update structure, vis application

This commit is contained in:
2023-03-20 08:16:12 +08:00
parent 726ef535ea
commit d98b4817b3
87 changed files with 8200 additions and 137 deletions
-37
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from engine.ast import Context, ast_node
saved_cxt = None
def initialize(cxt = None, keep = False):
global saved_cxt
if cxt is None or not keep or type(cxt) is not Context:
if saved_cxt is None or not keep:
cxt = Context()
saved_cxt = cxt
else:
cxt = saved_cxt
cxt.new()
return cxt
def generate(ast, cxt):
for k in ast.keys():
if k in ast_node.types.keys():
root = ast_node.types[k](None, ast, cxt)
def exec(stmts, cxt = None, keep = None):
cxt = initialize(cxt, keep)
stmts_stmts = stmts['stmts']
if type(stmts_stmts) is list:
for s in stmts_stmts:
generate(s, cxt)
else:
generate(stmts_stmts, cxt)
cxt.Info(cxt.ccode)
with open('out.cpp', 'wb') as outfile:
outfile.write((cxt.finalize()).encode('utf-8'))
return cxt
__all__ = ["initialize", "generate", "exec", "saved_cxt"]
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from engine.utils import base62uuid
from copy import copy
from typing import *
# replace column info with this later.
class ColRef:
def __init__(self, cname, _ty, cobj, cnt, table:'TableInfo', name, id, compound = False):
self.cname = cname # column object location
self.cxt_name = None # column object in context
self.type = _ty
self.cobj = cobj
self.cnt = cnt
self.table = table
self.name = name
self.id = id # position in table
self.order_pending = None # order_pending
self.compound = compound # compound field (list as a field)
self.views = []
self.aux_columns = [] # columns for temperary calculations
# e.g. order by, group by, filter by expressions
self.__arr__ = (cname, _ty, cobj, cnt, table, name, id)
def reference(self):
cxt = self.table.cxt
self.table.reference()
if self not in cxt.columns_in_context:
counter = 0
base_name = self.table.table_name + '_' + self.name
if base_name in cxt.columns_in_context.values():
while (f'{base_name}_{counter}') in cxt.columns_in_context.values():
counter += 1
base_name = f'{base_name}_{counter}'
self.cxt_name = base_name
cxt.columns_in_context[self] = base_name
# TODO: change this to cname;
cxt.emit(f'auto& {base_name} = *(ColRef<{self.type}> *)(&{self.table.cxt_name}->colrefs[{self.id}]);')
elif self.cxt_name is None:
self.cxt_name = cxt.columns_in_context[self]
return self.cxt_name
def __getitem__(self, key):
if type(key) is str:
return getattr(self, key)
else:
return self.__arr__[key]
def __setitem__(self, key, value):
self.__arr__[key] = value
def __str__(self):
return self.reference()
def __repr__(self):
return self.reference()
class TableInfo:
def __init__(self, table_name, cols, cxt:'Context'):
# statics
self.table_name = table_name
self.alias = set([table_name])
self.columns_byname = dict() # column_name, type
self.columns = []
self.cxt = cxt
self.cxt_name = None
self.views = set()
#keep track of temp vars
self.local_vars = dict()
self.rec = None # a hook on get_col_d to record tables being referenced in the process
self.groupinfo = None
self.add_cols(cols)
# runtime
self.n_rows = 0 # number of cols
self.order = [] # assumptions
cxt.tables_byname[self.table_name] = self # construct reverse map
def reference(self):
if self not in self.cxt.tables_in_context:
counter = 0
base_name = self.table_name
if base_name in self.cxt.tables_in_context.values():
while (f'{base_name}_{counter}') in self.cxt.tables_in_context.values():
counter += 1
base_name = f'{base_name}_{counter}'
self.cxt_name = base_name
self.cxt.tables_in_context[self] = base_name
type_tags = '<'
for c in self.columns:
type_tags += c.type + ','
if type_tags.endswith(','):
type_tags = type_tags[:-1]
type_tags += '>'
self.cxt.emit(f'auto& {base_name} = *(TableInfo{type_tags} *)(cxt->tables["{self.table_name}"]);')
return self.cxt_name
def refer_all(self):
self.reference()
for c in self.columns:
c.reference()
def add_cols(self, cols, new = True):
for i, c in enumerate(cols):
self.add_col(c, new, i)
def add_col(self, c, new = True, i = 0):
_ty = c['type']
if new:
cname =f'get<{i}>({self.table_name})'
_ty = _ty if type(c) is ColRef else list(_ty.keys())[0]
col_object = ColRef(cname, _ty, c, 1, self,c['name'], len(self.columns))
else:
col_object = c
cname = c.cname
c.table = self
self.cxt.ccols_byname[cname] = col_object
self.columns_byname[c['name']] = col_object
self.columns.append(col_object)
def get_size(self):
size_tmp = 'tmp_sz_'+base62uuid(6)
self.cxt.emit(f'const auto& {size_tmp} = {self.columns[0].reference()}.size;')
return size_tmp
@property
def n_cols(self):
return len(self.columns)
def materialize_orderbys(self):
view_stack = ''
stack_name = ''
for o in self.order:
o.materialize()
if len(view_stack) == 0:
view_stack = o.view.name
stack_name = view_stack
else:
view_stack = view_stack+'['+ o.view.name +']'
# TODO: Optimize by doing everything in a stmt
if len(view_stack) > 0:
if len(self.order) > 1:
self.cxt.emit(f'{stack_name}:{view_stack}')
for c in self.columns:
c.order_pending = stack_name
self.order[0].node.view = stack_name
self.order.clear()
def get_col_d(self, col_name):
col = self.columns_byname[col_name]
if type(self.rec) is set:
self.rec.add(col)
return col
def get_ccolname_d(self, col_name):
return self.get_col_d(col_name).cname
def get_col(self, col_name):
self.materialize_orderbys()
col = self.get_col_d(col_name)
if type(col.order_pending) is str:
self.cxt.emit_no_flush(f'{col.cname}:{col.cname}[{col.order_pending}]')
col.order_pending = None
return col
def get_ccolname(self, col_name):
return self.get_col(col_name).cname
def add_alias(self, alias):
# TODO: Scoping of alias should be constrainted in the query.
if alias in self.cxt.tables_byname.keys():
print("Error: table alias already exists")
return
self.cxt.tables_byname[alias] = self
self.alias.add(alias)
def parse_col_names(self, colExpr, materialize = True, raw = False):
# get_col = self.get_col if materialize else self.get_col_d
parsedColExpr = colExpr.split('.')
