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arangodb/tests/js/server/aql/aql-graph-traverser.js

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JavaScript

/* jshint esnext: true */
/* global assertEqual, assertTrue, fail, AQL_EXECUTE, AQL_EXPLAIN, AQL_EXECUTEJSON */
// //////////////////////////////////////////////////////////////////////////////
// / @brief Spec for the AQL FOR x IN GRAPH name statement
// /
// / @file
// /
// / DISCLAIMER
// /
// / Copyright 2014 ArangoDB GmbH, Cologne, Germany
// /
// / Licensed under the Apache License, Version 2.0 (the "License");
// / you may not use this file except in compliance with the License.
// / You may obtain a copy of the License at
// /
// / http://www.apache.org/licenses/LICENSE-2.0
// /
// / Unless required by applicable law or agreed to in writing, software
// / distributed under the License is distributed on an "AS IS" BASIS,
// / WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
// / See the License for the specific language governing permissions and
// / limitations under the License.
// /
// / Copyright holder is ArangoDB GmbH, Cologne, Germany
// /
// / @author Michael Hackstein
// / @author Copyright 2015, ArangoDB GmbH, Cologne, Germany
// //////////////////////////////////////////////////////////////////////////////
'use strict';
const jsunity = require('jsunity');
const internal = require('internal');
const db = internal.db;
const errors = require('@arangodb').errors;
const gm = require('@arangodb/general-graph');
const vn = 'UnitTestVertexCollection';
const en = 'UnitTestEdgeCollection';
const isCluster = require('@arangodb/cluster').isCluster();
const roundCost = require('@arangodb/aql-helper').roundCost;
var _ = require('lodash');
var vertex = {};
var edge = {};
var vc;
var ec;
var mmfilesEngine = (db._engine().name === 'mmfiles');
var cleanup = function () {
db._drop(vn);
db._drop(en);
vertex = {};
edge = {};
};
var createBaseGraph = function () {
vc = db._create(vn, { numberOfShards: 4 });
ec = db._createEdgeCollection(en, { numberOfShards: 4 });
vertex.A = vc.save({ _key: 'A' })._id;
vertex.B = vc.save({ _key: 'B' })._id;
vertex.C = vc.save({ _key: 'C' })._id;
vertex.D = vc.save({ _key: 'D' })._id;
vertex.E = vc.save({ _key: 'E' })._id;
vertex.F = vc.save({ _key: 'F' })._id;
edge.AB = ec.save(vertex.A, vertex.B, {})._id;
edge.BC = ec.save(vertex.B, vertex.C, {})._id;
edge.CD = ec.save(vertex.C, vertex.D, {})._id;
edge.CF = ec.save(vertex.C, vertex.F, {})._id;
edge.EB = ec.save(vertex.E, vertex.B, {})._id;
edge.FE = ec.save(vertex.F, vertex.E, {})._id;
};
function simpleInboundOutboundSuite() {
const gn = 'UnitTestGraph';
return {
setUp: function () {
db._drop(gn + 'v1');
db._drop(gn + 'v2');
db._drop(gn + 'e');
let c;
c = db._create(gn + 'v1', { numberOfShards: 9 });
c.insert({ _key: "test" });
c = db._create(gn + 'v2', { numberOfShards: 7 });
c.insert({ _key: "test" });
c = db._createEdgeCollection(gn + 'e', { numberOfShards: 5 });
c.insert({ _from: gn + "v2/test", _to: gn + "v1/test" });
},
tearDown: function () {
db._drop(gn + 'v1');
db._drop(gn + 'v2');
db._drop(gn + 'e');
},
testTheOldInAndOutOut: function () {
// outbound
let q = `WITH ${gn + 'v1'} ${gn + 'v2'} FOR v, e IN OUTBOUND DOCUMENT("${gn + 'v2'}/test") ${gn + 'e'} RETURN {v, e}`;
let res = AQL_EXECUTE(q).json[0];
assertEqual(gn + "v1/test", res.v._id);
assertEqual("test", res.v._key);
assertEqual(gn + "v2/test", res.e._from);
assertEqual(gn + "v1/test", res.e._to);
// same test, but now reverse
q = `WITH ${gn + 'v1'} ${gn + 'v2'} FOR v, e IN INBOUND DOCUMENT("${gn + 'v1'}/test") ${gn + 'e'} RETURN {v, e}`;
res = AQL_EXECUTE(q).json[0];
assertEqual(gn + "v2/test", res.v._id);
assertEqual("test", res.v._key);
assertEqual(gn + "v2/test", res.e._from);
assertEqual(gn + "v1/test", res.e._to);
}
};
}
function limitSuite() {
const gn = 'UnitTestGraph';
return {
setUpAll: function () {
db._drop(gn + 'v');
db._drop(gn + 'e');
db._drop(gn + 'e2');
var i;
var c = db._create(gn + 'v');
for (i = 0; i < 10000; ++i) {
c.insert({ _key: 'test' + i });
}
c = db._createEdgeCollection(gn + 'e');
for (i = 0; i < 10000; ++i) {
c.insert({ _from: gn + 'v/test' + i, _to: gn + 'v/test' + i });
}
c = db._createEdgeCollection(gn + 'e2');
c.insert({ _from: gn + 'v/test1', _to: gn + 'v/test0' });
c.insert({ _from: gn + 'v/test2', _to: gn + 'v/test0' });
c.insert({ _from: gn + 'v/test2', _to: gn + 'v/test1' });
},
tearDownAll: function () {
db._drop(gn + 'v');
db._drop(gn + 'e');
db._drop(gn + 'e2');
},
testLimits: function () {
const queries = [
['FOR v IN ' + gn + 'v FOR e IN 1..1 OUTBOUND v._id ' + gn + 'e LIMIT 0, 10000 RETURN e', 10000],
['FOR v IN ' + gn + 'v FOR e IN 1..1 OUTBOUND v._id ' + gn + 'e LIMIT 0, 1000 RETURN e', 1000],
['FOR v IN ' + gn + 'v FOR e IN 1..1 OUTBOUND v._id ' + gn + 'e LIMIT 0, 100 RETURN e', 100],
['FOR v IN ' + gn + 'v FOR e IN 1..1 OUTBOUND v._id ' + gn + 'e LIMIT 0, 10 RETURN e', 10],
['FOR v IN ' + gn + 'v FOR e IN 1..1 OUTBOUND v._id ' + gn + 'e LIMIT 10, 10 RETURN e', 10],
['FOR v IN ' + gn + 'v FOR e IN 1..1 OUTBOUND v._id ' + gn + 'e LIMIT 10, 100 RETURN e', 100],
['FOR v IN ' + gn + 'v FOR e IN 1..1 OUTBOUND v._id ' + gn + 'e LIMIT 10, 1000 RETURN e', 1000],
['FOR v IN ' + gn + 'v FOR e IN 1..1 OUTBOUND v._id ' + gn + 'e LIMIT 10, 10000 RETURN e', 9990],
['FOR v IN ' + gn + 'v FOR e IN 1..1 OUTBOUND v._id ' + gn + 'e LIMIT 1000, 1 RETURN e', 1],
['FOR v IN ' + gn + 'v FOR e IN 1..1 OUTBOUND v._id ' + gn + 'e LIMIT 1000, 10 RETURN e', 10],
['FOR v IN ' + gn + 'v FOR e IN 1..1 OUTBOUND v._id ' + gn + 'e LIMIT 1000, 100 RETURN e', 100],
['FOR v IN ' + gn + 'v FOR e IN 1..1 OUTBOUND v._id ' + gn + 'e LIMIT 1000, 1000 RETURN e', 1000],
['FOR v IN ' + gn + 'v FOR e IN 1..1 OUTBOUND v._id ' + gn + 'e LIMIT 1000, 10000 RETURN e', 9000],
['FOR v IN ' + gn + 'v FOR e IN 1..1 OUTBOUND v._id ' + gn + 'e LIMIT 9990, 1 RETURN e', 1],
['FOR v IN ' + gn + 'v FOR e IN 1..1 OUTBOUND v._id ' + gn + 'e LIMIT 9990, 9 RETURN e', 9],
['FOR v IN ' + gn + 'v FOR e IN 1..1 OUTBOUND v._id ' + gn + 'e LIMIT 9990, 10 RETURN e', 10],
['FOR v IN ' + gn + 'v FOR e IN 1..1 OUTBOUND v._id ' + gn + 'e LIMIT 9990, 11 RETURN e', 10],
['FOR v IN ' + gn + 'v FOR e IN 1..1 OUTBOUND v._id ' + gn + 'e LIMIT 9990, 100 RETURN e', 10],
['FOR v IN ' + gn + 'v FOR e IN 1..1 OUTBOUND v._id ' + gn + 'e LIMIT 9990, 1000 RETURN e', 10],
['FOR v IN ' + gn + 'v FOR e IN 1..1 OUTBOUND v._id ' + gn + 'e LIMIT 9999, 1 RETURN e', 1],
['FOR v IN ' + gn + 'v FOR e IN 1..1 OUTBOUND v._id ' + gn + 'e LIMIT 9999, 10 RETURN e', 1],
['FOR v IN ' + gn + 'v FOR e IN 1..1 OUTBOUND v._id ' + gn + 'e LIMIT 9999, 100 RETURN e', 1],
['FOR v IN ' + gn + 'v FOR e IN 1..1 OUTBOUND v._id ' + gn + 'e LIMIT 9999, 1000 RETURN e', 1],
['FOR v IN ' + gn + 'v FOR e IN 1..1 OUTBOUND v._id ' + gn + 'e LIMIT 10000, 0 RETURN e', 0],
['FOR v IN ' + gn + 'v FOR e IN 1..1 OUTBOUND v._id ' + gn + 'e LIMIT 10000, 1 RETURN e', 0],
['FOR v IN ' + gn + 'v FOR e IN 1..1 OUTBOUND v._id ' + gn + 'e LIMIT 10000, 10 RETURN e', 0],
['FOR v IN ' + gn + 'v FOR e IN 1..1 OUTBOUND v._id ' + gn + 'e LIMIT 10000, 1000 RETURN e', 0]
];
queries.forEach(function (query) {
assertEqual(query[1], AQL_EXECUTE(query[0]).json.length, query);
});
},
testLimitsMultiEdges: function () {
var queries = [
['WITH ' + gn + 'v FOR v IN ["' + gn + 'v/test0"] FOR e IN 1..1 OUTBOUND v ' + gn + 'e2 RETURN e', 0],
['WITH ' + gn + 'v FOR v IN ["' + gn + 'v/test0"] FOR e IN 1..1 OUTBOUND v ' + gn + 'e2 LIMIT 0, 1 RETURN e', 0],
['WITH ' + gn + 'v FOR v IN ["' + gn + 'v/test0"] FOR e IN 1..1 OUTBOUND v ' + gn + 'e2 LIMIT 1, 1 RETURN e', 0],
['WITH ' + gn + 'v FOR v IN ["' + gn + 'v/test1"] FOR e IN 1..1 OUTBOUND v ' + gn + 'e2 RETURN e', 1],
['WITH ' + gn + 'v FOR v IN ["' + gn + 'v/test1"] FOR e IN 1..1 OUTBOUND v ' + gn + 'e2 LIMIT 0, 1 RETURN e', 1],
['WITH ' + gn + 'v FOR v IN ["' + gn + 'v/test1"] FOR e IN 1..1 OUTBOUND v ' + gn + 'e2 LIMIT 1, 1 RETURN e', 0],
['WITH ' + gn + 'v FOR v IN ["' + gn + 'v/test1"] FOR e IN 1..1 OUTBOUND v ' + gn + 'e2 LIMIT 2, 1 RETURN e', 0],
['WITH ' + gn + 'v FOR v IN ["' + gn + 'v/test2"] FOR e IN 1..1 OUTBOUND v ' + gn + 'e2 RETURN e', 2],
['WITH ' + gn + 'v FOR v IN ["' + gn + 'v/test2"] FOR e IN 1..1 OUTBOUND v ' + gn + 'e2 LIMIT 0, 1 RETURN e', 1],
['WITH ' + gn + 'v FOR v IN ["' + gn + 'v/test2"] FOR e IN 1..1 OUTBOUND v ' + gn + 'e2 LIMIT 0, 1 RETURN e', 1],
['WITH ' + gn + 'v FOR v IN ["' + gn + 'v/test2"] FOR e IN 1..1 OUTBOUND v ' + gn + 'e2 LIMIT 0, 2 RETURN e', 2],
['WITH ' + gn + 'v FOR v IN ["' + gn + 'v/test2"] FOR e IN 1..1 OUTBOUND v ' + gn + 'e2 LIMIT 1, 1 RETURN e', 1],
['WITH ' + gn + 'v FOR v IN ["' + gn + 'v/test2"] FOR e IN 1..1 OUTBOUND v ' + gn + 'e2 LIMIT 1, 2 RETURN e', 1],
['WITH ' + gn + 'v FOR v IN ["' + gn + 'v/test2"] FOR e IN 1..1 OUTBOUND v ' + gn + 'e2 LIMIT 2, 1 RETURN e', 0]
];
queries.forEach(function (query) {
assertEqual(query[1], AQL_EXECUTE(query[0]).json.length, query);
});
}
};
}
function nestedSuite() {
const gn = 'UnitTestGraph';
var objects, tags, tagged;
return {
setUpAll: function () {
tags = db._create(gn + 'tags');
objects = db._create(gn + 'objects');
tagged = db._createEdgeCollection(gn + 'tagged');
['airplane', 'bicycle', 'train', 'car', 'boat'].forEach(function (_key) {
objects.insert({ _key });
});
['public', 'private', 'fast', 'slow', 'land', 'air', 'water'].forEach(function (_key) {
tags.insert({ _key });
});
[
['air', 'airplane'],
['land', 'car'],
['land', 'bicycle'],
['land', 'train'],
['water', 'boat'],
['fast', 'airplane'],
['fast', 'car'],
['slow', 'bicycle'],
['fast', 'train'],
['slow', 'boat'],
['public', 'airplane'],
['private', 'car'],
['private', 'bicycle'],
['public', 'train'],
['public', 'boat']
].forEach(function (edge) {
tagged.insert({ _from: tags.name() + '/' + edge[0], _to: objects.name() + '/' + edge[1] });
});
},
tearDownAll: function () {
db._drop(gn + 'tags');
db._drop(gn + 'objects');
db._drop(gn + 'tagged');
},
testNested: function () {
var query = 'with ' + objects.name() + ', ' + tags.name() + ' for vehicle in any @start1 @@tagged for type in any @start2 @@tagged filter vehicle._id == type._id return vehicle._key';
var result = AQL_EXECUTE(query, { start1: tags.name() + '/land', start2: tags.name() + '/public', '@tagged': tagged.name() }).json;
assertEqual(['train'], result);
result = AQL_EXECUTE(query, { start1: tags.name() + '/air', start2: tags.name() + '/fast', '@tagged': tagged.name() }).json;
assertEqual(['airplane'], result);
result = AQL_EXECUTE(query, { start1: tags.name() + '/air', start2: tags.name() + '/slow', '@tagged': tagged.name() }).json;
assertEqual([], result);
result = AQL_EXECUTE(query, { start1: tags.name() + '/land', start2: tags.name() + '/fast', '@tagged': tagged.name() }).json;
assertEqual(['car', 'train'], result.sort());
result = AQL_EXECUTE(query, { start1: tags.name() + '/land', start2: tags.name() + '/private', '@tagged': tagged.name() }).json;
assertEqual(['bicycle', 'car'], result.sort());
result = AQL_EXECUTE(query, { start1: tags.name() + '/public', start2: tags.name() + '/slow', '@tagged': tagged.name() }).json;
assertEqual(['boat'], result);
result = AQL_EXECUTE(query, { start1: tags.name() + '/public', start2: tags.name() + '/fast', '@tagged': tagged.name() }).json;
assertEqual(['airplane', 'train'], result.sort());
result = AQL_EXECUTE(query, { start1: tags.name() + '/public', start2: tags.name() + '/foo', '@tagged': tagged.name() }).json;
assertEqual([], result);
result = AQL_EXECUTE(query, { start1: tags.name() + '/foo', start2: tags.name() + '/fast', '@tagged': tagged.name() }).json;
assertEqual([], result);
}
};
}
function namedGraphSuite() {
/* *********************************************************************
* Graph under test:
*
* A -> B -> C -> D
* /|\ \|/
* E <- F
*
***********************************************************************/
const gn = 'UnitTestGraph';
var ruleName = 'optimize-traversals';
var paramEnabled = { optimizer: { rules: ['-all', '+' + ruleName] } };
var opts = _.clone(paramEnabled);
return {
setUpAll: function () {
opts.allPlans = true;
opts.verbosePlans = true;
cleanup();
createBaseGraph();
try {
gm._drop(gn);
} catch (e) {
// It is expected that this graph does not exist.
