body_hash stringlengths 64 64 | body stringlengths 23 109k | docstring stringlengths 1 57k | path stringlengths 4 198 | name stringlengths 1 115 | repository_name stringlengths 7 111 | repository_stars float64 0 191k | lang stringclasses 1 value | body_without_docstring stringlengths 14 108k | unified stringlengths 45 133k |
|---|---|---|---|---|---|---|---|---|---|
6628fb6a5b9f76e328f52135a975d79a01c2d724b422f33e2f5376727844a992 | def find_fst_cmmnval_index(l0, l1, **kwargs):
'\n l0 = [[2, 0], [1, 2], [0, 0]]\n l1 = [[3, 0], [2, 0], [1, 2], [0, 0]]\n find_fst_cmmnval_index(l0,l1,reverse=True)\n (0,1)\n l0 = [1,2,33,4]\n l1 = [11,22,33]\n find_fst_cmmnval_index(l0,l1)\n (2,2)\n '
reverse = (kwargs['reverse'] if ('reverse' in kwargs) else False)
lngth = min(len(l0), len(l1))
if reverse:
cursor = None
for i in range((- 1), ((- 1) - lngth), (- 1)):
if (l0[i] == l1[i]):
cursor = i
else:
break
if (cursor == None):
return None
else:
rslt = (uniform_index(cursor, len(l0)), uniform_index(cursor, len(l1)))
return rslt
else:
for i in range(lngth):
if (l0[i] == l1[i]):
return (i, i)
else:
pass
return None | l0 = [[2, 0], [1, 2], [0, 0]]
l1 = [[3, 0], [2, 0], [1, 2], [0, 0]]
find_fst_cmmnval_index(l0,l1,reverse=True)
(0,1)
l0 = [1,2,33,4]
l1 = [11,22,33]
find_fst_cmmnval_index(l0,l1)
(2,2) | elist/elist.py | find_fst_cmmnval_index | ihgazni2/elist | 0 | python | def find_fst_cmmnval_index(l0, l1, **kwargs):
'\n l0 = [[2, 0], [1, 2], [0, 0]]\n l1 = [[3, 0], [2, 0], [1, 2], [0, 0]]\n find_fst_cmmnval_index(l0,l1,reverse=True)\n (0,1)\n l0 = [1,2,33,4]\n l1 = [11,22,33]\n find_fst_cmmnval_index(l0,l1)\n (2,2)\n '
reverse = (kwargs['reverse'] if ('reverse' in kwargs) else False)
lngth = min(len(l0), len(l1))
if reverse:
cursor = None
for i in range((- 1), ((- 1) - lngth), (- 1)):
if (l0[i] == l1[i]):
cursor = i
else:
break
if (cursor == None):
return None
else:
rslt = (uniform_index(cursor, len(l0)), uniform_index(cursor, len(l1)))
return rslt
else:
for i in range(lngth):
if (l0[i] == l1[i]):
return (i, i)
else:
pass
return None | def find_fst_cmmnval_index(l0, l1, **kwargs):
'\n l0 = [[2, 0], [1, 2], [0, 0]]\n l1 = [[3, 0], [2, 0], [1, 2], [0, 0]]\n find_fst_cmmnval_index(l0,l1,reverse=True)\n (0,1)\n l0 = [1,2,33,4]\n l1 = [11,22,33]\n find_fst_cmmnval_index(l0,l1)\n (2,2)\n '
reverse = (kwargs['reverse'] if ('reverse' in kwargs) else False)
lngth = min(len(l0), len(l1))
if reverse:
cursor = None
for i in range((- 1), ((- 1) - lngth), (- 1)):
if (l0[i] == l1[i]):
cursor = i
else:
break
if (cursor == None):
return None
else:
rslt = (uniform_index(cursor, len(l0)), uniform_index(cursor, len(l1)))
return rslt
else:
for i in range(lngth):
if (l0[i] == l1[i]):
return (i, i)
else:
pass
return None<|docstring|>l0 = [[2, 0], [1, 2], [0, 0]]
l1 = [[3, 0], [2, 0], [1, 2], [0, 0]]
find_fst_cmmnval_index(l0,l1,reverse=True)
(0,1)
l0 = [1,2,33,4]
l1 = [11,22,33]
find_fst_cmmnval_index(l0,l1)
(2,2)<|endoftext|> |
4b60a6a57c0dd58227587a8f0e1991298b4fa952d2e43244a775e3c0b29d9966 | def get_children_handler(self, *args):
"\n list's children list is self\n "
return self.pdata | list's children list is self | elist/elist.py | get_children_handler | ihgazni2/elist | 0 | python | def get_children_handler(self, *args):
"\n \n "
return self.pdata | def get_children_handler(self, *args):
"\n \n "
return self.pdata<|docstring|>list's children list is self<|endoftext|> |
a749adf3d8c5282260b44cc5c2183efc4de72527781f9c56efb71086147cd41b | def parent_handler(self, lcache, i, *args):
'\n _update_pdesc_sons_info\n '
pdesc = lcache.desc[i]
pdesc['sons_count'] = self.sibs_len
pdesc['leaf_son_paths'] = []
pdesc['non_leaf_son_paths'] = []
return pdesc | _update_pdesc_sons_info | elist/elist.py | parent_handler | ihgazni2/elist | 0 | python | def parent_handler(self, lcache, i, *args):
'\n \n '
pdesc = lcache.desc[i]
pdesc['sons_count'] = self.sibs_len
pdesc['leaf_son_paths'] = []
pdesc['non_leaf_son_paths'] = []
return pdesc | def parent_handler(self, lcache, i, *args):
'\n \n '
pdesc = lcache.desc[i]
pdesc['sons_count'] = self.sibs_len
pdesc['leaf_son_paths'] = []
pdesc['non_leaf_son_paths'] = []
return pdesc<|docstring|>_update_pdesc_sons_info<|endoftext|> |
e0c943ab375f08f6e428aefb517c81588b1a8fad2c6071e52b8144240f912371 | def child_begin_handler(self, scache, *args):
'\n _creat_child_desc\n update depth,parent_breadth_path,parent_path,sib_seq,path,lsib_path,rsib_path,lcin_path,rcin_path\n '
pdesc = self.pdesc
depth = scache.depth
sib_seq = self.sib_seq
sibs_len = self.sibs_len
pdesc_level = scache.pdesc_level
desc = copy.deepcopy(pdesc)
desc = reset_parent_desc_template(desc)
desc['depth'] = depth
desc['parent_breadth_path'] = copy.deepcopy(desc['breadth_path'])
desc['sib_seq'] = sib_seq
desc['parent_path'] = copy.deepcopy(desc['path'])
desc['path'].append(sib_seq)
update_desc_lsib_path(desc)
update_desc_rsib_path(desc, sibs_len)
if (depth == 1):
pass
else:
update_desc_lcin_path(desc, pdesc_level)
update_desc_rcin_path(desc, sibs_len, pdesc_level)
return desc | _creat_child_desc
update depth,parent_breadth_path,parent_path,sib_seq,path,lsib_path,rsib_path,lcin_path,rcin_path | elist/elist.py | child_begin_handler | ihgazni2/elist | 0 | python | def child_begin_handler(self, scache, *args):
'\n _creat_child_desc\n update depth,parent_breadth_path,parent_path,sib_seq,path,lsib_path,rsib_path,lcin_path,rcin_path\n '
pdesc = self.pdesc
depth = scache.depth
sib_seq = self.sib_seq
sibs_len = self.sibs_len
pdesc_level = scache.pdesc_level
desc = copy.deepcopy(pdesc)
desc = reset_parent_desc_template(desc)
desc['depth'] = depth
desc['parent_breadth_path'] = copy.deepcopy(desc['breadth_path'])
desc['sib_seq'] = sib_seq
desc['parent_path'] = copy.deepcopy(desc['path'])
desc['path'].append(sib_seq)
update_desc_lsib_path(desc)
update_desc_rsib_path(desc, sibs_len)
if (depth == 1):
pass
else:
update_desc_lcin_path(desc, pdesc_level)
update_desc_rcin_path(desc, sibs_len, pdesc_level)
return desc | def child_begin_handler(self, scache, *args):
'\n _creat_child_desc\n update depth,parent_breadth_path,parent_path,sib_seq,path,lsib_path,rsib_path,lcin_path,rcin_path\n '
pdesc = self.pdesc
depth = scache.depth
sib_seq = self.sib_seq
sibs_len = self.sibs_len
pdesc_level = scache.pdesc_level
desc = copy.deepcopy(pdesc)
desc = reset_parent_desc_template(desc)
desc['depth'] = depth
desc['parent_breadth_path'] = copy.deepcopy(desc['breadth_path'])
desc['sib_seq'] = sib_seq
desc['parent_path'] = copy.deepcopy(desc['path'])
desc['path'].append(sib_seq)
update_desc_lsib_path(desc)
update_desc_rsib_path(desc, sibs_len)
if (depth == 1):
pass
else:
update_desc_lcin_path(desc, pdesc_level)
update_desc_rcin_path(desc, sibs_len, pdesc_level)
return desc<|docstring|>_creat_child_desc
update depth,parent_breadth_path,parent_path,sib_seq,path,lsib_path,rsib_path,lcin_path,rcin_path<|endoftext|> |
cee7d029299142b7ff3125c0cc0d647e64446a355b356398bdee54c21830b2dc | def leaf_handler(self, *args):
'#leaf child handler'
desc = self.desc
pdesc = self.pdesc
desc['leaf'] = True
desc['sons_count'] = 0
pdesc['leaf_son_paths'].append(copy.deepcopy(desc['path'])) | #leaf child handler | elist/elist.py | leaf_handler | ihgazni2/elist | 0 | python | def leaf_handler(self, *args):
desc = self.desc
pdesc = self.pdesc
desc['leaf'] = True
desc['sons_count'] = 0
pdesc['leaf_son_paths'].append(copy.deepcopy(desc['path'])) | def leaf_handler(self, *args):
desc = self.desc
pdesc = self.pdesc
desc['leaf'] = True
desc['sons_count'] = 0
pdesc['leaf_son_paths'].append(copy.deepcopy(desc['path']))<|docstring|>#leaf child handler<|endoftext|> |
a9aa91ada29d313e0d277f5f2c180a87ac871ff99809ef73292167f00f8572c5 | def non_leaf_handler(self, lcache):
'#nonleaf child handler'
desc = self.leaf
pdesc = self.pdesc
desc['leaf'] = False
pdesc['non_leaf_son_paths'].append(copy.deepcopy(desc['path']))
lcache.ndata.append(self.data)
lcache.ndesc.append(desc) | #nonleaf child handler | elist/elist.py | non_leaf_handler | ihgazni2/elist | 0 | python | def non_leaf_handler(self, lcache):
desc = self.leaf
pdesc = self.pdesc
desc['leaf'] = False
pdesc['non_leaf_son_paths'].append(copy.deepcopy(desc['path']))
lcache.ndata.append(self.data)
lcache.ndesc.append(desc) | def non_leaf_handler(self, lcache):
desc = self.leaf
pdesc = self.pdesc
desc['leaf'] = False
pdesc['non_leaf_son_paths'].append(copy.deepcopy(desc['path']))
lcache.ndata.append(self.data)
lcache.ndesc.append(desc)<|docstring|>#nonleaf child handler<|endoftext|> |
45e9f4a2ddae939f3c0977cc02d4b10194ad40217b22c9d69f78a060d4d9056e | def child_end_handler(self, scache):
'\n _upgrade_breadth_info\n update breadth, breadth_path, and add desc to desc_level\n '
desc = self.desc
desc_level = scache.desc_level
breadth = desc_level.__len__()
desc['breadth'] = breadth
desc['breadth_path'].append(breadth)
desc_level.append(desc) | _upgrade_breadth_info
update breadth, breadth_path, and add desc to desc_level | elist/elist.py | child_end_handler | ihgazni2/elist | 0 | python | def child_end_handler(self, scache):
'\n _upgrade_breadth_info\n update breadth, breadth_path, and add desc to desc_level\n '
desc = self.desc
desc_level = scache.desc_level
breadth = desc_level.__len__()
desc['breadth'] = breadth
desc['breadth_path'].append(breadth)
desc_level.append(desc) | def child_end_handler(self, scache):
'\n _upgrade_breadth_info\n update breadth, breadth_path, and add desc to desc_level\n '
desc = self.desc
desc_level = scache.desc_level
breadth = desc_level.__len__()
desc['breadth'] = breadth
desc['breadth_path'].append(breadth)
desc_level.append(desc)<|docstring|>_upgrade_breadth_info
update breadth, breadth_path, and add desc to desc_level<|endoftext|> |
4b60a6a57c0dd58227587a8f0e1991298b4fa952d2e43244a775e3c0b29d9966 | def get_children_handler(self, *args):
"\n list's children list is self\n "
return self.pdata | list's children list is self | elist/elist.py | get_children_handler | ihgazni2/elist | 0 | python | def get_children_handler(self, *args):
"\n \n "
return self.pdata | def get_children_handler(self, *args):
"\n \n "
return self.pdata<|docstring|>list's children list is self<|endoftext|> |
79fd8445287f292890c03b9c2a25053b934e19c0c0f9f2c603750d149c610299 | def parent_handler(self, lcache, i, *args):
'\n _update_pdesc_sons_info\n '
pdesc = lcache.desc[i]
pdesc['sons_count'] = self.sibs_len
pdesc['leaf_son_paths'] = []
pdesc['non_leaf_son_paths'] = []
pdesc['leaf_descendant_paths'] = []
pdesc['non_leaf_descendant_paths'] = []
return pdesc | _update_pdesc_sons_info | elist/elist.py | parent_handler | ihgazni2/elist | 0 | python | def parent_handler(self, lcache, i, *args):
'\n \n '
pdesc = lcache.desc[i]
pdesc['sons_count'] = self.sibs_len
pdesc['leaf_son_paths'] = []
pdesc['non_leaf_son_paths'] = []
pdesc['leaf_descendant_paths'] = []
pdesc['non_leaf_descendant_paths'] = []
return pdesc | def parent_handler(self, lcache, i, *args):
'\n \n '
pdesc = lcache.desc[i]
pdesc['sons_count'] = self.sibs_len
pdesc['leaf_son_paths'] = []
pdesc['non_leaf_son_paths'] = []
pdesc['leaf_descendant_paths'] = []
pdesc['non_leaf_descendant_paths'] = []
return pdesc<|docstring|>_update_pdesc_sons_info<|endoftext|> |
e0c943ab375f08f6e428aefb517c81588b1a8fad2c6071e52b8144240f912371 | def child_begin_handler(self, scache, *args):
'\n _creat_child_desc\n update depth,parent_breadth_path,parent_path,sib_seq,path,lsib_path,rsib_path,lcin_path,rcin_path\n '
pdesc = self.pdesc
depth = scache.depth
sib_seq = self.sib_seq
sibs_len = self.sibs_len
pdesc_level = scache.pdesc_level
desc = copy.deepcopy(pdesc)
desc = reset_parent_desc_template(desc)
desc['depth'] = depth
desc['parent_breadth_path'] = copy.deepcopy(desc['breadth_path'])
desc['sib_seq'] = sib_seq
desc['parent_path'] = copy.deepcopy(desc['path'])
desc['path'].append(sib_seq)
update_desc_lsib_path(desc)
update_desc_rsib_path(desc, sibs_len)
if (depth == 1):
pass
else:
update_desc_lcin_path(desc, pdesc_level)
update_desc_rcin_path(desc, sibs_len, pdesc_level)
return desc | _creat_child_desc
update depth,parent_breadth_path,parent_path,sib_seq,path,lsib_path,rsib_path,lcin_path,rcin_path | elist/elist.py | child_begin_handler | ihgazni2/elist | 0 | python | def child_begin_handler(self, scache, *args):
'\n _creat_child_desc\n update depth,parent_breadth_path,parent_path,sib_seq,path,lsib_path,rsib_path,lcin_path,rcin_path\n '
pdesc = self.pdesc
depth = scache.depth
sib_seq = self.sib_seq
sibs_len = self.sibs_len
pdesc_level = scache.pdesc_level
desc = copy.deepcopy(pdesc)
desc = reset_parent_desc_template(desc)
desc['depth'] = depth
desc['parent_breadth_path'] = copy.deepcopy(desc['breadth_path'])
desc['sib_seq'] = sib_seq
desc['parent_path'] = copy.deepcopy(desc['path'])
desc['path'].append(sib_seq)
update_desc_lsib_path(desc)
update_desc_rsib_path(desc, sibs_len)
if (depth == 1):
pass
else:
update_desc_lcin_path(desc, pdesc_level)
update_desc_rcin_path(desc, sibs_len, pdesc_level)
return desc | def child_begin_handler(self, scache, *args):
'\n _creat_child_desc\n update depth,parent_breadth_path,parent_path,sib_seq,path,lsib_path,rsib_path,lcin_path,rcin_path\n '
pdesc = self.pdesc
depth = scache.depth
sib_seq = self.sib_seq
sibs_len = self.sibs_len
pdesc_level = scache.pdesc_level
desc = copy.deepcopy(pdesc)
desc = reset_parent_desc_template(desc)
desc['depth'] = depth
desc['parent_breadth_path'] = copy.deepcopy(desc['breadth_path'])
desc['sib_seq'] = sib_seq
desc['parent_path'] = copy.deepcopy(desc['path'])
desc['path'].append(sib_seq)
update_desc_lsib_path(desc)
update_desc_rsib_path(desc, sibs_len)
if (depth == 1):
pass
else:
update_desc_lcin_path(desc, pdesc_level)
update_desc_rcin_path(desc, sibs_len, pdesc_level)
return desc<|docstring|>_creat_child_desc
update depth,parent_breadth_path,parent_path,sib_seq,path,lsib_path,rsib_path,lcin_path,rcin_path<|endoftext|> |
e02e04f62ef53b6d3c1cb7928a226e1b656684ebba1a167e83aedd38d2724d5d | def leaf_handler(self, *args):
'#leaf child handler'
desc = self.desc
pdesc = self.pdesc
desc['leaf'] = True
desc['sons_count'] = 0
pdesc['leaf_son_paths'].append(copy.deepcopy(desc['path']))
pdesc['leaf_descendant_paths'].append(copy.deepcopy(desc['path'])) | #leaf child handler | elist/elist.py | leaf_handler | ihgazni2/elist | 0 | python | def leaf_handler(self, *args):
desc = self.desc
pdesc = self.pdesc
desc['leaf'] = True
desc['sons_count'] = 0
pdesc['leaf_son_paths'].append(copy.deepcopy(desc['path']))
pdesc['leaf_descendant_paths'].append(copy.deepcopy(desc['path'])) | def leaf_handler(self, *args):
desc = self.desc
pdesc = self.pdesc
desc['leaf'] = True
desc['sons_count'] = 0
pdesc['leaf_son_paths'].append(copy.deepcopy(desc['path']))
pdesc['leaf_descendant_paths'].append(copy.deepcopy(desc['path']))<|docstring|>#leaf child handler<|endoftext|> |
c9a82955431e6792a8ae6bb9497fdc0e2eda92e07c53267e40a146b10cf1bc80 | def non_leaf_handler(self, lcache):
'#nonleaf child handler'
desc = self.desc
pdesc = self.pdesc
desc['leaf'] = False
pdesc['non_leaf_son_paths'].append(copy.deepcopy(desc['path']))
pdesc['non_leaf_descendant_paths'].append(copy.deepcopy(desc['path']))
lcache.ndata.append(self.data)
lcache.ndesc.append(desc) | #nonleaf child handler | elist/elist.py | non_leaf_handler | ihgazni2/elist | 0 | python | def non_leaf_handler(self, lcache):
desc = self.desc
pdesc = self.pdesc
desc['leaf'] = False
pdesc['non_leaf_son_paths'].append(copy.deepcopy(desc['path']))
pdesc['non_leaf_descendant_paths'].append(copy.deepcopy(desc['path']))
lcache.ndata.append(self.data)
lcache.ndesc.append(desc) | def non_leaf_handler(self, lcache):
desc = self.desc
pdesc = self.pdesc
desc['leaf'] = False
pdesc['non_leaf_son_paths'].append(copy.deepcopy(desc['path']))
pdesc['non_leaf_descendant_paths'].append(copy.deepcopy(desc['path']))
lcache.ndata.append(self.data)
lcache.ndesc.append(desc)<|docstring|>#nonleaf child handler<|endoftext|> |
45e9f4a2ddae939f3c0977cc02d4b10194ad40217b22c9d69f78a060d4d9056e | def child_end_handler(self, scache):
'\n _upgrade_breadth_info\n update breadth, breadth_path, and add desc to desc_level\n '
desc = self.desc
desc_level = scache.desc_level
breadth = desc_level.__len__()
desc['breadth'] = breadth
desc['breadth_path'].append(breadth)
desc_level.append(desc) | _upgrade_breadth_info
update breadth, breadth_path, and add desc to desc_level | elist/elist.py | child_end_handler | ihgazni2/elist | 0 | python | def child_end_handler(self, scache):
'\n _upgrade_breadth_info\n update breadth, breadth_path, and add desc to desc_level\n '
desc = self.desc
desc_level = scache.desc_level
breadth = desc_level.__len__()
desc['breadth'] = breadth
desc['breadth_path'].append(breadth)
desc_level.append(desc) | def child_end_handler(self, scache):
'\n _upgrade_breadth_info\n update breadth, breadth_path, and add desc to desc_level\n '
desc = self.desc
desc_level = scache.desc_level
breadth = desc_level.__len__()
desc['breadth'] = breadth
desc['breadth_path'].append(breadth)
desc_level.append(desc)<|docstring|>_upgrade_breadth_info
update breadth, breadth_path, and add desc to desc_level<|endoftext|> |
4726cfe703e6b9fe47eca72916180cbb64abd9fe52c83f9ab7a132b3c38fead6 | def build_tree(stix_objects, log):
'\n Build a multi-root tree using the stix_objects input\n :param stix_objects: list of stix objects\n :param log:\n :return: multi-root tree\n '
tree = None
for obj in stix_objects:
if ((obj['type'] != 'relationship') and (obj['type'] != 'sighting')):
tree = MultiRootTree(TreeNode().init_with_object(stix_obj=obj, log=log))
break
if (tree is None):
log.error('Failed to start up a tree.')
return None
while handle_relations(stix_objects, tree, log):
pass
handle_sightings(stix_objects, tree, log)
return tree | Build a multi-root tree using the stix_objects input
:param stix_objects: list of stix objects
:param log:
:return: multi-root tree | fn_qradar_advisor/fn_qradar_advisor/lib/stix_tree.py | build_tree | rudimeyer/resilient-community-apps | 1 | python | def build_tree(stix_objects, log):
'\n Build a multi-root tree using the stix_objects input\n :param stix_objects: list of stix objects\n :param log:\n :return: multi-root tree\n '
tree = None
for obj in stix_objects:
if ((obj['type'] != 'relationship') and (obj['type'] != 'sighting')):
tree = MultiRootTree(TreeNode().init_with_object(stix_obj=obj, log=log))
break
if (tree is None):
log.error('Failed to start up a tree.')
return None
while handle_relations(stix_objects, tree, log):
pass
handle_sightings(stix_objects, tree, log)
return tree | def build_tree(stix_objects, log):
'\n Build a multi-root tree using the stix_objects input\n :param stix_objects: list of stix objects\n :param log:\n :return: multi-root tree\n '
tree = None
for obj in stix_objects:
if ((obj['type'] != 'relationship') and (obj['type'] != 'sighting')):
tree = MultiRootTree(TreeNode().init_with_object(stix_obj=obj, log=log))
break
if (tree is None):
log.error('Failed to start up a tree.')
return None
while handle_relations(stix_objects, tree, log):
pass
handle_sightings(stix_objects, tree, log)
return tree<|docstring|>Build a multi-root tree using the stix_objects input
:param stix_objects: list of stix objects
:param log:
:return: multi-root tree<|endoftext|> |
c55100c6939b12a72dc3c9784f716d7ff9f9645bcb95428ca04f26b9ff94b2d3 | def handle_relations(stix_objects, tree, log):
'\n Handle stix2 relation objects given in the stix_objects input\n :param stix_objects: list of stix2 objects\n :param tree: multi-root tree to build\n :param log:\n :return:\n '
found_relationship = False
for obj in stix_objects:
if (obj['type'] == 'relationship'):
found_relationship = True
visitor = RelationVisitor(src_id=obj['source_ref'], des_id=obj['target_ref'], stix_objects=stix_objects, multi_root_tree=tree, log=log)
tree.accept(visitor)
if visitor.changed:
stix_objects.remove(obj)
return found_relationship | Handle stix2 relation objects given in the stix_objects input
:param stix_objects: list of stix2 objects
:param tree: multi-root tree to build
:param log:
:return: | fn_qradar_advisor/fn_qradar_advisor/lib/stix_tree.py | handle_relations | rudimeyer/resilient-community-apps | 1 | python | def handle_relations(stix_objects, tree, log):
'\n Handle stix2 relation objects given in the stix_objects input\n :param stix_objects: list of stix2 objects\n :param tree: multi-root tree to build\n :param log:\n :return:\n '
found_relationship = False
for obj in stix_objects:
if (obj['type'] == 'relationship'):
found_relationship = True
visitor = RelationVisitor(src_id=obj['source_ref'], des_id=obj['target_ref'], stix_objects=stix_objects, multi_root_tree=tree, log=log)
tree.accept(visitor)
if visitor.changed:
stix_objects.remove(obj)
return found_relationship | def handle_relations(stix_objects, tree, log):
'\n Handle stix2 relation objects given in the stix_objects input\n :param stix_objects: list of stix2 objects\n :param tree: multi-root tree to build\n :param log:\n :return:\n '
found_relationship = False
for obj in stix_objects:
if (obj['type'] == 'relationship'):
found_relationship = True
visitor = RelationVisitor(src_id=obj['source_ref'], des_id=obj['target_ref'], stix_objects=stix_objects, multi_root_tree=tree, log=log)
tree.accept(visitor)
if visitor.changed:
stix_objects.remove(obj)
return found_relationship<|docstring|>Handle stix2 relation objects given in the stix_objects input
:param stix_objects: list of stix2 objects
:param tree: multi-root tree to build
:param log:
:return:<|endoftext|> |
41e30e11760c58c61834e4d4226eee8c21f9ce8dccc544de49b98d819703b74b | def get_sight_ref_created_by(stix_objects, obj, log):
'\n Get the stix2 object (from stix_objects) that creates the sighting_of object\n :param stix_objects: stix2 object list\n :param obj: stix2 object\n :param log:\n :return: stix2 object id for sight_ref_created_by\n '
sight_ref_created_by = None
try:
sighting_of_ref = stix_utils.find_object_by_id(stix_objects, obj['sighting_of_ref'])
sight_ref_created_by = sighting_of_ref['created_by_ref']
except Exception as e:
sight_ref_created_by = None
return sight_ref_created_by | Get the stix2 object (from stix_objects) that creates the sighting_of object
:param stix_objects: stix2 object list
:param obj: stix2 object
:param log:
:return: stix2 object id for sight_ref_created_by | fn_qradar_advisor/fn_qradar_advisor/lib/stix_tree.py | get_sight_ref_created_by | rudimeyer/resilient-community-apps | 1 | python | def get_sight_ref_created_by(stix_objects, obj, log):
'\n Get the stix2 object (from stix_objects) that creates the sighting_of object\n :param stix_objects: stix2 object list\n :param obj: stix2 object\n :param log:\n :return: stix2 object id for sight_ref_created_by\n '
sight_ref_created_by = None
try:
sighting_of_ref = stix_utils.find_object_by_id(stix_objects, obj['sighting_of_ref'])
sight_ref_created_by = sighting_of_ref['created_by_ref']
except Exception as e:
sight_ref_created_by = None
return sight_ref_created_by | def get_sight_ref_created_by(stix_objects, obj, log):
'\n Get the stix2 object (from stix_objects) that creates the sighting_of object\n :param stix_objects: stix2 object list\n :param obj: stix2 object\n :param log:\n :return: stix2 object id for sight_ref_created_by\n '
sight_ref_created_by = None
try:
sighting_of_ref = stix_utils.find_object_by_id(stix_objects, obj['sighting_of_ref'])
sight_ref_created_by = sighting_of_ref['created_by_ref']
except Exception as e:
sight_ref_created_by = None
return sight_ref_created_by<|docstring|>Get the stix2 object (from stix_objects) that creates the sighting_of object
:param stix_objects: stix2 object list
:param obj: stix2 object
:param log:
:return: stix2 object id for sight_ref_created_by<|endoftext|> |
2f03846771c05bb8d08c12c9d35648d337267d2680794ae6e3034ca8a9ef8d47 | def handle_sightings(stix_objects, tree, log):
'\n Handle all the sightings within the stix_objects input\n :param stix_objects: stix2 object list\n :param tree: multi-root tree to build\n :param log:\n :return:\n '
for obj in stix_objects:
if (obj['type'] == 'sighting'):
node = TreeNode(obj_type=obj['type'], obj_id=obj['id'], name=obj['id'], description='', objects=obj.get('objects', []), is_link=False)
tree.add_root(node)
sight_ref_created_by = get_sight_ref_created_by(stix_objects, obj, log)
sight_of_visitor = RelationVisitor(src_id=obj['id'], des_id=obj['sighting_of_ref'], stix_objects=stix_objects, multi_root_tree=tree, log=log)
tree.accept(sight_of_visitor)
if sight_of_visitor.changed:
if sight_ref_created_by:
ref_created_by_visitor = RelationVisitor(src_id=obj['sighting_of_ref'], des_id=sight_ref_created_by, stix_objects=stix_objects, multi_root_tree=tree, log=log)
tree.accept(ref_created_by_visitor)
for sighted_ref in obj['where_sighted_refs']:
saw_visitor = RelationVisitor(src_id=sighted_ref, des_id=obj['id'], stix_objects=stix_objects, multi_root_tree=tree, log=log)
tree.accept(saw_visitor)
created_by_visitor = RelationVisitor(src_id=obj['id'], des_id=obj['created_by_ref'], stix_objects=stix_objects, multi_root_tree=tree, log=log)
tree.accept(created_by_visitor) | Handle all the sightings within the stix_objects input
:param stix_objects: stix2 object list
:param tree: multi-root tree to build
:param log:
:return: | fn_qradar_advisor/fn_qradar_advisor/lib/stix_tree.py | handle_sightings | rudimeyer/resilient-community-apps | 1 | python | def handle_sightings(stix_objects, tree, log):
'\n Handle all the sightings within the stix_objects input\n :param stix_objects: stix2 object list\n :param tree: multi-root tree to build\n :param log:\n :return:\n '
for obj in stix_objects:
if (obj['type'] == 'sighting'):
node = TreeNode(obj_type=obj['type'], obj_id=obj['id'], name=obj['id'], description=, objects=obj.get('objects', []), is_link=False)
tree.add_root(node)
sight_ref_created_by = get_sight_ref_created_by(stix_objects, obj, log)
sight_of_visitor = RelationVisitor(src_id=obj['id'], des_id=obj['sighting_of_ref'], stix_objects=stix_objects, multi_root_tree=tree, log=log)
tree.accept(sight_of_visitor)
if sight_of_visitor.changed:
if sight_ref_created_by:
ref_created_by_visitor = RelationVisitor(src_id=obj['sighting_of_ref'], des_id=sight_ref_created_by, stix_objects=stix_objects, multi_root_tree=tree, log=log)
tree.accept(ref_created_by_visitor)
for sighted_ref in obj['where_sighted_refs']:
saw_visitor = RelationVisitor(src_id=sighted_ref, des_id=obj['id'], stix_objects=stix_objects, multi_root_tree=tree, log=log)
tree.accept(saw_visitor)
created_by_visitor = RelationVisitor(src_id=obj['id'], des_id=obj['created_by_ref'], stix_objects=stix_objects, multi_root_tree=tree, log=log)
tree.accept(created_by_visitor) | def handle_sightings(stix_objects, tree, log):
'\n Handle all the sightings within the stix_objects input\n :param stix_objects: stix2 object list\n :param tree: multi-root tree to build\n :param log:\n :return:\n '
for obj in stix_objects:
if (obj['type'] == 'sighting'):
node = TreeNode(obj_type=obj['type'], obj_id=obj['id'], name=obj['id'], description=, objects=obj.get('objects', []), is_link=False)
tree.add_root(node)
sight_ref_created_by = get_sight_ref_created_by(stix_objects, obj, log)
sight_of_visitor = RelationVisitor(src_id=obj['id'], des_id=obj['sighting_of_ref'], stix_objects=stix_objects, multi_root_tree=tree, log=log)
tree.accept(sight_of_visitor)
if sight_of_visitor.changed:
if sight_ref_created_by:
ref_created_by_visitor = RelationVisitor(src_id=obj['sighting_of_ref'], des_id=sight_ref_created_by, stix_objects=stix_objects, multi_root_tree=tree, log=log)
tree.accept(ref_created_by_visitor)
for sighted_ref in obj['where_sighted_refs']:
saw_visitor = RelationVisitor(src_id=sighted_ref, des_id=obj['id'], stix_objects=stix_objects, multi_root_tree=tree, log=log)
tree.accept(saw_visitor)
created_by_visitor = RelationVisitor(src_id=obj['id'], des_id=obj['created_by_ref'], stix_objects=stix_objects, multi_root_tree=tree, log=log)
tree.accept(created_by_visitor)<|docstring|>Handle all the sightings within the stix_objects input
:param stix_objects: stix2 object list
:param tree: multi-root tree to build
:param log:
:return:<|endoftext|> |
1ecd29c241cf687e0698abdbd155e6d05db33e72ac3c99dbad6318333ef267aa | def extract_object(stix_objects, multi_root_tree, object_id, log):
'\n For a given object id, look for the node from the multi-root tree. If found, return a copy of it.\n If not found, look for the stix object from the stix_objects list, and creat a node for it. Return the node.\n :param stix_objects: stix object list\n :param multi_root_tree: the multi-root tree\n :param object_id: object id\n :param log:\n :return:\n '
node = None
existing_node = False
visitor = GetNodeVisitor(object_id)
multi_root_tree.accept(visitor)
if visitor.node:
node = visitor.node
existing_node = True
else:
for obj in stix_objects:
if (obj['id'] == object_id):
node = TreeNode().init_with_object(obj, log)
stix_objects.remove(obj)
break
if (not node):
log.error('{} can not be found in objects or the tree'.format(object_id))
return (existing_node, node) | For a given object id, look for the node from the multi-root tree. If found, return a copy of it.
If not found, look for the stix object from the stix_objects list, and creat a node for it. Return the node.
:param stix_objects: stix object list
:param multi_root_tree: the multi-root tree
:param object_id: object id
:param log:
:return: | fn_qradar_advisor/fn_qradar_advisor/lib/stix_tree.py | extract_object | rudimeyer/resilient-community-apps | 1 | python | def extract_object(stix_objects, multi_root_tree, object_id, log):
'\n For a given object id, look for the node from the multi-root tree. If found, return a copy of it.\n If not found, look for the stix object from the stix_objects list, and creat a node for it. Return the node.\n :param stix_objects: stix object list\n :param multi_root_tree: the multi-root tree\n :param object_id: object id\n :param log:\n :return:\n '
node = None
existing_node = False
visitor = GetNodeVisitor(object_id)
multi_root_tree.accept(visitor)
if visitor.node:
node = visitor.node
existing_node = True
else:
for obj in stix_objects:
if (obj['id'] == object_id):
node = TreeNode().init_with_object(obj, log)
stix_objects.remove(obj)
break
if (not node):
log.error('{} can not be found in objects or the tree'.format(object_id))
return (existing_node, node) | def extract_object(stix_objects, multi_root_tree, object_id, log):
'\n For a given object id, look for the node from the multi-root tree. If found, return a copy of it.\n If not found, look for the stix object from the stix_objects list, and creat a node for it. Return the node.\n :param stix_objects: stix object list\n :param multi_root_tree: the multi-root tree\n :param object_id: object id\n :param log:\n :return:\n '
node = None
existing_node = False
visitor = GetNodeVisitor(object_id)
multi_root_tree.accept(visitor)
if visitor.node:
node = visitor.node
existing_node = True
else:
for obj in stix_objects:
if (obj['id'] == object_id):
node = TreeNode().init_with_object(obj, log)
stix_objects.remove(obj)
break
if (not node):
log.error('{} can not be found in objects or the tree'.format(object_id))
return (existing_node, node)<|docstring|>For a given object id, look for the node from the multi-root tree. If found, return a copy of it.
If not found, look for the stix object from the stix_objects list, and creat a node for it. Return the node.
:param stix_objects: stix object list
:param multi_root_tree: the multi-root tree
:param object_id: object id
:param log:
:return:<|endoftext|> |
59a0a8f7bec04d1b9212d667918a014dc4fda8ea7d4355bfc28223eb773acf83 | def get_html(stix, log):
'\n Generate a html string for a stix bundle. Use a structure similar to a\n folder tree to represent the stix bundle.\n :param stix:\n :param log:\n :return:\n '
from .relation_visitor import RelationVisitor
objects = stix['objects']
stix_tree = build_tree(objects, log)
html = ''
trees = stix_tree.roots
num_objects = 0
num_links = 0
for subtree in trees:
html = (html + '<ul>')
html_visitor = HtmlGenVisitor(log)
subtree.accept(html_visitor)
html = ((html + html_visitor.html) + '</ul>')
num_links = (num_links + html_visitor.link_count)
num_objects = (num_objects + html_visitor.obj_count)
obj_str = 'are {} objects'.format(str(num_objects))
if ((num_objects == 1) or (num_objects == 0)):
obj_str = 'is {} object'.format(str(num_objects))
link_str = '{} links'.format(str(num_links))
if ((num_links == 1) or (num_links == 0)):
link_str = '{} link'.format(str(num_links))
html = (html + '<p>There {} and {}.</p>'.format(obj_str, link_str))
return html | Generate a html string for a stix bundle. Use a structure similar to a
folder tree to represent the stix bundle.
:param stix:
:param log:
:return: | fn_qradar_advisor/fn_qradar_advisor/lib/stix_tree.py | get_html | rudimeyer/resilient-community-apps | 1 | python | def get_html(stix, log):
'\n Generate a html string for a stix bundle. Use a structure similar to a\n folder tree to represent the stix bundle.\n :param stix:\n :param log:\n :return:\n '
from .relation_visitor import RelationVisitor
objects = stix['objects']
stix_tree = build_tree(objects, log)
html =
trees = stix_tree.roots
num_objects = 0
num_links = 0
for subtree in trees:
html = (html + '<ul>')
html_visitor = HtmlGenVisitor(log)
subtree.accept(html_visitor)
html = ((html + html_visitor.html) + '</ul>')
num_links = (num_links + html_visitor.link_count)
num_objects = (num_objects + html_visitor.obj_count)
obj_str = 'are {} objects'.format(str(num_objects))
if ((num_objects == 1) or (num_objects == 0)):
obj_str = 'is {} object'.format(str(num_objects))
link_str = '{} links'.format(str(num_links))
if ((num_links == 1) or (num_links == 0)):
link_str = '{} link'.format(str(num_links))
html = (html + '<p>There {} and {}.</p>'.format(obj_str, link_str))
return html | def get_html(stix, log):
'\n Generate a html string for a stix bundle. Use a structure similar to a\n folder tree to represent the stix bundle.\n :param stix:\n :param log:\n :return:\n '
from .relation_visitor import RelationVisitor
objects = stix['objects']
stix_tree = build_tree(objects, log)
html =
trees = stix_tree.roots
num_objects = 0
num_links = 0
for subtree in trees:
html = (html + '<ul>')
html_visitor = HtmlGenVisitor(log)
subtree.accept(html_visitor)
html = ((html + html_visitor.html) + '</ul>')
num_links = (num_links + html_visitor.link_count)
num_objects = (num_objects + html_visitor.obj_count)
obj_str = 'are {} objects'.format(str(num_objects))
if ((num_objects == 1) or (num_objects == 0)):
obj_str = 'is {} object'.format(str(num_objects))
link_str = '{} links'.format(str(num_links))
if ((num_links == 1) or (num_links == 0)):
link_str = '{} link'.format(str(num_links))
html = (html + '<p>There {} and {}.</p>'.format(obj_str, link_str))
return html<|docstring|>Generate a html string for a stix bundle. Use a structure similar to a
folder tree to represent the stix bundle.
