core

Basic utilities

Base Variables

BASE_URL

'https://fed-ledger-prod.flock.io/api/v1/'

Health Check

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source

check_flock

 check_flock ()

check_flock()

True

GPU Info

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source

get_gpu_info

 get_gpu_info ()

gpu_info = get_gpu_info()
assert isinstance(gpu_info, AttrDict)
test_eq(gpu_info.gpu_count, 0)
test_eq(gpu_info.cuda_available, False)
gpu_info

{'cuda_available': False, 'gpu_count': 0}

JSON -> DataFrame

We can convert one-level nested JSON object with pd.json_normalize.

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source

pd_parse

 pd_parse (d)

df = pd_parse({"Feature 1": {"sub": "Hey", "sub2": "You"}, "Feature 2": {"sub": "Hey", "sub2": "You"}})
df

	Feature 1_sub	Feature 1_sub2	Feature 2_sub	Feature 2_sub2
0	Hey	You	Hey	You

test_eq(df.columns.tolist(), ["Feature 1_sub", "Feature 1_sub2", "Feature 2_sub", "Feature 2_sub2"])
test_eq(df.iloc[0]["Feature 1_sub2"], "You")