def main():
"""Main function"""
r = Reactor()
r.logger.info("Hello this is actor {}".format(r.uid))
r = Reactor()
#xnonce = r.add_nonce(permission='EXECUTE', maxuses=-1)
#print("NONCE:")
#print(xnonce)
ag = r.client # Agave client
context = r.context # Actor context
pprint.pprint(context)
m = context.message_dict
status = None
try:
status = context.status
#or m['status']
except Exception as e:
try:
status = m.get('status')
except Exception as e:
status = None
r.logger.info("Triggered action for last action of {}".format(status))
if status == "FINISHED":
resub(r, ag)
r.on_success("successfully ran")
# m = context.message_dict
# lastAction = None
# try:
# lastAction = context.lastAction
# except Exception as e:
# try:
# lastAction = m.get('lastAction')
# except Exception as e:
# lastAction = None
#
# r.logger.info("Triggered action for last action of {}".format(lastAction))
# for action in defaultTaskPath[lastAction]:
# if action is not None:
# action(r)
r.on_success("successfully ran")
def main():
r = Reactor()
m = AttrDict(r.context.message_dict)
# Look up my own name
actor_name = r.get_attr('name')
# example:
# 'bob' 'was unable to call' 'karen' (id: ABCDEX, exec: BCDEG)
template = "{} {} {} (actor/exec {} {})"
# override on_failure and on_success
funcType = type(r.on_failure)
r.on_failure = funcType(on_failure, r, Reactor)
funcType = type(r.on_success)
r.on_success = funcType(on_success, r, Reactor)
r.logger.debug("message: {}".format(m))
# Use JSONschema-based message validator
# - In theory, this obviates some get() boilerplate
if not r.validate_message(m):
r.on_failure(
template.format(actor_name, 'got an invalid message', m, r.uid,
r.execid), None)
ag = r.client # Agave client
# db = AgaveKeyValStore(ag) # AgaveDB client
context = r.context # Actor context
m = context.message_dict
r.logger.debug("Message: {}".format(m))
agave_uri = m.get('uri')
(agave_storage_sys, agave_abs_dir, agave_filename) =\
agaveutils.from_agave_uri(agave_uri)
manifest_path = os.path.join('/', agave_abs_dir, agave_filename)
r.logger.debug("fetching manifest {}".format(agave_uri))
try:
mani_file = agaveutils.agave_download_file(
agaveClient=r.client,
agaveAbsolutePath=manifest_path,
systemId=agave_storage_sys,
localFilename='manifest.json')
if mani_file is None:
raise Exception("no error was detected but file appears empty")
except Exception as e:
r.on_failure(
template.format(actor_name, 'failed to download', manifest_path,
r.uid, r.execid), e)
# Load manifest so we can read the plan and config
# - Use AttrDict so we can use dot.notation
r.logger.debug("loading manifest into a dict and getting values")
manifest_dict = {}
try:
with open('manifest.json') as json_data:
manifest_dict = AttrDict(json.load(json_data))
plan_uri = manifest_dict.plan
instrument_config_uri = manifest_dict.instrument_configuration
except Exception as e:
r.on_failure(
template.format(actor_name, 'was unable to properly parse the',
'manifest file', r.uid, r.execid), e)
r.logger.debug("fetching plan {}".format(plan_uri))
plan_abs_path = None
try:
(plan_system, plan_dirpath, plan_filename) =\
agaveutils.from_agave_uri(plan_uri)
plan_abs_path = os.path.join(plan_dirpath, plan_filename)
plan_file = agaveutils.agave_download_file(
agaveClient=r.client,
agaveAbsolutePath=plan_abs_path,
systemId=plan_system,
localFilename='plan.json')
except Exception as e:
r.on_failure(
template.format(actor_name, 'failed to download', plan_abs_path,
r.uid, r.execid), e)
r.logger.debug(
"fetching instrument config {}".format(instrument_config_uri))
try:
(ic_system, ic_dirpath, ic_filename) = \
agaveutils.from_agave_uri(instrument_config_uri)
ic_abs_path = os.path.join(ic_dirpath, ic_filename)
ic_file = agaveutils.agave_download_file(
agaveClient=r.client,
agaveAbsolutePath=ic_abs_path,
systemId=ic_system,
localFilename='cytometer_configuration.json')
except Exception as e:
r.on_failure(
template.format(actor_name, 'failed to download', ic_abs_path,
r.uid, r.execid), e)
r.logger.debug(
"loading dict from instrument config file {}".format(ic_file))
try:
cytometer_configuration = json.load(open(ic_file, 'rb'))