:param stix:
:param log:
:return:<|endoftext|> |
8780ae59813459e73c9dac3088ccf33ea4d42bfdeec7029df5dec63445a94679 | def accept(self, visitor):
'\n Accept a visitor\n :param visitor:\n :return:\n '
for root in self.roots:
should_continue = root.accept(visitor)
if (not should_continue):
break | Accept a visitor
:param visitor:
:return: | fn_qradar_advisor/fn_qradar_advisor/lib/stix_tree.py | accept | rudimeyer/resilient-community-apps | 1 | python | def accept(self, visitor):
'\n Accept a visitor\n :param visitor:\n :return:\n '
for root in self.roots:
should_continue = root.accept(visitor)
if (not should_continue):
break | def accept(self, visitor):
'\n Accept a visitor\n :param visitor:\n :return:\n '
for root in self.roots:
should_continue = root.accept(visitor)
if (not should_continue):
break<|docstring|>Accept a visitor
:param visitor:
:return:<|endoftext|> |
a0a32c2b5c105175c7ce83f8d83e4b310dca4f8cfdcce72eb81b3c3ed4f6e827 | def add_root(self, node):
'\n # Add the input node to the root list\n :param node:\n :return:\n '
node.is_root = True
self.roots.append(node) | # Add the input node to the root list
:param node:
:return: | fn_qradar_advisor/fn_qradar_advisor/lib/stix_tree.py | add_root | rudimeyer/resilient-community-apps | 1 | python | def add_root(self, node):
'\n # Add the input node to the root list\n :param node:\n :return:\n '
node.is_root = True
self.roots.append(node) | def add_root(self, node):
'\n # Add the input node to the root list\n :param node:\n :return:\n '
node.is_root = True
self.roots.append(node)<|docstring|># Add the input node to the root list
:param node:
:return:<|endoftext|> |
1581cfc4e3d06ef0917538339f37ded8d68c68c7d89ddca1c34fca6ec4260ee1 | def remove_root(self, node):
'\n Remove a root from the root list\n :param node:\n :return:\n '
self.roots.remove(node) | Remove a root from the root list
:param node:
:return: | fn_qradar_advisor/fn_qradar_advisor/lib/stix_tree.py | remove_root | rudimeyer/resilient-community-apps | 1 | python | def remove_root(self, node):
'\n Remove a root from the root list\n :param node:\n :return:\n '
self.roots.remove(node) | def remove_root(self, node):
'\n Remove a root from the root list\n :param node:\n :return:\n '
self.roots.remove(node)<|docstring|>Remove a root from the root list
:param node:
:return:<|endoftext|> |
98aa6b7b41c4393099e60d1d556859ca67b0010081b34e8f664fd21f55443118 | def total_supply(self, token):
'\n Gets the total token supply from the BSCSCAN API\n '
url = f'https://api.bscscan.com/api?module=stats&action=tokensupply&contractaddress={token}&apikey={self.API_KEY}'
data = requests.get(url)
data = data.json()
if (data['status'] == '1'):
return data['result']
else:
return 'Bad Call' | Gets the total token supply from the BSCSCAN API | src/bscscan.py | total_supply | Midnight-Analytics/cryptocurrency | 1 | python | def total_supply(self, token):
'\n \n '
url = f'https://api.bscscan.com/api?module=stats&action=tokensupply&contractaddress={token}&apikey={self.API_KEY}'
data = requests.get(url)
data = data.json()
if (data['status'] == '1'):
return data['result']
else:
return 'Bad Call' | def total_supply(self, token):
'\n \n '
url = f'https://api.bscscan.com/api?module=stats&action=tokensupply&contractaddress={token}&apikey={self.API_KEY}'
data = requests.get(url)
data = data.json()
if (data['status'] == '1'):
return data['result']
else:
return 'Bad Call'<|docstring|>Gets the total token supply from the BSCSCAN API<|endoftext|> |
f2cec430eff949b00d84ecb6a3729ed3907810c001e1b10f35334ee6d6e75442 | def get_socials(self, token):
'\n Hits the BscScan website for the corresponding token and returns the social media links for the target token \n '
url = f'https://bscscan.com/token/{token}'
r = requests.get(url)
soup = BeautifulSoup(r.content, 'html.parser')
try:
ul_socials = soup.find(class_='list-inline mb-0')
links = []
socials = {'token': token, 'socials': links}
for i in ul_socials:
links.append(i.findChild('a')['href'])
return socials
except:
return {'token': token, 'socials': 'No Socials'} | Hits the BscScan website for the corresponding token and returns the social media links for the target token | src/bscscan.py | get_socials | Midnight-Analytics/cryptocurrency | 1 | python | def get_socials(self, token):
'\n \n '
url = f'https://bscscan.com/token/{token}'
r = requests.get(url)
soup = BeautifulSoup(r.content, 'html.parser')
try:
ul_socials = soup.find(class_='list-inline mb-0')
links = []
socials = {'token': token, 'socials': links}
for i in ul_socials:
links.append(i.findChild('a')['href'])
return socials
except:
return {'token': token, 'socials': 'No Socials'} | def get_socials(self, token):
'\n \n '
url = f'https://bscscan.com/token/{token}'
r = requests.get(url)
soup = BeautifulSoup(r.content, 'html.parser')
try:
ul_socials = soup.find(class_='list-inline mb-0')
links = []
socials = {'token': token, 'socials': links}
for i in ul_socials:
links.append(i.findChild('a')['href'])
return socials
except:
return {'token': token, 'socials': 'No Socials'}<|docstring|>Hits the BscScan website for the corresponding token and returns the social media links for the target token<|endoftext|> |
94a188ccfb4106e8c91710056e81938142eccb871b2bf39fbd909da0bd506f9e | async def run_client(client: Jenny) -> None:
'A basic encrypted chat application using nio.\n '
(await client.login())
async def after_first_sync():
print('Awaiting sync')
(await client.synced.wait())
for admin in config.admins:
client.trust_devices(admin)
for hook in client.startup_hooks:
try:
asyncio.create_task(hook['func'](client))
except Exception as e:
print(traceback.format_exc())
tb = (repr(e) + traceback.format_exc().splitlines()[(- 3)])
print('Error in {0} module: {1}'.format(hook['module'], tb))
after_first_sync_task = asyncio.create_task(after_first_sync())
sync_forever_task = asyncio.ensure_future(client.sync_forever(30000, full_state=True, set_presence='online'))
(await asyncio.gather(after_first_sync_task, sync_forever_task)) | A basic encrypted chat application using nio. | dors.py | run_client | Polsaker/dors-matrix | 2 | python | async def run_client(client: Jenny) -> None:
'\n '
(await client.login())
async def after_first_sync():
print('Awaiting sync')
(await client.synced.wait())
for admin in config.admins:
client.trust_devices(admin)
for hook in client.startup_hooks:
try:
asyncio.create_task(hook['func'](client))
except Exception as e:
print(traceback.format_exc())
tb = (repr(e) + traceback.format_exc().splitlines()[(- 3)])
print('Error in {0} module: {1}'.format(hook['module'], tb))
after_first_sync_task = asyncio.create_task(after_first_sync())
sync_forever_task = asyncio.ensure_future(client.sync_forever(30000, full_state=True, set_presence='online'))
(await asyncio.gather(after_first_sync_task, sync_forever_task)) | async def run_client(client: Jenny) -> None:
'\n '
(await client.login())
async def after_first_sync():
print('Awaiting sync')
(await client.synced.wait())
for admin in config.admins:
client.trust_devices(admin)
for hook in client.startup_hooks:
try:
asyncio.create_task(hook['func'](client))
except Exception as e:
print(traceback.format_exc())
tb = (repr(e) + traceback.format_exc().splitlines()[(- 3)])
print('Error in {0} module: {1}'.format(hook['module'], tb))
after_first_sync_task = asyncio.create_task(after_first_sync())
sync_forever_task = asyncio.ensure_future(client.sync_forever(30000, full_state=True, set_presence='online'))
(await asyncio.gather(after_first_sync_task, sync_forever_task))<|docstring|>A basic encrypted chat application using nio.<|endoftext|> |
42dbf626f279c39f59fc88b840a567b6382e93fc5e48fb9d4b4a40cca07f703f | async def login(self, *args, **kwargs) -> None:
'Log in either using the global variables or (if possible) using the\n session details file.\n '
if (os.path.exists('credentials.json') and os.path.isfile('credentials.json')):
try:
with open('credentials.json', 'r') as f:
credentials = json.load(f)
self.access_token = credentials['access_token']
self.user_id = credentials['user_id']
self.device_id = credentials['device_id']
self.load_store()
print(f'Logged in using stored credentials: {self.user_id} on {self.device_id}')
except IOError as err:
print(f"Couldn't load session from file. Logging in. Error: {err}")
except json.JSONDecodeError:
print("Couldn't read JSON file; overwriting")
if ((not self.user_id) or (not self.access_token) or (not self.device_id)):
resp = (await super().login(config.password, device_name=config.device_name))
if isinstance(resp, LoginResponse):
print('Logged in using a password; saving details to disk')
self.__write_details_to_disk(resp)
else:
print(f'Failed to log in: {resp}')
sys.exit(1) | Log in either using the global variables or (if possible) using the
session details file. | dors.py | login | Polsaker/dors-matrix | 2 | python | async def login(self, *args, **kwargs) -> None:
'Log in either using the global variables or (if possible) using the\n session details file.\n '
if (os.path.exists('credentials.json') and os.path.isfile('credentials.json')):
try:
with open('credentials.json', 'r') as f:
credentials = json.load(f)
self.access_token = credentials['access_token']
self.user_id = credentials['user_id']
self.device_id = credentials['device_id']
self.load_store()
print(f'Logged in using stored credentials: {self.user_id} on {self.device_id}')
except IOError as err:
print(f"Couldn't load session from file. Logging in. Error: {err}")
except json.JSONDecodeError:
print("Couldn't read JSON file; overwriting")
if ((not self.user_id) or (not self.access_token) or (not self.device_id)):
resp = (await super().login(config.password, device_name=config.device_name))
if isinstance(resp, LoginResponse):
print('Logged in using a password; saving details to disk')
self.__write_details_to_disk(resp)
else:
print(f'Failed to log in: {resp}')
sys.exit(1) | async def login(self, *args, **kwargs) -> None:
'Log in either using the global variables or (if possible) using the\n session details file.\n '
if (os.path.exists('credentials.json') and os.path.isfile('credentials.json')):
try:
with open('credentials.json', 'r') as f:
credentials = json.load(f)
self.access_token = credentials['access_token']
self.user_id = credentials['user_id']
self.device_id = credentials['device_id']
self.load_store()
print(f'Logged in using stored credentials: {self.user_id} on {self.device_id}')
except IOError as err:
print(f"Couldn't load session from file. Logging in. Error: {err}")
except json.JSONDecodeError:
print("Couldn't read JSON file; overwriting")
if ((not self.user_id) or (not self.access_token) or (not self.device_id)):
resp = (await super().login(config.password, device_name=config.device_name))
if isinstance(resp, LoginResponse):
print('Logged in using a password; saving details to disk')
self.__write_details_to_disk(resp)
else:
print(f'Failed to log in: {resp}')
sys.exit(1)<|docstring|>Log in either using the global variables or (if possible) using the
session details file.<|endoftext|> |
63a9b0f0bba89b9bcadc5add22115ecd514a9f414d51c9cfb1ffee67a9b65437 | def trust_devices(self, user_id: str, device_list: Optional[str]=None) -> None:
'Trusts the devices of a user.\n\n If no device_list is provided, all of the users devices are trusted. If\n one is provided, only the devices with IDs in that list are trusted.\n\n Arguments:\n user_id {str} -- the user ID whose devices should be trusted.\n\n Keyword Arguments:\n device_list {Optional[str]} -- The full list of device IDs to trust\n from that user (default: {None})\n '
print(f"{user_id}'s device store: {self.device_store[user_id]}")
for (device_id, olm_device) in self.device_store[user_id].items():
if (device_list and (device_id not in device_list)):
print(f"Not trusting {device_id} as it's not in {user_id}'s pre-approved list.")
continue
if ((user_id == self.user_id) and (device_id == self.device_id)):
continue
self.verify_device(olm_device)
print(f'Trusting {device_id} from user {user_id}') | Trusts the devices of a user.
If no device_list is provided, all of the users devices are trusted. If
one is provided, only the devices with IDs in that list are trusted.
Arguments:
user_id {str} -- the user ID whose devices should be trusted.
Keyword Arguments:
device_list {Optional[str]} -- The full list of device IDs to trust
from that user (default: {None}) | dors.py | trust_devices | Polsaker/dors-matrix | 2 | python | def trust_devices(self, user_id: str, device_list: Optional[str]=None) -> None:
'Trusts the devices of a user.\n\n If no device_list is provided, all of the users devices are trusted. If\n one is provided, only the devices with IDs in that list are trusted.\n\n Arguments:\n user_id {str} -- the user ID whose devices should be trusted.\n\n Keyword Arguments:\n device_list {Optional[str]} -- The full list of device IDs to trust\n from that user (default: {None})\n '
print(f"{user_id}'s device store: {self.device_store[user_id]}")
for (device_id, olm_device) in self.device_store[user_id].items():
if (device_list and (device_id not in device_list)):
print(f"Not trusting {device_id} as it's not in {user_id}'s pre-approved list.")
continue
if ((user_id == self.user_id) and (device_id == self.device_id)):
continue
self.verify_device(olm_device)
print(f'Trusting {device_id} from user {user_id}') | def trust_devices(self, user_id: str, device_list: Optional[str]=None) -> None:
'Trusts the devices of a user.\n\n If no device_list is provided, all of the users devices are trusted. If\n one is provided, only the devices with IDs in that list are trusted.\n\n Arguments:\n user_id {str} -- the user ID whose devices should be trusted.\n\n Keyword Arguments:\n device_list {Optional[str]} -- The full list of device IDs to trust\n from that user (default: {None})\n '
print(f"{user_id}'s device store: {self.device_store[user_id]}")
for (device_id, olm_device) in self.device_store[user_id].items():
if (device_list and (device_id not in device_list)):
print(f"Not trusting {device_id} as it's not in {user_id}'s pre-approved list.")
continue
if ((user_id == self.user_id) and (device_id == self.device_id)):
continue
self.verify_device(olm_device)
print(f'Trusting {device_id} from user {user_id}')<|docstring|>Trusts the devices of a user.
If no device_list is provided, all of the users devices are trusted. If
one is provided, only the devices with IDs in that list are trusted.
Arguments:
user_id {str} -- the user ID whose devices should be trusted.
Keyword Arguments:
device_list {Optional[str]} -- The full list of device IDs to trust
from that user (default: {None})<|endoftext|> |
e3bf023db526498c77743fa2d47bdca6f617a8e46b351380607800664dc07337 | async def cb_autojoin_room(self, room: MatrixRoom, event: InviteEvent):
'Callback to automatically joins a Matrix room on invite.\n\n Arguments:\n room {MatrixRoom} -- Provided by nio\n event {InviteEvent} -- Provided by nio\n '
(await self.join(room.room_id)) | Callback to automatically joins a Matrix room on invite.
Arguments:
room {MatrixRoom} -- Provided by nio
event {InviteEvent} -- Provided by nio | dors.py | cb_autojoin_room | Polsaker/dors-matrix | 2 | python | async def cb_autojoin_room(self, room: MatrixRoom, event: InviteEvent):
'Callback to automatically joins a Matrix room on invite.\n\n Arguments:\n room {MatrixRoom} -- Provided by nio\n event {InviteEvent} -- Provided by nio\n '
(await self.join(room.room_id)) | async def cb_autojoin_room(self, room: MatrixRoom, event: InviteEvent):
'Callback to automatically joins a Matrix room on invite.\n\n Arguments:\n room {MatrixRoom} -- Provided by nio\n event {InviteEvent} -- Provided by nio\n '
(await self.join(room.room_id))<|docstring|>Callback to automatically joins a Matrix room on invite.
Arguments:
room {MatrixRoom} -- Provided by nio
event {InviteEvent} -- Provided by nio<|endoftext|> |
45c31a7dcf8179ba3ff03834ab2f83da91144c1fab839b2c769355abe5ea0ce3 | async def on_message(self, room: MatrixRoom, event: RoomMessageText):
'Callback to print all received messages to stdout.\n\n Arguments:\n room {MatrixRoom} -- Provided by nio\n event {RoomMessageText} -- Provided by nio\n '
if event.decrypted:
encrypted_symbol = '🛡 '
else:
encrypted_symbol = '⚠️ '
print(f'{room.display_name} |{encrypted_symbol}| {room.user_name(event.sender)}: {event.body}')
source = event.sender
event = HookMessage.from_roomessage(dataclasses.asdict(event))
if event.body.lstrip(' *').strip().startswith(config.prefix):
try:
last_msg = (time.time() - self.lastheardfrom[source])
is_spammy = ((source == self.sourcehistory[(- 2)]) and (source == self.sourcehistory[(- 1)]))
if ((last_msg < 6) and is_spammy and (source not in config.admins)):
return
except (KeyError, IndexError):
pass
finally:
self.lastheardfrom[source] = time.time()
self.sourcehistory.append(source)
command_parts = event.body.replace(config.prefix, '', 1).lstrip(' *').strip().split()
command = command_parts[0].lower()
try:
pot = next((item for item in self.command_hooks if (command in item['commands'])))
try:
(await self.room_read_markers(room.room_id, event.event_id, event.event_id))
(await pot['func'](self.wrapper(room, event), room, event))
except Exception as e:
print(traceback.format_exc())
tb = (repr(e) + traceback.format_exc().splitlines()[(- 3)])
(await self.message(room.room_id, f"Error in {pot['module']} module: {tb}"))
except StopIteration:
pass
if (source == self.user_id):
return
for stuff in self.stuffHandlers:
if stuff['regex'].match(event.body):
event.match = stuff['regex'].match(event.body)
try:
(await stuff['func'](self.wrapper(room, event), room, event))
except Exception as e:
print(traceback.format_exc())
tb = (repr(e) + traceback.format_exc().splitlines()[(- 3)])
(await self.message(room.room_id, f"Error in {stuff['module']} module: {tb}")) | Callback to print all received messages to stdout.
Arguments:
room {MatrixRoom} -- Provided by nio
event {RoomMessageText} -- Provided by nio | dors.py | on_message | Polsaker/dors-matrix | 2 | python | async def on_message(self, room: MatrixRoom, event: RoomMessageText):
'Callback to print all received messages to stdout.\n\n Arguments:\n room {MatrixRoom} -- Provided by nio\n event {RoomMessageText} -- Provided by nio\n '
if event.decrypted:
encrypted_symbol = '🛡 '
else:
encrypted_symbol = '⚠️ '
print(f'{room.display_name} |{encrypted_symbol}| {room.user_name(event.sender)}: {event.body}')
source = event.sender
event = HookMessage.from_roomessage(dataclasses.asdict(event))
if event.body.lstrip(' *').strip().startswith(config.prefix):
try:
last_msg = (time.time() - self.lastheardfrom[source])
is_spammy = ((source == self.sourcehistory[(- 2)]) and (source == self.sourcehistory[(- 1)]))
if ((last_msg < 6) and is_spammy and (source not in config.admins)):
return
except (KeyError, IndexError):
pass
finally:
self.lastheardfrom[source] = time.time()
self.sourcehistory.append(source)
command_parts = event.body.replace(config.prefix, , 1).lstrip(' *').strip().split()
command = command_parts[0].lower()
try:
pot = next((item for item in self.command_hooks if (command in item['commands'])))
try:
(await self.room_read_markers(room.room_id, event.event_id, event.event_id))
(await pot['func'](self.wrapper(room, event), room, event))
except Exception as e:
print(traceback.format_exc())
tb = (repr(e) + traceback.format_exc().splitlines()[(- 3)])
(await self.message(room.room_id, f"Error in {pot['module']} module: {tb}"))
except StopIteration:
pass
if (source == self.user_id):
return
for stuff in self.stuffHandlers:
if stuff['regex'].match(event.body):
event.match = stuff['regex'].match(event.body)
try:
(await stuff['func'](self.wrapper(room, event), room, event))
except Exception as e:
print(traceback.format_exc())
tb = (repr(e) + traceback.format_exc().splitlines()[(- 3)])
(await self.message(room.room_id, f"Error in {stuff['module']} module: {tb}")) | async def on_message(self, room: MatrixRoom, event: RoomMessageText):
'Callback to print all received messages to stdout.\n\n Arguments:\n room {MatrixRoom} -- Provided by nio\n event {RoomMessageText} -- Provided by nio\n '
if event.decrypted:
encrypted_symbol = '🛡 '
else:
encrypted_symbol = '⚠️ '
print(f'{room.display_name} |{encrypted_symbol}| {room.user_name(event.sender)}: {event.body}')
source = event.sender
event = HookMessage.from_roomessage(dataclasses.asdict(event))
if event.body.lstrip(' *').strip().startswith(config.prefix):
try:
last_msg = (time.time() - self.lastheardfrom[source])
is_spammy = ((source == self.sourcehistory[(- 2)]) and (source == self.sourcehistory[(- 1)]))
if ((last_msg < 6) and is_spammy and (source not in config.admins)):
return
except (KeyError, IndexError):
pass
finally:
self.lastheardfrom[source] = time.time()
self.sourcehistory.append(source)
command_parts = event.body.replace(config.prefix, , 1).lstrip(' *').strip().split()
command = command_parts[0].lower()
try:
pot = next((item for item in self.command_hooks if (command in item['commands'])))
try:
(await self.room_read_markers(room.room_id, event.event_id, event.event_id))
(await pot['func'](self.wrapper(room, event), room, event))
except Exception as e:
print(traceback.format_exc())
tb = (repr(e) + traceback.format_exc().splitlines()[(- 3)])
(await self.message(room.room_id, f"Error in {pot['module']} module: {tb}"))
except StopIteration:
pass
if (source == self.user_id):
return
for stuff in self.stuffHandlers:
if stuff['regex'].match(event.body):
event.match = stuff['regex'].match(event.body)
try:
(await stuff['func'](self.wrapper(room, event), room, event))
except Exception as e:
print(traceback.format_exc())
tb = (repr(e) + traceback.format_exc().splitlines()[(- 3)])
(await self.message(room.room_id, f"Error in {stuff['module']} module: {tb}"))<|docstring|>Callback to print all received messages to stdout.
Arguments:
room {MatrixRoom} -- Provided by nio
event {RoomMessageText} -- Provided by nio<|endoftext|> |
aa8402f76743182571b726f19eca82693b15677597665e1a7aae3125eff891a3 | async def message(self, target, message, p_html=False, message_type='m.notice'):
' Compatibility layer for porting IRC modules '
message = str(message)
if (('\x02' in message) or ('\x03' in message) or ('\x1f' in message) or ('\x1d' in message) or p_html):
if (not p_html):
message = html.escape(message)
message = re.sub('\x02(.*?)\x02', '<b>\\1</b>', message)
message = re.sub('\x1f(.*?)\x1f', '<u>\\1</u>', message)
message = re.sub('\x1d(.*?)\x1d', '<i>\\1</i>', message)
message = message.replace('\n\n', '<br/>')
def replcolor(m):
return '<font color="{0}">{1}</font>'.format(IRC_COLOR_MAP[m.group(1)], m.group(3))
message = re.sub('\\003(\\d{1,2})(?:,(\\d{1,2}))?(.*?)\\003', replcolor, message)
return (await self.html_message(target, message, message_type))
return (await self.room_send(room_id=target, message_type='m.room.message', content={'msgtype': message_type, 'body': message}, ignore_unverified_devices=True)) | Compatibility layer for porting IRC modules | dors.py | message | Polsaker/dors-matrix | 2 | python | async def message(self, target, message, p_html=False, message_type='m.notice'):
' '
message = str(message)
if (('\x02' in message) or ('\x03' in message) or ('\x1f' in message) or ('\x1d' in message) or p_html):
if (not p_html):
message = html.escape(message)
message = re.sub('\x02(.*?)\x02', '<b>\\1</b>', message)
message = re.sub('\x1f(.*?)\x1f', '<u>\\1</u>', message)
message = re.sub('\x1d(.*?)\x1d', '<i>\\1</i>', message)
message = message.replace('\n\n', '<br/>')
def replcolor(m):
return '<font color="{0}">{1}</font>'.format(IRC_COLOR_MAP[m.group(1)], m.group(3))
message = re.sub('\\003(\\d{1,2})(?:,(\\d{1,2}))?(.*?)\\003', replcolor, message)
return (await self.html_message(target, message, message_type))
return (await self.room_send(room_id=target, message_type='m.room.message', content={'msgtype': message_type, 'body': message}, ignore_unverified_devices=True)) | async def message(self, target, message, p_html=False, message_type='m.notice'):
' '
message = str(message)
if (('\x02' in message) or ('\x03' in message) or ('\x1f' in message) or ('\x1d' in message) or p_html):
if (not p_html):
message = html.escape(message)
message = re.sub('\x02(.*?)\x02', '<b>\\1</b>', message)
message = re.sub('\x1f(.*?)\x1f', '<u>\\1</u>', message)
message = re.sub('\x1d(.*?)\x1d', '<i>\\1</i>', message)
message = message.replace('\n\n', '<br/>')
def replcolor(m):
return '<font color="{0}">{1}</font>'.format(IRC_COLOR_MAP[m.group(1)], m.group(3))
message = re.sub('\\003(\\d{1,2})(?:,(\\d{1,2}))?(.*?)\\003', replcolor, message)
return (await self.html_message(target, message, message_type))
return (await self.room_send(room_id=target, message_type='m.room.message', content={'msgtype': message_type, 'body': message}, ignore_unverified_devices=True))<|docstring|>Compatibility layer for porting IRC modules<|endoftext|> |
c360e7c1155f99f1ad7425899e45329869a3a035b82b38b8211a20a723b08b20 | async def say(self, message):
' Dummy definition (wrapped) ' | Dummy definition (wrapped) | dors.py | say | Polsaker/dors-matrix | 2 | python | async def say(self, message):
' ' | async def say(self, message):
' '<|docstring|>Dummy definition (wrapped)<|endoftext|> |
88eb066161c35a79272b01434c0d588588c7a84ee70d819ff698f6b25a15e0df | async def reply(self, message):
' Dummy definition (wrapped) ' | Dummy definition (wrapped) | dors.py | reply | Polsaker/dors-matrix | 2 | python | async def reply(self, message):
' ' | async def reply(self, message):
' '<|docstring|>Dummy definition (wrapped)<|endoftext|> |
052ddd5df5c61e9af60078ca43ede12f31f67bc7bc9eca1650257cd7b881ee8f | def wrapper(self, room: MatrixRoom, event: RoomMessageFormatted):
' we wrap ourselves before passing to modules '
class BotWrapper(object):
def __init__(self, bot: Jenny):
self._bot: Jenny = bot
async def w_message(self, message: str):
(await self._bot.message(room.room_id, message))
async def w_reply(self, message):
(await self._bot.message(room.room_id, (((await self._bot.source_tag(event.sender)) + ': ') + html.escape(message)), p_html=True))
def __getattr__(self, attr):
if ((attr == 'say') or (attr == 'msg')):
return self.w_message
elif (attr == 'reply'):
return self.w_reply
return getattr(self._bot, attr)
def __setattr__(self, attr, value):
if (attr == '_bot'):
return super(BotWrapper, self).__setattr__(attr, value)
else:
return setattr(self._bot, attr, value)
return BotWrapper(self) | we wrap ourselves before passing to modules | dors.py | wrapper | Polsaker/dors-matrix | 2 | python | def wrapper(self, room: MatrixRoom, event: RoomMessageFormatted):
' '
class BotWrapper(object):
def __init__(self, bot: Jenny):
self._bot: Jenny = bot
async def w_message(self, message: str):
(await self._bot.message(room.room_id, message))
async def w_reply(self, message):
(await self._bot.message(room.room_id, (((await self._bot.source_tag(event.sender)) + ': ') + html.escape(message)), p_html=True))
def __getattr__(self, attr):
if ((attr == 'say') or (attr == 'msg')):
return self.w_message
elif (attr == 'reply'):
return self.w_reply
return getattr(self._bot, attr)
def __setattr__(self, attr, value):
if (attr == '_bot'):
return super(BotWrapper, self).__setattr__(attr, value)
else:
return setattr(self._bot, attr, value)
return BotWrapper(self) | def wrapper(self, room: MatrixRoom, event: RoomMessageFormatted):
' '
class BotWrapper(object):
def __init__(self, bot: Jenny):
self._bot: Jenny = bot
async def w_message(self, message: str):
(await self._bot.message(room.room_id, message))
async def w_reply(self, message):
(await self._bot.message(room.room_id, (((await self._bot.source_tag(event.sender)) + ': ') + html.escape(message)), p_html=True))
def __getattr__(self, attr):
if ((attr == 'say') or (attr == 'msg')):
return self.w_message
elif (attr == 'reply'):
return self.w_reply
return getattr(self._bot, attr)
def __setattr__(self, attr, value):
if (attr == '_bot'):
return super(BotWrapper, self).__setattr__(attr, value)
else:
return setattr(self._bot, attr, value)
return BotWrapper(self)<|docstring|>we wrap ourselves before passing to modules<|endoftext|> |
c6a0e1b553ccdb2919d4f03fdbafddc731a2825b292d079ba732c42ea421ccea | @staticmethod
def __write_details_to_disk(resp: LoginResponse) -> None:
'Writes login details to disk so that we can restore our session later\n without logging in again and creating a new device ID.\n\n Arguments:\n resp {LoginResponse} -- the successful client login response.\n '
with open('credentials.json', 'w') as f:
json.dump({'access_token': resp.access_token, 'device_id': resp.device_id, 'user_id': resp.user_id}, f) | Writes login details to disk so that we can restore our session later
without logging in again and creating a new device ID.
Arguments:
resp {LoginResponse} -- the successful client login response. | dors.py | __write_details_to_disk | Polsaker/dors-matrix | 2 | python | @staticmethod
def __write_details_to_disk(resp: LoginResponse) -> None:
'Writes login details to disk so that we can restore our session later\n without logging in again and creating a new device ID.\n\n Arguments:\n resp {LoginResponse} -- the successful client login response.\n '
with open('credentials.json', 'w') as f:
json.dump({'access_token': resp.access_token, 'device_id': resp.device_id, 'user_id': resp.user_id}, f) | @staticmethod
def __write_details_to_disk(resp: LoginResponse) -> None:
'Writes login details to disk so that we can restore our session later\n without logging in again and creating a new device ID.\n\n Arguments:\n resp {LoginResponse} -- the successful client login response.\n '
with open('credentials.json', 'w') as f:
json.dump({'access_token': resp.access_token, 'device_id': resp.device_id, 'user_id': resp.user_id}, f)<|docstring|>Writes login details to disk so that we can restore our session later
without logging in again and creating a new device ID.
Arguments:
resp {LoginResponse} -- the successful client login response.<|endoftext|> |
cad4e8d958dc4c2aacc337ba207124eca2afe7df21fa7888972038a908c0227b | def get_path(dataset):
'\n Get the path to the data file.\n Parameters\n ----------\n dataset : str\n The name of the dataset. See ``geopandas.datasets.available`` for\n all options.\n '
if (dataset in _available_shp):
return os.path.abspath(os.path.join(_module_path, 'shapefiles', _available_shp[dataset]))
else:
msg = "The dataset '{data}' is not available. ".format(data=dataset)
msg += 'Available datasets are {}'.format(', '.join(available))
raise ValueError(msg) | Get the path to the data file.
Parameters
----------
dataset : str
The name of the dataset. See ``geopandas.datasets.available`` for
all options. | nzpermits/datasets/__init__.py | get_path | mullenkamp/nz-rma-permits | 0 | python | def get_path(dataset):
'\n Get the path to the data file.\n Parameters\n ----------\n dataset : str\n The name of the dataset. See ``geopandas.datasets.available`` for\n all options.\n '
if (dataset in _available_shp):
return os.path.abspath(os.path.join(_module_path, 'shapefiles', _available_shp[dataset]))
else:
msg = "The dataset '{data}' is not available. ".format(data=dataset)
msg += 'Available datasets are {}'.format(', '.join(available))
raise ValueError(msg) | def get_path(dataset):
'\n Get the path to the data file.\n Parameters\n ----------\n dataset : str\n The name of the dataset. See ``geopandas.datasets.available`` for\n all options.\n '
if (dataset in _available_shp):
return os.path.abspath(os.path.join(_module_path, 'shapefiles', _available_shp[dataset]))
else:
msg = "The dataset '{data}' is not available. ".format(data=dataset)
msg += 'Available datasets are {}'.format(', '.join(available))
raise ValueError(msg)<|docstring|>Get the path to the data file.
Parameters
----------
dataset : str
The name of the dataset. See ``geopandas.datasets.available`` for
all options.<|endoftext|> |
30498016f87ea83842fbf79ee31c00250784a8a631ae3ad2e9b4b40d4d11b19c | def normalize_chunk(output: npt.NDArray, ints: npt.NDArray, lengths: npt.NDArray, scale_fn):
'this operation is in-place: the data is a buffer, output may be the same as ints'
scale = scale_fn(ints, axis=0)
scale[(scale == 0)] = np.nan
output[...] = (ints / scale) | this operation is in-place: the data is a buffer, output may be the same as ints | msi_zarr_analysis/preprocessing/normalize.py | normalize_chunk | maxime915/msi_zarr_analysis | 0 | python | def normalize_chunk(output: npt.NDArray, ints: npt.NDArray, lengths: npt.NDArray, scale_fn):
scale = scale_fn(ints, axis=0)
scale[(scale == 0)] = np.nan
output[...] = (ints / scale) | def normalize_chunk(output: npt.NDArray, ints: npt.NDArray, lengths: npt.NDArray, scale_fn):
scale = scale_fn(ints, axis=0)
scale[(scale == 0)] = np.nan
output[...] = (ints / scale)<|docstring|>this operation is in-place: the data is a buffer, output may be the same as ints<|endoftext|> |
71a340c9bfa44e80475c9a276f54552cb7bc8606799839878e74bb0cb43d0755 | def createIcnnClosure(inputDim, shapeTuple, lossChoices, Quad=None):
'\n :param shapeTuple: tuple which determines network architecture. 0-th element \n is number of nodes per dense hidden layer (width); 1st element is number of\n dense hidden layers (depth). \n \n :param model_losses: a set of losses for the model\n :return: the compiled model\n '
(modelWidth, modelDepth) = shapeTuple
"\n #Commented this out; this parameter was replaced with 'shapeTuple'\n # which receives its default values at the level of modelFrame script instead of within \n # the createIcnnClosure function. THIS CAN BE DELETED \n \n if (trainableParamBracket == 0):\n modelWidth = 10\n modelDepth = 6\n else:\n # TODO\n modelWidth = 10\n modelDepth = 6\n "
"\n This bool set is determined by model_losses; model_losses is passed as \n an integer from the 'options' parser in main.py \n "
if (lossChoices == 0):
loss_choices = [True, False, False]
elif (lossChoices == 1):
loss_choices = [True, False, True]
elif (lossChoices == 2):
loss_choices = [True, False, True]
loss_weights = [float(x) for x in loss_choices]
model = createModel(inputDim, modelWidth, modelDepth, loss_weights)
return model | :param shapeTuple: tuple which determines network architecture. 0-th element
is number of nodes per dense hidden layer (width); 1st element is number of
dense hidden layers (depth).
:param model_losses: a set of losses for the model
:return: the compiled model | src/IcnnClosure.py | createIcnnClosure | ScSteffen/neuralEntropyComparison | 1 | python | def createIcnnClosure(inputDim, shapeTuple, lossChoices, Quad=None):
'\n :param shapeTuple: tuple which determines network architecture. 0-th element \n is number of nodes per dense hidden layer (width); 1st element is number of\n dense hidden layers (depth). \n \n :param model_losses: a set of losses for the model\n :return: the compiled model\n '
(modelWidth, modelDepth) = shapeTuple
"\n #Commented this out; this parameter was replaced with 'shapeTuple'\n # which receives its default values at the level of modelFrame script instead of within \n # the createIcnnClosure function. THIS CAN BE DELETED \n \n if (trainableParamBracket == 0):\n modelWidth = 10\n modelDepth = 6\n else:\n # TODO\n modelWidth = 10\n modelDepth = 6\n "
"\n This bool set is determined by model_losses; model_losses is passed as \n an integer from the 'options' parser in main.py \n "
if (lossChoices == 0):
loss_choices = [True, False, False]
elif (lossChoices == 1):
loss_choices = [True, False, True]
elif (lossChoices == 2):
loss_choices = [True, False, True]
loss_weights = [float(x) for x in loss_choices]
model = createModel(inputDim, modelWidth, modelDepth, loss_weights)
return model | def createIcnnClosure(inputDim, shapeTuple, lossChoices, Quad=None):
'\n :param shapeTuple: tuple which determines network architecture. 0-th element \n is number of nodes per dense hidden layer (width); 1st element is number of\n dense hidden layers (depth). \n \n :param model_losses: a set of losses for the model\n :return: the compiled model\n '
(modelWidth, modelDepth) = shapeTuple
"\n #Commented this out; this parameter was replaced with 'shapeTuple'\n # which receives its default values at the level of modelFrame script instead of within \n # the createIcnnClosure function. THIS CAN BE DELETED \n \n if (trainableParamBracket == 0):\n modelWidth = 10\n modelDepth = 6\n else:\n # TODO\n modelWidth = 10\n modelDepth = 6\n "
"\n This bool set is determined by model_losses; model_losses is passed as \n an integer from the 'options' parser in main.py \n "
if (lossChoices == 0):
loss_choices = [True, False, False]
elif (lossChoices == 1):
loss_choices = [True, False, True]
elif (lossChoices == 2):
loss_choices = [True, False, True]
loss_weights = [float(x) for x in loss_choices]
model = createModel(inputDim, modelWidth, modelDepth, loss_weights)
return model<|docstring|>:param shapeTuple: tuple which determines network architecture. 0-th element
is number of nodes per dense hidden layer (width); 1st element is number of
dense hidden layers (depth).
:param model_losses: a set of losses for the model
:return: the compiled model<|endoftext|> |
aae768d7786a36966600e688ca57f036b8e0db250a97b8a36d60e88824cd25e2 | def convexLayer(layerInput_z: Tensor, netInput_x: Tensor, layerIdx=0) -> Tensor:
"\n WAP 14/4/21: Is this python? I've never used : for binding variable type to argument\n or -> assignment opearator. These Cpp shortcuts work?\n "
weightedNonNegSum_z = keras.layers.Dense(layerDim, kernel_constraint=keras.constraints.NonNeg(), activation=None, kernel_initializer=keras.initializers.RandomNormal(mean=0.0, stddev=hidden_stddev), use_bias=True, bias_initializer='zeros', name=('non_neg_component_' + str(layerIdx)))(layerInput_z)
weightedSum_x = keras.layers.Dense(layerDim, activation=None, kernel_initializer=keras.initializers.RandomNormal(mean=0.0, stddev=hidden_stddev), use_bias=False, name=('dense_component_' + str(layerIdx)))(netInput_x)
intermediateSum = keras.layers.Add(name=('add_component_' + str(layerIdx)))([weightedSum_x, weightedNonNegSum_z])
out = tf.keras.activations.softplus(intermediateSum)
return out | WAP 14/4/21: Is this python? I've never used : for binding variable type to argument
or -> assignment opearator. These Cpp shortcuts work? | src/IcnnClosure.py | convexLayer | ScSteffen/neuralEntropyComparison | 1 | python | def convexLayer(layerInput_z: Tensor, netInput_x: Tensor, layerIdx=0) -> Tensor:
"\n WAP 14/4/21: Is this python? I've never used : for binding variable type to argument\n or -> assignment opearator. These Cpp shortcuts work?\n "
weightedNonNegSum_z = keras.layers.Dense(layerDim, kernel_constraint=keras.constraints.NonNeg(), activation=None, kernel_initializer=keras.initializers.RandomNormal(mean=0.0, stddev=hidden_stddev), use_bias=True, bias_initializer='zeros', name=('non_neg_component_' + str(layerIdx)))(layerInput_z)
weightedSum_x = keras.layers.Dense(layerDim, activation=None, kernel_initializer=keras.initializers.RandomNormal(mean=0.0, stddev=hidden_stddev), use_bias=False, name=('dense_component_' + str(layerIdx)))(netInput_x)
intermediateSum = keras.layers.Add(name=('add_component_' + str(layerIdx)))([weightedSum_x, weightedNonNegSum_z])
out = tf.keras.activations.softplus(intermediateSum)
return out | def convexLayer(layerInput_z: Tensor, netInput_x: Tensor, layerIdx=0) -> Tensor:
"\n WAP 14/4/21: Is this python? I've never used : for binding variable type to argument\n or -> assignment opearator. These Cpp shortcuts work?\n "
weightedNonNegSum_z = keras.layers.Dense(layerDim, kernel_constraint=keras.constraints.NonNeg(), activation=None, kernel_initializer=keras.initializers.RandomNormal(mean=0.0, stddev=hidden_stddev), use_bias=True, bias_initializer='zeros', name=('non_neg_component_' + str(layerIdx)))(layerInput_z)
weightedSum_x = keras.layers.Dense(layerDim, activation=None, kernel_initializer=keras.initializers.RandomNormal(mean=0.0, stddev=hidden_stddev), use_bias=False, name=('dense_component_' + str(layerIdx)))(netInput_x)
intermediateSum = keras.layers.Add(name=('add_component_' + str(layerIdx)))([weightedSum_x, weightedNonNegSum_z])
out = tf.keras.activations.softplus(intermediateSum)
return out<|docstring|>WAP 14/4/21: Is this python? I've never used : for binding variable type to argument
or -> assignment opearator. These Cpp shortcuts work?<|endoftext|> |
754a4489b574d92923721e355818169e3eec4f18aabbffa8d5a9482d1426929d | def call(self, x, training=False):
'\n Defines the sobolev execution\n '
with tf.GradientTape() as grad_tape:
grad_tape.watch(x)
h = self.coreModel(x)
alpha = grad_tape.gradient(h, x)
return [h, alpha, alpha] | Defines the sobolev execution | src/IcnnClosure.py | call | ScSteffen/neuralEntropyComparison | 1 | python | def call(self, x, training=False):
'\n \n '
with tf.GradientTape() as grad_tape:
grad_tape.watch(x)
h = self.coreModel(x)
alpha = grad_tape.gradient(h, x)
return [h, alpha, alpha] | def call(self, x, training=False):
'\n \n '
with tf.GradientTape() as grad_tape:
grad_tape.watch(x)
h = self.coreModel(x)
alpha = grad_tape.gradient(h, x)
return [h, alpha, alpha]<|docstring|>Defines the sobolev execution<|endoftext|> |
6567799e503d8e742ba8aaf239b787cfd349620ff5ac9ac8d1a3d1784da8f567 | def reconstruct_alpha(self, alpha):
'\n brief: Reconstructs alpha_0 and then concats alpha_0 to alpha_1,... , from alpha1,...\n Only works for maxwell Boltzmann entropy so far.\n nS = batchSize\n N = basisSize\n nq = number of quadPts\n\n input: alpha, dims = (nS x N-1)\n m , dims = (N x nq)\n w , dims = nq\n returns alpha_complete = [alpha_0,alpha], dim = (nS x N), where alpha_0 = - ln(<exp(alpha*m)>)\n '
tmp = tf.math.exp(tf.tensordot(alpha, self.momentBasis[(1:, :)], axes=([1], [0])))
alpha_0 = (- tf.math.log(tf.tensordot(tmp, self.quadWeights, axes=([1], [1]))))
return tf.concat([alpha_0, alpha], axis=1) | brief: Reconstructs alpha_0 and then concats alpha_0 to alpha_1,... , from alpha1,...
Only works for maxwell Boltzmann entropy so far.
nS = batchSize
N = basisSize
nq = number of quadPts
input: alpha, dims = (nS x N-1)
m , dims = (N x nq)
w , dims = nq
returns alpha_complete = [alpha_0,alpha], dim = (nS x N), where alpha_0 = - ln(<exp(alpha*m)>) | src/IcnnClosure.py | reconstruct_alpha | ScSteffen/neuralEntropyComparison | 1 | python | def reconstruct_alpha(self, alpha):
'\n brief: Reconstructs alpha_0 and then concats alpha_0 to alpha_1,... , from alpha1,...\n Only works for maxwell Boltzmann entropy so far.\n nS = batchSize\n N = basisSize\n nq = number of quadPts\n\n input: alpha, dims = (nS x N-1)\n m , dims = (N x nq)\n w , dims = nq\n returns alpha_complete = [alpha_0,alpha], dim = (nS x N), where alpha_0 = - ln(<exp(alpha*m)>)\n '
tmp = tf.math.exp(tf.tensordot(alpha, self.momentBasis[(1:, :)], axes=([1], [0])))
alpha_0 = (- tf.math.log(tf.tensordot(tmp, self.quadWeights, axes=([1], [1]))))
return tf.concat([alpha_0, alpha], axis=1) | def reconstruct_alpha(self, alpha):
'\n brief: Reconstructs alpha_0 and then concats alpha_0 to alpha_1,... , from alpha1,...\n Only works for maxwell Boltzmann entropy so far.\n nS = batchSize\n N = basisSize\n nq = number of quadPts\n\n input: alpha, dims = (nS x N-1)\n m , dims = (N x nq)\n w , dims = nq\n returns alpha_complete = [alpha_0,alpha], dim = (nS x N), where alpha_0 = - ln(<exp(alpha*m)>)\n '
tmp = tf.math.exp(tf.tensordot(alpha, self.momentBasis[(1:, :)], axes=([1], [0])))
alpha_0 = (- tf.math.log(tf.tensordot(tmp, self.quadWeights, axes=([1], [1]))))
return tf.concat([alpha_0, alpha], axis=1)<|docstring|>brief: Reconstructs alpha_0 and then concats alpha_0 to alpha_1,... , from alpha1,...
Only works for maxwell Boltzmann entropy so far.
nS = batchSize
N = basisSize
nq = number of quadPts
input: alpha, dims = (nS x N-1)
m , dims = (N x nq)
w , dims = nq
returns alpha_complete = [alpha_0,alpha], dim = (nS x N), where alpha_0 = - ln(<exp(alpha*m)>)<|endoftext|> |
ac66ba0b6857db235b7a70c1ef1db56b3385248a2a28286570b3380588474caf | def reconstruct_u(self, alpha):
"\n brief: reconstructs u from alpha\n nS = batchSize\n N = basisSize\n nq = number of quadPts\n\n input: alpha, dims = (nS x N)\n m , dims = (N x nq)\n w , dims = nq\n returns u = <m*eta_*'(alpha*m)>, dim = (nS x N)\n "
f_quad = tf.math.exp(tf.tensordot(alpha, self.momentBasis, axes=([1], [0])))
tmp = tf.math.multiply(f_quad, self.quadWeights)
return tf.tensordot(tmp, self.momentBasis[(:, :)], axes=([1], [1])) | brief: reconstructs u from alpha
nS = batchSize
N = basisSize
nq = number of quadPts
input: alpha, dims = (nS x N)
m , dims = (N x nq)
w , dims = nq
returns u = <m*eta_*'(alpha*m)>, dim = (nS x N) | src/IcnnClosure.py | reconstruct_u | ScSteffen/neuralEntropyComparison | 1 | python | def reconstruct_u(self, alpha):
"\n brief: reconstructs u from alpha\n nS = batchSize\n N = basisSize\n nq = number of quadPts\n\n input: alpha, dims = (nS x N)\n m , dims = (N x nq)\n w , dims = nq\n returns u = <m*eta_*'(alpha*m)>, dim = (nS x N)\n "
f_quad = tf.math.exp(tf.tensordot(alpha, self.momentBasis, axes=([1], [0])))
tmp = tf.math.multiply(f_quad, self.quadWeights)
return tf.tensordot(tmp, self.momentBasis[(:, :)], axes=([1], [1])) | def reconstruct_u(self, alpha):
"\n brief: reconstructs u from alpha\n nS = batchSize\n N = basisSize\n nq = number of quadPts\n\n input: alpha, dims = (nS x N)\n m , dims = (N x nq)\n w , dims = nq\n returns u = <m*eta_*'(alpha*m)>, dim = (nS x N)\n "
f_quad = tf.math.exp(tf.tensordot(alpha, self.momentBasis, axes=([1], [0])))
tmp = tf.math.multiply(f_quad, self.quadWeights)
return tf.tensordot(tmp, self.momentBasis[(:, :)], axes=([1], [1]))<|docstring|>brief: reconstructs u from alpha
nS = batchSize
N = basisSize
nq = number of quadPts
input: alpha, dims = (nS x N)
m , dims = (N x nq)
w , dims = nq
returns u = <m*eta_*'(alpha*m)>, dim = (nS x N)<|endoftext|> |
d0d763bd07834a5e7da917653cf093185ee604d807fad5133695d99050302d16 | def __init__(self, project_id, user_id, service, extra_target_data=None):
'Initialization of Policy Authority class.\n\n Validates whether a test role can perform a policy action by querying\n ``oslo.policy`` with necessary test data.\n\n If a policy file does not exist, checks whether the policy file is\n registered as a namespace under "oslo.policy.policies". Nova, for\n example, doesn\'t use a policy file by default; its policies are\n implemented in code and registered as "nova" under\n "oslo.policy.policies".\n\n If the policy file is not found in either code or in a policy file,\n then an exception is raised.\n\n Additionally, if a custom policy file exists along with the default\n policy in code implementation, the custom policy is prioritized.\n\n :param uuid project_id: project_id of object performing API call\n :param uuid user_id: user_id of object performing API call\n :param string service: service of the policy file\n :param dict extra_target_data: dictionary containing additional object\n data needed by oslo.policy to validate generic checks\n\n Example:\n\n .. code-block:: python\n\n # Below is the default policy implementation in code, defined in\n # a service like Nova.\n test_policies = [\n policy.DocumentedRuleDefault(\n \'service:test_rule\',\n base.RULE_ADMIN_OR_OWNER,\n "This is a description for a test policy",\n [\n {\n \'method\': \'POST\',\n \'path\': \'/path/to/test/resource\'\n }\n ]),\n \'service:another_test_rule\',\n base.RULE_ADMIN_OR_OWNER,\n "This is a description for another test policy",\n [\n {\n \'method\': \'GET\',\n \'path\': \'/path/to/test/resource\'\n }\n ]),\n ]\n\n .. code-block:: yaml\n\n # Below is the custom override of the default policy in a YAML\n # policy file. Note that the default rule is "rule:admin_or_owner"\n # and the custom rule is "rule:admin_api". The `PolicyAuthority`\n # class will use the "rule:admin_api" definition for this policy\n # action.\n "service:test_rule" : "rule:admin_api"\n\n # Note below that no override is provided for\n # "service:another_test_rule", which means that the default policy\n # rule is used: "rule:admin_or_owner".\n '
if (extra_target_data is None):
extra_target_data = {}
self.service = self.validate_service(service)
if CONF.patrole.custom_policy_files:
self.discover_policy_files()
self.rules = policy.Rules.load(self._get_policy_data(), 'default')
self.project_id = project_id
self.user_id = user_id
self.extra_target_data = extra_target_data | Initialization of Policy Authority class.
