ollama/parser/parser_test.go

package parser

import (
	"bytes"
	"crypto/sha256"
	"encoding/binary"
	"errors"
	"fmt"
	"io"
	"os"
	"strings"
	"testing"
	"unicode/utf16"

	"github.com/google/go-cmp/cmp"
	"github.com/stretchr/testify/assert"
	"github.com/stretchr/testify/require"
	"golang.org/x/text/encoding"
	"golang.org/x/text/encoding/unicode"

	"github.com/ollama/ollama/api"
	"github.com/ollama/ollama/fs/ggml"
)

func TestParseFileFile(t *testing.T) {
	input := `
FROM model1
ADAPTER adapter1
LICENSE MIT
PARAMETER param1 value1
PARAMETER param2 value2
TEMPLATE """{{ if .System }}<|start_header_id|>system<|end_header_id|>

{{ .System }}<|eot_id|>{{ end }}{{ if .Prompt }}<|start_header_id|>user<|end_header_id|>

{{ .Prompt }}<|eot_id|>{{ end }}<|start_header_id|>assistant<|end_header_id|>

{{ .Response }}<|eot_id|>"""    
`

	reader := strings.NewReader(input)

	modelfile, err := ParseFile(reader)
	require.NoError(t, err)

	expectedCommands := []Command{
		{Name: "model", Args: "model1"},
		{Name: "adapter", Args: "adapter1"},
		{Name: "license", Args: "MIT"},
		{Name: "param1", Args: "value1"},
		{Name: "param2", Args: "value2"},
		{Name: "template", Args: "{{ if .System }}<|start_header_id|>system<|end_header_id|>\n\n{{ .System }}<|eot_id|>{{ end }}{{ if .Prompt }}<|start_header_id|>user<|end_header_id|>\n\n{{ .Prompt }}<|eot_id|>{{ end }}<|start_header_id|>assistant<|end_header_id|>\n\n{{ .Response }}<|eot_id|>"},
	}

	assert.Equal(t, expectedCommands, modelfile.Commands)
}

func TestParseFileTrimSpace(t *testing.T) {
	input := `
FROM "     model 1"
ADAPTER      adapter3
LICENSE "MIT       "
PARAMETER param1        value1
PARAMETER param2    value2
TEMPLATE """   {{ if .System }}<|start_header_id|>system<|end_header_id|>

{{ .System }}<|eot_id|>{{ end }}{{ if .Prompt }}<|start_header_id|>user<|end_header_id|>

{{ .Prompt }}<|eot_id|>{{ end }}<|start_header_id|>assistant<|end_header_id|>

{{ .Response }}<|eot_id|>   """    
`

	reader := strings.NewReader(input)

	modelfile, err := ParseFile(reader)
	require.NoError(t, err)

	expectedCommands := []Command{
		{Name: "model", Args: "     model 1"},
		{Name: "adapter", Args: "adapter3"},
		{Name: "license", Args: "MIT       "},
		{Name: "param1", Args: "value1"},
		{Name: "param2", Args: "value2"},
		{Name: "template", Args: "   {{ if .System }}<|start_header_id|>system<|end_header_id|>\n\n{{ .System }}<|eot_id|>{{ end }}{{ if .Prompt }}<|start_header_id|>user<|end_header_id|>\n\n{{ .Prompt }}<|eot_id|>{{ end }}<|start_header_id|>assistant<|end_header_id|>\n\n{{ .Response }}<|eot_id|>   "},
	}

