Systems and methods for expedited large file processing

A system for processing a large file, comprising:

• one or more processors;
• and
• a memory in communication with the one or more processors and storing instructions that, when executed by the one or more processors, are configured to cause the system to:
• receive record data comprising a plurality of records, each of the plurality of records having a data format comprising a sequence of characters;
• determine an order of magnitude for a seed portion based on a size of the record data;
• determine, based on the data format, a plurality of unique focus values, wherein each of the plurality of unique focus values correspond to a specified portion of the sequence of characters in the data format, and wherein a number of the plurality of unique focus values is based on the order of magnitude of the seed portion;
• create a plurality of virtual processing units, each associated with a unique one of the plurality of unique focus values;
• delete one or more virtual processing units of the plurality of virtual processing units that correspond to one or more focus values of the plurality of unique focus values, wherein a remaining plurality of virtual processing units comprises virtual processing units of the plurality of virtual processing units that correspond to focus values of the plurality of unique focus values that correspond to one or more records of the plurality of records;
• process, by each of the remaining plurality of virtual processing units, a corresponding sub-group of the plurality of records that corresponds to the focus value associated with the respective virtual processing unit;
• and
• delete, following a final processing by a given virtual processing unit of the remaining plurality of virtual processing units, the given virtual processing unit, wherein final processing comprises a completion of processing of a sub-group of the plurality of records.

A system for processing a large file, comprising:

• one or more processors;
• and
• a memory in communication with the one or more processors and storing instructions that, when executed by the one or more processors, are configured to cause the system to:
• receive record data comprising a plurality of records, each of the plurality of records having a data format comprising a sequence of characters;
• determine, based on a comparison of a size of the record data to a predetermined size threshold, an order of magnitude for a seed portion;
• determine, based on the data format, a plurality of unique focus values, each of the plurality of unique focus values corresponding to a sub-group of the plurality of records, wherein each of the plurality of unique focus values correspond to a specified portion of the sequence of characters in the data format, a number of the plurality of unique focus values being based on the order of magnitude of the seed portion;
• create a plurality of virtual processing units, each associated with a unique one of the plurality of unique focus values;
• process, by each of the plurality of virtual processing units, the corresponding sub-group of the plurality of records that corresponds to the focus value associated with the respective virtual processing unit;
• and
• delete, following a final processing by a given virtual processing unit of the plurality of virtual processing units, the given virtual processing unit, wherein final processing comprises a completion of processing of a sub-group of the plurality of records.