/create-maxcompute-compute-source
创建 MaxCompute 类型计算源——将 MaxCompute 项目接入 Dataphin 作为数据开发任务的计算底座。 计算源是项目运行离线任务的引擎,必须先建计算源才能在项目上绑定。 触发场景: - 为 Dataphin 项目准备 MaxCompute 计算资源(dev / prod) - 新建 MaxCompute 计算引擎 / 绑定 MaxCompute 项目 - 创建计算源前先做连通性预检 触发词:创建计算源、新建计算源、添加计算引擎、MaxCompute 计算源、create-compute-source、ConfigList 怎么填。
$ npx -y skills add aliyun/alibabacloud-aiops-skills --skill create-maxcompute-compute-source --agent claude-codeHow it fires
How this skill gets triggered: by you, by Claude, or both.
- Fires itselfAuto-invocation. Claude auto-loads it when your prompt matches the work.Auto-invocation is when the right skill fires by itself at the right moment, driven by a FLOW.md router and a hook, instead of you invoking it by name. It is the difference between a skill being installed and a skill actually getting used.Read the full definition →
- You can call itInvoke it directly when you want it.
- Slash command
/create-maxcompute-compute-source
Context preview
The summary Claude sees to decide when to auto-load this skill.
创建 MaxCompute 类型计算源——将 MaxCompute 项目接入 Dataphin 作为数据开发任务的计算底座。 计算源是项目运行离线任务的引擎,必须先建计算源才能在项目上绑定。 触发场景: - 为 Dataphin 项目准备 MaxCompute 计算资源(dev / prod) - 新建 MaxCompute 计算引擎 / 绑定 MaxCompute 项目 - 创建计算源前先做连通性预检 触发词:创建计算源、新建计算源、添加计算引擎、MaxCompute 计算源、create-compute-source、ConfigList 怎么填。
SKILL.md
create-maxcompute-compute-source.SKILL.mdname: create-maxcompute-compute-source
description: |-
创建 MaxCompute 类型计算源——将 MaxCompute 项目接入 Dataphin 作为数据开发任务的计算底座。
计算源是项目运行离线任务的引擎,必须先建计算源才能在项目上绑定。
触发场景:
- 为 Dataphin 项目准备 MaxCompute 计算资源(dev / prod)
- 新建 MaxCompute 计算引擎 / 绑定 MaxCompute 项目
- 创建计算源前先做连通性预检
触发词:创建计算源、新建计算源、添加计算引擎、MaxCompute 计算源、create-compute-source、ConfigList 怎么填。
关键限制:Type 固定 MAX_COMPUTE(大写下划线,非驼峰);同一 MaxCompute project 只能绑定一个计算源且无解绑 API;19 位 ID 字符串传参。
创建 MaxCompute 计算源
1. Scenario Description
将 MaxCompute 项目接入 Dataphin 作为**计算源**,使项目下的离线数据开发任务(`MaxCompute_SQL` 等)可以在该 MaxCompute 引擎上运行。
**Architecture**:`Dataphin Tenant → ComputeSource (MAX_COMPUTE) → MaxCompute Project`
- 计算源是任务的**运行底座**,与数据源(读写数据)职责不同
- DEV-PROD 项目通常需分别创建 dev / prod 两套计算源(各指向不同 MaxCompute project 实现环境隔离)
2. Installation
aliyun plugin install --names aliyun-cli-dataphin-public
(详见 [`references/cli-installation-guide.md`](references/cli-installation-guide.md))
3. Environment Variables
> 凭证与环境变量由父 skill `alibabacloud-dataphin-skills` 统一声明并预检(父 §3 + §4 Authentication + §8 Step 0,先于路由到本 skill 执行);本 skill 不重复声明。
4. Authentication
> **Pre-check: Alibaba Cloud Credentials Required** > > **Security Rules:** > - **NEVER** read, echo, or print AK/SK values to terminal or logs > - **NEVER** ask the user to input AK/SK directly in the conversation or command line > - **NEVER** use `aliyun configure set` with literal credential values > - **ONLY** use `aliyun configure list` to check credential status > > ```bash > aliyun configure list > ``` > Check the output for a valid profile (AK, STS, or OAuth identity). > > **If no valid profile exists, STOP here.** > 1. Obtain credentials from [Alibaba Cloud Console](https://ram.console.aliyun.com/manage/ak) > 2. Configure credentials **outside of this session** (via `aliyun configure` in terminal or environment variables in shell profile) > 3. Return and re-run after `aliyun configure list` shows a valid profile
**Pre-check: Aliyun CLI >= 3.4.8 required** > Run `aliyun version` to verify >= 3.4.8. If not installed or version too low, > install/update from https://aliyuncli.alicdn.com (see `references/cli-installation-guide.md` for the OS-specific script).
