使用google maps SDK for iOS进行标记聚类?

时间:2013-11-24 14:20:59

标签: google-maps google-maps-sdk-ios

我在iOS应用中使用Google Maps SDK,我需要对彼此非常接近的标记进行分组 - 基本上需要使用标记群集,如附加网址中所示。我能够在Android地图SDK中获得此功能,但我找不到iOS Google Maps SDK的任何库。

你可以为此推荐任何图书馆吗? 建议一种为此实现自定义库的方法吗?

Marker_Clusterer_Full.png

(这张照片的Source

4 个答案:

答案 0 :(得分:26)

要了解此双地图解决方案的基本概念,请查看此WWDC 2011 video(从22'30)。地图套件代码直接从该视频中提取,除了我在几个笔记中描述的一些内容。 Google Map SDK解决方案只是一种改编。

主要想法:隐藏地图并保存每一个注释,包括合并的地图(我的代码中为allAnnotationMapView)。另一个是可见的,只显示集群的注释或注释,如果它是单一的(我的代码中的mapView)。

第二个主要想法:我将可见地图(加上边距)划分为正方形,并将特定正方形中的每个注释合并为一个注释。

我用于Google Maps SDK的代码(请注意,我在GMSMapView类上提供了markers属性时写了这个代码。它已经不存在了,但你可以跟踪你在自己的数组中添加的所有标记,并使用此数组而不是调用mapView.markers):

- (void)loadView {
    [super loadView];
    self.mapView =  [[GMSMapView alloc] initWithFrame:self.view.frame];
    self.mapView.delegate = self;
    self.allAnnotationMapView = [[GMSMapView alloc] initWithFrame:self.view.frame]; // can't be zero or you'll have weard results (I don't remember exactly why)
    self.view = self.mapView;
    UIPinchGestureRecognizer* pinchRecognizer = [[UIPinchGestureRecognizer alloc] initWithTarget:self action:@selector(didZoom:)];
    [pinchRecognizer setDelegate:self];
    [self.mapView addGestureRecognizer:pinchRecognizer];
}

- (void)didZoom:(UIGestureRecognizer*)gestureRecognizer {
    if (gestureRecognizer.state == UIGestureRecognizerStateEnded){
        [self updateVisibleAnnotations];
    }
}

- (float)distanceFrom:(CGPoint)point1 to:(CGPoint)point2 {
    CGFloat xDist = (point2.x - point1.x);
    CGFloat yDist = (point2.y - point1.y);
    return sqrt((xDist * xDist) + (yDist * yDist));
}

- (NSSet *)annotationsInRect:(CGRect)rect forMapView:(GMSMapView *)mapView {
    GMSProjection *projection = self.mapView.projection; //always take self.mapView because it is the only one zoomed on screen
    CLLocationCoordinate2D southWestCoordinates = [projection coordinateForPoint:CGPointMake(rect.origin.x, rect.origin.y + rect.size.height)];
    CLLocationCoordinate2D northEastCoordinates = [projection coordinateForPoint:CGPointMake(rect.origin.x + rect.size.width, rect.origin.y)];
    NSMutableSet *annotations = [NSMutableSet set];
    for (GMSMarker *marker in mapView.markers) {
        if (marker.position.latitude < southWestCoordinates.latitude || marker.position.latitude >= northEastCoordinates.latitude) {
            continue;
        }
        if (marker.position.longitude < southWestCoordinates.longitude || marker.position.longitude >= northEastCoordinates.longitude) {
            continue;
        }
        [annotations addObject:marker.userData];
    }
    return annotations;
}

- (GMSMarker *)viewForAnnotation:(PointMapItem *)item forMapView:(GMSMapView *)mapView{
    for (GMSMarker *marker in mapView.markers) {
        if (marker.userData == item) {
            return marker;
        }
    }
    return nil;
}

