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July 29, 2018 18:06
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Multi nested key dictionary to single dictionary
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import pandas as pd | |
class MultiToSingleDict: | |
def __init__(self, data, sep='.'): | |
self._data = data | |
self._sep = sep | |
self._out = {} | |
for k, v in self._recursive(data): | |
self._out[k] = v | |
def _recursive(self, data, parent=None): | |
for key, value in data.items(): | |
if isinstance(value, dict): | |
if not parent: | |
tmp = key | |
else: | |
tmp = f"{parent}{self._sep}{key}" | |
yield from self._recursive(value, parent=tmp) | |
elif isinstance(value, list) or isinstance(value, tuple): | |
value = ", ".join(value) | |
if not parent: | |
yield f"{key}", value | |
else: | |
yield f"{parent}{self._sep}{key}", value | |
else: | |
if not parent: | |
yield f"{key}", value | |
else: | |
yield f"{parent}{self._sep}{key}", value | |
def out_series(self): | |
return pd.Series(self._out) | |
def out_dict(self): | |
return self._out |
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