ret = None
if len(parsedColExpr) <= 1:
ret = self.get_col_d(colExpr)
else:
datasource = self.cxt.tables_byname[parsedColExpr[0]]
if datasource is None:
raise ValueError(f'Table name/alias not defined{parsedColExpr[0]}')
else:
ret = datasource.parse_col_names(parsedColExpr[1], raw)
from engine.expr import index_expr
string = ret.reference() + index_expr
if self.groupinfo is not None and ret and ret in self.groupinfo.raw_groups:
string = f'get<{self.groupinfo.raw_groups.index(ret)}>({{y}})'
return string, ret if raw else string
class View:
def __init__(self, context, table = None, tmp = True):
self.table: TableInfo = table
self.name = 'v'+base62uuid(7)
if type(table) is TableInfo:
table.views.add(self)
self.context = context
def construct(self):
self.context.emit(f'{self.name}:()')
class Context:
function_head = '''
extern "C" int __DLLEXPORT__ dllmain(Context* cxt) {
using namespace std;
using namespace types;
'''
LOG_INFO = 'INFO'
LOG_ERROR = 'ERROR'
LOG_SILENT = 'SILENT'
from engine.types import Types
type_table : Dict[str, Types] = dict()
def new(self):
self.tmp_names = set()
self.udf_map = dict()
self.headers = set(['\"./server/libaquery.h\"'])
self.finalized = False
# read header
self.ccode = str()
self.ccodelet = str()
with open('header.cxx', 'r') as outfile:
self.ccode = outfile.read()
# datasource will be availible after `from' clause is parsed
# and will be deactivated when the `from' is out of scope
self.datasource = None
self.ds_stack = []
self.scans = []
self.removing_scan = False
def __init__(self):
self.tables:list[TableInfo] = []
self.tables_byname = dict()
self.ccols_byname = dict()
self.gc_name = 'gc_' + base62uuid(4)
self.tmp_names = set()
self.udf_map = dict()
self.headers = set(['\"./server/libaquery.h\"'])
self.finalized = False
self.log_level = Context.LOG_SILENT
self.print = print
# read header
self.ccode = str()
self.ccodelet = str()
self.columns_in_context = dict()
self.tables_in_context = dict()
with open('header.cxx', 'r') as outfile:
self.ccode = outfile.read()
# datasource will be availible after `from' clause is parsed
# and will be deactivated when the `from' is out of scope
self.datasource = None
self.ds_stack = []
self.scans = []
self.removing_scan = False
def add_table(self, table_name, cols):
tbl = TableInfo(table_name, cols, self)
self.tables.append(tbl)
return tbl
def gen_tmptable(self):
from engine.utils import base62uuid
return f't{base62uuid(7)}'
def reg_tmp(self, name, f):
self.tmp_names.add(name)
self.emit(f"{self.gc_name}.reg({{{name}, 0,0{'' if f is None else ',{f}'}}});")
def define_tmp(self, typename, isPtr = True, f = None):
name = 'tmp_' + base62uuid()
if isPtr:
self.emit(f'auto* {name} = new {typename};')
self.reg_tmp(name, f)
else:
self.emit(f'auto {name} = {typename};')
return name
def emit(self, codelet):
self.ccode += self.ccodelet + codelet + '\n'
self.ccodelet = ''
def emit_no_flush(self, codelet):
self.ccode += codelet + '\n'
def emit_flush(self):
self.ccode += self.ccodelet + '\n'
self.ccodelet = ''
def emit_nonewline(self, codelet):
self.ccodelet += codelet
def datsource_top(self):
if len(self.ds_stack) > 0:
return self.ds_stack[-1]
else:
return None
def datasource_pop(self):
if len(self.ds_stack) > 0:
self.ds_stack.pop()
return self.ds_stack[-1]
else:
return None
def datasource_push(self, ds):
if type(ds) is TableInfo:
self.ds_stack.append(ds)
return ds
else:
return None
def remove_scan(self, scan, str_scan):
self.emit(str_scan)
self.scans.remove(scan)
def Info(self, msg):
if self.log_level.upper() == Context.LOG_INFO:
self.print(msg)
def Error(self, msg):
if self.log_level.upper() == Context.LOG_ERROR:
self.print(msg)
else:
self.Info(self, msg)
def finalize(self):
if not self.finalized:
headers = ''
for h in self.headers:
if h[0] != '"':
headers += '#include <' + h + '>\n'
else:
headers += '#include ' + h + '\n'
self.ccode = headers + self.function_head + self.ccode + 'return 0;\n}'
self.headers = set()
return self.ccode
def __str__(self):
self.finalize()
return self.ccode
def __repr__(self) -> str:
return self.__str__()
class ast_node:
types = dict()
header = []
def __init__(self, parent:"ast_node", node, context:Context = None):
self.context = parent.context if context is None else context
self.parent = parent
self.datasource = None
self.init(node)
self.produce(node)
self.spawn(node)
self.consume(node)
def emit(self, code):
self.context.emit(code)
def emit_no_ln(self, code):
self.context.emit_nonewline(code)
name = 'null'
# each ast node has 3 stages.
# `produce' generates info for child nodes
# `spawn' populates child nodes
# `consume' consumes info from child nodes and finalizes codegen
# For simple operators, there may not be need for some of these stages
def init(self, _):
pass
def produce(self, _):
pass
def spawn(self, _):
pass
def consume(self, _):
pass
# include classes in module as first order operators
def include(objs):
import inspect
for _, cls in inspect.getmembers(objs):
if inspect.isclass(cls) and issubclass(cls, ast_node) and not cls.name.startswith('_'):
ast_node.types[cls.name] = cls
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# code-gen for data decl languages
from engine.orderby import orderby
from engine.ast import ColRef, TableInfo, ast_node, Context, include
from engine.scan import scan
from engine.utils import base62uuid
class create_table(ast_node):
name = 'create_table'
def __init__(self, parent: "ast_node", node, context: Context = None, cexprs = None, lineage = False):
self.cexprs = cexprs
self.lineage = lineage
super().__init__(parent, node, context)
def produce(self, node):
if type(node) is not TableInfo:
ct = node[self.name]
tbl = self.context.add_table(ct['name'], ct['columns'])
else:
tbl = node
col_type_str = ','.join([c.type for c in tbl.columns])
# create tables in c
self.emit(f"auto {tbl.table_name} = new TableInfo<{col_type_str}>(\"{tbl.table_name}\", {tbl.n_cols});")
self.emit("cxt->tables.insert({\"" + tbl.table_name + f"\", {tbl.table_name}"+"});")
self.context.tables_in_context[tbl] = tbl.table_name
tbl.cxt_name = tbl.table_name
tbl.refer_all()
# create an empty new table
if self.cexprs is None:
for c in tbl.columns:
self.emit(f'{c.cxt_name}.init("{c.name}");')
# create an output table
else:
