生成图像(默认参数)

go.mod

@@ -11,9 +11,20 @@ require (
 )
 
 require (
+	github.com/PuerkitoBio/goquery v1.6.1 // indirect
+	github.com/andybalholm/cascadia v1.2.0 // indirect
+	github.com/gobwas/glob v0.2.3 // indirect
 	github.com/mattn/go-sqlite3 v1.14.16 // indirect
+	github.com/patrickmn/go-cache v2.1.0+incompatible // indirect
+	github.com/saintfish/chardet v0.0.0-20120816061221-3af4cd4741ca // indirect
 	github.com/sizeofint/webp-animation v0.0.0-20190207194838-b631dc900de9 // indirect
+	github.com/tidwall/gjson v1.8.0 // indirect
+	github.com/tidwall/match v1.0.3 // indirect
+	github.com/tidwall/pretty v1.2.0 // indirect
 	golang.org/x/image v0.7.0 // indirect
+	golang.org/x/net v0.6.0 // indirect
+	golang.org/x/text v0.9.0 // indirect
+	gopkg.in/xmlpath.v2 v2.0.0-20150820204837-860cbeca3ebc // indirect
 )
 
 require (
@@ -24,6 +35,7 @@ require (
 	github.com/sizeofint/gif-to-webp v0.0.0-20210224202734-e9d7ed071591
 	github.com/tencentcloud/tencentcloud-sdk-go/tencentcloud/common v1.0.669
 	github.com/tencentcloud/tencentcloud-sdk-go/tencentcloud/cvm v1.0.669
+	github.com/zhshch2002/goreq v0.0.0-20210608055943-7028cfd48a0d
 	gopkg.in/yaml.v2 v2.4.0
 	gorm.io/driver/sqlite v1.5.0
 )

