Skip to content

feat(storage): add model metadata tables #6799

New issue

Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.

Sign up for GitHub

By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.

Already on GitHub? Sign in to your account

Closed
tanishqgandhi1908 wants to merge 1 commit into from
+247 −1
Closed

feat(storage): add model metadata tables #6799

Show file tree
Hide file tree
Changes from all commits
Commits
Show all changes
1 commit
Select commit
File filter

Filter by extension

Filter by extension
Conversations
Failed to load comments.
Loading
Jump to
Jump to file
Failed to load files.
Loading
Diff view
Diff view
5 changes: 5 additions & 0 deletions sql/changelog.xml
View file
Open in desktop
Original file line number Diff line number Diff line change
Expand Up @@ -53,6 +53,11 @@
<sqlFile path="sql/updates/28.sql"/>
</changeSet>

<!-- Add model metadata tables -->
<changeSet id="30" author="tanishqgandhi1908">
<sqlFile path="sql/updates/30.sql"/>
</changeSet>

<!-- example changeSet
<changeSet id="1" author="author">
<sqlFile path="sql/updates/1.sql"/>
Expand Down
113 changes: 112 additions & 1 deletion sql/texera_ddl.sql
View file
Open in desktop
Original file line number Diff line number Diff line change
Expand Up @@ -61,10 +61,14 @@ DROP TABLE IF EXISTS workflow_of_project CASCADE;
DROP TABLE IF EXISTS workflow_executions CASCADE;
DROP TABLE IF EXISTS dataset_upload_session CASCADE;
DROP TABLE IF EXISTS dataset_upload_session_part CASCADE;

DROP TABLE IF EXISTS model_upload_session CASCADE;
DROP TABLE IF EXISTS model_upload_session_part CASCADE;
DROP TABLE IF EXISTS dataset CASCADE;
DROP TABLE IF EXISTS dataset_user_access CASCADE;
DROP TABLE IF EXISTS dataset_version CASCADE;
DROP TABLE IF EXISTS model_user_access CASCADE;
DROP TABLE IF EXISTS model_version CASCADE;
DROP TABLE IF EXISTS model CASCADE;
DROP TABLE IF EXISTS public_project CASCADE;
DROP TABLE IF EXISTS project_user_access CASCADE;
DROP TABLE IF EXISTS workflow_user_likes CASCADE;
Expand All @@ -73,6 +77,8 @@ DROP TABLE IF EXISTS workflow_view_count CASCADE;
DROP TABLE IF EXISTS user_action CASCADE;
DROP TABLE IF EXISTS dataset_user_likes CASCADE;
DROP TABLE IF EXISTS dataset_view_count CASCADE;
DROP TABLE IF EXISTS model_user_likes CASCADE;
DROP TABLE IF EXISTS model_view_count CASCADE;
DROP TABLE IF EXISTS site_settings CASCADE;
DROP TABLE IF EXISTS computing_unit_user_access CASCADE;
DROP TABLE IF EXISTS notebook CASCADE;
Expand Down Expand Up @@ -359,6 +365,111 @@ CREATE TABLE IF NOT EXISTS dataset_upload_session_part
ON DELETE CASCADE
);

-- ML models
CREATE TABLE IF NOT EXISTS model
(
mid SERIAL PRIMARY KEY,
owner_uid INT NOT NULL,
name VARCHAR(128) NOT NULL,
repository_name VARCHAR(128),
is_public BOOLEAN NOT NULL DEFAULT TRUE,
is_downloadable BOOLEAN NOT NULL DEFAULT TRUE,
description TEXT NOT NULL,
creation_time TIMESTAMP NOT NULL DEFAULT CURRENT_TIMESTAMP,
cover_image varchar(255),
framework VARCHAR(32),
format VARCHAR(32),
FOREIGN KEY (owner_uid) REFERENCES "user"(uid) ON DELETE CASCADE,
UNIQUE (owner_uid, name)
);

-- model_user_access
CREATE TABLE IF NOT EXISTS model_user_access
(
mid INT NOT NULL,
uid INT NOT NULL,
privilege privilege_enum NOT NULL DEFAULT 'NONE',
PRIMARY KEY (mid, uid),
FOREIGN KEY (mid) REFERENCES model(mid) ON DELETE CASCADE,
FOREIGN KEY (uid) REFERENCES "user"(uid) ON DELETE CASCADE
);

