803677be57
- Add API server with WebSocket support and REST endpoints - Implement authentication system with API keys and permissions - Add task queue system with Redis backend and error handling - Include storage layer with database migrations and schemas - Add comprehensive logging, metrics, and telemetry - Implement security middleware and network utilities - Add experiment management and container orchestration - Include configuration management with smart defaults
47 lines
1.8 KiB
Go
47 lines
1.8 KiB
Go
package queue
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import (
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"time"
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"github.com/jfraeys/fetch_ml/internal/config"
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)
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// Task represents an ML experiment task
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type Task struct {
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ID string `json:"id"`
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JobName string `json:"job_name"`
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Args string `json:"args"`
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Status string `json:"status"` // queued, running, completed, failed
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Priority int64 `json:"priority"`
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CreatedAt time.Time `json:"created_at"`
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StartedAt *time.Time `json:"started_at,omitempty"`
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EndedAt *time.Time `json:"ended_at,omitempty"`
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WorkerID string `json:"worker_id,omitempty"`
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Error string `json:"error,omitempty"`
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Datasets []string `json:"datasets,omitempty"`
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Metadata map[string]string `json:"metadata,omitempty"`
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// User ownership and permissions
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UserID string `json:"user_id"` // User who owns this task
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Username string `json:"username"` // Username for display
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CreatedBy string `json:"created_by"` // User who submitted the task
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// Lease management for task resilience
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LeaseExpiry *time.Time `json:"lease_expiry,omitempty"` // When task lease expires
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LeasedBy string `json:"leased_by,omitempty"` // Worker ID holding lease
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// Retry management
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RetryCount int `json:"retry_count"` // Number of retry attempts made
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MaxRetries int `json:"max_retries"` // Maximum retry limit (default 3)
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LastError string `json:"last_error,omitempty"` // Last error encountered
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NextRetry *time.Time `json:"next_retry,omitempty"` // When to retry next (exponential backoff)
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}
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// Redis key constants
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var (
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TaskQueueKey = config.RedisTaskQueueKey
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TaskPrefix = config.RedisTaskPrefix
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TaskStatusPrefix = config.RedisTaskStatusPrefix
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WorkerHeartbeat = config.RedisWorkerHeartbeat
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JobMetricsPrefix = config.RedisJobMetricsPrefix
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)
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