- (void)updateVisibleAnnotations {
    static float marginFactor = 1.0f;
    static float bucketSize = 100.0f;
    CGRect visibleMapRect = self.view.frame;
    CGRect adjustedVisibleMapRect = CGRectInset(visibleMapRect, -marginFactor * visibleMapRect.size.width, -marginFactor * visibleMapRect.size.height);

    double startX = CGRectGetMinX(adjustedVisibleMapRect);
    double startY = CGRectGetMinY(adjustedVisibleMapRect);
    double endX = CGRectGetMaxX(adjustedVisibleMapRect);
    double endY = CGRectGetMaxY(adjustedVisibleMapRect);
    CGRect gridMapRect = CGRectMake(0, 0, bucketSize, bucketSize);
    gridMapRect.origin.y = startY;
    while(CGRectGetMinY(gridMapRect) <= endY) {
        gridMapRect.origin.x = startX;
        while (CGRectGetMinX(gridMapRect) <= endX) {
            NSSet *allAnnotationsInBucket = [self annotationsInRect:gridMapRect forMapView:self.allAnnotationMapView];
            NSSet *visibleAnnotationsInBucket = [self annotationsInRect:gridMapRect forMapView:self.mapView];
            NSMutableSet *filteredAnnotationsInBucket = [[allAnnotationsInBucket objectsPassingTest:^BOOL(id obj, BOOL *stop) {
                BOOL isPointMapItem = [obj isKindOfClass:[PointMapItem class]];
                BOOL shouldBeMerged = NO;
                if (isPointMapItem) {
                    PointMapItem *pointItem = (PointMapItem *)obj;
                    shouldBeMerged = pointItem.shouldBeMerged;
                }
                return shouldBeMerged;
            }] mutableCopy];
            NSSet *notMergedAnnotationsInBucket = [allAnnotationsInBucket objectsPassingTest:^BOOL(id obj, BOOL *stop) {
                BOOL isPointMapItem = [obj isKindOfClass:[PointMapItem class]];
                BOOL shouldBeMerged = NO;
                if (isPointMapItem) {
                    PointMapItem *pointItem = (PointMapItem *)obj;
                    shouldBeMerged = pointItem.shouldBeMerged;
                }
                return isPointMapItem && !shouldBeMerged;
            }];
            for (PointMapItem *item in notMergedAnnotationsInBucket) {
                [self addAnnotation:item inMapView:self.mapView animated:NO];
            }

            if(filteredAnnotationsInBucket.count > 0) {
                PointMapItem *annotationForGrid = (PointMapItem *)[self annotationInGrid:gridMapRect usingAnnotations:filteredAnnotationsInBucket];
                [filteredAnnotationsInBucket removeObject:annotationForGrid];
                annotationForGrid.containedAnnotations = [filteredAnnotationsInBucket allObjects];
                [self removeAnnotation:annotationForGrid inMapView:self.mapView];
                [self addAnnotation:annotationForGrid inMapView:self.mapView animated:NO];
                if (filteredAnnotationsInBucket.count > 0){
                //                    [self.mapView deselectAnnotation:annotationForGrid animated:NO];
                }
                for (PointMapItem *annotation in filteredAnnotationsInBucket) {
                //                    [self.mapView deselectAnnotation:annotation animated:NO];
                    annotation.clusterAnnotation = annotationForGrid;
                    annotation.containedAnnotations = nil;
                    if ([visibleAnnotationsInBucket containsObject:annotation]) {
                        CLLocationCoordinate2D actualCoordinate = annotation.coordinate;
                        [UIView animateWithDuration:0.3 animations:^{
                            annotation.coordinate = annotation.clusterAnnotation.coordinate;
                        } completion:^(BOOL finished) {
                            annotation.coordinate = actualCoordinate;
                            [self removeAnnotation:annotation inMapView:self.mapView];
                        }];
                    }
                }
            }
            gridMapRect.origin.x += bucketSize;
        }
        gridMapRect.origin.y += bucketSize;
    }
}

