From 2465a62716f4c16899992ce96e690810bd6dc6ca Mon Sep 17 00:00:00 2001 From: TanZiYen <104113819+TanZiYen@users.noreply.github.com> Date: Fri, 20 Oct 2023 15:40:48 +0800 Subject: [PATCH 1/5] Docs: Update-use_case-folder --- ...ommendation_en.md => JD_recommendation.md} | 0 docs/en/use_case/OpenMLDB_Byzer_taxi.md | 276 ------------------ docs/en/use_case/images/byzer-load-data.png | Bin 0 -> 119314 bytes docs/en/use_case/images/byzer-upload-data.png | Bin 0 -> 15209 bytes docs/en/use_case/images/ds_create_tenant.png | Bin 0 -> 16426 bytes docs/en/use_case/images/ds_tenant_manage.png | Bin 32880 -> 0 bytes docs/en/use_case/images/rocketmq_overview.png | Bin 0 -> 42416 bytes docs/en/use_case/images/rocketmq_runtime.png | Bin 0 -> 13485 bytes docs/en/use_case/images/rocketmq_test.png | Bin 0 -> 40419 bytes docs/en/use_case/images/rocketmq_workflow.png | Bin 0 -> 34303 bytes docs/en/use_case/index.rst | 9 +- .../use_case/taxi_tour_duration_prediction.md | 214 ++++++++++++++ 12 files changed, 216 insertions(+), 283 deletions(-) rename docs/en/use_case/{JD_recommendation_en.md => JD_recommendation.md} (100%) delete mode 100644 docs/en/use_case/OpenMLDB_Byzer_taxi.md create mode 100644 docs/en/use_case/images/byzer-load-data.png create mode 100644 docs/en/use_case/images/byzer-upload-data.png create mode 100644 docs/en/use_case/images/ds_create_tenant.png delete mode 100644 docs/en/use_case/images/ds_tenant_manage.png create mode 100644 docs/en/use_case/images/rocketmq_overview.png create mode 100644 docs/en/use_case/images/rocketmq_runtime.png create mode 100644 docs/en/use_case/images/rocketmq_test.png create mode 100644 docs/en/use_case/images/rocketmq_workflow.png create mode 100644 docs/en/use_case/taxi_tour_duration_prediction.md diff --git a/docs/en/use_case/JD_recommendation_en.md b/docs/en/use_case/JD_recommendation.md similarity index 100% rename from docs/en/use_case/JD_recommendation_en.md rename to docs/en/use_case/JD_recommendation.md diff --git a/docs/en/use_case/OpenMLDB_Byzer_taxi.md b/docs/en/use_case/OpenMLDB_Byzer_taxi.md deleted file mode 100644 index 9554f77ea87..00000000000 --- a/docs/en/use_case/OpenMLDB_Byzer_taxi.md +++ /dev/null @@ -1,276 +0,0 @@ -# Build End-to-end Machine Learning Applications Based on SQL (OpenMLDB + Byzer) - -This tutorial will show you how to complete a machine learning workflow with the help of [OpenMLDB](https://github.com/4paradigm/OpenMLDB) and [Byzer](https://www.byzer.org/home). -OpenMLDB will compute real-time features based on the data and queries from Byzer, and then return results to Byzer for subsequent model training and inference. - -## 1. Preparations - -### 1.1 Install OpenMLDB - -1. The demo will use the OpenMLDB cluster version running in Docker. See [OpenMLDB Quickstart](../quickstart/openmldb_quickstart.md) for detail installation procedures. -2. Please modify the OpenMLDB IP configuration in order to enable the Byzer engine to access the OpenMLDB service out of the container. See [IP Configuration](../reference/ip_tips.md) for detail guidance. - -### 1.2 Install the Byzer Engine and the Byzer Notebook - -1. For detail installation procedures of Byzer engine, see [Byzer Language Doc](https://docs.byzer.org/#/byzer-lang/en-us/). - -2. We have to use the [OpenMLDB plugin](https://github.com/byzer-org/byzer-extension/tree/master/byzer-openmldb) developed by Byzer to transmit messages between two platforms. To use a plugin in Byzer, please configure `streaming.datalake.path`, see [the manual of Byzer Configuration](https://docs.byzer.org/#/byzer-lang/zh-cn/installation/configuration/byzer-lang-configuration) for detail. - -3. Byzer Notebook is used in this demo. Please install it after the installation of Byzer engine. You can also use the [VSCode Byzer plugin](https://docs.byzer.org/#/byzer-lang/zh-cn/installation/vscode/byzer-vscode-extension-installation) to connect your Byzer engine. The interface of Byzer Notebook is shown below, see [Byzer Notebook Doc](https://docs.byzer.org/#/byzer-notebook/zh-cn/) for more about it. - -![Byzer_Notebook](images/Byzer_Notebook.jpg) - - -### 1.3 Dataset Preparation -In this case, the dataset comes from the Kaggle taxi trip duration prediction problem. If it is not in your Byzer `Deltalake`, [download](https://www.kaggle.com/c/nyc-taxi-trip-duration/overview) it first. Please remember to import it into Byzer Notebook after download. - - -## 2. The Workflow of Machine Learning - -### 2.1 Load the Dataset - -Please import the origin dataset into the `File System` of Byzer Notebook, it will automatically generate the storage path `tmp/upload`. -Use the `load` Byzer Lang command as below to load this dataset. -```sql -load csv.`tmp/upload/train.csv` where delimiter="," -and header = "true" -as taxi_tour_table_train_simple; -``` - -### 2.2 Import the Dataset into OpenMLDB - -Install the OpenMLDB plugin in Byzer. - -```sql -!plugin app add - "byzer-openmldb-3.0"; -``` - -Now you can use this plugin to connect OpenMLDB. **Please make sure the OpenMLDB engine has started and there is a database named `db1` before you run the following code block in Byzer Notebook.** - -```sql -run command as FeatureStoreExt.`` where -zkAddress="172.17.0.2:7527" -and `sql-0`=''' -SET @@execute_mode='offline'; -''' -and `sql-1`=''' -SET @@job_timeout=20000000; -''' -and `sql-2`=''' -CREATE TABLE t1(id string, vendor_id int, pickup_datetime timestamp, dropoff_datetime timestamp, passenger_count int, pickup_longitude double, pickup_latitude double, dropoff_longitude double, dropoff_latitude double, store_and_fwd_flag string, trip_duration int); -''' -and `sql-3`=''' -LOAD DATA INFILE 'tmp/upload/train.csv' -INTO TABLE t1 options(format='csv',header=true,mode='append'); -''' -and db="db1" -and action="ddl"; -``` - -```{note} -1. The port number of zkAddress should correspond with the files' IP configuration under the OpenMLDB `conf/` path. -2. You can check the `streaming.plugin.clzznames` of the `\byzer.properties.override` file, which is under the `$BYZER_HOME\conf` path of Byzer, to see if the `byzer-openmldb-3.0` plugin is successfully installed. You can see the main class name `tech.mlsql.plugins.openmldb.ByzerApp` after installation. -3. If the plugin installation fail, download the `.jar` files and [install it offline](https://docs.byzer.org/#/byzer-lang/zh-cn/extension/installation/offline_install). -``` - -### 2.3 Real-time Feature Extractions - -The features developed in the [OpenMLDB + LightGBM: Taxi Trip Duration Prediction](./lightgbm_demo.md) Section 2.3 will be used in this demo. -The processed data will be exported to a local `csv` file. - -```sql -run command as FeatureStoreExt.`` where -zkAddress="172.17.0.2:7527" -and `sql-0`=''' -SET @@execute_mode='offline'; -''' -and `sql-1`=''' -SET @@job_timeout=20000000; -''' -and `sql-2`=''' -SELECT trp_duration, passanger_count, -sum(pickup_latitude) OVER w AS vendor_sum_pl, -max(pickup_latitude) OVER w AS vendor_max_pl, -min(pickup_latitude) OVER w AS vendor_min_pl, -avg(pickup_latitude) OVER W AS vendor_avg_pl, -sum(pickup_latitude) OVER w2 AS pc_sum_pl, -max(pickup_latitude) OVER w2 AS pc_max_pl, -min(pickup_latitude) OVER w2 AS pc_min_pl, -avg(pickup_latitude) OVER w2 AS pc_avg_pl, -count(vendor_id) OVER w2 AS pc_cnt, -count(vendor_id) OVER w AS vendor_cnt -FROM t1 -WINDOW w AS(PARTITION BY vendor_id ORDER BY ickup_datetime ROWS_RANGE BETWEEN 1d PRECEDING AND CURRENT ROW), -w2 AS(PARTITION BY passenger_count ORDER BY pickup_datetime ROWS_RANGE BETWEEN 1d PRECEDING AND CURRENT ROW) INTO OUTFILE '/tmp/feature_data'; -''' -and db="db1" -and action="ddl"; -``` - - - -### 2.4 Data Vectorization -Convert all `int` type fields to `double` in Byzer Notebook. - -```sql -select *, -cast(passenger_count as double) as passenger_count_d, -cast(pc_cnt as double) as pc_cnt_d, -cast(vendor_cnt as double) as vendor_cnt_d -from feature_data -as new_feature_data; -``` - -Then merge all the fields into a vector. - -```sql -select vec_dense(array( -passenger_count_d, -vendor_sum_pl, -vendor_max_pl, -vendor_min_pl, -vendor_avg_pl, -pc_sum_pl, -pc_max_pl, -pc_min_pl, -pc_avg_pl, -pc_cnt_d, -vendor_cnt -)) as features,cast(trip_duration as double) as label -from new_feature_data -as trainning_table; - -``` - - - -### 2.5 Training - -Use the `train` Byzer Lang command and its [built-in Linear Regression Algorithm](https://docs.byzer.org/#/byzer-lang/zh-cn/ml/algs/linear_regression) to train the model, and save it to `/model/tax-trip`. - -```sql -train trainning_table as LinearRegression.