From 39ea8e8e9754fc5c497a7a562fd77b032751b419 Mon Sep 17 00:00:00 2001 From: "Jean-Georges \"jgp\" Perrin" Date: Tue, 9 May 2023 08:36:05 -0400 Subject: [PATCH 01/20] Update README.md --- docs/README.md | 10 ++++++---- 1 file changed, 6 insertions(+), 4 deletions(-) diff --git a/docs/README.md b/docs/README.md index d10b52e..448e1c2 100644 --- a/docs/README.md +++ b/docs/README.md @@ -29,6 +29,7 @@ datasetDomain: seller # Domain quantumName: my quantum # Data product name userConsumptionMode: Analytical version: 1.1.0 # Version follows semantic versioning +templateVersion: 2.2.0 # Version follows semantic versioning status: current uuid: 53581432-6c55-4ba2-a65f-72344a91553a @@ -71,10 +72,11 @@ tags: null |Key|UX label|Required|Description| | --- | --- | --- | --- | -| version|Version|Yes|Current version of the data contract.| -| uuid|Identifier|Yes| A unique identifier used to reduce the risk of dataset name collisions; initially the UUID will be created using a UUID generator tool ([example](https://www.uuidgenerator.net/)). However, we may want to develop a method that accepts a seed value using a combination of fields–such as name, kind and source–to create a repeatable value.| -|username|Username|Yes|User credentials for connecting to the dataset; how the credentials will be stored/passed is outside of the scope of the contract.| -|userConsumptionMode|Consumption mode|No|List of data modes for which the dataset may be used.  Expected sample values might be Analytical or Operational.
Note: in the future, this will probably be replaced by ports.| +| version | Version | Yes | Current version of the data contract.| +| templateVersion | Template version | No | Version of the template used to build data contract. Default value is v2.1.0. | +| uuid | Identifier | Yes | A unique identifier used to reduce the risk of dataset name collisions; initially the UUID will be created using a UUID generator tool ([example](https://www.uuidgenerator.net/)). However, we may want to develop a method that accepts a seed value using a combination of fields–such as name, kind and source–to create a repeatable value. | +| username | Username | Yes | User credentials for connecting to the dataset; how the credentials will be stored/passed is outside of the scope of the contract. | +| userConsumptionMode | Consumption mode | No | List of data modes for which the dataset may be used.  Expected sample values might be Analytical or Operational.
Note: in the future, this will probably be replaced by ports. | |type|Type|Yes|Identifies the types of objects in the dataset.  For BigQuery the expected value would be tables. tenant|Tenant|No|Indicates the property the data is primarily associated with. Value is case insensitive. For PayPal, the expected sample values might be PayPal, Venmo, PPWC, etc.| tags|Tags|No|a list of tags that may be assigned to the dataset, table or column; the `tags` keyword may appear at any level. From 8e69293d9c6b87abbf193d8f8f43d4f43c507203 Mon Sep 17 00:00:00 2001 From: "Jean-Georges \"jgp\" Perrin" Date: Tue, 9 May 2023 08:37:03 -0400 Subject: [PATCH 02/20] Update README.md --- docs/README.md | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/docs/README.md b/docs/README.md index 448e1c2..244cf4d 100644 --- a/docs/README.md +++ b/docs/README.md @@ -28,8 +28,8 @@ This section contains general information about the contract. datasetDomain: seller # Domain quantumName: my quantum # Data product name userConsumptionMode: Analytical -version: 1.1.0 # Version follows semantic versioning -templateVersion: 2.2.0 # Version follows semantic versioning +version: 1.1.0 # Version (follows semantic versioning) +templateVersion: 2.2.0 # Template version (follows semantic versioning) status: current uuid: 53581432-6c55-4ba2-a65f-72344a91553a From 61079b8518b6d9fea7a76e5f939aabc98e6b2033 Mon Sep 17 00:00:00 2001 From: "Jean-Georges \"jgp\" Perrin" Date: Sat, 13 May 2023 11:02:22 -0400 Subject: [PATCH 03/20] Update README.md --- docs/README.md | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/docs/README.md b/docs/README.md index 244cf4d..bc17ffe 100644 --- a/docs/README.md +++ b/docs/README.md @@ -77,8 +77,8 @@ tags: null | uuid | Identifier | Yes | A unique identifier used to reduce the risk of dataset name collisions; initially the UUID will be created using a UUID generator tool ([example](https://www.uuidgenerator.net/)). However, we may want to develop a method that accepts a seed value using a combination of fields–such as name, kind and source–to create a repeatable value. | | username | Username | Yes | User credentials for connecting to the dataset; how the credentials will be stored/passed is outside of the scope of the contract. | | userConsumptionMode | Consumption mode | No | List of data modes for which the dataset may be used.  Expected sample values might be Analytical or Operational.
Note: in the future, this will probably be replaced by ports. | -|type|Type|Yes|Identifies the types of objects in the dataset.  For BigQuery the expected value would be tables. -tenant|Tenant|No|Indicates the property the data is primarily associated with. Value is case insensitive. For PayPal, the expected sample values might be PayPal, Venmo, PPWC, etc.| +| type | Type | Yes | Identifies the types of objects in the dataset.  For BigQuery the expected value would be tables. | +| tenant | Tenant | No | Indicates the property the data is primarily associated with. Value is case insensitive. For PayPal, the expected sample values might be PayPal, Venmo, PPWC, etc. | tags|Tags|No|a list of tags that may be assigned to the dataset, table or column; the `tags` keyword may appear at any level. status|Status|Yes|Current status of the dataset. sourceSystem|Source system|Yes|The system where the dataset resides.  Expected value is bigQuery From 1e18412631d31f18d2744674cd4c9924288e1667 Mon Sep 17 00:00:00 2001 From: "Jean-Georges \"jgp\" Perrin" Date: Tue, 11 Jul 2023 11:11:26 -0400 Subject: [PATCH 04/20] Create data-contract-v2.2-schema.png --- docs/img/data-contract-v2.2-schema.png | Bin 0 -> 787752 bytes 1 file changed, 0 insertions(+), 0 deletions(-) create mode 100644 docs/img/data-contract-v2.2-schema.png diff --git a/docs/img/data-contract-v2.2-schema.png b/docs/img/data-contract-v2.2-schema.png new file mode 100644 index 0000000000000000000000000000000000000000..045eaa14dd9a00afdbf767673984f9716c1ac7b6 GIT binary patch literal 787752 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zi7bC}^50?q?~m|buliWVcDuT=sE+3!_8tH0qIj9LN5XoA8$#mEOj3(nB`Tx9Qdnp7*_i zdk>?MWRmRuBbWX^LV_^X!@#-xE)ln*eZoa`9|31^p@tMUB!;pmRv9XD|NAw(|DW5? zdmXm_Mdez%e^~hXuOob-_SV&16{Mw<5Np{I%^%}cc=UVBU+(b^?yTCsxrPS>JpLxb z?>yYep%+@;1!ysrE|SU$K(LfmrT6Anew0HprfQ#yn~xQL{2vGSzZx))puS$U>~Q+X zlm94?{LASD0U#cVxy`zxL*K{s+ROFp_4Iu^xqCak=JIX8LJs6pa65WI&>?`E>3F?x zsJ6h=U9Y(4_P;sko!ryEUc(~}m`7%~nb%G}3t%3M4Qg^vhhdbxkB{N!V$tWn6g&6p z9zL;*60qBQatF)5i+sYwE13d({QU6JUv8)tfT7+xj{N%98}`?qn4&-S_V(sj9I>w~ z`{RE#<-fjWXFmZPd~LJ3u-cAHweZeeJG<}E?4Y_OjQ^ory|j?J`h{QWN_O_4cW`un z!Q}2={-t)adjvc2X1mw?