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populate-cdm-container.py
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#
# Licensed to the Apache Software Foundation (ASF) under one
# or more contributor license agreements. See the NOTICE file
# distributed with this work for additional information
# regarding copyright ownership. The ASF licenses this file
# to you under the Apache License, Version 2.0 (the
# "License"); you may not use this file except in compliance
# with the License. You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing,
# software distributed under the License is distributed on an
# "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
# KIND, either express or implied. See the License for the
# specific language governing permissions and limitations
# under the License.
#
from azure.storage.blob import BlobServiceClient
from datetime import datetime, timedelta
import os
CONTENT = """10bff458-d47a-4924-804b-31c0a83108e6,"1/1/2020 0:00:00 PM","1/1/2020 0:00:00 PM",0,1111000000,1111000010,"F1234567",1,,"2020-01-01T00:15:00.0000000Z","acc1",111111110,"2020-01-01T00:15:00.0000000Z","acc1",0,"dat",1,1111000001,2111000001,1111000001,21111,2111000001,"2020-01-01T00:15:00.0000000+00:00","2020-01-01T00:15:00.0000000Z",
2b4bc74e-2132-4d8e-8572-48ce4260f182,"1/1/2020 0:00:01 PM","1/1/2020 0:00:01 PM",0,1111000001,1111000011,"F1234568",1,,"2020-01-01T00:16:00.0000000Z","acc2",111111111,"2020-01-01T00:16:00.0000000Z","acc2",0,"dat",1,1111000002,2111000002,1111000001,21111,2111000001,"2020-01-01T00:16:00.0000000+00:00","2020-01-01T00:16:00.0000000Z",
3ae2094d-cd17-42b4-891e-3b268e2b6713,"1/1/2020 0:00:01 PM","1/1/2020 0:00:01 PM",0,1111000002,1111000012,"F1234569",1,,"2020-01-01T00:17:00.0000000Z","acc2",111111112,"2020-01-01T00:17:00.0000000Z","acc2",0,"dat",1,1111000003,2111000003,1111000001,21111,2111000001,"2020-01-01T00:17:00.0000000+00:00","2020-01-01T00:17:00.0000000Z",
4633be9a-c485-4afa-8bb7-4ba380eaa206,"1/1/2020 0:00:01 PM","1/1/2020 0:00:01 PM",0,1111000003,1111000013,"F1234578",1,,"2020-01-01T00:18:00.0000000Z","acc1",111111113,"2020-01-01T00:18:00.0000000Z","acc1",0,"dat",1,1111000004,2111000004,1111000001,21111,2111000001,"2020-01-01T00:18:00.0000000+00:00","2020-01-01T00:18:00.0000000Z",
562c7b67-b8f8-4635-8cef-1c23591d5c4c,"1/1/2020 0:00:01 PM","1/1/2020 0:00:01 PM",0,1111000004,1111000014,"F1234511",1,,"2020-01-01T00:19:00.0000000Z","acc2",111111114,"2020-01-01T00:19:00.0000000Z","acc2",0,"dat",1,1111000005,2111000005,1111000001,21111,2111000001,"2020-01-01T00:19:00.0000000+00:00","2020-01-01T00:19:00.0000000Z",
562c7b67-b8f8-4635-8cef-1c23591d5c4c,"1/1/2020 0:00:01 PM","1/1/2020 0:00:01 PM",0,1111000004,1111000014,"F1234511",1,,"2020-01-01T00:19:00.0000000Z","acc2",111111114,"2020-01-01T00:19:00.0000000Z","acc2",0,"dat",1,1111000005,2111000005,1111000001,21111,2111000001,"2020-01-01T00:19:00.0000000+00:00","2020-01-01T00:19:00.0000000Z",