go.sum

@@ -1,7 +1,24 @@
+github.com/PuerkitoBio/goquery v1.6.1 h1:FgjbQZKl5HTmcn4sKBgvx8vv63nhyhIpv7lJpFGCWpk=
+github.com/PuerkitoBio/goquery v1.6.1/go.mod h1:GsLWisAFVj4WgDibEWF4pvYnkVQBpKBKeU+7zCJoLcc=
+github.com/andybalholm/cascadia v1.1.0/go.mod h1:GsXiBklL0woXo1j/WYWtSYYC4ouU9PqHO0sqidkEA4Y=
+github.com/andybalholm/cascadia v1.2.0 h1:vuRCkM5Ozh/BfmsaTm26kbjm0mIOM3yS5Ek/F5h18aE=
+github.com/andybalholm/cascadia v1.2.0/go.mod h1:YCyR8vOZT9aZ1CHEd8ap0gMVm2aFgxBp0T0eFw1RUQY=
 github.com/chai2010/webp v1.1.1 h1:jTRmEccAJ4MGrhFOrPMpNGIJ/eybIgwKpcACsrTEapk=
 github.com/chai2010/webp v1.1.1/go.mod h1:0XVwvZWdjjdxpUEIf7b9g9VkHFnInUSYujwqTLEuldU=
+github.com/davecgh/go-spew v1.1.0/go.mod h1:J7Y8YcW2NihsgmVo/mv3lAwl/skON4iLHjSsI+c5H38=
+github.com/davecgh/go-spew v1.1.1/go.mod h1:J7Y8YcW2NihsgmVo/mv3lAwl/skON4iLHjSsI+c5H38=
 github.com/disintegration/imaging v1.6.2 h1:w1LecBlG2Lnp8B3jk5zSuNqd7b4DXhcjwek1ei82L+c=
 github.com/disintegration/imaging v1.6.2/go.mod h1:44/5580QXChDfwIclfc/PCwrr44amcmDAg8hxG0Ewe4=
+github.com/gin-contrib/sse v0.1.0/go.mod h1:RHrZQHXnP2xjPF+u1gW/2HnVO7nvIa9PG3Gm+fLHvGI=
+github.com/gin-gonic/gin v1.6.3/go.mod h1:75u5sXoLsGZoRN5Sgbi1eraJ4GU3++wFwWzhwvtwp4M=
+github.com/go-playground/assert/v2 v2.0.1/go.mod h1:VDjEfimB/XKnb+ZQfWdccd7VUvScMdVu0Titje2rxJ4=
+github.com/go-playground/locales v0.13.0/go.mod h1:taPMhCMXrRLJO55olJkUXHZBHCxTMfnGwq/HNwmWNS8=
+github.com/go-playground/universal-translator v0.17.0/go.mod h1:UkSxE5sNxxRwHyU+Scu5vgOQjsIJAF8j9muTVoKLVtA=
+github.com/go-playground/validator/v10 v10.2.0/go.mod h1:uOYAAleCW8F/7oMFd6aG0GOhaH6EGOAJShg8Id5JGkI=
+github.com/gobwas/glob v0.2.3 h1:A4xDbljILXROh+kObIiy5kIaPYD8e96x1tgBhUI5J+Y=
+github.com/gobwas/glob v0.2.3/go.mod h1:d3Ez4x06l9bZtSvzIay5+Yzi0fmZzPgnTbPcKjJAkT8=
+github.com/golang/protobuf v1.3.3/go.mod h1:vzj43D7+SQXF/4pzW/hwtAqwc6iTitCiVSaWz5lYuqw=
+github.com/google/gofuzz v1.0.0/go.mod h1:dBl0BpW6vV/+mYPU4Po3pmUjxk6FQPldtuIdl/M65Eg=
 github.com/google/uuid v1.3.0 h1:t6JiXgmwXMjEs8VusXIJk2BXHsn+wx8BZdTaoZ5fu7I=
 github.com/google/uuid v1.3.0/go.mod h1:TIyPZe4MgqvfeYDBFedMoGGpEw/LqOeaOT+nhxU+yHo=
 github.com/gorilla/mux v1.8.0 h1:i40aqfkR1h2SlN9hojwV5ZA91wcXFOvkdNIeFDP5koI=
@@ -12,20 +29,45 @@ github.com/jinzhu/inflection v1.0.0 h1:K317FqzuhWc8YvSVlFMCCUb36O/S9MCKRDI7QkRKD
 github.com/jinzhu/inflection v1.0.0/go.mod h1:h+uFLlag+Qp1Va5pdKtLDYj+kHp5pxUVkryuEj+Srlc=
 github.com/jinzhu/now v1.1.5 h1:/o9tlHleP7gOFmsnYNz3RGnqzefHA47wQpKrrdTIwXQ=
 github.com/jinzhu/now v1.1.5/go.mod h1:d3SSVoowX0Lcu0IBviAWJpolVfI5UJVZZ7cO71lE/z8=
+github.com/json-iterator/go v1.1.9/go.mod h1:KdQUCv79m/52Kvf8AW2vK1V8akMuk1QjK/uOdHXbAo4=
+github.com/leodido/go-urn v1.2.0/go.mod h1:+8+nEpDfqqsY+g338gtMEUOtuK+4dEMhiQEgxpxOKII=
+github.com/mattn/go-isatty v0.0.12/go.mod h1:cbi8OIDigv2wuxKPP5vlRcQ1OAZbq2CE4Kysco4FUpU=
 github.com/mattn/go-sqlite3 v1.14.15/go.mod h1:2eHXhiwb8IkHr+BDWZGa96P6+rkvnG63S2DGjv9HUNg=
