如何在Scala中从mongodB获取数据

Question

我编写了以下代码以从MongoDB中获取数据

list = ["nan","1.27"]
for x in range(len(list)):
    if list[x] == "nan":
        list[x] = None # Or list[x] = ""

但是，当我尝试从import com.typesafe.config.ConfigFactory import org.mongodb.scala.{ Document, MongoClient, MongoCollection, MongoDatabase } import scala.concurrent.ExecutionContext object MongoService extends Service { val conf = ConfigFactory.load() implicit val mongoService: MongoClient = MongoClient(conf.getString("mongo.url")) implicit val mongoDB: MongoDatabase = mongoService.getDatabase(conf.getString("mongo.db")) implicit val ec: ExecutionContext = ExecutionContext.global def getAllDocumentsFromCollection(collection: String) = { mongoDB.getCollection(collection).find() } } 获取数据时，我并没有获取每个数据以进行进一步的处理。相反，我得到了

getAllDocumentsFromCollection

已更新：

FindObservable(com.mongodb.async.client.FindIterableImpl@23555cf5)

我也尝试在上面的代码中使用reactmongogo，但是我无法使其适用于object MongoService { // My settings (see available connection options) val mongoUri = "mongodb://localhost:27017/smsto?authMode=scram-sha1" import ExecutionContext.Implicits.global // use any appropriate context // Connect to the database: Must be done only once per application val driver = MongoDriver() val parsedUri = MongoConnection.parseURI(mongoUri) val connection = parsedUri.map(driver.connection(_)) // Database and collections: Get references val futureConnection = Future.fromTry(connection) def db1: Future[DefaultDB] = futureConnection.flatMap(_.database("smsto")) def personCollection = db1.map(_.collection("person")) // Write Documents: insert or update implicit def personWriter: BSONDocumentWriter[Person] = Macros.writer[Person] // or provide a custom one def createPerson(person: Person): Future[Unit] = personCollection.flatMap(_.insert(person).map(_ => {})) // use personWriter def getAll(collection: String) = db1.map(_.collection(collection)) // Custom persistent types case class Person(firstName: String, lastName: String, age: Int) } 并在getAll中出现以下错误 请提出如何从集合中获取所有数据的建议。

Answer 1

这对于OP来说可能为时已晚，但是希望以下使用mongo-spark检索和迭代集合的方法可以证明对其他人有用。

异步方式-异步迭代文档意味着您不必将整个集合存储在内存中，这对于大型集合可能变得不合理。但是，您将无权访问subscribe代码块之外的所有文档以进行重用。如果可以的话，我建议异步执行操作，因为这是打算使用mongo-scala驱动程序的方式。

db.getCollection(collectionName).find().subscribe(
    (doc: org.mongodb.scala.bson.Document) => {
        // operate on an individual document here
    },
    (e: Throwable) => {
        // do something with errors here, if desired
    },
    () => {
        // this signifies that you've reached the end of your collection
    }
)

“同步”方式-这是我的用例要求同步解决方案时使用的一种模式，并且正在使用较小的集合或结果集。它仍然使用异步mongo-scala驱动程序，但是它返回文档列表并阻止下游代码执行，直到返回所有文档。处理错误和超时可能取决于您的用例。

import org.mongodb.scala._
import org.mongodb.scala.bson.Document
import org.mongodb.scala.model.Filters
import scala.collection.mutable.ListBuffer

/* This function optionally takes filters if you do not wish to return the entire collection.
 * You could extend it to take other optional query params, such as org.mongodb.scala.model.{Sorts, Projections, Aggregates}
 */
def getDocsSync(db: MongoDatabase, collectionName: String, filters: Option[conversions.Bson]): ListBuffer[Document] = {
    val docs = scala.collection.mutable.ListBuffer[Document]()
    var processing = true
    val query = if (filters.isDefined) {
        db.getCollection(collectionName).find(filters.get)
    } else {
        db.getCollection(collectionName).find()
    }
    query.subscribe(
        (doc: Document) => docs.append(doc), // add doc to mutable list
        (e: Throwable) => throw e,
        () => processing = false
    )
    while (processing) {
        Thread.sleep(100) // wait here until all docs have been returned
    }
    docs
}

// sample usage of 'synchronous' method
val client: MongoClient = MongoClient(uriString)
val db: MongoDatabase = client.getDatabase(dbName)
val allDocs = getDocsSync(db, "myCollection", Option.empty)
val someDocs = getDocsSync(db, "myCollection", Option(Filters.eq("fieldName", "foo")))