From 6e34279f15ff164bf77780e6d6c6e6f649ea41e1 Mon Sep 17 00:00:00 2001 From: zhuwenjing <2663966198@qq.com> Date: Wed, 28 Aug 2019 19:54:45 +0800 Subject: [PATCH 1/8] Fix executor test --- example/jupyter/example.ipynb | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/example/jupyter/example.ipynb b/example/jupyter/example.ipynb index 7dac56f684..004065b579 100644 --- a/example/jupyter/example.ipynb +++ b/example/jupyter/example.ipynb @@ -42,8 +42,8 @@ "FROM iris.train\n", "TRAIN DNNClassifier\n", "WITH\n", - " n_classes = 3,\n", - " hidden_units = [10, 20]\n", + " model.n_classes = 3,\n", + " model.hidden_units = [10, 20]\n", "COLUMN sepal_length, sepal_width, petal_length, petal_width\n", "LABEL class\n", "INTO sqlflow_models.my_dnn_model;" From d44903eca81042705b3d002f625c3607636222a6 Mon Sep 17 00:00:00 2001 From: zhuwenjing <2663966198@qq.com> Date: Thu, 29 Aug 2019 13:45:43 +0800 Subject: [PATCH 2/8] Design: Clustering in SQLflow --- doc/cluster_design.md | 56 +++++++++++++++++++++++++++++++++++++++++++ 1 file changed, 56 insertions(+) create mode 100644 doc/cluster_design.md diff --git a/doc/cluster_design.md b/doc/cluster_design.md new file mode 100644 index 0000000000..7f0b6d4909 --- /dev/null +++ b/doc/cluster_design.md @@ -0,0 +1,56 @@ +# Design: Clustering in SQLflow to analyze patterns in data + +## Concept + +For analysts and real business people, in the daily analysis work, most of the work is not prediction, but analysis of the patterns in the data. This can help them mine user behavioral characteristics and differences, helping the business discover value and operate. + +This design doc introduces how to support the `Cluster Model` in SQLFlow. + +## User interface + +Users usually use a **TRAIN SQL** to train a model, then use a **Cluster Predict SQL** to predict the clusters and output the results, the simple pipeline like: + +Train SQL: + +``` sql +SELECT * FROM train_table +TRAIN clusterModel +WITH + model.encode_units = [100, 7] + model.n_clusters = 5 +COLUMN m1, m2, m3, m4, m5, m6, m7, m8, m9, m10 +INTO my_cluster_model; +``` + +Cluster Predict SQL: +``` sql +SELECT * +FROM train_table +PREDICT result_table +USING my_cluster_model; +``` + +where: +- `train_table` is the table of training data. +- `model.encode_units` is the autoencoder layer's encoder units +- `my_cluster_model` is the trained cluster model. +- `model.n_clusters` is the number of patterns after clustering. +- `result_table` is the table of cluster result data. + +## Implement Details + +- +- + +## Note +- Train_table is a high-dimensional table to be clustered +- Result_table is a result of averaging the data of each dimension according to the clustering result label. +- Result_table example: +| group_id | m1 | m2 | m3 | m4 | m5 | m6 | m7 | m8 | m9 | m10 | +| ----------- | --------- | --------- | --------- | --------- | --------- | --------- | --------- | --------- | --------- | +| 0 | 0.017 | 0.015 | 0.013 | 0.012 | 0.01 | 0.01 | 0.009 | 0.008 | 0.008 | 0.008 | +| 1 | 0.195 | 0.173 | 0.154 | 0.138 | 0.124 | 0.111 | 0.1 | 0.091 | 0.083 | 0.076 | +| 2 | 0.014 | 0.012 | 0.011 | 0.01 | 0.009 | 0.008 | 0.007 | 0.005 | 0.005 | 0.004 | +| 3 | 0.005 | 0.003 | 0.003 | 0.002 | 0.001 | 0.001 | 0.001 | 0.0 | 0.0 | 0.0 | +| 4 | 0.311 | 0.291 | 0.274 | 0.257 | 0.24 | 0.224 | 0.209 | 0.196 | 0.185 | 0.175 | + From 50a74c862f233fc3fb61bb38e2d17e98ab66fb61 Mon Sep 17 00:00:00 2001 From: zhuwenjing <2663966198@qq.com> Date: Thu, 29 Aug 2019 17:21:45 +0800 Subject: [PATCH 3/8] fix:Design of Clustering in SQLflow --- doc/cluster_design.md | 37 +++++++++++++++++++++---------------- 1 file changed, 21 insertions(+), 16 deletions(-) diff --git a/doc/cluster_design.md b/doc/cluster_design.md index 7f0b6d4909..d33503a7b6 100644 --- a/doc/cluster_design.md +++ b/doc/cluster_design.md @@ -8,44 +8,49 @@ This design doc introduces how to support the `Cluster Model` in SQLFlow. ## User interface -Users usually use a **TRAIN SQL** to train a model, then use a **Cluster Predict SQL** to predict the clusters and output the results, the simple pipeline like: +Users usually use a **TRAIN SQL** to train a model in Supervised learning. But, in this