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//
// Integration test of the geo code
//
// Basically, this tests adds a random number of docs with a random number of points,
// given a 2d environment of random precision which is either randomly earth-like or of
// random bounds, and indexes these points after a random amount of points have been added
// with a random number of additional fields which correspond to whether the documents are
// in randomly generated circular, spherical, box, and box-polygon shapes (and exact),
// queried randomly from a set of query types. Each point is randomly either and object
// or array, and all points and document data fields are nested randomly in arrays (or not).
//
// We approximate the user here as a random function :-)
//
// These random point fields can then be tested against all types of geo queries using these random
// shapes.
//
// Tests can be easily reproduced by getting the test number from the output directly before a
// test fails, and hard-wiring that as the test number.
//
load("jstests/libs/slow_weekly_util.js");
testServer = new SlowWeeklyMongod("geo_full");
db = testServer.getDB("test");
var randEnvironment = function() {
// Normal earth environment
if (Random.rand() < 0.5) {
return {
max: 180,
min: -180,
bits: Math.floor(Random.rand() * 32) + 1,
earth: true,
bucketSize: 360 / (4 * 1024 * 1024 * 1024)
};
}
var scales = [0.0001, 0.001, 0.01, 0.1, 1, 10, 100, 1000, 10000, 100000];
var scale = scales[Math.floor(Random.rand() * scales.length)];
var offset = Random.rand() * scale;
var max = Random.rand() * scale + offset;
var min = -Random.rand() * scale + offset;
var bits = Math.floor(Random.rand() * 32) + 1;
var bits = Math.floor(Random.rand() * 32) + 1;
var range = max - min;
var bucketSize = range / (4 * 1024 * 1024 * 1024);
return {max: max, min: min, bits: bits, earth: false, bucketSize: bucketSize};
};
var randPoint = function(env, query) {
if (query && Random.rand() > 0.5)
return query.exact;
if (env.earth)
return [Random.rand() * 360 - 180, Random.rand() * 180 - 90];
var range = env.max - env.min;
return [Random.rand() * range + env.min, Random.rand() * range + env.min];
};
var randLocType = function(loc, wrapIn) {
return randLocTypes([loc], wrapIn)[0];
};
var randLocTypes = function(locs, wrapIn) {
var rLocs = [];
for (var i = 0; i < locs.length; i++) {
rLocs.push(locs[i]);
}
if (wrapIn) {
var wrappedLocs = [];
for (var i = 0; i < rLocs.length; i++) {
var wrapper = {};
wrapper[wrapIn] = rLocs[i];
wrappedLocs.push(wrapper);
}
return wrappedLocs;
}
return rLocs;
};
var randDataType = function() {
var scales = [1, 10, 100, 1000, 10000];
var docScale = scales[Math.floor(Random.rand() * scales.length)];
var locScale = scales[Math.floor(Random.rand() * scales.length)];
var numDocs = 40000;
var maxLocs = 40000;
// Make sure we don't blow past our test resources
while (numDocs * maxLocs > 40000) {
numDocs = Math.floor(Random.rand() * docScale) + 1;
maxLocs = Math.floor(Random.rand() * locScale) + 1;
}
return {numDocs: numDocs, maxLocs: maxLocs};
};
function deg2rad(arg) {
return arg * Math.PI / 180.0;
}
function rad2deg(arg) {
return arg * 180.0 / Math.PI;
}
function computexscandist(latDegrees, maxDistDegrees) {
// See s2cap.cc
//
// Compute the range of longitudes covered by the cap. We use the law
// of sines for spherical triangles. Consider the triangle ABC where
// A is the north pole, B is the center of the cap, and C is the point
// of tangency between the cap boundary and a line of longitude. Then
// C is a right angle, and letting a,b,c denote the sides opposite A,B,C,
// we have sin(a)/sin(A) = sin(c)/sin(C), or sin(A) = sin(a)/sin(c).
// Here "a" is the cap angle, and "c" is the colatitude (90 degrees
// minus the latitude). This formula also works for negative latitudes.
