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feat(diffusers): be consistent with pipelines, support also depthimg2img (#926)

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Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
This commit is contained in:
Ettore Di Giacinto 2023-08-18 22:06:24 +02:00 committed by GitHub
parent 8cb1061c11
commit 1079b18ff7
No known key found for this signature in database
GPG Key ID: 4AEE18F83AFDEB23
14 changed files with 480 additions and 103 deletions
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35
api/openai/image.go
View File

@ -1,12 +1,11 @@
package openai
import (
"bufio"
"encoding/base64"
"encoding/json"
"fmt"
"io"
"os"
"path"
"path/filepath"
"strconv"
"strings"
@ -52,34 +51,28 @@ func ImageEndpoint(cm *config.ConfigLoader, o *options.Option) func(c *fiber.Ctx
}
src := ""
// retrieve the file data from the request
file, err := c.FormFile("src")
if err == nil {
f, err := file.Open()
if input.File != "" {
//base 64 decode the file and write it somewhere
// that we will cleanup
decoded, err := base64.StdEncoding.DecodeString(input.File)
if err != nil {
return err
}
defer f.Close()
dir, err := os.MkdirTemp("", "img2img")
// Create a temporary file
outputFile, err := os.CreateTemp(o.ImageDir, "b64")
if err != nil {
return err
}
defer os.RemoveAll(dir)
dst := filepath.Join(dir, path.Base(file.Filename))
dstFile, err := os.Create(dst)
// write the base64 result
writer := bufio.NewWriter(outputFile)
_, err = writer.Write(decoded)
if err != nil {
outputFile.Close()
return err
}
if _, err := io.Copy(dstFile, f); err != nil {
log.Debug().Msgf("Image file copying error %+v - %+v - err %+v", file.Filename, dst, err)
return err
}
src = dst
outputFile.Close()
src = outputFile.Name()
defer os.RemoveAll(src)
}
log.Debug().Msgf("Parameter Config: %+v", config)

18
extra/grpc/autogptq/backend_pb2.py
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File diff suppressed because one or more lines are too long

66
extra/grpc/autogptq/backend_pb2_grpc.py
View File

@ -54,6 +54,16 @@ class BackendStub(object):
request_serializer=backend__pb2.TTSRequest.SerializeToString,
response_deserializer=backend__pb2.Result.FromString,
)
self.TokenizeString = channel.unary_unary(
'/backend.Backend/TokenizeString',
request_serializer=backend__pb2.PredictOptions.SerializeToString,
response_deserializer=backend__pb2.TokenizationResponse.FromString,
)
self.Status = channel.unary_unary(
'/backend.Backend/Status',
request_serializer=backend__pb2.HealthMessage.SerializeToString,
response_deserializer=backend__pb2.StatusResponse.FromString,
)
class BackendServicer(object):
@ -107,6 +117,18 @@ class BackendServicer(object):
context.set_details('Method not implemented!')
raise NotImplementedError('Method not implemented!')
def TokenizeString(self, request, context):
"""Missing associated documentation comment in .proto file."""
context.set_code(grpc.StatusCode.UNIMPLEMENTED)
context.set_details('Method not implemented!')
raise NotImplementedError('Method not implemented!')
def Status(self, request, context):
"""Missing associated documentation comment in .proto file."""
context.set_code(grpc.StatusCode.UNIMPLEMENTED)
context.set_details('Method not implemented!')
raise NotImplementedError('Method not implemented!')
def add_BackendServicer_to_server(servicer, server):
rpc_method_handlers = {
@ -150,6 +172,16 @@ def add_BackendServicer_to_server(servicer, server):
request_deserializer=backend__pb2.TTSRequest.FromString,
response_serializer=backend__pb2.Result.SerializeToString,
),
'TokenizeString': grpc.unary_unary_rpc_method_handler(
servicer.TokenizeString,
request_deserializer=backend__pb2.PredictOptions.FromString,
response_serializer=backend__pb2.TokenizationResponse.SerializeToString,
),
'Status': grpc.unary_unary_rpc_method_handler(
servicer.Status,
request_deserializer=backend__pb2.HealthMessage.FromString,
response_serializer=backend__pb2.StatusResponse.SerializeToString,
),
}
generic_handler = grpc.method_handlers_generic_handler(
'backend.Backend', rpc_method_handlers)
@ -295,3 +327,37 @@ class Backend(object):
backend__pb2.Result.FromString,
options, channel_credentials,
insecure, call_credentials, compression, wait_for_ready, timeout, metadata)
@staticmethod
def TokenizeString(request,
target,
options=(),
channel_credentials=None,
call_credentials=None,
insecure=False,
compression=None,
wait_for_ready=None,
timeout=None,
metadata=None):
return grpc.experimental.unary_unary(request, target, '/backend.Backend/TokenizeString',
backend__pb2.PredictOptions.SerializeToString,
backend__pb2.TokenizationResponse.FromString,
options, channel_credentials,
insecure, call_credentials, compression, wait_for_ready, timeout, metadata)
@staticmethod
def Status(request,
target,
options=(),
channel_credentials=None,
call_credentials=None,
insecure=False,
compression=None,
wait_for_ready=None,
timeout=None,
metadata=None):
return grpc.experimental.unary_unary(request, target, '/backend.Backend/Status',
backend__pb2.HealthMessage.SerializeToString,
backend__pb2.StatusResponse.FromString,
options, channel_credentials,
insecure, call_credentials, compression, wait_for_ready, timeout, metadata)

