def _check_conda():
conda_path = _get_conda_bin_executable("conda")
try:
run(conda_path, "--help", stream_output=False)
except Exception as exc_info:
raise Exception(
"Could not find Conda executable at {0}. "
"Ensure Conda is installed as per the instructions "
"at https://docs.conda.io/projects/conda/en/latest/user-guide/install/"
) from exc_info
def execute(self,
command: str,
cwd: str = None,
stream_output: bool = True):
if self.use_current_env:
_logger.info(
'use_current_env flag = True. Start to execute command without changing environment'
)
exit_code, output, err_ = run('bash',
'-c',
command,
cwd=cwd,
stream_output=stream_output)
else:
_logger.info(
f'use_current_env flag = False. Start to execute command in {self.exec_env}'
)
exit_code, output, err_ = self.exec_env.execute(
command, cwd=cwd, stream_output=stream_output)
_logger.info(
'Subprocess result: %s\n\nSTDOUT:\n%s\n\nSTDERR:%s\n ======' %
(exit_code, output, err_))
return output
def create_env(self):
env_id = self._name
conda_exec = _get_conda_bin_executable('conda')
if self.env_created():
_logger.info(
f'Conda env with name {env_id!r} already exists. Creating step is skipped'
)
else:
_logger.info(f'Creating conda env with name {env_id!r}')
run(conda_exec,
'create',
'--yes',
'--name',
env_id,
stream_output=False)
def install_dependencies(self):
env_id = self._name
conda_exec = _get_conda_bin_executable('conda')
# Install requirements from dep. list
conda_dep_list = os.path.join(self._manifest_path,
self.binaries.conda_path)
_logger.info(
f'Installing mandatory requirements from {conda_dep_list} to {env_id!r}'
)
run(conda_exec,
'env',
'update',
f'--name={env_id}',
f'--file={conda_dep_list}',
stream_output=False)
def execute(self,
command: str,
cwd: str = None,
stream_output: bool = True):
activate_cmd = _get_activate_conda_command(self._name)
_logger.info(f'cwd: {cwd}')
return run('bash',
'-c',
f'{activate_cmd} && {command}',
cwd=cwd,
stream_output=False)
def env_created(self):
conda_exec = _get_conda_bin_executable('conda')
_1, stdout, _2 = run(conda_exec,
'env',
'list',
'--json',
stream_output=False)
env_names = [
os.path.basename(env) for env in json.loads(stdout)['envs']
]
return self._name in env_names