mirror of
https://github.com/clearml/clearml-server
synced 2025-01-31 10:56:48 +00:00
108 lines
3.6 KiB
Python
108 lines
3.6 KiB
Python
from mongoengine import (
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StringField,
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DateTimeField,
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BooleanField,
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EmbeddedDocumentField,
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IntField,
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ListField,
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)
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from apiserver.database import Database, strict
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from apiserver.database.fields import (
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StrippedStringField,
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SafeDictField,
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SafeSortedListField,
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SafeMapField,
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)
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from apiserver.database.model import AttributedDocument
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from apiserver.database.model.base import GetMixin
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from apiserver.database.model.metadata import MetadataItem
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from apiserver.database.model.model_labels import ModelLabels
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from apiserver.database.model.project import Project
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from apiserver.database.model.task.metrics import MetricEvent
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from apiserver.database.model.task.task import Task
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class Model(AttributedDocument):
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_field_collation_overrides = {
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"metadata.": AttributedDocument._numeric_locale,
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"last_metrics.": AttributedDocument._numeric_locale,
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}
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meta = {
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"db_alias": Database.backend,
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"strict": strict,
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"indexes": [
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"parent",
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"project",
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"task",
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"last_update",
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("company", "framework"),
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("company", "name"),
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("company", "user"),
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("company", "uri"),
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{
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"name": "%s.model.main_text_index" % Database.backend,
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"fields": ["$name", "$id", "$comment", "$parent", "$task", "$project"],
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"default_language": "english",
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"weights": {
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"name": 10,
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"id": 10,
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"comment": 10,
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"parent": 5,
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"task": 3,
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"project": 3,
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},
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},
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],
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}
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get_all_query_options = GetMixin.QueryParameterOptions(
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pattern_fields=("name", "comment"),
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fields=("ready",),
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list_fields=(
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"tags",
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"system_tags",
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"framework",
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"uri",
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"id",
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"user",
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"project",
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"task",
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"parent",
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"metadata.*",
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),
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range_fields=("last_metrics.*", "last_iteration"),
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datetime_fields=("last_update",),
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)
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id = StringField(primary_key=True)
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name = StrippedStringField(user_set_allowed=True, min_length=3)
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parent = StringField(reference_field="Model", required=False)
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project = StringField(reference_field=Project, user_set_allowed=True)
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created = DateTimeField(required=True, user_set_allowed=True)
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task = StringField(reference_field=Task)
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comment = StringField(user_set_allowed=True)
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tags = SafeSortedListField(StringField(required=True), user_set_allowed=True)
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system_tags = SafeSortedListField(StringField(required=True), user_set_allowed=True)
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uri = StrippedStringField(default="", user_set_allowed=True)
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framework = StringField()
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design = SafeDictField()
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labels = ModelLabels()
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ready = BooleanField(required=True)
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last_update = DateTimeField()
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last_change = DateTimeField()
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last_changed_by = StringField()
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ui_cache = SafeDictField(
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default=dict, user_set_allowed=True, exclude_by_default=True
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)
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company_origin = StringField(exclude_by_default=True)
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metadata = SafeMapField(
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field=EmbeddedDocumentField(MetadataItem), user_set_allowed=True
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)
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last_iteration = IntField(default=0)
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last_metrics = SafeMapField(field=SafeMapField(EmbeddedDocumentField(MetricEvent)))
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unique_metrics = ListField(StringField(required=True), exclude_by_default=True)
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def get_index_company(self) -> str:
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return self.company or self.company_origin or ""
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