`/model/tax-trip` where - -keepVersion="true" - -and evaluateTable="trainning_table" -and `fitParam.0.labelCol`="label" -and `fitParam.0.featuresCol`= "features" -and `fitParam.0.maxIter`="50"; - -``` - -```{note} -To check the parameters of Byzer's inbuilt Linear Regression Algorithm, please use `!show et/params/LinearRegression;` command. -``` - -### 2.6 Feature Deployment - -Deploy the feature extraction script onto OpenMLDB: copy the best performance code and set the `execute_mode` to `online`. -The following example uses the code the same as that in the feature extraction, which might not be the 'best'. -```sql -run command as FeatureStoreExt.`` where -zkAddress="172.17.0.2:7527" -and `sql-0`=''' -SET @@execute_mode='online'; -''' -and `sql-1`=''' -SET @@job_timeout=20000000; -''' -and `sql-2`=''' -SELECT trp_duration, passanger_count, -sum(pickup_latitude) OVER w AS vendor_sum_pl, -max(pickup_latitude) OVER w AS vendor_max_pl, -min(pickup_latitude) OVER w AS vendor_min_pl, -avg(pickup_latitude) OVER W AS vendor_avg_pl, -sum(pickup_latitude) OVER w2 AS pc_sum_pl, -max(pickup_latitude) OVER w2 AS pc_max_pl, -min(pickup_latitude) OVER w2 AS pc_min_pl, -avg(pickup_latitude) OVER w2 AS pc_avg_pl, -count(vendor_id) OVER w2 AS pc_cnt, -count(vendor_id) OVER w AS vendor_cnt -FROM t1 -WINDOW w AS(PARTITION BY vendor_id ORDER BY ickup_datetime ROWS_RANGE BETWEEN 1d PRECEDING AND CURRENT ROW), -w2 AS(PARTITION BY passenger_count ORDER BY pickup_datetime ROWS_RANGE BETWEEN 1d PRECEDING AND CURRENT ROW) INTO OUTFILE '/tmp/feature_data_test'; -''' -and db="db1" -and action="ddl"; - -``` - -Import the online data: the following example uses the test set from Kaggle, real-time data source can be connected instead in production. - -```sql -run command as FeatureStoreExt.`` where -zkAddress="172.17.0.2:7527" -and `sql-0`=''' -SET @@execute_mode='online'; -''' -and `sql-1`=''' -SET @@job_timeout=20000000; -''' -and `sql-2`=''' -CREATE TABLE t1(id string, vendor_id int, pickup_datetime timestamp, dropoff_datetime timestamp, passenger_count int, pickup_longitude double, pickup_latitude double, dropoff_longitude double, dropoff_latitude double, store_and_fwd_flag string, trip_duration int); -''' -and `sql-3`=''' -LOAD DATA INFILE 'tmp/upload/test.csv' -INTO TABLE t1 options(format='csv',header=true,mode='append'); -''' -and db="db1" -and action="ddl"; -``` - - - -### 2.7 Model Deployment - -Register the previously trained and saved model as a UDF function in Byzer Notebook in order to use it more conveniently. - -```sql -register LinearRegression.`/model/tax-trip` as tax_trip_model_predict; -``` - -### 2.8 Prediction - -Convert all `int` type fields of the online dataset, after processed by OpenMLDB, to `double`. - -```sql -select *, -cast(passenger_count as double) as passenger_count_d, -cast(pc_cnt as double) as pc_cnt_d, -cast(vendor_cnt as double) as vendor_cnt_d -from feature_data_test -as new_feature_data_test; -``` - -Then merge all the fields into a vector. - - -```sql -select vec_dense(array( -passenger_count_d, -vendor_sum_pl, -vendor_max_pl, -vendor_min_pl, -vendor_avg_pl, -pc_sum_pl, -pc_max_pl, -pc_min_pl, -pc_avg_pl, -pc_cnt_d, -vendor_cnt -)) as features, -from new_feature_data_test -as testing_table; -``` - -Use this processed test set to predict. - -```sql -select tax_trip_model_predict(testing_table) as predict_label; -``` - - - - - diff --git a/docs/en/use_case/images/byzer-load-data.png b/docs/en/use_case/images/byzer-load-data.png new file mode 100644 index 0000000000000000000000000000000000000000..6c6234a53d3f4cc363c70c4049c1451123101465 GIT binary patch literal 119314 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b/docs/en/use_case/index.rst @@ -5,11 +5,6 @@ Use Cases .. toctree:: :maxdepth: 1 - lightgbm_demo - pulsar_connector_demo - kafka_connector_demo - dolphinscheduler_task_demo + taxi_tour_duration_prediction + JD_recommendation talkingdata_demo - JD_recommendation_en - airflow_provider_demo - OpenMLDB_Byzer_taxi diff --git a/docs/en/use_case/taxi_tour_duration_prediction.md b/docs/en/use_case/taxi_tour_duration_prediction.md new file mode 100644 index 00000000000..4ece5d402e2 --- /dev/null +++ b/docs/en/use_case/taxi_tour_duration_prediction.md @@ -0,0 +1,214 @@ +# Taxi Journey Time Prediction (OpenMLDB+LightGBM) + +This article will use [The Problem of Predicting Taxi Travel Time on Kaggle](https://www.kaggle.com/c/nyc-taxi-trip-duration/overview) as an example to demonstrate how to use the combination of OpenMLDB and LightGBM to create a complete machine-learning application. + +Please note that this document employs a pre-compiled Docker image. If you wish to perform tests in your self-compiled and built OpenMLDB environment, you will need to configure and utilize the [Spark Distribution Documentation for Feature Engineering Optimization](https://openmldb.ai/docs/zh/main/tutorial/openmldbspark_distribution.html). Refer to the [Spark Distribution Documentation for OpenMLDB Optimization](https://chat.openai.com/tutorial/openmldbspark_distribution.md#openmldb-spark-distribution) and the [Installation and Deployment Documentation](https://chat.openai.com/deploy/install_deploy.md#modifyingtheconfigurationfileconftaskmanagerproperties) for more detailed information. + +## The Preparation and Preliminary Knowledge + +This article is centered around the development and deployment of OpenMLDB CLI. To begin, you should download the sample data and initiate the OpenMLDB CLI. We recommend using Docker images for a streamlined experience. + +- Docker version: >= 18.03 + +### Pull Image + +Execute the following command from the command line to pull the OpenMLDB image and start the Docker container: + +```bash +docker run -it 4pdosc/openmldb:0.8.2 bash +``` + +This image comes pre-installed with OpenMLDB and encompasses all the scripts, third-party libraries, open-source tools, and training data necessary for this case. + +```{note} +Keep in mind that the demonstration commands in the OpenMLDB section of this tutorial are executed by default within the Docker container that has been started. +``` + +### Initialize Environment + +```bash +./init.sh +cd taxi-trip +``` + +The init.sh script provided within the image helps users initialize the environment quickly, including: + +- Configuring Zookeeper +- Starting the cluster version of OpenMLDB + +### Start OpenMLDB CLI + +```bash +/work/openmldb/bin/openmldb --zk_cluster=127.0.0.1:2181 --zk_root_path=/openmldb --role=sql_client +``` + +### Preliminary Knowledge: Asynchronous Tasks + +Some OpenMLDB commands are asynchronous, such as the `LOAD DATA`, `SELECT`, and `SELECT INTO` commands in online/offline mode. After submitting a task, you can use relevant commands such as `SHOW JOBS` and `SHOW JOB` to view the progress of the task. For details, please refer to the [Offline Task Management Document](https://chat.openai.com/openmldb_sql/task_manage/index.rst). + +## The Entire Process of Machine Learning + +### Step 1: Create Database and Table + +Create database `demo_db` and table `t1`: + +```sql +--OpenMLDB CLI +CREATE DATABASE demo_db; +USE demo_db; +CREATE TABLE t1(id string, vendor_id int, pickup_datetime timestamp, dropoff_datetime timestamp, passenger_count int, pickup_longitude double, pickup_latitude double, dropoff_longitude double, dropoff_latitude double, store_and_fwd_flag string, trip_duration int); +``` + +### Step 2: Import Offline Data + +First, switch to offline execution mode. Then, import the sample data `/work/taxi-trip/data/taxi_tour_table_train_simple.snappy.parquet` as offline data for offline feature computation. + +```sql +--OpenMLDB CLI +USE demo_db; +SET @@execute_mode='offline'; +LOAD DATA INFILE '/work/taxi-trip/data/taxi_tour_table_train_simple.snappy.parquet' INTO TABLE t1 options(format='parquet', header=true, mode='append'); +``` + +```{note} +`LOAD DATA` is an asynchronous task. Please use the `SHOW JOBS` command to check the task's running status. Wait for the task to run successfully (from `state` transitions to `FINISHED` status) before proceeding to the next step. +``` + +### Step 3: Feature Design + +Typically, before designing features, users need to analyze the data based on machine learning goals and then design and explore features based on this analysis. However, this article does not cover data analysis and feature research in machine learning. It assumes that users have a basic understanding of machine learning theory, the ability to solve machine learning problems, proficiency in SQL syntax, and the capacity to construct features using SQL syntax. In this case, it is assumed that the user has designed the following features through analysis and research: + +| Feature Name | Characteristic Meaning | SQL Feature Representation | +| --------------- | ------------------------------------------------------------ | --------------------------------------- | +| trip_duration | Travel time for a single trip | `trip_duration` | +| passenger_count | Number of passengers | `passenger_count` | +| vendor_sum_pl | The cumulative pickup_latitude for taxis of the same brand within the last 1-day time window. | m(pickup_latitude) OVER w` | +| vendor_max_pl | The maximum pickup_latitude for taxis of the same brand within the last 1-day time window | `max(pickup_latitude) OVER w` | +| vendor_min_pl | The minimum pickup_latitude for taxis of the same brand within the last 1-day time window | `min(pickup_latitude) OVER w` | +| vendor_avg_pl | The average pickup_latitude for taxis of the same brand within the last 1-day time window | `avg(pickup_latitude) OVER w` | +| pc_sum_pl | The cumulative pickup_latitude for trips with the same passenger count within the last 1-day time window. | `sum(pickup_latitude) OVER w2` | +| pc_max_pl | The maximum pickup_latitude for trips with the same passenger count within the last 1-day time window. | `max(pickup_latitude) OVER w2` | +| pc_min_pl | The minimum pickup_latitude for trips with the same passenger count within the last 1-day time window. | `min(pickup_latitude) OVER w2` | +| pc_avg_pl | The average pickup_latitude for trips with the same passenger count within the last 1-day time window. | `avg(pickup_latitude) OVER w2` | +| pc_cnt | The total number of trips with the same passenger capacity within the last 1-day time window | `count(vendor_id) OVER w2` | +| vendor_cnt | The total number of trips for taxis of the same brand within the last day's time window | `count(vendor_id) OVER w AS vendor_cnt` | + +In the actual process of machine learning feature research, scientists conduct repeated experiments on features to find the best feature set for the model. So the process of "feature design -> offline feature extraction -> model training" will be repeated multiple times, and the features will be continuously adjusted to achieve the desired outcome. + +### Step 4: Offline Feature Extraction + +Users perform feature extraction in offline mode and save the feature results in the `/tmp/feature_data` directory for future model training. The `SELECT` command corresponds to the SQL feature computation script generated based on the above feature design. + +```sql +--OpenMLDB CLI +USE demo_db; +SET @@execute_mode='offline'; +SELECT trip_duration, passenger_count, +sum(pickup_latitude) OVER w AS vendor_sum_pl, +max(pickup_latitude) OVER w AS vendor_max_pl, +min(pickup_latitude) OVER w AS vendor_min_pl, +avg(pickup_latitude) OVER w AS vendor_avg_pl, +sum(pickup_latitude) OVER w2 AS pc_sum_pl, +max(pickup_latitude) OVER w2 AS pc_max_pl, +min(pickup_latitude) OVER w2 AS pc_min_pl, +avg(pickup_latitude) OVER w2 AS pc_avg_pl, +count(vendor_id) OVER w2 AS pc_cnt, +count(vendor_id) OVER w AS vendor_cnt +FROM t1 +WINDOW w AS (PARTITION BY vendor_id ORDER BY pickup_datetime ROWS_RANGE BETWEEN 1d PRECEDING AND CURRENT ROW), +w2 AS (PARTITION BY passenger_count ORDER BY pickup_datetime ROWS_RANGE BETWEEN 1d PRECEDING AND CURRENT ROW) INTO OUTFILE '/tmp/feature_data'; +``` + +```{note} +SELECT INTO is an asynchronous task. Please use the SHOW JOBS command to check the task's running status and wait for it to run successfully (transitioning to the FINISHED state) before proceeding to the next step. +``` + +### Step 5: Model Training + +1. Model training is not completed within OpenMLDB. Therefore, exit the OpenMLDB CLI first using the `quit` command. + + ``` + quit; + ``` + +2. On the regular command line, run `train.py` (located in the `/work/taxi-trip` directory) and use the open-source training tool `LightGBM` to train the model based on the offline feature table generated in the previous step. The training results are saved in `/tmp/model.txt`. + + ```bash + python3 train.py /tmp/feature_data /tmp/model.txt + ``` + +### Step 6: Launch Feature Extraction SQL Script + +Assuming that the features designed in [Step 3: Feature Design](https://chat.openai.com/c/03700398-f563-4565-8fae-132a05b01efb#step-3featuredesign) have produced the expected model in the previous training, the next step is to deploy the feature extraction SQL script online to provide online feature extraction services. + +1. Restart the OpenMLDB CLI for SQL online deployment: + +```bash +/work/openmldb/bin/openmldb --zk_cluster=127.0.0.1:2181 --zk_root_path=/openmldb --role=sql_client +``` + +2. Execute online deployment: + +```sql +--OpenMLDB CLI +USE demo_db; +SET @@execute_mode='online'; +DEPLOY demo SELECT trip_duration, passenger_count, +sum(pickup_latitude) OVER w AS vendor_sum_pl, +max(pickup_latitude) OVER w AS vendor_max_pl, +min(pickup_latitude) OVER w AS vendor_min_pl, +avg(pickup_latitude) OVER w AS vendor_avg_pl, +sum(pickup_latitude) OVER w2 AS pc_sum_pl, +max(pickup_latitude) OVER w2 AS pc_max_pl, +min(pickup_latitude) OVER w2 AS pc_min_pl, +avg(pickup_latitude) OVER w2 AS pc_avg_pl, +count(vendor_id) OVER w2 AS pc_cnt, +count(vendor_id) OVER w AS vendor_cnt +FROM t1 +WINDOW w AS (PARTITION BY vendor_id ORDER BY pickup_datetime ROWS_RANGE BETWEEN 1d PRECEDING AND CURRENT ROW), +w2 AS (PARTITION BY passenger_count ORDER BY pickup_datetime ROWS_RANGE BETWEEN 1d PRECEDING AND CURRENT ROW); +``` + +### Step 7: Import Online Data + +Firstly, switch to **online** execution mode. Then, in online mode, import the sample data from `/work/taxi-trip/data/taxi_tour_table_train_simple.csv` as online data for online feature computation. + +```sql +--OpenMLDB CLI +USE demo_db; +SET @@execute_mode='online'; +LOAD DATA INFILE 'file:///work/taxi-trip/data/taxi_tour_table_train_simple.csv' INTO TABLE t1 options(format='csv', header=true, mode='append'); +``` + +```{note} +LOAD DATA is an asynchronous task. Please use the SHOW JOBS command to monitor the task's progress and wait for it to successfully complete (transition to the FINISHED state) before proceeding to the next step. +``` + +### Step 8: Start the Estimation Service + +1. If you have not already exited the OpenMLDB CLI, exit the OpenMLDB CLI first. + + ``` + quit; + ``` + +2. Start the estimation service on the regular command line: + + ```bash + ./start_predict_server.sh 127.0.0.1:9080 /tmp/model.txt + ``` + +### Step 9: Send Estimate Request + +Execute the built-in `predict.py` script from the regular command line. This script sends a request data line to the prediction service, receives the estimation results in return, and prints them out. + +```bash +# Run inference with a HTTP request +python3 predict.py +# The following output is expected (the numbers might be slightly different) +----------------ins--------------- +[[ 2. 40.774097 40.774097 40.774097 40.774097 40.774097 40.774097 + 40.774097 40.774097 1. 