From e68ba937b74fdbfe1b238c84c5ab504e35e9097e Mon Sep 17 00:00:00 2001 From: cpegeric Date: Mon, 4 Nov 2024 17:43:34 +0000 Subject: [PATCH 1/5] add olllama and wikidump wasm --- plugin/go.mod | 10 +- plugin/go.sum | 10 +- plugin/ollama/Makefile | 5 + plugin/ollama/README.md | 63 ++++++++ plugin/ollama/main.go | 284 ++++++++++++++++++++++++++++++++++ plugin/ollama/ollama.wasm | Bin 0 -> 228319 bytes plugin/wikidump/Makefile | 5 + plugin/wikidump/README.md | 51 ++++++ plugin/wikidump/main.go | 218 ++++++++++++++++++++++++++ plugin/wikidump/wikidump.wasm | Bin 0 -> 286467 bytes 10 files changed, 632 insertions(+), 14 deletions(-) create mode 100644 plugin/ollama/Makefile create mode 100644 plugin/ollama/README.md create mode 100644 plugin/ollama/main.go create mode 100644 plugin/ollama/ollama.wasm create mode 100644 plugin/wikidump/Makefile create mode 100644 plugin/wikidump/README.md create mode 100644 plugin/wikidump/main.go create mode 100644 plugin/wikidump/wikidump.wasm diff --git a/plugin/go.mod b/plugin/go.mod index 94fca34..4a44d56 100644 --- a/plugin/go.mod +++ b/plugin/go.mod @@ -4,11 +4,9 @@ go 1.22.2 toolchain go1.22.5 -require github.com/extism/go-pdk v1.0.2 - require ( - filippo.io/edwards25519 v1.1.0 // indirect - github.com/eliben/go-sudoku v0.0.0-20240410134957-a27844886aa9 // indirect - github.com/go-sql-driver/mysql v1.8.1 // indirect - golang.org/x/exp v0.0.0-20240409090435-93d18d7e34b8 // indirect + github.com/eliben/go-sudoku v0.0.0-20240410134957-a27844886aa9 + github.com/extism/go-pdk v1.1.0 ) + +require golang.org/x/exp v0.0.0-20240409090435-93d18d7e34b8 // indirect diff --git a/plugin/go.sum b/plugin/go.sum index ce93bcb..42a8c1d 100644 --- a/plugin/go.sum +++ b/plugin/go.sum @@ -1,12 +1,6 @@ -filippo.io/edwards25519 v1.1.0 h1:FNf4tywRC1HmFuKW5xopWpigGjJKiJSV0Cqo0cJWDaA= -filippo.io/edwards25519 v1.1.0/go.mod h1:BxyFTGdWcka3PhytdK4V28tE5sGfRvvvRV7EaN4VDT4= github.com/eliben/go-sudoku v0.0.0-20240410134957-a27844886aa9 h1:xaMzNcUVx015OIBRfcnRFTHnIGIElswoDZj9m31q4UM= github.com/eliben/go-sudoku v0.0.0-20240410134957-a27844886aa9/go.mod h1:yTMJtYP8fpTUBEYklCGPE+T2KZHhhzrwWqSuZjCZT6k= -github.com/extism/go-pdk v1.0.2 h1:UB7oTW3tw2zoMlsUdBEDAAbhQg9OudzgNeyCwQYZ730= -github.com/extism/go-pdk v1.0.2/go.mod h1:Gz+LIU/YCKnKXhgge8yo5Yu1F/lbv7KtKFkiCSzW/P4= -github.com/go-mysql-org/go-mysql v1.8.0 h1:bN+/Q5yyQXQOAabXPkI3GZX43w4Tsj2DIthjC9i6CkQ= -github.com/go-mysql-org/go-mysql v1.8.0/go.mod h1:kwbF156Z9Sy8amP3E1SZp7/s/0PuJj/xKaOWToQiq0Y= -github.com/go-sql-driver/mysql v1.8.1 h1:LedoTUt/eveggdHS9qUFC1EFSa8bU2+1pZjSRpvNJ1Y= -github.com/go-sql-driver/mysql v1.8.1/go.mod h1:wEBSXgmK//2ZFJyE+qWnIsVGmvmEKlqwuVSjsCm7DZg= +github.com/extism/go-pdk v1.1.0 h1:K2On6XOERxrYdsgu0uLzCxeu/FYRHE8jId/hdEVSYoY= +github.com/extism/go-pdk v1.1.0/go.mod h1:Gz+LIU/YCKnKXhgge8yo5Yu1F/lbv7KtKFkiCSzW/P4= golang.org/x/exp v0.0.0-20240409090435-93d18d7e34b8 h1:ESSUROHIBHg7USnszlcdmjBEwdMj9VUvU+OPk4yl2mc= golang.org/x/exp v0.0.0-20240409090435-93d18d7e34b8/go.mod h1:/lliqkxwWAhPjf5oSOIJup2XcqJaw8RGS6k3TGEc7GI= diff --git a/plugin/ollama/Makefile b/plugin/ollama/Makefile new file mode 100644 index 