mongodrdl
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Description
Note
The MongoDB Connector for BI and associated utilities are compatible with all currently supported MongoDB server versions.
mongodrdl
is a relational schema management tool for the MongoDB Connector for BI. The
mongodrdl
binary can:
Produce a schema
based on the contents of one or more MongoDB collections and write them out into.drdl
files used bymongosqld
.Upload
a.drdl
file's schema to the MongoDB deployment your BI Connector is reading from.Download
stored schemas from your MongoDB deployment.Delete
stored schemas from your MongoDB deployment.Name
stored schemas in your MongoDB deployment for easier management.
You can edit a .drdl
file manually to customize the BI Connector's
schema. To learn more about the .drdl
format and manually editing
.drdl
files, see Load a Schema from a DRDL File.
To learn more about all BI Connector schema management options, see Map Relational Schemas to MongoDB.
Important
To apply any changes you make to your DRDL files, you must restart
mongosqld
.
Syntax
mongodrdl
uses the following syntax:
mongodrdl [<command>] [<options...>]
Default Minimum TLS Version
New in version 2.6.
The default minimum TLS version is 1.1 for outgoing connections
from mongodrdl
to MongoDB.
You can adjust this setting with the --minimumTLSVersion
option.
Commands
New in version 2.11.
The behavior of mongodrdl
is determined by one of the
following commands. If no command is specified, mongodrdl
samples the specified namespace.
sample
Samples the namespaces specified by the
--db
, optional--collection
, and other command line options to output a .drdl file. Thesample
command encapsulates all themongodrdl
behavior prior to version 2.11.mongodrdl sample --db <db-name> --collection <collection-name> --out <filename>.drdl
list-schema-ids
Lists the string representation of the ObjectId of each stored schema and the date it was created.
list-schema-ids
requires the following option:NameDescriptionRequired. Specifies the database where the schema information is stored.For example, the following command lists the schema ids in the
schemas
database:mongodrdl list-schema-ids --schemaSource schemas The output resembles the following:
5d72ad695c23a9e3e26e3c85 2019-09-06T15:03:05.556Z 5d72adea5c23a9e44882a1ad 2019-09-06T15:05:14.349Z
list-schema-names
Lists the name and string representation of the ObjectId for each stored schema that has a name.
Stored schemas are unnamed by default. You can refer to a named schema by using the
--name
option with thedownload
anddelete
commands. Use thename-schema
command to name or rename a schema.list-schema-names
requires the following option:NameDescriptionRequired. Specifies the database where the schema information is stored.For example, the following command returns the name and ObjectId for each named schema in the
schemas
database:mongodrdl list-schema-names --schemaSource schemas The output resembles the following:
movies 5d72ad695c23a9e3e26e3c85 theaters 5d72adea5c23a9e44882a1ad
upload
Uploads the schema from the specified
.drdl
file to the database specified by the--schemaSource
option. Schemas are uploaded to theschemas
collection.upload
requires the following options:NameDescriptionRequired. Specifies the database where the schema information is stored.--drdl
Required. Path to the.drdl
file to upload.For example, the following command uploads the schema in the
movies.drdl
file to theschemas
database:mongodrdl upload --schemaSource schemas --drdl ./movies.drdl The string representation of the ObjectId of the uploaded schema is returned:
5d793f3f6a26a3ce66c304ea The next step is to store the schema under a name you provide, using the
name-schema
command:mongodrdl name-schema --name movies --schemaSource schemas --schema 5d793f3f6a26a3ce66c304ea To use the newly uploaded schema that received a specified name, restart
mongosqld
with the schema database specified by the--schemaSource
option, with the schema's name specified with--schemaName
:mongosqld --schemaSource <schema-db> --schemaName movies Important
If you upload a custom schema, you must store it with its specified name, using
name-schema
, and then specify this name to themongosqld
with--schemaName
. If you don't store the schema's name when you upload it, the schema name defaults todefaultSchema
. If the schema's name doesn't exist, this results in an error frommongosqld
similar to the following: MongoDB schema not yet available. Error initializing schema: no schema found for name.
download
Downloads a schema specified by its name or string representation of the ObjectId and prints it to the console.
download
accepts the following options:NameDescriptionRequired. Specifies the database where the schema information is stored.--name
The name of the schema. To learn more about naming schemas, see the
name-schema
command.Required if
--schema
is not specified.--schema
The string representation of the ObjectId of the schema.