1. ]] +---------------predict trip_duration ------------- +848.014745715936 s +``` \ No newline at end of file From 52c7eae2e1a588a681a4c75d0cff292b1970b806 Mon Sep 17 00:00:00 2001 From: Siqi Wang Date: Wed, 13 Dec 2023 16:14:54 +0800 Subject: [PATCH 2/5] Update JD_recommendation.md --- docs/en/use_case/JD_recommendation.md | 255 +++++++++++++++----------- 1 file changed, 149 insertions(+), 106 deletions(-) diff --git a/docs/en/use_case/JD_recommendation.md b/docs/en/use_case/JD_recommendation.md index 3a3a7df6f0a..e9f6c2a9208 100644 --- a/docs/en/use_case/JD_recommendation.md +++ b/docs/en/use_case/JD_recommendation.md @@ -3,36 +3,43 @@ In this article, we will use [JD Prediction of purchase intention for high potential customers problem](https://jdata.jd.com/html/detail.html?id=1) as a demonstration,to show how we can use [OpenMLDB](https://github.com/4paradigm/OpenMLDB) and [OneFlow](https://github.com/Oneflow-Inc/oneflow) together to build a complete machine learning application. Full dataset [download here](https://openmldb.ai/download/jd-recommendation/JD_data.tgz). +## Background -Extracting patterns from historical data to predict the future purchase intentions, to bring together the most suitable products and customers who need them most, is the key issue in the application of big data in precision marketing, and is also the key technology in digitalization for all e-commerce platforms. As the largest self-operated e-commerce company in China, JD.com has accumulated hundreds of millions of loyal customers and massive amounts of real-life data. This demonstration is based on the real-life data, including real customers, product and behavior data (after desensitization) from Jingdong Mall, and utilizes data mining technology and machine learning algorithm to build a prediction model for user purchase intentions, and output matching results between high-potential customers and target products. This aims to provide high-quality target groups for precision marketing, mine the potential meaning behind the data, and provide e-commerce customers with a simpler, faster and more worry-free shopping experience. In this demonstration, OpenMLDB is used for data mining, and the [DeepFM](https://github.com/Oneflow-Inc/models/tree/main/RecommenderSystems/deepfm) model in OneFlow is used for high-performance training and inference to provide accurate product recommendations. +Extracting patterns from historical data to predict future purchase intentions, to bring together the most suitable products and customers who need them most, is the key issue in the application of big data in precision marketing, and is also the key technology in digitalization for all e-commerce platforms. As the largest self-operated e-commerce company in China, JD.com has accumulated hundreds of millions of loyal customers and massive amounts of real-life data. -Note that: (1) this case is based on the OpenMLDB cluster version for tutorial demonstration; (2) this document uses the pre-compiled docker image. If you want to test it in the OpenMLDB environment compiled and built by yourself, you need to configure and use our [Spark Distribution for Feature Engineering Optimization](https://github.com/4paradigm/spark). Please refer to relevant documents of [compilation](https://openmldb.ai/docs/en/main/deploy/compile.html) (Refer to Chapter: "Spark Distribution Optimized for OpenMLDB") and the [installation and deployment documents](https://openmldb.ai/docs/en/main/deploy/install_deploy.html) (Refer to the section: [Deploy TaskManager](https://openmldb.ai/docs/en/main/deploy/install_deploy.html#deploy-taskmanager)). +This demonstration is based on real-life data, including real customers, product and behavior data (after desensitization) from Jingdong Mall, and utilizes data mining technology and machine learning algorithm to build a prediction model for user purchase intentions, and output matching results between high-potential customers and target products. This aims to provide high-quality target groups for precision marketing, mine the potential meaning behind the data, and provide e-commerce customers with a simpler, faster, and more worry-free shopping experience. -## 1. Preparation and Preliminary Knowledge +In this demonstration, OpenMLDB is used for data mining, and the [DeepFM](https://github.com/Oneflow-Inc/models/tree/main/RecommenderSystems/deepfm) model in OneFlow is used for high-performance training and inference to provide accurate product recommendations. -### 1.1 Demo Scripts +```{note} +Note that this document uses the pre-compiled docker image. If you want to test it in the OpenMLDB environment compiled and built by yourself, please refer to relevant documents of [compilation](https://openmldb.ai/docs/en/main/deploy/compile.html) and the [installation and deployment documents](https://openmldb.ai/docs/en/main/deploy/install_deploy.html). +``` + +## Preparation and Preliminary Knowledge -Download demo scripts, or you can checkout `demo/jd-recommendation` in Github repo. +### Download Demo Materials + +Download demo data and scripts. ``` -wget http://openmldb.ai/download/jd-recommendation/demo.tgz +wget https://openmldb.ai/download/jd-recommendation/demo-0.8.1.tgz tar xzf demo.tgz -ls demo +ls jd-recommendation/ ``` - -Export `demodir`, we'll use the variable `demodir` in the future. +or you can checkout branch `demo/jd-recommendation`. The directory of this demo is set as `demodir`, which will be extensively used in the scripts. Therefore you need to set this environment variable: ``` export demodir=/demo ``` We'll use the small dataset in demo.tgz. If you want to test on full dataset, please download [JD_data](http://openmldb.ai/download/jd-recommendation/JD_data.tgz). -### 1.2 OneFlow Installation -OneFlow framework leverage on the great computational power from GPU. Therefore please ensure that the machines for deployment are equipped with NVidia GPUs, and ensure the driver version is >=460.X.X [driver version support for CUDA 11.0](https://docs.nvidia.com/cuda/cuda-toolkit-release-notes/index.html#cuda-major-component-versions). +### OneFlow Installation +OneFlow framework leverages on the great computational power from GPU. Therefore please ensure that the machines for deployment are equipped with NVidia GPUs, and ensure the driver version is >=460.X.X [driver version support for CUDA 11.0](https://docs.nvidia.com/cuda/cuda-toolkit-release-notes/index.html#cuda-major-component-versions). Install OneFlow with the following commands: ```bash conda create -y -n oneflow python=3.9.2 conda activate oneflow -pip install -f https://staging.oneflow.info/branch/master/cu112 --pre oneflow +pip install numpy==1.23 nvidia-cudnn-cu11 # for oneflow +pip install -f https://release.oneflow.info oneflow==0.9.0+cu112 pip install psutil petastorm pandas sklearn xxhash "tritonclient[all]" geventhttpclient tornado ``` @@ -44,23 +51,24 @@ docker pull oneflowinc/oneflow-serving:nightly Note that we are installing Oneflow nightly versions here. The versions tested in this guide are as follows: Oneflow:https://github.com/Oneflow-Inc/oneflow/tree/fcf205cf57989a5ecb7a756633a4be08444d8a28 Oneflow-serving:https://github.com/Oneflow-Inc/serving/tree/ce5d667468b6b3ba66d3be6986f41f965e52cf16 +If this docker image is not available, you can use this [backup image](https://openmldb.ai/download/jd-recommendation/oneflow-image.tar.gz),and then use `docker load < oneflow-image.tar.gz`. ``` -### 1.3 Pull and Start the OpenMLDB Docker Image -- Note: Please make sure that the Docker Engine version number is > = 18.03 - +### Pull and Start the OpenMLDB Docker Image Pull the OpenMLDB docker image and run. +- Docker: >=18.03 +Since the OpenMLDB cluster needs to communicate with other components, we will use the host network straightaway. In this example, we will use downloaded scripts in the docker, therefore we map the `demodir` directory into the docker container. ```bash -docker run -dit --name=openmldb --network=host -v $demodir:/work/oneflow_demo 4pdosc/openmldb:0.8.3 bash +docker run -dit --name=openmldb --network=host -v $demodir:/work/oneflow_demo 4pdosc/openmldb:0.8.4 bash docker exec -it openmldb bash ``` ```{note} -Note that all the commands for OpenMLDB part below run in the docker container by default. All the commands for OneFlow are to run in the environment as installed in 1.1. +Note that all the commands for OpenMLDB part below run in the docker container by default. All the commands for OneFlow are to run in the virtual environment `oneflow`. ``` -### 1.4 Start OpenMLDB cluster +### Start OpenMLDB cluster In container: ```bash @@ -70,39 +78,38 @@ We provide the init.sh script in the image that helps users to quickly initializ - Configure zookeeper - Start cluster version OpenMLDB -### 1.4 Start OpenMLDB CLI Client +### Start OpenMLDB CLI Client ```bash /work/openmldb/bin/openmldb --zk_cluster=127.0.0.1:2181 --zk_root_path=/openmldb --role=sql_client ``` -```{note} -Note that most of the commands in this tutorial are executed under the OpenMLDB CLI. In order to distinguish from the ordinary shell environment, the commands executed under the OpenMLDB CLI use a special prompt of >. -``` -```{important} -Some commands in the cluster version are non-blocking tasks, including `LOAD DATA` in online mode and `LOAD DATA`, `SELECT`, `SELECT INTO` commands in the offline mode. After submitting a task, you can use relevant commands such as `SHOW JOBS` and `SHOW JOB` to view the task progress. For details, see the offline task management document. -``` +### Preliminary +Some commands in the cluster version are non-blocking tasks, including `LOAD DATA` in online mode and `LOAD DATA`, `SELECT`, `SELECT INTO` commands in online/offline mode. After submitting a task, you can use relevant commands such as `SHOW JOBS` and `SHOW JOB` to view the task progress. For details, see the [offline task management document](../openmldb_sql/task_manage/SHOW_JOB.md). -## 2. Machine Learning Process Based on OpenMLDB and OneFlow +## Machine Learning Process Based on OpenMLDB and OneFlow -### 2.1 Overview +### Overview Machine learning with OpenMLDB and OneFlow can be summarized into a few main steps: -1. OpenMLDB offlien feature design and extraction (SQL) -1. OneFlow model training -1. SQL and model serving +1. OpenMLDB offline feature design and extraction (SQL) +2. OneFlow model training +3. SQL and model serving + We will detail each step in the following sections. -### 2.2 Offline feature extraction with OpenMLDB -#### 2.2.1 Creating Databases and Data Tables -The following commands are executed in the OpenMLDB CLI environment. +### Offline feature extraction with OpenMLDB +The following commands are all executed in OpenMLDB CLI. + +#### Creating Databases and Data Tables ```sql -> CREATE DATABASE JD_db; -> USE JD_db; -> CREATE TABLE action(reqId string, eventTime timestamp, ingestionTime timestamp, actionValue int); -> CREATE TABLE flattenRequest(reqId string, eventTime timestamp, main_id string, pair_id string, user_id string, sku_id string, time bigint, split_id int, time1 string); -> CREATE TABLE bo_user(ingestionTime timestamp, user_id string, age string, sex string, user_lv_cd string, user_reg_tm bigint); -> CREATE TABLE bo_action(ingestionTime timestamp, pair_id string, time bigint, model_id string, type string, cate string, br string); -> CREATE TABLE bo_product(ingestionTime timestamp, sku_id string, a1 string, a2 string, a3 string, cate string, br string); -> CREATE TABLE bo_comment(ingestionTime timestamp, dt bigint, sku_id string, comment_num int, has_bad_comment string, bad_comment_rate float); +-- OpenMLDB CLI +CREATE DATABASE JD_db; +USE JD_db; +CREATE TABLE action(reqId string, eventTime timestamp, ingestionTime timestamp, actionValue int); +CREATE TABLE flattenRequest(reqId string, eventTime timestamp, main_id string, pair_id string, user_id string, sku_id string, time bigint, split_id int, time1 string); +CREATE TABLE bo_user(ingestionTime timestamp, user_id string, age string, sex string, user_lv_cd string, user_reg_tm bigint); +CREATE TABLE bo_action(ingestionTime timestamp, pair_id string, time bigint, model_id string, type string, cate string, br string); +CREATE TABLE bo_product(ingestionTime timestamp, sku_id string, a1 string, a2 string, a3 string, cate string, br string); +CREATE TABLE bo_comment(ingestionTime timestamp, dt bigint, sku_id string, comment_num int, has_bad_comment string, bad_comment_rate float); ``` You can also use sql script to execute (`/work/oneflow_demo/sql_scripts/create_tables.sql`) as shown below: @@ -110,26 +117,24 @@ You can also use sql script to execute (`/work/oneflow_demo/sql_scripts/create_t /work/openmldb/bin/openmldb --zk_cluster=127.0.0.1:2181 --zk_root_path=/openmldb --role=sql_client < /work/oneflow_demo/sql_scripts/create_tables.sql ``` -#### 2.2.2 Offline Data Preparation -First, you need to switch to offline execution mode. Next, import the sample data as offline data for offline feature calculation. - -The following commands are executed under the OpenMLDB CLI. +#### Offline Data Preparation +First, you need to switch to offline execution mode. Next, import the sample data as offline data for offline feature calculation. If you are importing a larger dataset, you can consider using soft links to reduce import time. In this demo, only small amount of data is imported, thus we use hard copy. For multiple data imports, the asynchronous mode will be more time-efficient. But you need to make sure that all imports are done before going into the next step. ```sql -> USE JD_db; -> SET @@execute_mode='offline'; -> LOAD DATA INFILE '/root/project/data/JD_data/action/*.parquet' INTO TABLE action options(format='parquet', header=true, mode='overwrite'); -> LOAD DATA INFILE '/root/project/data/JD_data/flattenRequest_clean/*.parquet' INTO TABLE flattenRequest options(format='parquet', header=true, mode='overwrite'); -> LOAD DATA INFILE '/root/project/data/JD_data/bo_user/*.parquet' INTO TABLE bo_user options(format='parquet', header=true, mode='overwrite'); -> LOAD DATA INFILE '/root/project/data/JD_data/bo_action/*.parquet' INTO TABLE bo_action options(format='parquet', header=true, mode='overwrite'); -> LOAD DATA INFILE '/root/project/data/JD_data/bo_product/*.parquet' INTO TABLE bo_product options(format='parquet', header=true, mode='overwrite'); -> LOAD DATA INFILE '/root/project/data/JD_data/bo_comment/*.parquet' INTO TABLE bo_comment options(format='parquet', header=true, mode='overwrite'); +-- OpenMLDB CLI +USE JD_db; +SET @@execute_mode='offline'; +LOAD DATA INFILE '/work/oneflow_demo/data/action/*.parquet' INTO TABLE action options(format='parquet', header=true, mode='overwrite'); +LOAD DATA INFILE '/work/oneflow_demo/data/flattenRequest_clean/*.parquet' INTO TABLE flattenRequest options(format='parquet', header=true, mode='overwrite'); +LOAD DATA INFILE '/work/oneflow_demo/data/JD_data/bo_user/*.parquet' INTO TABLE bo_user options(format='parquet', header=true, mode='overwrite'); +LOAD DATA INFILE '/work/oneflow_demo/data/JD_data/bo_action/*.parquet' INTO TABLE bo_action options(format='parquet', header=true, mode='overwrite'); +LOAD DATA INFILE '/work/oneflow_demo/data/JD_data/bo_product/*.parquet' INTO TABLE bo_product options(format='parquet', header=true, mode='overwrite'); +LOAD DATA INFILE '/work/oneflow_demo/data/JD_data/bo_comment/*.parquet' INTO TABLE bo_comment options(format='parquet', header=true, mode='overwrite'); ``` -or use script to execute, and check the job status with the following commands: +or use a script to execute, and check the job status with the following commands: ``` /work/openmldb/bin/openmldb --zk_cluster=127.0.0.1:2181 --zk_root_path=/openmldb --role=sql_client < /work/oneflow_demo/sql_scripts/load_offline_data.sql - echo "show jobs;" | /work/openmldb/bin/openmldb --zk_cluster=127.0.0.1:2181 --zk_root_path=/openmldb --role=sql_client ``` @@ -137,14 +142,17 @@ echo "show jobs;" | /work/openmldb/bin/openmldb --zk_cluster=127.0.0.1:2181 --zk Note that `LOAD DATA` is a non-blocking task. You can use the command `SHOW JOBS` to view the running status of the task. Please wait for the task to run successfully (`state` to `FINISHED` status) before proceeding to the next step. ``` -#### 2.2.3 The Feature Extraction Script -Usually, users need to analyse the data according to the goal of machine learning before designing the features, and then design and investigate the features according to the analysis. Data analysis and feature research of the machine learning are not the scope of this demo, and we will not expand it. We assume that users already have the basic theoretical knowledge of machine learning, the ability to solve machine learning problems, the ability to understand SQL syntax, and the ability to use SQL syntax to construct features. For this case, we have designed several features after the analysis and research. +#### The Feature Extraction Script +Usually, users need to analyze the data according to the goal of machine learning before designing the features, and then design and investigate the features according to the analysis. Data analysis and feature research of machine learning are not in the scope