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querybuilder.py
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querybuilder.py
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import pandas as pd
def m_add(safra_ini, qt):
return (pd.to_datetime(safra_ini, format="%Y%m") + pd.DateOffset(months=qt)).strftime("%Y%m")
class Query(object):
def __init__(self):
self.main_table = None
self._all_tables = []
self._join_list = []
self._variables = []
self._filters = []
def _in_var_list(self, var_name):
for var in self._variables:
if var_name == var.name:
return True
return False
def _in_table_list(self, table_name):
for tb in self._all_tables:
if table_name == tb.table_name:
return True
return False
def _get_table_ref(self, table_name):
for tb in self._all_tables:
if table_name == tb.table_name:
return tb
raise ValueError("Table not in table list.")
def _get_filters(self):
if len(self._filters)>0:
filter_start = 'WHERE \n'
filters = '\nAND\n'.join(['\t{} {} {}'.format(filter.var_name,filter.operator,filter.value) for filter in self._filters])
return filter_start + filters
else:
return ''
def _gen_join_condition(self, tb):
if len(tb.table_key) > 1:
return ' AND\n'.join(["{main_alias}.{main_key}={alias}.{key}".format(alias=tb.table_alias,
key=key,
main_alias=self.main_table.table_alias,
main_key=main_key)
for key, main_key in zip(tb.table_key,
self.main_table.table_key)])
else:
return "{main_alias}.{main_key}={alias}.{key}".format(alias=tb.table_alias,
key=tb.table_key[0],
main_alias=self.main_table.table_alias,
main_key=self.main_table.table_key[0])
def _get_table_joins(self):
return '\n'.join(['''LEFT JOIN\n\t{db}.{tb} {alias}\nON {condition}'''.format(db=tb.database,
tb=tb.table_name,
alias=tb.table_alias,
condition=self._gen_join_condition(tb))
if tb.database != ''
else
'''LEFT JOIN\n\t{tb} {alias}\nON {condition}'''.format(tb=tb.table_name,
alias=tb.table_alias,
condition=self._gen_join_condition(tb))
for tb in self._join_list])
def _get_main_table(self):
main_tb_part = '\t{}.{} {}'.format(self.main_table.database,self.main_table.table_name, self.main_table.table_alias)
if self.main_table.database == '':
main_tb_part = '\t{} {}'.format(self.main_table.table_name, self.main_table.table_alias)
return main_tb_part
def _get_all_variables(self):
all_vars = ',\n'.join(['\t{} as {}'.format(var.name, var.alias)
if var.fl_case_when else
'\t{}.{}'.format(var.table.table_alias,var.name)
if not var.flag_alias else
'\t{}.{} as {}'.format(var.table.table_alias,
var.name,
var.alias)
for var in self._variables])
return all_vars
def __str__(self):
query = "SELECT\n{}\nFROM\n{}\n{}\n{}".format(self._get_all_variables(),
self._get_main_table(),
self._get_table_joins(),
self._get_filters())
return query
@staticmethod
def create():
return QueryBuilder(Query())
class QueryBuilder(object):
"""docstring for QueryBuilder."""
