cursor }) {
limit = parseInt(limit) || 50
depth = parseInt(depth) || 1000
let fullObjectSelect = false
const q = Closures()
q.select('id')
q.select('createdAt')
q.select('speckleType')
q.select('totalChildrenCount')
if (Array.isArray(select)) {
select.forEach((field, index) => {
q.select(
knex.raw('jsonb_path_query(data, :path) as :name:', {
path: '$.' + field,
name: '' + index
})
)
})
} else {
fullObjectSelect = true
q.select('data')
}
q.rightJoin('objects', function () {
this.on('objects.streamId', '=', 'object_children_closure.streamId').andOn(
'objects.id',
'=',
'object_children_closure.child'
)
})
.where(
knex.raw('object_children_closure."streamId" = ? AND parent = ?', [
streamId,
objectId
])
)
.andWhere(knex.raw('"minDepth" < ?', [depth]))
.andWhere(knex.raw('id > ?', [cursor ? cursor : '0']))
.orderBy('objects.id')
.limit(limit)
const rows = await q
if (rows.length === 0) {
return { objects: rows, cursor: null }
}
if (!fullObjectSelect)
rows.forEach((o, i, arr) => {
const no = {
id: o.id,
createdAt: o.createdAt,
speckleType: o.speckleType,
totalChildrenCount: o.totalChildrenCount,
data: {}
}
let k = 0
for (const field of select) {
set(no.data, field, o[k++])
}
arr[i] = no
})
const lastId = rows[rows.length - 1].id
return { objects: rows, cursor: lastId }
},
// This query is inefficient on larger sets (n * 10k objects) as we need to return the total count on an arbitrarily (user) defined selection of objects.
// A possible future optimisation route would be to cache the total count of a query (as objects are immutable, it will not change) on a first run, and, if found on a subsequent round, do a simpler query and merge the total count result.
async getObjectChildrenQuery({
streamId,
objectId,
limit,
depth,
select,
cursor,
query,
orderBy
}) {
limit = parseInt(limit) || 50
depth = parseInt(depth) || 1000
orderBy = orderBy || { field: 'id', direction: 'asc' }
// Cursors received by this service should be base64 encoded. They are generated on first entry query by this service; They should never be client-side generated.
if (cursor) {
cursor = JSON.parse(Buffer.from(cursor, 'base64').toString('binary'))
}
// Flag that keeps track of whether we select the whole "data" part of an object or not
let fullObjectSelect = false
if (Array.isArray(select)) {
// if we order by a field that we do not select, select it!
if (orderBy && select.indexOf(orderBy.field) === -1) {
select.push(orderBy.field)
}
// // always add the id!
// if ( select.indexOf( 'id' ) === -1 ) select.unshift( 'id' )
} else {
fullObjectSelect = true
}
const additionalIdOrderBy = orderBy.field !== 'id'
const operatorsWhitelist = ['=', '>', '>=', '<', '<=', '!=']
const mainQuery = knex
.with('objs', (cteInnerQuery) => {
// always select the id
cteInnerQuery.select('id').from('object_children_closure')
cteInnerQuery.select('createdAt')
cteInnerQuery.select('speckleType')
cteInnerQuery.select('totalChildrenCount')
// if there are any select fields, add them
if (Array.isArray(select)) {
select.forEach((field, index) => {
cteInnerQuery.select(
knex.raw('jsonb_path_query(data, :path) as :name:', {
path: '$.' + field,
name: '' + index
})
)
})
// otherwise, get the whole object, as stored in the jsonb column
} else {
cteInnerQuery.select('data')
}
// join on objects table
cteInnerQuery
.join('objects', function () {
this.on('objects.streamId', '=', 'object_children_closure.streamId').andOn(
'objects.id',
'=',
'object_children_closure.child'
)
})
.where('object_children_closure.streamId', streamId)
.andWhere('parent', objectId)
.andWhere('minDepth', '<', depth)
// Add user provided filters/queries.