(ueylsCVS1cdc&M>URC}E(&&0u#19S6zrm47X`a0*hRrE z3U*Pji-KJg?4n>71-mHNMZqo#c2Tg4f?X8sqF@&VyC~R2!7d7RQLu}GT@>u1U>60u kDA+~8{}l!4r7T Date: Tue, 11 Jul 2023 18:28:48 -0400 Subject: [PATCH 05/20] Update README.md --- docs/README.md | 30 +++++++++++++++--------------- 1 file changed, 15 insertions(+), 15 deletions(-) diff --git a/docs/README.md b/docs/README.md index bc17ffe..7aa3484 100644 --- a/docs/README.md +++ b/docs/README.md @@ -4,8 +4,8 @@ This document describes the keys and values expected in a YAML data contract. It is divided in multiple sections: [demographics](#Demographics), [dataset & schema](#Dataset-&-schema), [data quality](#Data-quality), [pricing](#Pricing), [stakeholders](#Stakeholders), [roles](#Roles), [service-level agreement](#Service-level-agreement), and [other properties](#Other-properties). Each section starts with at least an example followed by definition of each field/key. ## Table of content -* [Demographics](#Demographics) -* [Dataset & schema](#Dataset-&-schema) +* [Fundamentals & demographics](#Demographics) +* [Datasets & schema](#Dataset-&-schema) * [Data quality](#Data-quality) * [Pricing](#Pricing) * [Stakeholders](#Stakeholders) @@ -14,9 +14,9 @@ This document describes the keys and values expected in a YAML data contract. It * [Other properties](#Other-properties) ## Notes -* This contract is containing example values, we reviewed very carefully the consistency of those values, but we cannot guarantee that there are no errors. If you spot one, please raise an [issue](https://github.com/paypal/data-contract-template/issues). +* This contract is containing example values, we reviewed very carefully the consistency of those values, but we cannot guarantee that there are no errors. If you spot one, please raise an [issue](https://github.com/AIDAUserGroup/data-contract-template/issues). * Some fields have `null` value: even if it is equivalent to not having the field in the contract, we wanted to have the field for illustration purpose. -* This contract leverages BigQuery but should be **platform agnostic**. If you think it is not the case, please raise an [issue](https://github.com/paypal/data-contract-template/issues). +* This contract leverages BigQuery but should be **platform agnostic**. If you think it is not the case, please raise an [issue](https://github.com/AIDAUserGroup/data-contract-template/issues). ## Demographics This section contains general information about the contract. @@ -38,10 +38,10 @@ description: purpose: Views built on top of the seller tables. limitations: null usage: null -tenant: paypal +tenant: ClimateOpenData # Getting support -productDl: product-dl@paypal.com +productDl: product-dl@ClimateOpenData.org productSlackChannel: '#product-help' productFeedbackUrl: null @@ -78,7 +78,7 @@ tags: null | username | Username | Yes | User credentials for connecting to the dataset; how the credentials will be stored/passed is outside of the scope of the contract. | | userConsumptionMode | Consumption mode | No | List of data modes for which the dataset may be used.  Expected sample values might be Analytical or Operational.
    Note: in the future, this will probably be replaced by ports. | | type | Type | Yes | Identifies the types of objects in the dataset.  For BigQuery the expected value would be tables. | -| tenant | Tenant | No | Indicates the property the data is primarily associated with. Value is case insensitive. For PayPal, the expected sample values might be PayPal, Venmo, PPWC, etc. | +| tenant | Tenant | No | Indicates the property the data is primarily associated with. Value is case insensitive. | tags|Tags|No|a list of tags that may be assigned to the dataset, table or column; the `tags` keyword may appear at any level. status|Status|Yes|Current status of the dataset. sourceSystem|Source system|Yes|The system where the dataset resides.  Expected value is bigQuery @@ -185,10 +185,10 @@ dataset.columns.isPrimaryKey||No|Boolean value specifying whether the column is dataset.columns.businessName||Yes|the business name of the column.| dataset.columns.logicalType||Yes|the logical column datatype.| dataset.columns.physicalType||Yes|the physical column datatype.| -dataset.columns.isNullable||Yes|indicates if the column may contain Null values; possible values are true and false.| -dataset.columns.partitionStatus||Yes|indicates if the column is partitioned; possible values are true and false.| -dataset.columns.clusterStatus||Yes|indicates of the column is clustered; possible values are true and false.| -dataset.columns.classification||Yes|the PayPal data classification indicating the class of data in the column; expected values are 1, 2, 3, 4, or 5.| +|dataset.columns.isNullable||Yes|indicates if the column may contain Null values; possible values are true and false.| +|dataset.columns.partitionStatus||Yes|indicates if the column is partitioned; possible values are true and false.| +|dataset.columns.clusterStatus||Yes|indicates of the column is clustered; possible values are true and false.| +|dataset.columns.classification||Yes|Can be anything, like confidential, restricted, and public to more advanced categorization. Some companies like PayPal, use data classification indicating the class of data in the column; expected values are 1, 2, 3, 4, or 5.| |dataset.columns.authoritativeDefinitions||No|list of links to sources that provide more detail on column logic or values; examples would be URL to a GitHub repo, Collibra, on another tool.| dataset.columns.encryptedColumnName||Yes|The column name within the table that contains the encrypted column value. For example, unencrypted column `email_address` might have an encryptedColumnName of `email_address_encrypt`. dataset.columns.transformSourceTables||No|List of sources used in column transformation.| @@ -204,7 +204,7 @@ This section describes data quality rules & parameters. They are tightly linked ### Example of data quality at the dataset level Note: -* This example relies on a data quality tool called Elevate. It should be easily transformed to any other tool. If you have questions, please raise an [issue](https://github.com/paypal/data-contract-template/issues). +* This example relies on a data quality tool called Elevate. It should be easily transformed to any other tool. If you have questions, please raise an [issue](https://github.com/AISAUserGroup/data-contract-template/issues). * The data contract template has a provision for supporting multiple data quality tools. ```YAML @@ -221,7 +221,7 @@ dataset: type: reconciliation # Optional NEW in v2.1.0 default value for column level check - dataQuality and for table level reconciliation severity: error # Optional NEW in v2.1.0, default value is error businessImpact: operational # Optional NEW in v2.1.0 - scheduleCronExpression: 0 20 * * * # Optional NEW in v2.1.0 default schedule - every day 10 a.m. PST + scheduleCronExpression: 0 20 * * * # Optional NEW in v2.1.0 default schedule - every day 10 a.m. UTC - code: distinctCheck description: enforce distinct values toolName: Elevate @@ -466,7 +466,7 @@ customProperties: - property: dataprocClusterName # Used for specific applications like Elevate value: [cluster name] -systemInstance: someinstance.paypal.com +systemInstance: someinstance.example.com contractCreatedTs: 2022-11-15 02:59:43 ``` @@ -479,4 +479,4 @@ customProperties||No|A list of key/value pairs for custom properties. Initially customProperties.property||No|The name of the key. Names should be in camel case–the same as if they were permanent properties in the contract. customProperties.value||No|The value of the key. systemInstance||No|System Instance name where the dataset resides. -contractCreatedTs||No|Timestamp in PST of when the data contract was created. +contractCreatedTs||No|Timestamp in UTC of when the data contract was created. From 90ed8678c19260b285cd3911316bf0c08eb80305 Mon Sep 17 00:00:00 2001 From: "Jean-Georges \"jgp\" Perrin" Date: Thu, 13 Jul 2023 18:09:52 -0400 Subject: [PATCH 06/20] Working on updating v2.2 with more examples --- README.md | 2 +- docs/README.md | 18 +++++++++--------- 2 files changed, 10 insertions(+), 10 deletions(-) diff --git a/README.md b/README.md index 8ef6efb..03a22bc 100644 --- a/README.md +++ b/README.md @@ -21,7 +21,7 @@ A data contract defines the agreement between a data producer and consumers. A d * Security & stakeholders. * Custom properties. -![Data contract schema](https://github.com/AIDAUserGroup/data-contract-template/blob/main/docs/img/data-contract-v2-schema.png "Data contract schema") +![Data contract schema](https://github.com/AIDAUserGroup/data-contract-template/blob/main/docs/img/data-contract-v2.2-schema.png "Data contract schema") *Figure 1: illustration of a data contract, its principal contributors, sections, and usage.* diff --git a/docs/README.md b/docs/README.md index 7aa3484..72ce901 100644 --- a/docs/README.md +++ b/docs/README.md @@ -38,10 +38,10 @@ description: purpose: Views built on top of the seller tables. limitations: null usage: null -tenant: ClimateOpenData +tenant: ClimateQuantumInc # Getting support -productDl: product-dl@ClimateOpenData.org +productDl: product-dl@ClimateQuantum.org productSlackChannel: '#product-help' productFeedbackUrl: null @@ -79,12 +79,12 @@ tags: null | userConsumptionMode | Consumption mode | No | List of data modes for which the dataset may be used.  Expected sample values might be Analytical or Operational.
