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+ESHybrid
+===
+
+In order to run the component you need python 3.7.+ or you can selectively build and run the 
+included Dockerfile.
+
+Running using source 
+-
+
+*Setting up requirments*
+
+In order to run the component from source you will need to link/copy several Morphemic 
+components available in the source code, such as the messaging component.
+
+```shell
+$ cd morphemic-preprocessor/morphemic-forecasting-eshybrid
+$ ln -s ../amq-message-python-library messaging
+```
+
+```shell
+$ cd morphemic-preprocessor/morphemic-forecasting-eshybrid
+$ cp -R ../amq-message-python-library messaging
+```
+
+One you have done this your directory structure should look like this
+
+```shell
+$ cd morphemic-preprocessor/morphemic-forecasting-eshybrid
+$ ls
+- ESRNN
+- forecasting
+- morphemic
+- messaging -> ../amq-message-python-library
+- main.py
+- __init__.py
+- requirements.txt
+- Dockerfile
+- docker-entrypoint.sh
+- sync.cfg
+- README.md
+```
+
+*Setting up Virtualenv and Requirements*
+
+We recommend that you set up a virtual environment using the Python venv module
+
+```shell
+$ cd morphemic-preprocessor/morphemic-forecasting-eshybrid
+$ mkdir local
+$ python3 -m venv local/virtualenv
+$ source local/virtualenv/bin/activate
+$ pip install -U pip
+$ pip install -r requirements.txt 
+```
+
+*Configuring component*
+
+At the root of the project there is a sync.cfg file in which
+you can set up the connection properties for the EMS as well as those
+of the persistence component
+
+```shell
+$ cd morphemic-preprocessor/morphemic-forecasting-eshybrid
+$ cat sync.cfg
+
+    [persistence]
+    application=default_application
+    host=localhost
+    port=8086
+    username=morphemic
+    password=password
+    dbname=morphemic
+    path_dataset=/tmp/out/dataset-maker
+    
+    [messaging]
+    host=147.102.17.76
+    port=61610
+    username=aaa
+    password=111
+    
+    [listener]
+    id=eshybrid
+```
+
+* Running the component *
+
+Once everything is set up you can run the eshybrid forecaster using 
+the following command
+
+```shell
+$ cd morphemic-preprocessor/morphemic-forecasting-eshybrid
+$ source local/virtualenv/bin/activate
+$ python3 main.py --config sync.cfg
+```
+
+
+
+Running using docker
+-
+
+In order to run the component using docker, you will need to buid the 
+docker image first
+
+```shell
+
+$ cd morphemic-preprocessor/morphemic-forecasting-eshybrid
+$ docker build -t name imuresearch/eshybrid
+$ docker run --rm -v `PWD`/sync.cfg:/app/sync.cfg -v `PWD`/local/out.log:/logs/eshybrid.logs imuresearch/eshybrid 
+```
+
+