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correctness_complex_rule.yaml
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correctness_complex_rule.yaml
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# Copyright 2022 Google LLC
#
# Licensed 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.
entities:
COMPLEX_RULES_TABLE_OK:
source_database: BIGQUERY
resource_type: BIGQUERY
table_name: complex_rules_ok
dataset_name: <my_bigquery_dataset_id>
project_name: <my-gcp-project-id>
columns:
INVOICE_GROSS_TOTAL_AMOUNT:
name: dInvoiceGrossTotalAmount
data_type: NUMERIC
description: |-
invoice gross total amount
COMPLEX_RULES_TABLE_NOT_OK:
source_database: BIGQUERY
resource_type: BIGQUERY
table_name: complex_rules_not_ok
dataset_name: <my_bigquery_dataset_id>
project_name: <my-gcp-project-id>
columns:
INVOICE_GROSS_TOTAL_AMOUNT:
name: dInvoiceGrossTotalAmount
data_type: NUMERIC
description: |-
invoice gross total amount
row_filters:
NONE:
filter_sql_expr: 'True'
rule_dimensions:
- timeliness
- correctness
- integrity
- conformity
- completeness
- uniqueness
- accuracy
- validity
rules:
NO_COMPLEX_RULES_MISMATCH:
rule_type: CUSTOM_SQL_EXPR
dimension: correctness
params:
custom_sql_arguments:
- error_margin
custom_sql_expr: |-
(select
sum(SaleLine.dItemTotalNetAmount) + sum(SaleLine.dVatAmount)
from
unnest(SaleLineList.SaleLine) as SaleLine
) between $column - $error_margin and $column + $error_margin
rule_bindings:
T2_NO_COMPLEX_RULES_MISMATCH_SHOULD_SUCCEED:
entity_id: COMPLEX_RULES_TABLE_OK
column_id: INVOICE_GROSS_TOTAL_AMOUNT
row_filter_id: NONE
rule_ids:
- NO_COMPLEX_RULES_MISMATCH:
error_margin: 0.03
metadata:
brand: one
T2_NO_COMPLEX_RULES_MISMATCH_SHOULD_FAIL:
entity_id: COMPLEX_RULES_TABLE_NOT_OK
column_id: INVOICE_GROSS_TOTAL_AMOUNT
row_filter_id: NONE
rule_ids:
- NO_COMPLEX_RULES_MISMATCH:
error_margin: 0.03
metadata:
brand: one