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Dask.distributed
2.11.0
Getting Started
Install Dask.Distributed
Quickstart
Setup
Client
API
Examples
Frequently Asked Questions
Build Understanding
Diagnosing Performance
Efficiency
Limitations
Data Locality
Managing Computation
Managing Memory
Prioritizing Work
Related Work
Resilience
Scheduling Policies
Scheduling State
Worker
Work Stealing
Why did my worker die?
Additional Features
Actors
Asynchronous Operation
IPython Integration
HTTP endpoints
Publish Datasets
Worker Resources
Launch Tasks from Tasks
TLS/SSL
Developer Documentation
Changelog
Communications
Development Guidelines
Foundations
Journey of a Task
Protocol
Serialization
Scheduler Plugins
Worker Plugins
Dask.distributed
»
Index
Index
A
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B
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C
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D
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E
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F
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G
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H
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I
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L
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M
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N
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P
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Q
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R
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S
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T
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U
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V
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W
A
abort() (distributed.comm.Comm method)
acquire() (distributed.Lock method)
adapt() (distributed.SpecCluster method)
Adaptive (class in distributed.deploy)
adaptive_target() (distributed.scheduler.Scheduler method)
add() (distributed.as_completed method)
add_client() (distributed.diagnostics.plugin.SchedulerPlugin method)
(distributed.scheduler.Scheduler method)
add_done_callback() (distributed.Future method)
add_keys() (distributed.scheduler.Scheduler method)
add_plugin() (distributed.scheduler.Scheduler method)
add_worker() (distributed.diagnostics.plugin.SchedulerPlugin method)
(distributed.scheduler.Scheduler method)
address (distributed.scheduler.WorkerState attribute)
as_completed (class in distributed)
asynchronous() (distributed.Client property)
B
Backend (class in distributed.comm.registry)
batches() (distributed.as_completed method)
broadcast() (distributed.scheduler.Scheduler method)
C
call_stack() (distributed.Client method)
cancel() (distributed.Client method)
(distributed.Future method)
cancel_key() (distributed.scheduler.Scheduler method)
cancelled() (distributed.Future method)
check_idle_saturated() (distributed.scheduler.Scheduler method)
Client (class in distributed)
client_heartbeat() (distributed.scheduler.Scheduler method)
client_releases_keys() (distributed.scheduler.Scheduler method)
ClientState (class in distributed.scheduler)
close() (distributed.Client method)
(distributed.comm.Comm method)
(distributed.diagnostics.plugin.SchedulerPlugin method)
(distributed.scheduler.Scheduler method)
close_worker() (distributed.scheduler.Scheduler method)
closed() (distributed.comm.Comm method)
coerce_address() (distributed.scheduler.Scheduler method)
coerce_hostname() (distributed.scheduler.Scheduler method)
Comm (class in distributed.comm)
compute() (distributed.Client method)
connect() (in module distributed.comm)
contact_address() (distributed.comm.core.Listener property)
count() (distributed.as_completed method)
current() (distributed.Client class method)
D
dask_deserialize() (in module distributed.protocol.serialize)
dask_serialize() (in module distributed.protocol.serialize)
decide_worker() (distributed.scheduler.Scheduler method)
(in module distributed.scheduler)
delete() (distributed.Variable method)
deserialize() (in module distributed.protocol.serialize)
done() (distributed.Future method)
E
exception() (distributed.Future method)
extra_info() (distributed.comm.Comm property)
F
feed() (distributed.scheduler.Scheduler method)
fire_and_forget() (in module distributed)
Future (class in distributed)
futures_of() (in module distributed)
G
gather() (distributed.Client method)
(distributed.scheduler.Scheduler method)
get() (distributed.Client method)
(distributed.Queue method)
(distributed.Variable method)
get_address_host() (distributed.comm.registry.Backend method)
(in module distributed.comm)
get_address_host_port() (distributed.comm.registry.Backend method)
get_client() (in module distributed)
get_comm_cost() (distributed.scheduler.Scheduler method)
get_connection_args() (distributed.security.Security method)
get_connector() (distributed.comm.registry.Backend method)
get_dataset() (distributed.Client method)
get_executor() (distributed.Client method)
get_futures_error() (distributed.recreate_exceptions.ReplayExceptionClient method)
get_listen_args() (distributed.security.Security method)
get_listener() (distributed.comm.registry.Backend method)
get_local_address_for() (distributed.comm.registry.Backend method)
get_metadata() (distributed.Client method)
get_restrictions() (distributed.Client class method)
get_scheduler_logs() (distributed.Client method)
get_task_duration() (distributed.scheduler.Scheduler method)
get_task_stream (class in distributed)
get_task_stream() (distributed.Client method)
get_tls_config_for_role() (distributed.security.Security method)
get_versions() (distributed.Client method)
get_worker() (in module distributed)
get_worker_logs() (distributed.Client method)
get_worker_service_addr() (distributed.scheduler.Scheduler method)
H
handle_long_running() (distributed.scheduler.Scheduler method)
handle_worker() (distributed.scheduler.Scheduler method)
has_ready() (distributed.as_completed method)
has_what() (distributed.Client method)
I
identity() (distributed.scheduler.Scheduler method)
is_empty() (distributed.as_completed method)