- (PointMapItem *)annotationInGrid:(CGRect)gridMapRect usingAnnotations:(NSSet *)annotations {
    NSSet *visibleAnnotationsInBucket = [self annotationsInRect:gridMapRect forMapView:self.mapView];
    NSSet *annotationsForGridSet = [annotations objectsPassingTest:^BOOL(id obj, BOOL *stop) {
        BOOL returnValue = ([visibleAnnotationsInBucket containsObject:obj]);
        if (returnValue) {
            *stop = YES;
        }
        return returnValue;
    }];

    if (annotationsForGridSet.count != 0) {
        return [annotationsForGridSet anyObject];
    }

    CGPoint centerMapPoint = CGPointMake(CGRectGetMidX(gridMapRect), CGRectGetMidY(gridMapRect));
    NSArray *sortedAnnotations = [[annotations allObjects] sortedArrayUsingComparator:^(id obj1, id obj2) {
        CGPoint mapPoint1 = [self.mapView.projection pointForCoordinate:((PointMapItem *)obj1).coordinate];
        CGPoint mapPoint2 = [self.mapView.projection pointForCoordinate:((PointMapItem *)obj2).coordinate];

        CLLocationDistance distance1 = [self distanceFrom:mapPoint1 to:centerMapPoint];
        CLLocationDistance distance2 = [self distanceFrom:mapPoint2 to:centerMapPoint];

        if (distance1 < distance2) {
            return NSOrderedAscending;
        }
        else if (distance1 > distance2) {
            return NSOrderedDescending;
        }
        return NSOrderedSame;
    }];
    return [sortedAnnotations objectAtIndex:0];
    return nil;
}


- (void)addAnnotation:(PointMapItem *)item inMapView:(GMSMapView *)mapView {
    [self addAnnotation:item inMapView:mapView animated:YES];
}

- (void)addAnnotation:(PointMapItem *)item inMapView:(GMSMapView *)mapView animated:(BOOL)animated {
    GMSMarker *marker = [[GMSMarker alloc] init];
    GMSMarkerAnimation animation = kGMSMarkerAnimationNone;
    if (animated) {
        animation = kGMSMarkerAnimationPop;
    }
    marker.appearAnimation = animation;
    marker.title = item.title;
    marker.icon = [[AnnotationsViewUtils getInstance] imageForItem:item];
    marker.position = item.coordinate;
    marker.map = mapView;
    marker.userData = item;
    //    item.associatedMarker = marker;
}

- (void)addAnnotations:(NSArray *)items inMapView:(GMSMapView *)mapView {
    [self addAnnotations:items inMapView:mapView animated:YES];
}

- (void)addAnnotations:(NSArray *)items inMapView:(GMSMapView *)mapView animated:(BOOL)animated {
    for (PointMapItem *item in items) {
        [self addAnnotation:item inMapView:mapView];
    }
}

- (void)removeAnnotation:(PointMapItem *)item inMapView:(GMSMapView *)mapView {
    // Try to make that work because it avoid loopigng through all markers each time we just want to delete one...
    // Plus, your associatedMarker property should be weak to avoid memory cycle because userData hold strongly the item
    //    GMSMarker *marker = item.associatedMarker;
    //    marker.map = nil;
    for (GMSMarker *marker in mapView.markers) {
        if (marker.userData == item) {
            marker.map = nil;
        }
    }
}

- (void)removeAnnotations:(NSArray *)items inMapView:(GMSMapView *)mapView {
    for (PointMapItem *item in items) {
        [self removeAnnotation:item inMapView:mapView];
    }
}

一些注意事项:

  • PointMapItem是我的注释数据类(如果我们使用Map套件,则id<MKAnnotation>)。
  • 这里我在shouldBeMerged上使用了PointMapItem属性,因为有些注释我不想合并。如果您不需要,请删除正在使用它的部分,或将shouldBeMerged设置为YES以获取所有注释。但是,如果您不想合并用户位置,则应该继续进行类测试!
  • 如果要添加注释,请将其添加到隐藏的allAnnotationMapView并调用updateVisibleAnnotationupdateVisibleAnnotation方法负责选择要合并的注释和要显示的注释。然后,它会将注释添加到mapView,这是可见的。

对于Map Kit,我使用以下代码:

- (void)didZoom:(UIGestureRecognizer*)gestureRecognizer {
    if (gestureRecognizer.state == UIGestureRecognizerStateEnded){
        [self updateVisibleAnnotations];
    }
}
- (void)updateVisibleAnnotations {
    static float marginFactor = 2.0f;
    static float bucketSize = 50.0f;
    MKMapRect visibleMapRect = [self.mapView visibleMapRect];
    MKMapRect adjustedVisibleMapRect = MKMapRectInset(visibleMapRect, -marginFactor * visibleMapRect.size.width, -marginFactor * visibleMapRect.size.height);

    CLLocationCoordinate2D leftCoordinate = [self.mapView convertPoint:CGPointZero toCoordinateFromView:self.view];
    CLLocationCoordinate2D rightCoordinate = [self.mapView convertPoint:CGPointMake(bucketSize, 0) toCoordinateFromView:self.view];
    double gridSize = MKMapPointForCoordinate(rightCoordinate).x - MKMapPointForCoordinate(leftCoordinate).x;
    MKMapRect gridMapRect = MKMapRectMake(0, 0, gridSize, gridSize);

    double startX = floor(MKMapRectGetMinX(adjustedVisibleMapRect) / gridSize) * gridSize;
    double startY = floor(MKMapRectGetMinY(adjustedVisibleMapRect) / gridSize) * gridSize;
    double endX = floor(MKMapRectGetMaxX(adjustedVisibleMapRect) / gridSize) * gridSize;
    double endY = floor(MKMapRectGetMaxY(adjustedVisibleMapRect) / gridSize) * gridSize;

    gridMapRect.origin.y = startY;
    while(MKMapRectGetMinY(gridMapRect) <= endY) {
        gridMapRect.origin.x = startX;
        while (MKMapRectGetMinX(gridMapRect) <= endX) {
            NSSet *allAnnotationsInBucket = [self.allAnnotationMapView annotationsInMapRect:gridMapRect];
            NSSet *visibleAnnotationsInBucket = [self.mapView annotationsInMapRect:gridMapRect];

            NSMutableSet *filteredAnnotationsInBucket = [[allAnnotationsInBucket objectsPassingTest:^BOOL(id obj, BOOL *stop) {
                BOOL isPointMapItem = [obj isKindOfClass:[PointMapItem class]];
                BOOL shouldBeMerged = NO;
                if (isPointMapItem) {
                    PointMapItem *pointItem = (PointMapItem *)obj;
                    shouldBeMerged = pointItem.shouldBeMerged;
                }
                return shouldBeMerged;
            }] mutableCopy];
            NSSet *notMergedAnnotationsInBucket = [allAnnotationsInBucket objectsPassingTest:^BOOL(id obj, BOOL *stop) {
                BOOL isPointMapItem = [obj isKindOfClass:[PointMapItem class]];
                BOOL shouldBeMerged = NO;
                if (isPointMapItem) {
                    PointMapItem *pointItem = (PointMapItem *)obj;
                    shouldBeMerged = pointItem.shouldBeMerged;
                }
                return isPointMapItem && !shouldBeMerged;
            }];
            for (PointMapItem *item in notMergedAnnotationsInBucket) {
                [self.mapView addAnnotation:item];
            }

            if(filteredAnnotationsInBucket.count > 0) {
                PointMapItem *annotationForGrid = (PointMapItem *)[self annotationInGrid:gridMapRect usingAnnotations:filteredAnnotationsInBucket];
                [filteredAnnotationsInBucket removeObject:annotationForGrid];
                annotationForGrid.containedAnnotations = [filteredAnnotationsInBucket allObjects];
                [self.mapView addAnnotation:annotationForGrid];
                //force reload of the image because it's not done if annotationForGrid is already present in the bucket!!
                MKAnnotationView* annotationView = [self.mapView viewForAnnotation:annotationForGrid];
                NSString *imageName = [AnnotationsViewUtils imageNameForItem:annotationForGrid selected:NO];
                UILabel *countLabel = [[UILabel alloc] initWithFrame:CGRectMake(15, 2, 8, 8)];
                [countLabel setFont:[UIFont fontWithName:POINT_FONT_NAME size:10]];
                [countLabel setTextColor:[UIColor whiteColor]];
                [annotationView addSubview:countLabel];
                imageName = [AnnotationsViewUtils imageNameForItem:annotationForGrid selected:NO];
                annotationView.image = [UIImage imageNamed:imageName];