	assert.Equal(t, expectedCommands, modelfile.Commands)
}

func TestParseFileFrom(t *testing.T) {
	cases := []struct {
		input    string
		expected []Command
		err      error
	}{
		{
			"FROM \"FOO  BAR  \"",
			[]Command{{Name: "model", Args: "FOO  BAR  "}},
			nil,
		},
		{
			"FROM \"FOO BAR\"\nPARAMETER param1 value1",
			[]Command{{Name: "model", Args: "FOO BAR"}, {Name: "param1", Args: "value1"}},
			nil,
		},
		{
			"FROM     FOOO BAR    ",
			[]Command{{Name: "model", Args: "FOOO BAR"}},
			nil,
		},
		{
			"FROM /what/is/the path ",
			[]Command{{Name: "model", Args: "/what/is/the path"}},
			nil,
		},
		{
			"FROM foo",
			[]Command{{Name: "model", Args: "foo"}},
			nil,
		},
		{
			"FROM /path/to/model",
			[]Command{{Name: "model", Args: "/path/to/model"}},
			nil,
		},
		{
			"FROM /path/to/model/fp16.bin",
			[]Command{{Name: "model", Args: "/path/to/model/fp16.bin"}},
			nil,
		},
		{
			"FROM llama3:latest",
			[]Command{{Name: "model", Args: "llama3:latest"}},
			nil,
		},
		{
			"FROM llama3:7b-instruct-q4_K_M",
			[]Command{{Name: "model", Args: "llama3:7b-instruct-q4_K_M"}},
			nil,
		},
		{
			"", nil, errMissingFrom,
		},
		{
			"PARAMETER param1 value1",
			nil,
			errMissingFrom,
		},
		{
			"PARAMETER param1 value1\nFROM foo",
			[]Command{{Name: "param1", Args: "value1"}, {Name: "model", Args: "foo"}},
			nil,
		},
		{
			"PARAMETER what the \nFROM lemons make lemonade ",
			[]Command{{Name: "what", Args: "the"}, {Name: "model", Args: "lemons make lemonade"}},
			nil,
		},
	}

	for _, c := range cases {
		t.Run("", func(t *testing.T) {
			modelfile, err := ParseFile(strings.NewReader(c.input))
			require.ErrorIs(t, err, c.err)
			if modelfile != nil {
				assert.Equal(t, c.expected, modelfile.Commands)
			}
		})
	}
}

func TestParseFileParametersMissingValue(t *testing.T) {
	input := `
FROM foo
PARAMETER param1
`

	reader := strings.NewReader(input)

	_, err := ParseFile(reader)
	require.ErrorIs(t, err, io.ErrUnexpectedEOF)
}

func TestParseFileBadCommand(t *testing.T) {
	input := `
FROM foo
BADCOMMAND param1 value1
`
	parserError := &ParserError{
		LineNumber: 3,
		Msg:        errInvalidCommand.Error(),
	}

	_, err := ParseFile(strings.NewReader(input))
	if !errors.As(err, &parserError) {
		t.Errorf("unexpected error: expected: %s, actual: %s", parserError.Error(), err.Error())
	}
}

func TestParseFileMessages(t *testing.T) {
	cases := []struct {
		input    string
		expected []Command
		err      error
	}{
		{
			`
FROM foo
MESSAGE system You are a file parser. Always parse things.
`,
			[]Command{
				{Name: "model", Args: "foo"},
				{Name: "message", Args: "system: You are a file parser. Always parse things."},
			},
			nil,
		},
		{
			`
FROM foo
MESSAGE system You are a file parser. Always parse things.`,
			[]Command{
				{Name: "model", Args: "foo"},
				{Name: "message", Args: "system: You are a file parser. Always parse things."},
			},
			nil,
		},
		{
			`
FROM foo
MESSAGE system You are a file parser. Always parse things.
MESSAGE user Hey there!
MESSAGE assistant Hello, I want to parse all the things!
`,
			[]Command{
				{Name: "model", Args: "foo"},
				{Name: "message", Args: "system: You are a file parser. Always parse things."},
				{Name: "message", Args: "user: Hey there!"},
				{Name: "message", Args: "assistant: Hello, I want to parse all the things!"},
			},
			nil,
		},
		{
			`
FROM foo
MESSAGE system """
You are a multiline file parser. Always parse things.
"""
			`,
			[]Command{
				{Name: "model", Args: "foo"},
				{Name: "message", Args: "system: \nYou are a multiline file parser. Always parse things.\n"},
			},
			nil,
		},
		{
			`
FROM foo
MESSAGE somerandomrole I'm ok with you adding any role message now!
`,
			[]Command{
				{Name: "model", Args: "foo"},
				{Name: "message", Args: "somerandomrole: I'm ok with you adding any role message now!"},
			},
			nil,
		},
		{
			`
FROM foo
MESSAGE system
`,
			nil,
			io.ErrUnexpectedEOF,
		},
		{
			`
FROM foo
MESSAGE system`,
			nil,
			io.ErrUnexpectedEOF,
		},
	}