-- model_version
CREATE TABLE IF NOT EXISTS model_version
(
mvid SERIAL PRIMARY KEY,
mid INT NOT NULL,
creator_uid INT NOT NULL,
name VARCHAR(128) NOT NULL,
version_hash VARCHAR(64) NOT NULL,
creation_time TIMESTAMP NOT NULL DEFAULT CURRENT_TIMESTAMP,
FOREIGN KEY (mid) REFERENCES model(mid) ON DELETE CASCADE
);

CREATE TABLE IF NOT EXISTS model_upload_session
(
mid INT NOT NULL,
uid INT NOT NULL,
file_path TEXT NOT NULL,
upload_id VARCHAR(256) NOT NULL UNIQUE,
physical_address TEXT,
num_parts_requested INT NOT NULL,
file_size_bytes BIGINT NOT NULL,
part_size_bytes BIGINT NOT NULL,
created_at TIMESTAMPTZ NOT NULL DEFAULT now(),

PRIMARY KEY (uid, mid, file_path),

FOREIGN KEY (mid) REFERENCES model(mid) ON DELETE CASCADE,
FOREIGN KEY (uid) REFERENCES "user"(uid) ON DELETE CASCADE,

CONSTRAINT chk_model_upload_session_num_parts_requested_positive
CHECK (num_parts_requested >= 1),

CONSTRAINT chk_model_upload_session_file_size_bytes_positive
CHECK (file_size_bytes > 0),

CONSTRAINT chk_model_upload_session_part_size_bytes_positive
CHECK (part_size_bytes > 0),

CONSTRAINT chk_model_upload_session_part_size_bytes_s3_upper_bound
CHECK (part_size_bytes <= 5368709120)
);

CREATE TABLE IF NOT EXISTS model_upload_session_part
(
upload_id VARCHAR(256) NOT NULL,
part_number INT NOT NULL,
etag TEXT NOT NULL DEFAULT '',

PRIMARY KEY (upload_id, part_number),

CONSTRAINT chk_model_part_number_positive CHECK (part_number > 0),

FOREIGN KEY (upload_id)
REFERENCES model_upload_session(upload_id)
ON DELETE CASCADE
);

-- model_user_likes table
CREATE TABLE IF NOT EXISTS model_user_likes
(
uid INTEGER NOT NULL,
mid INTEGER NOT NULL,
PRIMARY KEY (uid, mid),
FOREIGN KEY (uid) REFERENCES "user"(uid) ON DELETE CASCADE,
FOREIGN KEY (mid) REFERENCES model(mid) ON DELETE CASCADE
);

-- model_view_count table
CREATE TABLE IF NOT EXISTS model_view_count
(
mid INTEGER NOT NULL,
view_count INTEGER NOT NULL DEFAULT 0,
PRIMARY KEY (mid),
FOREIGN KEY (mid) REFERENCES model(mid) ON DELETE CASCADE
);

-- operator_executions (modified to match MySQL: no separate primary key; added console_messages_uri)
CREATE TABLE IF NOT EXISTS operator_executions
(
Expand Down
130 changes: 130 additions & 0 deletions sql/updates/30.sql
View file
Open in desktop
Original file line number Diff line number Diff line change
@@ -0,0 +1,130 @@
/*
* Licensed to the Apache Software Foundation (ASF) under one
* or more contributor license agreements. See the NOTICE file
* distributed with this work for additional information
* regarding copyright ownership. The ASF licenses this file
* to you under the Apache License, Version 2.0 (the
* "License"); you may not use this file except in compliance
* with the License. You may obtain a copy of the License at
*
* http://www.apache.org/licenses/LICENSE-2.0
*
* Unless required by applicable law or agreed to in writing,
* software distributed under the License is distributed on an
* "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
* KIND, either express or implied. See the License for the
* specific language governing permissions and limitations
* under the License.
*/

\c texera_db

SET search_path TO texera_db;

BEGIN;

-- Introduce ML models as a first-class resource, These
-- tables mirror the dataset* tables (own primary key `mid`, own LakeFS repo
-- namespace) and add model-specific attributes (framework, format).