# 1 to 1 lineage.
if len(self.context.scans) == 0:
if self.lineage:
order = 'order_' + base62uuid(6)
self.emit(f'auto {order} = {self.parent.datasource.cxt_name}->order_by<{orderby(self.parent, self.parent.assumptions).result()}>();')
self.lineage = '*' + order
else:
self.lineage = None
for i, c in enumerate(tbl.columns):
self.emit(f'{c.cxt_name}.init("{c.name}");')
self.emit(f"{c.cxt_name} = {self.cexprs[i](self.lineage)};")
self.lineage = None
self.parent.assumptions = None
else:
scanner:scan = self.context.scans[-1]
if self.lineage:
lineage_var = 'lineage_' + base62uuid(6)
counter_var = 'counter_' + base62uuid(6)
scanner.add(f'auto {lineage_var} = {self.datasource.cxt_name}->bind({tbl.cxt_name});', "init")
scanner.add(f'auto {counter_var} = 0;', "init")
scanner.add(f"{lineage_var}.emplace_back({counter_var}++);", "front")
self.lineage = f"{lineage_var}.rid"
for i, c in enumerate(tbl.columns):
scanner.add(f'{c.cxt_name}.init("{c.name}");', "init")
scanner.add(f"{c.cxt_name} = {self.cexprs[i](scanner.it_var)};")
class insert(ast_node):
name = 'insert'
def produce(self, node):
ct = node[self.name]
table:TableInfo = self.context.tables_byname[ct]
values = node['query']['select']
if len(values) != table.n_cols:
raise ValueError("Column Mismatch")
table.refer_all()
for i, s in enumerate(values):
if 'value' in s:
cname = table.columns[i].cxt_name
self.emit(f"{cname}.emplace_back({s['value']});")
else:
# subquery, dispatch to select astnode
pass
class c(ast_node):
name='c'
def produce(self, node):
self.emit(node[self.name])
class load(ast_node):
name="load"
def produce(self, node):
self.context.headers.add('"csv.h"')
node = node[self.name]
table:TableInfo = self.context.tables_byname[node['table']]
table.refer_all()
csv_reader_name = 'csv_reader_' + base62uuid(6)
col_types = [c.type for c in table.columns]
col_tmp_names = ['tmp_'+base62uuid(8) for _ in range(len(table.columns))]
# col_type_str = ",".join(col_types)
col_names = ','.join([f'"{c.name}"' for c in table.columns])
self.emit(f'io::CSVReader<{len(col_types)}> {csv_reader_name}("{node["file"]["literal"]}");')
self.emit(f'{csv_reader_name}.read_header(io::ignore_extra_column, {col_names});')
for t, n in zip(col_types, col_tmp_names):
self.emit(f'{t} {n};')
self.emit(f'while({csv_reader_name}.read_row({",".join(col_tmp_names)})) {{ \n')
for i, c in enumerate(table.columns):
self.emit(f'{c.cxt_name}.emplace_back({col_tmp_names[i]});')
self.emit('}')
class outfile(ast_node):
name="_outfile"
def produce(self, node):
out_table:TableInfo = self.parent.out_table
filename = node['loc']['literal'] if 'loc' in node else node['literal']
sep = ',' if 'term' not in node else node['term']['literal']
file_pointer = 'fp_' + base62uuid(6)
self.emit(f'FILE* {file_pointer} = fopen("{filename}", "wb");')
self.emit(f'{out_table.cxt_name}->printall("{sep}", "\\n", nullptr, {file_pointer});')
self.emit(f'fclose({file_pointer});')
# self.context.headers.add('fstream')
# cout_backup_buffer = 'stdout_' + base62uuid(4)
# ofstream = 'ofstream_' + base62uuid(6)
# self.emit(f'auto {cout_backup_buffer} = cout.rdbuf();')
# self.emit(f'auto {ofstream} = ofstream("{filename}");')
# self.emit(f'cout.rdbuf({ofstream}.rdbuf());')
# TODO: ADD STMTS.
# self.emit(f'cout.rdbuf({cout_backup_buffer});')
# self.emit(f'{ofstream}.close();')
import sys
include(sys.modules[__name__])
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from engine.ast import ast_node, ColRef
start_expr = 'f"'
index_expr = '{\'\' if x is None and y is None else f\'[{x}]\'}'
end_expr = '"'
class expr(ast_node):
name='expr'
builtin_func_maps = {
'max': 'max',
'min': 'min',
'avg': 'avg',
'sum': 'sum',
'count' : 'count',
'mins': ['mins', 'minw'],
'maxs': ['maxs', 'maxw'],
'avgs': ['avgs', 'avgw'],
'sums': ['sums', 'sumw'],
}
binary_ops = {
'sub':'-',
'add':'+',
'mul':'*',
'div':'/',
'mod':'%',
'and':'&&',
'or':'||',
'xor' : '^',
'gt':'>',
'lt':'<',
'lte':'<=',
'gte':'>=',
'neq':'!=',
'eq':'=='
}
compound_ops = {
'missing' : ['missing', lambda x: f'{x[0]} == nullval<decays<decltype({x[0]})>>'],
}
unary_ops = {
'neg' : '-',
'not' : '!'
}
coumpound_generating_ops = ['avgs', 'mins', 'maxs', 'sums'] + \
list( binary_ops.keys()) + list(compound_ops.keys()) + list(unary_ops.keys() )
def __init__(self, parent, node, materialize_cols = True, abs_col = False):
self.materialize_cols = materialize_cols
self.raw_col = None
self.__abs = abs_col
self.inside_agg = False
if(type(parent) is expr):
self.inside_agg = parent.inside_agg
self.__abs = parent.__abs
ast_node.__init__(self, parent, node, None)
def init(self, _):
from engine.projection import projection
parent = self.parent
self.isvector = parent.isvector if type(parent) is expr else False
self.is_compound = parent.is_compound if type(parent) is expr else False
if type(parent) in [projection, expr]:
self.datasource = parent.datasource
else:
self.datasource = self.context.datasource
self.udf_map = parent.context.udf_map
self._expr = ''
self.cexpr = None
self.func_maps = {**self.udf_map, **self.builtin_func_maps}
def produce(self, node):
if type(node) is dict:
for key, val in node.items():
if key in self.func_maps:
# TODO: distinguish between UDF agg functions and other UDF functions.
self.inside_agg = True
self.context.headers.add('"./server/aggregations.h"')
if type(val) is list and len(val) > 1:
cfunc = self.func_maps[key]
cfunc = cfunc[len(val) - 1] if type(cfunc) is list else cfunc
self._expr += f"{cfunc}("
for i, p in enumerate(val):
self._expr += expr(self, p)._expr + (','if i<len(val)-1 else '')
else:
funcname = self.func_maps[key]
funcname = funcname[0] if type(funcname) is list else funcname
self._expr += f"{funcname}("
self._expr += expr(self, val)._expr
self._expr += ')'
self.inside_agg = False
elif key in self.binary_ops:
l = expr(self, val[0])._expr
r = expr(self, val[1])._expr
self._expr += f'({l}{self.binary_ops[key]}{r})'
elif key in self.compound_ops:
x = []
if type(val) is list:
for v in val:
x.append(expr(self, v)._expr)
self._expr = self.compound_ops[key][1](x)
elif key in self.unary_ops:
self._expr += f'{self.unary_ops[key]}({expr(self, val)._expr})'
else:
self.context.Error(f'Undefined expr: {key}{val}')
if key in self.coumpound_generating_ops and not self.is_compound:
self.is_compound = True
p = self.parent
while type(p) is expr and not p.is_compound:
p.is_compound = True
p = p.parent
elif type(node) is str:
p = self.parent
while type(p) is expr and not p.isvector:
p.isvector = True
p = p.parent
self._expr, self.raw_col = self.datasource.parse_col_names(node, self.materialize_cols, True)
self.raw_col = self.raw_col if type(self.raw_col) is ColRef else None
if self.__abs and self.raw_col:
self._expr = self.raw_col.reference() + ("" if self.inside_agg else index_expr)
elif type(node) is bool:
self._expr = '1' if node else '0'
else:
self._expr = f'{node}'
def toCExpr(_expr):
return lambda x = None, y = None : eval(start_expr + _expr + end_expr)
def consume(self, _):
self.cexpr = expr.toCExpr(self._expr)
def __str__(self):
return self.cexpr
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from engine.ast import ColRef, TableInfo, ast_node
from engine.orderby import assumption
from engine.scan import scan
from engine.utils import base62uuid
from engine.expr import expr
class groupby(ast_node):
name = '_groupby'
def init(self, _):
self.context.headers.add('"./server/hasher.h"')
self.context.headers.add('unordered_map')
self.group = 'g' + base62uuid(7)
self.group_type = 'record_type' + base62uuid(7)
self.datasource = self.parent.datasource
self.scanner = None
self.datasource.rec = set()
self.raw_groups = []
def produce(self, node):