except Exception as e:
r.on_failure(
template.format(actor_name,
'could not load dict from JSON document', ic_file,
r.uid, r.execid), e)
r.logger.debug("loading tasbe_cytometer_configuration.channels")
try:
channels = cytometer_configuration['tasbe_cytometer_configuration'][
'channels']
except Exception as e:
r.on_failure(
template.format(
actor_name, 'was unable to load',
'tasbe_cytometer_configuration.channels from settings', r.uid,
r.execid), e)
r.logger.debug("loading dict from plan JSON file {}".format(plan_file))
try:
plan = json.load(open(plan_file, 'rb'))
except Exception as e:
r.on_failure(
template.format(actor_name,
'could not load dict from JSON document',
plan_file, r.uid, r.execid), e)
r.logger.debug("writing experimental data to local storage")
experimental_data = extract_experimental_data(manifest_dict, plan)
with open('experimental_data.json', 'wb') as outfile:
json.dump(experimental_data,
outfile,
sort_keys=True,
indent=4,
separators=(',', ': '))
r.logger.debug("writing intermediary JSON files to local storage")
try:
with open('process_control_data.json', 'wb') as outfile:
json.dump(build_process_control_data(plan, channels,
experimental_data,
instrument_config_uri,
manifest_dict),
outfile,
sort_keys=True,
indent=4,
separators=(',', ': '))
with open('color_model_parameters.json', 'wb') as outfile:
json.dump(build_color_model(channels),
outfile,
sort_keys=True,
indent=4,
separators=(',', ': '))
with open('analysis_parameters.json', 'wb') as outfile:
json.dump(build_analysis_parameters(),
outfile,
sort_keys=True,
indent=4,
separators=(',', ': '))
except Exception as e:
r.on_failure(
template.format(actor_name, 'could not load write JSON file(s)',
plan_file, r.uid, r.execid), e)
# We will now upload the completed files to:
# agave://data-sd2e-community/temp/flow_etl/REACTOR_NAME/PLAN_ID
# - /temp/flow_etl/REACTOR_NAME is set by config.yml/destination.base_path
#
# Expectation: these files have been written to pwd() somwhere above
datafiles = {
'analysisParameters': 'analysis_parameters.json',
'colorModelParameters': 'color_model_parameters.json',
'cytometerConfiguration': 'cytometer_configuration.json',
'experimentalData': 'experimental_data.json',
'processControl': 'process_control_data.json'
}
# Figure out the plan_id from plan_uri
# - Get the JSON file
plan_uri_file = os.path.basename(plan_uri)
# - Get JSON filename root
plan_id = os.path.splitext(plan_uri_file)[0]
# Default upload destination set in config.yml
# - may want to add override but not essential now
dest_dir = os.path.join(r.settings.destination.base_path, plan_id)
dest_sys = r.settings.destination.system_id
r.logger.debug("ensuring destination {} exists".format(
agaveutils.to_agave_uri(dest_sys, dest_dir)))
try:
agaveutils.agave_mkdir(r.client, plan_id, dest_sys,
r.settings.destination.base_path)
except Exception as e:
r.on_failure(
template.format(actor_name,
'could not access or create destination', dest_dir,
r.uid, r.execid), e)
job_def_inputs = {}
for agaveparam, fname in datafiles.items():
r.logger.info("uploading {} to {}".format(fname, dest_dir))
fpath = os.path.join(PWD, fname)
# rename the remote if it exists
try:
r.logger.debug("renaming remote {}".format(fname))
remote_abs_path = os.path.join(dest_dir, fname)
new_name = os.path.basename(remote_abs_path) + \
'.' + str(int(datetime.datetime.now().strftime("%s")) * 1000)
r.client.files.manage(systemId=dest_sys,
body={
'action': 'rename',
'path': new_name
},
filePath=remote_abs_path)
except Exception:
r.logger.debug("{} does not exist or is inaccessible. ({})".format(
remote_abs_path, 'ignoring error'))
pass
# upload the newly-generated file
try:
r.logger.debug("now uploading {}".format(fname))
agaveutils.agave_upload_file(r.client, dest_dir, dest_sys, fpath)
except Exception as e:
prefix = '{} failed to upload {}'.format(actor_name, fname)
r.on_failure(
template.format(prefix, 'to', dest_dir, r.uid, r.execid), e)
# Entries in this dict are needed to submit the FCS-ETL job later
job_def_inputs[agaveparam] = agaveutils.to_agave_uri(
dest_sys, os.path.join(dest_dir, fname))
