def schedule(workflow_task_processor, pending_tasks, schedule_time, execution,
debug, norender):
# Adjust debug mode
if debug == "all":
log.setLevel(10)
pending_tasks = set(pending_tasks)
## ===================================
## INITIALIZE BASIC VARS
execution, run_detached = execution
thread2tasks = defaultdict(list)
for task in pending_tasks:
thread2tasks[task.configid].append(task)
expected_threads = set(thread2tasks.keys())
past_threads = {}
thread_errors = defaultdict(list)
## END OF VARS AND SHORTCUTS
## ===================================
cores_total = GLOBALS["_max_cores"]
if cores_total > 0:
job_queue = Queue()
back_launcher = Process(target=background_job_launcher,
args=(job_queue, run_detached,
GLOBALS["launch_time"], cores_total))
back_launcher.start()
else:
job_queue = None
back_launcher = None
GLOBALS["_background_scheduler"] = back_launcher
GLOBALS["_job_queue"] = job_queue
# Captures Ctrl-C for debuging DEBUG
#signal.signal(signal.SIGINT, control_c)
last_report_time = None
BUG = set()
try:
# Enters into task scheduling
while pending_tasks:
wtime = schedule_time
# ask SGE for running jobs
if execution == "sge":
#sgeid2jobs = db.get_sge_tasks()
#qstat_jobs = sge.qstat()
pass
else:
qstat_jobs = None
# Show summary of pending tasks per thread
thread2tasks = defaultdict(list)
for task in pending_tasks:
thread2tasks[task.configid].append(task)
set_logindent(0)
log.log(28, "@@13: Updating tasks status:@@1: (%s)" % (ctime()))
info_lines = []
for tid, tlist in six.iteritems(thread2tasks):
threadname = GLOBALS[tid]["_name"]
sizelist = ["%s" % getattr(_ts, "size", "?") for _ts in tlist]
info = "Thread @@13:%s@@1:: pending tasks: @@8:%s@@1: of sizes: %s" % (
threadname, len(tlist), ', '.join(sizelist))
info_lines.append(info)
for line in info_lines:
log.log(28, line)
if GLOBALS["email"] and last_report_time is None:
last_report_time = time()
send_mail(GLOBALS["email"], "Your NPR process has started",
'\n'.join(info_lines))
## ================================
## CHECK AND UPDATE CURRENT TASKS
checked_tasks = set()
check_start_time = time()
to_add_tasks = set()
GLOBALS["cached_status"] = {}
for task in sorted(pending_tasks, sort_tasks):
# Avoids endless periods without new job submissions
elapsed_time = time() - check_start_time
#if not back_launcher and pending_tasks and \
# elapsed_time > schedule_time * 2:
# log.log(26, "@@8:Interrupting task checks to schedule new jobs@@1:")
# db.commit()
# wtime = launch_jobs(sorted(pending_tasks, sort_tasks),
# execution, run_detached)
# check_start_time = time()
# Enter debuging mode if necessary
if debug and log.level > 10 and task.taskid.startswith(debug):
log.setLevel(10)
log.debug("ENTERING IN DEBUGGING MODE")
thread2tasks[task.configid].append(task)
# Update tasks and job statuses
if task.taskid not in checked_tasks:
try:
show_task_info(task)
task.status = task.get_status(qstat_jobs)
db.dataconn.commit()
if back_launcher and task.status not in set("DE"):
for j, cmd in task.iter_waiting_jobs():
j.status = "Q"
GLOBALS["cached_status"][j.jobid] = "Q"
if j.jobid not in BUG:
if not os.path.exists(j.jobdir):
os.makedirs(j.jobdir)
for ifile, outpath in six.iteritems(
j.input_files):
try:
_tid, _did = ifile.split(".")
