feat: add A-card operations frontend and backend foundation
This commit is contained in:
郑龙捷
@@ -0,0 +1,160 @@
|
||||
USE model_operations;
|
||||
|
||||
CREATE TABLE IF NOT EXISTS ops_monitor_batches (
|
||||
batch_id CHAR(26) NOT NULL,
|
||||
workspace_id CHAR(26) NOT NULL COMMENT '逻辑引用 model_platform.workspaces',
|
||||
source_system VARCHAR(64) NOT NULL DEFAULT 'model_platform',
|
||||
source_batch_no VARCHAR(128) NOT NULL COMMENT '来源方幂等批次号',
|
||||
monitor_month DATE NOT NULL COMMENT '固定存当月1日',
|
||||
revision_no INT NOT NULL DEFAULT 1,
|
||||
supersedes_batch_id CHAR(26) NULL COMMENT '逻辑引用上一修订批次',
|
||||
batch_status VARCHAR(24) NOT NULL DEFAULT 'writing'
|
||||
COMMENT 'writing/published/failed/superseded',
|
||||
expected_model_count INT NOT NULL DEFAULT 0,
|
||||
written_model_count INT NOT NULL DEFAULT 0,
|
||||
feature_row_count BIGINT NOT NULL DEFAULT 0,
|
||||
distribution_row_count BIGINT NOT NULL DEFAULT 0,
|
||||
checksum_sha256 CHAR(64) NULL,
|
||||
generated_at DATETIME(3) NULL,
|
||||
published_at DATETIME(3) NULL,
|
||||
published_by CHAR(26) NULL COMMENT '逻辑引用 model_platform.users',
|
||||
failed_reason VARCHAR(2000) NULL,
|
||||
created_at DATETIME(3) NOT NULL DEFAULT CURRENT_TIMESTAMP(3),
|
||||
updated_at DATETIME(3) NOT NULL DEFAULT CURRENT_TIMESTAMP(3)
|
||||
ON UPDATE CURRENT_TIMESTAMP(3),
|
||||
is_deleted TINYINT(1) NOT NULL DEFAULT 0,
|
||||
deleted_at DATETIME(3) NULL,
|
||||
PRIMARY KEY (batch_id),
|
||||
UNIQUE KEY uk_ops_monitor_batches_source_no (
|
||||
workspace_id, source_system, source_batch_no
|
||||
),
|
||||
UNIQUE KEY uk_ops_monitor_batches_revision (
|
||||
workspace_id, source_system, monitor_month, revision_no
|
||||
),
|
||||
KEY fk_ops_monitor_batches_supersedes (supersedes_batch_id),
|
||||
KEY idx_ops_monitor_batches_publish (
|
||||
workspace_id, batch_status, monitor_month, revision_no
|
||||
)
|
||||
) ENGINE=InnoDB DEFAULT CHARSET=utf8mb4 COLLATE=utf8mb4_0900_ai_ci
|
||||
COMMENT='月度监控写入批次与发布门闩；模型平台可受控直写';
|
||||
|
||||
CREATE TABLE IF NOT EXISTS ops_monitor_results (
|
||||
monitor_result_id CHAR(26) NOT NULL,
|
||||
workspace_id CHAR(26) NOT NULL COMMENT '逻辑引用 model_platform.workspaces',
|
||||
batch_id CHAR(26) NOT NULL COMMENT '逻辑引用 ops_monitor_batches',
|
||||
model_instance_id CHAR(26) NOT NULL COMMENT '逻辑引用 ops_model_instances',
|
||||
model_version_id CHAR(26) NOT NULL COMMENT '逻辑引用 ops_model_versions',
|
||||
monitor_month DATE NOT NULL COMMENT '固定存当月1日',
|
||||
source_result_ref VARCHAR(128) NULL,
|
||||
ranking_result VARCHAR(24) NULL
|
||||
COMMENT 'matched/unmatched/not_applicable',
|
||||
ks_value DECIMAL(12,8) NULL COMMENT '0-1比率',
|
||||
psi_value DECIMAL(12,8) NULL COMMENT '0-1比率',
|
||||
sample_count BIGINT NULL,
|
||||
good_count BIGINT NULL,
|
||||
bad_count BIGINT NULL,
|
||||
source_result_json JSON NULL COMMENT '尚未结构化的可追溯源字段',
|
||||
source_calculated_at DATETIME(3) NULL,
|
||||
created_at DATETIME(3) NOT NULL DEFAULT CURRENT_TIMESTAMP(3),
|
||||
is_deleted TINYINT(1) NOT NULL DEFAULT 0,
|
||||
deleted_at DATETIME(3) NULL,
|
||||
PRIMARY KEY (monitor_result_id),
|
||||
UNIQUE KEY uk_ops_monitor_results_batch_model (
|
||||
batch_id, model_instance_id
|
||||
),
|
||||
KEY fk_ops_monitor_results_batch (batch_id),
|
||||
KEY fk_ops_monitor_results_model (model_instance_id),
|
||||
KEY fk_ops_monitor_results_version (model_version_id),
|
||||
KEY idx_ops_monitor_results_month (
|
||||
workspace_id, monitor_month, model_instance_id
|
||||
),
|
||||
CONSTRAINT chk_ops_monitor_results_ks
|
||||
CHECK (ks_value IS NULL OR (ks_value >= 0 AND ks_value <= 1)),
|
||||
CONSTRAINT chk_ops_monitor_results_psi
|
||||
CHECK (psi_value IS NULL OR psi_value >= 0)
|
||||
) ENGINE=InnoDB DEFAULT CHARSET=utf8mb4 COLLATE=utf8mb4_0900_ai_ci
|
||||
COMMENT='单模型单月原始监控结果；发布后不可更新';
