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# SQL code generation
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import copy
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import operator
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from ordereddict import OrderedDict
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import re
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import UserDict
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import warnings
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import dicts
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import exc
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import iters
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import lists
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import objects
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import strings
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import util
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##### Names
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identifier_max_len = 63 # works for both PostgreSQL and MySQL
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def concat(str_, suffix):
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'''Preserves version so that it won't be truncated off the string, leading
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to collisions.'''
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# Preserve version
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match = re.match(r'^(.*?)((?:(?:#\d+)?\)?)*(?:\.\w+)?(?:::[\w ]+)*)$', str_)
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if match:
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str_, old_suffix = match.groups()
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suffix = old_suffix+suffix
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return strings.concat(str_, suffix, identifier_max_len)
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def truncate(str_): return concat(str_, '')
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def is_safe_name(name):
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'''A name is safe *and unambiguous* if it:
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* contains only *lowercase* word (\w) characters
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* doesn't start with a digit
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* contains "_", so that it's not a keyword
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'''
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return re.match(r'^(?=.*_)(?!\d)[^\WA-Z]+$', name)
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def esc_name(name, quote='"'):
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return quote + name.replace(quote, quote+quote) + quote
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# doubling an embedded quote escapes it in both PostgreSQL and MySQL
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def unesc_name(name, quote='"'):
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removed_ref = [False]
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name = strings.remove_prefix(quote, name, removed_ref)
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if removed_ref[0]:
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name = strings.remove_suffix(quote, name, removed_ref)
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assert removed_ref[0]
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name = name.replace(quote+quote, quote)
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return name
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def clean_name(name): return name.replace('"', '').replace('`', '')
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def esc_comment(comment): return '/*'+comment.replace('*/', '* /')+'*/'
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def lstrip(str_):
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'''Also removes comments.'''
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if str_.startswith('/*'): comment, sep, str_ = str_.partition('*/')
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return str_.lstrip()
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##### General SQL code objects
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class MockDb:
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def esc_value(self, value): return strings.repr_no_u(value)
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def esc_name(self, name): return esc_name(name)
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def col_info(self, col):
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return TypedCol(col.name, '<type>', CustomCode('<default>'), True)
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mockDb = MockDb()
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class BasicObject(objects.BasicObject):
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def __init__(self, value): self.value = value
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def __str__(self): return clean_name(strings.repr_no_u(self))
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##### Unparameterized code objects
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class Code(BasicObject):
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def to_str(self, db): raise NotImplementedError()
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def __repr__(self): return self.to_str(mockDb)
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class CustomCode(Code):
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def __init__(self, str_): self.str_ = str_
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def to_str(self, db): return self.str_
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def as_Code(value, db=None):
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'''
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@param db If set, runs db.std_code() on the value.
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'''
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if util.is_str(value):
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if db != None: value = db.std_code(value)
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return CustomCode(value)
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else: return Literal(value)
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class Expr(Code):
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def __init__(self, expr): self.expr = expr
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def to_str(self, db): return '('+self.expr.to_str(db)+')'
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##### Names
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class Name(Code):
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def __init__(self, name):
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name = truncate(name)
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self.name = name
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def to_str(self, db): return db.esc_name(self.name)
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def as_Name(value):
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if isinstance(value, Code): return value
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else: return Name(value)
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##### Literal values
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class Literal(Code):
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def __init__(self, value): self.value = value
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def to_str(self, db): return db.esc_value(self.value)
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def as_Value(value):
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if isinstance(value, Code): return value
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else: return Literal(value)
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def is_literal(value): return isinstance(value, Literal)
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def is_null(value): return is_literal(value) and value.value == None
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##### Derived elements
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src_self = object() # tells Col that it is its own source column
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class Derived(Code):
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def __init__(self, srcs):
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'''An element which was derived from some other element(s).
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@param srcs See self.set_srcs()
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'''
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self.set_srcs(srcs)
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def set_srcs(self, srcs, overwrite=True):
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'''
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@param srcs (self_type...)|src_self The element(s) this is derived from
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'''
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if not overwrite and self.srcs != (): return # already set
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if srcs == src_self: srcs = (self,)
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srcs = tuple(srcs) # make Col hashable
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self.srcs = srcs
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def _compare_on(self):
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compare_on = self.__dict__.copy()
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del compare_on['srcs'] # ignore
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return compare_on
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def cols_srcs(cols): return lists.uniqify(iters.flatten((v.srcs for v in cols)))
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##### Tables
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class Table(Derived):
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def __init__(self, name, schema=None, srcs=(), is_temp=False):
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'''
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@param schema str|None (for no schema)
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@param srcs (Table...)|src_self See Derived.set_srcs()
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'''
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Derived.__init__(self, srcs)
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if util.is_str(name): name = truncate(name)
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self.name = name
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self.schema = schema
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self.is_temp = is_temp
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self.index_cols = {}
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def to_str(self, db):
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str_ = ''
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if self.schema != None: str_ += as_Name(self.schema).to_str(db)+'.'
