Add bounded structured-output repair
This commit is contained in:
71
internal/usecase/repairer.go
Normal file
71
internal/usecase/repairer.go
Normal file
@@ -0,0 +1,71 @@
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package usecase
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import (
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"context"
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"errors"
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"fmt"
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"strings"
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"gitea.maximumdirect.net/eric/scriptorium/internal/domain"
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"gitea.maximumdirect.net/eric/scriptorium/internal/llm"
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)
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type OutputRepairer interface {
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Repair(ctx context.Context, req RepairRequest) (*domain.GenerateResponse, error)
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}
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type RepairRequest struct {
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PreviousOutput string
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ValidationErrors []string
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Target domain.ModelTarget
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Attempt int
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MaxAttempts int
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Mode domain.ValidationMode
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}
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type defaultOutputRepairer struct {
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llm llm.Client
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}
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func NewDefaultOutputRepairer(llmClient llm.Client) OutputRepairer {
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return &defaultOutputRepairer{llm: llmClient}
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}
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func (r *defaultOutputRepairer) Repair(ctx context.Context, req RepairRequest) (*domain.GenerateResponse, error) {
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if r.llm == nil {
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return nil, errors.New("llm client is required for repair")
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}
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errs := "(none provided)"
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if len(req.ValidationErrors) > 0 {
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errs = strings.Join(req.ValidationErrors, "\n")
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}
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prompt := domain.RenderedPrompt{Messages: []domain.RenderedMessage{
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{
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Role: "system",
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Content: "You repair invalid JSON output. Return only corrected JSON. Do not include explanations or markdown code fences.",
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},
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{
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Role: "user",
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Content: fmt.Sprintf(
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"Repair attempt %d of %d for validation mode %s.\n\nValidation errors:\n%s\n\nPrevious output:\n%s\n\nReturn only corrected JSON.",
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req.Attempt,
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req.MaxAttempts,
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req.Mode,
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errs,
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req.PreviousOutput,
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),
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},
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}}
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resp, err := r.llm.Generate(ctx, domain.GenerateRequest{Prompt: prompt, Target: req.Target})
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if err != nil {
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return nil, err
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}
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if resp == nil {
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return nil, errors.New("repair llm returned nil response")
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}
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return resp, nil
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}
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@@ -33,6 +33,7 @@ type Runner struct {
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renderer prompt.Renderer
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renderer prompt.Renderer
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llm llm.Client
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llm llm.Client
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validator validate.Validator
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validator validate.Validator
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repairer OutputRepairer
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}
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}
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func NewRunner(
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func NewRunner(
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@@ -41,6 +42,17 @@ func NewRunner(
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renderer prompt.Renderer,
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renderer prompt.Renderer,
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llmClient llm.Client,
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llmClient llm.Client,
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validator validate.Validator,
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validator validate.Validator,
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) *Runner {
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return NewRunnerWithRepairer(profiles, artifacts, renderer, llmClient, validator, nil)
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}
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func NewRunnerWithRepairer(
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profiles profile.Repository,
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artifacts artifact.Reader,
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renderer prompt.Renderer,
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llmClient llm.Client,
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validator validate.Validator,
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repairer OutputRepairer,
