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https://github.com/clearml/clearml-server
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4f2564d33a
Add hyper parameter sorting Add min/max value for all time series metrics
525 lines
17 KiB
Plaintext
525 lines
17 KiB
Plaintext
_description: "Provides support for defining Projects containing Tasks, Models and Dataset Versions."
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_definitions {
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multi_field_pattern_data {
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type: object
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properties {
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pattern {
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description: "Pattern string (regex)"
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type: string
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}
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fields {
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description: "List of field names"
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type: array
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items { type: string }
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}
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}
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}
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project {
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type: object
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properties {
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id {
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description: "Project id"
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type: string
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}
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name {
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description: "Project name"
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type: string
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}
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description {
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description: "Project description"
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type: string
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}
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user {
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description: "Associated user id"
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type: string
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}
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company {
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description: "Company id"
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type: string
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}
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created {
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description: "Creation time"
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type: string
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format: "date-time"
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}
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tags {
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type: array
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description: "User-defined tags"
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items { type: string }
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}
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system_tags {
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type: array
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description: "System tags. This field is reserved for system use, please don’t use it."
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items {type: string}
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}
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default_output_destination {
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description: "The default output destination URL for new tasks under this project"
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type: string
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}
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last_update {
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description: """Last project update time. Reflects the last time the project metadata was changed or a task in this project has changed status"""
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type: string
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format: "date-time"
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}
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}
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}
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stats_status_count {
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type: object
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properties {
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total_runtime {
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description: "Total run time of all tasks in project (in seconds)"
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type: integer
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}
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status_count {
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description: "Status counts"
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type: object
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properties {
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created {
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description: "Number of 'created' tasks in project"
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type: integer
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}
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queued {
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description: "Number of 'queued' tasks in project"
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type: integer
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}
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in_progress {
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description: "Number of 'in_progress' tasks in project"
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type: integer
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}
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stopped {
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description: "Number of 'stopped' tasks in project"
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type: integer
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}
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published {
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description: "Number of 'published' tasks in project"
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type: integer
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}
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closed {
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description: "Number of 'closed' tasks in project"
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type: integer
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}
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failed {
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description: "Number of 'failed' tasks in project"
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type: integer
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}
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unknown {
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description: "Number of 'unknown' tasks in project"
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type: integer
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}
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}
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}
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}
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}
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stats {
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type: object
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properties {
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active {
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description: "Stats for active tasks"
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"$ref": "#/definitions/stats_status_count"
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}
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archived {
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description: "Stats for archived tasks"
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"$ref": "#/definitions/stats_status_count"
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}
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}
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}
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projects_get_all_response_single {
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// copy-paste from project definition
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type: object
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properties {
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id {
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description: "Project id"
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type: string
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}
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name {
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description: "Project name"
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type: string
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}
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description {
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description: "Project description"
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type: string
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}
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user {
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description: "Associated user id"
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type: string
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}
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company {
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description: "Company id"
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type: string
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}
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created {
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description: "Creation time"
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type: string
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format: "date-time"
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}
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tags {
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type: array
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description: "User-defined tags"
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items { type: string }
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}
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system_tags {
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type: array
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description: "System tags. This field is reserved for system use, please don’t use it."
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items {type: string}
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}
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default_output_destination {
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description: "The default output destination URL for new tasks under this project"
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type: string
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}
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// extra properties
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stats: {
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description: "Additional project stats"
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"$ref": "#/definitions/stats"
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}
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}
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}
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metric_variant_result {
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type: object
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properties {
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metric {
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description: "Metric name"
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type: string
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}
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metric_hash {
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description: """Metric name hash. Used instead of the metric name when categorizing
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last metrics events in task objects."""
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type: string
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}
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variant {
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description: "Variant name"
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type: string
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}
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variant_hash {
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description: """Variant name hash. Used instead of the variant name when categorizing
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last metrics events in task objects."""
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type: string
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}
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}
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}
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}
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create {
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"2.1" {
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description: "Create a new project"
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request {
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type: object
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required :[
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name
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description
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]
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properties {
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name {
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description: "Project name Unique within the company."
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type: string
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}
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description {
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description: "Project description. "
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type: string
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}
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tags {
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type: array
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description: "User-defined tags"
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items { type: string }
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}
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system_tags {
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type: array
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description: "System tags. This field is reserved for system use, please don’t use it."