def __init__(self, query=Query()):
self.query = query
@property
def variable(self):
return QueryVariableBuilder(self.query)
@property
def left_join(self):
return QueryLeftJoinBuilder(self.query)
@property
def main_table(self):
return QueryMainTableBuilder(self.query)
@property
def case_when(self):
return QueryCaseWhenBuilder(self.query)
# Next properties I will implement for the QueryBuilder
# @property
# def group_by(self):
# return QueryGroupByBuilder(self.query)
#
@property
def where(self):
return QueryWhereBuilder(self.query)
#
@property
def agg_primitive(self):
return QueryAggPrimitiveBuilder(self.query)
def build(self):
return self.query
class Condition:
def __init__(self, var_name, operator, value, l_operator=' AND '):
self.var_name = var_name
self.operator = operator
self.value = value
self.l_operator = l_operator
class QueryWhereBuilder(QueryBuilder):
def __init__(self, query):
super().__init__(query)
def add(self, var_name, operator, value):
self.query._filters.append(
Condition(
var_name,
operator,
value
)
)
return self
class QueryCaseWhenBuilder(QueryBuilder):
def __init__(self, query):
super().__init__(query)
def add(self, table_name, var_name, var_alias, transformation):
if not self.query._in_var_list(var_name):
tb = self.query._get_table_ref(table_name=table_name)
var_name = self._create_case_when(tb, var_name, transformation)
tb.add_var(var_name, var_alias=var_alias, fl_case_when=True)
self.query._variables.append(tb.variables[-1])
return self
def _create_case_when(self, tb, var_name, transformation):
case = "CASE\n"
whens = []
else_ = ''
if transformation[-1][0]=="else":
for line in transformation[:-1]:
when = "\tWHEN"
for condition in line[:-1]:
when += " {tb_alias}.{var_name}" + condition
when += " THEN " + str(line[-1])
whens += [when]
whens = "\n\t".join(whens)
else_ = "\n\tELSE {} END".format(transformation[-1][1])
else:
for line in transformation:
when = "\tWHEN"
for condition in line[:-1]:
when += " {tb_alias}.{var_name}" + condition
when += " THEN " + str(line[-1])
whens += [when]
whens = "\n\t".join(whens)
case_when = case + whens + else_
return case_when.format(tb_alias=tb.table_alias, var_name=var_name)
class QueryAggPrimitiveBuilder(QueryBuilder):
def __init__(self, query):
super().__init__(query)
def add(self, table_name_list, var_name_list, var_alias, primitive, x_range=None):
tb_list = [self.query._get_table_ref(table_name=table_name)
for table_name in table_name_list]
var_name = ""
if primitive == "mean":
var_name = self._mean(tb_list, var_name_list)
elif primitive == "sum":
var_name = self._sum(tb_list, var_name_list)
elif primitive == "max":
var_name = self._max(tb_list, var_name_list)
elif primitive == "min":
var_name = self._min(tb_list, var_name_list)
elif primitive == "range":
var_name = self._range(tb_list, var_name_list)
# elif primitive == "meandiff":
# var_name = self._meandiff(tb_list, var_name_list)
elif primitive == "slope":
var_name = self._slope(tb_list, var_name_list, x_range)
elif primitive == "intercept":
var_name = self._intercept(tb_list, var_name_list, x_range)
elif primitive == "variance":
var_name = self._variance(tb_list, var_name_list)
else:
raise RuntimeError("Primitive %s not defined." %primitive)
if not self.query._in_var_list(var_name):
tb_list[0].add_var(var_name, var_alias=var_alias, fl_case_when=True)
self.query._variables.append(tb_list[0].variables[-1])
return self
def _mean(self, tb_list, var_name_list):
return "({})/{}".format(self._sum(tb_list, var_name_list),
len(var_name_list))
def _sum(self, tb_list, var_name_list):
return " + ".join(["{}.{}".format(tb.table_alias, var_name)