 github.com/mattn/go-sqlite3 v1.14.16 h1:yOQRA0RpS5PFz/oikGwBEqvAWhWg5ufRz4ETLjwpU1Y=
 github.com/mattn/go-sqlite3 v1.14.16/go.mod h1:2eHXhiwb8IkHr+BDWZGa96P6+rkvnG63S2DGjv9HUNg=
+github.com/modern-go/concurrent v0.0.0-20180228061459-e0a39a4cb421/go.mod h1:6dJC0mAP4ikYIbvyc7fijjWJddQyLn8Ig3JB5CqoB9Q=
+github.com/modern-go/reflect2 v0.0.0-20180701023420-4b7aa43c6742/go.mod h1:bx2lNnkwVCuqBIxFjflWJWanXIb3RllmbCylyMrvgv0=
+github.com/patrickmn/go-cache v2.1.0+incompatible h1:HRMgzkcYKYpi3C8ajMPV8OFXaaRUnok+kx1WdO15EQc=
+github.com/patrickmn/go-cache v2.1.0+incompatible/go.mod h1:3Qf8kWWT7OJRJbdiICTKqZju1ZixQ/KpMGzzAfe6+WQ=
+github.com/pmezard/go-difflib v1.0.0/go.mod h1:iKH77koFhYxTK1pcRnkKkqfTogsbg7gZNVY4sRDYZ/4=
 github.com/russross/blackfriday v1.6.0 h1:KqfZb0pUVN2lYqZUYRddxF4OR8ZMURnJIG5Y3VRLtww=
 github.com/russross/blackfriday v1.6.0/go.mod h1:ti0ldHuxg49ri4ksnFxlkCfN+hvslNlmVHqNRXXJNAY=
+github.com/saintfish/chardet v0.0.0-20120816061221-3af4cd4741ca h1:NugYot0LIVPxTvN8n+Kvkn6TrbMyxQiuvKdEwFdR9vI=
+github.com/saintfish/chardet v0.0.0-20120816061221-3af4cd4741ca/go.mod h1:uugorj2VCxiV1x+LzaIdVa9b4S4qGAcH6cbhh4qVxOU=
 github.com/sizeofint/gif-to-webp v0.0.0-20210224202734-e9d7ed071591 h1:dCWBD4Xchp/XFIR/x6D2l74DtQHvIpHsmpPRHgH9oUo=
 github.com/sizeofint/gif-to-webp v0.0.0-20210224202734-e9d7ed071591/go.mod h1:IXC7KN2FEuTEISdePm37qcFyXInAh6pfW35yDjbdfOM=
 github.com/sizeofint/webp-animation v0.0.0-20190207194838-b631dc900de9 h1:i3LYMwQ0zkh/BJ47vIZN+jBYqV4/f6DFoAsW8rwV490=
 github.com/sizeofint/webp-animation v0.0.0-20190207194838-b631dc900de9/go.mod h1:/NQ8ciRuH+vxYhrFlnX70gvXBugMYQbBygCRocFgSZ4=
+github.com/stretchr/objx v0.1.0/go.mod h1:HFkY916IF+rwdDfMAkV7OtwuqBVzrE8GR6GFx+wExME=
+github.com/stretchr/testify v1.3.0/go.mod h1:M5WIy9Dh21IEIfnGCwXGc5bZfKNJtfHm1UVUgZn+9EI=
+github.com/stretchr/testify v1.4.0/go.mod h1:j7eGeouHqKxXV5pUuKE4zz7dFj8WfuZ+81PSLYec5m4=
+github.com/stretchr/testify v1.6.1/go.mod h1:6Fq8oRcR53rry900zMqJjRRixrwX3KX962/h/Wwjteg=
 github.com/tencentcloud/tencentcloud-sdk-go/tencentcloud/common v1.0.669 h1:5KKJBcemqKONBFxMdMyLMvk+TrqXaEPhqe9TrZqB3r0=
 github.com/tencentcloud/tencentcloud-sdk-go/tencentcloud/common v1.0.669/go.mod h1:7sCQWVkxcsR38nffDW057DRGk8mUjK1Ing/EFOK8s8Y=
 github.com/tencentcloud/tencentcloud-sdk-go/tencentcloud/cvm v1.0.669 h1:gc1bPO/YVfuXEIs+HbQ/gFlFjdkJjOsjm8xWqF7hPww=
 github.com/tencentcloud/tencentcloud-sdk-go/tencentcloud/cvm v1.0.669/go.mod h1:hhy13j6NKKxt/g62JZEDekJNQx3EAevnHopmwlt2tRc=
+github.com/tidwall/gjson v1.8.0 h1:Qt+orfosKn0rbNTZqHYDqBrmm3UDA4KRkv70fDzG+PQ=
+github.com/tidwall/gjson v1.8.0/go.mod h1:5/xDoumyyDNerp2U36lyolv46b3uF/9Bu6OfyQ9GImk=
+github.com/tidwall/match v1.0.3 h1:FQUVvBImDutD8wJLN6c5eMzWtjgONK9MwIBCOrUJKeE=
+github.com/tidwall/match v1.0.3/go.mod h1:eRSPERbgtNPcGhD8UCthc6PmLEQXEWd3PRB5JTxsfmM=