Required if
--name
is not specified.For example, the following command prints the
movies
schema to the console:mongodrdl download --schemaSource schemas --name movies To store the schema in a
.drdl
file, direct the output to the desired.drdl
file:mongodrdl download --schemaSource schemas --name movies > ./movies.drdl
delete
Deletes a schema specified by its name or string representation of the ObjectId.
delete
accepts the following options:NameDescriptionRequired. Specifies the database where the schema information is stored.--name
The name of the schema. To learn more about naming schemas, see the
name-schema
command.Required if
--schema
is not specified.--schema
The string representation of the ObjectId of the schema.
Required if
--name
is not specified.For example, the following command deletes the schema with id
5d7941dc6a26a3d0fc397284
in theschemas
database:mongodrdl delete --schemaSource schemas --schema 5d7941dc6a26a3d0fc397284
name-schema
Creates a new name for a schema or updates a schema's existing name.
Stored schemas are unnamed by default. You can refer to a named schema by using the
--name
option with thedownload
anddelete
commands. Use thename-schema
command to name or rename a schema.name-schema
requires the following options:NameDescriptionRequired. Specifies the database where the schema information is stored.Required. The new name of the schema.Required The string representation of the ObjectId of the schema.For example, the following command names the
5d72adea5c23a9e44882a1ad
schema in theschemas
database asmovies
:mongodrdl name-schema --name movies --schemaSource schemas --schema 5d72adea5c23a9e44882a1ad
Options
Core Options
--help
Returns information on the options and use of
mongodrdl
.
--version
Returns the
mongodrdl
release number.
--verbose <level>, -v <level>
Specifies that
mongodrdl
should provide more detailed log output. Include multiple times for more verbosity (e.g.-vvvvv
), or specify a numeric value (e.g.--verbose=5
).
--uri <mongodb-uri>
New in version 2.12.
MongoDB URI connection string.
Important
The following command-line options cannot be used in conjunction with
--uri
option:--password
(if the URI connection string also includes the password)
Instead, specify these options as part of your
--uri
connection string.
--host <hostname><:port>, -h <hostname><:port>
Default: localhost:27017
Specifies a resolvable hostname for the
mongod
to which to connect. By default, themongodrdl
attempts to connect to a MongoDB instance running on the localhost on port number27017
.To connect to a replica set, specify the
replSetName
and a seed list of set members, as in the following:<replSetName>/<hostname1><:port>,<hostname2><:port>,<...> You can always connect directly to a single MongoDB instance by specifying the host and port number directly.
--port <port>
Default: 27017
Specifies the TCP port on which the MongoDB instance listens for client connections.
--collection <collection>, -c <collection>
Specifies a collection from which to generate a
.drdl
schema file. If you do not specify a collection, this option will use all collections in the specified database or instance.
--customFilterField <name>, -f <name>
Specifies the field name to add for a custom MongoDB filter. See Custom Filters for more details.
--out <path>, -o <path>
Default: Standard out.
Specifies the path where
mongodrdl
will write the schema file. To send the schema to standard output, specify "-
" instead of a path.
--sampleSize <size>, -s <size>
Default: 1000
Specifies the number of documents to sample when generating the collection's schema.
--uuidSubtype3Encoding <old|csharp|java>, -b <old|csharp|java>
Specify the encoding used to generate UUID binary subtype 3. Choose one of the following values:
old
: Old BSON binary subtype representationcsharp
: The C#/.NET legacy UUID representationjava
: The Java legacy UUID representation
--schema <db-id>
New in version 2.11.
