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Merged
MZC-CSC merged 5 commits into from
Jun 15, 2026
Merged

release: 0.5.5 릴리즈 #159

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c2ebb4a
feat: mc-cost-optimizer docker-compose 및 환경설정 정리
ddihn Jun 11, 2026
9f7dfa9
feat: mc-cost-optimizer OpenBao 크레덴셜 연동
ddihn Jun 14, 2026
6c7108f
feat: cost-ml-scorer 서비스를 compose와 .env.setup에 등록
ddihn Jun 14, 2026
51b1987
fix(cost-optimizer): BackEnd에 ML scorer URL·LLM 마스터키 env 주입
ddihn Jun 14, 2026
dcaaab7
release: 0.5.5 릴리즈
ddihn Jun 14, 2026
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116 changes: 67 additions & 49 deletions conf/docker/.env.setup
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Original file line number Diff line number Diff line change
Expand Up @@ -31,8 +31,10 @@ MC_COST_OPTIMIZER_ALARM_PORT=9000
MC_COST_OPTIMIZER_ASSET_COLLECTOR_PORT=8091
MC_COST_OPTIMIZER_AZURE_COLLECTOR_PORT=18093
MC_COST_OPTIMIZER_NCP_COLLECTOR_PORT=18094
MC_COST_OPTIMIZER_GCP_COLLECTOR_PORT=28095
MC_COST_OPTIMIZER_AZURE_RIGHTSIZER_PORT=18092
MC_COST_OPTIMIZER_NCP_RIGHTSIZER_PORT=18095
MC_COST_OPTIMIZER_ML_SCORER_PORT=18096
MC_COST_OPTIMIZER_DB_HOST_PORT=3307
MC_APPLICATION_MANAGER_DB_HOST_PORT=18085
MC_APPLICATION_MANAGER_NEXUS_PORT=8081
Expand Down Expand Up @@ -171,66 +173,82 @@ MC_DATA_MANAGER_PUBLIC_HOST=https://${MC_IAM_MANAGER_PUBLIC_DOMAIN}:${MC_DATA_MA
MC_APPLICATION_MANAGER_PROXY_PORT=18084
MC_APPLICATION_MANAGER_PUBLIC_HOST=https://${MC_IAM_MANAGER_PUBLIC_DOMAIN}:${MC_APPLICATION_MANAGER_PROXY_PORT}


# MC-COST-OPTIMIZER
MC_COST_OPTIMIZER_COST_DB_NAME=cost
MC_COST_OPTIMIZER_SLACK_DB_NAME=slack_test
MC_COST_OPTIMIZER_MAIL_DB_NAME=mailing

MC_COST_OPTIMIZER_MYSQL_ROOT_PASSWORD=0000
MC_COST_OPTIMIZER_MYSQL_USER=mcmpcostopti
MC_COST_OPTIMIZER_MYSQL_PASSWORD=0000

MC_COST_OPTIMIZER_COST_DB_URL_NEW=jdbc:mysql://mc-cost-optimizer-db:3306/${MC_COST_OPTIMIZER_COST_DB_NAME}?autoReconnect=true&allowMultiQueries=true&useSSL=false&allowPublicKeyRetrieval=true
MC_COST_OPTIMIZER_COST_DB_URL=jdbc:mariadb://mc-cost-optimizer-db:3306/${MC_COST_OPTIMIZER_COST_DB_NAME}?autoReconnect=true&allowMultiQueries=true&useSSL=false&rewriteBatchedStatements=true&allowPublicKeyRetrieval=true&characterEncoding=UTF-8
MC_COST_OPTIMIZER_SLACK_DB_URL=jdbc:mariadb://mc-cost-optimizer-db:3306/${MC_COST_OPTIMIZER_SLACK_DB_NAME}?autoReconnect=true&allowMultiQueries=true&useSSL=false&allowPublicKeyRetrieval=true&characterEncoding=UTF-8
MC_COST_OPTIMIZER_MAIL_DB_URL=jdbc:mariadb://mc-cost-optimizer-db:3306/${MC_COST_OPTIMIZER_MAIL_DB_NAME}?autoReconnect=true&allowMultiQueries=true&useSSL=false&allowPublicKeyRetrieval=true&characterEncoding=UTF-8