+github.com/tidwall/pretty v1.1.0/go.mod h1:XNkn88O1ChpSDQmQeStsy+sBenx6DDtFZJxhVysOjyk=
+github.com/tidwall/pretty v1.2.0 h1:RWIZEg2iJ8/g6fDDYzMpobmaoGh5OLl4AXtGUGPcqCs=
+github.com/tidwall/pretty v1.2.0/go.mod h1:ITEVvHYasfjBbM0u2Pg8T2nJnzm8xPwvNhhsoaGGjNU=
+github.com/ugorji/go v1.1.7/go.mod h1:kZn38zHttfInRq0xu/PH0az30d+z6vm202qpg1oXVMw=
+github.com/ugorji/go/codec v1.1.7/go.mod h1:Ax+UKWsSmolVDwsd+7N3ZtXu+yMGCf907BLYF3GoBXY=
 github.com/yuin/goldmark v1.4.13/go.mod h1:6yULJ656Px+3vBD8DxQVa3kxgyrAnzto9xy5taEt/CY=
+github.com/zhshch2002/goreq v0.0.0-20210608055943-7028cfd48a0d h1:a7RuxYLiIzfCqYaISNnuUPahCFIPPT1ERWxJxbnFJeA=
+github.com/zhshch2002/goreq v0.0.0-20210608055943-7028cfd48a0d/go.mod h1:f+jNcJUd3buNPA42ai935kaWFai/hxOMkzvgMfbtHhs=
 golang.org/x/crypto v0.0.0-20190308221718-c2843e01d9a2/go.mod h1:djNgcEr1/C05ACkg1iLfiJU5Ep61QUkGW8qpdssI0+w=
 golang.org/x/crypto v0.0.0-20210921155107-089bfa567519/go.mod h1:GvvjBRRGRdwPK5ydBHafDWAxML/pGHZbMvKqRZ5+Abc=
 golang.org/x/image v0.0.0-20191009234506-e7c1f5e7dbb8/go.mod h1:FeLwcggjj3mMvU+oOTbSwawSJRM1uh48EjtB4UJZlP0=
@@ -33,15 +75,21 @@ golang.org/x/image v0.7.0 h1:gzS29xtG1J5ybQlv0PuyfE3nmc6R4qB73m6LUUmvFuw=
 golang.org/x/image v0.7.0/go.mod h1:nd/q4ef1AKKYl/4kft7g+6UyGbdiqWqTP1ZAbRoV7Rg=
 golang.org/x/mod v0.6.0-dev.0.20220419223038-86c51ed26bb4/go.mod h1:jJ57K6gSWd91VN4djpZkiMVwK6gcyfeH4XE8wZrZaV4=
 golang.org/x/mod v0.8.0/go.mod h1:iBbtSCu2XBx23ZKBPSOrRkjjQPZFPuis4dIYUhu/chs=
+golang.org/x/net v0.0.0-20180218175443-cbe0f9307d01/go.mod h1:mL1N/T3taQHkDXs73rZJwtUhF3w3ftmwwsq0BUmARs4=
 golang.org/x/net v0.0.0-20190620200207-3b0461eec859/go.mod h1:z5CRVTTTmAJ677TzLLGU+0bjPO0LkuOLi4/5GtJWs/s=
+golang.org/x/net v0.0.0-20200202094626-16171245cfb2/go.mod h1:z5CRVTTTmAJ677TzLLGU+0bjPO0LkuOLi4/5GtJWs/s=
 golang.org/x/net v0.0.0-20210226172049-e18ecbb05110/go.mod h1:m0MpNAwzfU5UDzcl9v0D8zg8gWTRqZa9RBIspLL5mdg=
+golang.org/x/net v0.0.0-20210525063256-abc453219eb5/go.mod h1:9nx3DQGgdP8bBQD5qxJ1jj9UTztislL4KSBs9R2vV5Y=
 golang.org/x/net v0.0.0-20220722155237-a158d28d115b/go.mod h1:XRhObCWvk6IyKnWLug+ECip1KBveYUHfp+8e9klMJ9c=
+golang.org/x/net v0.6.0 h1:L4ZwwTvKW9gr0ZMS1yrHD9GZhIuVjOBBnaKH+SPQK0Q=
 golang.org/x/net v0.6.0/go.mod h1:2Tu9+aMcznHK/AK1HMvgo6xiTLG5rD5rZLDS+rp2Bjs=
 golang.org/x/sync v0.0.0-20190423024810-112230192c58/go.mod h1:RxMgew5VJxzue5/jJTE5uejpjVlOe/izrB70Jof72aM=
 golang.org/x/sync v0.0.0-20220722155255-886fb9371eb4/go.mod h1:RxMgew5VJxzue5/jJTE5uejpjVlOe/izrB70Jof72aM=
 golang.org/x/sync v0.1.0/go.mod h1:RxMgew5VJxzue5/jJTE5uejpjVlOe/izrB70Jof72aM=
 golang.org/x/sys v0.0.0-20190215142949-d0b11bdaac8a/go.mod h1:STP8DvDyc/dI5b8T5hshtkjS+E42TnysNCUPdjciGhY=
+golang.org/x/sys v0.0.0-20200116001909-b77594299b42/go.mod h1:h1NjWce9XRLGQEsW7wpKNCjG9DtNlClVuFLEZdDNbEs=
 golang.org/x/sys v0.0.0-20201119102817-f84b799fce68/go.mod h1:h1NjWce9XRLGQEsW7wpKNCjG9DtNlClVuFLEZdDNbEs=
