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Matthew Farrellee & Todd Tannenbaum Computer Sciences Department University of Wisconsin-Madison...

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Matthew Farrellee & Todd Tannenbaum Computer Sciences Department University of Wisconsin-Madison [email protected] [email protected] http://www.cs.wisc.edu/condor Developer APIs to Condor + A Tutorial on Condor’s Web Service Interface
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Page 1: Matthew Farrellee & Todd Tannenbaum Computer Sciences Department University of Wisconsin-Madison matt@cs.wisc.edu tannenba@cs.wisc.edu .

Matthew Farrellee & Todd TannenbaumComputer Sciences DepartmentUniversity of Wisconsin-Madison

[email protected] [email protected]://www.cs.wisc.edu/condor

Developer APIs to Condor+

A Tutorial on Condor’s Web Service

Interface

Page 2: Matthew Farrellee & Todd Tannenbaum Computer Sciences Department University of Wisconsin-Madison matt@cs.wisc.edu tannenba@cs.wisc.edu .

2http://www.cs.wisc.edu/condor

Interfacing Applications w/ Condor

› Suppose you have an application which needs a lot of compute cycles

› You want this application to utilize a pool of machines

› How can this be done?

Page 3: Matthew Farrellee & Todd Tannenbaum Computer Sciences Department University of Wisconsin-Madison matt@cs.wisc.edu tannenba@cs.wisc.edu .

3http://www.cs.wisc.edu/condor

Some Condor APIs› MW (previous talk) › Command Line tools

condor_submit, condor_q, etc

› DRMAA› Condor GAHP› Condor Perl Module› SOAP

Page 4: Matthew Farrellee & Todd Tannenbaum Computer Sciences Department University of Wisconsin-Madison matt@cs.wisc.edu tannenba@cs.wisc.edu .

4http://www.cs.wisc.edu/condor

Command Line Tools› Don’t underestimate them!

› Your program can create a submit file on disk and simply invoke condor_submit:system(“echo universe=VANILLA > /tmp/condor.sub”);

system(“echo executable=myprog >> /tmp/condor.sub”);

. . .

system(“echo queue >> /tmp/condor.sub”);

system(“condor_submit /tmp/condor.sub”);

Page 5: Matthew Farrellee & Todd Tannenbaum Computer Sciences Department University of Wisconsin-Madison matt@cs.wisc.edu tannenba@cs.wisc.edu .

5http://www.cs.wisc.edu/condor

Command Line Tools

› Your program can create a submit file and give it to condor_submit through stdin:PERL: fopen(SUBMIT, “|condor_submit”);

print SUBMIT “universe=VANILLA\n”;

. . .

C/C++: int s = popen(“condor_submit”, “r+”);

write(s, “universe=VANILLA\n”, 17/*len*/);

. . .

Page 6: Matthew Farrellee & Todd Tannenbaum Computer Sciences Department University of Wisconsin-Madison matt@cs.wisc.edu tannenba@cs.wisc.edu .

6http://www.cs.wisc.edu/condor

Command Line Tools

› Using the +Attribute with condor_submit:universe = VANILLA

executable = /bin/hostnameoutput = job.outlog = job.log+webuser = “zmiller”queue

Page 7: Matthew Farrellee & Todd Tannenbaum Computer Sciences Department University of Wisconsin-Madison matt@cs.wisc.edu tannenba@cs.wisc.edu .

7http://www.cs.wisc.edu/condor

Command Line Tools

› Use -constraint and –format with condor_q:% condor_q -constraint ‘webuser==“zmiller”’-- Submitter: bio.cs.wisc.edu : <128.105.147.96:37866> : bio.cs.wisc.edu ID OWNER SUBMITTED RUN_TIME ST PRI SIZE CMD 213503.0 zmiller 10/11 06:00 0+00:00:00 I 0 0.0 hostname

% condor_q -constraint 'webuser=="zmiller"' -format "%i\t" ClusterId -format "%s\n" Cmd

213503 /bin/hostname

Page 8: Matthew Farrellee & Todd Tannenbaum Computer Sciences Department University of Wisconsin-Madison matt@cs.wisc.edu tannenba@cs.wisc.edu .

8http://www.cs.wisc.edu/condor

Command Line Tools

› condor_wait will watch a job log file and wait for a certain (or all) jobs to complete:

system(“condor_wait job.log”);

› can specify a timeout

Page 9: Matthew Farrellee & Todd Tannenbaum Computer Sciences Department University of Wisconsin-Madison matt@cs.wisc.edu tannenba@cs.wisc.edu .

