From bfa28abc73051af39b5f8aff0f1e326e097d1148 Mon Sep 17 00:00:00 2001 From: barrierye Date: Fri, 17 Jul 2020 19:52:51 +0800 Subject: [PATCH] add doc for pipeline --- doc/PIPELINE_SERVING_CN.md | 377 +++++++++++++++++++++++++++++++++++++ doc/pipeline-img1.png | Bin 0 -> 63601 bytes 2 files changed, 377 insertions(+) create mode 100644 doc/PIPELINE_SERVING_CN.md create mode 100644 doc/pipeline-img1.png diff --git a/doc/PIPELINE_SERVING_CN.md b/doc/PIPELINE_SERVING_CN.md new file mode 100644 index 00000000..366e33cf --- /dev/null +++ b/doc/PIPELINE_SERVING_CN.md @@ -0,0 +1,377 @@ + + +# Pipeline Serving + +Paddle Serving 通常用于单模型的一键部署,但端到端的深度学习模型当前还不能解决所有问题,多个深度学习模型配合起来使用还是解决现实问题的常规手段。 + +Paddle Serving 提供了用户友好的多模型组合服务编程框架,Pipeline Serving,旨在降低编程门槛,提升整体的预估效率。 + +## 整体架构设计 + +Server端基于 gRPC 和图执行引擎构建,两者的关系如下图所示。 + +
+ +
+ +### 图执行引擎 + +图执行引擎由 OP 和 Channel 构成,相连接的 OP 之间会共享一个 Channel。 + +- Channel 可以理解为一个缓冲队列。每个 OP 只接受一个 Channel 的输入和一个多个 Channel 的输出(每个输出相同);一个 Channel 可以包含来自多个 OP 的输出,同一个 Channel 的数据可以作为多个 OP 的输入Channel +- 用户只需要定义 OP 间的关系,在编译期图引擎负责分析整个图的依赖关系,并声明Channel +- Request 进入图执行引擎服务后会产生一个 Request Id,Reponse 会通过 Request Id 进行对应的返回 +- 对于 OP 之间需要传输过大数据的情况,可以考虑 RAM DB 外存进行全局存储,通过在 Channel 中传递索引的 Key 来进行数据传输 + +
+ +
+ + +### OP的设计 + +- 单个OP默认的功能是根据输入的 Channel 数据,访问一个 Paddle Serving 的单模型服务,并将结果存在输出的 Channel +- 单个 OP 可以支持用户自定义,包括 preprocess,process,postprocess 三个函数都可以由用户继承和实现 +- 单个 OP 可以控制并发数,从而增加处理并发数 +- OP 可以由线程或进程启动 + +### Channel的设计 + +- Channel 是 OP 之间共享数据的数据结构,负责共享数据或者共享数据状态信息 +- Channel 可以支持多个OP的输出存储在同一个 Channel,同一个 Channel 中的数据可以被多个 OP 使用 +- 下图为图执行引擎中 Channel 的设计,采用 input buffer 和 output buffer 进行多 OP 输入或多 OP 输出的数据对齐,中间采用一个 Queue 进行缓冲 + +
+ +
+ + +### 极端情况的考虑 + +- 请求超时的处理 + + 整个图执行引擎每一步都有可能发生超时,图执行引擎里面通过设置 timeout 值来控制,任何环节超时的请求都会返回超时响应。 + +- Channel 存储的数据过大 + + Channel 中可能会存储过大的数据,导致拷贝等耗时过高,图执行引擎里面可以通过将 OP 计算结果数据存储到外存,如高速的内存 KV 系统 + +- Channel 设计中的 input buffer 和 output buffer 是否会无限增加 + + - 不会。整个图执行引擎的输入会放到一个 Channel 的 internal queue 里面,直接作为整个服务的流量控制缓冲队列 + - 对于 input buffer,根据计算量的情况调整 OP1 和 OP2 的并发数,使得 input buffer 来自各个输入 OP 的数量相对平衡 + - 对于 output buffer,可以采用和 input buffer 类似的处理方法,即调整 OP3 和 OP4 的并发数,使得 output buffer 的缓冲长度得到控制 + - 注:input buffer 的长度取决于 internal queue 中每个 item 完全 ready 的速度,output buffer 的长度取决于下游 OP 从 output buffer 获取数据的速度 + +## 详细设计 + +### 用户接口设计 + +#### 1. 普通 OP 定义 + +普通 OP 作为图执行引擎中的基本单元,其构造函数如下: + +```python +def __init__(name=None, + input_ops=[], + server_endpoints=[], + fetch_list=[], + client_config=None, + concurrency=1, + timeout=-1, + retry=1) +``` + +各参数含义如下 + +| 参数名 | 含义 | +| :--------------: | :----------------------------------------------------------: | +| name | (str)用于标识 OP 类型的字符串,该字段必须全局唯一。 | +| input_ops | (list)当前 OP 的所有前继 OP 的列表。 | +| server_endpoints | (list)远程 Paddle Serving Service 的 endpoints 列表。