+golang.org/x/sys v0.0.0-20210423082822-04245dca01da/go.mod h1:h1NjWce9XRLGQEsW7wpKNCjG9DtNlClVuFLEZdDNbEs=
 golang.org/x/sys v0.0.0-20210615035016-665e8c7367d1/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg=
 golang.org/x/sys v0.0.0-20220520151302-bc2c85ada10a/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg=
 golang.org/x/sys v0.0.0-20220722155257-8c9f86f7a55f/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg=
@@ -50,9 +98,12 @@ golang.org/x/term v0.0.0-20201126162022-7de9c90e9dd1/go.mod h1:bj7SfCRtBDWHUb9sn
 golang.org/x/term v0.0.0-20210927222741-03fcf44c2211/go.mod h1:jbD1KX2456YbFQfuXm/mYQcufACuNUgVhRMnK/tPxf8=
 golang.org/x/term v0.5.0/go.mod h1:jMB1sMXY+tzblOD4FWmEbocvup2/aLOaQEp7JmGp78k=
 golang.org/x/text v0.3.0/go.mod h1:NqM8EUOU14njkJ3fqMW+pc6Ldnwhi/IjpwHt7yyuwOQ=
+golang.org/x/text v0.3.2/go.mod h1:bEr9sfX3Q8Zfm5fL9x+3itogRgK3+ptLWKqgva+5dAk=
 golang.org/x/text v0.3.3/go.mod h1:5Zoc/QRtKVWzQhOtBMvqHzDpF6irO9z98xDceosuGiQ=
+golang.org/x/text v0.3.6/go.mod h1:5Zoc/QRtKVWzQhOtBMvqHzDpF6irO9z98xDceosuGiQ=
 golang.org/x/text v0.3.7/go.mod h1:u+2+/6zg+i71rQMx5EYifcz6MCKuco9NR6JIITiCfzQ=
 golang.org/x/text v0.7.0/go.mod h1:mrYo+phRRbMaCq/xk9113O4dZlRixOauAjOtrjsXDZ8=
+golang.org/x/text v0.9.0 h1:2sjJmO8cDvYveuX97RDLsxlyUxLl+GHoLxBiRdHllBE=
 golang.org/x/text v0.9.0/go.mod h1:e1OnstbJyHTd6l/uOt8jFFHp6TRDWZR/bV3emEE/zU8=
 golang.org/x/tools v0.0.0-20180917221912-90fa682c2a6e/go.mod h1:n7NCudcB/nEzxVGmLbDWY5pfWTLqBcC2KZ6jyYvM4mQ=
 golang.org/x/tools v0.0.0-20191119224855-298f0cb1881e/go.mod h1:b+2E5dAYhXwXZwtnZ6UAqBI28+e2cm9otk0dWdXHAEo=
@@ -61,8 +112,13 @@ golang.org/x/tools v0.6.0/go.mod h1:Xwgl3UAJ/d3gWutnCtw505GrjyAbvKui8lOU390QaIU=
 golang.org/x/xerrors v0.0.0-20190717185122-a985d3407aa7/go.mod h1:I/5z698sn9Ka8TeJc9MKroUUfqBBauWjQqLJ2OPfmY0=
 gopkg.in/check.v1 v0.0.0-20161208181325-20d25e280405 h1:yhCVgyC4o1eVCa2tZl7eS0r+SDo693bJlVdllGtEeKM=
 gopkg.in/check.v1 v0.0.0-20161208181325-20d25e280405/go.mod h1:Co6ibVJAznAaIkqp8huTwlJQCZ016jof/cbN4VW5Yz0=
+gopkg.in/xmlpath.v2 v2.0.0-20150820204837-860cbeca3ebc h1:LMEBgNcZUqXaP7evD1PZcL6EcDVa2QOFuI+cqM3+AJM=
+gopkg.in/xmlpath.v2 v2.0.0-20150820204837-860cbeca3ebc/go.mod h1:N8UOSI6/c2yOpa/XDz3KVUiegocTziPiqNkeNTMiG1k=
+gopkg.in/yaml.v2 v2.2.2/go.mod h1:hI93XBmqTisBFMUTm0b8Fm+jr3Dg1NNxqwp+5A1VGuI=
+gopkg.in/yaml.v2 v2.2.8/go.mod h1:hI93XBmqTisBFMUTm0b8Fm+jr3Dg1NNxqwp+5A1VGuI=
 gopkg.in/yaml.v2 v2.4.0 h1:D8xgwECY7CYvx+Y2n4sBz93Jn9JRvxdiyyo8CTfuKaY=
 gopkg.in/yaml.v2 v2.4.0/go.mod h1:RDklbk79AGWmwhnvt/jBztapEOGDOx6ZbXqjP6csGnQ=
+gopkg.in/yaml.v3 v3.0.0-20200313102051-9f266ea9e77c/go.mod h1:K4uyk7z7BCEPqu6E+C64Yfv1cQ7kz7rIZviUmN+EgEM=
 gorm.io/driver/sqlite v1.5.0 h1:zKYbzRCpBrT1bNijRnxLDJWPjVfImGEn0lSnUY5gZ+c=
 gorm.io/driver/sqlite v1.5.0/go.mod h1:kDMDfntV9u/vuMmz8APHtHF0b4nyBB7sfCieC6G8k8I=
 gorm.io/gorm v1.24.7-0.20230306060331-85eaf9eeda11/go.mod h1:L4uxeKpfBml98NYqVqwAdmV1a2nBtAec/cf3fpucW/k=