"""
CONTENT_MODIFIED = """60bff458-d47a-4924-804b-31c0a83108e6,"1/1/2020 0:00:00 PM","1/1/2020 0:00:00 PM",0,1111000010,"F1234567",1,,"2020-01-01T00:15:00.0000000Z","acc1",111111110,"2020-01-01T00:15:00.0000000Z","acc1",0,"dat",1,1111000001,2111000001,1111000001,21111,2111000001,"2020-01-01T00:15:00.0000000+00:00","2020-01-01T00:15:00.0000000Z",True,
7b4bc74e-2132-4d8e-8572-48ce4260f182,"1/1/2020 0:00:01 PM","1/1/2020 0:00:01 PM",0,1111000001,"F1234568",1,,"2020-01-01T00:16:00.0000000Z","acc2",111111111,"2020-01-01T00:16:00.0000000Z","acc2",0,"dat",1,1111000002,2111000002,1111000001,21111,2111000001,"2020-01-01T00:16:00.0000000+00:00","2020-01-01T00:16:00.0000000Z",TRUE,
8ae2094d-cd17-42b4-891e-3b268e2b6713,"1/1/2020 0:00:01 PM","1/1/2020 0:00:01 PM",0,1111000002,"F1234569",1,,"2020-01-01T00:17:00.0000000Z","acc2",111111112,"2020-01-01T00:17:00.0000000Z","acc2",0,"dat",1,1111000003,2111000003,1111000001,21111,2111000001,"2020-01-01T00:17:00.0000000+00:00","2020-01-01T00:17:00.0000000Z",tRuE,
9633be9a-c485-4afa-8bb7-4ba380eaa206,"1/1/2020 0:00:01 PM","1/1/2020 0:00:01 PM",0,1111000003,"F1234578",1,,"2020-01-01T00:18:00.0000000Z","acc1",111111113,"2020-01-01T00:18:00.0000000Z","acc1",0,"dat",1,1111000004,2111000004,1111000001,21111,2111000001,"2020-01-01T00:18:00.0000000+00:00","2020-01-01T00:18:00.0000000Z",truE,
6663be9a-c485-4afa-8bb7-4ba380eaa206,"1/1/2020 0:00:01 PM","1/1/2020 0:00:01 PM",0,1111000003,"F1234578",1,,"2020-01-01T00:18:00.0000000Z","acc1",111111113,"2020-01-01T00:18:00.0000000Z","acc1",0,"dat",1,1111000004,2111000004,1111000001,21111,2111000001,"2020-01-01T00:18:00.0000000+00:00","2020-01-01T00:18:00.0000000Z",false,
102c7b67-b8f8-4635-8cef-1c23591d5c4c,"1/1/2020 0:00:01 PM","1/1/2020 0:00:01 PM",0,1111000004,"F1234511",1,,"2020-01-01T00:19:00.0000000Z","acc2",111111114,"2020-01-01T00:19:00.0000000Z","acc2",0,"dat",1,1111000005,2111000005,1111000001,21111,2111000001,"2020-01-01T00:19:00.0000000+00:00","2020-01-01T00:19:00.0000000Z",,
102c7b67-b8f8-4635-8cef-1c23591d5c4c,"1/1/2020 0:00:01 PM","1/1/2020 0:00:01 PM",0,1111000004,"F1234511",1,,"2020-01-01T00:19:00.0000000Z","acc2",111111114,"2020-01-01T00:19:00.0000000Z","acc2",0,"dat",1,1111000005,2111000005,1111000001,21111,2111000001,"2020-01-01T00:19:00.0000000+00:00","2020-01-01T00:19:00.0000000Z",false,
102c7b67-b8f8-4635-8cef-1c23591d5c4c,"1/1/2020 0:00:01 PM","1/1/2020 0:00:01 PM",0,1111000004,"F1234511",1,,"2020-01-01T00:19:00.0000000Z","acc2",111111114,"2020-01-01T00:19:00.0000000Z","acc2",0,"dat",1,1111000005,2111000005,1111000001,21111,2111000001,"2020-01-01T00:19:00.0000000+00:00","2020-01-01T00:19:00.0000000Z",true,
"""
MODEL_JSON = """{
"name": "cdm",
"description": "cdm",
"version": "1.0",
"entities": [
{
"$type": "LocalEntity",
"name": "currency",
"description": "currency",
"annotations": [
{
"name": "Athena:PartitionGranularity",
"value": "Year"
},
{
"name": "Athena:InitialSyncState",
