Systems and methods for data storage
View Patent ↗The present disclosure may provide systems and methods for data storage. The systems may store data of one or more fields as a byte sequence. The byte sequence may include a first section and a second section. The second section may be configured to store the data of the one or more fields. The first section may be configured to store one or more label items corresponding to the one or more fields. For one of the one or more label items and a corresponding field, the label item may include a field label of the corresponding field and a position label of the corresponding field. The position label of the corresponding field may be configured to identify a position where data of the corresponding field is stored in the second section.
1. A system, comprising:
at least one storage device comprising a memory, wherein a set of instructions are stored;
at least one processor coupled with the memory in communication with the at least one storage device, wherein when executing the set of instructions, the at least one processor is configured to cause the system to perform operations including:
storing data of one or more fields as a byte sequence, the byte sequence comprising a first section and a second section, the second section being configured to store the data of the one or more fields, the first section being configured to store one or more label items corresponding to the one or more fields,
wherein for one of the one or more label items and a corresponding field,
the label item includes a field label of the corresponding field, a position label of the corresponding field, a parent identifier, a sub-position identifier, and a second sub-position identifier;
the parent identifier is configured to identify a parent field of the one or more fields;
the sub-position identifier is configured to identify an initial subfield of the parent field;
the second sub-position identifier is configured to identify a position of a subsequent subfield which has a same parent field as the initial subfield; and
the position label of the corresponding field is configured to identify a position where data of the corresponding field is stored in the second section.
2. The system of claim 1 , wherein
the label item includes a field identifier of the corresponding field, the field identifier includes an identity of the corresponding field.
3. The system of claim 2 , wherein the one or more label items are ordered based on one or more field identifiers of the one or more label items.
4. The system of claim 2 , wherein
the one or more field identifiers and the data of the one or more fields are stored in a form of metadata based on a maptree structure; and
the one or more field identifiers are stored via at least one field structure.
5. The system of claim 1 , wherein the first section further includes version information of at least one of an encoding technique or a decoding technique used to store the data of the one or more fields.
6. The system of claim 1 , wherein
the first section further includes positioning information; and
the positioning information includes at least one of a count of the one or more fields, a length of the first section, or an initial position of the second section.
7. The system of claim 1 , wherein the label item further includes an identifier of a compression technique used to compress the data of the one or more fields.
8. The system of claim 7 , wherein the data of the one or more fields is stored in the second section based on the compression technique.
9. The system of claim 1 , wherein
the second section includes one or more ending identifiers, one of the one or more ending identifiers being located at an end of the data of the corresponding field; and
the ending identifier is configured to identify at least one of an ending of the corresponding field, or a position of data of a subsequent field of the corresponding field in the second section.
10. A method, implemented on a computing device having at least one processor and at least one storage device comprising a memory, comprising:
storing data of one or more fields as a byte sequence, the byte sequence comprising a first section and a second section, the second section being configured to store the data of the one or more fields, the first section being configured to store one or more label items corresponding to the one or more fields,
wherein for one of the one or more label items and a corresponding field,
the label item includes a field label of the corresponding field, a position label of the corresponding field, a parent identifier, a sub-position identifier, and a second sub-position identifier;
the parent identifier is configured to identify a parent field of the one or more fields;
the sub-position identifier is configured to identify an initial subfield of the parent field;
the second sub-position identifier is configured to identify a position of a subsequent subfield which has a same parent field as the initial subfield; and
the position label of the corresponding field is configured to identify a position where data of the corresponding field is stored in the second section.
11. The method of claim 10 , wherein
the label item includes a field identifier of the corresponding field, the field identifier includes an identify of the corresponding field.
12. The method of claim 11 , wherein the one or more label items are ordered based on one or more field identifiers of the one or more label items.
13. The method of claim 10 , wherein the first section further includes version information of at least one of an encoding technique or a decoding technique used to store the data of the one or more fields.
14. The method of claim 10 , wherein
the first section further includes positioning information; and
the positioning information includes at least one of a count of the one or more fields, a length of the first section, or an initial position of the second section.
15. The method of claim 10 , wherein the label item further includes an identifier of a compression technique used to compress the data of the one or more fields.
16. The method of claim 10 , wherein
the second section includes one or more ending identifiers, one of the one or more ending identifiers being located at an end of the data of the corresponding field; and
the ending identifier is configured to identify at least one of an ending of the corresponding field, or a position of data of a subsequent field of the corresponding field in the second section.
17. A non-transitory computer-readable medium including executable instructions, wherein when executed by at least one processor, the executable instructions direct the at least one processor to perform a method, and the method includes:
storing data of one or more fields as a byte sequence, the byte sequence comprising a first section and a second section, the second section being configured to store the data of the one or more fields, the first section being configured to store one or more label items corresponding to the one or more fields,
wherein for one of the one or more label items and a corresponding field,
the label item includes a field label of the corresponding field, a position label of the corresponding field, a parent identifier, a sub-position identifier, and a second sub-position identifier;
the parent identifier is configured to identify a parent field of the one or more fields;
the sub-position identifier is configured to identify an initial subfield of the parent field;
the second sub-position identifier is configured to identify a position of a subsequent subfield which has a same parent field as the initial subfield; and
the position label of the corresponding field is configured to identify a position where data of the corresponding field is stored in the second section.