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fix(kg): sanitize LLM JSON output before parsing (#167)
Add sanitizeJSON() to fix malformed decimal numbers (e.g. '0. 85' → '0.85') and trailing commas before closing brackets. Fixes extraction failures with Gemini 2.5 Flash which occasionally produces invalid JSON.
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@@ -0,0 +1,163 @@
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package knowledgegraph
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import (
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"encoding/json"
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"testing"
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)
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func TestSanitizeJSON(t *testing.T) {
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tests := []struct {
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name string
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input string
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want string
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}{
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{
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name: "valid JSON unchanged",
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input: `{"confidence": 0.85}`,
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want: `{"confidence": 0.85}`,
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},
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{
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name: "fix spaced decimal",
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input: `{"confidence": 0. 85}`,
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want: `{"confidence": 0.85}`,
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},
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{
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name: "fix multiple spaced decimals",
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input: `{"a": 0. 9, "b": 1. 0}`,
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want: `{"a": 0.9, "b": 1.0}`,
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},
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{
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name: "fix spaced decimal with multiple spaces",
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input: `{"confidence": 0. 75}`,
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want: `{"confidence": 0.75}`,
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},
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{
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name: "preserve decimal-like pattern in strings",
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input: `{"description": "Founded in 2023. 15 employees"}`,
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want: `{"description": "Founded in 2023. 15 employees"}`,
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},
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{
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name: "preserve spaced period in strings (no digit before dot)",
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input: `{"description": "Mr. Smith leads the team"}`,
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want: `{"description": "Mr. Smith leads the team"}`,
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},
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{
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name: "mixed: fix value decimal, preserve string decimal",
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input: `{"description": "Version 2. 0 alpha", "confidence": 0. 9}`,
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want: `{"description": "Version 2. 0 alpha", "confidence": 0.9}`,
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},
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{
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name: "fix trailing comma in array",
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input: `{"items": [1, 2, 3,]}`,
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want: `{"items": [1, 2, 3]}`,
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},
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{
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name: "fix trailing comma in object",
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input: `{"a": 1, "b": 2,}`,
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want: `{"a": 1, "b": 2}`,
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},
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{
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name: "trailing comma with whitespace",
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input: `{"a": 1, }`,
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want: `{"a": 1 }`,
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},
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{
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name: "trailing comma with newline",
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input: "{\"a\": 1,\n}",
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want: "{\"a\": 1\n}",
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},
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{
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name: "preserve comma in string value",
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input: `{"text": "hello, world,"}`,
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want: `{"text": "hello, world,"}`,
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},
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{
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name: "escaped quote in string",
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input: `{"text": "she said \"0. 5\" loudly", "val": 0. 5}`,
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want: `{"text": "she said \"0. 5\" loudly", "val": 0.5}`,
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},
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{
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name: "nested structure",
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input: `{"entities": [{"confidence": 0. 85,}]}`,
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want: `{"entities": [{"confidence": 0.85}]}`,
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},
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{
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name: "empty input",
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input: "",
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want: "",
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},
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{
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name: "no fixes needed",
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input: `{"entities": [], "relations": []}`,
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want: `{"entities": [], "relations": []}`,
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},
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{
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name: "truncated LLM response does not crash",
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input: `{"entities": [{"name": "Facebook Ads", "confidence": 0.9}, {"name": "TikT`,
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want: `{"entities": [{"name": "Facebook Ads", "confidence": 0.9}, {"name": "TikT`,
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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 := sanitizeJSON(tt.input)
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if got != tt.want {
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t.Errorf("sanitizeJSON():\n input: %s\n got: %s\n want: %s", tt.input, got, tt.want)
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}
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})
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}
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}
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func TestTruncatedJSONParseFails(t *testing.T) {
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truncated := `{"entities": [{"name": "Facebook Ads", "confidence": 0.9}, {"name": "TikT`
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sanitized := sanitizeJSON(truncated)
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var result ExtractionResult
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err := json.Unmarshal([]byte(sanitized), &result)
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if err == nil {
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t.Error("expected parse error for truncated JSON, got nil")
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}
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}
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func TestStripCodeBlock(t *testing.T) {
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tests := []struct {
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name string
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input string
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want string
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}{
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{
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name: "no code block",
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input: `{"entities": []}`,
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want: `{"entities": []}`,
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},
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{
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name: "json code block",
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input: "```json\n{\"entities\": []}\n```",
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want: `{"entities": []}`,
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},
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{
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name: "plain code block",
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input: "```\n{\"entities\": []}\n```",
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want: `{"entities": []}`,
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},
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{
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name: "code block with surrounding whitespace",
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input: " ```json\n{\"entities\": []}\n``` ",
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want: `{"entities": []}`,
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},
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{
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name: "empty input",
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input: "",
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want: "",
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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 := stripCodeBlock(tt.input)
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if got != tt.want {
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t.Errorf("stripCodeBlock():\n got: %s\n want: %s", got, tt.want)
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}
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})
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}
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}
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