"value": "Completed"
},
{
"name": "Athena:InitialSyncDataCompletedTime",
"value": "1/1/2020 0:00:00 PM"
}
],
"attributes": [
{
"name": "Id",
"dataType": "guid",
"maxLength": -1
},
{
"name": "SinkCreatedOn",
"dataType": "dateTime",
"maxLength": -1
},
{
"name": "SinkModifiedOn",
"dataType": "dateTime",
"maxLength": -1
},
{
"name": "iseuro",
"dataType": "int64",
"maxLength": -1
},
{
"name": "roundofftypeassetdep_jp",
"dataType": "int64",
"maxLength": -1
},
{
"name": "roundofftypeprice",
"dataType": "int64",
"maxLength": -1
},
{
"name": "roundofftypepurch",
"dataType": "int64",
"maxLength": -1
},
{
"name": "roundofftypesales",
"dataType": "int64",
"maxLength": -1
},
{
"name": "ltmroundofftypelineamount",
"dataType": "int64",
"maxLength": -1
},
{
"name": "sysdatastatecode",
"dataType": "int64",
"maxLength": -1
},
{
"name": "currencycode",
"dataType": "string",
"maxLength": 3,
"cdm:traits": [
{
"traitReference": "is.constrained",
"arguments": [
{
"name": "maximumLength",
"value": 3
}
]
}
]
},
{
"name": "currencycodeiso",
"dataType": "string",
"maxLength": 3,
"cdm:traits": [
{
"traitReference": "is.constrained",
"arguments": [
{
"name": "maximumLength",
"value": 3
}
]
}
]
},
{
"name": "roundingprecision",
"dataType": "decimal",
"maxLength": -1,
"cdm:traits": [
{
"traitReference": "is.dataFormat.numeric.shaped",
"arguments": [
{
"name": "precision",
"value": 38
},
{
"name": "scale",
"value": 6
}
]
}
]
},
{
"name": "roundoffassetdep_jp",
"dataType": "decimal",
"maxLength": -1,
"cdm:traits": [
{
"traitReference": "is.dataFormat.numeric.shaped",
"arguments": [
{
"name": "precision",
"value": 38
},
{
"name": "scale",
"value": 6
}
]
}
]
},
{
"name": "roundoffprice",
"dataType": "decimal",
"maxLength": -1,
"cdm:traits": [
{
"traitReference": "is.dataFormat.numeric.shaped",
"arguments": [
{
"name": "precision",
"value": 38
},
{
"name": "scale",
"value": 6
}
]
}
]
},
{
"name": "roundoffpurch",
"dataType": "decimal",
"maxLength": -1,
"cdm:traits": [
{
"traitReference": "is.dataFormat.numeric.shaped",
"arguments": [
{
"name": "precision",
"value": 38
},
{
"name": "scale",
"value": 6
}
]
}
]
},
{
"name": "roundoffsales",
"dataType": "decimal",
"maxLength": -1,
"cdm:traits": [
{
"traitReference": "is.dataFormat.numeric.shaped",
"arguments": [
{
"name": "precision",
"value": 38
},
{
"name": "scale",
"value": 6
}
]
}
]
},
{
"name": "symbol",
"dataType": "string",
"maxLength": 5,
"cdm:traits": [
{
"traitReference": "is.constrained",
"arguments": [
{
"name": "maximumLength",
"value": 5
}
]
}
]
},
{
"name": "txt",
"dataType": "string",
"maxLength": 120,
"cdm:traits": [
{
"traitReference": "is.constrained",
"arguments": [
{
"name": "maximumLength",
"value": 120
}
]
}
]
},
{
"name": "exchratemaxvariationpercent_mx",
"dataType": "decimal",
"maxLength": -1,
"cdm:traits": [
{
"traitReference": "is.dataFormat.numeric.shaped",
"arguments": [
{
"name": "precision",
"value": 38
},
{
"name": "scale",
"value": 6
}
]
}
]
},
