Files
ds2api/internal/util/toolcalls_parse.go

447 lines
12 KiB
Go

package util
import (
"encoding/json"
"encoding/xml"
"regexp"
"strings"
)
var toolNameLoosePattern = regexp.MustCompile(`[^a-z0-9]+`)
var xmlToolCallPattern = regexp.MustCompile(`(?is)<tool_call>\s*(.*?)\s*</tool_call>`)
var functionCallPattern = regexp.MustCompile(`(?is)<function_call>\s*([^<]+?)\s*</function_call>`)
var functionParamPattern = regexp.MustCompile(`(?is)<function\s+parameter\s+name="([^"]+)"\s*>\s*(.*?)\s*</function\s+parameter>`)
var antmlFunctionCallPattern = regexp.MustCompile(`(?is)<(?:[a-z0-9_]+:)?function_call[^>]*name="([^"]+)"[^>]*>\s*(.*?)\s*</(?:[a-z0-9_]+:)?function_call>`)
var antmlArgumentPattern = regexp.MustCompile(`(?is)<(?:[a-z0-9_]+:)?argument\s+name="([^"]+)"\s*>\s*(.*?)\s*</(?:[a-z0-9_]+:)?argument>`)
var invokeCallPattern = regexp.MustCompile(`(?is)<invoke\s+name="([^"]+)"\s*>(.*?)</invoke>`)
var invokeParamPattern = regexp.MustCompile(`(?is)<parameter\s+name="([^"]+)"\s*>\s*(.*?)\s*</parameter>`)
type ParsedToolCall struct {
Name string `json:"name"`
Input map[string]any `json:"input"`
}
type ToolCallParseResult struct {
Calls []ParsedToolCall
SawToolCallSyntax bool
RejectedByPolicy bool
RejectedToolNames []string
}
func ParseToolCalls(text string, availableToolNames []string) []ParsedToolCall {
return ParseToolCallsDetailed(text, availableToolNames).Calls
}
func ParseToolCallsDetailed(text string, availableToolNames []string) ToolCallParseResult {
result := ToolCallParseResult{}
if strings.TrimSpace(text) == "" {
return result
}
text = stripFencedCodeBlocks(text)
if strings.TrimSpace(text) == "" {
return result
}
result.SawToolCallSyntax = strings.Contains(strings.ToLower(text), "tool_calls")
candidates := buildToolCallCandidates(text)
var parsed []ParsedToolCall
for _, candidate := range candidates {
if tc := parseToolCallsPayload(candidate); len(tc) > 0 {
parsed = tc
result.SawToolCallSyntax = true
break
}
}
if len(parsed) == 0 {
parsed = parseXMLToolCalls(text)
if len(parsed) == 0 {
return result
}
result.SawToolCallSyntax = true
}
calls, rejectedNames := filterToolCallsDetailed(parsed, availableToolNames)
result.Calls = calls
result.RejectedToolNames = rejectedNames
result.RejectedByPolicy = len(rejectedNames) > 0 && len(calls) == 0
return result
}
func ParseStandaloneToolCalls(text string, availableToolNames []string) []ParsedToolCall {
return ParseStandaloneToolCallsDetailed(text, availableToolNames).Calls
}
func ParseStandaloneToolCallsDetailed(text string, availableToolNames []string) ToolCallParseResult {
result := ToolCallParseResult{}
trimmed := strings.TrimSpace(text)
if trimmed == "" {
return result
}
if looksLikeToolExampleContext(trimmed) {
return result
}
result.SawToolCallSyntax = strings.Contains(strings.ToLower(trimmed), "tool_calls")
candidates := []string{trimmed}
for _, candidate := range candidates {
candidate = strings.TrimSpace(candidate)
if candidate == "" {
continue
}
if !strings.HasPrefix(candidate, "{") && !strings.HasPrefix(candidate, "[") {
continue
}
if parsed := parseToolCallsPayload(candidate); len(parsed) > 0 {
result.SawToolCallSyntax = true
calls, rejectedNames := filterToolCallsDetailed(parsed, availableToolNames)
result.Calls = calls
result.RejectedToolNames = rejectedNames
result.RejectedByPolicy = len(rejectedNames) > 0 && len(calls) == 0
return result
}
}
return result
}
func filterToolCallsDetailed(parsed []ParsedToolCall, availableToolNames []string) ([]ParsedToolCall, []string) {
allowed := map[string]struct{}{}
allowedCanonical := map[string]string{}
for _, name := range availableToolNames {
trimmed := strings.TrimSpace(name)
if trimmed == "" {
continue
}
allowed[trimmed] = struct{}{}
lower := strings.ToLower(trimmed)
