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