Release Notes

For a list of open issues and known problems, see: https://github.com/radical-cybertools/radical.pilot/issues/

Current

This is the latest release - if uncertain, use this release.

1.52.1 Hotfix Release 2024-04-18

more fixes for setuptools upgrade
remove sdist staging
simplify bootstrapper

1.52.0 Release 2024-04-15

fix for setuptools upgrade
added resource configuration for Flux on Frontier
use srun for flux startup

1.49.2 Hotfix Release 2024-04-10

fix #3162: missing advance on failed agent staging, create target dir

1.49.0 Release 2024-04-05

MPIRUN/SRUN documentation update
inherit environment for local executor

1.48.0 Release 2024-03-24

remove SAGA as hard dependency
add named_env check to TD verfication
add dragon readme
add link for a monitoring page for Polaris
add supported platform Aurora (ALCF)
add SRUN to Bridges2 config and make it default
compensate job env isolation for tasks
disable env inheritance in PSIJ launcher
ensure string type on stdout/stderr
fix a pilot cancellation race
fix external proxy handling
fix non-integer gpu count for flux
fix staging scheme expansion
fix state reporting from psij
fix tarball staging for session
refactoring moves launch and exec script creation to executor base
removed Theta placeholder (Theta is decommissioned)
set original env as a base for LM env
update flake8, remove unneeded dependency
update ANL config file (added Aurora and removed obsolete platforms)
update doc page for Summit (rollback using conda env)
update resource configs for Summit
update table for supported platforms
use physical cores only (no threads) for Aurora for now

1.47.0 Release 2024-02-08

binder tutorial
expand / fix documentation and README, update policies
docs for psij deployment
raptor example now terminates on worker failures
fix raptor worker registration
fix flux startup
fix type for LFS_SIZE_PER_NODE
update HB config parameters for raptor

1.46.2 Hotfix-Release 2024-02-02

fix detection of failed tasks

1.46.1 Hotfix-Release 2024-01-17

fix type for LFS_SIZE_PER_NODE

1.46.0 Release 2024-01-11

pypi fix
configurabe raptor hb timeouts

1.43.0 Release 2024-01-10

add bragg prediction example
add initial agent scheduler documentation
add JSRUN_ERF setup for Summit’s config
add mechanism to determine batch/non-batch RP starting
collect task PIDs through launch- and exec-scripts
ensure mpi4py for raptor example
fix ERF creation for JSRUN LM (and updated tests accordingly)
fix Popen test
fix Task._update method (description attribute)
fix _get_exec in Popen (based on provided comments)
fix parsing PIDs procedure (based on provided comments)
fix profiling in Popen (based on provided comments)
fix resource manager handling in get_resource_config
fix tasks handling in prof_utils
fix test for launch-/exec-scripts
follow-up on comments
forward after scheduling
keep pids dict empty if there is no ranks provided
moved collecting EXEC_PID into exec-script
preserve process id for tasks with executable mode
switch raptor to use the agent ve
update metadata within task description

1.42.0 Release 2023-12-04

AgentComponent forwards all state notifications
document event locations
MPI tutorial for RAPTOR
add mpi4py to the ci requirements
add bulk_size for the executing queue (for sub-agents)
add option --ppn for PALS flavor in MPIEXEC LM
amarel cfg
current version requires RU v1.43
fix Profiling tutorial (fails when executed outside from its directory)
collect service related data in registry
fix multi pilot example
move agent config generation to session init
remove obsolete Worker class
remove MongoDB module load from the Perlmutter config
remove mpi4py from doc requirements
save sub-agent config into Registry
sub-agents are no daemons anymore
update documentation for Polaris (GPUs assignment)
update launcher for Agent_N
update sub-agent config (in sync with the agent default config)
update “Describing Tasks” tutorial
use RMInfo details for LM options

1.41.0 Release 2023-10-17

fix RTD
replace MongoDB with ZMQ messaging
adapt resource config for ccs.mahti to the new structure
add description about input staging data
add method to track startup file with service URL (special case - SOMA)
add package mpich into CU and docs dependencies
add resource_description class
check agent sandbox existence
clean RPC handling
clean raptor RPC
deprecated python.system_packages
enable testing of all notebooks
enable tests for all devel-branches
fix heartbeat management
fix LM config initialization
fix RM LSF for Lassen (+ add platform config)
fix Session close options
fix TMGR Staging Input
fix pilot_state in bootstrapping
fix task_pre_exec configurable parameter for Popen
fix bootstrapping for sub-agents
keep pilot RPCs local
raptor worker: one profile per rank
let raptor use registry
shield agains missing mpi
sub-schema for schemas
switch to registry configs instead of config files
update testes
update handling of the service startup process
upload session when testing notebooks
use hb msg class type
version RP devel/nodb temporary

1.37.0 Release 2023-09-23

fix default_remote_workdir for csc.mahti platform
add README to description for pypi
link config tutorial
add raptor to API docs
add MPI flavor MPI_FLAVOR_PALS
add cpu-binding for LM MPIEXEC with the MPI_FLAVOR_PALS flavor
clean up Polaris config
fix raptor master hb_freq and hb_timeout
fix test for MPIRUN LM
fix tests for MPIEXEC LM
add csc.mahti resource config
add slurm inspection test

1.36.0 Release 2023-08-01

added pre-defined pre_exec for Summit (preserve LD_LIBRARY_PATH from LM)
fixed GPU discovery from SLURM env variables
increase raptor’s heartbeat time

1.35.0 Release 2023-07-11

Improve links to resource definitions.
Improve typing in Session.get_pilot_managers
Provide a target for Sphinx :py:mod: role.
Un-hide “Utilities and helpers” section in API reference.
Use a universal and unique identifier for registered callbacks.
added option --exact for Rivanna (SRun LM)
fixes tests for PRs from forks (#2969)

