def main():
print('&&&&&&&&&&&&&&&&&&&&&&&&&&&&&&&&&&&&&&&&&&&&&&&&&&&&&&&&&&')
client = TSDBClient()
n_add = 50
mus = np.random.uniform(low=0.0, high=1.0, size=n_add)
sigs = np.random.uniform(low=0.05, high=0.4, size=n_add)
jits = np.random.uniform(low=0.05, high=0.2, size=n_add)
for i, m, s, j in zip(range(n_add), mus, sigs, jits):
client.insert_ts("ts-{}".format(i), tsmaker(m, s, j))
for i in range(5):
client.add_vp()
_, results = client.select(fields=[])
print("RESULT TYPE: ", type(results))
for k in results:
print(k, results[k])
m = np.random.uniform(low=0.0, high=1.0)
s = np.random.uniform(low=0.05, high=0.4)
j = np.random.uniform(low=0.05, high=0.2)
query = tsmaker(m, s, j)
_, closest = client.simsearch(query)
print("CLOSEST MATCH: ", closest)
_, closest = client.sim_search_SAX(query)
print("CLOSEST MATCH: ", closest)
def main():
print('&&&&&&&&&&&&&&&&&&&&&&&&&&&&&&&&&&&&&&&&&&&&&&&&&&&&&&&&&&')
client = TSDBClient()
n_add = 50
mus = np.random.uniform(low=0.0, high=1.0, size=n_add)
sigs = np.random.uniform(low=0.05, high=0.4, size=n_add)
jits = np.random.uniform(low=0.05, high=0.2, size=n_add)
for i, m, s, j in zip(range(n_add), mus, sigs, jits):
client.insert_ts("ts-{}".format(i), tsmaker(m, s, j))
for i in range(5):
client.add_vp()
_, results = client.select(fields=[])
print("RESULT TYPE: ", type(results))
for k in results:
print(k, results[k])
m = np.random.uniform(low=0.0, high=1.0)
s = np.random.uniform(low=0.05, high=0.4)
j = np.random.uniform(low=0.05, high=0.2)
query = tsmaker(m, s, j)
_, closest = client.simsearch(query)
print("CLOSEST MATCH: ", closest)
_, closest = client.sim_search_SAX(query)
print("CLOSEST MATCH: ", closest)