    Note: in the future, this will probably be replaced by ports. | | type | Type | Yes | Identifies the types of objects in the dataset.  For BigQuery the expected value would be tables. | | tenant | Tenant | No | Indicates the property the data is primarily associated with. Value is case insensitive. | -tags|Tags|No|a list of tags that may be assigned to the dataset, table or column; the `tags` keyword may appear at any level. -status|Status|Yes|Current status of the dataset. -sourceSystem|Source system|Yes|The system where the dataset resides.  Expected value is bigQuery -sourcePlatform|Source platform|Yes|The platform where the dataset resides. Expected value is googleCloudPlatform -server|Server|Yes|The server where the dataset resides.| -quantumName|Quantum name|Yes|The name of the data quantum or data product. +| tags|Tags|No|a list of tags that may be assigned to the dataset, table or column; the `tags` keyword may appear at any level. +| status|Status|Yes|Current status of the dataset. +| sourceSystem|Source system|Yes|The system where the dataset resides.  Expected value is bigQuery +| sourcePlatform|Source platform|Yes|The platform where the dataset resides. Expected value is googleCloudPlatform +| server|Server|Yes|The server where the dataset resides.| +| quantumName|Quantum name|Yes|The name of the data quantum or data product. productSlackChannel|Support Slack channel|No|Slack channel of the team responsible for maintaining the dataset. productFeedbackUrl|Feedback URL|No|The URL for submitting feedback to the team responsible for maintaining the dataset.| productDl|E-mail distribution list|No|The email distribution list (DL) of the persons or team responsible for maintaining the dataset. @@ -466,7 +466,7 @@ customProperties: - property: dataprocClusterName # Used for specific applications like Elevate value: [cluster name] -systemInstance: someinstance.example.com +systemInstance: instance.ClimateQuantum.org contractCreatedTs: 2022-11-15 02:59:43 ``` From 0b1110c8ab59b387aba0722f2d484e357b57fe60 Mon Sep 17 00:00:00 2001 From: "Jean-Georges \"jgp\" Perrin" Date: Thu, 13 Jul 2023 18:11:45 -0400 Subject: [PATCH 07/20] Update README.md --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 03a22bc..9d3433a 100644 --- a/README.md +++ b/README.md @@ -21,7 +21,7 @@ A data contract defines the agreement between a data producer and consumers. A d * Security & stakeholders. * Custom properties. -![Data contract schema](https://github.com/AIDAUserGroup/data-contract-template/blob/main/docs/img/data-contract-v2.2-schema.png "Data contract schema") +![Data contract schema](../../docs/img/data-contract-v2.2-schema.png "Data contract schema") *Figure 1: illustration of a data contract, its principal contributors, sections, and usage.* From 464702239da10d260d412b42c6d00ea1affa5610 Mon Sep 17 00:00:00 2001 From: "Jean-Georges \"jgp\" Perrin" Date: Thu, 13 Jul 2023 18:16:19 -0400 Subject: [PATCH 08/20] Update README.md --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 9d3433a..b1c0477 100644 --- a/README.md +++ b/README.md @@ -21,7 +21,7 @@ A data contract defines the agreement between a data producer and consumers. A d * Security & stakeholders. * Custom properties. -![Data contract schema](../../docs/img/data-contract-v2.2-schema.png "Data contract schema") +![Data contract schema](../docs/img/data-contract-v2.2-schema.png "Data contract schema") *Figure 1: illustration of a data contract, its principal contributors, sections, and usage.* From 59064a655ca7d0996ee6ecacfc0fd815d00f15f0 Mon Sep 17 00:00:00 2001 From: "Jean-Georges \"jgp\" Perrin" Date: Thu, 13 Jul 2023 18:18:40 -0400 Subject: [PATCH 09/20] Update README.md --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index b1c0477..f9ee9e2 100644 --- a/README.md +++ b/README.md @@ -21,7 +21,7 @@ A data contract defines the agreement between a data producer and consumers. 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zi7bC}^50?q?~m|buliWVcDuT=sE+3!_8tH0qIj9LN5XoA8$#mEOj3(nB`Tx9Qdnp7*_i zdk>?MWRmRuBbWX^LV_^X!@#-xE)ln*eZoa`9|31^p@tMUB!;pmRv9XD|NAw(|DW5? zdmXm_Mdez%e^~hXuOob-_SV&16{Mw<5Np{I%^%}cc=UVBU+(b^?yTCsxrPS>JpLxb z?>yYep%+@;1!ysrE|SU$K(LfmrT6Anew0HprfQ#yn~xQL{2vGSzZx))puS$U>~Q+X zlm94?{LASD0U#cVxy`zxL*K{s+ROFp_4Iu^xqCak=JIX8LJs6pa65WI&>?`E>3F?x zsJ6h=U9Y(4_P;sko!ryEUc(~}m`7%~nb%G}3t%3M4Qg^vhhdbxkB{N!V$tWn6g&6p z9zL;*60qBQatF)5i+sYwE13d({QU6JUv8)tfT7+xj{N%98}`?qn4&-S_V(sj9I>w~ z`{RE#<-fjWXFmZPd~LJ3u-cAHweZeeJG<}E?4Y_OjQ^ory|j?J`h{QWN_O_4cW`un z!Q}2={-t)adjvc2X1mw?(ueylsCVS1cdc&M>URC}E(&&0u#19S6zrm47X`a0*hRrE z3U*Pji-KJg?4n>71-mHNMZqo#c2Tg4f?X8sqF@&VyC~R2!7d7RQLu}GT@>u1U>60u kDA+~8{}l!4r7T Date: Sun, 16 Jul 2023 13:56:45 -0400 Subject: [PATCH 11/20] Added examples --- examples/README.md | 3 +++ examples/stakeholders/basic-four-dpo.yaml | 20 ++++++++++++++++++++ 2 files changed, 23 insertions(+) create mode 100644 examples/README.md create mode 100644 examples/stakeholders/basic-four-dpo.yaml diff --git a/examples/README.md b/examples/README.md new file mode 100644 index 0000000..6384645 --- /dev/null +++ b/examples/README.md @@ -0,0 +1,3 @@ +# Examples of Data Contracts + +This folder contains mainly excerpt of data contracts to illustrate specific sections & behaviors. diff --git a/examples/stakeholders/basic-four-dpo.yaml b/examples/stakeholders/basic-four-dpo.yaml new file mode 100644 index 0000000..fc65f67 --- /dev/null +++ b/examples/stakeholders/basic-four-dpo.yaml @@ -0,0 +1,20 @@ +stakeholders: + - username: ceastwood + role: dpo + dateIn: 2014-08-02 + dateOut: 2014-10-01 + replacedByUsername: jwayne + - username: jwayne + role: dpo + dateIn: 2014-10-01 + dateOut: 2019-03-14 + replacedByUsername: cjane + - username: cjane + role: dpo + dateIn: 2019-03-14 + comment: Minor interruption due to sabbatical, will be back by end of April 2021 + dateOut: 2021-04-01 + replacedByUsername: bkid + - username: bkid + role: dpo + dateIn: 2021-04-01 From 30d419a3b2711889f6db7aa9aae00ae29061eee3 Mon Sep 17 00:00:00 2001 From: "Jean-Georges \"jgp\" Perrin" Date: Sun, 16 Jul 2023 16:31:02 -0400 Subject: [PATCH 12/20] Added more examples --- examples/README.md | 10 ++++++++++ .../fundamentals/table-column-description.yaml | 12 ++++++++++++ examples/quality/column-completeness.yaml | 16 ++++++++++++++++ examples/schema/table-column.yaml | 11 +++++++++++ 4 files changed, 49 insertions(+) create mode 100644 examples/fundamentals/table-column-description.yaml create mode 100644 examples/quality/column-completeness.yaml create mode 100644 examples/schema/table-column.yaml diff --git a/examples/README.md b/examples/README.md index 6384645..27d5f2b 100644 --- a/examples/README.md +++ b/examples/README.md @@ -1,3 +1,13 @@ # Examples of Data Contracts This folder contains mainly excerpt of data contracts to illustrate specific sections & behaviors. + +## Table of content +* [Fundamentals & demographics](#Demographics) +* [Datasets & schema](#Dataset-&-schema) +* [Data quality](#Data-quality) +* [Pricing](#Pricing) +* [Stakeholders](#Stakeholders) +* [Roles](#Roles) +* [Service-level agreement](#Service-level-agreement) +* [Other