README
¶
Scorer
Vendor-agnostic interface for computing success probability scores for code changes.
Interface
Scorer
Computes a success probability for a given change.
type Scorer interface {
Score(ctx context.Context, change entity.Change) (float64, error)
}
- change: A
entity.Changeidentifying the code change to score. - Score: Returns a probability between 0.0 and 1.0 indicating the likelihood of a successful land. Returns an error if scoring fails.
Implementations
Heuristic
Scores a change by extracting a numeric value via a ValueFunc and matching it against ordered buckets. Each bucket maps a [Min, Max] range to a probability.
s := heuristic.New(
[]heuristic.Bucket{
{Min: 0, Max: 5, Score: 0.95},
{Min: 6, Max: 20, Score: 0.75},
{Min: 21, Max: 100, Score: 0.5},
},
func(ctx context.Context, change entity.Change) (int, error) {
// resolve the change into a numeric metric
return filesChanged, nil
},
)
score, err := s.Score(ctx, change)
Composite
Combines multiple named scorers into a single score using a reduce function. The reduce function receives a map[string]float64 mapping scorer names to their scores, enabling domain-aware aggregation.
Built-in reduce functions: Min, Max, Avg.
s := composite.New(
map[string]scorer.Scorer{
"files": fileScorer,
"deps": depScorer,
},
composite.Min,
)
score, err := s.Score(ctx, change)
Implementing a Backend
- Create
extension/scorer/{backend}/directory - Implement the
Scorerinterface - Accept
entity.Changeand resolve it into whatever data the implementation needs
Documentation
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Index ¶
Constants ¶
This section is empty.
Variables ¶
This section is empty.
Functions ¶
This section is empty.
Types ¶
type Config ¶
type Config struct {
// QueueName identifies the queue this Scorer serves.
QueueName string
}
Config carries the per-queue identity handed to a Factory. The system knows only the queue name; everything an implementation needs is injected at construction by the integrator.
type Factory ¶
type Factory interface {
// For returns the Scorer for the given queue.
For(cfg Config) (Scorer, error)
}
Factory builds the Scorer for a queue. Implementations are provided by integrators (and tests) and inject whatever they need at construction.
type Scorer ¶
type Scorer interface {
// Score returns a probability between 0.0 and 1.0 indicating the likelihood
// of a successful land for the given change.
Score(ctx context.Context, change entity.Change) (float64, error)
}
Scorer computes a success probability score for a change based on its characteristics.
Source Files
Directories