1 # Copyright (C) The Arvados Authors. All rights reserved.
3 # SPDX-License-Identifier: AGPL-3.0
5 require 'log_reuse_info'
6 require 'whitelist_update'
8 require 'update_priorities'
10 class Container < ArvadosModel
11 include ArvadosModelUpdates
14 include CommonApiTemplate
15 include WhitelistUpdate
16 extend CurrentApiClient
20 # Posgresql JSONB columns should NOT be declared as serialized, Rails 5
21 # already know how to properly treat them.
22 attribute :secret_mounts, :jsonbHash, default: {}
23 attribute :runtime_status, :jsonbHash, default: {}
24 attribute :runtime_auth_scopes, :jsonbArray, default: []
25 attribute :output_storage_classes, :jsonbArray, default: lambda { Rails.configuration.DefaultStorageClasses }
26 attribute :output_properties, :jsonbHash, default: {}
28 serialize :environment, Hash
29 serialize :mounts, Hash
30 serialize :runtime_constraints, Hash
31 serialize :command, Array
32 serialize :scheduling_parameters, Hash
33 serialize :output_glob, Array
35 after_find :fill_container_defaults_after_find
36 before_validation :fill_field_defaults, :if => :new_record?
37 before_validation :set_timestamps
38 before_validation :check_lock
39 before_validation :check_unlock
40 validates :command, :container_image, :output_path, :cwd, :priority, { presence: true }
41 validates :priority, numericality: { only_integer: true, greater_than_or_equal_to: 0 }
42 validate :validate_runtime_status
43 validate :validate_state_change
44 validate :validate_change
45 validate :validate_lock
46 validate :validate_output
47 after_validation :assign_auth
48 before_save :sort_serialized_attrs
49 before_save :update_secret_mounts_md5
50 before_save :scrub_secrets
51 before_save :clear_runtime_status_when_queued
52 after_save :update_cr_logs
53 after_save :handle_completed
55 has_many :container_requests,
56 class_name: 'ContainerRequest',
57 foreign_key: 'container_uuid',
60 class_name: 'ApiClientAuthorization',
61 foreign_key: 'auth_uuid',
65 api_accessible :user, extend: :common do |t|
67 t.add :container_image
80 t.add :runtime_constraints
85 t.add :scheduling_parameters
86 t.add :runtime_user_uuid
87 t.add :runtime_auth_scopes
89 t.add :gateway_address
90 t.add :interactive_session_started
91 t.add :output_storage_classes
92 t.add :output_properties
94 t.add :subrequests_cost
97 # Supported states for a container
102 (Running = 'Running'),
103 (Complete = 'Complete'),
104 (Cancelled = 'Cancelled')
107 State_transitions = {
109 Queued => [Locked, Cancelled],
110 Locked => [Queued, Running, Cancelled],
111 Running => [Complete, Cancelled],
112 Complete => [Cancelled]
115 def self.limit_index_columns_read
119 def self.full_text_searchable_columns
120 super - ["secret_mounts", "secret_mounts_md5", "runtime_token", "gateway_address", "output_storage_classes"]
123 def self.searchable_columns *args
124 super - ["secret_mounts_md5", "runtime_token", "gateway_address", "output_storage_classes"]
127 def logged_attributes
128 super.except('secret_mounts', 'runtime_token')
131 def state_transitions
135 # Container priority is the highest "computed priority" of any
136 # matching request. The computed priority of a container-submitted
137 # request is the priority of the submitting container. The computed
138 # priority of a user-submitted request is a function of
139 # user-assigned priority and request creation time.
141 update_priorities uuid
145 # Create a new container (or find an existing one) to satisfy the
146 # given container request.
147 def self.resolve(req)
148 if req.runtime_token.nil?
149 runtime_user = if req.modified_by_user_uuid.nil?
