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[Feature] Support structured JSON logs (Logback JSON format) #10
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,26 @@ | ||
| package com.stacklens.JSONlogs; | ||
| import com.fasterxml.jackson.annotation.JsonIgnoreProperties; | ||
| import com.fasterxml.jackson.annotation.JsonProperty; | ||
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| @JsonIgnoreProperties(ignoreUnknown = true) | ||
| public class JsonLogLine { | ||
| private String timestamp; | ||
| private String level; | ||
| private String message; | ||
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| @JsonProperty("stack_trace") | ||
| private String stackTrace; | ||
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| // Getters and Setters | ||
| public String getTimestamp() { return timestamp; } | ||
| public void setTimestamp(String timestamp) { this.timestamp = timestamp; } | ||
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| public String getLevel() { return level; } | ||
| public void setLevel(String level) { this.level = level; } | ||
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| public String getMessage() { return message; } | ||
| public void setMessage(String message) { this.message = message; } | ||
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| public String getStackTrace() { return stackTrace; } | ||
| public void setStackTrace(String stackTrace) { this.stackTrace = stackTrace; } | ||
| } |
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,39 @@ | ||
| package com.stacklens.JSONlogs; | ||
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| import com.fasterxml.jackson.annotation.JsonIgnoreProperties; | ||
| import com.fasterxml.jackson.annotation.JsonProperty; | ||
| import com.fasterxml.jackson.databind.ObjectMapper; | ||
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| public class LogProcessor { | ||
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| private final ObjectMapper objectMapper = new ObjectMapper(); | ||
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| public boolean isJsonLog(String logLine) { | ||
| if (logLine == null) return false; | ||
| String trimmed = logLine.trim(); | ||
| return trimmed.startsWith("{") && trimmed.endsWith("}"); | ||
| } | ||
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| public String parseToPlainText(String logLine) { | ||
| try { | ||
| JsonLogStructure jsonLog = objectMapper.readValue(logLine, JsonLogStructure.class); | ||
| StringBuilder plainText = new StringBuilder(); | ||
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| if (jsonLog.message() != null) { | ||
| plainText.append(jsonLog.message()); | ||
| } | ||
| if (jsonLog.stackTrace() != null && !jsonLog.stackTrace().isEmpty()) { | ||
| plainText.append("\n").append(jsonLog.stackTrace()); | ||
| } | ||
| return plainText.toString(); | ||
| } catch (Exception e) { | ||
| return logLine; | ||
| } | ||
| } | ||
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| @JsonIgnoreProperties(ignoreUnknown = true) | ||
| record JsonLogStructure( | ||
| @JsonProperty("message") String message, | ||
| @JsonProperty("stack_trace") String stackTrace | ||
| ) {} | ||
| } | ||
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Preserve structured fields during normalization to avoid lossy classifier input.
parseToPlainTextcurrently dropstimestampandlevel, and may return an empty string for valid JSON logs that lackmessage. Since preprocessing is now always applied before classification, this silently removes useful signal from the pipeline.Suggested fix
🤖 Prompt for AI Agents