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str_ += as_Name(self.name).to_str(db)
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return str_
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def to_Table(self): return self
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def _compare_on(self):
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compare_on = Derived._compare_on(self)
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del compare_on['index_cols'] # ignore
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return compare_on
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def is_underlying_table(table):
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return isinstance(table, Table) and table.to_Table() is table
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class NoUnderlyingTableException(Exception): pass
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def underlying_table(table):
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table = remove_table_rename(table)
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if not is_underlying_table(table): raise NoUnderlyingTableException
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return table
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def as_Table(table, schema=None):
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if table == None or isinstance(table, Code): return table
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else: return Table(table, schema)
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def suffixed_table(table, suffix):
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table = copy.copy(table) # don't modify input!
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table.name = concat(table.name, suffix)
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return table
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class NamedTable(Table):
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def __init__(self, name, code, cols=None):
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Table.__init__(self, name)
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code = as_Table(code)
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if not isinstance(code, (Table, FunctionCall, Expr)): code = Expr(code)
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if cols != None: cols = [to_name_only_col(c).to_Col() for c in cols]
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self.code = code
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self.cols = cols
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def to_str(self, db):
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str_ = self.code.to_str(db)
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if str_.find('\n') >= 0: whitespace = '\n'
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else: whitespace = ' '
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str_ += whitespace+'AS '+Table.to_str(self, db)
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if self.cols != None:
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str_ += ' ('+(', '.join((c.to_str(db) for c in self.cols)))+')'
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return str_
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def to_Table(self): return Table(self.name)
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def remove_table_rename(table):
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if isinstance(table, NamedTable): table = table.code
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return table
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##### Columns
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class Col(Derived):
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def __init__(self, name, table=None, srcs=()):
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'''
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@param table Table|None (for no table)
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@param srcs (Col...)|src_self See Derived.set_srcs()
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'''
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Derived.__init__(self, srcs)
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if util.is_str(name): name = truncate(name)
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if util.is_str(table): table = Table(table)
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assert table == None or isinstance(table, Table)
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self.name = name
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self.table = table
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def to_str(self, db, for_str=False):
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str_ = as_Name(self.name).to_str(db)
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if for_str: str_ = clean_name(str_)
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if self.table != None:
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table = self.table.to_Table()
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if for_str: str_ = concat(str(table), '.'+str_)
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else: str_ = table.to_str(db)+'.'+str_
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return str_
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def __str__(self): return self.to_str(mockDb, for_str=True)
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def to_Col(self): return self
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def is_table_col(col): return isinstance(col, Col) and col.table != None
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def index_col(col):
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if not is_table_col(col): return None
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table = col.table
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try: name = table.index_cols[col.name]
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except KeyError: return None
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else: return Col(name, table, col.srcs)
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def is_temp_col(col): return is_table_col(col) and col.table.is_temp
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def as_Col(col, table=None, name=None):
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'''
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@param name If not None, any non-Col input will be renamed using NamedCol.
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'''
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if name != None:
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col = as_Value(col)
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if not isinstance(col, Col): col = NamedCol(name, col)
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if isinstance(col, Code): return col
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else: return Col(col, table)
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def with_table(col, table):
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if isinstance(col, NamedCol): pass # doesn't take a table
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elif isinstance(col, FunctionCall):
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col = copy.deepcopy(col) # don't modify input!
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col.args[0].table = table
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else:
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col = copy.copy(col) # don't modify input!