_did = int(_did)
except (IndexError, ValueError):
dataid = ifile
else:
dataid = db.get_dataid(_tid, _did)
if not outpath:
outfile = pjoin(
GLOBALS["input_dir"], ifile)
else:
outfile = pjoin(outpath, ifile)
if not os.path.exists(outfile):
open(outfile, "w").write(
db.get_data(dataid))
log.log(
24, " @@8:Queueing @@1: %s from %s" %
(j, task))
if execution:
job_queue.put([
j.jobid, j.cores, cmd,
j.status_file
])
BUG.add(j.jobid)
update_task_states_recursively(task)
db.commit()
checked_tasks.add(task.taskid)
except TaskError as e:
log.error("Errors found in %s" % task)
import traceback
traceback.print_exc()
if GLOBALS["email"]:
threadname = GLOBALS[task.configid]["_name"]
send_mail(
GLOBALS["email"],
"Errors found in %s!" % threadname,
'\n'.join(map(str, [task, e.value, e.msg])))
pending_tasks.discard(task)
thread_errors[task.configid].append(
[task, e.value, e.msg])
continue
else:
# Set temporary Queued state to avoids launching
# jobs from clones
task.status = "Q"
if log.level < 24:
show_task_info(task)
if task.status == "D":
#db.commit()
show_task_info(task)
logindent(3)
# Log commands of every task
if 'cmd_log_file' not in GLOBALS[task.configid]:
GLOBALS[task.configid]['cmd_log_file'] = pjoin(
GLOBALS[task.configid]["_outpath"], "cmd.log")
O = open(GLOBALS[task.configid]['cmd_log_file'], "w")
O.close()
cmd_lines = get_cmd_log(task)
CMD_LOG = open(GLOBALS[task.configid]['cmd_log_file'], "a")
print(task, file=CMD_LOG)
for c in cmd_lines:
print(' ' + '\t'.join(map(str, c)), file=CMD_LOG)
CMD_LOG.close()
#
try:
#wkname = GLOBALS[task.configid]['_name']
create_tasks = workflow_task_processor(
task, task.target_wkname)
except TaskError as e:
log.error("Errors found in %s" % task)
pending_tasks.discard(task)
thread_errors[task.configid].append(
[task, e.value, e.msg])
continue
else:
logindent(-3)
to_add_tasks.update(create_tasks)
pending_tasks.discard(task)
elif task.status == "E":
log.error("task contains errors: %s " % task)
log.error("Errors found in %s")
pending_tasks.discard(task)
thread_errors[task.configid].append(
[task, None, "Found (E) task status"])
#db.commit()
#if not back_launcher:
# wtime = launch_jobs(sorted(pending_tasks, sort_tasks),
# execution, run_detached)
# Update global task list with recently added jobs to be check
# during next cycle
pending_tasks.update(to_add_tasks)
## END CHECK AND UPDATE CURRENT TASKS
## ================================
if wtime:
set_logindent(0)
log.log(28, "@@13:Waiting %s seconds@@1:" % wtime)
sleep(wtime)
else:
sleep(schedule_time)
# Dump / show ended threads
error_lines = []
for configid, etasks in six.iteritems(thread_errors):
error_lines.append("Thread @@10:%s@@1: contains errors:" %\
(GLOBALS[configid]["_name"]))
for error in etasks:
error_lines.append(" ** %s" % error[0])
e_obj = error[1] if error[1] else error[0]
error_path = e_obj.jobdir if isjob(e_obj) else e_obj.taskid
if e_obj is not error[0]:
error_lines.append(" -> %s" % e_obj)
error_lines.append(" -> %s" % error_path)
error_lines.append(" -> %s" % error[2])
for eline in error_lines:
log.error(eline)
pending_threads = set([ts.configid for ts in pending_tasks])
finished_threads = expected_threads - (pending_threads
| set(thread_errors.keys()))
just_finished_lines = []
finished_lines = []
for configid in finished_threads:
# configid is the the same as threadid in master tasks
final_tree_file = pjoin(GLOBALS[configid]["_outpath"],
GLOBALS["inputname"] + ".final_tree")
threadname = GLOBALS[configid]["_name"]
if configid in past_threads:
log.log(28, "Done thread @@12:%s@@1: in %d iteration(s)",
threadname, past_threads[configid])
finished_lines.append("Finished %s in %d iteration(s)" %
(threadname, past_threads[configid]))
else:
log.log(28, "Assembling final tree...")