Validates whether a test role can perform a policy action by querying
``oslo.policy`` with necessary test data.
If a policy file does not exist, checks whether the policy file is
registered as a namespace under "oslo.policy.policies". Nova, for
example, doesn't use a policy file by default; its policies are
implemented in code and registered as "nova" under
"oslo.policy.policies".
If the policy file is not found in either code or in a policy file,
then an exception is raised.
Additionally, if a custom policy file exists along with the default
policy in code implementation, the custom policy is prioritized.
:param uuid project_id: project_id of object performing API call
:param uuid user_id: user_id of object performing API call
:param string service: service of the policy file
:param dict extra_target_data: dictionary containing additional object
data needed by oslo.policy to validate generic checks
Example:
.. code-block:: python
# Below is the default policy implementation in code, defined in
# a service like Nova.
test_policies = [
policy.DocumentedRuleDefault(
'service:test_rule',
base.RULE_ADMIN_OR_OWNER,
"This is a description for a test policy",
[
{
'method': 'POST',
'path': '/path/to/test/resource'
}
]),
'service:another_test_rule',
base.RULE_ADMIN_OR_OWNER,
"This is a description for another test policy",
[
{
'method': 'GET',
'path': '/path/to/test/resource'
}
]),
]
.. code-block:: yaml
# Below is the custom override of the default policy in a YAML
# policy file. Note that the default rule is "rule:admin_or_owner"
# and the custom rule is "rule:admin_api". The `PolicyAuthority`
# class will use the "rule:admin_api" definition for this policy
# action.
"service:test_rule" : "rule:admin_api"
# Note below that no override is provided for
# "service:another_test_rule", which means that the default policy
# rule is used: "rule:admin_or_owner". | patrole_tempest_plugin/policy_authority.py | __init__ | Vegasq/patrole | 0 | python | def __init__(self, project_id, user_id, service, extra_target_data=None):
'Initialization of Policy Authority class.\n\n Validates whether a test role can perform a policy action by querying\n ``oslo.policy`` with necessary test data.\n\n If a policy file does not exist, checks whether the policy file is\n registered as a namespace under "oslo.policy.policies". Nova, for\n example, doesn\'t use a policy file by default; its policies are\n implemented in code and registered as "nova" under\n "oslo.policy.policies".\n\n If the policy file is not found in either code or in a policy file,\n then an exception is raised.\n\n Additionally, if a custom policy file exists along with the default\n policy in code implementation, the custom policy is prioritized.\n\n :param uuid project_id: project_id of object performing API call\n :param uuid user_id: user_id of object performing API call\n :param string service: service of the policy file\n :param dict extra_target_data: dictionary containing additional object\n data needed by oslo.policy to validate generic checks\n\n Example:\n\n .. code-block:: python\n\n # Below is the default policy implementation in code, defined in\n # a service like Nova.\n test_policies = [\n policy.DocumentedRuleDefault(\n \'service:test_rule\',\n base.RULE_ADMIN_OR_OWNER,\n "This is a description for a test policy",\n [\n {\n \'method\': \'POST\',\n \'path\': \'/path/to/test/resource\'\n }\n ]),\n \'service:another_test_rule\',\n base.RULE_ADMIN_OR_OWNER,\n "This is a description for another test policy",\n [\n {\n \'method\': \'GET\',\n \'path\': \'/path/to/test/resource\'\n }\n ]),\n ]\n\n .. code-block:: yaml\n\n # Below is the custom override of the default policy in a YAML\n # policy file. Note that the default rule is "rule:admin_or_owner"\n # and the custom rule is "rule:admin_api". The `PolicyAuthority`\n # class will use the "rule:admin_api" definition for this policy\n # action.\n "service:test_rule" : "rule:admin_api"\n\n # Note below that no override is provided for\n # "service:another_test_rule", which means that the default policy\n # rule is used: "rule:admin_or_owner".\n '
if (extra_target_data is None):
extra_target_data = {}
self.service = self.validate_service(service)
if CONF.patrole.custom_policy_files:
self.discover_policy_files()
self.rules = policy.Rules.load(self._get_policy_data(), 'default')
self.project_id = project_id
self.user_id = user_id
self.extra_target_data = extra_target_data | def __init__(self, project_id, user_id, service, extra_target_data=None):
'Initialization of Policy Authority class.\n\n Validates whether a test role can perform a policy action by querying\n ``oslo.policy`` with necessary test data.\n\n If a policy file does not exist, checks whether the policy file is\n registered as a namespace under "oslo.policy.policies". Nova, for\n example, doesn\'t use a policy file by default; its policies are\n implemented in code and registered as "nova" under\n "oslo.policy.policies".\n\n If the policy file is not found in either code or in a policy file,\n then an exception is raised.\n\n Additionally, if a custom policy file exists along with the default\n policy in code implementation, the custom policy is prioritized.\n\n :param uuid project_id: project_id of object performing API call\n :param uuid user_id: user_id of object performing API call\n :param string service: service of the policy file\n :param dict extra_target_data: dictionary containing additional object\n data needed by oslo.policy to validate generic checks\n\n Example:\n\n .. code-block:: python\n\n # Below is the default policy implementation in code, defined in\n # a service like Nova.\n test_policies = [\n policy.DocumentedRuleDefault(\n \'service:test_rule\',\n base.RULE_ADMIN_OR_OWNER,\n "This is a description for a test policy",\n [\n {\n \'method\': \'POST\',\n \'path\': \'/path/to/test/resource\'\n }\n ]),\n \'service:another_test_rule\',\n base.RULE_ADMIN_OR_OWNER,\n "This is a description for another test policy",\n [\n {\n \'method\': \'GET\',\n \'path\': \'/path/to/test/resource\'\n }\n ]),\n ]\n\n .. code-block:: yaml\n\n # Below is the custom override of the default policy in a YAML\n # policy file. Note that the default rule is "rule:admin_or_owner"\n # and the custom rule is "rule:admin_api". The `PolicyAuthority`\n # class will use the "rule:admin_api" definition for this policy\n # action.\n "service:test_rule" : "rule:admin_api"\n\n # Note below that no override is provided for\n # "service:another_test_rule", which means that the default policy\n # rule is used: "rule:admin_or_owner".\n '
if (extra_target_data is None):
extra_target_data = {}
self.service = self.validate_service(service)
if CONF.patrole.custom_policy_files:
self.discover_policy_files()
self.rules = policy.Rules.load(self._get_policy_data(), 'default')
self.project_id = project_id
self.user_id = user_id
self.extra_target_data = extra_target_data<|docstring|>Initialization of Policy Authority class.
Validates whether a test role can perform a policy action by querying
``oslo.policy`` with necessary test data.
If a policy file does not exist, checks whether the policy file is
registered as a namespace under "oslo.policy.policies". Nova, for
example, doesn't use a policy file by default; its policies are
implemented in code and registered as "nova" under
"oslo.policy.policies".
If the policy file is not found in either code or in a policy file,
then an exception is raised.
Additionally, if a custom policy file exists along with the default
policy in code implementation, the custom policy is prioritized.
:param uuid project_id: project_id of object performing API call
:param uuid user_id: user_id of object performing API call
:param string service: service of the policy file
:param dict extra_target_data: dictionary containing additional object
data needed by oslo.policy to validate generic checks
Example:
.. code-block:: python
# Below is the default policy implementation in code, defined in
# a service like Nova.
test_policies = [
policy.DocumentedRuleDefault(
'service:test_rule',
base.RULE_ADMIN_OR_OWNER,
"This is a description for a test policy",
[
{
'method': 'POST',
'path': '/path/to/test/resource'
}
]),
'service:another_test_rule',
base.RULE_ADMIN_OR_OWNER,
"This is a description for another test policy",
[
{
'method': 'GET',
'path': '/path/to/test/resource'
}
]),
]
.. code-block:: yaml
# Below is the custom override of the default policy in a YAML
# policy file. Note that the default rule is "rule:admin_or_owner"
# and the custom rule is "rule:admin_api". The `PolicyAuthority`
# class will use the "rule:admin_api" definition for this policy
# action.
"service:test_rule" : "rule:admin_api"
# Note below that no override is provided for
# "service:another_test_rule", which means that the default policy
# rule is used: "rule:admin_or_owner".<|endoftext|> |
d323a8f263e95b6688fbed9c2fb6fd99500cf7eef718c46c44b957863b7cb122 | @classmethod
def validate_service(cls, service):
'Validate whether the service passed to ``__init__`` exists.'
service = (service.lower().strip() if service else None)
if (not hasattr(cls, 'available_services')):
admin_mgr = clients.Manager(credentials.get_configured_admin_credentials())
services_client = (admin_mgr.identity_services_v3_client if CONF.identity_feature_enabled.api_v3 else admin_mgr.identity_services_client)
services = services_client.list_services()['services']
cls.available_services = [s['name'] for s in services]
if ((not service) or (service not in cls.available_services)):
LOG.debug('%s is NOT a valid service.', service)
raise rbac_exceptions.RbacInvalidServiceException(('%s is NOT a valid service.' % service))
return service | Validate whether the service passed to ``__init__`` exists. | patrole_tempest_plugin/policy_authority.py | validate_service | Vegasq/patrole | 0 | python | @classmethod
def validate_service(cls, service):
service = (service.lower().strip() if service else None)
if (not hasattr(cls, 'available_services')):
admin_mgr = clients.Manager(credentials.get_configured_admin_credentials())
services_client = (admin_mgr.identity_services_v3_client if CONF.identity_feature_enabled.api_v3 else admin_mgr.identity_services_client)
services = services_client.list_services()['services']
cls.available_services = [s['name'] for s in services]
if ((not service) or (service not in cls.available_services)):
LOG.debug('%s is NOT a valid service.', service)
raise rbac_exceptions.RbacInvalidServiceException(('%s is NOT a valid service.' % service))
return service | @classmethod
def validate_service(cls, service):
service = (service.lower().strip() if service else None)
if (not hasattr(cls, 'available_services')):
admin_mgr = clients.Manager(credentials.get_configured_admin_credentials())
services_client = (admin_mgr.identity_services_v3_client if CONF.identity_feature_enabled.api_v3 else admin_mgr.identity_services_client)
services = services_client.list_services()['services']
cls.available_services = [s['name'] for s in services]
if ((not service) or (service not in cls.available_services)):
LOG.debug('%s is NOT a valid service.', service)
raise rbac_exceptions.RbacInvalidServiceException(('%s is NOT a valid service.' % service))
return service<|docstring|>Validate whether the service passed to ``__init__`` exists.<|endoftext|> |
f34ce76e7045b954f1ca3b7a3d75cee508b12e4162a48681b93f2ce4bcdc2c0a | @classmethod
def discover_policy_files(cls):
'Dynamically discover the policy file for each service in\n ``cls.available_services``. Pick all candidate paths found\n out of the potential paths in ``[patrole] custom_policy_files``.\n '
if (not hasattr(cls, 'policy_files')):
cls.policy_files = collections.defaultdict(list)
for service in cls.available_services:
for candidate_path in CONF.patrole.custom_policy_files:
path = (candidate_path % service)
for filename in glob.iglob(path):
if os.path.isfile(filename):
cls.policy_files[service].append(filename) | Dynamically discover the policy file for each service in
``cls.available_services``. Pick all candidate paths found
out of the potential paths in ``[patrole] custom_policy_files``. | patrole_tempest_plugin/policy_authority.py | discover_policy_files | Vegasq/patrole | 0 | python | @classmethod
def discover_policy_files(cls):
'Dynamically discover the policy file for each service in\n ``cls.available_services``. Pick all candidate paths found\n out of the potential paths in ``[patrole] custom_policy_files``.\n '
if (not hasattr(cls, 'policy_files')):
cls.policy_files = collections.defaultdict(list)
for service in cls.available_services:
for candidate_path in CONF.patrole.custom_policy_files:
path = (candidate_path % service)
for filename in glob.iglob(path):
if os.path.isfile(filename):
cls.policy_files[service].append(filename) | @classmethod
def discover_policy_files(cls):
'Dynamically discover the policy file for each service in\n ``cls.available_services``. Pick all candidate paths found\n out of the potential paths in ``[patrole] custom_policy_files``.\n '
if (not hasattr(cls, 'policy_files')):
cls.policy_files = collections.defaultdict(list)
for service in cls.available_services:
for candidate_path in CONF.patrole.custom_policy_files:
path = (candidate_path % service)
for filename in glob.iglob(path):
if os.path.isfile(filename):
cls.policy_files[service].append(filename)<|docstring|>Dynamically discover the policy file for each service in
``cls.available_services``. Pick all candidate paths found
out of the potential paths in ``[patrole] custom_policy_files``.<|endoftext|> |
10e4556747e7851166612bae85577ec6490cc862e5c57cf9dae7e21dca4c807c | def allowed(self, rule_name, role):
'Checks if a given rule in a policy is allowed with given role.\n\n :param string rule_name: Policy name to pass to``oslo.policy``.\n :param string role: Role to validate for authorization.\n :raises RbacParsingException: If ``rule_name`` does not exist in the\n cloud (in policy file or among registered in-code policy defaults).\n '
is_admin_context = self._is_admin_context(role)
is_allowed = self._allowed(access=self._get_access_token(role), apply_rule=rule_name, is_admin=is_admin_context)
return is_allowed | Checks if a given rule in a policy is allowed with given role.
:param string rule_name: Policy name to pass to``oslo.policy``.
:param string role: Role to validate for authorization.
:raises RbacParsingException: If ``rule_name`` does not exist in the
cloud (in policy file or among registered in-code policy defaults). | patrole_tempest_plugin/policy_authority.py | allowed | Vegasq/patrole | 0 | python | def allowed(self, rule_name, role):
'Checks if a given rule in a policy is allowed with given role.\n\n :param string rule_name: Policy name to pass to``oslo.policy``.\n :param string role: Role to validate for authorization.\n :raises RbacParsingException: If ``rule_name`` does not exist in the\n cloud (in policy file or among registered in-code policy defaults).\n '
is_admin_context = self._is_admin_context(role)
is_allowed = self._allowed(access=self._get_access_token(role), apply_rule=rule_name, is_admin=is_admin_context)
return is_allowed | def allowed(self, rule_name, role):
'Checks if a given rule in a policy is allowed with given role.\n\n :param string rule_name: Policy name to pass to``oslo.policy``.\n :param string role: Role to validate for authorization.\n :raises RbacParsingException: If ``rule_name`` does not exist in the\n cloud (in policy file or among registered in-code policy defaults).\n '
is_admin_context = self._is_admin_context(role)
is_allowed = self._allowed(access=self._get_access_token(role), apply_rule=rule_name, is_admin=is_admin_context)
return is_allowed<|docstring|>Checks if a given rule in a policy is allowed with given role.
:param string rule_name: Policy name to pass to``oslo.policy``.
:param string role: Role to validate for authorization.
:raises RbacParsingException: If ``rule_name`` does not exist in the
cloud (in policy file or among registered in-code policy defaults).<|endoftext|> |
562706eb1af4b5ba877c42bacb1c4e473f20a076b6ebcf465291d01da199181f | def _is_admin_context(self, role):
'Checks whether a role has admin context.\n\n If context_is_admin is contained in the policy file, then checks\n whether the given role is contained in context_is_admin. If it is not\n in the policy file, then default to context_is_admin: admin.\n '
if ('context_is_admin' in self.rules.keys()):
return self._allowed(access=self._get_access_token(role), apply_rule='context_is_admin')
return (role == CONF.identity.admin_role) | Checks whether a role has admin context.
If context_is_admin is contained in the policy file, then checks
whether the given role is contained in context_is_admin. If it is not
in the policy file, then default to context_is_admin: admin. | patrole_tempest_plugin/policy_authority.py | _is_admin_context | Vegasq/patrole | 0 | python | def _is_admin_context(self, role):
'Checks whether a role has admin context.\n\n If context_is_admin is contained in the policy file, then checks\n whether the given role is contained in context_is_admin. If it is not\n in the policy file, then default to context_is_admin: admin.\n '
if ('context_is_admin' in self.rules.keys()):
return self._allowed(access=self._get_access_token(role), apply_rule='context_is_admin')
return (role == CONF.identity.admin_role) | def _is_admin_context(self, role):
'Checks whether a role has admin context.\n\n If context_is_admin is contained in the policy file, then checks\n whether the given role is contained in context_is_admin. If it is not\n in the policy file, then default to context_is_admin: admin.\n '
if ('context_is_admin' in self.rules.keys()):
return self._allowed(access=self._get_access_token(role), apply_rule='context_is_admin')
return (role == CONF.identity.admin_role)<|docstring|>Checks whether a role has admin context.
If context_is_admin is contained in the policy file, then checks
whether the given role is contained in context_is_admin. If it is not
in the policy file, then default to context_is_admin: admin.<|endoftext|> |
0f2d095eafee647e7a25a8a05688dfadc706f7f5229063341c3c62c1c29fc5c2 | def _allowed(self, access, apply_rule, is_admin=False):
'Checks if a given rule in a policy is allowed with given ``access``.\n\n :param dict access: Dictionary from ``_get_access_token``.\n :param string apply_rule: Rule to be checked using ``oslo.policy``.\n :param bool is_admin: Whether admin context is used.\n '
access_data = copy.copy(access['token'])
access_data['roles'] = [role['name'] for role in access_data['roles']]
access_data['is_admin'] = is_admin
access_data['is_admin_project'] = True
class Object(object):
pass
o = Object()
o.rules = self.rules
target = {'project_id': access_data['project_id'], 'tenant_id': access_data['project_id'], 'network:tenant_id': access_data['project_id'], 'user_id': access_data['user_id']}
if self.extra_target_data:
target.update(self.extra_target_data)
result = self._try_rule(apply_rule, target, access_data, o)
return result | Checks if a given rule in a policy is allowed with given ``access``.
:param dict access: Dictionary from ``_get_access_token``.
:param string apply_rule: Rule to be checked using ``oslo.policy``.
:param bool is_admin: Whether admin context is used. | patrole_tempest_plugin/policy_authority.py | _allowed | Vegasq/patrole | 0 | python | def _allowed(self, access, apply_rule, is_admin=False):
'Checks if a given rule in a policy is allowed with given ``access``.\n\n :param dict access: Dictionary from ``_get_access_token``.\n :param string apply_rule: Rule to be checked using ``oslo.policy``.\n :param bool is_admin: Whether admin context is used.\n '
access_data = copy.copy(access['token'])
access_data['roles'] = [role['name'] for role in access_data['roles']]
access_data['is_admin'] = is_admin
access_data['is_admin_project'] = True
class Object(object):
pass
o = Object()
o.rules = self.rules
target = {'project_id': access_data['project_id'], 'tenant_id': access_data['project_id'], 'network:tenant_id': access_data['project_id'], 'user_id': access_data['user_id']}
if self.extra_target_data:
target.update(self.extra_target_data)
result = self._try_rule(apply_rule, target, access_data, o)
return result | def _allowed(self, access, apply_rule, is_admin=False):
'Checks if a given rule in a policy is allowed with given ``access``.\n\n :param dict access: Dictionary from ``_get_access_token``.\n :param string apply_rule: Rule to be checked using ``oslo.policy``.\n :param bool is_admin: Whether admin context is used.\n '
access_data = copy.copy(access['token'])
access_data['roles'] = [role['name'] for role in access_data['roles']]
access_data['is_admin'] = is_admin
access_data['is_admin_project'] = True
class Object(object):
pass
o = Object()
o.rules = self.rules
target = {'project_id': access_data['project_id'], 'tenant_id': access_data['project_id'], 'network:tenant_id': access_data['project_id'], 'user_id': access_data['user_id']}
if self.extra_target_data:
target.update(self.extra_target_data)
result = self._try_rule(apply_rule, target, access_data, o)
return result<|docstring|>Checks if a given rule in a policy is allowed with given ``access``.
:param dict access: Dictionary from ``_get_access_token``.
:param string apply_rule: Rule to be checked using ``oslo.policy``.
:param bool is_admin: Whether admin context is used.<|endoftext|> |
cea29626eab1471fcbfdfc580d613ed1ecea3da798ad71e54595f7292953ff2a | def allPossibleFBT(self, N):
'\n :type N: int\n :rtype: List[TreeNode]\n '
if ((N % 2) == 0):
return []
if (N not in self.__memo):
result = []
for i in xrange(N):
for left in self.allPossibleFBT(i):
for right in self.allPossibleFBT(((N - 1) - i)):
node = TreeNode(0)
node.left = left
node.right = right
result.append(node)
self.__memo[N] = result
return self.__memo[N] | :type N: int
:rtype: List[TreeNode] | Python/all-possible-full-binary-trees.py | allPossibleFBT | cshu/LeetCode | 9 | python | def allPossibleFBT(self, N):
'\n :type N: int\n :rtype: List[TreeNode]\n '
if ((N % 2) == 0):
return []
if (N not in self.__memo):
result = []
for i in xrange(N):
for left in self.allPossibleFBT(i):
for right in self.allPossibleFBT(((N - 1) - i)):
node = TreeNode(0)
node.left = left
node.right = right
result.append(node)
self.__memo[N] = result
return self.__memo[N] | def allPossibleFBT(self, N):
'\n :type N: int\n :rtype: List[TreeNode]\n '
if ((N % 2) == 0):
return []
if (N not in self.__memo):
result = []
for i in xrange(N):
for left in self.allPossibleFBT(i):
for right in self.allPossibleFBT(((N - 1) - i)):
node = TreeNode(0)
node.left = left
node.right = right
result.append(node)
self.__memo[N] = result
return self.__memo[N]<|docstring|>:type N: int
:rtype: List[TreeNode]<|endoftext|> |
f310c6621a288a6ff7b4a372b7120f39881a3dfffa893ebb034e846af8fe6eb0 | def dumps(data, *args, **kwargs):
'Dump data to json'
def handler(obj):
'handle unsupported types converters'
if isinstance(obj, Decimal):
return str(obj)
else:
msg = 'Object of type %s with value %s is not JSON serializable.'
raise TypeError((msg % (type(obj), repr(obj))))
return json.dumps(data, *args, default=handler, **kwargs) | Dump data to json | zoom/charts/pivot.py | dumps | murtazahassaniq21/zoom | 8 | python | def dumps(data, *args, **kwargs):
def handler(obj):
'handle unsupported types converters'
if isinstance(obj, Decimal):
return str(obj)
else:
msg = 'Object of type %s with value %s is not JSON serializable.'
raise TypeError((msg % (type(obj), repr(obj))))
return json.dumps(data, *args, default=handler, **kwargs) | def dumps(data, *args, **kwargs):
def handler(obj):
'handle unsupported types converters'
if isinstance(obj, Decimal):
return str(obj)
else:
msg = 'Object of type %s with value %s is not JSON serializable.'
raise TypeError((msg % (type(obj), repr(obj))))
return json.dumps(data, *args, default=handler, **kwargs)<|docstring|>Dump data to json<|endoftext|> |
5a13be1fe31508f602b2b09d7e479c9323af8a17c74a60922250fb8b6b0e53c9 | def handler(obj):
'handle unsupported types converters'
if isinstance(obj, Decimal):
return str(obj)
else:
msg = 'Object of type %s with value %s is not JSON serializable.'
raise TypeError((msg % (type(obj), repr(obj)))) | handle unsupported types converters | zoom/charts/pivot.py | handler | murtazahassaniq21/zoom | 8 | python | def handler(obj):
if isinstance(obj, Decimal):
return str(obj)
else:
msg = 'Object of type %s with value %s is not JSON serializable.'
raise TypeError((msg % (type(obj), repr(obj)))) | def handler(obj):
if isinstance(obj, Decimal):
return str(obj)
else:
msg = 'Object of type %s with value %s is not JSON serializable.'
raise TypeError((msg % (type(obj), repr(obj))))<|docstring|>handle unsupported types converters<|endoftext|> |
358f17ee3d883257e8a343842b318daa68a183e978f097e1f5b1ecab76b9ade1 | def prepare_data(self, data):
' Prepare the data for the pivottable library.'
if hasattr(data, 'cursor'):
fields = list((col[0] for col in data.cursor.description))
records = list(data)
data = [dict(zip(fields, row)) for row in records]
for _dict in data:
for (k, v) in _dict.items():
if (v is None):
_dict[k] = 'None'
return dumps(data) | Prepare the data for the pivottable library. | zoom/charts/pivot.py | prepare_data | murtazahassaniq21/zoom | 8 | python | def prepare_data(self, data):
' '
if hasattr(data, 'cursor'):
fields = list((col[0] for col in data.cursor.description))
records = list(data)
data = [dict(zip(fields, row)) for row in records]
for _dict in data:
for (k, v) in _dict.items():
if (v is None):
_dict[k] = 'None'
return dumps(data) | def prepare_data(self, data):
' '
if hasattr(data, 'cursor'):
fields = list((col[0] for col in data.cursor.description))
records = list(data)
data = [dict(zip(fields, row)) for row in records]
for _dict in data:
for (k, v) in _dict.items():
if (v is None):
_dict[k] = 'None'
return dumps(data)<|docstring|>Prepare the data for the pivottable library.<|endoftext|> |
7a51bcbe5878c0d35fb25dc4e288f9ed9eca127adb264c7ba929adfdd743330f | def format(self, chart):
'Format a Chart'
zoom.requires('pivot-table')
return (zoom.Component(("<div class='pivot-table' id='%s'></div>" % chart.selector)) + zoom.DynamicComponent.format(self, chart=chart)) | Format a Chart | zoom/charts/pivot.py | format | murtazahassaniq21/zoom | 8 | python | def format(self, chart):
zoom.requires('pivot-table')
return (zoom.Component(("<div class='pivot-table' id='%s'></div>" % chart.selector)) + zoom.DynamicComponent.format(self, chart=chart)) | def format(self, chart):
zoom.requires('pivot-table')
return (zoom.Component(("<div class='pivot-table' id='%s'></div>" % chart.selector)) + zoom.DynamicComponent.format(self, chart=chart))<|docstring|>Format a Chart<|endoftext|> |
fd6ef0d9e2f3848c75950eb0560531356779cc55e1eda7eb800886e207e5d1e9 | def _url(endpoint: str) -> str:
'Build a URL based on API configuration.'
return ('%s%s' % (api_url(), endpoint)) | Build a URL based on API configuration. | src/vplan/client/client.py | _url | pronovic/vplan | 0 | python | def _url(endpoint: str) -> str:
return ('%s%s' % (api_url(), endpoint)) | def _url(endpoint: str) -> str:
return ('%s%s' % (api_url(), endpoint))<|docstring|>Build a URL based on API configuration.<|endoftext|> |
53fa7621e44c4fd43419c80292de518cfac1ece55ebcf989c4d07e02a027f113 | def _account(endpoint: str='') -> str:
'Build an account URL based on API configuration'
return _url(('/account%s' % endpoint)) | Build an account URL based on API configuration | src/vplan/client/client.py | _account | pronovic/vplan | 0 | python | def _account(endpoint: str=) -> str:
return _url(('/account%s' % endpoint)) | def _account(endpoint: str=) -> str:
return _url(('/account%s' % endpoint))<|docstring|>Build an account URL based on API configuration<|endoftext|> |
824b8d370791c806e6ff1910010a8b7b610f863e797e3fca571649da4f56806b | def _plan(endpoint: str='') -> str:
'Build a plan URL based on API configuration'
return _url(('/plan%s' % endpoint)) | Build a plan URL based on API configuration | src/vplan/client/client.py | _plan | pronovic/vplan | 0 | python | def _plan(endpoint: str=) -> str:
return _url(('/plan%s' % endpoint)) | def _plan(endpoint: str=) -> str:
return _url(('/plan%s' % endpoint))<|docstring|>Build a plan URL based on API configuration<|endoftext|> |
9984a71242cb350511c00499830dab353f0ca66ba1e353cc3d8be5f885ede891 | def _raise_for_status(response: Response) -> None:
'Check response status, raising ClickException for errors'
try:
response.raise_for_status()
except HTTPError as e:
raise click.ClickException(('%s' % e)) from e | Check response status, raising ClickException for errors | src/vplan/client/client.py | _raise_for_status | pronovic/vplan | 0 | python | def _raise_for_status(response: Response) -> None:
try:
response.raise_for_status()
except HTTPError as e:
raise click.ClickException(('%s' % e)) from e | def _raise_for_status(response: Response) -> None:
try:
response.raise_for_status()
except HTTPError as e:
raise click.ClickException(('%s' % e)) from e<|docstring|>Check response status, raising ClickException for errors<|endoftext|> |
188fb875ab0a1efe0f099139531cc8d021206ef1d232c43c94708e7c044a1ef5 | def retrieve_health() -> bool:
'Check whether the API server is healthy.'
url = _url('/health')
try:
response = requests.get(url=url, timeout=1)
response.raise_for_status()
return True
except:
return False | Check whether the API server is healthy. | src/vplan/client/client.py | retrieve_health | pronovic/vplan | 0 | python | def retrieve_health() -> bool:
url = _url('/health')
try:
response = requests.get(url=url, timeout=1)
response.raise_for_status()
return True
except:
return False | def retrieve_health() -> bool:
url = _url('/health')
try:
response = requests.get(url=url, timeout=1)
response.raise_for_status()
return True
except:
return False<|docstring|>Check whether the API server is healthy.<|endoftext|> |
12d0d63c677239119b6cb17ac7f5e010b0dd35b414b7768f0161b59e9f0bdee4 | def retrieve_version() -> Optional[Version]:
'Retrieve version information from the API server.'
url = _url('/version')
try:
response = requests.get(url=url, timeout=1)
response.raise_for_status()
return Version.parse_raw(response.text)
except:
return None | Retrieve version information from the API server. | src/vplan/client/client.py | retrieve_version | pronovic/vplan | 0 | python | def retrieve_version() -> Optional[Version]:
url = _url('/version')
try:
response = requests.get(url=url, timeout=1)
response.raise_for_status()
return Version.parse_raw(response.text)
except:
return None | def retrieve_version() -> Optional[Version]:
url = _url('/version')
try:
response = requests.get(url=url, timeout=1)
response.raise_for_status()
return Version.parse_raw(response.text)
except:
return None<|docstring|>Retrieve version information from the API server.<|endoftext|> |
e131d98c640529beacc7d0c7f7272a13cd61efff9afa3d6e4c72992addc0ae70 | def retrieve_account() -> Optional[Account]:
'Retrieve account information stored in the plan engine.'
url = _account()
response = requests.get(url=url)
if (response.status_code == 404):
return None
_raise_for_status(response)
return Account.parse_raw(response.text) | Retrieve account information stored in the plan engine. | src/vplan/client/client.py | retrieve_account | pronovic/vplan | 0 | python | def retrieve_account() -> Optional[Account]:
url = _account()
response = requests.get(url=url)
if (response.status_code == 404):
return None
_raise_for_status(response)
return Account.parse_raw(response.text) | def retrieve_account() -> Optional[Account]:
url = _account()
response = requests.get(url=url)
if (response.status_code == 404):
return None
_raise_for_status(response)
return Account.parse_raw(response.text)<|docstring|>Retrieve account information stored in the plan engine.<|endoftext|> |
6746c2e28647a5dc7c62c8f3bb83476392204ee3c9a1d584719d6c7635fe607a | def create_or_replace_account(account: Account) -> None:
'Create or replace account information stored in the plan engine.'
url = _account()
response = requests.post(url=url, data=account.json())
_raise_for_status(response) | Create or replace account information stored in the plan engine. | src/vplan/client/client.py | create_or_replace_account | pronovic/vplan | 0 | python | def create_or_replace_account(account: Account) -> None:
url = _account()
response = requests.post(url=url, data=account.json())
_raise_for_status(response) | def create_or_replace_account(account: Account) -> None:
url = _account()
response = requests.post(url=url, data=account.json())
_raise_for_status(response)<|docstring|>Create or replace account information stored in the plan engine.<|endoftext|> |
c66150fa30c142d601b6f19b48b6aa827cd635478eb9b7990168a59905d54ada | def delete_account() -> None:
'Delete account information stored in the plan engine.'
url = _account()
response = requests.delete(url=url)
_raise_for_status(response) | Delete account information stored in the plan engine. | src/vplan/client/client.py | delete_account | pronovic/vplan | 0 | python | def delete_account() -> None:
url = _account()
response = requests.delete(url=url)
_raise_for_status(response) | def delete_account() -> None:
url = _account()
response = requests.delete(url=url)
_raise_for_status(response)<|docstring|>Delete account information stored in the plan engine.<|endoftext|> |
6605adf80c1f470de51eb0f58957d042acabc3f7d6c86c762f9cd13838f2d23a | def retrieve_all_plans() -> List[str]:
'Return the names of all plans stored in the plan engine.'
url = _plan()
response = requests.get(url=url)
_raise_for_status(response)
plans: List[str] = json.loads(response.text)
return plans | Return the names of all plans stored in the plan engine. | src/vplan/client/client.py | retrieve_all_plans | pronovic/vplan | 0 | python | def retrieve_all_plans() -> List[str]:
url = _plan()
response = requests.get(url=url)
_raise_for_status(response)
plans: List[str] = json.loads(response.text)
return plans | def retrieve_all_plans() -> List[str]:
url = _plan()
response = requests.get(url=url)
_raise_for_status(response)
plans: List[str] = json.loads(response.text)
return plans<|docstring|>Return the names of all plans stored in the plan engine.<|endoftext|> |
76f0cf3c4f98d78d1ef8c2f1bda57e519572d823f3c436dc87a78b12e2c7daa0 | def retrieve_plan(plan_name: str) -> Optional[PlanSchema]:
'Return the plan definition stored in the plan engine.'
url = _plan(('/%s' % plan_name))
response = requests.get(url=url)
if (response.status_code == 404):
return None
_raise_for_status(response)
return PlanSchema.parse_raw(response.text) | Return the plan definition stored in the plan engine. | src/vplan/client/client.py | retrieve_plan | pronovic/vplan | 0 | python | def retrieve_plan(plan_name: str) -> Optional[PlanSchema]:
url = _plan(('/%s' % plan_name))
response = requests.get(url=url)
if (response.status_code == 404):
return None
_raise_for_status(response)
return PlanSchema.parse_raw(response.text) | def retrieve_plan(plan_name: str) -> Optional[PlanSchema]:
url = _plan(('/%s' % plan_name))
response = requests.get(url=url)
if (response.status_code == 404):
return None
_raise_for_status(response)
return PlanSchema.parse_raw(response.text)<|docstring|>Return the plan definition stored in the plan engine.<|endoftext|> |
feef6f093682f77fe28f0bdef5cb3d36b1a73d7e0558a6b39d25033cd0e5db3d | def create_plan(schema: PlanSchema) -> None:
'Create a plan in the plan engine.'
url = _plan()
response = requests.post(url=url, data=schema.json())
_raise_for_status(response) | Create a plan in the plan engine. | src/vplan/client/client.py | create_plan | pronovic/vplan | 0 | python | def create_plan(schema: PlanSchema) -> None:
url = _plan()
response = requests.post(url=url, data=schema.json())
_raise_for_status(response) | def create_plan(schema: PlanSchema) -> None:
url = _plan()
response = requests.post(url=url, data=schema.json())
_raise_for_status(response)<|docstring|>Create a plan in the plan engine.<|endoftext|> |
0e815c1c7b0cc52bda9ba6e3516f10b5bebd13d9547b36eca72c7dd204634adb | def update_plan(schema: PlanSchema) -> None:
'Update an existing plan in the plan engine.'
url = _plan()
response = requests.put(url=url, data=schema.json())
_raise_for_status(response) | Update an existing plan in the plan engine. | src/vplan/client/client.py | update_plan | pronovic/vplan | 0 | python | def update_plan(schema: PlanSchema) -> None:
url = _plan()
response = requests.put(url=url, data=schema.json())
_raise_for_status(response) | def update_plan(schema: PlanSchema) -> None:
url = _plan()
response = requests.put(url=url, data=schema.json())
_raise_for_status(response)<|docstring|>Update an existing plan in the plan engine.<|endoftext|> |
3cded9126fcb587262067ca13fc3768a372d6fe66678d555057f782440f3c324 | def delete_plan(plan_name: str) -> None:
'Delete a plan stored in the plan engine.'
url = _plan(('/%s' % plan_name))
response = requests.delete(url=url)
_raise_for_status(response) | Delete a plan stored in the plan engine. | src/vplan/client/client.py | delete_plan | pronovic/vplan | 0 | python | def delete_plan(plan_name: str) -> None:
url = _plan(('/%s' % plan_name))
response = requests.delete(url=url)
_raise_for_status(response) | def delete_plan(plan_name: str) -> None:
url = _plan(('/%s' % plan_name))
response = requests.delete(url=url)
_raise_for_status(response)<|docstring|>Delete a plan stored in the plan engine.<|endoftext|> |
57e8e58f9b52f323b161dfcdaccafb929d3c5a583345a8b9f683544e03312737 | def retrieve_plan_status(plan_name: str) -> Optional[Status]:
'Return the enabled/disabled status of a plan in the plan engine.'
url = _plan(('/%s/status' % plan_name))
response = requests.get(url=url)
if (response.status_code == 404):
return None
_raise_for_status(response)
return Status.parse_raw(response.text) | Return the enabled/disabled status of a plan in the plan engine. | src/vplan/client/client.py | retrieve_plan_status | pronovic/vplan | 0 | python | def retrieve_plan_status(plan_name: str) -> Optional[Status]:
url = _plan(('/%s/status' % plan_name))
response = requests.get(url=url)
if (response.status_code == 404):
return None
_raise_for_status(response)
return Status.parse_raw(response.text) | def retrieve_plan_status(plan_name: str) -> Optional[Status]:
url = _plan(('/%s/status' % plan_name))
response = requests.get(url=url)
if (response.status_code == 404):
return None
_raise_for_status(response)
return Status.parse_raw(response.text)<|docstring|>Return the enabled/disabled status of a plan in the plan engine.<|endoftext|> |
f32c7869364cce4f60960c4128a1722eecdf4a48fe7fc2648f0fb085eef55a4e | def update_plan_status(plan_name: str, status: Status) -> None:
'Set the enabled/disabled status of a plan in the plan engine.'
url = _plan(('/%s/status' % plan_name))
response = requests.put(url=url, data=status.json())
_raise_for_status(response) | Set the enabled/disabled status of a plan in the plan engine. | src/vplan/client/client.py | update_plan_status | pronovic/vplan | 0 | python | def update_plan_status(plan_name: str, status: Status) -> None:
url = _plan(('/%s/status' % plan_name))
response = requests.put(url=url, data=status.json())
_raise_for_status(response) | def update_plan_status(plan_name: str, status: Status) -> None:
url = _plan(('/%s/status' % plan_name))
response = requests.put(url=url, data=status.json())
_raise_for_status(response)<|docstring|>Set the enabled/disabled status of a plan in the plan engine.<|endoftext|> |
9d21dbb23ebb67b39a97d77c8609d601d69c6fd2e485c476119011871cfd788d | def refresh_plan(plan_name: str) -> None:
'Refresh the plan rules in the SmartThings infrastructure.'
url = _plan(('/%s/refresh' % plan_name))
response = requests.post(url=url)
_raise_for_status(response) | Refresh the plan rules in the SmartThings infrastructure. | src/vplan/client/client.py | refresh_plan | pronovic/vplan | 0 | python | def refresh_plan(plan_name: str) -> None:
url = _plan(('/%s/refresh' % plan_name))
response = requests.post(url=url)
_raise_for_status(response) | def refresh_plan(plan_name: str) -> None:
url = _plan(('/%s/refresh' % plan_name))
response = requests.post(url=url)
_raise_for_status(response)<|docstring|>Refresh the plan rules in the SmartThings infrastructure.<|endoftext|> |
5d2c6d13bafddb095a86678c8871af875ea46156d29b276c942d34da35ae1fdd | def toggle_group(plan_name: str, group_name: str, toggles: int, delay_sec: int) -> None:
'Test a device group that is part of a plan.'
url = _plan(('/%s/test/group/%s' % (plan_name, group_name)))
params = {'toggles': toggles, 'delay_sec': delay_sec}
response = requests.post(url=url, params=params)
_raise_for_status(response) | Test a device group that is part of a plan. | src/vplan/client/client.py | toggle_group | pronovic/vplan | 0 | python | def toggle_group(plan_name: str, group_name: str, toggles: int, delay_sec: int) -> None:
url = _plan(('/%s/test/group/%s' % (plan_name, group_name)))
params = {'toggles': toggles, 'delay_sec': delay_sec}
response = requests.post(url=url, params=params)
_raise_for_status(response) | def toggle_group(plan_name: str, group_name: str, toggles: int, delay_sec: int) -> None:
url = _plan(('/%s/test/group/%s' % (plan_name, group_name)))
params = {'toggles': toggles, 'delay_sec': delay_sec}
response = requests.post(url=url, params=params)
_raise_for_status(response)<|docstring|>Test a device group that is part of a plan.<|endoftext|> |
d84d2e001e3dc34c1f49783a8568bcdaa81d40676cbd0443cb2e0e9bbfbef99f | def toggle_device(plan_name: str, room: str, device: str, toggles: int, delay_sec: int) -> None:
'Test a device that is part of a plan.'
url = _plan(('/%s/test/device/%s/%s' % (plan_name, room, device)))
params = {'toggles': toggles, 'delay_sec': delay_sec}
response = requests.post(url=url, params=params)
_raise_for_status(response) | Test a device that is part of a plan. | src/vplan/client/client.py | toggle_device | pronovic/vplan | 0 | python | def toggle_device(plan_name: str, room: str, device: str, toggles: int, delay_sec: int) -> None:
url = _plan(('/%s/test/device/%s/%s' % (plan_name, room, device)))
params = {'toggles': toggles, 'delay_sec': delay_sec}
response = requests.post(url=url, params=params)
_raise_for_status(response) | def toggle_device(plan_name: str, room: str, device: str, toggles: int, delay_sec: int) -> None:
url = _plan(('/%s/test/device/%s/%s' % (plan_name, room, device)))
params = {'toggles': toggles, 'delay_sec': delay_sec}
response = requests.post(url=url, params=params)
_raise_for_status(response)<|docstring|>Test a device that is part of a plan.<|endoftext|> |
a7e60c097224e38e85e22476b287b1ddacc9b694cd1db2227a3ad2ea3d6e1a80 | def turn_on_group(plan_name: str, group_name: str) -> None:
'Turn on a device group that is part of a plan.'
url = _plan(('/%s/on/group/%s' % (plan_name, group_name)))
response = requests.post(url=url)
_raise_for_status(response) | Turn on a device group that is part of a plan. | src/vplan/client/client.py | turn_on_group | pronovic/vplan | 0 | python | def turn_on_group(plan_name: str, group_name: str) -> None:
url = _plan(('/%s/on/group/%s' % (plan_name, group_name)))
response = requests.post(url=url)
_raise_for_status(response) | def turn_on_group(plan_name: str, group_name: str) -> None:
url = _plan(('/%s/on/group/%s' % (plan_name, group_name)))
response = requests.post(url=url)
_raise_for_status(response)<|docstring|>Turn on a device group that is part of a plan.<|endoftext|> |
e89883a36d4d54032e26fc3e1d51f918d813ea3f1625510ceb7cec3ac6f7e570 | def turn_on_device(plan_name: str, room: str, device: str) -> None:
'Turn on a device that is part of a plan.'
url = _plan(('/%s/on/device/%s/%s' % (plan_name, room, device)))
response = requests.post(url=url)
_raise_for_status(response) | Turn on a device that is part of a plan. | src/vplan/client/client.py | turn_on_device | pronovic/vplan | 0 | python | def turn_on_device(plan_name: str, room: str, device: str) -> None:
url = _plan(('/%s/on/device/%s/%s' % (plan_name, room, device)))
response = requests.post(url=url)
_raise_for_status(response) | def turn_on_device(plan_name: str, room: str, device: str) -> None:
url = _plan(('/%s/on/device/%s/%s' % (plan_name, room, device)))
response = requests.post(url=url)
_raise_for_status(response)<|docstring|>Turn on a device that is part of a plan.<|endoftext|> |
1d015ba17e5b35e3c35a0bc6a53a5de45f0d49d4c62f7f3c215cf651a52603e9 | def turn_off_group(plan_name: str, group_name: str) -> None:
'Turn off a device group that is part of a plan.'
