REST API

GET /sessions

Returns all the active interactive sessions.

Request Parameters

Name	Description	Type
from	The start index to fetch sessions	int
size	Number of sessions to fetch	int

Response Body

Name	Description	Type
from	The start index to fetch sessions	int
total	Number of sessions to fetch	int
sessions	Session list	list

POST /sessions

Creates a new interactive Scala, Python, or R shell in the cluster.

Request Body

Name	Description	Type
kind	The session kind[1]	session kind
proxyUser	User to impersonate when starting the session	string
jars	jars to be used in this session	List of string
pyFiles	Python files to be used in this session	List of string
files	files to be used in this session	List of string
driverMemory	Amount of memory to use for the driver process	string
driverCores	Number of cores to use for the driver process	int
executorMemory	Amount of memory to use per executor process	string
executorCores	Number of cores to use for each executor	int
numExecutors	Number of executors to launch for this session	int
archives	Archives to be used in this session	List of string
queue	The name of the YARN queue to which submitted	string
name	The name of this session	string
conf	Spark configuration properties	Map of key=val
heartbeatTimeoutInSecond	Timeout in second to which session be orphaned	int

1: Starting with version 0.5.0-incubating this field is not required. To be compatible with previous versions users can still specify this with spark, pyspark or sparkr, implying that the submitted code snippet is the corresponding kind.

Response Body

The created Session.

GET /sessions/{sessionId}

Returns the session information.

Response Body

The Session.

GET /sessions/{sessionId}/state

Returns the state of session

Response

Name	Description	Type
id	Session id	int
state	The current state of session	string

DELETE /sessions/{sessionId}

Kills the Session job.

GET /sessions/{sessionId}/log

Gets the log lines from this session.

Request Parameters

Name	Description	Type
from	Offset	int
size	Max number of log lines to return	int

Response Body

Name	Description	Type
id	The session id	int
from	Offset from start of log	int
size	Max number of log lines	int
log	The log lines	list of strings

GET /sessions/{sessionId}/statements

Returns all the statements in a session.

Response Body

Name	Description	Type
statements	statement list	list

POST /sessions/{sessionId}/statements

Runs a statement in a session.

Request Body

Name	Description	Type
code	The code to execute	string
kind	The kind of code to execute[2]	code kind

2: If session kind is not specified or the submitted code is not the kind specified in session creation, this field should be filled with correct kind. Otherwise Livy will use kind specified in session creation as the default code kind.

Response Body

The statement object.

GET /sessions/{sessionId}/statements/{statementId}

Returns a specified statement in a session.

Response Body

The statement object.

POST /sessions/{sessionId}/statements/{statementId}/cancel

Cancel the specified statement in this session.

Response Body

Name	Description	Type
msg	is always "cancelled"	string

POST /sessions/{sessionId}/completion

Runs a statement in a session.

Request Body

Name	Description	Type
code	The code for which completion proposals are requested	string
kind	The kind of code to execute[2]	code kind
cursor	cursor position to get proposals	string

Response Body

Name	Description	Type
candidates	Code completions proposals	array[string]

GET /batches

Returns all the active batch sessions.

Request Parameters

Name	Description	Type
from	The start index to fetch sessions	int
size	Number of sessions to fetch	int

Response Body

Name	Description	Type
from	The start index of fetched sessions	int
total	Number of sessions fetched	int
sessions	Batch list	list

POST /batches

Request Body

Name	Description	Type
file	File containing the application to execute	path (required)
proxyUser	User to impersonate when running the job	string
className	Application Java/Spark main class	string
args	Command line arguments for the application	list of strings
jars	jars to be used in this session	list of strings
pyFiles	Python files to be used in this session	list of strings
files	files to be used in this session	list of strings
driverMemory	Amount of memory to use for the driver process	string
driverCores	Number of cores to use for the driver process	int
executorMemory	Amount of memory to use per executor process	string
executorCores	Number of cores to use for each executor	int
numExecutors	Number of executors to launch for this session	int
archives	Archives to be used in this session	List of string
queue	The name of the YARN queue to which submitted	string
name	The name of this session	string
conf	Spark configuration properties	Map of key=val

Response Body

The created Batch object.

GET /batches/{batchId}

Returns the batch session information.

Response Body

The Batch.

GET /batches/{batchId}/state

Returns the state of batch session

Response

Name	Description	Type
id	Batch session id	int
state	The current state of batch session	string

DELETE /batches/{batchId}

Kills the Batch job.

GET /batches/{batchId}/log

Gets the log lines from this batch.

Request Parameters

Name	Description	Type
from	Offset	int
size	Max number of log lines to return	int

Response Body

Name	Description	Type
id	The batch id	int
from	Offset from start of log	int
size	Number of log lines	int
log	The log lines	list of strings

REST Objects

Session

A session represents an interactive shell.

Name	Description	Type
id	The session id	int
appId	The application id of this session	string
owner	Remote user who submitted this session	string
proxyUser	User to impersonate when running	string
kind	Session kind (spark, pyspark, or sparkr)	session kind
log	The log lines	list of strings
state	The session state	string
appInfo	The detailed application info	Map of key=val

Session State

Value	Description
not_started	Session has not been started
starting	Session is starting
idle	Session is waiting for input
busy	Session is executing a statement
shutting_down	Session is shutting down
error	Session errored out
dead	Session has exited
success	Session is successfully stopped

Session Kind

Value	Description
spark	Interactive Scala Spark session
pyspark	Interactive Python Spark session
sparkr	Interactive R Spark session
sql	Interactive SQL Spark session

Starting with version 0.5.0-incubating, each session can support all four Scala, Python and R interpreters with newly added SQL interpreter. The kind field in session creation is no longer required, instead users should specify code kind (spark, pyspark, sparkr or sql) during statement submission.

To be compatible with previous versions, users can still specify kind in session creation, while ignoring kind in statement submission. Livy will then use this session kind as default kind for all the submitted statements.

If users want to submit code other than default kind specified in session creation, users need to specify code kind (spark, pyspark, sparkr or sql) during statement submission.

pyspark

To change the Python executable the session uses, Livy reads the path from environment variable PYSPARK_PYTHON (Same as pyspark).

Starting with version 0.5.0-incubating, session kind “pyspark3” is removed, instead users require to set PYSPARK_PYTHON to python3 executable.

Like pyspark, if Livy is running in local mode, just set the environment variable. If the session is running in yarn-cluster mode, please set spark.yarn.appMasterEnv.PYSPARK_PYTHON in SparkConf so the environment variable is passed to the driver.

Statement

A statement represents the result of an execution statement.

Name	Description	Type
id	The statement id	integer
code	The execution code	string
state	The execution state	statement state
output	The execution output	statement output

Statement State

Value	Description
waiting	Statement is enqueued but execution hasn't started
running	Statement is currently running
available	Statement has a response ready
error	Statement failed
cancelling	Statement is being cancelling
cancelled	Statement is cancelled

Statement Output

Name	Description	Type
status	Execution status	string
execution_count	A monotonically increasing number	integer
data	Statement output	An object mapping a mime type to the result. If the mime type is ``application/json``, the value is a JSON value.

Batch

Name	Description	Type
id	The session id	int
appId	The application id of this session	string
appInfo	The detailed application info	Map of key=val
log	The log lines	list of strings
state	The batch state	string