152 User.find_by_uuid(req.modified_by_user_uuid)
154 runtime_auth_scopes = ["all"]
156 auth = ApiClientAuthorization.validate(token: req.runtime_token)
158 raise ArgumentError.new "Invalid runtime token"
160 runtime_user = User.find_by_id(auth.user_id)
161 runtime_auth_scopes = auth.scopes
163 c_attrs = act_as_user runtime_user do
165 command: req.command,
167 environment: req.environment,
168 output_path: req.output_path,
169 output_glob: req.output_glob,
170 container_image: resolve_container_image(req.container_image),
171 mounts: resolve_mounts(req.mounts),
172 runtime_constraints: resolve_runtime_constraints(req.runtime_constraints),
173 scheduling_parameters: req.scheduling_parameters,
174 secret_mounts: req.secret_mounts,
175 runtime_token: req.runtime_token,
176 runtime_user_uuid: runtime_user.uuid,
177 runtime_auth_scopes: runtime_auth_scopes,
178 output_storage_classes: req.output_storage_classes,
181 act_as_system_user do
182 if req.use_existing && (reusable = find_reusable(c_attrs))
185 Container.create!(c_attrs)
190 # Return a runtime_constraints hash that complies with requested but
191 # is suitable for saving in a container record, i.e., has specific
192 # values instead of ranges.
194 # Doing this as a step separate from other resolutions, like "git
195 # revision range to commit hash", makes sense only when there is no
196 # opportunity to reuse an existing container (e.g., container reuse
197 # is not implemented yet, or we have already found that no existing
198 # containers are suitable).
199 def self.resolve_runtime_constraints(runtime_constraints)
201 runtime_constraints.each do |k, v|
208 if rc['keep_cache_ram'] == 0
209 rc['keep_cache_ram'] = Rails.configuration.Containers.DefaultKeepCacheRAM
211 if rc['keep_cache_disk'] == 0 and rc['keep_cache_ram'] == 0
212 rc['keep_cache_disk'] = bound_keep_cache_disk(rc['ram'])
217 # Return a mounts hash suitable for a Container, i.e., with every
218 # readonly collection UUID resolved to a PDH.
219 def self.resolve_mounts(mounts)
221 mounts.each do |k, mount|
224 if mount['kind'] != 'collection'
228 uuid = mount.delete 'uuid'
230 if mount['portable_data_hash'].nil? and !uuid.nil?
231 # PDH not supplied, try by UUID
233 readable_by(current_user).
235 select(:portable_data_hash).
238 raise ArvadosModel::UnresolvableContainerError.new "cannot mount collection #{uuid.inspect}: not found"
240 mount['portable_data_hash'] = c.portable_data_hash
246 # Return a container_image PDH suitable for a Container.
247 def self.resolve_container_image(container_image)
248 coll = Collection.for_latest_docker_image(container_image)
250 raise ArvadosModel::UnresolvableContainerError.new "docker image #{container_image.inspect} not found"
252 coll.portable_data_hash
255 def self.find_reusable(attrs)
256 log_reuse_info { "starting with #{Container.all.count} container records in database" }
257 candidates = Container.where_serialized(:command, attrs[:command], md5: true)
258 log_reuse_info(candidates) { "after filtering on command #{attrs[:command].inspect}" }
260 candidates = candidates.where('cwd = ?', attrs[:cwd])
261 log_reuse_info(candidates) { "after filtering on cwd #{attrs[:cwd].inspect}" }
263 candidates = candidates.where_serialized(:environment, attrs[:environment], md5: true)
264 log_reuse_info(candidates) { "after filtering on environment #{attrs[:environment].inspect}" }
266 candidates = candidates.where('output_path = ?', attrs[:output_path])
267 log_reuse_info(candidates) { "after filtering on output_path #{attrs[:output_path].inspect}" }
269 candidates = candidates.where_serialized(:output_glob, attrs[:output_glob], md5: true)
270 log_reuse_info(candidates) { "after filtering on output_glob #{attrs[:output_glob].inspect}" }
272 image = resolve_container_image(attrs[:container_image])
273 candidates = candidates.where('container_image = ?', image)
274 log_reuse_info(candidates) { "after filtering on container_image #{image.inspect} (resolved from #{attrs[:container_image].inspect})" }
276 candidates = candidates.where_serialized(:mounts, resolve_mounts(attrs[:mounts]), md5: true)
277 log_reuse_info(candidates) { "after filtering on mounts #{attrs[:mounts].inspect}" }
279 secret_mounts_md5 = Digest::MD5.hexdigest(SafeJSON.dump(self.deep_sort_hash(attrs[:secret_mounts])))
280 candidates = candidates.where('secret_mounts_md5 = ?', secret_mounts_md5)
281 log_reuse_info(candidates) { "after filtering on secret_mounts_md5 #{secret_mounts_md5.inspect}" }
283 resolved_runtime_constraints = resolve_runtime_constraints(attrs[:runtime_constraints])
284 # Ideally we would completely ignore Keep cache constraints when making
285 # reuse considerations, but our database structure makes that impractical.
