google-cloud-mcp
Version:
Model Context Protocol server for Google Cloud services
702 lines (608 loc) • 24.6 kB
text/typescript
/**
* Google Cloud Trace types and utilities
*/
import * as traceAgent from '@google-cloud/trace-agent';
import { PluginTypes } from '@google-cloud/trace-agent';
import { getProjectId } from '../../utils/auth.js';
import { GcpMcpError } from '../../utils/error.js';
import { logger } from '../../utils/logger.js';
// Global trace client that can be reused
let traceClient: PluginTypes.Tracer | null = null;
/**
* Trace span status
*/
export enum TraceStatus {
OK = 'OK',
ERROR = 'ERROR',
UNSPECIFIED = 'UNSPECIFIED'
}
/**
* Trace span data
*/
export interface TraceSpan {
/** Span ID */
spanId: string;
/** Display name */
displayName: string;
/** Start time */
startTime: string;
/** End time */
endTime: string;
/** Span kind */
kind: string;
/** Status */
status: TraceStatus;
/** Parent span ID (if any) */
parentSpanId?: string;
/** Attributes/labels */
attributes: Record<string, string>;
/** Child spans */
childSpans?: TraceSpan[];
}
/**
* Trace data
*/
export interface TraceData {
/** Trace ID */
traceId: string;
/** Project ID */
projectId: string;
/** Root spans */
rootSpans: TraceSpan[];
/** All spans (flat list) */
allSpans: TraceSpan[];
}
/**
* Gets the Google Cloud Trace client
*
* @returns The trace client
*/
export function getTraceClient(): PluginTypes.Tracer {
if (!traceClient) {
try {
// Initialize the trace agent
traceClient = traceAgent.start({
samplingRate: 1, // Sample all traces for now
ignoreUrls: ['/health', '/readiness'], // Ignore health check endpoints
serviceContext: {
service: 'google-cloud-mcp',
version: '0.1.0'
}
});
// Successfully initialized Google Cloud Trace client
} catch (error) {
// Failed to initialize Google Cloud Trace client
throw new GcpMcpError(
'Failed to initialize Google Cloud Trace client',
'INTERNAL',
500
);
}
}
return traceClient;
}
/**
* Formats trace data for display
*
* @param traceData The trace data to format
* @returns Formatted markdown string
*/
export function formatTraceData(traceData: TraceData): string {
let markdown = `## Trace Details\n\n`;
markdown += `- **Trace ID**: ${traceData.traceId}\n`;
markdown += `- **Project ID**: ${traceData.projectId}\n`;
markdown += `- **Total Spans**: ${traceData.allSpans.length}\n`;
markdown += `- **Associated Logs**: [View logs for this trace](gcp-trace://${traceData.projectId}/traces/${traceData.traceId}/logs)\n\n`;
// Add a summary of span types if we have them
const spanTypes = new Map<string, number>();
traceData.allSpans.forEach(span => {
if (span.kind && span.kind !== 'UNSPECIFIED') {
spanTypes.set(span.kind, (spanTypes.get(span.kind) || 0) + 1);
}
});
if (spanTypes.size > 0) {
markdown += `- **Span Types**:\n`;
for (const [type, count] of spanTypes.entries()) {
markdown += ` - ${type}: ${count}\n`;
}
markdown += `\n`;
}
// Format root spans and their children
markdown += `## Trace Hierarchy\n\n`;
for (const rootSpan of traceData.rootSpans) {
markdown += formatSpanHierarchy(rootSpan, 0);
}
// Add section for failed spans if any
const failedSpans = traceData.allSpans.filter(span => span.status === TraceStatus.ERROR);
if (failedSpans.length > 0) {
markdown += `\n## Failed Spans (${failedSpans.length})\n\n`;
for (const span of failedSpans) {
markdown += `- **${span.displayName}** (${span.spanId})\n`;
markdown += ` - Start: ${new Date(span.startTime).toISOString()}\n`;
markdown += ` - End: ${new Date(span.endTime).toISOString()}\n`;
markdown += ` - Duration: ${calculateDuration(span.startTime, span.endTime)}\n`;