MC_COST_OPTIMIZER_COST_ASSET_COLLECTOR_URL=http://mc-cost-optimizer-asset-collector:8091
MC_COST_OPTIMIZER_COST_COLLECTOR_URL=http://mc-cost-optimizer-cost-collector:8081
MC_COST_OPTIMIZER_COST_PROCESSOR_URL=http://mc-cost-optimizer-cost-processor:8082
CO_COST_DB_NAME=cost
CO_SLACK_DB_NAME=slack_test
CO_MAIL_DB_NAME=mailing

CO_MYSQL_ROOT_PASSWORD=0000
CO_MYSQL_USER=mcmpcostopti
CO_MYSQL_PASSWORD=0000
CO_OPENBAO_ENABLED=true
CO_OPENBAO_ADDRESS=http://mc-infra-manager-openbao:${MC_INFRA_MANAGER_OPENBAO_PORT}
CO_OPENBAO_TOKEN=${MC_INFRA_MANAGER_OPENBAO_VAULT_TOKEN}

CO_COST_DB_URL_NEW=jdbc:mysql://mc-cost-optimizer-db:3306/${CO_COST_DB_NAME}?autoReconnect=true&allowMultiQueries=true&useSSL=false&allowPublicKeyRetrieval=true
CO_COST_DB_URL=jdbc:mariadb://mc-cost-optimizer-db:3306/${CO_COST_DB_NAME}?autoReconnect=true&allowMultiQueries=true&useSSL=false&rewriteBatchedStatements=true&allowPublicKeyRetrieval=true&characterEncoding=UTF-8
CO_SLACK_DB_URL=jdbc:mariadb://mc-cost-optimizer-db:3306/${CO_SLACK_DB_NAME}?autoReconnect=true&allowMultiQueries=true&useSSL=false&allowPublicKeyRetrieval=true&characterEncoding=UTF-8
CO_MAIL_DB_URL=jdbc:mariadb://mc-cost-optimizer-db:3306/${CO_MAIL_DB_NAME}?autoReconnect=true&allowMultiQueries=true&useSSL=false&allowPublicKeyRetrieval=true&characterEncoding=UTF-8

CO_COST_ASSET_COLLECTOR_URL=http://mc-cost-optimizer-asset-collector:8091
CO_COST_COLLECTOR_URL=http://mc-cost-optimizer-cost-collector:8081
CO_COST_PROCESSOR_URL=http://mc-cost-optimizer-cost-processor:8082

CO_COST_GCP_COLLECTOR_URL=http://mc-cost-optimizer-cost-gcp-collector:8095
CO_GCP_PROJECT_ID=gcp-projectid
CO_GCP_CLIENT_EMAIL=gcp-clientemail
CO_GCP_PRIVATE_KEY_ID=gcp-privatekeyid
CO_GCP_PRIVATE_KEY=gcp-privatekey
CO_GCP_BQ_DATASET=gcp-datasetname
CO_GCP_BQ_TABLE=gcp-bigguerytable
CO_GCP_BATCH_CRON_SCHEDULE=0 0 8 * * ?

## Cost Collector
MC_COST_OPTIMIZER_COST_COLLECT_UNUSED_CRON_SCHEDULE=0 30 0,6 * * ?
MC_COST_OPTIMIZER_COST_COLLECT_CUR_CRON_SCHEDULE=0 0 0,6 * * ?
MC_COST_OPTIMIZER_AWS_CUR_EXPORT_NAME=mcmp-costopti
MC_COST_OPTIMIZER_AWS_CUR_EXPORT_PATH_PREFIX=mcmp-costopti
MC_COST_OPTIMIZER_AWS_ACCESS_KEY_ID=accesskey
MC_COST_OPTIMIZER_AWS_SECRET_ACCESS_KEY=secretkey
CO_COST_COLLECT_UNUSED_CRON_SCHEDULE=0 30 0,6 * * ?
CO_COST_COLLECT_CUR_CRON_SCHEDULE=0 0 0,6 * * ?
CO_AWS_CUR_EXPORT_NAME=mcmp-costopti
CO_AWS_CUR_EXPORT_PATH_PREFIX=mcmp-costopti
CO_AWS_ACCESS_KEY_ID=aws-accesskey
CO_AWS_SECRET_ACCESS_KEY=aws-secretaccesskey

