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target variance for each solver run. authored by Yosh

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This commit is contained in:
Adrian Manteza
2022-03-25 17:20:14 +00:00
parent 6ebe33a76b
commit 1f00e1e1bc
6 changed files with 46 additions and 19 deletions
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app/services/loft_service.py
+12 -3
View File
@@ -105,6 +105,15 @@ class LoftService(Base):
# Dynamic constraints.. currently we only support Metadata and Bundles(Cases/Passages)
problem = solver_helper.build_constraints(self.solver_run, problem, items, bundles)
# form uniqueness constraints
for form in solution.forms:
form_item_options = [
bundles[bundle.id] for bundle in self.solver_run.bundles
] + [
items[item.id] for item in self.solver_run.unbundled_items()
]
problem += len(set(form.solver_variables)&set(form_item_options)) / float(len(set(form.solver_variables) | set(form_item_options))) * 100 >= 10
logging.info('Creating TIF and TCC Elastic constraints')
# Behold our very own Elastic constraints!
@@ -181,10 +190,10 @@ class LoftService(Base):
return solution
def add_form_to_solution(self, problem, solution):
def add_form_to_solution(self, problem: LpProblem, solution: Solution):
# add return items and create as a form
form_items = service_helper.solution_items(problem.variables(), self.solver_run)
form = Form.create(form_items, self.solver_run, LpStatus[problem.status])
form_items, solver_variables = service_helper.solution_items(problem.variables(), self.solver_run)
form = Form.create(form_items, self.solver_run, LpStatus[problem.status], solver_variables)
solution.forms.append(form)
app/services/solver_sandbox.py
+8 -1
View File
@@ -19,6 +19,14 @@ class SolverSandbox:
if ApplicationConfigs.local_dev_env:
body = {'Records': [{'eventVersion': '2.1', 'eventSource': 'aws:s3', 'awsRegion': 'us-east-1', 'eventTime': '2022-03-17T13:51:22.708Z', 'eventName': 'ObjectCreated:Put', 'userIdentity': {'principalId': 'AIDAJDPLRKLG7UEXAMPLE'}, 'requestParameters': {'sourceIPAddress': '127.0.0.1'}, 'responseElements': {'x-amz-request-id': '25ecd478', 'x-amz-id-2': 'eftixk72aD6Ap51TnqcoF8eFidJG9Z/2'}, 's3': {'s3SchemaVersion': '1.0', 'configurationId': 'testConfigRule', 'bucket': {'name': 'measure-local-solver-ingest', 'ownerIdentity': {'principalId': 'A3NL1KOZZKExample'}, 'arn': 'arn:aws:s3:::measure-local-solver-ingest'}, 'object': {'key': '40f23de0-8827-013a-a353-0242ac120010_solver_run.tar.gz', 'size': 491, 'eTag': '"2b423d91e80d931302192e781b6bd47c"', 'versionId': None, 'sequencer': '0055AED6DCD90281E5'}}}]}
# CPNRE item bank with metadata and cases
# body = {'Records': [{'eventVersion': '2.1', 'eventSource': 'aws:s3', 'awsRegion': 'us-east-1', 'eventTime': '2022-03-23T18:49:42.979Z', 'eventName': 'ObjectCreated:Put', 'userIdentity': {'principalId': 'AIDAJDPLRKLG7UEXAMPLE'}, 'requestParameters': {'sourceIPAddress': '127.0.0.1'}, 'responseElements': {'x-amz-request-id': 'c4efd257', 'x-amz-id-2': 'eftixk72aD6Ap51TnqcoF8eFidJG9Z/2'}, 's3': {'s3SchemaVersion': '1.0', 'configurationId': 'testConfigRule', 'bucket': {'name': 'measure-local-solver-ingest', 'ownerIdentity': {'principalId': 'A3NL1KOZZKExample'}, 'arn': 'arn:aws:s3:::measure-local-solver-ingest'}, 'object': {'key': 'e8f38480-8d07-013a-5ee6-0242ac120010_solver_run.tar.gz', 'size': 12716, 'eTag': '"94189c36aef04dde3babb462442c3af3"', 'versionId': None, 'sequencer': '0055AED6DCD90281E5'}}}]}
# LOFT item bank with metadata and cases
body = {'Records': [{'eventVersion': '2.1', 'eventSource': 'aws:s3', 'awsRegion': 'us-east-1', 'eventTime': '2022-03-22T19:36:53.568Z', 'eventName': 'ObjectCreated:Put', 'userIdentity': {'principalId': 'AIDAJDPLRKLG7UEXAMPLE'}, 'requestParameters': {'sourceIPAddress': '127.0.0.1'}, 'responseElements': {'x-amz-request-id': '61f320d0', 'x-amz-id-2': 'eftixk72aD6Ap51TnqcoF8eFidJG9Z/2'}, 's3': {'s3SchemaVersion': '1.0', 'configurationId': 'testConfigRule', 'bucket': {'name': 'measure-local-solver-ingest', 'ownerIdentity': {'principalId': 'A3NL1KOZZKExample'}, 'arn': 'arn:aws:s3:::measure-local-solver-ingest'}, 'object': {'key': '5971f500-8c45-013a-5d13-0242ac120010_solver_run.tar.gz', 'size': 619, 'eTag': '"a3cbba098e9f6a445cba6014e47ccaf9"', 'versionId': None, 'sequencer': '0055AED6DCD90281E5'}}}]}
# Latest CPNRE Item Bank with metadata and cases
body = {'Records': [{'eventVersion': '2.1', 'eventSource': 'aws:s3', 'awsRegion': 'us-east-1', 'eventTime': '2022-03-24T15:47:54.652Z', 'eventName': 'ObjectCreated:Put', 'userIdentity': {'principalId': 'AIDAJDPLRKLG7UEXAMPLE'}, 'requestParameters': {'sourceIPAddress': '127.0.0.1'}, 'responseElements': {'x-amz-request-id': '1969b1ed', 'x-amz-id-2': 'eftixk72aD6Ap51TnqcoF8eFidJG9Z/2'}, 's3': {'s3SchemaVersion': '1.0', 'configurationId': 'testConfigRule', 'bucket': {'name': 'measure-local-solver-ingest', 'ownerIdentity': {'principalId': 'A3NL1KOZZKExample'}, 'arn': 'arn:aws:s3:::measure-local-solver-ingest'}, 'object': {'key': 'ab40ca20-8db7-013a-a88f-0242ac120013_solver_run.tar.gz', 'size': 24111, 'eTag': '"718a1a17b5dd5219b8e179bfd1ddf1ca"', 'versionId': None, 'sequencer': '0055AED6DCD90281E5'}}}]}
LoftService(body).process()
def yosh_loop():
@@ -94,7 +102,6 @@ class SolverSandbox:
}
items = LpVariable.dicts('Item', Items, cat='Binary')
drift = 0
max_drift = 25# 25% elasticity