if type(node) is not list:
node = [node]
g_contents = ''
g_contents_list = []
first_col = ''
for i, g in enumerate(node):
v = g['value']
e = expr(self, v)
if type(e.raw_col) is ColRef:
self.raw_groups.append(e.raw_col)
e = e._expr
# if v is compound expr, create tmp cols
if type(v) is not str:
tmpcol = 't' + base62uuid(7)
self.emit(f'auto {tmpcol} = {e};')
e = tmpcol
if i == 0:
first_col = e
g_contents_list.append(e)
g_contents_decltype = [f'decltype({c})' for c in g_contents_list]
g_contents = expr.toCExpr(','.join(g_contents_list))
self.emit(f'typedef record<{expr.toCExpr(",".join(g_contents_decltype))(0)}> {self.group_type};')
self.emit(f'unordered_map<{self.group_type}, vector_type<uint32_t>, '
f'transTypes<{self.group_type}, hasher>> {self.group};')
self.n_grps = len(node)
self.scanner = scan(self, self.datasource, expr.toCExpr(first_col)()+'.size')
self.scanner.add(f'{self.group}[forward_as_tuple({g_contents(self.scanner.it_var)})].emplace_back({self.scanner.it_var});')
def consume(self, _):
self.referenced = self.datasource.rec
self.datasource.rec = None
self.scanner.finalize()
def deal_with_assumptions(self, assumption:assumption, out:TableInfo):
gscanner = scan(self, self.group)
val_var = 'val_'+base62uuid(7)
gscanner.add(f'auto &{val_var} = {gscanner.it_var}.second;')
gscanner.add(f'{self.datasource.cxt_name}->order_by<{assumption.result()}>(&{val_var});')
gscanner.finalize()
def finalize(self, cexprs, out:TableInfo):
gscanner = scan(self, self.group)
key_var = 'key_'+base62uuid(7)
val_var = 'val_'+base62uuid(7)
gscanner.add(f'auto &{key_var} = {gscanner.it_var}.first;')
gscanner.add(f'auto &{val_var} = {gscanner.it_var}.second;')
gscanner.add(';\n'.join([f'{out.columns[i].reference()}.emplace_back({ce(x=val_var, y=key_var)})' for i, ce in enumerate(cexprs)])+';')
gscanner.finalize()
self.datasource.groupinfo = None
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from engine.ast import ast_node
class join(ast_node):
name='join'
-65
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from engine.ast import ColRef, TableInfo, View, ast_node, Context
from engine.utils import base62uuid, seps
from engine.expr import expr
class order_item:
def __init__(self, name, node, order = True):
self.name = name
self.order = order
self.node = node
self.materialized = False
def materialize(self):
if not self.materialized:
self.name = expr(self.node, self.name, False).cexpr
self.materialized = True
return ('' if self.order else '-') + f'({self.name})'
def __str__(self):
return self.name
def __repr__(self):
return self.__str__()
class orderby(ast_node):
name = '_orderby'
def __init__(self, parent: "ast_node", node, context: Context = None):
self.col_list = []
super().__init__(parent, node, context)
def init(self, _):
self.datasource = self.parent.datasource
self.order = []
self.view = ''
def produce(self, node):
if type(node) is not list:
node = [node]
for n in node:
order = not ('sort' in n and n['sort'] == 'desc')
col_id = self.datasource.columns_byname[n['value']].id
col_id = col_id if order else -col_id-1
if col_id not in self.col_list:
self.col_list.append(col_id)
self.order.append(order_item(n['value'], self, order))
def merge(self, node):
self.produce(node)
def finalize(self, references):
self.order = [ o for o in self.order if o.name in references ]
def result(self, sep:str = ','):
return sep.join([f"{c}" for c in self.col_list])
class assumption(orderby):
name = '_assumption'
def __init__(self, parent: "ast_node", node, context: Context = None, exclude = []):
self.exclude = exclude
super().__init__(parent, node, context)
def produce(self, node):
if type(node) is not list:
node = [node]
[n for n in node if n not in self.exclude]
return super().produce(node)
def empty(self):
return len(self.col_list) == 0
-180
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from engine.ast import ColRef, TableInfo, ast_node, Context, include
from engine.groupby import groupby
from engine.join import join
from engine.expr import expr
from engine.orderby import assumption, orderby
from engine.scan import filter
from engine.utils import base62uuid, enlist, base62alp, has_other
from engine.ddl import create_table, outfile
import copy
class projection(ast_node):
name='select'
def __init__(self, parent:ast_node, node, context:Context = None, outname = None, disp = True):
self.disp = disp
self.outname = outname
self.group_node = None
self.assumptions = None
self.where = None
ast_node.__init__(self, parent, node, context)
def init(self, _):
if self.outname is None:
self.outname = self.context.gen_tmptable()
def produce(self, node):
p = node['select']
self.projections = p if type(p) is list else [p]
self.context.Info(node)
def spawn(self, node):
self.datasource = None
if 'from' in node:
from_clause = node['from']['table_source']
if type(from_clause) is list:
# from joins
join(self, from_clause)
elif type(from_clause) is dict:
if 'value' in from_clause:
value = from_clause['value']
if type(value) is dict:
if 'select' in value:
# from subquery
projection(self, from_clause, disp = False)
else:
# TODO: from func over table
print(f'from func over table{node}')
elif type(value) is str:
self.datasource = self.context.tables_byname[value]
if 'name' in value:
self.datasource.add_alias(value['name'])
if 'assuming' in node['from']:
self.assumptions = enlist(node['from']['assuming'])
elif type(from_clause) is str:
self.datasource = self.context.tables_byname[from_clause]
if self.datasource is None:
raise ValueError('spawn error: from clause')
if self.datasource is not None:
self.datasource_changed = True
self.prev_datasource = self.context.datasource
self.context.datasource = self.datasource
if 'where' in node:
self.where = filter(self, node['where'], True)
# self.datasource = filter(self, node['where'], True).output
# self.context.datasource = self.datasource
if 'groupby' in node:
self.group_node = groupby(self, node['groupby'])
self.datasource = copy.copy(self.datasource) # shallow copy
self.datasource.groupinfo = self.group_node
else:
self.group_node = None
def consume(self, node):
self.inv = True
disp_varname = 'd'+base62uuid(7)
has_groupby = self.group_node is not None
cexprs = []
flatten = False
cols = []
self.out_table = TableInfo('out_'+base62uuid(4), [], self.context)
if 'outfile' in node:
flatten = True
new_names = []
proj_raw_cols = []
for i, proj in enumerate(self.projections):
cname = ''
compound = False
self.datasource.rec = set()
if type(proj) is dict:
if 'value' in proj:
e = proj['value']
sname = expr(self, e)
if type(sname.raw_col) is ColRef:
proj_raw_cols.append(sname.raw_col)
sname = sname._expr
fname = expr.toCExpr(sname) # fastest access method at innermost context
absname = expr(self, e, abs_col=True)._expr # absolute name at function scope
# TODO: Make it single pass here.
compound = True # compound column
cexprs.append(fname)
cname = e if type(e) is str else ''.join([a if a in base62alp else '' for a in expr.toCExpr(absname)()])
if 'name' in proj: # renaming column by AS keyword
cname = proj['name']
new_names.append(cname)
elif type(proj) is str:
col = self.datasource.get_col_d(proj)
if type(col) is ColRef:
col.reference()
compound = compound and has_groupby and has_other(self.datasource.rec, self.group_node.referenced)
self.datasource.rec = None
typename = f'decays<decltype({absname})>'
if not compound:
typename = f'value_type<{typename}>'
cols.append(ColRef(cname, expr.toCExpr(typename)(), self.out_table, 0, None, cname, i, compound=compound))
self.out_table.add_cols(cols, False)
lineage = None
if has_groupby:
create_table(self, self.out_table) # creates empty out_table.