## Cost Processor
MC_COST_OPTIMIZER_COST_PROCESS_UNUSED_CRON_SCHEDULE=0 45 * * * ?
MC_COST_OPTIMIZER_COST_PROCESS_ABNORMAL_CRON_SCHEDULE=0 0 1,7 * * ?
MC_COST_OPTIMIZER_COST_SELECTOR_URL=http://mc-cost-optimizer-cost-selector:8083
MC_COST_OPTIMIZER_ALARM_URL=http://mc-cost-optimizer-alarm-service:9000
CO_COST_PROCESS_UNUSED_CRON_SCHEDULE=0 45 * * * ?
CO_COST_PROCESS_ABNORMAL_CRON_SCHEDULE=0 0 1,7 * * ?
CO_COST_SELECTOR_URL=http://mc-cost-optimizer-cost-selector:8083
CO_ALARM_URL=http://mc-cost-optimizer-alarm-service:9000

## Asset Controller
MC_COST_OPTIMIZER_API_URL=http://mc-cost-optimizer-be:9090
MC_COST_OPTIMIZER_ASSET_MONITORING_SERVER=http://mc-observability-manager:18080
MC_COST_OPTIMIZER_ASSET_COLLECT_BATCH_CRON_SCHEDULE=0 10 * * * ?
CO_API_URL=http://mc-cost-optimizer-be:9090
CO_ASSET_MONITORING_SERVER=http://mc-observability-manager:18080
CO_ASSET_COLLECT_BATCH_CRON_SCHEDULE=0 10 * * * ?

## Cost-Azure-Collector
MC_COST_OPTIMIZER_COST_AZURE_COLLECTOR_URL=http://mc-cost-optimizer-cost-azure-collector:8093
MC_COST_OPTIMIZER_AZURE_TENANT_ID=tenantid
MC_COST_OPTIMIZER_AZURE_CLIENT_ID=clientid
MC_COST_OPTIMIZER_AZURE_CLIENT_SECRET=clientsecret
MC_COST_OPTIMIZER_AZURE_SUBSCRIPTION_ID=subscriptionid
MC_COST_OPTIMIZER_AZURE_SERVICE_BATCH_CRON_SCHEDULE=0 0 0 * * ?
MC_COST_OPTIMIZER_AZURE_VM_BATCH_CRON_SCHEDULE=0 10 0 * * ?
MC_COST_OPTIMIZER_AZURE_VM_RIGHTSIZER_SCHEDULE=0 20 0 * * ?
CO_COST_AZURE_COLLECTOR_URL=http://mc-cost-optimizer-cost-azure-collector:8093
CO_AZURE_TENANT_ID=azure-tenantid
CO_AZURE_CLIENT_ID=azure-clientid
CO_AZURE_CLIENT_SECRET=azure-clientsecret
CO_AZURE_SUBSCRIPTION_ID=azure-subscriptionid
CO_AZURE_SERVICE_BATCH_CRON_SCHEDULE=0 0 0 * * ?
CO_AZURE_VM_BATCH_CRON_SCHEDULE=0 10 0 * * ?
CO_AZURE_VM_RIGHTSIZER_SCHEDULE=0 20 0 * * ?

## Cost-NCP-Collector
MC_COST_OPTIMIZER_COST_NCP_COLLECTOR_URL=http://mc-cost-optimizer-cost-ncp-collector:8094
MC_COST_OPTIMIZER_NCP_IAM_ACCESS_KEY=iamaccesskey
MC_COST_OPTIMIZER_NCP_IAM_SECRET_KEY=iamsecretkey
MC_COST_OPTIMIZER_NCP_SERVICE_BATCH_CRON_SCHEDULE=0 0 0 * * ?
MC_COST_OPTIMIZER_NCP_VM_BATCH_CRON_SCHEDULE=0 10 0 * * ?
MC_COST_OPTIMIZER_NCP_VM_RIGHTSIZER_SCHEDULE=0 20 0 * * ?

