### What is this PR for? This PR adds Mongo notebook storage. The reason that I made this feature is for HA(High Availability). S3 and Git storage are the only available method for HA as far as I know. I'm managing Ambari cluster in my lab, but Zeppelin is the most vulnerable part of it. Because one server contains all Zeppelin notes. Therefore, by deploying MongoDB's [replica set](https://docs.mongodb.com/manual/replication/) and using it as Zeppelin notebook storage, I would like to achieve HA. #### The way to use Mongo DB as notebook storage ```sh export ZEPPELIN_NOTEBOOK_STORAGE=org.apache.zeppelin.notebook.repo.MongoNotebookRepo ``` or at `zeppelin-site.xml`: ```xml <property> <name>zeppelin.notebook.storage</name> <value>org.apache.zeppelin.notebook.repo.MongoNotebookRepo</value> <description>notebook persistence layer implementation</description> </property> ``` #### Configurable environment variables * `ZEPPELIN_NOTEBOOK_MONGO_URI` MongoDB connection URI * `ZEPPELIN_NOTEBOOK_MONGO_DATABASE` Database name * `ZEPPELIN_NOTEBOOK_MONGO_COLLECTION` Collection name * `ZEPPELIN_NOTEBOOK_MONGO_AUTOIMPORT` If `true`, automatically import your local notes. Default `false` They can be configured at `zeppelin-site.xml` as well: * `zeppelin.notebook.mongo.uri` * `zeppelin.notebook.mongo.database` * `zeppelin.notebook.mongo.collection` * `zeppelin.notebook.mongo.autoimport` #### Future work If we use Mongo DB's [oplog tailing](https://docs.mongodb.com/manual/core/replica-set-oplog/), maybe multi-server architecture is possible. ### What type of PR is it? [Feature] ### Todos * [ ] - Write a documentation for Mongo storage ### What is the Jira issue? https://issues.apache.org/jira/browse/ZEPPELIN-1859 ### How should this be tested? #### Install MongoDB (if you don't have) ```sh brew update brew install mongodb ``` #### Build Zepppelin ```sh mvn clean package -DskipTests ``` #### Run Zeppelin wih Mongo storage ```sh export ZEPPELIN_NOTEBOOK_STORAGE=org.apache.zeppelin.notebook.repo.MongoNotebookRepo export ZEPPELIN_NOTEBOOK_MONGO_AUTOIMPORT=true bin/zeppelin-daemon.sh restart ``` The default database and collection names are `zeppelin`, `notes` respectively. And `ZEPPELIN_NOTEBOOK_MONGO_AUTOIMPORT` option will automatically import your `local notes` that don't exist in MongoDB. #### Check whether a document in MongoDB updated Create, update, remove a note and open mongo shell: ```sh mongo zeppelin ``` And check state of the note is the same as you think: ```sh db.notes.findOne({_id: '<NOTE_ID_THAT_YOU_WANT_TO_SEE>'}) ``` #### Confirm that configurations works ```sh export ZEPPELIN_NOTEBOOK_STORAGE=org.apache.zeppelin.notebook.repo.MongoNotebookRepo export ZEPPELIN_NOTEBOOK_MONGO_AUTOIMPORT=true export ZEPPELIN_NOTEBOOK_MONGO_DATABASE=otherdb export ZEPPELIN_NOTEBOOK_MONGO_COLLECTION=mynotes export ZEPPELIN_NOTEBOOK_MONGO_URI=mongodb://localhost:27017 bin/zeppelin-daemon.sh restart ``` The collection `mynotes` should be created in db `otherdb`. Let's check it! ```sh mongo otherdb db.mynotes.count() ``` The result should not be zero. #### Confirm that configurations from `zeppelin-site.xml` works Open your `conf/zeppelin-site.xml` file (copy from `zeppelin-site.xml.template` if you don't have one), and comment lines below: ```xml <!-- <property> <name>zeppelin.notebook.storage</name> <value>org.apache.zeppelin.notebook.repo.VFSNotebookRepo</value> <description>notebook persistence layer implementation</description> </property> --> ``` And add lines below: ```xml <property> <name>zeppelin.notebook.storage</name> <value>org.apache.zeppelin.notebook.repo.MongoNotebookRepo</value> <description>notebook persistence layer implementation</description> </property> <property> <name>zeppelin.notebook.mongo.uri</name> <value>mongodb://localhost</value> <description>MongoDB connection URI used to connect to a MongoDB database server</description> </property> <property> <name>zeppelin.notebook.mongo.database</name> <value>zepl</value> <description>database