0000000..e06bc49 --- /dev/null +++ b/plugin/ollama/Makefile @@ -0,0 +1,5 @@ +ollama.wasm: + tinygo build -o ollama.wasm -no-debug -panic=trap -scheduler=none -target wasi main.go + +clean: + rm ollama.wasm diff --git a/plugin/ollama/README.md b/plugin/ollama/README.md new file mode 100644 index 0000000..7892265 --- /dev/null +++ b/plugin/ollama/README.md @@ -0,0 +1,63 @@ +# Ollama Client in Web Assembly + +We have implemented three export functions such as 'chunk', 'embed' and 'generate'. + +1. 'chunk' function to cut the text into multiple chunks +``` +Configuration parameters: +1. chunk_size = size of the chunk, default 1024 +2. chunk_overlap, number of byte overlapping, default 20 + +Input: +string of text input + +Output: +JSON Array of chunks +``` + +2. 'embed' function to convert text into chunks of (embedding, chunk_text) pair. +``` +Configuration parameters: +1. model, model name such as llama3.2 +2. chunk_size = size of the chunk, default 1024 +3. chunk_overlap, number of byte overlapping, default 20 +4. address, address of the ollama host, default is http://localhost:11434. + +Input: +input text in string format + +Output: +JSON Array of Chunk with text and embedding. i.e. [{"chunk":"chunk text 1", "embedding":[1,2....]},...] +``` + + +3. 'generate' function to generate result from prompt. + +``` +Configuration parameters: +1. model, model name such as llama3.2 +2. address, address of the ollama host, default is http://localhost:11434. + +Input: +prompt in string format + +Output: +JSON Array of generated text +``` + + +## Integration with MatrixOne Database + +``` +mysql> create table chunk(t varchar, e vecf32(3072)); + +mysql> insert into chunk select json_unquote(json_extract(result, "$.chunk")), json_unquote(json_extract(result, "$.embedding")) from +moplugin_table('https://github.com/matrixone/mojo/raw/main/plugin/ollama/ollama.wasm', 'embed', '{"model":"llama3.2"}', 'where is great wall?') as f; + +mysql> select * from moplugin_table('https://github.com/matrixone/mojo/raw/main/plugin/ollama/ollama.wasm', 'generate', '{"model":"llama3.2"}', 'where is great + wall?') as f; +| "The Great Wall of China is located in China, specifically along the northern border of the country. It stretches across several provinces and municipalities, including:\\n\\n1. Beijing Municipality (where the most famous and well-preserved sections are)\\n2. Tianjin Municipality\\n3. Hebei Province\\n4. Shanxi Province\\n5. Inner Mongolia Autonomous Region\\n\\nThe wall follows the mountain ranges of the northern China, winding its way through valleys and plains, and covers a total length of approximately 13,171 miles (21,196 km). It was built over several centuries to protect the Chinese Empire from invasions by nomadic tribes.