//
// Angle A is the difference of longitudes of B and C.
var sin_c = Math.cos(deg2rad(latDegrees));
var sin_a = Math.sin(deg2rad(maxDistDegrees));
if (sin_a > sin_c) {
// Double floating number error, return invalid distance
return 180;
}
var angleA = Math.asin(sin_a / sin_c);
return rad2deg(angleA);
}
function errorMarginForPoint(env) {
if (!env.bits) {
return 0.01;
}
var scalingFactor = Math.pow(2, env.bits);
return ((env.max - env.min) / scalingFactor) * Math.sqrt(2);
}
function pointIsOK(startPoint, radius, env) {
var error = errorMarginForPoint(env);
var distDegrees = rad2deg(radius) + error;
// TODO SERVER-24440: Points close to the north and south poles may fail to be returned by
// $nearSphere queries answered using a "2d" index. We have empirically found that points with
// latitudes between 89 and 90 degrees are potentially affected by this issue, so we
// additionally reject any coordinates with a latitude that falls within that range.
if ((startPoint[1] + distDegrees > 89) || (startPoint[1] - distDegrees < -89)) {
return false;
}
var xscandist = computexscandist(startPoint[1], distDegrees);
return (startPoint[0] + xscandist < 180) && (startPoint[0] - xscandist > -180);
}
var randQuery = function(env) {
var center = randPoint(env);
var sphereRadius = -1;
var sphereCenter = null;
if (env.earth) {
// Get a start point that doesn't require wrapping
// TODO: Are we a bit too aggressive with wrapping issues?
var i;
for (i = 0; i < 5; i++) {
sphereRadius = Random.rand() * 45 * Math.PI / 180;
sphereCenter = randPoint(env);
if (pointIsOK(sphereCenter, sphereRadius, env)) {
break;
}
}
if (i == 5)
sphereRadius = -1;
}
var box = [randPoint(env), randPoint(env)];
var boxPoly = [
[box[0][0], box[0][1]],
[box[0][0], box[1][1]],
[box[1][0], box[1][1]],
[box[1][0], box[0][1]]
];
if (box[0][0] > box[1][0]) {
var swap = box[0][0];
box[0][0] = box[1][0];
box[1][0] = swap;
}
if (box[0][1] > box[1][1]) {
var swap = box[0][1];
box[0][1] = box[1][1];
box[1][1] = swap;
}
return {
center: center,
radius: box[1][0] - box[0][0],
exact: randPoint(env),
sphereCenter: sphereCenter,
sphereRadius: sphereRadius,
box: box,
boxPoly: boxPoly
};
};
var resultTypes = {
"exact": function(loc) {
return query.exact[0] == loc[0] && query.exact[1] == loc[1];
},
"center": function(loc) {
return Geo.distance(query.center, loc) <= query.radius;
},
"box": function(loc) {
return loc[0] >= query.box[0][0] && loc[0] <= query.box[1][0] &&
loc[1] >= query.box[0][1] && loc[1] <= query.box[1][1];
},
"sphere": function(loc) {
return (query.sphereRadius >= 0
? (Geo.sphereDistance(query.sphereCenter, loc) <= query.sphereRadius)
: false);
},
"poly": function(loc) {
return loc[0] >= query.box[0][0] && loc[0] <= query.box[1][0] &&
loc[1] >= query.box[0][1] && loc[1] <= query.box[1][1];
}
};
var queryResults = function(locs, query, results) {
if (!results["center"]) {
for (var type in resultTypes) {
results[type] = {docsIn: 0, docsOut: 0, locsIn: 0, locsOut: 0};
}
}
var indResults = {};
for (var type in resultTypes) {
indResults[type] = {docIn: false, locsIn: 0, locsOut: 0};
}
for (var type in resultTypes) {
var docIn = false;
for (var i = 0; i < locs.length; i++) {
if (resultTypes[type](locs[i])) {
results[type].locsIn++;
indResults[type].locsIn++;
indResults[type].docIn = true;
} else {
results[type].locsOut++;
indResults[type].locsOut++;
}
}
if (indResults[type].docIn)
results[type].docsIn++;
else
results[type].docsOut++;
}
return indResults;
};
