PROCESSING DATA RECORDS USING CAPABILITIES AND HANDLES

1 . A method comprising:

accessing, by a processing device executing with relation to a data pipeline, first data of a first data type;

identifying a first field within the first data that is classified with a first capability, wherein a capability comprises a prospective treatment of the first data that is independent of the first data type;

accessing, by the processing device executing with relation to the data pipeline, second data of a second data type;

identifying a second field within the second data that is also classified with the first capability;

executing, by the processing device, processing logic on a combination of the first data within the first field and the second data within the second field in a way consistent with the first capability; and

generating, by the processing device, a data file as an output from execution of the processing logic, the data file being independent from the first data and the second data.

2 . The method of claim 1 , wherein the first data is from a different source of data than the second data.

3 . The method of claim 1 , wherein the first capability is a body capability, further comprising executing, by the processing device:

a first body extractor to extract the first data from the first field; and

a second body extractor to extract the second data from the second field.

4 . The method of claim 1 , wherein the first field is associated with a first handle, the first handle comprising an association with a database record that is stored in an external database of a computer memory of the data pipeline.

5 . The method of claim 1 , wherein the first data is from an email, the second data is from a scheduled meeting, and wherein the data file comprises a communication file containing a sales lead.

6 . The method of claim 1 , wherein the first data is from an email, the second data is from an instant message, and wherein the data file comprises a packaged sales lead.

7 . A system comprising:

a data pipeline to process data records and to generate and transmit each of a plurality of communication files containing data from respective data records;

a processing device coupled to the data pipeline, wherein the processing device is to:

execute a first extractor to operate on a first record containing a first field of text classified with a body capability, the first extractor to extract a predetermined type of information from the first field of text, wherein a capability comprises a prospective treatment of the first field of text that is independent of a data type of the first field of text; and

combine the predetermined type of information with additional data, related to the predetermined type of information, into a data file as an output of the data pipeline.

8 . The system of claim 7 , wherein the first record is an email, the first field of text comprises one of a description or a body, and the predetermined type of information comprises sentiment-related text.

9 . The system of claim 7 , wherein the processing device is further to:

execute a second extractor to operate on a second record containing a second field of text classified as a body capability, the second extractor to extract a second predetermined type of information from the second field of text; and

combine the second predetermined type of information with the first predetermined type of information into the data file.

10 . The system of claim 9 , wherein the second record is a meeting, the second field of text comprises one of a description or a body, and the second predetermined type of information comprises pricing-related text.

11 . The system of claim 10 , wherein the first record is an email, the predetermined type of information comprises sentiment-related text, and wherein the processing device is further to combine the pricing-related text with the sentiment-related text, and with sender and recipient information from the email, to generate the data file as a sales lead.

12 . The system of claim 9 , wherein the second field of text comprises a meeting and the second predetermined type of information comprises one of responsiveness-related text or a prospective scheduling date.

13 . The system of claim 7 , wherein the first field of text is associated with a first handle, and wherein the processing device is further to:

detect the first handle as associated with the first body of text; and

perform a lookup of external data in a coupled computer memory, the external data related to information within the first field of the text.

14 . A non-transitory computer-readable medium storing instructions, which when executed by a processing device in relation to databases of a data pipeline, cause the processing device to:

execute a first extractor to operate on a data record containing a first field of text classified with a first capability, the first extractor to extract a first predetermined type of information from the first field of text, wherein a capability comprises a prospective treatment of the first field of text that is independent of a data type of the first field of text;

insert the first predetermined type of information into an enriched data file;

execute a second extractor to operate on the enriched data file, the second extractor to extract a second predetermined type of information from a second field of text of the enriched data file, wherein the second field of text is classified with a second capability; and

combine the first predetermined type of information with the second predetermined type of information into a second enriched data file as an output of the data pipeline.

15 . The non-transitory computer-readable medium of claim 14 , wherein the data record comprises a meeting invitation, the first predetermined type of information comprises a body of the meeting invitation, and wherein the enriched data file comprises an enriched meeting invitation containing a created-at date and scheduled-at date.

16 . The non-transitory computer-readable medium of claim 15 , wherein the second capability is one of a date capability for the created-at date or a future date capability for the scheduled-at date, and the second predetermined type of information is a responsiveness metric.

17 . The non-transitory computer-readable medium of claim 15 , wherein the second extractor comprises a responsiveness extractor, the second predetermined type of information comprises the created-at date and the scheduled-at date, and wherein the second enriched data file is a communication file containing a sales lead.

18 . A non-transitory computer-readable medium storing instructions, which when executed by a processing device in relation to databases of a data pipeline, cause the processing device to:

access, with execution in relation to a data pipeline, first data of a first data type within a first data record;

identify a first field data within the first data;

detect a first handle associated with the first field data;

in view of a type of the first handle, perform a lookup, within an external database stored in a computer memory of the data pipeline, to determine second data corresponding to the first field data; and

combine the first field data with the second data into a data file as an output of the data pipeline.

19 . The non-transitory computer-readable medium of claim 18 , wherein the first data record is an email, the first field data comprises a zip code, and the second data comprises a city corresponding to the zip code.

20 . The non-transitory computer-readable medium of claim 18 , wherein the instructions further cause the processing device to:

access, with execution in relation to the data pipeline, third data of a second data type within a second data record;

identifying a second field data within the third data that is classified with a first capability, wherein a capability comprises a prospective treatment of the second field data that is independent of the second data type;

execute processing logic on a combination of the first field data and the third field data in a way consistent with the first capability; and

generate the data file as a second output from execution of the processing logic, the data file being independent from the first data record and the second data record.