286 # The best we can do is generate a search that matches on all likely values.
287 runtime_constraint_variations = {
289 # Check for constraints without keep_cache_disk
290 # (containers that predate the constraint)
292 # Containers that use keep_cache_ram instead
295 bound_keep_cache_disk(resolved_runtime_constraints['ram']),
296 # The minimum default bound
297 bound_keep_cache_disk(0),
298 # The maximum default bound (presumably)
299 bound_keep_cache_disk(1 << 60),
300 # The requested value
301 resolved_runtime_constraints.delete('keep_cache_disk'),
304 # Containers that use keep_cache_disk instead
307 Rails.configuration.Containers.DefaultKeepCacheRAM,
308 # The requested value
309 resolved_runtime_constraints.delete('keep_cache_ram'),
312 resolved_cuda = resolved_runtime_constraints['cuda']
313 if resolved_cuda.nil? or resolved_cuda['device_count'] == 0
314 runtime_constraint_variations[:cuda] = [
315 # Check for constraints without cuda
316 # (containers that predate the constraint)
318 # The default "don't need CUDA" value
321 'driver_version' => '',
322 'hardware_capability' => '',
324 # The requested value
325 resolved_runtime_constraints.delete('cuda')
328 reusable_runtime_constraints = hash_product(**runtime_constraint_variations)
329 .map { |v| resolved_runtime_constraints.merge(v) }
331 candidates = candidates.where_serialized(:runtime_constraints, reusable_runtime_constraints, md5: true, multivalue: true)
332 log_reuse_info(candidates) { "after filtering on runtime_constraints #{attrs[:runtime_constraints].inspect}" }
334 log_reuse_info { "checking for state=Complete with readable output and log..." }
336 select_readable_pdh = Collection.
337 readable_by(current_user).
338 select(:portable_data_hash).
341 usable = candidates.where(state: Complete, exit_code: 0)
342 log_reuse_info(usable) { "with state=Complete, exit_code=0" }
344 usable = usable.where("log IN (#{select_readable_pdh})")
345 log_reuse_info(usable) { "with readable log" }
347 usable = usable.where("output IN (#{select_readable_pdh})")
348 log_reuse_info(usable) { "with readable output" }
350 usable = usable.order('finished_at ASC').limit(1).first
352 log_reuse_info { "done, reusing container #{usable.uuid} with state=Complete" }
356 # Check for non-failing Running candidates and return the most likely to finish sooner.
357 log_reuse_info { "checking for state=Running..." }
358 running = candidates.where(state: Running).
359 where("(runtime_status->'error') is null and priority > 0").
360 order('progress desc, started_at asc').
363 log_reuse_info { "done, reusing container #{running.uuid} with state=Running" }
366 log_reuse_info { "have no containers in Running state" }
369 # Check for Locked or Queued ones and return the most likely to start first.
370 locked_or_queued = candidates.
371 where("state IN (?)", [Locked, Queued]).
372 order('state asc, priority desc, created_at asc').
374 if !attrs[:scheduling_parameters]['preemptible']
375 locked_or_queued = locked_or_queued.
376 where("not ((scheduling_parameters::jsonb)->>'preemptible')::boolean")
378 chosen = locked_or_queued.first
380 log_reuse_info { "done, reusing container #{chosen.uuid} with state=#{chosen.state}" }
383 log_reuse_info { "have no containers in Locked or Queued state" }
386 log_reuse_info { "done, no reusable container found" }
392 if self.state != Queued
393 raise LockFailedError.new("cannot lock when #{self.state}")
395 self.update!(state: Locked)
400 if state_was == Queued and state == Locked
401 if self.priority <= 0
402 raise LockFailedError.new("cannot lock when priority<=0")
404 self.lock_count = self.lock_count+1
410 if self.state != Locked
411 raise InvalidStateTransitionError.new("cannot unlock when #{self.state}")
413 self.update!(state: Queued)
418 if state_was == Locked and state == Queued
419 if self.locked_by_uuid != current_api_client_authorization.uuid
420 raise ArvadosModel::PermissionDeniedError.new("locked by a different token")
422 if self.lock_count >= Rails.configuration.Containers.MaxDispatchAttempts
423 self.state = Cancelled
424 self.runtime_status = {error: "Failed to start container. Cancelled after exceeding 'Containers.MaxDispatchAttempts' (lock_count=#{self.lock_count})"}
429 def self.readable_by(*users_list)
430 # Load optional keyword arguments, if they exist.