url = _plan(('/%s/off/group/%s' % (plan_name, group_name)))
response = requests.post(url=url)
_raise_for_status(response) | Turn off a device group that is part of a plan. | src/vplan/client/client.py | turn_off_group | pronovic/vplan | 0 | python | def turn_off_group(plan_name: str, group_name: str) -> None:
url = _plan(('/%s/off/group/%s' % (plan_name, group_name)))
response = requests.post(url=url)
_raise_for_status(response) | def turn_off_group(plan_name: str, group_name: str) -> None:
url = _plan(('/%s/off/group/%s' % (plan_name, group_name)))
response = requests.post(url=url)
_raise_for_status(response)<|docstring|>Turn off a device group that is part of a plan.<|endoftext|> |
311bc447854713921d0df78ed56e02a328abe31d99e7847be4638b7887363e2c | def turn_off_device(plan_name: str, room: str, device: str) -> None:
'Turn off a device that is part of a plan.'
url = _plan(('/%s/off/device/%s/%s' % (plan_name, room, device)))
response = requests.post(url=url)
_raise_for_status(response) | Turn off a device that is part of a plan. | src/vplan/client/client.py | turn_off_device | pronovic/vplan | 0 | python | def turn_off_device(plan_name: str, room: str, device: str) -> None:
url = _plan(('/%s/off/device/%s/%s' % (plan_name, room, device)))
response = requests.post(url=url)
_raise_for_status(response) | def turn_off_device(plan_name: str, room: str, device: str) -> None:
url = _plan(('/%s/off/device/%s/%s' % (plan_name, room, device)))
response = requests.post(url=url)
_raise_for_status(response)<|docstring|>Turn off a device that is part of a plan.<|endoftext|> |
5f75a8f62ca3ad5d134c3e5cedaf7c5967549a7b733bf3796f452975344300bb | async def func_birth(self):
"\n kev1 = [1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28,29,30,31,32\n ,1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28,29,30,31,32\n ,25,56,7,8,96,10,10,20,23,24,25,56,7,8,96,10,10,20,23,24,25,56,7,8,96,10,10,20,23,24,25,56]\n kev2 = [1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28,29,30,31,32\n ,1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28,29,30,31,32\n ,25,56,7,8,96,10,10,20,23,24,25,56,7,8,96,10,10,20,23,24,25,56,7,8,96,10,10,20,23,24,25,56]\n kev4 = [1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28,29,30,31,32\n ,1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28,29,30,31,32\n ,25,56,7,8,96,10,10,20,23,24,25,56,7,8,96,10,10,20,23,24,25,56,7,8,96,10,10,20,23,24,25,56]\n kev5 = [1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28,29,30,31,32\n ,1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28,29,30,31,32\n ,25,56,7,8,96,10,10,20,23,24,25,56,7,8,96,10,10,20,23,24,25,56,7,8,96,10,10,20,23,24,25,56]\n kev11 = [1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28,29,30,31,32\n ,1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28,29,30,31,32\n ,25,56,7,8,96,10,10,20,23,24,25,56,7,8,96,10,10,20,23,24,25,56,7,8,96,10,10,20,23,24,25,56]\n kev13 = [1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28,29,30,31,32\n ,1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28,29,30,31,32\n ,25,56,7,8,96,10,10,20,23,24,25,56,7,8,96,10,10,20,23,24,25,56,7,8,96,10,10,20,23,24,25,56]\n KeinKEV = [0]*96 #Array[96] filled with 0s\n\n 'kev':[kev1, kev2, KeinKEV, kev4, kev5, KeinKEV, KeinKEV, KeinKEV, kev11, KeinKEV, kev13, KeinKEV],\n "
self.KWDaten = {'id': [1, 2, 3, 4, 5, 6, 8, 10, 11, 12, 13, 14], 'fk_kraftwerkstyp': [2, 1, 2, 1, 2, 1, 5, 3, 3, 6, 4, 4], 'bez_kraftwerkstyp': ['Windturbine', 'Photovoltaik', 'Windturbine', 'Photovoltaik', 'Windturbine', 'Photovoltaik', 'Others', 'Laufwasserkraftwerk', 'Laufwasserkraftwerk', 'Others', 'Speicherwasserkraftwerk', 'Speicherwasserkraftwerk'], 'p_inst': [1000000, 2000000, 3000000, 4000000, 5000000, 6000000, 8000000, 10000000, 11000000, 12000000, 13000000, 14000000], 'spez_info': [{'NH': 150, 'Z0': 0.03}, {}, {'NH': 100, 'Z0': 0.2}, {}, {'NH': 250, 'Z0': 0.03}, {}, {}, {}, {}, {}, {}, {}], 'capex': [1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12], 'spez_opex': [0.01, 0.02, 0.03, 0.04, 0.05, 0.06, 0.07, 0.08, 0.09, 0.1, 0.11, 0.12], 'brennstoffkosten': [0.1, 0.2, 0.3, 0.4, 0.5, 0.6, 0.7, 0.8, 0.9, 0.1, 0.11, 0.12], 'co2_kosten': [0.001, 0.002, 0.003, 0.004, 0.005, 0.006, 0.007, 0.008, 0.009, 0.001, 0.0011, 0.0012], 'entsorgungskosten': [0.1, 0.2, 0.3, 0.4, 0.5, 0.6, 0.7, 0.8, 0.9, 0.1, 0.11, 0.12], 'lat': [51.165691, 46.227638, 47.516231, 41.87194, 51.165691, 46.227638, 47.516231, 41.87194, 51.165691, 46.227638, 47.516231, 41.87194], 'long': [10.451526, 2.213749, 14.550072, 12.56738, 10.451526, 2.213749, 14.550072, 12.56738, 10.451526, 2.213749, 14.550072, 12.56738]}
"\n self.KWDaten = {'id': [1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 52, 53, 54, 55, 56, 57, 58, 59, 60, 61, 62, 63, 64, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74, 75, 76, 77, 78, 79, 80, 81, 82, 83, 84, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 105, 106, 107, 108, 109, 110, 111, 112, 113, 114, 115, 116, 117, 118, 119, 120, 121, 122, 123, 124, 125, 126, 127, 128, 129, 130, 131, 132, 133, 134, 135, 136, 137, 138, 139, 140, 141, 142, 143, 144, 145, 146, 147, 148, 149, 150, 151, 152, 153, 154, 155, 156, 157, 158, 159, 160, 161, 162, 163, 164, 165, 166, 167, 168, 169, 170, 171, 172, 173, 174, 175, 176, 177, 178, 179, 180, 181, 182, 183, 184, 185, 186, 187, 188, 189, 190, 191, 192, 193, 194, 195, 196, 197, 198, 199, 200, 201, 202, 203, 204, 205, 206, 207, 208, 209, 210, 211, 212, 213, 214, 215, 216, 217, 218, 219, 220, 221, 222, 223, 224, 225, 226, 227, 228, 229, 230, 231, 232, 233, 234, 235, 236, 237, 238, 239, 240, 241, 242, 243, 244, 245, 246, 247, 248, 249, 250, 251, 252, 253, 254, 255, 256, 257, 258, 259, 260, 261, 262, 263, 264, 265, 266, 267, 268, 269, 270, 271, 272, 273, 274, 275, 276, 277, 278, 279, 280, 281, 282, 283, 284, 285, 286, 287, 288, 289, 290, 291, 292, 293, 294, 295, 296, 297, 298, 299, 300, 301, 302, 303, 304, 305, 306, 307, 308, 309, 310, 311, 312, 313, 314, 315, 316, 317, 318, 319, 320, 321, 322, 323, 324, 325, 326, 327, 328, 329, 330, 331, 332, 333, 334, 335, 336, 337, 338, 339, 340, 341, 342, 343, 344, 345, 346, 347, 348, 349, 350, 351, 352, 353, 354, 355, 356, 357, 358, 359, 360, 361, 362, 363, 364, 365, 366, 367, 368, 369, 370, 371, 372, 373, 374, 375, 376, 377, 378, 379, 380, 381, 382, 383, 384, 385, 386, 387, 388, 389, 390, 391, 392, 393, 394, 395, 396, 397, 398, 399, 400, 401, 402, 403, 404, 405, 406, 407, 408, 409, 410, 411, 412, 413, 414, 415, 416, 417, 418, 419, 420, 421, 422, 423, 424, 425, 426, 427, 428, 429, 430, 431, 432, 433, 434, 435, 436, 437, 438, 439, 440, 441, 442, 443, 444, 445, 446, 447, 448, 449, 450, 451, 452, 453, 454, 455, 456, 457, 458, 459, 460, 461, 462, 463, 464, 465, 466, 467, 468, 469, 470, 471, 472, 473, 474, 475],\n 'kw_bezeichnung': ['ALB_Biomassekraftwerk', 'ALB_GT absicherung', 'ALB_GT peak', 'ALB_Gaskombikraftwerk alt', 'ALB_Gaskombikraftwerk neu', 'ALB_Steinkohlekraftwerk alt', 'ALB_Steinkohlekraftwerk neu', 'ALB_Laufwasserkraftwerk', 'ALB_Speicherwasserkraftwerk', 'ALB_Braunkohlekraftwerk alt', 'ALB_Braunkohlekraftwerk neu', 'ALB_Kernkraftwerk', 'ALB_Oelkraftwerk', 'ALB_Weitere non-RES', 'ALB_Weitere RES', 'ALB_PV', 'ALB_Wind onshore stark', 'ALB_Wind onshore schwach', 'ALB_Wind offshore', 'AUT_Biomassekraftwerk', 'AUT_GT absicherung', 'AUT_GT peak', 'AUT_Gaskombikraftwerk alt', 'AUT_Gaskombikraftwerk neu', 'AUT_Steinkohlekraftwerk alt', 'AUT_Steinkohlekraftwerk neu', 'AUT_Laufwasserkraftwerk', 'AUT_Speicherwasserkraftwerk', 'AUT_Braunkohlekraftwerk alt', 'AUT_Braunkohlekraftwerk neu', 'AUT_Kernkraftwerk', 'AUT_Oelkraftwerk', 'AUT_Weitere non-RES', 'AUT_Weitere RES', 'AUT_PV', 'AUT_Wind onshore stark', 'AUT_Wind onshore schwach', 'AUT_Wind offshore', 'BIH_Biomassekraftwerk', 'BIH_GT absicherung', 'BIH_GT peak', 'BIH_Gaskombikraftwerk alt', 'BIH_Gaskombikraftwerk neu', 'BIH_Steinkohlekraftwerk alt', 'BIH_Steinkohlekraftwerk neu', 'BIH_Laufwasserkraftwerk', 'BIH_Speicherwasserkraftwerk', 'BIH_Braunkohlekraftwerk alt', 'BIH_Braunkohlekraftwerk neu', 'BIH_Kernkraftwerk', 'BIH_Oelkraftwerk', 'BIH_Weitere non-RES', 'BIH_Weitere RES', 'BIH_PV', 'BIH_Wind onshore stark', 'BIH_Wind onshore schwach', 'BIH_Wind offshore', 'BEL_Biomassekraftwerk', 'BEL_GT absicherung', 'BEL_GT peak', 'BEL_Gaskombikraftwerk alt', 'BEL_Gaskombikraftwerk neu', 'BEL_Steinkohlekraftwerk alt', 'BEL_Steinkohlekraftwerk neu', 'BEL_Laufwasserkraftwerk', 'BEL_Speicherwasserkraftwerk', 'BEL_Braunkohlekraftwerk alt', 'BEL_Braunkohlekraftwerk neu', 'BEL_Kernkraftwerk', 'BEL_Oelkraftwerk', 'BEL_Weitere non-RES', 'BEL_Weitere RES', 'BEL_PV', 'BEL_Wind onshore stark', 'BEL_Wind onshore schwach', 'BEL_Wind offshore', 'BGR_Biomassekraftwerk', 'BGR_GT absicherung', 'BGR_GT peak', 'BGR_Gaskombikraftwerk alt', 'BGR_Gaskombikraftwerk neu', 'BGR_Steinkohlekraftwerk alt', 'BGR_Steinkohlekraftwerk neu', 'BGR_Laufwasserkraftwerk', 'BGR_Speicherwasserkraftwerk', 'BGR_Braunkohlekraftwerk alt', 'BGR_Braunkohlekraftwerk neu', 'BGR_Kernkraftwerk', 'BGR_Oelkraftwerk', 'BGR_Weitere non-RES', 'BGR_Weitere RES', 'BGR_PV', 'BGR_Wind onshore stark', 'BGR_Wind onshore schwach', 'BGR_Wind offshore', 'CHE_Biomassekraftwerk', 'CHE_GT absicherung', 'CHE_GT peak', 'CHE_Gaskombikraftwerk alt', 'CHE_Gaskombikraftwerk neu', 'CHE_Steinkohlekraftwerk alt', 'CHE_Steinkohlekraftwerk neu', 'CHE_Laufwasserkraftwerk', 'CHE_Speicherwasserkraftwerk', 'CHE_Braunkohlekraftwerk alt', 'CHE_Braunkohlekraftwerk neu', 'CHE_Kernkraftwerk', 'CHE_Oelkraftwerk', 'CHE_Weitere non-RES', 'CHE_Weitere RES', 'CHE_PV', 'CHE_Wind onshore stark', 'CHE_Wind onshore schwach', 'CHE_Wind offshore', 'CZE_Biomassekraftwerk', 'CZE_GT absicherung', 'CZE_GT peak', 'CZE_Gaskombikraftwerk alt', 'CZE_Gaskombikraftwerk neu', 'CZE_Steinkohlekraftwerk alt', 'CZE_Steinkohlekraftwerk neu', 'CZE_Laufwasserkraftwerk', 'CZE_Speicherwasserkraftwerk', 'CZE_Braunkohlekraftwerk alt', 'CZE_Braunkohlekraftwerk neu', 'CZE_Kernkraftwerk', 'CZE_Oelkraftwerk', 'CZE_Weitere non-RES', 'CZE_Weitere RES', 'CZE_PV', 'CZE_Wind onshore stark', 'CZE_Wind onshore schwach', 'CZE_Wind offshore', 'DEU_Biomassekraftwerk', 'DEU_GT absicherung', 'DEU_GT peak', 'DEU_Gaskombikraftwerk alt', 'DEU_Gaskombikraftwerk neu', 'DEU_Steinkohlekraftwerk alt', 'DEU_Steinkohlekraftwerk neu', 'DEU_Laufwasserkraftwerk', 'DEU_Speicherwasserkraftwerk', 'DEU_Braunkohlekraftwerk alt', 'DEU_Braunkohlekraftwerk neu', 'DEU_Kernkraftwerk', 'DEU_Oelkraftwerk', 'DEU_Weitere non-RES', 'DEU_Weitere RES', 'DEU_PV', 'DEU_Wind onshore stark', 'DEU_Wind onshore schwach', 'DEU_Wind offshore', 'DNK_Biomassekraftwerk', 'DNK_GT absicherung', 'DNK_GT peak', 'DNK_Gaskombikraftwerk alt', 'DNK_Gaskombikraftwerk neu', 'DNK_Steinkohlekraftwerk alt', 'DNK_Steinkohlekraftwerk neu', 'DNK_Laufwasserkraftwerk', 'DNK_Speicherwasserkraftwerk', 'DNK_Braunkohlekraftwerk alt', 'DNK_Braunkohlekraftwerk neu', 'DNK_Kernkraftwerk', 'DNK_Oelkraftwerk', 'DNK_Weitere non-RES', 'DNK_Weitere RES', 'DNK_PV', 'DNK_Wind onshore stark', 'DNK_Wind onshore schwach', 'DNK_Wind offshore', 'ESP_Biomassekraftwerk', 'ESP_GT absicherung', 'ESP_GT peak', 'ESP_Gaskombikraftwerk alt', 'ESP_Gaskombikraftwerk neu', 'ESP_Steinkohlekraftwerk alt', 'ESP_Steinkohlekraftwerk neu', 'ESP_Laufwasserkraftwerk', 'ESP_Speicherwasserkraftwerk', 'ESP_Braunkohlekraftwerk alt', 'ESP_Braunkohlekraftwerk neu', 'ESP_Kernkraftwerk', 'ESP_Oelkraftwerk', 'ESP_Weitere non-RES', 'ESP_Weitere RES', 'ESP_PV', 'ESP_Wind onshore stark', 'ESP_Wind onshore schwach', 'ESP_Wind offshore', 'FRA_Biomassekraftwerk', 'FRA_GT absicherung', 'FRA_GT peak', 'FRA_Gaskombikraftwerk alt', 'FRA_Gaskombikraftwerk neu', 'FRA_Steinkohlekraftwerk alt', 'FRA_Steinkohlekraftwerk neu', 'FRA_Laufwasserkraftwerk', 'FRA_Speicherwasserkraftwerk', 'FRA_Braunkohlekraftwerk alt', 'FRA_Braunkohlekraftwerk neu', 'FRA_Kernkraftwerk', 'FRA_Oelkraftwerk', 'FRA_Weitere non-RES', 'FRA_Weitere RES', 'FRA_PV', 'FRA_Wind onshore stark', 'FRA_Wind onshore schwach', 'FRA_Wind offshore', 'GRC_Biomassekraftwerk', 'GRC_GT absicherung', 'GRC_GT peak', 'GRC_Gaskombikraftwerk alt', 'GRC_Gaskombikraftwerk neu', 'GRC_Steinkohlekraftwerk alt', 'GRC_Steinkohlekraftwerk neu', 'GRC_Laufwasserkraftwerk', 'GRC_Speicherwasserkraftwerk', 'GRC_Braunkohlekraftwerk alt', 'GRC_Braunkohlekraftwerk neu', 'GRC_Kernkraftwerk', 'GRC_Oelkraftwerk', 'GRC_Weitere non-RES', 'GRC_Weitere RES', 'GRC_PV', 'GRC_Wind onshore stark', 'GRC_Wind onshore schwach', 'GRC_Wind offshore', 'HRV_Biomassekraftwerk', 'HRV_GT absicherung', 'HRV_GT peak', 'HRV_Gaskombikraftwerk alt', 'HRV_Gaskombikraftwerk neu', 'HRV_Steinkohlekraftwerk alt', 'HRV_Steinkohlekraftwerk neu', 'HRV_Laufwasserkraftwerk', 'HRV_Speicherwasserkraftwerk', 'HRV_Braunkohlekraftwerk alt', 'HRV_Braunkohlekraftwerk neu', 'HRV_Kernkraftwerk', 'HRV_Oelkraftwerk', 'HRV_Weitere non-RES', 'HRV_Weitere RES', 'HRV_PV', 'HRV_Wind onshore stark', 'HRV_Wind onshore schwach', 'HRV_Wind offshore', 'HUN_Biomassekraftwerk', 'HUN_GT absicherung', 'HUN_GT peak', 'HUN_Gaskombikraftwerk alt', 'HUN_Gaskombikraftwerk neu', 'HUN_Steinkohlekraftwerk alt', 'HUN_Steinkohlekraftwerk neu', 'HUN_Laufwasserkraftwerk', 'HUN_Speicherwasserkraftwerk', 'HUN_Braunkohlekraftwerk alt', 'HUN_Braunkohlekraftwerk neu', 'HUN_Kernkraftwerk', 'HUN_Oelkraftwerk', 'HUN_Weitere non-RES', 'HUN_Weitere RES', 'HUN_PV', 'HUN_Wind onshore stark', 'HUN_Wind onshore schwach', 'HUN_Wind offshore', 'ITA_Biomassekraftwerk', 'ITA_GT absicherung', 'ITA_GT peak', 'ITA_Gaskombikraftwerk alt', 'ITA_Gaskombikraftwerk neu', 'ITA_Steinkohlekraftwerk alt', 'ITA_Steinkohlekraftwerk neu', 'ITA_Laufwasserkraftwerk', 'ITA_Speicherwasserkraftwerk', 'ITA_Braunkohlekraftwerk alt', 'ITA_Braunkohlekraftwerk neu', 'ITA_Kernkraftwerk', 'ITA_Oelkraftwerk', 'ITA_Weitere non-RES', 'ITA_Weitere RES', 'ITA_PV', 'ITA_Wind onshore stark', 'ITA_Wind onshore schwach', 'ITA_Wind offshore', 'LUX_Biomassekraftwerk', 'LUX_GT absicherung', 'LUX_GT peak', 'LUX_Gaskombikraftwerk alt', 'LUX_Gaskombikraftwerk neu', 'LUX_Steinkohlekraftwerk alt', 'LUX_Steinkohlekraftwerk neu', 'LUX_Laufwasserkraftwerk', 'LUX_Speicherwasserkraftwerk', 'LUX_Braunkohlekraftwerk alt', 'LUX_Braunkohlekraftwerk neu', 'LUX_Kernkraftwerk', 'LUX_Oelkraftwerk', 'LUX_Weitere non-RES', 'LUX_Weitere RES', 'LUX_PV', 'LUX_Wind onshore stark', 'LUX_Wind onshore schwach', 'LUX_Wind offshore', 'MNE_Biomassekraftwerk', 'MNE_GT absicherung', 'MNE_GT peak', 'MNE_Gaskombikraftwerk alt', 'MNE_Gaskombikraftwerk neu', 'MNE_Steinkohlekraftwerk alt', 'MNE_Steinkohlekraftwerk neu', 'MNE_Laufwasserkraftwerk', 'MNE_Speicherwasserkraftwerk', 'MNE_Braunkohlekraftwerk alt', 'MNE_Braunkohlekraftwerk neu', 'MNE_Kernkraftwerk', 'MNE_Oelkraftwerk', 'MNE_Weitere non-RES', 'MNE_Weitere RES', 'MNE_PV', 'MNE_Wind onshore stark', 'MNE_Wind onshore schwach', 'MNE_Wind offshore', 'MKD_Biomassekraftwerk', 'MKD_GT absicherung', 'MKD_GT peak', 'MKD_Gaskombikraftwerk alt', 'MKD_Gaskombikraftwerk neu', 'MKD_Steinkohlekraftwerk alt', 'MKD_Steinkohlekraftwerk neu', 'MKD_Laufwasserkraftwerk', 'MKD_Speicherwasserkraftwerk', 'MKD_Braunkohlekraftwerk alt', 'MKD_Braunkohlekraftwerk neu', 'MKD_Kernkraftwerk', 'MKD_Oelkraftwerk', 'MKD_Weitere non-RES', 'MKD_Weitere RES', 'MKD_PV', 'MKD_Wind onshore stark', 'MKD_Wind onshore schwach', 'MKD_Wind offshore', 'NLD_Biomassekraftwerk', 'NLD_GT absicherung', 'NLD_GT peak', 'NLD_Gaskombikraftwerk alt', 'NLD_Gaskombikraftwerk neu', 'NLD_Steinkohlekraftwerk alt', 'NLD_Steinkohlekraftwerk neu', 'NLD_Laufwasserkraftwerk', 'NLD_Speicherwasserkraftwerk', 'NLD_Braunkohlekraftwerk alt', 'NLD_Braunkohlekraftwerk neu', 'NLD_Kernkraftwerk', 'NLD_Oelkraftwerk', 'NLD_Weitere non-RES', 'NLD_Weitere RES', 'NLD_PV', 'NLD_Wind onshore stark', 'NLD_Wind onshore schwach', 'NLD_Wind offshore', 'POL_Biomassekraftwerk', 'POL_GT absicherung', 'POL_GT peak', 'POL_Gaskombikraftwerk alt', 'POL_Gaskombikraftwerk neu', 'POL_Steinkohlekraftwerk alt', 'POL_Steinkohlekraftwerk neu', 'POL_Laufwasserkraftwerk', 'POL_Speicherwasserkraftwerk', 'POL_Braunkohlekraftwerk alt', 'POL_Braunkohlekraftwerk neu', 'POL_Kernkraftwerk', 'POL_Oelkraftwerk', 'POL_Weitere non-RES', 'POL_Weitere RES', 'POL_PV', 'POL_Wind onshore stark', 'POL_Wind onshore schwach', 'POL_Wind offshore', 'PRT_Biomassekraftwerk', 'PRT_GT absicherung', 'PRT_GT peak', 'PRT_Gaskombikraftwerk alt', 'PRT_Gaskombikraftwerk neu', 'PRT_Steinkohlekraftwerk alt', 'PRT_Steinkohlekraftwerk neu', 'PRT_Laufwasserkraftwerk', 'PRT_Speicherwasserkraftwerk', 'PRT_Braunkohlekraftwerk alt', 'PRT_Braunkohlekraftwerk neu', 'PRT_Kernkraftwerk', 'PRT_Oelkraftwerk', 'PRT_Weitere non-RES', 'PRT_Weitere RES', 'PRT_PV', 'PRT_Wind onshore stark', 'PRT_Wind onshore schwach', 'PRT_Wind offshore', 'ROU_Biomassekraftwerk', 'ROU_GT absicherung', 'ROU_GT peak', 'ROU_Gaskombikraftwerk alt', 'ROU_Gaskombikraftwerk neu', 'ROU_Steinkohlekraftwerk alt', 'ROU_Steinkohlekraftwerk neu', 'ROU_Laufwasserkraftwerk', 'ROU_Speicherwasserkraftwerk', 'ROU_Braunkohlekraftwerk alt', 'ROU_Braunkohlekraftwerk neu', 'ROU_Kernkraftwerk', 'ROU_Oelkraftwerk', 'ROU_Weitere non-RES', 'ROU_Weitere RES', 'ROU_PV', 'ROU_Wind onshore stark', 'ROU_Wind onshore schwach', 'ROU_Wind offshore', 'SRB_Biomassekraftwerk', 'SRB_GT absicherung', 'SRB_GT peak', 'SRB_Gaskombikraftwerk alt', 'SRB_Gaskombikraftwerk neu', 'SRB_Steinkohlekraftwerk alt', 'SRB_Steinkohlekraftwerk neu', 'SRB_Laufwasserkraftwerk', 'SRB_Speicherwasserkraftwerk', 'SRB_Braunkohlekraftwerk alt', 'SRB_Braunkohlekraftwerk neu', 'SRB_Kernkraftwerk', 'SRB_Oelkraftwerk', 'SRB_Weitere non-RES', 'SRB_Weitere RES', 'SRB_PV', 'SRB_Wind onshore stark', 'SRB_Wind onshore schwach', 'SRB_Wind offshore', 'SVN_Biomassekraftwerk', 'SVN_GT absicherung', 'SVN_GT peak', 'SVN_Gaskombikraftwerk alt', 'SVN_Gaskombikraftwerk neu', 'SVN_Steinkohlekraftwerk alt', 'SVN_Steinkohlekraftwerk neu', 'SVN_Laufwasserkraftwerk', 'SVN_Speicherwasserkraftwerk', 'SVN_Braunkohlekraftwerk alt', 'SVN_Braunkohlekraftwerk neu', 'SVN_Kernkraftwerk', 'SVN_Oelkraftwerk', 'SVN_Weitere non-RES', 'SVN_Weitere RES', 'SVN_PV', 'SVN_Wind onshore stark', 'SVN_Wind onshore schwach', 'SVN_Wind offshore', 'SVK_Biomassekraftwerk', 'SVK_GT absicherung', 'SVK_GT peak', 'SVK_Gaskombikraftwerk alt', 'SVK_Gaskombikraftwerk neu', 'SVK_Steinkohlekraftwerk alt', 'SVK_Steinkohlekraftwerk neu', 'SVK_Laufwasserkraftwerk', 'SVK_Speicherwasserkraftwerk', 'SVK_Braunkohlekraftwerk alt', 'SVK_Braunkohlekraftwerk neu', 'SVK_Kernkraftwerk', 'SVK_Oelkraftwerk', 'SVK_Weitere 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16, 15, 14, 1, 4, 5, 6, 7, 12, 13, 9, 11, 2, 3, 8, 17, 19, 18, 10, 16, 15, 14, 1, 4, 5, 6, 7, 12, 13, 9, 11, 2, 3, 8, 17, 19, 18, 10, 16, 15, 14, 1, 4, 5, 6, 7, 12, 13, 9, 11, 2, 3, 8, 17, 19, 18, 10, 16, 15, 14, 1, 4, 5, 6, 7, 12, 13, 9, 11, 2, 3, 8, 17, 19, 18, 10, 16, 15, 14, 1, 4, 5, 6, 7, 12, 13, 9, 11, 2, 3, 8, 17, 19, 18, 10, 16, 15, 14, 1, 4, 5, 6, 7, 12, 13, 9, 11, 2, 3, 8, 17, 19, 18, 10, 16, 15, 14, 1, 4, 5, 6, 7, 12, 13, 9, 11, 2, 3, 8, 17, 19, 18, 10, 16, 15, 14, 1, 4, 5, 6, 7, 12, 13, 9, 11, 2, 3, 8, 17, 19, 18, 10, 16, 15, 14, 1, 4, 5, 6, 7, 12, 13, 9, 11, 2, 3, 8, 17, 19, 18, 10, 16, 15, 14, 1, 4, 5, 6, 7, 12, 13, 9, 11, 2, 3, 8, 17, 19, 18, 10, 16, 15, 14, 1, 4, 5, 6, 7, 12, 13, 9, 11, 2, 3, 8, 17, 19, 18, 10, 16, 15, 14, 1, 4, 5, 6, 7, 12, 13, 9, 11, 2, 3, 8, 17, 19, 18, 10, 16, 15, 14, 1, 4, 5, 6, 7, 12, 13, 9, 11, 2, 3, 8, 17, 19, 18, 10, 16, 15, 14, 1, 4, 5, 6, 7, 12, 13, 9, 11, 2, 3, 8, 17, 19, 18, 10, 16, 15, 14, 1, 4, 5, 6, 7, 12, 13, 9, 11, 2, 3, 8, 17, 19, 18, 10, 16, 15, 14, 1, 4, 5, 6, 7, 12, 13, 9, 11, 2, 3, 8, 17, 19, 18, 10, 16, 15, 14],\n 'bez_kraftwerkstyp': ['Biomassekraftwerk', 'Gasturbine', 'Gasturbine', 'Gaskombikraftwerk', 'Gaskombikraftwerk', 'Steinkohlekraftwerk', 'Steinkohlekraftwerk', 'Laufwasserkraftwerk', 'Speicherwasserkraftwerk', 'Braunkohlekraftwerk', 'Braunkohlekraftwerk', 'Kernkraftwerk', 'Oelkraftwerk', 'Weitere', 'Weitere', 'Photovoltaik', 'Windturbine', 'Windturbine', 'Windturbine', 'Biomassekraftwerk', 'Gasturbine', 'Gasturbine', 'Gaskombikraftwerk', 'Gaskombikraftwerk', 'Steinkohlekraftwerk', 'Steinkohlekraftwerk', 'Laufwasserkraftwerk', 'Speicherwasserkraftwerk', 'Braunkohlekraftwerk', 'Braunkohlekraftwerk', 'Kernkraftwerk', 'Oelkraftwerk', 'Weitere', 'Weitere', 'Photovoltaik', 'Windturbine', 'Windturbine', 'Windturbine', 'Biomassekraftwerk', 'Gasturbine', 'Gasturbine', 'Gaskombikraftwerk', 'Gaskombikraftwerk', 'Steinkohlekraftwerk', 'Steinkohlekraftwerk', 'Laufwasserkraftwerk', 'Speicherwasserkraftwerk', 'Braunkohlekraftwerk', 'Braunkohlekraftwerk', 'Kernkraftwerk', 'Oelkraftwerk', 'Weitere', 'Weitere', 'Photovoltaik', 'Windturbine', 'Windturbine', 'Windturbine', 'Biomassekraftwerk', 'Gasturbine', 'Gasturbine', 'Gaskombikraftwerk', 'Gaskombikraftwerk', 'Steinkohlekraftwerk', 'Steinkohlekraftwerk', 'Laufwasserkraftwerk', 'Speicherwasserkraftwerk', 'Braunkohlekraftwerk', 'Braunkohlekraftwerk', 'Kernkraftwerk', 'Oelkraftwerk', 'Weitere', 'Weitere', 'Photovoltaik', 'Windturbine', 'Windturbine', 'Windturbine', 'Biomassekraftwerk', 'Gasturbine', 'Gasturbine', 'Gaskombikraftwerk', 'Gaskombikraftwerk', 'Steinkohlekraftwerk', 'Steinkohlekraftwerk', 'Laufwasserkraftwerk', 'Speicherwasserkraftwerk', 'Braunkohlekraftwerk', 'Braunkohlekraftwerk', 'Kernkraftwerk', 'Oelkraftwerk', 'Weitere', 'Weitere', 'Photovoltaik', 'Windturbine', 'Windturbine', 'Windturbine', 'Biomassekraftwerk', 'Gasturbine', 'Gasturbine', 'Gaskombikraftwerk', 'Gaskombikraftwerk', 'Steinkohlekraftwerk', 'Steinkohlekraftwerk', 'Laufwasserkraftwerk', 'Speicherwasserkraftwerk', 'Braunkohlekraftwerk', 'Braunkohlekraftwerk', 'Kernkraftwerk', 'Oelkraftwerk', 'Weitere', 'Weitere', 'Photovoltaik', 'Windturbine', 'Windturbine', 'Windturbine', 'Biomassekraftwerk', 'Gasturbine', 'Gasturbine', 'Gaskombikraftwerk', 'Gaskombikraftwerk', 'Steinkohlekraftwerk', 'Steinkohlekraftwerk', 'Laufwasserkraftwerk', 'Speicherwasserkraftwerk', 'Braunkohlekraftwerk', 'Braunkohlekraftwerk', 'Kernkraftwerk', 'Oelkraftwerk', 'Weitere', 'Weitere', 'Photovoltaik', 'Windturbine', 'Windturbine', 'Windturbine', 'Biomassekraftwerk', 'Gasturbine', 'Gasturbine', 'Gaskombikraftwerk', 'Gaskombikraftwerk', 'Steinkohlekraftwerk', 'Steinkohlekraftwerk', 'Laufwasserkraftwerk', 'Speicherwasserkraftwerk', 'Braunkohlekraftwerk', 'Braunkohlekraftwerk', 'Kernkraftwerk', 'Oelkraftwerk', 'Weitere', 'Weitere', 'Photovoltaik', 'Windturbine', 'Windturbine', 'Windturbine', 'Biomassekraftwerk', 'Gasturbine', 'Gasturbine', 'Gaskombikraftwerk', 'Gaskombikraftwerk', 'Steinkohlekraftwerk', 'Steinkohlekraftwerk', 'Laufwasserkraftwerk', 'Speicherwasserkraftwerk', 'Braunkohlekraftwerk', 'Braunkohlekraftwerk', 'Kernkraftwerk', 'Oelkraftwerk', 'Weitere', 'Weitere', 'Photovoltaik', 'Windturbine', 'Windturbine', 'Windturbine', 'Biomassekraftwerk', 'Gasturbine', 'Gasturbine', 'Gaskombikraftwerk', 'Gaskombikraftwerk', 'Steinkohlekraftwerk', 'Steinkohlekraftwerk', 'Laufwasserkraftwerk', 'Speicherwasserkraftwerk', 'Braunkohlekraftwerk', 'Braunkohlekraftwerk', 'Kernkraftwerk', 'Oelkraftwerk', 'Weitere', 'Weitere', 'Photovoltaik', 'Windturbine', 'Windturbine', 'Windturbine', 'Biomassekraftwerk', 'Gasturbine', 'Gasturbine', 'Gaskombikraftwerk', 'Gaskombikraftwerk', 'Steinkohlekraftwerk', 'Steinkohlekraftwerk', 'Laufwasserkraftwerk', 'Speicherwasserkraftwerk', 'Braunkohlekraftwerk', 'Braunkohlekraftwerk', 'Kernkraftwerk', 'Oelkraftwerk', 'Weitere', 'Weitere', 'Photovoltaik', 'Windturbine', 'Windturbine', 'Windturbine', 'Biomassekraftwerk', 'Gasturbine', 'Gasturbine', 'Gaskombikraftwerk', 'Gaskombikraftwerk', 'Steinkohlekraftwerk', 'Steinkohlekraftwerk', 'Laufwasserkraftwerk', 'Speicherwasserkraftwerk', 'Braunkohlekraftwerk', 'Braunkohlekraftwerk', 'Kernkraftwerk', 'Oelkraftwerk', 'Weitere', 'Weitere', 'Photovoltaik', 'Windturbine', 'Windturbine', 'Windturbine', 'Biomassekraftwerk', 'Gasturbine', 'Gasturbine', 'Gaskombikraftwerk', 'Gaskombikraftwerk', 'Steinkohlekraftwerk', 'Steinkohlekraftwerk', 'Laufwasserkraftwerk', 'Speicherwasserkraftwerk', 'Braunkohlekraftwerk', 'Braunkohlekraftwerk', 'Kernkraftwerk', 'Oelkraftwerk', 'Weitere', 'Weitere', 'Photovoltaik', 'Windturbine', 'Windturbine', 'Windturbine', 'Biomassekraftwerk', 'Gasturbine', 'Gasturbine', 'Gaskombikraftwerk', 'Gaskombikraftwerk', 'Steinkohlekraftwerk', 'Steinkohlekraftwerk', 'Laufwasserkraftwerk', 'Speicherwasserkraftwerk', 'Braunkohlekraftwerk', 'Braunkohlekraftwerk', 'Kernkraftwerk', 'Oelkraftwerk', 'Weitere', 'Weitere', 'Photovoltaik', 'Windturbine', 'Windturbine', 'Windturbine', 'Biomassekraftwerk', 'Gasturbine', 'Gasturbine', 'Gaskombikraftwerk', 'Gaskombikraftwerk', 'Steinkohlekraftwerk', 'Steinkohlekraftwerk', 'Laufwasserkraftwerk', 'Speicherwasserkraftwerk', 'Braunkohlekraftwerk', 'Braunkohlekraftwerk', 'Kernkraftwerk', 'Oelkraftwerk', 'Weitere', 'Weitere', 'Photovoltaik', 'Windturbine', 'Windturbine', 'Windturbine', 'Biomassekraftwerk', 'Gasturbine', 'Gasturbine', 'Gaskombikraftwerk', 'Gaskombikraftwerk', 'Steinkohlekraftwerk', 'Steinkohlekraftwerk', 'Laufwasserkraftwerk', 'Speicherwasserkraftwerk', 'Braunkohlekraftwerk', 'Braunkohlekraftwerk', 'Kernkraftwerk', 'Oelkraftwerk', 'Weitere', 'Weitere', 'Photovoltaik', 'Windturbine', 'Windturbine', 'Windturbine', 'Biomassekraftwerk', 'Gasturbine', 'Gasturbine', 'Gaskombikraftwerk', 'Gaskombikraftwerk', 'Steinkohlekraftwerk', 'Steinkohlekraftwerk', 'Laufwasserkraftwerk', 'Speicherwasserkraftwerk', 'Braunkohlekraftwerk', 'Braunkohlekraftwerk', 'Kernkraftwerk', 'Oelkraftwerk', 'Weitere', 'Weitere', 'Photovoltaik', 'Windturbine', 'Windturbine', 'Windturbine', 'Biomassekraftwerk', 'Gasturbine', 'Gasturbine', 'Gaskombikraftwerk', 'Gaskombikraftwerk', 'Steinkohlekraftwerk', 'Steinkohlekraftwerk', 'Laufwasserkraftwerk', 'Speicherwasserkraftwerk', 'Braunkohlekraftwerk', 'Braunkohlekraftwerk', 'Kernkraftwerk', 'Oelkraftwerk', 'Weitere', 'Weitere', 'Photovoltaik', 'Windturbine', 'Windturbine', 'Windturbine', 'Biomassekraftwerk', 'Gasturbine', 'Gasturbine', 'Gaskombikraftwerk', 'Gaskombikraftwerk', 'Steinkohlekraftwerk', 'Steinkohlekraftwerk', 'Laufwasserkraftwerk', 'Speicherwasserkraftwerk', 'Braunkohlekraftwerk', 'Braunkohlekraftwerk', 'Kernkraftwerk', 'Oelkraftwerk', 'Weitere', 'Weitere', 'Photovoltaik', 'Windturbine', 'Windturbine', 'Windturbine', 'Biomassekraftwerk', 'Gasturbine', 'Gasturbine', 'Gaskombikraftwerk', 'Gaskombikraftwerk', 'Steinkohlekraftwerk', 'Steinkohlekraftwerk', 'Laufwasserkraftwerk', 'Speicherwasserkraftwerk', 'Braunkohlekraftwerk', 'Braunkohlekraftwerk', 'Kernkraftwerk', 'Oelkraftwerk', 'Weitere', 'Weitere', 'Photovoltaik', 'Windturbine', 'Windturbine', 'Windturbine', 'Biomassekraftwerk', 'Gasturbine', 'Gasturbine', 'Gaskombikraftwerk', 'Gaskombikraftwerk', 'Steinkohlekraftwerk', 'Steinkohlekraftwerk', 'Laufwasserkraftwerk', 'Speicherwasserkraftwerk', 'Braunkohlekraftwerk', 'Braunkohlekraftwerk', 'Kernkraftwerk', 'Oelkraftwerk', 'Weitere', 'Weitere', 'Photovoltaik', 'Windturbine', 'Windturbine', 'Windturbine', 'Biomassekraftwerk', 'Gasturbine', 'Gasturbine', 'Gaskombikraftwerk', 'Gaskombikraftwerk', 'Steinkohlekraftwerk', 'Steinkohlekraftwerk', 'Laufwasserkraftwerk', 'Speicherwasserkraftwerk', 'Braunkohlekraftwerk', 'Braunkohlekraftwerk', 'Kernkraftwerk', 'Oelkraftwerk', 'Weitere', 'Weitere', 'Photovoltaik', 'Windturbine', 'Windturbine', 'Windturbine', 'Biomassekraftwerk', 'Gasturbine', 'Gasturbine', 'Gaskombikraftwerk', 'Gaskombikraftwerk', 'Steinkohlekraftwerk', 'Steinkohlekraftwerk', 'Laufwasserkraftwerk', 'Speicherwasserkraftwerk', 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4.3396226415094335e-09, 0.0, 0.0, 1.9999999999999997e-09, 1.896551724137931e-09, 1.342857142857143e-09, 2.82e-08, 1e-09, 2.352941176470588e-10, 0.0, 0.0, 0.0, 0.0, 3.333333333333334e-09, 8.714285714285715e-09, 8.714285714285715e-09, 9.384615384615384e-09, 8.970588235294117e-09, 4.6e-09, 4.3396226415094335e-09, 0.0, 0.0, 1.9999999999999997e-09, 1.896551724137931e-09, 1.342857142857143e-09, 2.82e-08, 1e-09, 2.352941176470588e-10, 0.0, 0.0, 0.0, 0.0, 3.333333333333334e-09, 8.714285714285715e-09, 8.714285714285715e-09, 9.384615384615384e-09, 8.970588235294117e-09, 4.6e-09, 4.3396226415094335e-09, 0.0, 0.0, 1.9999999999999997e-09, 1.896551724137931e-09, 1.342857142857143e-09, 2.82e-08, 1e-09, 2.352941176470588e-10, 0.0, 0.0, 0.0, 0.0, 3.333333333333334e-09, 8.714285714285715e-09, 8.714285714285715e-09, 9.384615384615384e-09, 8.970588235294117e-09, 4.6e-09, 4.3396226415094335e-09, 0.0, 0.0, 1.9999999999999997e-09, 1.896551724137931e-09, 1.342857142857143e-09, 2.82e-08, 1e-09, 2.352941176470588e-10, 0.0, 0.0, 0.0, 0.0, 3.333333333333334e-09, 8.714285714285715e-09, 8.714285714285715e-09, 9.384615384615384e-09, 8.970588235294117e-09, 4.6e-09, 4.3396226415094335e-09, 0.0, 0.0, 1.9999999999999997e-09, 1.896551724137931e-09, 1.342857142857143e-09, 2.82e-08, 1e-09, 2.352941176470588e-10, 0.0, 0.0, 0.0, 0.0, 3.333333333333334e-09, 8.714285714285715e-09, 8.714285714285715e-09, 9.384615384615384e-09, 8.970588235294117e-09, 4.6e-09, 4.3396226415094335e-09, 0.0, 0.0, 1.9999999999999997e-09, 1.896551724137931e-09, 1.342857142857143e-09, 2.82e-08, 1e-09, 2.352941176470588e-10, 0.0, 0.0, 0.0, 0.0, 3.333333333333334e-09, 8.714285714285715e-09, 8.714285714285715e-09, 9.384615384615384e-09, 8.970588235294117e-09, 4.6e-09, 4.3396226415094335e-09, 0.0, 0.0, 1.9999999999999997e-09, 1.896551724137931e-09, 1.342857142857143e-09, 2.82e-08, 1e-09, 2.352941176470588e-10, 0.0, 0.0, 0.0, 0.0, 3.333333333333334e-09, 8.714285714285715e-09, 8.714285714285715e-09, 9.384615384615384e-09, 8.970588235294117e-09, 4.6e-09, 4.3396226415094335e-09, 0.0, 0.0, 1.9999999999999997e-09, 1.896551724137931e-09, 1.342857142857143e-09, 2.82e-08, 1e-09, 2.352941176470588e-10, 0.0, 0.0, 0.0, 0.0, 3.333333333333334e-09, 8.714285714285715e-09, 8.714285714285715e-09, 9.384615384615384e-09, 8.970588235294117e-09, 4.6e-09, 4.3396226415094335e-09, 0.0, 0.0, 1.9999999999999997e-09, 1.896551724137931e-09, 1.342857142857143e-09, 2.82e-08, 1e-09, 2.352941176470588e-10, 0.0, 0.0, 0.0, 0.0, 3.333333333333334e-09, 8.714285714285715e-09, 8.714285714285715e-09, 9.384615384615384e-09, 8.970588235294117e-09, 4.6e-09, 4.3396226415094335e-09, 0.0, 0.0, 1.9999999999999997e-09, 1.896551724137931e-09, 1.342857142857143e-09, 2.82e-08, 1e-09, 2.352941176470588e-10, 0.0, 0.0, 0.0, 0.0, 3.333333333333334e-09, 8.714285714285715e-09, 8.714285714285715e-09, 9.384615384615384e-09, 8.970588235294117e-09, 4.6e-09, 4.3396226415094335e-09, 0.0, 0.0, 1.9999999999999997e-09, 1.896551724137931e-09, 1.342857142857143e-09, 2.82e-08, 1e-09, 2.352941176470588e-10, 0.0, 0.0, 0.0, 0.0, 3.333333333333334e-09, 8.714285714285715e-09, 8.714285714285715e-09, 9.384615384615384e-09, 8.970588235294117e-09, 4.6e-09, 4.3396226415094335e-09, 0.0, 0.0, 1.9999999999999997e-09, 1.896551724137931e-09, 1.342857142857143e-09, 2.82e-08, 1e-09, 2.352941176470588e-10, 0.0, 0.0, 0.0, 0.0]}\n " | kev1 = [1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28,29,30,31,32
,1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28,29,30,31,32
,25,56,7,8,96,10,10,20,23,24,25,56,7,8,96,10,10,20,23,24,25,56,7,8,96,10,10,20,23,24,25,56]
kev2 = [1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28,29,30,31,32
,1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28,29,30,31,32
,25,56,7,8,96,10,10,20,23,24,25,56,7,8,96,10,10,20,23,24,25,56,7,8,96,10,10,20,23,24,25,56]
kev4 = [1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28,29,30,31,32
,1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28,29,30,31,32
,25,56,7,8,96,10,10,20,23,24,25,56,7,8,96,10,10,20,23,24,25,56,7,8,96,10,10,20,23,24,25,56]
kev5 = [1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28,29,30,31,32
,1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28,29,30,31,32
,25,56,7,8,96,10,10,20,23,24,25,56,7,8,96,10,10,20,23,24,25,56,7,8,96,10,10,20,23,24,25,56]
kev11 = [1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28,29,30,31,32
,1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28,29,30,31,32