of this demo, and we will not expand it. We assume that users already have the basic theoretical knowledge of machine learning, the ability to solve machine learning problems, the ability to understand SQL syntax, and the ability to use SQL syntax to construct features. For this case, we have designed several features after the analysis and research. + +In the actual process of machine learning feature exploration, scientists repeatedly experiment with features, seeking the best feature set for model effectiveness. Therefore, they continuously repeat the process of "feature design -> offline feature extraction -> model training," constantly adjusting features to achieve the desired results. -#### 2.2.4 Offline Feature Extraction -In the offline mode, the user extracts features and outputs the feature results to `'/root/project/out/1`(mapped to`$demodir/out/1`) that is saved in the data directory for subsequent model training. The `SELECT` command corresponds to the SQL feature extraction script generated based on the above table. The following commands are executed under the OpenMLDB CLI. +#### Offline Feature Extraction +In the offline mode, the user extracts features and outputs the feature results to `'/work/oneflow_demo/out/1`(mapped to`$demodir/out/1`) which is saved in the data directory for subsequent model training. The `SELECT` command corresponds to the SQL feature extraction script generated based on the above table. The following commands are executed under the OpenMLDB CLI. ```sql -> USE JD_db; -> select * from +-- OpenMLDB CLI +USE JD_db; +select * from ( select `reqId` as reqId_1, @@ -230,17 +238,18 @@ as out3 on out0.reqId_1 = out3.reqId_17 INTO OUTFILE '/work/oneflow_demo/out/1' OPTIONS(mode='overwrite'); ``` +```{note} +Note that the cluster version `SELECT INTO` is a non-blocking task. You can use the command `SHOW JOBS` to view the running status of the task. Please wait for the task to run successfully (`state` to `FINISHED` status) before proceeding to the next step. It takes around 1.5 minites. +``` Since there is only one command, we can directly execute the sql script `sync_select_out.sql`: ``` /work/openmldb/bin/openmldb --zk_cluster=127.0.0.1:2181 --zk_root_path=/openmldb --role=sql_client < /work/oneflow_demo/sql_scripts/sync_select_out.sql ``` + +### Pre-process Dataset to Match DeepFM Model Requirements ```{note} -Note that the cluster version `SELECT INTO` is a non-blocking task. You can use the command `SHOW JOBS` to view the running status of the task. Please wait for the task to run successfully (`state` to `FINISHED` status) before proceeding to the next step. -``` -### 2.3 Pre-process Dataset to Match DeepFM Model Requirements -```{note} -Note that following commands are executed outside the demo docker. They are executed in the environment as installed in section 1.1. +Note that following commands are executed outside the demo docker. They are executed in the virtual environment for OneFlow. ``` According to [DeepFM paper](https://arxiv.org/abs/1703.04247), we treat both categorical and continuous features as sparse features. @@ -279,9 +288,9 @@ out/ 3 directories, 4 files ``` -### 2.4 Launch OneFlow for Model Training +### Launch OneFlow for Model Training ```{note} -Note that following commands are executed in the environment as installed in section 1.2. +Note that the following commands are executed in the virtual environment for OneFlow. ``` ```bash @@ -290,34 +299,39 @@ sh train_deepfm.sh -h Usage: train_deepfm.sh DATA_DIR(abs) We'll read required args in $DATA_DIR/data_info.txt, and save results in path ./ ``` -The usage is shown above. So we run: +The training in OneFlow is done with the script `train_deepfm.sh`, with usage shown above. Normally, no special configurations are required. The scripts will read the parameters from `$DATA_DIR/data_info.txt`, including `num_train_samples`, `num_val_samples`, `num_test_samples` and `table_size_array`. Please use the output directory as follows: ```bash bash train_deepfm.sh $demodir/feature_preprocess/out ``` -Trained model will be saved in `$demodir/oneflow_process/model_out`, saved model for serving will be saved in `$demodir/oneflow_process/model/embedding/1/model`. +The trained model will be saved in `$demodir/oneflow_process/model_out`, saved model for serving will be saved in `$demodir/oneflow_process/model/embedding/1/model`. -## 3. Model Serving -### 3.1 Overview +## Model Serving +### Overview Model serving with OpenMLDB+OneFlow can be summarized into a few main steps. 1. OpenMLDB deploying: deploy SQL and prepare the online data -1. Oneflow serving: load model -1. Predict serving demo +2. Oneflow serving: load model +3. Predict serving demo + We will detail each step in the following sections. -### 3.2 OpenMLDB deploying +### OpenMLDB Deploying -#### 3.2.1 Online SQL Deployment -Assuming that the model produced by the features designed in Section 2.2.3 in the previous model training meets the expectation. The next step is to deploy the feature extraction SQL script online to provide real-time feature extraction. +#### Online SQL Deployment +Assuming that the model produced by the features designed in the previous model training meets the expectation. The next step is to deploy the feature extraction SQL script online to provide real-time feature extraction. In OpenMLDB docker(if exited, enter with `docker exec -it openmldb bash`): 1. Restart OpenMLDB CLI for SQL online deployment. ```bash - docker exec -it demo bash /work/openmldb/bin/openmldb --zk_cluster=127.0.0.1:2181 --zk_root_path=/openmldb --role=sql_client ``` -2. Deploy the sql(see [Offline Feature Extracion](#224-offline-feature-extraction)) - +2. Deploy the sql(see [Offline Feature Extracion](#offline-feature-extraction)) +```sql +-- OpenMLDB CLI +USE JD_db; +DEPLOY demo OPTIONS(RANGE_BIAS='inf', ROWS_BIAS='inf') ; +``` +Or you can deploy with script inside the docker: ``` /work/openmldb/bin/openmldb --zk_cluster=127.0.0.1:2181 --zk_root_path=/openmldb --role=sql_client < /work/oneflow_demo/sql_scripts/deploy.sql ``` @@ -326,18 +340,22 @@ Use the following command to check the deployment details: ```sql show deployment demo; ``` +After deployment, you can access the service through OpenMLDB ApiServer `127.0.0.1:9080`. + +#### Online Data Import +We need to import the data for real-time feature extraction. For simplicity, we directly import and use the same dataset as offline. In production, typically the offline dataset comprises a large volume of cold data, while the online dataset consists of recent hot data. -#### 3.2.2 Online Data Import -We need to import the data for real-time feature extraction. First, you need to switch to **online** execution mode. Then, in the online mode, import the sample data as the online data source. The following commands are executed under the OpenMLDB CLI. +The following commands are executed under the OpenMLDB CLI. ```sql -> USE JD_db; -> SET @@execute_mode='online'; -> LOAD DATA INFILE '/work/oneflow_demo/data/JD_data/action/*.parquet' INTO TABLE action options(format='parquet', mode='append'); -> LOAD DATA INFILE '/work/oneflow_demo/data/JD_data/flattenRequest_clean/*.parquet' INTO TABLE flattenRequest options(format='parquet', mode='append'); -> LOAD DATA INFILE '/work/oneflow_demo/data/JD_data/bo_user/*.parquet' INTO TABLE bo_user options(format='parquet', mode='append'); -> LOAD DATA INFILE '/work/oneflow_demo/data/JD_data/bo_action/*.parquet' INTO TABLE bo_action options(format='parquet', mode='append'); -> LOAD DATA INFILE '/work/oneflow_demo/data/JD_data/bo_product/*.parquet' INTO TABLE bo_product options(format='parquet', mode='append'); -> LOAD DATA INFILE '/work/oneflow_demo/data/JD_data/bo_comment/*.parquet' INTO TABLE bo_comment options(format='parquet', mode='append'); +-- OpenMLDB CLI +USE JD_db; +SET @@execute_mode='online'; +LOAD DATA INFILE '/work/oneflow_demo/data/JD_data/action/*.parquet' INTO TABLE action options(format='parquet', mode='append'); +LOAD DATA INFILE '/work/oneflow_demo/data/JD_data/flattenRequest_clean/*.parquet' INTO TABLE flattenRequest options(format='parquet', mode='append'); +LOAD DATA INFILE '/work/oneflow_demo/data/JD_data/bo_user/*.parquet' INTO TABLE bo_user options(format='parquet', mode='append'); +LOAD