diff --git a/.github/workflows/python-ci.yml b/.github/workflows/python-ci.yml new file mode 100644 index 0000000000..56ddc195fc --- /dev/null +++ b/.github/workflows/python-ci.yml @@ -0,0 +1,45 @@ +name: CI for metrics app + +on: [push] + +jobs: + ci: + name: CI job + runs-on: ubuntu-latest + steps: + - uses: actions/checkout@v4 + - uses: actions/setup-python@v5 + with: + python-version: 3.14 + cache: pip + - name: Install dependencies + run: pip install -r app_python/requirements.txt -r app_python/requirements-dev.txt + - name: Flake8 lint + run: flake8 --max-line-length 99 app_python/app.py + - name: Run tests + run: pytest app_python + docker: + needs: ci + runs-on: ubuntu-latest + steps: + - uses: actions/checkout@v4 + - name: Login to Docker Hub + uses: docker/login-action@v3 + with: + username: ${{ secrets.DOCKER_USERNAME }} + password: ${{ secrets.DOCKER_TOKEN }} + - name: Docker meta + id: meta + uses: docker/metadata-action@v5 + with: + images: | + ${{ secrets.DOCKER_USERNAME }}/devops-infoservice + tags: | + type=semver,pattern={{version}} + - name: Build and push + uses: docker/build-push-action@v6 + with: + context: ./app_python + push: ${{ startsWith(github.ref, 'refs/tags/') }} + tags: ${{ steps.meta.outputs.tags }} + labels: ${{ steps.meta.outputs.labels }} diff --git a/ansible/.ansible-lint b/ansible/.ansible-lint new file mode 100644 index 0000000000..0727309ce5 --- /dev/null +++ b/ansible/.ansible-lint @@ -0,0 +1,2 @@ +skip_list: + - no-handler diff --git a/ansible/README.md b/ansible/README.md new file mode 100644 index 0000000000..1785e97af1 --- /dev/null +++ b/ansible/README.md @@ -0,0 +1,3 @@ +[![Ansible Deployment](https://github.com/Error10556/DevOps-Core-Course/actions/workflows/ansible-deploy.yml/badge.svg)](https://github.com/Error10556/DevOps-Core-Course/actions/workflows/ansible-deploy.yml) + +# Ansible deployment diff --git a/ansible/ansible.cfg b/ansible/ansible.cfg new file mode 100644 index 0000000000..06c1114147 --- /dev/null +++ b/ansible/ansible.cfg @@ -0,0 +1,11 @@ +[defaults] +inventory = inventory/hosts.ini +roles_path = roles +host_key_checking = False +remote_user = vboxuser +retry_files_enabled = False + +[privilege_escalation] +become = True +become_method = sudo +become_user = root diff --git a/ansible/docs/LAB05.md b/ansible/docs/LAB05.md new file mode 100644 index 0000000000..3a7e157729 --- /dev/null +++ b/ansible/docs/LAB05.md @@ -0,0 +1,261 @@ +# Task 2 + +### "First" run +(Not really the first, I tore the environment down manually). + +```text +timur@timur-ficus:~/proj/DevOps-Core-Course/ansible$ ansible-playbook playbooks/provision.yml + +PLAY [Provision web servers] ******************************************************************************************************************* + +TASK [Gathering Facts] ************************************************************************************************************************* +[WARNING]: Host 'devops-vm' is using the discovered Python interpreter at '/usr/bin/python3.12', but future installation of another Python interpreter could cause a different interpreter to be discovered. See https://docs.ansible.com/ansible-core/2.20/reference_appendices/interpreter_discovery.html for more information. +ok: [devops-vm] + +TASK [common : Update apt cache] *************************************************************************************************************** +ok: [devops-vm] + +TASK [common : Install common packages] ******************************************************************************************************** +changed: [devops-vm] + +TASK [common : Set timezone to UTC] ************************************************************************************************************ +ok: [devops-vm] + +TASK [docker : Add Docker repo] **************************************************************************************************************** +changed: [devops-vm] + +TASK [docker : update apt cache] *************************************************************************************************************** +changed: [devops-vm] + +TASK [docker : Install Docker] ***************************************************************************************************************** +changed: [devops-vm] + +TASK [docker : Add ubuntu user to docker group] ************************************************************************************************ +ok: [devops-vm] + +RUNNING HANDLER [docker : restart docker] ****************************************************************************************************** +changed: [devops-vm] + +PLAY RECAP ************************************************************************************************************************************* +devops-vm : ok=9 changed=5 unreachable=0 failed=0 skipped=0 rescued=0 ignored=0 + +``` + +### The next run + +```text +timur@timur-ficus:~/proj/DevOps-Core-Course/ansible$ ansible-playbook playbooks/provision.yml + +PLAY [Provision web servers] ******************************************************************************************************************* + +TASK [Gathering Facts] ************************************************************************************************************************* +[WARNING]: Host 'devops-vm' is using the discovered Python interpreter at '/usr/bin/python3.12', but future installation of another Python interpreter could cause a different interpreter to be discovered. See https://docs.ansible.com/ansible-core/2.20/reference_appendices/interpreter_discovery.html for more information. +ok: [devops-vm] + +TASK [common : Update apt cache] *************************************************************************************************************** +ok: [devops-vm] + +TASK [common : Install common packages] ******************************************************************************************************** +ok: [devops-vm] + +TASK [common : Set timezone to UTC] ************************************************************************************************************ +ok: [devops-vm] + +TASK [docker : Add Docker repo] **************************************************************************************************************** +ok: [devops-vm] + +TASK [docker : update apt cache] *************************************************************************************************************** +skipping: [devops-vm] + +TASK [docker : Install Docker] ***************************************************************************************************************** +ok: [devops-vm] + +TASK [docker : Add ubuntu user to docker group] ************************************************************************************************ +ok: [devops-vm] + +PLAY RECAP ************************************************************************************************************************************* +devops-vm : ok=7 changed=0 unreachable=0 failed=0 skipped=1 rescued=0 ignored=0 +``` + +After this run, nothing changed. Even `apt update` was skipped because it is triggered by changes in `Add Docker repo`. + +### Analysis: what changed the first time + +Everything related to `apt` and `docker` because the