properties](#Other-properties) diff --git a/examples/fundamentals/table-column-description.yaml b/examples/fundamentals/table-column-description.yaml new file mode 100644 index 0000000..d6696d0 --- /dev/null +++ b/examples/fundamentals/table-column-description.yaml @@ -0,0 +1,12 @@ +- table: tbl + description: Provides core payment metrics + dataGranularity: Aggregation on columns txn_ref_dt, pmt_txn_id + columns: + - column: txn_ref_dt + businessName: Transaction reference date + logicalType: date + physicalType: date + description: Reference date for the transaction. Use this date in reports and aggregation rather than txn_mystical_dt, as it is slightly too mystical. + sampleValues: + - 2022-10-03 + - 2025-01-28 diff --git a/examples/quality/column-completeness.yaml b/examples/quality/column-completeness.yaml new file mode 100644 index 0000000..94a4870 --- /dev/null +++ b/examples/quality/column-completeness.yaml @@ -0,0 +1,16 @@ +- table: Air_Quality + description: Air quality of the city of New York - https://catalog.data.gov/dataset/air-quality + dataGranularity: Raw records + columns: + - column: UniqueID + isPrimary: true + businessName: Unique identifier + logicalType: number + physicalType: int + quality: + - templateName: NullCheck + toolName: ClimateQuantumDataQualityPackage + description: This column should not contain null values + dimension: completeness + severity: error + businessImpact: operational \ No newline at end of file diff --git a/examples/schema/table-column.yaml b/examples/schema/table-column.yaml new file mode 100644 index 0000000..8615686 --- /dev/null +++ b/examples/schema/table-column.yaml @@ -0,0 +1,11 @@ +- table: tbl + columns: + - column: rcvr_cntry_code + businessName: Receiver country code + logicalType: string + physicalType: varchar(2) + authoritativeDefinitions: + - url: https://collibra.com/asset/748f-71a5-4ab1-bda4-8c25 + type: Business definition + - url: https://github.com/myorg/myrepo + type: Reference implementation From ee946209ec220b2b21627fdff6583695484d252f Mon Sep 17 00:00:00 2001 From: "Jean-Georges \"jgp\" Perrin" Date: Sun, 16 Jul 2023 19:04:41 -0400 Subject: [PATCH 13/20] Added accuracy and validity examples. --- examples/quality/column-accuracy.yaml | 20 ++++++++++++++++++++ examples/quality/column-validity.yaml | 19 +++++++++++++++++++ 2 files changed, 39 insertions(+) create mode 100644 examples/quality/column-accuracy.yaml create mode 100644 examples/quality/column-validity.yaml diff --git a/examples/quality/column-accuracy.yaml b/examples/quality/column-accuracy.yaml new file mode 100644 index 0000000..f1f7a41 --- /dev/null +++ b/examples/quality/column-accuracy.yaml @@ -0,0 +1,20 @@ +- table: Air_Quality + description: Air quality of the city of New York - https://catalog.data.gov/dataset/air-quality + dataGranularity: Raw records + columns: + - column: DataValue + businessName: Measured value + logicalType: number + physicalType: float(3,2) + quality: + - templateName: RangeCheck + toolName: ClimateQuantumDataQualityPackage + description: This column should not contain positive values under 500 + dimension: accuracy + severity: error + businessImpact: operational + customProperties: + - property: min + value: 0 + - property: max + value: 500 diff --git a/examples/quality/column-validity.yaml b/examples/quality/column-validity.yaml new file mode 100644 index 0000000..c935f5f --- /dev/null +++ b/examples/quality/column-validity.yaml @@ -0,0 +1,19 @@ +- table: Air_Quality + description: Air quality of the city of New York - https://catalog.data.gov/dataset/air-quality + dataGranularity: Raw records + columns: + - column: UniqueID + isPrimary: true + businessName: Unique identifier + logicalType: number + physicalType: int + quality: + - templateName: RangeCheck + toolName: ClimateQuantumDataQualityPackage + description: This column should not contain values under 100000 + dimension: validity + severity: error + businessImpact: operational + customProperties: + - property: min + value: 100000 From ba5365010b4bb1471a7479f1ce9e6975496368da Mon Sep 17 00:00:00 2001 From: "Jean-Georges \"jgp\" Perrin" Date: Mon, 17 Jul 2023 09:12:52 -0400 Subject: [PATCH 14/20] Made example leverage v2.2 feature Prep for 2.2.0 --- examples/quality/column-accuracy.yaml | 7 +++++-- examples/quality/column-completeness.yaml | 5 ++++- examples/quality/column-validity.yaml | 5 ++++- 3 files changed, 13 insertions(+), 4 deletions(-) diff --git a/examples/quality/column-accuracy.yaml b/examples/quality/column-accuracy.yaml index f1f7a41..6baaf9b 100644 --- a/examples/quality/column-accuracy.yaml +++ b/examples/quality/column-accuracy.yaml @@ -1,5 +1,8 @@ - table: Air_Quality - description: Air quality of the city of New York - https://catalog.data.gov/dataset/air-quality + description: Air quality of the city of New York + authoritativeDefinitions: + - url: https://catalog.data.gov/dataset/air-quality + type: Reference definition on Data.gov dataGranularity: Raw records columns: - column: DataValue @@ -9,7 +12,7 @@ quality: - templateName: RangeCheck toolName: ClimateQuantumDataQualityPackage - description: This column should not contain positive values under 500 + description: 'This column should contain positive values under 500' dimension: accuracy severity: error businessImpact: operational diff --git a/examples/quality/column-completeness.yaml b/examples/quality/column-completeness.yaml index 94a4870..f848ad0 100644 --- a/examples/quality/column-completeness.yaml +++ b/examples/quality/column-completeness.yaml @@ -1,5 +1,8 @@ - table: Air_Quality - description: Air quality of the city of New York - https://catalog.data.gov/dataset/air-quality + description: Air quality of the city of New York + authoritativeDefinitions: + - url: https://catalog.data.gov/dataset/air-quality + type: Reference definition on Data.gov dataGranularity: Raw records columns: - column: UniqueID diff --git a/examples/quality/column-validity.yaml b/examples/quality/column-validity.yaml index c935f5f..e180a88 100644 --- a/examples/quality/column-validity.yaml +++ b/examples/quality/column-validity.yaml @@ -1,5 +1,8 @@ - table: Air_Quality - description: Air quality of the city of New York - https://catalog.data.gov/dataset/air-quality + description: Air quality of the city of New York + authoritativeDefinitions: + - url: https://catalog.data.gov/dataset/air-quality + type: Reference definition on Data.gov dataGranularity: Raw records columns: - column: UniqueID From b4cd32159df20a54fddabdeafc853f924c69fd77 Mon Sep 17 00:00:00 2001 From: "Jean-Georges \"jgp\" Perrin" Date: Thu, 27 Jul 2023 09:23:55 -0400 Subject: [PATCH 15/20] Prep for v2.2 Prep for v2.2 --- AUTHORS.md | 3 ++- README.md | 11 ++++++++--- docs/README.md | 5 +++++ 3 files changed, 15 insertions(+), 4 deletions(-) diff --git a/AUTHORS.md b/AUTHORS.md index 2c3a013..674bcf6 100644 --- a/AUTHORS.md +++ b/AUTHORS.md @@ -4,9 +4,10 @@ | --- | --- | --- | | [David Austin](https://www.linkedin.com/in/daustin5/) | Revance | Data architect | | [Laveena Kewlani](https://www.linkedin.com/in/laveena-kewlani-a831485a/) | PayPal | Solutions