18
extra/grpc/bark/backend_pb2.py
View File

File diff suppressed because one or more lines are too long

66
extra/grpc/bark/backend_pb2_grpc.py
View File

@ -54,6 +54,16 @@ class BackendStub(object):
request_serializer=backend__pb2.TTSRequest.SerializeToString,
response_deserializer=backend__pb2.Result.FromString,
)
self.TokenizeString = channel.unary_unary(
'/backend.Backend/TokenizeString',
request_serializer=backend__pb2.PredictOptions.SerializeToString,
response_deserializer=backend__pb2.TokenizationResponse.FromString,
)
self.Status = channel.unary_unary(
'/backend.Backend/Status',
request_serializer=backend__pb2.HealthMessage.SerializeToString,
response_deserializer=backend__pb2.StatusResponse.FromString,
)
class BackendServicer(object):
@ -107,6 +117,18 @@ class BackendServicer(object):
context.set_details('Method not implemented!')
raise NotImplementedError('Method not implemented!')
def TokenizeString(self, request, context):
"""Missing associated documentation comment in .proto file."""
context.set_code(grpc.StatusCode.UNIMPLEMENTED)
context.set_details('Method not implemented!')
raise NotImplementedError('Method not implemented!')
def Status(self, request, context):
"""Missing associated documentation comment in .proto file."""
context.set_code(grpc.StatusCode.UNIMPLEMENTED)
context.set_details('Method not implemented!')
raise NotImplementedError('Method not implemented!')
def add_BackendServicer_to_server(servicer, server):
rpc_method_handlers = {
@ -150,6 +172,16 @@ def add_BackendServicer_to_server(servicer, server):
request_deserializer=backend__pb2.TTSRequest.FromString,
response_serializer=backend__pb2.Result.SerializeToString,
),
'TokenizeString': grpc.unary_unary_rpc_method_handler(
servicer.TokenizeString,
request_deserializer=backend__pb2.PredictOptions.FromString,
response_serializer=backend__pb2.TokenizationResponse.SerializeToString,
),
'Status': grpc.unary_unary_rpc_method_handler(
servicer.Status,
request_deserializer=backend__pb2.HealthMessage.FromString,
response_serializer=backend__pb2.StatusResponse.SerializeToString,
),
}
generic_handler = grpc.method_handlers_generic_handler(
'backend.Backend', rpc_method_handlers)
@ -295,3 +327,37 @@ class Backend(object):
backend__pb2.Result.FromString,
options, channel_credentials,
insecure, call_credentials, compression, wait_for_ready, timeout, metadata)
@staticmethod
def TokenizeString(request,
target,
options=(),
channel_credentials=None,
call_credentials=None,
insecure=False,
compression=None,
wait_for_ready=None,
timeout=None,
metadata=None):
return grpc.experimental.unary_unary(request, target, '/backend.Backend/TokenizeString',
backend__pb2.PredictOptions.SerializeToString,
backend__pb2.TokenizationResponse.FromString,
options, channel_credentials,
insecure, call_credentials, compression, wait_for_ready, timeout, metadata)
@staticmethod
def Status(request,
target,
options=(),
channel_credentials=None,
call_credentials=None,
insecure=False,
compression=None,
wait_for_ready=None,
timeout=None,
metadata=None):
return grpc.experimental.unary_unary(request, target, '/backend.Backend/Status',
backend__pb2.HealthMessage.SerializeToString,
backend__pb2.StatusResponse.FromString,
options, channel_credentials,
insecure, call_credentials, compression, wait_for_ready, timeout, metadata)