1.34.0 Release 2023-06-22

major documentation overhaul
Fixes ticket #1577
Fixes ticket #2553
added tests for PilotManager methods (cancel_pilots, kill_pilots)
fixed configuration for Perlmutter
fixed env dumping for RP Agent
move timeout into kill_pilots method to delay forced termination
re-introduce a use_mpi flag

1.33.0 Release 2023-04-25

add a resource definition for rivanna at UVa.
add documentation for missing properties
add an exception for RAPTOR workers regarding GPU sharing
add an exception in case GPU sharing is used in SRun or MPIRun LMs
add configuration discovery for gpus_per_node (Slurm)
add PMI_ID env variable (related to Hydra)
add rank env variable for MPIExec LM
add resource config for Frontier@OLCF
add service task description verification
add interactive config to UVA
add raptor tasks to the API doc
add rank documentation
allow access to full node memory by default
changed type for task['resources'], let RADICAL-Analytics to handle it
changed type of gpus_per_rank attribute in TaskDescription (from int to float)
enforce correct task mode for raptor master/workers
ensure result_cb for executable tasks
ensure session._get_task_sandbox for raptor tasks
ensure that wait_workers raises RuntimeError during stop
ensure worker termination on raptor shutdown
fix CUDA env variable(s) setup for pre_exec (in POPEN executor)
fix gpu_map in Scheduler and its usage
fix ranks calculation
fix slots estimation process
fix tasks binding (e.g., bind task to a certain number of cores)
fix the process of requesting a correct number of cores/gpus (in case of blocked cores/gpus)
Fix path of task sandbox path
fix wait_workers
google style docstrings.
use parameter new_session_per_task within resource description to control input parameter start_new_session in subprocess.Popen
keep virtualenv as fallback if venv is missing
let SRun LM to get info about GPUs from configured slots
make slot dumps dependent on debug level
master rpc handles stop request
move from custom virtualenv version to venv module
MPI worker sync
Reading resources from created task description
reconcile different worker submission paths
recover bootstrap_0_stop event
recover task description dump for raptor
removed codecov from test requirements (codecov is represented by GitHub actions)
removed gpus_per_node - let SAGA handle GPUs
removed obsolete configs (FUNCS leftover)
re-order worker initialization steps, time out on registration
support sandboxes for raptor tasks
sync JSRun LM options according to defined slots
update JSRun LM according to GPU sharing
update slots estimation and core/gpu_map creation
worker state update cb

Past

Use past releases to reproduce an earlier experiments.

1.21.0 Release 2023-02-01

add worker rank heartbeats to raptor
ensure descr defaults for raptor worker submission
move blocked_cores/gpus under system_architecture in resource config
fix blocked_cores/gpus parameters in configs for ACCESS and ORNL resources
fix core-option in JSRun LM
fix inconsistency in launching order if some LMs failed to be created
fix thread-safety of PilotManager staging operations.
add ANL’s polaris and polaris_interactive support
refactor raptor dispatchers to worker base class

1.20.1 Hotfix Release 2023-01-07

fix task cancellation call

1.20.0 Release 2022-12-16

interactive amarel cfg
add docstring for run_task, remove sort
add option -r (number of RS per node) is case of GPU tasks
add TaskDescription attribute pre_exec_sync
add test for Master.wait
add test for tasks cancelling
add test for TMGR StagingIn
add comment for config addition Fixes #2089
add TASK_BULK_MKDIR_THRESHOLD as configurable Fixes #2089
agent does not need to pull failed tasks
bump python test env to 3.7
cleanup error reporting
document attributes as attr, not data.
extended tests for RM PBSPro
fix allocated_cores/gpus in PMGR Launching
fix commands per rank (either a single string command or list of commands)
fix JSRun test
fix nodes indexing (node_id)
fix option -b (--bind)
fix setup procedure for agent staging test(s)
fix executor test
fix task cancelation if task is waiting in the scheduler wait queue
fix Sphinx syntax.
fix worker state statistics
implement task timeout for popen executor
refactor popen task cancellation
removed pre_rank and post_rank from Popen executor
rename XSEDE to ACCESS #2676
reorder env setup per rank (by RP) and consider (enforce) CPU/GPU types
reorganized task/rank-execution processes and synced that with launch processes
support schema aliases in resource configs
task attribute slots is not required in an executor
unify raptor and non-raptor prof traces
update amarel cfg
update RM Fork
update RM PBSPro
update SRun option cpus-per-task - set the option if cpu_threads > 0
update test for PMGR Launching
update test for Popen (for pre/post_rank transformation)
update test for RM Fork
update test for JSRun (w/o ERF)
update test for RM PBSPro
update profile events for raptor tasks
interactive amarel cfg

1.18.1 Hotfix Release 2022-11-01

fix Amarel configuration

1.18.0 Release 2022-10-11

move raptor profiles and logfiles into sandboxes\
consistent use of task modes\
derive etypes from task modes
clarify and troubleshoot raptor.py example
docstring update
make sure we issue a bootstrap_0_stop event
raptor tasks now create rank_start/ranks_stop events
reporte allocated resources for RA
set MPIRun as default LM for Summit
task manager cancel wont block: fixes #2336
update task description (focus on ranks)

1.17.0 Release 2022-09-15

add docker compose recipe.
add option -gpu for IBM Spectrum MPI
add comet resource config
add doc of env variable
add interactive schema to frontera config
add rcfg inspection utilities
also tarball log files, simplify code
clarify semantics on file and pwd schemas
document programmatical inspection resource definitions
ensure RADICAL_SMT setting, document for end user
fixed session cache (resolved cachedir)
fix ornl resource sbox and summit interactive mode
fix session test cleanup
keep Spock’s resource config in sync with Crusher’s config
make pilot launch and bootstrap CWD-independent
make staging schemas consistent for pilot and task staging
only use major and minor version for prep_env spec version
pilot profiles and logfiles are now transferred as tarball #2663
fix scheduler termination
remove deprecated FUNCS executor
support RP within interactive jobs
simple attempt on api level reconnect
stage_in.target fix for absolute path Fixes #2590
update resource config for Crusher@ORNL
use current working tree for docker rp source.