name for notebook storage</description> </property> <property> <name>zeppelin.notebook.mongo.collection</name> <value>notes</value> <description>collection name for notebook storage</description> </property> <property> <name>zeppelin.notebook.mongo.autoimport</name> <value>false</value> <description>import local notes into MongoDB automatically on startup</description> </property> ``` This time we will import a note via `mongoimport`. I made it possible to import a note from JSON just in case. ```sh cd $ZEPPELIN_HOME/notebook/<NOTE_ID_YOU_WANT_TO_IMPORT> mongoimport --db zepl --collection notes --file note.json ``` Ensure that your environment variables are clean(just reopen your terminal if you are not), and restart zeppelin: ```sh bin/zeppelin-daemon.sh restart ``` Open browser and go to `localhost:8080`. The note that you imported should be shown. ### Questions: * Does the licenses files need update? Maybe...? I used [java-mongodb-driver](https://mvnrepository.com/artifact/org.mongodb/mongo-java-driver/3.4.1) which has *The Apache Software License, Version 2.0* * Is there breaking changes for older versions? NO * Does this needs documentation? YES Author: Jun Kim <i2r.jun@gmail.com> Closes #1826 from tae-jun/ZEPPELIN-1859 and squashes the following commits:98282ae[Jun Kim] Add a documentation for MongoDB notebook storage77947b8[Jun Kim] Add license information of mongo-java-driver08eee3d[Jun Kim] fix style check errora4fba8c[Jun Kim] Add MongoNotebookRepo
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| layout | title | description | group |
|---|---|---|---|
| page | Notebook Storage for Apache Zeppelin | Apache Zeppelin has a pluggable notebook storage mechanism controlled by zeppelin.notebook.storage configuration option with multiple implementations." | storage |
{% include JB/setup %}
Notebook storage options for Apache Zeppelin
Overview
Apache Zeppelin has a pluggable notebook storage mechanism controlled by zeppelin.notebook.storage configuration option with multiple implementations.
There are few notebook storage systems available for a use out of the box:
- (default) use local file system and version it using local Git repository -
GitNotebookRepo - all notes are saved in the notebook folder in your local File System -
VFSNotebookRepo - storage using Amazon S3 service -
S3NotebookRepo - storage using Azure service -
AzureNotebookRepo - storage using MongoDB -
MongoNotebookRepo
Multiple storage systems can be used at the same time by providing a comma-separated list of the class-names in the configuration. By default, only first two of them will be automatically kept in sync by Zeppelin.
Notebook Storage in local Git repository
To enable versioning for all your local notebooks though a standard Git repository - uncomment the next property in zeppelin-site.xml in order to use GitNotebookRepo class:
<property>
<name>zeppelin.notebook.storage</name>
<value>org.apache.zeppelin.notebook.repo.GitNotebookRepo</value>
<description>notebook persistence layer implementation</description>
</property>
Notebook Storage in S3
Notebooks may be stored in S3, and optionally encrypted. The DefaultAWSCredentialsProviderChain credentials provider is used for credentials and checks the following:
- The
AWS_ACCESS_KEY_IDandAWS_SECRET_ACCESS_KEYenvironment variables - The
aws.accessKeyIdandaws.secretKeyJava System properties - Credential profiles file at the default location (
~/.aws/credentials) used by the AWS CLI - Instance profile credentials delivered through the Amazon EC2 metadata service
The following folder structure will be created in S3:
s3://bucket_name/username/notebook-id/
Configure by setting environment variables in the file zeppelin-env.sh:
export ZEPPELIN_NOTEBOOK_S3_BUCKET = bucket_name
export ZEPPELIN_NOTEBOOK_S3_USER = username
Or using the file zeppelin-site.xml uncomment and complete the S3 settings:
<property>
<name>zeppelin.notebook.s3.bucket</name>