}
gm._create(gn, [gm._relation(en, vn, vn)]);
},
tearDownAll: function () {
gm._drop(gn);
cleanup();
},
testNamedFirstEntryIsVertex: function () {
var query = 'FOR x IN OUTBOUND @startId GRAPH @graph RETURN x';
var bindVars = {
graph: gn,
startId: vertex.B
};
var result = db._query(query, bindVars).toArray();
assertEqual(result.length, 1);
assertEqual(result[0]._id, vertex.C);
var plans = AQL_EXPLAIN(query, bindVars, opts).plans;
plans.forEach(function (plan) {
var jsonResult = AQL_EXECUTEJSON(plan, { optimizer: { rules: ['-all'] } }).json;
assertEqual(jsonResult, result, query);
});
},
testNamedSecondEntryIsEdge: function () {
var query = 'FOR x, e IN OUTBOUND @startId GRAPH @graph RETURN e';
var bindVars = {
graph: gn,
startId: vertex.B
};
var result = db._query(query, bindVars).toArray();
assertEqual(result.length, 1);
assertEqual(result[0]._id, edge.BC);
var plans = AQL_EXPLAIN(query, bindVars, opts).plans;
plans.forEach(function (plan) {
var jsonResult = AQL_EXECUTEJSON(plan, { optimizer: { rules: ['-all'] } }).json;
assertEqual(jsonResult, result, query);
});
},
testNamedThirdEntryIsPath: function () {
var query = 'FOR x, e, p IN OUTBOUND @startId GRAPH @graph RETURN p';
var bindVars = {
graph: gn,
startId: vertex.B
};
var result = db._query(query, bindVars).toArray();
assertEqual(result.length, 1);
var entry = result[0];
assertEqual(entry.vertices.length, 2);
assertEqual(entry.vertices[0]._id, vertex.B);
assertEqual(entry.vertices[1]._id, vertex.C);
assertEqual(entry.edges.length, 1);
assertEqual(entry.edges[0]._id, edge.BC);
var plans = AQL_EXPLAIN(query, bindVars, opts).plans;
plans.forEach(function (plan) {
var jsonResult = AQL_EXECUTEJSON(plan, { optimizer: { rules: ['-all'] } }).json;
assertEqual(jsonResult, result, query);
});
},
testNamedOutboundDirection: function () {
var query = 'FOR x IN OUTBOUND @startId GRAPH @graph RETURN x._id';
var bindVars = {
graph: gn,
startId: vertex.B
};
var result = db._query(query, bindVars).toArray();
assertEqual(result.length, 1);
var entry = result[0];
assertEqual(entry, vertex.C);
var plans = AQL_EXPLAIN(query, bindVars, opts).plans;
plans.forEach(function (plan) {
var jsonResult = AQL_EXECUTEJSON(plan, { optimizer: { rules: ['-all'] } }).json;
assertEqual(jsonResult, result, query);
});
},
testNamedInboundDirection: function () {
var query = 'FOR x IN INBOUND @startId GRAPH @graph RETURN x._id';
var bindVars = {
graph: gn,
startId: vertex.C
};
var result = db._query(query, bindVars).toArray();
assertEqual(result.length, 1);
var entry = result[0];
assertEqual(entry, vertex.B);
var plans = AQL_EXPLAIN(query, bindVars, opts).plans;
plans.forEach(function (plan) {
var jsonResult = AQL_EXECUTEJSON(plan, { optimizer: { rules: ['-all'] } }).json;
assertEqual(jsonResult, result, query);
});
},
testNamedAnyDirection: function () {
var query = 'FOR x IN ANY @startId GRAPH @graph SORT x._id ASC RETURN x._id';
var bindVars = {
graph: gn,
startId: vertex.B
};
var result = db._query(query, bindVars).toArray();
assertEqual(result.length, 3);
var entry = result[0];
assertEqual(entry, vertex.A);
entry = result[1];
assertEqual(entry, vertex.C);
entry = result[2];
assertEqual(entry, vertex.E);
var plans = AQL_EXPLAIN(query, bindVars, opts).plans;
plans.forEach(function (plan) {
var jsonResult = AQL_EXECUTEJSON(plan, { optimizer: { rules: ['-all'] } }).json;
assertEqual(jsonResult, result, query);
});
},
testNamedExactNumberSteps: function () {
var query = 'FOR x IN 2 OUTBOUND @startId GRAPH @graph SORT x._id ASC RETURN x._id';
var bindVars = {
graph: gn,
startId: vertex.B
};
var result = db._query(query, bindVars).toArray();
assertEqual(result.length, 2);
assertEqual(result[0], vertex.D);
assertEqual(result[1], vertex.F);
var plans = AQL_EXPLAIN(query, bindVars, opts).plans;
plans.forEach(function (plan) {
var jsonResult = AQL_EXECUTEJSON(plan, { optimizer: { rules: ['-all'] } }).json;
assertEqual(jsonResult, result, query);
});
},
testNamedRangeNumberSteps: function () {
var query = 'FOR x IN 2..3 OUTBOUND @startId GRAPH @graph SORT x._id ASC RETURN x._id';
var bindVars = {
graph: gn,
startId: vertex.B
};
var result = db._query(query, bindVars).toArray();
assertEqual(result.length, 3);
assertEqual(result[0], vertex.D);
assertEqual(result[1], vertex.E);
assertEqual(result[2], vertex.F);
var plans = AQL_EXPLAIN(query, bindVars, opts).plans;
plans.forEach(function (plan) {
var jsonResult = AQL_EXECUTEJSON(plan, { optimizer: { rules: ['-all'] } }).json;
assertEqual(jsonResult, result, query);
});
},
testNamedComputedNumberSteps: function () {
var query = 'FOR x IN LENGTH([1,2]) OUTBOUND @startId GRAPH @graph SORT x._id ASC RETURN x._id';
var bindVars = {
graph: gn,
startId: vertex.B
};
var result = db._query(query, bindVars).toArray();
assertEqual(result.length, 2);
assertEqual(result[0], vertex.D);
var plans = AQL_EXPLAIN(query, bindVars, opts).plans;
plans.forEach(function (plan) {
var jsonResult = AQL_EXECUTEJSON(plan, { optimizer: { rules: ['-all'] } }).json;
assertEqual(jsonResult, result, query);
});
},
testNamedZeroSteps: function () {
// We only include the start vertex
var query = 'FOR x IN 0 OUTBOUND @startId GRAPH @graph SORT x._id ASC RETURN x._id';
var bindVars = {
graph: gn,
startId: vertex.B
};
var result = db._query(query, bindVars).toArray();
assertEqual(result.length, 1);
assertEqual(result[0], vertex.B);
var plans = AQL_EXPLAIN(query, bindVars, opts).plans;
plans.forEach(function (plan) {
var jsonResult = AQL_EXECUTEJSON(plan, { optimizer: { rules: ['-all'] } }).json;
assertEqual(jsonResult, result, query);
});
},
testNamedZeroStartRangeSteps: function () {
// We only include the start vertex
var query = 'FOR x IN 0..1 OUTBOUND @startId GRAPH @graph SORT x._id ASC RETURN x._id';
var bindVars = {
graph: gn,
startId: vertex.B
};
var result = db._query(query, bindVars).toArray();
assertEqual(result.length, 2);
assertEqual(result[0], vertex.B);
assertEqual(result[1], vertex.C);
var plans = AQL_EXPLAIN(query, bindVars, opts).plans;
plans.forEach(function (plan) {
var jsonResult = AQL_EXECUTEJSON(plan, { optimizer: { rules: ['-all'] } }).json;
assertEqual(jsonResult, result, query);
});
},
testNamedSort: function () {
var query = 'FOR x IN OUTBOUND @startId GRAPH @graph SORT x._id ASC RETURN x._id';
var bindVars = {
graph: gn,
startId: vertex.C
};
var result = db._query(query, bindVars).toArray();
assertEqual(result.length, 2);
assertEqual(result[0], vertex.D);
assertEqual(result[1], vertex.F);
// Reverse ordering
query = 'FOR x IN OUTBOUND @startId GRAPH @graph SORT x._id DESC RETURN x._id';
result = db._query(query, bindVars).toArray();
assertEqual(result.length, 2);
assertEqual(result[0], vertex.F);
assertEqual(result[1], vertex.D);
var plans = AQL_EXPLAIN(query, bindVars, opts).plans;
plans.forEach(function (plan) {
var jsonResult = AQL_EXECUTEJSON(plan, { optimizer: { rules: ['-all'] } }).json;
assertEqual(jsonResult, result, query);
});
},
testNamedUniqueEdgesOnPath: function () {
var query = 'FOR x IN 6 OUTBOUND @startId GRAPH @graph RETURN x._id';
var bindVars = {
graph: gn,
startId: vertex.A
};
// No result A->B->C->F->E->B (->C) is already used!
var result = db._query(query, bindVars).toArray();
assertEqual(result.length, 0);
query = 'FOR x, e, p IN 2 ANY @startId GRAPH @graph SORT x._id ASC ' +
'RETURN {v: x._id, edges: p.edges, vertices: p.vertices}';
result = db._query(query, bindVars).toArray();
// result: A->B->C
// result: A->B<-E
// Invalid result: A->B<-A
assertEqual(result.length, 2);
assertEqual(result[0].v, vertex.C);
assertEqual(result[0].edges.length, 2);
assertEqual(result[0].edges[0]._id, edge.AB);
assertEqual(result[0].edges[1]._id, edge.BC);
assertEqual(result[0].vertices.length, 3);
assertEqual(result[0].vertices[0]._id, vertex.A);
assertEqual(result[0].vertices[1]._id, vertex.B);
assertEqual(result[0].vertices[2]._id, vertex.C);
assertEqual(result[1].v, vertex.E);
assertEqual(result[1].edges.length, 2);
assertEqual(result[1].edges[0]._id, edge.AB);
assertEqual(result[1].edges[1]._id, edge.EB);
assertEqual(result[1].vertices.length, 3);
assertEqual(result[1].vertices[0]._id, vertex.A);
assertEqual(result[1].vertices[1]._id, vertex.B);
assertEqual(result[1].vertices[2]._id, vertex.E);
query = `FOR x IN 1 ANY @startId GRAPH @graph
FOR y IN 1 ANY x GRAPH @graph
SORT y._id ASC RETURN y._id`;
result = db._query(query, bindVars).toArray();
// result: A->B<-A
// result: A->B->C
// result: A->B<-E
// The second traversal resets the path
assertEqual(result.length, 3);
assertEqual(result[0], vertex.A);
assertEqual(result[1], vertex.C);
assertEqual(result[2], vertex.E);
}
};
}
function multiCollectionGraphSuite() {
/* *********************************************************************
* Graph under test:
*
* A -> B -> C -> D <-E2- V2:G
* /|\ \|/
* E <- F
*
***********************************************************************/
const gn = 'UnitTestGraph';
const vn2 = 'UnitTestVertexCollection2';
const en2 = 'UnitTestEdgeCollection2';
var ruleName = 'optimize-traversals';
var paramEnabled = { optimizer: { rules: ['-all', '+' + ruleName] } };
var opts = _.clone(paramEnabled);
// We always use the same query, the result should be identical.
var validateResult = function (result) {
assertEqual(result.length, 1);
var entry = result[0];
assertEqual(entry.vertex._id, vertex.C);
assertEqual(entry.path.vertices.length, 2);
assertEqual(entry.path.vertices[0]._id, vertex.B);
assertEqual(entry.path.vertices[1]._id, vertex.C);
assertEqual(entry.path.edges.length, 1);
assertEqual(entry.path.edges[0]._id, edge.BC);
};
return {
setUpAll: function () {
opts.allPlans = true;
opts.verbosePlans = true;
cleanup();
try {
gm._drop(gn);
} catch (e) {
// It is expected that this graph does not exist.
}
db._drop(vn2);
db._drop(en2);
createBaseGraph();
gm._create(gn, [gm._relation(en, vn, vn), gm._relation(en2, vn2, vn)]);
db[vn2].save({ _key: 'G' });
db[en2].save(vn2 + '/G', vn + '/D', {});
},
tearDownAll: function () {
gm._drop(gn);
db._drop(vn2);
db._drop(en2);
cleanup();
},
testNoBindParameterDoubleFor: function () {
/* this test is intended to trigger the clone functionality. */
var query = 'FOR t IN ' + vn +
' FOR s IN ' + vn2 +
' FOR x, e, p IN OUTBOUND t ' + en + ' SORT x._key RETURN {vertex: x, path: p}';
var result = db._query(query).toArray();
var plans = AQL_EXPLAIN(query, {}, opts).plans;
plans.forEach(function (plan) {
var jsonResult = AQL_EXECUTEJSON(plan, { optimizer: { rules: ['-all'] } }).json;
assertEqual(jsonResult, result, query);
});
},
testNoBindParameterSingleFor: function () {
var query = 'FOR s IN ' + vn + ' FOR x, e, p IN OUTBOUND s ' + en + ' SORT x._key RETURN x';
var result = db._query(query).toArray();
var plans = AQL_EXPLAIN(query, {}, opts).plans;
plans.forEach(function (plan) {
var jsonResult = AQL_EXECUTEJSON(plan, { optimizer: { rules: ['-all'] } }).json;
assertEqual(jsonResult, result, query);
});
},
testNoBindParameterSingleForFilter: function () {
var query = 'FOR s IN ' + vn + ' FOR x, e, p IN OUTBOUND s ' +
en + ' FILTER p.vertices[1]._key == s._key SORT x._key RETURN x';
var result = db._query(query).toArray();
assertEqual(result.length, 0);
var plans = AQL_EXPLAIN(query, {}, opts).plans;
plans.forEach(function (plan) {
var jsonResult = AQL_EXECUTEJSON(plan, { optimizer: { rules: ['-all'] } }).json;
assertEqual(jsonResult.length, 0);
});
},
testNoBindParameterRandFunction: function () {
var query = 'FOR s IN ' + vn + ' FOR x, e, p IN OUTBOUND s ' +
en + ' FILTER p.vertices[1]._key == NOOPT(RAND()) SORT x._key RETURN x';
var result = db._query(query).toArray();
assertEqual(result.length, 0);
var plans = AQL_EXPLAIN(query, {}, opts).plans;
plans.forEach(function (plan) {
var jsonResult = AQL_EXECUTEJSON(plan, { optimizer: { rules: ['-all'] } }).json;
assertEqual(jsonResult.length, 0);
});
},
testNoBindParameter: function () {
var query = `WITH ${vn}
FOR x, e, p IN OUTBOUND '${vertex.B}' ${en}
SORT x._key
RETURN {vertex: x, path: p}`;
var result = db._query(query).toArray();
validateResult(result);
var plans = AQL_EXPLAIN(query, {}, opts).plans;
plans.forEach(function (plan) {
var jsonResult = AQL_EXECUTEJSON(plan, { optimizer: { rules: ['-all'] } }).json;
assertEqual(jsonResult, result, query);
});
},
testStartBindParameter: function () {
var query = `WITH ${vn}
FOR x, e, p IN OUTBOUND @startId ${en}
SORT x._key
RETURN {vertex: x, path: p}`;
var bindVars = {
startId: vertex.B
};
var result = db._query(query, bindVars).toArray();
validateResult(result);
var plans = AQL_EXPLAIN(query, bindVars, opts).plans;
plans.forEach(function (plan) {
var jsonResult = AQL_EXECUTEJSON(plan, { optimizer: { rules: ['-all'] } }).json;
assertEqual(jsonResult, result, query);
});
},
testEdgeCollectionBindParameter: function () {
var query = `WITH ${vn}
FOR x, e, p IN OUTBOUND '${vertex.B}' @@eCol
SORT x._key
RETURN {vertex: x, path: p}`;
var bindVars = {
'@eCol': en
};
var result = db._query(query, bindVars).toArray();
validateResult(result);
var plans = AQL_EXPLAIN(query, bindVars, opts).plans;
plans.forEach(function (plan) {
var jsonResult = AQL_EXECUTEJSON(plan, { optimizer: { rules: ['-all'] } }).json;
assertEqual(jsonResult, result, query);
});
},
testStepsBindParameter: function () {
var query = `WITH ${vn}
FOR x, e, p IN @steps OUTBOUND '${vertex.B}' ${en}
SORT x._key
RETURN {vertex: x, path: p}`;
var bindVars = {
steps: 1
};
var result = db._query(query, bindVars).toArray();
validateResult(result);
var plans = AQL_EXPLAIN(query, bindVars, opts).plans;
plans.forEach(function (plan) {
var jsonResult = AQL_EXECUTEJSON(plan, { optimizer: { rules: ['-all'] } }).json;
assertEqual(jsonResult, result, query);
});
},
testStepsRangeBindParameter: function () {
var query = `WITH ${vn}
FOR x, e, p IN @lsteps..@rsteps OUTBOUND '${vertex.B}' ${en}
SORT x._key
RETURN {vertex: x, path: p}`;
var bindVars = {
lsteps: 1,
rsteps: 1
};
var result = db._query(query, bindVars).toArray();
validateResult(result);
var plans = AQL_EXPLAIN(query, bindVars, opts).plans;
plans.forEach(function (plan) {
var jsonResult = AQL_EXECUTEJSON(plan, { optimizer: { rules: ['-all'] } }).json;
assertEqual(jsonResult, result, query);
});
},
testFirstEntryIsVertex: function () {
var query = `WITH ${vn}
FOR x IN OUTBOUND @startId @@eCol
SORT x._key
RETURN x`;
var bindVars = {
'@eCol': en,
startId: vertex.B
};
var result = db._query(query, bindVars).toArray();
assertEqual(result.length, 1);
assertEqual(result[0]._id, vertex.C);
var plans = AQL_EXPLAIN(query, bindVars, opts).plans;
plans.forEach(function (plan) {
var jsonResult = AQL_EXECUTEJSON(plan, { optimizer: { rules: ['-all'] } }).json;
assertEqual(jsonResult, result, query);
});
},
testSecondEntryIsEdge: function () {
var query = `WITH ${vn}
FOR x, e IN OUTBOUND @startId @@eCol
SORT x._key
RETURN e`;
var bindVars = {
'@eCol': en,
startId: vertex.B
};
var result = db._query(query, bindVars).toArray();
assertEqual(result.length, 1);
assertEqual(result[0]._id, edge.BC);
var plans = AQL_EXPLAIN(query, bindVars, opts).plans;
plans.forEach(function (plan) {
var jsonResult = AQL_EXECUTEJSON(plan, { optimizer: { rules: ['-all'] } }).json;
assertEqual(jsonResult, result, query);