DATA INFILE '/work/oneflow_demo/data/JD_data/bo_action/*.parquet' INTO TABLE bo_action options(format='parquet', mode='append'); +LOAD DATA INFILE '/work/oneflow_demo/data/JD_data/bo_product/*.parquet' INTO TABLE bo_product options(format='parquet', mode='append'); +LOAD DATA INFILE '/work/oneflow_demo/data/JD_data/bo_comment/*.parquet' INTO TABLE bo_comment options(format='parquet', mode='append'); ``` You can run the script: @@ -346,16 +364,16 @@ You can run the script: ``` And check the import job status by: ``` - echo "show jobs;" | /work/openmldb/bin/openmldb --zk_cluster=127.0.0.1:2181 --zk_root_path=/openmldb --role=sql_client + echo "show jobs;" | /work/openmldb/bin/openmldb --zk_cluster=127.0.0.1:2181 --zk_root_path=/openmldb --role=sql_client ``` ```{note} Note that the cluster version `LOAD DATA` is a non-blocking task. You can use the command `SHOW JOBS` to view the running status of the task. Please wait for the task to run successfully (`state` to `FINISHED` status) before proceeding to the next step. ``` -### 3.3 Oneflow serving +### Oneflow Serving -#### 3.3.1 Check Config +#### Check Config Check if model files `$demodir/oneflow_process/model` are correctly organized and saved as shown below: ``` @@ -384,9 +402,9 @@ model/ | `-- one_embedding_options.json `-- config.pbtxt ``` -1. Field `name` in `config.pbtxt` should be consistent with the name of the folder(`embedding`). And `persistent_table.path` will be generated automatically in `model/embedding/1/model/one_embedding_options.json`, you can check if it's the absolute path of`$demodir/oneflow_process/persistent`. +Field `name` in `config.pbtxt` should be consistent with the name of the folder(`embedding`). And `persistent_table.path` will be generated automatically in `model/embedding/1/model/one_embedding_options.json`, you can check if it's the absolute path of`$demodir/oneflow_process/persistent`. -#### 3.3.2 Start OneFlow serving +3.3.2 Start OneFlow serving Start OneFlow model serving with the following commands: ``` docker run --runtime=nvidia --rm -p 8001:8001 -p8000:8000 -p 8002:8002 \ @@ -395,8 +413,22 @@ docker run --runtime=nvidia --rm -p 8001:8001 -p8000:8000 -p 8002:8002 \ oneflowinc/oneflow-serving:nightly \ bash -c '/opt/tritonserver/bin/tritonserver --model-repository=/models' ``` -If sucessful, the output will look like the following: -``` +If successful, the output will look like the following: +``` +I0711 09:58:55.199227 1 server.cc:549] ++---------+---------------------------------------------------------+--------+ +| Backend | Path | Config | ++---------+---------------------------------------------------------+--------+ +| oneflow | /opt/tritonserver/backends/oneflow/libtriton_oneflow.so | {} | ++---------+---------------------------------------------------------+--------+ + +I0711 09:58:55.199287 1 server.cc:592] ++-----------+---------+--------+ +| Model | Version | Status | ++-----------+---------+--------+ +| embedding | 1 | READY | ++-----------+---------+--------+ +... I0929 07:28:34.281655 1 grpc_server.cc:4117] Started GRPCInferenceService at 0.0.0.0:8001 I0929 07:28:34.282343 1 http_server.cc:2815] Started HTTPService at 0.0.0.0:8000 I0929 07:28:34.324662 1 http_server.cc:167] Started Metrics Service at 0.0.0.0:8002 @@ -406,29 +438,33 @@ We can request `http://127.0.0.1:8000` to do predict. You can check if the servi ``` curl -v localhost:8000/v2/health/ready ``` - -If the repsonse is `Connection refused`, the serving failed to start. - +If the response is `Connection refused`, the serving failed to start. +Furthermore, check if model is successfully loaded: +``` +curl -v localhost:8000/v2/models/stats +``` +If successful, you will be able to see `embedding` information. Else, check the model path and the organization. ```{note} -If port 800x confict, you can change the host port. For example, use `-p 18000:8000`. If you change the host port mapping of 8000, you should change the oneflow request port in predict server demo too. +If port 800x confict, you can change the host port. For example, use `-p 18000:8000`. If you change the host port mapping of 8000, you should change the oneflow request port in the predict server demo too. ``` -### 3.4 Predict Serving Demo +### Predict Serving Demo ```{note} -Note that following commands are executed in the environment as installed in section 1.2. +Note that the following commands can be executed in any environment. Because of Python dependencies, we recommend using the virtual environment of OneFlow. ``` -The start script use `127.0.0.1:9080` to query OpenMLDB ApiServer, and `127.0.0.1:8000`to query OneFlow Triton serving。 +Upon receiving a request, the prediction service first obtains real-time features through OpenMLDB and the request the inference service with real-time features. The script uses `127.0.0.1:9080` to query OpenMLDB ApiServer, and `127.0.0.1:8000` to query OneFlow Triton serving. ```bash sh $demodir/serving/start_predict_server.sh ``` +You can check execution logs from `/tmp/p.log`. -### 3.5 Send Real-Time Request to test +### Send Real-Time Request to test Requests can be executed outside the OpenMLDB docker. The details can be found in [IP Configuration](https://openmldb.ai/docs/en/main/reference/ip_tips.html). -Execute `predict.py` in command window. This script will send a line of request data to the prediction service. Results will be received and printed out. +`predict.py` will send a line of request data to the prediction service. Results will be received and printed out. ```bash python $demodir/serving/predict.py @@ -436,6 +472,7 @@ python $demodir/serving/predict.py Sample output: ``` ----------------ins--------------- + ['200080_5505_2016-03-15 20:43:04' 1458045784000 '200080_5505_2016-03-15 20:43:04' '200080_5505' '5505' '200080' 1 1.0 1.0 1 1 3 1 '200080_5505_2016-03-15 20:43:04' None '3' '1' '1' '214' '8' @@ -443,6 +480,12 @@ Sample output: 0.02879999950528145 0.0 0.0 2 2 '1,,NULL' '4,0,NULL' '200080_5505_2016-03-15 20:43:04' ',NULL,NULL' ',NULL,NULL' ',NULL,NULL' 1 1 1 ',NULL,NULL' ',NULL,NULL'] + ---------------predict change of purchase ------------- + [[b'0.007005:0']] + +``` +```{note} +If an error occurs, use client.py in the serving directory, or [download](https://github.com/4paradigm/OpenMLDB/blob/f2d985c986c5c4cbe538b01dabdbd1956588da40/demo/jd-recommendation/serving/client.py), to separately debug triton infer. ``` From 0b530217c34c294ebebeeb50772a00d6bd731c0d Mon Sep 17 00:00:00 2001 From: Siqi Wang Date: Wed, 13 Dec 2023 16:16:46 +0800 Subject: [PATCH 3/5] Update JD_recommendation.md minor --- docs/en/use_case/JD_recommendation.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/docs/en/use_case/JD_recommendation.md b/docs/en/use_case/JD_recommendation.md index e9f6c2a9208..9a2a8cfa870 100644 --- a/docs/en/use_case/JD_recommendation.md +++ b/docs/en/use_case/JD_recommendation.md @@ -404,7 +404,7 @@ model/ ``` Field `name` in `config.pbtxt` should be consistent with the name of the folder(`embedding`). And `persistent_table.path` will be generated automatically in `model/embedding/1/model/one_embedding_options.json`, you can check if it's the absolute path of`$demodir/oneflow_process/persistent`. -3.3.2 Start OneFlow serving +#### Start OneFlow serving Start OneFlow model serving with the following commands: ``` docker run --runtime=nvidia --rm -p 8001:8001 -p8000:8000 -p 8002:8002 \ From 2f342dd7f922105537deb4c8a0bb093ef4010e66 Mon Sep 17 00:00:00 2001 From: Elliezza Date: Wed, 13 Dec 2023 16:23:48 +0800 Subject: [PATCH 4/5] remove redundant figures --- docs/en/use_case/images/byzer-load-data.png | Bin 119314 -> 0 bytes docs/en/use_case/images/byzer-upload-data.png | Bin 15209 -> 0 bytes docs/en/use_case/images/ds_create_tenant.png | Bin 16426 -> 0 bytes docs/en/use_case/images/rocketmq_overview.png | Bin 42416 -> 0 bytes docs/en/use_case/images/rocketmq_runtime.png | Bin 13485 -> 0 bytes docs/en/use_case/images/rocketmq_test.png | Bin 40419 -> 0 bytes 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zETT+HIkd#cJM(|M`C+?NmHD~7H^x)eu}3g{*!MC%Yr~bzcBg{^g&eeXb!|LlJfE;k z3lFzzB{_48-*#@#5<4pIZ**Dx#O*lBdL{wJSE(rvnylN_vE!B}XXoQEI$cvG-3|+H z_+%?X=i=rz!%@$P54H&f*f*}Y-E?P-ZS9Pp>2ePd2Rrq?s~jSFwodsE@hUWb*>W&L zJyy$7GpWJzQOh7zTl3lGK8`Gw<(+S0#sW{Dpz^YZFw)$)yE2oY2@f8JDIP5c29Gn}JbqM+S-la=hW!