431 if users_list.last.is_a? Hash
432 kwargs = users_list.pop
436 if users_list.select { |u| u.is_admin }.any?
439 Container.where(ContainerRequest.readable_by(*users_list).where("containers.uuid = container_requests.container_uuid").arel.exists)
443 [Complete, Cancelled].include?(self.state)
446 def self.for_current_token
447 return if !current_api_client_authorization
448 _, _, _, container_uuid = Thread.current[:token].split('/')
449 if container_uuid.nil?
450 Container.where(auth_uuid: current_api_client_authorization.uuid).first
452 Container.where('auth_uuid=? or (uuid=? and runtime_token=?)',
453 current_api_client_authorization.uuid,
455 current_api_client_authorization.token).first
461 def self.bound_keep_cache_disk(value)
467 elsif value > max_value
474 def self.hash_product(**kwargs)
475 # kwargs is a hash that maps parameters to an array of values.
476 # This function enumerates every possible hash where each key has one of
477 # the values from its array.
478 # The output keys are strings since that's what container hash attributes
480 # A nil value yields a hash without that key.
482 *kwargs.map { |(key, values)| [key.to_s].product(values) },
483 ).map { |param_pairs| Hash[param_pairs].compact }
486 def fill_field_defaults
487 self.state ||= Queued
488 self.environment ||= {}
489 self.runtime_constraints ||= {}
491 self.output_glob ||= []
494 self.scheduling_parameters ||= {}
497 def permission_to_create
498 current_user.andand.is_admin
501 def permission_to_destroy
502 current_user.andand.is_admin
505 def ensure_owner_uuid_is_permitted
506 # validate_change ensures owner_uuid can't be changed at all --
507 # except during create, which requires admin privileges. Checking
508 # permission here would be superfluous.
513 if self.state_changed? and self.state == Running
514 self.started_at ||= db_current_time
517 if self.state_changed? and [Complete, Cancelled].include? self.state
518 self.finished_at ||= db_current_time
522 # Check that well-known runtime status keys have desired data types
523 def validate_runtime_status
525 'error', 'errorDetail', 'warning', 'warningDetail', 'activity'
527 if self.runtime_status.andand.include?(k) && !self.runtime_status[k].is_a?(String)
528 errors.add(:runtime_status, "'#{k}' value must be a string")
535 final_attrs = [:finished_at]
536 progress_attrs = [:progress, :runtime_status, :subrequests_cost, :cost,
537 :log, :output, :output_properties, :exit_code]
540 permitted.push(:owner_uuid, :command, :container_image, :cwd,
541 :environment, :mounts, :output_path, :output_glob,
542 :priority, :runtime_constraints,
543 :scheduling_parameters, :secret_mounts,
544 :runtime_token, :runtime_user_uuid,
545 :runtime_auth_scopes, :output_storage_classes)
550 permitted.push :priority, :runtime_status, :log, :lock_count
553 permitted.push :priority
556 permitted.push :priority, :output_properties, :gateway_address, *progress_attrs
557 if self.state_changed?
558 permitted.push :started_at
560 if !self.interactive_session_started_was
561 permitted.push :interactive_session_started
565 if self.state_was == Running
566 permitted.push *final_attrs, *progress_attrs
572 permitted.push :finished_at, *progress_attrs
574 permitted.push :finished_at, :log, :runtime_status, :cost
578 # The state_transitions check will add an error message for this
582 if self.state_was == Running &&
583 !current_api_client_authorization.nil? &&
584 (current_api_client_authorization.uuid == self.auth_uuid ||
585 current_api_client_authorization.token == self.runtime_token)
586 # The contained process itself can write final attrs but can't
587 # change priority or log.