{
"name": "decimalscount_mx",
"dataType": "int64",
"maxLength": -1
},
{
"name": "ltmroundofflineamount",
"dataType": "decimal",
"maxLength": -1,
"cdm:traits": [
{
"traitReference": "is.dataFormat.numeric.shaped",
"arguments": [
{
"name": "precision",
"value": 38
},
{
"name": "scale",
"value": 6
}
]
}
]
},
{
"name": "modifieddatetime",
"dataType": "dateTime",
"maxLength": -1
},
{
"name": "modifiedby",
"dataType": "string",
"maxLength": 20,
"cdm:traits": [
{
"traitReference": "is.constrained",
"arguments": [
{
"name": "maximumLength",
"value": 20
}
]
}
]
},
{
"name": "modifiedtransactionid",
"dataType": "int64",
"maxLength": -1
},
{
"name": "createddatetime",
"dataType": "dateTime",
"maxLength": -1
},
{
"name": "createdby",
"dataType": "string",
"maxLength": 20,
"cdm:traits": [
{
"traitReference": "is.constrained",
"arguments": [
{
"name": "maximumLength",
"value": 20
}
]
}
]
},
{
"name": "createdtransactionid",
"dataType": "int64",
"maxLength": -1
},
{
"name": "dataareaid",
"dataType": "string",
"maxLength": 4,
"cdm:traits": [
{
"traitReference": "is.constrained",
"arguments": [
{
"name": "maximumLength",
"value": 4
}
]
}
]
},
{
"name": "recversion",
"dataType": "int64",
"maxLength": -1
},
{
"name": "partition",
"dataType": "int64",
"maxLength": -1
},
{
"name": "sysrowversion",
"dataType": "int64",
"maxLength": -1
},
{
"name": "recid",
"dataType": "int64",
"maxLength": -1
},
{
"name": "tableid",
"dataType": "int64",
"maxLength": -1
},
{
"name": "versionnumber",
"dataType": "int64",
"maxLength": -1
},
{
"name": "createdon",
"dataType": "dateTimeOffset",
"maxLength": -1
},
{
"name": "modifiedon",
"dataType": "dateTime",
"maxLength": -1
},
{
"name": "IsDelete",
"dataType": "boolean",
"maxLength": -1
}
],
"partitions": []
},
{
"$type": "LocalEntity",
"name": "synapsetable",
"description": "synapsetable",
"annotations": [
{
"name": "Athena:PartitionGranularity",
"value": "Year"
},
{
"name": "Athena:InitialSyncState",
"value": "Completed"
},
{
"name": "Athena:InitialSyncDataCompletedTime",
"value": "1/1/2020 0:00:00 PM"
}
],
"attributes": [
{
"name": "Id",
"dataType": "guid",
"maxLength": -1
},
{
"name": "SinkCreatedOn",
"dataType": "dateTime",
"maxLength": -1
},
{
"name": "SinkModifiedOn",
"dataType": "dateTime",
"maxLength": -1
},
{
"name": "sysdatastatecode",
"dataType": "int64",
"maxLength": -1
},
{
"name": "dimensionattributevalue",
"dataType": "int64",
"maxLength": -1
},
{
"name": "dimensionattributevaluegroup",
"dataType": "int64",
"maxLength": -1
},
{
"name": "displayvalue",
"dataType": "string",
"maxLength": 30,
"cdm:traits": [
{
"traitReference": "is.constrained",
"arguments": [
{
"name": "maximumLength",
"value": 30
}
]
}
]
},
{
"name": "ordinal",
"dataType": "int64",
"maxLength": -1
},
{
"name": "backingrecorddataareaid",
"dataType": "string",
"maxLength": 4,
"cdm:traits": [
{
"traitReference": "is.constrained",
"arguments": [
{
"name": "maximumLength",
"value": 4
}
]
}
]