如果不设置该参数,则不访问远程 Paddle Serving Service,即 不会执行 process 操作。 | +| fetch_list | (list)远程 Paddle Serving Service 的 fetch 列表。 | +| client_config | (str)Paddle Serving Service 对应的 Client 端配置文件路径。 | +| concurrency | (int)OP 的并发数。 | +| timeout | (int)process 操作的超时时间,单位为秒。若该值小于零,则视作不超时。 | +| retry | (int)超时重试次数。当该值为 1 时,不进行重试。 | + +#### 2. 普通 OP二次开发接口 + +| 变量或接口 | 说明 | +| :--------------------------------------------: | :----------------------------------------------------------: | +| def preprocess(self, input_dicts) | 对从 Channel 中获取的数据进行处理,处理完的数据将作为 **process** 函数的输入。 | +| def process(self, feed_dict) | 基于 Paddle Serving Client 进行 RPC 预测,处理完的数据将作为 **postprocess** 函数的输入。 | +| def postprocess(self, input_dicts, fetch_dict) | 处理预测结果,处理完的数据将被放入后继 Channel 中,以被后继 OP 获取。 | +| def init_op(self) | 用于加载资源(如字典等)。 | +| self.concurrency_idx | 当前线程(进程)的并发数索引(不同种类的 OP 单独计算)。 | + +OP 在一个运行周期中会依次执行 preprocess,process,postprocess 三个操作(当不设置 `server_endpoints` 参数时,不执行 process 操作),用户可以对这三个函数进行重写,默认实现如下: + +```python +def preprocess(self, input_dicts): + # multiple previous Op + if len(input_dicts) != 1: + raise NotImplementedError( + 'this Op has multiple previous inputs. Please override this func.' + ) + (_, input_dict), = input_dicts.items() + return input_dict + +def process(self, feed_dict): + err, err_info = ChannelData.check_npdata(feed_dict) + if err != 0: + raise NotImplementedError( + "{} Please override preprocess func.".format(err_info)) + call_result = self.client.predict( + feed=feed_dict, fetch=self._fetch_names) + return call_result + +def postprocess(self, input_dicts, fetch_dict): + return fetch_dict +``` + +**preprocess** 的参数是前继 Channel 中的数据 `input_dicts`,该变量是一个以前继 OP 的 name 为 Key,对应 OP 的输出为 Value 的字典。 + +**process ** 的参数是 Paddle Serving Client 预测接口的输入变量 `fetch_dict`(preprocess 函数的返回值),该变量是一个以 feed_name 为 Key,对应 ndarray 格式的数据为 Value 的字典。 + +**postprocess** 的参数是 `input_dicts` 和 `fetch_dict`,`input_dicts` 与 preprocess 的参数一致,`fetch_dict` 是 process 函数的返回值(如果没有执行 process ,则该值为 preprocess 的返回值)。 + +用户还可以对 **init_op** 函数进行重写,已加载自定义的一些资源(比如字典等),默认实现如下: + +```python +def init_op(self): + pass +``` + +需要注意的是,在线程版 OP 中,每个 OP 只会调用一次该函数,故加载的资源必须要求是线程安全的。 + +#### 3. RequestOp 定义 + +RequestOp 用于处理 Pipeline Server 接收到的 RPC 数据,处理后的数据将会被加入到图执行引擎中。其构造函数如下: + +```python +def __init__(self) +``` + +#### 4. RequestOp 二次开发接口 + +| 变量或接口 | 说明 | +| :---------------------------------------: | :----------------------------------------: | +| def init_op(self) | 用于加载资源(如字典等),与普通 OP 一致。 | +| def unpack_request_package(self, request) | 处理接收到的 RPC 数据。 | + +**unpack_request_package** 的默认实现是将 RPC request 中的 key 和 value 做成字典: + +```python +def unpack_request_package(self, request): + dictdata = {} + for idx, key in enumerate(request.key): + data = request.value[idx] + try: + data = eval(data) + except Exception as e: + pass + dictdata[key] = data + return dictdata +``` + +要求返回值是一个字典类型。 + +#### 5. ResponseOp 定义 + +ResponseOp 用于处理图执行引擎的预测结果,处理后的数据将会作为 Pipeline Server 的RPC 返回值,其构造函数如下: + +```python +def __init__(self, input_ops) +``` + +其中,`input_ops` 是图执行引擎的最后一个 OP,用户可以通过设置不同的 `input_ops` 以在不修改 OP 的拓扑关系下构造不同的 DAG。 + +#### 6. ResponseOp 二次开发接口 + +| 变量或接口 | 说明 | +| :------------------------------------------: | :-----------------------------------------: | +| def init_op(self) | 用于加载资源(如字典等),与普通 OP 一致。 | +| def pack_response_package(self, channeldata) | 处理图执行引擎的预测结果,作为 RPC 的返回。 | + +**pack_response_package** 的默认实现是将预测结果的字典转化为 RPC response 中的 key 和 value: + +```python +def pack_response_package(self, channeldata): + resp = pipeline_service_pb2.Response() + resp.ecode = channeldata.ecode + if resp.ecode == ChannelDataEcode.OK.value: + if channeldata.datatype == ChannelDataType.CHANNEL_NPDATA.value: + feed = channeldata.parse() + np.set_printoptions(threshold=np.nan) + for name, var in feed.items(): + resp.value.append(var.__repr__()) + resp.key.append(name) + elif channeldata.datatype == ChannelDataType.DICT.value: + feed = channeldata.parse() + for name, var in feed.items(): + if not isinstance(var, str): + resp.ecode = ChannelDataEcode.TYPE_ERROR.value + resp.error_info = self._log( + "fetch var type must be str({}).".format(type(var))) + break + resp.value.append(var) + resp.key.append(name) + else: + resp.ecode = ChannelDataEcode.TYPE_ERROR.value + resp.error_info = self._log( + "Error type({}) in datatype.".format(channeldata.datatype)) + else: + resp.error_info = channeldata.error_info + return resp +``` + +#### 7. PipelineServer定义 + +PipelineServer 的定义比较简单,如下所示: + +```python +server = PipelineServer() +server.set_response_op(response_op) +server.prepare_server(config_yml_path) +server.run_server() +``` + +其中,`response_op` 为上面提到的 ResponseOp,PipelineServer 将会根据各个 OP 的拓扑关系初始化 Channel 并构建计算图。`config_yml_path` 为 PipelineServer 的配置文件,示例文件如下: + +```yaml +port: 18080 # gRPC端口号 +worker_num: 1 # gRPC线程池大小(进程版 Servicer 中为进程数),默认为 1 +build_dag_each_worker: false # 是否使用进程版 Servicer,默认为 false +dag: + is_thread_op: true # 是否使用线程版Op,默认为 true + client_type: brpc # 使用 brpc 或 grpc client,默认为 brpc + retry: 1 # DAG Executor 在失败后重试次数,默认为 1,即不重试 + use_profile: false # 是否在 Server 端打印日志,默认为 false +``` + + + +## 例子 + +这里通过搭建简单的 imdb model ensemble 例子来展示如何使用 Pipeline Serving,相关代码在 `python/examples/pipeline/imdb_model_ensemble` 文件夹下可以找到,例子中的 Server 端结构如下图所示: + + + +
+ +