L
list_datasets() (distributed.Client method)
listen() (in module distributed.comm)
listen_address() (distributed.comm.core.Listener property)
Listener (class in distributed.comm.core)
local_address() (distributed.comm.Comm property)
LocalCluster (class in distributed)
Lock (class in distributed)
M
map() (distributed.Client method)
N
Nanny (class in distributed.nanny)
nbytes() (distributed.Client method)
ncores() (distributed.Client method)
new_task() (distributed.scheduler.Scheduler method)
new_worker_spec() (distributed.SpecCluster method)
next_batch() (distributed.as_completed method)
normalize_address() (in module distributed.comm)
normalize_collection() (distributed.Client method)
nthreads() (distributed.Client method)
P
parse_address() (in module distributed.comm)
peer_address() (distributed.comm.Comm property)
persist() (distributed.Client method)
processing() (distributed.Client method)
profile() (distributed.Client method)
progress() (in module distributed.diagnostics)
proxy() (distributed.scheduler.Scheduler method)
publish_dataset() (distributed.Client method)
put() (distributed.Queue method)
Python Enhancement Proposals
PEP 3148
Q
qsize() (distributed.Queue method)
Queue (class in distributed)
R
read() (distributed.comm.Comm method)
rebalance() (distributed.Client method)
(distributed.scheduler.Scheduler method)
recommendations() (distributed.deploy.Adaptive method)
recreate_error_locally() (distributed.recreate_exceptions.ReplayExceptionClient method)
reevaluate_occupancy() (distributed.scheduler.Scheduler method)
register_generic() (in module distributed.protocol.serialize)
register_worker_callbacks() (distributed.Client method)
register_worker_plugin() (distributed.Client method)
(distributed.scheduler.Scheduler method)
rejoin() (in module distributed)
release() (distributed.Lock method)
remove_client() (distributed.diagnostics.plugin.SchedulerPlugin method)
(distributed.scheduler.Scheduler method)
remove_plugin() (distributed.scheduler.Scheduler method)
remove_worker() (distributed.diagnostics.plugin.SchedulerPlugin method)
(distributed.scheduler.Scheduler method)
ReplayExceptionClient (class in distributed.recreate_exceptions)
replicate() (distributed.Client method)
(distributed.scheduler.Scheduler method)
report() (distributed.scheduler.Scheduler method)
Reschedule (class in distributed)
reschedule() (distributed.scheduler.Scheduler method)
resolve_address() (distributed.comm.registry.Backend method)
(in module distributed.comm)
restart() (distributed.Client method)
(distributed.diagnostics.plugin.SchedulerPlugin method)
(distributed.scheduler.Scheduler method)
result() (distributed.Future method)
retire_workers() (distributed.Client method)
(distributed.scheduler.Scheduler method)
retry() (distributed.Client method)
(distributed.Future method)
rpc (class in distributed.core)
run() (distributed.Client method)
run_coroutine() (distributed.Client method)
run_function() (distributed.scheduler.Scheduler method)
run_on_scheduler() (distributed.Client method)
S
scale() (distributed.SpecCluster method)
scale_up() (distributed.SpecCluster method)
scatter() (distributed.Client method)
(distributed.scheduler.Scheduler method)
Scheduler (class in distributed.scheduler)
scheduler_info() (distributed.Client method)
SchedulerPlugin (class in distributed.diagnostics.plugin)
secede() (in module distributed)
Security (class in distributed.security)
send_task_to_worker() (distributed.scheduler.Scheduler method)
serialize() (in module distributed.protocol.serialize)
Server (class in distributed.core)
set() (distributed.Variable method)
set_metadata() (distributed.Client method)
setup() (distributed.diagnostics.plugin.WorkerPlugin method)
shutdown() (distributed.Client method)
SpecCluster (class in distributed)
start() (distributed.Client method)
(distributed.comm.core.Listener method)
(distributed.diagnostics.plugin.SchedulerPlugin method)
(distributed.scheduler.Scheduler method)
start_ipython() (distributed.scheduler.Scheduler method)
start_ipython_scheduler() (distributed.Client method)
start_ipython_workers() (distributed.Client method)
stimulus_cancel() (distributed.scheduler.Scheduler method)
stimulus_missing_data() (distributed.scheduler.Scheduler method)
stimulus_task_erred() (distributed.scheduler.Scheduler method)
stimulus_task_finished() (distributed.scheduler.Scheduler method)
stop() (distributed.comm.core.Listener method)
story() (distributed.scheduler.Scheduler method)
submit() (distributed.Client method)
T
target() (distributed.deploy.Adaptive method)
TaskState (class in distributed.scheduler)
teardown() (distributed.diagnostics.plugin.WorkerPlugin method)
temporary() (distributed.security.Security class method)
traceback() (distributed.Future method)
transition() (distributed.diagnostics.plugin.SchedulerPlugin method)
(distributed.diagnostics.plugin.WorkerPlugin method)
(distributed.scheduler.Scheduler method)
transition_story() (distributed.scheduler.Scheduler method)
transitions() (distributed.scheduler.Scheduler method)
U
unparse_address() (in module distributed.comm)
unpublish_dataset() (distributed.Client method)
update() (distributed.as_completed method)
update_data() (distributed.scheduler.Scheduler method)
update_graph() (distributed.diagnostics.plugin.SchedulerPlugin method)
(distributed.scheduler.Scheduler method)
upload_file() (distributed.Client method)
V
valid_workers() (distributed.scheduler.Scheduler method)
Variable (class in distributed)
W
wait() (in module distributed)
wait_for_workers() (distributed.Client method)
who_has() (distributed.Client method)
Worker (class in distributed.worker)
worker_client() (in module distributed)
worker_objective() (distributed.scheduler.Scheduler method)
worker_send() (distributed.scheduler.Scheduler method)
WorkerPlugin (class in distributed.diagnostics.plugin)
workers_list() (distributed.scheduler.Scheduler method)
workers_to_close() (distributed.deploy.Adaptive method)
(distributed.scheduler.Scheduler method)
WorkerState (class in distributed.scheduler)
write() (distributed.comm.Comm method)
write_scheduler_file() (distributed.Client method)