scenario, we focus on the extraction of data patterns in unsupervised learning. Therefore, we use **EXTRCT SQL** for pattern extraction, the simple pipeline like: -Train SQL: +EXTRCT SQL: ``` sql SELECT * FROM train_table -TRAIN clusterModel +EXTRCT clusterModel WITH - model.encode_units = [100, 7] + model.encode_units = [100, 7] model.n_clusters = 5 COLUMN m1, m2, m3, m4, m5, m6, m7, m8, m9, m10 -INTO my_cluster_model; +INTO my_cluster_model, result_table; ``` -Cluster Predict SQL: +PREDICT SQL: ``` sql SELECT * -FROM train_table -PREDICT result_table +FROM new_table +PREDICT result_test_table USING my_cluster_model; ``` where: -- `train_table` is the table of training data. -- `model.encode_units` is the autoencoder layer's encoder units -- `my_cluster_model` is the trained cluster model. +- `train_table` is the high-dimensional table to be clustered. +- `model.encode_units` is the autoencoder model layer's encoder units, the decode_units can reverse encode_units directly. - `model.n_clusters` is the number of patterns after clustering. -- `result_table` is the table of cluster result data. +- `my_cluster_model` is the trained cluster model. +- `result_table` is the cluster result for train_table. +- `new_table`: If you want to apply the model that extracts from train_table to the new data new_table directly, you can use **PREDICT SQL**. Note that the structure of new_table is the same as train_table, namely, same feature column. +- `result_test_table` is the cluster result for new_table. ## Implement Details - +- - - ## Note -- Train_table is a high-dimensional table to be clustered -- Result_table is a result of averaging the data of each dimension according to the clustering result label. -- Result_table example: +- The **EXTRCT SQL** includes two models, the autoencode model and the cluster model. +First, the former is used to achieve data compression. At training time, the input to this model is train_table (eg. train_table.shape = (10000 * 184)), and the output is also train_table. We only use the output of the trained encode layer (10000*7) as the input to the clustering model. +Then, the clustering model starts training, randomly initializes weights and multiple iterations, generates clustering models and clustering results of train_table. +Next, we average each feature in the train_table according to the clustering result category to get the result table. +Finally, **EXTRCT SQL** outputs two parts, clustering model and the result table are included. +- The example of result_table: | group_id | m1 | m2 | m3 | m4 | m5 | m6 | m7 | m8 | m9 | m10 | | ----------- | --------- | --------- | --------- | --------- | --------- | --------- | --------- | --------- | --------- | | 0 | 0.017 | 0.015 | 0.013 | 0.012 | 0.01 | 0.01 | 0.009 | 0.008 | 0.008 | 0.008 | From e53cbd343f9fabe4f1c4eae2b09513f2ee415bdb Mon Sep 17 00:00:00 2001 From: zhuwenjing <2663966198@qq.com> Date: Fri, 30 Aug 2019 23:40:40 +0800 Subject: [PATCH 4/8] cluster_model_train_overview.png --- 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z6iyLh`REv&Fb}#@Yu9;amB|Bt8CbGlu~7W29d8Mck-?MB*=xY9+5VIS@*%yKWuSb_ z4nrd(kq^Cqgl!F0$2LlAn81V1M$)h5fwV|#T)0)neSk0blqU*7emX5iI!(5{fp!ki mxdo6sTD{e3J$Dp?uj@GbyE_x?#4oe#e@O73HXHHB$NvY`VVXw( literal 0 HcmV?d00001 From b86bce79ab4864db0c6cb9b4fa77b798ca76d49b Mon Sep 17 00:00:00 2001 From: zhuwenjing <2663966198@qq.com> Date: Fri, 30 Aug 2019 23:51:21 +0800 Subject: [PATCH 5/8] fix 2.0 Design: Clustering in SQLflow --- doc/cluster_design.md | 130 +++++++++++++++++++++++++++++++++--------- 1 file changed, 104 insertions(+), 26 deletions(-) diff --git a/doc/cluster_design.md b/doc/cluster_design.md index d33503a7b6..cb0f49163b 100644 --- a/doc/cluster_design.md +++ b/doc/cluster_design.md @@ -8,54 +8,132 @@ This design doc introduces how to support the `Cluster Model` in SQLFlow. ## User interface -Users usually use a **TRAIN SQL** to train a model in Supervised learning. But, in this scenario, we focus on the extraction of data patterns in unsupervised learning. Therefore, we use **EXTRCT SQL** for pattern extraction, the simple pipeline like: +Users usually use a **TRAIN SQL** to train a model in Supervised