if self.assumptions is not None:
self.assumptions = assumption(self, self.assumptions, exclude=self.group_node.raw_groups)
if not self.assumptions.empty():
self.group_node.deal_with_assumptions(self.assumptions, self.out_table)
self.assumptions = None
self.group_node.finalize(cexprs, self.out_table)
else:
# if all assumptions in projections, treat as orderby
lineage = self.assumptions is not None and has_other(self.assumptions, proj_raw_cols)
spawn = create_table(self, self.out_table, cexprs = cexprs, lineage = lineage) # create and populate out_table.
if lineage and type(spawn.lineage) is str:
lineage = spawn.lineage
self.assumptions = orderby(self, self.assumptions) # do not exclude proj_raw_cols
else:
lineage = None
if self.where is not None:
self.where.finalize()
if type(lineage) is str:
order = 'order_' + base62uuid(6)
self.emit(f'auto {order} = {self.datasource.cxt_name}->order_by<{self.assumptions.result()}>({lineage});')
self.emit(f'{self.out_table.cxt_name}->materialize(*{order});')
self.assumptions = None
if self.assumptions is not None:
orderby_node = orderby(self, self.assumptions)
else:
orderby_node = None
if 'orderby' in node:
self.datasource = self.out_table
self.context.datasource = self.out_table # discard current ds
orderbys = node['orderby']
orderby_node = orderby(self, orderbys) if orderby_node is None else orderby_node.merge(orderbys)
if orderby_node is not None:
self.emit(f'auto {disp_varname} = {self.out_table.reference()}->order_by_view<{orderby_node.result()}>();')
else:
disp_varname = f'*{self.out_table.cxt_name}'
if self.disp:
self.emit(f'print({disp_varname});')
if flatten:
outfile(self, node['outfile'])
if self.datasource_changed:
self.context.datasource = self.prev_datasource
import sys
include(sys.modules[__name__])
-99
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from xmlrpc.client import Boolean
from engine.ast import ColRef, TableInfo, View, ast_node, Context
from engine.utils import base62uuid
from engine.expr import expr
class scan(ast_node):
name = 'scan'
def __init__(self, parent: "ast_node", node, size = None, context: Context = None, const = False):
self.type = type
self.size = size
self.const = "const " if const else ""
super().__init__(parent, node, context)
def init(self, _):
self.datasource = self.context.datasource
self.initializers = ''
self.start = ''
self.front = ''
self.body = ''
self.end = '}'
self.mode = None
self.filters = []
scan_vars = set(s.it_var for s in self.context.scans)
self.it_var = 'i' + base62uuid(2)
while(self.it_var in scan_vars):
self.it_var = 'i' + base62uuid(6)
self.parent.context.scans.append(self)
def produce(self, node):
if type(node) is ColRef:
self.colref = node
if self.size is None:
self.mode = ["col", node.table]
self.start += f'for ({self.const}auto& {self.it_var} : {node.reference()}) {{\n'
else:
self.mode = ["idx", node.table]
self.start += f"for (uint32_t {self.it_var} = 0; {self.it_var} < {node.reference()}.size; ++{self.it_var}){{\\n"
elif type(node) is str:
self.mode = ["idx", None]
self.start+= f'for({self.const}auto& {self.it_var} : {node}) {{\n'
else:
self.mode = ["idx", node] # Node is the TableInfo
self.start += f"for (uint32_t {self.it_var} = 0; {self.it_var} < {self.size}; ++{self.it_var}){{\n"
def add(self, stmt, position = "body"):
if position == "body":
self.body += stmt + '\n'
elif position == "init":
self.initializers += stmt + '\n'
else:
self.front += stmt + '\n'
def finalize(self):
for f in self.filters:
self.start += f
self.end += '}'
self.context.remove_scan(self, self.initializers + self.start + self.front + self.body + self.end)
class filter(ast_node):
name = 'filter'
def __init__(self, parent: "ast_node", node, materialize = False, context = None):
self.materialize = materialize
super().__init__(parent, node, context)
def init(self, _):
self.datasource = self.context.datasource
self.view = View(self.context, self.datasource)
self.value = None
def spawn(self, node):
# TODO: deal with subqueries
self.modified_node = node
return super().spawn(node)
def __materialize__(self):
if self.materialize:
cols = [] if self.datasource is None else self.datasource.columns
self.output = TableInfo('tn'+base62uuid(6), cols, self.context)
self.output.construct()
if type(self.value) is View: # cond filtered on tables.
self.emit(f'{self.value.name}:&{self.value.name}')
for o, c in zip(self.output.columns,self.value.table.columns):
self.emit(f'{o.cname}:{c.cname}[{self.value.name}]')
elif self.value is not None: # cond is scalar
tmpVar = 't'+base62uuid(7)
self.emit(f'{tmpVar}:{self.value}')
for o, c in zip(self.output.columns, self.datasource.columns):
self.emit(f'{o.cname}:$[{tmpVar};{c.cname};()]')
def finalize(self):
self.scanner.finalize()
def consume(self, _):
# TODO: optimizations after converting expr to cnf
self.scanner = None
for s in self.context.scans:
if self.datasource == s.mode[1]:
self.scanner = s
break
if self.scanner is None:
self.scanner = scan(self, self.datasource, self.datasource.get_size())
self.expr = expr(self, self.modified_node)
self.scanner.filters.append(f'if ({self.expr.cexpr(self.scanner.it_var)}) {{\n')
-386
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from copy import deepcopy
from typing import Dict, List
from aquery_config import have_hge
from engine.utils import base62uuid, defval
type_table: Dict[str, "Types"] = {}
class Types:
def init_any(self):
self.name : str = 'Any'
self.sqlname : str = 'Int'
self.cname : str = 'void*'
self.ctype_name : str = "types::NONE"
self.null_value = 0
self.priority : int= 0
self.cast_to_dict = dict()
self.cast_from_dict = dict()
def __init__(self, priority = 0, *,
name = None, cname = None, sqlname = None,
ctype_name = None, null_value = None,
fp_type = None, long_type = None, is_fp = False,
cast_to = None, cast_from = None
):
self.is_fp = is_fp
if name is None:
self.init_any()
else:
self.name = name
self.cname = defval(cname, name.lower() + '_t')
self.sqlname = defval(sqlname, name.upper())
self.ctype_name = defval(ctype_name, f'types::{name.upper()}')
self.null_value = defval(null_value, 0)
self.cast_to_dict = defval(cast_to, dict())
self.cast_from_dict = defval(cast_from, dict())
self.priority = priority
self.long_type = defval(long_type, self)
self.fp_type = defval(fp_type, self)
global type_table
type_table[name] = self
def cast_to(self, ty : "Types"):
if ty in self.cast_to_dict:
return self.cast_to_dict[ty.name](ty)
else:
raise Exception(f'Illeagal cast: from {self.name} to {ty.name}.')
def cast_from(self, ty : "Types"):
if ty in self.cast_from_dict:
return self.cast_from_dict[ty.name](ty)
else:
raise Exception(f'Illeagal cast: from {ty.name} to {self.name}.')