,25,56,7,8,96,10,10,20,23,24,25,56,7,8,96,10,10,20,23,24,25,56,7,8,96,10,10,20,23,24,25,56]
kev13 = [1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28,29,30,31,32
,1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28,29,30,31,32
,25,56,7,8,96,10,10,20,23,24,25,56,7,8,96,10,10,20,23,24,25,56,7,8,96,10,10,20,23,24,25,56]
KeinKEV = [0]*96 #Array[96] filled with 0s
'kev':[kev1, kev2, KeinKEV, kev4, kev5, KeinKEV, KeinKEV, KeinKEV, kev11, KeinKEV, kev13, KeinKEV], | Models/PowerPlantsLoad/dummy_data/kw_daten/model.py | func_birth | schmocker/Pyjamas | 2 | python | async def func_birth(self):
"\n kev1 = [1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28,29,30,31,32\n ,1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28,29,30,31,32\n ,25,56,7,8,96,10,10,20,23,24,25,56,7,8,96,10,10,20,23,24,25,56,7,8,96,10,10,20,23,24,25,56]\n kev2 = [1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28,29,30,31,32\n ,1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28,29,30,31,32\n ,25,56,7,8,96,10,10,20,23,24,25,56,7,8,96,10,10,20,23,24,25,56,7,8,96,10,10,20,23,24,25,56]\n kev4 = [1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28,29,30,31,32\n ,1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28,29,30,31,32\n ,25,56,7,8,96,10,10,20,23,24,25,56,7,8,96,10,10,20,23,24,25,56,7,8,96,10,10,20,23,24,25,56]\n kev5 = [1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28,29,30,31,32\n ,1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28,29,30,31,32\n ,25,56,7,8,96,10,10,20,23,24,25,56,7,8,96,10,10,20,23,24,25,56,7,8,96,10,10,20,23,24,25,56]\n kev11 = [1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28,29,30,31,32\n ,1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28,29,30,31,32\n ,25,56,7,8,96,10,10,20,23,24,25,56,7,8,96,10,10,20,23,24,25,56,7,8,96,10,10,20,23,24,25,56]\n kev13 = [1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28,29,30,31,32\n ,1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28,29,30,31,32\n ,25,56,7,8,96,10,10,20,23,24,25,56,7,8,96,10,10,20,23,24,25,56,7,8,96,10,10,20,23,24,25,56]\n KeinKEV = [0]*96 #Array[96] filled with 0s\n\n 'kev':[kev1, kev2, KeinKEV, kev4, kev5, KeinKEV, KeinKEV, KeinKEV, kev11, KeinKEV, kev13, KeinKEV],\n "
self.KWDaten = {'id': [1, 2, 3, 4, 5, 6, 8, 10, 11, 12, 13, 14], 'fk_kraftwerkstyp': [2, 1, 2, 1, 2, 1, 5, 3, 3, 6, 4, 4], 'bez_kraftwerkstyp': ['Windturbine', 'Photovoltaik', 'Windturbine', 'Photovoltaik', 'Windturbine', 'Photovoltaik', 'Others', 'Laufwasserkraftwerk', 'Laufwasserkraftwerk', 'Others', 'Speicherwasserkraftwerk', 'Speicherwasserkraftwerk'], 'p_inst': [1000000, 2000000, 3000000, 4000000, 5000000, 6000000, 8000000, 10000000, 11000000, 12000000, 13000000, 14000000], 'spez_info': [{'NH': 150, 'Z0': 0.03}, {}, {'NH': 100, 'Z0': 0.2}, {}, {'NH': 250, 'Z0': 0.03}, {}, {}, {}, {}, {}, {}, {}], 'capex': [1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12], 'spez_opex': [0.01, 0.02, 0.03, 0.04, 0.05, 0.06, 0.07, 0.08, 0.09, 0.1, 0.11, 0.12], 'brennstoffkosten': [0.1, 0.2, 0.3, 0.4, 0.5, 0.6, 0.7, 0.8, 0.9, 0.1, 0.11, 0.12], 'co2_kosten': [0.001, 0.002, 0.003, 0.004, 0.005, 0.006, 0.007, 0.008, 0.009, 0.001, 0.0011, 0.0012], 'entsorgungskosten': [0.1, 0.2, 0.3, 0.4, 0.5, 0.6, 0.7, 0.8, 0.9, 0.1, 0.11, 0.12], 'lat': [51.165691, 46.227638, 47.516231, 41.87194, 51.165691, 46.227638, 47.516231, 41.87194, 51.165691, 46.227638, 47.516231, 41.87194], 'long': [10.451526, 2.213749, 14.550072, 12.56738, 10.451526, 2.213749, 14.550072, 12.56738, 10.451526, 2.213749, 14.550072, 12.56738]}
"\n self.KWDaten = {'id': [1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 52, 53, 54, 55, 56, 57, 58, 59, 60, 61, 62, 63, 64, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74, 75, 76, 77, 78, 79, 80, 81, 82, 83, 84, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 105, 106, 107, 108, 109, 110, 111, 112, 113, 114, 115, 116, 117, 118, 119, 120, 121, 122, 123, 124, 125, 126, 127, 128, 129, 130, 131, 132, 133, 134, 135, 136, 137, 138, 139, 140, 141, 142, 143, 144, 145, 146, 147, 148, 149, 150, 151, 152, 153, 154, 155, 156, 157, 158, 159, 160, 161, 162, 163, 164, 165, 166, 167, 168, 169, 170, 171, 172, 173, 174, 175, 176, 177, 178, 179, 180, 181, 182, 183, 184, 185, 186, 187, 188, 189, 190, 191, 192, 193, 194, 195, 196, 197, 198, 199, 200, 201, 202, 203, 204, 205, 206, 207, 208, 209, 210, 211, 212, 213, 214, 215, 216, 217, 218, 219, 220, 221, 222, 223, 224, 225, 226, 227, 228, 229, 230, 231, 232, 233, 234, 235, 236, 237, 238, 239, 240, 241, 242, 243, 244, 245, 246, 247, 248, 249, 250, 251, 252, 253, 254, 255, 256, 257, 258, 259, 260, 261, 262, 263, 264, 265, 266, 267, 268, 269, 270, 271, 272, 273, 274, 275, 276, 277, 278, 279, 280, 281, 282, 283, 284, 285, 286, 287, 288, 289, 290, 291, 292, 293, 294, 295, 296, 297, 298, 299, 300, 301, 302, 303, 304, 305, 306, 307, 308, 309, 310, 311, 312, 313, 314, 315, 316, 317, 318, 319, 320, 321, 322, 323, 324, 325, 326, 327, 328, 329, 330, 331, 332, 333, 334, 335, 336, 337, 338, 339, 340, 341, 342, 343, 344, 345, 346, 347, 348, 349, 350, 351, 352, 353, 354, 355, 356, 357, 358, 359, 360, 361, 362, 363, 364, 365, 366, 367, 368, 369, 370, 371, 372, 373, 374, 375, 376, 377, 378, 379, 380, 381, 382, 383, 384, 385, 386, 387, 388, 389, 390, 391, 392, 393, 394, 395, 396, 397, 398, 399, 400, 401, 402, 403, 404, 405, 406, 407, 408, 409, 410, 411, 412, 413, 414, 415, 416, 417, 418, 419, 420, 421, 422, 423, 424, 425, 426, 427, 428, 429, 430, 431, 432, 433, 434, 435, 436, 437, 438, 439, 440, 441, 442, 443, 444, 445, 446, 447, 448, 449, 450, 451, 452, 453, 454, 455, 456, 457, 458, 459, 460, 461, 462, 463, 464, 465, 466, 467, 468, 469, 470, 471, 472, 473, 474, 475],\n 'kw_bezeichnung': ['ALB_Biomassekraftwerk', 'ALB_GT absicherung', 'ALB_GT peak', 'ALB_Gaskombikraftwerk alt', 'ALB_Gaskombikraftwerk neu', 'ALB_Steinkohlekraftwerk alt', 'ALB_Steinkohlekraftwerk neu', 'ALB_Laufwasserkraftwerk', 'ALB_Speicherwasserkraftwerk', 'ALB_Braunkohlekraftwerk alt', 'ALB_Braunkohlekraftwerk neu', 'ALB_Kernkraftwerk', 'ALB_Oelkraftwerk', 'ALB_Weitere non-RES', 'ALB_Weitere RES', 'ALB_PV', 'ALB_Wind onshore stark', 'ALB_Wind onshore schwach', 'ALB_Wind offshore', 'AUT_Biomassekraftwerk', 'AUT_GT absicherung', 'AUT_GT peak', 'AUT_Gaskombikraftwerk alt', 'AUT_Gaskombikraftwerk neu', 'AUT_Steinkohlekraftwerk alt', 'AUT_Steinkohlekraftwerk neu', 'AUT_Laufwasserkraftwerk', 'AUT_Speicherwasserkraftwerk', 'AUT_Braunkohlekraftwerk alt', 'AUT_Braunkohlekraftwerk neu', 'AUT_Kernkraftwerk', 'AUT_Oelkraftwerk', 'AUT_Weitere non-RES', 'AUT_Weitere RES', 'AUT_PV', 'AUT_Wind onshore stark', 'AUT_Wind onshore schwach', 'AUT_Wind offshore', 'BIH_Biomassekraftwerk', 'BIH_GT absicherung', 'BIH_GT peak', 'BIH_Gaskombikraftwerk alt', 'BIH_Gaskombikraftwerk neu', 'BIH_Steinkohlekraftwerk alt', 'BIH_Steinkohlekraftwerk neu', 'BIH_Laufwasserkraftwerk', 'BIH_Speicherwasserkraftwerk', 'BIH_Braunkohlekraftwerk alt', 'BIH_Braunkohlekraftwerk neu', 'BIH_Kernkraftwerk', 'BIH_Oelkraftwerk', 'BIH_Weitere non-RES', 'BIH_Weitere RES', 'BIH_PV', 'BIH_Wind onshore stark', 'BIH_Wind onshore schwach', 'BIH_Wind offshore', 'BEL_Biomassekraftwerk', 'BEL_GT absicherung', 'BEL_GT peak', 'BEL_Gaskombikraftwerk alt', 'BEL_Gaskombikraftwerk neu', 'BEL_Steinkohlekraftwerk alt', 'BEL_Steinkohlekraftwerk neu', 'BEL_Laufwasserkraftwerk', 'BEL_Speicherwasserkraftwerk', 'BEL_Braunkohlekraftwerk alt', 'BEL_Braunkohlekraftwerk neu', 'BEL_Kernkraftwerk', 'BEL_Oelkraftwerk', 'BEL_Weitere non-RES', 'BEL_Weitere RES', 'BEL_PV', 'BEL_Wind onshore stark', 'BEL_Wind onshore schwach', 'BEL_Wind offshore', 'BGR_Biomassekraftwerk', 'BGR_GT absicherung', 'BGR_GT peak', 'BGR_Gaskombikraftwerk alt', 'BGR_Gaskombikraftwerk neu', 'BGR_Steinkohlekraftwerk alt', 'BGR_Steinkohlekraftwerk neu', 'BGR_Laufwasserkraftwerk', 'BGR_Speicherwasserkraftwerk', 'BGR_Braunkohlekraftwerk alt', 'BGR_Braunkohlekraftwerk neu', 'BGR_Kernkraftwerk', 'BGR_Oelkraftwerk', 'BGR_Weitere non-RES', 'BGR_Weitere RES', 'BGR_PV', 'BGR_Wind onshore stark', 'BGR_Wind onshore schwach', 'BGR_Wind offshore', 'CHE_Biomassekraftwerk', 'CHE_GT absicherung', 'CHE_GT peak', 'CHE_Gaskombikraftwerk alt', 'CHE_Gaskombikraftwerk neu', 'CHE_Steinkohlekraftwerk alt', 'CHE_Steinkohlekraftwerk neu', 'CHE_Laufwasserkraftwerk', 'CHE_Speicherwasserkraftwerk', 'CHE_Braunkohlekraftwerk alt', 'CHE_Braunkohlekraftwerk neu', 'CHE_Kernkraftwerk', 'CHE_Oelkraftwerk', 'CHE_Weitere non-RES', 'CHE_Weitere RES', 'CHE_PV', 'CHE_Wind onshore stark', 'CHE_Wind onshore schwach', 'CHE_Wind offshore', 'CZE_Biomassekraftwerk', 'CZE_GT absicherung', 'CZE_GT peak', 'CZE_Gaskombikraftwerk alt', 'CZE_Gaskombikraftwerk neu', 'CZE_Steinkohlekraftwerk alt', 'CZE_Steinkohlekraftwerk neu', 'CZE_Laufwasserkraftwerk', 'CZE_Speicherwasserkraftwerk', 'CZE_Braunkohlekraftwerk alt', 'CZE_Braunkohlekraftwerk neu', 'CZE_Kernkraftwerk', 'CZE_Oelkraftwerk', 'CZE_Weitere non-RES', 'CZE_Weitere RES', 'CZE_PV', 'CZE_Wind onshore stark', 'CZE_Wind onshore schwach', 'CZE_Wind offshore', 'DEU_Biomassekraftwerk', 'DEU_GT absicherung', 'DEU_GT peak', 'DEU_Gaskombikraftwerk alt', 'DEU_Gaskombikraftwerk neu', 'DEU_Steinkohlekraftwerk alt', 'DEU_Steinkohlekraftwerk neu', 'DEU_Laufwasserkraftwerk', 'DEU_Speicherwasserkraftwerk', 'DEU_Braunkohlekraftwerk alt', 'DEU_Braunkohlekraftwerk neu', 'DEU_Kernkraftwerk', 'DEU_Oelkraftwerk', 'DEU_Weitere non-RES', 'DEU_Weitere RES', 'DEU_PV', 'DEU_Wind onshore stark', 'DEU_Wind onshore schwach', 'DEU_Wind offshore', 'DNK_Biomassekraftwerk', 'DNK_GT absicherung', 'DNK_GT peak', 'DNK_Gaskombikraftwerk alt', 'DNK_Gaskombikraftwerk neu', 'DNK_Steinkohlekraftwerk alt', 'DNK_Steinkohlekraftwerk neu', 'DNK_Laufwasserkraftwerk', 'DNK_Speicherwasserkraftwerk', 'DNK_Braunkohlekraftwerk alt', 'DNK_Braunkohlekraftwerk neu', 'DNK_Kernkraftwerk', 'DNK_Oelkraftwerk', 'DNK_Weitere non-RES', 'DNK_Weitere RES', 'DNK_PV', 'DNK_Wind onshore stark', 'DNK_Wind onshore schwach', 'DNK_Wind offshore', 'ESP_Biomassekraftwerk', 'ESP_GT absicherung', 'ESP_GT peak', 'ESP_Gaskombikraftwerk alt', 'ESP_Gaskombikraftwerk neu', 'ESP_Steinkohlekraftwerk alt', 'ESP_Steinkohlekraftwerk neu', 'ESP_Laufwasserkraftwerk', 'ESP_Speicherwasserkraftwerk', 'ESP_Braunkohlekraftwerk alt', 'ESP_Braunkohlekraftwerk neu', 'ESP_Kernkraftwerk', 'ESP_Oelkraftwerk', 'ESP_Weitere non-RES', 'ESP_Weitere RES', 'ESP_PV', 'ESP_Wind onshore stark', 'ESP_Wind onshore schwach', 'ESP_Wind offshore', 'FRA_Biomassekraftwerk', 'FRA_GT absicherung', 'FRA_GT peak', 'FRA_Gaskombikraftwerk alt', 'FRA_Gaskombikraftwerk neu', 'FRA_Steinkohlekraftwerk alt', 'FRA_Steinkohlekraftwerk neu', 'FRA_Laufwasserkraftwerk', 'FRA_Speicherwasserkraftwerk', 'FRA_Braunkohlekraftwerk alt', 'FRA_Braunkohlekraftwerk neu', 'FRA_Kernkraftwerk', 'FRA_Oelkraftwerk', 'FRA_Weitere non-RES', 'FRA_Weitere RES', 'FRA_PV', 'FRA_Wind onshore stark', 'FRA_Wind onshore schwach', 'FRA_Wind offshore', 'GRC_Biomassekraftwerk', 'GRC_GT absicherung', 'GRC_GT peak', 'GRC_Gaskombikraftwerk alt', 'GRC_Gaskombikraftwerk neu', 'GRC_Steinkohlekraftwerk alt', 'GRC_Steinkohlekraftwerk neu', 'GRC_Laufwasserkraftwerk', 'GRC_Speicherwasserkraftwerk', 'GRC_Braunkohlekraftwerk alt', 'GRC_Braunkohlekraftwerk neu', 'GRC_Kernkraftwerk', 'GRC_Oelkraftwerk', 'GRC_Weitere non-RES', 'GRC_Weitere RES', 'GRC_PV', 'GRC_Wind onshore stark', 'GRC_Wind onshore schwach', 'GRC_Wind offshore', 'HRV_Biomassekraftwerk', 'HRV_GT absicherung', 'HRV_GT peak', 'HRV_Gaskombikraftwerk alt', 'HRV_Gaskombikraftwerk neu', 'HRV_Steinkohlekraftwerk alt', 'HRV_Steinkohlekraftwerk neu', 'HRV_Laufwasserkraftwerk', 'HRV_Speicherwasserkraftwerk', 'HRV_Braunkohlekraftwerk alt', 'HRV_Braunkohlekraftwerk neu', 'HRV_Kernkraftwerk', 'HRV_Oelkraftwerk', 'HRV_Weitere non-RES', 'HRV_Weitere RES', 'HRV_PV', 'HRV_Wind onshore stark', 'HRV_Wind onshore schwach', 'HRV_Wind offshore', 'HUN_Biomassekraftwerk', 'HUN_GT absicherung', 'HUN_GT peak', 'HUN_Gaskombikraftwerk alt', 'HUN_Gaskombikraftwerk neu', 'HUN_Steinkohlekraftwerk alt', 'HUN_Steinkohlekraftwerk neu', 'HUN_Laufwasserkraftwerk', 'HUN_Speicherwasserkraftwerk', 'HUN_Braunkohlekraftwerk alt', 'HUN_Braunkohlekraftwerk neu', 'HUN_Kernkraftwerk', 'HUN_Oelkraftwerk', 'HUN_Weitere non-RES', 'HUN_Weitere RES', 'HUN_PV', 'HUN_Wind onshore stark', 'HUN_Wind onshore schwach', 'HUN_Wind offshore', 'ITA_Biomassekraftwerk', 'ITA_GT absicherung', 'ITA_GT peak', 'ITA_Gaskombikraftwerk alt', 'ITA_Gaskombikraftwerk neu', 'ITA_Steinkohlekraftwerk alt', 'ITA_Steinkohlekraftwerk neu', 'ITA_Laufwasserkraftwerk', 'ITA_Speicherwasserkraftwerk', 'ITA_Braunkohlekraftwerk alt', 'ITA_Braunkohlekraftwerk neu', 'ITA_Kernkraftwerk', 'ITA_Oelkraftwerk', 'ITA_Weitere non-RES', 'ITA_Weitere RES', 'ITA_PV', 'ITA_Wind onshore stark', 'ITA_Wind onshore schwach', 'ITA_Wind offshore', 'LUX_Biomassekraftwerk', 'LUX_GT absicherung', 'LUX_GT peak', 'LUX_Gaskombikraftwerk alt', 'LUX_Gaskombikraftwerk neu', 'LUX_Steinkohlekraftwerk alt', 'LUX_Steinkohlekraftwerk neu', 'LUX_Laufwasserkraftwerk', 'LUX_Speicherwasserkraftwerk', 'LUX_Braunkohlekraftwerk alt', 'LUX_Braunkohlekraftwerk neu', 'LUX_Kernkraftwerk', 'LUX_Oelkraftwerk', 'LUX_Weitere non-RES', 'LUX_Weitere RES', 'LUX_PV', 'LUX_Wind onshore stark', 'LUX_Wind onshore schwach', 'LUX_Wind offshore', 'MNE_Biomassekraftwerk', 'MNE_GT absicherung', 'MNE_GT peak', 'MNE_Gaskombikraftwerk alt', 'MNE_Gaskombikraftwerk neu', 'MNE_Steinkohlekraftwerk alt', 'MNE_Steinkohlekraftwerk neu', 'MNE_Laufwasserkraftwerk', 'MNE_Speicherwasserkraftwerk', 'MNE_Braunkohlekraftwerk alt', 'MNE_Braunkohlekraftwerk neu', 'MNE_Kernkraftwerk', 'MNE_Oelkraftwerk', 'MNE_Weitere non-RES', 'MNE_Weitere RES', 'MNE_PV', 'MNE_Wind onshore stark', 'MNE_Wind onshore schwach', 'MNE_Wind offshore', 'MKD_Biomassekraftwerk', 'MKD_GT absicherung', 'MKD_GT peak', 'MKD_Gaskombikraftwerk alt', 'MKD_Gaskombikraftwerk neu', 'MKD_Steinkohlekraftwerk alt', 'MKD_Steinkohlekraftwerk neu', 'MKD_Laufwasserkraftwerk', 'MKD_Speicherwasserkraftwerk', 'MKD_Braunkohlekraftwerk alt', 'MKD_Braunkohlekraftwerk neu', 'MKD_Kernkraftwerk', 'MKD_Oelkraftwerk', 'MKD_Weitere non-RES', 'MKD_Weitere RES', 'MKD_PV', 'MKD_Wind onshore stark', 'MKD_Wind onshore schwach', 'MKD_Wind offshore', 'NLD_Biomassekraftwerk', 'NLD_GT absicherung', 'NLD_GT peak', 'NLD_Gaskombikraftwerk alt', 'NLD_Gaskombikraftwerk neu', 'NLD_Steinkohlekraftwerk alt', 'NLD_Steinkohlekraftwerk neu', 'NLD_Laufwasserkraftwerk', 'NLD_Speicherwasserkraftwerk', 'NLD_Braunkohlekraftwerk alt', 'NLD_Braunkohlekraftwerk neu', 'NLD_Kernkraftwerk', 'NLD_Oelkraftwerk', 'NLD_Weitere non-RES', 'NLD_Weitere RES', 'NLD_PV', 'NLD_Wind onshore stark', 'NLD_Wind onshore schwach', 'NLD_Wind offshore', 'POL_Biomassekraftwerk', 'POL_GT absicherung', 'POL_GT peak', 'POL_Gaskombikraftwerk alt', 'POL_Gaskombikraftwerk neu', 'POL_Steinkohlekraftwerk alt', 'POL_Steinkohlekraftwerk neu', 'POL_Laufwasserkraftwerk', 'POL_Speicherwasserkraftwerk', 'POL_Braunkohlekraftwerk alt', 'POL_Braunkohlekraftwerk neu', 'POL_Kernkraftwerk', 'POL_Oelkraftwerk', 'POL_Weitere non-RES', 'POL_Weitere RES', 'POL_PV', 'POL_Wind onshore stark', 'POL_Wind onshore schwach', 'POL_Wind offshore', 'PRT_Biomassekraftwerk', 'PRT_GT absicherung', 'PRT_GT peak', 'PRT_Gaskombikraftwerk alt', 'PRT_Gaskombikraftwerk neu', 'PRT_Steinkohlekraftwerk alt', 'PRT_Steinkohlekraftwerk neu', 'PRT_Laufwasserkraftwerk', 'PRT_Speicherwasserkraftwerk', 'PRT_Braunkohlekraftwerk alt', 'PRT_Braunkohlekraftwerk neu', 'PRT_Kernkraftwerk', 'PRT_Oelkraftwerk', 'PRT_Weitere non-RES', 'PRT_Weitere RES', 'PRT_PV', 'PRT_Wind onshore stark', 'PRT_Wind onshore schwach', 'PRT_Wind offshore', 'ROU_Biomassekraftwerk', 'ROU_GT absicherung', 'ROU_GT peak', 'ROU_Gaskombikraftwerk alt', 'ROU_Gaskombikraftwerk neu', 'ROU_Steinkohlekraftwerk alt', 'ROU_Steinkohlekraftwerk neu', 'ROU_Laufwasserkraftwerk', 'ROU_Speicherwasserkraftwerk', 'ROU_Braunkohlekraftwerk alt', 'ROU_Braunkohlekraftwerk neu', 'ROU_Kernkraftwerk', 'ROU_Oelkraftwerk', 'ROU_Weitere non-RES', 'ROU_Weitere RES', 'ROU_PV', 'ROU_Wind onshore stark', 'ROU_Wind onshore schwach', 'ROU_Wind offshore', 'SRB_Biomassekraftwerk', 'SRB_GT absicherung', 'SRB_GT peak', 'SRB_Gaskombikraftwerk alt', 'SRB_Gaskombikraftwerk neu', 'SRB_Steinkohlekraftwerk alt', 'SRB_Steinkohlekraftwerk neu', 'SRB_Laufwasserkraftwerk', 'SRB_Speicherwasserkraftwerk', 'SRB_Braunkohlekraftwerk alt', 'SRB_Braunkohlekraftwerk neu', 'SRB_Kernkraftwerk', 'SRB_Oelkraftwerk', 'SRB_Weitere non-RES', 'SRB_Weitere RES', 'SRB_PV', 'SRB_Wind onshore stark', 'SRB_Wind onshore schwach', 'SRB_Wind offshore', 'SVN_Biomassekraftwerk', 'SVN_GT absicherung', 'SVN_GT peak', 'SVN_Gaskombikraftwerk alt', 'SVN_Gaskombikraftwerk neu', 'SVN_Steinkohlekraftwerk alt', 'SVN_Steinkohlekraftwerk neu', 'SVN_Laufwasserkraftwerk', 'SVN_Speicherwasserkraftwerk', 'SVN_Braunkohlekraftwerk alt', 'SVN_Braunkohlekraftwerk neu', 'SVN_Kernkraftwerk', 'SVN_Oelkraftwerk', 'SVN_Weitere non-RES', 'SVN_Weitere RES', 'SVN_PV', 'SVN_Wind onshore stark', 'SVN_Wind onshore schwach', 'SVN_Wind offshore', 'SVK_Biomassekraftwerk', 'SVK_GT absicherung', 'SVK_GT peak', 'SVK_Gaskombikraftwerk alt', 'SVK_Gaskombikraftwerk neu', 'SVK_Steinkohlekraftwerk alt', 'SVK_Steinkohlekraftwerk neu', 'SVK_Laufwasserkraftwerk', 'SVK_Speicherwasserkraftwerk', 'SVK_Braunkohlekraftwerk alt', 'SVK_Braunkohlekraftwerk neu', 'SVK_Kernkraftwerk', 'SVK_Oelkraftwerk', 'SVK_Weitere non-RES', 'SVK_Weitere RES', 'SVK_PV', 'SVK_Wind onshore stark', 'SVK_Wind onshore schwach', 'SVK_Wind offshore'],\n 'lat': [41.14244989, 41.14244989, 41.14244989, 41.14244989, 41.14244989, 41.14244989, 41.14244989, 41.14244989, 41.14244989, 41.14244989, 41.14244989, 41.14244989, 41.14244989, 41.14244989, 41.14244989, 41.14244989, 41.14244989, 41.14244989, 41.14244989, 47.58549439, 47.58549439, 47.58549439, 47.58549439, 47.58549439, 47.58549439, 47.58549439, 47.58549439, 47.58549439, 47.58549439, 47.58549439, 47.58549439, 47.58549439, 47.58549439, 47.58549439, 47.58549439, 47.58549439, 47.58549439, 47.58549439, 44.17450125, 44.17450125, 44.17450125, 44.17450125, 44.17450125, 44.17450125, 44.17450125, 44.17450125, 44.17450125, 44.17450125, 44.17450125, 44.17450125, 44.17450125, 44.17450125, 44.17450125, 44.17450125, 44.17450125, 44.17450125, 44.17450125, 50.63981576, 50.63981576, 50.63981576, 50.63981576, 50.63981576, 50.63981576, 50.63981576, 50.63981576, 50.63981576, 50.63981576, 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16, 15, 14, 1, 4, 5, 6, 7, 12, 13, 9, 11, 2, 3, 8, 17, 19, 18, 10, 16, 15, 14, 1, 4, 5, 6, 7, 12, 13, 9, 11, 2, 3, 8, 17, 19, 18, 10, 16, 15, 14, 1, 4, 5, 6, 7, 12, 13, 9, 11, 2, 3, 8, 17, 19, 18, 10, 16, 15, 14, 1, 4, 5, 6, 7, 12, 13, 9, 11, 2, 3, 8, 17, 19, 18, 10, 16, 15, 14, 1, 4, 5, 6, 7, 12, 13, 9, 11, 2, 3, 8, 17, 19, 18, 10, 16, 15, 14, 1, 4, 5, 6, 7, 12, 13, 9, 11, 2, 3, 8, 17, 19, 18, 10, 16, 15, 14, 1, 4, 5, 6, 7, 12, 13, 9, 11, 2, 3, 8, 17, 19, 18, 10, 16, 15, 14, 1, 4, 5, 6, 7, 12, 13, 9, 11, 2, 3, 8, 17, 19, 18, 10, 16, 15, 14, 1, 4, 5, 6, 7, 12, 13, 9, 11, 2, 3, 8, 17, 19, 18, 10, 16, 15, 14, 1, 4, 5, 6, 7, 12, 13, 9, 11, 2, 3, 8, 17, 19, 18, 10, 16, 15, 14, 1, 4, 5, 6, 7, 12, 13, 9, 11, 2, 3, 8, 17, 19, 18, 10, 16, 15, 14, 1, 4, 5, 6, 7, 12, 13, 9, 11, 2, 3, 8, 17, 19, 18, 10, 16, 15, 14, 1, 4, 5, 6, 7, 12, 13, 9, 11, 2, 3, 8, 17, 19, 18, 10, 16, 15, 14, 1, 4, 5, 6, 7, 12, 13, 9, 11, 2, 3, 8, 17, 19, 18, 10, 16, 15, 14, 1, 4, 5, 6, 7, 12, 13, 9, 11, 2, 3, 8, 17, 19, 18, 10, 16, 15, 14, 1, 4, 5, 6, 7, 12, 13, 9, 11, 2, 3, 8, 17, 19, 18, 10, 16, 15, 14],\n 'bez_kraftwerkstyp': ['Biomassekraftwerk', 'Gasturbine', 'Gasturbine', 'Gaskombikraftwerk', 'Gaskombikraftwerk', 'Steinkohlekraftwerk', 'Steinkohlekraftwerk', 'Laufwasserkraftwerk', 'Speicherwasserkraftwerk', 'Braunkohlekraftwerk', 'Braunkohlekraftwerk', 'Kernkraftwerk', 'Oelkraftwerk', 'Weitere', 'Weitere', 'Photovoltaik', 'Windturbine', 'Windturbine', 'Windturbine', 'Biomassekraftwerk', 'Gasturbine', 'Gasturbine', 'Gaskombikraftwerk', 'Gaskombikraftwerk', 'Steinkohlekraftwerk', 'Steinkohlekraftwerk', 'Laufwasserkraftwerk', 'Speicherwasserkraftwerk', 'Braunkohlekraftwerk', 'Braunkohlekraftwerk', 'Kernkraftwerk', 'Oelkraftwerk', 'Weitere', 'Weitere', 'Photovoltaik', 'Windturbine', 'Windturbine', 'Windturbine', 'Biomassekraftwerk', 'Gasturbine', 'Gasturbine', 'Gaskombikraftwerk', 'Gaskombikraftwerk', 'Steinkohlekraftwerk', 'Steinkohlekraftwerk', 'Laufwasserkraftwerk', 'Speicherwasserkraftwerk', 'Braunkohlekraftwerk', 'Braunkohlekraftwerk', 'Kernkraftwerk', 'Oelkraftwerk', 'Weitere', 'Weitere', 'Photovoltaik', 'Windturbine', 'Windturbine', 'Windturbine', 'Biomassekraftwerk', 'Gasturbine', 'Gasturbine', 'Gaskombikraftwerk', 'Gaskombikraftwerk', 'Steinkohlekraftwerk', 'Steinkohlekraftwerk', 'Laufwasserkraftwerk', 'Speicherwasserkraftwerk', 'Braunkohlekraftwerk', 'Braunkohlekraftwerk', 'Kernkraftwerk', 'Oelkraftwerk', 'Weitere', 'Weitere', 'Photovoltaik', 'Windturbine', 'Windturbine', 'Windturbine', 'Biomassekraftwerk', 'Gasturbine', 'Gasturbine', 'Gaskombikraftwerk', 'Gaskombikraftwerk', 'Steinkohlekraftwerk', 'Steinkohlekraftwerk', 'Laufwasserkraftwerk', 'Speicherwasserkraftwerk', 'Braunkohlekraftwerk', 'Braunkohlekraftwerk', 'Kernkraftwerk', 'Oelkraftwerk', 'Weitere', 'Weitere', 'Photovoltaik', 'Windturbine', 'Windturbine', 'Windturbine', 'Biomassekraftwerk', 'Gasturbine', 'Gasturbine', 'Gaskombikraftwerk', 'Gaskombikraftwerk', 'Steinkohlekraftwerk', 'Steinkohlekraftwerk', 'Laufwasserkraftwerk', 'Speicherwasserkraftwerk', 'Braunkohlekraftwerk', 'Braunkohlekraftwerk', 'Kernkraftwerk', 'Oelkraftwerk', 'Weitere', 'Weitere', 'Photovoltaik', 'Windturbine', 'Windturbine', 'Windturbine', 'Biomassekraftwerk', 'Gasturbine', 'Gasturbine', 'Gaskombikraftwerk', 'Gaskombikraftwerk', 'Steinkohlekraftwerk', 'Steinkohlekraftwerk', 'Laufwasserkraftwerk', 'Speicherwasserkraftwerk', 'Braunkohlekraftwerk', 'Braunkohlekraftwerk', 'Kernkraftwerk', 'Oelkraftwerk', 'Weitere', 'Weitere', 'Photovoltaik', 'Windturbine', 'Windturbine', 'Windturbine', 'Biomassekraftwerk', 'Gasturbine', 'Gasturbine', 'Gaskombikraftwerk', 'Gaskombikraftwerk', 'Steinkohlekraftwerk', 'Steinkohlekraftwerk', 'Laufwasserkraftwerk', 'Speicherwasserkraftwerk', 'Braunkohlekraftwerk', 'Braunkohlekraftwerk', 'Kernkraftwerk', 'Oelkraftwerk', 'Weitere', 'Weitere', 'Photovoltaik', 'Windturbine', 'Windturbine', 'Windturbine', 'Biomassekraftwerk', 'Gasturbine', 'Gasturbine', 'Gaskombikraftwerk', 'Gaskombikraftwerk', 'Steinkohlekraftwerk', 'Steinkohlekraftwerk', 'Laufwasserkraftwerk', 'Speicherwasserkraftwerk', 'Braunkohlekraftwerk', 'Braunkohlekraftwerk', 'Kernkraftwerk', 'Oelkraftwerk', 'Weitere', 'Weitere', 'Photovoltaik', 'Windturbine', 'Windturbine', 'Windturbine', 'Biomassekraftwerk', 'Gasturbine', 'Gasturbine', 'Gaskombikraftwerk', 'Gaskombikraftwerk', 'Steinkohlekraftwerk', 'Steinkohlekraftwerk', 'Laufwasserkraftwerk', 'Speicherwasserkraftwerk', 'Braunkohlekraftwerk', 'Braunkohlekraftwerk', 'Kernkraftwerk', 'Oelkraftwerk', 'Weitere', 'Weitere', 'Photovoltaik', 'Windturbine', 'Windturbine', 'Windturbine', 'Biomassekraftwerk', 'Gasturbine', 'Gasturbine', 'Gaskombikraftwerk', 'Gaskombikraftwerk', 'Steinkohlekraftwerk', 'Steinkohlekraftwerk', 'Laufwasserkraftwerk', 'Speicherwasserkraftwerk', 'Braunkohlekraftwerk', 'Braunkohlekraftwerk', 'Kernkraftwerk', 'Oelkraftwerk', 'Weitere', 'Weitere', 'Photovoltaik', 'Windturbine', 'Windturbine', 'Windturbine', 'Biomassekraftwerk', 'Gasturbine', 'Gasturbine', 'Gaskombikraftwerk', 'Gaskombikraftwerk', 'Steinkohlekraftwerk', 'Steinkohlekraftwerk', 'Laufwasserkraftwerk', 'Speicherwasserkraftwerk', 'Braunkohlekraftwerk', 'Braunkohlekraftwerk', 'Kernkraftwerk', 'Oelkraftwerk', 'Weitere', 'Weitere', 'Photovoltaik', 'Windturbine', 'Windturbine', 'Windturbine', 'Biomassekraftwerk', 'Gasturbine', 'Gasturbine', 'Gaskombikraftwerk', 'Gaskombikraftwerk', 'Steinkohlekraftwerk', 'Steinkohlekraftwerk', 'Laufwasserkraftwerk', 'Speicherwasserkraftwerk', 'Braunkohlekraftwerk', 'Braunkohlekraftwerk', 'Kernkraftwerk', 'Oelkraftwerk', 'Weitere', 'Weitere', 'Photovoltaik', 'Windturbine', 'Windturbine', 'Windturbine', 'Biomassekraftwerk', 'Gasturbine', 'Gasturbine', 'Gaskombikraftwerk', 'Gaskombikraftwerk', 'Steinkohlekraftwerk', 'Steinkohlekraftwerk', 'Laufwasserkraftwerk', 'Speicherwasserkraftwerk', 'Braunkohlekraftwerk', 'Braunkohlekraftwerk', 'Kernkraftwerk', 'Oelkraftwerk', 'Weitere', 'Weitere', 'Photovoltaik', 'Windturbine', 'Windturbine', 'Windturbine', 'Biomassekraftwerk', 'Gasturbine', 'Gasturbine', 'Gaskombikraftwerk', 'Gaskombikraftwerk', 'Steinkohlekraftwerk', 'Steinkohlekraftwerk', 'Laufwasserkraftwerk', 'Speicherwasserkraftwerk', 'Braunkohlekraftwerk', 'Braunkohlekraftwerk', 'Kernkraftwerk', 'Oelkraftwerk', 'Weitere', 'Weitere', 'Photovoltaik', 'Windturbine', 'Windturbine', 'Windturbine', 'Biomassekraftwerk', 'Gasturbine', 'Gasturbine', 'Gaskombikraftwerk', 'Gaskombikraftwerk', 'Steinkohlekraftwerk', 'Steinkohlekraftwerk', 'Laufwasserkraftwerk', 'Speicherwasserkraftwerk', 'Braunkohlekraftwerk', 'Braunkohlekraftwerk', 'Kernkraftwerk', 'Oelkraftwerk', 'Weitere', 'Weitere', 'Photovoltaik', 'Windturbine', 'Windturbine', 'Windturbine', 'Biomassekraftwerk', 'Gasturbine', 'Gasturbine', 'Gaskombikraftwerk', 'Gaskombikraftwerk', 'Steinkohlekraftwerk', 'Steinkohlekraftwerk', 'Laufwasserkraftwerk', 'Speicherwasserkraftwerk', 'Braunkohlekraftwerk', 'Braunkohlekraftwerk', 'Kernkraftwerk', 'Oelkraftwerk', 'Weitere', 'Weitere', 'Photovoltaik', 'Windturbine', 'Windturbine', 'Windturbine', 'Biomassekraftwerk', 'Gasturbine', 'Gasturbine', 'Gaskombikraftwerk', 'Gaskombikraftwerk', 'Steinkohlekraftwerk', 'Steinkohlekraftwerk', 'Laufwasserkraftwerk', 'Speicherwasserkraftwerk', 'Braunkohlekraftwerk', 'Braunkohlekraftwerk', 'Kernkraftwerk', 'Oelkraftwerk', 'Weitere', 'Weitere', 'Photovoltaik', 'Windturbine', 'Windturbine', 'Windturbine', 'Biomassekraftwerk', 'Gasturbine', 'Gasturbine', 'Gaskombikraftwerk', 'Gaskombikraftwerk', 'Steinkohlekraftwerk', 'Steinkohlekraftwerk', 'Laufwasserkraftwerk', 'Speicherwasserkraftwerk', 'Braunkohlekraftwerk', 'Braunkohlekraftwerk', 'Kernkraftwerk', 'Oelkraftwerk', 'Weitere', 'Weitere', 'Photovoltaik', 'Windturbine', 'Windturbine', 'Windturbine', 'Biomassekraftwerk', 'Gasturbine', 'Gasturbine', 'Gaskombikraftwerk', 'Gaskombikraftwerk', 'Steinkohlekraftwerk', 'Steinkohlekraftwerk', 'Laufwasserkraftwerk', 'Speicherwasserkraftwerk', 'Braunkohlekraftwerk', 'Braunkohlekraftwerk', 'Kernkraftwerk', 'Oelkraftwerk', 'Weitere', 'Weitere', 'Photovoltaik', 'Windturbine', 'Windturbine', 'Windturbine', 'Biomassekraftwerk', 'Gasturbine', 'Gasturbine', 'Gaskombikraftwerk', 'Gaskombikraftwerk', 'Steinkohlekraftwerk', 'Steinkohlekraftwerk', 'Laufwasserkraftwerk', 'Speicherwasserkraftwerk', 'Braunkohlekraftwerk', 'Braunkohlekraftwerk', 'Kernkraftwerk', 'Oelkraftwerk', 'Weitere', 'Weitere', 'Photovoltaik', 'Windturbine', 'Windturbine', 'Windturbine', 'Biomassekraftwerk', 'Gasturbine', 'Gasturbine', 'Gaskombikraftwerk', 'Gaskombikraftwerk', 'Steinkohlekraftwerk', 'Steinkohlekraftwerk', 'Laufwasserkraftwerk', 'Speicherwasserkraftwerk', 'Braunkohlekraftwerk', 'Braunkohlekraftwerk', 'Kernkraftwerk', 'Oelkraftwerk', 'Weitere', 'Weitere', 'Photovoltaik', 'Windturbine', 'Windturbine', 'Windturbine', 'Biomassekraftwerk', 'Gasturbine', 'Gasturbine', 'Gaskombikraftwerk', 'Gaskombikraftwerk', 'Steinkohlekraftwerk', 'Steinkohlekraftwerk', 'Laufwasserkraftwerk', 'Speicherwasserkraftwerk', 'Braunkohlekraftwerk', 'Braunkohlekraftwerk', 'Kernkraftwerk', 'Oelkraftwerk', 'Weitere', 'Weitere', 'Photovoltaik', 'Windturbine', 'Windturbine', 'Windturbine', 'Biomassekraftwerk', 'Gasturbine', 'Gasturbine', 'Gaskombikraftwerk', 'Gaskombikraftwerk', 'Steinkohlekraftwerk', 'Steinkohlekraftwerk', 'Laufwasserkraftwerk', 'Speicherwasserkraftwerk', 'Braunkohlekraftwerk', 'Braunkohlekraftwerk', 'Kernkraftwerk', 'Oelkraftwerk', 'Weitere', 'Weitere', 'Photovoltaik', 'Windturbine', 'Windturbine', 'Windturbine', 'Biomassekraftwerk', 'Gasturbine', 'Gasturbine', 'Gaskombikraftwerk', 'Gaskombikraftwerk', 'Steinkohlekraftwerk', 'Steinkohlekraftwerk', 'Laufwasserkraftwerk', 'Speicherwasserkraftwerk', 'Braunkohlekraftwerk', 'Braunkohlekraftwerk', 'Kernkraftwerk', 'Oelkraftwerk', 'Weitere', 'Weitere', 'Photovoltaik', 'Windturbine', 'Windturbine', 'Windturbine'], 'bez_subtyp': [, 'absicherung', 'peak', 'alt', 'neu', 'alt', 'neu', , , 'alt', 'neu', , , 'non RES', 'RES', , 'onshore starkwind', 'onshore schwachwind', 'offshore', , 'absicherung', 'peak', 'alt', 'neu', 'alt', 'neu', , , 'alt', 'neu', , , 'non RES', 'RES', , 'onshore starkwind', 'onshore schwachwind', 'offshore', , 'absicherung', 'peak', 'alt', 'neu', 'alt', 'neu', , , 'alt', 'neu', , , 'non RES', 'RES', , 'onshore starkwind', 'onshore schwachwind', 'offshore', , 'absicherung', 'peak', 'alt', 'neu', 'alt', 'neu', , , 'alt', 'neu', , , 'non RES', 'RES', , 'onshore starkwind', 'onshore schwachwind', 'offshore', , 'absicherung', 'peak', 'alt', 'neu', 'alt', 'neu', , , 'alt', 'neu', , , 'non RES', 'RES', , 'onshore starkwind', 'onshore schwachwind', 'offshore', , 'absicherung', 'peak', 'alt', 'neu', 'alt', 'neu', , , 'alt', 'neu', , , 'non RES', 'RES', , 'onshore starkwind', 'onshore schwachwind', 'offshore', , 'absicherung', 'peak', 'alt', 'neu', 'alt', 'neu', , , 'alt', 'neu', , , 'non RES', 'RES', , 'onshore starkwind', 'onshore schwachwind', 'offshore', , 'absicherung', 'peak', 'alt', 'neu', 'alt', 'neu', , , 'alt', 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1.342857142857143e-09, 2.82e-08, 1e-09, 2.352941176470588e-10, 0.0, 0.0, 0.0, 0.0]}\n " | async def func_birth(self):
"\n kev1 = [1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28,29,30,31,32\n ,1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28,29,30,31,32\n ,25,56,7,8,96,10,10,20,23,24,25,56,7,8,96,10,10,20,23,24,25,56,7,8,96,10,10,20,23,24,25,56]\n kev2 = [1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28,29,30,31,32\n ,1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28,29,30,31,32\n ,25,56,7,8,96,10,10,20,23,24,25,56,7,8,96,10,10,20,23,24,25,56,7,8,96,10,10,20,23,24,25,56]\n kev4 = [1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28,29,30,31,32\n ,1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28,29,30,31,32\n ,25,56,7,8,96,10,10,20,23,24,25,56,7,8,96,10,10,20,23,24,25,56,7,8,96,10,10,20,23,24,25,56]\n kev5 = [1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28,29,30,31,32\n ,1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28,29,30,31,32\n ,25,56,7,8,96,10,10,20,23,24,25,56,7,8,96,10,10,20,23,24,25,56,7,8,96,10,10,20,23,24,25,56]\n kev11 = [1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28,29,30,31,32\n ,1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28,29,30,31,32\n ,25,56,7,8,96,10,10,20,23,24,25,56,7,8,96,10,10,20,23,24,25,56,7,8,96,10,10,20,23,24,25,56]\n kev13 = [1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28,29,30,31,32\n ,1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28,29,30,31,32\n ,25,56,7,8,96,10,10,20,23,24,25,56,7,8,96,10,10,20,23,24,25,56,7,8,96,10,10,20,23,24,25,56]\n KeinKEV = [0]*96 #Array[96] filled with 0s\n\n 'kev':[kev1, kev2, KeinKEV, kev4, kev5, KeinKEV, KeinKEV, KeinKEV, kev11, KeinKEV, kev13, KeinKEV],\n "
self.KWDaten = {'id': [1, 2, 3, 4, 5, 6, 8, 10, 11, 12, 13, 14], 'fk_kraftwerkstyp': [2, 1, 2, 1, 2, 1, 5, 3, 3, 6, 4, 4], 'bez_kraftwerkstyp': ['Windturbine', 'Photovoltaik', 'Windturbine', 'Photovoltaik', 'Windturbine', 'Photovoltaik', 'Others', 'Laufwasserkraftwerk', 'Laufwasserkraftwerk', 'Others', 'Speicherwasserkraftwerk', 'Speicherwasserkraftwerk'], 'p_inst': [1000000, 2000000, 3000000, 4000000, 5000000, 6000000, 8000000, 10000000, 11000000, 12000000, 13000000, 14000000], 'spez_info': [{'NH': 150, 'Z0': 0.03}, {}, {'NH': 100, 'Z0': 0.2}, {}, {'NH': 250, 'Z0': 0.03}, {}, {}, {}, {}, {}, {}, {}], 'capex': [1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12], 'spez_opex': [0.01, 0.02, 0.03, 0.04, 0.05, 0.06, 0.07, 0.08, 0.09, 0.1, 0.11, 0.12], 'brennstoffkosten': [0.1, 0.2, 0.3, 0.4, 0.5, 0.6, 0.7, 0.8, 0.9, 0.1, 0.11, 0.12], 'co2_kosten': [0.001, 0.002, 0.003, 0.004, 0.005, 0.006, 0.007, 0.008, 0.009, 0.001, 0.0011, 0.0012], 'entsorgungskosten': [0.1, 0.2, 0.3, 0.4, 0.5, 0.6, 0.7, 0.8, 0.9, 0.1, 0.11, 0.12], 'lat': [51.165691, 46.227638, 47.516231, 41.87194, 51.165691, 46.227638, 47.516231, 41.87194, 51.165691, 46.227638, 47.516231, 41.87194], 'long': [10.451526, 2.213749, 14.550072, 12.56738, 10.451526, 2.213749, 14.550072, 12.56738, 10.451526, 2.213749, 14.550072, 12.56738]}