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col.table = table
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return col
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def with_default_table(col, table):
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col = as_Col(col)
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if col.table == None: col = with_table(col, table)
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return col
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def set_cols_table(table, cols):
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table = as_Table(table)
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for i, col in enumerate(cols):
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col = cols[i] = as_Col(col)
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col.table = table
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def to_name_only_col(col, check_table=None):
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col = as_Col(col)
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if not is_table_col(col): return col
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if check_table != None:
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table = col.table
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assert table == None or table == check_table
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return Col(col.name)
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def suffixed_col(col, suffix):
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return Col(concat(col.name, suffix), col.table, col.srcs)
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class NamedCol(Col):
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def __init__(self, name, code):
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Col.__init__(self, name)
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code = as_Value(code)
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self.code = code
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335
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def to_str(self, db):
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return self.code.to_str(db)+' AS '+Col.to_str(self, db)
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338
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def to_Col(self): return Col(self.name)
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340
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def remove_col_rename(col):
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if isinstance(col, NamedCol): col = col.code
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return col
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def underlying_col(col):
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col = remove_col_rename(col)
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if not isinstance(col, Col): raise NoUnderlyingTableException
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return Col(col.name, underlying_table(col.table), col.srcs)
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def wrap(wrap_func, value):
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'''Wraps a value, propagating any column renaming to the returned value.'''
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if isinstance(value, NamedCol):
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return NamedCol(value.name, wrap_func(value.code))
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else: return wrap_func(value)
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356
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class ColDict(dicts.DictProxy):
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'''A dict that automatically makes inserted entries Col objects'''
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359
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def __init__(self, db, keys_table, dict_={}):
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dicts.DictProxy.__init__(self, OrderedDict())
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362
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keys_table = as_Table(keys_table)
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self.db = db
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self.table = keys_table
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self.update(dict_) # after setting vars because __setitem__() needs them
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368
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def copy(self): return ColDict(self.db, self.table, self.inner.copy())
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def __getitem__(self, key):
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return dicts.DictProxy.__getitem__(self, self._key(key))
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373
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def __setitem__(self, key, value):
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key = self._key(key)
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if value == None: value = self.db.col_info(key).default
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dicts.DictProxy.__setitem__(self, key, as_Col(value, name=key.name))
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378
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def _key(self, key): return as_Col(key, self.table)
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##### Functions
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381
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382
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Function = Table
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as_Function = as_Table
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384
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|
385
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class InternalFunction(CustomCode): pass
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386
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|
387
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#### Calls
|
388
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|
389
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class NamedArg(NamedCol):
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390
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def __init__(self, name, value):
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391
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NamedCol.__init__(self, name, value)
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392
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393
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def to_str(self, db):
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394
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return Col.to_str(self, db)+' := '+self.code.to_str(db)
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395
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|
396
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class FunctionCall(Code):
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397
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def __init__(self, function, *args, **kw_args):
|
398
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'''
|
399
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@param args [Code|literal-value...] The function's arguments
|
400
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'''
|
401
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function = as_Function(function)
|
402
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def filter_(arg): return remove_col_rename(as_Value(arg))
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403
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args = map(filter_, args)
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404
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args += [NamedArg(k, filter_(v)) for k, v in kw_args.iteritems()]
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405
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|
406
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self.function = function
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407
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self.args = args
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408
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|
409
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def to_str(self, db):
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410
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args_str = ', '.join((v.to_str(db) for v in self.args))
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411
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return self.function.to_str(db)+'('+args_str+')'
|
412
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|
413
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def wrap_in_func(function, value):
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414
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'''Wraps a value inside a function call.
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415
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Propagates any column renaming to the returned value.
|
416
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'''
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417
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return wrap(lambda v: FunctionCall(function, v), value)
|
418
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|
419
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def unwrap_func_call(func_call, check_name=None):
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420
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'''Unwraps any function call to its first argument.
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421
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Also removes any column renaming.