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) *Runner {
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) *Runner {
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return &Runner{
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return &Runner{
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profiles: profiles,
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profiles: profiles,
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@@ -48,6 +60,7 @@ func NewRunner(
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renderer: renderer,
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renderer: renderer,
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llm: llmClient,
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llm: llmClient,
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validator: validator,
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validator: validator,
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repairer: repairer,
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}
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}
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}
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}
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@@ -96,18 +109,38 @@ func (r *Runner) Run(ctx context.Context, req domain.RunRequest) (*domain.RunRes
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}
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}
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outputArtifact := buildOutputArtifact(genResp.Content, effectiveContract.Format)
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outputArtifact := buildOutputArtifact(genResp.Content, effectiveContract.Format)
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validationResult, err := r.validateOutput(ctx, &outputArtifact, effectiveContract, 0)
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validationResult := domain.ValidationResult{
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if err != nil {
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Status: domain.ValidationSkipped,
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return nil, fmt.Errorf("%w: %w", ErrValidation, err)
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Mode: effectiveContract.ValidationMode,
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SchemaPath: effectiveContract.SchemaPath,
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RepairAttempts: effectiveContract.RepairAttempts,
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IsValid: true,
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}
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}
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if r.validator != nil && effectiveContract.ValidationMode != domain.ValidationNone {
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validationResult, err = r.validator.Validate(ctx, &outputArtifact, effectiveContract)
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if r.shouldAttemptRepair(effectiveContract, validationResult) {
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if err != nil {
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attemptsUsed := 0
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return nil, fmt.Errorf("%w: %w", ErrValidation, err)
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for attemptsUsed < effectiveContract.RepairAttempts && validationResult.Status == domain.ValidationFailed {
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attemptsUsed++
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repairResp, repairErr := r.repairer.Repair(ctx, RepairRequest{
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PreviousOutput: genResp.Content,
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ValidationErrors: validationResult.Errors,
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Target: effectiveModel,
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Attempt: attemptsUsed,
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MaxAttempts: effectiveContract.RepairAttempts,
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Mode: effectiveContract.ValidationMode,
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})
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if repairErr != nil {
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return nil, fmt.Errorf("%w: %w", ErrValidation, repairErr)
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}
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if repairResp == nil {
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return nil, fmt.Errorf("%w: repairer returned nil response", ErrValidation)
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}
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genResp = repairResp
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outputArtifact = buildOutputArtifact(genResp.Content, effectiveContract.Format)
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validationResult, err = r.validateOutput(ctx, &outputArtifact, effectiveContract, attemptsUsed)
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if err != nil {
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return nil, fmt.Errorf("%w: %w", ErrValidation, err)
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}
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}
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}
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}
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}
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@@ -129,6 +162,38 @@ func (r *Runner) Run(ctx context.Context, req domain.RunRequest) (*domain.RunRes
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}, nil
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}, nil
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}
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}
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func (r *Runner) validateOutput(ctx context.Context, artifact *domain.Artifact, contract domain.OutputContract, attemptsUsed int) (domain.ValidationResult, error) {
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if r.validator == nil || contract.ValidationMode == domain.ValidationNone {
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return domain.ValidationResult{
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Status: domain.ValidationSkipped,
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Mode: contract.ValidationMode,
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SchemaPath: contract.SchemaPath,
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RepairAttempts: attemptsUsed,
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IsValid: true,
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}, nil
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}
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res, err := r.validator.Validate(ctx, artifact, contract)
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if err != nil {