packages were not installed. + +### Why nothing changed the second time + +This is why we need Ansible: it checks that the system is in the desired state before doing anything (providing +idempotency). The system was already in the desired state because Ansible was run just before. + + +# Task 3 + +### Terminal output + +```text +timur@timur-ficus:~/proj/DevOps-Core-Course/ansible$ ansible-playbook playbooks/deploy.yml --ask-vault-pass +Vault password: + +PLAY [Deploy application] ********************************************************************************************************************** + +TASK [Gathering Facts] ************************************************************************************************************************* +[WARNING]: Host 'devops-vm' is using the discovered Python interpreter at '/usr/bin/python3.12', but future installation of another Python interpreter could cause a different interpreter to be discovered. See https://docs.ansible.com/ansible-core/2.20/reference_appendices/interpreter_discovery.html for more information. +ok: [devops-vm] + +TASK [app_deploy : load vault] ***************************************************************************************************************** +ok: [devops-vm] + +TASK [app_deploy : DockerHub Login] ************************************************************************************************************ +changed: [devops-vm] + +TASK [app_deploy : Pull image] ***************************************************************************************************************** +changed: [devops-vm] + +TASK [app_deploy : Stop and remove running container] ****************************************************************************************** +ok: [devops-vm] + +TASK [app_deploy : Run container] ************************************************************************************************************** +changed: [devops-vm] + +TASK [app_deploy : Wait for port] ************************************************************************************************************** +ok: [devops-vm] + +TASK [app_deploy : Healthcheck] **************************************************************************************************************** +ok: [devops-vm] + +PLAY RECAP ************************************************************************************************************************************* +devops-vm : ok=8 changed=3 unreachable=0 failed=0 skipped=0 rescued=0 ignored=0 +``` + +### `docker ps` output + +```text +vboxuser@devops-vm:~$ docker ps +CONTAINER ID IMAGE COMMAND CREATED STATUS PORTS NAMES +0cdb6ce0a0f5 timurusmanov/devops-infoservice:latest "gunicorn -b 0.0.0.0…" About a minute ago Up About a minute 0.0.0.0:5000->5000/tcp devops-infoservice +``` + +### Healthcheck + +Healthcheck passed: Ansible printed `ok`. + +# Task 4 + +## Architecture overview + +## 1. Architecture Overview +### Ansible version used +```text +ansible [core 2.20.2] + config file = None + configured module search path = ['/home/timur/.ansible/plugins/modules', '/usr/share/ansible/plugins/modules'] + ansible python module location = /usr/lib/python3.14/site-packages/ansible + ansible collection location = /home/timur/.ansible/collections:/usr/share/ansible/collections + executable location = /usr/bin/ansible + python version = 3.14.3 (main, Feb 13 2026, 15:31:44) [GCC 15.2.1 20260209] (/usr/bin/python) + jinja version = 3.1.6 + pyyaml version = 6.0.3 (with libyaml v0.2.5) +``` + +### Target VM OS and version +Ubuntu 24.04 LTS + +### Role structure diagram or explanation +3 roles: +1. `common` for setting up necessary system software and configuration +2. `docker` for installing Docker +3. `app_deploy` for pulling and running the application. + +### Why roles instead of monolithic playbooks? +Roles act as reusable and invokable playbooks. Increases modularity. + +## 2. Roles Documentation + +### common +- **Purpose**: Configure the system and set up common software. +- **Variables**: `common_packages` contains a list of packages to install +- **Handlers**: none +- **Dependencies**: no other roles needed + +### docker +- **Purpose**: Install the latest Docker version and configure the system +- **Variables**: `ubuntu_user` is the user to add to the `docker` group, in my case `vboxuser` +- **Handlers**: `restart docker` restarts the daemon +- **Dependencies**: no other roles required + +### app\_deploy +- **Purpose**: Pull and run the app +- **Variables in the role**: + - `default_port: 5000` is the listened port inside the container + - `default_restart_policy: unless-stopped` + - `default_environment_variables: '{}'` is the env. variables passed to the app +- **Variables in the vault** `group_vars/all.yml`: + - `dockerhub_username` is my username on DockerHub + - `dockerhub_password` is my PAT (by principle of least privilege, it grants read-only access only to public images) + - `app_name: devops-infoservice` is the container and image name (without my username) + - `docker_image: "{{ dockerhub_username }}/{{ app_name }}"` is the full image name on DockerHub + - `docker_image_tag: latest`, as required by the lab + - `app_port: 5000` is the port exposed on the VM + - `app_container_name: "{{ app_name }}"` is the container name +- **Handlers**: `restart container` restarts the container +- **Dependencies**: requires the `docker` role to run before it + +## 3. Idempotency Demonstration +### Terminal output from FIRST provision.yml run +See Task 2. +### Terminal output from SECOND provision.yml run +See Task 2. +### Analysis: What changed first time? What didn't change second time? +See Task 2. +### Explanation: What makes your roles idempotent? +I took care to specify the desired state of the machine instead of imperatively running the commands. +This way, Ansible can determine what it actually needs to run, and, of course, on the second run there will be nothing +to do. + +## 4. Ansible Vault Usage +### How you store credentials securely +I store them in the `group_vars/all.yml` vault (encrypted with a password). +### Vault password management strategy +The password is stored securely inside my head ;) +So unless you apply a soldering iron directly to the head, you will not extract it. +### Example of encrypted file (show it's encrypted!) +For example: +```sh +head -n 2 group_vars/all.yml +``` +Yields: +```text +$ANSIBLE_VAULT;1.1;AES256 +35666430376135623761373732656538383137656466336266366239303435363364353462323136 +``` +So this file is an unreadable Ansible vault that uses AES256 symmetric encryption. + +### Why Ansible Vault is important +Since I have to push the variable file to GitHub, I have to encrypt it so that nobody can see the credentials. + +## 5. Deployment Verification +See Task 3. + +## 6. Key Decisions +### Why use roles instead of plain playbooks? +See **Why roles instead of monolithic playbooks?