CREATE TABLE IF NOT EXISTS model
(
mid SERIAL PRIMARY KEY,
owner_uid INT NOT NULL,
name VARCHAR(128) NOT NULL,
repository_name VARCHAR(128),
is_public BOOLEAN NOT NULL DEFAULT TRUE,
is_downloadable BOOLEAN NOT NULL DEFAULT TRUE,
description TEXT NOT NULL,
creation_time TIMESTAMP NOT NULL DEFAULT CURRENT_TIMESTAMP,
cover_image varchar(255),
framework VARCHAR(32),
format VARCHAR(32),
FOREIGN KEY (owner_uid) REFERENCES "user"(uid) ON DELETE CASCADE,
UNIQUE (owner_uid, name)
);

CREATE TABLE IF NOT EXISTS model_user_access
(
mid INT NOT NULL,
uid INT NOT NULL,
privilege privilege_enum NOT NULL DEFAULT 'NONE',
PRIMARY KEY (mid, uid),
FOREIGN KEY (mid) REFERENCES model(mid) ON DELETE CASCADE,
FOREIGN KEY (uid) REFERENCES "user"(uid) ON DELETE CASCADE
);

CREATE TABLE IF NOT EXISTS model_version
(
mvid SERIAL PRIMARY KEY,
mid INT NOT NULL,
creator_uid INT NOT NULL,
name VARCHAR(128) NOT NULL,
version_hash VARCHAR(64) NOT NULL,
creation_time TIMESTAMP NOT NULL DEFAULT CURRENT_TIMESTAMP,
FOREIGN KEY (mid) REFERENCES model(mid) ON DELETE CASCADE
);

CREATE TABLE IF NOT EXISTS model_upload_session
(
mid INT NOT NULL,
uid INT NOT NULL,
file_path TEXT NOT NULL,
upload_id VARCHAR(256) NOT NULL UNIQUE,
physical_address TEXT,
num_parts_requested INT NOT NULL,
file_size_bytes BIGINT NOT NULL,
part_size_bytes BIGINT NOT NULL,
created_at TIMESTAMPTZ NOT NULL DEFAULT now(),

PRIMARY KEY (uid, mid, file_path),

FOREIGN KEY (mid) REFERENCES model(mid) ON DELETE CASCADE,
FOREIGN KEY (uid) REFERENCES "user"(uid) ON DELETE CASCADE,

CONSTRAINT chk_model_upload_session_num_parts_requested_positive
CHECK (num_parts_requested >= 1),

CONSTRAINT chk_model_upload_session_file_size_bytes_positive
CHECK (file_size_bytes > 0),

CONSTRAINT chk_model_upload_session_part_size_bytes_positive
CHECK (part_size_bytes > 0),

CONSTRAINT chk_model_upload_session_part_size_bytes_s3_upper_bound
CHECK (part_size_bytes <= 5368709120)
);

CREATE TABLE IF NOT EXISTS model_upload_session_part
(
upload_id VARCHAR(256) NOT NULL,
part_number INT NOT NULL,
etag TEXT NOT NULL DEFAULT '',

PRIMARY KEY (upload_id, part_number),

CONSTRAINT chk_model_part_number_positive CHECK (part_number > 0),

FOREIGN KEY (upload_id)
REFERENCES model_upload_session(upload_id)
ON DELETE CASCADE
);

CREATE TABLE IF NOT EXISTS model_user_likes
(
uid INTEGER NOT NULL,
mid INTEGER NOT NULL,
PRIMARY KEY (uid, mid),
FOREIGN KEY (uid) REFERENCES "user"(uid) ON DELETE CASCADE,
FOREIGN KEY (mid) REFERENCES model(mid) ON DELETE CASCADE
);

CREATE TABLE IF NOT EXISTS model_view_count
(
mid INTEGER NOT NULL,
view_count INTEGER NOT NULL DEFAULT 0,
PRIMARY KEY (mid),
FOREIGN KEY (mid) REFERENCES model(mid) ON DELETE CASCADE
);

COMMIT;
Loading