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return domain.ValidationResult{}, err
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}
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res.RepairAttempts = attemptsUsed
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return res, nil
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}
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func (r *Runner) shouldAttemptRepair(contract domain.OutputContract, validationResult domain.ValidationResult) bool {
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if r.repairer == nil {
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return false
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}
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if contract.RepairAttempts <= 0 {
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return false
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}
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if validationResult.Status != domain.ValidationFailed {
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return false
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}
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return contract.ValidationMode == domain.ValidationJSON || contract.ValidationMode == domain.ValidationJSONSchema
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}
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func mergeModelTarget(base domain.ModelTarget, override *domain.ModelTarget) domain.ModelTarget {
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func mergeModelTarget(base domain.ModelTarget, override *domain.ModelTarget) domain.ModelTarget {
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if override == nil {
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if override == nil {
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return base
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return base
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@@ -87,6 +87,29 @@ func (f *fakeValidator) Validate(ctx context.Context, artifact *domain.Artifact,
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return f.result, nil
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return f.result, nil
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}
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}
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type fakeRepairer struct {
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responses []*domain.GenerateResponse
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err error
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calls int
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lastReq RepairRequest
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}
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func (f *fakeRepairer) Repair(ctx context.Context, req RepairRequest) (*domain.GenerateResponse, error) {
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f.calls++
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f.lastReq = req
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if f.err != nil {
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return nil, f.err
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}
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if len(f.responses) == 0 {
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return nil, errors.New("no repair response configured")
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}
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idx := f.calls - 1
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if idx >= len(f.responses) {
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idx = len(f.responses) - 1
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}
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return f.responses[idx], nil
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}
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func TestRunnerRunSuccessful(t *testing.T) {
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func TestRunnerRunSuccessful(t *testing.T) {
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repo := &fakeProfileRepo{
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repo := &fakeProfileRepo{
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profile: &domain.PromptProfile{
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profile: &domain.PromptProfile{
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@@ -377,6 +400,267 @@ func TestRunnerRunValidationFailureWithRealValidatorPreservesRawOutput(t *testin
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}
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}
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}
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}
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func TestRunnerRunNoRepairWhenDisabled(t *testing.T) {
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repairer := &fakeRepairer{
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responses: []*domain.GenerateResponse{{Content: `{"ok":true}`}},
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}
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runner := NewRunnerWithRepairer(
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&fakeProfileRepo{profile: &domain.PromptProfile{
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ID: "p-json",
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Version: "1",
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OutputFormat: domain.FormatJSON,
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ModelDefaults: domain.ModelTarget{
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Endpoint: "ep",
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Model: "m",
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},
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Validation: domain.OutputContract{
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ValidationMode: domain.ValidationJSON,
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Format: domain.FormatJSON,
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RepairAttempts: 0,
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},
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}},
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&fakeArtifactReader{artifactsByURI: map[string]*domain.Artifact{"a://ok": {Body: []byte("x"), Hash: hashString("x")}}},
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&fakeRenderer{rendered: &domain.RenderedPrompt{}},
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&fakeLLM{resp: &domain.GenerateResponse{Content: `{"broken":`}},
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validate.NewStandardValidator(t.TempDir()),
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repairer,
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)
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res, err := runner.Run(context.Background(), domain.RunRequest{
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ProfileID: "p-json",
