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%
This commit is contained in:
Aurélien Delobelle 2017-04-06 13:33:40 +02:00
parent 5e68fcf315
commit f57bab8ae9

View file

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