var randQueryAdditions = function(doc, indResults) {
for (var type in resultTypes) {
var choice = Random.rand();
if (Random.rand() < 0.25)
doc[type] = (indResults[type].docIn ? {docIn: "yes"} : {docIn: "no"});
else if (Random.rand() < 0.5)
doc[type] = (indResults[type].docIn ? {docIn: ["yes"]} : {docIn: ["no"]});
else if (Random.rand() < 0.75)
doc[type] = (indResults[type].docIn ? [{docIn: "yes"}] : [{docIn: "no"}]);
else
doc[type] = (indResults[type].docIn ? [{docIn: ["yes"]}] : [{docIn: ["no"]}]);
}
};
var randIndexAdditions = function(indexDoc) {
for (var type in resultTypes) {
if (Random.rand() < 0.5)
continue;
var choice = Random.rand();
if (Random.rand() < 0.5)
indexDoc[type] = 1;
else
indexDoc[type + ".docIn"] = 1;
}
};
var randYesQuery = function() {
var choice = Math.floor(Random.rand() * 7);
if (choice == 0)
return {$ne: "no"};
else if (choice == 1)
return "yes";
else if (choice == 2)
return /^yes/;
else if (choice == 3)
return {$in: ["good", "yes", "ok"]};
else if (choice == 4)
return {$exists: true};
else if (choice == 5)
return {$nin: ["bad", "no", "not ok"]};
else if (choice == 6)
return {$not: /^no/};
};
var locArray = function(loc) {
if (loc.x)
return [loc.x, loc.y];
if (!loc.length)
return [loc[0], loc[1]];
return loc;
};
var locsArray = function(locs) {
if (locs.loc) {
arr = [];
for (var i = 0; i < locs.loc.length; i++)
arr.push(locArray(locs.loc[i]));
return arr;
} else {
arr = [];
for (var i = 0; i < locs.length; i++)
arr.push(locArray(locs[i].loc));
return arr;
}
};
var minBoxSize = function(env, box) {
return env.bucketSize * Math.pow(2, minBucketScale(env, box));
};
var minBucketScale = function(env, box) {
if (box.length && box[0].length)
box = [box[0][0] - box[1][0], box[0][1] - box[1][1]];
if (box.length)
box = Math.max(box[0], box[1]);
print(box);
print(env.bucketSize);
return Math.ceil(Math.log(box / env.bucketSize) / Math.log(2));
};
// TODO: Add spherical $uniqueDocs tests
var numTests = 100;
// Our seed will change every time this is run, but
// each individual test will be reproducible given
// that seed and test number
var seed = new Date().getTime();
// seed = 175 + 288 + 12
for (var test = 0; test < numTests; test++) {
Random.srand(seed + test);
// Random.srand( 42240 )
// Random.srand( 7344 )
var t = db.testAllGeo;
t.drop();
print("Generating test environment #" + test);
var env = randEnvironment();
// env.bits = 11
var query = randQuery(env);
var data = randDataType();
// data.numDocs = 5; data.maxLocs = 1;
var paddingSize = Math.floor(Random.rand() * 10 + 1);
var results = {};
var totalPoints = 0;
print("Calculating target results for " + data.numDocs + " docs with max " + data.maxLocs +
" locs ");
var bulk = t.initializeUnorderedBulkOp();
for (var i = 0; i < data.numDocs; i++) {
var numLocs = Math.floor(Random.rand() * data.maxLocs + 1);
totalPoints += numLocs;
var multiPoint = [];
for (var p = 0; p < numLocs; p++) {
var point = randPoint(env, query);
multiPoint.push(point);
}
var indResults = queryResults(multiPoint, query, results);
var doc;
// Nest the keys differently
if (Random.rand() < 0.5)
doc = {locs: {loc: randLocTypes(multiPoint)}};
else
doc = {locs: randLocTypes(multiPoint, "loc")};
randQueryAdditions(doc, indResults);
doc._id = i;
bulk.insert(doc);
}
assert.writeOK(bulk.execute());
var indexDoc = {"locs.loc": "2d"};
randIndexAdditions(indexDoc);
// "earth" is used to drive test setup and not a valid createIndexes option or required at this
// point. It must be removed before calling ensureIndexes().
