def reload_kedro(path, line=None):
"""Line magic which reloads all Kedro default variables."""
global startup_error
global context
global catalog
global session
try:
import kedro.config.default_logger
from kedro.framework.hooks import get_hook_manager
from kedro.framework.project import configure_project
from kedro.framework.session import KedroSession
from kedro.framework.session.session import _activate_session
from kedro.framework.cli.jupyter import collect_line_magic
except ImportError:
logging.error(
"Kedro appears not to be installed in your current environment "
"or your current IPython session was not started in a valid Kedro project."
)
raise
try:
path = path or project_path
# clear hook manager
hook_manager = get_hook_manager()
name_plugin_pairs = hook_manager.list_name_plugin()
for name, plugin in name_plugin_pairs:
hook_manager.unregister(name=name, plugin=plugin)
# remove cached user modules
metadata = _get_project_metadata(path)
to_remove = [
mod for mod in sys.modules if mod.startswith(metadata.package_name)
]
# `del` is used instead of `reload()` because: If the new version of a module does not
# define a name that was defined by the old version, the old definition remains.
for module in to_remove:
del sys.modules[module]
configure_project(metadata.package_name)
session = KedroSession.create(metadata.package_name, path)
_activate_session(session, force=True)
logging.debug("Loading the context from %s", str(path))
context = session.load_context()
catalog = context.catalog
logging.info("** Kedro project %s", str(metadata.project_name))
logging.info("Defined global variable `context` and `catalog`")
for line_magic in collect_line_magic():
register_line_magic(needs_local_scope(line_magic))
logging.info("Registered line magic `%s`", line_magic.__name__)
except Exception as err:
startup_error = err
logging.exception("Kedro's ipython session startup script failed:\n%s",
str(err))
raise err
def get_session():
"Get kedro session"
cur_path = os.getcwd()
os.chdir(Path(__file__).parents[2])
configure_project("kedro_171_package")
session = KedroSession.create(Path(__file__).resolve().parent.name)
_activate_session(session, force=True)
os.chdir(cur_path)
return session
def reload_kedro(path, env: str = None, extra_params: Dict[str, Any] = None):
"""Line magic which reloads all Kedro default variables."""
import kedro.config.default_logger # noqa: F401 # pylint: disable=unused-import
from kedro.framework.cli import load_entry_points
from kedro.framework.project import pipelines
from kedro.framework.session import KedroSession
from kedro.framework.session.session import _activate_session
from kedro.framework.startup import bootstrap_project
_clear_hook_manager()
path = path or project_path
metadata = bootstrap_project(path)
_remove_cached_modules(metadata.package_name)
session = KedroSession.create(metadata.package_name,
path,
env=env,
extra_params=extra_params)
_activate_session(session, force=True)
logging.debug("Loading the context from %s", str(path))
context = session.load_context()
catalog = context.catalog
get_ipython().push(
variables={
"context": context,
"catalog": catalog,
"session": session,
"pipelines": pipelines,
})
logging.info("** Kedro project %s", str(metadata.project_name))
logging.info(
"Defined global variable `context`, `session`, `catalog` and `pipelines`"
)
for line_magic in load_entry_points("line_magic"):
register_line_magic(needs_local_scope(line_magic))
logging.info("Registered line magic `%s`",
line_magic.__name__) # type: ignore
def load_kedro_objects(path, line=None): # pylint: disable=unused-argument
"""Line magic which reloads all Kedro default variables."""
import kedro.config.default_logger # noqa: F401 # pylint: disable=unused-import
from kedro.framework.cli import load_entry_points
from kedro.framework.cli.utils import _add_src_to_path
from kedro.framework.project import configure_project
from kedro.framework.session import KedroSession
from kedro.framework.session.session import _activate_session
from kedro.framework.startup import _get_project_metadata
global context
global catalog
global session
path = path or project_path
metadata = _get_project_metadata(path)
_add_src_to_path(metadata.source_dir, path)
configure_project(metadata.package_name)
_clear_hook_manager()
_remove_cached_modules(metadata.package_name)
session = KedroSession.create(metadata.package_name, path)
_activate_session(session)
logging.debug("Loading the context from %s", str(path))
context = session.load_context()
catalog = context.catalog
get_ipython().push(variables={
"context": context,
"catalog": catalog,
"session": session
})
logging.info("** Kedro project %s", str(metadata.project_name))
logging.info("Defined global variable `context`, `session` and `catalog`")
for line_magic in load_entry_points("line_magic"):
register_line_magic(needs_local_scope(line_magic))
logging.info("Registered line magic `%s`", line_magic.__name__)
def reload_kedro(path, line=None):
"""Line magic which reloads all Kedro default variables."""
global startup_error
global context
global catalog
global session
try:
import kedro.config.default_logger
from kedro.framework.hooks import get_hook_manager
from kedro.framework.session import KedroSession
from kedro.framework.session.session import _activate_session
from kedro.framework.cli.jupyter import collect_line_magic
except ImportError:
logging.error(
"Kedro appears not to be installed in your current environment "
"or your current IPython session was not started in a valid Kedro project."
)
raise
try:
path = path or project_path
# remove cached user modules
session = KedroSession.create(path)
_activate_session(session, force=True)
context = session.load_context()
to_remove = [
mod for mod in sys.modules if mod.startswith(context.package_name)
]
# `del` is used instead of `reload()` because: If the new version of a module does not
# define a name that was defined by the old version, the old definition remains.
for module in to_remove:
del sys.modules[module]
# clear hook manager; hook implementations will be re-registered when the
# context is instantiated again in `session.load_context()` below
hook_manager = get_hook_manager()
name_plugin_pairs = hook_manager.list_name_plugin()
for name, plugin in name_plugin_pairs:
hook_manager.unregister(name=name, plugin=plugin)
logging.debug("Loading the context from %s", str(path))
# Reload context to fix `pickle` related error (it is unable to serialize reloaded objects)
# Some details can be found here:
# https://modwsgi.readthedocs.io/en/develop/user-guides/issues-with-pickle-module.html#packing-and-script-reloading
context = session.load_context()
catalog = context.catalog
logging.info("** Kedro project %s", str(context.project_name))
logging.info(
"Defined global variable `context`, `session` and `catalog`")
for line_magic in collect_line_magic():
register_line_magic(needs_local_scope(line_magic))
logging.info("Registered line magic `%s`", line_magic.__name__)
except Exception as err:
startup_error = err
logging.exception("Kedro's ipython session startup script failed:\n%s",
str(err))
raise err