a4b255a456
- Introduced the final_answer tool to ensure agents submit their complete responses as the last action, improving response accuracy and consistency. - Updated the agent engine to log detailed information about tool calls and responses, including the total duration of agent execution. - Enhanced the chat message model to include agent_duration_ms, tracking the total execution time from query start to answer delivery. - Implemented JSON field extraction for streaming responses, allowing for more efficient handling of tool call outputs. These changes significantly improve the agent's response handling and ensure that final answers are consistently delivered, enhancing overall user experience.
225 lines
5.2 KiB
Go
225 lines
5.2 KiB
Go
package chat
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import (
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"strings"
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"unicode/utf8"
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)
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// jsonFieldExtractor extracts a specific string field value from streaming JSON fragments.
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// It processes incremental JSON argument chunks from LLM tool calls.
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//
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// Example: for fieldName="answer", expected JSON format: {"answer":"...content..."}
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// The extractor uses a simple state machine to skip the JSON prefix and extract the string value.
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type jsonFieldExtractor struct {
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fieldName string // the JSON field name to extract (e.g. "answer", "thought")
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buffer string // accumulated full arguments string
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valueStart int // byte offset where the field value starts (-1 if not found yet)
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lastEmit int // byte offset of the last emitted position within the value
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done bool // whether we've seen the closing quote
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}
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// newJSONFieldExtractor creates a new extractor instance for the given field name
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func newJSONFieldExtractor(fieldName string) *jsonFieldExtractor {
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return &jsonFieldExtractor{
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fieldName: fieldName,
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valueStart: -1,
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lastEmit: 0,
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}
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}
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// Feed processes a new argument delta and returns any new content to emit.
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// Returns empty string if no new content is available yet.
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func (e *jsonFieldExtractor) Feed(argsDelta string) string {
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if e.done {
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return ""
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}
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e.buffer += argsDelta
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// If we haven't found the value start yet, try to find it
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if e.valueStart < 0 {
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idx := findFieldValueStart(e.buffer, e.fieldName)
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if idx < 0 {
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return "" // Haven't seen the value start yet
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}
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e.valueStart = idx
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e.lastEmit = 0
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}
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// Extract new content from the value portion
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valueContent := e.buffer[e.valueStart:]
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// Find how far we can safely emit (stop before potential incomplete escape at the end)
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safeEnd, finished := findSafeEnd(valueContent, e.lastEmit)
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if safeEnd <= e.lastEmit {
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if finished {
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e.done = true
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}
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return ""
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}
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// Extract the new chunk and unescape JSON string escapes
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rawChunk := valueContent[e.lastEmit:safeEnd]
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unescaped := unescapeJSONString(rawChunk)
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e.lastEmit = safeEnd
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if finished {
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e.done = true
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}
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return unescaped
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}
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// IsDone returns whether the extractor has finished (closing quote found)
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func (e *jsonFieldExtractor) IsDone() bool {
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return e.done
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}
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// findFieldValueStart finds the byte offset where the field's string value content begins
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// (after the opening quote of the value). Returns -1 if not found.
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func findFieldValueStart(buf string, fieldName string) int {
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// Look for "fieldName" key followed by colon and opening quote
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key := `"` + fieldName + `"`
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idx := strings.Index(buf, key)
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if idx < 0 {
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return -1
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}
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// Skip past the key
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pos := idx + len(key)
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// Skip whitespace and colon
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for pos < len(buf) {
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ch := buf[pos]
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if ch == ':' {
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pos++
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continue
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}
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if ch == ' ' || ch == '\t' || ch == '\n' || ch == '\r' {
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pos++
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continue
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}
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if ch == '"' {
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// Found the opening quote of the value
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return pos + 1
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}
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// Unexpected character
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return -1
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}
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return -1 // Haven't seen the opening quote yet
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}
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// findSafeEnd finds the safe end position for emission within the value content.
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// It scans from lastEmit forward, handling escape sequences.
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// Returns (safeEnd, finished) where finished=true if the closing quote was found.
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func findSafeEnd(value string, from int) (int, bool) {
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i := from
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for i < len(value) {
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ch := value[i]
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if ch == '\\' {
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// Escape sequence - need at least 2 bytes
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if i+1 >= len(value) {
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// Incomplete escape at end, stop before it
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return i, false
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}
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nextCh := value[i+1]
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if nextCh == 'u' {
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// Unicode escape \uXXXX - need 6 bytes total
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if i+5 >= len(value) {
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return i, false
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}
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i += 6
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} else {
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// Simple escape: \", \\, \n, \t, \r, \/, \b, \f
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i += 2
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}
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} else if ch == '"' {
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// Closing quote of the JSON string value
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return i, true
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} else {
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// Regular character - handle multi-byte UTF-8
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_, size := utf8.DecodeRuneInString(value[i:])
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if size == 0 {
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size = 1
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}
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i += size
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}
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}
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return i, false
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}
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// unescapeJSONString converts JSON string escape sequences to their actual characters
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func unescapeJSONString(s string) string {
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if !strings.ContainsRune(s, '\\') {
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return s
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}
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var b strings.Builder
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b.Grow(len(s))
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i := 0
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for i < len(s) {
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if s[i] == '\\' && i+1 < len(s) {
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switch s[i+1] {
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case '"':
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b.WriteByte('"')
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i += 2
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case '\\':
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b.WriteByte('\\')
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i += 2
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case '/':
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b.WriteByte('/')
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i += 2
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case 'n':
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b.WriteByte('\n')
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i += 2
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case 'r':
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b.WriteByte('\r')
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i += 2
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case 't':
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b.WriteByte('\t')
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i += 2
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case 'b':
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b.WriteByte('\b')
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i += 2
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case 'f':
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b.WriteByte('\f')
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i += 2
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case 'u':
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// Unicode escape \uXXXX
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if i+5 < len(s) {
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// Parse hex digits
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hexStr := s[i+2 : i+6]
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var codepoint int
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for _, h := range hexStr {
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codepoint <<= 4
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switch {
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case h >= '0' && h <= '9':
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codepoint += int(h - '0')
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case h >= 'a' && h <= 'f':
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codepoint += int(h-'a') + 10
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case h >= 'A' && h <= 'F':
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codepoint += int(h-'A') + 10
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}
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}
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b.WriteRune(rune(codepoint))
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i += 6
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} else {
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b.WriteByte(s[i])
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i++
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}
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default:
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b.WriteByte(s[i])
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i++
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}
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} else {
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b.WriteByte(s[i])
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i++
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}
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}
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return b.String()
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}
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