});
},
testThirdEntryIsPath: function () {
var query = `WITH ${vn}
FOR x, e, p IN OUTBOUND @startId @@eCol
SORT x._key
RETURN p`;
var bindVars = {
'@eCol': en,
startId: vertex.B
};
var result = db._query(query, bindVars).toArray();
assertEqual(result.length, 1);
var entry = result[0];
assertEqual(entry.vertices.length, 2);
assertEqual(entry.vertices[0]._id, vertex.B);
assertEqual(entry.vertices[1]._id, vertex.C);
assertEqual(entry.edges.length, 1);
assertEqual(entry.edges[0]._id, edge.BC);
var plans = AQL_EXPLAIN(query, bindVars, opts).plans;
plans.forEach(function (plan) {
var jsonResult = AQL_EXECUTEJSON(plan, { optimizer: { rules: ['-all'] } }).json;
assertEqual(jsonResult, result, query);
});
},
testOutboundDirection: function () {
var query = `WITH ${vn}
FOR x IN OUTBOUND @startId @@eCol
SORT x._key
RETURN x._id`;
var bindVars = {
'@eCol': en,
startId: vertex.B
};
var result = db._query(query, bindVars).toArray();
assertEqual(result.length, 1);
var entry = result[0];
assertEqual(entry, vertex.C);
var plans = AQL_EXPLAIN(query, bindVars, opts).plans;
plans.forEach(function (plan) {
var jsonResult = AQL_EXECUTEJSON(plan, { optimizer: { rules: ['-all'] } }).json;
assertEqual(jsonResult, result, query);
});
},
testInboundDirection: function () {
var query = `WITH ${vn}
FOR x IN INBOUND @startId @@eCol
SORT x._key
RETURN x._id`;
var bindVars = {
'@eCol': en,
startId: vertex.C
};
var result = db._query(query, bindVars).toArray();
assertEqual(result.length, 1);
var entry = result[0];
assertEqual(entry, vertex.B);
var plans = AQL_EXPLAIN(query, bindVars, opts).plans;
plans.forEach(function (plan) {
var jsonResult = AQL_EXECUTEJSON(plan, { optimizer: { rules: ['-all'] } }).json;
assertEqual(jsonResult, result, query);
});
},
testAnyDirection: function () {
var query = `WITH ${vn}
FOR x IN ANY @startId @@eCol
SORT x._id ASC
RETURN x._id`;
var bindVars = {
'@eCol': en,
startId: vertex.B
};
var result = db._query(query, bindVars).toArray();
assertEqual(result.length, 3);
var entry = result[0];
assertEqual(entry, vertex.A);
entry = result[1];
assertEqual(entry, vertex.C);
entry = result[2];
assertEqual(entry, vertex.E);
var plans = AQL_EXPLAIN(query, bindVars, opts).plans;
plans.forEach(function (plan) {
var jsonResult = AQL_EXECUTEJSON(plan, { optimizer: { rules: ['-all'] } }).json;
assertEqual(jsonResult, result, query);
});
},
testExactNumberSteps: function () {
var query = `WITH ${vn}
FOR x IN 2 OUTBOUND @startId @@eCol
SORT x._id ASC
RETURN x._id`;
var bindVars = {
'@eCol': en,
startId: vertex.B
};
var result = db._query(query, bindVars).toArray();
assertEqual(result.length, 2);
assertEqual(result[0], vertex.D);
assertEqual(result[1], vertex.F);
var plans = AQL_EXPLAIN(query, bindVars, opts).plans;
plans.forEach(function (plan) {
var jsonResult = AQL_EXECUTEJSON(plan, { optimizer: { rules: ['-all'] } }).json;
assertEqual(jsonResult, result, query);
});
},
testRangeNumberSteps: function () {
var query = `WITH ${vn}
FOR x IN 2..3 OUTBOUND @startId @@eCol
SORT x._id ASC
RETURN x._id`;
var bindVars = {
'@eCol': en,
startId: vertex.B
};
var result = db._query(query, bindVars).toArray();
assertEqual(result.length, 3);
assertEqual(result[0], vertex.D);
assertEqual(result[1], vertex.E);
assertEqual(result[2], vertex.F);
var plans = AQL_EXPLAIN(query, bindVars, opts).plans;
plans.forEach(function (plan) {
var jsonResult = AQL_EXECUTEJSON(plan, { optimizer: { rules: ['-all'] } }).json;
assertEqual(jsonResult, result, query);
});
},
testComputedNumberSteps: function () {
var query = `WITH ${vn}
FOR x IN LENGTH([1,2]) OUTBOUND @startId @@eCol
SORT x._id ASC
RETURN x._id`;
var bindVars = {
'@eCol': en,
startId: vertex.B
};
var result = db._query(query, bindVars).toArray();
assertEqual(result.length, 2);
assertEqual(result[0], vertex.D);
var plans = AQL_EXPLAIN(query, bindVars, opts).plans;
plans.forEach(function (plan) {
var jsonResult = AQL_EXECUTEJSON(plan, { optimizer: { rules: ['-all'] } }).json;
assertEqual(jsonResult, result, query);
});
},
testSort: function () {
var query = `WITH ${vn}
FOR x IN OUTBOUND @startId @@eCol
SORT x._id ASC
RETURN x._id`;
var bindVars = {
'@eCol': en,
startId: vertex.C
};
var result = db._query(query, bindVars).toArray();
assertEqual(result.length, 2);
assertEqual(result[0], vertex.D);
assertEqual(result[1], vertex.F);
// Reverse ordering
query = `WITH ${vn}
FOR x IN OUTBOUND @startId @@eCol
SORT x._id DESC
RETURN x._id`;
result = db._query(query, bindVars).toArray();
assertEqual(result.length, 2);
assertEqual(result[0], vertex.F);
assertEqual(result[1], vertex.D);
var plans = AQL_EXPLAIN(query, bindVars, opts).plans;
plans.forEach(function (plan) {
var jsonResult = AQL_EXECUTEJSON(plan, { optimizer: { rules: ['-all'] } }).json;
assertEqual(jsonResult, result, query);
});
},
testSingleDocumentInput: function () {
var query = `FOR y IN @@vCol FILTER y._id == @startId
FOR x IN OUTBOUND y @@eCol SORT x._key RETURN x`;
var bindVars = {
startId: vertex.B,
'@eCol': en,
'@vCol': vn
};
var result = db._query(query, bindVars).toArray();
assertEqual(result.length, 1);
assertEqual(result[0]._id, vertex.C);
var plans = AQL_EXPLAIN(query, bindVars, opts).plans;
plans.forEach(function (plan) {
var jsonResult = AQL_EXECUTEJSON(plan, { optimizer: { rules: ['-all'] } }).json;
assertEqual(jsonResult, result, query);
});
},
testListDocumentInput: function () {
var query = `WITH ${vn}
FOR y IN @@vCol
FOR x IN OUTBOUND y @@eCol
SORT x._id ASC
RETURN x._id`;
var bindVars = {
'@eCol': en,
'@vCol': vn
};
var result = db._query(query, bindVars).toArray();
assertEqual(result.length, 6);
assertEqual(result[0], vertex.B);
assertEqual(result[1], vertex.B);
assertEqual(result[2], vertex.C);
assertEqual(result[3], vertex.D);
assertEqual(result[4], vertex.E);
assertEqual(result[5], vertex.F);
var plans = AQL_EXPLAIN(query, bindVars, opts).plans;
plans.forEach(function (plan) {
var jsonResult = AQL_EXECUTEJSON(plan, { optimizer: { rules: ['-all'] } }).json;
assertEqual(jsonResult, result, query);
});
},
testOtherCollectionAttributeAccessInput: function () {
var query = `WITH ${vn}
FOR y IN @@vCol
FOR x IN OUTBOUND y._id @@eCol
SORT x._id ASC
RETURN x._id`;
var bindVars = {
'@eCol': en,
'@vCol': vn
};
var result = db._query(query, bindVars).toArray();
assertEqual(result.length, 6);
assertEqual(result[0], vertex.B);
assertEqual(result[1], vertex.B);
assertEqual(result[2], vertex.C);
assertEqual(result[3], vertex.D);
assertEqual(result[4], vertex.E);
assertEqual(result[5], vertex.F);
},
testTraversalAttributeAccessInput: function () {
var query = `WITH ${vn}
FOR x IN OUTBOUND @startId @@eCol
FOR y IN OUTBOUND x._id @@eCol
SORT y._id ASC
RETURN y._id`;
var bindVars = {
'@eCol': en,
'startId': vertex.A
};
var result = db._query(query, bindVars).toArray();
assertEqual(result.length, 1);
assertEqual(result[0], vertex.C);
},
testTraversalLetIdInput: function () {
var query = `WITH ${vn}
FOR x IN OUTBOUND @startId @@eCol
LET next = x._id
FOR y IN OUTBOUND next @@eCol
SORT y._id ASC
RETURN y._id`;
var bindVars = {
'@eCol': en,
'startId': vertex.A
};
var result = db._query(query, bindVars).toArray();
assertEqual(result.length, 1);
assertEqual(result[0], vertex.C);
},
testTraversalLetDocInput: function () {
var query = `WITH ${vn}
FOR x IN OUTBOUND @startId @@eCol
LET next = x
FOR y IN OUTBOUND next @@eCol
SORT y._id ASC
RETURN y._id`;
var bindVars = {
'@eCol': en,
'startId': vertex.A
};
var result = db._query(query, bindVars).toArray();
assertEqual(result.length, 1);
assertEqual(result[0], vertex.C);
}
};
}
function multiEdgeCollectionGraphSuite() {
/* *********************************************************************
* Graph under test:
*
* B<----+ <- B & C via edge collection A
* |
* D<----A----<C
* |
* +----<E <- D & E via edge colltion B
*
***********************************************************************/
const gn = 'UnitTestGraph';
const en2 = 'UnitTestEdgeCollection2';
var ruleName = 'optimize-traversals';
var paramEnabled = { optimizer: { rules: ['-all', '+' + ruleName] } };
var opts = _.clone(paramEnabled);
return {
setUpAll: function () {
opts.allPlans = true;
opts.verbosePlans = true;
cleanup();
try {
gm._drop(gn);
} catch (e) {
// It is expected that this graph does not exist.
}
vc = db._create(vn, { numberOfShards: 4 });
ec = db._createEdgeCollection(en, { numberOfShards: 4 });
var ec2 = db._createEdgeCollection(en2, { numberOfShards: 4 });
gm._create(gn, [gm._relation(en, vn, vn), gm._relation(en2, vn, vn)]);
vertex.A = vc.save({ _key: 'A' })._id;
vertex.B = vc.save({ _key: 'B' })._id;
vertex.C = vc.save({ _key: 'C' })._id;
vertex.D = vc.save({ _key: 'D' })._id;
vertex.E = vc.save({ _key: 'E' })._id;
edge.AB = ec.save(vertex.A, vertex.B, {})._id;
edge.CA = ec.save(vertex.C, vertex.A, {})._id;
edge.AD = ec2.save(vertex.A, vertex.D, {})._id;
edge.EA = ec2.save(vertex.E, vertex.A, {})._id;
},
tearDownAll: function () {
gm._drop(gn);
db._drop(vn);
db._drop(en);
db._drop(en2);
cleanup();
},
testTwoVertexCollectionsInOutbound: function () {
/* this test is intended to trigger the clone functionality. */
var expectResult = ['B', 'C', 'D', 'E'];
var query = 'FOR x IN ANY @startId GRAPH @graph SORT x._id RETURN x._key';
var bindVars = {
graph: gn,
startId: vertex.A
};
var result = db._query(query, bindVars).toArray();
assertEqual(result, expectResult, query);
var plans = AQL_EXPLAIN(query, bindVars, opts).plans;
plans.forEach(function (plan) {
var jsonResult = AQL_EXECUTEJSON(plan, { optimizer: { rules: ['-all'] } }).json;
assertEqual(jsonResult, result, query);
});
}
};
}
function potentialErrorsSuite() {
var vc, ec;
return {
setUpAll: function () {
cleanup();
vc = db._create(vn);
ec = db._createEdgeCollection(en);
vertex.A = vn + '/unknown';
vertex.B = vc.save({ _key: 'B' })._id;
vertex.C = vc.save({ _key: 'C' })._id;
ec.save(vertex.B, vertex.C, {});
},
tearDownAll: cleanup,
testNonIntegerSteps: function () {
var query = 'FOR x IN 2.5 OUTBOUND @startId @@eCol RETURN x';
var bindVars = {
'@eCol': en,
'startId': vertex.A
};
try {
db._query(query, bindVars).toArray();
fail();
} catch (e) {
assertEqual(e.errorNum, errors.ERROR_QUERY_PARSE.code);
}
},
testNonNumberSteps: function () {
var query = 'FOR x IN "invalid" OUTBOUND @startId @@eCol RETURN x';
var bindVars = {
'@eCol': en,
'startId': vertex.A
};
try {
db._query(query, bindVars).toArray();
fail();
} catch (e) {
assertEqual(e.errorNum, errors.ERROR_QUERY_PARSE.code);
}
},
testMultiDirections: function () {
var query = 'FOR x IN OUTBOUND ANY @startId @@eCol RETURN x';
var bindVars = {
'@eCol': en,
'startId': vertex.A
};
try {
db._query(query, bindVars).toArray();
fail();
} catch (e) {
assertEqual(e.errorNum, errors.ERROR_QUERY_PARSE.code);
}
},
testNoCollections: function () {
var query = 'FOR x IN OUTBOUND @startId RETURN x';
var bindVars = {
'startId': vertex.A
};
try {
db._query(query, bindVars).toArray();
fail();
} catch (e) {
assertEqual(e.errorNum, errors.ERROR_QUERY_PARSE.code);
}
},
testNoStartVertex: function () {
var query = 'FOR x IN OUTBOUND @@eCol RETURN x';
var bindVars = {
'@eCol': en
};
try {
db._query(query, bindVars).toArray();
fail();
} catch (e) {
assertEqual(e.errorNum, errors.ERROR_QUERY_PARSE.code);
}
},
testTooManyOutputParameters: function () {
var query = 'FOR x, y, z, f IN OUTBOUND @startId @@eCol RETURN x';
var bindVars = {
'@eCol': en,
'startId': vertex.A
};
try {
db._query(query, bindVars).toArray();
fail();
} catch (e) {
assertEqual(e.errorNum, errors.ERROR_QUERY_PARSE.code);
}
},
testTraverseVertexCollection: function () {
var query = 'FOR x IN OUTBOUND @startId @@eCol, @@vCol RETURN x';
var bindVars = {
'@eCol': en,
'@vCol': vn,
'startId': vertex.A
};
try {
db._query(query, bindVars).toArray();
fail(query + ' should not be allowed');
} catch (e) {
assertEqual(e.errorNum, errors.ERROR_ARANGO_COLLECTION_TYPE_INVALID.code);
}
},
testStartWithSubquery: function () {
var query = 'FOR x IN OUTBOUND (FOR y IN @@vCol SORT y._id LIMIT 3 RETURN y) @@eCol SORT x._id RETURN x';
var bindVars = {
'@eCol': en,
'@vCol': vn
};
var x = db._query(query, bindVars);
var result = x.toArray();
var extra = x.getExtra();
assertEqual(result, []);
assertEqual(extra.warnings.length, 1);
},
testStepsSubquery: function () {
var query = `WITH ${vn}
FOR x IN (FOR y IN 1..1 RETURN y) OUTBOUND @startId @@eCol
RETURN x`;
var bindVars = {
'@eCol': en,
'startId': vertex.A
};
try {
db._query(query, bindVars).toArray();
fail();
} catch (e) {
assertEqual(e.errorNum, errors.ERROR_QUERY_PARSE.code);
}
},
testCrazyStart1: function () {
var query = `WITH ${vn}
FOR x IN OUTBOUND null @@eCol
RETURN x`;
var bindVars = {
'@eCol': en
};
try {
db._query(query, bindVars).toArray();
fail();
} catch (e) {
assertEqual(e.errorNum, errors.ERROR_QUERY_PARSE.code);
}
},
testCrazyStart2: function () {
var query = `WITH ${vn}
FOR x IN OUTBOUND 1 @@eCol
RETURN x`;
var bindVars = {
'@eCol': en
};
try {
db._query(query, bindVars).toArray();
fail();
} catch (e) {
assertEqual(e.errorNum, errors.ERROR_QUERY_PARSE.code);
}
},
testCrazyStart3: function () {
var query = `WITH ${vn}
FOR x IN OUTBOUND [] @@eCol
RETURN x`;
var bindVars = {
'@eCol': en
};
var x = db._query(query, bindVars);
var result = x.toArray();
var extra = x.getExtra();
assertEqual(result, []);
assertEqual(extra.warnings.length, 1);
},
testCrazyStart4: function () {
var query = `WITH ${vn}
FOR x IN OUTBOUND "foobar" @@eCol
RETURN x`;
var bindVars = {
'@eCol': en
};
var x = db._query(query, bindVars);
var result = x.toArray();
var extra = x.getExtra();
assertEqual(result, []);
assertEqual(extra.warnings.length, 1);
},
testCrazyStart5: function () {
var query = `WITH ${vn}
FOR x IN OUTBOUND {foo: "bar"} @@eCol
RETURN x`;
var bindVars = {
'@eCol': en
};
var x = db._query(query, bindVars);
var result = x.toArray();
var extra = x.getExtra();
assertEqual(result, []);
assertEqual(extra.warnings.length, 0);
},
testCrazyStart6: function () {
var query = `WITH ${vn}
FOR x IN OUTBOUND {_id: @startId} @@eCol
RETURN x._id`;
var bindVars = {
'startId': vertex.B,
'@eCol': en
};
var result = db._query(query, bindVars).toArray();
assertEqual(result.length, 1);
assertEqual(result[0], vertex.C);
},
testCrazyStart7: function () {
var query = `FOR x IN OUTBOUND
(FOR y IN @@vCol FILTER y._id == @startId RETURN y) @@eCol
RETURN x._id`;
var bindVars = {
'startId': vertex.B,
'@eCol': en,
'@vCol': vn
};
var x = db._query(query, bindVars);
var result = x.toArray();
var extra = x.getExtra();
assertEqual(result, []);
assertEqual(extra.warnings.length, 1);
// Fix the query, just use the first value
query = `WITH ${vn}
FOR x IN OUTBOUND
(FOR y IN @@vCol FILTER y._id == @startId RETURN y)[0] @@eCol
RETURN x._id`;
result = db._query(query, bindVars).toArray();
assertEqual(result.length, 1);
assertEqual(result[0], vertex.C);
},
testCrazyStart8: function () {
var query = `WITH ${vn}
FOR x IN OUTBOUND
(FOR y IN @@eCol FILTER y._id == @startId RETURN "peter") @@eCol
RETURN x._id`;
var bindVars = {
'startId': vertex.A,
'@eCol': en
};
var x = db._query(query, bindVars);
var result = x.toArray();
var extra = x.getExtra();
assertEqual(result, []);
assertEqual(extra.warnings.length, 1);
// Actually use the string!