main_tree, treeiters = assembly_tree(configid)
past_threads[configid] = treeiters - 1
log.log(28, "Done thread @@12:%s@@1: in %d iteration(s)",
threadname, past_threads[configid])
log.log(
28, "Writing final tree for @@13:%s@@1:\n %s\n %s",
threadname, final_tree_file + ".nw",
final_tree_file + ".nwx (newick extended)")
main_tree.write(outfile=final_tree_file + ".nw")
main_tree.write(outfile=final_tree_file + ".nwx",
features=[],
format_root_node=True)
if hasattr(main_tree, "alg_path"):
log.log(
28,
"Writing root node alignment @@13:%s@@1:\n %s",
threadname, final_tree_file + ".fa")
alg = SeqGroup(get_stored_data(main_tree.alg_path))
OUT = open(final_tree_file + ".fa", "w")
for name, seq, comments in alg:
realname = db.get_seq_name(name)
print(">%s\n%s" % (realname, seq), file=OUT)
OUT.close()
if hasattr(main_tree, "clean_alg_path"):
log.log(
28,
"Writing root node trimmed alignment @@13:%s@@1:\n %s",
threadname, final_tree_file + ".trimmed.fa")
alg = SeqGroup(
get_stored_data(main_tree.clean_alg_path))
OUT = open(final_tree_file + ".trimmed.fa", "w")
for name, seq, comments in alg:
realname = db.get_seq_name(name)
print(">%s\n%s" % (realname, seq), file=OUT)
OUT.close()
if norender == False:
log.log(
28, "Generating tree image for @@13:%s@@1:\n %s",
threadname, final_tree_file + ".png")
for lf in main_tree:
lf.add_feature("sequence",
alg.get_seq(lf.safename))
try:
from ete3.tools.phylobuild_lib.visualize import draw_tree
draw_tree(main_tree, GLOBALS[configid],
final_tree_file + ".png")
except Exception as e:
log.warning(
'@@8:something went wrong when generating the tree image. Try manually :(@@1:'
)
if DEBUG:
import traceback, sys
traceback.print_exc(file=sys.stdout)
just_finished_lines.append(
"Finished %s in %d iteration(s)" %
(threadname, past_threads[configid]))
if GLOBALS["email"]:
if not pending_tasks:
all_lines = finished_lines + just_finished_lines + error_lines
send_mail(GLOBALS["email"], "Your NPR process has ended",
'\n'.join(all_lines))
elif GLOBALS["email_report_time"] and time() - last_report_time >= \
GLOBALS["email_report_time"]:
all_lines = info_lines + error_lines + just_finished_lines
send_mail(GLOBALS["email"], "Your NPR report",
'\n'.join(all_lines))
last_report_time = time()
elif just_finished_lines:
send_mail(GLOBALS["email"], "Finished threads!",
'\n'.join(just_finished_lines))
log.log(26, "")
except:
raise
if thread_errors:
log.error("Done with ERRORS")
else:
log.log(28, "Done")
return thread_errors
def schedule(workflow_task_processor, pending_tasks, schedule_time, execution, debug, norender):
# Adjust debug mode
if debug == "all":
log.setLevel(10)
pending_tasks = set(pending_tasks)
## ===================================
## INITIALIZE BASIC VARS
execution, run_detached = execution
thread2tasks = defaultdict(list)
for task in pending_tasks:
thread2tasks[task.configid].append(task)
expected_threads = set(thread2tasks.keys())
past_threads = {}
thread_errors = defaultdict(list)
## END OF VARS AND SHORTCUTS
## ===================================
cores_total = GLOBALS["_max_cores"]
if cores_total > 0:
job_queue = Queue()
back_launcher = Process(target=background_job_launcher,
args=(job_queue, run_detached,
GLOBALS["launch_time"], cores_total))
back_launcher.start()
else:
job_queue = None
back_launcher = None
GLOBALS["_background_scheduler"] = back_launcher
GLOBALS["_job_queue"] = job_queue
# Captures Ctrl-C for debuging DEBUG
#signal.signal(signal.SIGINT, control_c)
last_report_time = None
BUG = set()
try:
# Enters into task scheduling
while pending_tasks:
wtime = schedule_time
# ask SGE for running jobs
if execution == "sge":
#sgeid2jobs = db.get_sge_tasks()
#qstat_jobs = sge.qstat()
pass
else:
qstat_jobs = None
# Show summary of pending tasks per thread
thread2tasks = defaultdict(list)
for task in pending_tasks:
thread2tasks[task.configid].append(task)
set_logindent(0)
log.log(28, "@@13: Updating tasks status:@@1: (%s)" % (ctime()))
info_lines = []
