Java MongoDB 对象版本控制

Question

我需要对存储在面向文档的数据库 (MongoDB) 中的(简单)Java 对象图进行版本控制。对于关系数据库和 Hibernate，我发现了 Envers并对这些可能性感到非常惊讶。是否有类似的东西可以与 Spring Data Documents 一起使用？

我找到了 this post概述我对存储对象版本的想法(以及更多......)，并且我当前的实现工作类似，因为它将对象的副本存储在带有时间戳的单独历史集合中，但我想改进它以保存储存空间。因此，我认为我需要在对象树上实现“差异”操作和重构旧对象的“合并”操作。有没有图书馆可以帮助解决这个问题？

编辑:任何使用 MongoDB 和版本控制的经验都非常感谢!我认为很可能不会有 Spring Data 解决方案。

Answer 1

这就是我最终为 MongoDB 实体实现版本控制的方式。感谢 StackOverflow 社区的帮助!

• 每个实体的更改日志都保存在单独的历史集合中。
• 为了避免保存大量数据，历史集合不存储完整的实例，而只存储第一个版本和版本之间的差异。 (您甚至可以省略第一个版本，并从实体主集合中的当前版本“向后”重构版本。)
• Java Object Diff用于生成对象差异。
• 为了能够正确使用集合，需要实现实体的 equals 方法，以便它测试数据库主键而不是子属性。 (否则，JavaObjectDiff 将无法识别集合元素中的属性更改。)

以下是我用于版本控制的实体(getter/setter 等已删除):

// This entity is stored once (1:1) per entity that is to be versioned
// in an own collection
public class MongoDiffHistoryEntry {
    /* history id */
    private String id;

    /* reference to original entity */
    private String objectId;

    /* copy of original entity (first version) */
    private Object originalObject;

    /* differences collection */
    private List<MongoDiffHistoryChange> differences;

    /* delete flag */
    private boolean deleted;
}

// changeset for a single version
public class MongoDiffHistoryChange {
    private Date historyDate;
    private List<MongoDiffHistoryChangeItem> items;
}

// a single property change
public class MongoDiffHistoryChangeItem {
    /* path to changed property (PropertyPath) */
    private String path;

    /* change state (NEW, CHANGED, REMOVED etc.) */
    private Node.State state;

    /* original value (empty for NEW) */
    private Object base;

    /* new value (empty for REMOVED) */
    private Object modified;
}

这里是 saveChangeHistory 操作:

private void saveChangeHistory(Object working, Object base) {
    assert working != null && base != null;
    assert working.getClass().equals(base.getClass());

    String baseId = ObjectUtil.getPrimaryKeyValue(base).toString();
    String workingId = ObjectUtil.getPrimaryKeyValue(working).toString();
    assert baseId != null && workingId != null && baseId.equals(workingId);

    MongoDiffHistoryEntry entry = getObjectHistory(base.getClass(), baseId);
    if (entry == null) {
        //throw new RuntimeException("history not found: " + base.getClass().getName() + "#" + baseId);
        logger.warn("history lost - create new base history record: {}#{}", base.getClass().getName(), baseId);
        saveNewHistory(base);
        saveHistory(working, base);
        return;
    }

    final MongoDiffHistoryChange change = new MongoDiffHistoryChange();
    change.setHistoryDate(new Date());
    change.setItems(new ArrayList<MongoDiffHistoryChangeItem>());

    ObjectDiffer differ = ObjectDifferFactory.getInstance();
    Node root = differ.compare(working, base);
    root.visit(new MongoDiffHistoryChangeVisitor(change, working, base));

    if (entry.getDifferences() == null)
        entry.setDifferences(new ArrayList<MongoDiffHistoryChange>());
    entry.getDifferences().add(change);

    mongoTemplate.save(entry, getHistoryCollectionName(working.getClass()));
}

这是它在 MongoDB 中的样子:

{
  "_id" : ObjectId("5040a9e73c75ad7e3590e538"),
  "_class" : "MongoDiffHistoryEntry",
  "objectId" : "5034c7a83c75c52dddcbd554",
  "originalObject" : {
      BLABLABLA, including sections collection etc.
  },
  "differences" : [{
      "historyDate" : ISODate("2012-08-31T12:11:19.667Z"),
      "items" : [{
          "path" : "/sections[LetterSection@116a3de]",
          "state" : "ADDED",
          "modified" : {
            "_class" : "LetterSection",
            "_id" : ObjectId("5034c7a83c75c52dddcbd556"),
            "letterId" : "5034c7a83c75c52dddcbd554",
            "sectionIndex" : 2,
            "stringContent" : "BLABLA",
            "contentMimetype" : "text/plain",
            "sectionConfiguration" : "BLUBB"
          }
        }, {
          "path" : "/sections[LetterSection@19546ee]",
          "state" : "REMOVED",
          "base" : {
            "_class" : "LetterSection",
            "_id" : ObjectId("5034c7a83c75c52dddcbd556"),
            "letterId" : "5034c7a83c75c52dddcbd554",
            "sectionIndex" : 2,
            "stringContent" : "BLABLABLA",
            "contentMimetype" : "text/plain",
            "sectionConfiguration" : "BLUBB"
          }
        }]
    }, {
      "historyDate" : ISODate("2012-08-31T13:15:32.574Z"),
      "items" : [{
          "path" : "/sections[LetterSection@44a38a]/stringContent",
          "state" : "CHANGED",
          "base" : "blub5",
          "modified" : "blub6"
        }]
    },
    }],
  "deleted" : false
}

编辑:这是访客代码:

public class MongoDiffHistoryChangeVisitor implements Visitor {

private MongoDiffHistoryChange change;
private Object working;
private Object base;

public MongoDiffHistoryChangeVisitor(MongoDiffHistoryChange change, Object working, Object base) {
    this.change = change;
    this.working = working;
    this.base = base;
}

public void accept(Node node, Visit visit) {
    if (node.isRootNode() && !node.hasChanges() ||
        node.hasChanges() && node.getChildren().isEmpty()) {
        MongoDiffHistoryChangeItem diffItem = new MongoDiffHistoryChangeItem();
        diffItem.setPath(node.getPropertyPath().toString());
        diffItem.setState(node.getState());

        if (node.getState() != State.UNTOUCHED) {
            diffItem.setBase(node.canonicalGet(base));
            diffItem.setModified(node.canonicalGet(working));
        }

        if (change.getItems() == null)
            change.setItems(new ArrayList<MongoDiffHistoryChangeItem>());
        change.getItems().add(diffItem);
    }
}

}