for tb, var_name in zip(tb_list,var_name_list)])
def _diff(self, tb_list, var_name_list):
return " + ".join(["({}.{} - ".format(tb_list[i].table_alias, var_name_list[i]) +
"{}.{})".format(tb_list[i+1].table_alias, var_name_list[i+1])
for i in range(len(var_name_list)-1)])
def _vars_as_args(self, tb_list, var_name_list):
return ", ".join(["{}.{}".format(tb.table_alias, var_name)
for tb, var_name in zip(tb_list,var_name_list)])
def _max(self, tb_list, var_name_list):
return "greatest({})".format(self._vars_as_args(tb_list, var_name_list))
def _min(self, tb_list, var_name_list):
return "least({})".format(self._vars_as_args(tb_list, var_name_list))
def _range(self, tb_list, var_name_list):
return """greatest({variables}) -\nleast({variables})"""\
.format(variables=self._vars_as_args(tb_list, var_name_list))
def _meandiff(self, tb_list, var_name_list):
return "({})/{}".format(self._diff(tb_list, var_name_list),
len(var_name_list)-1)
def _variance(self, tb_list, var_name_list):
return ("(({})/{}".format(" + ".join(["{a}.{v}*{a}.{v}".format(a=tb.table_alias,v=var_name)
for tb, var_name in zip(tb_list,var_name_list)]),
len(var_name_list)) +
" - ({m})*({m}))".format(m=self._mean(tb_list, var_name_list)))
def _x_sum_of_squares(self, x_range):
m = sum(x_range)/len(x_range)
return str(sum([x*x for x in x_range]) - len(x_range)*m*m)
def _x_y_multiply(self, tb_list, var_name_list, x_range):
multiply = " + ".join(["{}*{}.{}".format(x,tb.table_alias, var_name)
for x, tb, var_name in zip(x_range,tb_list,var_name_list)])
return "({})".format(multiply)
def _slope(self, tb_list, var_name_list, x_range):
x_range_rev = x_range.copy()
x_range_rev.reverse()
y_mean = self._mean(tb_list, var_name_list)
x_mean = str(sum(x_range_rev)/len(x_range_rev))
x_square_mean = str(sum([x*x for x in x_range_rev]))
x_y_multiply = self._x_y_multiply(tb_list, var_name_list, x_range_rev)
denominator = self._x_sum_of_squares(x_range_rev)
return "(({y_m})*{x_square_m}-{x_m}*({x_y}))/{den}"\
.format(y_m=y_mean,
x_square_m=x_square_mean,
x_m=x_mean,
x_y=x_y_multiply,
den=denominator)
def _intercept(self, tb_list, var_name_list, x_range):
x_range_rev = x_range.copy()
x_range_rev.reverse()
y_mean = self._mean(tb_list, var_name_list)
x_mean = str(sum(x_range_rev)/len(x_range_rev))
x_y_multiply = self._x_y_multiply(tb_list, var_name_list, x_range_rev)
denominator = self._x_sum_of_squares(x_range_rev)
return "({x_y}-{x_m}*{x_m})/{den}"\
.format(y_m=y_mean,
x_m=x_mean,
x_y=x_y_multiply,
den=denominator)
class QueryVariableBuilder(QueryBuilder):
def __init__(self, query):
super().__init__(query)
def add(self, table_name, var_name, var_alias='', flag_alias=True):
if not self.query._in_var_list(var_name):
tb = self.query._get_table_ref(table_name=table_name)
tb.add_var(var_name, var_alias, flag_alias)
self.query._variables.append(tb.variables[-1])
return self
class QueryLeftJoinBuilder(QueryBuilder):
def __init__(self, query):
super().__init__(query)
def add(self, database, table_name, table_alias, table_safra, table_key='nr_cpf_cnpj'):
if not self.query._in_table_list(table_name=table_name):
self.query._join_list.append(Table(database,
table_name,
table_alias,
table_safra,
table_key)
)
self.query._all_tables.append(self.query._join_list[-1])
return self
class QueryMainTableBuilder(QueryBuilder):
def __init__(self, query):
super().__init__(query)
def add(self, database, table_name, table_alias, table_safra, table_key='nr_cpf_cnpj'):
self.query.main_table = Table(database,
table_name,
table_alias,
table_safra,
table_key)
self.query._all_tables.append(self.query.main_table)
return self
