Created
June 11, 2020 12:11
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Estimating the cost of a list of projects
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import datetime | |
import dateutil.parser | |
from panoptes_client import Panoptes, Project | |
PROJECT_IDS = ( | |
10371, | |
10524, | |
11414, | |
12259, | |
10820, | |
9368, | |
9459, | |
) | |
COSTS = { | |
'rds_per_gb_month': 0.115, | |
'network_per_gb': 0.085, | |
's3_per_gb_month': 0.023, | |
'classification_gb': 2 / 1024**2, # 2 KB | |
'subject_db_gb': 2 / 1024**2, # 2 KB | |
'subject_s3_gb': 5 / 1024, # 5 MB | |
} | |
Panoptes.connect( | |
username='', | |
password='', | |
admin=True, | |
) | |
COSTS['per_classification'] = ( | |
COSTS['network_per_gb'] * COSTS['classification_gb'] | |
+ COSTS['network_per_gb'] * COSTS['subject_s3_gb'] | |
) | |
COSTS['per_classification_month'] = ( | |
COSTS['rds_per_gb_month'] * COSTS['classification_gb'] | |
) | |
COSTS['per_subject'] = ( | |
COSTS['network_per_gb'] * COSTS['subject_db_gb'] | |
+ COSTS['network_per_gb'] * COSTS['subject_s3_gb'] | |
) | |
COSTS['per_subject_month'] = ( | |
COSTS['rds_per_gb_month'] * COSTS['subject_db_gb'] | |
+ COSTS['s3_per_gb_month'] * COSTS['subject_s3_gb'] | |
) | |
classification_count = 0 | |
subject_count = 0 | |
total_cost = 0.0 | |
print("Cost Duration Project name") | |
for project in map(Project.find, PROJECT_IDS): | |
project_age = dateutil.relativedelta.relativedelta( | |
datetime.datetime.now(datetime.timezone.utc), | |
dateutil.parser.parse(project.created_at) | |
) | |
project_age = project_age.years * 12 + project_age.months | |
project_cost = ( | |
project.classifications_count * COSTS['per_classification'] | |
+ project.classifications_count * project_age * COSTS['per_classification_month'] | |
+ project.subjects_count * COSTS['per_subject'] | |
+ project.subjects_count * COSTS['per_subject_month'] | |
) | |
print("{:7.2f} {:3d} months {}".format(project_cost, project_age, project.display_name)) | |
total_cost += project_cost | |
print("\nTotal cost: ${:2.2f}".format(total_cost)) |
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