query = `WITH ${vn}
FOR x IN OUTBOUND
(FOR y IN @@eCol FILTER y._id == @startId RETURN "peter")[0] @@eCol
RETURN x._id`;
result = db._query(query, bindVars).toArray();
assertEqual(result.length, 0);
}
};
}
function complexInternaSuite() {
var ruleName = 'optimize-traversals';
var paramEnabled = { optimizer: { rules: ['-all', '+' + ruleName] } };
var opts = _.clone(paramEnabled);
return {
setUp: function () {
opts.allPlans = true;
opts.verbosePlans = true;
cleanup();
createBaseGraph();
},
tearDown: cleanup,
testUnknownVertexCollection: function () {
const vn2 = 'UnitTestVertexCollectionOther';
db._drop(vn2);
const vc2 = db._create(vn2);
vc.save({ _key: '1' });
vc2.save({ _key: '1' });
ec.save(vn + '/1', vn2 + '/1', {});
var query = `WITH ${vn2}
FOR x IN OUTBOUND @startId @@eCol
RETURN x`;
var bindVars = {
'@eCol': en,
'startId': vn + '/1'
};
// NOTE: vn2 is not explicitly named in AQL
var result = db._query(query, bindVars).toArray();
assertEqual(result.length, 1);
assertEqual(result[0]._id, vn2 + '/1');
db._drop(vn2);
},
testStepsFromLet: function () {
var query = `WITH ${vn}
LET s = 1
FOR x IN s OUTBOUND @startId @@eCol
RETURN x`;
var bindVars = {
'@eCol': en,
'startId': vertex.A
};
var result = db._query(query, bindVars).toArray();
assertEqual(result.length, 1);
assertEqual(result[0]._id, vertex.B);
},
testMultipleBlocksResult: function () {
var query = `WITH ${vn}
FOR x IN OUTBOUND @startId @@eCol
SORT x._key RETURN x`;
var amount = 10000;
var startId = vn + '/test';
var bindVars = {
'@eCol': en,
'startId': startId
};
vc.save({ _key: startId.split('/')[1] });
// Insert amount many edges and vertices into the collections.
for (var i = 0; i < amount; ++i) {
var tmp = vc.save({ _key: '' + i })._id;
ec.save(startId, tmp, {});
}
// Check that we can get all of them out again.
var result = db._query(query, bindVars).toArray();
// Internally: The Query selects elements in chunks, check that nothing is lost.
assertEqual(result.length, amount);
var plans = AQL_EXPLAIN(query, bindVars, opts).plans;
plans.forEach(function (plan) {
var jsonResult = AQL_EXECUTEJSON(plan, { optimizer: { rules: ['-all'] } }).json;
assertEqual(jsonResult, result, query);
});
},
testSkipSome: function () {
var query = `WITH ${vn}
FOR x, e, p IN 1..2 OUTBOUND @startId @@eCol
LIMIT 4, 100
RETURN p.vertices[1]._key`;
var startId = vn + '/test';
var bindVars = {
'@eCol': en,
'startId': startId
};
vc.save({ _key: startId.split('/')[1] });
// Insert amount many edges and vertices into the collections.
for (var i = 0; i < 3; ++i) {
var tmp = vc.save({ _key: '' + i })._id;
ec.save(startId, tmp, {});
for (var k = 0; k < 3; ++k) {
var tmp2 = vc.save({ _key: '' + i + '_' + k })._id;
ec.save(tmp, tmp2, {});
}
}
// Check that we can get all of them out again.
var result = db._query(query, bindVars).toArray();
// Internally: The Query selects elements in chunks, check that nothing is lost.
assertEqual(result.length, 8);
// Each of the 3 parts of this graph contains of 4 nodes, one connected to the start.
// And 3 connected to the first one. As we do a depth first traversal we expect to skip
// exactly one sub-tree. Therefor we expect exactly two sub-trees to be traversed.
var seen = {};
for (var r of result) {
if (!seen.hasOwnProperty(r)) {
seen[r] = true;
}
}
assertEqual(Object.keys(seen).length, 2);
var plans = AQL_EXPLAIN(query, bindVars, opts).plans;
plans.forEach(function (plan) {
var jsonResult = AQL_EXECUTEJSON(plan, { optimizer: { rules: ['-all'] } }).json;
assertEqual(jsonResult, result, query);
});
},
testManyResults: function () {
var query = `WITH ${vn}
FOR x IN OUTBOUND @startId @@eCol
RETURN x._key`;
var startId = vn + '/many';
var bindVars = {
'@eCol': en,
'startId': startId
};
vc.save({ _key: startId.split('/')[1] });
var amount = 10000;
for (var i = 0; i < amount; ++i) {
var _id = vc.save({});
ec.save(startId, _id, {});
}
var result = db._query(query, bindVars);
var found = 0;
// Count has to be correct
assertEqual(result.count(), amount);
while (result.hasNext()) {
result.next();
++found;
}
// All elements must be enumerated
assertEqual(found, amount);
},
testTailRecursion: function () {
// This test is to make sure their is no
// inifinite callstack in getSome() API
let query = `
WITH ${vn}
FOR id IN 0..100000
FOR v IN OUTBOUND CONCAT("${vn}/foobar", id) ${en}
RETURN v
`;
let res = db._query(query);
assertEqual(res.count(), 0);
// With inifinit callstack in getSome this
// test will segfault
},
testEdgeOptimizeAboveMinDepth: function () {
// The query should return depth 1
// Because edges[1] == null => null != edge.BC => ok
// And not depth 2/3 because edges[1]._id == edge.BC => not okay
let query = `
WITH ${vn}
FOR v, e, p IN 1..3 OUTBOUND "${vn}/A" ${en}
FILTER p.edges[1]._id != "${edge.BC}"
RETURN v._id`;
let res = db._query(query);
assertEqual(res.count(), 1);
assertEqual(res.toArray(), [vertex.B]);
},
testVertexOptimizeAboveMinDepth: function () {
// The query should return depth 1
// Because vertices[2] == null => null != vertex.C => ok
// And not depth 2/3 because vertices[3]._id == vertex.C => not okay
let query = `
WITH ${vn}
FOR v, e, p IN 1..3 OUTBOUND "${vn}/A" ${en}
FILTER p.vertices[2]._id != "${vertex.C}"
RETURN v._id`;
let res = db._query(query);
assertEqual(res.count(), 1);
assertEqual(res.toArray(), [vertex.B]);
},
testPathOptimizeAboveMinDepth: function () {
// The query should return depth 1
// Because vertices[2] == null => null != vertex.C => ok
// And not depth 2/3 because vertices[3]._id == vertex.C => not okay
let query = `
WITH ${vn}
FOR v, e, p IN 1..3 OUTBOUND "${vn}/A" ${en}
FILTER p.edges[1]._id != "${edge.BC}"
FILTER p.vertices[2]._id != "${vertex.C}"
RETURN v._id`;
let res = db._query(query);
assertEqual(res.count(), 1);
assertEqual(res.toArray(), [vertex.B]);
},
testLargeMaxDepth: function () {
let query = `
WITH ${vn}
FOR v, e, p IN 1..4294967295 OUTBOUND "${vn}/A" ${en}
FILTER p.edges[1]._id != "${edge.BC}"
FILTER p.vertices[2]._id != "${vertex.C}"
RETURN v._id`;
let res = db._query(query);
assertEqual(res.count(), 1);
assertEqual(res.toArray(), [vertex.B]);
},
testInt64MaxMaxDepth: function () {
let query = `
WITH ${vn}
FOR v, e, p IN 1..9223372036854775807 OUTBOUND "${vn}/A" ${en}
FILTER p.edges[1]._id != "${edge.BC}"
FILTER p.vertices[2]._id != "${vertex.C}"
RETURN v._id`;
let res = db._query(query);
assertEqual(res.count(), 1);
assertEqual(res.toArray(), [vertex.B]);
},
testEvenLargerMaxDepth: function () {
let query = `
WITH ${vn}
FOR v, e, p IN 1..18446744073709551615 OUTBOUND "${vn}/A" ${en}
FILTER p.edges[1]._id != "${edge.BC}"
FILTER p.vertices[2]._id != "${vertex.C}"
RETURN v._id`;
try {
db._query(query);
fail();
} catch (e) {
assertEqual(e.errorNum, errors.ERROR_QUERY_PARSE.code);
}
},
testNegativeMinDepth: function () {
let query = `
WITH ${vn}
FOR v, e, p IN -1..3 OUTBOUND "${vn}/A" ${en}
FILTER p.edges[1]._id != "${edge.BC}"
FILTER p.vertices[2]._id != "${vertex.C}"
RETURN v._id`;
try {
db._query(query);
fail();
} catch (e) {
assertEqual(e.errorNum, errors.ERROR_QUERY_PARSE.code);
}
},
testNegativeMaxDepth: function () {
let query = `
WITH ${vn}
FOR v, e, p IN 1..-3 OUTBOUND "${vn}/A" ${en}
FILTER p.edges[1]._id != "${edge.BC}"
FILTER p.vertices[2]._id != "${vertex.C}"
RETURN v._id`;
try {
db._query(query);
fail();
} catch (e) {
assertEqual(e.errorNum, errors.ERROR_QUERY_PARSE.code);
}
},
};
}
function optimizeInSuite() {
var ruleName = 'optimize-traversals';
var startId = vn + '/optIn';
return {
setUpAll: function () {
cleanup();
vc = db._create(vn, { numberOfShards: 4 });
ec = db._createEdgeCollection(en, { numberOfShards: 4 });
vc.save({ _key: startId.split('/')[1] });
for (var i = 0; i < 100; ++i) {
var tmp = vc.save({ _key: 'tmp' + i, value: i });
ec.save(startId, tmp._id, { _key: 'tmp' + i, value: i });
for (var j = 0; j < 100; ++j) {
var innerTmp = vc.save({ _key: 'innertmp' + i + '_' + j });
ec.save(tmp._id, innerTmp._id, {});
}
}
},
tearDownAll: cleanup,
testSingleOptimize: function () {
internal.waitForEstimatorSync(); // make sure estimates are consistent
var vertexQuery = `WITH ${vn}
FOR v, e, p IN 2 OUTBOUND @startId @@eCol
FILTER p.vertices[1]._key IN @keys
RETURN v._key`;
var edgeQuery = `WITH ${vn}
FOR v, e, p IN 2 OUTBOUND @startId @@eCol
FILTER p.edges[0]._key IN @keys
RETURN v._key`;
var bindVars = {
'@eCol': en,
'startId': startId,
'keys': ['tmp0', 'tmp1', 'tmp2', 'tmp3', 'tmp4', 'tmp5', 'tmp6', 'tmp7', 'tmp8', 'tmp9']
};
var result = db._query(vertexQuery, bindVars);
var extra = result.getExtra();
// We have only 10 valid elements in the array.
assertEqual(extra.stats.filtered, 90);
assertEqual(result.count(), 1000);
result = db._query(edgeQuery, bindVars);
extra = result.getExtra();
if (isCluster) {
// The cluster uses a different index no filtering on _key
// this unfortunately depends on the storage engine used
assertTrue(extra.stats.filtered === 90 || extra.stats.filtered === 0);
} else {
// We have only 10 valid elements in the array.
assertEqual(extra.stats.filtered, 0);
}
assertEqual(result.count(), 1000);
// if the rule is disabled we expect to do way more filtering
var noOpt = { optimizer: { rules: ['-all'] } };
result = db._query(vertexQuery, bindVars, {}, noOpt);
extra = result.getExtra();
// For each vertex not in the list we filter once for every connected edge
assertEqual(extra.stats.filtered, 90 * 100);
assertEqual(result.count(), 1000);
result = db._query(edgeQuery, bindVars, {}, noOpt);
extra = result.getExtra();
// For each vertex not in the list we filter once for every connected edge
assertEqual(extra.stats.filtered, 90 * 100);
assertEqual(result.count(), 1000);
},
testCombinedAndOptimize: function () {
internal.waitForEstimatorSync(); // make sure estimates are consistent
var vertexQuery = `WITH ${vn}
FOR v, e, p IN 2 OUTBOUND @startId @@eCol
FILTER p.vertices[1]._key IN @keys
AND p.vertices[1].value IN @values
RETURN v._key`;
var edgeQuery = `WITH ${vn}
FOR v, e, p IN 2 OUTBOUND @startId @@eCol
FILTER p.edges[0]._key IN @keys
AND p.edges[0].value IN @values
RETURN v._key`;
var mixedQuery1 = `WITH ${vn}
FOR v, e, p IN 2 OUTBOUND @startId @@eCol
FILTER p.edges[0]._key IN @keys
AND p.vertices[1].value IN @values
RETURN v._key`;
var mixedQuery2 = `WITH ${vn}
FOR v, e, p IN 2 OUTBOUND @startId @@eCol
FILTER p.vertices[1]._key IN @keys
AND p.edges[0].value IN @values
RETURN v._key`;
var bindVars = {
'@eCol': en,
'startId': startId,
'keys': ['tmp0', 'tmp1', 'tmp2', 'tmp3', 'tmp4', 'tmp5', 'tmp6', 'tmp7', 'tmp8', 'tmp9'],
'values': [0, 1, 2, 3, 4, 5, 6, 7, 8, 9]
};
var result = db._query(vertexQuery, bindVars);
var extra = result.getExtra();
// We have only 10 valid elements in the array.
assertEqual(extra.stats.filtered, 90);
assertEqual(result.count(), 1000);
result = db._query(edgeQuery, bindVars);
extra = result.getExtra();
if (isCluster) {
// The cluster uses a different index no filtering on _key
// this unfortunately depends on the storage engine used
assertTrue(extra.stats.filtered === 90 || extra.stats.filtered === 0);
} else {
// We have only 10 valid elements in the array.
assertEqual(extra.stats.filtered, 0);
}
assertEqual(result.count(), 1000);
result = db._query(mixedQuery1, bindVars);
extra = result.getExtra();
if (isCluster) {
// The cluster uses a different index no filtering on _key
// this unfortunately depends on the storage engine used
assertTrue(extra.stats.filtered === 90 || extra.stats.filtered === 0);
} else {
// We have only 10 valid elements in the array.
assertEqual(extra.stats.filtered, 0);
}
assertEqual(result.count(), 1000);
result = db._query(mixedQuery2, bindVars);
extra = result.getExtra();
// We have only 10 valid elements in the array.
assertEqual(extra.stats.filtered, 90);
assertEqual(result.count(), 1000);
// if the rule is disabled we expect to do way more filtering
var noOpt = { optimizer: { rules: ['-all'] } };
result = db._query(vertexQuery, bindVars, {}, noOpt);
extra = result.getExtra();
// For each vertex not in the list we filter once for every connected edge
assertEqual(extra.stats.filtered, 90 * 100);
assertEqual(result.count(), 1000);
result = db._query(edgeQuery, bindVars, {}, noOpt);
extra = result.getExtra();
// For each vertex not in the list we filter once for every connected edge
assertEqual(extra.stats.filtered, 90 * 100);
assertEqual(result.count(), 1000);
result = db._query(mixedQuery1, bindVars, {}, noOpt);
extra = result.getExtra();
// For each vertex not in the list we filter once for every connected edge
assertEqual(extra.stats.filtered, 90 * 100);
assertEqual(result.count(), 1000);
result = db._query(mixedQuery2, bindVars, {}, noOpt);
extra = result.getExtra();
// For each vertex not in the list we filter once for every connected edge
assertEqual(extra.stats.filtered, 90 * 100);
assertEqual(result.count(), 1000);
},
testCombinedNoOptimize: function () {
var vertexQuery = `WITH ${vn}
FOR v, e, p IN 2 OUTBOUND @startId @@eCol
FILTER @obj IN p.vertices
RETURN [v, e, p]`;
var edgeQuery = `WITH ${vn}
FOR v, e, p IN 2 OUTBOUND @startId @@eCol
FILTER @obj IN p.edges
RETURN [v, e, p]`;
var bindVars = {
'@eCol': en,
'startId': startId,
'obj': { '_key': 'tmp0', 'value': 0 }
};
var noOpt = { optimizer: { rules: ['-all'] } };
var opt = { optimizer: { rules: ['-all', '+' + ruleName] } };
var optPlans = AQL_EXPLAIN(vertexQuery, bindVars, opt).plan;
var noOptPlans = AQL_EXPLAIN(vertexQuery, bindVars, noOpt).plan;
assertEqual(optPlans.rules, []);
// This query cannot be optimized by traversal rule
assertEqual(roundCost(optPlans), roundCost(noOptPlans));
optPlans = AQL_EXPLAIN(edgeQuery, bindVars, opt).plan;
noOptPlans = AQL_EXPLAIN(edgeQuery, bindVars, noOpt).plan;
assertEqual(optPlans.rules, []);
// This query cannot be optimized by traversal rule
assertEqual(roundCost(optPlans), roundCost(noOptPlans));
}
};
}
function complexFilteringSuite() {
/* *********************************************************************
* Graph under test:
*
* C <- B <- A -> D -> E
* F <--| |--> G
*
*
* Tri1 --> Tri2
* ^ |
* |--Tri3<-|
*
*
***********************************************************************/
return {
setUpAll: function () {
cleanup();
var vc = db._create(vn, { numberOfShards: 4 });
var ec = db._createEdgeCollection(en, { numberOfShards: 4 });
vertex.A = vc.save({ _key: 'A', left: false, right: false })._id;
vertex.B = vc.save({ _key: 'B', left: true, right: false, value: 25 })._id;
vertex.C = vc.save({ _key: 'C', left: true, right: false })._id;
vertex.D = vc.save({ _key: 'D', left: false, right: true, value: 75 })._id;
vertex.E = vc.save({ _key: 'E', left: false, right: true })._id;
vertex.F = vc.save({ _key: 'F', left: true, right: false })._id;
vertex.G = vc.save({ _key: 'G', left: false, right: true })._id;
edge.AB = ec.save(vertex.A, vertex.B, { left: true, right: false })._id;
edge.BC = ec.save(vertex.B, vertex.C, { left: true, right: false })._id;
edge.AD = ec.save(vertex.A, vertex.D, { left: false, right: true })._id;
edge.DE = ec.save(vertex.D, vertex.E, { left: false, right: true })._id;
edge.BF = ec.save(vertex.B, vertex.F, { left: true, right: false })._id;
edge.DG = ec.save(vertex.D, vertex.G, { left: false, right: true })._id;
vertex.Tri1 = vc.save({ _key: 'Tri1', isLoop: true })._id;
vertex.Tri2 = vc.save({ _key: 'Tri2', isLoop: true })._id;
vertex.Tri3 = vc.save({ _key: 'Tri3', isLoop: true })._id;
edge.Tri12 = ec.save(vertex.Tri1, vertex.Tri2, { isLoop: true })._id;
edge.Tri23 = ec.save(vertex.Tri2, vertex.Tri3, { isLoop: true })._id;
edge.Tri31 = ec.save(vertex.Tri3, vertex.Tri1, { isLoop: true, lateLoop: true })._id;
},
tearDownAll: cleanup,
testVertexEarlyPruneHighDepth: function () {
var query = `WITH ${vn}
FOR v, e, p IN 100 OUTBOUND @start @@eCol
FILTER p.vertices[1]._key == "wrong"
RETURN v`;
var bindVars = {
'@eCol': en,
'start': vertex.Tri1
};
var cursor = db._query(query, bindVars);
assertEqual(cursor.count(), 0);
var stats = cursor.getExtra().stats;
assertEqual(stats.scannedFull, 0);
// 1 Primary (Tri1)
// 1 Edge (Tri1->Tri2)
// 1 Primary (Tri2)
if (mmfilesEngine) {
assertEqual(stats.scannedIndex, 2);
} else {
assertEqual(stats.scannedIndex, 1);
}
assertEqual(stats.filtered, 1);
},
testStartVertexEarlyPruneHighDepth: function () {
var query = `WITH ${vn}
FOR v, e, p IN 100 OUTBOUND @start @@eCol
FILTER p.vertices[0]._key == "wrong"
RETURN v`;
var bindVars = {
'@eCol': en,
'start': vertex.Tri1
};
var cursor = db._query(query, bindVars);
assertEqual(cursor.count(), 0);
var stats = cursor.getExtra().stats;
assertEqual(stats.scannedFull, 0);
// 1 Primary (Tri1)
assertEqual(stats.scannedIndex, 1);
assertEqual(stats.filtered, 1);
},
testEdgesEarlyPruneHighDepth: function () {
var query = `WITH ${vn}
FOR v, e, p IN 100 OUTBOUND @start @@eCol
FILTER p.edges[0]._key == "wrong"
RETURN v`;
var bindVars = {
'@eCol': en,
'start': vertex.Tri1
};
var cursor = db._query(query, bindVars);
assertEqual(cursor.count(), 0);
var stats = cursor.getExtra().stats;
assertEqual(stats.scannedFull, 0);
// The lookup will be using the primary Index.