1.16.0 Release 2022-08-15

add check for exception message
add test for Agent_0
fix cpu_threads for special tasks (service, sub-agent)
fix task['resources'] value
fix uid generation for components (use shared file for counters)
fix master task tmgr
fix raptor tests
fix rp serializer unittest
fix sub_agent keyerror
keep agent’s config with sub-agents in sync with default one
remove confusion of task attribute names (slots vs. resources)
set default values for agent and service tasks descriptions
set env variable (RP_PILOT_SANDBOX) for agent and service tasks launchers
update exec profile events
update headers for mpirun- and mpiexec-modules
update LM env setup for MPIRun and MPIExec special case (MPT=true)
update LM IBRun
update mpi-info extraction

1.15.1 Hotfix Release 2022-07-04

fix syntactic error in env prep script

1.15.0 Release 2022-07-04

added tests for PRTE LM
added tests for rank_cmd (IBRun and SRun LMs)
adding TMGR stats
adding xsede.expanse to the resource config
always interprete prep_env version request
anaconda support for prepare_env
Checking input staging exists before tar-ing Fixes #2483
ensure pip in venv mode
fixed _rm_info in IBRun LM
fixed status callback for SAGA Launcher
fixed type in ornl.summit_prte config
fix Ibrun set rank env
fix raptor env vals
use os.path to check if file exists Fixes #2483
remove node names duplication in SRun LM command
hide node-count from saga job description
‘state_history’ is no longer supported
support existing VEs for prepare_env
updated installation of dependencies in bootstrapper
updated PRTE LM setup and config (including new release of PRRTE on Summit)
updating PMGR/AGENT stats - see #2401

1.14.0 Release 2022-04-13

support for MPI function tasks
support different RAPTOR workers
simplify / unify task and function descriptions
refactor resource aquisition
pilot submission via PSIJ or SAGA
added resource config for Crusher@OLCF/ORNL
support for execution of serialized function
pilot size can now be specified in number of nodes
support for PARSL integration
improved SMT handling
fixed resource configuration for jsrun
fix argument escapes
raptor consistently reports exceptions now

1.13.0 Release 2022-03-21

fix slurm nodefile/nodelist
clean temporary setup files
fixed test for LM Srun
local execution needs to check FORK first
fix Bridges-2 resource config

1.12.0 Release 2022-02-28

fix callback unregistration
fix capturing of task exit code
fix srun version command
fix metric setup / lookup in tmgr
get backfilling scheduler back in sync
re-introduced LM to handle aprun
Remove task log and the state_history
ru.Description -> ru.TypedDict
set LM’s initial env with activated VE
updated LSF handling cores indexing for LM JSRun
use proper shell quoting
use ru.TypedDict for Munch, fix tests

1.11.2 Hotfix Release 2022-01-21

for non-mpi tasks, ensure that $RP_RANK is set to 0

1.11.0 Release 2022-01-19

improve environment isolation for tasks and RCT components
add test for LM Srun
add resource manager instance to Executor base class
add test for blocked cores and gpus parameters (RM base)
add unittest to test LM base class initialization from Registry
add raptor test
add prepare_env example
add raptor request and result cb registration
avoid shebang use during bootstrap, pip sometimes screws it up
detect slurm version and use node file/list
enable nvme on summit
ensure correct out/err file paths
extended GPU handling
fix configs to be aligned with env isolation setup
fix LM PRTE rank setup command
fix cfg.task_environment handling
simplify BS env setup
forward resource reqs for raptor tasks
iteration on flux executor integration
limit pymongo version
provision radical-gtod
reconcile named env with env isolation
support Spock
support ALCF/JLSE Arcticus and Iris testbeds
fix staging behavior under stage_on_error
removed dead code

1.10.2 Hotfix Release 2021-12-14

constrain mongodb version dependency

1.10.0 Release 2021-11-22

Add fallback for ssh tunnel on ifconfig-less nodes
cleanup old resources
removed OSG leftovers
updating test cases
fix recursive flag

1.9.2 Hotfix Release 2021-10-27

fix shell escaping for task arguments

1.9.0 Release 2021-10-18

amarel cfg

1.8.0 Release 2021-09-23

fixed pilot staging for input directories
clean up configs
disabled os.setsid in Popen executor/spawner (in subprocess.Popen)
refreshed module list for Summit
return virtenv setup parameters
Support for :py:mod:radical.pilot.X links. (@eirrgang)
use local virtual env (either venv or conda) for Summit

1.6.8 Hotfix Release 2021-08-24

adapt flux integration to changes in flux event model
fix a merge problem on flux termination handling

1.6.7 Release 2021-07-09

artifact upload for RA integration test
encapsulate kwargs handling for Session.close().
ensure state updates
fail tasks which can never be scheduled
fixed jsrun resource_set_file to use cpu_index_using: logical
separate cpu/gpu utilization
fix error handling in data stager
use methods from the new module host within RU (>=1.6.7)

1.6.6 Release 2021-05-18

added flags to keep prun aware of gpus (PRTE2 LM)
add service node support
Bridges mpiexec confing fix
task level profiling now python independent
executor errors should not affect task bulks
revive ibrun support, include layout support
MPI standard prescribes -H, not -host
remove pilot staging area
reduce profiling verbosity
restore original env before task execution
scattered repex staging fixes
slurm env fixes
updated documentation for PilotDescription and TaskDescription

1.6.5 Release 2021-04-14

added flag exclusive for tags (in task description, default False)
Adding Bridges2 and Comet
always specifu GPU number on srun
apply RP+* env vars to raptor tasks
avoid a termination race
Summit LFS config and JSRUN integration tests
gh workflows and badges
ensure that RU lock names are unique
fixed env creation command and updated env setup check processes
fixed launch command for PRTE2 LM
fix missing event updates
fix ve isolation for prep_env
keep track of tagged nodes (no nodes overlapping between different tags)
ensure conda activate works
allow output staging on failed tasks
python 2 -> 3 fix for shebangs
remove support for add_resource_config
Stampede2 migrates to work2 filesystem
update setup module (use python3)