if (Array.isArray(query) && query.length > 0) {
cteInnerQuery.andWhere((nestedWhereQuery) => {
query.forEach((statement, index) => {
let castType = 'text'
if (typeof statement.value === 'string') castType = 'text'
if (typeof statement.value === 'boolean') castType = 'boolean'
if (typeof statement.value === 'number') castType = 'numeric'
if (operatorsWhitelist.indexOf(statement.operator) === -1)
throw new Error('Invalid operator for query')
// Determine the correct where clause (where, and where, or where)
let whereClause
if (index === 0) whereClause = 'where'
else if (statement.verb && statement.verb.toLowerCase() === 'or')
whereClause = 'orWhere'
else whereClause = 'andWhere'
// Note: castType is generated from the statement's value and operators are matched against a whitelist.
// If comparing with strings, the jsonb_path_query(_first) func returns json encoded strings (ie, `bar` is actually `"bar"`), hence we need to add the quotes manually to the raw provided comparison value.
nestedWhereQuery[whereClause](
knex.raw(
`jsonb_path_query_first( data, ? )::${castType} ${statement.operator} ? `,
[
'$.' + statement.field,
castType === 'text' ? `"${statement.value}"` : statement.value
]
)
)
})
})
}
// Order by clause; validate direction!
const direction =
orderBy.direction && orderBy.direction.toLowerCase() === 'desc'
? 'desc'
: 'asc'
if (orderBy.field === 'id') {
cteInnerQuery.orderBy('id', direction)
} else {
cteInnerQuery.orderByRaw(
knex.raw(`jsonb_path_query_first( data, ? ) ${direction}, id asc`, [
'$.' + orderBy.field
])
)
}
})
.select('*')
.from('objs')
.joinRaw('RIGHT JOIN ( SELECT count(*) FROM "objs" ) c(total_count) ON TRUE')
// Set cursor clause, if present. If it's not present, it's an entry query; this method will return a cursor based on its given query.
// We have implemented keyset pagination for more efficient searches on larger sets. This approach depends on an order by value provided by the user and a (hidden) primary key.
// logger.debug( cursor )
if (cursor) {
let castType = 'text'
if (typeof cursor.value === 'string') castType = 'text'
if (typeof cursor.value === 'boolean') castType = 'boolean'
if (typeof cursor.value === 'number') castType = 'numeric'
// When strings are used inside an order clause, as mentioned above, we need to add quotes around the comparison value, as the jsonb_path_query funcs return json encoded strings (`{"test":"foo"}` => test is returned as `"foo"`)
if (castType === 'text') cursor.value = `"${cursor.value}"`
if (operatorsWhitelist.indexOf(cursor.operator) === -1)
throw new Error('Invalid operator for cursor')
// Unwrapping the tuple comparison of ( userOrderByField, id ) > ( lastValueOfUserOrderBy, lastSeenId )
if (fullObjectSelect) {
if (cursor.field === 'id') {
mainQuery.where(knex.raw(`id ${cursor.operator} ? `, [cursor.value]))
} else {
mainQuery.where(
knex.raw(
`jsonb_path_query_first( data, ? )::${castType} ${cursor.operator}= ? `,
['$.' + cursor.field, cursor.value]
)
)
}
} else {
mainQuery.where(
knex.raw(`??::${castType} ${cursor.operator}= ? `, [
select.indexOf(cursor.field).toString(),
cursor.value
])
)
}
if (cursor.lastSeenId) {
mainQuery.andWhere((qb) => {
qb.where('id', '>', cursor.lastSeenId)
if (fullObjectSelect)
qb.orWhere(
knex.raw(
`jsonb_path_query_first( data, ? )::${castType} ${cursor.operator} ? `,
['$.' + cursor.field, cursor.value]
)
)
else
qb.orWhere(
knex.raw(`??::${castType} ${cursor.operator} ? `, [
select.indexOf(cursor.field).toString(),
cursor.value
])
)
})
}
}
mainQuery.limit(limit)
// logger.debug( mainQuery.toString() )
// Finally, execute the query
const rows = await mainQuery
const totalCount = rows && rows.length > 0 ? parseInt(rows[0].total_count) : 0
// Return early
if (totalCount === 0) return { totalCount, objects: [], cursor: null }
// Reconstruct the object based on the provided select paths.
