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Functions
data_formats Namespace Reference

Functions

def _dicts_to_orm_objects
 
def _objects_to_dicts
 
def _to_array_of_dicts
 
def _to_datatables
 
def apply_function
 
def objects_to_dicts
 
def query
 
def to_array_of_dicts
 
def to_datatables
 
def to_sql_query
 

Detailed Description

This file holds decorator functions that can rearrange data returned from data sources.
They should be used to decorate the method that holds the script that is being passed to the framework.

Note: may also contain a decorator that can wrap a class around a function that contains a script (future development).

Function Documentation

def data_formats._dicts_to_orm_objects (   model,
  data 
)
private

Definition at line 102 of file data_formats.py.

Referenced by models.generate(), and testing_classes.data_formats_tests.test_dicts_to_orm_objects().

102 
103 def _dicts_to_orm_objects(model, data):
104  if data.__class__.__name__ in ["json_list", "json_dict", "json_basic"]:
105  data = data.data()
106  new_data = [model(data[n]) for n in range(0, len(data))]
return new_data
data_formats._dicts_to_orm_objects
def _dicts_to_orm_objects
Definition: data_formats.py:102
def data_formats._objects_to_dicts (   data)
private

Definition at line 96 of file data_formats.py.

Referenced by data_sources.json_list.as_table(), objects_to_dicts(), testing_classes.data_formats_tests.test_dicts_to_orm_objects(), and testing_classes.data_formats_tests.test_orm_objects_to_dicts().

96 
97 def _objects_to_dicts(data):
98  if data.__class__.__name__ in ["json_list", "json_dict", "json_basic"]:
99  data = data.data()
100  new_data = [data[n].as_dicts() for n in range(0, len(data))]
101  return json_data_node.make(new_data)
data_formats._objects_to_dicts
def _objects_to_dicts
Definition: data_formats.py:96
def data_formats._to_array_of_dicts (   data)
private

Definition at line 59 of file data_formats.py.

References AlCaHLTBitMon_QueryRunRegistry.data, cmsPerfStripChart.dict, and ComparisonHelper.zip().

Referenced by to_array_of_dicts().

59 
60 def _to_array_of_dicts(data):
61  # check to see if the user has returned a data source, instead of a json data node
62  if not(data.__class__.__name__ in ["json_list", "json_dict", "json_basic"]):
63  data = json_data_node.make(data)
64  headers = data.get("headers").data()
65  data_list = data.get("data").data()
66  def unicode_to_str(string):
67  return str(string) if type(string) == unicode else string
68  headers = map(unicode_to_str, headers)
69  def row_to_dict(row):
70  row = map(unicode_to_str, row)
71  return dict(zip(headers, row))
72  array_of_dicts = map(row_to_dict, data_list)
73  return json_data_node.make(array_of_dicts)
ComparisonHelper::zip
OutputIterator zip(InputIterator1 first1, InputIterator1 last1, InputIterator2 first2, InputIterator2 last2, OutputIterator result, Compare comp)
Definition: L1TStage2CaloLayer1.h:38
data_formats._to_array_of_dicts
def _to_array_of_dicts
Definition: data_formats.py:59
AlCaHLTBitMon_QueryRunRegistry.data
tuple data
Definition: AlCaHLTBitMon_QueryRunRegistry.py:288
def data_formats._to_datatables (   data)
private

Definition at line 74 of file data_formats.py.

References AlCaHLTBitMon_QueryRunRegistry.data, relativeConstraints.keys, and makeHLTPrescaleTable.values.

74 
75 def _to_datatables(data):
76  headers = map(str, data.get(0).data().keys())
77  new_data = []
78  for n in range(0, len(data.data())):
79  new_data.append(map(lambda entry : str(entry) if type(entry) == unicode else entry, data.get(n).data().values()))
80  return json_data_node.make({
81  "headers" : headers,
82  "data" : new_data
83  })
data_formats._to_datatables
def _to_datatables
Definition: data_formats.py:74
AlCaHLTBitMon_QueryRunRegistry.data
tuple data
Definition: AlCaHLTBitMon_QueryRunRegistry.py:288
def data_formats.apply_function (   data,
  function,
  key 
)

Definition at line 88 of file data_formats.py.

88 
89 def apply_function(data, function, key):
90  data = data.data()
91  def apply_function_to_key(row):
92  row[key] = function(row[key])
93  return row
94  new_data = [apply_function_to_key(data[n]) for n in range(0, len(data))]
95  return json_data_node(new_data)
function
Definition: vlib.h:256
data_formats.apply_function
def apply_function
Definition: data_formats.py:88
data_sources.json_data_node
Definition: data_sources.py:169
def data_formats.objects_to_dicts (   script)

Definition at line 48 of file data_formats.py.

References _objects_to_dicts(), and cmsRelvalreport.exit.

48 
49 def objects_to_dicts(script):
50  def new_script(self, connection):
51  try:
52  data = script(self, connection)
53  return _objects_to_dicts(data)
54  except (KeyError, TypeError) as e:
55  exit("The data you gave wasn't in the correct format: %s" % str(e))
56  return new_script
57 
58 # functions used in decorators
data_formats.objects_to_dicts
def objects_to_dicts
Definition: data_formats.py:48
data_formats._objects_to_dicts
def _objects_to_dicts
Definition: data_formats.py:96
def data_formats.query (   script)

Definition at line 39 of file data_formats.py.

References cmsRelvalreport.exit.

39 
40 def query(script):
41  def new_script(self, connection):
42  try:
43  data = script(self, connection)
44  return _to_sql_query(data)
45  except (KeyError, TypeError) as e:
46  exit("The data you gave wasn't in the correct format: %s" % str(e))
47  return new_script
data_formats.query
def query
Definition: data_formats.py:39
def data_formats.to_array_of_dicts (   script)

Definition at line 17 of file data_formats.py.

References _to_array_of_dicts(), and cmsRelvalreport.exit.

17 
18 def to_array_of_dicts(script):
19  def new_script(self, connection):
20  try:
21  data = script(self, connection)
22  array_of_dicts = _to_array_of_dicts(data)
23  return json_data_node.make(array_of_dicts)
24  except (KeyError, TypeError) as e:
25  exit("The data you gave wasn't in the correct format: %s" % str(e))
26  return new_script
27 
# convert {{header:value}, ..., {header:value}} to {headers:[], data:[[]]}
data_formats.to_array_of_dicts
def to_array_of_dicts
Definition: data_formats.py:17
data_formats._to_array_of_dicts
def _to_array_of_dicts
Definition: data_formats.py:59
def data_formats.to_datatables (   script)

Definition at line 28 of file data_formats.py.

References cmsRelvalreport.exit, and reco.if().

Referenced by models.generate().

28 
29 def to_datatables(script):
30  def new_script(self, connection):
31  try:
32  data = script(self, connection)
33  if(type(data) == list):
34  data = _json_data_node.make(data)
35  return to_datatables(data)
36  except (KeyError, TypeError) as e:
37  exit("The data you gave wasn't in the correct format: %s" % str(e))
38  return new_script
reco::if
if(dp >Float(M_PI)) dp-
data_formats.to_datatables
def to_datatables
Definition: data_formats.py:28
def data_formats.to_sql_query (   data)

Definition at line 84 of file data_formats.py.

84 
85 def to_sql_query(data):
86  return data.to_sql()
87 
# apply function to specific column of data, assuming data
data_formats.to_sql_query
def to_sql_query
Definition: data_formats.py:84
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