// Add error details if available
if (span.attributes['error.message']) {
markdown += ` - Error: ${span.attributes['error.message']}\n`;
}
markdown += '\n';
}
}
return markdown;
}
/**
* Formats a span hierarchy for display
*
* @param span The span to format
* @param depth The current depth in the hierarchy
* @returns Formatted markdown string
*/
function formatSpanHierarchy(span: TraceSpan, depth: number): string {
const indent = ' '.repeat(depth);
const statusEmoji = span.status === TraceStatus.ERROR ? '❌ ' :
span.status === TraceStatus.OK ? '✅ ' : '⚪ ';
// Format the span name with more details if available
let displayText = span.displayName;
// If the display name still contains 'Unknown Span', try to enhance it with attributes
if (displayText.includes('Unknown Span')) {
// Try to add more context from attributes if the name is unknown
const contextAttributes = [];
// Check for common HTTP attributes
if (span.attributes['/http/method']) contextAttributes.push(span.attributes['/http/method']);
if (span.attributes['/http/path']) contextAttributes.push(span.attributes['/http/path']);
if (span.attributes['/http/url']) contextAttributes.push(span.attributes['/http/url']);
if (span.attributes['/http/status_code']) contextAttributes.push(`Status: ${span.attributes['/http/status_code']}`);
// Check for component or service name
if (span.attributes['/component']) contextAttributes.push(`Component: ${span.attributes['/component']}`);
if (span.attributes['service.name']) contextAttributes.push(`Service: ${span.attributes['service.name']}`);
// Check for database attributes
if (span.attributes['/db/system']) contextAttributes.push(`DB: ${span.attributes['/db/system']}`);
if (span.attributes['/db/operation']) contextAttributes.push(span.attributes['/db/operation']);
// Check for agent information
if (span.attributes['g.co/agent']) contextAttributes.push(`Agent: ${span.attributes['g.co/agent']}`);
// Add any context found to the display text
if (contextAttributes.length > 0) {
displayText = `${displayText} (${contextAttributes.join(' | ')})`;
}
}
// Format the span display line with ID and status
let markdown = `${indent}- ${statusEmoji}**${displayText}**\n`;
markdown += `${indent} - Span ID: ${span.spanId}\n`;
// Add timing information
if (span.startTime && span.endTime) {
const duration = calculateDuration(span.startTime, span.endTime);
markdown += `${indent} - Duration: ${duration}\n`;
// Add start and end times if they exist
const startDate = new Date(span.startTime);
const endDate = new Date(span.endTime);
if (!isNaN(startDate.getTime()) && !isNaN(endDate.getTime())) {
// Format dates in a more readable format
const formatDate = (date: Date) => {
return date.toISOString().replace('T', ' ').replace('Z', '');
};
markdown += `${indent} - Start: ${formatDate(startDate)}\n`;
markdown += `${indent} - End: ${formatDate(endDate)}\n`;
}
}
// Add span kind if it's not the default
if (span.kind && span.kind !== 'UNSPECIFIED') {
markdown += `${indent} - Kind: ${span.kind}\n`;
}
// Add error information if present
if (span.status === TraceStatus.ERROR) {
markdown += `${indent} - Status: ERROR\n`;
// Look for error details in attributes
const errorMessage = span.attributes['/error/message'] ||
span.attributes['error.message'] ||
span.attributes['error'];
if (errorMessage) {
markdown += `${indent} - Error: ${errorMessage}\n`;
}
}
// Add all attributes, prioritizing important ones
const importantAttributes = [
// HTTP attributes
'/http/method', '/http/url', '/http/status_code', '/http/host', '/http/path', '/http/route', '/http/user_agent',