class Variable:
def __init__(self, table, name, alias='', fl_case_when=False, flag_alias=True):
self.name = name
self.table = table
self.alias = alias
self.flag_alias = flag_alias
# self.type = var_type
self.fl_case_when = fl_case_when
# Need to think of some smart way to apply this class so I can with more complex
# relationships between tables
class Relationship:
def __init__(self, left_table, right_table, left_table_keys, right_table_keys):
self.left_table = left_table
self.left_table_keys = left_table_keys
self.table_right = table_right
self.right_table_keys = right_table_keys
class Table:
def __init__(self, database, table_name, table_alias, table_safra, table_key='nr_cpf_cnpj'):
self.database = database
self.table_name = table_name
self.table_alias = table_alias
self.table_safra = table_safra
self.table_key = table_key
self.variables = []
@staticmethod
def _var_name_checker(var_name):
if len(var_name.strip())>0:
return True
return False
def add_var(self, var_name, var_alias='', flag_alias=True, fl_case_when=False):
if (not self._in_var_list(var_name)) and (self._var_name_checker(var_name)):
self.variables.append(Variable(table=self,
name=var_name.strip(),
alias=var_alias.strip(),
flag_alias=flag_alias,
fl_case_when=fl_case_when
))
return self
def _in_var_list(self, var_name):
for var in self.variables:
if var_name.strip().lower() == var.name.lower():
return True
return False
class BaseReaderStrategy:
def __init__(self, safras, query_dict):
self.query = None
self.safras = safras
self.query_dict = query_dict
def _get_safra(self):
if type(self.safras)==list:
safra = self.safras[0]
elif type(self.safras)==str:
safra = self.safras
return safra
def _get_var_name(self, var, var_name, safra, mX):
if "TRANSFORMATIONS" not in var.keys():
return var["ALIAS"].format((mX+var["DEFASAGEM"]))#var_name.format(m_add(safra,-(mX+var["DEFASAGEM"])))
elif str(mX+var["DEFASAGEM"]) in var["TRANSFORMATIONS"].keys():
return var["ALIAS"].format((mX+var["DEFASAGEM"]))
else:
return var["ALIAS"].format((mX+var["DEFASAGEM"]))#var_name.format(m_add(safra,-(mX+var["DEFASAGEM"])))
def _add_var_to_query(self, query, tb_name, var, var_name, safra, mX, flag_alias=True):
if "TRANSFORMATIONS" not in var.keys():
query.variable.add(tb_name.format(m_add(safra, -mX)),
var_name.format(m_add(safra,-(mX+var["DEFASAGEM"]))),
var["ALIAS"].format((mX+var["DEFASAGEM"])),
flag_alias
)
elif str(mX+var["DEFASAGEM"]) in var["TRANSFORMATIONS"].keys():
query.case_when.add(tb_name.format(m_add(safra, -mX)),
var_name.format(m_add(safra,-(mX+var["DEFASAGEM"]))),
var["ALIAS"].format("t_"+str(mX+var["DEFASAGEM"])),
var["TRANSFORMATIONS"][str(mX+var["DEFASAGEM"])]
)
else:
query.variable.add(tb_name.format(m_add(safra, -mX)),
var_name.format(m_add(safra,-(mX+var["DEFASAGEM"]))),
var["ALIAS"].format((mX+var["DEFASAGEM"])),
flag_alias
)
def _add_filter_to_query(self, query, var, var_name, safra, mX):
if "FILTER" not in var.keys():
pass
elif str(mX+var["DEFASAGEM"]) in var["FILTER"].keys():
query.where.add(var_name.format(m_add(safra,-(mX+var["DEFASAGEM"]))),
var["FILTER"][str(mX+var["DEFASAGEM"])][0],
var["FILTER"][str(mX+var["DEFASAGEM"])][1]
)
else:
pass
def get_main_table(self, safra):
main_tb_name = ''
main_tb = None
main_count_validator = 0
for tb_name, tb in self.query_dict.items():
if "MAIN" in tb.keys():
main_count_validator += 1
main_tb_name = tb_name.format(m_add(safra, -tb["MAIN"]))
main_tb = tb
if main_count_validator == 1:
return main_tb_name, main_tb
elif main_count_validator > 1:
raise ValueError("More than one main table in table dict.")
else:
raise ValueError("No main table in table dict.")
