Add output validation against a defined JSON schema
This commit is contained in:
145
schema/output.go
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145
schema/output.go
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package schema
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import (
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"bytes"
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"embed"
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"encoding/json"
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"fmt"
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"sync"
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"github.com/santhosh-tekuri/jsonschema/v6"
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)
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//go:embed output.schema.json
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var schemaFS embed.FS
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const outputSchemaPath = "output.schema.json"
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var (
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compiledOutputSchema *jsonschema.Schema
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compileOnce sync.Once
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compileErr error
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)
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// Transcript is seriatim's public JSON output contract.
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type Transcript struct {
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Metadata Metadata `json:"metadata"`
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Segments []Segment `json:"segments"`
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OverlapGroups []OverlapGroup `json:"overlap_groups"`
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}
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// Metadata records the pipeline configuration that produced an artifact.
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type Metadata struct {
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Application string `json:"application"`
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Version string `json:"version"`
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InputReader string `json:"input_reader"`
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InputFiles []string `json:"input_files"`
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PreprocessingModules []string `json:"preprocessing_modules"`
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PostprocessingModules []string `json:"postprocessing_modules"`
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OutputModules []string `json:"output_modules"`
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}
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// Segment is the public transcript segment shape.
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type Segment struct {
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ID int `json:"id"`
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Source string `json:"source"`
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SourceSegmentIndex *int `json:"source_segment_index,omitempty"`
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SourceRef string `json:"source_ref,omitempty"`
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DerivedFrom []string `json:"derived_from,omitempty"`
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Speaker string `json:"speaker"`
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Start float64 `json:"start"`
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End float64 `json:"end"`
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Text string `json:"text"`
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Categories []string `json:"categories,omitempty"`
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OverlapGroupID int `json:"overlap_group_id,omitempty"`
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}
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// OverlapGroup describes a detected overlapping speech region.
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type OverlapGroup struct {
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ID int `json:"id"`
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Start float64 `json:"start"`
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End float64 `json:"end"`
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Segments []string `json:"segments"`
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Speakers []string `json:"speakers"`
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Class string `json:"class"`
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Resolution string `json:"resolution"`
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}
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// ValidateTranscript validates a typed transcript against the public JSON
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// schema and seriatim-specific semantic rules.
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func ValidateTranscript(transcript Transcript) error {
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if err := validateSemantics(transcript); err != nil {
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return err
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}
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data, err := json.Marshal(transcript)
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if err != nil {
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return fmt.Errorf("marshal transcript for schema validation: %w", err)
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}
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return ValidateJSON(data)
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}
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// ValidateJSON validates serialized output JSON against the public schema.
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func ValidateJSON(data []byte) error {
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var value any
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decoder := json.NewDecoder(bytes.NewReader(data))
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decoder.UseNumber()
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if err := decoder.Decode(&value); err != nil {
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return fmt.Errorf("decode output JSON for schema validation: %w", err)
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}
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compiled, err := outputSchema()
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if err != nil {
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return err
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}
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if err := compiled.Validate(value); err != nil {
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return fmt.Errorf("output schema validation failed: %w", err)
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}
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return nil
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}
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func outputSchema() (*jsonschema.Schema, error) {
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compileOnce.Do(func() {
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data, err := schemaFS.ReadFile(outputSchemaPath)
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if err != nil {
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compileErr = fmt.Errorf("read embedded output schema: %w", err)
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return
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}
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var schemaDocument any
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decoder := json.NewDecoder(bytes.NewReader(data))
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decoder.UseNumber()
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if err := decoder.Decode(&schemaDocument); err != nil {
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compileErr = fmt.Errorf("decode embedded output schema: %w", err)
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return
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}
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compiler := jsonschema.NewCompiler()
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if err := compiler.AddResource(outputSchemaPath, schemaDocument); err != nil {
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compileErr = fmt.Errorf("load embedded output schema: %w", err)
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return
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}
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compiledOutputSchema, compileErr = compiler.Compile(outputSchemaPath)
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if compileErr != nil {
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compileErr = fmt.Errorf("compile embedded output schema: %w", compileErr)
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}
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})
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return compiledOutputSchema, compileErr
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}
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func validateSemantics(transcript Transcript) error {
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for index, segment := range transcript.Segments {
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wantID := index + 1
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if segment.ID != wantID {
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return fmt.Errorf("segment %d has id %d; want %d", index, segment.ID, wantID)
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}
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if segment.End < segment.Start {
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return fmt.Errorf("segment %d has end %.3f before start %.3f", index, segment.End, segment.Start)
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}
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}
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for index, group := range transcript.OverlapGroups {
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if group.End < group.Start {
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return fmt.Errorf("overlap_group %d has end %.3f before start %.3f", index, group.End, group.Start)
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}
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}
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return nil
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}
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