\\n\\nSome popular locations to visit the Great Wall include:\\n\\n* Badaling Great Wall (near Beijing)\\n* Mutianyu Great Wall (also near Beijing)\\n* Jinshanling Great Wall (in Hebei Province)\\n* Simatai Great Wall (also in Hebei Province)\\n\\nIt's worth noting that while the wall is a UNESCO World Heritage Site and one of China's most famous landmarks, many sections have been destroyed or damaged over time due to natural erosion, human activities, or wars." | +1 row in set (3.85 sec) + + +``` diff --git a/plugin/ollama/main.go b/plugin/ollama/main.go new file mode 100644 index 0000000..12e1dce --- /dev/null +++ b/plugin/ollama/main.go @@ -0,0 +1,284 @@ +package main + +import ( + "encoding/json" + "errors" + "fmt" + "net/url" + "strconv" + + "github.com/extism/go-pdk" +) + +type EmbeddingRequest struct { + Model string `json:"model"` + Input []string `json:"input"` +} + +type EmbeddingResponse struct { + Model string `json:"model"` + Embeddings [][]float32 `json:"embeddings"` + TotalDuration int64 `json:"total_duration"` + LoadDuration int64 `json:"load_duration"` + PromptEvalCount int `json:"prompt_eval_count"` +} + +type EmbeddingResult struct { + Chunk string `json:"chunk"` + Embedding []float32 `json:"embedding"` +} + +type GenerateRequest struct { + Model string `json:"model"` + Prompt string `json:"prompt"` + Stream bool `json:"stream"` +} + +type GenerateResponse struct { + Model string `json:"model"` + Response string `json:"response"` + Done bool `json:"done"` +} + +type ChunkIterator struct { + chunk_size int + chunk_overlap int + data []byte +} + +func (c ChunkIterator) Chunks(yield func([]byte) bool) { + length := len(c.data) + + next_offset := 0 + for offset := 0; offset < length; offset = next_offset { + avail := length - offset + csize := 0 + if c.chunk_size >= avail { + csize = avail + next_offset = offset + csize + } else { + csize = c.chunk_size + next_offset = offset + csize - c.chunk_overlap + } + + if !yield(c.data[offset : offset+csize]) { + return + } + } +} + +//export chunk +func chunk() int32 { + + var err error + chunk_size := 1024 + chunk_size_str, ok := pdk.GetConfig("chunk_size") + if ok { + chunk_size, err = strconv.Atoi(chunk_size_str) + if err != nil { + pdk.SetError(err) + return 1 + } + } + + chunk_overlap := 20 + chunk_overlap_str, ok := pdk.GetConfig("chunk_overlap") + if ok { + chunk_overlap, err = strconv.Atoi(chunk_overlap_str) + if err != nil { + pdk.SetError(err) + return 2 + } + } + + if chunk_overlap >= chunk_size { + pdk.SetError(errors.New("chunk_size must be larger than chunk_overlap")) + return 2 + } + + data := pdk.Input() + iter := ChunkIterator{chunk_size, chunk_overlap, data} + + var result []string + for c := range iter.Chunks { + result = append(result, string(c)) + } + + bytes, err := json.Marshal(result) + if err != nil { + pdk.SetError(err) + return 3 + } + pdk.Output(bytes) + return 0 +} + +func getApiUrl(apiURI string) (*url.URL, error) { + address, ok := pdk.GetConfig("address") + var u string + var err error + if ok { + u, err = url.JoinPath(address, apiURI) + if err != nil { + return nil, err + } + } else { + u, err = url.JoinPath("http://localhost:11434", apiURI) + if err != nil { + return nil, err + } + } + + return url.Parse(u) +} + +//export embed +func embed() int32 { + + apiURI := "/api/embed" + u, err := getApiUrl(apiURI) + if err != nil { + pdk.SetError(err) + return 1 + } + + chunk_size := 1024 + chunk_size_str, ok := pdk.GetConfig("chunk_size") + if ok { + chunk_size, err = strconv.Atoi(chunk_size_str) + if err != nil { + pdk.SetError(err) + return 2 + } + } + + chunk_overlap := 20 + chunk_overlap_str, ok := pdk.GetConfig("chunk_overlap") + if ok { + chunk_overlap, err = strconv.Atoi(chunk_overlap_str) + if err != nil { + pdk.SetError(err) + return 3 + } + } + if chunk_overlap >= chunk_size { + pdk.SetError(errors.New("chunk_size must be larger than chunk_overlap")) + return 2 + } + + model, ok := pdk.GetConfig("model") + if !ok { + pdk.SetError(errors.New("model not found in config")) + return 4 + } + + data := pdk.Input() + + iter := ChunkIterator{chunk_size, chunk_overlap, data} + var input []string + for t := range iter.Chunks { + input = append(input, string(t)) + } + + embedreq := EmbeddingRequest{Model: model, Input: input} + payload, err := json.Marshal(embedreq) + if err != nil { + pdk.SetError(err) + return 5 + } + + // create an HTTP Request (without relying on WASI), set headers as needed + req := pdk.NewHTTPRequest(pdk.MethodPost, u.String()) + req.SetHeader("Content-Type", "application/json") + req.SetBody(payload) + // send the request, get response back (can check status on response via res.Status()) + res := req.Send() + if res.Status() != 200 { + pdk.SetError(errors.New(fmt.Sprintf("HTTP NOT OK (%d)", res.Status()))) + return 6 + } + + var e EmbeddingResponse + err = json.Unmarshal(res.Body(), &e) + if err != nil { + pdk.SetError(err) + return 7 + } + + if len(input) != len(e.Embeddings) { + pdk.SetError(errors.New("embed: generated embedding size not match (#input != #embedding)")) + return 8 + } + + result := make([]EmbeddingResult, len(input)) + for i, chunk_text := range input { + result[i] = EmbeddingResult{chunk_text, e.Embeddings[i]} + } + + bytes, err := json.Marshal(result) + if err != nil { + pdk.SetError(err) + return 3 + } + + pdk.Output(bytes) + + return 0 +} + +//export generate +func generate() int32 { + apiURI := "/api/generate" + u, err := getApiUrl(apiURI) + if err != nil { + pdk.SetError(err) + return 1 + } + + model, ok := pdk.GetConfig("model") + if !ok { + pdk.SetError(errors.New("model not found in config")) + return 2 + } + + prompt := pdk.InputString() + genreq := GenerateRequest{Model: model, Prompt: prompt, Stream: false} + + payload, err := json.Marshal(genreq) + if err != nil { + pdk.SetError(err) + return 3 + } + + // create an HTTP Request (without relying on WASI), set headers as needed + req := pdk.NewHTTPRequest(pdk.MethodPost, u.String()) + req.SetHeader("Content-Type", "application/json") + req.SetBody(payload) + // send the request, get response back (can check status on response via res.Status()) + res := req.Send() + if res.Status() != 200 { + pdk.SetError(errors.New(fmt.Sprintf("HTTP NOT OK (%d)", res.Status()))) + return int32(res.Status()) + } + + var g GenerateResponse + err = json.Unmarshal(res.Body(), &g) + if err != nil { + pdk.SetError(err) + return 4 + } + + output := []string{g.Response} + bytes, err := json.Marshal(output) + if err != nil { + pdk.SetError(err) + return 5 + } + + pdk.Output(bytes) + + return 0 + +} + +func main() {} diff --git a/plugin/ollama/ollama.wasm b/plugin/ollama/ollama.wasm