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YANG Development Kit (Generator)

Table of Contents

Overview

YDK is a developer tool that allows generate YANG model API's in multiple languages and provides services to apply generated API over multiple communication protocols. Currently supported languages are: Python, Go and C++. Currently implemented protocols are: Netconf, Restconf, OpenDaylight and gNMI. YDK provides CRUD and protocol specific service over above protocols. YDK also provides Codec services to translate API models to/from XML and JSON encoded strings.

Other tools and libraries are used to deliver YDK functionality:

  • YANG model analysis and code generation is implemented using APIs from the pyang library
  • Documentation is generated using Sphinx
  • Runtime YANG model analysis is done using libyang
  • C++ to python bindings are created using pybind11
  • C++ uses catch and spdlog for tests and logging respectively

The output of ydk-gen is either a core package, that defines main services and providers, or add-on service package like gNMI Service, or a module bundle, consisting of programming language APIs derived from YANG models. Each module bundle is generated using a bundle profile and the ydk-gen tool. Developers can either use pre-packaged generated bundles (e.g. ydk-py), or define their own bundle, consisting of a set of YANG models, using a bundle profile (e.g. ietf_0_1_1.json). This gives the developer an ability to customize scope of their bundle based on their requirements.

Backward compatibility

The YDK-0.8.5 core is backward compatible with all previously generated model bundles starting from release of YDK-0.7.3. However the YDK-0.8.5 generates different code and model API comparing to YDK-0.8.4. The YDK-0.8.5 generated code is not compatible with YDK-0.7.2 and earlier bundle packages due to changes in modeling and handling YList objects.

Docker

A docker image is automatically built with the latest ydk-gen commit. This docker can be used to run ydk-gen without installing anything natively on your machine.

To use the docker image, install docker on your system and run the below command. See the docker documentation for more details.

docker run -it ydkdev/ydk-gen

System requirements

Please follow the below instructions to install the system requirements before installing YDK-Py/YDK-Cpp/YDK-Go.

Please note. If you are using the latest ydk-gen master branch code, you may not be able to use prebuilt libraries and packages. In this case you need to build all the components from source after installing the below requirements:

Linux

Ubuntu (Debian-based)

Install OS dependency packages

sudo apt-get install gdebi-core python3-dev libtool-bin
sudo apt-get install libcurl4-openssl-dev libpcre3-dev libssh-dev libxml2-dev libxslt1-dev cmake

# Upgrade compiler to gcc 5.*
sudo apt-get install gcc-5 g++-5 -y > /dev/null
sudo ln -sf /usr/bin/g++-5 /usr/bin/g++
sudo ln -sf /usr/bin/gcc-5 /usr/bin/gcc

Install libydk library

You can install the latest libydk core library using prebuilt binaries for Xenial and Bionic distributions. The C++ code was compiled with default gcc compiler version for these distributions. For other Ubuntu distributions and/or gcc compiler versions it is recommended to build libydk library from source.

Xenial (Ubuntu 16.04.4, gcc-5.5.0):
wget https://devhub.cisco.com/artifactory/debian-ydk/0.8.5/xenial/libydk-0.8.5-1.amd64.deb
sudo gdebi libydk-0.8.5-1.amd64.deb
Bionic (Ubuntu 18.04.1, gcc-7.4.0):
wget https://devhub.cisco.com/artifactory/debian-ydk/0.8.5/bionic/libydk-0.8.5-1.amd64.deb
sudo gdebi libydk-0.8.5-1.amd64.deb

CentOS-7 (Fedora-based)

Install OS dependency packages

sudo yum install epel-release
sudo yum install libssh-devel gcc-c++ python3-devel

if your gcc compiler version is below 4.8.1, install gcc-5 and g++-5

sudo yum install centos-release-scl -y > /dev/null
sudo yum install devtoolset-4-gcc* -y > /dev/null
sudo ln -sf /opt/rh/devtoolset-4/root/usr/bin/gcc /usr/bin/gcc
sudo ln -sf /opt/rh/devtoolset-4/root/usr/bin/g++ /usr/bin/g++

Install libydk library

The C++ code was compiled with default gcc compiler version, which is 4.8.5. For other gcc compiler versions it is recommended to build libydk library from source.

sudo yum install https://devhub.cisco.com/artifactory/rpm-ydk/0.8.5/libydk-0.8.5-1.x86_64.rpm

Mac OSX

It is recommended to install homebrew and Xcode command line tools on your system before installing YDK software.