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422
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'''
|
423
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func_call = remove_col_rename(func_call)
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424
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if not isinstance(func_call, FunctionCall): return func_call
|
425
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|
426
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if check_name != None:
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427
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name = func_call.function.name
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428
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assert name == None or name == check_name
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429
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return func_call.args[0]
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430
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|
431
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#### Definitions
|
432
|
|
433
|
class FunctionDef(Code):
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434
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def __init__(self, function, return_type, body, lang='sql'):
|
435
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self.function = function
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436
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self.return_type = return_type
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437
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self.body = body
|
438
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self.lang = lang
|
439
|
|
440
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def to_str(self, db):
|
441
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str_ = '''\
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442
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CREATE FUNCTION '''+self.function.to_str(db)+'''()
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443
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RETURNS SETOF '''+self.return_type+'''
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444
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LANGUAGE '''+self.lang+'''
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445
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AS $$
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446
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'''+self.body+'''
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447
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$$;
|
448
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'''
|
449
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return str_
|
450
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|
451
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##### Casts
|
452
|
|
453
|
class Cast(FunctionCall):
|
454
|
def __init__(self, type_, value):
|
455
|
value = as_Value(value)
|
456
|
|
457
|
self.type_ = type_
|
458
|
self.value = value
|
459
|
|
460
|
def to_str(self, db):
|
461
|
return 'CAST('+self.value.to_str(db)+' AS '+self.type_+')'
|
462
|
|
463
|
def cast_literal(value):
|
464
|
if not is_literal(value): return value
|
465
|
|
466
|
if util.is_str(value.value): value = Cast('text', value)
|
467
|
return value
|
468
|
|
469
|
##### Conditions
|
470
|
|
471
|
class NotCond(Code):
|
472
|
def __init__(self, cond):
|
473
|
self.cond = cond
|
474
|
|
475
|
def to_str(self, db): return 'NOT '+self.cond.to_str(db)
|
476
|
|
477
|
class ColValueCond(Code):
|
478
|
def __init__(self, col, value):
|
479
|
value = as_ValueCond(value)
|
480
|
|
481
|
self.col = col
|
482
|
self.value = value
|
483
|
|
484
|
def to_str(self, db): return self.value.to_str(db, self.col)
|
485
|
|
486
|
def combine_conds(conds, keyword=None):
|
487
|
'''
|
488
|
@param keyword The keyword to add before the conditions, if any
|
489
|
'''
|
490
|
str_ = ''
|
491
|
if keyword != None:
|
492
|
if conds == []: whitespace = ''
|
493
|
elif len(conds) == 1: whitespace = ' '
|
494
|
else: whitespace = '\n'
|
495
|
str_ += keyword+whitespace
|
496
|
|
497
|
str_ += '\nAND '.join(conds)
|
498
|
return str_
|
499
|
|
500
|
##### Condition column comparisons
|
501
|
|
502
|
class ValueCond(BasicObject):
|
503
|
def __init__(self, value):
|
504
|
value = remove_col_rename(as_Value(value))
|
505
|
|
506
|
self.value = value
|
507
|
|
508
|
def to_str(self, db, left_value):
|
509
|
'''
|
510
|
@param left_value The Code object that the condition is being applied on
|
511
|
'''
|
512
|
raise NotImplemented()
|
513
|
|
514
|
def __repr__(self): return self.to_str(mockDb, '<left_value>')
|
515
|
|
516
|
class CompareCond(ValueCond):
|
517
|
def __init__(self, value, operator='='):
|
518
|
'''
|
519
|
@param operator By default, compares NULL values literally. Use '~=' or
|
520
|
'~!=' to pass NULLs through.
|
521
|
'''
|
522
|
ValueCond.__init__(self, value)
|
523
|
self.operator = operator
|
524
|
|
525
|
def to_str(self, db, left_value):
|
526
|
left_value = remove_col_rename(as_Col(left_value))
|
527
|
|
528
|
right_value = self.value
|
529
|
|
530
|
# Parse operator
|
531
|
operator = self.operator
|
532
|
passthru_null_ref = [False]
|
533
|
operator = strings.remove_prefix('~', operator, passthru_null_ref)
|
534
|
neg_ref = [False]
|
535
|
operator = strings.remove_prefix('!', operator, neg_ref)
|
536
|
equals = operator.endswith('=') # also includes <=, >=
|
537
|
|
538
|
# Handle nullable columns
|
539
|
check_null = False
|
540
|
if not passthru_null_ref[0]: # NULLs compare equal
|
541
|
try: left_value = ensure_not_null(db, left_value)
|
542
|
except ensure_not_null_excs: # fall back to alternate method
|
543
|
check_null = equals and isinstance(right_value, Col)
|
544
|
else:
|
545
|
if isinstance(left_value, EnsureNotNull):
|
546
|
right_value = ensure_not_null(db, right_value,
|
547
|
left_value.type) # apply same function to both sides
|
548
|
|
549
|
if equals and is_null(right_value): operator = 'IS'
|
550
|
|
551
|
left = left_value.to_str(db)
|
552
|
right = right_value.to_str(db)
|
553
|
|
554
|
# Create str
|
555
|
str_ = left+' '+operator+' '+right
|
556
|
if check_null:
|
557
|
str_ = '('+str_+' OR ('+left+' IS NULL AND '+right+' IS NULL))'
|
558
|
if neg_ref[0]: str_ = 'NOT '+str_
|
559
|
return str_
|
560
|
|
561
|
# Tells as_ValueCond() to assume a non-ValueCond is a literal value
|
562
|
assume_literal = object()
|
563
|
|
564
|
def as_ValueCond(value, default_table=assume_literal):
|
565
|
if not isinstance(value, ValueCond):
|
566
|
if default_table is not assume_literal:
|
567
|
value = with_default_table(value, default_table)
|
568
|
return CompareCond(value)
|
569
|
else: return value
|
570
|
|
571
|
##### Joins
|
572
|
|
573
|
join_same = object() # tells Join the left and right columns have the same name
|
574
|
|
575
|
# Tells Join the left and right columns have the same name and are never NULL
|
576
|
join_same_not_null = object()
|
577
|
|
578
|
filter_out = object() # tells Join to filter out rows that match the join
|
579
|
|
580
|
class Join(BasicObject):
|
581
|
def __init__(self, table, mapping={}, type_=None):
|
582
|
'''
|
583
|
@param mapping dict(right_table_col=left_table_col, ...)
