Data certification process for cloud database platform
Methods, systems, and apparatuses for providing access to records of a database stored on a database server in a cloud database platform are described herein. A data sharing platform may determine a shared view definition for access to the database. The data sharing platform may determine rules that specify criteria that limit access to the records stored by the database. The one or more first rules may be received via a user interface. The data sharing platform may perform, based on the rules, a data access certification process on the records stored by the database to generate a table of certification results. The data sharing platform may generate, based on the table of certification results, and without modifying the records stored by the database, a limited consumer view definition. Based on updates to the records, a new limited consumer view definition may be generated.
1. A data sharing platform configured to provide access to records of a database stored on a database server, the data sharing platform comprising:
one or more processors; and
memory storing instructions that, when executed by the one or more processors, cause the data sharing platform to:
determine one or more first rules that specify criteria, associated with consumer permissions to access the database via a cloud database platform, that limit consumer access to the records stored by the database;
perform, based on the one or more first rules, a data access certification process on the records stored by the database to generate a table of certification results by causing the data sharing platform to:
access all the records stored by the database;
generate a data certification result for each record based on determining, for each record, whether a given record satisfies the criteria of the one or more first rules based on one or more fields of the given record; and
generate, based on the data certification result for each record, the table of certification results that indicates, for each record, whether the record satisfies the criteria of the one or more first rules; and
cause, based on a query, based on the table of certification results, and without modifying the records stored by the database, a first virtual warehouse provided by the cloud database platform to provide access to a first portion of the records in compliance with the criteria of the one or more first rules and exclude a second portion of the records not in compliance with the criteria of the one or more first rules.
2. The data sharing platform of claim 1 , wherein the instructions, when executed by the one or more processors, further cause the data sharing platform to:
cause output of a result of the query to a consumer authorized to access the database.
3. The data sharing platform of claim 1 , wherein the instructions, when executed by the one or more processors, further cause the data sharing platform to:
receive an update to the one or more first rules;
perform, based on the update to the one or more first rules, the data access certification process to generate a second table of certification results; and
cause, based on the second table of certification results, the first virtual warehouse to provide access to a third portion of the records.
4. The data sharing platform of claim 1 , wherein the instructions, when executed by the one or more processors, cause the data sharing platform to generate the table of certification results by further causing the data sharing platform to:
add, to the table of certification results and based on at least one of the one or more first rules, an indication that a first value in a first field should be replaced with a second value.
5. The data sharing platform of claim 1 , wherein at least one of the one or more first rules prevent one or more of:
output of invalid values;
output of values outside of a predefined range; or
output of values that do not match a regular expression pattern.
6. The data sharing platform of claim 1 , wherein at least one rule of the one or more first rules prevent output of data outside a time period specified by the at least one rule.
7. The data sharing platform of claim 1 , wherein at least one of the one or more first rules is configured to cause output of an alert based on a determination that more than a predetermined percentage of the records is not output based on the one or more first rules.
8. A method for providing access to records of a database stored on a database server, the method comprising:
determining, by a data sharing platform, one or more first rules that specify criteria, associated with consumer permissions to access the database via a cloud database platform, that limit consumer access to the records stored by the database;
performing, based on the one or more first rules, a data access certification process on the records stored by the database to generate a table of certification results by:
accessing all the records stored by the database;
generating a data certification result for each record based on determining, for each record, whether a given record satisfies the criteria of the one or more first rules based on one or more fields of the given record; and
generating, based on the data certification result for each record, the table of certification results that indicates, for each record, whether the record satisfies the criteria of the one or more first rules; and
causing, based on a query, based on the table of certification results, and without modifying the records stored by the database, a first virtual warehouse provided by the cloud database platform to provide access to a first portion of the records in compliance with the criteria of the one or more first rules and exclude a second portion of the records not in compliance with the criteria of the one or more first rules.
9. The method of claim 8 , further comprising:
causing output of a result of the query to a consumer authorized to access the database.
10. The method of claim 8 , further comprising:
receiving an update to the one or more first rules;
performing, based on the update to the one or more first rules, the data access certification process to generate a second table of certification results; and
causing, based on the second table of certification results, the first virtual warehouse to provide access to a third portion of the records.
11. The method of claim 8 , wherein generating the table of certification results further comprises:
adding, to the table of certification results and based on at least one of the one or more first rules, an indication that a first value in a first field should be replaced with a second value.
12. The method of claim 8 , wherein at least one of the one or more first rules prevent one or more of:
output of invalid values;
output of values outside of a predefined range; or
output of values that do not match a regular expression pattern.
13. The method of claim 8 , wherein at least one rule of the one or more first rules prevent output of data outside a time period specified by the at least one rule.
14. The method of claim 8 , wherein at least one of the one or more first rules is configured to cause output of an alert based on a determination that more than a predetermined percentage of the records is not output based on the one or more first rules.
15. One or more non-transitory computer-readable media storing instructions that, when executed by one or more processors of a data sharing platform, cause the data sharing platform to provide access to records of a database stored on a database server by causing the data sharing platform to:
determine one or more first rules that specify criteria, associated with consumer permissions to access the database via a cloud database platform, that limit consumer access to the records stored by the database;
perform, based on the one or more first rules, a data access certification process on the records stored by the database to generate a table of certification results by causing the data sharing platform to:
access all the records stored by the database;
generate a data certification result for each record based on determining, for each record, whether a given record satisfies the criteria of the one or more first rules based on one or more fields of the given record; and
generate, based on the data certification result for each record, the table of certification results that indicates, for each record, whether the record satisfies the criteria of the one or more first rules; and
cause, based on a query, based on the table of certification results, and without modifying the records stored by the database, a first virtual warehouse provided by the cloud database platform to provide access to a first portion of the records in compliance with the criteria of the one or more first rules and exclude a second portion of the records not in compliance with the criteria of the one or more first rules.
16. The non-transitory computer-readable media of claim 15 , wherein the instructions, when executed by the one or more processors, further cause the data sharing platform to:
cause output of a result of the query to a consumer authorized to access the database.
17. The non-transitory computer-readable media of claim 15 , wherein the instructions, when executed by the one or more processors, further cause the data sharing platform to:
receive an update to the one or more first rules;
perform, based on the update to the one or more first rules, the data access certification process to generate a second table of certification results; and
cause, based on the second table of certification results, the first virtual warehouse to provide access to a third portion of the records.
18. The non-transitory computer-readable media of claim 15 , wherein the instructions, when executed by the one or more processors, cause the data sharing platform to generate the table of certification results by further causing the data sharing platform to:
add, to the table of certification results and based on at least one of the one or more first rules, an indication that a first value in a first field should be replaced with a second value.
19. The non-transitory computer-readable media of claim 15 , wherein at least one of the one or more first rules prevent one or more of:
output of invalid values;
output of values outside of a predefined range; or
output of values that do not match a regular expression pattern.
20. The non-transitory computer-readable media of claim 15 , wherein at least one rule of the one or more first rules prevent output of data outside a time period specified by the at least one rule.