learning. But, In this scenario, we focus on the extraction of data patterns in unsupervised learning. Therefore, we use **EXTRCT SQL** for pattern extraction, the simple pipeline like: -EXTRCT SQL: +In this scenario, we focus on the extraction of data patterns in unsupervised learning. SO, we plan to use a **TRAIN SQL** to train a unsupervised model. We will support whether to perform Pretrain at the beginning of this unsupervised network in `WITH`, and whether to use the already trained model as a pre-training in `USING`. The simple pipeline like: + + +TRAIN SQL: ``` sql -SELECT * FROM train_table -EXTRCT clusterModel +SELECT * FROM input_table +TRAIN clusterModel WITH model.encode_units = [100, 7] model.n_clusters = 5 + model.run_pretrain = false COLUMN m1, m2, m3, m4, m5, m6, m7, m8, m9, m10 -INTO my_cluster_model, result_table; +USING model.existed_pretrain_model = existed_pretrain_model +INTO my_cluster_model; ``` PREDICT SQL: + ``` sql SELECT * -FROM new_table -PREDICT result_test_table +FROM input_table +PREDICT output_table USING my_cluster_model; ``` where: -- `train_table` is the high-dimensional table to be clustered. +- `input_table` is the high-dimensional table to be clustered. - `model.encode_units` is the autoencoder model layer's encoder units, the decode_units can reverse encode_units directly. - `model.n_clusters` is the number of patterns after clustering. - `my_cluster_model` is the trained cluster model. -- `result_table` is the cluster result for train_table. -- `new_table`: If you want to apply the model that extracts from train_table to the new data new_table directly, you can use **PREDICT SQL**. Note that the structure of new_table is the same as train_table, namely, same feature column. -- `result_test_table` is the cluster result for new_table. +- `run_pretrain` is used to determine if autoencoder pretrain needs to be run, default true. +- `model.existed_pretrain_model` is used to specify an existing pretrain_model +- `output_table` is the cluster result for input_table, which is adding the `group_id` column predicted by the cluster model to the input_table. + +## clusterModel Details + + +The below figure demonstrates overall workflow for clusterModel train. This figure includes two parts, the pretrian autoencode model and the cluster model are included. +1. First, the former is used to train a pretrain model. The `model.encode_units` describes the layer structure of the encoder of the autoencoder network. We only use the output of the trained encode layer (10000*7) as the input to the clustering model. +2. Then, the clustering model starts training, randomly initializes weights and multiple iterations, generates clustering models. +3. Finally, the overall train process ultimately outputs an unsupervised clustering model. + ## Implement Details -- -- -- +- sqlflow_models/clusterModel.py + +```python +class clusterModel(tf.keras.Model): + + def pre_train(dataset): + ... + self.autoencoder.fit(dataset) + pretrainmodel.save(‘/tmp/pretrain.h5’) + + def target_distribution(): + ... + + def cluster_train_loop(): + for ite in range(int(maxiter)): + if ite % update_interval == 0: + q = model.predict(x, verbose=0) + p = target_distribution(q) # update the auxiliary target distribution p + y_pred = q.argmax(1) + idx = index_array[index * batch_size: min((index+1) * batch_size, x.shape[0])] + loss = model.train_on_batch(x=x[idx], y=p[idx]) + index = index + 1 if (index + 1) * batch_size <= x.shape[0] else 0 +``` + +- template_tf.go +```python +if 'pre_train' is in classifier: + classifier.pre_train(InputDataSet) +if 'cluster_train_loop' is in classifier: + classifier.cluster_train_loop(InputDataSet) + +``` ## Note -- The **EXTRCT SQL** includes two models, the autoencode model and the cluster model. -First, the former is used to achieve data compression. At training time, the input to this model is train_table (eg. train_table.shape = (10000 * 184)), and the output is also train_table. We only use the output of the trained encode layer (10000*7) as the input to the clustering model. -Then, the clustering model starts training, randomly initializes weights and multiple iterations, generates