**Pre-check: Aliyun CLI plugin update required** > [MUST] run `aliyun configure set --auto-plugin-install true` to enable automatic plugin installation. > [MUST] run `aliyun plugin update` to ensure that any existing plugins are always up-to-date.
5. RAM Policy
最小权限策略详见 [`../../../ram-policies.md`](../../../ram-policies.md)。
> **[MUST] Permission Failure Handling:** When any command or API call fails due to permission errors at any point during execution, follow this process: > 1. Read `../../../ram-policies.md` to get the full list of permissions required by this SKILL > 2. Use `ram-permission-diagnose` skill to guide the user through requesting the necessary permissions > 3. Pause and wait until the user confirms that the required permissions have been granted
6. Parameter Confirmation
> **IMPORTANT: Parameter Confirmation** — Before executing any command or API call, > ALL user-customizable parameters (e.g., tenant id, compute source name, MaxCompute > endpoint / project, access id, etc.) MUST be confirmed with the user. Do NOT assume > or use default values without explicit user approval.
| 参数 | 必填 | 描述 | 默认值 | |---|---|---|---| | `TENANT_ID` | 是 | 租户 ID(19 位 snowflake,**字符串传**;profile 已配置时可省略) | — | | `CS_NAME` | 是 | 计算源名称(英文、数字、下划线) | — | | `CS_DESCRIPTION` | 否 | 计算源描述 | 空 | | `MC_ENDPOINT` | 是 | MaxCompute Endpoint(形如 `http://service.<region>.maxcompute.aliyun.com/api`) | — | | `MC_PROJECT` | 是 | MaxCompute 项目名称(ODPS project 名,需与 MaxCompute 控制台一致) | — | | `MC_ACCESS_ID` | 是 | MaxCompute 访问 AccessKey ID | — | | `MC_ACCESS_KEY` | 是 | MaxCompute 访问 AccessKey Secret | — |
> 💡 **术语**:ODPS(Open Data Processing Service)是 MaxCompute 的旧名,参数/配置中仍可能出现 `odps` 字样,均指 MaxCompute。
7. Observability (MUST follow for every aliyun command)
**session-id 由父 skill `alibabacloud-dataphin-skills` 在套件入口加载时生成(32-char 小写 hex),本子 skill 加载时直接继承同一 session-id,不再重新生成。**
**Rule: Every `aliyun` CLI command that calls a cloud API MUST include the `--user-agent` flag.** Local utility commands (e.g. `configure`, `plugin`, `version`) do not support this flag and should be excluded.
--user-agent AlibabaCloud-Agent-Skills/create-maxcompute-compute-source/{session-id}Example (assuming session-id is `a1b2c3d4e5f6a7b8c9d0e1f2a3b4c5d6`):
aliyun dataphin-public list-compute-sources --op-tenant-id "1234567890123456789" \
--type MAX_COMPUTE --page-size 20 \
--user-agent AlibabaCloud-Agent-Skills/create-maxcompute-compute-source/a1b2c3d4e5f6a7b8c9d0e1f2a3b4c5d6
Do not skip, alter the format, or omit `--user-agent` on any `aliyun` API command invocation.
