rc['keep_cache_ram'] = Rails.configuration.Containers.DefaultKeepCacheRAM
end
if rc['keep_cache_disk'] == 0 and rc['keep_cache_ram'] == 0
- # If neither ram nor disk cache was specified and
- # DefaultKeepCacheRAM==0, default to disk cache with size equal
- # to RAM constraint (but at least 2 GiB and at most 32 GiB).
- rc['keep_cache_disk'] = [[rc['ram'] || 0, 2 << 30].max, 32 << 30].min
+ rc['keep_cache_disk'] = bound_keep_cache_disk(rc['ram'])
end
rc
end
candidates = candidates.where('secret_mounts_md5 = ?', secret_mounts_md5)
log_reuse_info(candidates) { "after filtering on secret_mounts_md5 #{secret_mounts_md5.inspect}" }
- if attrs[:runtime_constraints]['cuda'].nil?
- attrs[:runtime_constraints]['cuda'] = {
- 'device_count' => 0,
- 'driver_version' => '',
- 'hardware_capability' => '',
- }
- end
- resolved_runtime_constraints = [resolve_runtime_constraints(attrs[:runtime_constraints])]
- if resolved_runtime_constraints[0]['cuda']['device_count'] == 0
- # If no CUDA requested, extend search to include older container
- # records that don't have a 'cuda' section in runtime_constraints
- resolved_runtime_constraints << resolved_runtime_constraints[0].except('cuda')
- end
- if resolved_runtime_constraints[0]['keep_cache_disk'] == 0
- # If no disk cache requested, extend search to include older container
- # records that don't have a 'keep_cache_disk' field in runtime_constraints
- if resolved_runtime_constraints.length == 2
- # exclude the one that also excludes CUDA
- resolved_runtime_constraints << resolved_runtime_constraints[1].except('keep_cache_disk')
- end
- resolved_runtime_constraints << resolved_runtime_constraints[0].except('keep_cache_disk')
- end
-
- candidates = candidates.where_serialized(:runtime_constraints, resolved_runtime_constraints, md5: true, multivalue: true)
+ resolved_runtime_constraints = resolve_runtime_constraints(attrs[:runtime_constraints])
+ # Ideally we would completely ignore Keep cache constraints when making
+ # reuse considerations, but our database structure makes that impractical.
+ # The best we can do is generate a search that matches on all likely values.
+ runtime_constraint_variations = {
+ keep_cache_disk: [
+ # Check for constraints without keep_cache_disk
+ # (containers that predate the constraint)
+ nil,
+ # Containers that use keep_cache_ram instead
+ 0,
+ # The default value
+ bound_keep_cache_disk(resolved_runtime_constraints['ram']),
+ # The minimum default bound
+ bound_keep_cache_disk(0),
+ # The maximum default bound (presumably)
+ bound_keep_cache_disk(1 << 60),
+ # The requested value
+ resolved_runtime_constraints.delete('keep_cache_disk'),
+ ].uniq,
+ keep_cache_ram: [
+ # Containers that use keep_cache_disk instead
+ 0,
+ # The default value
+ Rails.configuration.Containers.DefaultKeepCacheRAM,
+ # The requested value
+ resolved_runtime_constraints.delete('keep_cache_ram'),
+ ].uniq,
+ }
+ resolved_cuda = resolved_runtime_constraints['cuda']
+ if resolved_cuda.nil? or resolved_cuda['device_count'] == 0
+ runtime_constraint_variations[:cuda] = [
+ # Check for constraints without cuda
+ # (containers that predate the constraint)
+ nil,
+ # The default "don't need CUDA" value
+ {
+ 'device_count' => 0,
+ 'driver_version' => '',
+ 'hardware_capability' => '',
+ },
+ # The requested value
+ resolved_runtime_constraints.delete('cuda')
+ ].uniq
+ end
+ reusable_runtime_constraints = hash_product(runtime_constraint_variations)
+ .map { |v| resolved_runtime_constraints.merge(v) }
+
+ candidates = candidates.where_serialized(:runtime_constraints, reusable_runtime_constraints, md5: true, multivalue: true)
log_reuse_info(candidates) { "after filtering on runtime_constraints #{attrs[:runtime_constraints].inspect}" }
log_reuse_info { "checking for state=Complete with readable output and log..." }
protected
+ def self.bound_keep_cache_disk(value)
+ value ||= 0
+ min_value = 2 << 30
+ max_value = 32 << 30
+ if value < min_value
+ min_value
+ elsif value > max_value
+ max_value
+ else
+ value
+ end
+ end
+
+ def self.hash_product(**kwargs)
+ # kwargs is a hash that maps parameters to an array of values.
+ # This function enumerates every possible hash where each key has one of
+ # the values from its array.
+ # The output keys are strings since that's what container hash attributes
+ # want.
+ # A nil value yields a hash without that key.
+ [[:_, nil]].product(
+ *kwargs.map { |(key, values)| [key.to_s].product(values) },
+ ).map { |param_pairs| Hash[param_pairs].compact }
+ end
+
def fill_field_defaults
self.state ||= Queued
self.environment ||= {}
.map { |req| req.scheduling_parameters["preemptible"] }
.all?,
+ # supervisor: true if all any true, else false
+ "supervisor": retryable_requests
+ .map { |req| req.scheduling_parameters["supervisor"] }
+ .any?,
+
# max_run_time: 0 if any are 0 (unlimited), else the maximum
"max_run_time": retryable_requests
.map { |req| req.scheduling_parameters["max_run_time"] || 0 }