	for _, tt := range cases {
		t.Run("", func(t *testing.T) {
			modelfile, err := ParseFile(strings.NewReader(tt.input))

			if modelfile != nil {
				assert.Equal(t, tt.expected, modelfile.Commands)
			}

			if tt.err == nil {
				if err != nil {
					t.Fatalf("expected no error, but got %v", err)
				}
				return
			}

			switch tt.err.(type) {
			case *ParserError:
				var pErr *ParserError
				if errors.As(err, &pErr) {
					// got the correct type of error
					return
				}
			}

			if errors.Is(err, tt.err) {
				return
			}

			t.Fatalf("unexpected error: expected: %v, actual: %v", tt.err, err)
		})
	}
}

func TestParseFileQuoted(t *testing.T) {
	cases := []struct {
		multiline string
		expected  []Command
		err       error
	}{
		{
			`
FROM foo
SYSTEM """
This is a
multiline system.
"""
			`,
			[]Command{
				{Name: "model", Args: "foo"},
				{Name: "system", Args: "\nThis is a\nmultiline system.\n"},
			},
			nil,
		},
		{
			`
FROM foo
SYSTEM """
This is a
multiline system."""
			`,
			[]Command{
				{Name: "model", Args: "foo"},
				{Name: "system", Args: "\nThis is a\nmultiline system."},
			},
			nil,
		},
		{
			`
FROM foo
SYSTEM """This is a
multiline system."""
			`,
			[]Command{
				{Name: "model", Args: "foo"},
				{Name: "system", Args: "This is a\nmultiline system."},
			},
			nil,
		},
		{
			`
FROM foo
SYSTEM """This is a multiline system."""
			`,
			[]Command{
				{Name: "model", Args: "foo"},
				{Name: "system", Args: "This is a multiline system."},
			},
			nil,
		},
		{
			`
FROM foo
SYSTEM """This is a multiline system.""
			`,
			nil,
			io.ErrUnexpectedEOF,
		},
		{
			`
FROM foo
SYSTEM "
			`,
			nil,
			io.ErrUnexpectedEOF,
		},
		{
			`
FROM foo
SYSTEM """
This is a multiline system with "quotes".
"""
`,
			[]Command{
				{Name: "model", Args: "foo"},
				{Name: "system", Args: "\nThis is a multiline system with \"quotes\".\n"},
			},
			nil,
		},
		{
			`
FROM foo
SYSTEM """"""
`,
			[]Command{
				{Name: "model", Args: "foo"},
				{Name: "system", Args: ""},
			},
			nil,
		},
		{
			`
FROM foo
SYSTEM ""
`,
			[]Command{
				{Name: "model", Args: "foo"},
				{Name: "system", Args: ""},
			},
			nil,
		},
		{
			`
FROM foo
SYSTEM "'"
`,
			[]Command{
				{Name: "model", Args: "foo"},
				{Name: "system", Args: "'"},
			},
			nil,
		},
		{
			`
FROM foo
SYSTEM """''"'""'""'"'''''""'""'"""
`,
			[]Command{
				{Name: "model", Args: "foo"},
				{Name: "system", Args: `''"'""'""'"'''''""'""'`},
			},
			nil,
		},
		{
			`
FROM foo
TEMPLATE """
{{ .Prompt }}
"""`,
			[]Command{
				{Name: "model", Args: "foo"},
				{Name: "template", Args: "\n{{ .Prompt }}\n"},
			},
			nil,
		},
	}