for tid, tlist in six.iteritems(thread2tasks):
threadname = GLOBALS[tid]["_name"]
sizelist = ["%s" %getattr(_ts, "size", "?") for _ts in tlist]
info = "Thread @@13:%s@@1:: pending tasks: @@8:%s@@1: of sizes: %s" %(
threadname, len(tlist), ', '.join(sizelist))
info_lines.append(info)
for line in info_lines:
log.log(28, line)
if GLOBALS["email"] and last_report_time is None:
last_report_time = time()
send_mail(GLOBALS["email"], "Your NPR process has started", '\n'.join(info_lines))
## ================================
## CHECK AND UPDATE CURRENT TASKS
checked_tasks = set()
check_start_time = time()
to_add_tasks = set()
GLOBALS["cached_status"] = {}
for task in sorted(pending_tasks, sort_tasks):
# Avoids endless periods without new job submissions
elapsed_time = time() - check_start_time
#if not back_launcher and pending_tasks and \
# elapsed_time > schedule_time * 2:
# log.log(26, "@@8:Interrupting task checks to schedule new jobs@@1:")
# db.commit()
# wtime = launch_jobs(sorted(pending_tasks, sort_tasks),
# execution, run_detached)
# check_start_time = time()
# Enter debuging mode if necessary
if debug and log.level > 10 and task.taskid.startswith(debug):
log.setLevel(10)
log.debug("ENTERING IN DEBUGGING MODE")
thread2tasks[task.configid].append(task)
# Update tasks and job statuses
if task.taskid not in checked_tasks:
try:
show_task_info(task)
task.status = task.get_status(qstat_jobs)
db.dataconn.commit()
if back_launcher and task.status not in set("DE"):
for j, cmd in task.iter_waiting_jobs():
j.status = "Q"
GLOBALS["cached_status"][j.jobid] = "Q"
if j.jobid not in BUG:
if not os.path.exists(j.jobdir):
os.makedirs(j.jobdir)
for ifile, outpath in six.iteritems(j.input_files):
try:
_tid, _did = ifile.split(".")
_did = int(_did)
except (IndexError, ValueError):
dataid = ifile
else:
dataid = db.get_dataid(_tid, _did)
if not outpath:
outfile = pjoin(GLOBALS["input_dir"], ifile)
else:
outfile = pjoin(outpath, ifile)
if not os.path.exists(outfile):
open(outfile, "w").write(db.get_data(dataid))
log.log(24, " @@8:Queueing @@1: %s from %s" %(j, task))
if execution:
job_queue.put([j.jobid, j.cores, cmd, j.status_file])
BUG.add(j.jobid)
update_task_states_recursively(task)
db.commit()
checked_tasks.add(task.taskid)
except TaskError as e:
log.error("Errors found in %s" %task)
import traceback
traceback.print_exc()
if GLOBALS["email"]:
threadname = GLOBALS[task.configid]["_name"]
send_mail(GLOBALS["email"], "Errors found in %s!" %threadname,
'\n'.join(map(str, [task, e.value, e.msg])))
pending_tasks.discard(task)
thread_errors[task.configid].append([task, e.value, e.msg])
continue
else:
# Set temporary Queued state to avoids launching
# jobs from clones
task.status = "Q"
if log.level < 24:
show_task_info(task)
if task.status == "D":
#db.commit()
show_task_info(task)
logindent(3)
# Log commands of every task
if 'cmd_log_file' not in GLOBALS[task.configid]:
GLOBALS[task.configid]['cmd_log_file'] = pjoin(GLOBALS[task.configid]["_outpath"], "cmd.log")
O = open(GLOBALS[task.configid]['cmd_log_file'], "w")
O.close()
cmd_lines = get_cmd_log(task)
CMD_LOG = open(GLOBALS[task.configid]['cmd_log_file'], "a")
print(task, file=CMD_LOG)
for c in cmd_lines:
print(' '+'\t'.join(map(str, c)), file=CMD_LOG)
CMD_LOG.close()
#
try:
#wkname = GLOBALS[task.configid]['_name']
create_tasks = workflow_task_processor(task, task.target_wkname)
except TaskError as e:
log.error("Errors found in %s" %task)
pending_tasks.discard(task)
thread_errors[task.configid].append([task, e.value, e.msg])
continue
else:
logindent(-3)
to_add_tasks.update(create_tasks)
pending_tasks.discard(task)
elif task.status == "E":
log.error("task contains errors: %s " %task)
log.error("Errors found in %s")
pending_tasks.discard(task)
thread_errors[task.configid].append([task, None, "Found (E) task status"])
#db.commit()
#if not back_launcher:
