add syst variations plots, reintroduce mcmc fr script

1 files changed, 81 insertions, 0 deletions

diff --git a/submitter/fr_dag.py b/submitter/fr_dag.py
new file mode 100644
index 0000000..c1cf11a
--- /dev/null
+++ b/submitter/fr_dag.py
@@ -0,0 +1,81 @@
+#! /usr/bin/env python
+
+import os
+import numpy as np
+
+scenarios = [
+    ((1, 0, 0), 'OUT'),
+    ((0, 1, 0), 'OET')
+]
+
+dims = [
+    6
+]
+
+datadir = '/data/user/smandalia/flavour_ratio/data/fr'
+
+prefix = ''
+# prefix = '_noprior'
+
+golemfitsourcepath = os.environ['GOLEMSOURCEPATH'] + '/GolemFit'
+condor_script = golemfitsourcepath + '/scripts/flavour_ratio/submitter/fr_submit.sub'
+
+GLOBAL_PARAMS = {}
+
+# General
+GLOBAL_PARAMS.update(dict(
+    threads     = 12,
+    seed        = 26
+))
+
+# FR
+GLOBAL_PARAMS.update(dict(
+    binning = '6e4 1e7 20',
+    no_bsm  = 'False'
+))
+
+# Emcee
+GLOBAL_PARAMS.update(dict(
+    run_mcmc = 'True',
+    burnin   = 500,
+    nsteps   = 2000,
+    nwalkers = 60,
+    mcmc_seed_type = 'uniform'
+))
+
+# GolemFit
+GLOBAL_PARAMS.update(dict(
+    ast  = 'p2_0',
+    data = 'real'
+))
+
+# Plot
+GLOBAL_PARAMS.update(dict(
+    plot_angles   = 'False',
+    plot_elements = 'False',
+))
+
+dagfile = 'dagman_FR_{0}'.format(GLOBAL_PARAMS['data'])
+dagfile += prefix + '.submit'
+
+with open(dagfile, 'w') as f:
+    job_number = 1
+    for dim in dims:
+        print 'dims', dim
+        of_d = datadir + '/DIM{0}/{1}'.format(dim, prefix)
+        for src, tex in scenarios:
+            print 'scenario: src =', src, 'tex =', tex
+            f.write('JOB\tjob{0}\t{1}\n'.format(job_number, condor_script))
+            f.write('VARS\tjob{0}\tdimension="{1}"\n'.format(job_number, dim))
+            f.write('VARS\tjob{0}\ttexture="{1}"\n'.format(job_number, tex))
+            f.write('VARS\tjob{0}\tsr0="{1}"\n'.format(job_number, src[0]))
+            f.write('VARS\tjob{0}\tsr1="{1}"\n'.format(job_number, src[1]))
+            f.write('VARS\tjob{0}\tsr2="{1}"\n'.format(job_number, src[2]))
+            for key in GLOBAL_PARAMS.iterkeys():
+                f.write('VARS\tjob{0}\t{1}="{2}"\n'.format(job_number, key, GLOBAL_PARAMS[key]))
+            f.write('VARS\tjob{0}\tdatadir="{1}"\n'.format(job_number, datadir))
+            job_number += 1
+
+print 'total jobs = {0}'.format(job_number - 1)
+print 'dag file = {0}'.format(dagfile)
+