fyp/logic/models/data.go

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package models
import (
"archive/zip"
"bytes"
"fmt"
"io"
"net/http"
"os"
"path"
"reflect"
"sort"
"strings"
model_classes "git.andr3h3nriqu3s.com/andr3/fyp/logic/models/classes"
. "git.andr3h3nriqu3s.com/andr3/fyp/logic/utils"
)
func InsertIfNotPresent(ss []string, s string) []string {
i := sort.SearchStrings(ss, s)
if len(ss) > i && ss[i] == s {
return ss
}
ss = append(ss, "")
copy(ss[i+1:], ss[i:])
ss[i] = s
return ss
}
func processZipFile(handle *Handle, id string) {
reader, err := zip.OpenReader(path.Join("savedData", id, "base_data.zip"))
if err != nil {
// TODO add msg to error
modelUpdateStatus(handle, id, FAILED_PREPARING_ZIP_FILE)
fmt.Printf("Faield to proccess zip file failed to open reader\n")
fmt.Println(err)
return
}
defer reader.Close()
training := []string{}
testing := []string{}
for _, file := range reader.Reader.File {
paths := strings.Split(file.Name, "/")
if paths[1] == "" {
continue
}
if paths[0] != "training" && paths[0] != "testing" {
fmt.Printf("Invalid file '%s' TODO add msg to response!!!\n", file.Name)
modelUpdateStatus(handle, id, FAILED_PREPARING_ZIP_FILE)
return
}
if paths[0] != "training" {
training = InsertIfNotPresent(training, paths[1])
} else if paths[0] != "testing" {
testing = InsertIfNotPresent(testing, paths[1])
}
}
if !reflect.DeepEqual(testing, training) {
fmt.Printf("testing and training are diferent\n")
fmt.Println(testing)
fmt.Println(training)
modelUpdateStatus(handle, id, FAILED_PREPARING_ZIP_FILE)
return
}
base_path := path.Join("savedData", id, "data")
ids := map[string]string{}
for _, name := range training {
dir_path := path.Join(base_path, "training", name)
err = os.MkdirAll(dir_path, os.ModePerm)
if err != nil {
fmt.Printf("Failed to create dir %s\n", dir_path)
modelUpdateStatus(handle, id, FAILED_PREPARING_ZIP_FILE)
return
}
dir_path = path.Join(base_path, "testing", name)
err = os.MkdirAll(dir_path, os.ModePerm)
if err != nil {
fmt.Printf("Failed to create dir %s\n", dir_path)
modelUpdateStatus(handle, id, FAILED_PREPARING_ZIP_FILE)
return
}
id, err := model_classes.CreateClass(handle.Db, id, name)
if err != nil {
fmt.Printf("Failed to create class '%s' on db\n", name)
modelUpdateStatus(handle, id, FAILED_PREPARING_ZIP_FILE)
return
}
ids[name] = id
}
for _, file := range reader.Reader.File {
if file.Name[len(file.Name) - 1] == '/' {
continue
}
file_path := path.Join(base_path, file.Name)
f, err := os.Create(file_path)
if err != nil {
fmt.Printf("Could not create file %s\n", file_path)
modelUpdateStatus(handle, id, FAILED_PREPARING_ZIP_FILE)
return
}
defer f.Close()
data, err := reader.Open(file.Name)
if err != nil {
fmt.Printf("Could not create file %s\n", file_path)
modelUpdateStatus(handle, id, FAILED_PREPARING_ZIP_FILE)
return
}
defer data.Close()
file_data, err := io.ReadAll(data)
f.Write(file_data)
parts := strings.Split(file.Name, "/")
mode := model_classes.DATA_POINT_MODE_TRAINING
if parts[0] == "testing" {
mode = model_classes.DATA_POINT_MODE_TESTING
}
_, err = model_classes.AddDataPoint(handle.Db, ids[parts[1]], "file://" + parts[2], mode)
if err != nil {
fmt.Printf("Failed to add data point for %s\n", id)
fmt.Println(err)
modelUpdateStatus(handle, id, FAILED_PREPARING_ZIP_FILE)
return
}
}
fmt.Printf("Added data to model '%s'!\n", id)
modelUpdateStatus(handle, id, CONFIRM_PRE_TRAINING)
}
func handleDataUpload(handle *Handle) {
handle.Post("/models/data/upload", func(w http.ResponseWriter, r *http.Request, c *Context) *Error {
if !CheckAuthLevel(1, w, r, c) {
return nil
}
if c.Mode == JSON {
// TODO improve message
return ErrorCode(nil, 400, nil)
}
read_form, err := r.MultipartReader()
if err != nil {
LoadBasedOnAnswer(c.Mode, w, "models/add.html", c.AddMap(nil))
return nil
}
var id string
var file []byte
for {
part, err_part := read_form.NextPart()
if err_part == io.EOF {
break
} else if err_part != nil {
return &Error{Code: http.StatusBadRequest}
}
if part.FormName() == "id" {
buf := new(bytes.Buffer)
buf.ReadFrom(part)
id = buf.String()
}
if part.FormName() == "file" {
buf := new(bytes.Buffer)
buf.ReadFrom(part)
file = buf.Bytes()
}
}
_, err = getBaseModel(handle.Db, id)
if err == ModelNotFoundError {
return ErrorCode(nil, http.StatusNotFound, AnyMap{
"NotFoundMessage": "Model not found",
"GoBackLink": "/models",
})
} else if err != nil {
return Error500(err)
}
// TODO mk this path configurable
dir_path := path.Join("savedData", id)
f, err := os.Create(path.Join(dir_path, "base_data.zip"))
if err != nil {
return Error500(err)
}
defer f.Close()
f.Write(file)
modelUpdateStatus(handle, id, PREPARING_ZIP_FILE)
go processZipFile(handle, id)
Redirect("/models/edit?id="+id, c.Mode, w, r)
return nil
})
handle.Delete("/models/data/delete-zip-file", func(w http.ResponseWriter, r *http.Request, c *Context) *Error {
if !CheckAuthLevel(1, w, r, c) {
return nil
}
if c.Mode == JSON {
panic("Handle delete zip file json")
}
f, err := MyParseForm(r)
if err != nil {
return ErrorCode(err, 400, c.AddMap(nil))
}
if !CheckId(f, "id") {
return ErrorCode(err, 400, c.AddMap(nil))
}
id := f.Get("id")
model, err := getBaseModel(handle.Db, id)
if err == ModelNotFoundError {
return ErrorCode(nil, http.StatusNotFound, AnyMap{
"NotFoundMessage": "Model not found",
"GoBackLink": "/models",
})
} else if err != nil {
return Error500(err)
}
if model.Status != FAILED_PREPARING_ZIP_FILE {
// TODO add message
return ErrorCode(nil, 400, c.AddMap(nil))
}
err = os.Remove(path.Join("savedData", id, "base_data.zip"));
if err != nil {
return Error500(err)
}
err = os.RemoveAll(path.Join("savedData", id, "data"));
if err != nil {
return Error500(err)
}
_, err = handle.Db.Exec("delete from model_classes where model_id=$1;", id)
if err != nil {
return Error500(err)
}
modelUpdateStatus(handle, id, CONFIRM_PRE_TRAINING)
Redirect("/models/edit?id="+id, c.Mode, w, r)
return nil
})
}