** in **Architecture overview**. +### How do roles improve reusability? +When done correctly, a role acts like a module that does one specific task and does it well. +This allows engineers to paste the same role into new projects. + +### What makes a task idempotent? +When the task specifies what the system should be like by the end of the task, it can be re-run multiple times, but +runs after the first one will see that the system is already in the desired state and do nothing. + +### How do handlers improve efficiency? +Handlers only execute when a task has changed the system state, not always. That reduces overhead. + +### Why is Ansible Vault necessary? +See **Why Ansible Vault is important** in **Ansible Vault Usage**. + +## 7. Challenges (Optional) +### Issues encountered and solutions +- Running `apt update` only if the docker repo has been newly added. Tried handlers, but it turned out they only run + after all tasks have run (which really should have been clarified better in the lecture, IMHO). + diff --git a/ansible/docs/LAB06.md b/ansible/docs/LAB06.md new file mode 100644 index 0000000000..c5813c375b --- /dev/null +++ b/ansible/docs/LAB06.md @@ -0,0 +1,678 @@ +# Task 1 + +```sh +# Test provision with only docker +ansible-playbook playbooks/provision.yml --tags "docker" --ask-vault-pass +``` + +```text +PLAY [Provision web servers] *************************************************** + +TASK [Gathering Facts] ********************************************************* +ok: [devops-vm] + +TASK [docker : Add Docker repo] ************************************************ +ok: [devops-vm] + +TASK [docker : update apt cache] *********************************************** +skipping: [devops-vm] + +TASK [docker : Install Docker] ************************************************* +ok: [devops-vm] + +TASK [docker : Ensure Docker is running] *************************************** +ok: [devops-vm] + +TASK [docker : Add ubuntu user to docker group] ******************************** +ok: [devops-vm] + +PLAY RECAP ********************************************************************* +devops-vm : ok=5 changed=0 unreachable=0 failed=0 skipped=1 rescued=0 ignored=0 +``` + +```sh +# Skip common role +ansible-playbook playbooks/provision.yml --skip-tags "common" --ask-vault-pass +``` + +```text +PLAY [Provision web servers] *************************************************** + +TASK [Gathering Facts] ********************************************************* +ok: [devops-vm] + +TASK [docker : Add Docker repo] ************************************************ +ok: [devops-vm] + +TASK [docker : update apt cache] *********************************************** +skipping: [devops-vm] + +TASK [docker : Install Docker] ************************************************* +ok: [devops-vm] + +TASK [docker : Ensure Docker is running] *************************************** +ok: [devops-vm] + +TASK [docker : Add ubuntu user to docker group] ******************************** +ok: [devops-vm] + +PLAY RECAP ********************************************************************* +devops-vm : ok=5 changed=0 unreachable=0 failed=0 skipped=1 rescued=0 ignored=0 + +``` + +```sh +# Install packages only across all roles +ansible-playbook playbooks/provision.yml --tags "packages" --ask-vault-pass +``` + +```text +PLAY [Provision web servers] *************************************************** + +TASK [Gathering Facts] ********************************************************* +ok: [devops-vm] + +TASK [common : Update apt cache] *********************************************** +ok: [devops-vm] + +TASK [common : Install common packages] **************************************** +ok: [devops-vm] + +TASK [common : Log completion] ************************************************* +changed: [devops-vm] + +PLAY RECAP ********************************************************************* +devops-vm : ok=4 changed=1 unreachable=0 failed=0 skipped=0 rescued=0 ignored=0 + +``` + +```sh +# Check mode to see what would run +ansible-playbook playbooks/provision.yml --tags "docker" --check --ask-vault-pass +``` + +```text +PLAY [Provision web servers] *************************************************** + +TASK [Gathering Facts] ********************************************************* +ok: [devops-vm] + +TASK [docker : Add Docker repo] ************************************************ +ok: [devops-vm] + +TASK [docker : update apt cache] *********************************************** +skipping: [devops-vm] + +TASK [docker : Install Docker] ************************************************* +ok: [devops-vm] + +TASK [docker : Ensure Docker is running] *************************************** +ok: [devops-vm] + +TASK [docker : Add ubuntu user to docker group] ******************************** +ok: [devops-vm] + +PLAY RECAP ********************************************************************* +devops-vm : ok=5 changed=0 unreachable=0 failed=0 skipped=1 rescued=0 ignored=0 +``` + +```sh +# Run only docker installation tasks +ansible-playbook playbooks/provision.yml --tags "docker_install" --ask-vault-pass +``` + +```text +PLAY [Provision web servers] *************************************************** + +TASK [Gathering Facts] ********************************************************* +ok: [devops-vm] + +TASK [docker : Add Docker repo] ************************************************ +ok: [devops-vm] + +TASK [docker : update apt cache] *********************************************** +skipping: [devops-vm] + +TASK [docker : Install Docker] ************************************************* +ok: [devops-vm] + +TASK [docker : Ensure Docker is running] *************************************** +ok: [devops-vm] + +PLAY RECAP ********************************************************************* +devops-vm : ok=4 changed=0 unreachable=0 failed=0 skipped=1 rescued=0 ignored=0 +``` + +Note that in some invokations the "Log completion" task is always marked as "changed". This is the consequence of +logging `ansible-playbook` runs. The lab requires to log successful completion, so this is intentional. + +**Tags:** + +```sh +ansible-playbook playbooks/provision.yml --list-tags +``` + +```text +playbook: playbooks/provision.yml + + play #1 (webservers): Provision web servers TAGS: [] + TASK TAGS: [common, docker, docker_config, docker_install, packages] +``` + +# Task 2 + +The "docker" dependency is needed to ensure that the `web_app` role (that requires Docker to function) runs **after** +the `docker` role (which installs Docker). + +First run: + +```text +PLAY [Deploy application] ****************************************************** + +TASK [Gathering Facts] ********************************************************* +ok: [devops-vm] + +TASK [docker : Add Docker repo] ************************************************ +ok: [devops-vm] + +TASK [docker : update apt cache] *********************************************** +skipping: [devops-vm] + +TASK [docker : Install Docker] ************************************************* +ok: [devops-vm] + +TASK [docker : Ensure Docker is running] *************************************** +ok: [devops-vm] + +TASK [docker : Add ubuntu user to docker group] ******************************** +ok: [devops-vm] + +TASK [web_app : load vault] **************************************************** +ok: [devops-vm] + +TASK [web_app : DockerHub Login] *********************************************** +ok: [devops-vm] + +TASK [web_app : Create app directory] ****************************************** +ok: [devops-vm] + +TASK [web_app : Template docker-compose file] ********************************** +changed: [devops-vm] + +TASK [web_app : Deploy with docker-compose] ************************************ +[WARNING]: Docker compose: unknown None: /opt/devops-infoservice/docker-compose.yml: the attribute `version` is obsolete, it will be ignored, please remove it to avoid potential confusion +changed: [devops-vm] + +TASK [web_app : Wait for port] ************************************************* +ok: [devops-vm] + +TASK [web_app : Healthcheck] *************************************************** +ok: [devops-vm] + +PLAY RECAP ********************************************************************* +devops-vm : ok=12 changed=2 unreachable=0 failed=0 skipped=1 rescued=0 ignored=0 +``` +(2 changes) + +Second run: +```text +PLAY [Deploy application] ****************************************************** + +TASK [Gathering Facts] ********************************************************* +ok: [devops-vm] + +TASK [docker : Add Docker repo] ************************************************ +ok: [devops-vm] + +TASK [docker : update apt cache] *********************************************** +skipping: [devops-vm] + +TASK [docker : Install Docker] ************************************************* +ok: [devops-vm] + +TASK [docker : Ensure Docker is running] *************************************** +ok: [devops-vm] + +TASK [docker : Add ubuntu user to docker group] ******************************** +ok: [devops-vm] + +TASK [web_app : load vault] **************************************************** +ok: [devops-vm] + +TASK [web_app : DockerHub Login] *********************************************** +ok: [devops-vm] + +TASK [web_app : Create app directory] ****************************************** +ok: [devops-vm] + +TASK [web_app : Template docker-compose file] ********************************** +ok: [devops-vm] + +TASK [web_app : Deploy with docker-compose] ************************************ +[WARNING]: Docker compose: unknown None: /opt/devops-infoservice/docker-compose.yml: the attribute `version` is obsolete, it will be ignored, please remove it to avoid potential confusion +ok: [devops-vm] + +TASK [web_app : Wait for port] ************************************************* +ok: [devops-vm] + +TASK [web_app : Healthcheck] *************************************************** +ok: [devops-vm] + +PLAY RECAP ********************************************************************* +devops-vm : ok=12 changed=0 unreachable=0 failed=0 skipped=1 rescued=0 ignored=0 +``` +(0 changes) + +Evidence: +```sh +[timur@timur-croc ~/proj/DevOps-Core-Course/ansible]$ ssh vboxuser@127.0.0.1 -p 10022 +``` +```text +Welcome to Ubuntu 24.04.4 LTS (GNU/Linux 6.17.0-14-generic x86_64) + + * Documentation: https://help.ubuntu.com + * Management: https://landscape.canonical.com + * Support: https://ubuntu.com/pro + +Expanded Security Maintenance for Applications is not enabled. + +13 updates can be applied immediately. +To see these additional updates run: apt list --upgradable + +Enable ESM Apps to receive additional future security updates. +See https://ubuntu.com/esm or run: sudo pro status + +Last login: Tue Mar 3 11:12:13 2026 from 10.0.2.2 +``` +```sh +vboxuser@devops-vm:~$ docker ps +``` +```text +CONTAINER ID IMAGE COMMAND CREATED STATUS PORTS NAMES +eaa998499d91 timurusmanov/devops-infoservice:latest "gunicorn -b 0.0.0.0…" 4 minutes ago Up 4 minutes 0.0.0.0:5000->5000/tcp devops-infoservice +``` +```sh +vboxuser@devops-vm:~$ docker compose -f /opt/devops-infoservice/docker-compose.yml ps +``` +```text +WARN[0000] /opt/devops-infoservice/docker-compose.yml: the attribute `version` is obsolete , it will be ignored, please remove it to avoid potential confusion +NAME IMAGE COMMAND SERVICE CREATED STATUS PORTS +devops-infoservice timurusmanov/devops-infoservice:latest "gunicorn -b 0.0.0.0…" devops-infoservice 4 minutes ago Up 4 minutes 0.0.0.0:5000->5000/tcp +``` +```sh +vboxuser@devops-vm:~$ curl http://localhost:5000 +``` +(output given as it appeared in the terminal) +```text +{"endpoints":[{"description":"Service information","method":"GET","path":"/"},{"descriptio +n":"Health check","method":"GET","path":"/health"}],"request":{"client_ip":"172.18.0.1","m +ethod":"GET","path":"/","user_agent":"curl/8.5.0"},"runtime":{"current_time":"2026-03-03T1 +1:14:36.366+00:00","timezone":"UTC","uptime_human":"0 hours, 5 minutes","uptime_seconds":3 +00},"service":{"description":"DevOps course info service","framework":"Flask","name":"devo +ps-info-service","version":"1.0.0"},"system":{"architecture":"x86_64","cpu_count":2,"hostn +ame":"eaa998499d91","platform":"Linux","platform_version":"#14~24.04.1-Ubuntu SMP PREEMPT_ +DYNAMIC Thu Jan 15 15:52:10 UTC 2","python_version":"3.13.12"}} +vboxuser@devops-vm:~$ +``` + +Contents of `docker-compose.yml`: +```text +version: '3.8' + +services: + devops-infoservice: + image: timurusmanov/devops-infoservice:latest + container_name: devops-infoservice + ports: + - 0.0.0.0:5000:5000 + environment: {} + restart: unless-stopped +``` + +# Task 3 + +## Scenario 1 + +```sh +ansible-playbook playbooks/deploy.yml +``` +```text +PLAY [Deploy application] ****************************************************** + +TASK [Gathering Facts] ********************************************************* +ok: [devops-vm] + +TASK [docker : Add Docker repo] ************************************************ +ok: [devops-vm] + +TASK [docker : update apt cache] *********************************************** +skipping: [devops-vm] + +TASK [docker : Install Docker] ************************************************* +ok: [devops-vm] + +TASK [docker : Ensure Docker is running] *************************************** +ok: [devops-vm] + +TASK [docker : Add ubuntu user to docker group] ******************************** +ok: [devops-vm] + +TASK [web_app : Include wipe tasks] ******************************************** +included: /home/timur/proj/DevOps-Core-Course/ansible/roles/web_app/tasks/wipe.yml for devops-vm + +TASK [web_app : Stop and remove containers] ************************************ +skipping: [devops-vm] + +TASK [web_app : Remove docker-compose file and directory] ********************** +skipping: [devops-vm] + +TASK [web_app : Log wipe completion] ******************************************* +skipping: [devops-vm] + +TASK [web_app : load vault] **************************************************** +ok: [devops-vm] + +TASK [web_app : DockerHub Login] *********************************************** +ok: [devops-vm] + +TASK [web_app : Create app directory] ****************************************** +ok: [devops-vm] + +TASK [web_app : Template docker-compose file] ********************************** +ok: [devops-vm] + +TASK [web_app : Deploy with docker-compose] ************************************ +[WARNING]: Docker compose: unknown None: /opt/devops-infoservice/docker-compose.yml: the attribute `version` is obsolete, it will be ignored, please remove it to avoid potential confusion +ok: [devops-vm] + +TASK [web_app : Wait for port] ************************************************* +ok: [devops-vm] + +TASK [web_app : Healthcheck] *************************************************** +ok: [devops-vm] + +PLAY RECAP ********************************************************************* +devops-vm : ok=13 changed=0 unreachable=0 failed=0 skipped=4 rescued=0 ignored=0 +``` +All wiping tasks skipped, as expected. + +```sh +ssh vboxuser@127.0.0.1 -p 10022 docker ps +``` +```text +CONTAINER ID IMAGE COMMAND CREATED STATUS PORTS NAMES +eaa998499d91 timurusmanov/devops-infoservice:latest "gunicorn -b 0.0.0.0…" 4 hours ago Up 4 hours 0.0.0.0:5000->5000/tcp devops-infoservice +``` + +## Scenario 2 + +```sh +ansible-playbook playbooks/deploy.yml \ + -e "web_app_wipe=true" \ + --tags web_app_wipe +``` +```text +PLAY [Deploy application] ****************************************************** + +TASK [Gathering Facts] ********************************************************* +ok: [devops-vm] + +TASK [web_app : Load vault] **************************************************** +ok: [devops-vm] + +TASK [web_app : Include wipe tasks] ******************************************** +included: /home/timur/proj/DevOps-Core-Course/ansible/roles/web_app/tasks/wipe.yml for devops-vm + +TASK [web_app : Stop and remove containers] ************************************ +[WARNING]: Docker compose: unknown None: /opt/devops-infoservice/docker-compose.yml: the attribute `version` is obsolete, it will be ignored, please remove it to avoid potential confusion +changed: [devops-vm] + +TASK [web_app : Remove docker-compose file and directory] ********************** +changed: [devops-vm] + +TASK [web_app : Log wipe completion] ******************************************* +ok: [devops-vm] => { + "msg": "Application devops-infoservice wiped successfully" +} + +PLAY RECAP ********************************************************************* +devops-vm : ok=6 changed=2 unreachable=0 failed=0 skipped=0 rescued=0 ignored=0 +``` + +```sh +ssh vboxuser@127.0.0.1 -p 10022 docker ps +``` +```text +CONTAINER ID IMAGE COMMAND CREATED STATUS PORTS NAMES +``` +```sh +ssh vboxuser@127.0.0.1 -p 10022 ls /opt +``` +```text +containerd +VBoxGuestAdditions-7.2.6 +``` + +## Scenario 3 + +```sh +ansible-playbook playbooks/deploy.yml -e "web_app_wipe=true" +``` +```text +/usr/lib/python3.14/getpass.py:99: GetPassWarning: Can not control echo on the terminal. + passwd = fallback_getpass(prompt, stream) +Warning: Password input may be echoed. +Vault password: + +PLAY [Deploy application] ****************************************************** + +TASK [Gathering Facts] ********************************************************* +ok: [devops-vm] + +TASK [docker : Add Docker repo] ************************************************ +ok: [devops-vm] + +TASK [docker : update apt cache] *********************************************** +skipping: [devops-vm] + +TASK [docker : Install Docker] ************************************************* +ok: [devops-vm] + +TASK [docker : Ensure Docker is running] *************************************** +ok: [devops-vm] + +TASK [docker : Add ubuntu user to docker group] ******************************** +ok: [devops-vm] + +TASK [web_app : Load vault] **************************************************** +ok: [devops-vm] + +TASK [web_app : Include wipe tasks] ******************************************** +included: /home/timur/proj/DevOps-Core-Course/ansible/roles/web_app/tasks/wipe.yml for devops-vm + +TASK [web_app : load vault] **************************************************** +ok: [devops-vm] + +TASK [web_app : Stop and remove containers] ************************************ +[ERROR]: Task failed: Module failed: "/opt/devops-infoservice" is not a directory +Origin: /home/timur/proj/DevOps-Core-Course/ansible/roles/web_app/tasks/wipe.yml:6:7 + +4 - name: Wipe web application +5 block: +6 - name: Stop and remove containers + ^ column 7 + +fatal: [devops-vm]: FAILED! => {"changed": false, "msg": "\"/opt/devops-infoservice\" is not a directory"} +...ignoring + +TASK [web_app : Remove docker-compose file and directory] ********************** +ok: [devops-vm] + +TASK [web_app : Log wipe completion] ******************************************* +ok: [devops-vm] => { + "msg": "Application devops-infoservice wiped successfully" +} + +TASK [web_app : DockerHub Login] *********************************************** +ok: [devops-vm] + +TASK [web_app : Create app directory] ****************************************** +changed: [devops-vm] + +TASK [web_app : Template docker-compose file] ********************************** +changed: [devops-vm] + +TASK [web_app : Deploy with docker-compose] ************************************ +[WARNING]: Docker compose: unknown None: /opt/devops-infoservice/docker-compose.yml: the attribute `version` is obsolete, it will be ignored, please remove it to avoid potential confusion +changed: [devops-vm] + +TASK [web_app : Wait for port] ************************************************* +ok: [devops-vm] + +TASK [web_app : Healthcheck] *************************************************** +ok: [devops-vm] + +PLAY RECAP ********************************************************************* +devops-vm : ok=17 changed=3 unreachable=0 failed=0 skipped=1 rescued=0 ignored=1 +``` +Here, the task of removing the containers failed because the project has been wiped previously, but this is fine, so the +error is ignored. + +```sh +ssh vboxuser@127.0.0.1 -p 10022 "docker ps" +``` +```text +CONTAINER ID IMAGE COMMAND CREATED STATUS PORTS NAMES +53b905e53d5c timurusmanov/devops-infoservice:latest "gunicorn -b 0.0.0.0…" 2 minutes ago Up 2 minutes 0.0.0.0:5000->5000/tcp devops-infoservice +``` + +# Scenario 4 + +```sh +# 4a: Tag specified but variable false (when condition blocks it) +ansible-playbook playbooks/deploy.yml --tags web_app_wipe +# Result: wipe tasks skipped, deployment runs normally +``` +```text +PLAY [Deploy application] ****************************************************** + +TASK [Gathering Facts] ********************************************************* +ok: [devops-vm] + +TASK [web_app : Load vault] **************************************************** +ok: [devops-vm] + +TASK [web_app : Include wipe tasks] ******************************************** +included: /home/timur/proj/DevOps-Core-Course/ansible/roles/web_app/tasks/wipe.yml for devops-vm + +TASK [web_app : Stop and remove containers] ************************************ +skipping: [devops-vm] + +TASK [web_app : Remove docker-compose file and directory] ********************** +skipping: [devops-vm] + +TASK [web_app : Log wipe completion] ******************************************* +skipping: [devops-vm] + +PLAY RECAP ********************************************************************* +devops-vm : ok=3 changed=0 unreachable=0 failed=0 skipped=3 rescued=0 ignored=0 +``` +Indeed, wiping was skipped. + +```sh +# 4b: Variable true, deployment skipped (only wipe runs) +ansible-playbook playbooks/deploy.yml -e "web_app_wipe=true" --tags web_app_wipe +# Result: only wipe, no deployment +``` +```text +PLAY [Deploy application] ****************************************************** + +TASK [Gathering Facts] ********************************************************* +ok: [devops-vm] + +TASK [web_app : Load vault] **************************************************** +ok: [devops-vm] + +TASK [web_app : Include wipe tasks] ******************************************** +included: /home/timur/proj/DevOps-Core-Course/ansible/roles/web_app/tasks/wipe.yml for devops-vm + +TASK [web_app : Stop and remove containers] ************************************ +[WARNING]: Docker compose: unknown None: /opt/devops-infoservice/docker-compose.yml: the attribute `version` is obsolete, it will be ignored, please remove it to avoid potential confusion +changed: [devops-vm] + +TASK [web_app : Remove docker-compose file and directory] ********************** +changed: [devops-vm] + +TASK [web_app : Log wipe completion] ******************************************* +ok: [devops-vm] => { + "msg": "Application devops-infoservice wiped successfully" +} + +PLAY RECAP ********************************************************************* +devops-vm : ok=6 changed=2 unreachable=0 failed=0 skipped=0 rescued=0 ignored=0 +``` +App wiped. + +## Screenshot after clean install + +![Browser in vm](/ansible/docs/LAB06_Screenshot_app_in_vm.png) + +# Task 4 + +## Evidence + +### Screenshot of successful workflow run +![successful_workflow_run](/ansible/docs/LAB06_Screenshot_successful_workflow_run.png) +### Output logs showing ansible-lint passing +![ansible-lint_passing](/ansible/docs/LAB06_Screenshot_ansible-lint_passing.png) +### Output logs showing ansible-playbook execution +![ansible-playbook_exec](/ansible/docs/LAB06_Screenshot_ansible-playbook_exec.png) +### Verification step output showing app responding +![deployment_verification](/ansible/docs/LAB06_Screenshot_deployment_verification.png) +### Status badge in README showing passing +![passing_badge](/ansible/docs/LAB06_Screenshot_passing_badge.png) + +## Research + +### What are the security implications of storing SSH keys in GitHub Secrets? + +If I store the private key in GitHub Secrets and my profile gets compromised, the bad actors may log into the machines +that accept my private key. Also, GitHub administration may have access to all the secrets. + +That is why I do not store the keys there, and instead use a local VM. + +### How would you implement a staging → production deployment pipeline? + +With CI/CD on Github Actions: + +1. Deploy to a staging server with ansible in the `dev` branch (or a special `staging` branch) +2. If all is well, merge to `prod` branch, which would deploy to production. + +### What would you add to make rollbacks possible? + +I would use concrete versions instead of `latest` in `group_vars/all.yml`, and then we would simply need to push a +revert commit. + +### How does self-hosted runner improve security compared to GitHub-hosted? + +By principle of least privilege: we do not need to give away our keys and infrastructure information to third parties. +Self-hosted runners do not share any information, so the private information is less likely to be compromised with them. + +# Task 5 + +### Overview + +I deployed a toy application to a toy server by using production-grade professional tooling. + +Technologies: +- ansible, ansible-lint +- Docker (+compose) +- Oracle VirtualBox +- GitHub Actions + +### Every other required section & evidence + +I assume that all documentation should have been written at the stage when I reach task 5. However, I have been +fulfilling the documentation requirements throughout the lab, and the sections in this task only seem to refer to the +previously stated documentation requirements. Therefore, please, kindly refer to the previous 600 lines of this +document. diff --git a/ansible/docs/LAB06_Screenshot_ansible-lint_passing.png b/ansible/docs/LAB06_Screenshot_ansible-lint_passing.png new file mode 100644 index 0000000000..426bdb277a Binary files /dev/null and b/ansible/docs/LAB06_Screenshot_ansible-lint_passing.png differ diff --git a/ansible/docs/LAB06_Screenshot_ansible-playbook_exec.png b/ansible/docs/LAB06_Screenshot_ansible-playbook_exec.png new file mode 100644 index 0000000000..1635380416 Binary files /dev/null and b/ansible/docs/LAB06_Screenshot_ansible-playbook_exec.png differ diff --git a/ansible/docs/LAB06_Screenshot_app_in_vm.png b/ansible/docs/LAB06_Screenshot_app_in_vm.png new file mode 100644 index 0000000000..5fa86bdc40 Binary files /dev/null and b/ansible/docs/LAB06_Screenshot_app_in_vm.png differ diff --git a/ansible/docs/LAB06_Screenshot_deployment_verification.png b/ansible/docs/LAB06_Screenshot_deployment_verification.png new file mode 100644 index 0000000000..8e27eb0c10 Binary files /dev/null and b/ansible/docs/LAB06_Screenshot_deployment_verification.png differ diff --git a/ansible/docs/LAB06_Screenshot_passing_badge.png b/ansible/docs/LAB06_Screenshot_passing_badge.png new file mode 100644 index 0000000000..61397fe3e5 Binary files /dev/null and b/ansible/docs/LAB06_Screenshot_passing_badge.png differ diff --git a/ansible/docs/LAB06_Screenshot_successful_workflow_run.png b/ansible/docs/LAB06_Screenshot_successful_workflow_run.png new file mode 100644 index 0000000000..3953819aa1 Binary files /dev/null and b/ansible/docs/LAB06_Screenshot_successful_workflow_run.png differ diff --git a/ansible/group_vars/all.yml b/ansible/group_vars/all.yml new file mode 100644 index 0000000000..3fec329b87 --- /dev/null +++ b/ansible/group_vars/all.yml @@ -0,0 +1,17 @@ +--- +dockerhub_username: timurusmanov +dockerhub_password: !vault | + $ANSIBLE_VAULT;1.1;AES256 + 38633834386561613630303439353562303338306334353166653965653335333263383966643930 + 3633346163343963623737646666393461306638383461360a336431356230306536626239333066 + 36633732373961653162323132666164373731666130346335306439383031336333653632343234 + 6539616536623663330a383333626434343934616361376531313435323462303964383532376566 + 38643132656339333438633264623932346661356637376666313565663266613237353033356635 + 6334356236306138643930366535663332366436653232313665 + +app_name: devops-infoservice +docker_image: "{{ dockerhub_username }}/{{ app_name }}" +docker_image_tag: latest +app_host: 0.0.0.0 +app_port: 5000 +app_container_name: "{{ app_name }}" diff --git a/ansible/inventory/hosts-runner.ini b/ansible/inventory/hosts-runner.ini new file mode 100644 index 0000000000..58e297acda --- /dev/null +++ b/ansible/inventory/hosts-runner.ini @@ -0,0 +1,2 @@ +[webservers] +devops-vm ansible_host=127.0.0.1 ansible_user=vboxuser diff --git a/ansible/inventory/hosts.ini b/ansible/inventory/hosts.ini new file mode 100644 index 0000000000..918c0757ff --- /dev/null +++ b/ansible/inventory/hosts.ini @@ -0,0 +1,2 @@ +[webservers] +devops-vm ansible_host=127.0.0.1 ansible_port=10022 ansible_user=vboxuser diff --git a/ansible/playbooks/deploy.yml b/ansible/playbooks/deploy.yml new file mode 100644 index 0000000000..95174b9e0e --- /dev/null +++ b/ansible/playbooks/deploy.yml @@ -0,0 +1,7 @@ +--- +- name: Deploy application + hosts: webservers + become: true + + roles: + - web_app diff --git a/ansible/playbooks/provision.yml b/ansible/playbooks/provision.yml new file mode 100644 index 0000000000..a2173bfa9c --- /dev/null +++ b/ansible/playbooks/provision.yml @@ -0,0 +1,9 @@ +- name: Provision web servers + hosts: webservers + become: true + + roles: + - role: common + tags: + - common + - docker diff --git a/ansible/roles/common/defaults/main.yml b/ansible/roles/common/defaults/main.yml new file mode 100644 index 0000000000..16b22d978b --- /dev/null +++ b/ansible/roles/common/defaults/main.yml @@ -0,0 +1,8 @@ +--- +common_packages: + - python3-pip + - curl + - git + - vim + - htop + - gpg diff --git a/ansible/roles/common/tasks/main.yml b/ansible/roles/common/tasks/main.yml new file mode 100644 index 0000000000..f27c207303 --- /dev/null +++ b/ansible/roles/common/tasks/main.yml @@ -0,0 +1,28 @@ +- name: Install required apt packages + tags: + - packages + block: + - name: Update apt cache + ansible.builtin.apt: + update_cache: true + cache_valid_time: 3600 + + - name: Install common packages + ansible.builtin.apt: + name: "{{ common_packages }}" + state: present + rescue: + - name: Fix apt + ansible.builtin.apt: + state: fixed + always: + - name: Log completion + ansible.builtin.file: + path: /tmp/ansible-packages-complete + state: touch + mode: '644' + +- name: Set timezone to UTC + community.general.timezone: + name: Etc/UTC + hwclock: UTC diff --git a/ansible/roles/docker/defaults/main.yml b/ansible/roles/docker/defaults/main.yml new file mode 100644 index 0000000000..8fb62a69dc --- /dev/null +++ b/ansible/roles/docker/defaults/main.yml @@ -0,0 +1,2 @@ +--- +docker_ubuntu_user: vboxuser diff --git a/ansible/roles/docker/handlers/main.yml b/ansible/roles/docker/handlers/main.yml new file mode 100644 index 0000000000..07aa0eb290 --- /dev/null +++ b/ansible/roles/docker/handlers/main.yml @@ -0,0 +1,5 @@ +--- +- name: Restart docker + ansible.builtin.service: + name: docker + state: restarted diff --git a/ansible/roles/docker/tasks/main.yml b/ansible/roles/docker/tasks/main.yml new file mode 100644 index 0000000000..103c071659 --- /dev/null +++ b/ansible/roles/docker/tasks/main.yml @@ -0,0 +1,53 @@ +- name: Install Docker + tags: + - docker_install + - docker + block: + - name: Add Docker repo + ansible.builtin.deb822_repository: + check_date: true + check_valid_until: true + name: docker + uris: https://download.docker.com/linux/ubuntu + suites: '{{ ansible_facts["distribution_release"] }}' + components: stable + signed_by: https://download.docker.com/linux/ubuntu/gpg + register: docker_repo_added + retries: 4 + delay: 10 + until: docker_repo_added is not failed + + - name: Update apt cache + when: docker_repo_added is changed + ansible.builtin.apt: + update_cache: true + + - name: Install Docker + ansible.builtin.apt: + name: + - docker-ce + - docker-ce-cli + - containerd.io + - python3-docker + state: present + rescue: + - name: Retry updating apt cache + ansible.builtin.apt: + update_cache: true + always: + - name: Ensure Docker is running + ansible.builtin.service: + name: docker.service + enabled: true + state: started + +- name: Configure Docker user + tags: + - docker_config + - docker + block: + - name: Add ubuntu user to docker group + ansible.builtin.user: + name: '{{ docker_ubuntu_user }}' + groups: docker + append: true diff --git a/ansible/roles/web_app/defaults/main.yml b/ansible/roles/web_app/defaults/main.yml new file mode 100644 index 0000000000..923a5353b8 --- /dev/null +++ b/ansible/roles/web_app/defaults/main.yml @@ -0,0 +1,7 @@ +--- +web_app_default_port: 5000 +web_app_default_restart_policy: unless-stopped +web_app_default_environment_variables: '{}' +web_app_compose_project_dir: "/opt/{{ app_name }}" +web_app_docker_compose_version: "'3.8'" +web_app_wipe: false diff --git a/ansible/roles/web_app/handlers/main.yml b/ansible/roles/web_app/handlers/main.yml new file mode 100644 index 0000000000..c9aef1b0d4 --- /dev/null +++ b/ansible/roles/web_app/handlers/main.yml @@ -0,0 +1,6 @@ +--- +- name: Restart container + community.docker.docker_compose_v2: + pull: always + project_src: '{{ web_app_compose_project_dir }}' + state: restarted diff --git a/ansible/roles/web_app/meta/main.yml b/ansible/roles/web_app/meta/main.yml new file mode 100644 index 0000000000..6ad37f8159 --- /dev/null +++ b/ansible/roles/web_app/meta/main.yml @@ -0,0 +1,2 @@ +dependencies: + - role: docker diff --git a/ansible/roles/web_app/tasks/main.yml b/ansible/roles/web_app/tasks/main.yml new file mode 100644 index 0000000000..511b4a016b --- /dev/null +++ b/ansible/roles/web_app/tasks/main.yml @@ -0,0 +1,68 @@ +--- +- name: Load vault + ansible.builtin.include_vars: '../../group_vars/all.yml' + tags: + - web_app_wipe + +- name: Include wipe tasks + ansible.builtin.include_tasks: wipe.yml + tags: + - web_app_wipe + +- name: DockerHub Login + community.docker.docker_login: + username: '{{ dockerhub_username }}' + password: '{{ dockerhub_password }}' + no_log: true + tags: + - app_deploy + - compose + +- name: Deploy application with Docker Compose + tags: + - app_deploy + - compose + + block: + - name: Create app directory + ansible.builtin.file: + path: '{{ web_app_compose_project_dir }}' + state: directory + mode: '755' + + - name: Template docker-compose file + ansible.builtin.template: + src: docker-compose.yml.j2 + dest: '{{ web_app_compose_project_dir }}/docker-compose.yml' + mode: '644' + + - name: Deploy with docker-compose + community.docker.docker_compose_v2: + pull: always + project_src: '{{ web_app_compose_project_dir }}' + state: present + + rescue: + - name: Log failure + ansible.builtin.debug: + msg: "Docker Compose FAILED! Shutting down" + + # - name: Handle deployment failure + # community.docker.docker_compose_v2: + # project_src: '{{ compose_project_dir }}' + # state: absent + +- name: Wait for port + ansible.builtin.wait_for: + port: '{{ app_port }}' + tags: + - app_deploy + - compose + +- name: Healthcheck + ansible.builtin.uri: + url: 'http://localhost:{{ app_port }}/health' + status_code: 200 + tags: + - app_deploy + - compose diff --git a/ansible/roles/web_app/tasks/wipe.yml b/ansible/roles/web_app/tasks/wipe.yml new file mode 100644 index 0000000000..c2f635ab49 --- /dev/null +++ b/ansible/roles/web_app/tasks/wipe.yml @@ -0,0 +1,22 @@ +- name: Load vault + ansible.builtin.include_vars: '../group_vars/all.yml' + +- name: Wipe web application + when: web_app_wipe | bool + tags: + - web_app_wipe + block: + - name: Stop and remove containers + community.docker.docker_compose_v2: + project_src: '{{ web_app_compose_project_dir }}' + state: absent + failed_when: false + + - name: Remove docker-compose file and directory + ansible.builtin.file: + path: '{{ web_app_compose_project_dir }}' + state: absent + + - name: Log wipe completion + ansible.builtin.debug: + msg: "Application {{ app_name }} wiped successfully" diff --git a/ansible/roles/web_app/templates/docker-compose.yml.j2 b/ansible/roles/web_app/templates/docker-compose.yml.j2 new file mode 100644 index 0000000000..9403bf12b6 --- /dev/null +++ b/ansible/roles/web_app/templates/docker-compose.yml.j2 @@ -0,0 +1,10 @@ +version: {{ web_app_docker_compose_version }} + +services: + {{ app_name }}: + image: {{ docker_image }}:{{ docker_image_tag }} + container_name: {{ app_name }} + ports: + - {{ app_host }}:{{ app_port }}:{{ web_app_default_port }} + environment: {{ web_app_default_environment_variables }} + restart: {{ web_app_default_restart_policy }} diff --git a/app_python/.dockerignore