// It will find 0 elements.
if (mmfilesEngine) {
assertEqual(stats.scannedIndex, 1);
assertEqual(stats.filtered, 1);
} else {
assertEqual(stats.scannedIndex, 0);
assertEqual(stats.filtered, 0);
}
},
testVertexLevel0: function () {
var query = `WITH ${vn}
FOR v, e, p IN 1..2 OUTBOUND @start @@ecol
FILTER p.vertices[0].left == true
SORT v._key
RETURN v._key`;
var bindVars = {
'@ecol': en,
start: vertex.A
};
var cursor = db._query(query, bindVars);
assertEqual(cursor.count(), 0);
var stats = cursor.getExtra().stats;
assertEqual(stats.scannedFull, 0);
// 1 Primary (A)
// 0 Edge
assertEqual(stats.scannedIndex, 1);
// 1 Filter (A)
assertEqual(stats.filtered, 1);
},
testVertexLevel1: function () {
var query = `WITH ${vn}
FOR v, e, p IN 1..2 OUTBOUND @start @@ecol
FILTER p.vertices[1].left == true
SORT v._key
RETURN v._key`;
var bindVars = {
'@ecol': en,
start: vertex.A
};
var cursor = db._query(query, bindVars);
assertEqual(cursor.count(), 3);
assertEqual(cursor.toArray(), ['B', 'C', 'F']);
var stats = cursor.getExtra().stats;
assertEqual(stats.scannedFull, 0);
if (isCluster) {
// 1 Primary lookup A
// 2 Edge Lookups (A)
// 2 Primary lookup B,D
// 2 Edge Lookups (2 B) (0 D)
// 2 Primary Lookups (C, F)
if (mmfilesEngine) {
assertTrue(stats.scannedIndex <= 9);
} else {
assertTrue(stats.scannedIndex <= 5);
}
} else {
// 2 Edge Lookups (A)
// 2 Primary (B, D) for Filtering
// 2 Edge Lookups (B)
// All edges are cached
// 1 Primary Lookups A -> B (B cached)
// 1 Primary Lookups A -> B -> C (A, B cached)
// 1 Primary Lookups A -> B -> F (A, B cached)
// With traverser-read-cache
// assertEqual(stats.scannedIndex, 9);
// Without traverser-read-cache
assertTrue(stats.scannedIndex <= 17);
/*
if(mmfilesEngine){
assertEqual(stats.scannedIndex, 17);
} else {
assertEqual(stats.scannedIndex, 13);
}
*/
}
// 1 Filter On D
assertEqual(stats.filtered, 1);
},
testVertexLevel2: function () {
var query = `WITH ${vn}
FOR v, e, p IN 1..2 OUTBOUND @start @@ecol
FILTER p.vertices[2].left == true
SORT v._key
RETURN v._key`;
var bindVars = {
'@ecol': en,
start: vertex.A
};
var cursor = db._query(query, bindVars);
// We expect to find C, F
// B and D will be post filtered
assertEqual(cursor.count(), 2);
assertEqual(cursor.toArray(), ['C', 'F']);
var stats = cursor.getExtra().stats;
assertEqual(stats.scannedFull, 0);
if (isCluster) {
// 1 Primary lookup A
// 2 Primary lookup B,D
// 4 Primary Lookups (C, F, E, G)
if (mmfilesEngine) {
assertTrue(stats.scannedIndex <= 13);
} else {
assertTrue(stats.scannedIndex <= 7);
}
} else {
// 2 Edge Lookups (A)
// 4 Edge Lookups (2 B) (2 D)
// 4 Primary Lookups for Eval (C, E, G, F)
// 2 Primary Lookups A -> B (A, B)
// 1 Primary Lookups A -> D (D)
// 0 Primary Lookups A -> B -> C
// 0 Primary Lookups A -> B -> F
// Without traverser-read-cache
// assertEqual(stats.scannedIndex, 13);
// With traverser-read-cache
assertTrue(stats.scannedIndex <= 24);
/*
if(mmfilesEngine){
assertEqual(stats.scannedIndex, 24);
} else {
assertEqual(stats.scannedIndex, 18);
}
*/
}
// 2 Filter (B, C) too short
// 2 Filter (E, G)
assertTrue(stats.filtered <= 4);
},
testVertexLevelsCombined: function () {
var query = `WITH ${vn}
FOR v, e, p IN 1..2 OUTBOUND @start @@ecol
FILTER p.vertices[1].right == true
FILTER p.vertices[2].left == true
SORT v._key
RETURN v._key`;
var bindVars = {
'@ecol': en,
start: vertex.A
};
var cursor = db._query(query, bindVars);
// Everything should be filtered, no results
assertEqual(cursor.count(), 0);
var stats = cursor.getExtra().stats;
assertEqual(stats.scannedFull, 0);
if (isCluster) {
// 2 Edge Lookups (A)
// 2 Primary lookup B,D
// 2 Edge Lookups (0 B) (2 D)
// 2 Primary Lookups (E, G)
if (mmfilesEngine) {
assertTrue(stats.scannedIndex <= 9);
} else {
assertTrue(stats.scannedIndex <= 5);
}
} else {
// 2 Edge Lookups (A)
// 2 Primary Lookups for Eval (B, D)
// 2 Edge Lookups (0 B) (2 D)
// 2 Primary Lookups for Eval (E, G)
// 1 Primary Lookups A -> D
// With traverser-read-cache
// assertEqual(stats.scannedIndex, 9);
// Without traverser-read-cache
assertTrue(stats.scannedIndex <= 11);
/*
if(mmfilesEngine){
assertEqual(stats.scannedIndex, 11);
} else {
assertEqual(stats.scannedIndex, 7);
}
*/
}
// 2 Filter (B, D) too short
// 2 Filter (E, G)
assertTrue(stats.filtered <= 4);
},
testEdgeLevel0: function () {
var query = `WITH ${vn}
FOR v, e, p IN 1..2 OUTBOUND @start @@ecol
FILTER p.edges[0].left == true
SORT v._key
RETURN v._key`;
var bindVars = {
'@ecol': en,
start: vertex.A
};
var cursor = db._query(query, bindVars);
assertEqual(cursor.count(), 3);
assertEqual(cursor.toArray(), ['B', 'C', 'F']);
var stats = cursor.getExtra().stats;
assertEqual(stats.scannedFull, 0);
if (isCluster) {
// 2 Edge
// 1 Primary (B)
// 2 Edge
// 2 Primary (C,F)
if (mmfilesEngine) {
assertTrue(stats.scannedIndex <= 8);
} else {
assertTrue(stats.scannedIndex <= 4);
}
} else {
// 2 Edge Lookups (A)
// 2 Edge Lookups (B)
// 2 Primary Lookups A -> B
// 1 Primary Lookups A -> B -> C
// 1 Primary Lookups A -> B -> F
// With traverser-read-cache
// assertEqual(stats.scannedIndex, 8);
// Without traverser-read-cache
assertTrue(stats.scannedIndex <= 15);
/*
if (mmfilesEngine){
assertEqual(stats.scannedIndex, 15);
} else {
assertEqual(stats.scannedIndex, 11);
}
*/
}
// 1 Filter (A->D)
assertEqual(stats.filtered, 1);
},
testEdgeLevel1: function () {
var query = `WITH ${vn}
FOR v, e, p IN 1..2 OUTBOUND @start @@ecol
FILTER p.edges[1].left == true
SORT v._key
RETURN v._key`;
var bindVars = {
'@ecol': en,
start: vertex.A
};
var cursor = db._query(query, bindVars);
assertEqual(cursor.count(), 2);
assertEqual(cursor.toArray(), ['C', 'F']);
var stats = cursor.getExtra().stats;
assertEqual(stats.scannedFull, 0);
if (isCluster) {
// 2 Edge Lookups (A)
// 4 Edge Lookups (2 B) (2 D)
// 2 Primary Lookups (C, F)
// It may be that B or D are fetched accidentially
// they may be inserted in the vertexToFetch list, which
// lazy loads all vertices in it.
if (stats.scannedIndex !== 8) {
if (mmfilesEngine) {
assertTrue(stats.scannedIndex <= 11);
} else {
assertTrue(stats.scannedIndex <= 5);
}
}
} else {
// 2 Edge Lookups (A)
// 4 Edge Lookups (2 B) (2 D)
// 2 Primary Lookups A -> B
// 1 Primary Lookups A -> D
// 1 Primary Lookups A -> B -> C
// 1 Primary Lookups A -> B -> F
// With traverser-read-cache
// assertEqual(stats.scannedIndex, 11);
// Without traverser-read-cache
assertTrue(stats.scannedIndex <= 20);
/*
if(mmfilesEngine){
assertEqual(stats.scannedIndex, 20);
} else {
assertEqual(stats.scannedIndex, 14);
}
*/
}
// 2 Filter On (B, D) too short
// 2 Filter On (D->E, D->G)
assertTrue(stats.filtered <= 4);
},
testVertexLevel1Less: function () {
var filters = [
'FILTER p.vertices[1].value <= 50',
'FILTER p.vertices[1].value <= 25',
'FILTER 25 >= p.vertices[1].value',
'FILTER 50 >= p.vertices[1].value',
'FILTER p.vertices[1].value < 50',
'FILTER p.vertices[1].value < 75',
'FILTER 75 > p.vertices[1].value',
'FILTER 50 > p.vertices[1].value'
];
for (var f of filters) {
var query = `WITH ${vn}
FOR v, e, p IN 1..2 OUTBOUND @start @@ecol
${f}
SORT v._key
RETURN v._key`;
var bindVars = {
'@ecol': en,
start: vertex.A
};
var cursor = db._query(query, bindVars);
assertEqual(cursor.count(), 3, query);
assertEqual(cursor.toArray(), ['B', 'C', 'F']);
var stats = cursor.getExtra().stats;
assertEqual(stats.scannedFull, 0);
if (isCluster) {
// 1 Primary lookup A
// 2 Edge Lookups (A)
// 2 Primary lookup B,D
// 2 Edge Lookups (2 B) (0 D)
// 2 Primary Lookups (C, F)
if (mmfilesEngine) {
assertTrue(stats.scannedIndex <= 9);
} else {
// FIXME this used to be 5 ??
assertTrue(stats.scannedIndex <= 5, stats.scannedIndex);
// assertEqual(stats.scannedIndex <= 5);
}
} else {
// Cluster uses a lookup cache.
// Pointless in single-server mode
// Makes Primary Lookups for data
// 2 Edge Lookups (A)
// 2 Primary (B, D) for Filtering
// 2 Edge Lookups (B)
// 1 Primary Lookups A -> B
// 1 Primary Lookups A -> B -> C
// 1 Primary Lookups A -> B -> F
// With traverser-read-cache
// assertEqual(stats.scannedIndex, 9);
// Without traverser-read-cache
assertTrue(stats.scannedIndex <= 17);
/*
if(mmfilesEngine){
assertEqual(stats.scannedIndex, 17);
} else {
assertEqual(stats.scannedIndex, 13);
}
*/
}
// 1 Filter On D
assertEqual(stats.filtered, 1);
}
},
testVertexLevel1Greater: function () {
var filters = [
'FILTER p.vertices[1].value > 50',
'FILTER p.vertices[1].value > 25',
'FILTER 25 < p.vertices[1].value',
'FILTER 50 < p.vertices[1].value',
'FILTER p.vertices[1].value > 50',
'FILTER p.vertices[1].value >= 75',
'FILTER 75 <= p.vertices[1].value',
'FILTER 50 < p.vertices[1].value'
];
for (var f of filters) {
var query = `WITH ${vn}
FOR v, e, p IN 1..2 OUTBOUND @start @@ecol
${f}
SORT v._key
RETURN v._key`;
var bindVars = {
'@ecol': en,
start: vertex.A
};
var cursor = db._query(query, bindVars);
assertEqual(cursor.count(), 3, query);
assertEqual(cursor.toArray(), ['D', 'E', 'G']);
var stats = cursor.getExtra().stats;
assertEqual(stats.scannedFull, 0);
if (isCluster) {
// 1 Primary lookup A
// 2 Edge Lookups (A)
// 2 Primary lookup B,D
// 2 Edge Lookups (2 B) (0 D)
// 2 Primary Lookups (C, F)
if (mmfilesEngine) {
assertTrue(stats.scannedIndex <= 9);
} else {
assertTrue(stats.scannedIndex <= 5);
}
} else {
// Cluster uses a lookup cache.
