def parse_cli_to_dictionary(input_list: List[str]) -> Dict[str, Any]:
"""Convert a list of strings into a dictionary with python objects as values.
```python
a = parse_cli_to_dictionary(["--epochs", "5", "--test", "this", "--lr", "0.74"])
# {'epochs': 5, 'test': 'this', 'lr': 0.74}
```
Args:
input_list: A list of input strings from the cli.
Returns:
A dictionary constructed from the `input_list`, with values converted to python objects where applicable.
"""
result = {}
if input_list is None:
return result
key = ""
val = ""
idx = 0
while idx < len(input_list):
if input_list[idx].startswith("--"):
if len(key) > 0:
result[key] = parse_string_to_python(val)
val = ""
key = input_list[idx].strip('--')
else:
val += input_list[idx]
idx += 1
if len(key) > 0:
result[key] = parse_string_to_python(val)
return result
def parse_cli_to_dictionary(input_list):
"""
Args:
input_list: A list of input strings from a cli
Returns:
A dictionary constructed from the input list, with values converted to python objects where applicable
"""
result = {}
if input_list is None:
return result
key = ""
val = ""
idx = 0
while idx < len(input_list):
if input_list[idx].startswith("--"):
if len(key) > 0:
result[key] = parse_string_to_python(val)
val = ""
key = input_list[idx].strip('--')
else:
val += input_list[idx]
idx += 1
if len(key) > 0:
result[key] = parse_string_to_python(val)
return result
def __init__(self, system: System, est_path: str, db_path: Optional[str] = None):
# Prepare db adapters
sql.register_adapter(bool, int)
sql.register_converter("BOOL", lambda v: bool(int(v)))
sql.register_adapter(list, str)
sql.register_converter("LIST[STR]", lambda v: parse_string_to_python(v))
# Prepare variables
self.filename = os.path.basename(est_path)
self.db_path = db_path if db_path else os.path.join(str(Path.home()), 'fastestimator_data', 'history.db')
self.system = system
self.db = None
self.ident = (multiprocessing.current_process().pid, threading.get_ident())
self.pk = None
self.stdout = None