clustering models and clustering results of train_table. -Next, we average each feature in the train_table according to the clustering result category to get the result table. -Finally, **EXTRCT SQL** outputs two parts, clustering model and the result table are included. + +- The user can choose whether to run pre_train before the cluster model, ie run_pretrain=true. The user can also choose to load the already trained model by loading the existed_pretrain_model. +Therefore, there are four cases in total: +1. run_pretrain = true & Using model.existed_pretrain_model = None: +Autoencoder Pretrain + Random initialization weights for cluster. (Note that model.encode_units `is worked` at this time.) +2. run_pretrain = true & Using model.existed_pretrain_model = existed_pretrain_model: +existed_pretrain_model Pretrain+ Random initialization weights for cluster. (Note that model.encode_units `is not worked` at this time.) +3. run_pretrain = false & Using model.existed_pretrain_model = None: +Random initialization weights for cluster. (Note that model.encode_units `is not worked` at this time.) +4. run_pretrain = false & Using model.existed_pretrain_model = existed_pretrain_model: +existed_pretrain_model Pretrain+ Random initialization weights for cluster. (Note that model.encode_units `is not worked` at this time.) + +- Users can use the trained cluster model in ` PREDICT SQL` to predict the group of input_table to get output_table. +- Finally, the user can perform a combined aggregation operation on the output_table based on the SQL statement to obtain a result_table, which can be saved to the local dataframe and then analyzed according to his own needs. +sometimes, analysts will compare the mean of each feature to analyze the behavioral characteristics and differences of each group of users, maybe by ploting the result_table. + +```mysql +%%sqlflow +select + group_id + , avg(m1) as avgm1 + , avg(m2) as avgm2 + , avg(m3) as avgm3 + , avg(m4) as avgm4 + , avg(m5) as avgm5 + , avg(m6) as avgm6 + , avg(m7) as avgm7 + , avg(m8) as avgm8 + , avg(m9) as avgm9 + , avg(m10) as avgm10 +from output_table +group by group_id +``` + +```python + _.to_dataframes(result_table) +``` + - The example of result_table: -| group_id | m1 | m2 | m3 | m4 | m5 | m6 | m7 | m8 | m9 | m10 | -| ----------- | --------- | --------- | --------- | --------- | --------- | --------- | --------- | --------- | --------- | -| 0 | 0.017 | 0.015 | 0.013 | 0.012 | 0.01 | 0.01 | 0.009 | 0.008 | 0.008 | 0.008 | -| 1 | 0.195 | 0.173 | 0.154 | 0.138 | 0.124 | 0.111 | 0.1 | 0.091 | 0.083 | 0.076 | -| 2 | 0.014 | 0.012 | 0.011 | 0.01 | 0.009 | 0.008 | 0.007 | 0.005 | 0.005 | 0.004 | -| 3 | 0.005 | 0.003 | 0.003 | 0.002 | 0.001 | 0.001 | 0.001 | 0.0 | 0.0 | 0.0 | -| 4 | 0.311 | 0.291 | 0.274 | 0.257 | 0.24 | 0.224 | 0.209 | 0.196 | 0.185 | 0.175 | + +|group_id | m1 | m2 | m3 | m4 | m5 | m6 | m7 | m8 | m9 | m10 | +|---------|------|------|------|------|------|------|------|------|------|------| +| 0 | 0.017| 0.015| 0.013| 0.012| 0.01 | 0.01 | 0.009| 0.008| 0.008| 0.008| +| 1 | 0.195| 0.173| 0.154| 0.138| 0.124| 0.111| 0.1 | 0.091| 0.083| 0.076| +| 2 | 0.014| 0.012| 0.011| 0.01 | 0.009| 0.008| 0.007| 0.005| 0.005| 0.004| +| 3 | 0.005| 0.003| 0.003| 0.002| 0.001| 0.001| 0.001| 0.0 | 0.0 | 0.0 | +| 4 | 0.311| 0.291| 0.274| 0.257| 0.24 | 0.224| 0.209| 0.196| 0.185| 0.175| From 25e19a0e9c7d697ddeedefc920a6d0527401be4c Mon Sep 17 00:00:00 2001 From: zhuwenjing <2663966198@qq.com> Date: Sat, 31 Aug 2019 00:02:55 +0800 Subject: [PATCH 6/8] fix2.0 Design: Clustering in SQLflow --- doc/cluster_design.md | 10 ++++------ 1 file changed, 4 insertions(+), 6 deletions(-) diff --git a/doc/cluster_design.md b/doc/cluster_design.md index cb0f49163b..ca99c9b6c3 100644 --- a/doc/cluster_design.md +++ b/doc/cluster_design.md @@ -8,8 +8,6 @@ This design doc introduces how to support the `Cluster Model` in SQLFlow. ## User interface -Users usually use a **TRAIN SQL** to train a model in Supervised learning. But, In this scenario, we focus on the extraction of data patterns in unsupervised learning. Therefore, we use **EXTRCT SQL** for pattern extraction, the simple pipeline