Required. Specifies the string representation of the ObjectId of the schema.
--name <db-name>
New in version 2.11.
Specifies the schema name.
Important
If you upload a custom schema, you must store it with its specified name, using
name-schema
, and then specify this name to themongosqld
with--schemaName
. If you don't store the schema's name when you upload it, the schema name defaults todefaultSchema
. If the schema's name doesn't exist, this results in an error frommongosqld
similar to the following: MongoDB schema not yet available. Error initializing schema: no schema found for name.
--schemaSource <db-name>
New in version 2.11.
Specifies the database where the schema information is stored. This option is not used by the
sample
command.
TLS/SSL Options
--ssl
Default: False
Instructs
mongodrdl
to use TLS/SSL when connecting to a MongoDB instance.
--sslCAFile <filename>
Specifies the MongoDB instance's
.pem
file containing the root certificate chain from the Certificate Authority. Specify the file name of the.pem
file using relative or absolute paths.Warning
For SSL connections (
--ssl
) tomongod
andmongos
, if themongodrdl
runs without the--sslCAFile
,mongodrdl
will not attempt to validate the server certificates. This creates a vulnerability to expiredmongod
andmongos
certificates as well as to foreign processes posing as validmongod
ormongos
instances. Ensure that you always specify the CA file to validate the server certificates in cases where intrusion is a possibility.
--sslPEMKeyFile <filename>
Specifies the
.pem
file containing both the TLS/SSL certificate and key formongosqld
to use when connecting to MongoDB. You can specify the file name of the.pem
file using either using a relative or absolute path.This option is required when using the
--ssl
option to connect to amongod
ormongos
that hasCAFile
enabled withoutnet.ssl.allowConnectionsWithoutCertificates
.
--sslPEMKeyPassword <password>
Specifies the path to a file containing the certificate and private key for connecting to MongoDB.
--sslCRLFile <filename>
Specifies the
.pem
file that contains the Certificate Revocation List. Specify the file name of the.pem
file using relative or absolute paths.
--sslAllowInvalidCertificates
Permits the MongoDB instance to present an invalid server SSL/TLS certificate. When using the
allowInvalidCertificates
setting, MongoDB logs the use of the invalid certificate as a warning.
--sslAllowInvalidHostnames
Disables the validation of the hostnames in TLS/SSL certificates. Allows
mongodrdl
to connect to MongoDB instances if the hostname their certificates do not match the specified hostname.
--sslFIPSMode
Directs the
mongodrdl
to use the FIPS mode of the installed OpenSSL library. Your system must have a FIPS compliant OpenSSL library to use the--sslFIPSMode
option.
Authentication Options
--username <username>, -u <username>
Specifies a username with which to authenticate to a MongoDB database that uses authentication. Use in conjunction with the
--password
and--authenticationDatabase
options.
--password <password>, -p <password>
Specifies a password with which to authenticate to a MongoDB database that uses authentication. Use in conjunction with the
--username
and--authenticationDatabase
options.
--authenticationDatabase <dbname>
Specifies the database in which the user is created. See Authentication Database.
--authenticationMechanism <name>
Default: SCRAM-SHA-1
Specifies the authentication mechanism the
mongodrdl
instance uses to authenticate to themongod
ormongos
.ValueDescriptionRFC 5802 standard Salted Challenge Response Authentication Mechanism using the SHA1 hash function.New in version 2.6: RFC 7677 standard Salted Challenge Response Authentication Mechanism using the SHA2 hash function.PLAIN (LDAP SASL)External authentication using LDAP. You can also usePLAIN
for authenticating in-database users.PLAIN
transmits passwords in plain text. This mechanism is available only in MongoDB Enterprise.GSSAPI (Kerberos)External authentication using Kerberos. This mechanism is available only in MongoDB Enterprise.