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Inputs: map[string]domain.ArtifactRef{
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"transcript": {Type: domain.ArtifactRefFile, URI: "a://ok"},
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},
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})
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if err != nil {
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t.Fatalf("expected no error, got %v", err)
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}
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if repairer.calls != 0 {
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t.Fatalf("expected no repair calls, got %d", repairer.calls)
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}
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if res.Validation.Status != domain.ValidationFailed {
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t.Fatalf("expected failed validation, got %q", res.Validation.Status)
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}
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if res.RawOutput != `{"broken":` {
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t.Fatalf("expected original output preserved, got %q", res.RawOutput)
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}
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if res.Validation.RepairAttempts != 0 {
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t.Fatalf("expected repair attempts 0, got %d", res.Validation.RepairAttempts)
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}
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}
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func TestRunnerRunSuccessfulRepairAfterInvalidJSON(t *testing.T) {
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repairer := &fakeRepairer{
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responses: []*domain.GenerateResponse{{Content: `{"ok":true}`, Usage: domain.TokenUsage{TotalTokens: 5}}},
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}
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runner := NewRunnerWithRepairer(
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&fakeProfileRepo{profile: &domain.PromptProfile{
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ID: "p-json",
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Version: "1",
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OutputFormat: domain.FormatJSON,
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ModelDefaults: domain.ModelTarget{
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Endpoint: "ep",
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Model: "m",
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},
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Validation: domain.OutputContract{
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ValidationMode: domain.ValidationJSON,
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Format: domain.FormatJSON,
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RepairAttempts: 1,
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},
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}},
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&fakeArtifactReader{artifactsByURI: map[string]*domain.Artifact{"a://ok": {Body: []byte("x"), Hash: hashString("x")}}},
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&fakeRenderer{rendered: &domain.RenderedPrompt{}},
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&fakeLLM{resp: &domain.GenerateResponse{Content: `{"broken":`, Usage: domain.TokenUsage{TotalTokens: 3}}},
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validate.NewStandardValidator(t.TempDir()),
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repairer,
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)
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res, err := runner.Run(context.Background(), domain.RunRequest{
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ProfileID: "p-json",
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Inputs: map[string]domain.ArtifactRef{
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"transcript": {Type: domain.ArtifactRefFile, URI: "a://ok"},
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},
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})
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if err != nil {
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t.Fatalf("expected no error, got %v", err)
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}
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if repairer.calls != 1 {
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t.Fatalf("expected one repair call, got %d", repairer.calls)
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}
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if res.Validation.Status != domain.ValidationPassed {
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t.Fatalf("expected passed validation, got %q", res.Validation.Status)
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}
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if res.Validation.RepairAttempts != 1 {
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t.Fatalf("expected repair attempts 1, got %d", res.Validation.RepairAttempts)
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}
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if res.RawOutput != `{"ok":true}` {
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t.Fatalf("expected repaired output, got %q", res.RawOutput)
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}
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}
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func TestRunnerRunSuccessfulRepairAfterSchemaFailure(t *testing.T) {
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tmp := t.TempDir()
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if err := os.WriteFile(filepath.Join(tmp, "schema.json"), []byte(`{
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"$schema": "https://json-schema.org/draft/2020-12/schema",
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"type": "object",
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"required": ["name"],
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"properties": {
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"name": {"type": "string"}
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}
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}`), 0644); err != nil {
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t.Fatal(err)
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}
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repairer := &fakeRepairer{
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responses: []*domain.GenerateResponse{{Content: `{"name":"eris"}`}},
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}
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runner := NewRunnerWithRepairer(
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&fakeProfileRepo{profile: &domain.PromptProfile{
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ID: "p-json",
