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logic_row.py
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503 lines (453 loc) · 22.6 KB
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import sqlalchemy
from sqlalchemy.ext.declarative import base
from sqlalchemy.engine.reflection import Inspector
from sqlalchemy.orm import object_mapper, session, relationships
import python_rules
from python_rules.rule_bank.rule_bank import RuleBank
from sqlalchemy.ext.declarative import declarative_base
# from python_rules.exec_row_logic.parent_role_adjuster import ParentRoleAdjuster
from python_rules.rule_bank import rule_bank_withdraw
from python_rules.rule_type.constraint import Constraint
from python_rules.rule_type.formula import Formula
from python_rules.rule_type.row_event import EarlyRowEvent
class LogicRow:
"""
Wraps row and old_row, plus methods for insert, update and delete - rule enforcement
Passed to user logic, mainly to make updates - with logic, for example
row = sqlalchemy read
logic_row.update(row=row, msg="my log message")
Additional instance variables: ins_upd_dlt, nest_level, session, etc.
Helper Methods (get_parent_logic_row(role_name), log, etc)
Called client, from before_flush listeners, and here for parent/child chaining
"""
def __init__(self, row: base, old_row: base, ins_upd_dlt: str, nest_level: int,
a_session: session, row_sets: object):
"""
Note adds self to row_sets (if supplied), for later commit-phase logic
"""
self.session = a_session
self.row = row # type(base)
""" mapped row """
self.old_row = old_row
""" old mapped row """
self.ins_upd_dlt = ins_upd_dlt
self.ins_upd_dlt_initial = ins_upd_dlt # order inserted, then adjusted
self.nest_level = nest_level
self.reason = "?" # set by insert, update and delete
""" if starts with cascade, triggers cascade processing """
self.row_sets = row_sets
if row_sets is not None: # eg, for debug as in upd_order_shipped test
row_sets.add_processed(logic_row=self)
rb = RuleBank()
self.rb = rb
self.session = rb._session
self.engine = rb._engine
self.some_base = declarative_base()
self.name = type(self.row).__name__
self.table_meta = row.metadata.tables[type(self.row).__name__]
self.inspector = Inspector.from_engine(self.engine)
def __str__(self):
result = ".."
for x in range(self.nest_level):
result += ".."
result += self.row.__tablename__ + "["
my_meta = self.table_meta
key_cols = my_meta.primary_key.columns.keys()
is_first = True
for each_key_col in key_cols:
if not is_first:
result += " | "
is_first = False
value = getattr(self.row, each_key_col)
if isinstance(value, str):
result += value
else:
result += str(value)
result += "]: "
cols = self.row.__table__.columns
sorted_cols = sorted(cols, key=lambda col: col.name)
is_first = True
for each_col in sorted_cols:
each_col_name = each_col.name
if not is_first:
result += ", "
is_first = False
if each_col_name == "Idxx":
print("Debug Stop here")
value = getattr(self.row, each_col_name)
result += each_col_name + ": "
old_value = value
if self.old_row is not None:
old_value = getattr(self.old_row, each_col_name)
if value != old_value:
result += ' [' + str(old_value) + '-->] '
if isinstance(value, str):
result += value
else:
result += str(value)
result += f' row@: {str(hex(id(self.row)))}'
return result # str(my_dict)
def log(self, msg: str):
"""
prints to logic_logger: row/old_row, indented, inserting msg
"""
output = str(self)
output = output.replace("]:", "] {" + msg + "}", 1)
python_rules.logic_logger.debug(output) # more on this later
def log_engine(self, msg: str):
"""
prints to engine_logger: row/old_row, indented, inserting msg
"""
output = str(self)
output = output.replace("]:", "] {" + msg + "}", 1)
python_rules.engine_logger.debug(output)
def make_copy(self, a_row: base) -> base:
result_class = a_row.__class__
result = result_class()
row_mapper = object_mapper(a_row)
for each_attr in row_mapper.columns: # note skips parent references
setattr(result, each_attr.key, getattr(a_row, each_attr.key))
return result
def get_parent_logic_row(self, role_name: str, from_row: base = None) -> 'LogicRow':
""" get parent *and* set parent accessor """
row = self.row
if from_row is not None:
row = from_row