new file mode 100644 index 0000000000000000000000000000000000000000..4d1c630b12235d6550db46f3536431680f1f8cb1 GIT binary patch literal 228319 zcmb@v51d`cRp)tc-TVIado4ZLZMp4M;`?5dq#a8{0V4}xa979rXW6mI_``UD!7{Ok 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file mode 100644 index 0000000..38b3fc4 --- /dev/null +++ b/plugin/wikidump/README.md @@ -0,0 +1,51 @@ +# Wikidump in Web Assembly + +## Two functions are implemented for wikidump files. + +1. To extract the offset and size of each bzip2 data chunks. + +``` +Function Name: 'get_index' +Input: The content of the bzip2 index file in []byte +Return: JSON array with Object {"offset": offset, "size": size} +``` + +2. To get all pages in bzip2 data chunk + +``` +Function Name: 'get_pages' +Input: Single bzip2 data chunk of the multi-stream wikidump file in []byte +Return: JSON array with pages found in wikidump except redirected pages +``` + +## To integrate with MatrixOne Database, + +Just run the following SQL, + +``` + +mysql> create stage mystage URL='file:///tmp/'; + +mysql> select * from wasm_run_table('https://github.com/matrixone/mojo/raw/main/plugin/wikidump/wikidump.wasm', 'get_index', null, cast('stage://mystage/wiki/index.txt.bz2' as datalink)) as f limit 5; ++--------------------------------------+ +| result | ++--------------------------------------+ +| {"offset": 557, "size": 707018} | +| {"offset": 707575, "size": 1555786} | +| {"offset": 2263361, "size": 1508609} | +| {"offset": 3771970, "size": 1011715} | +| {"offset": 4783685, "size": 1232327} | ++--------------------------------------+ +5 rows in set (1.18 sec) + + +mysql> select json_extract(result, "$.revision.text") from wasm_run_table('https://github.com/matrixone/mojo/raw/main/plugin/wikidump/wikidump.wasm', +'get_pages', null, cast('stage://mystage/wiki/wiki.bz2?offset=557&size=707018' as datalink)) as f; + +... + + +mysql> drop stage mystage; + +``` + diff --git a/plugin/wikidump/main.go b/plugin/wikidump/main.go new file mode 100644 index 0000000..3404135 --- /dev/null +++ b/plugin/wikidump/main.go @@ -0,0 +1,218 @@ +package main + +import ( + "bufio" + "bytes" + "compress/bzip2" + "encoding/json" + "encoding/xml" + "io" + "regexp" + "strconv" + "strings" + "time" + + pdk "github.com/extism/go-pdk" +) + +// wikidump index format offset:id:title +type IndexLocation struct { + Offset int `json:"offset"` + Size int `json:"size"` +} + +// TODO: convert wikitext to plain text by expanding wikipedia templates. +type Stream struct { + XMLName xml.Name `xml:"stream"` + Pages []*Page `xml:"page"` +} + +type Page struct { + Title string `xml:"title" json:"title"` + Redirect *Redirect `xml:"redirect,omitempty" json:"redirect,omitempty"` + Revision Revision `xml:"revision" json:"revision"` + NS int64 `xml:"ns" json:"ns"` + ID int64 `xml:"id" json:"id"` +} + +type Redirect struct { + Title string `xml:"title,attr" json:"title,attr"` +} + +type Revision struct { + Timestamp time.Time `xml:"timestamp" json:"timestamp"` + Format string `xml:"format" json:"format"` + Text string `xml:"text" json:"text"` + Comment string `xml:"comment" json:"comment"` + Model