69
extra/grpc/diffusers/backend_diffusers.py
View File

@ -12,7 +12,7 @@ import os
# import diffusers
import torch
from torch import autocast
from diffusers import StableDiffusionXLPipeline, DPMSolverMultistepScheduler, StableDiffusionPipeline, DiffusionPipeline, EulerAncestralDiscreteScheduler
from diffusers import StableDiffusionXLPipeline, StableDiffusionDepth2ImgPipeline, DPMSolverMultistepScheduler, StableDiffusionPipeline, DiffusionPipeline, EulerAncestralDiscreteScheduler
from diffusers.pipelines.stable_diffusion import safety_checker
from compel import Compel
from PIL import Image
@ -150,36 +150,39 @@ class BackendServicer(backend_pb2_grpc.BackendServicer):
modelFile = request.ModelFile
fromSingleFile = request.Model.startswith("http") or request.Model.startswith("/") or local
# If request.Model is a URL, use from_single_file
if request.IMG2IMG and request.PipelineType == "":
request.PipelineType == "StableDiffusionImg2ImgPipeline"
if request.PipelineType == "":
request.PipelineType == "StableDiffusionPipeline"
## img2img
if request.PipelineType == "StableDiffusionImg2ImgPipeline":
if fromSingleFile:
self.pipe = StableDiffusionImg2ImgPipeline.from_single_file(modelFile,
torch_dtype=torchType,
guidance_scale=cfg_scale)
else:
self.pipe = StableDiffusionImg2ImgPipeline.from_pretrained(request.Model,
torch_dtype=torchType,
guidance_scale=cfg_scale)
if request.PipelineType == "StableDiffusionDepth2ImgPipeline":
self.pipe = StableDiffusionDepth2ImgPipeline.from_pretrained(request.Model,
torch_dtype=torchType,
guidance_scale=cfg_scale)
## text2img
if request.PipelineType == "StableDiffusionPipeline":
if fromSingleFile:
if request.IMG2IMG:
self.pipe = StableDiffusionImg2ImgPipeline.from_single_file(modelFile,
torch_dtype=torchType,
guidance_scale=cfg_scale)
else:
self.pipe = StableDiffusionPipeline.from_single_file(modelFile,
torch_dtype=torchType,
guidance_scale=cfg_scale)
self.pipe = StableDiffusionPipeline.from_single_file(modelFile,
torch_dtype=torchType,
guidance_scale=cfg_scale)
else:
if request.IMG2IMG:
self.pipe = StableDiffusionImg2ImgPipeline.from_pretrained(request.Model,
torch_dtype=torchType,
guidance_scale=cfg_scale)
else:
self.pipe = StableDiffusionPipeline.from_pretrained(request.Model,
torch_dtype=torchType,
guidance_scale=cfg_scale)
# https://github.com/huggingface/diffusers/issues/4446
# do not use text_encoder in the constructor since then
# https://github.com/huggingface/diffusers/issues/3212#issuecomment-1521841481
if CLIPSKIP and request.CLIPSkip != 0:
text_encoder = CLIPTextModel.from_pretrained(clipmodel, num_hidden_layers=request.CLIPSkip, subfolder=clipsubfolder, torch_dtype=torchType)
self.pipe.text_encoder=text_encoder
self.pipe = StableDiffusionPipeline.from_pretrained(request.Model,
torch_dtype=torchType,
guidance_scale=cfg_scale)
if request.PipelineType == "DiffusionPipeline":
self.pipe = DiffusionPipeline.from_pretrained(request.Model,
torch_dtype=torchType,
@ -197,11 +200,19 @@ class BackendServicer(backend_pb2_grpc.BackendServicer):
use_safetensors=True,
# variant="fp16"
guidance_scale=cfg_scale)
# https://github.com/huggingface/diffusers/issues/4446
# do not use text_encoder in the constructor since then
# https://github.com/huggingface/diffusers/issues/3212#issuecomment-1521841481
if CLIPSKIP and request.CLIPSkip != 0:
text_encoder = CLIPTextModel.from_pretrained(clipmodel, num_hidden_layers=request.CLIPSkip, subfolder=clipsubfolder, torch_dtype=torchType)
self.pipe.text_encoder=text_encoder
# torch_dtype needs to be customized. float16 for GPU, float32 for CPU
# TODO: this needs to be customized
self.pipe.scheduler = get_scheduler(request.SchedulerType, self.pipe.scheduler.config)
if request.SchedulerType != "":
self.pipe.scheduler = get_scheduler(request.SchedulerType, self.pipe.scheduler.config)
self.compel = Compel(tokenizer=self.pipe.tokenizer, text_encoder=self.pipe.text_encoder)
if request.CUDA:
self.pipe.to('cuda')
except Exception as err:
return backend_pb2.Result(success=False, message=f"Unexpected {err=}, {type(err)=}")
# Implement your logic here for the LoadModel service
@ -220,11 +231,7 @@ class BackendServicer(backend_pb2_grpc.BackendServicer):
}
if request.src != "":
# open the image with Image.open
# convert the image to RGB
# resize the image to the request width and height
# XXX: untested
image = Image.open(request.src).convert("RGB").resize((request.width, request.height))
image = Image.open(request.src)
options["image"] = image
# Get the keys that we will build the args for our pipe for