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items {type: string}
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}
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default_output_destination {
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description: "The default output destination URL for new tasks under this project"
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type: string
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}
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}
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}
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response {
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type: object
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properties {
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id {
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description: "Project id"
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type: string
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}
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}
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}
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}
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}
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get_by_id {
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"2.1" {
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description: ""
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request {
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type: object
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required: [ project ]
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properties {
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project {
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description: "Project id"
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type: string
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}
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}
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}
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response {
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type: object
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properties {
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project {
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description: "Project info"
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"$ref": "#/definitions/project"
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}
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}
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}
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}
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}
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get_all {
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"2.1" {
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description: "Get all the company's projects and all public projects"
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request {
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type: object
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properties {
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id {
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description: "List of IDs to filter by"
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type: array
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items { type: string }
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}
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name {
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description: "Get only projects whose name matches this pattern (python regular expression syntax)"
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type: string
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}
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description {
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description: "Get only projects whose description matches this pattern (python regular expression syntax)"
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type: string
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}
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tags {
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description: "User-defined tags list used to filter results. Prepend '-' to tag name to indicate exclusion"
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type: array
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items { type: string }
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}
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system_tags {
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description: "System tags list used to filter results. Prepend '-' to system tag name to indicate exclusion"
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type: array
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items { type: string }
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}
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order_by {
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description: "List of field names to order by. When search_text is used, '@text_score' can be used as a field representing the text score of returned documents. Use '-' prefix to specify descending order. Optional, recommended when using page"
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type: array
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items { type: string }
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}
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page {
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description: "Page number, returns a specific page out of the resulting list of dataviews"
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type: integer
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minimum: 0
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}
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page_size {
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description: "Page size, specifies the number of results returned in each page (last page may contain fewer results)"
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type: integer
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minimum: 1
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}
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search_text {
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description: "Free text search query"
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type: string
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}
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only_fields {
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description: "List of document's field names (nesting is supported using '.', e.g. execution.model_labels). If provided, this list defines the query's projection (only these fields will be returned for each result entry)"
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type: array
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items { type: string }
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}
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_all_ {
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description: "Multi-field pattern condition (all fields match pattern)"
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"$ref": "#/definitions/multi_field_pattern_data"
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}
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_any_ {
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description: "Multi-field pattern condition (any field matches pattern)"
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"$ref": "#/definitions/multi_field_pattern_data"
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}
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}
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}
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response {
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type: object
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properties {
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projects {
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description: "Projects list"
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type: array
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items { "$ref": "#/definitions/projects_get_all_response_single" }
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}
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}
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}
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}
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}
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get_all_ex {
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internal: true
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"2.1": ${get_all."2.1"} {
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request {
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properties {
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include_stats {
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description: "If true, include project statistic in response."
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type: boolean
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default: false
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}
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stats_for_state {
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description: "Report stats include only statistics for tasks in the specified state. If Null is provided, stats for all task states will be returned."
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type: string
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enum: [ active, archived ]
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default: active
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}
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}
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}
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}
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}
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update {
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"2.1" {
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description: "Update project information"
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request {
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type: object
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required: [ project ]
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properties {
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project {
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description: "Project id"
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type: string
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}
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name {
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description: "Project name. Unique within the company."
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type: string
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}
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description {
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description: "Project description. "
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type: string
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}
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description {
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description: "Project description"
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type: string
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}
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tags {
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type: array
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description: "User-defined tags"
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items { type: string }
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}
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system_tags {
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type: array
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description: "System tags. This field is reserved for system use, please don’t use it."
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items {type: string}
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}
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default_output_destination {
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description: "The default output destination URL for new tasks under this project"
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type: string
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}
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}
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}
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response {
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type: object
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properties {
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updated {
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description: "Number of projects updated (0 or 1)"
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type: integer
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enum: [ 0, 1 ]
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}
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fields {
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description: "Updated fields names and values"
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type: object
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additionalProperties: true
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}
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}
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}
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}
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}
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delete {
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"2.1" {
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description: "Deletes a project"
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request {
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type: object
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required: [ project ]
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properties {
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project {
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description: "Project id"
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type: string
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}
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force {
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description: """If not true, fails if project has tasks.
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If true, and project has tasks, they will be unassigned"""
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type: boolean
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default: false
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}
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}
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}
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response {
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type: object
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properties {
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deleted {
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description: "Number of projects deleted (0 or 1)"
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type: integer
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}
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disassociated_tasks {
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description: "Number of tasks disassociated from the deleted project"
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type: integer
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}
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}
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}
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}
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}
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get_unique_metric_variants {
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"2.1" {
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description: """Get all metric/variant pairs reported for tasks in a specific project.
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If no project is specified, metrics/variant paris reported for all tasks will be returned.
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If the project does not exist, an empty list will be returned."""
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request {
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type: object
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properties {
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project {
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description: "Project ID"
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type: string
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}
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}
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}
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response {
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type: object
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properties {
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metrics {
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description: "A list of metric variants reported for tasks in this project"
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type: array
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items { "$ref": "#/definitions/metric_variant_result" }
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}
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}
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}
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}
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}
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get_hyper_parameters {
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"2.2" {
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description: """Get a list of all hyper parameter names used in tasks within the given project."""
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request {
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type: object
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properties {
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project {
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description: "Project ID"
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type: string
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}
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page {
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description: "Page number"
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default: 0
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type: integer
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}
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page_size {
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description: "Page size"
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default: 500
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type: integer
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}
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}
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}
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response {
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type: object
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properties {
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parameters {
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description: "A list of hyper parameter names"
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type: array
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items { type: string }
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}
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remaining {
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description: "Remaining results"
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type: integer
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}
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total {
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description: "Total number of results"
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type: integer
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}
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}
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}
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}
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}
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