like: - In this scenario, we focus on the extraction of data patterns in unsupervised learning. SO, we plan to use a **TRAIN SQL** to train a unsupervised model. We will support whether to perform Pretrain at the beginning of this unsupervised network in `WITH`, and whether to use the already trained model as a pre-training in `USING`. The simple pipeline like: @@ -93,13 +91,13 @@ if 'cluster_train_loop' is in classifier: - The user can choose whether to run pre_train before the cluster model, ie run_pretrain=true. The user can also choose to load the already trained model by loading the existed_pretrain_model. Therefore, there are four cases in total: 1. run_pretrain = true & Using model.existed_pretrain_model = None: -Autoencoder Pretrain + Random initialization weights for cluster. (Note that model.encode_units `is worked` at this time.) +Autoencoder Pretrain + Random initialization weights for cluster. (Note that model.encode_units `is work` at this time.) 2. run_pretrain = true & Using model.existed_pretrain_model = existed_pretrain_model: -existed_pretrain_model Pretrain+ Random initialization weights for cluster. (Note that model.encode_units `is not worked` at this time.) +existed_pretrain_model Pretrain+ Random initialization weights for cluster. (Note that model.encode_units `is not work` at this time.) 3. run_pretrain = false & Using model.existed_pretrain_model = None: -Random initialization weights for cluster. (Note that model.encode_units `is not worked` at this time.) +Random initialization weights for cluster. (Note that model.encode_units `is not work` at this time.) 4. run_pretrain = false & Using model.existed_pretrain_model = existed_pretrain_model: -existed_pretrain_model Pretrain+ Random initialization weights for cluster. (Note that model.encode_units `is not worked` at this time.) +existed_pretrain_model Pretrain+ Random initialization weights for cluster. (Note that model.encode_units `is not work` at this time.) - Users can use the trained cluster model in ` PREDICT SQL` to predict the group of input_table to get output_table. - Finally, the user can perform a combined aggregation operation on the output_table based on the SQL statement to obtain a result_table, which can be saved to the local dataframe and then analyzed according to his own needs. From 0322358ba8cc6c135e86574a99093393c9680f8b Mon Sep 17 00:00:00 2001 From: zhuwenjing <2663966198@qq.com> Date: Mon, 2 Sep 2019 16:55:10 +0800 Subject: [PATCH 7/8] fix3.0 Design: Clustering in SQLflow --- doc/cluster_design.md | 133 ++++++++++++++++++++++-------------------- 1 file changed, 71 insertions(+), 62 deletions(-) diff --git a/doc/cluster_design.md b/doc/cluster_design.md index ca99c9b6c3..7e8c453467 100644 --- a/doc/cluster_design.md +++ b/doc/cluster_design.md @@ -1,15 +1,25 @@ # Design: Clustering in SQLflow to analyze patterns in data -## Concept +## ClusterModel introduction -For analysts and real business people, in the daily analysis work, most of the work is not prediction, but analysis of the patterns in the data. This can help them mine user behavioral characteristics and differences, helping the business discover value and operate. +Most of time when businessman and analyst faced the data, they need not only the supervised learning model to perform classification and prediction, but also unsupervised learning to catch hidden patterns. This can help analysts to draw inferences from datasets consisting of input data without labeled responses, such as grouping users by their behavioral characteristics. -This design doc introduces how to support the `Cluster Model` in SQLFlow. +This design document introduced how to support `Cluster Model` in SQLFLow. -## User interface +The figure below demonstrates overall workflow for clusterModel training, which include both the pre_train autoencoder model and the clustering model. + + +1. The first part is used to load a pre_trained model. We use the output of the trained encoder layer as the input to the clustering model. +2. Then, the clustering model starts training with randomly initialized weights, and generate clusters after multiple iterations. +3. The overall train