9http://www.cs.wisc.edu/condor

Command Line Tools› condor_q and condor_status –xml

option› So it is relatively simple to build on

top of Condor’s command line tools alone, and can be accessed from many different languages (C, PERL, python, PHP, etc).

› However…

Page 10: Matthew Farrellee & Todd Tannenbaum Computer Sciences Department University of Wisconsin-Madison matt@cs.wisc.edu tannenba@cs.wisc.edu .

10http://www.cs.wisc.edu/condor

DRMAA› DRMAA is a GGF standardized job-

submission API› Has C (and now Java) bindings› Is not Condor-specific -- your app could

submit to any job scheduler with minimal changes (probably just linking in a different library)

› SourceForge Project http://sourceforge.net/projects/condor-ext

Page 11: Matthew Farrellee & Todd Tannenbaum Computer Sciences Department University of Wisconsin-Madison matt@cs.wisc.edu tannenba@cs.wisc.edu .

11http://www.cs.wisc.edu/condor

DRMAA

› Easy to use, but

› Unfortunately, the DRMAA API does not support some very important features, such as: Two-phase commit Fault tolerance Transactions

Page 12: Matthew Farrellee & Todd Tannenbaum Computer Sciences Department University of Wisconsin-Madison matt@cs.wisc.edu tannenba@cs.wisc.edu .

12http://www.cs.wisc.edu/condor

Condor GAHP

› The Condor GAHP is a relatively low-level protocol based on simple ASCII messages through stdin and stdout

› Supports a rich feature set including two-phase commits, transactions, and optional asynchronous notification of events

› Is available in Condor 6.7.X

Page 13: Matthew Farrellee & Todd Tannenbaum Computer Sciences Department University of Wisconsin-Madison matt@cs.wisc.edu tannenba@cs.wisc.edu .

13http://www.cs.wisc.edu/condor

GAHP, contExample:

R: $GahpVersion: 1.0.0 Nov 26 2001 NCSA\ CoG\ Gahpd $S: GRAM_PING 100 vulture.cs.wisc.edu/forkR: ES: RESULTSR: ES: COMMANDSR: S COMMANDS GRAM_JOB_CANCEL GRAM_JOB_REQUEST GRAM_JOB_SIGNAL

GRAM_JOB_STATUS GRAM_PING INITIALIZE_FROM_FILE QUIT RESULTS VERSIONS: VERSIONR: S $GahpVersion: 1.0.0 Nov 26 2001 NCSA\ CoG\ Gahpd $S: INITIALIZE_FROM_FILE /tmp/grid_proxy_554523.txtR: SS: GRAM_PING 100 vulture.cs.wisc.edu/forkR: SS: RESULTSR: S 0S: RESULTSR: S 1R: 100 0S: QUITR: S

Page 14: Matthew Farrellee & Todd Tannenbaum Computer Sciences Department University of Wisconsin-Madison matt@cs.wisc.edu tannenba@cs.wisc.edu .

14http://www.cs.wisc.edu/condor

Condor Perl Module

› Perl module to parse the “job log file”

› Recommended instead of polling w/ condor_q

› Call-back event model

› (Note: job log can be written in XML)

Page 15: Matthew Farrellee & Todd Tannenbaum Computer Sciences Department University of Wisconsin-Madison matt@cs.wisc.edu tannenba@cs.wisc.edu .

15http://www.cs.wisc.edu/condor

SOAP

› Simple Object Access Protocol Mechanism for doing RPC using XML

(typically over HTTP or HTTPS) A World Wide Web Consortium (W3C)

standard

› SOAP Toolkit: Transform a WSDL to a client library

Page 16: Matthew Farrellee & Todd Tannenbaum Computer Sciences Department University of Wisconsin-Madison matt@cs.wisc.edu tannenba@cs.wisc.edu .

16http://www.cs.wisc.edu/condor

Benefits of a Condor SOAP API

› Condor becomes a service Can be accessed with standard web

service tools

› Condor accessible from platforms where its command-line tools are not supported

› Talk to Condor with your favorite language and SOAP toolkit

Page 17: Matthew Farrellee & Todd Tannenbaum Computer Sciences Department University of Wisconsin-Madison matt@cs.wisc.edu tannenba@cs.wisc.edu .