"\n self.KWDaten = {'id': [1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 52, 53, 54, 55, 56, 57, 58, 59, 60, 61, 62, 63, 64, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74, 75, 76, 77, 78, 79, 80, 81, 82, 83, 84, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 105, 106, 107, 108, 109, 110, 111, 112, 113, 114, 115, 116, 117, 118, 119, 120, 121, 122, 123, 124, 125, 126, 127, 128, 129, 130, 131, 132, 133, 134, 135, 136, 137, 138, 139, 140, 141, 142, 143, 144, 145, 146, 147, 148, 149, 150, 151, 152, 153, 154, 155, 156, 157, 158, 159, 160, 161, 162, 163, 164, 165, 166, 167, 168, 169, 170, 171, 172, 173, 174, 175, 176, 177, 178, 179, 180, 181, 182, 183, 184, 185, 186, 187, 188, 189, 190, 191, 192, 193, 194, 195, 196, 197, 198, 199, 200, 201, 202, 203, 204, 205, 206, 207, 208, 209, 210, 211, 212, 213, 214, 215, 216, 217, 218, 219, 220, 221, 222, 223, 224, 225, 226, 227, 228, 229, 230, 231, 232, 233, 234, 235, 236, 237, 238, 239, 240, 241, 242, 243, 244, 245, 246, 247, 248, 249, 250, 251, 252, 253, 254, 255, 256, 257, 258, 259, 260, 261, 262, 263, 264, 265, 266, 267, 268, 269, 270, 271, 272, 273, 274, 275, 276, 277, 278, 279, 280, 281, 282, 283, 284, 285, 286, 287, 288, 289, 290, 291, 292, 293, 294, 295, 296, 297, 298, 299, 300, 301, 302, 303, 304, 305, 306, 307, 308, 309, 310, 311, 312, 313, 314, 315, 316, 317, 318, 319, 320, 321, 322, 323, 324, 325, 326, 327, 328, 329, 330, 331, 332, 333, 334, 335, 336, 337, 338, 339, 340, 341, 342, 343, 344, 345, 346, 347, 348, 349, 350, 351, 352, 353, 354, 355, 356, 357, 358, 359, 360, 361, 362, 363, 364, 365, 366, 367, 368, 369, 370, 371, 372, 373, 374, 375, 376, 377, 378, 379, 380, 381, 382, 383, 384, 385, 386, 387, 388, 389, 390, 391, 392, 393, 394, 395, 396, 397, 398, 399, 400, 401, 402, 403, 404, 405, 406, 407, 408, 409, 410, 411, 412, 413, 414, 415, 416, 417, 418, 419, 420, 421, 422, 423, 424, 425, 426, 427, 428, 429, 430, 431, 432, 433, 434, 435, 436, 437, 438, 439, 440, 441, 442, 443, 444, 445, 446, 447, 448, 449, 450, 451, 452, 453, 454, 455, 456, 457, 458, 459, 460, 461, 462, 463, 464, 465, 466, 467, 468, 469, 470, 471, 472, 473, 474, 475],\n 'kw_bezeichnung': ['ALB_Biomassekraftwerk', 'ALB_GT absicherung', 'ALB_GT peak', 'ALB_Gaskombikraftwerk alt', 'ALB_Gaskombikraftwerk neu', 'ALB_Steinkohlekraftwerk alt', 'ALB_Steinkohlekraftwerk neu', 'ALB_Laufwasserkraftwerk', 'ALB_Speicherwasserkraftwerk', 'ALB_Braunkohlekraftwerk alt', 'ALB_Braunkohlekraftwerk neu', 'ALB_Kernkraftwerk', 'ALB_Oelkraftwerk', 'ALB_Weitere non-RES', 'ALB_Weitere RES', 'ALB_PV', 'ALB_Wind onshore stark', 'ALB_Wind onshore schwach', 'ALB_Wind offshore', 'AUT_Biomassekraftwerk', 'AUT_GT absicherung', 'AUT_GT peak', 'AUT_Gaskombikraftwerk alt', 'AUT_Gaskombikraftwerk neu', 'AUT_Steinkohlekraftwerk alt', 'AUT_Steinkohlekraftwerk neu', 'AUT_Laufwasserkraftwerk', 'AUT_Speicherwasserkraftwerk', 'AUT_Braunkohlekraftwerk alt', 'AUT_Braunkohlekraftwerk neu', 'AUT_Kernkraftwerk', 'AUT_Oelkraftwerk', 'AUT_Weitere non-RES', 'AUT_Weitere RES', 'AUT_PV', 'AUT_Wind onshore stark', 'AUT_Wind onshore schwach', 'AUT_Wind offshore', 'BIH_Biomassekraftwerk', 'BIH_GT absicherung', 'BIH_GT peak', 'BIH_Gaskombikraftwerk alt', 'BIH_Gaskombikraftwerk neu', 'BIH_Steinkohlekraftwerk alt', 'BIH_Steinkohlekraftwerk neu', 'BIH_Laufwasserkraftwerk', 'BIH_Speicherwasserkraftwerk', 'BIH_Braunkohlekraftwerk alt', 'BIH_Braunkohlekraftwerk neu', 'BIH_Kernkraftwerk', 'BIH_Oelkraftwerk', 'BIH_Weitere non-RES', 'BIH_Weitere RES', 'BIH_PV', 'BIH_Wind onshore stark', 'BIH_Wind onshore schwach', 'BIH_Wind offshore', 'BEL_Biomassekraftwerk', 'BEL_GT absicherung', 'BEL_GT peak', 'BEL_Gaskombikraftwerk alt', 'BEL_Gaskombikraftwerk neu', 'BEL_Steinkohlekraftwerk alt', 'BEL_Steinkohlekraftwerk neu', 'BEL_Laufwasserkraftwerk', 'BEL_Speicherwasserkraftwerk', 'BEL_Braunkohlekraftwerk alt', 'BEL_Braunkohlekraftwerk neu', 'BEL_Kernkraftwerk', 'BEL_Oelkraftwerk', 'BEL_Weitere non-RES', 'BEL_Weitere RES', 'BEL_PV', 'BEL_Wind onshore stark', 'BEL_Wind onshore schwach', 'BEL_Wind offshore', 'BGR_Biomassekraftwerk', 'BGR_GT absicherung', 'BGR_GT peak', 'BGR_Gaskombikraftwerk alt', 'BGR_Gaskombikraftwerk neu', 'BGR_Steinkohlekraftwerk alt', 'BGR_Steinkohlekraftwerk neu', 'BGR_Laufwasserkraftwerk', 'BGR_Speicherwasserkraftwerk', 'BGR_Braunkohlekraftwerk alt', 'BGR_Braunkohlekraftwerk neu', 'BGR_Kernkraftwerk', 'BGR_Oelkraftwerk', 'BGR_Weitere non-RES', 'BGR_Weitere RES', 'BGR_PV', 'BGR_Wind onshore stark', 'BGR_Wind onshore schwach', 'BGR_Wind offshore', 'CHE_Biomassekraftwerk', 'CHE_GT absicherung', 'CHE_GT peak', 'CHE_Gaskombikraftwerk alt', 'CHE_Gaskombikraftwerk neu', 'CHE_Steinkohlekraftwerk alt', 'CHE_Steinkohlekraftwerk neu', 'CHE_Laufwasserkraftwerk', 'CHE_Speicherwasserkraftwerk', 'CHE_Braunkohlekraftwerk alt', 'CHE_Braunkohlekraftwerk neu', 'CHE_Kernkraftwerk', 'CHE_Oelkraftwerk', 'CHE_Weitere non-RES', 'CHE_Weitere RES', 'CHE_PV', 'CHE_Wind onshore stark', 'CHE_Wind onshore schwach', 'CHE_Wind offshore', 'CZE_Biomassekraftwerk', 'CZE_GT absicherung', 'CZE_GT peak', 'CZE_Gaskombikraftwerk alt', 'CZE_Gaskombikraftwerk neu', 'CZE_Steinkohlekraftwerk alt', 'CZE_Steinkohlekraftwerk neu', 'CZE_Laufwasserkraftwerk', 'CZE_Speicherwasserkraftwerk', 'CZE_Braunkohlekraftwerk alt', 'CZE_Braunkohlekraftwerk neu', 'CZE_Kernkraftwerk', 'CZE_Oelkraftwerk', 'CZE_Weitere non-RES', 'CZE_Weitere RES', 'CZE_PV', 'CZE_Wind onshore stark', 'CZE_Wind onshore schwach', 'CZE_Wind offshore', 'DEU_Biomassekraftwerk', 'DEU_GT absicherung', 'DEU_GT peak', 'DEU_Gaskombikraftwerk alt', 'DEU_Gaskombikraftwerk neu', 'DEU_Steinkohlekraftwerk alt', 'DEU_Steinkohlekraftwerk neu', 'DEU_Laufwasserkraftwerk', 'DEU_Speicherwasserkraftwerk', 'DEU_Braunkohlekraftwerk alt', 'DEU_Braunkohlekraftwerk neu', 'DEU_Kernkraftwerk', 'DEU_Oelkraftwerk', 'DEU_Weitere non-RES', 'DEU_Weitere RES', 'DEU_PV', 'DEU_Wind onshore stark', 'DEU_Wind onshore schwach', 'DEU_Wind offshore', 'DNK_Biomassekraftwerk', 'DNK_GT absicherung', 'DNK_GT peak', 'DNK_Gaskombikraftwerk alt', 'DNK_Gaskombikraftwerk neu', 'DNK_Steinkohlekraftwerk alt', 'DNK_Steinkohlekraftwerk neu', 'DNK_Laufwasserkraftwerk', 'DNK_Speicherwasserkraftwerk', 'DNK_Braunkohlekraftwerk alt', 'DNK_Braunkohlekraftwerk neu', 'DNK_Kernkraftwerk', 'DNK_Oelkraftwerk', 'DNK_Weitere non-RES', 'DNK_Weitere RES', 'DNK_PV', 'DNK_Wind onshore stark', 'DNK_Wind onshore schwach', 'DNK_Wind offshore', 'ESP_Biomassekraftwerk', 'ESP_GT absicherung', 'ESP_GT peak', 'ESP_Gaskombikraftwerk alt', 'ESP_Gaskombikraftwerk neu', 'ESP_Steinkohlekraftwerk alt', 'ESP_Steinkohlekraftwerk neu', 'ESP_Laufwasserkraftwerk', 'ESP_Speicherwasserkraftwerk', 'ESP_Braunkohlekraftwerk alt', 'ESP_Braunkohlekraftwerk neu', 'ESP_Kernkraftwerk', 'ESP_Oelkraftwerk', 'ESP_Weitere non-RES', 'ESP_Weitere RES', 'ESP_PV', 'ESP_Wind onshore stark', 'ESP_Wind onshore schwach', 'ESP_Wind offshore', 'FRA_Biomassekraftwerk', 'FRA_GT absicherung', 'FRA_GT peak', 'FRA_Gaskombikraftwerk alt', 'FRA_Gaskombikraftwerk neu', 'FRA_Steinkohlekraftwerk alt', 'FRA_Steinkohlekraftwerk neu', 'FRA_Laufwasserkraftwerk', 'FRA_Speicherwasserkraftwerk', 'FRA_Braunkohlekraftwerk alt', 'FRA_Braunkohlekraftwerk neu', 'FRA_Kernkraftwerk', 'FRA_Oelkraftwerk', 'FRA_Weitere non-RES', 'FRA_Weitere RES', 'FRA_PV', 'FRA_Wind onshore stark', 'FRA_Wind onshore schwach', 'FRA_Wind offshore', 'GRC_Biomassekraftwerk', 'GRC_GT absicherung', 'GRC_GT peak', 'GRC_Gaskombikraftwerk alt', 'GRC_Gaskombikraftwerk neu', 'GRC_Steinkohlekraftwerk alt', 'GRC_Steinkohlekraftwerk neu', 'GRC_Laufwasserkraftwerk', 'GRC_Speicherwasserkraftwerk', 'GRC_Braunkohlekraftwerk alt', 'GRC_Braunkohlekraftwerk neu', 'GRC_Kernkraftwerk', 'GRC_Oelkraftwerk', 'GRC_Weitere non-RES', 'GRC_Weitere RES', 'GRC_PV', 'GRC_Wind onshore stark', 'GRC_Wind onshore schwach', 'GRC_Wind offshore', 'HRV_Biomassekraftwerk', 'HRV_GT absicherung', 'HRV_GT peak', 'HRV_Gaskombikraftwerk alt', 'HRV_Gaskombikraftwerk neu', 'HRV_Steinkohlekraftwerk alt', 'HRV_Steinkohlekraftwerk neu', 'HRV_Laufwasserkraftwerk', 'HRV_Speicherwasserkraftwerk', 'HRV_Braunkohlekraftwerk alt', 'HRV_Braunkohlekraftwerk neu', 'HRV_Kernkraftwerk', 'HRV_Oelkraftwerk', 'HRV_Weitere non-RES', 'HRV_Weitere RES', 'HRV_PV', 'HRV_Wind onshore stark', 'HRV_Wind onshore schwach', 'HRV_Wind offshore', 'HUN_Biomassekraftwerk', 'HUN_GT absicherung', 'HUN_GT peak', 'HUN_Gaskombikraftwerk alt', 'HUN_Gaskombikraftwerk neu', 'HUN_Steinkohlekraftwerk alt', 'HUN_Steinkohlekraftwerk neu', 'HUN_Laufwasserkraftwerk', 'HUN_Speicherwasserkraftwerk', 'HUN_Braunkohlekraftwerk alt', 'HUN_Braunkohlekraftwerk neu', 'HUN_Kernkraftwerk', 'HUN_Oelkraftwerk', 'HUN_Weitere non-RES', 'HUN_Weitere RES', 'HUN_PV', 'HUN_Wind onshore stark', 'HUN_Wind onshore schwach', 'HUN_Wind offshore', 'ITA_Biomassekraftwerk', 'ITA_GT absicherung', 'ITA_GT peak', 'ITA_Gaskombikraftwerk alt', 'ITA_Gaskombikraftwerk neu', 'ITA_Steinkohlekraftwerk alt', 'ITA_Steinkohlekraftwerk neu', 'ITA_Laufwasserkraftwerk', 'ITA_Speicherwasserkraftwerk', 'ITA_Braunkohlekraftwerk alt', 'ITA_Braunkohlekraftwerk neu', 'ITA_Kernkraftwerk', 'ITA_Oelkraftwerk', 'ITA_Weitere non-RES', 'ITA_Weitere RES', 'ITA_PV', 'ITA_Wind onshore stark', 'ITA_Wind onshore schwach', 'ITA_Wind offshore', 'LUX_Biomassekraftwerk', 'LUX_GT absicherung', 'LUX_GT peak', 'LUX_Gaskombikraftwerk alt', 'LUX_Gaskombikraftwerk neu', 'LUX_Steinkohlekraftwerk alt', 'LUX_Steinkohlekraftwerk neu', 'LUX_Laufwasserkraftwerk', 'LUX_Speicherwasserkraftwerk', 'LUX_Braunkohlekraftwerk alt', 'LUX_Braunkohlekraftwerk neu', 'LUX_Kernkraftwerk', 'LUX_Oelkraftwerk', 'LUX_Weitere non-RES', 'LUX_Weitere RES', 'LUX_PV', 'LUX_Wind onshore stark', 'LUX_Wind onshore schwach', 'LUX_Wind offshore', 'MNE_Biomassekraftwerk', 'MNE_GT absicherung', 'MNE_GT peak', 'MNE_Gaskombikraftwerk alt', 'MNE_Gaskombikraftwerk neu', 'MNE_Steinkohlekraftwerk alt', 'MNE_Steinkohlekraftwerk neu', 'MNE_Laufwasserkraftwerk', 'MNE_Speicherwasserkraftwerk', 'MNE_Braunkohlekraftwerk alt', 'MNE_Braunkohlekraftwerk neu', 'MNE_Kernkraftwerk', 'MNE_Oelkraftwerk', 'MNE_Weitere non-RES', 'MNE_Weitere RES', 'MNE_PV', 'MNE_Wind onshore stark', 'MNE_Wind onshore schwach', 'MNE_Wind offshore', 'MKD_Biomassekraftwerk', 'MKD_GT absicherung', 'MKD_GT peak', 'MKD_Gaskombikraftwerk alt', 'MKD_Gaskombikraftwerk neu', 'MKD_Steinkohlekraftwerk alt', 'MKD_Steinkohlekraftwerk neu', 'MKD_Laufwasserkraftwerk', 'MKD_Speicherwasserkraftwerk', 'MKD_Braunkohlekraftwerk alt', 'MKD_Braunkohlekraftwerk neu', 'MKD_Kernkraftwerk', 'MKD_Oelkraftwerk', 'MKD_Weitere non-RES', 'MKD_Weitere RES', 'MKD_PV', 'MKD_Wind onshore stark', 'MKD_Wind onshore schwach', 'MKD_Wind offshore', 'NLD_Biomassekraftwerk', 'NLD_GT absicherung', 'NLD_GT peak', 'NLD_Gaskombikraftwerk alt', 'NLD_Gaskombikraftwerk neu', 'NLD_Steinkohlekraftwerk alt', 'NLD_Steinkohlekraftwerk neu', 'NLD_Laufwasserkraftwerk', 'NLD_Speicherwasserkraftwerk', 'NLD_Braunkohlekraftwerk alt', 'NLD_Braunkohlekraftwerk neu', 'NLD_Kernkraftwerk', 'NLD_Oelkraftwerk', 'NLD_Weitere non-RES', 'NLD_Weitere RES', 'NLD_PV', 'NLD_Wind onshore stark', 'NLD_Wind onshore schwach', 'NLD_Wind offshore', 'POL_Biomassekraftwerk', 'POL_GT absicherung', 'POL_GT peak', 'POL_Gaskombikraftwerk alt', 'POL_Gaskombikraftwerk neu', 'POL_Steinkohlekraftwerk alt', 'POL_Steinkohlekraftwerk neu', 'POL_Laufwasserkraftwerk', 'POL_Speicherwasserkraftwerk', 'POL_Braunkohlekraftwerk alt', 'POL_Braunkohlekraftwerk neu', 'POL_Kernkraftwerk', 'POL_Oelkraftwerk', 'POL_Weitere non-RES', 'POL_Weitere RES', 'POL_PV', 'POL_Wind onshore stark', 'POL_Wind onshore schwach', 'POL_Wind offshore', 'PRT_Biomassekraftwerk', 'PRT_GT absicherung', 'PRT_GT peak', 'PRT_Gaskombikraftwerk alt', 'PRT_Gaskombikraftwerk neu', 'PRT_Steinkohlekraftwerk alt', 'PRT_Steinkohlekraftwerk neu', 'PRT_Laufwasserkraftwerk', 'PRT_Speicherwasserkraftwerk', 'PRT_Braunkohlekraftwerk alt', 'PRT_Braunkohlekraftwerk neu', 'PRT_Kernkraftwerk', 'PRT_Oelkraftwerk', 'PRT_Weitere non-RES', 'PRT_Weitere RES', 'PRT_PV', 'PRT_Wind onshore stark', 'PRT_Wind onshore schwach', 'PRT_Wind offshore', 'ROU_Biomassekraftwerk', 'ROU_GT absicherung', 'ROU_GT peak', 'ROU_Gaskombikraftwerk alt', 'ROU_Gaskombikraftwerk neu', 'ROU_Steinkohlekraftwerk alt', 'ROU_Steinkohlekraftwerk neu', 'ROU_Laufwasserkraftwerk', 'ROU_Speicherwasserkraftwerk', 'ROU_Braunkohlekraftwerk alt', 'ROU_Braunkohlekraftwerk neu', 'ROU_Kernkraftwerk', 'ROU_Oelkraftwerk', 'ROU_Weitere non-RES', 'ROU_Weitere RES', 'ROU_PV', 'ROU_Wind onshore stark', 'ROU_Wind onshore schwach', 'ROU_Wind offshore', 'SRB_Biomassekraftwerk', 'SRB_GT absicherung', 'SRB_GT peak', 'SRB_Gaskombikraftwerk alt', 'SRB_Gaskombikraftwerk neu', 'SRB_Steinkohlekraftwerk alt', 'SRB_Steinkohlekraftwerk neu', 'SRB_Laufwasserkraftwerk', 'SRB_Speicherwasserkraftwerk', 'SRB_Braunkohlekraftwerk alt', 'SRB_Braunkohlekraftwerk neu', 'SRB_Kernkraftwerk', 'SRB_Oelkraftwerk', 'SRB_Weitere non-RES', 'SRB_Weitere RES', 'SRB_PV', 'SRB_Wind onshore stark', 'SRB_Wind onshore schwach', 'SRB_Wind offshore', 'SVN_Biomassekraftwerk', 'SVN_GT absicherung', 'SVN_GT peak', 'SVN_Gaskombikraftwerk alt', 'SVN_Gaskombikraftwerk neu', 'SVN_Steinkohlekraftwerk alt', 'SVN_Steinkohlekraftwerk neu', 'SVN_Laufwasserkraftwerk', 'SVN_Speicherwasserkraftwerk', 'SVN_Braunkohlekraftwerk alt', 'SVN_Braunkohlekraftwerk neu', 'SVN_Kernkraftwerk', 'SVN_Oelkraftwerk', 'SVN_Weitere non-RES', 'SVN_Weitere RES', 'SVN_PV', 'SVN_Wind onshore stark', 'SVN_Wind onshore schwach', 'SVN_Wind offshore', 'SVK_Biomassekraftwerk', 'SVK_GT absicherung', 'SVK_GT peak', 'SVK_Gaskombikraftwerk alt', 'SVK_Gaskombikraftwerk neu', 'SVK_Steinkohlekraftwerk alt', 'SVK_Steinkohlekraftwerk neu', 'SVK_Laufwasserkraftwerk', 'SVK_Speicherwasserkraftwerk', 'SVK_Braunkohlekraftwerk alt', 'SVK_Braunkohlekraftwerk neu', 'SVK_Kernkraftwerk', 'SVK_Oelkraftwerk', 'SVK_Weitere 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16, 15, 14, 1, 4, 5, 6, 7, 12, 13, 9, 11, 2, 3, 8, 17, 19, 18, 10, 16, 15, 14, 1, 4, 5, 6, 7, 12, 13, 9, 11, 2, 3, 8, 17, 19, 18, 10, 16, 15, 14, 1, 4, 5, 6, 7, 12, 13, 9, 11, 2, 3, 8, 17, 19, 18, 10, 16, 15, 14, 1, 4, 5, 6, 7, 12, 13, 9, 11, 2, 3, 8, 17, 19, 18, 10, 16, 15, 14, 1, 4, 5, 6, 7, 12, 13, 9, 11, 2, 3, 8, 17, 19, 18, 10, 16, 15, 14, 1, 4, 5, 6, 7, 12, 13, 9, 11, 2, 3, 8, 17, 19, 18, 10, 16, 15, 14, 1, 4, 5, 6, 7, 12, 13, 9, 11, 2, 3, 8, 17, 19, 18, 10, 16, 15, 14, 1, 4, 5, 6, 7, 12, 13, 9, 11, 2, 3, 8, 17, 19, 18, 10, 16, 15, 14, 1, 4, 5, 6, 7, 12, 13, 9, 11, 2, 3, 8, 17, 19, 18, 10, 16, 15, 14, 1, 4, 5, 6, 7, 12, 13, 9, 11, 2, 3, 8, 17, 19, 18, 10, 16, 15, 14, 1, 4, 5, 6, 7, 12, 13, 9, 11, 2, 3, 8, 17, 19, 18, 10, 16, 15, 14, 1, 4, 5, 6, 7, 12, 13, 9, 11, 2, 3, 8, 17, 19, 18, 10, 16, 15, 14, 1, 4, 5, 6, 7, 12, 13, 9, 11, 2, 3, 8, 17, 19, 18, 10, 16, 15, 14, 1, 4, 5, 6, 7, 12, 13, 9, 11, 2, 3, 8, 17, 19, 18, 10, 16, 15, 14, 1, 4, 5, 6, 7, 12, 13, 9, 11, 2, 3, 8, 17, 19, 18, 10, 16, 15, 14, 1, 4, 5, 6, 7, 12, 13, 9, 11, 2, 3, 8, 17, 19, 18, 10, 16, 15, 14],\n 'bez_kraftwerkstyp': ['Biomassekraftwerk', 'Gasturbine', 'Gasturbine', 'Gaskombikraftwerk', 'Gaskombikraftwerk', 'Steinkohlekraftwerk', 'Steinkohlekraftwerk', 'Laufwasserkraftwerk', 'Speicherwasserkraftwerk', 'Braunkohlekraftwerk', 'Braunkohlekraftwerk', 'Kernkraftwerk', 'Oelkraftwerk', 'Weitere', 'Weitere', 'Photovoltaik', 'Windturbine', 'Windturbine', 'Windturbine', 'Biomassekraftwerk', 'Gasturbine', 'Gasturbine', 'Gaskombikraftwerk', 'Gaskombikraftwerk', 'Steinkohlekraftwerk', 'Steinkohlekraftwerk', 'Laufwasserkraftwerk', 'Speicherwasserkraftwerk', 'Braunkohlekraftwerk', 'Braunkohlekraftwerk', 'Kernkraftwerk', 'Oelkraftwerk', 'Weitere', 'Weitere', 'Photovoltaik', 'Windturbine', 'Windturbine', 'Windturbine', 'Biomassekraftwerk', 'Gasturbine', 'Gasturbine', 'Gaskombikraftwerk', 'Gaskombikraftwerk', 'Steinkohlekraftwerk', 'Steinkohlekraftwerk', 'Laufwasserkraftwerk', 'Speicherwasserkraftwerk', 'Braunkohlekraftwerk', 'Braunkohlekraftwerk', 'Kernkraftwerk', 'Oelkraftwerk', 'Weitere', 'Weitere', 'Photovoltaik', 'Windturbine', 'Windturbine', 'Windturbine', 'Biomassekraftwerk', 'Gasturbine', 'Gasturbine', 'Gaskombikraftwerk', 'Gaskombikraftwerk', 'Steinkohlekraftwerk', 'Steinkohlekraftwerk', 'Laufwasserkraftwerk', 'Speicherwasserkraftwerk', 'Braunkohlekraftwerk', 'Braunkohlekraftwerk', 'Kernkraftwerk', 'Oelkraftwerk', 'Weitere', 'Weitere', 'Photovoltaik', 'Windturbine', 'Windturbine', 'Windturbine', 'Biomassekraftwerk', 'Gasturbine', 'Gasturbine', 'Gaskombikraftwerk', 'Gaskombikraftwerk', 'Steinkohlekraftwerk', 'Steinkohlekraftwerk', 'Laufwasserkraftwerk', 'Speicherwasserkraftwerk', 'Braunkohlekraftwerk', 'Braunkohlekraftwerk', 'Kernkraftwerk', 'Oelkraftwerk', 'Weitere', 'Weitere', 'Photovoltaik', 'Windturbine', 'Windturbine', 'Windturbine', 'Biomassekraftwerk', 'Gasturbine', 'Gasturbine', 'Gaskombikraftwerk', 'Gaskombikraftwerk', 'Steinkohlekraftwerk', 'Steinkohlekraftwerk', 'Laufwasserkraftwerk', 'Speicherwasserkraftwerk', 'Braunkohlekraftwerk', 'Braunkohlekraftwerk', 'Kernkraftwerk', 'Oelkraftwerk', 'Weitere', 'Weitere', 'Photovoltaik', 'Windturbine', 'Windturbine', 'Windturbine', 'Biomassekraftwerk', 'Gasturbine', 'Gasturbine', 'Gaskombikraftwerk', 'Gaskombikraftwerk', 'Steinkohlekraftwerk', 'Steinkohlekraftwerk', 'Laufwasserkraftwerk', 'Speicherwasserkraftwerk', 'Braunkohlekraftwerk', 'Braunkohlekraftwerk', 'Kernkraftwerk', 'Oelkraftwerk', 'Weitere', 'Weitere', 'Photovoltaik', 'Windturbine', 'Windturbine', 'Windturbine', 'Biomassekraftwerk', 'Gasturbine', 'Gasturbine', 'Gaskombikraftwerk', 'Gaskombikraftwerk', 'Steinkohlekraftwerk', 'Steinkohlekraftwerk', 'Laufwasserkraftwerk', 'Speicherwasserkraftwerk', 'Braunkohlekraftwerk', 'Braunkohlekraftwerk', 'Kernkraftwerk', 'Oelkraftwerk', 'Weitere', 'Weitere', 'Photovoltaik', 'Windturbine', 'Windturbine', 'Windturbine', 'Biomassekraftwerk', 'Gasturbine', 'Gasturbine', 'Gaskombikraftwerk', 'Gaskombikraftwerk', 'Steinkohlekraftwerk', 'Steinkohlekraftwerk', 'Laufwasserkraftwerk', 'Speicherwasserkraftwerk', 'Braunkohlekraftwerk', 'Braunkohlekraftwerk', 'Kernkraftwerk', 'Oelkraftwerk', 'Weitere', 'Weitere', 'Photovoltaik', 'Windturbine', 'Windturbine', 'Windturbine', 'Biomassekraftwerk', 'Gasturbine', 'Gasturbine', 'Gaskombikraftwerk', 'Gaskombikraftwerk', 'Steinkohlekraftwerk', 'Steinkohlekraftwerk', 'Laufwasserkraftwerk', 'Speicherwasserkraftwerk', 'Braunkohlekraftwerk', 'Braunkohlekraftwerk', 'Kernkraftwerk', 'Oelkraftwerk', 'Weitere', 'Weitere', 'Photovoltaik', 'Windturbine', 'Windturbine', 'Windturbine', 'Biomassekraftwerk', 'Gasturbine', 'Gasturbine', 'Gaskombikraftwerk', 'Gaskombikraftwerk', 'Steinkohlekraftwerk', 'Steinkohlekraftwerk', 'Laufwasserkraftwerk', 'Speicherwasserkraftwerk', 'Braunkohlekraftwerk', 'Braunkohlekraftwerk', 'Kernkraftwerk', 'Oelkraftwerk', 'Weitere', 'Weitere', 'Photovoltaik', 'Windturbine', 'Windturbine', 'Windturbine', 'Biomassekraftwerk', 'Gasturbine', 'Gasturbine', 'Gaskombikraftwerk', 'Gaskombikraftwerk', 'Steinkohlekraftwerk', 'Steinkohlekraftwerk', 'Laufwasserkraftwerk', 'Speicherwasserkraftwerk', 'Braunkohlekraftwerk', 'Braunkohlekraftwerk', 'Kernkraftwerk', 'Oelkraftwerk', 'Weitere', 'Weitere', 'Photovoltaik', 'Windturbine', 'Windturbine', 'Windturbine', 'Biomassekraftwerk', 'Gasturbine', 'Gasturbine', 'Gaskombikraftwerk', 'Gaskombikraftwerk', 'Steinkohlekraftwerk', 'Steinkohlekraftwerk', 'Laufwasserkraftwerk', 'Speicherwasserkraftwerk', 'Braunkohlekraftwerk', 'Braunkohlekraftwerk', 'Kernkraftwerk', 'Oelkraftwerk', 'Weitere', 'Weitere', 'Photovoltaik', 'Windturbine', 'Windturbine', 'Windturbine', 'Biomassekraftwerk', 'Gasturbine', 'Gasturbine', 'Gaskombikraftwerk', 'Gaskombikraftwerk', 'Steinkohlekraftwerk', 'Steinkohlekraftwerk', 'Laufwasserkraftwerk', 'Speicherwasserkraftwerk', 'Braunkohlekraftwerk', 'Braunkohlekraftwerk', 'Kernkraftwerk', 'Oelkraftwerk', 'Weitere', 'Weitere', 'Photovoltaik', 'Windturbine', 'Windturbine', 'Windturbine', 'Biomassekraftwerk', 'Gasturbine', 'Gasturbine', 'Gaskombikraftwerk', 'Gaskombikraftwerk', 'Steinkohlekraftwerk', 'Steinkohlekraftwerk', 'Laufwasserkraftwerk', 'Speicherwasserkraftwerk', 'Braunkohlekraftwerk', 'Braunkohlekraftwerk', 'Kernkraftwerk', 'Oelkraftwerk', 'Weitere', 'Weitere', 'Photovoltaik', 'Windturbine', 'Windturbine', 'Windturbine', 'Biomassekraftwerk', 'Gasturbine', 'Gasturbine', 'Gaskombikraftwerk', 'Gaskombikraftwerk', 'Steinkohlekraftwerk', 'Steinkohlekraftwerk', 'Laufwasserkraftwerk', 'Speicherwasserkraftwerk', 'Braunkohlekraftwerk', 'Braunkohlekraftwerk', 'Kernkraftwerk', 'Oelkraftwerk', 'Weitere', 'Weitere', 'Photovoltaik', 'Windturbine', 'Windturbine', 'Windturbine', 'Biomassekraftwerk', 'Gasturbine', 'Gasturbine', 'Gaskombikraftwerk', 'Gaskombikraftwerk', 'Steinkohlekraftwerk', 'Steinkohlekraftwerk', 'Laufwasserkraftwerk', 'Speicherwasserkraftwerk', 'Braunkohlekraftwerk', 'Braunkohlekraftwerk', 'Kernkraftwerk', 'Oelkraftwerk', 'Weitere', 'Weitere', 'Photovoltaik', 'Windturbine', 'Windturbine', 'Windturbine', 'Biomassekraftwerk', 'Gasturbine', 'Gasturbine', 'Gaskombikraftwerk', 'Gaskombikraftwerk', 'Steinkohlekraftwerk', 'Steinkohlekraftwerk', 'Laufwasserkraftwerk', 'Speicherwasserkraftwerk', 'Braunkohlekraftwerk', 'Braunkohlekraftwerk', 'Kernkraftwerk', 'Oelkraftwerk', 'Weitere', 'Weitere', 'Photovoltaik', 'Windturbine', 'Windturbine', 'Windturbine', 'Biomassekraftwerk', 'Gasturbine', 'Gasturbine', 'Gaskombikraftwerk', 'Gaskombikraftwerk', 'Steinkohlekraftwerk', 'Steinkohlekraftwerk', 'Laufwasserkraftwerk', 'Speicherwasserkraftwerk', 'Braunkohlekraftwerk', 'Braunkohlekraftwerk', 'Kernkraftwerk', 'Oelkraftwerk', 'Weitere', 'Weitere', 'Photovoltaik', 'Windturbine', 'Windturbine', 'Windturbine', 'Biomassekraftwerk', 'Gasturbine', 'Gasturbine', 'Gaskombikraftwerk', 'Gaskombikraftwerk', 'Steinkohlekraftwerk', 'Steinkohlekraftwerk', 'Laufwasserkraftwerk', 'Speicherwasserkraftwerk', 'Braunkohlekraftwerk', 'Braunkohlekraftwerk', 'Kernkraftwerk', 'Oelkraftwerk', 'Weitere', 'Weitere', 'Photovoltaik', 'Windturbine', 'Windturbine', 'Windturbine', 'Biomassekraftwerk', 'Gasturbine', 'Gasturbine', 'Gaskombikraftwerk', 'Gaskombikraftwerk', 'Steinkohlekraftwerk', 'Steinkohlekraftwerk', 'Laufwasserkraftwerk', 'Speicherwasserkraftwerk', 'Braunkohlekraftwerk', 'Braunkohlekraftwerk', 'Kernkraftwerk', 'Oelkraftwerk', 'Weitere', 'Weitere', 'Photovoltaik', 'Windturbine', 'Windturbine', 'Windturbine', 'Biomassekraftwerk', 'Gasturbine', 'Gasturbine', 'Gaskombikraftwerk', 'Gaskombikraftwerk', 'Steinkohlekraftwerk', 'Steinkohlekraftwerk', 'Laufwasserkraftwerk', 'Speicherwasserkraftwerk', 'Braunkohlekraftwerk', 'Braunkohlekraftwerk', 'Kernkraftwerk', 'Oelkraftwerk', 'Weitere', 'Weitere', 'Photovoltaik', 'Windturbine', 'Windturbine', 'Windturbine', 'Biomassekraftwerk', 'Gasturbine', 'Gasturbine', 'Gaskombikraftwerk', 'Gaskombikraftwerk', 'Steinkohlekraftwerk', 'Steinkohlekraftwerk', 'Laufwasserkraftwerk', 'Speicherwasserkraftwerk', 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6, 6, 6, 2, 1, 1, 1, 1, 5, 5, 6, 6, 4, 4, 3, 7, 9, 8, 6, 6, 6, 6, 2, 1, 1, 1, 1, 5, 5, 6, 6, 4, 4, 3, 7, 9, 8, 6, 6, 6, 6, 2, 1, 1, 1, 1, 5, 5, 6, 6, 4, 4, 3, 7, 9, 8, 6, 6, 6, 6, 2, 1, 1, 1, 1, 5, 5, 6, 6, 4, 4, 3, 7, 9, 8, 6, 6, 6, 6, 2, 1, 1, 1, 1, 5, 5, 6, 6, 4, 4, 3, 7, 9, 8, 6, 6, 6, 6], \n 'bez_brennstofftyp': ['Biomasse', 'Erdgas', 'Erdgas', 'Erdgas', 'Erdgas', 'Steinkohle', 'Steinkohle', 'None', 'None', 'Braunkohle', 'Braunkohle', 'Kernbrennstoff', 'Oel', 'Weitere nonRES', 'Weitere RES', 'None', 'None', 'None', 'None', 'Biomasse', 'Erdgas', 'Erdgas', 'Erdgas', 'Erdgas', 'Steinkohle', 'Steinkohle', 'None', 'None', 'Braunkohle', 'Braunkohle', 'Kernbrennstoff', 'Oel', 'Weitere nonRES', 'Weitere RES', 'None', 'None', 'None', 'None', 'Biomasse', 'Erdgas', 'Erdgas', 'Erdgas', 'Erdgas', 'Steinkohle', 'Steinkohle', 'None', 'None', 'Braunkohle', 'Braunkohle', 'Kernbrennstoff', 'Oel', 'Weitere nonRES', 'Weitere RES', 'None', 'None', 'None', 'None', 'Biomasse', 'Erdgas', 'Erdgas', 'Erdgas', 'Erdgas', 'Steinkohle', 'Steinkohle', 'None', 'None', 'Braunkohle', 'Braunkohle', 'Kernbrennstoff', 'Oel', 'Weitere nonRES', 'Weitere RES', 'None', 'None', 'None', 'None', 'Biomasse', 'Erdgas', 'Erdgas', 'Erdgas', 'Erdgas', 'Steinkohle', 'Steinkohle', 'None', 'None', 'Braunkohle', 'Braunkohle', 'Kernbrennstoff', 'Oel', 'Weitere nonRES', 'Weitere RES', 'None', 'None', 'None', 'None', 'Biomasse', 'Erdgas', 'Erdgas', 'Erdgas', 'Erdgas', 'Steinkohle', 'Steinkohle', 'None', 'None', 'Braunkohle', 'Braunkohle', 'Kernbrennstoff', 'Oel', 'Weitere nonRES', 'Weitere RES', 'None', 'None', 'None', 'None', 'Biomasse', 'Erdgas', 'Erdgas', 'Erdgas', 'Erdgas', 'Steinkohle', 'Steinkohle', 'None', 'None', 'Braunkohle', 'Braunkohle', 'Kernbrennstoff', 'Oel', 'Weitere nonRES', 'Weitere RES', 'None', 'None', 'None', 'None', 'Biomasse', 'Erdgas', 'Erdgas', 'Erdgas', 'Erdgas', 'Steinkohle', 'Steinkohle', 'None', 'None', 'Braunkohle', 'Braunkohle', 'Kernbrennstoff', 'Oel', 'Weitere nonRES', 'Weitere RES', 'None', 'None', 'None', 'None', 'Biomasse', 'Erdgas', 'Erdgas', 'Erdgas', 'Erdgas', 'Steinkohle', 'Steinkohle', 'None', 'None', 'Braunkohle', 'Braunkohle', 'Kernbrennstoff', 'Oel', 'Weitere nonRES', 'Weitere RES', 'None', 'None', 'None', 'None', 'Biomasse', 'Erdgas', 'Erdgas', 'Erdgas', 'Erdgas', 'Steinkohle', 'Steinkohle', 'None', 'None', 'Braunkohle', 'Braunkohle', 'Kernbrennstoff', 'Oel', 'Weitere nonRES', 'Weitere RES', 'None', 'None', 'None', 'None', 'Biomasse', 'Erdgas', 'Erdgas', 'Erdgas', 'Erdgas', 'Steinkohle', 'Steinkohle', 'None', 'None', 'Braunkohle', 'Braunkohle', 'Kernbrennstoff', 'Oel', 'Weitere nonRES', 'Weitere RES', 'None', 'None', 'None', 'None', 'Biomasse', 'Erdgas', 'Erdgas', 'Erdgas', 'Erdgas', 'Steinkohle', 'Steinkohle', 'None', 'None', 'Braunkohle', 'Braunkohle', 'Kernbrennstoff', 'Oel', 'Weitere nonRES', 'Weitere RES', 'None', 'None', 'None', 'None', 'Biomasse', 'Erdgas', 'Erdgas', 'Erdgas', 'Erdgas', 'Steinkohle', 'Steinkohle', 'None', 'None', 'Braunkohle', 'Braunkohle', 'Kernbrennstoff', 'Oel', 'Weitere nonRES', 'Weitere RES', 'None', 'None', 'None', 'None', 'Biomasse', 'Erdgas', 'Erdgas', 'Erdgas', 'Erdgas', 'Steinkohle', 'Steinkohle', 'None', 'None', 'Braunkohle', 'Braunkohle', 'Kernbrennstoff', 'Oel', 'Weitere nonRES', 'Weitere RES', 'None', 'None', 'None', 'None', 'Biomasse', 'Erdgas', 'Erdgas', 'Erdgas', 'Erdgas', 'Steinkohle', 'Steinkohle', 'None', 'None', 'Braunkohle', 'Braunkohle', 'Kernbrennstoff', 'Oel', 'Weitere nonRES', 'Weitere RES', 'None', 'None', 'None', 'None', 'Biomasse', 'Erdgas', 'Erdgas', 'Erdgas', 'Erdgas', 'Steinkohle', 'Steinkohle', 'None', 'None', 'Braunkohle', 'Braunkohle', 'Kernbrennstoff', 'Oel', 'Weitere nonRES', 'Weitere RES', 'None', 'None', 'None', 'None', 'Biomasse', 'Erdgas', 'Erdgas', 'Erdgas', 'Erdgas', 'Steinkohle', 'Steinkohle', 'None', 'None', 'Braunkohle', 'Braunkohle', 'Kernbrennstoff', 'Oel', 'Weitere nonRES', 'Weitere RES', 'None', 'None', 'None', 'None', 'Biomasse', 'Erdgas', 'Erdgas', 'Erdgas', 'Erdgas', 'Steinkohle', 'Steinkohle', 'None', 'None', 'Braunkohle', 'Braunkohle', 'Kernbrennstoff', 'Oel', 'Weitere nonRES', 'Weitere RES', 'None', 'None', 'None', 'None', 'Biomasse', 'Erdgas', 'Erdgas', 'Erdgas', 'Erdgas', 'Steinkohle', 'Steinkohle', 'None', 'None', 'Braunkohle', 'Braunkohle', 'Kernbrennstoff', 'Oel', 'Weitere nonRES', 'Weitere RES', 'None', 'None', 'None', 'None', 'Biomasse', 'Erdgas', 'Erdgas', 'Erdgas', 'Erdgas', 'Steinkohle', 'Steinkohle', 'None', 'None', 'Braunkohle', 'Braunkohle', 'Kernbrennstoff', 'Oel', 'Weitere nonRES', 'Weitere RES', 'None', 'None', 'None', 'None', 'Biomasse', 'Erdgas', 'Erdgas', 'Erdgas', 'Erdgas', 'Steinkohle', 'Steinkohle', 'None', 'None', 'Braunkohle', 'Braunkohle', 'Kernbrennstoff', 'Oel', 'Weitere nonRES', 'Weitere RES', 'None', 'None', 'None', 'None', 'Biomasse', 'Erdgas', 'Erdgas', 'Erdgas', 'Erdgas', 'Steinkohle', 'Steinkohle', 'None', 'None', 'Braunkohle', 'Braunkohle', 'Kernbrennstoff', 'Oel', 'Weitere nonRES', 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8.970588235294117e-09, 4.6e-09, 4.3396226415094335e-09, 0.0, 0.0, 1.9999999999999997e-09, 1.896551724137931e-09, 1.342857142857143e-09, 2.82e-08, 1e-09, 2.352941176470588e-10, 0.0, 0.0, 0.0, 0.0, 3.333333333333334e-09, 8.714285714285715e-09, 8.714285714285715e-09, 9.384615384615384e-09, 8.970588235294117e-09, 4.6e-09, 4.3396226415094335e-09, 0.0, 0.0, 1.9999999999999997e-09, 1.896551724137931e-09, 1.342857142857143e-09, 2.82e-08, 1e-09, 2.352941176470588e-10, 0.0, 0.0, 0.0, 0.0, 3.333333333333334e-09, 8.714285714285715e-09, 8.714285714285715e-09, 9.384615384615384e-09, 8.970588235294117e-09, 4.6e-09, 4.3396226415094335e-09, 0.0, 0.0, 1.9999999999999997e-09, 1.896551724137931e-09, 1.342857142857143e-09, 2.82e-08, 1e-09, 2.352941176470588e-10, 0.0, 0.0, 0.0, 0.0, 3.333333333333334e-09, 8.714285714285715e-09, 8.714285714285715e-09, 9.384615384615384e-09, 8.970588235294117e-09, 4.6e-09, 4.3396226415094335e-09, 0.0, 0.0, 1.9999999999999997e-09, 1.896551724137931e-09, 1.342857142857143e-09, 2.82e-08, 1e-09, 2.352941176470588e-10, 0.0, 0.0, 0.0, 0.0, 3.333333333333334e-09, 8.714285714285715e-09, 8.714285714285715e-09, 9.384615384615384e-09, 8.970588235294117e-09, 4.6e-09, 4.3396226415094335e-09, 0.0, 0.0, 1.9999999999999997e-09, 1.896551724137931e-09, 1.342857142857143e-09, 2.82e-08, 1e-09, 2.352941176470588e-10, 0.0, 0.0, 0.0, 0.0, 3.333333333333334e-09, 8.714285714285715e-09, 8.714285714285715e-09, 9.384615384615384e-09, 8.970588235294117e-09, 4.6e-09, 4.3396226415094335e-09, 0.0, 0.0, 1.9999999999999997e-09, 1.896551724137931e-09, 1.342857142857143e-09, 2.82e-08, 1e-09, 2.352941176470588e-10, 0.0, 0.0, 0.0, 0.0, 3.333333333333334e-09, 8.714285714285715e-09, 8.714285714285715e-09, 9.384615384615384e-09, 8.970588235294117e-09, 4.6e-09, 4.3396226415094335e-09, 0.0, 0.0, 1.9999999999999997e-09, 1.896551724137931e-09, 1.342857142857143e-09, 2.82e-08, 1e-09, 2.352941176470588e-10, 0.0, 0.0, 0.0, 0.0, 3.333333333333334e-09, 8.714285714285715e-09, 8.714285714285715e-09, 9.384615384615384e-09, 8.970588235294117e-09, 4.6e-09, 4.3396226415094335e-09, 0.0, 0.0, 1.9999999999999997e-09, 1.896551724137931e-09, 1.342857142857143e-09, 2.82e-08, 1e-09, 2.352941176470588e-10, 0.0, 0.0, 0.0, 0.0, 3.333333333333334e-09, 8.714285714285715e-09, 8.714285714285715e-09, 9.384615384615384e-09, 8.970588235294117e-09, 4.6e-09, 4.3396226415094335e-09, 0.0, 0.0, 1.9999999999999997e-09, 1.896551724137931e-09, 1.342857142857143e-09, 2.82e-08, 1e-09, 2.352941176470588e-10, 0.0, 0.0, 0.0, 0.0, 3.333333333333334e-09, 8.714285714285715e-09, 8.714285714285715e-09, 9.384615384615384e-09, 8.970588235294117e-09, 4.6e-09, 4.3396226415094335e-09, 0.0, 0.0, 1.9999999999999997e-09, 1.896551724137931e-09, 1.342857142857143e-09, 2.82e-08, 1e-09, 2.352941176470588e-10, 0.0, 0.0, 0.0, 0.0, 3.333333333333334e-09, 8.714285714285715e-09, 8.714285714285715e-09, 9.384615384615384e-09, 8.970588235294117e-09, 4.6e-09, 4.3396226415094335e-09, 0.0, 0.0, 1.9999999999999997e-09, 1.896551724137931e-09, 1.342857142857143e-09, 2.82e-08, 1e-09, 2.352941176470588e-10, 0.0, 0.0, 0.0, 0.0]}\n "<|docstring|>kev1 = [1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28,29,30,31,32
,1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28,29,30,31,32
,25,56,7,8,96,10,10,20,23,24,25,56,7,8,96,10,10,20,23,24,25,56,7,8,96,10,10,20,23,24,25,56]
kev2 = [1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28,29,30,31,32
,1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28,29,30,31,32
,25,56,7,8,96,10,10,20,23,24,25,56,7,8,96,10,10,20,23,24,25,56,7,8,96,10,10,20,23,24,25,56]