588 permitted.push *final_attrs
589 permitted = permitted - [:log, :priority]
590 elsif !current_user.andand.is_admin
591 raise PermissionDeniedError
592 elsif self.locked_by_uuid && self.locked_by_uuid != current_api_client_authorization.andand.uuid
593 # When locked, progress fields cannot be updated by the wrong
594 # dispatcher, even though it has admin privileges.
595 permitted = permitted - progress_attrs
597 check_update_whitelist permitted
601 if [Locked, Running].include? self.state
602 # If the Container was already locked, locked_by_uuid must not
603 # changes. Otherwise, the current auth gets the lock.
604 need_lock = locked_by_uuid_was || current_api_client_authorization.andand.uuid
609 # The caller can provide a new value for locked_by_uuid, but only
610 # if it's exactly what we expect. This allows a caller to perform
611 # an update like {"state":"Unlocked","locked_by_uuid":null}.
612 if self.locked_by_uuid_changed?
613 if self.locked_by_uuid != need_lock
614 return errors.add :locked_by_uuid, "can only change to #{need_lock}"
617 self.locked_by_uuid = need_lock
621 # Output must exist and be readable by the current user. This is so
622 # that a container cannot "claim" a collection that it doesn't otherwise
623 # have access to just by setting the output field to the collection PDH.
626 readable_by(current_user, {include_trash: true}).
627 where(portable_data_hash: self.output).
630 errors.add :output, "collection must exist and be readable by current user."
636 # If self.final?, this update is superfluous: the final log/output
637 # update will be done when handle_completed calls finalize! on
638 # each requesting CR.
639 return if self.final? || !saved_change_to_log?
640 leave_modified_by_user_alone do
641 ContainerRequest.where(container_uuid: self.uuid, state: ContainerRequest::Committed).each do |cr|
642 cr.update_collections(container: self, collections: ['log'])
649 if self.auth_uuid_changed?
650 return errors.add :auth_uuid, 'is readonly'
652 if not [Locked, Running].include? self.state
653 # Don't need one. If auth already exists, expire it.
655 # We use db_transaction_time here (not db_current_time) to
656 # ensure the token doesn't validate later in the same
657 # transaction (e.g., in a test case) by satisfying expires_at >
658 # transaction timestamp.
659 self.auth.andand.update(expires_at: db_transaction_time)
666 if self.runtime_token.nil?
667 if self.runtime_user_uuid.nil?
668 # legacy behavior, we don't have a runtime_user_uuid so get
669 # the user from the highest priority container request, needed
670 # when performing an upgrade and there are queued containers,
672 cr = ContainerRequest.
673 where('container_uuid=? and priority>0', self.uuid).
674 order('priority desc').
677 return errors.add :auth_uuid, "cannot be assigned because priority <= 0"
679 self.runtime_user_uuid = cr.modified_by_user_uuid
680 self.runtime_auth_scopes = ["all"]
683 # Generate a new token. This runs with admin credentials as it's done by a
684 # dispatcher user, so expires_at isn't enforced by API.MaxTokenLifetime.
685 self.auth = ApiClientAuthorization.
686 create!(user_id: User.find_by_uuid(self.runtime_user_uuid).id,
687 scopes: self.runtime_auth_scopes)
691 def sort_serialized_attrs
692 if self.environment_changed?
693 self.environment = self.class.deep_sort_hash(self.environment)
695 if self.mounts_changed?
696 self.mounts = self.class.deep_sort_hash(self.mounts)
698 if self.runtime_constraints_changed?
699 self.runtime_constraints = self.class.deep_sort_hash(self.runtime_constraints)
701 if self.scheduling_parameters_changed?
702 self.scheduling_parameters = self.class.deep_sort_hash(self.scheduling_parameters)
704 if self.runtime_auth_scopes_changed?
705 self.runtime_auth_scopes = self.runtime_auth_scopes.sort
709 def update_secret_mounts_md5
710 if self.secret_mounts_changed?
711 self.secret_mounts_md5 = Digest::MD5.hexdigest(
712 SafeJSON.dump(self.class.deep_sort_hash(self.secret_mounts)))
717 # this runs after update_secret_mounts_md5, so the
718 # secret_mounts_md5 will still reflect the secrets that are being
720 if self.state_changed? && self.final?