string `xml:"model" json:"model"` + SHA1 string `xml:"sha1" json:"sha1"` + Contributer Contributer `xml:"contributer" json:"contributer"` + ID int64 `xml:"id" json:"id"` + ParentID int64 `xml:"parentid" json:"parentid"` +} + +type Contributer struct { + Username string `xml:"username" json:"username"` + ID int64 `xml:"id" json:"id"` +} + +//export get_index +func get_index() int32 { + byte_flag := false + data_length := 0 + start_byte := 0 + + input := pdk.Input() + + reader := bzip2.NewReader(bytes.NewReader(input)) + scanner := bufio.NewScanner(reader) + var offsetsize []IndexLocation + for scanner.Scan() { + line := scanner.Text() + rec := strings.SplitN(line, ":", 3) + + offset, err := strconv.Atoi(rec[0]) + if err != nil { + pdk.SetError(err) + return 2 + } + if !byte_flag { + start_byte = offset + byte_flag = true + } else if byte_flag && offset != start_byte { + data_length = offset - start_byte + offsetsize = append(offsetsize, IndexLocation{start_byte, data_length}) + start_byte = offset + } + } + + b, err := json.Marshal(offsetsize) + if err != nil { + pdk.SetError(err) + return 3 + } + pdk.Output(b) + return 0 +} + +func parseStream(stream []byte) ([]*Page, error) { + var s Stream + buff := bytes.NewBufferString("\n") + buff.Write(stream) + buff.WriteString("") + err := xml.Unmarshal(buff.Bytes(), &s) + if err != nil { + return nil, err + } + return s.Pages, nil +} + +//export get_pages +func get_pages() int32 { + input := pdk.Input() + + reader := bzip2.NewReader(bytes.NewReader(input)) + data, err := io.ReadAll(reader) + if err != nil { + pdk.SetError(err) + return 4 + } + + pages, err := parseStream(data) + if err != nil { + pdk.SetError(err) + return 5 + } + + var result []*Page + + for _, p := range pages { + // ignore redirect page + if p.Redirect != nil { + continue + } + // convert to plain text + //p.Revision.Text = ToPlain(p.Revision.Text) + result = append(result, p) + //result = append(result, p.Revision.Text) + } + + jb, err := json.Marshal(result) + if err != nil { + pdk.SetError(err) + return 6 + } + pdk.Output(jb) + return 0 +} + +// We are going to iterate over the characters in text one by one and check multiple condition as to where +// the characters need to be written +// TODO: remove blockquote +func ToPlain(text string) string { + recTemplate, recLink := false, false + curBrCount, sqBrCount := 0, 0 + plainIndex := 0 + var linkBuilder, plainBuilder strings.Builder + for _, char := range text { + switch char { + case '\'': + continue + case '{': + if !recTemplate { + recTemplate = true + } else { + curBrCount++ + } + case '}': + if curBrCount == 0 { + recTemplate = false + } else { + curBrCount-- + } + case '[': + if recTemplate { + } else if !recLink { + recLink = true + linkBuilder.WriteRune('[') + } else { + linkBuilder.WriteRune('[') + sqBrCount++ + } + case ']': + if recTemplate { + } else if sqBrCount == 0 { + recLink = false + linkBuilder.WriteRune(']') + linkString := linkBuilder.String() + plainBuilder.WriteString(linkDisplay(linkString)) + plainIndex += len(linkString) + linkBuilder = strings.Builder{} + } else { + linkBuilder.WriteRune(char) + sqBrCount-- + } + default: + if recLink { + linkBuilder.WriteRune(char) + } + if !recLink && !recTemplate { + plainBuilder.WriteRune(char) + plainIndex++ + } + } + } + return plainBuilder.String() +} + +// TODO: handle nested links +func linkDisplay(link string) string { + re := regexp.MustCompile(`[\[\]]`) + return re.ReplaceAllLiteralString(link, "") +} + +// TODO: trim empty lines and lines with only * in them. +// TODO: split sections. +// TODO: filtering by sections.package main + +func main() {} diff --git a/plugin/wikidump/wikidump.wasm b/plugin/wikidump/wikidump.wasm new file mode 100644 index 0000000000000000000000000000000000000000..42dc23e1800659f39e6b4b7121e696d175906b98 GIT binary patch literal 286467 zcmbrn3z%KkRp)umKIcB_KB|tSvRqQh_PH04ltIQKcx0m(Tw4>pY}rmTp(j9k;(SCM zr%Fj&lA^f5pH+68L;)v=#0{cxNCBEy12TviL7T*cN+Q4k0|uNy1QW!x>2~*LXf zGZ;L-|JwW9d#hxV`M!}Yo!8!Luf1M-t+gLFdB>smq)C#b&tx~=l^s2LG(BpUh_8H7^+UM0z0O*MKSf0Mh~Bkd=Y6hQl|_u&Pw03(3BNPw3Dg_8C! zox9H<-)HpTtJMZ03L8-jxjMxImiLPgHQG^uu38!VN$%3;HOA*rhc9pm)~3d&PCuf8ZU5-u?DN?|sKThwgsg;kVy&aQ~5a@BhHJ zj(`7w_kI8T+Yi6{J^SDOuKkCTO|Mn%9S7fa=Q_2==?R;fR^x{WO4uSJ!z-#X~0DUg6G`9cX!S@}s zI^}CnqIK{c?|tX{-V>;m{bKfb)^c6v>S-@c>UlH%an7ZUMpADiNmkEXGfNuvT9#yu zH0@t;MLL#bNj>|9^;vy=>Y6pz;C<@SF_*Slt!$jn)OTZ9y1CY@*T>Qta2m}<6R?ex ze=?UOwKS^%B;}H&V_B`%bgf3K(YW%;hHJLEEk}WFquH$Sr;~t8HlEg8z1A7i-)3zr 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zkmGwgND@_=3rd0=mcJgARD9^BVGno=>`gR$t?2rk6+<3fCYE+j;9VL%iY21avX zPz)Ca>$or^){{G^6P}TIp|BQJ78)#8xo0`{7FQx?$rUNFv4SFH$Pht8WtmQx6h#$O z%iRmf$jsQm(Xr8S+VE1F&1_AKiE+xoI38AwCk;%Nl9=-H`4v&HJ_oA}+JvIm!3psL zVh0Quq$?;W95Q%NQ9=BW!MeC1gJK897wQHX2I>oSh5->u%qLclHYs({@d?p7Apg`l|~n%jZVn SK#$2%-QSb0WRF6X`u_pe3;&J) literal 0 HcmV?d00001 From 433e4ef21da5a524189748791527cd427eb80218 Mon Sep 17 00:00:00 2001 From: cpegeric Date: Mon, 4 Nov 2024 19:13:17 +0000 Subject: [PATCH 2/5] update moplugin_table --- plugin/wikidump/README.md | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/plugin/wikidump/README.md b/plugin/wikidump/README.md index 38b3fc4..6464735 100644 --- a/plugin/wikidump/README.md +++ b/plugin/wikidump/README.md @@ -26,7 +26,7 @@ Just run the following SQL, mysql> create stage mystage URL='file:///tmp/'; -mysql> select * from wasm_run_table('https://github.com/matrixone/mojo/raw/main/plugin/wikidump/wikidump.wasm', 'get_index', null, cast('stage://mystage/wiki/index.txt.bz2' as datalink)) as f limit 5; +mysql> select * from moplugin_table('https://github.com/matrixone/mojo/raw/main/plugin/wikidump/wikidump.wasm', 'get_index', null, cast('stage://mystage/wiki/index.txt.bz2' as datalink)) as f limit 5; +--------------------------------------+ | result | +--------------------------------------+ @@ -39,7 +39,7 @@ mysql> select * from wasm_run_table('https://github.com/matrixone/mojo/raw/main/ 5 rows in set (1.18 sec) -mysql> select json_extract(result, "$.revision.text") from wasm_run_table('https://github.com/matrixone/mojo/raw/main/plugin/wikidump/wikidump.wasm', +mysql> select json_extract(result, "$.revision.text") from moplugin_table('https://github.com/matrixone/mojo/raw/main/plugin/wikidump/wikidump.wasm', 