|
584
|
* if left_table_col is join_same: left_table_col = right_table_col
|
585
|
* Note that right_table_col must be a string
|
586
|
* if left_table_col is join_same_not_null:
|
587
|
left_table_col = right_table_col and both have NOT NULL constraint
|
588
|
* Note that right_table_col must be a string
|
589
|
@param type_ None (for plain join)|str (e.g. 'LEFT')|filter_out
|
590
|
* filter_out: equivalent to 'LEFT' with the query filtered by
|
591
|
`table_pkey IS NULL` (indicating no match)
|
592
|
'''
|
593
|
if util.is_str(table): table = Table(table)
|
594
|
assert type_ == None or util.is_str(type_) or type_ is filter_out
|
595
|
|
596
|
self.table = table
|
597
|
self.mapping = mapping
|
598
|
self.type_ = type_
|
599
|
|
600
|
def to_str(self, db, left_table_):
|
601
|
def join(entry):
|
602
|
'''Parses non-USING joins'''
|
603
|
right_table_col, left_table_col = entry
|
604
|
|
605
|
# Switch order (right_table_col is on the left in the comparison)
|
606
|
left = right_table_col
|
607
|
right = left_table_col
|
608
|
left_table = self.table
|
609
|
right_table = left_table_
|
610
|
|
611
|
# Parse left side
|
612
|
left = with_default_table(left, left_table)
|
613
|
|
614
|
# Parse special values
|
615
|
left_on_right = Col(left.name, right_table)
|
616
|
if right is join_same: right = left_on_right
|
617
|
elif right is join_same_not_null:
|
618
|
right = CompareCond(left_on_right, '~=')
|
619
|
|
620
|
# Parse right side
|
621
|
right = as_ValueCond(right, right_table)
|
622
|
|
623
|
return right.to_str(db, left)
|
624
|
|
625
|
# Create join condition
|
626
|
type_ = self.type_
|
627
|
joins = self.mapping
|
628
|
if joins == {}: join_cond = None
|
629
|
elif type_ is not filter_out and reduce(operator.and_,
|
630
|
(v is join_same_not_null for v in joins.itervalues())):
|
631
|
# all cols w/ USING, so can use simpler USING syntax
|
632
|
cols = map(to_name_only_col, joins.iterkeys())
|
633
|
join_cond = 'USING ('+(', '.join((c.to_str(db) for c in cols)))+')'
|
634
|
else: join_cond = combine_conds(map(join, joins.iteritems()), 'ON')
|
635
|
|
636
|
if isinstance(self.table, NamedTable): whitespace = '\n'
|
637
|
else: whitespace = ' '
|
638
|
|
639
|
# Create join
|
640
|
if type_ is filter_out: type_ = 'LEFT'
|
641
|
str_ = ''
|
642
|
if type_ != None: str_ += type_+' '
|
643
|
str_ += 'JOIN'+whitespace+self.table.to_str(db)
|
644
|
if join_cond != None: str_ += whitespace+join_cond
|
645
|
return str_
|
646
|
|
647
|
def __repr__(self): return self.to_str(mockDb, '<left_table>')
|
648
|
|
649
|
##### Value exprs
|
650
|
|
651
|
all_cols = CustomCode('*')
|
652
|
|
653
|
default = CustomCode('DEFAULT')
|
654
|
|
655
|
row_count = FunctionCall(InternalFunction('COUNT'), all_cols)
|
656
|
|
657
|
class Coalesce(FunctionCall):
|
658
|
def __init__(self, *args):
|
659
|
FunctionCall.__init__(self, InternalFunction('COALESCE'), *args)
|
660
|
|
661
|
class Nullif(FunctionCall):
|
662
|
def __init__(self, *args):
|
663
|
FunctionCall.__init__(self, InternalFunction('NULLIF'), *args)
|
664
|
|
665
|
# See <http://www.postgresql.org/docs/8.3/static/datatype-numeric.html>
|
666
|
null_sentinels = {
|
667
|
'character varying': r'\N',
|
668
|
'double precision': 'NaN',
|
669
|
'integer': 2147483647,
|
670
|
'text': r'\N',
|
671
|
'timestamp with time zone': 'infinity'
|
672
|
}
|
673
|
|
674
|
class EnsureNotNull(Coalesce):
|
675
|
def __init__(self, value, type_):
|
676
|
Coalesce.__init__(self, as_Col(value),
|
677
|
Cast(type_, null_sentinels[type_]))
|
678
|
|
679
|
self.type = type_
|
680
|
|
681
|
def to_str(self, db):
|
682
|
col = self.args[0]
|
683
|
index_col_ = index_col(col)
|
684
|
if index_col_ != None: return index_col_.to_str(db)
|
685
|
return Coalesce.to_str(self, db)
|
686
|
|
687
|
##### Table exprs
|
688
|
|
689
|
class Values(Code):
|
690
|
def __init__(self, values):
|
691
|
'''
|
692
|
@param values [...]|[[...], ...] Can be one or multiple rows.