models/Model.go

@@ -1,15 +1,23 @@
 package models
 
 import (
+	"bytes"
 	"crypto/md5"
 	"fmt"
 	"io/ioutil"
+	"log"
 	"main/configs"
 	"net/http"
 	"net/url"
 	"os"
 	"path/filepath"
 	"time"
+
+	"encoding/base64"
+	"image/png"
+
+	"github.com/chai2010/webp"
+	"github.com/zhshch2002/goreq"
 )
 
 type Model struct {
@@ -35,8 +43,184 @@ type Model struct {
 	UpdatedAt    time.Time `json:"updated_at" gorm:"autoUpdateTime"`
 }
 
+// 创建一个带缓冲的通道，缓冲区大小为 10
+// var ch = make(chan int, 10)
+
 func init() {
 	configs.ORMDB().AutoMigrate(&Model{})
+
+	// 处理推理任务
+	//go func() {
+	//	for {
+	//		// 从通道中取出一个数据
+	//		model := <-ch
+	//		// 模型状态变化时, 向监听此模型的所有连接发送消息
+	//	}
+	//}()
+}
+
+func (model *Model) Inference(image_list []Image, callback func()) {
+	log.Println(image_list)
+	callback()
+
+	// 模型未部署到推理機
+	if model.ServerID == "" {
+		log.Println("模型未部署到推理機, 开始部署模型")
+
+		var server Server
+		if err := configs.ORMDB().Where("models LIKE ?", "%"+model.Name+"%").Take(&server).Error; err != nil {
+			log.Println(err)
+			// 如果没有则寻找空闲服务器
+			// 如果没有空闲则创建新服务器
+			// 取一台空闲的推理机上传并切换到此模型
+			// 新建一台推理机上传并切换到此模型
+		}
+
+		// 执行生成任务
+		if model.Image == "" {
+			var data = struct {
+				EnableHr                          bool              `json:"enable_hr"`
+				DenoisingStrength                 int               `json:"denoising_strength"`
+				FirstphaseWidth                   int               `json:"firstphase_width"`
+				FirstphaseHeight                  int               `json:"firstphase_height"`
+				HrScale                           int               `json:"hr_scale"`
+				HrUpscaler                        string            `json:"hr_upscaler"`
+				HrSecondPassSteps                 int               `json:"hr_second_pass_steps"`
+				HrResizeX                         int               `json:"hr_resize_x"`
+				HrResizeY                         int               `json:"hr_resize_y"`
+				HrSamplerName                     string            `json:"hr_sampler_name"`
+				HrPrompt                          string            `json:"hr_prompt"`
+				HrNegativePrompt                  string            `json:"hr_negative_prompt"`
+				Prompt                            string            `json:"prompt"`
+				Styles                            []string          `json:"styles"`
+				Seed                              int               `json:"seed"`
+				Subseed                           int               `json:"subseed"`
+				SubseedStrength                   int               `json:"subseed_strength"`
+				SeedResizeFromH                   int               `json:"seed_resize_from_h"`
+				SeedResizeFromW                   int               `json:"seed_resize_from_w"`
+				SamplerName                       string            `json:"sampler_name"`
+				BatchSize                         int               `json:"batch_size"`
+				NIter                             int               `json:"n_iter"`
+				Steps                             int               `json:"steps"`
+				CfgScale                          int               `json:"cfg_scale"`
+				Width                             int               `json:"width"`
+				Height                            int               `json:"height"`
+				RestoreFaces                      bool              `json:"restore_faces"`
+				Tiling                            bool              `json:"tiling"`
+				DoNotSaveSamples                  bool              `json:"do_not_save_samples"`
+				DoNotSaveGrid                     bool              `json:"do_not_save_grid"`
+				NegativePrompt                    string            `json:"negative_prompt"`
+				Eta                               int               `json:"eta"`
+				SMinUncond                        int               `json:"s_min_uncond"`
+				SChurn                            int               `json:"s_churn"`
+				STmax                             int               `json:"s_tmax"`
+				STmin                             int               `json:"s_tmin"`
+				SNoise                            int               `json:"s_noise"`
+				OverrideSettings                  map[string]string `json:"override_settings"`
+				OverrideSettingsRestoreAfterwards bool              `json:"override_settings_restore_afterwards"`
+				ScriptArgs                        []interface{}     `json:"script_args"`
+				SamplerIndex                      string            `json:"sampler_index"`
+				ScriptName                        string            `json:"script_name"`
+				SendImages                        bool              `json:"send_images"`
+				SaveImages                        bool              `json:"save_images"`
+				AlwaysonScripts                   map[string]string `json:"alwayson_scripts"`
+			}{
+				EnableHr:                          false,
+				DenoisingStrength:                 0,
+				FirstphaseWidth:                   0,
+				FirstphaseHeight:                  0,
+				HrScale:                           2,
+				HrUpscaler:                        "nearest",
+				HrSecondPassSteps:                 0,
+				HrResizeX:                         0,
+				HrResizeY:                         0,
+				HrSamplerName:                     "",
+				HrPrompt:                          "",
+				HrNegativePrompt:                  "",
+				Prompt:                            "miao~",
+				Styles:                            []string{},
+				Seed:                              -1,
+				Subseed:                           -1,
+				SubseedStrength:                   0,
+				SeedResizeFromH:                   -1,
+				SeedResizeFromW:                   -1,
+				SamplerName:                       "beamsearch",
+				BatchSize:                         1,
+				NIter:                             1,
+				Steps:                             50,
+				CfgScale:                          7,
+				Width:                             512,
+				Height:                            512,
+				RestoreFaces:                      false,
+				Tiling:                            false,
+				DoNotSaveSamples:                  false,
+				DoNotSaveGrid:                     false,
+				NegativePrompt:                    "",
+				Eta:                               0,
+				SMinUncond:                        0,
+				SChurn:                            0,
+				STmax:                             0,
+				STmin:                             0,
+				SNoise:                            1,
+				OverrideSettings:                  map[string]string{},
+				OverrideSettingsRestoreAfterwards: false,
+				ScriptArgs:                        []interface{}{},
+				SamplerIndex:                      "Euler",
+				ScriptName:                        "generate",
+				SendImages:                        true,
+				SaveImages:                        false,
+				AlwaysonScripts:                   map[string]string{},
+			}
+			// 接收到的图片列表
+			var rest = struct {
+				Images []string `json:"images"`
+			}{
+				Images: []string{},
+			}
+			var url = fmt.Sprintf("http://%s:%d/sdapi/v1/txt2img", server.IP, server.Port)
+			if err := goreq.Post(url).SetJsonBody(data).Do().BindJSON(&rest); err != nil {
+				log.Println("API 查询失败:", err)
+			}
+			log.Println("API 查询成功:", rest)
+			for _, img := range rest.Images {
+				log.Println("保存图片:", img)
+				// 将base64编码的图片保存到本地webp
+				if err := SaveBase64Image(img, "data/images/"+img+".webp"); err != nil {
+					log.Println(err)
+				}
+			}
+		}
+
+	}
+}
+
+// 将base64编码的图片保存到本地webp
+func SaveBase64Image(base64Str string, filename string) error {
+	// 解码base64图片
+	data, err := base64.StdEncoding.DecodeString(base64Str)
+	if err != nil {
+		return err
+	}
+
+	// 将png图片解码为image.Image
+	img, err := png.Decode(bytes.NewReader(data))
+	if err != nil {
+		return err
+	}
+
+	// 创建webp编码器
+	webpWriter, err := os.Create(filename)
+	if err != nil {
+		return err
+	}
+	defer webpWriter.Close()
+
+	// 将image.Image编码为webp格式并保存到本地
+	if err := webp.Encode(webpWriter, img, &webp.Options{Lossless: true}); err != nil {
+		return err
+	}
+
+	return nil
 }
 
 func (model *Model) Train() (err error) {

models/WebSocketMnager.go

@@ -3,59 +3,44 @@ package models
 import (
 	"sync"
 