                if (filteredAnnotationsInBucket.count > 0){
                    [self.mapView deselectAnnotation:annotationForGrid animated:NO];
                }
                for (PointMapItem *annotation in filteredAnnotationsInBucket) {
                    [self.mapView deselectAnnotation:annotation animated:NO];
                    annotation.clusterAnnotation = annotationForGrid;
                    annotation.containedAnnotations = nil;
                    if ([visibleAnnotationsInBucket containsObject:annotation]) {
                        CLLocationCoordinate2D actualCoordinate = annotation.coordinate;
                        [UIView animateWithDuration:0.3 animations:^{
                            annotation.coordinate = annotation.clusterAnnotation.coordinate;
                        } completion:^(BOOL finished) {
                            annotation.coordinate = actualCoordinate;
                            [self.mapView removeAnnotation:annotation];
                        }];
                    }
                }
            }
            gridMapRect.origin.x += gridSize;
        }
        gridMapRect.origin.y += gridSize;
    }
}

- (id<MKAnnotation>)annotationInGrid:(MKMapRect)gridMapRect usingAnnotations:(NSSet *)annotations {
    NSSet *visibleAnnotationsInBucket = [self.mapView annotationsInMapRect:gridMapRect];
    NSSet *annotationsForGridSet = [annotations objectsPassingTest:^BOOL(id obj, BOOL *stop) {
        BOOL returnValue = ([visibleAnnotationsInBucket containsObject:obj]);
        if (returnValue) {
            *stop = YES;
        }
        return returnValue;
    }];

    if (annotationsForGridSet.count != 0) {
        return [annotationsForGridSet anyObject];
    }
    MKMapPoint centerMapPoint = MKMapPointMake(MKMapRectGetMinX(gridMapRect), MKMapRectGetMidY(gridMapRect));
    NSArray *sortedAnnotations = [[annotations allObjects] sortedArrayUsingComparator:^(id obj1, id obj2) {
        MKMapPoint mapPoint1 = MKMapPointForCoordinate(((id<MKAnnotation>)obj1).coordinate);
        MKMapPoint mapPoint2 = MKMapPointForCoordinate(((id<MKAnnotation>)obj2).coordinate);

        CLLocationDistance distance1 = MKMetersBetweenMapPoints(mapPoint1, centerMapPoint);
        CLLocationDistance distance2 = MKMetersBetweenMapPoints(mapPoint2, centerMapPoint);

        if (distance1 < distance2) {
            return NSOrderedAscending;
        }
        else if (distance1 > distance2) {
            return NSOrderedDescending;
        }
        return NSOrderedSame;
    }];
    return [sortedAnnotations objectAtIndex:0];
}

两者都应该可以正常工作,但如果您有任何疑问,请随时提问!

答案 1 :(得分:20)

经过长时间的研究,我终于找到了一个很棒的家伙。

非常感谢你 DDRBoxman

检查他的github:https://github.com/DDRBoxman/google-maps-ios-utils

他最近推出了一些代码示例。

当我想运行他的项目时,我遇到了一些问题。我刚刚删除了Google Maps SDK,并按照完整的Google教程来整合Google Maps SDK。然后,没有更多的问题,我能够运行该应用程序。 不要忘记将API KEY放在AppDelegate.m中。

我将在接下来的几天使用此lib,如果发现一些错误,我会通知您。

编辑#1 :这些天我在集群上工作了很多。我的最终方法是集成MKMapView,在MKMapView上创建集群(比在Google Maps SDK for iOS上更容易),并将Google Maps Places集成到我的iOS项目中。 这种方法的表现比前一种表现更好。

编辑#2 :我不知道你是否使用Realm,或者你打算使用它,但它们为地图聚类提供了一个非常好的解决方案:https://realm.io/news/building-an-ios-clustered-map-view-in-objective-c/