// Pointless in single-server mode
// Makes Primary Lookups for data
// 2 Edge Lookups (A)
// 2 Primary (B, D) for Filtering
// 2 Edge Lookups (B)
// 1 Primary Lookups A -> B
// 1 Primary Lookups A -> B -> C
// 1 Primary Lookups A -> B -> F
// With traverser-read-cache
// assertEqual(stats.scannedIndex, 9);
// Without traverser-read-cache
assertTrue(stats.scannedIndex <= 17);
/*
if(mmfilesEngine){
assertEqual(stats.scannedIndex, 17);
} else {
assertEqual(stats.scannedIndex, 13);
}
*/
}
// 1 Filter On D
assertEqual(stats.filtered, 1);
}
},
testModify: function () {
var query = `WITH ${vn}
FOR v, e, p IN 1..2 OUTBOUND @start @@ecol
UPDATE v WITH {updated: true} IN @@vcol
FILTER p.vertices[1].left == true
SORT v._key
RETURN v._key`;
var bindVars = {
'@ecol': en,
'@vcol': vn,
start: vertex.A
};
var cursor = db._query(query, bindVars);
assertEqual(cursor.count(), 3);
assertEqual(cursor.toArray(), ['B', 'C', 'F']);
var stats = cursor.getExtra().stats;
assertEqual(stats.writesExecuted, 6);
assertEqual(stats.scannedFull, 0);
if (isCluster) {
// 1 Primary lookup A
// 2 Edge Lookups (A)
// 2 Primary lookup B,D
// 2 Edge Lookups (2 B) (0 D)
// 2 Primary Lookups (C, F)
if (mmfilesEngine) {
assertTrue(stats.scannedIndex <= 13);
} else {
assertTrue(stats.scannedIndex <= 7);
}
} else {
// 2 Edge Lookups (A)
// 2 Primary (B, D) for Filtering
// 2 Edge Lookups (B)
// All edges are cached
// 1 Primary Lookups A -> B (B cached)
// 1 Primary Lookups A -> B -> C (A, B cached)
// 1 Primary Lookups A -> B -> F (A, B cached)
// With traverser-read-cache
// assertEqual(stats.scannedIndex, 9);
// Without traverser-read-cache
assertTrue(stats.scannedIndex <= 28);
/*
if(mmfilesEngine){
assertEqual(stats.scannedIndex, 17);
} else {
assertEqual(stats.scannedIndex, 13);
}
*/
}
// 1 Filter On D
assertEqual(stats.filtered, 3);
},
};
}
function brokenGraphSuite() {
var paramDisabled = { optimizer: { rules: ['-all'] } };
return {
setUpAll: function () {
cleanup();
vc = db._create(vn, { numberOfShards: 4 });
ec = db._createEdgeCollection(en, { numberOfShards: 4 });
vertex.A = vc.save({ _key: 'A' })._id;
vertex.B = vc.save({ _key: 'B' })._id;
ec.save(vertex.A, vn + '/missing', {});
ec.save(vn + '/missing', vertex.B, {});
},
tearDownAll: cleanup,
testRequestMissingVertex: function () {
var query = `WITH ${vn} FOR x IN OUTBOUND @startId @@eCol RETURN x._id`;
var bindVars = {
'@eCol': en,
startId: vertex.A
};
var result = db._query(query, bindVars).toArray();
assertEqual(result.length, 1);
assertEqual(result, [null]);
},
testStartAtMissingVertex: function () {
var query = `WITH ${vn} FOR x IN OUTBOUND @startId @@eCol RETURN x._id`;
var bindVars = {
'@eCol': en,
startId: vn + '/missing'
};
var result = db._query(query, bindVars).toArray();
assertEqual(result.length, 1);
assertEqual(result, [vertex.B]);
},
testHopOverMissingVertex: function () {
var query = `WITH ${vn} FOR x IN 2 OUTBOUND @startId @@eCol RETURN x._id`;
var bindVars = {
'@eCol': en,
startId: vertex.A
};
var result = db._query(query, bindVars).toArray();
assertEqual(result.length, 1);
assertEqual(result, [vertex.B]);
},
testFilterOnMissingVertexNotTrue: function () {
var filter = [
'FILTER p.vertices[1].attribute == "missing"',
'FILTER p.vertices[1].attribute > 12',
'FILTER p.vertices[1] != null'
];
for (var i = 0; i < filter.length; ++i) {
var query = `WITH ${vn} FOR x, e, p IN 2 OUTBOUND @startId @@eCol ${filter[i]} RETURN x._id`;
var bindVars = {
'@eCol': en,
startId: vertex.A
};
var result = AQL_EXECUTE(query, bindVars).json;
assertEqual(result.length, 0, 'With opt: ', query);
result = AQL_EXECUTE(query, bindVars, paramDisabled).json;
assertEqual(result.length, 0, 'Without opt: ', query);
}
},
testFilterOnMissingVertexTrue: function () {
var filter = [
'FILTER p.vertices[1].attribute != "missing"',
'FILTER p.vertices[1].attribute < 12',
'FILTER p.vertices[1] == null'
];
for (var i = 0; i < filter.length; ++i) {
var query = `WITH ${vn} FOR x, e, p IN 2 OUTBOUND @startId @@eCol ${filter[i]} RETURN x._id`;
var bindVars = {
'@eCol': en,
startId: vertex.A
};
var result = AQL_EXECUTE(query, bindVars).json;
assertEqual(result.length, 1, 'With opt: ', query);
assertEqual(result, [vertex.B], 'With opt: ', query);
result = AQL_EXECUTE(query, bindVars, paramDisabled).json;
assertEqual(result.length, 1, 'Without opt: ', query);
assertEqual(result, [vertex.B], 'Without opt: ', query);
}
},
testQueryWithEmptyGraph: function () {
var query = 'FOR x IN OUTBOUND "start/123" GRAPH @graph RETURN x';
var emptyGN = 'UnitTestEmptyGraph';
try {
gm._drop(emptyGN);
} catch (e) {
}
gm._create(emptyGN);
var bindVars = {
graph: emptyGN
};
try {
db._query(query, bindVars);
fail();
} catch (e) {
assertEqual(e.errorNum, errors.ERROR_GRAPH_EMPTY.code);
}
gm._drop(emptyGN);
}
};
}
function multiEdgeDirectionSuite() {
const en2 = 'UnitTestEdgeCollection2';
var ec2;
return {
setUpAll: function () {
cleanup();
db._drop(en2);
vc = db._create(vn, { numberOfShards: 4 });
ec = db._createEdgeCollection(en, { numberOfShards: 4 });
ec2 = db._createEdgeCollection(en2, { numberOfShards: 4 });
vertex.A = vc.save({ _key: 'A' })._id;
vertex.B = vc.save({ _key: 'B' })._id;
vertex.C = vc.save({ _key: 'C' })._id;
vertex.D = vc.save({ _key: 'D' })._id;
vertex.E = vc.save({ _key: 'E' })._id;
vertex.F = vc.save({ _key: 'F' })._id;
// F is always 2 hops away and only reachable with alternating
// collections and directions
ec.save(vertex.A, vertex.B, {});
ec.save(vertex.C, vertex.A, {});
ec2.save(vertex.A, vertex.D, {});
ec2.save(vertex.E, vertex.A, {});
ec2.save(vertex.F, vertex.B, {});
ec2.save(vertex.C, vertex.F, {});
ec.save(vertex.F, vertex.D, {});
ec.save(vertex.E, vertex.F, {});
},
tearDownAll: function () {
cleanup();
db._drop(en2);
},
testOverrideOneDirection: function () {
var queries = [
{
q1: `WITH ${vn} FOR x IN ANY @start @@ec1, INBOUND @@ec2 SORT x._key RETURN x._id`,
q2: `WITH ${vn} FOR x IN ANY @start ${en}, INBOUND ${en2} SORT x._key RETURN x._id`,
res: [vertex.B, vertex.C, vertex.E]
},
{
q1: `WITH ${vn} FOR x IN ANY @start @@ec1, OUTBOUND @@ec2 SORT x._key RETURN x._id`,
q2: `WITH ${vn} FOR x IN ANY @start ${en}, OUTBOUND ${en2} SORT x._key RETURN x._id`,
res: [vertex.B, vertex.C, vertex.D]
},
{
q1: `WITH ${vn} FOR x IN ANY @start INBOUND @@ec1, @@ec2 SORT x._key RETURN x._id`,
q2: `WITH ${vn} FOR x IN ANY @start INBOUND ${en}, ${en2} SORT x._key RETURN x._id`,
res: [vertex.C, vertex.D, vertex.E]
},
{
q1: `WITH ${vn} FOR x IN ANY @start OUTBOUND @@ec1, @@ec2 SORT x._key RETURN x._id`,
q2: `WITH ${vn} FOR x IN ANY @start OUTBOUND ${en}, ${en2} SORT x._key RETURN x._id`,
res: [vertex.B, vertex.D, vertex.E]
},
{
q1: `WITH ${vn} FOR x IN OUTBOUND @start INBOUND @@ec1, @@ec2 SORT x._key RETURN x._id`,
q2: `WITH ${vn} FOR x IN OUTBOUND @start INBOUND ${en}, ${en2} SORT x._key RETURN x._id`,
res: [vertex.C, vertex.D]
},
{
q1: `WITH ${vn} FOR x IN OUTBOUND @start @@ec1, INBOUND @@ec2 SORT x._key RETURN x._id`,
q2: `WITH ${vn} FOR x IN OUTBOUND @start ${en}, INBOUND ${en2} SORT x._key RETURN x._id`,
res: [vertex.B, vertex.E]
},
{
q1: `WITH ${vn} FOR x IN INBOUND @start @@ec1, OUTBOUND @@ec2 SORT x._key RETURN x._id`,
q2: `WITH ${vn} FOR x IN INBOUND @start ${en}, OUTBOUND ${en2} SORT x._key RETURN x._id`,
res: [vertex.C, vertex.D]
},
{
q1: `WITH ${vn} FOR x IN INBOUND @start OUTBOUND @@ec1, @@ec2 SORT x._key RETURN x._id`,
q2: `WITH ${vn} FOR x IN INBOUND @start OUTBOUND ${en}, ${en2} SORT x._key RETURN x._id`,
res: [vertex.B, vertex.E]
}
];
var bindVars = {
'@ec1': en,
'@ec2': en2,
start: vertex.A
};
var bindVars2 = {
start: vertex.A
};
queries.forEach(function (item) {
var result = db._query(item.q1, bindVars).toArray();
assertEqual(result, item.res);
result = db._query(item.q2, bindVars2).toArray();
assertEqual(result, item.res);
});
},
testDuplicationCollections: function () {
var queries = [
[`WITH ${vn} FOR x IN ANY @start @@ec, INBOUND @@ec RETURN x`, false],
[`WITH ${vn} FOR x IN ANY @start @@ec, OUTBOUND @@ec RETURN x`, false],
[`WITH ${vn} FOR x IN ANY @start @@ec, ANY @@ec RETURN x`, true],
[`WITH ${vn} FOR x IN INBOUND @start @@ec, INBOUND @@ec RETURN x`, true],
[`WITH ${vn} FOR x IN INBOUND @start @@ec, OUTBOUND @@ec RETURN x`, false],
[`WITH ${vn} FOR x IN INBOUND @start @@ec, ANY @@ec RETURN x`, false],
[`WITH ${vn} FOR x IN OUTBOUND @start @@ec, INBOUND @@ec RETURN x`, false],
[`WITH ${vn} FOR x IN OUTBOUND @start @@ec, OUTBOUND @@ec RETURN x`, true],
[`WITH ${vn} FOR x IN OUTBOUND @start @@ec, ANY @@ec RETURN x`, false]
];
var bindVars = {
'@ec': en,
start: vertex.A
};
queries.forEach(function (query) {
if (query[1]) {
// should work
db._query(query[0], bindVars).toArray();
} else {
// should fail
try {
db._query(query[0], bindVars).toArray();
fail();
} catch (e) {
assertEqual(e.errorNum, errors.ERROR_ARANGO_COLLECTION_TYPE_INVALID.code);
}
}
});
}
};
}
function subQuerySuite() {
const gn = 'UnitTestGraph';
return {
/*
* Graph under Test:
*
* A -> B -> [B1, B2, B3, B4, B5]
* \> C -> [C1, C2, C3, C4, C5]
* \> D -> [D1, D2, D3, D4, D5]
*
*/
setUpAll: function () {
cleanup();
vc = db._create(vn, { numberOfShards: 4 });
ec = db._createEdgeCollection(en, { numberOfShards: 4 });
try {
gm._drop(gn);
} catch (e) {
// It is expected that this graph does not exist.
}
gm._create(gn, [gm._relation(en, vn, vn)]);
vertex.A = vc.save({ _key: 'A' })._id;
vertex.B = vc.save({ _key: 'B' })._id;
vertex.C = vc.save({ _key: 'C' })._id;
vertex.D = vc.save({ _key: 'D' })._id;
vertex.B1 = vc.save({ _key: 'B1', value: 1 })._id;
vertex.B2 = vc.save({ _key: 'B2', value: 2 })._id;
vertex.B3 = vc.save({ _key: 'B3', value: 3 })._id;
vertex.B4 = vc.save({ _key: 'B4', value: 4 })._id;
vertex.B5 = vc.save({ _key: 'B5', value: 5 })._id;
vertex.C1 = vc.save({ _key: 'C1', value: 1 })._id;
vertex.C2 = vc.save({ _key: 'C2', value: 2 })._id;
vertex.C3 = vc.save({ _key: 'C3', value: 3 })._id;
vertex.C4 = vc.save({ _key: 'C4', value: 4 })._id;
vertex.C5 = vc.save({ _key: 'C5', value: 5 })._id;
vertex.D1 = vc.save({ _key: 'D1', value: 1 })._id;
vertex.D2 = vc.save({ _key: 'D2', value: 2 })._id;
vertex.D3 = vc.save({ _key: 'D3', value: 3 })._id;
vertex.D4 = vc.save({ _key: 'D4', value: 4 })._id;
vertex.D5 = vc.save({ _key: 'D5', value: 5 })._id;
ec.save(vertex.A, vertex.B, {});
ec.save(vertex.A, vertex.C, {});
ec.save(vertex.A, vertex.D, {});
ec.save(vertex.B, vertex.B1, {});
ec.save(vertex.B, vertex.B2, {});
ec.save(vertex.B, vertex.B3, {});
ec.save(vertex.B, vertex.B4, {});
ec.save(vertex.B, vertex.B5, {});
ec.save(vertex.C, vertex.C1, {});
ec.save(vertex.C, vertex.C2, {});
ec.save(vertex.C, vertex.C3, {});
ec.save(vertex.C, vertex.C4, {});
ec.save(vertex.C, vertex.C5, {});
ec.save(vertex.D, vertex.D1, {});
ec.save(vertex.D, vertex.D2, {});
ec.save(vertex.D, vertex.D3, {});
ec.save(vertex.D, vertex.D4, {});
ec.save(vertex.D, vertex.D5, {});
},
tearDownAll: function () {
try {
gm._drop(gn);
} catch (e) {
// Just in case the test leaves an invalid state.
}
cleanup();
},
// The test is that the traversal in subquery has more then LIMIT many
// results. In case of a bug the cursor of the traversal is reused for the second
// iteration as well and does not reset.
testSubQueryFixedStart: function () {
var q = `WITH ${vn}
FOR v IN OUTBOUND '${vertex.A}' ${en}
SORT v._key
LET sub = (
FOR t IN OUTBOUND '${vertex.B}' ${en}
SORT t.value
LIMIT 3
RETURN t
)
RETURN sub`;
var actual = db._query(q).toArray();
assertEqual(actual.length, 3); // On the top level we find 3 results
for (var i = 0; i < actual.length; ++i) {
var current = actual[i];
assertEqual(current.length, 3); // Check for limit
// All should be connected to B!
assertEqual(current[0]._id, vertex.B1);
assertEqual(current[1]._id, vertex.B2);
assertEqual(current[2]._id, vertex.B3);
}
},
// The test is that the traversal in subquery has more then LIMIT many
// results. In case of a bug the cursor of the traversal is reused for the second
// iteration as well and does not reset.
testSubQueryDynamicStart: function () {
var q = `WITH ${vn}
FOR v IN OUTBOUND '${vertex.A}' ${en}
SORT v._key
LET sub = (
FOR t IN OUTBOUND v ${en}
SORT t.value
LIMIT 3
RETURN t
)
RETURN sub`;
var actual = db._query(q).toArray();
assertEqual(actual.length, 3); // On the top level we find 3 results
for (var i = 0; i < actual.length; ++i) {
assertEqual(actual[i].length, 3); // Check for limit
}
var current = actual[0];
// All should be connected to B!
assertEqual(current[0]._id, vertex.B1);
assertEqual(current[1]._id, vertex.B2);
assertEqual(current[2]._id, vertex.B3);
current = actual[1];
// All should be connected to C!
assertEqual(current[0]._id, vertex.C1);
assertEqual(current[1]._id, vertex.C2);
assertEqual(current[2]._id, vertex.C3);
current = actual[2];
// All should be connected to D!
assertEqual(current[0]._id, vertex.D1);
assertEqual(current[1]._id, vertex.D2);
assertEqual(current[2]._id, vertex.D3);
}
};
}
function optionsSuite() {
const gn = 'UnitTestGraph';
return {
setUp: function () {
cleanup();
vc = db._create(vn, { numberOfShards: 4 });
ec = db._createEdgeCollection(en, { numberOfShards: 4 });
try {
gm._drop(gn);
} catch (e) {
// It is expected that this graph does not exist.
}
gm._create(gn, [gm._relation(en, vn, vn)]);
},
tearDown: function () {
try {
gm._drop(gn);
} catch (e) {
// It is expected that this graph does not exist.
}
cleanup();
},
testEdgeUniquenessPath: function () {
var start = vc.save({ _key: 's' })._id;
var a = vc.save({ _key: 'a' })._id;
var b = vc.save({ _key: 'b' })._id;
var c = vc.save({ _key: 'c' })._id;
var d = vc.save({ _key: 'd' })._id;
ec.save(start, a, {});
ec.save(a, b, {});
ec.save(b, c, {});
ec.save(c, a, {});
ec.save(a, d, {});
var cursor = db._query(
`WITH ${vn}
FOR v IN 1..10 OUTBOUND '${start}' ${en} OPTIONS {uniqueEdges: 'path'}
SORT v._key
RETURN v`).toArray();
// We expect to get s->a->b->c->a->d
// and s->a->d
// But not s->a->b->c->a->b->*
// And not to continue at a again
assertEqual(cursor.length, 6);
assertEqual(cursor[0]._id, a); // We start with a
assertEqual(cursor[1]._id, a); // We somehow return to a
assertEqual(cursor[2]._id, b); // We once find b
assertEqual(cursor[3]._id, c); // And once c
assertEqual(cursor[4]._id, d); // We once find d on short path
assertEqual(cursor[5]._id, d); // And find d on long path
},
testEdgeUniquenessGlobal: function () {
var start = vc.save({ _key: 's' })._id;
try {
db._query(
`WITH ${vn}
FOR v IN 1..10 OUTBOUND '${start}' ${en} OPTIONS {uniqueEdges: 'global'}
SORT v._key
RETURN v`).toArray();
fail();
} catch (e) {
assertEqual(e.errorNum, errors.ERROR_BAD_PARAMETER.code, 'We expect a bad parameter');
}
},
testEdgeUniquenessNone: function () {
var start = vc.save({ _key: 's' })._id;
var a = vc.save({ _key: 'a' })._id;
var b = vc.save({ _key: 'b' })._id;
var c = vc.save({ _key: 'c' })._id;
var d = vc.save({ _key: 'd' })._id;
ec.save(start, a, {});
ec.save(a, b, {});
ec.save(b, c, {});
ec.save(c, a, {});
ec.save(a, d, {});
var cursor = db._query(
`WITH ${vn}
FOR v IN 1..10 OUTBOUND '${start}' ${en} OPTIONS {uniqueEdges: 'none'}
SORT v._key
RETURN v`).toArray();
// We expect to get s->a->d
// We expect to get s->a->b->c->a->d
// We expect to get s->a->b->c->a->b->c->a->d
// We expect to get s->a->b->c->a->b->c->a->b->c->a
assertEqual(cursor.length, 13);
assertEqual(cursor[0]._id, a); // We start with a
assertEqual(cursor[1]._id, a); // We somehow return to a
assertEqual(cursor[2]._id, a); // We somehow return to a again
assertEqual(cursor[3]._id, a); // We somehow return to a again
assertEqual(cursor[4]._id, b); // We once find b
assertEqual(cursor[5]._id, b); // We find b again
assertEqual(cursor[6]._id, b); // And b again
assertEqual(cursor[7]._id, c); // And once c
assertEqual(cursor[8]._id, c); // We find c again
assertEqual(cursor[9]._id, c); // And c again
assertEqual(cursor[10]._id, d); // Short Path d
assertEqual(cursor[11]._id, d); // One Loop d
assertEqual(cursor[12]._id, d); // Second Loop d
},
testVertexUniquenessNone: function () {
var start = vc.save({ _key: 's' })._id;
var a = vc.save({ _key: 'a' })._id;
var b = vc.save({ _key: 'b' })._id;
var c = vc.save({ _key: 'c' })._id;
var d = vc.save({ _key: 'd' })._id;
ec.save(start, a, {});
ec.save(a, b, {});
ec.save(b, c, {});
ec.save(c, a, {});
ec.save(a, d, {});
var cursor = db._query(
`WITH ${vn}
FOR v IN 1..10 OUTBOUND '${start}' ${en} OPTIONS {uniqueVertices: 'none'}
SORT v._key
RETURN v`).toArray();
// We expect to get s->a->b->c->a->d
// and s->a->d
// But not s->a->b->c->a->b->*
// And not to continue at a again
// Default edge Uniqueness is path
assertEqual(cursor.length, 6);
assertEqual(cursor[0]._id, a); // We start with a
assertEqual(cursor[1]._id, a); // We somehow return to a
assertEqual(cursor[2]._id, b); // We once find b
assertEqual(cursor[3]._id, c); // And once c
assertEqual(cursor[4]._id, d); // We once find d on short path
assertEqual(cursor[5]._id, d); // And find d on long path
},
testVertexUniquenessGlobalDepthFirst: function () {
var start = vc.save({ _key: 's' })._id;
try {
db._query(
`WITH ${vn}
FOR v IN 1..10 OUTBOUND '${start}' ${en} OPTIONS {uniqueVertices: 'global'}
SORT v._key
RETURN v`).toArray();
fail();
} catch (e) {
assertEqual(e.errorNum, errors.ERROR_BAD_PARAMETER.code, 'We expect a bad parameter');
}
},
testVertexUniquenessPath: function () {
var start = vc.save({ _key: 's' })._id;
var a = vc.save({ _key: 'a' })._id;
var b = vc.save({ _key: 'b' })._id;
var c = vc.save({ _key: 'c' })._id;
ec.save(start, a, {});
ec.save(a, b, {});
ec.save(a, a, {});
ec.save(b, c, {});
ec.save(b, a, {});
ec.save(c, a, {});
var cursor = db._query(
`WITH ${vn}
FOR v IN 1..10 OUTBOUND '${start}' ${en} OPTIONS {uniqueVertices: 'path'}
SORT v._key
RETURN v`).toArray();
// We expect to get s->a->b->c
// But not s->a->a*
// But not s->a->b->a*
// But not s->a->b->c->a*
assertEqual(cursor.length, 3);
assertEqual(cursor[0]._id, a); // We start with a
assertEqual(cursor[1]._id, b); // We find a->b
assertEqual(cursor[2]._id, c); // We find a->b->c
}
};
}
function optimizeQuantifierSuite() {
/* ******************************
* Graph under test
* C <-+ +-> F
* | |
* +-B<---A--->E-+
* | |
* D <-+ +-> G
*
*
* Left side has foo: true, right foo: false
* Top has bar: true, bottom bar: false.