debug_set_parents_for_inserts = True # interim, for debug (this failed once, keeping watch)
parent_row = None
if hasattr(row, role_name): # for client updates, old is obj_view, not base
parent_row = getattr(row, role_name)
if parent_row is None:
my_mapper = object_mapper(self.row)
role_def = my_mapper.relationships.get(role_name)
if role_def is None:
raise Exception(f"FIXME invalid role name {role_name}")
parent_key = {}
for each_child_col, each_parent_col in role_def.local_remote_pairs:
parent_key[each_parent_col.name] = getattr(row, each_child_col.name)
parent_class = role_def.entity.class_
# https://docs.sqlalchemy.org/en/13/orm/query.html#the-query-object
parent_row = self.session.query(parent_class).get(parent_key)
if self.ins_upd_dlt == "upd" or debug_set_parents_for_inserts: # eg, add order - don't tell sqlalchemy to add cust
setattr(row, role_name, parent_row)
old_parent = self.make_copy(parent_row)
parent_logic_row = LogicRow(row=parent_row, old_row=old_parent, ins_upd_dlt="*", nest_level=1 + self.nest_level,
a_session=self.session, row_sets=self.row_sets)
return parent_logic_row
def early_row_events(self):
self.log_engine("early_events")
early_row_events = rule_bank_withdraw.generic_rules_of_class(EarlyRowEvent)
for each_row_event in early_row_events:
each_row_event.execute(self)
early_row_events = rule_bank_withdraw.rules_of_class(self, EarlyRowEvent)
for each_row_event in early_row_events:
each_row_event.execute(self)
def copy_rules(self):
""" runs copy rules (get parent values) """
copy_rules = rule_bank_withdraw.copy_rules(self)
for role_name, copy_rules_for_table in copy_rules.items():
logic_row = self
if logic_row.ins_upd_dlt == "ins" or \
logic_row.is_different_parent(parent_role_name=role_name):
self.log("copy_rules for role: " + role_name)
parent_logic_row = logic_row.get_parent_logic_row(role_name)
for each_copy_rule in copy_rules_for_table: # TODO consider orphans
each_copy_rule.execute(logic_row, parent_logic_row)
def get_parent_role_def(self, parent_role_name: str):
""" returns sqlalchemy role_def """
my_mapper = object_mapper(self.row)
role_def = my_mapper.relationships.get(parent_role_name)
if role_def is None:
raise Exception(f"FIXME invalid role name {parent_role_name}")
return role_def
def get_child_role(self, parent_role_name) -> str:
""" given parent_role_name, return child_role_name """
parent_mapper = object_mapper(self.row) # , eg, Order cascades ShippedDate => OrderDetailList
parent_relationships = parent_mapper.relationships
found = False
for each_parent_relationship in parent_relationships: # eg, order has parents cust & emp, child orderdetail
if each_parent_relationship.direction == sqlalchemy.orm.interfaces.ONETOMANY: # cust, emp
each_parent_role_name = each_parent_relationship.back_populates # eg, OrderList
if each_parent_role_name == parent_role_name:
child_role_name = each_parent_relationship.key
return child_role_name
raise Exception("unable to find child role corresponding to: " + parent_role_name)
def cascade_delete_children(self):
"""
Find child relationships that are cascade delete, and delete the children.
This recursive descent is required to adjust dependent sums/counts.
"""
parent_mapper = object_mapper(self.row)
my_relationships = parent_mapper.relationships
for each_relationship in my_relationships: # eg, cust has child OrderDetail
if each_relationship.direction == sqlalchemy.orm.interfaces.ONETOMANY: # eg, OrderDetail
child_role_name = each_relationship.key # eg, OrderList
if each_relationship.cascade.delete:
child_rows = getattr(self.row, child_role_name)
for each_child_row in child_rows:
old_child = self.make_copy(each_child_row)
each_child_logic_row = LogicRow(row=each_child_row,
old_row=old_child,
ins_upd_dlt="dlt",
nest_level=1 + self.nest_level,
a_session=self.session,
row_sets=self.row_sets)
each_child_logic_row.delete(reason="Cascade Delete - " + child_role_name)
def cascade_to_children(self):
"""
Child Formulas can reference (my) Parent Attributes, so...
If the *referenced* Parent Attributes are changed, cascade to child
Setting update_msg to denote parent_role
This will cause each child to recompute all formulas referencing that role
eg,
OrderDetail.ShippedDate = Order.ShippedDate, so....
