import sys from django.utils.translation import string_concat, ugettext_lazy as _ from orchestra.utils.python import AttrDict def _compute(rates, metric): value = 0 num = len(rates) accumulated = 0 barrier = 1 next_barrier = None end = False ix = 0 steps = [] while ix < num and not end: fold = 1 # Multiple contractions while ix < num-1 and rates[ix] == rates[ix+1]: ix += 1 fold += 1 if ix+1 == num: quantity = metric - accumulated next_barrier = quantity else: quantity = rates[ix+1].quantity - rates[ix].quantity next_barrier = quantity if rates[ix+1].price > rates[ix].price: quantity *= fold if accumulated+quantity > metric: quantity = metric - accumulated end = True price = rates[ix].price steps.append(AttrDict(**{ 'quantity': quantity, 'price': price, 'barrier': barrier, })) accumulated += quantity barrier += next_barrier value += quantity*price ix += 1 return value, steps def _prepend_missing(rates): """ Support for incomplete rates When first rate (quantity=5, price=10) defaults to nominal_price """ if rates: first = rates[0] if first.quantity == 0: first.quantity = 1 elif first.quantity > 1: if not isinstance(rates, list): rates = list(rates) service = first.service rate_class = type(first) rates.insert(0, rate_class(service=service, plan=first.plan, quantity=1, price=service.nominal_price) ) return rates def step_price(rates, metric): # Step price group = [] minimal = (sys.maxsize, []) for plan, rates in rates.group_by('plan').items(): rates = _prepend_missing(rates) value, steps = _compute(rates, metric) if plan.is_combinable: group.append(steps) else: minimal = min(minimal, (value, steps), key=lambda v: v[0]) if len(group) == 1: value, steps = _compute(rates, metric) minimal = min(minimal, (value, steps), key=lambda v: v[0]) elif len(group) > 1: # Merge steps = [] for rates in group: steps += rates steps.sort(key=lambda s: s.price) result = [] counter = 0 value = 0 ix = 0 targets = [] while counter < metric: barrier = steps[ix].barrier if barrier <= counter+1: price = steps[ix].price quantity = steps[ix].quantity if quantity + counter > metric: quantity = metric - counter else: for target in targets: if counter + quantity >= target: quantity = (counter+quantity+1) - target steps[ix].quantity -= quantity if not steps[ix].quantity: steps.pop(ix) break else: steps.pop(ix) counter += quantity value += quantity*price if result and result[-1].price == price: result[-1].quantity += quantity else: result.append(AttrDict(quantity=quantity, price=price)) ix = 0 targets = [] else: targets.append(barrier) ix += 1 minimal = min(minimal, (value, result), key=lambda v: v[0]) return minimal[1] step_price.verbose_name = _("Step price") step_price.help_text = _("All price rates with a lower metric are applied.") def match_price(rates, metric): candidates = [] selected = False prev = None rates = _prepend_missing(rates.distinct()) for rate in rates: if prev: if prev.plan != rate.plan: if not selected and prev.quantity <= metric: candidates.append(prev) selected = False if not selected and rate.quantity > metric: if prev.quantity <= metric: candidates.append(prev) selected = True prev = rate if not selected and prev.quantity <= metric: candidates.append(prev) candidates.sort(key=lambda r: r.price) if candidates: return [AttrDict(**{ 'quantity': metric, 'price': candidates[0].price, })] return None match_price.verbose_name = _("Match price") match_price.help_text = _("Only the rate with inmediate inferior metric is applied.")