Install OS dependency packages

xcode-select --install
/usr/bin/ruby -e "$(curl -fsSL https://raw.githubusercontent.com/Homebrew/install/master/install)"
brew install pkg-config libssh xml2 curl pcre cmake libxml2 doxygen libgcrypt
brew install python pybind11

Install libydk package

The prebuilt libydk package was compiled in MacOS-10.11.6 with clang-8.0.0 compiler. For other C++ compilers it is recommended to build libydk from source.

curl -O https://devhub.cisco.com/artifactory/osx-ydk/0.8.5/libydk-0.8.5-Darwin.pkg
sudo installer -pkg libydk-0.8.5-Darwin.pkg -target /

Libssh installation

Please note that libssh-0.8.0 does not support <http://api.libssh.org/master/libssh_tutor_threads.html>_ separate threading library, which is required by YDK. Therefore, if after installation of libssh package you find that the libssh_threads.a library is missing, please downgrade the installation of libssh to version 0.7.6, or upgrade to 0.8.1 or higher.

Note for MacOS Before installing libssh make sure the environment for openssl is setup:

brew reinstall openssl
export OPENSSL_ROOT_DIR=/usr/local/opt/openssl

Download libssh-0.7.6 source code, compile it and install:

wget https://git.libssh.org/projects/libssh.git/snapshot/libssh-0.7.6.tar.gz
tar zxf libssh-0.7.6.tar.gz && rm -f libssh-0.7.6.tar.gz
mkdir libssh-0.7.6/build && cd libssh-0.7.6/build
cmake ..
sudo make install

Windows

From release 0.6.0 the YDK is not supported on Windows.

gNMI Requirements

In order to enable YDK support for gNMI protocol, which is optional, the following third party software must be installed prior to gNMI YDK component installation.

Install protobuf and protoc

wget https://github.com/google/protobuf/releases/download/v3.5.0/protobuf-cpp-3.5.0.zip
unzip protobuf-cpp-3.5.0.zip
cd protobuf-3.5.0
./configure
make
sudo make install
sudo ldconfig

Install gRPC

git clone -b v1.9.1 https://github.com/grpc/grpc
cd grpc
git submodule update --init
make
sudo make install
sudo ldconfig
cd -

Install YDK gNMI library

Ubuntu

Xenial (Ubuntu 16.04.4, gcc-5.5.0):
wget https://devhub.cisco.com/artifactory/debian-ydk/0.8.5/xenial/libydk_gnmi-0.4.0-5.amd64.deb
sudo gdebi libydk_gnmi-0.4.0-5.amd64.deb
Bionic (Ubuntu 18.04.1, gcc-7.4.0))
wget https://devhub.cisco.com/artifactory/debian-ydk/0.8.5/bionic/libydk_gnmi-0.4.0-5.amd64.deb
sudo gdebi libydk_gnmi-0.4.0-5.amd64.deb

CentOS

The libydk_gnmi package was compiled with gcc-4.8.5.

sudo yum install https://devhub.cisco.com/artifactory/rpm-ydk/0.8.5/libydk_gnmi-0.4.0-5.x86_64.rpm

MacOS:

The prebuilt libydk_gnmi package was compiled in MacOS-10.11.6 with clang-8.0.0 compiler. For other C++ compilers it is recommended to build libydk library from source

curl -O https://devhub.cisco.com/artifactory/osx-ydk/0.8.5/libydk_gnmi-0.4.0-5.Darwin.pkg
sudo installer -pkg libydk_gnmi-0.4.0-5.Darwin.pkg -target /

Runtime environment

There is an open issue with gRPC on Centos/Fedora, which requires an extra step before running any YDK gNMI application. See this issue on GRPC GitHub for details. As a workaround, the YDK based application runtime environment must include setting of LD_LIBRARY_PATH variable:

PROTO="/Your-Protobuf-and-Grpc-installation-directory"
export LD_LIBRARY_PATH=$LD_LIBRARY_PATH:$PROTO/grpc/libs/opt:$PROTO/protobuf-3.5.0/src/.libs:/usr/local/lib64

Build from source

Install dependencies OS dependencies then generate and install YDK C++ libraries; you might need sudo access to install the libraries in default locations, which are /usr/local/lib and /usr/local/include.