if (!fullObjectSelect) {
rows.forEach((o, i, arr) => {
const no = {
id: o.id,
createdAt: o.createdAt,
speckleType: o.speckleType,
totalChildrenCount: o.totalChildrenCount,
data: {}
}
let k = 0
for (const field of select) {
set(no.data, field, o[k++])
}
arr[i] = no
})
}
// Assemble the cursor for an eventual next call
cursor = cursor || {}
const cursorObj = {
field: cursor.field || orderBy.field,
operator:
cursor.operator ||
(orderBy.direction && orderBy.direction.toLowerCase() === 'desc' ? '<' : '>'),
value: get(rows[rows.length - 1], `data.${orderBy.field}`)
}
// If we're not ordering by id (default case, where no order by argument is provided), we need to add the last seen id of this query in order to enable keyset pagination.
if (additionalIdOrderBy) {
cursorObj.lastSeenId = rows[rows.length - 1].id
}
// Cursor objects should be client-side opaque, hence we encode them to base64.
const cursorEncoded = Buffer.from(JSON.stringify(cursorObj), 'binary').toString(
'base64'
)
return {
totalCount,
objects: rows,
cursor: rows.length === limit ? cursorEncoded : null
}
},
async getObjects(streamId, objectIds) {
const res = await Objects()
.whereIn('id', objectIds)
.andWhere('streamId', streamId)
.select(
'id',
'speckleType',
'totalChildrenCount',
'totalChildrenCountByDepth',
'createdAt',
'data'
)
return res
},
async getObjectsStream({ streamId, objectIds }) {
const res = Objects()
.whereIn('id', objectIds)
.andWhere('streamId', streamId)
.orderBy('id')
.select(
knex.raw(
'"id", "speckleType", "totalChildrenCount", "totalChildrenCountByDepth", "createdAt", data::text as "dataText"'
)
)
return res.stream({ highWaterMark: 500 })
},
async hasObjects({ streamId, objectIds }) {
const dbRes = await Objects()
.whereIn('id', objectIds)
.andWhere('streamId', streamId)
.select('id')
const res = {}
for (const i in objectIds) {
res[objectIds[i]] = false
}
for (const i in dbRes) {
res[dbRes[i].id] = true
}
return res
},
// NOTE: Derive Object
async updateObject() {
throw new Error('Updating object is not implemented')
}
}
// Note: we're generating the hash here, rather than on the db side, as there are
// limitations when doing upserts - ignored fields are not always returned, hence
// we cannot provide a full response back including all object hashes.
function prepInsertionObject(streamId, obj) {
const MAX_OBJECT_SIZE_MB = getMaximumObjectSizeMB()
if (obj.hash) obj.id = obj.hash
else
obj.id =
obj.id || crypto.createHash('md5').update(JSON.stringify(obj)).digest('hex') // generate a hash if none is present
const stringifiedObj = JSON.stringify(obj)
const objectByteSize = estimateStringMegabyteSize(stringifiedObj)
if (objectByteSize > MAX_OBJECT_SIZE_MB) {
throw new ObjectHandlingError(
`Object too large. (${objectByteSize} MB is > than limit, ${MAX_OBJECT_SIZE_MB} MB)`
)
}
return {
data: stringifiedObj, // stored in jsonb column
streamId,
id: obj.id,
speckleType: obj.speckleType
}
}
// Batches need to be inserted ordered by id to avoid deadlocks
function prepInsertionObjectBatch(batch) {
batch.sort((a, b) => (a.id > b.id ? 1 : -1))
}
function prepInsertionClosureBatch(batch) {
batch.sort((a, b) =>
a.parent > b.parent ? 1 : a.parent === b.parent ? (a.child > b.child ? 1 : -1) : -1
)
}