Parallel transfers of electronic data

1. A method for parallel transfers of electronic data, the method comprising:

receiving an electronic data table and an identification of a target table in a database;

partitioning, by a processor, the received electronic data table into segments and table;

causing, by the processor, a plurality of processing nodes to perform parallel transfers of the segments of the electronic data table to a staging table, wherein the staging table is a table where all of the segments are stored prior to being transferred together to the identified target table in the database;

upon completing the transfer of one of the segments to the staging table, checking, by a processing node of the processing nodes that completed the transfer of the segment, statuses in a task status table to determine whether the transfers of all of the segments have completed;

in response to determining that the transfers of all of the segments have completed, updating a last committer table with a task identifier associated with the transfer of a last segment; and

in response to determining that the last committer table includes the task identifier associated with the computation task of transferring the last segment, transferring the staging table to the target table.

2. The method of claim 1 , comprising:

upon completing the transfer of one of the segments to the staging table, updating, by the processing node that performed the transfer of the segment, a status in the task status table to indicate that the transfer of the segment is complete.

3. The method of claim 1 , comprising:

receiving the identification of the target table via an application programming interface (API).

4. The method of claim 1 , comprising:

in response to receiving the electronic data table, generating, by the processor, the staging table, the task status table, and the last committer table.

5. The method of claim 1 , further comprising: causing, by the processor, one of the processing nodes to encode one of the segments in an Avro format before transferring the segment to the staging table.

6. The method of claim 1 , wherein transferring the staging table to the target table includes overwriting the target table with the staging table.

7. The method of claim 1 , wherein transferring the staging table to the target table includes appending the staging table to the target table.

8. The method of claim 1 , wherein transferring the staging table to the target table includes:

determining whether a number of errors in the staging table is less than a threshold number of errors; and

in response to determining that the number of errors in the staging table is less than the threshold number of errors, transferring the staging table to the target table.

9. A system, comprising:

an electronic database to store a target table; and

a computation engine, including a plurality of processing nodes, to:

receive an electronic data table and an identification of the target table in the electronic database;

partition the received electronic data table into segments;

generate a plurality of computation tasks to transfer the segments to the identified target table;

cause the plurality of processing nodes of the computation engine to execute the computation tasks to transfer the segments to a staging table, wherein the staging table is a table where all of the segments are stored prior to being transferred together to the identified target table in the electronic database;

upon completing one of the computation tasks to transfer one of the segments, cause a processing node of the processing nodes to check statuses in a task status table to determine whether all of the computation tasks of transferring the segments have completed;

in response to determining that all of the computation tasks of transferring the segments have completed, update a last committer table with a task identifier associated with the computation task of transferring a last segment;

in response to determining that the last committer table includes the task identifier associated with the computation task of transferring the last segment, determine whether a number of errors in the staging table is less than a threshold number of errors; and

in response to determining that the number of errors in the staging table is less than the threshold number of errors, transfer the staging table to the identified target table.

10. The system of claim 9 , wherein the computation engine causes one of the processing nodes to determine whether the last committer table includes the task identifier associated with the computation task of transferring the last segment.

11. The system of claim 9 , wherein the computation engine causes the processing node to update the task status table to include the task identifier associated with the computation task of transferring the segment, a segment identifier, a number of errors that occurred while transferring the segment to the staging table, and a task completion status.

12. The system of claim 11 , wherein the computation engine causes the processing node to determine whether the number of errors in the staging table is less than the threshold number of errors by:

determining, based on the task status table, an aggregated number of errors that occurred during the transfers of all of the segments; and

comparing the aggregated number of errors to the threshold number of errors.

13. The system of claim 9 , wherein the computation engine causes one of the processing nodes to, in response to determining that the number of errors in the staging table is greater than or equal to the threshold number of errors:

abort the transfer of the staging table to the target table; and

update a final status table to indicate that the transfer of the staging table to the target table was unsuccessful.

14. The system of claim 9 , wherein to transfer the staging table to the target table, the computation engine is to overwrite the target table with the staging table or append the staging table to the target table.

15. A non-transitory machine-readable storage medium storing instructions that, when executed by a processor, cause the processor to:

receive an electronic data table and an identification of a target table in a database;

partition the received electronic data table into segments;

generate, a plurality of computation tasks for transferring segments of the electronic data table to the target table;

cause a plurality of processing nodes to execute the plurality of computation tasks to transfer the segments to a staging table, wherein the staging table is a table where all of the segments are stored prior to being transferred together to the target table in the database;

upon completion of one of the computation tasks of transferring one of the segments to the staging table, cause a processing node of the processing nodes that completed the transfer of the segment to determine whether all of the computation tasks of transferring the segments have completed;

in response to determining that all of the computation tasks of transferring the segments have completed, update a last committer table with a task identifier associated with the computation task of transferring a last segment;

in response to determining that the last committer table includes the task identifier associated with the computation task of transferring the last segment, determine whether a number of errors in the staging table is less than a threshold number of errors; and

in response to determining that the number of errors in the staging table is less than the threshold number of errors, transfer the staging table to the target table and update a final status table to reflect the transfer of the staging table to the target table is complete.

16. The non-transitory machine-readable storage medium of claim 15 , wherein the instructions that cause the processor to transfer the staging table to the target table include instructions that cause the processor to identify the target table based on the identification of the target table.

17. The non-transitory machine-readable storage medium of claim 15 , wherein the instructions that cause the processor to transfer the staging table to the target table include instructions that cause the processor to overwrite the target table with the staging table.

18. The non-transitory machine-readable storage medium of claim 15 , wherein the instructions that cause the processor to transfer the staging table to the target table include instructions that cause the processor to append appending the staging table to the target table.

19. The non-transitory machine-readable storage medium of claim 15 , wherein the instructions that cause the processor to update the final status table include instructions that cause the processor to update the final status table to reflect a status of the transfer of the staging table to the target table.