# Clone ydk-gen from GitHub
git clone https://github.com/CiscoDevNet/ydk-gen.git -b 0.8.5
cd ydk-gen
pip install -r requirements.txt

# Generate and install libydk library
./generate -is --cpp --core

# Generate and install libydk_gnmi library (optional)
./generate -is --cpp --service profiles/services/gnmi-0.4.0.json

YDK Python Installation

Setting up Python virtual environment

We recommend that you run ydk-gen under Python virtual environment.

Create Python virtual environment

To install Python virtual environment in your system, execute:

Linux OS

Python 3.5 and up
python3 -m venv /your/virtualenv/directory
Python 3.4 and below
pip install virtualenv
virtualenv -p python2.7 /your/virtualenv/directory

MacOS

pip3 install virtualenv
virtualenv -p python3 /your/virtualenv/directory

Activate just created virtual environment

source /your/virtualenv/directory/bin/activate

Exit virtual environment

deactivate

Clone ydk-gen and install the requirements

git clone https://github.com/CiscoDevNet/ydk-gen.git
cd ydk-gen
pip install -r requirements.txt

Generate YDK components

All the YDK components/packages can be generated by using Python script generate.py.

./generate.py --help
usage: generate.py [-h] [-l] [--core] [--service SERVICE] [--bundle BUNDLE]
                   [--adhoc-bundle-name ADHOC_BUNDLE_NAME]
                   [--adhoc-bundle ADHOC_BUNDLE [ADHOC_BUNDLE ...]]
                   [--generate-meta] [--generate-doc] [--generate-tests]
                   [--output-directory OUTPUT_DIRECTORY] [--cached-output-dir]
                   [-p] [-c] [-g] [-v] [-o]

Generate YDK artifacts:

optional arguments:
  -h, --help            show this help message and exit
  -l, --libydk          Generate libydk core package
  --core                Generate and/or install core library
  --service SERVICE     Location of service profile JSON file
  --bundle BUNDLE       Location of bundle profile JSON file
  --adhoc-bundle-name ADHOC_BUNDLE_NAME
                        Name of the adhoc bundle
  --adhoc-bundle ADHOC_BUNDLE [ADHOC_BUNDLE ...]
                        Generate an SDK from a specified list of files
  --generate-meta       Generate meta-data for Python bundle
  --generate-doc        Generate documentation
  --generate-tests      Generate tests
  --output-directory OUTPUT_DIRECTORY
                        The output directory where the sdk will get created.
  --cached-output-dir   The output directory specified with --output-directory
                        includes a cache of previously generated gen-
                        api/<language> files under a directory called 'cache'.
                        To be used to generate docs for --core
  -p, --python          Generate Python SDK
  -c, --cpp             Generate C++ SDK
  -g, --go              Generate Go SDK
  -v, --verbose         Verbose mode
  -o, --one-class-per-module
                        Generate separate modules for each python class
                        corresponding to yang containers or lists.

The below steps specify how to use generate.py to generate YDK core, model bundle, and service packages. All these packages are available for Python, Go and C++ in corresponding github repositories: ydk-py, ydk-go and ydk-cpp.

The script create_ydk_sdk_for_github.sh can be used to generate the ydk-py, ydk-cpp and ydk-go repositories after having generated all the bundles and core packages using generate.py.

Generate and install the core

Some model bundles have bin packaged and published in Pypi repository. These bundles can be installed with pip utility. For example, when executing pip install ydk-models-cisco-ios-xr, you will install the latest released in PyPi IOS XR device package.

Note: There usually would have been changes on the master branch since the last released version. To install the latest code at your own risk, you need to follow the below steps in the exact order.

First generate and install libydk

./generate.py --libydk
cd gen-api/cpp/ydk/build
make
[sudo] make install

To create the libydk binary package to use for later installation, run the below command

[sudo] make package

For Python:

./generate.py --python --core
pip install gen-api/python/ydk/dist/ydk*.tar.gz

For Go:

export $GOPATH=/your-go-path-installation-directory
./generate.py --go --core

Build model bundle profile

The first step in using ydk-gen is either using one of the already built bundle profiles or constructing your own bundle profile, consisting of the YANG models you are interested to include into the bundle:

Construct a bundle profile file, such as ietf_0_1_1.json and specify its dependencies.

A sample bundle profile file is described below. The file is in a JSON format. Specify the "name" of your bundle, the "version" of the bundle and the "core_version", which refers to the version of the ydk core package you want to use with this bundle. The "name" of the bundle here is especially important as this will form part of the installation path of the bundle.