18
extra/grpc/diffusers/backend_pb2.py
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File diff suppressed because one or more lines are too long

66
extra/grpc/diffusers/backend_pb2_grpc.py
View File

@ -54,6 +54,16 @@ class BackendStub(object):
request_serializer=backend__pb2.TTSRequest.SerializeToString,
response_deserializer=backend__pb2.Result.FromString,
)
self.TokenizeString = channel.unary_unary(
'/backend.Backend/TokenizeString',
request_serializer=backend__pb2.PredictOptions.SerializeToString,
response_deserializer=backend__pb2.TokenizationResponse.FromString,
)
self.Status = channel.unary_unary(
'/backend.Backend/Status',
request_serializer=backend__pb2.HealthMessage.SerializeToString,
response_deserializer=backend__pb2.StatusResponse.FromString,
)
class BackendServicer(object):
@ -107,6 +117,18 @@ class BackendServicer(object):
context.set_details('Method not implemented!')
raise NotImplementedError('Method not implemented!')
def TokenizeString(self, request, context):
"""Missing associated documentation comment in .proto file."""
context.set_code(grpc.StatusCode.UNIMPLEMENTED)
context.set_details('Method not implemented!')
raise NotImplementedError('Method not implemented!')
def Status(self, request, context):
"""Missing associated documentation comment in .proto file."""
context.set_code(grpc.StatusCode.UNIMPLEMENTED)
context.set_details('Method not implemented!')
raise NotImplementedError('Method not implemented!')
def add_BackendServicer_to_server(servicer, server):
rpc_method_handlers = {
@ -150,6 +172,16 @@ def add_BackendServicer_to_server(servicer, server):
request_deserializer=backend__pb2.TTSRequest.FromString,
response_serializer=backend__pb2.Result.SerializeToString,
),
'TokenizeString': grpc.unary_unary_rpc_method_handler(
servicer.TokenizeString,
request_deserializer=backend__pb2.PredictOptions.FromString,
response_serializer=backend__pb2.TokenizationResponse.SerializeToString,
),
'Status': grpc.unary_unary_rpc_method_handler(
servicer.Status,
request_deserializer=backend__pb2.HealthMessage.FromString,
response_serializer=backend__pb2.StatusResponse.SerializeToString,
),
}
generic_handler = grpc.method_handlers_generic_handler(
'backend.Backend', rpc_method_handlers)
@ -295,3 +327,37 @@ class Backend(object):
backend__pb2.Result.FromString,
options, channel_credentials,
insecure, call_credentials, compression, wait_for_ready, timeout, metadata)
@staticmethod
def TokenizeString(request,
target,
options=(),
channel_credentials=None,
call_credentials=None,
insecure=False,
compression=None,
wait_for_ready=None,
timeout=None,
metadata=None):
return grpc.experimental.unary_unary(request, target, '/backend.Backend/TokenizeString',
backend__pb2.PredictOptions.SerializeToString,
backend__pb2.TokenizationResponse.FromString,
options, channel_credentials,
insecure, call_credentials, compression, wait_for_ready, timeout, metadata)
@staticmethod
def Status(request,
target,
options=(),
channel_credentials=None,
call_credentials=None,
insecure=False,
compression=None,
wait_for_ready=None,
timeout=None,
metadata=None):
return grpc.experimental.unary_unary(request, target, '/backend.Backend/Status',
backend__pb2.HealthMessage.SerializeToString,
backend__pb2.StatusResponse.FromString,
options, channel_credentials,
insecure, call_credentials, compression, wait_for_ready, timeout, metadata)

18
extra/grpc/exllama/backend_pb2.py
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File diff suppressed because one or more lines are too long