1.6.3 Hotfix Release 2021-04-03

fix uid assignment for managers

1.6.2 Hotfix Release 2021-03-26

switch to pep-440 for sdist and wheel versioning, to keep pip happy

1.6.1 Release 2021-03-09

support for Andes@ORNL, obsolete Rhea@ORNL
add_pilot() also accepts pilot dict
fixed conda activation for PRTE2 config (Summit@ORNL)
fixed partitions handling in LSF_SUMMIT RM
reorganized DVM start process (prte2)
conf fixes for comet
updated events for PRTE2 LM
integration test for Bridges2
prepare partitioning

1.6.0 Release 2021-02-13

rename ComputeUnit -> Task
rename ComputeUnitDescription -> TaskDescription
rename ComputePilot -> Pilot
rename ComputePilotDescription -> PilotDescription
rename UnitManager -> TaskManager
related renames to state and constant names etc
backward compatibility for now deprecated names
preparation for agent partitioning (RM)
multi-DVM support for PRTE.v1 and PRTE.v2
RM class tests
Bridges2 support
fix to co-scheduling tags
fix handling of IP variable in bootstrap
doc and test updates, linter fixes, etc
update scheduler tag types

1.5.12 Release 2021-02-02

multi-dvm support
cleanup of raptor
fix for bootstrap profiling
fix help string in bin/radical-pilot-create-static-ve
forward compatibility for tags
fix data stager for multi-pilot case
parametric integration tests
scattered fixes for raptor and sub-agent profiling
support new resource utilization plots

1.5.11 Release 2021-01-19

cleanup pypi tarball

1.5.10 Release 2021-01-18

gpu related fixes (summit)
avoid a race condition during termination
fix bootstrapper timestamps
fixed traverse config
fix nod counting for FORK rm
fix staging context
move staging ops into separate worker
use C locale in bootstrapper

1.5.8 Release 2020-12-09

improve test coverage
add env isolation prototype and documentation
change agent launcher to ssh for bridges
fix sub agent init
fix Cheyenne support
define an intel-friendly bridges config
add environment preparation to pilot
example fixes
fixed procedure of adding resource config to the session
fix mpiexec_mpt LM
silence scheduler log
removed resource aliases
updated docs for resource config
updated env variable RADICAL_BASE for a job description
work around pip problem on Summit

1.5.7 Release 2020-10-30

Adding init files in all test folders
document containerized tasks
Fix #2221
Fix read_config
doc fixes / additions
adding unit tests, component tests
remove old examples
fixing rp_analytics #2114
inject workers as MPI task
remove debug prints
mpirun configs for traverse, stampede2
ru.Config is responsible to pick configs from correct paths
test agent execution/base
unit test for popen/spawn #1881

1.5.4 Release 2020-10-01

fix jsrun GPU mapping

1.5.4 Release 2020-09-14

Arbitrary udurations for consumed resources
Fix unit tests
Fix python stack on Summit
add module test
added PRTE2 for PRRTEv2
added attribute for SAGA job description using env variable (SMT)
added config for PRRTE launch method at Frontera
added test for PRTE2
added test for rcfg parameter SystemArchitecture
allow virtenv_mode=local to reuse client ve
bulk communication for task overlay
fixed db close/disconnect method
fixed tests and pylint
PRTE fixes / updates
remove “debug” rp_version remnant

1.5.2 Hotfix Release 2020-08-11

add/fix RA prof metrics
clean dependencies
fix RS file system cache

1.5.1 Hotfix Release 2020-08-05

added config parameter for MongoDB tunneling
applied exception chaining
filtering for login/batch nodes that should not be considered (LSF RM)
fix for Resource Set file at JSRUN LM
support memory required per node at the RP level
added Profiler instance into Publisher and Subscriber (zmq.pubsub)
tests added and fixed
configs for Lassen, Frontera
radical-pilot-resources tool
document event model
comm bulking
example cleanup
fix agent base dir
Fix durations and add defaults for app durations
fixed flux import
fixing inconsistent nodelist error
iteration on task overlay
hide passwords on dburl reports / logs
multi-master load distribution
pep8
RADICAL_BASE_DIR -> RADICAL_BASE
remove private TMPDIR export - this fixes #2158
Remove SKIP_FAILED (unused)
support for custom batch job names
updated cuda hook for JSRUN LM
updated license file
updated readme
updated version requirement for python (min is 3.6)

1.4.1 Hotfix Release 2020-06-09

fix tmpdir mosconfiguration for summit / prrte

1.4.0 Release 2020-05-12

merge #2122: fixed n_nodes for the case when slots are set
merge #2123: fix #2121
merge #2124: fixed conda-env path definition
merge #2127: bootstrap env fix
merge #2133, #2138: IBRun fixes
merge #2134: agent stage_in test1
merge #2137: agent_0 initialization fix
merge #2142: config update
add deactivate support for tasks
add cancelation example
added comet_mpirun to resource_xsede.json
added test for launch method “srun”
adding cobalt test
consistent process counting
preliminary FLUX support
fix RA utilization in case of no agent nodes
fix queue naming, prte tmp dir and process count
fix static ve location
fixed version discovery (srun)
cleanup bootstrap_0.sh
separate tacc and xsede resources
support for Princeton’s Traverse cluster
updated IBRun tests
updated LM IBRun

1.3.0 Release 2020-04-10

task overlay + docs
iteration on srun placement
add env support to srun
theta config
clean up launcher termination guard against lower level termination errors
cobalt rm
optional output stager
revive ibrun support
switch comet FS

1.2.1 Hotfix Release 2020-02-11

scattered fixes cfor summit

1.2.0 Release 2020-02-11

support for bulk callbacks
fixed package paths for launch methods (radical.pilot.agent.launch_method)
updated documentation references
raise minimum Python version to 3.6
local submit configuration for Frontera
switch frontera to default agent cfg
fix cray agent config
fix issue #2075 part 2