17http://www.cs.wisc.edu/condor

Condor SOAP API functionality

› Submit jobs

› Retrieve job output

› Remove/hold/release jobs

› Query machine status

› Query job status

Page 18: Matthew Farrellee & Todd Tannenbaum Computer Sciences Department University of Wisconsin-Madison matt@cs.wisc.edu tannenba@cs.wisc.edu .

18http://www.cs.wisc.edu/condor

Getting machine status via SOAP

Your program

SOAP library

queryStartdAds()

condor_collector

Machine List

SOAP over HTTP

Page 19: Matthew Farrellee & Todd Tannenbaum Computer Sciences Department University of Wisconsin-Madison matt@cs.wisc.edu tannenba@cs.wisc.edu .

19http://www.cs.wisc.edu/condor

Lets get some details…

Page 20: Matthew Farrellee & Todd Tannenbaum Computer Sciences Department University of Wisconsin-Madison matt@cs.wisc.edu tannenba@cs.wisc.edu .

20http://www.cs.wisc.edu/condor

The API› Core API, described with WSDL, is

designed to be as flexible as possible File transfer is done in chunks Transactions are explicit

› Wrapper libraries aim to make common tasks as simple as possible Currently in Java and C# Expose an object-oriented interface

Page 21: Matthew Farrellee & Todd Tannenbaum Computer Sciences Department University of Wisconsin-Madison matt@cs.wisc.edu tannenba@cs.wisc.edu .

21http://www.cs.wisc.edu/condor

Things we will cover

› Condor setup› Necessary tools› Job Submission› Job Querying› Job Retrieval› Authentication with SSL and X.509

An important addition in late 6.7

Page 22: Matthew Farrellee & Todd Tannenbaum Computer Sciences Department University of Wisconsin-Madison matt@cs.wisc.edu tannenba@cs.wisc.edu .

22http://www.cs.wisc.edu/condor

Condor setup

› Start with a working condor_config

› The SOAP interface is off by default Turn it on by adding ENABLE_SOAP=TRUE

› Access to the SOAP interface is denied by default Set ALLOW_SOAP and DENY_SOAP, they work

like ALLOW_READ/WRITE/… See section 3.7.4 of the v6.7 manual for a

description Example: ALLOW_SOAP=*/*.cs.wisc.edu

Page 23: Matthew Farrellee & Todd Tannenbaum Computer Sciences Department University of Wisconsin-Madison matt@cs.wisc.edu tannenba@cs.wisc.edu .

23http://www.cs.wisc.edu/condor

Necessary tools› You need a SOAP toolkit

Apache Axis (Java) - http://ws.apache.org/axis/ Microsoft .Net - http://microsoft.com/net/ gSOAP (C/C++) - http://gsoap2.sf.net/ ZSI (Python) - http://pywebsvcs.sf.net/ SOAP::Lite (Perl) - http://soaplite.com/

› You need Condor’s WSDL files Find them in lib/webservice/ in your Condor release

› Put the two together to generate a client library $ java org.apache.axis.wsdl.WSDL2Java condorSchedd.wsdl

› Compile that client library $ javac condor/*.java

All our examples are in Java using Apache Axis

Page 24: Matthew Farrellee & Todd Tannenbaum Computer Sciences Department University of Wisconsin-Madison matt@cs.wisc.edu tannenba@cs.wisc.edu .

24http://www.cs.wisc.edu/condor

Helpful tools› The core API has some complex spots› A wrapper library is available in Java and C#

Makes the API a bit easier to use (e.g. simpler file transfer & job ad submission)

Makes the API more OO, no need to remember and pass around transaction ids

› We are going to use the Java wrapper library for our examples You can download it from

http://www.cs.wisc.edu/condor/birdbath/birdbath.jar Will be included in Condor release

Page 25: Matthew Farrellee & Todd Tannenbaum Computer Sciences Department University of Wisconsin-Madison matt@cs.wisc.edu tannenba@cs.wisc.edu .

25http://www.cs.wisc.edu/condor

Submitting a job› The CLI way…

universe = vanillaexecutable = /bin/cparguments = cp.sub cp.workedshould_transfer_files = yestransfer_input_files = cp.subwhen_to_transfer_output = on_exitqueue 1

$ condor_submit cp.sub

cp.sub:

Explicit bits

clusterid = Xprocid = Yowner = mattrequirements = Z

Implicit bits

Page 26: Matthew Farrellee & Todd Tannenbaum Computer Sciences Department University of Wisconsin-Madison matt@cs.wisc.edu tannenba@cs.wisc.edu .