Order cascades changed ShippedDate => OrderDetailList
"""
referring_children = rule_bank_withdraw.get_referring_children(parent_logic_row=self)
for each_parent_role_name in referring_children: # children that reference me
parent_attributes = referring_children[each_parent_role_name]
do_cascade = False
cascading_attribute_name = ""
for each_parent_attribute in parent_attributes:
value = getattr(self.row, each_parent_attribute)
old_value = getattr(self.old_row, each_parent_attribute)
if value != old_value:
do_cascade = True
cascading_attribute_name = each_parent_attribute
break
if do_cascade: # eg, Order cascades ShippedDate => OrderDetailList
child_role_name = self.get_child_role(each_parent_role_name)
reason = "Cascading " + each_parent_role_name + \
"." + cascading_attribute_name + " (,...)"
child_rows = getattr(self.row, child_role_name)
for each_child_row in child_rows:
old_child = self.make_copy(each_child_row)
each_logic_row = LogicRow(row=each_child_row, old_row=old_child, ins_upd_dlt="upd",
nest_level=1 + self.nest_level,
a_session=self.session, row_sets=self.row_sets)
each_logic_row.update(reason=reason)
def is_parent_cascading(self, parent_role_name: str):
""" if so (check self.reason), we must not prune referencing formulae """
result = False
update_reason = self.reason
if update_reason.startswith("Cascading "):
target = update_reason[10:]
words = target.split('.')
cascading_parent_role_name = words[0]
if cascading_parent_role_name == parent_role_name:
result = True
return result
def is_different_parent(self, parent_role_name: str) -> bool:
""" return True if any changes to foreign key fields of parent_role_name"""
role_def = self.get_parent_role_def(parent_role_name=parent_role_name)
row = self.row
old_row = self.old_row
if old_row is None:
return True
else:
for each_child_col, each_parent_col in role_def.local_remote_pairs:
each_child_col_name = each_child_col.key
if getattr(row, each_child_col_name) != getattr(old_row, each_child_col_name):
return True
return False
def is_formula_pruned(self, formula: Formula) -> bool:
"""
Prune Conservatively:
* if delete, or
* has parent refs & no dependencies changed (skip parent read)
e.g. always execute formulas with no dependencies
"""
result_prune = True
row = self.row
old_row = self.old_row
if self.ins_upd_dlt == "ins":
result_prune = False
elif self.ins_upd_dlt == "dlt":
result_prune = True
else:
is_parent_changed = False
is_dependent_changed = False
for each_dependency in formula._dependencies:
column = each_dependency
if '.' in column:
role_name = column.split(".")[0]
if self.is_different_parent(parent_role_name=role_name):
is_parent_changed = True
break
if self.is_parent_cascading(role_name):
is_parent_changed = True
break
else:
if getattr(row, column) != getattr(old_row, column):
is_dependent_changed = True
break
result_prune = not (is_parent_changed or is_dependent_changed)
if result_prune:
self.log("Prune Formula: " + formula._column +
" [" + str(formula._dependencies) + "]")
return result_prune
def formula_rules(self):
""" execute un-pruned formulae, in dependency order """
self.log_engine("formula_rules")
formula_rules = rule_bank_withdraw.rules_of_class(self, Formula)
formula_rules.sort(key=lambda formula: formula._exec_order)
for each_formula in formula_rules:
if not self.is_formula_pruned(each_formula):
each_formula.execute(self)
def constraints(self):
""" execute constraints (throw error if one fails) """
# self.log("constraints")
constraint_rules = rule_bank_withdraw.rules_of_class(self, Constraint)
for each_constraint in constraint_rules:
each_constraint.execute(self)
def load_parents(self):
""" sqlalchemy lazy does not work for inserts... do it here...
1. RI would require the sql anyway
2. Provide a consistent model - your parents are always there for you
- eg, see add_order event rule - references {sales_rep.Manager.FirstName}
"""
def is_foreign_key_null(relationship: sqlalchemy.orm.relationships):
child_columns = relationship.local_columns
for each_child_column in child_columns:
each_child_column_name = each_child_column.name
if getattr(self.row, each_child_column_name) is None:
return True
return False
child_mapper = object_mapper(self.row)
my_relationships = child_mapper.relationships
for each_relationship in my_relationships: # eg, order has parents cust & emp, child orderdetail
if each_relationship.direction == sqlalchemy.orm.interfaces.MANYTOONE: # cust, emp
parent_role_name = each_relationship.key # eg, OrderList
if is_foreign_key_null(each_relationship) is False:
# continue
self.get_parent_logic_row(parent_role_name) # sets the accessor
return self
def adjust_parent_aggregates(self):
"""
Chain to parents - adjust aggregates (sums, counts)
Objective: 1 (one) update per role, for N aggregates along that role.