'http.method', 'http.url', 'http.status_code', 'http.host', 'http.path', 'http.route', 'http.user_agent',
// Error attributes
'/error/message', 'error.message', 'error',
// Database attributes
'/db/system', '/db/name', '/db/operation', '/db/statement',
'db.system', 'db.name', 'db.operation', 'db.statement',
// Service and component attributes
'service.name', 'span.kind', 'component', '/component',
// Google Cloud specific attributes
'g.co/agent', 'g.co/gae/app/module', 'g.co/gae/app/version', 'g.co/gce/instance_id'
];
// First show important attributes
const importantAttributeEntries = Object.entries(span.attributes)
.filter(([key]) => importantAttributes.includes(key));
// Then show other attributes
const otherAttributeEntries = Object.entries(span.attributes)
.filter(([key]) => !importantAttributes.includes(key));
if (importantAttributeEntries.length > 0 || otherAttributeEntries.length > 0) {
markdown += `${indent} - Attributes:\n`;
// Show important attributes first
for (const [key, value] of importantAttributeEntries) {
markdown += `${indent} - ${key}: ${value}\n`;
}
// Show other attributes (up to a reasonable limit)
const maxOtherAttributes = 5;
const shownOtherAttributes = otherAttributeEntries.slice(0, maxOtherAttributes);
for (const [key, value] of shownOtherAttributes) {
markdown += `${indent} - ${key}: ${value}\n`;
}
// Indicate if there are more attributes
if (otherAttributeEntries.length > maxOtherAttributes) {
const remaining = otherAttributeEntries.length - maxOtherAttributes;
markdown += `${indent} - ... ${remaining} more attributes\n`;
}
}
// Format child spans
if (span.childSpans && span.childSpans.length > 0) {
// Sort child spans by start time if available
const sortedChildren = [...span.childSpans];
sortedChildren.sort((a, b) => {
if (a.startTime && b.startTime) {
return new Date(a.startTime).getTime() - new Date(b.startTime).getTime();
}
return 0;
});
for (const childSpan of sortedChildren) {
markdown += formatSpanHierarchy(childSpan, depth + 1);
}
}
return markdown;
}
/**
* Calculates the duration between two timestamps
*
* @param startTime The start time
* @param endTime The end time
* @returns Formatted duration string
*/
function calculateDuration(startTime: string, endTime: string): string {
const start = new Date(startTime).getTime();
const end = new Date(endTime).getTime();
const durationMs = end - start;
if (durationMs < 1000) {
return `${durationMs}ms`;
} else if (durationMs < 60000) {
return `${(durationMs / 1000).toFixed(2)}s`;
} else {
const minutes = Math.floor(durationMs / 60000);
const seconds = ((durationMs % 60000) / 1000).toFixed(2);
return `${minutes}m ${seconds}s`;
}
}
/**
* Builds a hierarchical trace structure from flat spans
*
* @param projectId The Google Cloud project ID
* @param traceId The trace ID
* @param spans The flat list of spans
* @returns Structured trace data
*/
export function buildTraceHierarchy(
projectId: string,
traceId: string,
spans: any[]
): TraceData {
// Log the raw spans for debugging
logger.debug(`Building trace hierarchy for trace ${traceId} with ${spans.length} spans`);
// Debug: Log the structure of the first span to understand the format
if (spans.length > 0) {
logger.debug(`First span structure: ${JSON.stringify(spans[0], null, 2)}`);
logger.debug(`First span keys: ${Object.keys(spans[0]).join(', ')}`);
}
// Map to store spans by ID for quick lookup
const spanMap = new Map<string, TraceSpan>();
// Convert raw spans to our TraceSpan format
logger.debug('Converting spans to TraceSpan format...');
const traceSpans: TraceSpan[] = spans.map((span, index) => {