## Tumblebug credentials
MC_COST_OPTIMIZER_TUMBLEBUG_USERNAME=spider
MC_COST_OPTIMIZER_TUMBLEBUG_PASSWORD=spider

CO_COST_NCP_COLLECTOR_URL=http://mc-cost-optimizer-cost-ncp-collector:8094
CO_NCP_IAM_ACCESS_KEY=ncp-iamaccesskey
CO_NCP_IAM_SECRET_KEY=ncp-iamsecretkey
CO_NCP_SERVICE_BATCH_CRON_SCHEDULE=0 0 0 * * ?
CO_NCP_VM_BATCH_CRON_SCHEDULE=0 10 0 * * ?
CO_NCP_VM_RIGHTSIZER_SCHEDULE=0 20 0 * * ?

## Cost-ML-Scorer (rightsizing score API, reads cost.asset_compute_metric)
CO_ML_SCORER_URL=http://mc-cost-optimizer-ml-scorer:8096
CO_ML_SCORER_WINDOW_DAYS=30
CO_LLM_KEY_MASTER=

#Tumblebug
CO_TBB_URL=http://mc-infra-manager:1323/tumblebug
CO_TBB_USERNAME=default
CO_TBB_PW=default

# MC-APPLICATION-MANAGER
MC_APPLICATION_MANAGER_POSTGRES_DB=appmgr
Expand Down
139 changes: 60 additions & 79 deletions conf/docker/conf/mc-cost-optimizer/init/01_init_cost_db_ddl.sql
View file
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Original file line number Diff line number Diff line change
Expand Up @@ -356,84 +356,6 @@ CREATE TABLE `budget_monthly` (
UNIQUE KEY `uq_csp_year_month_project` (`csp`,`year`,`month`,`project_cd`)
) ENGINE=InnoDB AUTO_INCREMENT=384 DEFAULT CHARSET=utf8mb4 COLLATE=utf8mb4_uca1400_ai_ci;

CREATE TABLE TASM_AZR_RSRC_OPT_MODN_L
(
PREV_GENTH VARCHAR(50) NOT NULL COMMENT 'Previous Generation',
NEW_GENTH VARCHAR(50) NULL COMMENT 'Current Generation',
RSRC_TYPE VARCHAR(100) NOT NULL COMMENT 'Resource Type',
RGN_ID VARCHAR(50) NOT NULL COMMENT 'Region',
INST_FAMILY VARCHAR(50) NULL COMMENT 'Instance Family',
PRIMARY KEY (RSRC_TYPE, RGN_ID, PREV_GENTH)
)
CHARSET = utf8mb3;

create index TASM_AZR_RSRC_OPT_MODN_L_IDX_01 ON TASM_AZR_RSRC_OPT_MODN_L (PREV_GENTH);

CREATE TABLE TASM_AZR_VM_PRICING_L
(
SKU VARCHAR(150) NOT NULL,
REGION VARCHAR(50) NOT NULL,
INSTANCE_TYPE VARCHAR(50) NULL,
CORES DOUBLE NULL,
RAM DOUBLE NULL,
SERIES VARCHAR(50) NULL,
OS VARCHAR(50) NULL,
PER_HOUR DOUBLE NULL,
PER_HOUR_ONE_YEAR_RESERVED DOUBLE NULL,
PER_HOUR_THREE_YEAR_RESERVED DOUBLE NULL,
PER_HOUR_SPOT DOUBLE NULL,
IS_VCPU VARCHAR(50) NULL,
AVAILABLE_FOR_ML VARCHAR(50) NULL,
IS_HIDDEN VARCHAR(50) NULL,
DISK_SIZE DOUBLE NULL,
GPU VARCHAR(50) NULL,
PRICING_TYPES VARCHAR(50) NULL,
CREA_DT DATETIME NULL COMMENT '생성일시',
PRIMARY KEY (SKU, REGION)
);