721 self.secret_mounts = {}
722 self.runtime_token = nil
726 def clear_runtime_status_when_queued
727 # Avoid leaking status messages between different dispatch attempts
728 if self.state_was == Locked && self.state == Queued
729 self.runtime_status = {}
734 # This container is finished so finalize any associated container requests
735 # that are associated with this container.
736 if saved_change_to_state? and self.final?
737 # These get wiped out by with_lock (which reloads the record),
738 # so record them now in case we need to schedule a retry.
739 prev_secret_mounts = secret_mounts_before_last_save
740 prev_runtime_token = runtime_token_before_last_save
742 # Need to take a lock on the container to ensure that any
743 # concurrent container requests that might try to reuse this
744 # container will block until the container completion
745 # transaction finishes. This ensure that concurrent container
746 # requests that try to reuse this container are finalized (on
747 # Complete) or don't reuse it (on Cancelled).
749 act_as_system_user do
750 if self.state == Cancelled
751 # Cancelled means the container didn't run to completion.
752 # This happens either because it was cancelled by the user
753 # or because there was an infrastructure failure. We want
754 # to retry infrastructure failures automatically.
756 # Seach for live container requests to determine if we
757 # should retry the container.
758 retryable_requests = ContainerRequest.
759 joins('left outer join containers as requesting_container on container_requests.requesting_container_uuid = requesting_container.uuid').
760 where("container_requests.container_uuid = ? and "+
761 "container_requests.priority > 0 and "+
762 "container_requests.owner_uuid not in (select group_uuid from trashed_groups) and "+
763 "(requesting_container.priority is null or (requesting_container.state = 'Running' and requesting_container.priority > 0)) and "+
764 "container_requests.state = 'Committed' and "+
765 "container_requests.container_count < container_requests.container_count_max", uuid).
766 order('container_requests.uuid asc')
768 retryable_requests = []
771 if retryable_requests.any?
772 scheduling_parameters = {
773 # partitions: empty if any are empty, else the union of all parameters
774 "partitions": retryable_requests
775 .map { |req| req.scheduling_parameters["partitions"] || [] }
776 .reduce { |cur, new| (cur.empty? or new.empty?) ? [] : (cur | new) },
778 # preemptible: true if all are true, else false
779 "preemptible": retryable_requests
780 .map { |req| req.scheduling_parameters["preemptible"] }
783 # supervisor: true if all any true, else false
784 "supervisor": retryable_requests
785 .map { |req| req.scheduling_parameters["supervisor"] }
788 # max_run_time: 0 if any are 0 (unlimited), else the maximum
789 "max_run_time": retryable_requests
790 .map { |req| req.scheduling_parameters["max_run_time"] || 0 }
791 .reduce do |cur, new|
792 if cur == 0 or new == 0
803 command: self.command,
805 environment: self.environment,
806 output_path: self.output_path,
807 output_glob: self.output_glob,
808 container_image: self.container_image,
810 runtime_constraints: self.runtime_constraints,
811 scheduling_parameters: scheduling_parameters,
812 secret_mounts: prev_secret_mounts,
813 runtime_token: prev_runtime_token,
814 runtime_user_uuid: self.runtime_user_uuid,
815 runtime_auth_scopes: self.runtime_auth_scopes
817 c = Container.create! c_attrs
818 retryable_requests.each do |cr|
820 leave_modified_by_user_alone do
821 # Use row locking because this increments container_count
822 cr.cumulative_cost += self.cost + self.subrequests_cost
823 cr.container_uuid = c.uuid
830 # Notify container requests associated with this container
831 ContainerRequest.where(container_uuid: uuid,
832 state: ContainerRequest::Committed).each do |cr|
833 leave_modified_by_user_alone do
838 # Cancel outstanding container requests made by this container.
840 where(requesting_container_uuid: uuid,
841 state: ContainerRequest::Committed).
842 in_batches(of: 15).each_record do |cr|
843 leave_modified_by_user_alone do
845 container_state = Container.where(uuid: cr.container_uuid).pluck(:state).first
846 if container_state == Container::Queued || container_state == Container::Locked
847 # If the child container hasn't started yet, finalize the
848 # child CR now instead of leaving it "on hold", i.e.,
849 # Queued with priority 0. (OTOH, if the child is already
850 # running, leave it alone so it can get cancelled the
851 # usual way, get a copy of the log collection, etc.)
852 cr.update!(state: ContainerRequest::Final)