process ultimately outputs an unsupervised clustering model. + +##How to implement ClusterModel it in SQLFlow + +### User interface in SQLFlow -In this scenario, we focus on the extraction of data patterns in unsupervised learning. SO, we plan to use a **TRAIN SQL** to train a unsupervised model. We will support whether to perform Pretrain at the beginning of this unsupervised network in `WITH`, and whether to use the already trained model as a pre-training in `USING`. The simple pipeline like: +In this scenario, we focus on the extraction of data patterns in unsupervised learning. +So, the user can use `TRAIN` keyword to training a model. The user can also specify the training hyper-parameters with the keyword `WITH` and determine whether to use pre-trained model by `USING`. The training and predicting syntax looks like: TRAIN SQL: @@ -21,7 +31,7 @@ WITH model.n_clusters = 5 model.run_pretrain = false COLUMN m1, m2, m3, m4, m5, m6, m7, m8, m9, m10 -USING model.existed_pretrain_model = existed_pretrain_model +USING existed_pretrain_model INTO my_cluster_model; ``` @@ -39,84 +49,83 @@ where: - `model.encode_units` is the autoencoder model layer's encoder units, the decode_units can reverse encode_units directly. - `model.n_clusters` is the number of patterns after clustering. - `my_cluster_model` is the trained cluster model. -- `run_pretrain` is used to determine if autoencoder pretrain needs to be run, default true. -- `model.existed_pretrain_model` is used to specify an existing pretrain_model -- `output_table` is the cluster result for input_table, which is adding the `group_id` column predicted by the cluster model to the input_table. +- `run_pretrain` is used to determine if autoencoder pre_train needs to be run, default true. +- `existed_pretrain_model` is used to specify an existing pretrain_model +- `output_table` is the cluster result for input_table, which is adding the `group_id` column predicted by the cluster model to the input_table. The `group_id` is the category label predicted by the cluster model. -## clusterModel Details - - -The below figure demonstrates overall workflow for clusterModel train. This figure includes two parts, the pretrian autoencode model and the cluster model are included. -1. First, the former is used to train a pretrain model. The `model.encode_units` describes the layer structure of the encoder of the autoencoder network. We only use the output of the trained encode layer (10000*7) as the input to the clustering model. -2. Then, the clustering model starts training, randomly initializes weights and multiple iterations, generates clustering models. -3. Finally, the overall train process ultimately outputs an unsupervised clustering model. +### Code Details - -## Implement Details - sqlflow_models/clusterModel.py ```python class clusterModel(tf.keras.Model): - - def pre_train(dataset): - ... - self.autoencoder.fit(dataset) - pretrainmodel.save(‘/tmp/pretrain.h5’) - - def target_distribution(): - ... - - def cluster_train_loop(): - for ite in range(int(maxiter)): - if ite % update_interval == 0: - q = model.predict(x, verbose=0) - p = target_distribution(q) # update the auxiliary target distribution p - y_pred = q.argmax(1) - idx = index_array[index * batch_size: min((index+1) * batch_size, x.shape[0])] - loss = model.train_on_batch(x=x[idx], y=p[idx]) - index = index + 1 if (index + 1) * batch_size <= x.shape[0] else 0 + def pre_train(dataset): + ... + self.autoencoder.fit(dataset) + pretrainmodel.save("/tmp/ae_pretrain.h5") + def target_distribution(): + ... + def cluster_train_loop(): + for ite in range(int(maxiter)): + if ite % update_interval == 0: + q = model.predict(x, verbose=0) + p = target_distribution(q) # update the auxiliary target distribution p + y_pred = q.argmax(1) + idx = index_array[index * batch_size: min((index+1) * batch_size, x.shape[0])] + loss = model.train_on_batch(x=x[idx], y=p[idx]) + index = index + 1 if (index + 1) * batch_size <= x.shape[0] else 0 ``` - template_tf.go ```python -if 'pre_train' is in classifier: - classifier.pre_train(InputDataSet) -if 'cluster_train_loop' is in classifier: - classifier.cluster_train_loop(InputDataSet) - +if