kev4 = [1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28,29,30,31,32
,1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28,29,30,31,32
,25,56,7,8,96,10,10,20,23,24,25,56,7,8,96,10,10,20,23,24,25,56,7,8,96,10,10,20,23,24,25,56]
kev5 = [1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28,29,30,31,32
,1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28,29,30,31,32
,25,56,7,8,96,10,10,20,23,24,25,56,7,8,96,10,10,20,23,24,25,56,7,8,96,10,10,20,23,24,25,56]
kev11 = [1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28,29,30,31,32
,1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28,29,30,31,32
,25,56,7,8,96,10,10,20,23,24,25,56,7,8,96,10,10,20,23,24,25,56,7,8,96,10,10,20,23,24,25,56]
kev13 = [1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28,29,30,31,32
,1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28,29,30,31,32
,25,56,7,8,96,10,10,20,23,24,25,56,7,8,96,10,10,20,23,24,25,56,7,8,96,10,10,20,23,24,25,56]
KeinKEV = [0]*96 #Array[96] filled with 0s
'kev':[kev1, kev2, KeinKEV, kev4, kev5, KeinKEV, KeinKEV, KeinKEV, kev11, KeinKEV, kev13, KeinKEV],<|endoftext|> |
51085c363fcfcb04a535e8ce572e91443e399fd4212f465af058199e3e3fb357 | def get_camera_config(config_path):
'\n 获取相机参数\n '
with open(config_path, 'r') as f:
config_data = yaml.safe_load(f)
cx = config_data['camera']['cx']
cy = config_data['camera']['cy']
fx = config_data['camera']['fx']
fy = config_data['camera']['fy']
h = config_data['camera']['h']
pitch_angle = config_data['camera']['pitch_angle']
return (cx, cy, fx, fy, h, pitch_angle) | 获取相机参数 | node/traffic_count_10_28_node_successd.py | get_camera_config | wyf94/traffic_count | 0 | python | def get_camera_config(config_path):
'\n \n '
with open(config_path, 'r') as f:
config_data = yaml.safe_load(f)
cx = config_data['camera']['cx']
cy = config_data['camera']['cy']
fx = config_data['camera']['fx']
fy = config_data['camera']['fy']
h = config_data['camera']['h']
pitch_angle = config_data['camera']['pitch_angle']
return (cx, cy, fx, fy, h, pitch_angle) | def get_camera_config(config_path):
'\n \n '
with open(config_path, 'r') as f:
config_data = yaml.safe_load(f)
cx = config_data['camera']['cx']
cy = config_data['camera']['cy']
fx = config_data['camera']['fx']
fy = config_data['camera']['fy']
h = config_data['camera']['h']
pitch_angle = config_data['camera']['pitch_angle']
return (cx, cy, fx, fy, h, pitch_angle)<|docstring|>获取相机参数<|endoftext|> |
333ae98b912fcdd92b1210a4e4551738a2084adc0104a5b6262349faaa261bf2 | @redis
def test_redis_origin(sdc_builder, sdc_executor, redis):
'Test for Redis origin stage. We do so by starting the pipeline first which ensures the required Redis channel\n is created and then we publish data to wiretap. The pipeline looks like:\n\n redis_consumer >> wiretap\n '
raw_dict = dict(name='Jane Smith', zip_code=27023)
raw_data = json.dumps(raw_dict)
pattern_1 = get_random_string(string.ascii_letters, 10)
pattern_2 = get_random_string(string.ascii_letters, 6)
builder = sdc_builder.get_pipeline_builder()
redis_consumer = builder.add_stage('Redis Consumer', type='origin')
redis_consumer.set_attributes(data_format='JSON', max_batch_size_in_records=10, pattern=[f'*{pattern_1}*', f'{pattern_2}?'])
wiretap = builder.add_wiretap()
(redis_consumer >> wiretap.destination)
pipeline = builder.build(title='Redis Consumer pipeline').configure_for_environment(redis)
sdc_executor.add_pipeline(pipeline)
try:
sdc_executor.start_pipeline(pipeline)
key_1 = f'extra{pattern_1}extra'
for _ in range(20):
assert (redis.client.publish(key_1, raw_data) == 1)
sdc_executor.wait_for_pipeline_metric(pipeline, 'data_batch_count', 2)
assert (20 == len(wiretap.output_records))
for record in wiretap.output_records:
assert (record.field['name'].value == raw_dict['name'])
assert (record.field['zip_code'].value == raw_dict['zip_code'])
wiretap.reset()
key_2 = f'{pattern_2}X'
for _ in range(20):
assert (redis.client.publish(key_2, raw_data) == 1)
sdc_executor.wait_for_pipeline_metric(pipeline, 'data_batch_count', 2)
assert (20 == len(wiretap.output_records))
for record in wiretap.output_records:
assert (record.field['name'].value == raw_dict['name'])
assert (record.field['zip_code'].value == raw_dict['zip_code'])
wiretap.reset()
key_3 = f'{pattern_2}XX'
for _ in range(20):
assert (redis.client.publish(key_3, raw_data) == 0)
finally:
sdc_executor.stop_pipeline(pipeline) | Test for Redis origin stage. We do so by starting the pipeline first which ensures the required Redis channel
is created and then we publish data to wiretap. The pipeline looks like:
redis_consumer >> wiretap | stage/test_redis_stages.py | test_redis_origin | streamsets/datacollector-tests | 14 | python | @redis
def test_redis_origin(sdc_builder, sdc_executor, redis):
'Test for Redis origin stage. We do so by starting the pipeline first which ensures the required Redis channel\n is created and then we publish data to wiretap. The pipeline looks like:\n\n redis_consumer >> wiretap\n '
raw_dict = dict(name='Jane Smith', zip_code=27023)
raw_data = json.dumps(raw_dict)
pattern_1 = get_random_string(string.ascii_letters, 10)
pattern_2 = get_random_string(string.ascii_letters, 6)
builder = sdc_builder.get_pipeline_builder()
redis_consumer = builder.add_stage('Redis Consumer', type='origin')
redis_consumer.set_attributes(data_format='JSON', max_batch_size_in_records=10, pattern=[f'*{pattern_1}*', f'{pattern_2}?'])
wiretap = builder.add_wiretap()
(redis_consumer >> wiretap.destination)
pipeline = builder.build(title='Redis Consumer pipeline').configure_for_environment(redis)
sdc_executor.add_pipeline(pipeline)
try:
sdc_executor.start_pipeline(pipeline)
key_1 = f'extra{pattern_1}extra'
for _ in range(20):
assert (redis.client.publish(key_1, raw_data) == 1)
sdc_executor.wait_for_pipeline_metric(pipeline, 'data_batch_count', 2)
assert (20 == len(wiretap.output_records))
for record in wiretap.output_records:
assert (record.field['name'].value == raw_dict['name'])
assert (record.field['zip_code'].value == raw_dict['zip_code'])
wiretap.reset()
key_2 = f'{pattern_2}X'
for _ in range(20):
assert (redis.client.publish(key_2, raw_data) == 1)
sdc_executor.wait_for_pipeline_metric(pipeline, 'data_batch_count', 2)
assert (20 == len(wiretap.output_records))
for record in wiretap.output_records:
assert (record.field['name'].value == raw_dict['name'])
assert (record.field['zip_code'].value == raw_dict['zip_code'])
wiretap.reset()
key_3 = f'{pattern_2}XX'
for _ in range(20):
assert (redis.client.publish(key_3, raw_data) == 0)
finally:
sdc_executor.stop_pipeline(pipeline) | @redis
def test_redis_origin(sdc_builder, sdc_executor, redis):
'Test for Redis origin stage. We do so by starting the pipeline first which ensures the required Redis channel\n is created and then we publish data to wiretap. The pipeline looks like:\n\n redis_consumer >> wiretap\n '
raw_dict = dict(name='Jane Smith', zip_code=27023)
raw_data = json.dumps(raw_dict)
pattern_1 = get_random_string(string.ascii_letters, 10)
pattern_2 = get_random_string(string.ascii_letters, 6)
builder = sdc_builder.get_pipeline_builder()
redis_consumer = builder.add_stage('Redis Consumer', type='origin')
redis_consumer.set_attributes(data_format='JSON', max_batch_size_in_records=10, pattern=[f'*{pattern_1}*', f'{pattern_2}?'])
wiretap = builder.add_wiretap()
(redis_consumer >> wiretap.destination)
pipeline = builder.build(title='Redis Consumer pipeline').configure_for_environment(redis)
sdc_executor.add_pipeline(pipeline)
try:
sdc_executor.start_pipeline(pipeline)
key_1 = f'extra{pattern_1}extra'
for _ in range(20):
assert (redis.client.publish(key_1, raw_data) == 1)
sdc_executor.wait_for_pipeline_metric(pipeline, 'data_batch_count', 2)
assert (20 == len(wiretap.output_records))
for record in wiretap.output_records:
assert (record.field['name'].value == raw_dict['name'])
assert (record.field['zip_code'].value == raw_dict['zip_code'])
wiretap.reset()
key_2 = f'{pattern_2}X'
for _ in range(20):
assert (redis.client.publish(key_2, raw_data) == 1)
sdc_executor.wait_for_pipeline_metric(pipeline, 'data_batch_count', 2)
assert (20 == len(wiretap.output_records))
for record in wiretap.output_records:
assert (record.field['name'].value == raw_dict['name'])
assert (record.field['zip_code'].value == raw_dict['zip_code'])
wiretap.reset()
key_3 = f'{pattern_2}XX'
for _ in range(20):
assert (redis.client.publish(key_3, raw_data) == 0)
finally:
sdc_executor.stop_pipeline(pipeline)<|docstring|>Test for Redis origin stage. We do so by starting the pipeline first which ensures the required Redis channel
is created and then we publish data to wiretap. The pipeline looks like:
redis_consumer >> wiretap<|endoftext|> |
2fb67d96020e13d2ed9062b0ec495ec5e8176434d4c816c0d04c2c67705fd11b | @redis
def test_redis_destination(sdc_builder, sdc_executor, redis):
'Test for Redis destination stage. The pipeline looks like:\n\n dev_raw_data_source >> redis_destination\n '
redis_key = get_random_string(string.ascii_letters, 10)
raw_dict = dict(city=redis_key, coordinates=dict(latitude='37.7576948', longitude='-122.4726194'))
raw_data = json.dumps(raw_dict)
builder = sdc_builder.get_pipeline_builder()
dev_raw_data_source = builder.add_stage('Dev Raw Data Source')
dev_raw_data_source.set_attributes(data_format='JSON', raw_data=raw_data)
redis_destination = builder.add_stage('Redis', type='destination')
redis_destination.set_attributes(mode='BATCH', fields=[{'keyExpr': '/city', 'valExpr': '/coordinates', 'dataType': 'HASH'}])
(dev_raw_data_source >> redis_destination)
pipeline = builder.build(title='Redis Destination pipeline').configure_for_environment(redis)
sdc_executor.add_pipeline(pipeline)
try:
sdc_executor.start_pipeline(pipeline).wait_for_pipeline_batch_count(1)
sdc_executor.stop_pipeline(pipeline)
dict1 = raw_dict['coordinates']
dict2 = {k.decode(): v.decode() for (k, v) in redis.client.hgetall(redis_key).items()}
assert (dict1 == dict2)
finally:
redis.client.delete(redis_key) | Test for Redis destination stage. The pipeline looks like:
dev_raw_data_source >> redis_destination | stage/test_redis_stages.py | test_redis_destination | streamsets/datacollector-tests | 14 | python | @redis
def test_redis_destination(sdc_builder, sdc_executor, redis):
'Test for Redis destination stage. The pipeline looks like:\n\n dev_raw_data_source >> redis_destination\n '
redis_key = get_random_string(string.ascii_letters, 10)
raw_dict = dict(city=redis_key, coordinates=dict(latitude='37.7576948', longitude='-122.4726194'))
raw_data = json.dumps(raw_dict)
builder = sdc_builder.get_pipeline_builder()
dev_raw_data_source = builder.add_stage('Dev Raw Data Source')
dev_raw_data_source.set_attributes(data_format='JSON', raw_data=raw_data)
redis_destination = builder.add_stage('Redis', type='destination')
redis_destination.set_attributes(mode='BATCH', fields=[{'keyExpr': '/city', 'valExpr': '/coordinates', 'dataType': 'HASH'}])
(dev_raw_data_source >> redis_destination)
pipeline = builder.build(title='Redis Destination pipeline').configure_for_environment(redis)
sdc_executor.add_pipeline(pipeline)
try:
sdc_executor.start_pipeline(pipeline).wait_for_pipeline_batch_count(1)
sdc_executor.stop_pipeline(pipeline)
dict1 = raw_dict['coordinates']
dict2 = {k.decode(): v.decode() for (k, v) in redis.client.hgetall(redis_key).items()}
assert (dict1 == dict2)
finally:
redis.client.delete(redis_key) | @redis
def test_redis_destination(sdc_builder, sdc_executor, redis):
'Test for Redis destination stage. The pipeline looks like:\n\n dev_raw_data_source >> redis_destination\n '
redis_key = get_random_string(string.ascii_letters, 10)
raw_dict = dict(city=redis_key, coordinates=dict(latitude='37.7576948', longitude='-122.4726194'))
raw_data = json.dumps(raw_dict)
builder = sdc_builder.get_pipeline_builder()
dev_raw_data_source = builder.add_stage('Dev Raw Data Source')
dev_raw_data_source.set_attributes(data_format='JSON', raw_data=raw_data)
redis_destination = builder.add_stage('Redis', type='destination')
redis_destination.set_attributes(mode='BATCH', fields=[{'keyExpr': '/city', 'valExpr': '/coordinates', 'dataType': 'HASH'}])
(dev_raw_data_source >> redis_destination)
pipeline = builder.build(title='Redis Destination pipeline').configure_for_environment(redis)
sdc_executor.add_pipeline(pipeline)
try:
sdc_executor.start_pipeline(pipeline).wait_for_pipeline_batch_count(1)
sdc_executor.stop_pipeline(pipeline)
dict1 = raw_dict['coordinates']
dict2 = {k.decode(): v.decode() for (k, v) in redis.client.hgetall(redis_key).items()}
assert (dict1 == dict2)
finally:
redis.client.delete(redis_key)<|docstring|>Test for Redis destination stage. The pipeline looks like:
dev_raw_data_source >> redis_destination<|endoftext|> |
33d4bd1e72c2ee49a79e51b82e806953f236ff1255e20c31d427cab1cd09694e | @redis
def test_redis_lookup_processor(sdc_builder, sdc_executor, redis):
'Test for Redis Lookup Processor. We do so by putting data in Redis first and then have the Redis Lookup\n processor look for it. The pipeline looks like:\n\n dev_raw_data_source >> redis_lookup_processor >> trash\n '
redis_key = get_random_string(string.ascii_letters, 10)
redis_data = "('37.7576948', '-122.4726194')"
raw_data = f'{{"city": "{redis_key}"}}'
record_output_field = 'latitude_longitude'
builder = sdc_builder.get_pipeline_builder()
dev_raw_data_source = builder.add_stage('Dev Raw Data Source')
dev_raw_data_source.set_attributes(data_format='JSON', raw_data=raw_data, stop_after_first_batch=True)
redis_lookup_processor = builder.add_stage('Redis Lookup Processor')
redis_lookup_processor.set_attributes(enable_local_caching=True, eviction_policy_type='EXPIRE_AFTER_ACCESS', mode='BATCH', lookup_parameters=[{'dataType': 'LIST', 'keyExpr': "${record:value('/city')}", 'outputFieldPath': f'/{record_output_field}'}])
wiretap = builder.add_wiretap()
((dev_raw_data_source >> redis_lookup_processor) >> wiretap.destination)
pipeline = builder.build(title='Redis Lookup Processor pipeline').configure_for_environment(redis)
sdc_executor.add_pipeline(pipeline)
try:
redis.client.lpush(redis_key, redis_data)
sdc_executor.start_pipeline(pipeline).wait_for_finished()
record = wiretap.output_records[0].field
expected_value = str(record[record_output_field][0])
assert (redis_data == expected_value)
finally:
redis.client.delete(redis_key) | Test for Redis Lookup Processor. We do so by putting data in Redis first and then have the Redis Lookup
processor look for it. The pipeline looks like:
dev_raw_data_source >> redis_lookup_processor >> trash | stage/test_redis_stages.py | test_redis_lookup_processor | streamsets/datacollector-tests | 14 | python | @redis
def test_redis_lookup_processor(sdc_builder, sdc_executor, redis):
'Test for Redis Lookup Processor. We do so by putting data in Redis first and then have the Redis Lookup\n processor look for it. The pipeline looks like:\n\n dev_raw_data_source >> redis_lookup_processor >> trash\n '
redis_key = get_random_string(string.ascii_letters, 10)
redis_data = "('37.7576948', '-122.4726194')"
raw_data = f'{{"city": "{redis_key}"}}'
record_output_field = 'latitude_longitude'
builder = sdc_builder.get_pipeline_builder()
dev_raw_data_source = builder.add_stage('Dev Raw Data Source')
dev_raw_data_source.set_attributes(data_format='JSON', raw_data=raw_data, stop_after_first_batch=True)
redis_lookup_processor = builder.add_stage('Redis Lookup Processor')
redis_lookup_processor.set_attributes(enable_local_caching=True, eviction_policy_type='EXPIRE_AFTER_ACCESS', mode='BATCH', lookup_parameters=[{'dataType': 'LIST', 'keyExpr': "${record:value('/city')}", 'outputFieldPath': f'/{record_output_field}'}])
wiretap = builder.add_wiretap()
((dev_raw_data_source >> redis_lookup_processor) >> wiretap.destination)
pipeline = builder.build(title='Redis Lookup Processor pipeline').configure_for_environment(redis)
sdc_executor.add_pipeline(pipeline)
try:
redis.client.lpush(redis_key, redis_data)
sdc_executor.start_pipeline(pipeline).wait_for_finished()
record = wiretap.output_records[0].field
expected_value = str(record[record_output_field][0])
assert (redis_data == expected_value)
finally:
redis.client.delete(redis_key) | @redis
def test_redis_lookup_processor(sdc_builder, sdc_executor, redis):
'Test for Redis Lookup Processor. We do so by putting data in Redis first and then have the Redis Lookup\n processor look for it. The pipeline looks like:\n\n dev_raw_data_source >> redis_lookup_processor >> trash\n '
redis_key = get_random_string(string.ascii_letters, 10)
redis_data = "('37.7576948', '-122.4726194')"
raw_data = f'{{"city": "{redis_key}"}}'
record_output_field = 'latitude_longitude'
builder = sdc_builder.get_pipeline_builder()
dev_raw_data_source = builder.add_stage('Dev Raw Data Source')
dev_raw_data_source.set_attributes(data_format='JSON', raw_data=raw_data, stop_after_first_batch=True)
redis_lookup_processor = builder.add_stage('Redis Lookup Processor')
redis_lookup_processor.set_attributes(enable_local_caching=True, eviction_policy_type='EXPIRE_AFTER_ACCESS', mode='BATCH', lookup_parameters=[{'dataType': 'LIST', 'keyExpr': "${record:value('/city')}", 'outputFieldPath': f'/{record_output_field}'}])
wiretap = builder.add_wiretap()
((dev_raw_data_source >> redis_lookup_processor) >> wiretap.destination)
pipeline = builder.build(title='Redis Lookup Processor pipeline').configure_for_environment(redis)
sdc_executor.add_pipeline(pipeline)
try:
redis.client.lpush(redis_key, redis_data)
sdc_executor.start_pipeline(pipeline).wait_for_finished()
record = wiretap.output_records[0].field
expected_value = str(record[record_output_field][0])
assert (redis_data == expected_value)
finally:
redis.client.delete(redis_key)<|docstring|>Test for Redis Lookup Processor. We do so by putting data in Redis first and then have the Redis Lookup
processor look for it. The pipeline looks like:
dev_raw_data_source >> redis_lookup_processor >> trash<|endoftext|> |
f492d97711e16b523c0c660f680275379ee7e1f14796f5345ce11f88a2e8b8e9 | def load_features(path, data_format):
' Function to load (preprocessed) features from disk\n\n Args:\n :param path: the path where the features are stored\n :param data_format: the format in which the features are stored\n :return: tuple of (features, duration)\n '
if (data_format == 'hdf5'):
with h5py.File((path + '.hdf5'), 'r') as hf5_file:
features = hf5_file['features'][:]
duration = hf5_file['features'].attrs['duration']
elif (data_format == 'npy'):
(features, duration) = np.load((path + '.npy'))
elif (data_format == 'npz'):
data = np.load((path + '.npz'))
features = data['features']
duration = data['duration']
else:
raise ValueError('Invalid data format for caching: ', data_format, '!\n', 'options: hdf5, npy, npz')
return (features, duration) | Function to load (preprocessed) features from disk
Args:
:param path: the path where the features are stored
:param data_format: the format in which the features are stored
:return: tuple of (features, duration) | open_seq2seq/data/speech2text/speech_utils.py | load_features | innerNULL/OpenSeq2Seq | 1 | python | def load_features(path, data_format):
' Function to load (preprocessed) features from disk\n\n Args:\n :param path: the path where the features are stored\n :param data_format: the format in which the features are stored\n :return: tuple of (features, duration)\n '
if (data_format == 'hdf5'):
with h5py.File((path + '.hdf5'), 'r') as hf5_file:
features = hf5_file['features'][:]
duration = hf5_file['features'].attrs['duration']
elif (data_format == 'npy'):
(features, duration) = np.load((path + '.npy'))
elif (data_format == 'npz'):
data = np.load((path + '.npz'))
features = data['features']
duration = data['duration']
else:
raise ValueError('Invalid data format for caching: ', data_format, '!\n', 'options: hdf5, npy, npz')
return (features, duration) | def load_features(path, data_format):
' Function to load (preprocessed) features from disk\n\n Args:\n :param path: the path where the features are stored\n :param data_format: the format in which the features are stored\n :return: tuple of (features, duration)\n '
if (data_format == 'hdf5'):
with h5py.File((path + '.hdf5'), 'r') as hf5_file:
features = hf5_file['features'][:]
duration = hf5_file['features'].attrs['duration']
elif (data_format == 'npy'):
(features, duration) = np.load((path + '.npy'))
elif (data_format == 'npz'):
data = np.load((path + '.npz'))
features = data['features']
duration = data['duration']
else:
raise ValueError('Invalid data format for caching: ', data_format, '!\n', 'options: hdf5, npy, npz')
return (features, duration)<|docstring|>Function to load (preprocessed) features from disk
Args:
:param path: the path where the features are stored
:param data_format: the format in which the features are stored
:return: tuple of (features, duration)<|endoftext|> |
6e61f4ef87a50b151a18db81cf9e6cb06f076bb9b3cc1e7fe51197bb106b1bae | def save_features(features, duration, path, data_format, verbose=False):
" Function to save (preprocessed) features to disk\n\n Args:\n :param features: features\n :param duration: metadata: duration in seconds of audio file\n :param path: path to store the data\n :param data_format: format to store the data in ('npy',\n 'npz',\n 'hdf5')\n "
if verbose:
print('Saving to: ', path)
if (data_format == 'hdf5'):
with h5py.File((path + '.hdf5'), 'w') as hf5_file:
dset = hf5_file.create_dataset('features', data=features)
dset.attrs['duration'] = duration
elif (data_format == 'npy'):
np.save((path + '.npy'), [features, duration])
elif (data_format == 'npz'):
np.savez((path + '.npz'), features=features, duration=duration)
else:
raise ValueError('Invalid data format for caching: ', data_format, '!\n', 'options: hdf5, npy, npz') | Function to save (preprocessed) features to disk
Args:
:param features: features
:param duration: metadata: duration in seconds of audio file
:param path: path to store the data
:param data_format: format to store the data in ('npy',
'npz',
'hdf5') | open_seq2seq/data/speech2text/speech_utils.py | save_features | innerNULL/OpenSeq2Seq | 1 | python | def save_features(features, duration, path, data_format, verbose=False):
" Function to save (preprocessed) features to disk\n\n Args:\n :param features: features\n :param duration: metadata: duration in seconds of audio file\n :param path: path to store the data\n :param data_format: format to store the data in ('npy',\n 'npz',\n 'hdf5')\n "
if verbose:
print('Saving to: ', path)
if (data_format == 'hdf5'):
with h5py.File((path + '.hdf5'), 'w') as hf5_file:
dset = hf5_file.create_dataset('features', data=features)
dset.attrs['duration'] = duration
elif (data_format == 'npy'):
np.save((path + '.npy'), [features, duration])
elif (data_format == 'npz'):
np.savez((path + '.npz'), features=features, duration=duration)
else:
raise ValueError('Invalid data format for caching: ', data_format, '!\n', 'options: hdf5, npy, npz') | def save_features(features, duration, path, data_format, verbose=False):
" Function to save (preprocessed) features to disk\n\n Args:\n :param features: features\n :param duration: metadata: duration in seconds of audio file\n :param path: path to store the data\n :param data_format: format to store the data in ('npy',\n 'npz',\n 'hdf5')\n "
if verbose:
print('Saving to: ', path)
if (data_format == 'hdf5'):
with h5py.File((path + '.hdf5'), 'w') as hf5_file:
dset = hf5_file.create_dataset('features', data=features)
dset.attrs['duration'] = duration
elif (data_format == 'npy'):
np.save((path + '.npy'), [features, duration])
elif (data_format == 'npz'):
np.savez((path + '.npz'), features=features, duration=duration)
else:
raise ValueError('Invalid data format for caching: ', data_format, '!\n', 'options: hdf5, npy, npz')<|docstring|>Function to save (preprocessed) features to disk
Args:
:param features: features
:param duration: metadata: duration in seconds of audio file
:param path: path to store the data
:param data_format: format to store the data in ('npy',
'npz',
'hdf5')<|endoftext|> |
5e517ba04379aecac8b581eb8d7d12dc1c56603d509eda4856c12db760315509 | def get_preprocessed_data_path(filename, params):
' Function to convert the audio path into the path to the preprocessed\n version of this audio\n Args:\n :param filename: WAVE filename\n :param params: dictionary containing preprocessing parameters\n :return: path to new file (without extension). The path is\n generated from the relevant preprocessing parameters.\n '
if isinstance(filename, bytes):
filename = filename.decode('ascii')
filename = os.path.realpath(filename)
ignored_params = ['cache_features', 'cache_format', 'cache_regenerate', 'vocab_file', 'dataset_files', 'shuffle', 'batch_size', 'max_duration', 'mode', 'interactive', 'autoregressive', 'char2idx', 'tgt_vocab_size', 'idx2char', 'dtype']
def fix_kv(text):
' Helper function to shorten length of filenames to get around\n filesystem path length limitations'
text = str(text)
text = text.replace('time_stretch_ratio', 'tsr').replace('noise_level_min', 'nlmin').replace('noise_level_max', 'nlmax').replace('add_derivatives', 'd').replace('add_second_derivatives', 'dd')
return text
preprocess_id = '-'.join([((fix_kv(k) + '_') + fix_kv(v)) for (k, v) in params.items() if (k not in ignored_params)])
preprocessed_dir = os.path.dirname(filename).replace('wav', ('preprocessed-' + preprocess_id))
preprocessed_path = os.path.join(preprocessed_dir, os.path.basename(filename).replace('.wav', ''))
if (not os.path.exists(preprocessed_dir)):
os.makedirs(preprocessed_dir)
return preprocessed_path | Function to convert the audio path into the path to the preprocessed
version of this audio
Args:
:param filename: WAVE filename
:param params: dictionary containing preprocessing parameters
:return: path to new file (without extension). The path is
generated from the relevant preprocessing parameters. | open_seq2seq/data/speech2text/speech_utils.py | get_preprocessed_data_path | innerNULL/OpenSeq2Seq | 1 | python | def get_preprocessed_data_path(filename, params):
' Function to convert the audio path into the path to the preprocessed\n version of this audio\n Args:\n :param filename: WAVE filename\n :param params: dictionary containing preprocessing parameters\n :return: path to new file (without extension). The path is\n generated from the relevant preprocessing parameters.\n '
if isinstance(filename, bytes):
filename = filename.decode('ascii')
filename = os.path.realpath(filename)
ignored_params = ['cache_features', 'cache_format', 'cache_regenerate', 'vocab_file', 'dataset_files', 'shuffle', 'batch_size', 'max_duration', 'mode', 'interactive', 'autoregressive', 'char2idx', 'tgt_vocab_size', 'idx2char', 'dtype']
def fix_kv(text):
' Helper function to shorten length of filenames to get around\n filesystem path length limitations'
text = str(text)
text = text.replace('time_stretch_ratio', 'tsr').replace('noise_level_min', 'nlmin').replace('noise_level_max', 'nlmax').replace('add_derivatives', 'd').replace('add_second_derivatives', 'dd')
return text
preprocess_id = '-'.join([((fix_kv(k) + '_') + fix_kv(v)) for (k, v) in params.items() if (k not in ignored_params)])
preprocessed_dir = os.path.dirname(filename).replace('wav', ('preprocessed-' + preprocess_id))
preprocessed_path = os.path.join(preprocessed_dir, os.path.basename(filename).replace('.wav', ))
if (not os.path.exists(preprocessed_dir)):
os.makedirs(preprocessed_dir)
return preprocessed_path | def get_preprocessed_data_path(filename, params):
' Function to convert the audio path into the path to the preprocessed\n version of this audio\n Args:\n :param filename: WAVE filename\n :param params: dictionary containing preprocessing parameters\n :return: path to new file (without extension). The path is\n generated from the relevant preprocessing parameters.\n '
if isinstance(filename, bytes):
filename = filename.decode('ascii')
filename = os.path.realpath(filename)
ignored_params = ['cache_features', 'cache_format', 'cache_regenerate', 'vocab_file', 'dataset_files', 'shuffle', 'batch_size', 'max_duration', 'mode', 'interactive', 'autoregressive', 'char2idx', 'tgt_vocab_size', 'idx2char', 'dtype']
def fix_kv(text):
' Helper function to shorten length of filenames to get around\n filesystem path length limitations'
text = str(text)
text = text.replace('time_stretch_ratio', 'tsr').replace('noise_level_min', 'nlmin').replace('noise_level_max', 'nlmax').replace('add_derivatives', 'd').replace('add_second_derivatives', 'dd')
return text
preprocess_id = '-'.join([((fix_kv(k) + '_') + fix_kv(v)) for (k, v) in params.items() if (k not in ignored_params)])
preprocessed_dir = os.path.dirname(filename).replace('wav', ('preprocessed-' + preprocess_id))
preprocessed_path = os.path.join(preprocessed_dir, os.path.basename(filename).replace('.wav', ))
if (not os.path.exists(preprocessed_dir)):
os.makedirs(preprocessed_dir)
return preprocessed_path<|docstring|>Function to convert the audio path into the path to the preprocessed
version of this audio
Args:
:param filename: WAVE filename
:param params: dictionary containing preprocessing parameters
:return: path to new file (without extension). The path is
generated from the relevant preprocessing parameters.<|endoftext|> |
a69fc5a32c4202f74b87f79cdd0299a896bf9f15287827d5c3ffd06e10704df4 | def get_speech_features_from_file(filename, num_features, pad_to=8, features_type='spectrogram', window_size=0.02, window_stride=0.01, augmentation=None, cache_features=False, cache_format='hdf5', cache_regenerate=False, params={}):
"Function to get a numpy array of features, from an audio file.\n if params['cache_features']==True, try load preprocessed data from\n disk, or store after preprocesseng.\n else, perform preprocessing on-the-fly.\n\nArgs:\n filename (string): WAVE filename.\n num_features (int): number of speech features in frequency domain.\n features_type (string): 'mfcc' or 'spectrogram'.\n window_size (float): size of analysis window in milli-seconds.\n window_stride (float): stride of analysis window in milli-seconds.\n augmentation (dict, optional): None or dictionary of augmentation parameters.\n If not None, has to have 'time_stretch_ratio',\n 'noise_level_min', 'noise_level_max' fields, e.g.::\n augmentation={\n 'time_stretch_ratio': 0.2,\n 'noise_level_min': -90,\n 'noise_level_max': -46,\n }\nReturns:\n np.array: np.array of audio features with shape=[num_time_steps,\n num_features].\n"
try:
if (not cache_features):
raise PreprocessOnTheFlyException("on-the-fly preprocessing enforced with 'cache_features'==True")
if cache_regenerate:
raise RegenerateCacheException('regenerating cache...')
preprocessed_data_path = get_preprocessed_data_path(filename, params)
(features, duration) = load_features(preprocessed_data_path, data_format=cache_format)
except PreprocessOnTheFlyException:
(sample_freq, signal) = wave.read(filename)
(features, duration) = get_speech_features(signal, sample_freq, num_features, pad_to, features_type, window_size, window_stride, augmentation)
except (OSError, FileNotFoundError, RegenerateCacheException):
(sample_freq, signal) = wave.read(filename)
(features, duration) = get_speech_features(signal, sample_freq, num_features, pad_to, features_type, window_size, window_stride, augmentation)
preprocessed_data_path = get_preprocessed_data_path(filename, params)
save_features(features, duration, preprocessed_data_path, data_format=cache_format)
return (features, duration) | Function to get a numpy array of features, from an audio file.
if params['cache_features']==True, try load preprocessed data from
disk, or store after preprocesseng.
else, perform preprocessing on-the-fly.
Args:
filename (string): WAVE filename.
num_features (int): number of speech features in frequency domain.
features_type (string): 'mfcc' or 'spectrogram'.
window_size (float): size of analysis window in milli-seconds.
window_stride (float): stride of analysis window in milli-seconds.
augmentation (dict, optional): None or dictionary of augmentation parameters.