architect | -| [Jean-Georges Perrin](https://www.linkedin.com/in/jgperrin/) | PayPal | Lead architect | +| [Jean-Georges Perrin](https://www.linkedin.com/in/jgperrin/) | jgp.ai | Principal Technologist | | [Kruthika Potlapally](https://www.linkedin.com/in/kruthikap/) | Clairvoyant/EXL | Delivery | | [Amit Sutar](https://www.linkedin.com/in/amitbsutar/) | Clairvoyant/EXL | Delivery & architect | | Wenjie Guo | PayPal | Developer | | Shiqi Guo | PayPal | Developer | | Hongxin Jiang | PayPal | Developer | +| [Kim Thies](https://www.linkedin.com/in/vtkthies/) | ProfitOptics | Advisor | diff --git a/README.md b/README.md index f9ee9e2..39221b2 100644 --- a/README.md +++ b/README.md @@ -1,14 +1,14 @@ -# Template for Data Contract +# Open Data Contract Standard Welcome! Thanks for your interest and for taking the time to come here! ❤️ ## Executive summary -This project describes the **data contract** being used to implement Data Mesh at [PayPal](https://about.pypl.com/). It is available for you as an Apache 2.0 license. Contributions are welcome! +This standard describes a structure for a **data contract**. It's current version is 2.2.0. It is available for you as an Apache 2.0 license. Contributions are welcome! ## Discover the template -Discover the [template](https://github.com/AIDAUserGroup/data-contract-template/blob/main/docs/README.md). This file contains some explanations and several examples. +Discover the [template](https://github.com/AIDAUserGroup/data-contract-template/blob/main/docs/README.md). This file contains some explanations and several examples. More [examples](./examples/README.md) have been added to v2.2. ## What is a Data Contract? @@ -38,6 +38,11 @@ Check out the [CONTRIBUTING](https://github.com/AIDAUserGroup/data-contract-temp If you spot an article about the Data Contract Template, make a pull request! +## More + +### History +Formerly known as the data contract template, this standard is used to implement Data Mesh at [PayPal](https://about.pypl.com/). Today, started with v2.2.0, it is maintained by a 501c6 non-profit organization called AIDA User Group (Articifial Intelligence, Data, and Analytics User Group). + ### How do we use Data Contracts at PayPal? PayPal uses data contracts in many ways, but this [article](https://medium.com/paypal-tech/the-next-generation-of-data-platforms-is-the-data-mesh-b7df4b825522) from the [PayPal Technology blog](https://medium.com/paypal-tech) gives a good introduction. diff --git a/docs/README.md b/docs/README.md index 72ce901..accfdc6 100644 --- a/docs/README.md +++ b/docs/README.md @@ -112,6 +112,11 @@ dataset: physicalName: tbl_1 # NEW in v2.1.0, Optional, default value is table name + version separated by underscores, as table_1_2_0 priorTableName: null # if needed description: Provides core payment metrics + authoritativeDefinitions: # NEW in v2.2.0, inspired by the column-level authoritative links + - url: https://catalog.data.gov/dataset/air-quality + type: Reference definition + - url: https://youtu.be/jbY1BKFj9ec + type: Video tutorial tags: null dataGranularity: Aggregation on columns txn_ref_dt, pmt_txn_id columns: From 5f66a594facc9d228bec317aebae2012f30ea503 Mon Sep 17 00:00:00 2001 From: "Jean-Georges \"jgp\" Perrin" Date: Thu, 27 Jul 2023 09:32:00 -0400 Subject: [PATCH 16/20] More examples --- README.md | 4 ++-- docs/README.md | 4 ++-- examples/README.md | 19 +++++++++++++++++++ 3 files changed, 23 insertions(+), 4 deletions(-) diff --git a/README.md b/README.md index 39221b2..60c1c4d 100644 --- a/README.md +++ b/README.md @@ -8,7 +8,7 @@ Thanks for your interest and for taking the time to come here! ❤️ This standard describes a structure for a **data contract**. It's current version is 2.2.0. It is available for you as an Apache 2.0 license. Contributions are welcome! ## Discover the template -Discover the [template](https://github.com/AIDAUserGroup/data-contract-template/blob/main/docs/README.md). This file contains some explanations and several examples. More [examples](./examples/README.md) have been added to v2.2. +Discover the [template](./docs/README.md). This file contains some explanations and several examples. More [examples](./examples/README.md) have been added to v2.2. ## What is a Data Contract? @@ -26,7 +26,7 @@ A data contract defines the agreement between a data producer and consumers. A d *Figure 1: illustration of a data contract, its principal contributors, sections, and usage.* ## Contributing to the project -Check out the [CONTRIBUTING](https://github.com/AIDAUserGroup/data-contract-template/blob/main/CONTRIBUTING.md) file. +Check out the [CONTRIBUTING](./CONTRIBUTING.md) file. ## Articles diff --git a/docs/README.md b/docs/README.md index accfdc6..75717bd 100644 --- a/docs/README.md +++ b/docs/README.md @@ -1,7 +1,7 @@ -# Data Contract Template +# Open Data Contract Standard ## Executive summary -This document describes the keys and values expected in a YAML data contract. It is divided in multiple sections: [demographics](#Demographics), [dataset & schema](#Dataset-&-schema), [data quality](#Data-quality), [pricing](#Pricing), [stakeholders](#Stakeholders), [roles](#Roles), [service-level agreement](#Service-level-agreement), and [other properties](#Other-properties). Each section starts with at least an example followed by definition of each field/key. +This document describes the keys and values expected in a YAML data contract, per the **Open Data Contract Standard**. It is divided in multiple sections: [demographics](#Demographics), [dataset & schema](#Dataset-&-schema), [data quality](#Data-quality), [pricing](#Pricing), [stakeholders](#Stakeholders), [roles](#Roles), [service-level agreement](#Service-level-agreement), and [other properties](#Other-properties). Each section starts with at least an example followed by definition of each field/key. ## Table of content * [Fundamentals & demographics](#Demographics) diff --git a/examples/README.md b/examples/README.md index 27d5f2b..ac6a9df 100644 --- a/examples/README.md +++ b/examples/README.md @@ -1,5 +1,6 @@ # Examples of Data Contracts +## Executive summary This folder contains mainly excerpt of data contracts to illustrate specific sections & behaviors. ## Table of content @@ -11,3 +12,21 @@ This folder contains mainly excerpt of data contracts to illustrate specific sec * [Roles](#Roles) * [Service-level agreement](#Service-level-agreement) * [Other properties](#Other-properties) + +## Demographics +Look in the []`fundamentals`](./fundamentals) directory. + +## Dataset & schema + +## Data quality + +## Pricing +This section covers pricing when you bill your customer for using this data product. Pricing is experimental in v2.2.0 of the data contract. + +## Stakeholders + +## Roles + +## Service-level agreement + +## Other properties From b31485084d9814215f4d30e9f38879c99dbf8206 Mon Sep 17 00:00:00 2001 From: "Jean-Georges \"jgp\" Perrin" Date: Thu, 27 Jul 2023 09:33:16 -0400 Subject: [PATCH 17/20] Update README.md --- examples/README.md | 3 ++- 1 file changed, 2 insertions(+), 1 deletion(-) diff --git a/examples/README.md b/examples/README.md