CREATE INDEX IX_TASM_AZR_VM_PRICING_L_02
ON TASM_AZR_VM_PRICING_L (REGION, INSTANCE_TYPE, OS, PRICING_TYPES);

create table TASM_CLOUD_RGN_M
(
CLOUD_VNDR_ID VARCHAR(50) NOT NULL COMMENT 'CLOUD VENDOR ID',
RGN_ID VARCHAR(50) NOT NULL COMMENT 'REGION ID',
RGN_NM VARCHAR(100) NOT NULL COMMENT 'REGION 명',
RGN_CODE VARCHAR(100) NULL,
UNIT_PRICE_RGN VARCHAR(100) NULL,
MT_RGN_NM VARCHAR(100) NULL COMMENT 'REGION 명 (METERING)',
SVC_TYPE VARCHAR(10) NOT NULL COMMENT 'SERVICE TYPE( GLOBAL, CHINA)',
USE_YN VARCHAR(1) DEFAULT 'Y' NOT NULL COMMENT 'CLOUD 사용 여부 (''N'':사용안함, ''Y'':사용)',
CREA_DT DATETIME NOT NULL COMMENT '생성일시',
CREA_ID VARCHAR(50) NOT NULL COMMENT '생성자 ID',
CREA_IPADDR VARCHAR(39) NOT NULL COMMENT '생성자 IP주소',
UPDT_DT DATETIME NULL COMMENT '수정일시',
UPDT_ID VARCHAR(50) NULL COMMENT '수정자 ID',
UPDT_IPADDR VARCHAR(39) NULL COMMENT '수정자 IP주소',
PRIMARY KEY (CLOUD_VNDR_ID, RGN_ID)
)
COMMENT 'Cloud Region Informations' CHARSET = utf8mb3;

create table TASM_NCP_INSTANCE_PRICING_L
(
SKU varchar(150) not null,
REGION varchar(50) not null,
INSTANCE_TYPE varchar(50) null,
SERIES varchar(50) null,
PRODUCT_NAME varchar(150) null,
PRODUCT_CODE varchar(100) null,
CORES double null,
MEMORY double null,
DISK_SIZE double null,
GPU double null,
UNIT_CODE varchar(50) not null,
UNIT_CODE_NAME varchar(150) not null,
USD double null,
CREA_DT datetime null comment '생성일시',
primary key (SKU, REGION, UNIT_CODE)
);

-- Azure/NCP용 Unused Daily Mart 테이블
CREATE TABLE `unused_daily_mart` (
`create_dt` timestamp NOT NULL COMMENT '생성일시 (배치 실행 시점)',
Expand All @@ -448,4 +370,63 @@ CREATE TABLE `unused_daily_mart` (
) ENGINE=InnoDB DEFAULT CHARSET=utf8mb4 COLLATE=utf8mb4_unicode_520_ci
COMMENT='Azure/NCP Unused 자원 분석용 일별 메트릭 마트';