66
extra/grpc/exllama/backend_pb2_grpc.py
View File

@ -54,6 +54,16 @@ class BackendStub(object):
request_serializer=backend__pb2.TTSRequest.SerializeToString,
response_deserializer=backend__pb2.Result.FromString,
)
self.TokenizeString = channel.unary_unary(
'/backend.Backend/TokenizeString',
request_serializer=backend__pb2.PredictOptions.SerializeToString,
response_deserializer=backend__pb2.TokenizationResponse.FromString,
)
self.Status = channel.unary_unary(
'/backend.Backend/Status',
request_serializer=backend__pb2.HealthMessage.SerializeToString,
response_deserializer=backend__pb2.StatusResponse.FromString,
)
class BackendServicer(object):
@ -107,6 +117,18 @@ class BackendServicer(object):
context.set_details('Method not implemented!')
raise NotImplementedError('Method not implemented!')
def TokenizeString(self, request, context):
"""Missing associated documentation comment in .proto file."""
context.set_code(grpc.StatusCode.UNIMPLEMENTED)
context.set_details('Method not implemented!')
raise NotImplementedError('Method not implemented!')
def Status(self, request, context):
"""Missing associated documentation comment in .proto file."""
context.set_code(grpc.StatusCode.UNIMPLEMENTED)
context.set_details('Method not implemented!')
raise NotImplementedError('Method not implemented!')
def add_BackendServicer_to_server(servicer, server):
rpc_method_handlers = {
@ -150,6 +172,16 @@ def add_BackendServicer_to_server(servicer, server):
request_deserializer=backend__pb2.TTSRequest.FromString,
response_serializer=backend__pb2.Result.SerializeToString,
),
'TokenizeString': grpc.unary_unary_rpc_method_handler(
servicer.TokenizeString,
request_deserializer=backend__pb2.PredictOptions.FromString,
response_serializer=backend__pb2.TokenizationResponse.SerializeToString,
),
'Status': grpc.unary_unary_rpc_method_handler(
servicer.Status,
request_deserializer=backend__pb2.HealthMessage.FromString,
response_serializer=backend__pb2.StatusResponse.SerializeToString,
),
}
generic_handler = grpc.method_handlers_generic_handler(
'backend.Backend', rpc_method_handlers)
@ -295,3 +327,37 @@ class Backend(object):
backend__pb2.Result.FromString,
options, channel_credentials,
insecure, call_credentials, compression, wait_for_ready, timeout, metadata)
@staticmethod
def TokenizeString(request,
target,
options=(),
channel_credentials=None,
call_credentials=None,
insecure=False,
compression=None,
wait_for_ready=None,
timeout=None,
metadata=None):
return grpc.experimental.unary_unary(request, target, '/backend.Backend/TokenizeString',
backend__pb2.PredictOptions.SerializeToString,
backend__pb2.TokenizationResponse.FromString,
options, channel_credentials,
insecure, call_credentials, compression, wait_for_ready, timeout, metadata)
@staticmethod
def Status(request,
target,
options=(),
channel_credentials=None,
call_credentials=None,
insecure=False,
compression=None,
wait_for_ready=None,
timeout=None,
metadata=None):
return grpc.experimental.unary_unary(request, target, '/backend.Backend/Status',
backend__pb2.HealthMessage.SerializeToString,
backend__pb2.StatusResponse.FromString,
options, channel_credentials,
insecure, call_credentials, compression, wait_for_ready, timeout, metadata)