# wtime = launch_jobs(sorted(pending_tasks, sort_tasks),
# execution, run_detached)
# Update global task list with recently added jobs to be check
# during next cycle
pending_tasks.update(to_add_tasks)
## END CHECK AND UPDATE CURRENT TASKS
## ================================
if wtime:
set_logindent(0)
log.log(28, "@@13:Waiting %s seconds@@1:" %wtime)
sleep(wtime)
else:
sleep(schedule_time)
# Dump / show ended threads
error_lines = []
for configid, etasks in six.iteritems(thread_errors):
error_lines.append("Thread @@10:%s@@1: contains errors:" %\
(GLOBALS[configid]["_name"]))
for error in etasks:
error_lines.append(" ** %s" %error[0])
e_obj = error[1] if error[1] else error[0]
error_path = e_obj.jobdir if isjob(e_obj) else e_obj.taskid
if e_obj is not error[0]:
error_lines.append(" -> %s" %e_obj)
error_lines.append(" -> %s" %error_path)
error_lines.append(" -> %s" %error[2])
for eline in error_lines:
log.error(eline)
pending_threads = set([ts.configid for ts in pending_tasks])
finished_threads = expected_threads - (pending_threads | set(thread_errors.keys()))
just_finished_lines = []
finished_lines = []
for configid in finished_threads:
# configid is the the same as threadid in master tasks
final_tree_file = pjoin(GLOBALS[configid]["_outpath"],
GLOBALS["inputname"] + ".final_tree")
threadname = GLOBALS[configid]["_name"]
if configid in past_threads:
log.log(28, "Done thread @@12:%s@@1: in %d iteration(s)",
threadname, past_threads[configid])
finished_lines.append("Finished %s in %d iteration(s)" %(
threadname, past_threads[configid]))
else:
log.log(28, "Assembling final tree...")
main_tree, treeiters = assembly_tree(configid)
past_threads[configid] = treeiters - 1
log.log(28, "Done thread @@12:%s@@1: in %d iteration(s)",
threadname, past_threads[configid])
log.log(28, "Writing final tree for @@13:%s@@1:\n %s\n %s",
threadname, final_tree_file+".nw",
final_tree_file+".nwx (newick extended)")
main_tree.write(outfile=final_tree_file+".nw")
main_tree.write(outfile=final_tree_file+ ".nwx", features=[],
format_root_node=True)
if hasattr(main_tree, "alg_path"):
log.log(28, "Writing root node alignment @@13:%s@@1:\n %s",
threadname, final_tree_file+".fa")
alg = SeqGroup(get_stored_data(main_tree.alg_path))
OUT = open(final_tree_file+".fa", "w")
for name, seq, comments in alg:
realname = db.get_seq_name(name)
print(">%s\n%s" %(realname, seq), file=OUT)
OUT.close()
if hasattr(main_tree, "clean_alg_path"):
log.log(28, "Writing root node trimmed alignment @@13:%s@@1:\n %s",
threadname, final_tree_file+".trimmed.fa")
alg = SeqGroup(get_stored_data(main_tree.clean_alg_path))
OUT = open(final_tree_file+".trimmed.fa", "w")
for name, seq, comments in alg:
realname = db.get_seq_name(name)
print(">%s\n%s" %(realname, seq), file=OUT)
OUT.close()
if norender == False:
log.log(28, "Generating tree image for @@13:%s@@1:\n %s",
threadname, final_tree_file+".png")
for lf in main_tree:
lf.add_feature("sequence", alg.get_seq(lf.safename))
try:
from ete3.tools.phylobuild_lib.visualize import draw_tree
draw_tree(main_tree, GLOBALS[configid], final_tree_file+".png")
except Exception as e:
log.warning('@@8:something went wrong when generating the tree image. Try manually :(@@1:')
if DEBUG:
import traceback, sys
traceback.print_exc(file=sys.stdout)
just_finished_lines.append("Finished %s in %d iteration(s)" %(
threadname, past_threads[configid]))
if GLOBALS["email"]:
if not pending_tasks:
all_lines = finished_lines + just_finished_lines + error_lines
send_mail(GLOBALS["email"], "Your NPR process has ended", '\n'.join(all_lines))
elif GLOBALS["email_report_time"] and time() - last_report_time >= \
GLOBALS["email_report_time"]:
all_lines = info_lines + error_lines + just_finished_lines
send_mail(GLOBALS["email"], "Your NPR report", '\n'.join(all_lines))
last_report_time = time()
elif just_finished_lines:
send_mail(GLOBALS["email"], "Finished threads!",
'\n'.join(just_finished_lines))
log.log(26, "")
except:
raise
if thread_errors:
log.error("Done with ERRORS")
else:
log.log(28, "Done")
return thread_errors