* A,B,E has bar: true
* A has foo: true
* Edges have foo and bar like their target
*******************************/
const gn = 'UnitTestGraph';
let vertices = {};
let edges = {};
return {
setUpAll: function () {
cleanup();
vc = db._create(vn, { numberOfShards: 4 });
ec = db._createEdgeCollection(en, { numberOfShards: 4 });
vertices.A = vc.save({ _key: 'A', foo: true, bar: true })._id;
vertices.B = vc.save({ _key: 'B', foo: true, bar: true })._id;
vertices.C = vc.save({ _key: 'C', foo: true, bar: true })._id;
vertices.D = vc.save({ _key: 'D', foo: true, bar: false })._id;
vertices.E = vc.save({ _key: 'E', foo: false, bar: true })._id;
vertices.F = vc.save({ _key: 'F', foo: false, bar: true })._id;
vertices.G = vc.save({ _key: 'G', foo: false, bar: false })._id;
edges.AB = ec.save({ _key: 'AB', _from: vertices.A, _to: vertices.B, foo: true, bar: true })._id;
edges.BC = ec.save({ _key: 'BC', _from: vertices.B, _to: vertices.C, foo: true, bar: true })._id;
edges.BD = ec.save({ _key: 'BD', _from: vertices.B, _to: vertices.D, foo: true, bar: false })._id;
edges.AE = ec.save({ _key: 'AE', _from: vertices.A, _to: vertices.E, foo: false, bar: true })._id;
edges.EF = ec.save({ _key: 'EF', _from: vertices.E, _to: vertices.F, foo: false, bar: true })._id;
edges.EG = ec.save({ _key: 'EG', _from: vertices.E, _to: vertices.G, foo: false, bar: false })._id;
try {
gm._drop(gn);
} catch (e) {
// It is expected that this graph does not exist.
}
gm._create(gn, [gm._relation(en, vn, vn)]);
},
tearDownAll: function () {
try {
gm._drop(gn);
} catch (e) {
// It is expected that this graph does not exist.
}
cleanup();
},
testAllVerticesSingle: function () {
let query = `
FOR v, e, p IN 0..2 OUTBOUND '${vertices.A}' GRAPH '${gn}'
FILTER p.vertices[*].foo ALL == true
SORT v._key
RETURN v._id
`;
let cursor = db._query(query);
assertEqual(cursor.count(), 4);
let result = cursor.toArray();
assertEqual(result, [vertices.A, vertices.B, vertices.C, vertices.D]);
let stats = cursor.getExtra().stats;
assertEqual(stats.scannedFull, 0);
if (isCluster) {
if (mmfilesEngine) {
assertTrue(stats.scannedIndex <= 9);
} else {
assertTrue(stats.scannedIndex <= 5);
}
} else {
// With traverser-read-cache
// assertEqual(stats.scannedIndex, 9);
// Without traverser-read-cache
// TODO Check for Optimization
// assertEqual(stats.scannedIndex, 23);
assertTrue(stats.scannedIndex <= 22);
/*
if(mmfilesEngine){
assertEqual(stats.scannedIndex, 22);
} else {
assertEqual(stats.scannedIndex, 18);
}
*/
}
assertEqual(stats.filtered, 1);
query = `
FOR v, e, p IN 0..2 OUTBOUND '${vertices.A}' GRAPH '${gn}'
FILTER p.vertices[*].foo ALL == false
SORT v._key
RETURN v._id
`;
cursor = db._query(query);
assertEqual(cursor.count(), 0);
stats = cursor.getExtra().stats;
assertEqual(stats.scannedFull, 0);
assertEqual(stats.scannedIndex, 1);
assertEqual(stats.filtered, 1);
},
testAllEdgesSingle: function () {
let query = `
FOR v, e, p IN 0..2 OUTBOUND '${vertices.A}' GRAPH '${gn}'
FILTER p.edges[*].foo ALL == true
SORT v._key
RETURN v._id
`;
let cursor = db._query(query);
assertEqual(cursor.count(), 4);
let result = cursor.toArray();
assertEqual(result, [vertices.A, vertices.B, vertices.C, vertices.D]);
let stats = cursor.getExtra().stats;
assertEqual(stats.scannedFull, 0);
if (isCluster) {
if (mmfilesEngine) {
assertTrue(stats.scannedIndex <= 8);
} else {
assertTrue(stats.scannedIndex <= 4);
}
} else {
// With traverser-read-cache
// assertEqual(stats.scannedIndex, 8);
// TODO Check for Optimization
// Without traverser-read-cache
// assertEqual(stats.scannedIndex, 18);
assertTrue(stats.scannedIndex <= 17);
/*
if(mmfilesEngine){
assertEqual(stats.scannedIndex, 17);
} else {
assertEqual(stats.scannedIndex, 13);
}
*/
}
assertTrue(stats.filtered <= 2);
query = `
FOR v, e, p IN 0..2 OUTBOUND '${vertices.A}' GRAPH '${gn}'
FILTER p.edges[*].foo ALL == false
SORT v._key
RETURN v._id
`;
cursor = db._query(query);
assertEqual(cursor.count(), 4);
result = cursor.toArray();
assertEqual(result, [vertices.A, vertices.E, vertices.F, vertices.G]);
stats = cursor.getExtra().stats;
assertEqual(stats.scannedFull, 0);
if (isCluster) {
if (mmfilesEngine) {
assertTrue(stats.scannedIndex <= 8);
} else {
assertTrue(stats.scannedIndex <= 4);
}
} else {
// With traverser-read-cache
// assertEqual(stats.scannedIndex, 8);
// Without traverser-read-cache
// assertEqual(stats.scannedIndex, 18);
assertTrue(stats.scannedIndex <= 17);
/*
if(mmfilesEngine){
assertEqual(stats.scannedIndex, 17);
} else {
assertEqual(stats.scannedIndex, 13);
}
*/
}
assertTrue(stats.filtered <= 2);
},
testNoneVerticesSingle: function () {
let query = `
FOR v, e, p IN 0..2 OUTBOUND '${vertices.A}' GRAPH '${gn}'
FILTER p.vertices[*].foo NONE == false
SORT v._key
RETURN v._id
`;
let cursor = db._query(query);
assertEqual(cursor.count(), 4);
let result = cursor.toArray();
assertEqual(result, [vertices.A, vertices.B, vertices.C, vertices.D]);
let stats = cursor.getExtra().stats;
assertEqual(stats.scannedFull, 0);
if (isCluster) {
if (mmfilesEngine) {
assertTrue(stats.scannedIndex <= 9);
} else {
assertTrue(stats.scannedIndex <= 5);
}
} else {
// With traverser-read-cache
// assertEqual(stats.scannedIndex, 9);
// Without traverser-read-cache
// TODO Check for Optimization
// assertEqual(stats.scannedIndex, 23);
assertTrue(stats.scannedIndex <= 22);
/*
if(mmfilesEngine){
assertEqual(stats.scannedIndex, 22);
} else {
assertEqual(stats.scannedIndex, 18);
}
*/
}
assertEqual(stats.filtered, 1);
query = `
FOR v, e, p IN 0..2 OUTBOUND '${vertices.A}' GRAPH '${gn}'
FILTER p.vertices[*].foo NONE == true
SORT v._key
RETURN v._id
`;
cursor = db._query(query);
assertEqual(cursor.count(), 0);
stats = cursor.getExtra().stats;
assertEqual(stats.scannedFull, 0);
assertEqual(stats.scannedIndex, 1);
assertEqual(stats.filtered, 1);
},
testNoneEdgesSingle: function () {
let query = `
FOR v, e, p IN 0..2 OUTBOUND '${vertices.A}' GRAPH '${gn}'
FILTER p.edges[*].foo NONE == false
SORT v._key
RETURN v._id
`;
let cursor = db._query(query);
assertEqual(cursor.count(), 4);
let result = cursor.toArray();
assertEqual(result, [vertices.A, vertices.B, vertices.C, vertices.D]);
let stats = cursor.getExtra().stats;
assertEqual(stats.scannedFull, 0);
if (isCluster) {
if (mmfilesEngine) {
assertTrue(stats.scannedIndex <= 8);
} else {
assertTrue(stats.scannedIndex <= 4);
}
} else {
// With traverser-read-cache
// assertEqual(stats.scannedIndex, 8);
// Without traverser-read-cache
// assertEqual(stats.scannedIndex, 18);
assertTrue(stats.scannedIndex <= 17);
/*
if(mmfilesEngine){
assertEqual(stats.scannedIndex, 17);
} else {
assertEqual(stats.scannedIndex, 13);
}
*/
}
assertEqual(stats.filtered, 1);
query = `
FOR v, e, p IN 0..2 OUTBOUND '${vertices.A}' GRAPH '${gn}'
FILTER p.edges[*].foo NONE == true
SORT v._key
RETURN v._id
`;
cursor = db._query(query);
assertEqual(cursor.count(), 4);
result = cursor.toArray();
assertEqual(result, [vertices.A, vertices.E, vertices.F, vertices.G]);
stats = cursor.getExtra().stats;
assertEqual(stats.scannedFull, 0);
if (isCluster) {
if (mmfilesEngine) {
assertTrue(stats.scannedIndex <= 8);
} else {
assertTrue(stats.scannedIndex <= 4);
}
} else {
// With traverser-read-cache
// assertEqual(stats.scannedIndex, 8);
// Without traverser-read-cache
// TODO Check for Optimization
assertTrue(stats.scannedIndex <= 17);
/*
if(mmfilesEngine){
assertEqual(stats.scannedIndex, 17);
} else {
assertEqual(stats.scannedIndex, 13);
}
*/
}
assertEqual(stats.filtered, 1);
},
testAllVerticesMultiple: function () {
let query = `
FOR v, e, p IN 0..2 OUTBOUND '${vertices.A}' GRAPH '${gn}'
FILTER p.vertices[*].foo ALL == true
FILTER p.vertices[*].bar ALL == true
SORT v._key
RETURN v._id
`;
let cursor = db._query(query);
assertEqual(cursor.count(), 3);
let result = cursor.toArray();
assertEqual(result, [vertices.A, vertices.B, vertices.C]);
let stats = cursor.getExtra().stats;
assertEqual(stats.scannedFull, 0);
if (isCluster) {
if (mmfilesEngine) {
assertTrue(stats.scannedIndex <= 9);
} else {
assertTrue(stats.scannedIndex <= 5);
}
} else {
// With traverser-read-cache
// assertEqual(stats.scannedIndex, 9);
// Without traverser-read-cache
// assertEqual(stats.scannedIndex, 17);
assertTrue(stats.scannedIndex <= 18);
/*
if(mmfilesEngine){
assertEqual(stats.scannedIndex, 18);
} else {
assertEqual(stats.scannedIndex, 14);
}
*/
}
assertEqual(stats.filtered, 2);
},
testAllEdgesMultiple: function () {
let query = `
FOR v, e, p IN 0..2 OUTBOUND '${vertices.A}' GRAPH '${gn}'
FILTER p.edges[*].foo ALL == true
FILTER p.edges[*].bar ALL == true
SORT v._key
RETURN v._id
`;
let cursor = db._query(query);
assertEqual(cursor.count(), 3);
let result = cursor.toArray();
assertEqual(result, [vertices.A, vertices.B, vertices.C]);
let stats = cursor.getExtra().stats;
assertEqual(stats.scannedFull, 0);
if (isCluster) {
if (mmfilesEngine) {
assertTrue(stats.scannedIndex <= 7);
} else {
assertTrue(stats.scannedIndex <= 3);
}
} else {
// With activated traverser-read-cache:
// assertEqual(stats.scannedIndex, 7);
// Without traverser-read-cache
// assertEqual(stats.scannedIndex, 12);
assertTrue(stats.scannedIndex <= 13);
/*
if(mmfilesEngine){
assertEqual(stats.scannedIndex, 13);
} else {
assertEqual(stats.scannedIndex, 9);
}
*/
}
assertTrue(stats.filtered <= 3);
},
testAllNoneVerticesMultiple: function () {
let query = `
FOR v, e, p IN 0..2 OUTBOUND '${vertices.A}' GRAPH '${gn}'
FILTER p.vertices[*].foo ALL == true
FILTER p.vertices[*].bar NONE == false
SORT v._key
RETURN v._id
`;
let cursor = db._query(query);
assertEqual(cursor.count(), 3);
let result = cursor.toArray();
assertEqual(result, [vertices.A, vertices.B, vertices.C]);
let stats = cursor.getExtra().stats;
assertEqual(stats.scannedFull, 0);
if (isCluster) {
if (mmfilesEngine) {
assertTrue(stats.scannedIndex <= 9);
} else {
assertTrue(stats.scannedIndex <= 5);
}
} else {
// With traverser-read-cache
// assertEqual(stats.scannedIndex, 9);
// Without traverser-read-cache
// TODO Check for Optimization
// assertEqual(stats.scannedIndex, 17);
assertTrue(stats.scannedIndex <= 18);
/*
if(mmfilesEngine){
assertEqual(stats.scannedIndex, 18);
} else {
assertEqual(stats.scannedIndex, 14);
}
*/
}
assertEqual(stats.filtered, 2);
},
testAllNoneEdgesMultiple: function () {
let query = `
FOR v, e, p IN 0..2 OUTBOUND '${vertices.A}' GRAPH '${gn}'
FILTER p.edges[*].foo ALL == true
FILTER p.edges[*].bar NONE == false
SORT v._key
RETURN v._id
`;
let cursor = db._query(query);
assertEqual(cursor.count(), 3);
let result = cursor.toArray();
assertEqual(result, [vertices.A, vertices.B, vertices.C]);
let stats = cursor.getExtra().stats;
assertEqual(stats.scannedFull, 0);
if (isCluster) {
if (mmfilesEngine) {
assertTrue(stats.scannedIndex <= 7);
} else {
assertTrue(stats.scannedIndex <= 3);
}
} else {
// With activated traverser-read-cache:
// assertEqual(stats.scannedIndex, 7);
// Without traverser-read-cache
// TODO Check for Optimization
// assertEqual(stats.scannedIndex, 12);
assertTrue(stats.scannedIndex <= 13);
/*
if(mmfilesEngine){
assertEqual(stats.scannedIndex, 13);
} else {
assertEqual(stats.scannedIndex, 9);
}
*/
}
assertTrue(stats.filtered <= 3);
},
testAllVerticesDepth: function () {
let query = `
FOR v, e, p IN 0..2 OUTBOUND '${vertices.A}' GRAPH '${gn}'
FILTER p.vertices[*].foo ALL == true
FILTER p.vertices[2].bar == false
SORT v._key
RETURN v._id
`;
let cursor = db._query(query);
assertEqual(cursor.count(), 1);
let result = cursor.toArray();
assertEqual(result, [vertices.D]);
let stats = cursor.getExtra().stats;
assertEqual(stats.scannedFull, 0);
if (isCluster) {
if (mmfilesEngine) {
assertTrue(stats.scannedIndex <= 9);
} else {
assertTrue(stats.scannedIndex <= 5);
}
} else {
// With activated traverser-read-cache:
// assertEqual(stats.scannedIndex, 9);
// Without traverser-read-cache
// TODO Check for Optimization
// assertEqual(stats.scannedIndex, 17);
assertTrue(stats.scannedIndex <= 18);
/*
if(mmfilesEngine){
assertEqual(stats.scannedIndex, 18);
} else {
assertEqual(stats.scannedIndex, 14);
}
*/
}
assertTrue(stats.filtered <= 4);
},
testAllEdgesAndDepth: function () {
let query = `
FOR v, e, p IN 0..2 OUTBOUND '${vertices.A}' GRAPH '${gn}'
FILTER p.edges[*].foo ALL == true
FILTER p.edges[1].bar == false
SORT v._key
RETURN v._id
`;
let cursor = db._query(query);
assertEqual(cursor.count(), 1);
let result = cursor.toArray();
assertEqual(result, [vertices.D]);
let stats = cursor.getExtra().stats;
assertEqual(stats.scannedFull, 0);
if (isCluster) {
if (mmfilesEngine) {
assertTrue(stats.scannedIndex <= 7);
} else {
assertTrue(stats.scannedIndex <= 3);
}
} else {
// With activated traverser-read-cache:
// assertEqual(stats.scannedIndex, 7);
// Without traverser-read-cache
// TODO Check for Optimization
// assertEqual(stats.scannedIndex, 12);
assertTrue(stats.scannedIndex <= 13);
/*
if(mmfilesEngine){
assertEqual(stats.scannedIndex, 13);
} else {
assertEqual(stats.scannedIndex, 9);
}
*/
}
assertTrue(stats.filtered <= 4);
}
};
}
function optimizeNonVertexCentricIndexesSuite() {
let explain = function (query, params) {
return AQL_EXPLAIN(query, params, { optimizer: { rules: ['+all'] } });
};
let vertices = {};
let edges = {};
return {
setUpAll: () => {
cleanup();
vc = db._create(vn, { numberOfShards: 4 });
ec = db._createEdgeCollection(en, { numberOfShards: 4 });
vertices.A = vc.save({ _key: 'A' })._id;
vertices.B = vc.save({ _key: 'B' })._id;
vertices.C = vc.save({ _key: 'C' })._id;
vertices.D = vc.save({ _key: 'D' })._id;
vertices.E = vc.save({ _key: 'E' })._id;
vertices.F = vc.save({ _key: 'F' })._id;
vertices.G = vc.save({ _key: 'G' })._id;
vertices.FOO = vc.save({ _key: 'FOO' })._id;
vertices.BAR = vc.save({ _key: 'BAR' })._id;
edges.AB = ec.save({ _key: 'AB', _from: vertices.A, _to: vertices.B, foo: 'A', bar: true })._id;
edges.BC = ec.save({ _key: 'BC', _from: vertices.B, _to: vertices.C, foo: 'B', bar: true })._id;
edges.BD = ec.save({ _key: 'BD', _from: vertices.B, _to: vertices.D, foo: 'C', bar: false })._id;
edges.AE = ec.save({ _key: 'AE', _from: vertices.A, _to: vertices.E, foo: 'D', bar: true })._id;
edges.EF = ec.save({ _key: 'EF', _from: vertices.E, _to: vertices.F, foo: 'E', bar: true })._id;
edges.EG = ec.save({ _key: 'EG', _from: vertices.E, _to: vertices.G, foo: 'F', bar: false })._id;
// Adding these edges to make the estimate for the edge-index extremly bad
let badEdges = [];
for (let j = 0; j < 1000; ++j) {
badEdges.push({ _from: vertices.FOO, _to: vertices.BAR, foo: 'foo' + j, bar: j });
}
ec.save(badEdges);
},
tearDownAll: cleanup,
tearDown: () => {
// After each test get rid of all superflous indexes.