|
||||
|
||||
CREATE TABLE IF NOT EXISTS ops_monitor_feature_metrics (
|
||||
feature_metric_id CHAR(26) NOT NULL,
|
||||
monitor_result_id CHAR(26) NOT NULL COMMENT '逻辑引用 ops_monitor_results',
|
||||
feature_code VARCHAR(128) NOT NULL,
|
||||
feature_name VARCHAR(200) NOT NULL,
|
||||
iv_value DECIMAL(12,8) NULL,
|
||||
previous_iv_value DECIMAL(12,8) NULL,
|
||||
iv_drop_rate DECIMAL(12,8) NULL COMMENT '0-1比率',
|
||||
csi_value DECIMAL(12,8) NULL,
|
||||
previous_csi_value DECIMAL(12,8) NULL,
|
||||
csi_rise_rate DECIMAL(12,8) NULL COMMENT '0-1比率',
|
||||
ks_contribution_change DECIMAL(12,8) NULL,
|
||||
psi_contribution_change DECIMAL(12,8) NULL,
|
||||
source_metric_json JSON NULL,
|
||||
created_at DATETIME(3) NOT NULL DEFAULT CURRENT_TIMESTAMP(3),
|
||||
is_deleted TINYINT(1) NOT NULL DEFAULT 0,
|
||||
deleted_at DATETIME(3) NULL,
|
||||
PRIMARY KEY (feature_metric_id),
|
||||
UNIQUE KEY uk_ops_feature_metrics_result_feature (
|
||||
monitor_result_id, feature_code
|
||||
),
|
||||
KEY fk_ops_feature_metrics_result (monitor_result_id),
|
||||
KEY idx_ops_feature_metrics_iv_drop (monitor_result_id, iv_drop_rate),
|
||||
KEY idx_ops_feature_metrics_csi_rise (monitor_result_id, csi_rise_rate)
|
||||
) ENGINE=InnoDB DEFAULT CHARSET=utf8mb4 COLLATE=utf8mb4_0900_ai_ci
|
||||
COMMENT='单月特征级 IV/CSI 与贡献变化；发布后不可更新';
|
||||
|
||||
CREATE TABLE IF NOT EXISTS ops_monitor_distributions (
|
||||
distribution_id CHAR(26) NOT NULL,
|
||||
monitor_result_id CHAR(26) NOT NULL COMMENT '逻辑引用 ops_monitor_results',
|
||||
dimension_type VARCHAR(24) NOT NULL COMMENT 'score_band/feature_bin',
|
||||
feature_code VARCHAR(128) NOT NULL DEFAULT '' COMMENT '评分分箱时为空串',
|
||||
feature_name VARCHAR(200) NULL,
|
||||
bin_order INT NOT NULL,
|
||||
bin_code VARCHAR(128) NOT NULL,
|
||||
bin_label VARCHAR(255) NOT NULL,
|
||||
reference_period_label VARCHAR(64) NULL,
|
||||
reference_count BIGINT NULL,
|
||||
reference_share DECIMAL(12,8) NULL COMMENT '0-1比率',
|
||||
current_count BIGINT NULL,
|
||||
current_share DECIMAL(12,8) NULL COMMENT '0-1比率',
|
||||
good_count BIGINT NULL,
|
||||
bad_count BIGINT NULL,
|
||||
bad_rate DECIMAL(12,8) NULL COMMENT '0-1比率',
|
||||
psi_component DECIMAL(12,8) NULL,
|
||||
csi_component DECIMAL(12,8) NULL,
|
||||
created_at DATETIME(3) NOT NULL DEFAULT CURRENT_TIMESTAMP(3),
|
||||
is_deleted TINYINT(1) NOT NULL DEFAULT 0,
|
||||
deleted_at DATETIME(3) NULL,
|
||||
PRIMARY KEY (distribution_id),
|
||||
UNIQUE KEY uk_ops_distributions_bin (
|
||||
monitor_result_id, dimension_type, feature_code, bin_order
|
||||
),
|
||||
KEY fk_ops_distributions_result (monitor_result_id),
|
||||
KEY idx_ops_distributions_feature (
|
||||
monitor_result_id, feature_code, bin_order
|
||||
)
|
||||
) ENGINE=InnoDB DEFAULT CHARSET=utf8mb4 COLLATE=utf8mb4_0900_ai_ci
|
||||
COMMENT='排序性评分分箱及特征分布；发布后不可更新';
|
||||
|
||||
CREATE OR REPLACE VIEW v_ops_current_monitor_results AS
|
||||
SELECT result_row.*
|
||||
FROM ops_monitor_results AS result_row
|
||||
JOIN ops_monitor_batches AS batch_row
|
||||
ON batch_row.batch_id = result_row.batch_id
|
||||
JOIN (
|
||||
SELECT
|
||||
workspace_id,
|
||||
source_system,
|
||||
monitor_month,
|
||||
MAX(revision_no) AS revision_no
|
||||
FROM ops_monitor_batches
|
||||
WHERE batch_status = 'published' AND is_deleted = 0
|
||||
GROUP BY workspace_id, source_system, monitor_month
|
||||
) AS latest
|
||||
ON latest.workspace_id = batch_row.workspace_id
|
||||
AND latest.source_system = batch_row.source_system
|
||||
AND latest.monitor_month = batch_row.monitor_month
|
||||
AND latest.revision_no = batch_row.revision_no
|
||||
WHERE result_row.is_deleted = 0
|
||||
AND batch_row.batch_status = 'published'
|
||||
AND batch_row.is_deleted = 0;
|
||||
|
||||
Reference in New Issue
Block a user