nlp tag system
system 2023-03-26 08:52:42AM: design database schema based on requirements.}
user 2023-04-06 14:00:15PM: please help me design a nlp label system. the system should have a frontend and a backend. 1. there are multiple documents 2. user can label words in document by tags 3. user can add tag 4. tag might have relationship 5. user can connect tag to form an relationship.
user 2023-04-06 14:01:51PM: thanks. but there should be an user table and also in each table, there should be a created_by, updated_by, created_at, updated_at fields
assistant 2023-04-06 14:02:18PM: You’re right. Here is an updated version of the database schema considering the additional requirements:
Table: User
Column Name | Data Type | Description |
---|---|---|
user_id | int | Unique identifier for each user |
user_name | varchar(50) | Name of the user |
Table: Document
Column Name | Data Type | Description |
---|---|---|
document_id | int | Unique identifier for each document |
document_text | text | Text content of the document |
created_by | int | Identifier of the user who created the document |
updated_by | int | Identifier of the user who last updated the document |
created_at | timestamp | Timestamp of the document creation |
updated_at | timestamp | Timestamp of the last document update |
Table: Tag
Column Name | Data Type | Description |
---|---|---|
tag_id | int | Unique identifier for each tag |
tag_name | varchar(50) | Name of the tag given by user |
created_by | int | Identifier of the user who created the tag |
updated_by | int | Identifier of the user who last updated the tag |
created_at | timestamp | Timestamp of the tag creation |
updated_at | timestamp | Timestamp of the last tag update |
Table: Relationship
Column Name | Data Type | Description |
---|---|---|
relationship_id | int | Unique identifier for each relationship |
relationship_type | varchar(50) | Type of the relationship between two tags, e.g. dependency, synonymy |
relationship_description | text | Description of the relationship |
tag1_id | int | Identifier for the first tag in the relationship |
tag2_id | int | Identifier for the second tag in the relationship |
created_by | int | Identifier of the user who created the relationship |
updated_by | int | Identifier of the user who last updated the relationship |
created_at | timestamp | Timestamp of the relationship creation |
updated_at | timestamp | Timestamp of the last relationship update |
Table: Tagging
Column Name | Data Type | Description |
---|---|---|
tagging_id | int | Unique identifier for each tagging event |
document_id | int | Identifier for the document being tagged |
tag_id | int | Identifier for the tag being applied |
tag_start | int | Starting character position of the tag in the document text |
tag_end | int | Ending character position of the tag in the document text |
created_by | int | Identifier of the user who created the tagging event |
updated_by | int | Identifier of the user who last updated the tagging event |
created_at | timestamp | Timestamp of the tagging event creation |
updated_at | timestamp | Timestamp of the last tagging event update |
This updated schema includes a new table called User to store user details. The rest of the tables have been updated to include the created_by, updated_by, created_at, and updated_at fields to track who created and last updated each record and when they did so.
user 2023-04-06 14:03:27PM: could you generate postgresql ddl based on the database design above?
assistant 2023-04-06 14:03:42PM: Sure! Here is the PostgreSQL DDL based on the database design we discussed:
CREATE TABLE User (
user_id SERIAL PRIMARY KEY,
user_name VARCHAR(50) NOT NULL
);
CREATE TABLE Document (
document_id SERIAL PRIMARY KEY,
document_text TEXT,
created_by INTEGER REFERENCES User(user_id),
updated_by INTEGER REFERENCES User(user_id),
created_at TIMESTAMP NOT NULL,
updated_at TIMESTAMP NOT NULL
);
CREATE TABLE Tag (
tag_id SERIAL PRIMARY KEY,
tag_name VARCHAR(50) NOT NULL,
created_by INTEGER REFERENCES User(user_id),
updated_by INTEGER REFERENCES User(user_id),
created_at TIMESTAMP NOT NULL,
updated_at TIMESTAMP NOT NULL
);
CREATE TABLE Relationship (
relationship_id SERIAL PRIMARY KEY,
relationship_type VARCHAR(50) NOT NULL,
relationship_description TEXT,
tag1_id INTEGER REFERENCES Tag(tag_id),
tag2_id INTEGER REFERENCES Tag(tag_id),
created_by INTEGER REFERENCES User(user_id),
updated_by INTEGER REFERENCES User(user_id),
created_at TIMESTAMP NOT NULL,
updated_at TIMESTAMP NOT NULL
);
CREATE TABLE Tagging (
tagging_id SERIAL PRIMARY KEY,
document_id INTEGER REFERENCES Document(document_id),
tag_id INTEGER REFERENCES Tag(tag_id),
tag_start INTEGER,
tag_end INTEGER,
created_by INTEGER REFERENCES User(user_id),
updated_by INTEGER REFERENCES User(user_id),
created_at TIMESTAMP NOT NULL,
updated_at TIMESTAMP NOT NULL
);
Please let me know if you have any questions or if there is anything else I can help you with!
user 2023-04-06 14:05:09PM: use int as id is ok, but uuid as id is prefered. could you add an uuid field to each table. and use uuid as reference instead of id?
assistant 2023-04-06 14:05:28PM: Sure, here is the updated DDL using UUID fields as primary keys instead of integers:
CREATE EXTENSION IF NOT EXISTS "uuid-ossp";
CREATE TABLE "User" (
user_id UUID PRIMARY KEY DEFAULT uuid_generate_v4(),
user_name VARCHAR(50) NOT NULL
);
CREATE TABLE Document (
document_id UUID PRIMARY KEY DEFAULT uuid_generate_v4(),
document_text TEXT,
created_by UUID REFERENCES "User"(user_id),
updated_by UUID REFERENCES "User"(user_id),
created_at TIMESTAMP NOT NULL DEFAULT now(),
updated_at TIMESTAMP NOT NULL DEFAULT now()
);
CREATE TABLE Tag (
tag_id UUID PRIMARY KEY DEFAULT uuid_generate_v4(),
tag_name VARCHAR(50) NOT NULL,
created_by UUID REFERENCES "User"(user_id),
updated_by UUID REFERENCES "User"(user_id),
created_at TIMESTAMP NOT NULL DEFAULT now(),
updated_at TIMESTAMP NOT NULL DEFAULT now()
);
CREATE TABLE Relationship (
relationship_id UUID PRIMARY KEY DEFAULT uuid_generate_v4(),
relationship_type VARCHAR(50) NOT NULL,
relationship_description TEXT,
tag1_id UUID REFERENCES Tag(tag_id),
tag2_id UUID REFERENCES Tag(tag_id),
created_by UUID REFERENCES "User"(user_id),
updated_by UUID REFERENCES "User"(user_id),
created_at TIMESTAMP NOT NULL DEFAULT now(),
updated_at TIMESTAMP NOT NULL DEFAULT now()
);
CREATE TABLE Tagging (
tagging_id UUID PRIMARY KEY DEFAULT uuid_generate_v4(),
document_id UUID REFERENCES Document(document_id),
tag_id UUID REFERENCES Tag(tag_id),
tag_start INTEGER,
tag_end INTEGER,
created_by UUID REFERENCES "User"(user_id),
updated_by UUID REFERENCES "User"(user_id),
created_at TIMESTAMP NOT NULL DEFAULT now(),
updated_at TIMESTAMP NOT NULL DEFAULT now()
);
Now each table has a UUID field as the primary key and the foreign key references have been updated to use UUID. I’ve also added the extension “uuid-ossp” so that the DEFAULT uuid_generate_v4()
constraint can be used to automatically generate UUID values for each record.