8. Core Workflow
TENANT_ID="<19位租户ID>"
SESSION_ID="<inherited from alibabacloud-dataphin-skills>"
UA="--user-agent AlibabaCloud-Agent-Skills/create-maxcompute-compute-source/$SESSION_ID"
> **CLI 入参结构说明**:`create-compute-source` 使用**扁平 flag**(`--compute-source-name` / `--type` / `--description` / `--config-list`),CLI 会自动序列化为 OpenAPI 的 `CreateCommand` JSON 对象。`--config-list` 是**列表**,每个元素是一个 `{"Key":"...","Value":"..."}` JSON 字符串,多个用空格分隔。
Step 1:连通性预检(推荐)
创建前先验证 MaxCompute 配置是否连通(`check-compute-source-connectivity` 只测试、不落库):
aliyun dataphin-public check-compute-source-connectivity \
--op-tenant-id "$TENANT_ID" \
--type MAX_COMPUTE \
--config-list \
'{"Key":"maxcompute.endpoint","Value":"<MC_ENDPOINT>"}' \
'{"Key":"maxcompute.project","Value":"<MC_PROJECT>"}' \
'{"Key":"maxcompute.access.id","Value":"<MC_ACCESS_ID>"}' \
'{"Key":"maxcompute.access.key","Value":"<MC_ACCESS_KEY>"}' \
$UA期望返回 `"Success": true` 且 `CheckResult.Connected: true`。若 `Connected: false`,看 `Reason` 字段(`InvalidAK` / `ProjectNotFound` / `timeout`)排查后重试。
Step 2:创建计算源
aliyun dataphin-public create-compute-source
Read more
name: create-maxcompute-compute-source description: |- 创建 MaxCompute 类型计算源——将 MaxCompute 项目接入 Dataphin 作为数据开发任务的计算底座。 计算源是项目运行离线任务的引擎,必须先建计算源才能在项目上绑定。 触发场景: - 为 Dataphin 项目准备 MaxCompute 计算资源(dev / prod) - 新建 MaxCompute 计算引擎 / 绑定 MaxCompute 项目 - 创建计算源前先做连通性预检 触发词:创建计算源、新建计算源、添加计算引擎、MaxCompute 计算源、create-compute-source、ConfigList 怎么填。 关键限制:Type 固定 MAX_COMPUTE(大写下划线,非驼峰);同一 MaxCompute project 只能绑定一个计算源且无解绑 API;19 位 ID 字符串传参。
创建 MaxCompute 计算源
1. Scenario Description
将 MaxCompute 项目接入 Dataphin 作为**计算源**,使项目下的离线数据开发任务(`MaxCompute_SQL` 等)可以在该 MaxCompute 引擎上运行。
**Architecture**:`Dataphin Tenant → ComputeSource (MAX_COMPUTE) → MaxCompute Project`
- 计算源是任务的**运行底座**,与数据源(读写数据)职责不同
- DEV-PROD 项目通常需分别创建 dev / prod 两套计算源(各指向不同 MaxCompute project 实现环境隔离)
2. Installation
aliyun plugin install --names aliyun-cli-dataphin-public
(详见 [`references/cli-installation-guide.md`](references/cli-installation-guide.md))
3. Environment Variables
> 凭证与环境变量由父 skill `alibabacloud-dataphin-skills` 统一声明并预检(父 §3 + §4 Authentication + §8 Step 0,先于路由到本 skill 执行);本 skill 不重复声明。
4. Authentication
> **Pre-check: Alibaba Cloud Credentials Required** > > **Security Rules:** > - **NEVER** read, echo, or print AK/SK values to terminal or logs > - **NEVER** ask the user to input AK/SK directly in the conversation or command line > - **NEVER** use `aliyun configure set` with literal credential values > - **ONLY** use `aliyun configure list` to check credential status > > ```bash > aliyun configure list > ``` > Check the output for a valid profile (AK, STS, or OAuth identity). > > **If no valid profile exists, STOP here.** > 1. Obtain credentials from [Alibaba Cloud Console](https://ram.console.aliyun.com/manage/ak) > 2. Configure credentials **outside of this session** (via `aliyun configure` in terminal or environment variables in shell profile) > 3. Return and re-run after `aliyun configure list` shows a valid profile
**Pre-check: Aliyun CLI >= 3.4.8 required** > Run `aliyun version` to verify >= 3.4.8. If not installed or version too low, > install/update from https://aliyuncli.alicdn.com (see `references/cli-installation-guide.md` for the OS-specific script).
**Pre-check: Aliyun CLI plugin update required** > [MUST] run `aliyun configure set --auto-plugin-install true` to enable automatic plugin installation. > [MUST] run `aliyun plugin update` to ensure that any existing plugins are always up-to-date.