{
    "name":"cisco-ios-xr",
    "version": "6.5.3",
    "core_version": "0.8.5",
    "Author": "Cisco",
    "Copyright": "Cisco",
    "Description": "Cisco IOS-XR Native Models From Git",

The "models" section of the profile describes sources of YANG models. It could contain combination of elements:

  • "dir" - list of relative directory paths containing YANG files
  • "file" - list of relative YANG file paths
  • "git" - git repository, where YANG files are located

The sample below shows the use of git sources only. Other examples can be found in profiles directory README.md.

Each "git" source must specify "url" - git repository URL, and "commits" list. The specified URL must allow the repository to be cloned without user intervention. Each element in "commits" list can specify:

  • "commitid" - optional specification of a commit ID in string format. If not specified the HEAD revision is assumed. The further specified directories and files will be copied from the context of this commit.
  • "dir" - optional list of relative directory paths within the git repository. All *.yang files in specified directory and any sub-directories will be pulled into the generated bundle.
  • "file" - optional list of relative *.yang file paths within the git repository.

Only directory examples are shown in this example.

    "models": {
        "git": [
            {
                "url": "https://github.com/YangModels/yang.git",
                "commits": [
                  {
                    "dir": [
                        "vendor/cisco/xr/653"
                    ]
                  }
                ]
            },
            {
                "url": "https://github.com/YangModels/yang.git",
                "commits": [
                  {
                    "commitid": "f6b4e2d59d4eedf31ae8b2fa3119468e4c38259c",
                    "dir": [
                        "experimental/openconfig/bgp",
                        "experimental/openconfig/policy"
                    ]
                  }
                ]
            }
        ]
    },

Generate and install model bundle

Generate model bundle using a bundle profile and install it.

For Python:

./generate.py --python --bundle profiles/bundles/<name-of-profile>.json
[sudo] pip install gen-api/python/<name-of-bundle>-bundle/dist/ydk*.tar.gz

or using installation options:

./generate.py --bundle profiles/bundles/<name-of-profile>.json -i [-s]

Now, the pip list | grep ydk should show the ydk (referring to the core package) and ydk-<name-of-bundle> packages installed:

pip list | grep ydk
...

ydk (0.8.5)
ydk-models-<name-of-bundle> (0.5.1)
...

For Go:

export $GOPATH=/your-go-path-installation-directory
./generate.py --go --bundle profiles/bundles/<name-of-profile>.json -i

For C++:

./generate.py --cpp --bundle profiles/bundles/<name-of-profile>.json
cd gen-api/cpp/<name-of-bundle>-bundle/build
make
[sudo] make install

or using installation options:

./generate.py --cpp --bundle profiles/bundles/<name-of-profile>.json -i [-s]

Writing your first app

Now, you can start creating apps based on the models in your bundle. Assuming you generated a python bundle, the models will be available for importing in your app under ydk.models.<name-of-your-bundle>. For examples, see ydk-py-samples and C++ samples. Also refer to the documentation for python, Go and for C++.

Documentation

When generating the YDK documentation for several bundles and the core, it is recommended to generate the bundles without the --generate-doc option. After generating all the bundles, the combined documentation for all the bundles and the core can be generated using the --core --generate-doc option. For example, the below sequence of commands will generate the documentation for the three python bundles and the python core (for C++, use --cpp; for Go, use --go).

Note that the below process could take few hours due to the size of the cisco_ios_xr bundle.

./generate.py --python --bundle profiles/bundles/ietf_0_1_1.json
./generate.py --python --bundle profiles/bundles/openconfig_0_1_1.json
./generate.py --python --bundle profiles/bundles/cisco_ios_xr_6_1_1.json
./generate.py --python --core --generate-doc

If you have previously generated documentation, using the --cached-output-dir --output-directory <dir> option can be used to reduce document generation time. Taking Python as an example:

mkdir gen-api/cache
mv gen-api/python gen-api/cache

./generate.py --python --bundle profiles/bundles/ietf_0_1_5.json
./generate.py --python --bundle profiles/bundles/openconfig_0_1_5.json
./generate.py --python --bundle profiles/bundles/cisco_ios_xr_6_3_2.json
./generate.py --python --core --generate-doc --output-directory gen-api --cached-output-dir -v

Pre-generated documentation for ydk-py and ydk-cpp are available.