18
extra/grpc/huggingface/backend_pb2.py
View File

File diff suppressed because one or more lines are too long

66
extra/grpc/huggingface/backend_pb2_grpc.py
View File

@ -54,6 +54,16 @@ class BackendStub(object):
request_serializer=backend__pb2.TTSRequest.SerializeToString,
response_deserializer=backend__pb2.Result.FromString,
)
self.TokenizeString = channel.unary_unary(
'/backend.Backend/TokenizeString',
request_serializer=backend__pb2.PredictOptions.SerializeToString,
response_deserializer=backend__pb2.TokenizationResponse.FromString,
)
self.Status = channel.unary_unary(
'/backend.Backend/Status',
request_serializer=backend__pb2.HealthMessage.SerializeToString,
response_deserializer=backend__pb2.StatusResponse.FromString,
)
class BackendServicer(object):
@ -107,6 +117,18 @@ class BackendServicer(object):
context.set_details('Method not implemented!')
raise NotImplementedError('Method not implemented!')
def TokenizeString(self, request, context):
"""Missing associated documentation comment in .proto file."""
context.set_code(grpc.StatusCode.UNIMPLEMENTED)
context.set_details('Method not implemented!')
raise NotImplementedError('Method not implemented!')
def Status(self, request, context):
"""Missing associated documentation comment in .proto file."""
context.set_code(grpc.StatusCode.UNIMPLEMENTED)
context.set_details('Method not implemented!')
raise NotImplementedError('Method not implemented!')
def add_BackendServicer_to_server(servicer, server):
rpc_method_handlers = {
@ -150,6 +172,16 @@ def add_BackendServicer_to_server(servicer, server):
request_deserializer=backend__pb2.TTSRequest.FromString,
response_serializer=backend__pb2.Result.SerializeToString,
),
'TokenizeString': grpc.unary_unary_rpc_method_handler(
servicer.TokenizeString,
request_deserializer=backend__pb2.PredictOptions.FromString,
response_serializer=backend__pb2.TokenizationResponse.SerializeToString,
),
'Status': grpc.unary_unary_rpc_method_handler(
servicer.Status,
request_deserializer=backend__pb2.HealthMessage.FromString,
response_serializer=backend__pb2.StatusResponse.SerializeToString,
),
}
generic_handler = grpc.method_handlers_generic_handler(
'backend.Backend', rpc_method_handlers)
@ -295,3 +327,37 @@ class Backend(object):
backend__pb2.Result.FromString,
options, channel_credentials,
insecure, call_credentials, compression, wait_for_ready, timeout, metadata)
@staticmethod
def TokenizeString(request,
target,
options=(),
channel_credentials=None,
call_credentials=None,
insecure=False,
compression=None,
wait_for_ready=None,
timeout=None,
metadata=None):
return grpc.experimental.unary_unary(request, target, '/backend.Backend/TokenizeString',
backend__pb2.PredictOptions.SerializeToString,
backend__pb2.TokenizationResponse.FromString,
options, channel_credentials,
insecure, call_credentials, compression, wait_for_ready, timeout, metadata)
@staticmethod
def Status(request,
target,
options=(),
channel_credentials=None,
call_credentials=None,
insecure=False,
compression=None,
wait_for_ready=None,
timeout=None,
metadata=None):
return grpc.experimental.unary_unary(request, target, '/backend.Backend/Status',
backend__pb2.HealthMessage.SerializeToString,
backend__pb2.StatusResponse.FromString,
options, channel_credentials,
insecure, call_credentials, compression, wait_for_ready, timeout, metadata)

4
pkg/grpc/proto/backend.pb.go
View File

@ -1,7 +1,7 @@
// Code generated by protoc-gen-go. DO NOT EDIT.
// versions:
// protoc-gen-go v1.27.1
// protoc v3.12.4
// protoc-gen-go v1.26.0
// protoc v3.15.8
// source: pkg/grpc/proto/backend.proto
package proto