def __call__(self, args):
arg_str = ', '.join([a.__str__() for a in args])
ret = deepcopy(self)
ret.sqlname = self.sqlname + f'({arg_str})'
return ret
def __repr__(self) -> str:
return self.sqlname
def __str__(self) -> str:
return self.sqlname
@staticmethod
def decode(aquery_type : str, vector_type:str = 'vector_type') -> "Types":
if (aquery_type.lower().startswith('vec')):
return VectorT(Types.decode(aquery_type[3:]), vector_type)
return type_table[aquery_type.lower()]
class TypeCollection:
def __init__(self, sz, deftype, fptype = None, utype = None, *, collection = None) -> None:
self.size = sz
self.type = deftype
self.fptype = fptype
self.utype = utype
self.all_types = [deftype]
if fptype is not None:
self.all_types.append(fptype)
if utype is not None:
self.all_types.append(utype)
if collection is not None:
for ty in collection:
self.all_types.append(ty)
type_table = dict()
AnyT = Types(-1)
LazyT = Types(240, name = 'Lazy', cname = '', sqlname = '', ctype_name = '')
DateT = Types(200, name = 'DATE', cname = 'types::date_t', sqlname = 'DATE', ctype_name = 'types::ADATE')
TimeT = Types(201, name = 'TIME', cname = 'types::time_t', sqlname = 'TIME', ctype_name = 'types::ATIME')
TimeStampT = Types(202, name = 'TIMESTAMP', cname = 'types::timestamp_t', sqlname = 'TIMESTAMP', ctype_name = 'ATIMESTAMP')
DoubleT = Types(17, name = 'double', cname='double', sqlname = 'DOUBLE', is_fp = True)
LDoubleT = Types(18, name = 'long double', cname='long double', sqlname = 'LDOUBLE', is_fp = True)
FloatT = Types(16, name = 'float', cname = 'float', sqlname = 'REAL',
long_type = DoubleT, is_fp = True)
HgeT = Types(9, name = 'int128',cname='__int128_t', sqlname = 'HUGEINT', fp_type = DoubleT)
UHgeT = Types(10, name = 'uint128', cname='__uint128_t', sqlname = 'HUGEINT', fp_type = DoubleT)
LongT = Types(4, name = 'int64', sqlname = 'BIGINT', fp_type = DoubleT)
BoolT = Types(0, name = 'bool', cname='bool', sqlname = 'BOOL', long_type=LongT, fp_type=FloatT)
ByteT = Types(1, name = 'int8', sqlname = 'TINYINT', long_type=LongT, fp_type=FloatT)
ShortT = Types(2, name = 'int16', sqlname='SMALLINT', long_type=LongT, fp_type=FloatT)
IntT = Types(3, name = 'int', cname = 'int', long_type=LongT, fp_type=FloatT)
ULongT = Types(8, name = 'uint64', sqlname = 'UINT64', fp_type=DoubleT)
UIntT = Types(7, name = 'uint32', sqlname = 'UINT32', long_type=ULongT, fp_type=FloatT)
UShortT = Types(6, name = 'uint16', sqlname = 'UINT16', long_type=ULongT, fp_type=FloatT)
UByteT = Types(5, name = 'uint8', sqlname = 'UINT8', long_type=ULongT, fp_type=FloatT)
StrT = Types(200, name = 'str', cname = 'string_view', sqlname='TEXT', ctype_name = 'types::ASTR')
TextT = Types(200, name = 'text', cname = 'string_view', sqlname='TEXT', ctype_name = 'types::ASTR')
VarcharT = Types(200, name = 'varchar', cname = 'string_view', sqlname='VARCHAR', ctype_name = 'types::ASTR')
VoidT = Types(200, name = 'void', cname = 'void', sqlname='Null', ctype_name = 'types::None')
class VectorT(Types):
def __init__(self, inner_type : Types, vector_type:str = 'vector_type'):
self.inner_type = inner_type
self.vector_type = vector_type
@property
def name(self) -> str:
return f'{self.vector_type}<{self.inner_type.name}>'
@property
def sqlname(self) -> str:
return 'HUGEINT' # Store vector_type into 16 bit integers
@property
def cname(self) -> str:
return f'{self.vector_type}<{self.inner_type.cname}>'
@property
def fp_type(self) -> Types:
return VectorT(self.inner_type.fp_type, self.vector_type)
@property
def long_type(self):
return VectorT(self.inner_type.long_type, self.vector_type)
def _ty_make_dict(fn : str, *ty : Types):
return {eval(fn):t for t in ty}
int_types : Dict[str, Types] = _ty_make_dict('t.sqlname.lower()', LongT, ByteT, ShortT, IntT)
uint_types : Dict[str, Types] = _ty_make_dict('t.sqlname.lower()', ULongT, UByteT, UShortT, UIntT)
fp_types : Dict[str, Types] = _ty_make_dict('t.sqlname.lower()', FloatT, DoubleT)
temporal_types : Dict[str, Types] = _ty_make_dict('t.sqlname.lower()', DateT, TimeT, TimeStampT)
builtin_types : Dict[str, Types] = {
'string' : StrT,
**_ty_make_dict('t.sqlname.lower()', AnyT, TextT, VarcharT, HgeT),
**int_types, **fp_types, **temporal_types}
def get_int128_support():
for t in int_types.values():
t.long_type = HgeT
for t in uint_types.values():
t.long_type = UHgeT
int_types['int128'] = HgeT
uint_types['uint128'] = UHgeT
def revert_int128_support():
for t in int_types.values():
t.long_type = LongT
for t in uint_types.values():
t.long_type = ULongT
int_types.pop('int128', None)
uint_types.pop('uint128', None)
type_bylength : Dict[int, TypeCollection] = {}
type_bylength[1] = TypeCollection(1, ByteT)
type_bylength[2] = TypeCollection(2, ShortT)
type_bylength[4] = TypeCollection(4, IntT, FloatT)
type_bylength[8] = TypeCollection(8, LongT, DoubleT, collection=[AnyT])
class OperatorBase:
def extending_type(ops:Types):
return ops.long_type
def fraction_type (ops:Types):
return ops.fp_type
def __init__(self, opname, n_ops, return_fx, * ,
optypes = None, cname = None, sqlname = None,
call = None):
self.name = opname
self.cname = defval(cname, opname)
self.sqlname = defval(sqlname, opname.upper())
self.n_ops = n_ops
self.optypes = optypes
self.return_type = defval(return_fx, lambda: self.optypes[0])
self.call = defval(call, lambda _, c_code = False, *args:
f'{self.cname if c_code else self.sqlname}({", ". join(args)})')
def __call__(self, c_code = False, *args) -> str:
return self.call(self, c_code, *args)
def get_return_type(self, *inputs):
return self.return_type(*inputs)
def __repr__(self) -> str:
return self.name
def __str__(self) -> str:
return self.name
# TODO: Type checks, Type catagories, e.g.: value type, etc.
# return type deduction
def auto_extension(*args : Types) -> Types:
final_type = AnyT
is_fp = False
for a in args:
if not is_fp and a.is_fp:
is_fp = True
final_type = final_type.fp_type
elif is_fp:
a = a.fp_type
final_type = a if a.priority > final_type.priority else final_type
return final_type
def auto_extension_int(*args : Types) -> Types:
final_type = AnyT
for a in args:
final_type = a if a.priority > final_type.priority else final_type
return final_type
def ty_clamp(fn, l:int = None, r:int = None):
return lambda *args : fn(*args[l: r])
def logical(*_ : Types) -> Types:
return ByteT
def int_return(*_ : Types) -> Types:
return IntT
def long_return(*_ : Types) -> Types:
return LongT.long_type
def lfp_return(*_ : Types) -> Types:
return LongT.fp_type
def pack_return(*args : Types) -> Types:
if len(args) == 0:
raise ValueError('0 arguments in pack expression')
inner_ty = args[0]
for a in args:
if a != inner_ty:
raise ValueError('pack expression with different types')
if isinstance(inner_ty, VectorT):
print('warning: packing vector types')
inner_ty = inner_ty.inner_type
return VectorT(args[0])
def as_is (t: Types) -> Types:
return t
def fp (fx):
return lambda *args : fx(*args).fp_type
def ext (fx):
return lambda *args : fx(*args).long_type
# operator call behavior
def binary_op_behavior(op:OperatorBase, c_code, *xs):
name = op.cname if c_code else op.sqlname
return f'({f" {name} ".join(xs)})'
def unary_op_behavior(op:OperatorBase, c_code, x):
name = op.cname if c_code else op.sqlname
return f'({name} {x})'
def fn_behavior(op:OperatorBase, c_code, *x):
name = op.cname if c_code else op.sqlname
return f'{name}({", ".join([f"{xx}" for xx in x])})'
def count_behavior(op:OperatorBase, c_code, x, distinct = False):
if not c_code:
return f'{op.sqlname}({"distinct " if distinct else ""}{x})'
elif distinct:
return f'({x}).distinct_size()'
else:
return '{count()}'
def distinct_behavior(op:OperatorBase, c_code, x):
if not c_code:
return f'{op.sqlname}({x})'
else:
return f'({x}).distinct()'
def windowed_fn_behavor(op: OperatorBase, c_code, *x):
if not c_code:
return f'{op.sqlname}({", ".join([f"{xx}" for xx in x])})'
else:
name = op.cname if len(x) == 1 else op.cname[:-1] + 'w'
return f'{name}({", ".join([f"{xx}" for xx in x])})'
def pack_behavior(op: OperatorBase, c_code, *x):
if len(x) == 0:
raise ValueError('0 arguments in pack expression')
if not c_code:
return f'{op.sqlname}({", ".join([f"{xx}" for xx in x])})'
else:
return f'decltype({x[0]})::pack({len(x)}, {", ".join([f"{xx}.s()" for xx in x])})'
# arithmetic
opadd = OperatorBase('add', 2, auto_extension, cname = '+', sqlname = '+', call = binary_op_behavior)
# monetdb wont extend int division to fp type
# opdiv = OperatorBase('div', 2, fp(auto_extension), cname = '/', sqlname = '/', call = binary_op_behavior)
opdiv = OperatorBase('div', 2, auto_extension, cname = '/', sqlname = '/', call = binary_op_behavior)
opmul = OperatorBase('mul', 2, auto_extension, cname = '*', sqlname = '*', call = binary_op_behavior)
opsub = OperatorBase('sub', 2, auto_extension, cname = '-', sqlname = '-', call = binary_op_behavior)
opmod = OperatorBase('mod', 2, auto_extension_int, cname = '%', sqlname = '%', call = binary_op_behavior)
opneg = OperatorBase('neg', 1, as_is, cname = '-', sqlname = '-', call = unary_op_behavior)
# logical
opand = OperatorBase('and', 2, logical, cname = '&&', sqlname = ' AND ', call = binary_op_behavior)
opor = OperatorBase('or', 2, logical, cname = '||', sqlname = ' OR ', call = binary_op_behavior)
opxor = OperatorBase('xor', 2, logical, cname = '^', sqlname = ' XOR ', call = binary_op_behavior)
opgt = OperatorBase('gt', 2, logical, cname = '>', sqlname = '>', call = binary_op_behavior)
oplt = OperatorBase('lt', 2, logical, cname = '<', sqlname = '<', call = binary_op_behavior)
opgte = OperatorBase('gte', 2, logical, cname = '>=', sqlname = '>=', call = binary_op_behavior)
oplte = OperatorBase('lte', 2, logical, cname = '<=', sqlname = '<=', call = binary_op_behavior)
opneq = OperatorBase('neq', 2, logical, cname = '!=', sqlname = '!=', call = binary_op_behavior)
opeq = OperatorBase('eq', 2, logical, cname = '==', sqlname = '=', call = binary_op_behavior)
opnot = OperatorBase('not', 1, logical, cname = '!', sqlname = 'NOT', call = unary_op_behavior)
opdistinct = OperatorBase('distinct', 1, as_is, cname = '.distinct()', sqlname = 'distinct', call = distinct_behavior)
# functional
fnprev = OperatorBase('prev', 1, as_is, cname = 'prev', sqlname = 'PREV', call = fn_behavior)
fnnext = OperatorBase('next', 1, as_is, cname = 'aggnext', sqlname = 'NEXT', call = fn_behavior)
fnmax = OperatorBase('max', 1, as_is, cname = 'max', sqlname = 'MAX', call = fn_behavior)
fnmin = OperatorBase('min', 1, as_is, cname = 'min', sqlname = 'MIN', call = fn_behavior)
fndeltas = OperatorBase('deltas', 1, as_is, cname = 'deltas', sqlname = 'DELTAS', call = fn_behavior)
fnratios = OperatorBase('ratios', [1, 2], fp(ty_clamp(as_is, -1)), cname = 'ratios', sqlname = 'RATIOS', call = windowed_fn_behavor)
fnlast = OperatorBase('last', 1, as_is, cname = 'last', sqlname = 'LAST', call = fn_behavior)
fnfirst = OperatorBase('first', 1, as_is, cname = 'frist', sqlname = 'FRIST', call = fn_behavior)
#fnsum = OperatorBase('sum', 1, ext(auto_extension), cname = 'sum', sqlname = 'SUM', call = fn_behavior)
#fnavg = OperatorBase('avg', 1, fp(ext(auto_extension)), cname = 'avg', sqlname = 'AVG', call = fn_behavior)
fnsum = OperatorBase('sum', 1, long_return, cname = 'sum', sqlname = 'SUM', call = fn_behavior)
fnavg = OperatorBase('avg', 1, lfp_return, cname = 'avg', sqlname = 'AVG', call = fn_behavior)
fnvar = OperatorBase('var', 1, lfp_return, cname = 'var', sqlname = 'VAR_POP', call = fn_behavior)
fnstd = OperatorBase('stddev', 1, lfp_return, cname = 'stddev', sqlname = 'STDDEV_POP', call = fn_behavior)
fnmaxs = OperatorBase('maxs', [1, 2], ty_clamp(as_is, -1), cname = 'maxs', sqlname = 'MAXS', call = windowed_fn_behavor)
fnmins = OperatorBase('mins', [1, 2], ty_clamp(as_is, -1), cname = 'mins', sqlname = 'MINS', call = windowed_fn_behavor)
fnsums = OperatorBase('sums', [1, 2], ext(ty_clamp(auto_extension, -1)), cname = 'sums', sqlname = 'SUMS', call = windowed_fn_behavor)
fnavgs = OperatorBase('avgs', [1, 2], fp(ext(ty_clamp(auto_extension, -1))), cname = 'avgs', sqlname = 'AVGS', call = windowed_fn_behavor)
fnvars = OperatorBase('vars', [1, 2], fp(ext(ty_clamp(auto_extension, -1))), cname = 'vars', sqlname = 'VARS', call = windowed_fn_behavor)
fnstds = OperatorBase('stddevs', [1, 2], fp(ext(ty_clamp(auto_extension, -1))), cname = 'stddevs', sqlname = 'STDDEVS', call = windowed_fn_behavor)
fncnt = OperatorBase('count', 1, int_return, cname = 'count', sqlname = 'COUNT', call = count_behavior)
fnpack = OperatorBase('pack', -1, pack_return, cname = 'pack', sqlname = 'PACK', call = pack_behavior)
# special
def is_null_call_behavior(op:OperatorBase, c_code : bool, x : str):
if c_code :
return f'{x} == nullval<decays<decltype({x})>>'
else :
return f'{x} IS NULL'
spnull = OperatorBase('missing', 1, logical, cname = "", sqlname = "", call = is_null_call_behavior)