	for _, c := range cases {
		t.Run("", func(t *testing.T) {
			modelfile, err := ParseFile(strings.NewReader(c.multiline))
			require.ErrorIs(t, err, c.err)
			if modelfile != nil {
				assert.Equal(t, c.expected, modelfile.Commands)
			}
		})
	}
}

func TestParseFileParameters(t *testing.T) {
	cases := map[string]struct {
		name, value string
	}{
		"numa true":                    {"numa", "true"},
		"num_ctx 1":                    {"num_ctx", "1"},
		"num_batch 1":                  {"num_batch", "1"},
		"num_gqa 1":                    {"num_gqa", "1"},
		"num_gpu 1":                    {"num_gpu", "1"},
		"main_gpu 1":                   {"main_gpu", "1"},
		"low_vram true":                {"low_vram", "true"},
		"logits_all true":              {"logits_all", "true"},
		"vocab_only true":              {"vocab_only", "true"},
		"use_mmap true":                {"use_mmap", "true"},
		"use_mlock true":               {"use_mlock", "true"},
		"num_thread 1":                 {"num_thread", "1"},
		"num_keep 1":                   {"num_keep", "1"},
		"seed 1":                       {"seed", "1"},
		"num_predict 1":                {"num_predict", "1"},
		"top_k 1":                      {"top_k", "1"},
		"top_p 1.0":                    {"top_p", "1.0"},
		"min_p 0.05":                   {"min_p", "0.05"},
		"typical_p 1.0":                {"typical_p", "1.0"},
		"repeat_last_n 1":              {"repeat_last_n", "1"},
		"temperature 1.0":              {"temperature", "1.0"},
		"repeat_penalty 1.0":           {"repeat_penalty", "1.0"},
		"presence_penalty 1.0":         {"presence_penalty", "1.0"},
		"frequency_penalty 1.0":        {"frequency_penalty", "1.0"},
		"mirostat 1":                   {"mirostat", "1"},
		"mirostat_tau 1.0":             {"mirostat_tau", "1.0"},
		"mirostat_eta 1.0":             {"mirostat_eta", "1.0"},
		"penalize_newline true":        {"penalize_newline", "true"},
		"stop ### User:":               {"stop", "### User:"},
		"stop ### User: ":              {"stop", "### User:"},
		"stop \"### User:\"":           {"stop", "### User:"},
		"stop \"### User: \"":          {"stop", "### User: "},
		"stop \"\"\"### User:\"\"\"":   {"stop", "### User:"},
		"stop \"\"\"### User:\n\"\"\"": {"stop", "### User:\n"},
		"stop <|endoftext|>":           {"stop", "<|endoftext|>"},
		"stop <|eot_id|>":              {"stop", "<|eot_id|>"},
		"stop </s>":                    {"stop", "</s>"},
	}

	for k, v := range cases {
		t.Run(k, func(t *testing.T) {
			var b bytes.Buffer
			fmt.Fprintln(&b, "FROM foo")
			fmt.Fprintln(&b, "PARAMETER", k)
			modelfile, err := ParseFile(&b)
			require.NoError(t, err)

			assert.Equal(t, []Command{
				{Name: "model", Args: "foo"},
				{Name: v.name, Args: v.value},
			}, modelfile.Commands)
		})
	}
}

func TestParseFileComments(t *testing.T) {
	cases := []struct {
		input    string
		expected []Command
	}{
		{
			`
# comment
FROM foo
	`,
			[]Command{
				{Name: "model", Args: "foo"},
			},
		},
	}