26http://www.cs.wisc.edu/condor

Repeat to submit multiple jobs in a single cluster

Repeat to submit multiple clusters

• The SOAP way…1.Begin transaction2.Create cluster3.Create job4.Send files5.Describe job6.Commit transaction

Submitting a job

Page 27: Matthew Farrellee & Todd Tannenbaum Computer Sciences Department University of Wisconsin-Madison matt@cs.wisc.edu tannenba@cs.wisc.edu .

27http://www.cs.wisc.edu/condor

1. Begin transaction

2. Create cluster

3. Create job

4&5. Send files & describe job6. Commit transaction

Schedd schedd = new Schedd(“http://…”);Transaction xact =

schedd.createTransaction();xact.begin(30);int cluster = xact.createCluster();int job = xact.createJob(cluster);File[] files = { new File(“cp.sub”) };xact.submit(cluster, job, “owner”,

UniverseType.VANILLA, “/bin/cp”, “cp.sub cp.worked”, “requirements”, null, files);

xact.commit();

Submission from Java

Page 28: Matthew Farrellee & Todd Tannenbaum Computer Sciences Department University of Wisconsin-Madison matt@cs.wisc.edu tannenba@cs.wisc.edu .

28http://www.cs.wisc.edu/condor

Schedd’s location

Max time between calls (seconds)

Job owner, e.g. “matt”

Requirements, e.g. “OpSys==\“Linux\””

Extra attributes, e.g. Out=“stdout.txt” or Err=“stderr.txt”

Schedd schedd = new Schedd(“http://…”);Transaction xact =

schedd.createTransaction();xact.begin(30);int cluster = xact.createCluster();int job = xact.createJob(cluster);File[] files = { new File("cp.sub") };xact.submit(cluster, job, “owner”,

UniverseType.VANILLA, “/bin/cp”, “cp.sub cp.worked”, “requirements”, null, files);

xact.commit();

Submission from Java

Page 29: Matthew Farrellee & Todd Tannenbaum Computer Sciences Department University of Wisconsin-Madison matt@cs.wisc.edu tannenba@cs.wisc.edu .

29http://www.cs.wisc.edu/condor

Querying jobs

› The CLI way…$ condor_q

-- Submitter: localhost : <127.0.0.1:1234> : localhost ID OWNER SUBMITTED RUN_TIME ST PRI SIZE CMD 1.0 matt 10/27 14:45 0+02:46:42 C 0 1.8 sleep 10000…

42 jobs; 1 idle, 1 running, 1 held, 1 unexpanded

Page 30: Matthew Farrellee & Todd Tannenbaum Computer Sciences Department University of Wisconsin-Madison matt@cs.wisc.edu tannenba@cs.wisc.edu .

30http://www.cs.wisc.edu/condor

Also, getJobAds given a constraint, e.g. “Owner==\“matt\””

String[] statusName = { “”, “Idle”, “Running”, “Removed”, “Completed”, “Held” };

int cluster = 1;

int job = 0;

Schedd schedd = new Schedd(“http://…”);

ClassAd ad = new ClassAd(schedd.getJobAd(cluster, job));

int status = Integer.valueOf(ad.get(“JobStatus”));

System.out.println(“Job is “ + statusName[status]);

Querying jobs

› The SOAP way from Java…

Page 31: Matthew Farrellee & Todd Tannenbaum Computer Sciences Department University of Wisconsin-Madison matt@cs.wisc.edu tannenba@cs.wisc.edu .

31http://www.cs.wisc.edu/condor

Retrieving a job

› The CLI way..

› Well, if you are submitting to a local Schedd, the Schedd will have all of a job’s output written back for you

› If you are doing remote submission you need condor_transfer_data, which takes a constraint and transfers all files in spool directories of matching jobs

Page 32: Matthew Farrellee & Todd Tannenbaum Computer Sciences Department University of Wisconsin-Madison matt@cs.wisc.edu tannenba@cs.wisc.edu .

32http://www.cs.wisc.edu/condor

Discover available files

Remote file

Local file

Retrieving a job

› The SOAP way in Java…int cluster = 1;

int job = 0;

Schedd schedd = new Schedd(“http://…”);

Transaction xact = schedd.createTransaction();

xact.begin(30);

FileInfo[] files = xact.listSpool(cluster, job);

for (FileInfo file : files) {

xact.getFile(cluster, job, file.getName(), file.getSize(), new File(file.getName()));

}

xact.commit();

Page 33: Matthew Farrellee & Todd Tannenbaum Computer Sciences Department University of Wisconsin-Madison matt@cs.wisc.edu tannenba@cs.wisc.edu .