index ac6a9df..ca7bf9f 100644 --- a/examples/README.md +++ b/examples/README.md @@ -14,11 +14,12 @@ This folder contains mainly excerpt of data contracts to illustrate specific sec * [Other properties](#Other-properties) ## Demographics -Look in the []`fundamentals`](./fundamentals) directory. +Look in the [`fundamentals`](./fundamentals) directory. ## Dataset & schema ## Data quality +Look in the [quality](./quality) directory. ## Pricing This section covers pricing when you bill your customer for using this data product. Pricing is experimental in v2.2.0 of the data contract. From 7f65ff2aa2d3733c534a44a60cfa9499d11d8655 Mon Sep 17 00:00:00 2001 From: "Jean-Georges \"jgp\" Perrin" Date: Thu, 27 Jul 2023 09:35:04 -0400 Subject: [PATCH 18/20] Update README.md --- examples/README.md | 7 ++++++- 1 file changed, 6 insertions(+), 1 deletion(-) diff --git a/examples/README.md b/examples/README.md index ca7bf9f..6dea934 100644 --- a/examples/README.md +++ b/examples/README.md @@ -17,17 +17,22 @@ This folder contains mainly excerpt of data contracts to illustrate specific sec Look in the [`fundamentals`](./fundamentals) directory. ## Dataset & schema +Look in the [`schema`](./schema) directory. ## Data quality -Look in the [quality](./quality) directory. +Look in the [`quality`](./quality) directory. ## Pricing This section covers pricing when you bill your customer for using this data product. Pricing is experimental in v2.2.0 of the data contract. ## Stakeholders +Look in the [`stakeholders`](./stakeholders) directory. ## Roles +Coming soon. ## Service-level agreement +Coming soon. ## Other properties +Coming soon. From 6352a9250da9681ad3f8c665fe2aaa9803ebc5fe Mon Sep 17 00:00:00 2001 From: "Jean-Georges \"jgp\" Perrin" Date: Thu, 27 Jul 2023 09:41:37 -0400 Subject: [PATCH 19/20] Update CONTRIBUTING.md --- CONTRIBUTING.md | 17 ++++++----------- 1 file changed, 6 insertions(+), 11 deletions(-) diff --git a/CONTRIBUTING.md b/CONTRIBUTING.md index 3eace51..52f30ce 100644 --- a/CONTRIBUTING.md +++ b/CONTRIBUTING.md @@ -1,8 +1,6 @@ -# Template for Data Contract - - -# Contributing to Data Contract Template +# Open Data Contract Standard +## Executive summary First off, thanks for taking the time to contribute! ❤️ All types of contributions are encouraged and valued. See the [Table of Contents](#table-of-contents) for different ways to help and details about how this project handles them. Please make sure to read the relevant section before making your contribution. It will make it a lot easier for us maintainers and smooth out the experience for all involved. The community looks forward to your contributions. 🎉 @@ -34,7 +32,7 @@ to [@jgperrin](https://github.com/jgperrin). ## I Have a Question -> If you want to ask a question, we assume that you have read the available [Documentation](https://github.com/paypal/data-contract-template). +> If you want to ask a question, we assume that you have read the available [Documentation](https://github.com/AIDAUserGroup/open-data-contract-standard). Before you ask a question, it is best to search for existing [Issues](/issues) that might help you. In case you have found a suitable issue and still need clarification, you can write your question in this issue. It is also advisable to search the internet for answers first. @@ -58,7 +56,7 @@ This section guides you through submitting an enhancement suggestion for Data Co #### Before Submitting an Enhancement - Make sure that you are using the latest version. -- Read the [documentation](https://github.com/paypal/data-contract-template) carefully and find out if the functionality is already covered. +- Read the [documentation](https://github.com/AIDAUserGroup/open-data-contract-standard) carefully and find out if the functionality is already covered. - Perform a [search](/issues) to see if the enhancement has already been suggested. If it has, add a comment to the existing issue instead of opening a new one. - Find out whether your idea fits with the scope and aims of the project. It's up to you to make a strong case to convince the project's developers of the merits of this feature. Keep in mind that we want features that will be useful to the majority of our users and not just a small subset. @@ -73,10 +71,7 @@ Enhancement suggestions are tracked as [GitHub issues](/issues). - **Explain why this enhancement would be useful** to most Data Contract Template users. You may also want to point out the other projects that solved it better and which could serve as inspiration. ### Improving The Documentation - +Please contact [@jgperrin](https://github.com/jgperrin). Examples are always welecome. ## Join The Project Team - +Please contact [@jgperrin](https://github.com/jgperrin). From 2d26d26edd80d530ba3d326076557081a799c5fa Mon Sep 17 00:00:00 2001 From: "Jean-Georges \"jgp\" Perrin" Date: Thu, 27 Jul 2023 10:15:05 -0400 Subject: [PATCH 20/20] Cleanup of nomenclature. --- CHANGELOG.md | 13 ++++++-- CONTRIBUTING.md | 4 +-- README.md | 8 ++--- docs/README.md | 86 +++++++++++++++++++++++++------------------------ 4 files changed, 61 insertions(+), 50 deletions(-) diff --git a/CHANGELOG.md b/CHANGELOG.md index 70df9e4..a94d916 100644 --- a/CHANGELOG.md +++ b/CHANGELOG.md @@ -1,4 +1,13 @@ -This document tracks the history and evolution of the data contract template. It precedes +This document tracks the history and evolution of the **Open Data Contract Standard**. + +# v2.2.0 - 2023-07-27 - APPROVED + +* New name to Open Data Contract Standard. +* `templateName` is now called `standardVersion`, v2.2.0 parsers should account for this change and support both to avoid a breaking change. +* Added support for `authoritativeDefinitions` at the table level. +* Added many examples. +* Various improvements and typo corrections. +* Finalization of fork under AIDA User Group. # v2.1.1 - 2023-04-26 - APPROVED @@ -12,7 +21,7 @@ The data contract adds elements specifically for interfacing with the Data Quali Additions: * quality (table level & column level check): -* templateName +* templateName (called standardVersion since v2.2.0) * dimension * type * severity diff --git a/CONTRIBUTING.md b/CONTRIBUTING.md index 52f30ce..6f53ba3 100644 --- a/CONTRIBUTING.md +++ b/CONTRIBUTING.md @@ -25,7 +25,7 @@ All types of contributions are encouraged and valued. See the [Table of Contents ## Code of Conduct This project and everyone participating in it is governed by the -[Data Contract Template Code of Conduct](blob/master/CODE_OF_CONDUCT.md). +[Open Data Contract Standard Code of Conduct](blob/master/CODE_OF_CONDUCT.md). By participating, you are expected to uphold this code. Please report unacceptable behavior to [@jgperrin](https://github.com/jgperrin). @@ -68,7 +68,7 @@ Enhancement suggestions are tracked as [GitHub issues](/issues). - Use a **clear and descriptive title** for the issue to identify the suggestion. - Provide a **step-by-step description of the suggested enhancement** in as many details as possible. - **Describe the current behavior** and **explain which behavior you expected to see instead** and why. At this point you can