55
pkg/grpc/proto/backend_grpc.pb.go
View File

@ -1,7 +1,7 @@
// Code generated by protoc-gen-go-grpc. DO NOT EDIT.
// versions:
// - protoc-gen-go-grpc v1.3.0
// - protoc v3.12.4
// - protoc-gen-go-grpc v1.2.0
// - protoc v3.15.8
// source: pkg/grpc/proto/backend.proto
package proto
@ -18,19 +18,6 @@ import (
// Requires gRPC-Go v1.32.0 or later.
const _ = grpc.SupportPackageIsVersion7
const (
Backend_Health_FullMethodName = "/backend.Backend/Health"
Backend_Predict_FullMethodName = "/backend.Backend/Predict"
Backend_LoadModel_FullMethodName = "/backend.Backend/LoadModel"
Backend_PredictStream_FullMethodName = "/backend.Backend/PredictStream"
Backend_Embedding_FullMethodName = "/backend.Backend/Embedding"
Backend_GenerateImage_FullMethodName = "/backend.Backend/GenerateImage"
Backend_AudioTranscription_FullMethodName = "/backend.Backend/AudioTranscription"
Backend_TTS_FullMethodName = "/backend.Backend/TTS"
Backend_TokenizeString_FullMethodName = "/backend.Backend/TokenizeString"
Backend_Status_FullMethodName = "/backend.Backend/Status"
)
// BackendClient is the client API for Backend service.
//
// For semantics around ctx use and closing/ending streaming RPCs, please refer to https://pkg.go.dev/google.golang.org/grpc/?tab=doc#ClientConn.NewStream.
@ -57,7 +44,7 @@ func NewBackendClient(cc grpc.ClientConnInterface) BackendClient {
func (c *backendClient) Health(ctx context.Context, in *HealthMessage, opts ...grpc.CallOption) (*Reply, error) {
out := new(Reply)
err := c.cc.Invoke(ctx, Backend_Health_FullMethodName, in, out, opts...)
err := c.cc.Invoke(ctx, "/backend.Backend/Health", in, out, opts...)
if err != nil {
return nil, err
}
@ -66,7 +53,7 @@ func (c *backendClient) Health(ctx context.Context, in *HealthMessage, opts ...g
func (c *backendClient) Predict(ctx context.Context, in *PredictOptions, opts ...grpc.CallOption) (*Reply, error) {
out := new(Reply)
err := c.cc.Invoke(ctx, Backend_Predict_FullMethodName, in, out, opts...)
err := c.cc.Invoke(ctx, "/backend.Backend/Predict", in, out, opts...)
if err != nil {
return nil, err
}
@ -75,7 +62,7 @@ func (c *backendClient) Predict(ctx context.Context, in *PredictOptions, opts ..
func (c *backendClient) LoadModel(ctx context.Context, in *ModelOptions, opts ...grpc.CallOption) (*Result, error) {
out := new(Result)
err := c.cc.Invoke(ctx, Backend_LoadModel_FullMethodName, in, out, opts...)
err := c.cc.Invoke(ctx, "/backend.Backend/LoadModel", in, out, opts...)
if err != nil {
return nil, err
}
@ -83,7 +70,7 @@ func (c *backendClient) LoadModel(ctx context.Context, in *ModelOptions, opts ..
}
func (c *backendClient) PredictStream(ctx context.Context, in *PredictOptions, opts ...grpc.CallOption) (Backend_PredictStreamClient, error) {
stream, err := c.cc.NewStream(ctx, &Backend_ServiceDesc.Streams[0], Backend_PredictStream_FullMethodName, opts...)
stream, err := c.cc.NewStream(ctx, &Backend_ServiceDesc.Streams[0], "/backend.Backend/PredictStream", opts...)
if err != nil {
return nil, err
}
@ -116,7 +103,7 @@ func (x *backendPredictStreamClient) Recv() (*Reply, error) {
func (c *backendClient) Embedding(ctx context.Context, in *PredictOptions, opts ...grpc.CallOption) (*EmbeddingResult, error) {
out := new(EmbeddingResult)
err := c.cc.Invoke(ctx, Backend_Embedding_FullMethodName, in, out, opts...)
err := c.cc.Invoke(ctx, "/backend.Backend/Embedding", in, out, opts...)
if err != nil {
return nil, err
}
@ -125,7 +112,7 @@ func (c *backendClient) Embedding(ctx context.Context, in *PredictOptions, opts
func (c *backendClient) GenerateImage(ctx context.Context, in *GenerateImageRequest, opts ...grpc.CallOption) (*Result, error) {
out := new(Result)
err := c.cc.Invoke(ctx, Backend_GenerateImage_FullMethodName, in, out, opts...)
err := c.cc.Invoke(ctx, "/backend.Backend/GenerateImage", in, out, opts...)
if err != nil {
return nil, err
}
@ -134,7 +121,7 @@ func (c *backendClient) GenerateImage(ctx context.Context, in *GenerateImageRequ
func (c *backendClient) AudioTranscription(ctx context.Context, in *TranscriptRequest, opts ...grpc.CallOption) (*TranscriptResult, error) {
out := new(TranscriptResult)
err := c.cc.Invoke(ctx, Backend_AudioTranscription_FullMethodName, in, out, opts...)
err := c.cc.Invoke(ctx, "/backend.Backend/AudioTranscription", in, out, opts...)
if err != nil {
return nil, err
}
@ -143,7 +130,7 @@ func (c *backendClient) AudioTranscription(ctx context.Context, in *TranscriptRe
func (c *backendClient) TTS(ctx context.Context, in *TTSRequest, opts ...grpc.CallOption) (*Result, error) {