def build(self, safras, query_dict): pass
class UnionAllSafrasStrategy(BaseReaderStrategy):
def build(self):
self.query = "SELECT * FROM \n ("
subqueries = []
for safra in self.safras:
subqueries.append(str(SimpleQueryStrategy([safra], self.query_dict).build()))
self.query += (')\n UNION ALL \n(').join(subqueries) + ')'
return self.query
class StackedTableQueryStrategy(BaseReaderStrategy):
def _add_var_to_stacked_query(self, stacked_query, subquery, vr):
name = '({})'.format(str(subquery.build()))
if vr.alias != '':
stacked_query.variable.\
add(name,
vr.alias)
else:
stacked_query.variable.\
add(name,
vr.name)
def build(self):
safra = self.safras[0]
tb_name, tb = self.get_main_table(safra)
main_tb_alias = tb["ALIAS"].format(m_add(safra,tb['MAIN']))
subquery_dict = {}
subquery_dict[tb["ALIAS"].format(m_add(safra,tb['MAIN']))] = \
Query.create().main_table.add(tb["DATABASE"],
tb_name.format(m_add(safra,tb['MAIN'])),
tb["ALIAS"].format(m_add(safra,tb['MAIN'])),
m_add(safra,tb['MAIN']),
tb["TABLE_KEY"]).where.add(
tb["ALIAS"].format(m_add(safra,tb['MAIN']))+'.data_ref',
'=',
m_add(safra,tb['MAIN'])
)
for tb_name, tb in self.query_dict.items():
for var_name, var in tb["VARS"].items():
for mX in var["SAFRAS"]:
if tb["ALIAS"].format(m_add(safra, -mX)) in subquery_dict.keys():
self._add_var_to_query(subquery_dict[tb["ALIAS"].format(m_add(safra, -mX))], tb_name, var, var_name, safra, mX)
else:
subquery_dict[tb["ALIAS"].format(m_add(safra, -mX))] = \
Query.create().main_table.add(tb["DATABASE"],
tb_name.format(m_add(safra, -mX)),
tb["ALIAS"].format(m_add(safra, -mX)),
m_add(safra,-mX)).where.add(
'{}.{}'.format(tb["ALIAS"].format(m_add(safra, -mX)),tb["SAFRADA"]),
'=',
m_add(safra, -mX)
).\
variable.\
add(tb_name.format(m_add(safra, -mX)), 'nr_cpf_cnpj')
self._add_var_to_query(subquery_dict[tb["ALIAS"].format(m_add(safra, -mX))], tb_name, var, var_name, safra, mX)
stacked_query = Query.create().main_table.add('',
'({})'.format(str(subquery_dict[main_tb_alias].build())),
main_tb_alias,
0)
for vr in subquery_dict[main_tb_alias].query._variables:
self._add_var_to_stacked_query(stacked_query,subquery_dict[main_tb_alias],vr)
for tb_alias, subquery in subquery_dict.items():
if tb_alias != main_tb_alias:
stacked_query.left_join.add('',
'({})'.format(str(subquery.build())),
tb_alias,
0)
for vr in subquery.query._variables:
self._add_var_to_stacked_query(stacked_query,subquery,vr)
self.query = str(stacked_query.build())
return self.query
class SimpleQueryStrategy(BaseReaderStrategy):
def _subquery(self, safra, tb_name, tb, mX):
subquery = SingleTableQueryStrategy(safra, {tb_name:tb})
return '({})'.format(str(subquery.build(mX)))
def build(self):
safra = self._get_safra()
tb_name, tb = self.get_main_table(safra)
new_tb_name = tb_name.format(m_add(safra,tb['MAIN']))
db_name = tb["DATABASE"]
if "SAFRADA" in tb.keys():
db_name = ''
new_tb_name = '({})'.format(str(SingleTableQueryStrategy(safra, {tb_name:tb}).\
build(tb['MAIN'])))
query = Query.create().main_table.add(db_name,
new_tb_name,
tb["ALIAS"].format(m_add(safra,tb['MAIN'])),
m_add(safra,tb['MAIN']),
table_key=tb["TABLE_KEY"])
for tb_name, tb in self.query_dict.items():
for var_name, var in tb["VARS"].items():
for mX in var["SAFRAS"]:
if "SAFRADA" in tb.keys():
query.left_join.add('',
self._subquery(safra, tb_name, tb, mX),
tb["ALIAS"].format(m_add(safra, -mX)),
m_add(safra,-mX),
table_key=tb["TABLE_KEY"])
query.variable.add(self._subquery(safra, tb_name, tb, mX),
self._get_var_name(var, var_name, safra, mX),
flag_alias=False
)
else:
query.left_join.add(tb["DATABASE"],
tb_name.format(m_add(safra, -mX)),
tb["ALIAS"].format(m_add(safra, -mX)),
m_add(safra,-mX),
table_key=tb["TABLE_KEY"])
self._add_var_to_query(query, tb_name, var, var_name, safra, mX)
self._add_filter_to_query(query, var, var_name, safra, mX)
if "AGG_PRIMITIVES" in var.keys():
#Primitives for variables of the same table for now...