For each child-to-parent role,
For each aggregate along that role
execute sum (etc) logic which set parent_adjustor (as req'd)
use parent_adjustor to save altered parent (iff req'd)
"""
# self.log("adjust_parent_aggregates")
aggregate_rules = rule_bank_withdraw.aggregate_rules(child_logic_row=self)
for each_parent_role, each_aggr_list in aggregate_rules.items():
# print(each_parent_role)
parent_adjuster = ParentRoleAdjuster(child_logic_row=self,
parent_role_name=each_parent_role)
for each_aggregate in each_aggr_list:
each_aggregate.adjust_parent(parent_adjuster) # adjusts each_parent iff req'd
parent_adjuster.save_altered_parents()
def user_row_update(self, row: base, ins_upd_dlt: str) -> 'LogicRow':
result_logic_row = LogicRow(row = row,
old_row = self.make_copy(row),
nest_level=self.nest_level+1,
a_session=self.session,
row_sets=self.row_sets,
ins_upd_dlt=ins_upd_dlt)
return result_logic_row
def update(self, reason: str = None, row: base = None):
"""
make updates - with logic - in events, for example
row = sqlalchemy read
logic_row.update(row=row, msg="my log message")
"""
if row is not None:
user_logic_row = self.user_row_update(row=row, ins_upd_dlt="upd")
user_logic_row.update(reason=reason)
else:
self.reason = reason
self.log("Update - " + reason)
self.early_row_events()
self.copy_rules()
self.formula_rules()
self.adjust_parent_aggregates() # parent chaining (sum / count adjustments)
self.constraints()
self.cascade_to_children() # child chaining (cascade changed parent references)
if self.row_sets is not None: # eg, for debug as in upd_order_shipped test
self.row_sets.remove_submitted(logic_row=self)
def insert(self, reason: str = None, row: base = None):
"""
make updates - with logic - in events, for example
row = sqlalchemy read
logic_row.update(row=row, msg="my log message")
"""
if row is not None:
user_logic_row = self.user_row_update(row=row, ins_upd_dlt="ins")
user_logic_row.insert(reason=reason)
else:
self.reason = reason
self.log("Insert - " + reason)
self.load_parents()
self.early_row_events()
self.copy_rules()
self.formula_rules()
self.adjust_parent_aggregates()
self.constraints()
# self.cascade_to_children()
def delete(self, reason: str = None, row: base = None):
"""
make updates - with logic - in events, for example
row = sqlalchemy read
logic_row.update(row=row, msg="my log message")
"""
if row is not None:
user_logic_row = self.user_row_update(row=row, ins_upd_dlt="ins")
user_logic_row.insert(reason=reason)
else:
self.reason = reason
self.log("delete - " + reason)
self.early_row_events()
self.adjust_parent_aggregates()
self.constraints()
self.cascade_delete_children()
class ParentRoleAdjuster:
"""
Contains current / previous parent_logic_row
Set iff parent needs adjustment
and method to save_altered_parents.
Instances are passed to <aggregate>.adjust_parent who will set parent row(s) values
iff adjustment is required (e.g., summed value changes, where changes, fk changes, etc)
This ensures only 1 update per set of aggregates along a given role
"""
def __init__(self, parent_role_name: str, child_logic_row: LogicRow):
self.child_logic_row = child_logic_row # the child (curr, old values)
self.parent_role_name = parent_role_name # which parent are we dealing with?
self.parent_logic_row = None
self.previous_parent_logic_row = None
def save_altered_parents(self):
"""
Save (chain) parent iff parent_logic_row has been set by sum/count executor.
This can update parent, and previous parent (ie, foreign key changed)
Dragons lurk herein
===================
upd_order_reuse changes OrderDetail.ProductId, and Order.CustomerId
listeners do not guarantee order
Failures were seen for OrderDetail first
It adjusted to the New Customer
Fix is defer adjustment logic iff the parent row is in the submitted list
"""
if self.parent_logic_row is None: # save *only altered* parents (often does nothing)
pass
# self.child_logic_row.log("adjust not required for parent_logic_row: " + str(self))
else:
parent_logic_row = self.parent_logic_row
if (parent_logic_row.row_sets.is_submitted(parent_logic_row.row)): # see dragon alert, above
self.child_logic_row.log("Adjustment deferred for " + self.parent_role_name)
else:
parent_logic_row.ins_upd_dlt = "upd"
parent_logic_row.update(reason="Adjusting " + self.parent_role_name)
# no after_flush: https://stackoverflow.com/questions/63563680/sqlalchemy-changes-in-before-flush-not-triggering-before-flush
if self.previous_parent_logic_row is None:
pass
# self.child_logic_row.log("save-adjusted not required for previous_parent_logic_row: " + str(self))
else:
previous_parent_logic_row = self.previous_parent_logic_row
if (previous_parent_logic_row.row_sets.is_submitted(previous_parent_logic_row.row)):
self.child_logic_row.log("Adjustment deferred for " + self.parent_role_name)
else:
current_session = self.child_logic_row.session
previous_parent_logic_row.ins_upd_dlt = "upd"
previous_parent_logic_row.update(reason="Adjusting " + self.parent_role_name)