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https://github.com/ollama/ollama.git
synced 2025-07-12 20:42:59 +02:00
tools: fix parsing tool calls with empty arguments, missing required fields (#11233)
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@ -134,16 +134,16 @@ func (p *Parser) parseToolCall() *api.ToolCall {
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return nil
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}
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// only look for arguments if the tool has parameters
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// only look for arguments after the tool name if the tool has parameters
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// TODO (jmorganca): while probably uncommon, this doesn't support
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// parsing arguments before the tool name, which may be needed in the future
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args := map[string]any{}
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if len(tool.Function.Parameters.Properties) > 0 {
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if args, i = p.findArguments(*tool); args == nil {
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if args, i = findArguments(*tool, p.buffer[end:]); args == nil {
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return nil
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}
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if i > end {
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end = i
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}
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end += i
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}
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tc := &api.ToolCall{
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@ -160,14 +160,14 @@ func (p *Parser) parseToolCall() *api.ToolCall {
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}
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// findArguments returns the first object that appears to be
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// arguments for the provided tool, returning nil
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func (p *Parser) findArguments(tool api.Tool) (map[string]any, int) {
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if len(p.buffer) == 0 {
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return nil, 0
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}
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// no arguments to parse
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if len(tool.Function.Parameters.Properties) == 0 {
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// arguments for the provided tool in the provided buffer,
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// returning nil if no arguments are found.
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// TODO (jmorganca): this does not support parsing omitted arguments
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// objects for functions that have all-optional parameters
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// e.g. `{"name": "get_conditions", "arguments": {}}` will work but
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// `{"name": "get_conditions"}` will not currently work
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func findArguments(tool api.Tool, buffer []byte) (map[string]any, int) {
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if len(buffer) == 0 {
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return nil, 0
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}
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@ -177,7 +177,7 @@ func (p *Parser) findArguments(tool api.Tool) (map[string]any, int) {
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var object []byte
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// find any outer json object
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for i, c := range p.buffer {
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for i, c := range buffer {
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if c == '{' {
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braces++
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if start == -1 {
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@ -190,7 +190,7 @@ func (p *Parser) findArguments(tool api.Tool) (map[string]any, int) {
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braces--
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if braces == 0 {
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end = i + 1
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object = p.buffer[start:end]
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object = buffer[start:end]
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break
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}
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}
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@ -202,8 +202,6 @@ func (p *Parser) findArguments(tool api.Tool) (map[string]any, int) {
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}
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var data map[string]any
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// not valid json
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if err := json.Unmarshal(object, &data); err != nil {
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return nil, 0
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}
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@ -212,15 +210,27 @@ func (p *Parser) findArguments(tool api.Tool) (map[string]any, int) {
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find = func(obj any) map[string]any {
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switch obj := obj.(type) {
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case map[string]any:
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found := true
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valid := true
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// check if all keys in the object exist in the tool's parameters
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for key := range obj {
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if _, exists := tool.Function.Parameters.Properties[key]; !exists {
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found = false
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valid = false
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break
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}
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}
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if found {
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// check for required parameters
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// TODO (jmorganca): this should error instead of silently failing
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if valid {
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for _, required := range tool.Function.Parameters.Required {
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if _, exists := obj[required]; !exists {
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valid = false
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break
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}
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}
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}
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if valid {
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return obj
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}
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@ -52,7 +52,8 @@ func TestParser(t *testing.T) {
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Enum []any `json:"enum,omitempty"`
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} `json:"properties"`
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}{
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Type: "object",
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Type: "object",
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Required: []string{"city"},
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Properties: map[string]struct {
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Type api.PropertyType `json:"type"`
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Items any `json:"items,omitempty"`
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@ -159,8 +160,23 @@ func TestParser(t *testing.T) {
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calls: nil,
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},
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{
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name: "missing args",
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inputs: []string{`<tool_call>{"name": "get_conditions"}</tool_call>`},
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name: "empty args",
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inputs: []string{`<tool_call>{"name": "get_conditions", "arguments": {}}</tool_call>`},
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content: "",
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tmpl: qwen,
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calls: []api.ToolCall{
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{
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Function: api.ToolCallFunction{
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Index: 0,
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Name: "get_conditions",
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Arguments: api.ToolCallFunctionArguments{},
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},
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},
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},
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},
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{
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name: "missing required args",
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inputs: []string{`<tool_call>{"name": "get_temperature", "arguments": {}}</tool_call>`},
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content: "",
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tmpl: qwen,
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calls: nil,
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@ -259,9 +275,9 @@ func TestParser(t *testing.T) {
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},
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},
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{
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name: "qwen two tool calls one with no args",
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inputs: []string{`Let me check the weather. <tool_call>{"name": "say_hello"}</tool_call><tool_call>{"name": "get_conditions", "arguments": {"location": "Tokyo"}}`},
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content: "Let me check the weather. ",
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name: "empty args followed by args",
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inputs: []string{`Let me say hello and check the weather. <tool_call>{"name": "say_hello", "arguments": {}}</tool_call><tool_call>{"name": "get_temperature", "arguments": {"city": "London", "format": "fahrenheit"}}</tool_call>`},
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content: "Let me say hello and check the weather. ",
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tmpl: qwen,
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calls: []api.ToolCall{
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{
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@ -271,6 +287,31 @@ func TestParser(t *testing.T) {
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Arguments: api.ToolCallFunctionArguments{},
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},
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},
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{
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Function: api.ToolCallFunction{
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Index: 1,
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Name: "get_temperature",
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Arguments: api.ToolCallFunctionArguments{
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"city": "London",
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"format": "fahrenheit",
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},
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},
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},
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},
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},
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{
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name: "qwen empty followed by args",
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inputs: []string{`Let me check the weather. <tool_call>{"name": "get_conditions", "arguments": {}}</tool_call><tool_call>{"name": "get_conditions", "arguments": {"location": "Tokyo"}}`},
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content: "Let me check the weather. ",
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tmpl: qwen,
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calls: []api.ToolCall{
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{
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Function: api.ToolCallFunction{
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Index: 0,
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Name: "get_conditions",
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Arguments: api.ToolCallFunctionArguments{},
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},
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},
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{
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Function: api.ToolCallFunction{
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Index: 1,
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@ -1035,16 +1076,19 @@ func TestFindArguments(t *testing.T) {
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},
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tool: tool,
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},
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{
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name: "deepseek",
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buffer: []byte(`", "arguments": {"location": "Tokyo"}}</tool_call>`),
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want: map[string]any{
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"location": "Tokyo",
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},
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tool: tool,
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},
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}
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for _, tt := range tests {
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parser := &Parser{
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buffer: tt.buffer,
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tools: []api.Tool{tool, tool2},
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}
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t.Run(tt.name, func(t *testing.T) {
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got, _ := parser.findArguments(tool)
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got, _ := findArguments(tt.tool, tt.buffer)
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if diff := cmp.Diff(got, tt.want); diff != "" {
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t.Errorf("scanArguments() args mismatch (-got +want):\n%s", diff)
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