},
{
"name": "modifieddatetime",
"dataType": "dateTime",
"maxLength": -1
},
{
"name": "modifiedby",
"dataType": "string",
"maxLength": 20,
"cdm:traits": [
{
"traitReference": "is.constrained",
"arguments": [
{
"name": "maximumLength",
"value": 20
}
]
}
]
},
{
"name": "modifiedtransactionid",
"dataType": "int64",
"maxLength": -1
},
{
"name": "createddatetime",
"dataType": "dateTime",
"maxLength": -1
},
{
"name": "createdby",
"dataType": "string",
"maxLength": 20,
"cdm:traits": [
{
"traitReference": "is.constrained",
"arguments": [
{
"name": "maximumLength",
"value": 20
}
]
}
]
},
{
"name": "createdtransactionid",
"dataType": "int64",
"maxLength": -1
},
{
"name": "dataareaid",
"dataType": "string",
"maxLength": 4,
"cdm:traits": [
{
"traitReference": "is.constrained",
"arguments": [
{
"name": "maximumLength",
"value": 4
}
]
}
]
},
{
"name": "recversion",
"dataType": "int64",
"maxLength": -1
},
{
"name": "partition",
"dataType": "int64",
"maxLength": -1
},
{
"name": "sysrowversion",
"dataType": "int64",
"maxLength": -1
},
{
"name": "recid",
"dataType": "int64",
"maxLength": -1
},
{
"name": "tableid",
"dataType": "int64",
"maxLength": -1
},
{
"name": "versionnumber",
"dataType": "int64",
"maxLength": -1
},
{
"name": "createdon",
"dataType": "dateTimeOffset",
"maxLength": -1
},
{
"name": "modifiedon",
"dataType": "dateTime",
"maxLength": -1
},
{
"name": "IsDelete",
"dataType": "boolean",
"maxLength": -1
}
],
"partitions": []
}
]
}"""
MODEL_JSON_MODIFIED = """{
"name": "cdm",
"description": "cdm",
"version": "1.0",
"entities": [
{
"$type": "LocalEntity",
"name": "currency",
"description": "currency",
"annotations": [
{
"name": "Athena:PartitionGranularity",
"value": "Year"
},
{
"name": "Athena:InitialSyncState",
"value": "Completed"
},
{
"name": "Athena:InitialSyncDataCompletedTime",
"value": "1/1/2020 0:00:00 PM"
}
],
"attributes": [
{
"name": "Id",
"dataType": "guid",
"maxLength": -1
},
{
"name": "SinkCreatedOn",
"dataType": "dateTime",
"maxLength": -1
},
{
"name": "SinkModifiedOn",
"dataType": "dateTime",
"maxLength": -1
},
{
"name": "iseuro",
"dataType": "int64",
"maxLength": -1
},
{
"name": "roundofftypeassetdep_jp",
"dataType": "int64",
"maxLength": -1
},
{
"name": "roundofftypeprice",
"dataType": "int64",
"maxLength": -1
},
{
"name": "roundofftypepurch",
"dataType": "int64",
"maxLength": -1
},
{
"name": "roundofftypesales",
"dataType": "int64",
"maxLength": -1
},
{
"name": "ltmroundofftypelineamount",
"dataType": "int64",
"maxLength": -1
},
{
"name": "sysdatastatecode",
"dataType": "int64",
"maxLength": -1
},
{
"name": "currencycode",
"dataType": "string",
"maxLength": 3,
"cdm:traits": [
{
"traitReference": "is.constrained",
"arguments": [
{
"name": "maximumLength",
"value": 3
}
]
}
]
},
{
"name": "currencycodeiso",
"dataType": "string",
"maxLength": 3,
"cdm:traits": [
{
"traitReference": "is.constrained",
"arguments": [
{
"name": "maximumLength",
"value": 3
}
]
}
]
},
{