-	"github.com/google/uuid"
 	"github.com/gorilla/websocket"
 )
 
 type WebSocketManager struct {
-	connections map[string]*websocket.Conn
+	connections map[*websocket.Conn]string // 连接指针:任务ID
-	listeners   map[string]map[chan struct{}]struct{}
 	mutex       sync.RWMutex
 }
 
+// 创建一个新的连接池
 func NewWebSocketManager() *WebSocketManager {
 	return &WebSocketManager{
-		connections: make(map[string]*websocket.Conn),
+		connections: make(map[*websocket.Conn]string),
 		mutex:       sync.RWMutex{},
 	}
 }
 
-func (mgr *WebSocketManager) AddConnection(conn *websocket.Conn) string {
+// 向连接池加入一个新连接
+func (mgr *WebSocketManager) AddConnection(conn *websocket.Conn, task string) {
 	mgr.mutex.Lock()
 	defer mgr.mutex.Unlock()
-
+	mgr.connections[conn] = task
-	id := uuid.New().String() // 为每个连接生成一个唯一的 ID
-	mgr.connections[id] = conn
-
-	return id
 }
 
-func (mgr *WebSocketManager) RemoveConnection(id string) {
+// 从连接池中移除一个连接
+func (mgr *WebSocketManager) RemoveConnection(conn *websocket.Conn) {
 	mgr.mutex.Lock()
 	defer mgr.mutex.Unlock()
-	delete(mgr.connections, id)
+	delete(mgr.connections, conn)
 }
 
-func (mgr *WebSocketManager) ListenForChanges(target string, callback func()) {
+// 任务状态变化时, 向监听此任务的所有连接发送消息
-	notifications := make(chan struct{})
+func (mgr *WebSocketManager) NotifyTaskChange(task string, data interface{}) {
 	mgr.mutex.Lock()
 	defer mgr.mutex.Unlock()
 
-	if _, ok := mgr.listeners[target]; !ok {
+	for conn, value := range mgr.connections {
-		mgr.listeners[target] = make(map[chan struct{}]struct{})
+		if value == task {
-	}
+			conn.WriteJSON(data)
-	mgr.listeners[target][notifications] = struct{}{}
-
-	go func() {
-		for {
-			callback()
-			for listener := range mgr.listeners[target] {
-				select {
-				case listener <- struct{}{}:
-				default:
-					delete(mgr.listeners[target], listener)
-				}
-			}
 		}
-	}()
+	}
 }

models/server.go

@@ -1,6 +1,7 @@
 package models
 
 import (
+	"database/sql/driver"
 	"encoding/json"
 	"fmt"
 	"main/configs"
@@ -8,23 +9,40 @@ import (
 	"time"
 )
 
-type Server struct {
+type ModelList []string
-	ID        string                   `json:"id" gorm:"primary_key"`
+
-	Name      string                   `json:"name"`
+func (list *ModelList) Scan(value interface{}) error {
-	Type      string                   `json:"type"` // (訓練|推理)
+	return json.Unmarshal(value.([]byte), list)
-	IP        string                   `json:"ip"`
-	Port      int                      `json:"port"`
-	Status    string                   `json:"status"` // (異常|初始化|閒置|就緒|工作中|關閉中)
-	UserName  string                   `json:"username"`
-	Password  string                   `json:"password"`
-	Models    []map[string]interface{} `json:"models" gorm:"-"` // 數據庫不必保存
-	CreatedAt time.Time                `json:"created_at" gorm:"autoCreateTime"`
-	UpdatedAt time.Time                `json:"updated_at" gorm:"autoUpdateTime"`
 }
 
+func (list ModelList) Value() (driver.Value, error) {
+	return json.Marshal(list)
+}
+
+type Server struct {
+	ID        string    `json:"id" gorm:"primary_key"`
+	Name      string    `json:"name"`
+	Type      string    `json:"type"` // (训练|推理)
+	IP        string    `json:"ip"`
+	Port      int       `json:"port"`
+	Status    string    `json:"status"` // (異常|初始化|閒置|就緒|工作中|關閉中)
+	UserName  string    `json:"username"`
+	Password  string    `json:"password"`
+	Models    ModelList `json:"models"`
+	CreatedAt time.Time `json:"created_at" gorm:"autoCreateTime"`
+	UpdatedAt time.Time `json:"updated_at" gorm:"autoUpdateTime"`
+}
+
+// 获取所有服务器
+func GetServers() (servers []Server, err error) {
+	err = configs.ORMDB().Find(&servers).Error
+	return
+}
+
+// 檢查服務器是否正常
 func (server *Server) CheckStatus() error {
 	switch server.Type {
-	case "訓練":
+	case "训练":
 		resp, err := http.Get(fmt.Sprintf("http://%s:%d/dreambooth/status", server.IP, server.Port))
 		if err != nil {
 			server.Status = "異常"

routers/images.go

@@ -62,8 +62,8 @@ func ImagesGet(w http.ResponseWriter, r *http.Request) {
 		log.Println("任务编号:", task, "任务数量:", len(image_list))
 
