# Path: samcnet/utils.py
# def graph_to_joint(graph):
# def getHost():
# def plot_h5(loc):
# def plotHist(s):
# def _plot_SAMC(energy, theta, counts, energy_trace, theta_trace, burn):
# def stan_vec(**vecs):
# 
# Path: samcnet/simple.py
# class Simple():
#     def __init__(self, truemu=2.0, sigma=1.0, N=20, mu0=0.0, tau=5.0):
#     def propose(self):
#     def copy(self):
#     def save_to_db(self):
#     def reject(self):
#     def energy(self):


import os
import sys
import redis
import random
import numpy as np
        import redis
from samcnet import samc,utils,simple

if 'WORKHASH' in os.environ:
    try:
        r = redis.StrictRedis(os.environ['REDIS'])
    except:
        sys.exit("ERROR in worker: Need REDIS environment variable defined.")

random.seed(123456)
np.random.seed(123456)

o = simple.Simple()

random.seed()
np.random.seed()

s = samc.SAMCRun(o, burn=10, stepscale=10, refden=0, thin=1)
s.sample(100)

res = []
res.append(s.func_mean())
res.append(s.func_cummean())



# Path: samcnet/utils.py
# def graph_to_joint(graph):
# def getHost():
# def plot_h5(loc):
# def plotHist(s):
# def _plot_SAMC(energy, theta, counts, energy_trace, theta_trace, burn):
# def stan_vec(**vecs):
# 
# Path: samcnet/simple.py
# class Simple():
#     def __init__(self, truemu=2.0, sigma=1.0, N=20, mu0=0.0, tau=5.0):
#     def propose(self):
#     def copy(self):
#     def save_to_db(self):
#     def reject(self):
#     def energy(self):


# Path: tests/test_simple.py
import os
import sys
import redis
import random
import numpy as np
        import redis
from samcnet import samc,utils,simple


if 'WORKHASH' in os.environ:
    try:
        r = redis.StrictRedis(os.environ['REDIS'])
    except:
        sys.exit("ERROR in worker: Need REDIS environment variable defined.")

random.seed(123456)
np.random.seed(123456)

o = simple.Simple()

random.seed()
np.random.seed()

s = samc.SAMCRun(o, burn=10, stepscale=10, refden=0, thin=1)
s.sample(100)

res = []
res.append(s.func_mean())
res.append(s.func_cummean())



res_wire = utils.prepare_data([utils.encode_element(x) for x in res])