def _generate_csharp_code(self, dest, model_name):
# Register the template
exec_dotnet(['new', '-i', self.custom_template_dirpath])
# Create the new project using the specified template
exec_dotnet([
'new', '{}model'.format(self.template), '-n', model_name, '-o',
dest, '--force'
])
# Restore project
exec_nuget([
'restore',
os.path.join(dest, '{}.sln'.format(model_name)), '-ConfigFile',
os.path.join(dest, 'nuget.config')
])
# Copy azure-pipelines folder
pipeline_dirname = '.azure-pipelines'
src = os.path.join(self.base_template_dirpath, pipeline_dirname)
copytree(src,
os.path.join(dest, pipeline_dirname),
ignore=ignore_patterns('tpl_*'))
# Generate template
rootdir = self._git_rel_path(dest) or model_name
self._generate_templated_files(dest, model_name, rootdir)
def package(self, platform, skip_archive):
os.makedirs(self.package_dir_path, exist_ok=True)
os.makedirs(self.inference_dir_path, exist_ok=True)
template_path = os.path.join(TEMPLATE_PLATFORM_DIR_PATH, platform,
CSHARP_LANG)
# Register DLIS template
exec_dotnet(['new', '-i', template_path])
# Create inference project in temp dir
exec_dotnet([
'new', platform, '-n', self.model_name, '-o',
self.inference_dir_path, '--force'
])
self._package_dlis()
print('Packaged the model with {} template.'.format(platform))
def _package_dlis(self):
proj_data_dir = os.path.join(self.proj_dir_path, 'data')
inference_nuget_config_path = os.path.join(self.inference_dir_path,
'nuget.config')
build_dir_path = os.path.join(self.inference_proj_dir_path, 'bin',
'x64', self.build_mode, 'publish')
# Publish dependency runtime
exec_nuget([
'restore', self.inference_sln_path, '-ConfigFile',
inference_nuget_config_path
])
exec_dotnet([
'publish', self.inference_sln_path, '--configfile',
inference_nuget_config_path, '-c', self.build_mode, '--force',
'-o', build_dir_path
])
# Copy runtime and static files
copy_tree(proj_data_dir, os.path.join(self.package_dir_path, 'data'))
self._copy_dlls(self.proj_bin_path, self.package_dir_path)
self._copy_files(build_dir_path, self.package_dir_path)
def test(self):
self._build_project(self.sln_path)
exec_dotnet(['test', '--', 'MSTest.DeploymentEnabled=false'])
def _build_project(self, sln_path):
exec_dotnet(['build', sln_path, '-c', self.build_mode, '--force'])