<value>bucket_name</value>
<description>bucket name for notebook storage</description>
</property>
<property>
<name>zeppelin.notebook.s3.user</name>
<value>username</value>
<description>user name for s3 folder structure</description>
</property>
Uncomment the next property for use S3NotebookRepo class:
<property>
<name>zeppelin.notebook.storage</name>
<value>org.apache.zeppelin.notebook.repo.S3NotebookRepo</value>
<description>notebook persistence layer implementation</description>
</property>
Comment out the next property to disable local git notebook storage (the default):
<property>
<name>zeppelin.notebook.storage</name>
<value>org.apache.zeppelin.notebook.repo.GitNotebookRepo</value>
<description>versioned notebook persistence layer implementation</description>
</property>
Data Encryption in S3
AWS KMS encryption keys
To use an AWS KMS encryption key to encrypt notebooks, set the following environment variable in the file zeppelin-env.sh:
export ZEPPELIN_NOTEBOOK_S3_KMS_KEY_ID = kms-key-id
Or using the following setting in zeppelin-site.xml:
<property>
<name>zeppelin.notebook.s3.kmsKeyID</name>
<value>AWS-KMS-Key-UUID</value>
<description>AWS KMS key ID used to encrypt notebook data in S3</description>
</property>
In order to set custom KMS key region, set the following environment variable in the file zeppelin-env.sh:
export ZEPPELIN_NOTEBOOK_S3_KMS_KEY_REGION = kms-key-region
Or using the following setting in zeppelin-site.xml:
<property>
<name>zeppelin.notebook.s3.kmsKeyRegion</name>
<value>target-region</value>
<description>AWS KMS key region in your AWS account</description>
</property>
Format of target-region is described in more details here in second Region column (e.g. us-east-1).
Custom Encryption Materials Provider class
You may use a custom EncryptionMaterialsProvider class as long as it is available in the classpath and able to initialize itself from system properties or another mechanism. To use this, set the following environment variable in the file zeppelin-env.sh:
export ZEPPELIN_NOTEBOOK_S3_EMP = class-name
Or using the following setting in zeppelin-site.xml:
<property>
<name>zeppelin.notebook.s3.encryptionMaterialsProvider</name>
<value>provider implementation class name</value>
<description>Custom encryption materials provider used to encrypt notebook data in S3</description>
Enable server-side encryption
To request server-side encryption of notebooks, set the following environment variable in the file zeppelin-env.sh:
export ZEPPELIN_NOTEBOOK_S3_SSE = true
Or using the following setting in zeppelin-site.xml:
<property>
<name>zeppelin.notebook.s3.sse</name>
<value>true</value>
<description>Server-side encryption enabled for notebooks</description>
</property>
## Notebook Storage in Azure
Using AzureNotebookRepo you can connect your Zeppelin with your Azure account for notebook storage.
First of all, input your AccountName, AccountKey, and Share Name in the file zeppelin-site.xml by commenting out and completing the next properties:
<property>
<name>zeppelin.notebook.azure.connectionString</name>
<value>DefaultEndpointsProtocol=https;AccountName=<accountName>;AccountKey=<accountKey></value>
<description>Azure account credentials</description>
</property>
<property>
<name>zeppelin.notebook.azure.share</name>
<value>zeppelin</value>
<description>share name for notebook storage</description>
</property>
Secondly, you can initialize AzureNotebookRepo class in the file zeppelin-site.xml by commenting the next property:
<property>
<name>zeppelin.notebook.storage</name>
<value>org.apache.zeppelin.notebook.repo.GitNotebookRepo</value>
<description>versioned notebook persistence layer implementation</description>
</property>
and commenting out:
<property>
<name>zeppelin.notebook.storage</name>
<value>org.apache.zeppelin.notebook.repo.AzureNotebookRepo</value>
<description>notebook persistence layer implementation</description>
</property>