var idxs = db[en].getIndexes();
for (let i = 2; i < idxs.length; ++i) {
db[en].dropIndex(idxs[i].id);
}
},
testUniqueHashIndex: () => {
var idx = db[en].ensureIndex({ type: 'hash', fields: ['foo'], unique: true, sparse: false });
// This index is assumed to be better than edge-index, but does not contain _from/_to
let q = `FOR v,e,p IN OUTBOUND '${vertices.A}' ${en}
FILTER p.edges[0].foo == 'A'
RETURN v._id`;
internal.waitForEstimatorSync(); // make sure estimates are consistent
let exp = explain(q, {}).plan.nodes.filter(node => { return node.type === 'TraversalNode'; });
assertEqual(1, exp.length);
// Check if we did use the hash index on level 0
let indexes = exp[0].indexes;
let found = indexes.levels['0'];
assertEqual(1, found.length);
found = found[0];
assertEqual(idx.type, found.type);
assertEqual(idx.fields, found.fields);
let result = db._query(q).toArray();
assertEqual(result[0], vertices.B);
},
testUniqueSkiplistIndex: () => {
var idx = db[en].ensureIndex({ type: 'skiplist', fields: ['foo'], unique: true, sparse: false });
// This index is assumed to be better than edge-index, but does not contain _from/_to
let q = `FOR v,e,p IN OUTBOUND '${vertices.A}' ${en}
FILTER p.edges[0].foo == 'A'
RETURN v._id`;
internal.waitForEstimatorSync(); // make sure estimates are consistent
let exp = explain(q, {}).plan.nodes.filter(node => { return node.type === 'TraversalNode'; });
assertEqual(1, exp.length);
// Check if we did use the hash index on level 0
let indexes = exp[0].indexes;
let found = indexes.levels['0'];
assertEqual(1, found.length);
found = found[0];
assertEqual(idx.type, found.type);
assertEqual(idx.fields, found.fields);
let result = db._query(q).toArray();
assertEqual(result[0], vertices.B);
},
testAllUniqueHashIndex: () => {
var idx = db[en].ensureIndex({ type: 'hash', fields: ['foo'], unique: true, sparse: false });
// This index is assumed to be better than edge-index, but does not contain _from/_to
let q = `FOR v,e,p IN OUTBOUND '${vertices.A}' ${en}
FILTER p.edges[*].foo ALL == 'A'
RETURN v._id`;
let exp = explain(q, {}).plan.nodes.filter(node => { return node.type === 'TraversalNode'; });
assertEqual(1, exp.length);
// Check if we did use the hash index on level 0
let indexes = exp[0].indexes;
let found = indexes.base;
assertEqual(1, found.length);
found = found[0];
assertEqual(idx.type, found.type);
assertEqual(idx.fields, found.fields);
let result = db._query(q).toArray();
assertEqual(result[0], vertices.B);
},
testAllUniqueSkiplistIndex: () => {
var idx = db[en].ensureIndex({ type: 'skiplist', fields: ['foo'], unique: true, sparse: false });
// This index is assumed to be better than edge-index, but does not contain _from/_to
let q = `FOR v,e,p IN OUTBOUND '${vertices.A}' ${en}
FILTER p.edges[*].foo ALL == 'A'
RETURN v._id`;
let exp = explain(q, {}).plan.nodes.filter(node => { return node.type === 'TraversalNode'; });
assertEqual(1, exp.length);
// Check if we did use the hash index on level 0
let indexes = exp[0].indexes;
let found = indexes.base;
assertEqual(1, found.length);
found = found[0];
assertEqual(idx.type, found.type);
assertEqual(idx.fields, found.fields);
let result = db._query(q).toArray();
assertEqual(result[0], vertices.B);
}
};
}
function exampleGraphsSuite() {
let ex = require('@arangodb/graph-examples/example-graph');
return {
setUpAll: () => {
ex.dropGraph('traversalGraph');
ex.loadGraph('traversalGraph');
},
tearDownAll: () => {
ex.dropGraph('traversalGraph');
},
testMinDepthFilterNEQ: () => {
let q = `FOR v,e,p IN 1..3 OUTBOUND "circles/A" GRAPH "traversalGraph"
FILTER p.vertices[1]._key != "G"
FILTER p.edges[1].label != "left_blub"
RETURN v._key`;
let res = db._query(q);
assertEqual(res.count(), 3);
let resArr = res.toArray().sort();
assertEqual(resArr, ['B', 'C', 'D'].sort());
q = `FOR v,e,p IN 1..3 OUTBOUND "circles/A" GRAPH "traversalGraph"
FILTER p.vertices[1]._key != "G"
FILTER "left_blub" != p.edges[1].label
RETURN v._key`;
res = db._query(q);
assertEqual(res.count(), 3);
resArr = res.toArray().sort();
assertEqual(resArr, ['B', 'C', 'D'].sort());
},
testMinDepthFilterEq: () => {
let q = `FOR v,e,p IN 1..3 OUTBOUND "circles/A" GRAPH "traversalGraph"
FILTER p.vertices[1]._key != "G"
FILTER p.edges[1].label == null
RETURN v._key`;
let res = db._query(q);
assertEqual(res.count(), 1);
let resArr = res.toArray().sort();
assertEqual(resArr, ['B'].sort());
q = `FOR v,e,p IN 1..3 OUTBOUND "circles/A" GRAPH "traversalGraph"
FILTER p.vertices[1]._key != "G"
FILTER null == p.edges[1].label
RETURN v._key`;
res = db._query(q);
assertEqual(res.count(), 1);
resArr = res.toArray().sort();
assertEqual(resArr, ['B'].sort());
},
testMinDepthFilterIn: () => {
let q = `FOR v,e,p IN 1..3 OUTBOUND "circles/A" GRAPH "traversalGraph"
FILTER p.vertices[1]._key != "G"
FILTER p.edges[1].label IN [null, "left_blarg", "foo", "bar", "foxx"]
RETURN v._key`;
let res = db._query(q);
assertEqual(res.count(), 3);
let resArr = res.toArray().sort();
assertEqual(resArr, ['B', 'C', 'D'].sort());
},
testMinDepthFilterLess: () => {
let q = `FOR v,e,p IN 1..3 OUTBOUND "circles/A" GRAPH "traversalGraph"
FILTER p.vertices[1]._key != "G"
FILTER p.edges[1].label < "left_blub"
RETURN v._key`;
let res = db._query(q);
assertEqual(res.count(), 3);
let resArr = res.toArray().sort();
assertEqual(resArr, ['B', 'C', 'D'].sort());
q = `FOR v,e,p IN 1..3 OUTBOUND "circles/A" GRAPH "traversalGraph"
FILTER p.vertices[1]._key != "G"
FILTER "left_blub" > p.edges[1].label
RETURN v._key`;
res = db._query(q);
assertEqual(res.count(), 3);
resArr = res.toArray().sort();
assertEqual(resArr, ['B', 'C', 'D'].sort());
},
testMinDepthFilterNIN: () => {
let q = `FOR v,e,p IN 1..3 OUTBOUND "circles/A" GRAPH "traversalGraph"
FILTER p.vertices[1]._key != "G"
FILTER p.edges[1].label NOT IN ["left_blub", "foo", "bar", "foxx"]
RETURN v._key`;
let res = db._query(q);
assertEqual(res.count(), 3);
let resArr = res.toArray().sort();
assertEqual(resArr, ['B', 'C', 'D'].sort());
},
testMinDepthFilterComplexNode: () => {
let q = `LET condition = { value: "left_blub" }
FOR v,e,p IN 1..3 OUTBOUND "circles/A" GRAPH "traversalGraph"
FILTER p.vertices[1]._key != "G"
FILTER p.edges[1].label != condition.value
RETURN v._key`;
let res = db._query(q);
assertEqual(res.count(), 3);
let resArr = res.toArray().sort();
assertEqual(resArr, ['B', 'C', 'D'].sort());
q = `LET condition = { value: "left_blub" }
FOR v,e,p IN 1..3 OUTBOUND "circles/A" GRAPH "traversalGraph"
FILTER p.vertices[1]._key != "G"
FILTER condition.value != p.edges[1].label
RETURN v._key`;
res = db._query(q);
assertEqual(res.count(), 3);
resArr = res.toArray().sort();
assertEqual(resArr, ['B', 'C', 'D'].sort());
},
testMinDepthFilterReference: () => {
let q = `FOR snippet IN ["right"]
LET test = CONCAT(snippet, "_blob")
FOR v, e, p IN 1..2 OUTBOUND "circles/A" GRAPH "traversalGraph"
FILTER p.edges[1].label != test
RETURN v._key`;
let res = db._query(q);
assertEqual(res.count(), 5);
let resArr = res.toArray().sort();
assertEqual(resArr, ['B', 'C', 'E', 'G', 'J'].sort());
}
};
}
function pruneTraversalSuite() {
const optionsToTest = {
DFS: { bfs: false },
BFS: { bfs: true },
Neighbors: { bfs: true, uniqueVertices: 'global' }
};
// We have identical tests for all traversal options.
const appendTests = (testObj, name, opts) => {
testObj[`testAllowPruningOnV${name}`] = () => {
const q = `
WITH ${vn}
FOR v IN 1..3 ANY "${vertex.B}" ${en}
PRUNE v._key == "C"
OPTIONS ${JSON.stringify(opts)}
RETURN v._key
`;
const res = db._query(q);
if (name === "Neighbors") {
assertEqual(res.count(), 4, `In query ${q}`);
assertEqual(res.toArray().sort(), ['A', 'C', 'E', 'F'].sort(), `In query ${q}`);
} else {
assertEqual(res.count(), 5, `In query ${q}`);
assertEqual(res.toArray().sort(), ['A', 'C', 'C', 'E', 'F'].sort(), `In query ${q}`);
}
};
testObj[`testAllowPruningOnE${name}`] = () => {
const q = `
WITH ${vn}
FOR v, e IN 1..3 ANY "${vertex.B}" ${en}
PRUNE e._to == "${vertex.C}"
OPTIONS ${JSON.stringify(opts)}
RETURN v._key
`;
const res = db._query(q);
if (name === "Neighbors") {
assertEqual(res.count(), 4, `In query ${q}`);
assertEqual(res.toArray().sort(), ['A', 'C', 'E', 'F'].sort(), `In query ${q}`);
} else {
assertEqual(res.count(), 5, `In query ${q}`);
assertEqual(res.toArray().sort(), ['A', 'C', 'C', 'E', 'F'].sort(), `In query ${q}`);
}
};
testObj[`testAllowPruningOnP${name}`] = () => {
const q = `
WITH ${vn}
FOR v, e, p IN 1..3 ANY "${vertex.B}" ${en}
PRUNE p.vertices[1]._key == "C"
OPTIONS ${JSON.stringify(opts)}
RETURN v._key
`;
const res = db._query(q);
if (name === "Neighbors") {
assertEqual(res.count(), 4, `In query ${q}`);
assertEqual(res.toArray().sort(), ['A', 'C', 'E', 'F'].sort(), `In query ${q}`);
} else {
assertEqual(res.count(), 5, `In query ${q}`);
assertEqual(res.toArray().sort(), ['A', 'C', 'C', 'E', 'F'].sort(), `In query ${q}`);
}
};
testObj[`testAllowPruningOnPReturnE${name}`] = () => {
const q = `
WITH ${vn}
FOR v, e, p IN 1..3 ANY "${vertex.B}" ${en}
PRUNE p.vertices[1]._key == "C"
OPTIONS ${JSON.stringify(opts)}
RETURN e._id
`;
const res = db._query(q);
if (name === "Neighbors") {
assertEqual(res.count(), 4, `In query ${q}`);
assertEqual(res.toArray().sort(), [edge.AB, edge.BC, edge.EB, edge.FE].sort(), `In query ${q}`);
} else {
assertEqual(res.count(), 5, `In query ${q}`);
assertEqual(res.toArray().sort(), [edge.AB, edge.BC, edge.EB, edge.FE, edge.CF].sort(), `In query ${q}`);
}
};
testObj[`testAllowPruningOnOuterVar${name}`] = () => {
const q = `
WITH ${vn}
FOR key IN ["C", "F"]
FOR v IN 1..3 ANY "${vertex.B}" ${en}
PRUNE v._key == key
OPTIONS ${JSON.stringify(opts)}
RETURN v._key
`;
const res = db._query(q);
if (name === "Neighbors") {
const resKeyC = ['A', 'C', 'E', 'F'];
const resKeyF = ['A', 'C', 'D', 'F', 'E'];
assertEqual(res.count(), resKeyC.length + resKeyF.length, `In query ${q}`);
assertEqual(res.toArray().sort(), resKeyC.concat(resKeyF).sort(), `In query ${q}`);
} else {
const resKeyC = ['A', 'C', 'C', 'E', 'F'];
const resKeyF = ['A', 'C', 'D', 'F', 'E', 'F'];
assertEqual(res.count(), resKeyC.length + resKeyF.length, `In query ${q}`);
assertEqual(res.toArray().sort(), resKeyC.concat(resKeyF).sort(), `In query ${q}`);
}
};
testObj[`testAllowPruningOnVBelowMinDepth${name}`] = () => {
const q = `
WITH ${vn}
FOR v IN 3 ANY "${vertex.B}" ${en}
PRUNE v._key == "C"
OPTIONS ${JSON.stringify(opts)}
RETURN v._key
`;
const res = db._query(q);
if (name === "Neighbors") {
assertEqual(res.count(), 0, `In query ${q}`);
assertEqual(res.toArray().sort(), [].sort(), `In query ${q}`);
} else {
assertEqual(res.count(), 1, `In query ${q}`);
assertEqual(res.toArray().sort(), ['C'].sort(), `In query ${q}`);
}
};
testObj[`testMultipleCoordinatorParts${name}`] = () => {
// This is intendent to test Cluster to/from VPack function of traverser Nodes
// On SingleServer this tests pruning on the startVertex
const q = `
WITH ${vn}
FOR v IN 1 ANY "${vertex.B}" ${en}
PRUNE v._key == "C" /* this actually does not prune */
OPTIONS ${JSON.stringify(opts)}
FOR source IN ${vn}
FILTER source._key == v._key
FOR k IN 2 ANY source ${en}
PRUNE k._key == "C"
OPTIONS ${JSON.stringify(opts)}
RETURN k._key
`;
// The first traversal will find A, C, E
// The Primary Index Scan in the middle is actually
// a noop and only enforces a walk thorugh DBServer
// The Second traversal will find:
// A => C,E
// C => [] // it shall prune the startvertex
// E => A,C,C
const res = db._query(q);
if (name === "Neighbors") {
// The E part does not find C twice
assertEqual(res.count(), 4, `In query ${q}`);
assertEqual(res.toArray().sort(), ["C", "E", "A", "C"].sort(), `In query ${q}`);
} else {
assertEqual(res.count(), 5, `In query ${q}`);
assertEqual(res.toArray().sort(), ["C", "E", "A", "C", "C"].sort(), `In query ${q}`);
}
};
};
const testObj = {
setUpAll: () => {
cleanup();
createBaseGraph();
},
tearDownAll: () => {
cleanup();
}
};
for (let [name, opts] of Object.entries(optionsToTest)) {
appendTests(testObj, name, opts);
}
return testObj;
}
jsunity.run(simpleInboundOutboundSuite);
jsunity.run(limitSuite);
jsunity.run(nestedSuite);
jsunity.run(namedGraphSuite);
jsunity.run(multiCollectionGraphSuite);
jsunity.run(multiEdgeCollectionGraphSuite);
jsunity.run(potentialErrorsSuite);
jsunity.run(complexInternaSuite);
jsunity.run(optimizeInSuite);
jsunity.run(complexFilteringSuite);
jsunity.run(brokenGraphSuite);
jsunity.run(multiEdgeDirectionSuite);
jsunity.run(subQuerySuite);
jsunity.run(optionsSuite);
jsunity.run(optimizeQuantifierSuite);
jsunity.run(exampleGraphsSuite);
if (!isCluster) {
jsunity.run(optimizeNonVertexCentricIndexesSuite);
}
jsunity.run(pruneTraversalSuite);
return jsunity.done();