if _, exists := allowedCanonical[lower]; !exists {
allowedCanonical[lower] = trimmed
}
}
if len(allowed) == 0 {
rejectedSet := map[string]struct{}{}
for _, tc := range parsed {
if tc.Name == "" {
continue
}
rejectedSet[tc.Name] = struct{}{}
}
rejected := make([]string, 0, len(rejectedSet))
for name := range rejectedSet {
rejected = append(rejected, name)
}
return nil, rejected
}
out := make([]ParsedToolCall, 0, len(parsed))
rejectedSet := map[string]struct{}{}
for _, tc := range parsed {
if tc.Name == "" {
continue
}
matchedName := resolveAllowedToolName(tc.Name, allowed, allowedCanonical)
if matchedName == "" {
rejectedSet[tc.Name] = struct{}{}
continue
}
tc.Name = matchedName
if tc.Input == nil {
tc.Input = map[string]any{}
}
out = append(out, tc)
}
rejected := make([]string, 0, len(rejectedSet))
for name := range rejectedSet {
rejected = append(rejected, name)
}
return out, rejected
}
func resolveAllowedToolName(name string, allowed map[string]struct{}, allowedCanonical map[string]string) string {
if _, ok := allowed[name]; ok {
return name
}
lower := strings.ToLower(strings.TrimSpace(name))
if canonical, ok := allowedCanonical[lower]; ok {
return canonical
}
if idx := strings.LastIndex(lower, "."); idx >= 0 && idx < len(lower)-1 {
if canonical, ok := allowedCanonical[lower[idx+1:]]; ok {
return canonical
}
}
loose := toolNameLoosePattern.ReplaceAllString(lower, "")
if loose == "" {
return ""
}
for candidateLower, canonical := range allowedCanonical {
if toolNameLoosePattern.ReplaceAllString(candidateLower, "") == loose {
return canonical
}
}
return ""
}
func parseToolCallsPayload(payload string) []ParsedToolCall {
var decoded any
if err := json.Unmarshal([]byte(payload), &decoded); err != nil {
return nil
}
switch v := decoded.(type) {
case map[string]any:
if tc, ok := v["tool_calls"]; ok {
return parseToolCallList(tc)
}
if parsed, ok := parseToolCallItem(v); ok {
return []ParsedToolCall{parsed}
}
case []any:
return parseToolCallList(v)
}
return nil
}
func parseToolCallList(v any) []ParsedToolCall {
items, ok := v.([]any)
if !ok {
return nil
}
out := make([]ParsedToolCall, 0, len(items))
for _, item := range items {
m, ok := item.(map[string]any)
if !ok {
continue
}
if tc, ok := parseToolCallItem(m); ok {
out = append(out, tc)
}
}
if len(out) == 0 {
return nil
}
return out
}
func parseToolCallItem(m map[string]any) (ParsedToolCall, bool) {
name, _ := m["name"].(string)
inputRaw, hasInput := m["input"]
if fn, ok := m["function"].(map[string]any); ok {
if name == "" {
name, _ = fn["name"].(string)
}
if !hasInput {
if v, ok := fn["arguments"]; ok {
inputRaw = v
hasInput = true
}
}
}
if !hasInput {
for _, key := range []string{"arguments", "args", "parameters", "params"} {
if v, ok := m[key]; ok {
inputRaw = v
hasInput = true
break
}
}
}
if strings.TrimSpace(name) == "" {
return ParsedToolCall{}, false
}
return ParsedToolCall{
Name: strings.TrimSpace(name),
Input: parseToolCallInput(inputRaw),
}, true
}
func parseToolCallInput(v any) map[string]any {
switch x := v.(type) {
case nil:
return map[string]any{}
case map[string]any:
return x
case string:
raw := strings.TrimSpace(x)
if raw == "" {
return map[string]any{}
}
var parsed map[string]any
if err := json.Unmarshal([]byte(raw), &parsed); err == nil && parsed != nil {
return parsed
}
return map[string]any{"_raw": raw}
default:
b, err := json.Marshal(x)
if err != nil {
return map[string]any{}
}
var parsed map[string]any
if err := json.Unmarshal(b, &parsed); err == nil && parsed != nil {
return parsed
}
return map[string]any{}
}
}
func parseXMLToolCalls(text string) []ParsedToolCall {
matches := xmlToolCallPattern.FindAllString(text, -1)
out := make([]ParsedToolCall, 0, len(matches)+1)