1.1.1 Hotfix Release 2020-02-11

fix dependency version for radical.utils

1.1 Release 2020-02-11

code cleanup

1.0.0 Release 2019-12-24

transition to Python3
migrate Rhea to Slurm
ensure PATH setting for sub-agents
CUDA is now handled by LM
fix / improve documentation
Sched optimization: task lookup in O(1)
Stampede2 prun config
testing, flaking, linting and travis fixes
add pilot.stage_out (symmetric to pilot.stage_in)
add noop sleep executor
improve prrte support
avoid state publish during idle times
cheyenne support
default to cont scheduler
configuration system revamp
heartbeat based process management
faster termination
support for Frontera
lockfree scheduler base class
switch to RU ZMQ layer

0.90.1 Release 2019-10-12

port pubsub hotfix

0.90.0 Release 2019-10-07

transition to Python3

0.73.1 Release 2019-10-07

Stampede-2 support

0.72.2 Hotfix Release 2019-09-30

fix sandbox setting on absolute paths

0.72.0 Release 2019-09-11

implement function executor
implement / improve PRTE launch method
PRTE profiling support (experimental)
agent scheduler optimizations
summit related configuration and fixes
initial frontera support
archive ORTE
increase bootstrap timeouts
consolidate MPI related launch methods
unit testing and linting
archive ORTE, issue #1915
fix get_mpi_info for Open MPI
base classes to raise notimplemented. issue #1920
remove outdated resources
ensure that pilot env reaches func executor
ensureID uniqueness across processes
fix inconsistencies in task sandbox handling
fix gpu placement alg
fix issue #1910
fix torque nodefile name and path
add metric definitions in RA support
make DB comm bulkier
expand resource configs with pilot description keys
better tiger support
add NOOP scheduler
add debug executor

0.70.3 Hotfix Release 2019-08-02

fix example and summit configuration

0.70.2 Hotfix Release 2019-07-31

fix static ve creation for Tiger (Princeton)

0.70.1 Hotfix Release 2019-07-30

fix configuration for Tiger (Princeton)

0.70.0 Release 2019-07-07

support summitdev, summit @ ORNL (JSRUN, PRTE, RS, ERF, LSF, SMT)
support tiger @ princeton (JSRUN)
implement NOOP scheduler
backport application communicators from v2
ensure session close on some tests
continous integration: pep8, travis, increasing test coverage
fix profile settings for several LMs
fix issue #1827
fix issue #1790
fix issue #1759
fix HOMBRE scheduler
remove cprof support
unify mpirun / mpirun_ccmrun
unify mpirun / mpirun_dplace
unify mpirun / mpirun_dplace
unify mpirun / mpirun_dplace
unify mpirun / mpirun_mpt
unify mpirun / mpirun_rsh

0.63.0 Release 2019-06-25

support for summit (experimental, jsrun + ERF)
PRRTE support (experimental, summit only)
many changes to the test setup (pytest, pylint, flake8, coverage, travis)
support for Tiger (adds SRUN launch method)
support NOOP scheduler
support application level communication
support ordered scheduling of tasks
partial code cleanup (coding guidelines)
simplifying MPI base launch methods
support for resource specific SMT settings
resource specific ranges of cores/threads can now be blocked from use
ORTE support is doscontinued
fixes in hombre scheduler
improvements on GPU support
fix in continuous scheduler which caused underutilization on heterogeneous tasks
fixed: #1758, #1764, #1792, #1790, #1827, #187

0.62.0 Release 2019-06-08

add unit test
trigger tests
remove obsolete fifo scheduler (use the ordered scheduler instead)
add ordered scheduler
add tiger support
add ssh access to cheyenne
cleanup examples
fix dplace support
support app specified task sandboxes
fix pilot statepush over tunnels
fix titan ve creation, add new static ve
fix for cheyenne

0.61.0 Release 2019-05-07

add travis support, test cleanup
ensure safe bootstrapper termination on faulty installs
push node_list to mongodb for analytics
fix default dburl
fix imports in tests
remove deprecated special case in bootstrapper

0.60.1 Hotfix 2019-04-12

work around a pip install problem

0.60.0 Release 2019-04-10

add issue template
rename RP_PILOT_SBOX to RP_PILOT_STAGING and expose to tasks
fix bridges default partition (#1816)
fix #1826
fix off-by-one error on task state check
ignore failing DB disconnect
follow rename of saga-python to radical.saga

0.50.23 Release 2019-03-20

hotfix: use popen spawner for localhost

0.50.22 Release 2019-02-11

another fix LSF var expansion

0.50.21 Release 2018-12-19

fix LSF var expansion

0.50.20 Release 2018-11-25

fix Titan OMPI installation
support metdata for tasks
fix git error detection during setup

0.50.19 Release 2018-11-15

ensure profile fetching on empty tarballs

0.50.18 Release 2018-11-13

support for data locality aware scheduling

0.50.17 Release 2018-10-31

improve event documentation
support Task level metadata

0.50.16 Release 2018-10-26

add new shell spawner as popen replacement

0.50.15 Release 2018-10-24

fix recursive pilot staging

0.50.14 Release 2018-10-24

add Cheyenne support - thanks Vivek!

