LocalAI/pkg/functions/parse_test.go
Ettore Di Giacinto c4186f13c3
feat(functions): support models with no grammar and no regex (#2315)
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
2024-05-14 00:32:32 +02:00

114 lines
3.7 KiB
Go

package functions_test
import (
. "github.com/go-skynet/LocalAI/pkg/functions"
. "github.com/onsi/ginkgo/v2"
. "github.com/onsi/gomega"
)
var _ = Describe("LocalAI function parse tests", func() {
var functionConfig FunctionsConfig
BeforeEach(func() {
// Default configuration setup
functionConfig = FunctionsConfig{
ParallelCalls: false,
NoGrammar: false,
ResponseRegex: `(?P<function>\w+)\s*\((?P<arguments>.*)\)`,
}
})
Context("when using grammars and single result expected", func() {
It("should parse the function name and arguments correctly", func() {
input := `{"function": "add", "arguments": {"x": 5, "y": 3}}`
functionConfig.ParallelCalls = false
functionConfig.NoGrammar = false
results := ParseFunctionCall(input, functionConfig)
Expect(results).To(HaveLen(1))
Expect(results[0].Name).To(Equal("add"))
Expect(results[0].Arguments).To(Equal(`{"x":5,"y":3}`))
})
})
Context("when not using grammars and regex is needed", func() {
It("should extract function name and arguments from the regex", func() {
input := `add({"x":5,"y":3})`
functionConfig.NoGrammar = true
results := ParseFunctionCall(input, functionConfig)
Expect(results).To(HaveLen(1))
Expect(results[0].Name).To(Equal("add"))
Expect(results[0].Arguments).To(Equal(`{"x":5,"y":3}`))
})
})
Context("when having invalid input", func() {
It("returns no results when there is no input", func() {
input := ""
functionConfig.NoGrammar = true
results := ParseFunctionCall(input, functionConfig)
Expect(results).To(HaveLen(0))
functionConfig.NoGrammar = false
results = ParseFunctionCall(input, functionConfig)
Expect(results).To(HaveLen(0))
})
It("returns no results when is invalid", func() {
input := "invalid input"
functionConfig.NoGrammar = true
results := ParseFunctionCall(input, functionConfig)
Expect(results).To(HaveLen(0))
functionConfig.NoGrammar = false
results = ParseFunctionCall(input, functionConfig)
Expect(results).To(HaveLen(0))
})
})
Context("when parallel calls are enabled", func() {
It("should handle multiple function calls", func() {
input := `[{"function": "add", "arguments": {"x": 5, "y": 3}}, {"function": "subtract", "arguments": {"x": 10, "y": 7}}]`
functionConfig.ParallelCalls = true
functionConfig.NoGrammar = false
results := ParseFunctionCall(input, functionConfig)
Expect(results).To(HaveLen(2))
Expect(results[0].Name).To(Equal("add"))
Expect(results[0].Arguments).To(Equal(`{"x":5,"y":3}`))
Expect(results[1].Name).To(Equal("subtract"))
Expect(results[1].Arguments).To(Equal(`{"x":10,"y":7}`))
})
})
Context("without grammars and without regex", func() {
It("should parse the function name and arguments correctly with the name key", func() {
input := `{"name": "add", "arguments": {"x": 5, "y": 3}}`
functionConfig.ParallelCalls = false
functionConfig.NoGrammar = false
functionConfig.ResponseRegex = ""
functionConfig.FunctionName = true
results := ParseFunctionCall(input, functionConfig)
Expect(results).To(HaveLen(1))
Expect(results[0].Name).To(Equal("add"))
Expect(results[0].Arguments).To(Equal(`{"x":5,"y":3}`))
})
It("should parse the function name and arguments correctly with the function key", func() {
input := `{"function": "add", "arguments": {"x": 5, "y": 3}}`
functionConfig.ParallelCalls = false
functionConfig.NoGrammar = false
functionConfig.ResponseRegex = ""
functionConfig.FunctionName = false
results := ParseFunctionCall(input, functionConfig)
Expect(results).To(HaveLen(1))
Expect(results[0].Name).To(Equal("add"))
Expect(results[0].Arguments).To(Equal(`{"x":5,"y":3}`))
})
})
})