hasattr(classifier, 'pre_train'): + classifier.pre_train(...) +if hasattr(classifier, 'cluster_train_loop'): + classifier.cluster_train_loop(...) ``` ## Note -- The user can choose whether to run pre_train before the cluster model, ie run_pretrain=true. The user can also choose to load the already trained model by loading the existed_pretrain_model. +The user can choose whether to run pre_train before the cluster model, ie run_pretrain=true. And the user can also choose to load the already trained model by loading the existed_pretrain_model. + Therefore, there are four cases in total: -1. run_pretrain = true & Using model.existed_pretrain_model = None: -Autoencoder Pretrain + Random initialization weights for cluster. (Note that model.encode_units `is work` at this time.) -2. run_pretrain = true & Using model.existed_pretrain_model = existed_pretrain_model: -existed_pretrain_model Pretrain+ Random initialization weights for cluster. (Note that model.encode_units `is not work` at this time.) -3. run_pretrain = false & Using model.existed_pretrain_model = None: -Random initialization weights for cluster. (Note that model.encode_units `is not work` at this time.) -4. run_pretrain = false & Using model.existed_pretrain_model = existed_pretrain_model: -existed_pretrain_model Pretrain+ Random initialization weights for cluster. (Note that model.encode_units `is not work` at this time.) + +1. model.run_pretrain = true & User do not use `USING` keyword in this situation. + + Autoencoder Pre_train + Random initialization weights for cluster. (Note that model.encode_units "does work" at this time.) + +2. model.run_pretrain = true & Using existed_pretrain_model: + + existed_pretrain_model Pre_train + Random initialization weights for cluster. (Note that model.encode_units "does not work" at this time.) + +3. model.run_pretrain = false & User do not use `USING` keyword in this situation: + + Random initialization weights for cluster. (Note that model.encode_units "does not work" at this time.) + +4. model.run_pretrain = false & Using existed_pretrain_model: + + existed_pretrain_model Pre_train + Random initialization weights for cluster. (Note that model.encode_units "does not work" at this time.) - Users can use the trained cluster model in ` PREDICT SQL` to predict the group of input_table to get output_table. + - Finally, the user can perform a combined aggregation operation on the output_table based on the SQL statement to obtain a result_table, which can be saved to the local dataframe and then analyzed according to his own needs. -sometimes, analysts will compare the mean of each feature to analyze the behavioral characteristics and differences of each group of users, maybe by ploting the result_table. + +Sometimes, analysts will compare the mean of each feature in each group of users, this helps them to understand the difference of behavioral characteristics in each group. ```mysql %%sqlflow select - group_id - , avg(m1) as avgm1 - , avg(m2) as avgm2 - , avg(m3) as avgm3 - , avg(m4) as avgm4 - , avg(m5) as avgm5 - , avg(m6) as avgm6 - , avg(m7) as avgm7 - , avg(m8) as avgm8 - , avg(m9) as avgm9 - , avg(m10) as avgm10 + group_id + , avg(m1) as avgm1 + , avg(m2) as avgm2 + , avg(m3) as avgm3 + , avg(m4) as avgm4 + , avg(m5) as avgm5 + , avg(m6) as avgm6 + , avg(m7) as avgm7 + , avg(m8) as avgm8 + , avg(m9) as avgm9 + , avg(m10) as avgm10 from output_table group by group_id ``` From 0b4302cc224b6b54afa919d081b35855edb2eca0 Mon Sep 17 00:00:00 2001 From: zhuwenjing <2663966198@qq.com> Date: Mon, 2 Sep 2019 17:00:43 +0800 Subject: [PATCH 8/8] modify cluster_model_train_overview.png --- doc/figures/cluster_model_train_overview.png | Bin 197408 -> 197408 bytes 1 file changed, 0 insertions(+), 0 deletions(-) diff --git a/doc/figures/cluster_model_train_overview.png b/doc/figures/cluster_model_train_overview.png index 56994b9cf9b5956be7099f440417da99e56f52d1..74acbee0bbda0f46710bc9334cbdc737afbda28b 100644 GIT binary patch delta 139435 zcmZU)by!qg)INMD2@w=gK){huN>UJz7)nB7BnA+~LBRk8M3ja@NQktel7rG9rKAW$ zgLH#*_s}&={SH3w`(EF5egDDCoPGAb*S*(Td+mFr1~aAxGe)~JQ30t`05t#r6aYZ= 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