out := new(Result)
err := c.cc.Invoke(ctx, Backend_TTS_FullMethodName, in, out, opts...)
err := c.cc.Invoke(ctx, "/backend.Backend/TTS", in, out, opts...)
if err != nil {
return nil, err
}
@ -152,7 +139,7 @@ func (c *backendClient) TTS(ctx context.Context, in *TTSRequest, opts ...grpc.Ca
func (c *backendClient) TokenizeString(ctx context.Context, in *PredictOptions, opts ...grpc.CallOption) (*TokenizationResponse, error) {
out := new(TokenizationResponse)
err := c.cc.Invoke(ctx, Backend_TokenizeString_FullMethodName, in, out, opts...)
err := c.cc.Invoke(ctx, "/backend.Backend/TokenizeString", in, out, opts...)
if err != nil {
return nil, err
}
@ -161,7 +148,7 @@ func (c *backendClient) TokenizeString(ctx context.Context, in *PredictOptions,
func (c *backendClient) Status(ctx context.Context, in *HealthMessage, opts ...grpc.CallOption) (*StatusResponse, error) {
out := new(StatusResponse)
err := c.cc.Invoke(ctx, Backend_Status_FullMethodName, in, out, opts...)
err := c.cc.Invoke(ctx, "/backend.Backend/Status", in, out, opts...)
if err != nil {
return nil, err
}
@ -242,7 +229,7 @@ func _Backend_Health_Handler(srv interface{}, ctx context.Context, dec func(inte
}
info := &grpc.UnaryServerInfo{
Server: srv,
FullMethod: Backend_Health_FullMethodName,
FullMethod: "/backend.Backend/Health",
}
handler := func(ctx context.Context, req interface{}) (interface{}, error) {
return srv.(BackendServer).Health(ctx, req.(*HealthMessage))
@ -260,7 +247,7 @@ func _Backend_Predict_Handler(srv interface{}, ctx context.Context, dec func(int
}
info := &grpc.UnaryServerInfo{
Server: srv,
FullMethod: Backend_Predict_FullMethodName,
FullMethod: "/backend.Backend/Predict",
}
handler := func(ctx context.Context, req interface{}) (interface{}, error) {
return srv.(BackendServer).Predict(ctx, req.(*PredictOptions))
@ -278,7 +265,7 @@ func _Backend_LoadModel_Handler(srv interface{}, ctx context.Context, dec func(i
}
info := &grpc.UnaryServerInfo{
Server: srv,
FullMethod: Backend_LoadModel_FullMethodName,
FullMethod: "/backend.Backend/LoadModel",
}
handler := func(ctx context.Context, req interface{}) (interface{}, error) {
return srv.(BackendServer).LoadModel(ctx, req.(*ModelOptions))
@ -317,7 +304,7 @@ func _Backend_Embedding_Handler(srv interface{}, ctx context.Context, dec func(i
}
info := &grpc.UnaryServerInfo{
Server: srv,
FullMethod: Backend_Embedding_FullMethodName,
FullMethod: "/backend.Backend/Embedding",
}
handler := func(ctx context.Context, req interface{}) (interface{}, error) {
return srv.(BackendServer).Embedding(ctx, req.(*PredictOptions))
@ -335,7 +322,7 @@ func _Backend_GenerateImage_Handler(srv interface{}, ctx context.Context, dec fu
}
info := &grpc.UnaryServerInfo{
Server: srv,
FullMethod: Backend_GenerateImage_FullMethodName,
FullMethod: "/backend.Backend/GenerateImage",
}
handler := func(ctx context.Context, req interface{}) (interface{}, error) {
return srv.(BackendServer).GenerateImage(ctx, req.(*GenerateImageRequest))
@ -353,7 +340,7 @@ func _Backend_AudioTranscription_Handler(srv interface{}, ctx context.Context, d
}
info := &grpc.UnaryServerInfo{
Server: srv,
FullMethod: Backend_AudioTranscription_FullMethodName,
FullMethod: "/backend.Backend/AudioTranscription",
}
handler := func(ctx context.Context, req interface{}) (interface{}, error) {
return srv.(BackendServer).AudioTranscription(ctx, req.(*TranscriptRequest))
@ -371,7 +358,7 @@ func _Backend_TTS_Handler(srv interface{}, ctx context.Context, dec func(interfa
}
info := &grpc.UnaryServerInfo{
Server: srv,
FullMethod: Backend_TTS_FullMethodName,
FullMethod: "/backend.Backend/TTS",
}
handler := func(ctx context.Context, req interface{}) (interface{}, error) {
return srv.(BackendServer).TTS(ctx, req.(*TTSRequest))
@ -389,7 +376,7 @@ func _Backend_TokenizeString_Handler(srv interface{}, ctx context.Context, dec f
}
info := &grpc.UnaryServerInfo{
Server: srv,
FullMethod: Backend_TokenizeString_FullMethodName,
FullMethod: "/backend.Backend/TokenizeString",
}
handler := func(ctx context.Context, req interface{}) (interface{}, error) {
return srv.(BackendServer).TokenizeString(ctx, req.(*PredictOptions))
@ -407,7 +394,7 @@ func _Backend_Status_Handler(srv interface{}, ctx context.Context, dec func(inte
}
info := &grpc.UnaryServerInfo{
Server: srv,
FullMethod: Backend_Status_FullMethodName,
FullMethod: "/backend.Backend/Status",
}
handler := func(ctx context.Context, req interface{}) (interface{}, error) {
return srv.(BackendServer).Status(ctx, req.(*HealthMessage))