|
693
|
'''
|
694
|
rows = values
|
695
|
if len(values) >= 1 and not lists.is_seq(values[0]): # only one row
|
696
|
rows = [values]
|
697
|
for i, row in enumerate(rows):
|
698
|
rows[i] = map(remove_col_rename, map(as_Value, row))
|
699
|
|
700
|
self.rows = rows
|
701
|
|
702
|
def to_str(self, db):
|
703
|
def row_str(row):
|
704
|
return '('+(', '.join((v.to_str(db) for v in row)))+')'
|
705
|
return 'VALUES '+(', '.join(map(row_str, self.rows)))
|
706
|
|
707
|
def NamedValues(name, cols, values):
|
708
|
'''
|
709
|
@param cols None|[...]
|
710
|
@post `cols` will be changed to Col objects with the table set to `name`.
|
711
|
'''
|
712
|
table = NamedTable(name, Values(values), cols)
|
713
|
if cols != None: set_cols_table(table, cols)
|
714
|
return table
|
715
|
|
716
|
##### Database structure
|
717
|
|
718
|
class TypedCol(Col):
|
719
|
def __init__(self, name, type_, default=None, nullable=True,
|
720
|
constraints=None):
|
721
|
assert default == None or isinstance(default, Code)
|
722
|
|
723
|
Col.__init__(self, name)
|
724
|
|
725
|
self.type = type_
|
726
|
self.default = default
|
727
|
self.nullable = nullable
|
728
|
self.constraints = constraints
|
729
|
|
730
|
def to_str(self, db):
|
731
|
str_ = Col.to_str(self, db)+' '+self.type
|
732
|
if not self.nullable: str_ += ' NOT NULL'
|
733
|
if self.default != None: str_ += ' DEFAULT '+self.default.to_str(db)
|
734
|
if self.constraints != None: str_ += ' '+self.constraints
|
735
|
return str_
|
736
|
|
737
|
def to_Col(self): return Col(self.name)
|
738
|
|
739
|
ensure_not_null_excs = (NoUnderlyingTableException, KeyError)
|
740
|
|
741
|
def ensure_not_null(db, col, type_=None):
|
742
|
'''
|
743
|
@param col If type_ is not set, must have an underlying column.
|
744
|
@param type_ If set, overrides the underlying column's type.
|
745
|
@return EnsureNotNull|Col
|
746
|
@throws ensure_not_null_excs
|
747
|
'''
|
748
|
nullable = True
|
749
|
try: typed_col = db.col_info(underlying_col(col))
|
750
|
except NoUnderlyingTableException:
|
751
|
col = remove_col_rename(col)
|
752
|
if is_literal(col) and not is_null(col): nullable = False
|
753
|
elif type_ == None: raise
|
754
|
else:
|
755
|
if type_ == None: type_ = typed_col.type
|
756
|
nullable = typed_col.nullable
|
757
|
|
758
|
if nullable:
|
759
|
try: col = EnsureNotNull(col, type_)
|
760
|
except KeyError, e:
|
761
|
# Warn of no null sentinel for type, even if caller catches error
|
762
|
warnings.warn(UserWarning(exc.str_(e)))
|
763
|
raise
|
764
|
|
765
|
return col
|