"name": "roundingprecision",
"dataType": "decimal",
"maxLength": -1,
"cdm:traits": [
{
"traitReference": "is.dataFormat.numeric.shaped",
"arguments": [
{
"name": "precision",
"value": 38
},
{
"name": "scale",
"value": 6
}
]
}
]
},
{
"name": "roundoffassetdep_jp",
"dataType": "decimal",
"maxLength": -1,
"cdm:traits": [
{
"traitReference": "is.dataFormat.numeric.shaped",
"arguments": [
{
"name": "precision",
"value": 38
},
{
"name": "scale",
"value": 6
}
]
}
]
},
{
"name": "roundoffprice",
"dataType": "decimal",
"maxLength": -1,
"cdm:traits": [
{
"traitReference": "is.dataFormat.numeric.shaped",
"arguments": [
{
"name": "precision",
"value": 38
},
{
"name": "scale",
"value": 6
}
]
}
]
},
{
"name": "roundoffpurch",
"dataType": "decimal",
"maxLength": -1,
"cdm:traits": [
{
"traitReference": "is.dataFormat.numeric.shaped",
"arguments": [
{
"name": "precision",
"value": 38
},
{
"name": "scale",
"value": 6
}
]
}
]
},
{
"name": "roundoffsales",
"dataType": "decimal",
"maxLength": -1,
"cdm:traits": [
{
"traitReference": "is.dataFormat.numeric.shaped",
"arguments": [
{
"name": "precision",
"value": 38
},
{
"name": "scale",
"value": 6
}
]
}
]
},
{
"name": "symbol",
"dataType": "string",
"maxLength": 5,
"cdm:traits": [
{
"traitReference": "is.constrained",
"arguments": [
{
"name": "maximumLength",
"value": 5
}
]
}
]
},
{
"name": "txt",
"dataType": "string",
"maxLength": 120,
"cdm:traits": [
{
"traitReference": "is.constrained",
"arguments": [
{
"name": "maximumLength",
"value": 120
}
]
}
]
},
{
"name": "exchratemaxvariationpercent_mx",
"dataType": "decimal",
"maxLength": -1,
"cdm:traits": [
{
"traitReference": "is.dataFormat.numeric.shaped",
"arguments": [
{
"name": "precision",
"value": 38
},
{
"name": "scale",
"value": 6
}
]
}
]
},
{
"name": "decimalscount_mx",
"dataType": "int64",
"maxLength": -1
},
{
"name": "ltmroundofflineamount",
"dataType": "decimal",
"maxLength": -1,
"cdm:traits": [
{
"traitReference": "is.dataFormat.numeric.shaped",
"arguments": [
{
"name": "precision",
"value": 38
},
{
"name": "scale",
"value": 6
}
]
}
]
},
{
"name": "modifieddatetime",
"dataType": "dateTime",
"maxLength": -1
},
{
"name": "modifiedby",
"dataType": "string",
"maxLength": 20,
"cdm:traits": [
{
"traitReference": "is.constrained",
"arguments": [
{
"name": "maximumLength",
"value": 20
}
]
}
]
},
{
"name": "modifiedtransactionid",
"dataType": "int64",
"maxLength": -1
},
{
"name": "createddatetime",
"dataType": "dateTime",
"maxLength": -1
},
{
"name": "createdby",
"dataType": "string",
"maxLength": 20,
"cdm:traits": [
{
"traitReference": "is.constrained",
"arguments": [
{
"name": "maximumLength",
"value": 20
}
]
}
]
},
{
"name": "createdtransactionid",
"dataType": "int64",
"maxLength": -1
},
{
"name": "dataareaid",
"dataType": "string",
"maxLength": 4,
"cdm:traits": [
{
"traitReference": "is.constrained",
"arguments": [
{
"name": "maximumLength",
"value": 4
}
]
}
]
},
{
"name": "recversion",
"dataType": "int64",