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Add more granular config for model observability during deployment
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,57 @@ | ||
| package models | ||
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| import ( | ||
| "database/sql/driver" | ||
| "encoding/json" | ||
| "errors" | ||
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| "k8s.io/apimachinery/pkg/api/resource" | ||
| ) | ||
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| // ModelObservability represents the configuration for model observability features. | ||
| type ModelObservability struct { | ||
| Enabled bool `json:"enabled"` | ||
| GroundTruthSource *GroundTruthSource `json:"ground_truth_source"` | ||
| GroundTruthJob *GroundTruthJob `json:"ground_truth_job"` | ||
| PredictionLogIngestionResourceRequest *WorkerResourceRequest `json:"prediction_log_ingestion_resource_request"` | ||
| } | ||
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| // GroundTruthSource represents the source configuration for ground truth data. | ||
| type GroundTruthSource struct { | ||
| TableURN string `json:"table_urn"` | ||
| EventTimestampColumn string `json:"event_timestamp_column"` | ||
| DWHProject string `json:"dwh_project"` | ||
| } | ||
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| // GroundTruthJob represents the configuration for a scheduled job. | ||
| type GroundTruthJob struct { | ||
| CronSchedule string `json:"cron_schedule"` | ||
| CPURequest string `json:"cpu_request"` | ||
| CPULimit *string `json:"cpu_limit"` | ||
| MemoryRequest string `json:"memory_request"` | ||
| MemoryLimit *string `json:"memory_limit"` | ||
| StartDayOffsetFromNow int `json:"start_day_offset_from_now"` | ||
| EndDayOffsetFromNow int `json:"end_day_offset_from_now"` | ||
| GracePeriodDay int `json:"grace_period_day"` | ||
| ServiceAccountSecretName string `json:"service_account_secret_name"` | ||
| } | ||
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| // WorkerResourceRequest represents the resource request for a worker (prediction log ingestion kafka consumer) deployment. | ||
| type WorkerResourceRequest struct { | ||
| CPURequest *resource.Quantity `json:"cpu_request"` | ||
| MemoryRequest *resource.Quantity `json:"memory_request"` | ||
| Replica int32 `json:"replica"` | ||
| } | ||
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| func (mlob ModelObservability) Value() (driver.Value, error) { | ||
| return json.Marshal(mlob) | ||
| } | ||
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| func (mlob *ModelObservability) Scan(value interface{}) error { | ||
| b, ok := value.([]byte) | ||
| if !ok { | ||
| return errors.New("type assertion to []byte failed") | ||
| } | ||
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| return json.Unmarshal(b, &mlob) | ||
| } |
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