// Extract span data - ensure we have a valid spanId
const spanId = span.spanId || '';
logger.debug(`Processing span ${index} with ID: ${spanId}`);
// Handle different display name formats in v1 API
// According to https://cloud.google.com/trace/docs/reference/v1/rest/v1/projects.traces#TraceSpan
let displayName = 'Unknown Span';
// Debug: Log the name-related fields
logger.debug(`Span ${spanId} name fields:`);
logger.debug(`- name: ${span.name || 'undefined'}`);
logger.debug(`- displayName: ${typeof span.displayName === 'object' ? JSON.stringify(span.displayName) : span.displayName || 'undefined'}`);
// In v1 API, the name field is the actual span name
if (span.name) {
displayName = span.name;
logger.debug(`Using span.name: ${displayName}`);
} else if (span.displayName?.value) {
displayName = span.displayName.value;
logger.debug(`Using span.displayName.value: ${displayName}`);
} else if (typeof span.displayName === 'string') {
displayName = span.displayName;
logger.debug(`Using span.displayName string: ${displayName}`);
}
// For v1 API, check if the name is a full URL path (common in Google Cloud Trace)
if (displayName.startsWith('/')) {
// This is likely an HTTP path
displayName = `HTTP ${displayName}`;
}
// If we still have an unknown span, try to extract a meaningful name from labels
if (displayName === 'Unknown Span') {
// Try to extract from common label patterns in Google Cloud Trace v1 API
if (span.labels) {
// Common Google Cloud Trace labels
if (span.labels['/http/path']) {
const method = span.labels['/http/method'] || '';
displayName = `${method} ${span.labels['/http/path']}`;
} else if (span.labels['/http/url']) {
displayName = `HTTP ${span.labels['/http/url']}`;
} else if (span.labels['/http/status_code']) {
displayName = `HTTP Status: ${span.labels['/http/status_code']}`;
} else if (span.labels['/component']) {
displayName = `Component: ${span.labels['/component']}`;
} else if (span.labels['/db/statement']) {
const dbSystem = span.labels['/db/system'] || 'DB';
displayName = `${dbSystem}: ${span.labels['/db/statement'].substring(0, 30)}...`;
} else if (span.labels['g.co/agent']) {
displayName = `Agent: ${span.labels['g.co/agent']}`;
} else if (span.labels['g.co/gae/app/module']) {
displayName = `GAE Module: ${span.labels['g.co/gae/app/module']}`;
} else if (span.labels['g.co/gae/app/version']) {
displayName = `GAE Version: ${span.labels['g.co/gae/app/version']}`;
} else if (span.labels['g.co/gce/instance_id']) {
displayName = `GCE Instance: ${span.labels['g.co/gce/instance_id']}`;
}
// If still unknown, check for any label that might be descriptive
if (displayName === 'Unknown Span') {
// Look for descriptive labels
const descriptiveLabels = Object.entries(span.labels)
.filter(([key, value]) =>
typeof value === 'string' &&
!key.startsWith('/') &&
!key.startsWith('g.co/') &&
value.length < 50
);
if (descriptiveLabels.length > 0) {
// Use the first descriptive label
const [key, value] = descriptiveLabels[0];
displayName = `${key}: ${value}`;
}
}
}
// Try alternative fields from the span object
if (displayName === 'Unknown Span') {
// Check for operation name (common in Cloud Trace)
if (span.operation && span.operation.name) {
displayName = `Operation: ${span.operation.name}`;
}
// Check for any other descriptive fields
const possibleNameFields = ['operationName', 'description', 'type', 'method', 'rpcName', 'kind'];
for (const field of possibleNameFields) {
if (span[field] && typeof span[field] === 'string') {
displayName = `${field}: ${span[field]}`;
break;
}
}
}
}