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Version: "1",
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OutputFormat: domain.FormatJSON,
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ModelDefaults: domain.ModelTarget{
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Endpoint: "ep",
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Model: "m",
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},
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Validation: domain.OutputContract{
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ValidationMode: domain.ValidationJSONSchema,
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SchemaPath: "schema.json",
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Format: domain.FormatJSON,
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RepairAttempts: 1,
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},
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}},
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&fakeArtifactReader{artifactsByURI: map[string]*domain.Artifact{"a://ok": {Body: []byte("x"), Hash: hashString("x")}}},
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&fakeRenderer{rendered: &domain.RenderedPrompt{}},
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&fakeLLM{resp: &domain.GenerateResponse{Content: `{"count":1}`}},
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validate.NewStandardValidator(tmp),
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repairer,
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)
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res, err := runner.Run(context.Background(), domain.RunRequest{
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ProfileID: "p-json",
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Inputs: map[string]domain.ArtifactRef{
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"transcript": {Type: domain.ArtifactRefFile, URI: "a://ok"},
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},
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})
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if err != nil {
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t.Fatalf("expected no error, got %v", err)
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}
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if res.Validation.Status != domain.ValidationPassed {
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t.Fatalf("expected passed validation, got %q", res.Validation.Status)
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}
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if res.Validation.RepairAttempts != 1 {
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||||||
|
t.Fatalf("expected repair attempts 1, got %d", res.Validation.RepairAttempts)
|
||||||
|
}
|
||||||
|
if res.RawOutput != `{"name":"eris"}` {
|
||||||
|
t.Fatalf("expected repaired output, got %q", res.RawOutput)
|
||||||
|
}
|
||||||
|
}
|
||||||
|
|
||||||
|
func TestRunnerRunFailedRepairPreservesRawOutputAndErrors(t *testing.T) {
|
||||||
|
repairer := &fakeRepairer{
|
||||||
|
responses: []*domain.GenerateResponse{
|
||||||
|
{Content: `{"repair1":`},
|
||||||
|
{Content: `{"repair2":`},
|
||||||
|
},
|
||||||
|
}
|
||||||
|
|
||||||
|
runner := NewRunnerWithRepairer(
|
||||||
|
&fakeProfileRepo{profile: &domain.PromptProfile{
|
||||||
|
ID: "p-json",
|
||||||
|
Version: "1",
|
||||||
|
OutputFormat: domain.FormatJSON,
|
||||||
|
ModelDefaults: domain.ModelTarget{
|
||||||
|
Endpoint: "ep",
|
||||||
|
Model: "m",
|
||||||
|
},
|
||||||
|
Validation: domain.OutputContract{
|
||||||
|
ValidationMode: domain.ValidationJSON,
|
||||||
|
Format: domain.FormatJSON,
|
||||||
|
RepairAttempts: 2,
|
||||||
|
},
|
||||||
|
}},
|
||||||
|
&fakeArtifactReader{artifactsByURI: map[string]*domain.Artifact{"a://ok": {Body: []byte("x"), Hash: hashString("x")}}},
|
||||||
|
&fakeRenderer{rendered: &domain.RenderedPrompt{}},
|
||||||
|
&fakeLLM{resp: &domain.GenerateResponse{Content: `{"initial":`}},
|
||||||
|
validate.NewStandardValidator(t.TempDir()),
|
||||||
|
repairer,
|
||||||
|
)
|
||||||
|
|
||||||
|
res, err := runner.Run(context.Background(), domain.RunRequest{
|
||||||
|
ProfileID: "p-json",
|
||||||
|
Inputs: map[string]domain.ArtifactRef{
|
||||||
|
"transcript": {Type: domain.ArtifactRefFile, URI: "a://ok"},
|
||||||
|
},
|
||||||
|
})
|
||||||
|
if err != nil {
|
||||||
|
t.Fatalf("expected no error, got %v", err)
|
||||||
|
}
|
||||||
|
if res.Validation.Status != domain.ValidationFailed {
|
||||||
|
t.Fatalf("expected failed validation, got %q", res.Validation.Status)
|
||||||
|
}
|
||||||
|
if len(res.Validation.Errors) == 0 {
|
||||||
|
t.Fatal("expected validation errors after failed repair")
|
||||||
|
}
|
||||||
|
if res.Validation.RepairAttempts != 2 {
|
||||||
|
t.Fatalf("expected repair attempts 2, got %d", res.Validation.RepairAttempts)
|
||||||
|
}
|
||||||
|
if res.RawOutput != `{"repair2":` {
|
||||||
|
t.Fatalf("expected final repaired output preserved, got %q", res.RawOutput)
|
||||||
|
}
|
||||||
|
}
|
||||||
|
|
||||||
|
func TestRunnerRunRepairAttemptsBounded(t *testing.T) {
|
||||||
|
repairer := &fakeRepairer{
|
||||||
|
responses: []*domain.GenerateResponse{
|
||||||
|
{Content: `{"repair1":`},
|
||||||
|
{Content: `{"repair2":`},
|
||||||
|
{Content: `{"repair3":`},
|
||||||
|
},
|
||||||
|
}
|
||||||
|
|
||||||
|
runner := NewRunnerWithRepairer(
|
||||||
|
&fakeProfileRepo{profile: &domain.PromptProfile{
|
||||||
|
ID: "p-json",
|
||||||
|
Version: "1",
|
||||||
|
OutputFormat: domain.FormatJSON,
|
||||||
|
ModelDefaults: domain.ModelTarget{
|
||||||
|
Endpoint: "ep",
|
||||||
|
Model: "m",
|
||||||
|
},
|
||||||
|
Validation: domain.OutputContract{
|
||||||
|
ValidationMode: domain.ValidationJSON,
|
||||||
|
Format: domain.FormatJSON,
|
||||||
|
RepairAttempts: 1,
|
||||||
|
},
|
||||||
|
}},
|
||||||
|
&fakeArtifactReader{artifactsByURI: map[string]*domain.Artifact{"a://ok": {Body: []byte("x"), Hash: hashString("x")}}},
|
||||||
|
&fakeRenderer{rendered: &domain.RenderedPrompt{}},
|
||||||
|
&fakeLLM{resp: &domain.GenerateResponse{Content: `{"initial":`}},
|
||||||
|
validate.NewStandardValidator(t.TempDir()),
|
||||||
|
repairer,
|
||||||
|
)
|
||||||
|
|
||||||
|
res, err := runner.Run(context.Background(), domain.RunRequest{
|
||||||
|
ProfileID: "p-json",
|
||||||
|
Inputs: map[string]domain.ArtifactRef{
|
||||||
|
"transcript": {Type: domain.ArtifactRefFile, URI: "a://ok"},
|
||||||
|
},
|
||||||
|
})
|
||||||
|
if err != nil {
|
||||||
|
t.Fatalf("expected no error, got %v", err)
|
||||||
|
}
|
||||||
|
if repairer.calls != 1 {
|
||||||
|
t.Fatalf("expected repair calls bounded to 1, got %d", repairer.calls)
|
||||||
|
}
|
||||||
|
if res.Validation.RepairAttempts != 1 {
|
||||||
|
t.Fatalf("expected repair attempts 1, got %d", res.Validation.RepairAttempts)
|
||||||
|
}
|
||||||
|
}
|
||||||
|
|
||||||
func minimalProfile() *domain.PromptProfile {
|
func minimalProfile() *domain.PromptProfile {
|
||||||
return &domain.PromptProfile{
|
return &domain.PromptProfile{
|
||||||
ID: "p",
|
ID: "p",
|
||||||
|
|||||||
Reference in New Issue
Block a user