If not None, has to have 'time_stretch_ratio',
'noise_level_min', 'noise_level_max' fields, e.g.::
augmentation={
'time_stretch_ratio': 0.2,
'noise_level_min': -90,
'noise_level_max': -46,
}
Returns:
np.array: np.array of audio features with shape=[num_time_steps,
num_features]. | open_seq2seq/data/speech2text/speech_utils.py | get_speech_features_from_file | innerNULL/OpenSeq2Seq | 1 | python | def get_speech_features_from_file(filename, num_features, pad_to=8, features_type='spectrogram', window_size=0.02, window_stride=0.01, augmentation=None, cache_features=False, cache_format='hdf5', cache_regenerate=False, params={}):
"Function to get a numpy array of features, from an audio file.\n if params['cache_features']==True, try load preprocessed data from\n disk, or store after preprocesseng.\n else, perform preprocessing on-the-fly.\n\nArgs:\n filename (string): WAVE filename.\n num_features (int): number of speech features in frequency domain.\n features_type (string): 'mfcc' or 'spectrogram'.\n window_size (float): size of analysis window in milli-seconds.\n window_stride (float): stride of analysis window in milli-seconds.\n augmentation (dict, optional): None or dictionary of augmentation parameters.\n If not None, has to have 'time_stretch_ratio',\n 'noise_level_min', 'noise_level_max' fields, e.g.::\n augmentation={\n 'time_stretch_ratio': 0.2,\n 'noise_level_min': -90,\n 'noise_level_max': -46,\n }\nReturns:\n np.array: np.array of audio features with shape=[num_time_steps,\n num_features].\n"
try:
if (not cache_features):
raise PreprocessOnTheFlyException("on-the-fly preprocessing enforced with 'cache_features'==True")
if cache_regenerate:
raise RegenerateCacheException('regenerating cache...')
preprocessed_data_path = get_preprocessed_data_path(filename, params)
(features, duration) = load_features(preprocessed_data_path, data_format=cache_format)
except PreprocessOnTheFlyException:
(sample_freq, signal) = wave.read(filename)
(features, duration) = get_speech_features(signal, sample_freq, num_features, pad_to, features_type, window_size, window_stride, augmentation)
except (OSError, FileNotFoundError, RegenerateCacheException):
(sample_freq, signal) = wave.read(filename)
(features, duration) = get_speech_features(signal, sample_freq, num_features, pad_to, features_type, window_size, window_stride, augmentation)
preprocessed_data_path = get_preprocessed_data_path(filename, params)
save_features(features, duration, preprocessed_data_path, data_format=cache_format)
return (features, duration) | def get_speech_features_from_file(filename, num_features, pad_to=8, features_type='spectrogram', window_size=0.02, window_stride=0.01, augmentation=None, cache_features=False, cache_format='hdf5', cache_regenerate=False, params={}):
"Function to get a numpy array of features, from an audio file.\n if params['cache_features']==True, try load preprocessed data from\n disk, or store after preprocesseng.\n else, perform preprocessing on-the-fly.\n\nArgs:\n filename (string): WAVE filename.\n num_features (int): number of speech features in frequency domain.\n features_type (string): 'mfcc' or 'spectrogram'.\n window_size (float): size of analysis window in milli-seconds.\n window_stride (float): stride of analysis window in milli-seconds.\n augmentation (dict, optional): None or dictionary of augmentation parameters.\n If not None, has to have 'time_stretch_ratio',\n 'noise_level_min', 'noise_level_max' fields, e.g.::\n augmentation={\n 'time_stretch_ratio': 0.2,\n 'noise_level_min': -90,\n 'noise_level_max': -46,\n }\nReturns:\n np.array: np.array of audio features with shape=[num_time_steps,\n num_features].\n"
try:
if (not cache_features):
raise PreprocessOnTheFlyException("on-the-fly preprocessing enforced with 'cache_features'==True")
if cache_regenerate:
raise RegenerateCacheException('regenerating cache...')
preprocessed_data_path = get_preprocessed_data_path(filename, params)
(features, duration) = load_features(preprocessed_data_path, data_format=cache_format)
except PreprocessOnTheFlyException:
(sample_freq, signal) = wave.read(filename)
(features, duration) = get_speech_features(signal, sample_freq, num_features, pad_to, features_type, window_size, window_stride, augmentation)
except (OSError, FileNotFoundError, RegenerateCacheException):
(sample_freq, signal) = wave.read(filename)
(features, duration) = get_speech_features(signal, sample_freq, num_features, pad_to, features_type, window_size, window_stride, augmentation)
preprocessed_data_path = get_preprocessed_data_path(filename, params)
save_features(features, duration, preprocessed_data_path, data_format=cache_format)
return (features, duration)<|docstring|>Function to get a numpy array of features, from an audio file.
if params['cache_features']==True, try load preprocessed data from
disk, or store after preprocesseng.
else, perform preprocessing on-the-fly.
Args:
filename (string): WAVE filename.
num_features (int): number of speech features in frequency domain.
features_type (string): 'mfcc' or 'spectrogram'.
window_size (float): size of analysis window in milli-seconds.
window_stride (float): stride of analysis window in milli-seconds.
augmentation (dict, optional): None or dictionary of augmentation parameters.
If not None, has to have 'time_stretch_ratio',
'noise_level_min', 'noise_level_max' fields, e.g.::
augmentation={
'time_stretch_ratio': 0.2,
'noise_level_min': -90,
'noise_level_max': -46,
}
Returns:
np.array: np.array of audio features with shape=[num_time_steps,
num_features].<|endoftext|> |
eebf84e48cf125a5f7ed517aec0426494b91d51c504798d74f74df848bca7e0f | def normalize_signal(signal):
'\n Normalize float32 signal to [-1, 1] range\n '
return (signal / np.max(np.abs(signal))) | Normalize float32 signal to [-1, 1] range | open_seq2seq/data/speech2text/speech_utils.py | normalize_signal | innerNULL/OpenSeq2Seq | 1 | python | def normalize_signal(signal):
'\n \n '
return (signal / np.max(np.abs(signal))) | def normalize_signal(signal):
'\n \n '
return (signal / np.max(np.abs(signal)))<|docstring|>Normalize float32 signal to [-1, 1] range<|endoftext|> |
b8a04a76cb0fd90d76904326f3f3e2be82f270b55c33884d4faed183131a030b | def augment_audio_signal(signal, sample_freq, augmentation):
'Function that performs audio signal augmentation.\n\n Args:\n signal (np.array): np.array containing raw audio signal.\n sample_freq (float): frames per second.\n augmentation (dict): dictionary of augmentation parameters. See\n :func:`get_speech_features_from_file` for specification and example.\n Returns:\n np.array: np.array with augmented audio signal.\n '
signal_float = normalize_signal(signal.astype(np.float32))
if (augmentation['time_stretch_ratio'] > 0):
stretch_amount = (1.0 + (((2.0 * np.random.rand()) - 1.0) * augmentation['time_stretch_ratio']))
signal_float = rs.resample(signal_float, sample_freq, int((sample_freq * stretch_amount)), filter='kaiser_fast')
noise_level_db = np.random.randint(low=augmentation['noise_level_min'], high=augmentation['noise_level_max'])
signal_float += (np.random.randn(signal_float.shape[0]) * (10.0 ** (noise_level_db / 20.0)))
return (normalize_signal(signal_float) * 32767.0).astype(np.int16) | Function that performs audio signal augmentation.
Args:
signal (np.array): np.array containing raw audio signal.
sample_freq (float): frames per second.
augmentation (dict): dictionary of augmentation parameters. See
:func:`get_speech_features_from_file` for specification and example.
Returns:
np.array: np.array with augmented audio signal. | open_seq2seq/data/speech2text/speech_utils.py | augment_audio_signal | innerNULL/OpenSeq2Seq | 1 | python | def augment_audio_signal(signal, sample_freq, augmentation):
'Function that performs audio signal augmentation.\n\n Args:\n signal (np.array): np.array containing raw audio signal.\n sample_freq (float): frames per second.\n augmentation (dict): dictionary of augmentation parameters. See\n :func:`get_speech_features_from_file` for specification and example.\n Returns:\n np.array: np.array with augmented audio signal.\n '
signal_float = normalize_signal(signal.astype(np.float32))
if (augmentation['time_stretch_ratio'] > 0):
stretch_amount = (1.0 + (((2.0 * np.random.rand()) - 1.0) * augmentation['time_stretch_ratio']))
signal_float = rs.resample(signal_float, sample_freq, int((sample_freq * stretch_amount)), filter='kaiser_fast')
noise_level_db = np.random.randint(low=augmentation['noise_level_min'], high=augmentation['noise_level_max'])
signal_float += (np.random.randn(signal_float.shape[0]) * (10.0 ** (noise_level_db / 20.0)))
return (normalize_signal(signal_float) * 32767.0).astype(np.int16) | def augment_audio_signal(signal, sample_freq, augmentation):
'Function that performs audio signal augmentation.\n\n Args:\n signal (np.array): np.array containing raw audio signal.\n sample_freq (float): frames per second.\n augmentation (dict): dictionary of augmentation parameters. See\n :func:`get_speech_features_from_file` for specification and example.\n Returns:\n np.array: np.array with augmented audio signal.\n '
signal_float = normalize_signal(signal.astype(np.float32))
if (augmentation['time_stretch_ratio'] > 0):
stretch_amount = (1.0 + (((2.0 * np.random.rand()) - 1.0) * augmentation['time_stretch_ratio']))
signal_float = rs.resample(signal_float, sample_freq, int((sample_freq * stretch_amount)), filter='kaiser_fast')
noise_level_db = np.random.randint(low=augmentation['noise_level_min'], high=augmentation['noise_level_max'])
signal_float += (np.random.randn(signal_float.shape[0]) * (10.0 ** (noise_level_db / 20.0)))
return (normalize_signal(signal_float) * 32767.0).astype(np.int16)<|docstring|>Function that performs audio signal augmentation.
Args:
signal (np.array): np.array containing raw audio signal.
sample_freq (float): frames per second.
augmentation (dict): dictionary of augmentation parameters. See
:func:`get_speech_features_from_file` for specification and example.
Returns:
np.array: np.array with augmented audio signal.<|endoftext|> |
f11cd57b344b3bb043cc3e64b0f3ae7f46554bd079fad2e0330a911d84831287 | def get_speech_features(signal, sample_freq, num_features, pad_to=8, features_type='spectrogram', window_size=0.02, window_stride=0.01, augmentation=None):
"Function to convert raw audio signal to numpy array of features.\n\n Args:\n signal (np.array): np.array containing raw audio signal.\n sample_freq (float): frames per second.\n num_features (int): number of speech features in frequency domain.\n pad_to (int): if specified, the length will be padded to become divisible\n by ``pad_to`` parameter.\n features_type (string): 'mfcc' or 'spectrogram'.\n window_size (float): size of analysis window in milli-seconds.\n window_stride (float): stride of analysis window in milli-seconds.\n augmentation (dict, optional): dictionary of augmentation parameters. See\n :func:`get_speech_features_from_file` for specification and example.\n\n Returns:\n np.array: np.array of audio features with shape=[num_time_steps,\n num_features].\n audio_duration (float): duration of the signal in seconds\n "
if (augmentation is not None):
if ('time_stretch_ratio' not in augmentation):
raise ValueError('time_stretch_ratio has to be included in augmentation when augmentation it is not None')
if ('noise_level_min' not in augmentation):
raise ValueError('noise_level_min has to be included in augmentation when augmentation it is not None')
if ('noise_level_max' not in augmentation):
raise ValueError('noise_level_max has to be included in augmentation when augmentation it is not None')
signal = augment_audio_signal(signal, sample_freq, augmentation)
else:
signal = (normalize_signal(signal.astype(np.float32)) * 32767.0).astype(np.int16)
audio_duration = ((len(signal) * 1.0) / sample_freq)
n_window_size = int((sample_freq * window_size))
n_window_stride = int((sample_freq * window_stride))
length = (1 + int(math.ceil((((1.0 * signal.shape[0]) - n_window_size) / n_window_stride))))
if (pad_to > 0):
if ((length % pad_to) != 0):
pad_size = ((pad_to - (length % pad_to)) * n_window_stride)
signal = np.pad(signal, (0, pad_size), mode='constant')
if (features_type == 'spectrogram'):
frames = psf.sigproc.framesig(sig=signal, frame_len=n_window_size, frame_step=n_window_stride, winfunc=np.hanning)
features = psf.sigproc.logpowspec(frames, NFFT=n_window_size)
assert (num_features <= ((n_window_size // 2) + 1)), 'num_features for spectrogram should be <= (sample_freq * window_size // 2 + 1)'
features = features[(:, :num_features)]
elif (features_type == 'mfcc'):
features = psf.mfcc(signal=signal, samplerate=sample_freq, winlen=window_size, winstep=window_stride, numcep=num_features, nfilt=(2 * num_features), nfft=512, lowfreq=0, highfreq=None, preemph=0.97, ceplifter=(2 * num_features), appendEnergy=False)
elif (features_type == 'logfbank'):
features = psf.logfbank(signal=signal, samplerate=sample_freq, winlen=window_size, winstep=window_stride, nfilt=num_features, nfft=512, lowfreq=0, highfreq=(sample_freq / 2), preemph=0.97)
else:
raise ValueError('Unknown features type: {}'.format(features_type))
if (pad_to > 0):
assert ((features.shape[0] % pad_to) == 0)
mean = np.mean(features)
std_dev = np.std(features)
features = ((features - mean) / std_dev)
return (features, audio_duration) | Function to convert raw audio signal to numpy array of features.
Args:
signal (np.array): np.array containing raw audio signal.
sample_freq (float): frames per second.
num_features (int): number of speech features in frequency domain.
pad_to (int): if specified, the length will be padded to become divisible
by ``pad_to`` parameter.
features_type (string): 'mfcc' or 'spectrogram'.
window_size (float): size of analysis window in milli-seconds.
window_stride (float): stride of analysis window in milli-seconds.
augmentation (dict, optional): dictionary of augmentation parameters. See
:func:`get_speech_features_from_file` for specification and example.
Returns:
np.array: np.array of audio features with shape=[num_time_steps,
num_features].
audio_duration (float): duration of the signal in seconds | open_seq2seq/data/speech2text/speech_utils.py | get_speech_features | innerNULL/OpenSeq2Seq | 1 | python | def get_speech_features(signal, sample_freq, num_features, pad_to=8, features_type='spectrogram', window_size=0.02, window_stride=0.01, augmentation=None):
"Function to convert raw audio signal to numpy array of features.\n\n Args:\n signal (np.array): np.array containing raw audio signal.\n sample_freq (float): frames per second.\n num_features (int): number of speech features in frequency domain.\n pad_to (int): if specified, the length will be padded to become divisible\n by ``pad_to`` parameter.\n features_type (string): 'mfcc' or 'spectrogram'.\n window_size (float): size of analysis window in milli-seconds.\n window_stride (float): stride of analysis window in milli-seconds.\n augmentation (dict, optional): dictionary of augmentation parameters. See\n :func:`get_speech_features_from_file` for specification and example.\n\n Returns:\n np.array: np.array of audio features with shape=[num_time_steps,\n num_features].\n audio_duration (float): duration of the signal in seconds\n "
if (augmentation is not None):
if ('time_stretch_ratio' not in augmentation):
raise ValueError('time_stretch_ratio has to be included in augmentation when augmentation it is not None')
if ('noise_level_min' not in augmentation):
raise ValueError('noise_level_min has to be included in augmentation when augmentation it is not None')
if ('noise_level_max' not in augmentation):
raise ValueError('noise_level_max has to be included in augmentation when augmentation it is not None')
signal = augment_audio_signal(signal, sample_freq, augmentation)
else:
signal = (normalize_signal(signal.astype(np.float32)) * 32767.0).astype(np.int16)
audio_duration = ((len(signal) * 1.0) / sample_freq)
n_window_size = int((sample_freq * window_size))
n_window_stride = int((sample_freq * window_stride))
length = (1 + int(math.ceil((((1.0 * signal.shape[0]) - n_window_size) / n_window_stride))))
if (pad_to > 0):
if ((length % pad_to) != 0):
pad_size = ((pad_to - (length % pad_to)) * n_window_stride)
signal = np.pad(signal, (0, pad_size), mode='constant')
if (features_type == 'spectrogram'):
frames = psf.sigproc.framesig(sig=signal, frame_len=n_window_size, frame_step=n_window_stride, winfunc=np.hanning)
features = psf.sigproc.logpowspec(frames, NFFT=n_window_size)
assert (num_features <= ((n_window_size // 2) + 1)), 'num_features for spectrogram should be <= (sample_freq * window_size // 2 + 1)'
features = features[(:, :num_features)]
elif (features_type == 'mfcc'):
features = psf.mfcc(signal=signal, samplerate=sample_freq, winlen=window_size, winstep=window_stride, numcep=num_features, nfilt=(2 * num_features), nfft=512, lowfreq=0, highfreq=None, preemph=0.97, ceplifter=(2 * num_features), appendEnergy=False)
elif (features_type == 'logfbank'):
features = psf.logfbank(signal=signal, samplerate=sample_freq, winlen=window_size, winstep=window_stride, nfilt=num_features, nfft=512, lowfreq=0, highfreq=(sample_freq / 2), preemph=0.97)
else:
raise ValueError('Unknown features type: {}'.format(features_type))
if (pad_to > 0):
assert ((features.shape[0] % pad_to) == 0)
mean = np.mean(features)
std_dev = np.std(features)
features = ((features - mean) / std_dev)
return (features, audio_duration) | def get_speech_features(signal, sample_freq, num_features, pad_to=8, features_type='spectrogram', window_size=0.02, window_stride=0.01, augmentation=None):
"Function to convert raw audio signal to numpy array of features.\n\n Args:\n signal (np.array): np.array containing raw audio signal.\n sample_freq (float): frames per second.\n num_features (int): number of speech features in frequency domain.\n pad_to (int): if specified, the length will be padded to become divisible\n by ``pad_to`` parameter.\n features_type (string): 'mfcc' or 'spectrogram'.\n window_size (float): size of analysis window in milli-seconds.\n window_stride (float): stride of analysis window in milli-seconds.\n augmentation (dict, optional): dictionary of augmentation parameters. See\n :func:`get_speech_features_from_file` for specification and example.\n\n Returns:\n np.array: np.array of audio features with shape=[num_time_steps,\n num_features].\n audio_duration (float): duration of the signal in seconds\n "
if (augmentation is not None):
if ('time_stretch_ratio' not in augmentation):
raise ValueError('time_stretch_ratio has to be included in augmentation when augmentation it is not None')
if ('noise_level_min' not in augmentation):
raise ValueError('noise_level_min has to be included in augmentation when augmentation it is not None')
if ('noise_level_max' not in augmentation):
raise ValueError('noise_level_max has to be included in augmentation when augmentation it is not None')
signal = augment_audio_signal(signal, sample_freq, augmentation)
else:
signal = (normalize_signal(signal.astype(np.float32)) * 32767.0).astype(np.int16)
audio_duration = ((len(signal) * 1.0) / sample_freq)
n_window_size = int((sample_freq * window_size))
n_window_stride = int((sample_freq * window_stride))
length = (1 + int(math.ceil((((1.0 * signal.shape[0]) - n_window_size) / n_window_stride))))
if (pad_to > 0):
if ((length % pad_to) != 0):
pad_size = ((pad_to - (length % pad_to)) * n_window_stride)
signal = np.pad(signal, (0, pad_size), mode='constant')
if (features_type == 'spectrogram'):
frames = psf.sigproc.framesig(sig=signal, frame_len=n_window_size, frame_step=n_window_stride, winfunc=np.hanning)
features = psf.sigproc.logpowspec(frames, NFFT=n_window_size)
assert (num_features <= ((n_window_size // 2) + 1)), 'num_features for spectrogram should be <= (sample_freq * window_size // 2 + 1)'
features = features[(:, :num_features)]
elif (features_type == 'mfcc'):
features = psf.mfcc(signal=signal, samplerate=sample_freq, winlen=window_size, winstep=window_stride, numcep=num_features, nfilt=(2 * num_features), nfft=512, lowfreq=0, highfreq=None, preemph=0.97, ceplifter=(2 * num_features), appendEnergy=False)
elif (features_type == 'logfbank'):
features = psf.logfbank(signal=signal, samplerate=sample_freq, winlen=window_size, winstep=window_stride, nfilt=num_features, nfft=512, lowfreq=0, highfreq=(sample_freq / 2), preemph=0.97)
else:
raise ValueError('Unknown features type: {}'.format(features_type))
if (pad_to > 0):
assert ((features.shape[0] % pad_to) == 0)
mean = np.mean(features)
std_dev = np.std(features)
features = ((features - mean) / std_dev)
return (features, audio_duration)<|docstring|>Function to convert raw audio signal to numpy array of features.
Args:
signal (np.array): np.array containing raw audio signal.
sample_freq (float): frames per second.
num_features (int): number of speech features in frequency domain.
pad_to (int): if specified, the length will be padded to become divisible
by ``pad_to`` parameter.
features_type (string): 'mfcc' or 'spectrogram'.
window_size (float): size of analysis window in milli-seconds.
window_stride (float): stride of analysis window in milli-seconds.
augmentation (dict, optional): dictionary of augmentation parameters. See
:func:`get_speech_features_from_file` for specification and example.
Returns:
np.array: np.array of audio features with shape=[num_time_steps,
num_features].
audio_duration (float): duration of the signal in seconds<|endoftext|> |
6a0f80794009208754a6a409075f9f56d2120768c3584525d84c8a935495f624 | def fix_kv(text):
' Helper function to shorten length of filenames to get around\n filesystem path length limitations'
text = str(text)
text = text.replace('time_stretch_ratio', 'tsr').replace('noise_level_min', 'nlmin').replace('noise_level_max', 'nlmax').replace('add_derivatives', 'd').replace('add_second_derivatives', 'dd')
return text | Helper function to shorten length of filenames to get around
filesystem path length limitations | open_seq2seq/data/speech2text/speech_utils.py | fix_kv | innerNULL/OpenSeq2Seq | 1 | python | def fix_kv(text):
' Helper function to shorten length of filenames to get around\n filesystem path length limitations'
text = str(text)
text = text.replace('time_stretch_ratio', 'tsr').replace('noise_level_min', 'nlmin').replace('noise_level_max', 'nlmax').replace('add_derivatives', 'd').replace('add_second_derivatives', 'dd')
return text | def fix_kv(text):
' Helper function to shorten length of filenames to get around\n filesystem path length limitations'
text = str(text)
text = text.replace('time_stretch_ratio', 'tsr').replace('noise_level_min', 'nlmin').replace('noise_level_max', 'nlmax').replace('add_derivatives', 'd').replace('add_second_derivatives', 'dd')
return text<|docstring|>Helper function to shorten length of filenames to get around
filesystem path length limitations<|endoftext|> |
2d833f50038ca9b25b4db12324d8901006d58b727ed696bf4efebb5fd0c75cbb | def max_bar_width(data: Dict[(str, float)], width: int) -> int:
'Caluclate the maximum width of a bar based on the longest label.'
return (width - max(list(map(len, data.keys())))) | Caluclate the maximum width of a bar based on the longest label. | piltdown/bar_chart.py | max_bar_width | EvansWinner/piltdown | 0 | python | def max_bar_width(data: Dict[(str, float)], width: int) -> int:
return (width - max(list(map(len, data.keys())))) | def max_bar_width(data: Dict[(str, float)], width: int) -> int:
return (width - max(list(map(len, data.keys()))))<|docstring|>Caluclate the maximum width of a bar based on the longest label.<|endoftext|> |
61029521dcb52a8fda93a63317af061ace7c7fa7c3bf22b12c665ef87cb4011e | def make_line(label: str, value: float, line_break: bool, key_labels: str) -> str:
'Make a single line of the bar chart.'
return 'This is just a stub.' | Make a single line of the bar chart. | piltdown/bar_chart.py | make_line | EvansWinner/piltdown | 0 | python | def make_line(label: str, value: float, line_break: bool, key_labels: str) -> str:
return 'This is just a stub.' | def make_line(label: str, value: float, line_break: bool, key_labels: str) -> str:
return 'This is just a stub.'<|docstring|>Make a single line of the bar chart.<|endoftext|> |
e6522316e91597bce7b90980c6cbb383413251d75b306ff8d1fac35204e65c72 | def bar_chart(data: Dict[(str, float)], width: int, line_breaks: bool=False, key_labels: str=lit.DEFAULT_LABELS) -> str:
'Create a bar chart.\n\n Return a bar plot given a dict of {"label":value} pairs and max line\n width.\n '
ret: str = ''
for (line, value) in data.items():
ret += make_line(line, value, line_breaks, key_labels)
return ret | Create a bar chart.
Return a bar plot given a dict of {"label":value} pairs and max line
width. | piltdown/bar_chart.py | bar_chart | EvansWinner/piltdown | 0 | python | def bar_chart(data: Dict[(str, float)], width: int, line_breaks: bool=False, key_labels: str=lit.DEFAULT_LABELS) -> str:
'Create a bar chart.\n\n Return a bar plot given a dict of {"label":value} pairs and max line\n width.\n '
ret: str =
for (line, value) in data.items():
ret += make_line(line, value, line_breaks, key_labels)
return ret | def bar_chart(data: Dict[(str, float)], width: int, line_breaks: bool=False, key_labels: str=lit.DEFAULT_LABELS) -> str:
'Create a bar chart.\n\n Return a bar plot given a dict of {"label":value} pairs and max line\n width.\n '
ret: str =
for (line, value) in data.items():
ret += make_line(line, value, line_breaks, key_labels)
return ret<|docstring|>Create a bar chart.
Return a bar plot given a dict of {"label":value} pairs and max line
width.<|endoftext|> |
9ef69652d70a0f9b6733a5f7f7eb64f8fa7b15c0c63d68fa91949bb5ad4b9053 | def str2bool(v):
'\n used to create special type for argparse\n '
return (v.lower() in ('yes', 'true', 't', '1')) | used to create special type for argparse | python/numpy/timings/timing.py | str2bool | hvanhovell/weld | 0 | python | def str2bool(v):
'\n \n '
return (v.lower() in ('yes', 'true', 't', '1')) | def str2bool(v):
'\n \n '
return (v.lower() in ('yes', 'true', 't', '1'))<|docstring|>used to create special type for argparse<|endoftext|> |
a9540b84c675137812bbb06be36e867558a05d0f77cc827f4e2919403ac99cae | def binary_loop(lib):
'\n lib = np or wn.\n '
np.random.seed(1)
arrays = []
expr = ''
for i in range(args.num_operands):
arrays.append(lib.array(np.random.rand(args.num_els)))
expr += ' arrays[{i}] '.format(i=str(i))
if (i != (args.num_operands - 1)):
expr += args.binary_op
start = time.time()
for i in range(args.num_reps):
arrays[0] = eval(expr)
if isinstance(arrays[0], wn.weldarray):
arrays[0].evaluate()
print('{} took {} seconds'.format(type(arrays[0]), (time.time() - start))) | lib = np or wn. | python/numpy/timings/timing.py | binary_loop | hvanhovell/weld | 0 | python | def binary_loop(lib):
'\n \n '
np.random.seed(1)
arrays = []
expr =
for i in range(args.num_operands):
arrays.append(lib.array(np.random.rand(args.num_els)))
expr += ' arrays[{i}] '.format(i=str(i))
if (i != (args.num_operands - 1)):
expr += args.binary_op
start = time.time()
for i in range(args.num_reps):
arrays[0] = eval(expr)
if isinstance(arrays[0], wn.weldarray):
arrays[0].evaluate()
print('{} took {} seconds'.format(type(arrays[0]), (time.time() - start))) | def binary_loop(lib):
'\n \n '
np.random.seed(1)
arrays = []
expr =
for i in range(args.num_operands):
arrays.append(lib.array(np.random.rand(args.num_els)))
expr += ' arrays[{i}] '.format(i=str(i))
if (i != (args.num_operands - 1)):
expr += args.binary_op
start = time.time()
for i in range(args.num_reps):
arrays[0] = eval(expr)
if isinstance(arrays[0], wn.weldarray):
arrays[0].evaluate()
print('{} took {} seconds'.format(type(arrays[0]), (time.time() - start)))<|docstring|>lib = np or wn.<|endoftext|> |
5a08d1bc079a236e57397d92cd6366bc949476acc65fa85ff878c273a6209d1c | def unary_loop(lib, inplace=False):
'\n lib = np or wn.\n TODO: Does it make sense to construct cases like np.sqrt(np.sqrt(x)) etc?\n '
np.random.seed(1)
arr = lib.array(np.random.rand(args.num_els))
start = time.time()
op = UNARY_OPS[args.unary_op]
for i in range(args.num_reps):
if inplace:
arr = op(arr, out=arr)
else:
arr = op(arr)
if isinstance(arr, wn.weldarray):
arr.evaluate()
print('{} took {} seconds'.format(type(arr), (time.time() - start))) | lib = np or wn.
TODO: Does it make sense to construct cases like np.sqrt(np.sqrt(x)) etc? | python/numpy/timings/timing.py | unary_loop | hvanhovell/weld | 0 | python | def unary_loop(lib, inplace=False):
'\n lib = np or wn.\n TODO: Does it make sense to construct cases like np.sqrt(np.sqrt(x)) etc?\n '
np.random.seed(1)
arr = lib.array(np.random.rand(args.num_els))
start = time.time()
op = UNARY_OPS[args.unary_op]
for i in range(args.num_reps):
if inplace:
arr = op(arr, out=arr)
else:
arr = op(arr)
if isinstance(arr, wn.weldarray):
arr.evaluate()
print('{} took {} seconds'.format(type(arr), (time.time() - start))) | def unary_loop(lib, inplace=False):
'\n lib = np or wn.\n TODO: Does it make sense to construct cases like np.sqrt(np.sqrt(x)) etc?\n '
np.random.seed(1)
arr = lib.array(np.random.rand(args.num_els))
start = time.time()
op = UNARY_OPS[args.unary_op]
for i in range(args.num_reps):
if inplace:
arr = op(arr, out=arr)
else:
arr = op(arr)
if isinstance(arr, wn.weldarray):
arr.evaluate()
print('{} took {} seconds'.format(type(arr), (time.time() - start)))<|docstring|>lib = np or wn.
TODO: Does it make sense to construct cases like np.sqrt(np.sqrt(x)) etc?<|endoftext|> |
145fd20999e820a26b5fb0cfc0b2f1435b242aa028bda9fa870f980bda6cdf2c | def blackscholes(use_weld):
'\n All inputs are float32 NumPy arrays.\n\n price: stock price at time 0.\n strike: strike price\n t: time to maturity in trading years.\n vol: volatility of the stock.\n rate: continuously compounded risk-free rate\n\n Returns: call and put of each stock as a vector\n\n Order of operations in terms of usage:\n\n +, *, sqrt, log, /, -, erf, exp,\n '
(price, strike, t, rate, vol) = get_bs_data(use_weld)
start = time.time()
for i in range(args.num_reps):
c05 = 0.5
c10 = 0.0
rsig = (rate + ((vol * vol) * c05))
vol_sqrt = (vol * np.sqrt(t))
d1 = ((np.log((price / strike)) + (rsig * t)) / vol_sqrt)
d2 = (d1 - vol_sqrt)
e_rt = np.exp(((- rate) * t))
call = ((price * d1) - ((e_rt * strike) * d2))
put = (((e_rt * strike) * (c10 - d2)) - (price * (c10 - d1)))
if isinstance(call, wn.weldarray):
print('going to call EVALUATE')
call.evaluate()
put.evaluate()
print('{} took {} seconds'.format(type(call), (time.time() - start)))
return (call, put) | All inputs are float32 NumPy arrays.
price: stock price at time 0.
strike: strike price
t: time to maturity in trading years.
vol: volatility of the stock.
rate: continuously compounded risk-free rate
Returns: call and put of each stock as a vector
Order of operations in terms of usage:
+, *, sqrt, log, /, -, erf, exp, | python/numpy/timings/timing.py | blackscholes | hvanhovell/weld | 0 | python | def blackscholes(use_weld):
'\n All inputs are float32 NumPy arrays.\n\n price: stock price at time 0.\n strike: strike price\n t: time to maturity in trading years.\n vol: volatility of the stock.\n rate: continuously compounded risk-free rate\n\n Returns: call and put of each stock as a vector\n\n Order of operations in terms of usage:\n\n +, *, sqrt, log, /, -, erf, exp,\n '
(price, strike, t, rate, vol) = get_bs_data(use_weld)
start = time.time()
for i in range(args.num_reps):
c05 = 0.5
c10 = 0.0
rsig = (rate + ((vol * vol) * c05))
vol_sqrt = (vol * np.sqrt(t))
d1 = ((np.log((price / strike)) + (rsig * t)) / vol_sqrt)
d2 = (d1 - vol_sqrt)
e_rt = np.exp(((- rate) * t))
call = ((price * d1) - ((e_rt * strike) * d2))
put = (((e_rt * strike) * (c10 - d2)) - (price * (c10 - d1)))
if isinstance(call, wn.weldarray):
print('going to call EVALUATE')
call.evaluate()
put.evaluate()
print('{} took {} seconds'.format(type(call), (time.time() - start)))
return (call, put) | def blackscholes(use_weld):
'\n All inputs are float32 NumPy arrays.\n\n price: stock price at time 0.\n strike: strike price\n t: time to maturity in trading years.\n vol: volatility of the stock.\n rate: continuously compounded risk-free rate\n\n Returns: call and put of each stock as a vector\n\n Order of operations in terms of usage:\n\n +, *, sqrt, log, /, -, erf, exp,\n '
(price, strike, t, rate, vol) = get_bs_data(use_weld)
start = time.time()
for i in range(args.num_reps):
c05 = 0.5
c10 = 0.0
rsig = (rate + ((vol * vol) * c05))
vol_sqrt = (vol * np.sqrt(t))
d1 = ((np.log((price / strike)) + (rsig * t)) / vol_sqrt)
d2 = (d1 - vol_sqrt)
e_rt = np.exp(((- rate) * t))
call = ((price * d1) - ((e_rt * strike) * d2))
put = (((e_rt * strike) * (c10 - d2)) - (price * (c10 - d1)))
if isinstance(call, wn.weldarray):
print('going to call EVALUATE')
call.evaluate()
put.evaluate()
print('{} took {} seconds'.format(type(call), (time.time() - start)))
return (call, put)<|docstring|>All inputs are float32 NumPy arrays.
price: stock price at time 0.
strike: strike price
t: time to maturity in trading years.
vol: volatility of the stock.
rate: continuously compounded risk-free rate
Returns: call and put of each stock as a vector
Order of operations in terms of usage:
+, *, sqrt, log, /, -, erf, exp,<|endoftext|> |
aff3f5b8e1ab6fd7878f79a02d3ae5af97a6997c760fdd67560fb1bb68ff6063 | def test_reload_configuration(testbed_devices, conn_graph_facts):
'\n @summary: This test case is to reload the configuration and check platform status\n '
ans_host = testbed_devices['dut']
interfaces = conn_graph_facts['device_conn']
asic_type = ans_host.facts['asic_type']
logging.info('Reload configuration')
ans_host.command('sudo config reload -y')
logging.info('Wait until all critical services are fully started')
check_critical_services(ans_host)
logging.info('Wait some time for all the transceivers to be detected')
assert wait_until(300, 20, check_interface_information, ans_host, interfaces), 'Not all transceivers are detected in 300 seconds'
logging.info('Check transceiver status')
check_transceiver_basic(ans_host, interfaces)
if (asic_type in ['mellanox']):
current_file_dir = os.path.dirname(os.path.realpath(__file__))
sub_folder_dir = os.path.join(current_file_dir, 'mellanox')
if (sub_folder_dir not in sys.path):
sys.path.append(sub_folder_dir)
from check_hw_mgmt_service import check_hw_management_service
from check_sysfs import check_sysfs
logging.info('Check the hw-management service')
check_hw_management_service(ans_host)
logging.info('Check sysfs')
check_sysfs(ans_host) | @summary: This test case is to reload the configuration and check platform status | tests/platform/test_reload_config.py | test_reload_configuration | skshih/sonic-mgmt | 0 | python | def test_reload_configuration(testbed_devices, conn_graph_facts):
'\n \n '
ans_host = testbed_devices['dut']
interfaces = conn_graph_facts['device_conn']
asic_type = ans_host.facts['asic_type']
logging.info('Reload configuration')
ans_host.command('sudo config reload -y')
logging.info('Wait until all critical services are fully started')
check_critical_services(ans_host)
logging.info('Wait some time for all the transceivers to be detected')
assert wait_until(300, 20, check_interface_information, ans_host, interfaces), 'Not all transceivers are detected in 300 seconds'
logging.info('Check transceiver status')
check_transceiver_basic(ans_host, interfaces)
if (asic_type in ['mellanox']):
current_file_dir = os.path.dirname(os.path.realpath(__file__))
sub_folder_dir = os.path.join(current_file_dir, 'mellanox')
if (sub_folder_dir not in sys.path):
sys.path.append(sub_folder_dir)
from check_hw_mgmt_service import check_hw_management_service
from check_sysfs import check_sysfs
logging.info('Check the hw-management service')
check_hw_management_service(ans_host)
logging.info('Check sysfs')
check_sysfs(ans_host) | def test_reload_configuration(testbed_devices, conn_graph_facts):
'\n \n '
ans_host = testbed_devices['dut']
interfaces = conn_graph_facts['device_conn']
asic_type = ans_host.facts['asic_type']
logging.info('Reload configuration')
ans_host.command('sudo config reload -y')
logging.info('Wait until all critical services are fully started')
check_critical_services(ans_host)
logging.info('Wait some time for all the transceivers to be detected')
assert wait_until(300, 20, check_interface_information, ans_host, interfaces), 'Not all transceivers are detected in 300 seconds'
logging.info('Check transceiver status')
check_transceiver_basic(ans_host, interfaces)
if (asic_type in ['mellanox']):
current_file_dir = os.path.dirname(os.path.realpath(__file__))
sub_folder_dir = os.path.join(current_file_dir, 'mellanox')
if (sub_folder_dir not in sys.path):
sys.path.append(sub_folder_dir)
from check_hw_mgmt_service import check_hw_management_service
from check_sysfs import check_sysfs
logging.info('Check the hw-management service')
check_hw_management_service(ans_host)
logging.info('Check sysfs')
check_sysfs(ans_host)<|docstring|>@summary: This test case is to reload the configuration and check platform status<|endoftext|> |
270fb4ad0686b305f1315107d39151a02e2eb6fec8177b4b9c22163329764352 | def __init__(self, bot: Red):
'Init.'
super().__init__()
self.bot = bot
self.config = Config.get_conf(self, identifier=IDENTIFIER, force_registration=True)
default_global = {}
default_guild = {'channel_id': None, 'messages': []}
self.config.register_global(**default_global)
self.config.register_guild(**default_guild) | Init. | discordgram/dicsordgram.py | __init__ | smlbiobot/SML-Cogs-v3 | 5 | python | def __init__(self, bot: Red):
super().__init__()
self.bot = bot
self.config = Config.get_conf(self, identifier=IDENTIFIER, force_registration=True)
default_global = {}
default_guild = {'channel_id': None, 'messages': []}
self.config.register_global(**default_global)
self.config.register_guild(**default_guild) | def __init__(self, bot: Red):
super().__init__()
self.bot = bot
self.config = Config.get_conf(self, identifier=IDENTIFIER, force_registration=True)
default_global = {}
default_guild = {'channel_id': None, 'messages': []}
self.config.register_global(**default_global)
self.config.register_guild(**default_guild)<|docstring|>Init.<|endoftext|> |
687518c86d4097a7e2b8b9753dd97d60343b23f47b307b25045d6c04c57b5023 | @checks.mod_or_permissions()
@commands.group()
async def discordgramset(self, ctx):
'Discordgram setttings.'
pass | Discordgram setttings. | discordgram/dicsordgram.py | discordgramset | smlbiobot/SML-Cogs-v3 | 5 | python | @checks.mod_or_permissions()
@commands.group()
async def discordgramset(self, ctx):
pass | @checks.mod_or_permissions()
@commands.group()
async def discordgramset(self, ctx):
pass<|docstring|>Discordgram setttings.<|endoftext|> |
233f95234a96cbe166bd6948f95f261be3dc47e5f8949f7b8374f196cc4b5baf | @checks.mod_or_permissions()
@discordgramset.command(name='channel')
async def discordgramset_channel(self, ctx):
'Set channel.'
guild = ctx.guild
channel = ctx.channel
channel_id = (await self.config.guild(guild).channel_id())
if (channel_id is not None):
previous_channel = self.bot.get_channel(channel_id)
(await ctx.send(f'Removed Discordgram from {previous_channel.mention}'))
if (channel_id == channel.id):
channel_id = None
else:
channel_id = channel.id
(await ctx.send(f'Discordgram channnel set to {channel.mention}'))
(await self.config.guild(guild).channel_id.set(channel_id)) | Set channel. | discordgram/dicsordgram.py | discordgramset_channel | smlbiobot/SML-Cogs-v3 | 5 | python | @checks.mod_or_permissions()
@discordgramset.command(name='channel')
async def discordgramset_channel(self, ctx):
guild = ctx.guild
channel = ctx.channel
channel_id = (await self.config.guild(guild).channel_id())
if (channel_id is not None):
previous_channel = self.bot.get_channel(channel_id)
(await ctx.send(f'Removed Discordgram from {previous_channel.mention}'))
if (channel_id == channel.id):
channel_id = None
else:
channel_id = channel.id
(await ctx.send(f'Discordgram channnel set to {channel.mention}'))
(await self.config.guild(guild).channel_id.set(channel_id)) | @checks.mod_or_permissions()
@discordgramset.command(name='channel')
async def discordgramset_channel(self, ctx):
guild = ctx.guild
channel = ctx.channel
channel_id = (await self.config.guild(guild).channel_id())
if (channel_id is not None):
previous_channel = self.bot.get_channel(channel_id)
(await ctx.send(f'Removed Discordgram from {previous_channel.mention}'))
if (channel_id == channel.id):
channel_id = None
else:
channel_id = channel.id
(await ctx.send(f'Discordgram channnel set to {channel.mention}'))
(await self.config.guild(guild).channel_id.set(channel_id))<|docstring|>Set channel.<|endoftext|> |
47798193118877d4d430556d44ec8caf91b454be49a90112fbe10d1a6686348d | @commands.guild_only()
@commands.Cog.listener(name='on_message')
async def on_message(self, message: discord.Message):
'Monitor activity if messages posted in Discordgram channel.'
guild = message.guild
if (guild is None):
return
channel = message.channel
channel_id = (await self.config.guild(guild).channel_id())
if (channel_id is None):
return
if (channel_id != channel.id):
return
if message.author.bot:
return
attachments = message.attachments
if (not attachments):
(await message.delete())
return
author = message.author
messages = (await self.config.guild(guild).messages())
dgr_id = len(messages)
description = f'Type `!dgr {dgr_id} [your reply]`to reply to {author.display_name}'
em = Embed(description=description)
bot_message = (await channel.send(embed=em))
dgm = DGMessage.make_message(message=message, discordgram_id=dgr_id, bot_message=bot_message)
async with self.config.guild(guild).messages() as messages:
messages.append(dgm.dict()) | Monitor activity if messages posted in Discordgram channel. | discordgram/dicsordgram.py | on_message | smlbiobot/SML-Cogs-v3 | 5 | python | @commands.guild_only()
@commands.Cog.listener(name='on_message')
async def on_message(self, message: discord.Message):
guild = message.guild
if (guild is None):
return
channel = message.channel
channel_id = (await self.config.guild(guild).channel_id())
if (channel_id is None):
return
if (channel_id != channel.id):
return
if message.author.bot:
return
attachments = message.attachments
if (not attachments):
(await message.delete())
return
author = message.author
messages = (await self.config.guild(guild).messages())
dgr_id = len(messages)
description = f'Type `!dgr {dgr_id} [your reply]`to reply to {author.display_name}'
em = Embed(description=description)
bot_message = (await channel.send(embed=em))
dgm = DGMessage.make_message(message=message, discordgram_id=dgr_id, bot_message=bot_message)
async with self.config.guild(guild).messages() as messages:
messages.append(dgm.dict()) | @commands.guild_only()
@commands.Cog.listener(name='on_message')
async def on_message(self, message: discord.Message):
guild = message.guild
if (guild is None):
return
channel = message.channel
channel_id = (await self.config.guild(guild).channel_id())
if (channel_id is None):
return
if (channel_id != channel.id):
return
if message.author.bot:
return
attachments = message.attachments
if (not attachments):
(await message.delete())
return
author = message.author
messages = (await self.config.guild(guild).messages())
dgr_id = len(messages)
description = f'Type `!dgr {dgr_id} [your reply]`to reply to {author.display_name}'
em = Embed(description=description)
bot_message = (await channel.send(embed=em))
dgm = DGMessage.make_message(message=message, discordgram_id=dgr_id, bot_message=bot_message)
async with self.config.guild(guild).messages() as messages:
messages.append(dgm.dict())<|docstring|>Monitor activity if messages posted in Discordgram channel.<|endoftext|> |
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