33http://www.cs.wisc.edu/condor

Authentication for SOAP› Authentication is done via mutual SSL authentication

Both the client and server have certificates and identify themselves

› Possible in late-late 6.7 (available by 6.8)› It is not always necessary, e.g. in some controlled

environments (a portal) where the submitting component is trusted

› A necessity in an open environment -- remember that the submit call takes the job’s owner as a parameter Imagine what happens if anyone can submit to a

Schedd running as root…

Page 34: Matthew Farrellee & Todd Tannenbaum Computer Sciences Department University of Wisconsin-Madison matt@cs.wisc.edu tannenba@cs.wisc.edu .

34http://www.cs.wisc.edu/condor

Authentication setup› Create and sign some certificates› Use OpenSSL to create a CA

CA.sh -newca› Create a server cert and password-less key

CA.sh -newreq && CA.sh -sign mv newcert.pem server-cert.pem openssl rsa -in newreq.pem -out server-key.pem

› Create a client cert and key CA.sh -newreq && CA.sh -sign && mv

newcert.pem client-cert.pem && mv newreq.pem client-key.pem

Page 35: Matthew Farrellee & Todd Tannenbaum Computer Sciences Department University of Wisconsin-Madison matt@cs.wisc.edu tannenba@cs.wisc.edu .

35http://www.cs.wisc.edu/condor

Authentication config› Config options…

ENABLE_SOAP_SSL is FALSE by default <SUBSYS>_SOAP_SSL_PORT

• Set this to a different port for each SUBSYS you want to talk to over ssl, the default is a random port

• Example: SCHEDD_SOAP_SSL_PORT=1980 SOAP_SSL_SERVER_KEYFILE is required and has no

default• The file containing the server’s certificate AND

private key, i.e. “keyfile” after cat server-cert.pem server-key.pem > keyfile

Page 36: Matthew Farrellee & Todd Tannenbaum Computer Sciences Department University of Wisconsin-Madison matt@cs.wisc.edu tannenba@cs.wisc.edu .

36http://www.cs.wisc.edu/condor

Authentication config› Config options continue…

SOAP_SSL_CA_FILE is required• The file containing public CA certificates

used in signing client certificates, e.g. demoCA/cacert.pem

› All options except SOAP_SSL_PORT have an optional SUBSYS_* version For instance, turn on SSL for everyone

except the Collector with• ENABLE_SOAP_SSL=TRUE• COLLECTOR_ENABLE_SOAP_SSL=FALSE

Page 37: Matthew Farrellee & Todd Tannenbaum Computer Sciences Department University of Wisconsin-Madison matt@cs.wisc.edu tannenba@cs.wisc.edu .

37http://www.cs.wisc.edu/condor

One last bit of config› The certificates we generated have a principal name,

which is not standard across many authentication mechanisms

› Condor maps authenticated names (here, principal names) to canonical names that are authentication method independent

› This is done through mapfiles, given by SEC_CANONICAL_MAPFILE and SEC_USER_MAPFILE

› Canonical map: SSL .*emailAddress=(.*)@cs.wisc.edu.* \1

› User map: (.*) \1› “SSL” is the authentication method,

“.*emailAddress….*” is a pattern to match against authenticated names, and “\1” is the canonical name, in this case the username on the email in the principal

Page 38: Matthew Farrellee & Todd Tannenbaum Computer Sciences Department University of Wisconsin-Madison matt@cs.wisc.edu tannenba@cs.wisc.edu .

38http://www.cs.wisc.edu/condor

HTTPS with Java› Setup keys…

keytool -import -keystore truststore -trustcacerts -file demoCA/cacert.pem

openssl pkcs12 -export -inkey client-key.pem -in client-cert.pem -out keystore

› All the previous code stays the same, just set some properties javax.net.ssl.trustStore, javax.net.ssl.keyStore,

javax.net.ssl.keyStoreType, javax.net.ssl.keyStorePassword

Example: java -Djavax.net.ssl.trustStore=truststore -Djavax.net.ssl.keyStore=keystore -Djavax.net.ssl.keyStoreType=PKCS12 -Djavax.net.ssl.keyStorePassword=pass Example https://…

Page 39: Matthew Farrellee & Todd Tannenbaum Computer Sciences Department University of Wisconsin-Madison matt@cs.wisc.edu tannenba@cs.wisc.edu .

39http://www.cs.wisc.edu/condor

Questions?


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