#will extend later
for agg_var in var["AGG_PRIMITIVES"]:
primitive, start, stop, step, length = agg_var.split('_')
table_name_list = []
var_name_list = []
x_range = list(range(int(start), int(stop), int(step)))
for mX in x_range:
if "SAFRADA" in tb.keys():
query.left_join.add("",
self._subquery(safra, tb_name, tb, mX),
tb["ALIAS"].format(m_add(safra, -mX)),
m_add(safra,-mX),
table_key=tb["TABLE_KEY"])
table_name_list.append(self._subquery(safra, tb_name, tb, mX))
var_name_list.append(self._get_var_name(var,
var_name,
safra,
mX))
else:
query.left_join.add(tb["DATABASE"],
tb_name.format(m_add(safra, -mX)),
tb["ALIAS"].format(m_add(safra, -mX)),
m_add(safra,-mX),
table_key=tb["TABLE_KEY"])
table_name_list.append(tb_name.format(m_add(safra, -mX)))
var_name_list.append(var_name.format(m_add(safra,
-(mX+var["DEFASAGEM"]))))
query.agg_primitive.add(table_name_list,
var_name_list,
var["ALIAS"].format(agg_var),
primitive,
x_range=x_range)
self.query = str(query.build())
return self.query
class SingleTableQueryStrategy(BaseReaderStrategy):
def build(self, mX):
safra = self._get_safra()
tb_name = list(self.query_dict.keys())[0]
tb = self.query_dict[tb_name]
query = Query.create().main_table.add(tb["DATABASE"],
tb_name.format(m_add(safra,-mX)),
tb["ALIAS"].format(m_add(safra,-mX)),
m_add(safra,-mX),
table_key=tb["TABLE_KEY"])
if "SAFRADA" in tb.keys():
query.where.add('{}.{}'.format(tb["ALIAS"].format(m_add(safra, -mX)),tb["SAFRADA"]),
'=',
m_add(safra, -mX))
for key in tb['TABLE_KEY']:
query.variable.add(tb_name.format(m_add(safra, -mX)),
key,
flag_alias=False)
for var_name, var in tb["VARS"].items():
if mX in var["SAFRAS"]:
self._add_var_to_query(query, tb_name, var, var_name, safra, mX)
self._add_filter_to_query(query, var, var_name, safra, mX)
if "AGG_PRIMITIVES" in var.keys():
for agg_var in var["AGG_PRIMITIVES"]:
primitive, start, stop, step, length = agg_var.split('_')
if mX in list(range(int(start), int(stop), int(step))):
self._add_var_to_query(query, tb_name, var, var_name, safra, mX)
self.query = str(query.build())
return self.query
class ConfigQueryReader:
def __init__(self, safras, query_dict):
self.query = None
self.safras = safras
self.query_dict = query_dict
self.query_strategy = None
def build(self, stacked=False):
self._set_strategy(stacked)
self.query = self.query_strategy.build()
return self
def _set_strategy(self,stacked):
if stacked:
self.query_strategy = StackedTableQueryStrategy(self.safras, self.query_dict)
elif len(self.safras)>1 and type(self.safras)==list:
self.query_strategy = UnionAllSafrasStrategy(self.safras, self.query_dict)
elif (len(self.safras)==1 and type(self.safras)==list) or type(self.safras)==str:
self.query_strategy = SimpleQueryStrategy(self.safras, self.query_dict)
def __str__(self):
return str(self.query)