'get_pages', null, cast('stage://mystage/wiki/wiki.bz2?offset=557&size=707018' as datalink)) as f; ... From 5b38a72d29f2480bae14dd14411ece8d151ceed7 Mon Sep 17 00:00:00 2001 From: cpegeric Date: Tue, 5 Nov 2024 09:16:28 +0000 Subject: [PATCH 3/5] embedding result add chunk id --- plugin/ollama/main.go | 3 ++- 1 file changed, 2 insertions(+), 1 deletion(-) diff --git a/plugin/ollama/main.go b/plugin/ollama/main.go index 12e1dce..93ee90f 100644 --- a/plugin/ollama/main.go +++ b/plugin/ollama/main.go @@ -24,6 +24,7 @@ type EmbeddingResponse struct { } type EmbeddingResult struct { + Id int64 `json:"id"` Chunk string `json:"chunk"` Embedding []float32 `json:"embedding"` } @@ -212,7 +213,7 @@ func embed() int32 { result := make([]EmbeddingResult, len(input)) for i, chunk_text := range input { - result[i] = EmbeddingResult{chunk_text, e.Embeddings[i]} + result[i] = EmbeddingResult{int64(i), chunk_text, e.Embeddings[i]} } bytes, err := json.Marshal(result) From 1e245638edb952e41c57ad3bf48cddf6027e5a1a Mon Sep 17 00:00:00 2001 From: cpegeric Date: Wed, 6 Nov 2024 09:27:22 +0000 Subject: [PATCH 4/5] add cat --- plugin/cat/Makefile | 5 +++++ plugin/cat/cat.wasm | Bin 0 -> 12521 bytes plugin/cat/main.go | 26 ++++++++++++++++++++++++++ 3 files changed, 31 insertions(+) create mode 100644 plugin/cat/Makefile create mode 100644 plugin/cat/cat.wasm create mode 100644 plugin/cat/main.go diff --git a/plugin/cat/Makefile b/plugin/cat/Makefile new file mode 100644 index 0000000..2b6bf9d --- /dev/null +++ b/plugin/cat/Makefile @@ -0,0 +1,5 @@ +cat.wasm: + tinygo build -o cat.wasm -no-debug -panic=trap -scheduler=none -target wasi main.go + +clean: + rm cat.wasm diff --git a/plugin/cat/cat.wasm b/plugin/cat/cat.wasm new file mode 100644 index 0000000000000000000000000000000000000000..0b5fd64b92997f6713588d17beb291b3617b048a GIT binary patch literal 12521 zcma)?TZ~=RdB@jYd!PH6ne7WOcnn@=GvG1c@fe%2aZs5(!50G5G$B<~A=%@ZgFR>N zbIurO9gj%~vQ!?@mWQ;8Qlz#bQb9_kw5lo|QZ<#L3aNP@RaEhS)Kp5-sEw*VR235a z{ny%Od;!bBoLTqp`_^|~YcDg?U5bn`(S;pnlTH4MHqToBH`+93qs!4{HO*N=f22XW 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c.chunk_overlap + + } else { + + // find leading byte + nskip := 1 + for i := 0; i < 4; i++ { + // leading byte must have value at least 192 (binary 11000000) + if c.data[offset+csize-i-1] >= 192 { + // leading byte + break + } + nskip++ + } + csize -= nskip + next_offset = offset + csize - c.chunk_overlap + } + + // find next offset + nappend := 0 + for i := 0; i < 4 && i < c.chunk_overlap; i++ { + if c.data[next_offset+i] <= 127 || c.data[next_offset+i] >= 192 { + break + } + nappend++ + } + next_offset += nappend + } if !yield(c.data[offset : offset+csize]) { diff --git a/plugin/ollama/ollama.wasm b/plugin/ollama/ollama.wasm index 4d1c630b12235d6550db46f3536431680f1f8cb1..6e03b09e780ce31e8c7f1b200d1af8f18c9b8869 100644 GIT binary patch delta 10377 zcmZ`<33wD$wytxlyVFT`l1>N^HmPp5uq5muY?2CV*q5-&;t;k3!LT^Ul7vNx50Gd9 zH!3(mqecZqLnuJd$cQkmalw~Sgv^X+k1!4n_zZ~h{!`u6;QPJ@U)QO7?z!ild$xP- ztz7sy_WbqOgUemw$9=|1m%nvIwX36|^idU!bS+Qce@8PVPd{WFa&@|UPZ;UbK;>(q 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