delete env.earth;
assert.commandWorked(t.ensureIndex(indexDoc, env));
assert.isnull(db.getLastError());
var padding = "x";
for (var i = 0; i < paddingSize; i++)
padding = padding + padding;
print(padding);
printjson({
seed: seed,
test: test,
env: env,
query: query,
data: data,
results: results,
paddingSize: paddingSize
});
// exact
print("Exact query...");
assert.eq(
results.exact.docsIn,
t.find({"locs.loc": randLocType(query.exact), "exact.docIn": randYesQuery()}).count());
// $center
print("Center query...");
print("Min box : " + minBoxSize(env, query.radius));
assert.eq(results.center.docsIn,
t.find({
"locs.loc": {$within: {$center: [query.center, query.radius], $uniqueDocs: 1}},
"center.docIn": randYesQuery()
}).count());
print("Center query update...");
var res = t.update({
"locs.loc": {$within: {$center: [query.center, query.radius], $uniqueDocs: true}},
"center.docIn": randYesQuery()
},
{$set: {centerPaddingA: padding}},
false,
true);
assert.eq(results.center.docsIn, res.nModified);
if (query.sphereRadius >= 0) {
print("Center sphere query...");
// $centerSphere
assert.eq(
results.sphere.docsIn,
t.find({
"locs.loc": {$within: {$centerSphere: [query.sphereCenter, query.sphereRadius]}},
"sphere.docIn": randYesQuery()
}).count());
print("Center sphere query update...");
res = t.update({
"locs.loc": {
$within:
{$centerSphere: [query.sphereCenter, query.sphereRadius], $uniqueDocs: true}
},
"sphere.docIn": randYesQuery()
},
{$set: {spherePaddingA: padding}},
false,
true);
assert.eq(results.sphere.docsIn, res.nModified);
}
// $box
print("Box query...");
assert.eq(results.box.docsIn, t.find({
"locs.loc": {$within: {$box: query.box, $uniqueDocs: true}},
"box.docIn": randYesQuery()
}).count());
// $polygon
print("Polygon query...");
assert.eq(results.poly.docsIn, t.find({
"locs.loc": {$within: {$polygon: query.boxPoly}},
"poly.docIn": randYesQuery()
}).count());
var defaultDocLimit = 100;
// $near
print("Near query...");
assert.eq(results.center.docsIn,
t.find({"locs.loc": {$near: query.center, $maxDistance: query.radius}}).count(true),
"Near query: center: " + query.center + "; radius: " + query.radius + "; docs: " +
results.center.docsIn + "; locs: " + results.center.locsIn);
if (query.sphereRadius >= 0) {
print("Near sphere query...");
// $centerSphere
assert.eq(
results.sphere.docsIn,
t.find({
"locs.loc": {$nearSphere: query.sphereCenter, $maxDistance: query.sphereRadius}
}).count(true),
"Near sphere query: sphere center: " + query.sphereCenter + "; radius: " +
query.sphereRadius + "; docs: " + results.sphere.docsIn + "; locs: " +
results.sphere.locsIn);
}
// geoNear
// results limited by size of objects
if (data.maxLocs < defaultDocLimit) {
// GeoNear query
print("GeoNear query...");
// GeoNear command has a default doc limit 100.
assert.eq(
Math.min(defaultDocLimit, results.center.docsIn),
t.getDB()
.runCommand({geoNear: "testAllGeo", near: query.center, maxDistance: query.radius})
.results.length,
"GeoNear query: center: " + query.center + "; radius: " + query.radius + "; docs: " +
results.center.docsIn + "; locs: " + results.center.locsIn);
var num = Math.min(2 * defaultDocLimit, 2 * results.center.docsIn);
var output = db.runCommand({
geoNear: "testAllGeo",
near: query.center,
maxDistance: query.radius,
includeLocs: true,
num: num
}).results;
assert.eq(Math.min(num, results.center.docsIn),
output.length,
"GeoNear query with limit of " + num + ": center: " + query.center +
"; radius: " + query.radius + "; docs: " + results.center.docsIn +
"; locs: " + results.center.locsIn);
var distance = 0;
for (var i = 0; i < output.length; i++) {
var retDistance = output[i].dis;
var retLoc = locArray(output[i].loc);
var arrLocs = locsArray(output[i].obj.locs);
assert.contains(retLoc, arrLocs);
var distInObj = false;
for (var j = 0; j < arrLocs.length && distInObj == false; j++) {
var newDistance = Geo.distance(locArray(query.center), arrLocs[j]);
distInObj =
(newDistance >= retDistance - 0.0001 && newDistance <= retDistance + 0.0001);
}
assert(distInObj);
assert.between(retDistance - 0.0001,
Geo.distance(locArray(query.center), retLoc),
retDistance + 0.0001);
assert.lte(retDistance, query.radius);
assert.gte(retDistance, distance);
distance = retDistance;
}
}
// $polygon
print("Polygon remove...");
res =
t.remove({"locs.loc": {$within: {$polygon: query.boxPoly}}, "poly.docIn": randYesQuery()});
assert.eq(results.poly.docsIn, res.nRemoved);
}
testServer.stop();
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