Systems, apparatuses, and methods of processing and managing web traffic data

A computer-implemented method for collecting and validating web traffic data, comprising:

• receiving preprocessed log data representing an activity of a device interacting with a data service;
• validating the preprocessed log data in accordance with a predetermined format, the format comprising a field indicative of a predetermined data type and a field indicative of a predetermined validation condition associated with the predetermined data type;
• generating metadata associated with validated preprocessed log data, wherein the metadata comprises a time indicative of generating the metadata;
• sending the metadata and the validated preprocessed log data to a storage device;
• determining whether a network address of the storage device exists in accordance with a routing rule;
• based on a determination that the network address exists, sending the metadata and the validated preprocessed log data to the network address;
• and
• based on a determination that the network address does not exist, generating alert data indicating a routing error.

A system for collecting and validating web traffic data, comprising:

• a memory storing instructions;
• and
• at least one processor configured to execute the instructions to:
• in response to receiving format configuration data for creating a validation format, create the validation format associated with an indicator indicative of a first status, the validation format comprising a field indicative of a predetermined data type and a field indicative of a predetermined validation condition associated with the predetermined data type;
• in response to identifying the first status, validate test log data in accordance with the validation format in a test environment;
• based on a determination that no error is identified in validating the test log data, update the indicator to indicate a second status;
• receive log data representing an activity of a device interacting with a data service in a production environment;
• preprocess the log data by parsing the log data and determining whether the parsed log data is in the validation format;
• based on a determination that the parsed log data is not in the validation format, generate alert data for indicating a preprocessing error;
• based on a determination that the parsed log data is in the validation format, validate the preprocessed log data in accordance with the validation format in response to identifying the second status;
• generate metadata associated with validated preprocessed log data, the metadata comprising a time indicative of generating the metadata;
• send the metadata and the validated preprocessed log data to a storage device;
• determine whether a network address of the storage device exists in accordance with a routing rule;
• based on a determination that the network address exists, send the metadata and the validated preprocessed log data to the network address;
• and
• based on a determination that the network address does not exist, generate alert data indicating a routing error.