 		// 加入连接池
-		wsid := images_websocket_manager.AddConnection(conn)
+		images_websocket_manager.AddConnection(conn, task)
-		defer images_websocket_manager.RemoveConnection(wsid)
+		defer images_websocket_manager.RemoveConnection(conn)
 
 		for {
 			_, msg, err := conn.ReadMessage()
@@ -111,6 +111,7 @@ func ImagesPost(w http.ResponseWriter, r *http.Request) {
 				Scheduler         string  `json:"scheduler"`           // 调度器
 				Seed              string  `json:"seed"`                // 随机种子(单张图生成时使用)
 				Number            int     `json:"number"`              // 生成数量
+				ModelID           int     `json:"model_id"`            // 模型ID
 			}{}
 			body, err := ioutil.ReadAll(r.Body)
 			if err != nil {
@@ -136,12 +137,26 @@ func ImagesPost(w http.ResponseWriter, r *http.Request) {
 			if template.GuidanceScale > 20 {
 				template.GuidanceScale = 20
 			}
+			if template.Scheduler == "" {
+				template.Scheduler = "DDIM"
+			}
+			if template.ModelID <= 0 {
+				w.WriteHeader(http.StatusBadRequest)
+				w.Write([]byte("model_id 参数不能为空"))
+				return
+			}
 
-			// TODO: 创建任务获得任务编号, 多张图时期望可以流式推理
+			// 从数据库中读取模型信息
-			task := uuid.New().String()
+			var model models.Model = models.Model{ID: template.ModelID}
+			if err := configs.ORMDB().First(&model).Error; err != nil {
+				w.WriteHeader(http.StatusBadRequest)
+				w.Write([]byte("模型不存在"))
+				return
+			}
 
 			// 直接创建一组图片
 			var image_list []models.Image
+			var task string = uuid.New().String()
 			for i := 0; i < template.Number; i++ {
 				var image models.Image
 				image.UserID = account.ID
@@ -157,6 +172,10 @@ func ImagesPost(w http.ResponseWriter, r *http.Request) {
 				image_list = append(image_list, image)
 			}
 
+			go model.Inference(image_list, func() {
+				images_websocket_manager.NotifyTaskChange(task, image_list)
+			})
+
 			// 存储图片信息到数据库
 			if err := configs.ORMDB().Create(&image_list).Error; err != nil {
 				log.Println(err)

routers/models.go

@@ -15,11 +15,8 @@ import (
 	"strconv"
 
 	"github.com/gorilla/mux"
-	"github.com/gorilla/websocket"
 )
 
-var manager = models.NewWebSocketManager()
-
 func init() {
 	// 初始化模型路由: 检查本地模型目录是否存在, 不存在则创建
 	if _, err := os.Stat("data/models"); err != nil {
@@ -190,39 +187,6 @@ func ModelsPost(w http.ResponseWriter, r *http.Request) {
 
 // 獲取模型詳情
 func ModelItemGet(w http.ResponseWriter, r *http.Request) {
-	if r.Header.Get("Upgrade") == "websocket" {
-		vars := mux.Vars(r)
-		id, _ := strconv.Atoi(vars["id"])
-
-		var model = models.Model{ID: id}
-		if err := configs.ORMDB().Take(&model, id).Error; err != nil {
-			w.WriteHeader(http.StatusNotFound)
-			return
-		}
-
-		upgrader := websocket.Upgrader{}
-		conn, err := upgrader.Upgrade(w, r, nil)
-		if err != nil {
-			log.Println(err)
-			return
-		}
-		defer conn.Close()
-		wsid := manager.AddConnection(conn)
-		defer manager.RemoveConnection(wsid)
-		for {
-			_, msg, err := conn.ReadMessage()
-			if err != nil {
-				log.Println(err)
-				return
-			}
-			log.Println(string(msg))
-			if string(msg) == "close" {
-				break
-			}
-		}
-		return
-	}
-
 	var model = models.Model{ID: utils.ParamInt(mux.Vars(r)["id"], 0)}
 	if err := configs.ORMDB().Take(&model, utils.ParamInt(mux.Vars(r)["id"], 0)).Error; err != nil {
 		w.WriteHeader(http.StatusNotFound)

routers/servers.go

@@ -65,10 +65,10 @@ func ServersPost(w http.ResponseWriter, r *http.Request) {
 		return
 	}
 
-	// 如果不指定類型，禁止創建服務器, 必須指定類型:訓練|推理
+	// 如果不指定類型，禁止創建服務器, 必須指定類型:训练|推理
-	if server.Type != "訓練" && server.Type != "推理" {
+	if server.Type != "训练" && server.Type != "推理" {
 		w.WriteHeader(http.StatusBadRequest)
-		w.Write([]byte("必須指定類型:訓練|推理"))
+		w.Write([]byte("必須指定類型:训练|推理"))
 		return
 	}