// If we still have an unknown span, include the span ID in the display name
if (displayName === 'Unknown Span' && spanId) {
displayName = `Unknown Span (ID: ${spanId})`;
}
// Extract timestamps - in v1 API these are RFC3339 strings
const startTime = span.startTime || '';
const endTime = span.endTime || '';
const parentSpanId = span.parentSpanId || '';
// Extract span kind - in v1 API, this might be in different formats
let kind = 'UNSPECIFIED';
if (span.kind) {
kind = span.kind;
} else if (span.spanKind) {
kind = span.spanKind;
}
// In v1 API, the span kind might be encoded in labels
if (kind === 'UNSPECIFIED' && span.labels) {
if (span.labels['/span/kind']) {
kind = span.labels['/span/kind'];
} else if (span.labels['span.kind']) {
kind = span.labels['span.kind'];
}
}
// Extract status - in v1 API this might be in different formats
let status = TraceStatus.UNSPECIFIED;
if (span.status) {
if (span.status.code === 0) {
status = TraceStatus.OK;
} else if (span.status.code > 0) {
status = TraceStatus.ERROR;
}
}
// In v1 API, error status might be in labels
if (status === TraceStatus.UNSPECIFIED && span.labels) {
if (span.labels['/error/message'] || span.labels['error']) {
status = TraceStatus.ERROR;
} else if (span.labels['/http/status_code']) {
const statusCode = parseInt(span.labels['/http/status_code'], 10);
if (statusCode >= 400) {
status = TraceStatus.ERROR;
} else if (statusCode >= 200 && statusCode < 400) {
status = TraceStatus.OK;
}
}
}
// Extract attributes/labels - handle both v1 and v2 formats
const attributes: Record<string, string> = {};
// Debug: Log label information
logger.debug(`Span ${spanId} labels:`);
logger.debug(`- Has labels: ${!!span.labels}`);
if (span.labels) {
logger.debug(`- Label keys: ${Object.keys(span.labels).join(', ')}`);
}
// Handle v1 API format (labels)
if (span.labels) {
logger.debug(`Processing ${Object.keys(span.labels).length} labels for span ${spanId}`);
for (const [key, value] of Object.entries(span.labels)) {
if (value !== undefined && value !== null) {
attributes[key] = String(value);
}
}
}
// Also handle v2 API format (attributes.attributeMap)
if (span.attributes && span.attributes.attributeMap) {
for (const [key, value] of Object.entries(span.attributes.attributeMap)) {
if (value !== undefined && value !== null) {
attributes[key] = (value as any)?.stringValue ||
String((value as any)?.intValue ||
(value as any)?.boolValue || '');
}
}
}
// Handle any other fields that might contain useful information
for (const [key, value] of Object.entries(span)) {
// Skip keys we've already processed or that are part of the standard span structure
if (['spanId', 'name', 'displayName', 'startTime', 'endTime', 'parentSpanId',
'kind', 'status', 'labels', 'attributes', 'childSpans'].includes(key)) {
continue;
}
// Add any other fields as attributes
if (value !== undefined && value !== null) {
if (typeof value !== 'object') {
attributes[`raw.${key}`] = String(value);
} else if (!Array.isArray(value)) {
// For simple objects, flatten one level
try {
attributes[`raw.${key}`] = JSON.stringify(value).substring(0, 100);
if (JSON.stringify(value).length > 100) {
attributes[`raw.${key}`] += '...';
}
} catch (e) {
// If we can't stringify, just note that it exists
attributes[`raw.${key}`] = '[Complex Object]';
}
}
}
}
// Create the trace span
const traceSpan: TraceSpan = {
spanId,
displayName,
startTime,
endTime,
kind,
status,
attributes,
childSpans: []
};
if (parentSpanId) {
traceSpan.parentSpanId = parentSpanId;
logger.debug(`Span ${spanId} has parent: ${parentSpanId}`);
} else {