0.50.13 Release 2018-10-16

survive if SAGA does not support job.name (#1744)

0.50.12 Release 2018-10-12

fix stacksize usage on BW

0.50.11 Release 2018-10-09

fix ‘getting_started’ example (no MPI)

0.50.10 Release 2018-09-29

ensure the correct code path in SAGA for Blue Waters

0.50.9 Release 2018-09-28

fix examples
fix issue #1715 (#1716)
remove Stampede’s resource configs. issue #1711
supermic does not like curl -1 (#1723)

0.50.8 Release 2018-08-03

make sure that CUD values are not None (#1688)
don’t limit pymongo version anymore (#1687)

0.50.7 Release 2018-08-01

fix bwpy handling

0.50.6 Release 2018-07-31

fix curl tssl negotiation problem (#1683)

0.50.5 Release 2018-07-30

fix default values for process and thread types (#1681)
fix outdated links in ompi deploy script
fix/issue 1671 (#1680)
fix scheduler config checks (#1677)

0.50.4 Release 2018-07-13

set oversubscribe default to True

0.50.3 Release 2018-07-11

disable rcfg expnsion

0.50.2 Release 2018-07-08

fix relative tarball unpack paths

0.50.1 Release 2018-07-05

GPU support
many bug fixes

0.47.14 Release 2018-06-13

fix recursive output staging

0.47.13 Release 2018-06-02

catch up with RU log, rep and prof settings

0.47.12 Release 2018-05-19

ensure that tasks are started in their own process group, to ensure clean cancellation semantics.

0.47.11 Release 2018-05-08

fix schemas on BW (local orte, local aprun)

0.47.10 Release 2018-04-19

fix #1602

0.47.9 Release 2018-04-18

fix default scheduler for localhost

0.47.8 Release 2018-04-16

hotfix to catch up with pypi upgrade

0.47.7 Release 2018-04-15

bugfix related to radical.entk #255

0.47.6 Release 2018-04-12

bugfix related to #1590

0.47.5 Release 2018-04-12

make sure a dict object exists even on empty env settings (#1590)

0.47.4 Release 2018-03-20

fifo agent scheduler (#1537)
hombre agent scheduler (#1536)
Fix/issue 1466 (#1544)
Fix/issue 1501 (#1541)
switch to new OMPI deployment on titan (#1529)
add agent configuration doc (#1540)

0.47.3 Release 2018-03-20

add resource limit test
add tmp cheyenne config
api rendering proposal for partitions
fix bootstrap sequence (BW)
tighten bootstrap process, add documentation

0.47.2 Release 2018-02-28

fix issue 1538
fix issue 1554
expose profiler to LM hooks (#1522)
fix bin names (#1549)
fix event docs, add an event for symmetry (#1527)
name attribute has been changed to uid, fixes issue #1518
make use of flags consistent between RP and RS (#1547)
add support for recursive data staging (#1513. #1514) (JD, VB, GC)
change staging flags to integers (inherited from RS)
add support for bulk data transfer (#1512) (IP, SM)

0.47 Release 2017-11-19

Correctly added ‘lm_info.cores_per_node’ SLURM
Torque RM now respects config settings for cpn
Update events.md
add SIGUSR2 for clean termination on SGE
add information about partial event orders
add issue demonstrators
add some notes on cpython issue demonstrators
add xsede.supermic_orte configuration
add xsede.supermic_ortelib configuration
apply RU’s managed process to termination stress test
attempt to localize aprun tasks
better hops for titan
better integration of Task script and app profs
catch up with config changes for local testing
centralize URL derivation for pilot job service endpoints, hops, and sandboxes
clarify use of namespace vs. full qualified URL in the context of RP file staging
clean up config management, inheritance
don’t fetch json twice
ensure that profiles are flushed and packed correctly
fail missing pilots on termination
fix AGENT_ACTIVE profile timing
fix close-session purge mode
fix cray agent config, avoid termination race
fix duplicated transition events
fix osg config
fix #1283
fixing error from bootstrapper + aprun parsing error
force profile flush earlier
get cpn for ibrun
implement session.list_resources() per #1419
make sure a canceled pilot stays canceled
make cb return codes consistent
make sure profs are flushed on termination
make sure the tmgr only pulls tasks its interested in
profile mkdir
publish resource_details (incl. lm_info) again
re-add a profile flag to advance()
remove old controllers
remove old files
remove uid clashes for sub-agent components and components in general
setup number of cores per node on stampede2
smaller default pilot size for supermic
switch to ibrun for comet_ssh
track task drops
use js hop for untar
using new process class
GPU/CPU pinning test is now complete, needs some env settings in the launchers

0.46.2 Release 2017-09-02

hotfix for #1426 - thanks Iannis!

0.46.1 Release 2017-08-23

hotfix for #1415

Version 0.46 2017-08-11

TODO

0.45.3 Release 2017-05-09

Documentation update for the BW tutorial

0.45.1 Release 2017-03-05

NOTE: OSG and ORTE_LIB on titan are considered unsupported. You can enable those resources for experiments by setting the enabled keys in the respective config entries to true.
hotfix the configurations markers above

0.45 Release 2017-02-28

NOTE: OSG and ORTE_LIB on titan are considered unsupported. You can enable those resources for experiments by removing the comment markers from the respective resource configs.
Adapt to new orte-submit interface.
Add orte-cffi dependency to bootstrapper.
Agent based staging directives.
Fixes to various resource configs
Change orte-submit to orterun.
Conditional importing of executors. Fixes #926.
Config entries for orte lib on Titan.
Corrected environment export in executing POPEN
Extend virtenv lock timeout, use private rp_installs by default
Fix non-mpi execution analogous to #975.
Fix/issue 1226 (#1232)
Fresh orte installation for bw.
support more OSG sites
Initial version of ORTE lib interface.
Make cprofiling of scheduler conditional.
Make list of cprofile subscribers configurable.
Move env safekeeping until after the pre bootstrap.
Record OSG site name in mongodb.
Remove bash’isms from shell script.
pylint motivated cleanups
Resolving issue #1211.
Resource and example config for Shark at LUMC.
SGE changes for non-homogeneous nodes.
Use ru.which
add allegro.json config file for FUB allegro cluster
add rsh launch method
switch to gsissh on wrangler
use new ompi installation on comet (#1228)
add a simple/stupid ompi deployment helper
updated Config for Stampede and YARN
fix state transition to UNSCHEDDULED to avoid repetition and invalid state ordering