# Base inputPath off path of manifest
# Cowboy coding - Take grandparent directory sans sanity checking!
manifest_pathGrandparent = os.path.dirname(os.path.dirname(manifest_path))
# Build the inputData path from settings (instead of hard-coding vals)
#
# Our settings.job_params.data_subdir could be an array
# should there be a need to pull in other top-level dirs.
# In such a case inputPath would be constructed as a list
# of agave URIs. This is challenging to process in the
# job's runner script but possible and documented.
inputDataPath = os.path.join(manifest_pathGrandparent,
r.settings.job_params.data_subdir)
job_def_inputs['inputData'] = agaveutils.to_agave_uri(
agave_storage_sys, inputDataPath)
# Submit a job request to the FCS-ETL app based on template + vars
#
# The job configuration is templated from settings.job_definition
# name, inputs are empty. notifications are empty, too,
# but we aren't implementing for the time being. Use the inputs
# we built above from the uploaded list and path to the manifest
# and synthesize a job name from app/actor/execution.
#
# By convention, slots we wish to template are left empty. Slots
# we want to have a default value (that aren't defined by the app
# itself) are included in the template, but can be over-ridden
# programmatically with Python dict operations
job_def = r.settings.job_definition
app_record = r.settings.linked_reactors.get(AGAVE_APP_ALIAS, {})
# this allows the appId to be set in the job_definition, but overridden
# by configuration provided in settings.
job_def_orig_appId = job_def.get('appId', None)
job_def.appId = app_record.get('id', job_def_orig_appId)
# add dynamically-generated callback to log aggregator
# sends gross amounts of JSON in each POST
if r.settings.logs.get('token', None) is not None:
proto = r.settings.get('logger', {}).get('proto', 'http')
hostname = r.settings.get('logger', {}).get('host', 'localhost')
port = str(r.settings.get('logger', {}).get('port', 8080))
client_key = r.settings.get('logger', {}).get('client_key', 'KEY')
client_secret = r.settings.logs.get('token', 'SECRET')
# read loggger path from default -> reactor settings -> app settings
path = r.settings.get('logger', {}).get('path', '/logger')
path = app_record.get('opts', {}).get('logger', {}).get('path', path)
logger_uri = proto + '://' + client_key + ':' + client_secret + '@' +\
hostname + ':' + port + path + '/' + job_def.appId
logger_callback = {'persistent': True, 'event': '*', 'url': logger_uri}
nlist = list(job_def.notifications)
nlist.append(logger_callback)
ntuple = tuple(nlist)
job_def.notifications = ntuple
job_def.inputs = job_def_inputs
job_def.name = "{}-{}".format(r.uid, r.execid)
# set archivePath and archiveSystem based on manifest
job_def.archiveSystem = agave_storage_sys
job_def.archivePath = os.path.join(manifest_pathGrandparent,
r.settings.job_params.output_subdir,
job_def.appId,
"{}-{}".format(r.uid, r.execid))
# Expected outcome:
#
# An experimental data collection 'ABCDEF'
# has (at present) directories of measurements and one or more
# manifests (allowing for versioning). ETL apps can deposit results
# under ABCDEF/processed/appid/<unique-directory-name>.
r.logger.info('submitting FSC-ETL agave compute job')
job_id = 'mockup'
try:
job_id = r.client.jobs.submit(body=job_def)['id']
r.logger.info("compute job id is {}".format(job_id))
except Exception as e:
# Use a print here so we can more easily snag the job def
# TODO - come back and take this out if we ever add a nonce to
# the callback notifications because that should not
# show up in the logs. One alternative would be to
# register a plaintext log formatter with redaction
# support, but that requires extending our logger module
print(json.dumps(job_def, indent=4))
r.on_failure(
template.format(actor_name,
'failed when submitting an agave compute job for',
job_def.appId, r.uid, r.execid), e)
# Make a nice human-readable success message for the Slack log
suffix = '{} and will deposit outputs in {}'.format(
job_id, job_def.archivePath)
r.on_success(
template.format(actor_name, 'submitted job', suffix, r.uid, r.execid))