	for _, c := range cases {
		t.Run("", func(t *testing.T) {
			modelfile, err := ParseFile(strings.NewReader(c.input))
			require.NoError(t, err)
			assert.Equal(t, c.expected, modelfile.Commands)
		})
	}
}

func TestParseFileFormatParseFile(t *testing.T) {
	cases := []string{
		`
FROM foo
ADAPTER adapter1
LICENSE MIT
PARAMETER param1 value1
PARAMETER param2 value2
TEMPLATE template1
MESSAGE system You are a file parser. Always parse things.
MESSAGE user Hey there!
MESSAGE assistant Hello, I want to parse all the things!
`,
		`
FROM foo
ADAPTER adapter1
LICENSE MIT
PARAMETER param1 value1
PARAMETER param2 value2
TEMPLATE template1
MESSAGE system """
You are a store greeter. Always respond with "Hello!".
"""
MESSAGE user Hey there!
MESSAGE assistant Hello, I want to parse all the things!
`,
		`
FROM foo
ADAPTER adapter1
LICENSE """
Very long and boring legal text.
Blah blah blah.
"Oh look, a quote!"
"""

PARAMETER param1 value1
PARAMETER param2 value2
TEMPLATE template1
MESSAGE system """
You are a store greeter. Always respond with "Hello!".
"""
MESSAGE user Hey there!
MESSAGE assistant Hello, I want to parse all the things!
`,
		`
FROM foo
SYSTEM ""
`,
	}

	for _, c := range cases {
		t.Run("", func(t *testing.T) {
			modelfile, err := ParseFile(strings.NewReader(c))
			require.NoError(t, err)

			modelfile2, err := ParseFile(strings.NewReader(modelfile.String()))
			require.NoError(t, err)

			assert.Equal(t, modelfile, modelfile2)
		})
	}
}

func TestParseFileUTF16ParseFile(t *testing.T) {
	data := `FROM bob
PARAMETER param1 1
PARAMETER param2 4096
SYSTEM You are a utf16 file.
`

	expected := []Command{
		{Name: "model", Args: "bob"},
		{Name: "param1", Args: "1"},
		{Name: "param2", Args: "4096"},
		{Name: "system", Args: "You are a utf16 file."},
	}

	t.Run("le", func(t *testing.T) {
		var b bytes.Buffer
		require.NoError(t, binary.Write(&b, binary.LittleEndian, []byte{0xff, 0xfe}))
		require.NoError(t, binary.Write(&b, binary.LittleEndian, utf16.Encode([]rune(data))))

		actual, err := ParseFile(&b)
		require.NoError(t, err)

		assert.Equal(t, expected, actual.Commands)
	})

	t.Run("be", func(t *testing.T) {
		var b bytes.Buffer
		require.NoError(t, binary.Write(&b, binary.BigEndian, []byte{0xfe, 0xff}))
		require.NoError(t, binary.Write(&b, binary.BigEndian, utf16.Encode([]rune(data))))

		actual, err := ParseFile(&b)
		require.NoError(t, err)
		assert.Equal(t, expected, actual.Commands)
	})
}

func TestParseMultiByte(t *testing.T) {
	input := `FROM test
	SYSTEM 你好👋`

	expect := []Command{
		{Name: "model", Args: "test"},
		{Name: "system", Args: "你好👋"},
	}

	encodings := []encoding.Encoding{
		unicode.UTF8,
		unicode.UTF16(unicode.LittleEndian, unicode.UseBOM),
		unicode.UTF16(unicode.BigEndian, unicode.UseBOM),
	}

	for _, encoding := range encodings {
		t.Run(fmt.Sprintf("%s", encoding), func(t *testing.T) {
			s, err := encoding.NewEncoder().String(input)
			require.NoError(t, err)

			actual, err := ParseFile(strings.NewReader(s))
			require.NoError(t, err)