In case you want to use simultaneously your local git storage with Azure storage use the following property instead:
<property>
<name>zeppelin.notebook.storage</name>
<value>org.apache.zeppelin.notebook.repo.GitNotebookRepo, apache.zeppelin.notebook.repo.AzureNotebookRepo</value>
<description>notebook persistence layer implementation</description>
</property>
Optionally, you can specify Azure folder structure name in the file zeppelin-site.xml by commenting out the next property:
<property>
<name>zeppelin.notebook.azure.user</name>
<value>user</value>
<description>optional user name for Azure folder structure</description>
</property>
## Storage in ZeppelinHub
ZeppelinHub storage layer allows out of the box connection of Zeppelin instance with your ZeppelinHub account. First of all, you need to either comment out the following property in zeppelin-site.xml:
<!-- For connecting your Zeppelin with ZeppelinHub -->
<!--
<property>
<name>zeppelin.notebook.storage</name>
<value>org.apache.zeppelin.notebook.repo.GitNotebookRepo, org.apache.zeppelin.notebook.repo.zeppelinhub.ZeppelinHubRepo</value>
<description>two notebook persistence layers (local + ZeppelinHub)</description>
</property>
-->
or set the environment variable in the file zeppelin-env.sh:
export ZEPPELIN_NOTEBOOK_STORAGE="org.apache.zeppelin.notebook.repo.GitNotebookRepo, org.apache.zeppelin.notebook.repo.zeppelinhub.ZeppelinHubRepo"
Secondly, you need to set the environment variables in the file zeppelin-env.sh:
export ZEPPELINHUB_API_TOKEN = ZeppelinHub token
export ZEPPELINHUB_API_ADDRESS = address of ZeppelinHub service (e.g. https://www.zeppelinhub.com)
You can get more information on generating token and using authentication on the corresponding help page.
Notebook Storage in MongoDB
Using MongoNotebookRepo, you can store your notebook in MongoDB.
Why MongoDB?
- High Availability (HA) by a replica set
- Seperation of storage from server
How to use
You can use MongoDB as notebook storage by editting zeppelin-env.sh or zeppelin-site.xml.
(Method 1) by editting zeppelin-env.sh
Add a line below to $ZEPPELIN_HOME/conf/zeppelin-env.sh:
export ZEPPELIN_NOTEBOOK_STORAGE=org.apache.zeppelin.notebook.repo.MongoNotebookRepo
NOTE: The default MongoDB connection URI is
mongodb://localhost
(Method 2) by editting zeppelin-site.xml
Or, uncomment lines below at $ZEPPELIN_HOME/conf/zeppelin-site.xml:
<property>
<name>zeppelin.notebook.storage</name>
<value>org.apache.zeppelin.notebook.repo.MongoNotebookRepo</value>
<description>notebook persistence layer implementation</description>
</property>
And comment lines below:
<property>
<name>zeppelin.notebook.storage</name>
<value>org.apache.zeppelin.notebook.repo.GitNotebookRepo</value>
<description>versioned notebook persistence layer implementation</description>
</property>
Configurable Options
You can configure options below in zeppelin-env.sh.
ZEPPELIN_NOTEBOOK_MONGO_URIMongoDB connection URI used to connect to a MongoDB database serverZEPPELIN_NOTEBOOK_MONGO_DATABASEDatabase nameZEPPELIN_NOTEBOOK_MONGO_COLLECTIONCollection nameZEPPELIN_NOTEBOOK_MONGO_AUTOIMPORTIftrue, import local notes (refer to description below for details)
Or, you can configure them in zeppelin-site.xml. Corresponding option names as follows:
zeppelin.notebook.mongo.urizeppelin.notebook.mongo.databasezeppelin.notebook.mongo.collectionzeppelin.notebook.mongo.autoimport
Example configurations in zeppelin-env.sh
export ZEPPELIN_NOTEBOOK_MONGO_URI=mongodb://db1.example.com:27017
export ZEPPELIN_NOTEBOOK_MONGO_DATABASE=myfancy
export ZEPPELIN_NOTEBOOK_MONGO_COLLECTION=notebook
export ZEPPELIN_NOTEBOOK_MONGO_AUTOIMPORT=true
Import your local notes automatically
By setting ZEPPELIN_NOTEBOOK_MONGO_AUTOIMPORT as true (default false), you can import your local notes automatically when Zeppelin daemon starts up. This feature is for easy migration from local file system storage to MongoDB storage. A note with ID already existing in the collection will not be imported.