-- cost.gcp_billing_raw definition

CREATE TABLE `gcp_billing_raw` (
`id` bigint(20) NOT NULL AUTO_INCREMENT COMMENT 'PK',
`created` datetime DEFAULT NULL COMMENT '수집 시각',
`billing_account_id` varchar(255) DEFAULT NULL COMMENT '청구 계정 ID',
`cost` double DEFAULT NULL COMMENT '발생 비용',
`cost_type` varchar(50) DEFAULT NULL COMMENT '비용 타입 (regular, tax, adjustment, rounding_error)',
`currency` varchar(10) DEFAULT NULL COMMENT '통화 코드 (KRW, USD)',
`currency_conversion_rate` double DEFAULT NULL COMMENT '환율',
`export_time` datetime DEFAULT NULL COMMENT '데이터 추출 시각',
`invoice_month` varchar(6) DEFAULT NULL COMMENT '청구월 (YYYYMM)',
`service_id` varchar(255) DEFAULT NULL COMMENT '서비스 고유 ID',
`service_description` varchar(255) DEFAULT NULL COMMENT '서비스 명칭',
`sku_id` varchar(255) DEFAULT NULL COMMENT 'SKU 고유 ID',
`sku_description` varchar(512) DEFAULT NULL COMMENT 'SKU 상세 명칭',
`project_id` varchar(255) DEFAULT NULL COMMENT '프로젝트 ID',
`project_number` varchar(255) DEFAULT NULL COMMENT '프로젝트 번호',
`project_name` varchar(255) DEFAULT NULL COMMENT '프로젝트 명칭',
`project_ancestry_numbers` varchar(512) DEFAULT NULL COMMENT '상위 조직 경로',
`location` varchar(255) DEFAULT NULL COMMENT '상세 위치',
`location_country` varchar(10) DEFAULT NULL COMMENT '국가 코드',
`location_region` varchar(255) DEFAULT NULL COMMENT '리전',
`location_zone` varchar(255) DEFAULT NULL COMMENT '존',
`usage_start_time` datetime DEFAULT NULL COMMENT '사용 시작 시각',
`usage_end_time` datetime DEFAULT NULL COMMENT '사용 종료 시각',
`usage_amount` double DEFAULT NULL COMMENT '사용량',
`usage_unit` varchar(50) DEFAULT NULL COMMENT '사용량 단위',
`usage_amount_in_pricing_units` double DEFAULT NULL COMMENT '과금 단위 기준 수량',
`usage_pricing_unit` varchar(50) DEFAULT NULL COMMENT '과금 단위',
`adjustment_info_id` varchar(255) DEFAULT NULL COMMENT '조정 ID',
`adjustment_info_description` varchar(512) DEFAULT NULL COMMENT '조정 설명',
`adjustment_info_mode` varchar(50) DEFAULT NULL COMMENT '조정 모드',
`adjustment_info_type` varchar(50) DEFAULT NULL COMMENT '조정 타입',
`labels` text DEFAULT NULL COMMENT '라벨 (JSON)',
`system_labels` text DEFAULT NULL COMMENT '시스템 라벨 (JSON)',
`tags` text DEFAULT NULL COMMENT '태그 (JSON)',
`csp_instanceid` varchar(200) DEFAULT NULL COMMENT 'labels.sys_cspresourceid (servicegroup_meta 조인키)',
`vm_id` varchar(100) DEFAULT NULL COMMENT 'labels.sys_id',
`mci_id` varchar(100) DEFAULT NULL COMMENT 'labels.sys_infraid',
`service_cd` varchar(100) DEFAULT NULL COMMENT 'labels.sys_namespace (ns_id, 매핑 폴백)',
PRIMARY KEY (`id`),
KEY `idx_billing_date` (`billing_account_id`,`invoice_month`),
KEY `idx_project_date` (`project_id`,`usage_start_time`),
KEY `idx_service` (`service_description`,`usage_start_time`),
KEY `idx_gbr_csp_instanceid` (`csp_instanceid`)
) ENGINE=InnoDB AUTO_INCREMENT=579 DEFAULT CHARSET=utf8mb4 COLLATE=utf8mb4_uca1400_ai_ci COMMENT='GCP 빌링 원본 데이터';

CREATE TABLE IF NOT EXISTS `provider_keys` (
`id` bigint NOT NULL AUTO_INCREMENT,
`ns_id` varchar(100) NOT NULL COMMENT 'namespace ID',
`provider` varchar(20) NOT NULL COMMENT 'openai | anthropic | google',
`enc_key` text NOT NULL COMMENT 'AES-256-GCM 암호문 (base64)',
`iv` varchar(100) NOT NULL COMMENT 'nonce 12바이트 (base64)',
`tag` varchar(100) NOT NULL COMMENT 'GCM 인증 태그 16바이트 (base64)',
`created_at` timestamp DEFAULT current_timestamp(),
`updated_at` timestamp DEFAULT current_timestamp() ON UPDATE current_timestamp(),
PRIMARY KEY (`id`),
UNIQUE KEY `uq_ns_provider` (`ns_id`, `provider`)
) ENGINE=InnoDB DEFAULT CHARSET=utf8mb4 COLLATE=utf8mb4_unicode_520_ci COMMENT='LLM 프로바이더 API 키 (AES-256-GCM 암호화 저장)';
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