Custom Filters
BI Connector uses a MongoDB aggregation pipeline to perform queries against a MongoDB database. You can add a special field to your schema to pass a custom MongoDB $match query string to your MongoDB instance.
Use the --customFilterField
option with mongodrdl
to name
a custom filter field. This field passes a native MongoDB
$match
stage to use as the first stage of the aggregation pipeline,
which filters any results returned from MongoDB.
The BI Connector applies this stage before any additional stages
pushed down from SQL.
The query can refer to any field in the collection, even if the fields are not exposed in the relational schema.
For an example of custom filter usage, see Custom Filter Example.
Usage Examples
Schema Generation Example
Given documents of the following shape in the collection abc
in the
database test
:
{ "_id": ObjectId(), "close": 7.45, "detail": { "a": 2, "b": 3 } }
Run mongodrdl
to generate a schema based on this collection:
mongodrdl -d test -c abc -o schema.drdl
The generated schema file (schema.drdl
) looks similar to the following:
schema: - db: test tables: - table: abc collection: abc pipeline: [] columns: - Name: _id MongoType: bson.ObjectId SqlName: _id SqlType: varchar - Name: close MongoType: float64 SqlName: close SqlType: numeric - Name: detail.a MongoType: float64 SqlName: detail.a SqlType: numeric - Name: detail.b MongoType: float64 SqlName: detail.b SqlType: numeric
Custom Filter Example
To use this field, specify the --customFilterField
flag with the name you
want this field to have:
mongodrdl [ other options ] --customFilterField _MONGOFILTER -o schema.drdl
Your DRDL file schema.drdl
will include the following field in every generated table:
- Name: _MONGOFILTER MongoType: mongo.Filter SqlName: _MONGOFILTER SqlType: varchar
To add the special MongoDB query stage to your standard SQL, use the following SQL syntax:
SELECT <normal> FROM <tablename> WHERE <normal conditions> AND _MONGOFILTER='{ <json string that represents query to use> }' SELECT name,age FROM users WHERE active='t' AND _MONGOFILTER='{"addr":{"$elemMatch":{"city":"Springfield","state":"CA"}}}'
The BI Connector will translate the above SQL into the following MongoDB aggregation expression:
db.users.aggregate([ {$match:{"addr":{"$elemMatch":{"city":"Springfield","state":"CA"}}}, {$match:{"active":true}}, {$project:{"name":1, "age":1}} ]);
You can use this custom filter in any business intelligence tool by filtering on your special field and providing the value to match as a single quoted string representing valid JSON. All quotes inside the JSON must be double quotes.
Authentication Example
If your MongoDB server is running with authentication enabled, you must specify a username,
password, and authentication database as options to your
mongodrdl
command.
To create a .drdl file from a mongod instance with authentication enabled, use the following command format:
mongodrdl --host myhost.example.net:27017 \ --username dbUser \ --password myPassword \ --db reports \ --collection FY2017 \ --authenticationDatabase admin \ --out schema.drdl
MongoDB Atlas Example
MongoDB Atlas is a cloud service for running, monitoring, and maintaining MongoDB deployments, including the provisioning of dedicated servers for MongoDB instances.
Note
MongoDB Atlas offers a hosted BI Connector. You can't use the .drdl
file output of the mongodrdl
command in the Atlas-hosted BI Connector.
Atlas BI Connector requires sampling that has an adjustable sample
refresh interval and sample size.
For more information on the Atlas-hosted BI Connector, see Connect via BI Connector for Atlas.
If you are running the BI Connector locally and wish to create a .drdl file from an Atlas database, use the following command format:
mongodrdl --host <domain0>.mongodb.net:27017,<domain1>.mongodb.net:27017,... \ --username <username> \ --password <password> \ --ssl \ --authenticationDatabase admin \ --db <database> \ --out schema.drdl