logger.debug(`Span ${spanId} has no parent (will be a root span)`);
}
// Debug: Log the final display name
logger.debug(`Final display name for span ${spanId}: "${displayName}"`);
// Store in map for quick lookup
spanMap.set(spanId, traceSpan);
return traceSpan;
});
// Build the hierarchy
const rootSpans: TraceSpan[] = [];
logger.debug(`Building trace hierarchy for ${traceSpans.length} spans...`);
logger.debug(`Span map contains ${spanMap.size} spans`);
for (const span of traceSpans) {
logger.debug(`Processing hierarchy for span ${span.spanId} (${span.displayName})`);
if (span.parentSpanId) {
logger.debug(`Span ${span.spanId} has parent ${span.parentSpanId}`);
// This is a child span, add it to its parent
const parentSpan = spanMap.get(span.parentSpanId);
if (parentSpan) {
logger.debug(`Found parent span ${span.parentSpanId} for child ${span.spanId}`);
if (!parentSpan.childSpans) {
parentSpan.childSpans = [];
logger.debug(`Initialized childSpans array for parent ${span.parentSpanId}`);
}
parentSpan.childSpans.push(span);
logger.debug(`Added span ${span.spanId} as child of ${span.parentSpanId}`);
} else {
// Parent not found, treat as root
logger.debug(`Parent ${span.parentSpanId} not found for span ${span.spanId}, treating as root`);
rootSpans.push(span);
}
} else {
// This is a root span
logger.debug(`Span ${span.spanId} has no parent, adding as root span`);
rootSpans.push(span);
}
}
// Sort child spans by start time
for (const span of traceSpans) {
if (span.childSpans && span.childSpans.length > 0) {
logger.debug(`Sorting ${span.childSpans.length} child spans for parent ${span.spanId}`);
span.childSpans.sort((a, b) => {
return new Date(a.startTime).getTime() - new Date(b.startTime).getTime();
});
}
}
// Debug: Log the root spans and their children
logger.debug(`Final hierarchy: ${rootSpans.length} root spans`);
for (const rootSpan of rootSpans) {
logger.debug(`Root span: ${rootSpan.spanId} (${rootSpan.displayName})`);
logger.debug(`- Has ${rootSpan.childSpans?.length || 0} direct children`);
// Count total descendants
let totalDescendants = 0;
const countDescendants = (span: TraceSpan) => {
if (span.childSpans) {
totalDescendants += span.childSpans.length;
for (const child of span.childSpans) {
countDescendants(child);
}
}
};
countDescendants(rootSpan);
logger.debug(`- Total descendants: ${totalDescendants}`);
}
return {
traceId,
projectId,
rootSpans,
allSpans: traceSpans
};
}
/**
* Extracts a trace ID from a log entry if present
*
* @param logEntry The log entry to check
* @returns The trace ID if found, otherwise undefined
*/
export function extractTraceIdFromLog(logEntry: any): string | undefined {
// Check for trace in the standard logging.googleapis.com/trace field
if (logEntry.trace) {
// The trace field is typically in the format "projects/PROJECT_ID/traces/TRACE_ID"
const match = logEntry.trace.match(/traces\/([a-f0-9]+)$/i);
if (match && match[1]) {
return match[1];
}
}
// Check for trace in labels
if (logEntry.labels && logEntry.labels['logging.googleapis.com/trace']) {
const traceLabel = logEntry.labels['logging.googleapis.com/trace'];
const match = traceLabel.match(/traces\/([a-f0-9]+)$/i);
if (match && match[1]) {
return match[1];
}
}
// Check for trace in jsonPayload
if (logEntry.jsonPayload) {
if (logEntry.jsonPayload.traceId) {
return logEntry.jsonPayload.traceId;
}
if (logEntry.jsonPayload['logging.googleapis.com/trace']) {
const tracePayload = logEntry.jsonPayload['logging.googleapis.com/trace'];
const match = tracePayload.match(/traces\/([a-f0-9]+)$/i);
if (match && match[1]) {
return match[1];
}
}
}
return undefined;
}