+ + +### 获取模型文件并启动 Paddle Serving Service + +```shell +cd python/examples/pipeline/imdb_model_ensemble +sh get_data.sh +python -m paddle_serving_server.serve --model imdb_cnn_model --port 9292 &> cnn.log & +python -m paddle_serving_server.serve --model imdb_bow_model --port 9393 &> bow.log & +``` + +### 启动 PipelineServer + +运行下面代码 + +```python +from paddle_serving_server.pipeline import Op, RequestOp, ResponseOp +from paddle_serving_server.pipeline import PipelineServer +from paddle_serving_server.pipeline.proto import pipeline_service_pb2 +from paddle_serving_server.pipeline.channel import ChannelDataEcode +import numpy as np +import logging +from paddle_serving_app.reader import IMDBDataset + +logging.basicConfig(level=logging.DEBUG) + +_LOGGER = logging.getLogger() + + +class ImdbRequestOp(RequestOp): + def init_op(self): + self.imdb_dataset = IMDBDataset() + self.imdb_dataset.load_resource('imdb.vocab') + + def unpack_request_package(self, request): + dictdata = {} + for idx, key in enumerate(request.key): + if key != "words": + continue + words = request.value[idx] + word_ids, _ = self.imdb_dataset.get_words_and_label(words) + dictdata[key] = np.array(word_ids) + return dictdata + + +class CombineOp(Op): + def preprocess(self, input_data): + combined_prediction = 0 + for op_name, data in input_data.items(): + _LOGGER.info("{}: {}".format(op_name, data["prediction"])) + combined_prediction += data["prediction"] + data = {"prediction": combined_prediction / 2} + return data + + +read_op = ImdbRequestOp() +bow_op = Op(name="bow", + input_ops=[read_op], + server_endpoints=["127.0.0.1:9393"], + fetch_list=["prediction"], + client_config="imdb_bow_client_conf/serving_client_conf.prototxt", + concurrency=1, + timeout=-1, + retry=1) +cnn_op = Op(name="cnn", + input_ops=[read_op], + server_endpoints=["127.0.0.1:9292"], + fetch_list=["prediction"], + client_config="imdb_cnn_client_conf/serving_client_conf.prototxt", + concurrency=1, + timeout=-1, + retry=1) +combine_op = CombineOp( + name="combine", + input_ops=[bow_op, cnn_op], + concurrency=5, + timeout=-1, + retry=1) + +# use default ResponseOp implementation +response_op = ResponseOp(input_ops=[combine_op]) + +server = PipelineServer() +server.set_response_op(response_op) +server.prepare_server('config.yml') +server.run_server() +``` + +### 通过 PipelineClient 执行预测 + +```python +from paddle_serving_client.pipeline import PipelineClient +import numpy as np + +client = PipelineClient() +client.connect(['127.0.0.1:18080']) + +words = 'i am very sad | 0' + +futures = [] +for i in range(3): + futures.append( + client.predict( + feed_dict={"words": words}, + fetch=["prediction"], + asyn=True)) + +for f in futures: + res = f.result() + if res["ecode"] != 0: + print(res) + exit(1) +``` + diff --git a/doc/pipeline-img1.png b/doc/pipeline-img1.png new file mode 100644 index 0000000000000000000000000000000000000000..42efce19f85cb515c1e4e39b67f923866d654114 GIT binary patch literal 63601 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