0.44.1 Release 2016-11-01

add an agent config for cray/aprun all on mom node
add anaconda config for examples
gsissh as default for wrangler, stampede, supermic
add conf for spark n wrangler, comet
add docs to the cu env inject
expose spark’s master url
fix Task env setting (stampede)
configuration for spark and anaconda
resource config entries for titan
disable PYTHONHOME setting in titan_aprun
dynamic configuration of spark_env
fix for gordon config
hardcode the netiface version until it is fixed upstream.
implement NON_FATAL for staging directives.
make resource config available to agent
rename scripts
update installation.rst
analytics backport
use profiler from RU
when calling a task state callback, missed states also trigger callbacks

0.43.1 Release 2016-09-09

hotfix: fix netifaces to version 0.10.4 to avoid trouble on BlueWaters

0.43 Release 2016-09-08

Add aec_handover for orte.
add a local confiuration for bw
add early binding eample for osg
add greenfield config (only works for single-node runs at the moment)
add PYTHONPATH to the vars we reset for Task envs
allow overloading of agent config
fix #1071
fix synapse example
avoid profiling of empty state transitions
Check of YARN start-all script. Raising Runtime error in case of error.
disable hwm altogether
drop clones before push
enable scheduling time measurements.
First commit for multinode YARN cluster
fix getip
fix iface detection
fix reordering of states for some update sequences
fix task cancellation
improve ve create script
make orte-submit aware of non-mpi CUs
move env preservation to an earlier point, to avoid pre-exec stuff
Python distribution mandatory to all confs
Remove temp agent config directory.
Resolving #1107
Schedule behind the real task and support multicore.
SchedulerContinuous -> AgentSchedulingComponent.
Take ccmrun out of bootstrap_2.
Tempfile is not a tempfile so requires explicit removal.
resolve #1001
Unbreak CCM.
use high water mark for ZMQ to avoid message drops on high loads

0.42 Release 2016-08-09

change examples to use 2 cores on localhost
Iterate documentation
Manual cherry pick fix for getip.

0.41 Release 2016-07-15

address some of error messages and type checks
add scheduler documentation simplify interpretation of BF oversubscription fix a log message
fix logging problem reported by Ming and Vivek
global default url, sync profile/logfile/db fetching tools
make staging path resilient against cwd changes
Switch SSH and ORTE for Comet
sync session cleanup tool with rpu
update allocation IDs

0.40.4 Release 2016-05-18

point release with more tutorial configurations

0.40.3 Release 2016-05-17

point release with tutorial configurations

0.40.2 Release 2016-05-13

hotfix to fix vnode parsing on archer

0.40.1 Release 2016-02-11

hotfix which makes sure agents don’t report FAILED on cancel()

0.40 Release 2016-02-03

Really numberous changes, fixes and features, most prominently:
OSG support
Yarn support
new resource supported
ORTE used for more resources
improved examples, profiling
communication cleanup
large Task support
lrms hook fixes
agent code splitup

0.38 Release 2015-12-22

fix busy mongodb pull

0.37.10 Release 2015-10-20

config fix

0.37.9 Release 2015-10-20

Example fix

0.37.8 Release 2015-10-20

Allocation fix

0.37.7 Release 2015-10-20

Allocation fix

0.37.6 Release 2015-10-20

Documentation

0.37.5 Release 2015-10-19

timing fix to ensure task state ordering

0.37.3 Release 2015-10-19

small fixes, doc changes

0.37.2 Release 2015-10-18

fix example installation

0.37.1 Release 2015-10-18

update of documentation and examples
some small fixes on shutdown installation

0.37 Release 2015-10-15

change default spawner to POPEN
use hostlist to avoid mpirun* limitations
support default callbacks on tasks and pilots
use a config for examples
add lrms shutdown hook for ORTE LM
various updates to examples and documentation
create logfile and profile tarballs on the fly
export some RP env vars to tasks
Fix a mongodb race
internally unregister pilot cbs on shutdown
move agent.stop to finally clause, to correctly react on signals
remove RADICAL_DEBUG, use proper logger in queue, pubsub
small changes to getting_started
add APRUN entry for ARCHER.
Updated APRUN config for ARCHER. Thanks Vivek!
Use designated termination procedure for ORTE.
Use statically compiled and linked OMPI/ORTE.
Wait for its component children on termination
make localhost (ForkLRMS) behave like a resource with an inifnite number of cores

0.36 Release 2015-10-08

(the release notes also cover some changes from 0.34 to 0.35)

simplify agent process tree, process naming
improve session and agent termination
several fixes and chages to the task state model (refer to documentation!)
fix POPEN state reporting
split agent component into individual, relocatable processes
improve and generalize agent bootstrapping
add support for dynamic agent layout over compute nodes
support for ORTE launch method on CRAY (and others)
add a watcher thread for the ORTE DVM
improves profiling support, expand to RP module
add various profiling analysis tools
add support for profile fetching from remote pilot sandbox
synchronize and recombine profiles from different pilots
add a simple tool to run a recorded session.
add several utility classes: component, queue, pubsub
clean configuration passing from module to agent.
clean tunneling support
support different data frame formats for profiling
use agent infrastructure (LRMS, LM) for spawning sub-agents
allow LM to specify env vars to be unset.
allow agent on mom node to use tunnel.
fix logging to avoid log leakage from lower layers
avoid some file system bottlenecks
several resource specific configuration fixes (mostly stampede, archer, bw)
backport stdout/stderr/log retrieval
better logging of clone/drops, better error handling for configs
fix, improve profiling of Task execution
make profile an object
use ZMQ pubsub and queues for agent/sub-agent communication
decouple launch methods from scheduler for most LMs NOTE: RUNJOB remains coupled!
detect disappearing orte-dvm when exit code is zero
perform node allocation for sub-agents
introduce a barrier on agent startup
fix some errors on shell spanwer (quoting, monotoring delays)
make localhost layout configurable via cpn
make setup.py report a decent error when being used with python3
support nodename lookup on Cray
only mkdir in input staging controller when we intent to stage data
protect agent cb invokation by lock
(re)add command line for profile fetching
cleanup of data staging, with better support for different schemas (incl. GlobusOnline)
work toward better OSG support
Use netifaces for ip address mangling.
Use ORTE from the 2.x branch.
remove Url class

0.35.1 Release 2015-09-29

hotfix to use popen on localhost

0.35 Release 2015-07-14

numerous bug fixes and support for new resources

0.34 Release 2015-07-14

Hotfix release for an installation issue

0.33 Release 2015-05-27

Hotfix release for off-by-one error (#621)

0.32 Release 2015-05-18

Hotfix release for MPIRUN_RSH on Stampede (#572).