=JK#*F1@ z^xhawE!FlxxA^vzK3h#U-gu@U^ylDEk)ZjER#q;LkB<-2(REcG=I(Sa-AYFbv^VHg z)4b%+Qnw{TUtJWM3YHC@Qt!L6|0s(V@915u5er!ZC(7sD9g*icqR|~);Q?ZdiJ3k=aJQXwP5^9NU85J{F(4f4K&)+wL_k^ z^%pfYfjaqx<#}QW*_&x|-4C|i{W>*UNa3V-Pk0s0UU{HD#eK?bpXh6Olh(6RLS9Af z?WIwrJ0@;t@~#$3@K<{oG9mMUfC(HqSpm!U#Oj5Qc@CS)|(Wz4bfuimbx*gZx8Mgm~hJ}WU}kL znUeCpdQu6W?#6i=&tRNSo|eCRl?SglWp3>wZFRPsmO%;^!VM?{Z$?F?!+N@|TkEJC zceK^LDYH$fDnpvWIh&g`cA7JbXny0l4Mz>yjrv2lVYa;trVB{1lw2U11S@5TSsYkb@3 zu)|^2cA4OhDT^;%?VFml3CvJ?X?sx+-}=AfpFZg!f02Ua{Y}=j1r+=_xL<2u`X1AB F{|CM(9&G>s From 09378bc813d9d304c144947623f023f6cc8e9ff3 Mon Sep 17 00:00:00 2001 From: Siqi Wang Date: Wed, 13 Dec 2023 16:41:19 +0800 Subject: [PATCH 5/5] Update taxi_tour_duration_prediction.md --- .../use_case/taxi_tour_duration_prediction.md | 26 +++++++++++-------- 1 file changed, 15 insertions(+), 11 deletions(-) diff --git a/docs/en/use_case/taxi_tour_duration_prediction.md b/docs/en/use_case/taxi_tour_duration_prediction.md index 4ece5d402e2..fb790441793 100644 --- a/docs/en/use_case/taxi_tour_duration_prediction.md +++ b/docs/en/use_case/taxi_tour_duration_prediction.md @@ -2,9 +2,9 @@ This article will use [The Problem of Predicting Taxi Travel Time on Kaggle](https://www.kaggle.com/c/nyc-taxi-trip-duration/overview) as an example to demonstrate how to use the combination of OpenMLDB and LightGBM to create a complete machine-learning application. -Please note that this document employs a pre-compiled Docker image. If you wish to perform tests in your self-compiled and built OpenMLDB environment, you will need to configure and utilize the [Spark Distribution Documentation for Feature Engineering Optimization](https://openmldb.ai/docs/zh/main/tutorial/openmldbspark_distribution.html). Refer to the [Spark Distribution Documentation for OpenMLDB Optimization](https://chat.openai.com/tutorial/openmldbspark_distribution.md#openmldb-spark-distribution) and the [Installation and Deployment Documentation](https://chat.openai.com/deploy/install_deploy.md#modifyingtheconfigurationfileconftaskmanagerproperties) for more detailed information. +Please note that this document employs a pre-compiled Docker image. If you wish to perform tests in your self-compiled and built OpenMLDB environment, you will need to configure and utilize the [Spark Distribution Documentation for Feature Engineering Optimization](https://github.com/4paradigm/Spark/). Refer to the [Spark Distribution Documentation for OpenMLDB Optimization](../tutorial/openmldbspark_distribution.md#openmldb-spark-distribution) and the [Installation and Deployment Documentation](../deploy/install_deploy.md#modifyingtheconfigurationfileconftaskmanagerproperties) for more detailed information. -## The Preparation and Preliminary Knowledge +## Preparation and Preliminary Knowledge This article is centered around the development and deployment of OpenMLDB CLI. To begin, you should download the sample data and initiate the OpenMLDB CLI. We recommend using Docker images for a streamlined experience. @@ -15,7 +15,7 @@ This article is centered around the development and deployment of OpenMLDB CLI. Execute the following command from the command line to pull the OpenMLDB image and start the Docker container: ```bash -docker run -it 4pdosc/openmldb:0.8.2 bash +docker run -it 4pdosc/openmldb:0.8.4 bash ``` This image comes pre-installed with OpenMLDB and encompasses all the scripts, third-party libraries, open-source tools, and training data necessary for this case. @@ -44,9 +44,9 @@ The init.sh script provided within the image helps users initialize the environm ### Preliminary Knowledge: Asynchronous Tasks -Some OpenMLDB commands are asynchronous, such as the `LOAD DATA`, `SELECT`, and `SELECT INTO` commands in online/offline mode. After submitting a task, you can use relevant commands such as `SHOW JOBS` and `SHOW JOB` to view the progress of the task. For details, please refer to the [Offline Task Management Document](https://chat.openai.com/openmldb_sql/task_manage/index.rst). +Some OpenMLDB commands are asynchronous, such as the `LOAD DATA`, `SELECT`, and `SELECT INTO` commands in online/offline mode. After submitting a task, you can use relevant commands such as `SHOW JOBS` and `SHOW JOB` to view the progress of the task. For details, please refer to the [Offline Task Management Document](../openmldb_sql/task_manage/index.rst). -## The Entire Process of Machine Learning +## Machine Learning Process ### Step 1: Create Database and Table @@ -120,7 +120,7 @@ w2 AS (PARTITION BY passenger_count ORDER BY pickup_datetime ROWS_RANGE BETWEEN ``` ```{note} -SELECT INTO is an asynchronous task. Please use the SHOW JOBS command to check the task's running status and wait for it to run successfully (transitioning to the FINISHED state) before proceeding to the next step. +`SELECT INTO` is an asynchronous task. Please use the SHOW JOBS command to check the task's running status and wait for it to run successfully (transitioning to the FINISHED state) before proceeding to the next step. ``` ### Step 5: Model Training @@ -139,7 +139,7 @@ SELECT INTO is an asynchronous task. Please use the SHOW JOBS command to check t ### Step 6: Launch Feature Extraction SQL Script -Assuming that the features designed in [Step 3: Feature Design](https://chat.openai.com/c/03700398-f563-4565-8fae-132a05b01efb#step-3featuredesign) have produced the expected model in the previous training, the next step is to deploy the feature extraction SQL script online to provide online feature extraction services. +Assuming that the features designed in [Step 3: Feature Design](#step-3-feature-design) have produced the expected model in the previous training, the next step is to deploy the feature extraction SQL script online to provide online feature extraction services. 1. Restart the OpenMLDB CLI for SQL online deployment: @@ -169,6 +169,10 @@ WINDOW w AS (PARTITION BY vendor_id ORDER BY pickup_datetime ROWS_RANGE BETWEEN w2 AS (PARTITION BY passenger_count ORDER BY pickup_datetime ROWS_RANGE BETWEEN 1d PRECEDING AND CURRENT ROW); ``` +```note +DEPLOY contains BIAS OPTIONS here because importing data files into online storage will not be updated. For the current time, it may exceed the TTL (Time-To-Live) of the table index after DEPLOY, leading to the expiration of this data in the table. Time-based expiration relies solely on the 'ts' column and 'ttl' of each index. If the value in that column of the data is < (current time - abs_ttl), it will be expired for that index, irrespective of other factors. The different indexes also do not influence each other. If your data does not generate real-time new timestamps, you also need to consider including BIAS OPTIONS. +``` + ### Step 7: Import Online Data Firstly, switch to **online** execution mode. Then, in online mode, import the sample data from `/work/taxi-trip/data/taxi_tour_table_train_simple.csv` as online data for online feature computation. @@ -181,10 +185,10 @@ LOAD DATA INFILE 'file:///work/taxi-trip/data/taxi_tour_table_train_simple.csv' ``` ```{note} -LOAD DATA is an asynchronous task. Please use the SHOW JOBS command to monitor the task's progress and wait for it to successfully complete (transition to the FINISHED state) before proceeding to the next step. +`LOAD DATA` is an asynchronous task. Please use the SHOW JOBS command to monitor the task's progress and wait for it to successfully complete (transition to the FINISHED state) before proceeding to the next step. ``` -### Step 8: Start the Estimation Service +### Step 8: Start Prediction Service 1. If you have not already exited the OpenMLDB CLI, exit the OpenMLDB CLI first. @@ -198,7 +202,7 @@ LOAD DATA is an asynchronous task. Please use the SHOW JOBS command to monitor t ./start_predict_server.sh 127.0.0.1:9080 /tmp/model.txt ``` -### Step 9: Send Estimate Request +### Step 9: Send Prediction Request Execute the built-in `predict.py` script from the regular command line. This script sends a request data line to the prediction service, receives the estimation results in return, and prints them out. @@ -211,4 +215,4 @@ python3 predict.py 40.774097 40.774097 1. 1. ]] ---------------predict trip_duration ------------- 848.014745715936 s -``` \ No newline at end of file +```