also tell which alternatives do not work for you. -- **Explain why this enhancement would be useful** to most Data Contract Template users. You may also want to point out the other projects that solved it better and which could serve as inspiration. +- **Explain why this enhancement would be useful** to most Open Data Contract Standard users. You may also want to point out the other projects that solved it better and which could serve as inspiration. ### Improving The Documentation Please contact [@jgperrin](https://github.com/jgperrin). Examples are always welecome. diff --git a/README.md b/README.md index 60c1c4d..4b6a683 100644 --- a/README.md +++ b/README.md @@ -7,8 +7,8 @@ Thanks for your interest and for taking the time to come here! ❤️ ## Executive summary This standard describes a structure for a **data contract**. It's current version is 2.2.0. It is available for you as an Apache 2.0 license. Contributions are welcome! -## Discover the template -Discover the [template](./docs/README.md). This file contains some explanations and several examples. More [examples](./examples/README.md) have been added to v2.2. +## Discover the open standard +Discover the [Open Data Contract Standard](./docs/README.md). This file contains some explanations and several examples. More [examples](./examples/README.md) have been added to v2.2. ## What is a Data Contract? @@ -36,14 +36,14 @@ Check out the [CONTRIBUTING](./CONTRIBUTING.md) file. * 2023-05-05 - [Jonathan Neo (j__neo ) on Reddit](https://www.reddit.com/r/dataengineering/comments/137glbo/comment/jixw5hj/?utm_source=reddit&utm_medium=web2x&context=3) * 2023-05-01 - [PayPal open sources its data contract template](https://jgp.ai/2023/05/01/paypal-open-sources-its-data-contract-template/) -If you spot an article about the Data Contract Template, make a pull request! +If you spot an article about the Open Data Contract Standard, make a pull request! ## More ### History Formerly known as the data contract template, this standard is used to implement Data Mesh at [PayPal](https://about.pypl.com/). Today, started with v2.2.0, it is maintained by a 501c6 non-profit organization called AIDA User Group (Articifial Intelligence, Data, and Analytics User Group). -### How do we use Data Contracts at PayPal? +### How does PayPal use Data Contracts? PayPal uses data contracts in many ways, but this [article](https://medium.com/paypal-tech/the-next-generation-of-data-platforms-is-the-data-mesh-b7df4b825522) from the [PayPal Technology blog](https://medium.com/paypal-tech) gives a good introduction. diff --git a/docs/README.md b/docs/README.md index 75717bd..1cd92b7 100644 --- a/docs/README.md +++ b/docs/README.md @@ -14,9 +14,9 @@ This document describes the keys and values expected in a YAML data contract, pe * [Other properties](#Other-properties) ## Notes -* This contract is containing example values, we reviewed very carefully the consistency of those values, but we cannot guarantee that there are no errors. If you spot one, please raise an [issue](https://github.com/AIDAUserGroup/data-contract-template/issues). +* This contract is containing example values, we reviewed very carefully the consistency of those values, but we cannot guarantee that there are no errors. If you spot one, please raise an [issue](https://github.com/AIDAUserGroup/open-data-contract-standard/issues). * Some fields have `null` value: even if it is equivalent to not having the field in the contract, we wanted to have the field for illustration purpose. -* This contract leverages BigQuery but should be **platform agnostic**. If you think it is not the case, please raise an [issue](https://github.com/AIDAUserGroup/data-contract-template/issues). +* This contract leverages BigQuery but should be **platform agnostic**. If you think it is not the case, please raise an [issue](https://github.com/AIDAUserGroup/open-data-contract-standard/issues). ## Demographics This section contains general information about the contract. @@ -29,7 +29,7 @@ datasetDomain: seller # Domain quantumName: my quantum # Data product name userConsumptionMode: Analytical version: 1.1.0 # Version (follows semantic versioning) -templateVersion: 2.2.0 # Template version (follows semantic versioning) +standardVersion: 2.2.0 # Standard version (follows semantic versioning, previously known as templateVersion) status: current uuid: 53581432-6c55-4ba2-a65f-72344a91553a @@ -72,19 +72,19 @@ tags: null |Key|UX label|Required|Description| | --- | --- | --- | --- | -| version | Version | Yes | Current version of the data contract.| -| templateVersion | Template version | No | Version of the template used to build data contract. Default value is v2.1.0. | -| uuid | Identifier | Yes | A unique identifier used to reduce the risk of dataset name collisions; initially the UUID will be created using a UUID generator tool ([example](https://www.uuidgenerator.net/)). However, we may want to develop a method that accepts a seed value using a combination of fields–such as name, kind and source–to create a repeatable value. | -| username | Username | Yes | User credentials for connecting to the dataset; how the credentials will be stored/passed is outside of the scope of the contract. | -| userConsumptionMode | Consumption mode | No | List of data modes for which the dataset may be used.  Expected sample values might be Analytical or Operational.
      Note: in the future, this will probably be replaced by ports. | -| type | Type | Yes | Identifies the types of objects in the dataset.  For BigQuery the expected value would be tables. | -| tenant | Tenant | No | Indicates the property the data is primarily associated with. Value is case insensitive. | -| tags|Tags|No|a list of tags that may be assigned to the dataset, table or column; the `tags` keyword may appear at any level. -| status|Status|Yes|Current status of the dataset. -| sourceSystem|Source system|Yes|The system where the dataset resides.  Expected value is bigQuery -| sourcePlatform|Source platform|Yes|The platform where the dataset resides. Expected value is googleCloudPlatform -| server|Server|Yes|The server where the dataset resides.| -| quantumName|Quantum name|Yes|The name of the data quantum or data product. +|version | Version |Yes| Current version of the data contract.| +|standardVersion | Standard version |No | Version of the standard used to build data contract. Default value is v2.2.0. | +|uuid | Identifier |Yes| A unique identifier used to reduce the risk of dataset name collisions; initially the UUID will be created using a UUID generator tool ([example](https://www.uuidgenerator.net/)). However, we may want to develop a method that accepts a seed value using a combination of fields–such as name, kind and source–to create a repeatable value. | +|username | Username | Yes | User credentials for connecting to the dataset; how the credentials will be stored/passed is outside of the scope of the contract. | +|userConsumptionMode | Consumption mode | No | List of data modes for which the dataset may be used.  Expected sample values might be Analytical or Operational.