# cstdlib
# If in aggregation functions, using monetdb builtins. If in nested agg, inside udfs, using cstdlib.
fntrunc = OperatorBase('truncate', 2, ty_clamp(as_is, 0, 1), cname = 'truncate', sqlname = 'TRUNCATE', call = fn_behavior)
fnsqrt = OperatorBase('sqrt', 1, lambda *_ : DoubleT, cname = 'sqrt', sqlname = 'SQRT', call = fn_behavior)
fnlog = OperatorBase('log', 2, lambda *_ : DoubleT, cname = 'log', sqlname = 'LOG', call = fn_behavior)
fnsin = OperatorBase('sin', 1, lambda *_ : DoubleT, cname = 'sin', sqlname = 'SIN', call = fn_behavior)
fncos = OperatorBase('cos', 1, lambda *_ : DoubleT, cname = 'cos', sqlname = 'COS', call = fn_behavior)
fntan = OperatorBase('tan', 1, lambda *_ : DoubleT, cname = 'tan', sqlname = 'TAN', call = fn_behavior)
fnpow = OperatorBase('pow', 2, lambda *_ : DoubleT, cname = 'pow', sqlname = 'POW', call = fn_behavior)
# type collections
def _op_make_dict(*items : OperatorBase):
return { i.name: i for i in items}
#binary op
builtin_binary_arith = _op_make_dict(opadd, opdiv, opmul, opsub, opmod)
builtin_binary_logical = _op_make_dict(opand, opor, opxor, opgt, oplt,
opgte, oplte, opneq, opeq)
builtin_binary_ops = {**builtin_binary_arith, **builtin_binary_logical}
#unary op
builtin_unary_logical = _op_make_dict(opnot)
builtin_unary_arith = _op_make_dict(opneg)
builtin_unary_special = _op_make_dict(spnull, opdistinct)
# functions
builtin_cstdlib = _op_make_dict(fnsqrt, fnlog, fnsin, fncos, fntan, fnpow)
builtin_aggfunc = _op_make_dict(fnmax, fnmin, fnsum, fnavg,
fnlast, fnfirst, fncnt, fnvar, fnstd)
builtin_vecfunc = _op_make_dict(fnmaxs,
fnmins, fndeltas, fnratios, fnsums, fnavgs,
fnpack, fntrunc, fnprev, fnnext, fnvars, fnstds)
builtin_vecfunc = {**builtin_vecfunc, **builtin_cstdlib}
builtin_func = {**builtin_vecfunc, **builtin_aggfunc}
user_module_func = {}
builtin_operators : Dict[str, OperatorBase] = {**builtin_binary_arith, **builtin_binary_logical,
**builtin_unary_arith, **builtin_unary_logical, **builtin_unary_special, **builtin_func, **builtin_cstdlib,
**user_module_func}
type_table = {**builtin_types, **type_table}
# Additional Aliases for type names
type_table['boolean'] = BoolT
-192
View File
@@ -1,192 +0,0 @@
import uuid
from collections import OrderedDict
from collections.abc import Mapping, MutableMapping
lower_alp = 'abcdefghijklmnopqrstuvwxyz'
upper_alp = 'ABCDEFGHIJKLMNOPQRSTUVWXYZ'
nums = '0123456789'
base62alp = nums + lower_alp + upper_alp
reserved_monet = ['month']
session_context = None
class CaseInsensitiveDict(MutableMapping):
def __init__(self, data=None, **kwargs):
self._store = OrderedDict()
if data is None:
data = {}
self.update(data, **kwargs)
def __setitem__(self, key, value):
# Use the lowercased key for lookups, but store the actual
# key alongside the value.
self._store[key.lower()] = (key, value)
def __getitem__(self, key):
return self._store[key.lower()][1]
def __delitem__(self, key):
del self._store[key.lower()]
def __iter__(self):
return (casedkey for casedkey, mappedvalue in self._store.values())
def __len__(self):
return len(self._store)
def lower_items(self):
"""Like iteritems(), but with all lowercase keys."""
return ((lowerkey, keyval[1]) for (lowerkey, keyval) in self._store.items())
def __eq__(self, other):
if isinstance(other, Mapping):
other = CaseInsensitiveDict(other)
else:
return NotImplemented
# Compare insensitively
return dict(self.lower_items()) == dict(other.lower_items())
# Copy is required
def copy(self):
return CaseInsensitiveDict(self._store.values())
def __repr__(self):
return str(dict(self.items()))
def base62uuid(crop=8):
_id = uuid.uuid4().int
ret = ''
while _id:
ret = base62alp[_id % 62] + ret
_id //= 62
return ret[:crop] if len(ret) else '0'
def get_legal_name(name, lower = True):
if name is not None:
if lower:
name = name.lower()
name = ''.join([n for n in name if n in base62alp or n == '_'])
if name is None or len(name) == 0 or set(name) == set('_'):
name = base62uuid(8)
if(name[0] in nums):
name = '_' + name
return name
def check_legal_name(name):
all_underscores = True
for c in name:
if c not in base62alp and c != '_':
return False
if c != '_':
all_underscores = False
if all_underscores:
return False
if name[0] in nums:
return False
return True
def enlist(l):
return l if type(l) is list else [l]
def seps(s, i, l):
return s if i < len(l) - 1 else ''
def has_other(a, b):
for ai in a:
if ai not in b:
return True
return False
def defval(val, default):
return default if val is None else val
# escape must be readonly
from typing import Mapping, Set
def remove_last(pattern : str, string : str, escape : Set[str] = set()) -> str:
idx = string.rfind(pattern)
if idx == -1:
return string
else:
if set(string[idx:]).difference(escape):
return string
else:
return string[:idx] + string[idx+1:]
class _Counter:
def __init__(self, cnt):
self.cnt = cnt
def inc(self, cnt = 1):
self.cnt += cnt
cnt = self.cnt - cnt
return cnt
import re
ws = re.compile(r'\s+')
import os
def add_dll_dir(dll: str):
import sys
if sys.version_info.major >= 3 and sys.version_info.minor >7 and os.name == 'nt':
os.add_dll_directory(dll)
else:
os.environ['PATH'] = os.path.abspath(dll) + os.pathsep + os.environ['PATH']
nullstream = open(os.devnull, 'w')
def clamp(val, minval, maxval):
return min(max(val, minval), maxval)
def escape_qoutes(string : str):
return re.sub(r'^\'', r'\'',re.sub(r'([^\\])\'', r'\1\'', string))
def get_innermost(sl):
if sl and type(sl) is dict:
if 'literal' in sl and type(sl['literal']) is str:
return f"'{get_innermost(sl['literal'])}'"
return get_innermost(next(iter(sl.values()), None))
elif sl and type(sl) is list:
return get_innermost(sl[0])
else:
return sl
def send_to_server(payload : str):
from prompt import PromptState
cxt : PromptState = session_context
if cxt is None:
raise RuntimeError("Error! no session specified.")
else:
from ctypes import c_char_p
cxt.payload = (c_char_p*1)(c_char_p(bytes(payload, 'utf-8')))
cxt.cfg.has_dll = 0
cxt.send(1, cxt.payload)
cxt.set_ready()
def get_storedproc(name : str):
from prompt import PromptState, StoredProcedure
cxt : PromptState = session_context
if cxt is None:
raise RuntimeError("Error! no session specified.")
else:
ret : StoredProcedure = cxt.get_storedproc(bytes(name, 'utf-8'))
if (
ret.name and
ret.name.decode('utf-8') != name
):
print(f'Procedure {name} mismatch in server {ret.name.value}')
return None
else:
return ret
def execute_procedure(proc):
pass