答案 2 :(得分:2)

我有一个应用程序处理此问题,下面是代码

  1. 循环数组中的所有标记(nsdictionary)

  2. 使用gmsmapview.projection获取CGPoint,以确定标记是否应该组合在一起

  3. 3我使用100分进行测试,响应时间非常满意。

    4如果缩放级别差异超过0.5,地图将重绘;

      -(float)distance :(CGPoint)pointA point:(CGPoint) pointB{
    
            return sqrt( (pow((pointA.x - pointB.x),2) + pow((pointA.y-pointB.y),2)));
    
        }
    
    
    
    
        -(void)mapView:(GMSMapView *)mapView didChangeCameraPosition:(GMSCameraPosition *)position{
    
            float currentZoomLevel = mapView.camera.zoom;
    
            if (fabs(currentZoomLevel- lastZoomLevel_)>0.5){
    
                lastZoomLevel_ = currentZoomLevel;
    
                markersGroupArray_ = [[NSMutableArray alloc] init];
    
                for (NSDictionary *photo in photoArray_){
    
                    float coordx = [[photo objectForKey:@"coordx"]floatValue];
                    float coordy = [[photo objectForKey:@"coordy"] floatValue];
    
                    CLLocationCoordinate2D coord = CLLocationCoordinate2DMake(coordx, coordy);
    
                    CGPoint currentPoint = [mapView.projection pointForCoordinate:coord];
    
                    if ([markersGroupArray_ count] == 0){
    
                        NSMutableArray *array = [[NSMutableArray alloc] initWithObjects:photo, nil];
    
                        [markersGroupArray_ addObject:array];
    
                    }
                    else{
    
                        bool flag_groupadded = false;
    
                        int counter= 0;
                        for (NSMutableArray *array in markersGroupArray_){
    
                            for (NSDictionary *marker in array){
    
                                float mcoordx = [[marker objectForKey:@"coordx"]floatValue];
                                float mcoordy = [[marker objectForKey:@"coordy"]floatValue];
    
                                CLLocationCoordinate2D mcoord = CLLocationCoordinate2DMake(mcoordx, mcoordy);
                                CGPoint mpt = [mapView.projection pointForCoordinate:mcoord];
    
                                if ([self distance:mpt point:currentPoint] <30){
                                    flag_groupadded = YES;
                                    break;
                                }
    
    
                            }
                            if (flag_groupadded){
    
                                break;
                            }
                            counter++;
    
                        }
    
    
                        if (flag_groupadded){
    
                            if ([markersGroupArray_ count]>counter){
                                NSMutableArray *groupArray = [markersGroupArray_ objectAtIndex:counter];
                                [groupArray insertObject:photo atIndex:0];
                                [markersGroupArray_ replaceObjectAtIndex:counter withObject:groupArray];
                            }
                        }
                        else if (!flag_groupadded){
    
                            NSMutableArray * array = [[NSMutableArray alloc]initWithObjects:photo, nil];
                            [markersGroupArray_ addObject:array];
                        }
    
                    }
    
                } // for loop for photoArray
    
    
    
                // display group point
    
    
                [mapView clear];
    
                photoMarkers_ = [[NSMutableArray alloc] init];
    
                for (NSArray *array in markersGroupArray_){
    
                    NSLog(@"arry count %d",[array count]);
    
                    NSDictionary *item = [array objectAtIndex:0];
    
                    float coordx = [[item objectForKey:@"coordx"]floatValue];
                    float coordy = [[item objectForKey:@"coordy"] floatValue];
    
                    CLLocationCoordinate2D coord = CLLocationCoordinate2DMake(coordx, coordy);
    
                    GMSMarker *marker = [[GMSMarker alloc] init];
                    marker.position = coord;
                    marker.map = mapView;
    
                    [photoMarkers_ addObject:marker];
    
                    marker = nil;
    
    
                }
    
    
    
                NSLog(@"markers %@",photoMarkers_);
    
            } // zoomlevel diffference thersold
    
    
        }
    

答案 3 :(得分:0)

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