for _, block := range matches {
call, ok := parseSingleXMLToolCall(block)
if !ok {
continue
}
out = append(out, call)
}
if len(out) > 0 {
return out
}
if call, ok := parseFunctionCallTagStyle(text); ok {
return []ParsedToolCall{call}
}
if call, ok := parseAntmlFunctionCallStyle(text); ok {
return []ParsedToolCall{call}
}
if call, ok := parseInvokeFunctionCallStyle(text); ok {
return []ParsedToolCall{call}
}
return nil
}
func parseSingleXMLToolCall(block string) (ParsedToolCall, bool) {
inner := strings.TrimSpace(block)
inner = strings.TrimPrefix(inner, "<tool_call>")
inner = strings.TrimSuffix(inner, "</tool_call>")
inner = strings.TrimSpace(inner)
if strings.HasPrefix(inner, "{") {
var payload map[string]any
if err := json.Unmarshal([]byte(inner), &payload); err == nil {
name := strings.TrimSpace(asString(payload["tool"]))
if name == "" {
name = strings.TrimSpace(asString(payload["tool_name"]))
}
if name != "" {
input := map[string]any{}
if params, ok := payload["params"].(map[string]any); ok {
input = params
} else if params, ok := payload["parameters"].(map[string]any); ok {
input = params
}
return ParsedToolCall{Name: name, Input: input}, true
}
}
}
dec := xml.NewDecoder(strings.NewReader(block))
name := ""
params := map[string]any{}
inParams := false
for {
tok, err := dec.Token()
if err != nil {
break
}
start, ok := tok.(xml.StartElement)
if !ok {
continue
}
switch strings.ToLower(start.Name.Local) {
case "parameters":
inParams = true
case "tool_name", "name":
var v string
if err := dec.DecodeElement(&v, &start); err == nil && strings.TrimSpace(v) != "" {
name = strings.TrimSpace(v)
}
default:
if inParams {
var v string
if err := dec.DecodeElement(&v, &start); err == nil {
params[start.Name.Local] = strings.TrimSpace(v)
}
}
}
}
if strings.TrimSpace(name) == "" {
return ParsedToolCall{}, false
}
return ParsedToolCall{Name: strings.TrimSpace(name), Input: params}, true
}
func parseFunctionCallTagStyle(text string) (ParsedToolCall, bool) {
m := functionCallPattern.FindStringSubmatch(text)
if len(m) < 2 {
return ParsedToolCall{}, false
}
name := strings.TrimSpace(m[1])
if name == "" {
return ParsedToolCall{}, false
}
input := map[string]any{}
for _, pm := range functionParamPattern.FindAllStringSubmatch(text, -1) {
if len(pm) < 3 {
continue
}
key := strings.TrimSpace(pm[1])
val := strings.TrimSpace(pm[2])
if key != "" {
input[key] = val
}
}
return ParsedToolCall{Name: name, Input: input}, true
}
func parseAntmlFunctionCallStyle(text string) (ParsedToolCall, bool) {
m := antmlFunctionCallPattern.FindStringSubmatch(text)
if len(m) < 3 {
return ParsedToolCall{}, false
}
name := strings.TrimSpace(m[1])
if name == "" {
return ParsedToolCall{}, false
}
body := strings.TrimSpace(m[2])
input := map[string]any{}
if strings.HasPrefix(body, "{") {
if err := json.Unmarshal([]byte(body), &input); err == nil {
return ParsedToolCall{Name: name, Input: input}, true
}
}
for _, am := range antmlArgumentPattern.FindAllStringSubmatch(body, -1) {
if len(am) < 3 {
continue
}
k := strings.TrimSpace(am[1])
v := strings.TrimSpace(am[2])
if k != "" {
input[k] = v
}
}
return ParsedToolCall{Name: name, Input: input}, true
}
func parseInvokeFunctionCallStyle(text string) (ParsedToolCall, bool) {
m := invokeCallPattern.FindStringSubmatch(text)
if len(m) < 3 {
return ParsedToolCall{}, false
}
name := strings.TrimSpace(m[1])
if name == "" {
return ParsedToolCall{}, false
}
input := map[string]any{}
for _, pm := range invokeParamPattern.FindAllStringSubmatch(m[2], -1) {
if len(pm) < 3 {
continue
}
k := strings.TrimSpace(pm[1])
v := strings.TrimSpace(pm[2])
if k != "" {
input[k] = v
}
}
return ParsedToolCall{Name: name, Input: input}, true
}
func asString(v any) string {
s, _ := v.(string)
return s
}