			assert.Equal(t, expect, actual.Commands)
		})
	}
}

func TestCreateRequest(t *testing.T) {
	cases := []struct {
		input    string
		expected *api.CreateRequest
	}{
		{
			`FROM test`,
			&api.CreateRequest{From: "test"},
		},
		{
			`FROM test
TEMPLATE some template
`,
			&api.CreateRequest{
				From:     "test",
				Template: "some template",
			},
		},
		{
			`FROM test
LICENSE single license
PARAMETER temperature 0.5
MESSAGE user Hello
`,
			&api.CreateRequest{
				From:       "test",
				License:    []string{"single license"},
				Parameters: map[string]any{"temperature": float32(0.5)},
				Messages: []api.Message{
					{Role: "user", Content: "Hello"},
				},
			},
		},
		{
			`FROM test
PARAMETER temperature 0.5
PARAMETER top_k 1
SYSTEM You are a bot.
LICENSE license1
LICENSE license2
MESSAGE user Hello there!
MESSAGE assistant Hi! How are you?
`,
			&api.CreateRequest{
				From:       "test",
				License:    []string{"license1", "license2"},
				System:     "You are a bot.",
				Parameters: map[string]any{"temperature": float32(0.5), "top_k": int64(1)},
				Messages: []api.Message{
					{Role: "user", Content: "Hello there!"},
					{Role: "assistant", Content: "Hi! How are you?"},
				},
			},
		},
	}

	for _, c := range cases {
		s, err := unicode.UTF8.NewEncoder().String(c.input)
		if err != nil {
			t.Fatal(err)
		}

		p, err := ParseFile(strings.NewReader(s))
		if err != nil {
			t.Error(err)
		}

		actual, err := p.CreateRequest("")
		if err != nil {
			t.Error(err)
		}

		if diff := cmp.Diff(actual, c.expected); diff != "" {
			t.Errorf("mismatch (-got +want):\n%s", diff)
		}
	}
}

func getSHA256Digest(t *testing.T, r io.Reader) (string, int64) {
	t.Helper()

	h := sha256.New()
	n, err := io.Copy(h, r)
	if err != nil {
		t.Fatal(err)
	}

	return fmt.Sprintf("sha256:%x", h.Sum(nil)), n
}

func createBinFile(t *testing.T, kv map[string]any, ti []ggml.Tensor) (string, string) {
	t.Helper()

	f, err := os.CreateTemp(t.TempDir(), "testbin.*.gguf")
	if err != nil {
		t.Fatal(err)
	}
	defer f.Close()

	if err := ggml.WriteGGUF(f, kv, ti); err != nil {
		t.Fatal(err)
	}
	// Calculate sha256 of file
	if _, err := f.Seek(0, 0); err != nil {
		t.Fatal(err)
	}

	digest, _ := getSHA256Digest(t, f)

	return f.Name(), digest
}

func TestCreateRequestFiles(t *testing.T) {
	n1, d1 := createBinFile(t, nil, nil)
	n2, d2 := createBinFile(t, map[string]any{"foo": "bar"}, nil)

	cases := []struct {
		input    string
		expected *api.CreateRequest
	}{
		{
			fmt.Sprintf("FROM %s", n1),
			&api.CreateRequest{Files: map[string]string{n1: d1}},
		},
		{
			fmt.Sprintf("FROM %s\nFROM %s", n1, n2),
			&api.CreateRequest{Files: map[string]string{n1: d1, n2: d2}},
		},
	}

	for _, c := range cases {
		s, err := unicode.UTF8.NewEncoder().String(c.input)
		if err != nil {
			t.Fatal(err)
		}

		p, err := ParseFile(strings.NewReader(s))
		if err != nil {
			t.Error(err)
		}

		actual, err := p.CreateRequest("")
		if err != nil {
			t.Error(err)
		}

		if diff := cmp.Diff(actual, c.expected); diff != "" {
			t.Errorf("mismatch (-got +want):\n%s", diff)
		}
	}
}