Files
llm-testbench/internal/eval/jsonfield_test.go
T
lukaszraczylo 1d51d4cbbd feat: LLM accuracy testing framework with 17-test catalog
Framework runs a category/subcategory test catalog against multiple
LLMs through an OpenAI-compatible endpoint. Deterministic evaluators
score each response. Reports render as table, markdown, or JSON.
2026-08-17 01:29:45 +01:00

162 lines
5.1 KiB
Go

package eval
import (
"context"
"testing"
)
func TestExtractJSON(t *testing.T) {
tests := []struct {
name string
response string
want string
wantErr bool
}{
{"plain object", `{"bump":"minor"}`, `{"bump":"minor"}`, false},
{"fenced object", "Here you go:\n```json\n{\"bump\":\"minor\"}\n```", `{"bump":"minor"}`, false},
{"object with prose around", `The answer is {"bump":"minor"} as computed.`, `{"bump":"minor"}`, false},
{"nested braces ignored inside strings", `{"note":"a { b } c","bump":"patch"}`, `{"note":"a { b } c","bump":"patch"}`, false},
{"array", `["ClaudeBot","Googlebot"]`, `["ClaudeBot","Googlebot"]`, false},
{"no json", "no json here at all", "", true},
// S7: a candidate JSON considered during reasoning, followed by the
// real final JSON, must resolve to the final one.
{
name: "reasoning with a candidate JSON then a final JSON: final wins",
response: `Let me think. One option would be {"bump":"major"} but that is not right. The actual answer is {"bump":"minor"}.`,
want: `{"bump":"minor"}`,
wantErr: false,
},
{
name: "fenced json block preferred over any other json-looking text before it",
response: "Draft: {\"bump\":\"major\"}\n\nFinal answer:\n```json\n{\"bump\":\"minor\"}\n```",
want: `{"bump":"minor"}`,
wantErr: false,
},
}
for _, tt := range tests {
t.Run(tt.name, func(t *testing.T) {
got, err := ExtractJSON(tt.response)
if (err != nil) != tt.wantErr {
t.Fatalf("ExtractJSON(%q) error = %v, wantErr %v", tt.response, err, tt.wantErr)
}
if err == nil && got != tt.want {
t.Errorf("ExtractJSON(%q) = %q, want %q", tt.response, got, tt.want)
}
})
}
}
func TestJSONField_String(t *testing.T) {
e := JSONField("bump", "minor")
tests := []struct {
name string
response string
want float64
}{
{"exact match", `{"bump":"minor"}`, 1},
{"case insensitive", `{"bump":"MINOR"}`, 1},
{"wrong value", `{"bump":"patch"}`, 0},
{"missing field", `{"other":"x"}`, 0},
{"fenced json", "```json\n{\"bump\": \"minor\"}\n```", 1},
{"invalid json", "not json at all", 0},
}
for _, tt := range tests {
t.Run(tt.name, func(t *testing.T) {
got := e.Evaluate(context.Background(), tt.response)
if got.Value != tt.want {
t.Errorf("Evaluate(%q) = %v, want %v (detail: %s)", tt.response, got.Value, tt.want, got.Detail)
}
})
}
}
func TestJSONField_Int(t *testing.T) {
e := JSONField("M", 16)
tests := []struct {
name string
response string
want float64
}{
{"exact match", `{"M":16,"efConstruction":200,"efSearch":50}`, 1},
{"wrong value", `{"M":32}`, 0},
}
for _, tt := range tests {
t.Run(tt.name, func(t *testing.T) {
got := e.Evaluate(context.Background(), tt.response)
if got.Value != tt.want {
t.Errorf("Evaluate(%q) = %v, want %v (detail: %s)", tt.response, got.Value, tt.want, got.Detail)
}
})
}
}
func TestJSONField_NestedPath(t *testing.T) {
e := JSONField("task1", "search_web")
got := e.Evaluate(context.Background(), `{"task1":"search_web","task2":"read_file"}`)
if got.Value != 1 {
t.Errorf("Evaluate() = %v, want 1 (detail: %s)", got.Value, got.Detail)
}
}
func TestJSONField_IndexedPath(t *testing.T) {
e := JSONField("steps[0]", "build")
got := e.Evaluate(context.Background(), `{"steps":["build","test","deploy"]}`)
if got.Value != 1 {
t.Errorf("Evaluate() = %v, want 1 (detail: %s)", got.Value, got.Detail)
}
got = e.Evaluate(context.Background(), `{"steps":["test","build","deploy"]}`)
if got.Value != 0 {
t.Errorf("Evaluate() = %v, want 0 (detail: %s)", got.Value, got.Detail)
}
}
func TestJSONStringSet(t *testing.T) {
e := JSONStringSet([]string{"ClaudeBot", "Googlebot"})
tests := []struct {
name string
response string
want float64
}{
{"exact set", `["ClaudeBot","Googlebot"]`, 1},
{"exact set different order", `["Googlebot","ClaudeBot"]`, 1},
{"case insensitive", `["claudebot","googlebot"]`, 1},
{"missing one", `["ClaudeBot"]`, 0.5},
{"extra one", `["ClaudeBot","Googlebot","GPTBot"]`, float64(2) / 3},
{"completely wrong", `["GPTBot","PerplexityBot"]`, 0},
{"invalid json", "no array here", 0},
}
for _, tt := range tests {
t.Run(tt.name, func(t *testing.T) {
got := e.Evaluate(context.Background(), tt.response)
if got.Value != tt.want {
t.Errorf("Evaluate(%q) = %v, want %v (detail: %s)", tt.response, got.Value, tt.want, got.Detail)
}
})
}
}
func TestJSONStringArrayEquals(t *testing.T) {
want := []string{"build", "test", "backup", "deploy", "verify"}
e := JSONStringArrayEquals(want)
tests := []struct {
name string
response string
want float64
}{
{"exact order", `["build","test","backup","deploy","verify"]`, 1},
{"case insensitive exact order", `["BUILD","TEST","BACKUP","DEPLOY","VERIFY"]`, 1},
{"wrong order", `["build","backup","test","deploy","verify"]`, 0},
{"wrong length", `["build","test"]`, 0},
{"invalid json", "not an array", 0},
}
for _, tt := range tests {
t.Run(tt.name, func(t *testing.T) {
got := e.Evaluate(context.Background(), tt.response)
if got.Value != tt.want {
t.Errorf("Evaluate(%q) = %v, want %v (detail: %s)", tt.response, got.Value, tt.want, got.Detail)
}
})
}
}