5. RAM Policy
最小权限策略详见 [`../../../ram-policies.md`](../../../ram-policies.md)。
> **[MUST] Permission Failure Handling:** When any command or API call fails due to permission errors at any point during execution, follow this process: > 1. Read `../../../ram-policies.md` to get the full list of permissions required by this SKILL > 2. Use `ram-permission-diagnose` skill to guide the user through requesting the necessary permissions > 3. Pause and wait until the user confirms that the required permissions have been granted
6. Parameter Confirmation
> **IMPORTANT: Parameter Confirmation** — Before executing any command or API call, > ALL user-customizable parameters (e.g., tenant id, compute source name, MaxCompute > endpoint / project, access id, etc.) MUST be confirmed with the user. Do NOT assume > or use default values without explicit user approval.
| 参数 | 必填 | 描述 | 默认值 | |---|---|---|---| | `TENANT_ID` | 是 | 租户 ID(19 位 snowflake,**字符串传**;profile 已配置时可省略) | — | | `CS_NAME` | 是 | 计算源名称(英文、数字、下划线) | — | | `CS_DESCRIPTION` | 否 | 计算源描述 | 空 | | `MC_ENDPOINT` | 是 | MaxCompute Endpoint(形如 `http://service.<region>.maxcompute.aliyun.com/api`) | — | | `MC_PROJECT` | 是 | MaxCompute 项目名称(ODPS project 名,需与 MaxCompute 控制台一致) | — | | `MC_ACCESS_ID` | 是 | MaxCompute 访问 AccessKey ID | — | | `MC_ACCESS_KEY` | 是 | MaxCompute 访问 AccessKey Secret | — |
> 💡 **术语**:ODPS(Open Data Processing Service)是 MaxCompute 的旧名,参数/配置中仍可能出现 `odps` 字样,均指 MaxCompute。
7. Observability (MUST follow for every aliyun command)
**session-id 由父 skill `alibabacloud-dataphin-skills` 在套件入口加载时生成(32-char 小写 hex),本子 skill 加载时直接继承同一 session-id,不再重新生成。**
**Rule: Every `aliyun` CLI command that calls a cloud API MUST include the `--user-agent` flag.** Local utility commands (e.g. `configure`, `plugin`, `version`) do not support this flag and should be excluded.
--user-agent AlibabaCloud-Agent-Skills/create-maxcompute-compute-source/{session-id}Example (assuming session-id is `a1b2c3d4e5f6a7b8c9d0e1f2a3b4c5d6`):
aliyun dataphin-public list-compute-sources --op-tenant-id "1234567890123456789" \ --type MAX_COMPUTE --page-size 20 \ --user-agent AlibabaCloud-Agent-Skills/create-maxcompute-compute-source/a1b2c3d4e5f6a7b8c9d0e1f2a3b4c5d6
Do not skip, alter the format, or omit `--user-agent` on any `aliyun` API command invocation.
8. Core Workflow
TENANT_ID="<19位租户ID>" SESSION_ID="<inherited from alibabacloud-dataphin-skills>" UA="--user-agent AlibabaCloud-Agent-Skills/create-maxcompute-compute-source/$SESSION_ID"
> **CLI 入参结构说明**:`create-compute-source` 使用**扁平 flag**(`--compute-source-name` / `--type` / `--description` / `--config-list`),CLI 会自动序列化为 OpenAPI 的 `CreateCommand` JSON 对象。`--config-list` 是**列表**,每个元素是一个 `{"Key":"...","Value":"..."}` JSON 字符串,多个用空格分隔。
Step 1:连通性预检(推荐)
创建前先验证 MaxCompute 配置是否连通(`check-compute-source-connectivity` 只测试、不落库):
aliyun dataphin-public check-compute-source-connectivity \
--op-tenant-id "$TENANT_ID" \
--type MAX_COMPUTE \
--config-list \
'{"Key":"maxcompute.endpoint","Value":"<MC_ENDPOINT>"}' \
'{"Key":"maxcompute.project","Value":"<MC_PROJECT>"}' \
'{"Key":"maxcompute.access.id","Value":"<MC_ACCESS_ID>"}' \
'{"Key":"maxcompute.access.key","Value":"<MC_ACCESS_KEY>"}' \
$UA期望返回 `"Success": true` 且 `CheckResult.Connected: true`。若 `Connected: false`,看 `Reason` 字段(`InvalidAK` / `ProjectNotFound` / `timeout`)排查后重试。
Step 2:创建计算源
aliyun dataphin-public create-compute-source
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