      Note: in the future, this will probably be replaced by ports. | +|type | Type | Yes | Identifies the types of objects in the dataset.  For BigQuery the expected value would be tables. | +|tenant | Tenant | No | Indicates the property the data is primarily associated with. Value is case insensitive. | +|tags|Tags|No|a list of tags that may be assigned to the dataset, table or column; the `tags` keyword may appear at any level. +|status|Status|Yes|Current status of the dataset. +|sourceSystem|Source system|Yes|The system where the dataset resides.  Expected value is bigQuery +|sourcePlatform|Source platform|Yes|The platform where the dataset resides. Expected value is googleCloudPlatform +|server|Server|Yes|The server where the dataset resides.| +|quantumName|Quantum name|Yes|The name of the data quantum or data product. productSlackChannel|Support Slack channel|No|Slack channel of the team responsible for maintaining the dataset. productFeedbackUrl|Feedback URL|No|The URL for submitting feedback to the team responsible for maintaining the dataset.| productDl|E-mail distribution list|No|The email distribution list (DL) of the persons or team responsible for maintaining the dataset. @@ -177,31 +177,33 @@ dataset: ### Definitions -|Key|UX label|Required|Description| -| --- | --- | --- | --- | -dataset||Yes|Array. A list of tables within the dataset to be cataloged -dataset.table||Yes|Name of the table being cataloged; the value should only contain the table name. Do not include the project or dataset name in the value. -dataset.physicalName||No|Physical name of the table, default value is table name + version separated by underscores, as `table_1_2_0`.| -dataset.priorTableName||Yes|Name of the previous version of the dataset.| -dataset.dataGranularity||No|Granular level of the data in the table. Example would be `pmt_txn_id`.| -dataset.columns||Yes|Array. A list of columns in the table.| -dataset.columns.column||Yes|the name of the column.| -dataset.columns.isPrimaryKey||No|Boolean value specifying whether the column is primary or not. Default is false.| -dataset.columns.businessName||Yes|the business name of the column.| -dataset.columns.logicalType||Yes|the logical column datatype.| -dataset.columns.physicalType||Yes|the physical column datatype.| -|dataset.columns.isNullable||Yes|indicates if the column may contain Null values; possible values are true and false.| -|dataset.columns.partitionStatus||Yes|indicates if the column is partitioned; possible values are true and false.| -|dataset.columns.clusterStatus||Yes|indicates of the column is clustered; possible values are true and false.| -|dataset.columns.classification||Yes|Can be anything, like confidential, restricted, and public to more advanced categorization. Some companies like PayPal, use data classification indicating the class of data in the column; expected values are 1, 2, 3, 4, or 5.| -|dataset.columns.authoritativeDefinitions||No|list of links to sources that provide more detail on column logic or values; examples would be URL to a GitHub repo, Collibra, on another tool.| -dataset.columns.encryptedColumnName||Yes|The column name within the table that contains the encrypted column value. For example, unencrypted column `email_address` might have an encryptedColumnName of `email_address_encrypt`. -dataset.columns.transformSourceTables||No|List of sources used in column transformation.| -dataset.columns.transformLogic||No|Logic used in the column transformation.| -dataset.columns.transformDescription||No|Describes the transform logic in very simple terms.| -dataset.columns.sampleValues||No|List of sample column values.| -dataset.columns.criticalDataElementStatus||No|True or false indicator; If element is considered a critical data element (CDE) then true else false.| -dataset.columns.tags||No|A list of tags that may be assigned to the dataset, table or column; the tags keyword may appear at any level.| +|Key |UX label|Required|Description| +| --- | --- | --- | --- | +|dataset ||Yes|Array. A list of tables within the dataset to be cataloged.| +|dataset.table ||Yes|Name of the table being cataloged; the value should only contain the table name. Do not include the project or dataset name in the value. +|dataset.table.physicalName ||No |Physical name of the table, default value is table name + version separated by underscores, as `table_1_2_0`.| +|dataset.table.priorTableName ||No |Name of the previous version of the dataset, if applicable.| +|dataset.table.description ||No |List of links to sources that provide more detail on column logic or values; examples would be URL to a GitHub repo, Collibra, on another tool.| +|dataset.table.authoritativeDefinitions ||No |List of links to sources that provide more details on the table; examples would be a link to an external definition, a training video, a GitHub repo, Collibra, or another tool. Authoritative definitions follow the same structure in the standard.| +|dataset.table.dataGranularity ||No |Granular level of the data in the table. Example would be `pmt_txn_id`.| +|dataset.table.columns ||Yes|Array. A list of columns in the table.| +|dataset.table.columns.column ||Yes|The name of the column.| +|dataset.table.columns.column.isPrimaryKey ||No |Boolean value specifying whether the column is primary or not. Default is false.| +|dataset.table.columns.column.businessName ||No |the business name of the column.| +|dataset.table.columns.column.logicalType ||Yes|the logical column datatype.| +|dataset.table.columns.column.physicalType ||Yes|the physical column datatype.| +|dataset.table.columns.column.isNullable ||No |indicates if the column may contain Null values; possible values are true and false. Default is false.| +|dataset.table.columns.column.partitionStatus ||No |indicates if the column is partitioned; possible values are true and false.| +|dataset.table.columns.column.clusterStatus ||No |indicates of the column is clustered; possible values are true and false.| +|dataset.table.columns.column.classification ||No |Can be anything, like confidential, restricted, and public to more advanced categorization. Some companies like PayPal, use data classification indicating the class of data in the column; expected values are 1, 2, 3, 4, or 5.| +|dataset.table.columns.column.authoritativeDefinitions ||No |list of links to sources that provide more detail on column logic or values; examples would be URL to a GitHub repo, Collibra, on another tool.| +|dataset.table.columns.column.encryptedColumnName ||No |The column name within the table that contains the encrypted column value. For example, unencrypted column `email_address` might have an encryptedColumnName of `email_address_encrypt`.| +|dataset.table.columns.column.transformSourceTables ||No |List of sources used in column transformation.| +|dataset.table.columns.column.transformLogic ||No |Logic used in the column transformation.| +|dataset.table.columns.column.transformDescription ||No |Describes the transform logic in very simple terms.| +|dataset.table.columns.column.sampleValues ||No |List of sample column values.| +|dataset.table.columns.column.criticalDataElementStatus ||No |True or false indicator; If element is considered a critical data element (CDE) then true else false.| +|dataset.table.columns.column.tags ||No |A list of tags that may be assigned to the dataset, table or column; the tags keyword may appear at any level.| ## Data quality This section describes data quality rules & parameters. They are tightly linked to the schema described in the previous section. @@ -210,7 +212,7 @@ This section describes data quality rules & parameters. They are tightly linked Note: * This example relies on a data quality tool called Elevate. It should be easily transformed to any other tool. If you have questions, please raise an [issue](https://github.com/AISAUserGroup/data-contract-template/issues). -* The data contract template has a provision for supporting multiple data quality tools. +* The Open Data Contract Standard has a provision for supporting multiple data quality tools. ```YAML dataset:

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