Generating an "Adhoc" YDK-Py Bundle

The ability to generate an adhoc bundle directly from the command line and without creating a bundle file can be done something like this:

./generate.py --adhoc-bundle-name test --adhoc-bundle \
    /opt/git-repos/clean-yang/vendor/cisco/xr/621/Cisco-IOS-XR-ipv4-bgp-oper*.yang \
    /opt/git-repos/clean-yang/vendor/cisco/xr/621/Cisco-IOS-XR-types.yang
    /opt/git-repos/clean-yang/vendor/cisco/xr/621/Cisco-IOS-XR-ipv4-bgp-datatypes.yang

When run in this way, we will generate a bundle that only contains the files specified with the --adhoc-bundle option, creating a pip package name by the --adhoc-bundle-name, with a version 0.1.0 and a dependency on the base IETF bundle. Note that all dependencies for the bundle must be listed, and the expectation is that this option will typically be used for generating point YDK-Py bundles for specific testing, the --verbose option is automatically enabled to quickly and easily let a user see if dependencies have been satisfied.

Notes

Python Requirements

YDK supports both Python2 and Python3 versions. At least Python2.7 or Python3.4 along with corresponding utilities pip and pip3 must be installed on your system.

It is also required for Python installation to include corresponding shared library. As example:

  • python2.7 - /usr/lib/x86_64-linux-gnu/libpython2.7.so
  • python3.5m - /usr/lib/x86_64-linux-gnu/libpython3.5m.so

Please follow System requirements to assure presence of shared Python libraries.

In some OS configurations during YDK package installation the cmake fails to find C/C++ headers for installed YDK libraries. In this case the header location must be specified explicitly:

export C_INCLUDE_PATH=/usr/local/include
export CPLUS_INCLUDE_PATH=/usr/local/include

Mac OS

The developers of Python2 on Mac OS might face an issue (#837). This is well known and documented issue. Each developer might have different approaches for its resolution. One of them is to use Python2 virtual environment. See Setting up Python virtual environment for details.

Directory structure

README          - install and usage notes
gen-api         - generated bundle/core
                    - python (Python SDK)
                    - go (Go SDK)
                    - cpp (C++ SDK)

generate.py     - script used to generate SDK for yang models
profiles        - profile files used during generation
yang            - some yang models used for testing
requirements.txt- python dependencies used during installation
sdk             - sdk core and stubs for python and cpp
test            - test code

Troubleshooting

Sometimes, developers using ydk-gen may run across errors when generating a YDK bundle using generate.py with some yang models. If there are issues with the .json profile file being used, such errors will be easily evident. Other times, when the problem is not so evident, it is recommended to try running with the [--verbose|-v] flag, which may reveal syntax problems with the yang models being used. For example,

./generate.py --python --bundle profiles/bundles/ietf_0_1_1.json --verbose

Also, it may be a good idea to obtain a local copy of the yang models and compile them using pyang to ensure the validity of the models,

cd /path/to/yang/models
pyang *.yang

Running Unit Tests

Python

Install the core and bundle packages

After creating and activating virtual environment install Python dependencies:

cd ydk-gen
pip install -r requirements.txt

Then install core and bundle packages:

cd ydk-gen
./generate.py -i --core
./generate.py -i --bundle profiles/test/ydktest-cpp.json
./generate.py -i --bundle profiles/test/ydktest-oc-nis.json

Start confd

source /confd/installation/directory/confdrc
cd ydk-gen/sdk/cpp/core/tests/confd/ydktest
make all
make start

Run unit tests

cd ydk-gen/sdk/python
python test/test_sanity_types.py
python test/test_sanity_levels.py
python test/test_sanity_filters.py

C++

Install the core and bundle packages

cd ydk-gen
./generate.py -is --core --cpp
./generate.py -is --bundle profiles/test/ydktest-cpp.json --cpp
./generate.py -is --bundle profiles/test/ydktest-oc-nis.json --cpp

Run the core tests

cd ydkgen/gen-api/cpp/ydk/build
./test/ydk_core_test

Start confd

source /confd/installation/directory/confdrc
cd ydk-gen/sdk/cpp/core/tests/confd/ydktest
make all
make start

Build and run bundle tests

cd ydk-gen/sdk/cpp/tests
mkdir build && cd build
cmake .. && make
./ydk_bundle_test

Go

Please refer here.

Support

Join the YDK community to connect with other users and with the makers of YDK.

Release Notes

The current YDK release version is 0.8.5. The version of the latest YDK-Gen master branch is 0.8.5. YDK-Gen is licensed under the Apache 2.0 License.

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