0.31 Release 2015-04-30

version bump to trigger pypi release update

0.30 Release 2015-04-29

hotfix to handle broken pip/bash combo on archer

0.29 Release 2015-04-28

- hotfix to handle stale ve locks

0.28 Release 2015-04-16

This release contains a very large set of commits, and covers a fundamental overhaul of the RP agent (amongst others). It also includes:
support for agent profiling
removes a number of state race conditions
support for new backends (ORTE, CCM)
fixes for other backends
revamp of the integration tests

0.26 Release 2015-04-08

- hotfix to cope with API changing pymongo release

0.25 Release 2015-04-01

hotfix for a stampede configuration change

0.24 Release 2015-03-30

- More support for URLs in StagingDirectives (#489).
- Create parent directories of staged files.
- Only process entries for Output FTW, fixes #490.
- SuperMUC config change.
- switch from bson to json for session dumps
- fixes #451
- update resources.rst
- remove superfluous ```\n`{=tex}``
- fix #438
- add documentation on resource config changes, closes #421
- .ssh/authorized_keys2 is deprecated since 2011
- improved intra-node SSH FAQ item

0.23 Release 2014-12-13

fix #455

0.22 Release 2014-12-11

- several state races fixed
- fix to tools for session cleanup and purging
- partial fix for pilot cancelation
- improved shutdown behavior
- improved hopper support
- adapt plotting to changed slothistory format
- make instructions clearer on data staging examples
- addresses issue #216
- be more resilient on pilot shutdown
- take care of cancelling of active pilots
- fix logic error on state check for pilot cancellation
- fix blacklight config (#360)
- attempt to cancel pilots timely...
- as fallback, use PPN information provided by SAGA
- hopper usues torque (thanks Mark!)
- Re-fix blacklight config. Addresses #359 (again).
- allow to pass application data to callbacks
- threads should not be daemons...
- workaround on failing bson encoding...
- report pilot id on cu inspection
- ignore caching errors
- also use staging flags on input staging
- stampede environment fix
- Added missing stampede alias
- adds timestamps to task and pilot logentries
- fix state tags for plots
- fix plot style for waitq
- introduce UNSCHEDULED state as per #233
- selectable terminal type for plot
- document pilot log env
- add faq about VE problems on setuptools upgrade
- allow to specify session cache files
- added configuration for BlueBiou (Thanks Jordane)
- better support for json/bson/timestamp handling; cache mongodb data
  for stats, plots etc
- localize numpy dependency
- retire input_data and output_data
- remove obsolete staging examples
- address #410
- fix another subtle state race

0.21 Release 2014-10-29

Documentation of MPI support
Documentation of data staging operations
correct handling of data transfer exceptions
fix handling of non-ascii data in task stdio
simplify switching of access schemas on pilot submission
disable pilot virtualenv for task execution
MPI support for DaVinci
performance optimizations on file transfers, task sandbox setup
fix ibrun tmp file problem on stampede

0.19 Release September 12. 2014

The Milestone 8 release (MS.8)
Closed Tickets

0.18 Release July 22. 2014

The Milestone 7 release (MS.7)
Closed Tickets

0.17 Release June 18. 2014

Bugfix release - fixed file permissions et al. :/

0.16 Release June 17. 2014

Bugfix release - fixed file permissions et al.

0.15 Release June 12. 2014

Bugfix release
fixed distribution MANIFEST: issues #174

0.14 Release June 11. 2014

Closed tickets

New Features

Experimental pilot-agent for Cray systems
New multi-core agent with MPI support
New ResourceConfig mechanism does not reuquire the user to add resource configurations explicitly. Resources can be configured programatically on API-level.

API Changes:

TaskDescription.working_dir_priv removed
Extended state model
resource_configurations parameter removed from PilotManager c`tor

0.13 Release May 19. 2014

ExTASY demo release
Support for project / allocation
Updated / simplified resource files
Refactored bootstrap mechnism

0.12 Release May 09. 2014

Updated resource files
Updated state model
Closed tickets

0.11 Release Apr. 29. 2014

Fixes error in state history reporting

0.10 Release Apr. 29. 2014

Support for state transition introspection via Task/Pilot state_history
Cleaned up an streamlined Input and Outpout file transfer workers
Support for interchangeable pilot agents
Closed tickets

0.9 Release Apr. 16. 2014

Support for output file staging
Streamlines data model
More loosely coupled components connected via DB queues
Closed tickets

0.8 Release Mar. 24. 2014

Renamed codebase from sagapilot to radical.pilot
Added explicit close() calls to PM, UM and Session.
Closed tickets

0.7 Release Feb. 25. 2014

Added support for callbacks
Added support for input file transfer !

0.6 Release Feb. 24. 2014

BROKEN RELEASE

0.5 Release Feb. 06. 2014

Tutorial 2 release (Github only)
Added support for multiprocessing worker
Support for Task stdout and stderr transfer via MongoDB GridFS

0.4 Release

Tutorial 1 release (Github only)
Consistent naming (sagapilot instead of sinon)

0.1.3 Release

Github only release
Added logging
Added security context handling

0.1.2 Release

Github only release

(HEAD -> master, origin/devel, origin/HEAD, devel) fix the fix
devel version bump
(HEAD -> master, origin/devel, origin/HEAD, devel) fix the fix
devel version bump
devel version bump
draft
remove rct dist staging
trigger tests