forked from DGNum/gestioCOF
createopes use only bulk_create
createopes script: - more than 6x faster - only bulk_create is used instead of create or save - correctly create editions (~5% of created operations) - ratio of withdrawals go from ~10% to ~5%
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1 changed files with 75 additions and 31 deletions
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@ -14,7 +14,8 @@ from kfet.models import (Account, Article, OperationGroup, Operation,
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class Command(BaseCommand):
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help = "Crée des opérations réparties uniformément sur une période de temps"
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help = ("Crée des opérations réparties uniformément "
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"sur une période de temps")
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def add_arguments(self, parser):
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# Nombre d'opérations à créer
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@ -29,7 +30,6 @@ class Command(BaseCommand):
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parser.add_argument('--transfers', type=int, default=0,
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help='Number of transfers to create (default 0)')
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def handle(self, *args, **options):
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self.stdout.write("Génération d'opérations")
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@ -44,6 +44,7 @@ class Command(BaseCommand):
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# Convert to seconds
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time = options['days'] * 24 * 3600
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now = timezone.now()
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checkout = Checkout.objects.first()
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articles = Article.objects.all()
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accounts = Account.objects.exclude(trigramme='LIQ')
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@ -55,6 +56,13 @@ class Command(BaseCommand):
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except Account.DoesNotExist:
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con_account = random.choice(accounts)
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# use to fetch OperationGroup pk created by bulk_create
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at_list = []
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# use to lazy set OperationGroup pk on Operation objects
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ope_by_grp = []
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# OperationGroup objects to bulk_create
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opegroup_list = []
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for i in range(num_ops):
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# Randomly pick account
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@ -64,8 +72,7 @@ class Command(BaseCommand):
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account = liq_account
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# Randomly pick time
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at = timezone.now() - timedelta(
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seconds=random.randint(0, time))
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at = now - timedelta(seconds=random.randint(0, time))
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# Majoration sur compte 'concert'
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if random.random() < 0.2:
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@ -78,13 +85,6 @@ class Command(BaseCommand):
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# Initialize opegroup amount
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amount = Decimal('0')
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opegroup = OperationGroup.objects.create(
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on_acc=account,
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checkout=checkout,
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at=at,
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is_cof=account.cofprofile.is_cof
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)
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# Generating operations
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ope_list = []
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for j in range(random.randint(1, 4)):
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@ -94,25 +94,26 @@ class Command(BaseCommand):
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# 0.1 probability to have a charge
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if typevar > 0.9 and account != liq_account:
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ope = Operation(
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group=opegroup,
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type=Operation.DEPOSIT,
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is_checkout=(random.random() > 0.2),
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amount=Decimal(random.randint(1, 99)/10)
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)
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# 0.1 probability to have a withdrawal
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# 0.05 probability to have a withdrawal
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elif typevar > 0.85 and account != liq_account:
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ope = Operation(
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type=Operation.WITHDRAW,
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amount=-Decimal(random.randint(1, 99)/10)
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)
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# 0.05 probability to have an edition
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elif typevar > 0.8 and account != liq_account:
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ope = Operation(
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group=opegroup,
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type=Operation.WITHDRAW,
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is_checkout=(random.random() > 0.2),
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amount=-Decimal(random.randint(1, 99)/10)
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type=Operation.EDIT,
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amount=Decimal(random.randint(1, 99)/10)
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)
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else:
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article = random.choice(articles)
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nb = random.randint(1, 5)
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ope = Operation(
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group=opegroup,
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type=Operation.PURCHASE,
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amount=-article.price*nb,
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article=article,
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@ -129,17 +130,44 @@ class Command(BaseCommand):
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ope_list.append(ope)
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amount += ope.amount
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Operation.objects.bulk_create(ope_list)
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opes_created += len(ope_list)
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opegroup.amount = amount
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opegroup.save()
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opegroup_list.append(OperationGroup(
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on_acc=account,
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checkout=checkout,
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at=at,
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is_cof=account.cofprofile.is_cof,
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amount=amount,
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))
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at_list.append(at)
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ope_by_grp.append((at, ope_list, ))
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OperationGroup.objects.bulk_create(opegroup_list)
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# Fetch created OperationGroup objects pk by at
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opegroups = (OperationGroup.objects
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.filter(at__in=at_list)
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.values('id', 'at'))
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opegroups_by = {grp['at']: grp['id'] for grp in opegroups}
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all_ope = []
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for _ in range(num_ops):
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at, ope_list = ope_by_grp.pop()
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for ope in ope_list:
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ope.group_id = opegroups_by[at]
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all_ope.append(ope)
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Operation.objects.bulk_create(all_ope)
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opes_created = len(all_ope)
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# Transfer generation
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transfer_by_grp = []
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transfergroup_list = []
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at_list = []
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for i in range(num_transfers):
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# Randomly pick time
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at = timezone.now() - timedelta(
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seconds=random.randint(0, time))
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at = now - timedelta(seconds=random.randint(0, time))
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# Choose whether to have a comment
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if random.random() > 0.5:
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@ -147,24 +175,40 @@ class Command(BaseCommand):
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else:
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comment = ""
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transfergroup = TransferGroup.objects.create(
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transfergroup_list.append(TransferGroup(
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at=at,
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comment=comment,
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valid_by=random.choice(accounts)
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)
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valid_by=random.choice(accounts),
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))
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at_list.append(at)
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# Randomly generate transfer
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transfer_list = []
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for i in range(random.randint(1, 4)):
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transfer_list.append(Transfer(
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group=transfergroup,
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from_acc=random.choice(accounts),
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to_acc=random.choice(accounts),
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amount=Decimal(random.randint(1, 99)/10)
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))
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Transfer.objects.bulk_create(transfer_list)
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transfers += len(transfer_list)
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transfer_by_grp.append((at, transfer_list, ))
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TransferGroup.objects.bulk_create(transfergroup_list)
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transfergroups = (TransferGroup.objects
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.filter(at__in=at_list)
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.values('id', 'at'))
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transfergroups_by = {grp['at']: grp['id'] for grp in transfergroups}
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all_transfer = []
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for _ in range(num_transfers):
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at, transfer_list = transfer_by_grp.pop()
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for transfer in transfer_list:
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transfer.group_id = transfergroups_by[at]
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all_transfer.append(transfer)
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Transfer.objects.bulk_create(all_transfer)
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transfers += len(all_transfer)
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self.stdout.write(
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"- {:d} opérations créées dont {:d} commandes d'articles"
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