From 7c1cb4a28dae0ff22fa9bd2e69d9f83abf90069c Mon Sep 17 00:00:00 2001
From: shinofara <shinofara@gmail.com>
Date: Tue, 31 Jul 2018 19:50:54 +0900
Subject: [PATCH 1/2] Fixed: Invalid request.

---
 ml/v1/ml-gen.go | 20 ++++++++++----------
 1 file changed, 10 insertions(+), 10 deletions(-)

diff --git a/ml/v1/ml-gen.go b/ml/v1/ml-gen.go
index 0b0b91271e5..23fc3def4e9 100644
--- a/ml/v1/ml-gen.go
+++ b/ml/v1/ml-gen.go
@@ -2705,7 +2705,10 @@ func (c *ProjectsGetConfigCall) doRequest(alt string) (*http.Response, error) {
 	c.urlParams_.Set("alt", alt)
 	urls := googleapi.ResolveRelative(c.s.BasePath, "v1/{+name}:getConfig")
 	urls += "?" + c.urlParams_.Encode()
-	req, _ := http.NewRequest("GET", urls, body)
+	req, err := http.NewRequest("GET", urls, body)
+	if err != nil {
+		return nil, err
+	}
 	req.Header = reqHeaders
 	googleapi.Expand(req.URL, map[string]string{
 		"name": c.name,
@@ -2836,15 +2839,15 @@ func (c *ProjectsPredictCall) doRequest(alt string) (*http.Response, error) {
 	}
 	reqHeaders.Set("User-Agent", c.s.userAgent())
 	var body io.Reader = nil
-	body, err := googleapi.WithoutDataWrapper.JSONReader(c.googlecloudmlv1__predictrequest)
-	if err != nil {
-		return nil, err
-	}
+	body = strings.NewReader(c.googlecloudmlv1__predictrequest.HttpBody.Data)
 	reqHeaders.Set("Content-Type", "application/json")
 	c.urlParams_.Set("alt", alt)
 	urls := googleapi.ResolveRelative(c.s.BasePath, "v1/{+name}:predict")
 	urls += "?" + c.urlParams_.Encode()
-	req, _ := http.NewRequest("POST", urls, body)
+	req, err := http.NewRequest("POST", urls, body)
+	if err != nil {
+		return nil, err
+	}
 	req.Header = reqHeaders
 	googleapi.Expand(req.URL, map[string]string{
 		"name": c.name,
@@ -2884,10 +2887,7 @@ func (c *ProjectsPredictCall) Do(opts ...googleapi.CallOption) (*GoogleApi__Http
 			HTTPStatusCode: res.StatusCode,
 		},
 	}
-	target := &ret
-	if err := gensupport.DecodeResponse(target, res); err != nil {
-		return nil, err
-	}
+	ret.DataReader = res.Body
 	return ret, nil
 	// {
 	//   "description": "Performs prediction on the data in the request.\nCloud ML Engine implements a custom `predict` verb on top of an HTTP POST\nmethod. \u003cp\u003eFor details of the request and response format, see the **guide\nto the [predict request format](/ml-engine/docs/v1/predict-request)**.",

From 0b8fe77bb006d889900f796bf5ffbc119ab63e76 Mon Sep 17 00:00:00 2001
From: shinofara <shinofara@gmail.com>
Date: Tue, 31 Jul 2018 20:43:33 +0900
Subject: [PATCH 2/2] Add: GoogleApi__HttpBody.DataReader

---
 ml/v1/ml-gen.go | 12 +++++++++++-
 1 file changed, 11 insertions(+), 1 deletion(-)

diff --git a/ml/v1/ml-gen.go b/ml/v1/ml-gen.go
index 23fc3def4e9..54240a87cdd 100644
--- a/ml/v1/ml-gen.go
+++ b/ml/v1/ml-gen.go
@@ -23,6 +23,7 @@ import (
 	"net/url"
 	"strconv"
 	"strings"
+	"io/ioutil"
 )
 
 // Always reference these packages, just in case the auto-generated code
@@ -198,6 +199,10 @@ type GoogleApi__HttpBody struct {
 	// Data: HTTP body binary data.
 	Data string `json:"data,omitempty"`
 
+	// DataReader is a TensorTask modification to make sending files from GCS
+	// oh so much more efficient.
+	DataReader io.Reader `json:"-"`
+
 	// Extensions: Application specific response metadata. Must be set in
 	// the first response
 	// for streaming APIs.
@@ -2887,7 +2892,12 @@ func (c *ProjectsPredictCall) Do(opts ...googleapi.CallOption) (*GoogleApi__Http
 			HTTPStatusCode: res.StatusCode,
 		},
 	}
-	ret.DataReader = res.Body
+	b, err := ioutil.ReadAll(res.Body)
+	if err != nil {
+		return nil, err
+	}
+
+	ret.Data = string(b)
 	return ret, nil
 	// {
 	//   "description": "Performs prediction on the data in the request.\nCloud ML Engine implements a custom `predict` verb on top of an HTTP POST\nmethod. \u003cp\u003eFor details of the request and response format, see the **guide\nto the [predict request format](/ml-engine/docs/v1/predict-request)**.",