b/app_python/.dockerignore new file mode 100644 index 0000000000..9b36f61d19 --- /dev/null +++ b/app_python/.dockerignore @@ -0,0 +1,8 @@ +**/__pycache__ +**/*.pyc +venv +docs +README.md +tests +.gitignore +.dockerignore diff --git a/app_python/.gitignore b/app_python/.gitignore new file mode 100644 index 0000000000..ba1db0ed69 --- /dev/null +++ b/app_python/.gitignore @@ -0,0 +1,12 @@ +# Python +__pycache__/ +*.py[cod] +venv/ +*.log + +# IDE +.vscode/ +.idea/ + +# OS +.DS_Store diff --git a/app_python/Dockerfile b/app_python/Dockerfile new file mode 100644 index 0000000000..a70562329b --- /dev/null +++ b/app_python/Dockerfile @@ -0,0 +1,17 @@ +FROM python:3.13-alpine +RUN adduser -D -H -h /app -u 2000 infoservice infoservice +RUN mkdir /app /venv /data +RUN chown infoservice:infoservice /venv /app /data +WORKDIR /app +COPY docker-entrypoint.sh / +RUN python -m venv /venv +ENV PATH="/venv/bin:$PATH" +ENV VIRTUAL_ENV="/venv" + +COPY --chown=infoservice:infoservice requirements.txt . +RUN pip install -r requirements.txt + +COPY --chown=infoservice:infoservice app.py . +EXPOSE 5000 +ENTRYPOINT ["/docker-entrypoint.sh"] +CMD ["-b", "0.0.0.0:5000", "-e", "DEBUG=true", "app:app"] diff --git a/app_python/README.md b/app_python/README.md new file mode 100644 index 0000000000..342ffaa49f --- /dev/null +++ b/app_python/README.md @@ -0,0 +1,110 @@ +[![CI for metrics app](https://github.com/Error10556/DevOps-Core-Course/actions/workflows/python-ci.yml/badge.svg?branch=lab03)](https://github.com/Error10556/DevOps-Core-Course/actions/workflows/python-ci.yml) + +# DevOps Info Service +## Overview + +This app is an educational project that reports system information. + +## Prerequisites + +To successfully install this app, you will need the following programs: +- Python 3.11+ +- pip + +During installation, the following modules will be acquired automatically as app dependencies: +- Flask 3.1.0 +- gunicorn + +## Installation (Linux) + +While in the same directory as this README file, execute the following: + +```bash +python -m venv venv +source venv/bin/activate +pip install -r requirements.txt +``` + +## Running the Application + +### With `gunicorn` + +It is best to run Flask application through an external manager program, in this case, `gunicorn`: + +```bash +gunicorn -b 127.0.0.1:5000 -e DEBUG=true app:app +``` + +The `DEBUG` flag allows the app to log web requests. Do not specify this flag to disable request logging: + +```bash +gunicorn -b 127.0.0.1:5000 app:app +``` + +Note that environment variables `HOST` and `PORT` are ignored if the app is run with `gunicorn`. + +### Directly + +With request logging: + +```bash +DEBUG=true python app.py +``` + +Without request logging: + +```bash +python app.py +``` + +## API Endpoints + +- `GET /` - Service and system information +- `GET /health` - Health check + +## Configuration + +| Name | Default value | Meaning | `gunicorn` behavior | +| --- | --- | --- | --- | +| `HOST` | `0.0.0.0` | On which interface to accept connections. Set to `127.0.0.1` to disallow outside connections. | Ignored | +| `PORT` | 5000 | To which port to bind. When connecting to the server, specify this port. | Ignored | +| `DEBUG` | `false` | If `true`, log web requests to console. | Used | + +## Docker + +To obtain the Docker image of this app, pull it from DockerHub or build it locally. + +### Building locally + +Execute something along the lines of: + +```bash +cd app_python +docker build -t . +``` + +### Pulling from DockerHub + +Execute this command: + +```bash +docker pull timurusmanov/devops-infoservice +``` + +In the next section, refer to the image as `timurusmanov/devops-infoservice`. + +### Running + +Here is a template for the command you need to execute: + +```bash +docker run <-it|-d> --name infoservice -p <127.0.0.1|0.0.0.0>::5000 -v :/data +``` + +- Choose `-it` if you want the program to output logs to your terminal and you want to be able to terminate the + execution with a `Ctrl-C`. Choose `-d` if you want it to run in the background; in this case, terminate the program + with `docker stop infoservice`. +- Choose `127.0.0.1` if you do **not** want to expose the API endpoints to the network. Choose `0.0.0.0` if you do. +- For the `port`, choose `80` for the default HTTP port, or any other value. +- The `docker image` is going to be whatever you tagged it as in the `docker build` command or + `timurusmanov/devops-infoservice` if you pulled the image. diff --git a/app_python/app.py b/app_python/app.py new file mode 100644 index 0000000000..1eb4db77ab --- /dev/null +++ b/app_python/app.py @@ -0,0 +1,226 @@ +""" +DevOps Info Service +Main application module +""" +import json +from threading import Lock +from flask import Flask, Response, jsonify, request +from datetime import datetime, timezone +import logging +import os +import platform +import socket +from prometheus_client import Counter, Histogram, Gauge, generate_latest + + +class VisitCounter: + lock: Lock + visit_count: int + FILENAME: str = '/data/visits' + + def __init__(self): + try: + with open(VisitCounter.FILENAME) as f: + self.visit_count = int(f.readline()) + except (FileNotFoundError, ValueError): + self.visit_count = 0 + self.lock = Lock() + + def inc(self) -> None: + with self.lock: + self.visit_count = self.visit_count + 1 + with open(VisitCounter.FILENAME, 'w') as f: + _ = f.write(str(self.visit_count)) + + +HOST = os.getenv('HOST', '0.0.0.0') +PORT = int(os.getenv('PORT', 5000)) +DEBUG = os.getenv('DEBUG', 'False').lower() == 'true' +visit_counter = VisitCounter() + + +class PrometheusStats: + http_requests_total: Counter + http_request_duration_seconds: Histogram + http_requests_in_progress: Gauge + system_info_duration_seconds: Histogram + + def __init__(self): + self.http_requests_total = Counter( + 'http_requests_total', + 'Total HTTP requests', + ['method', 'endpoint', 'status'] + ) + self.http_request_duration_seconds = Histogram( + 'http_request_duration_seconds', + 'HTTP request duration', + ['method', 'endpoint'] + ) + self.http_requests_in_progress = Gauge( + 'http_requests_in_progress', + 'HTTP requests currently being processed' + ) + self.system_info_duration_seconds = Histogram( + 'system_info_duration_seconds', + 'System stats collection time' + ) + + +prometheus = PrometheusStats() + + +class JSONFormatter(logging.Formatter): + def __init__(self): + super().__init__() + + def format(self, record: logging.LogRecord) -> str: + rec = { + "timestamp": datetime.now().isoformat(), + "level": record.levelname, + "message": record.getMessage(), + } + if "http" in record.__dict__: + rec["http"] = record.http + return json.dumps(rec) + + +logger = logging.Logger(__name__, logging.INFO if not DEBUG else logging.DEBUG) +stderrhandler = logging.StreamHandler() +logger.addHandler(stderrhandler) +stderrhandler.setFormatter(JSONFormatter()) +app: Flask = Flask(__name__) + + +def get_system_info() -> dict[str, str | int | None]: + """Collect system information.""" + return { + 'hostname': socket.gethostname(), + 'platform': platform.system(), + 'platform_version': platform.version(), + 'architecture': platform.machine(), + 'cpu_count': os.cpu_count(), + 'python_version': platform.python_version() + } + + +def get_uptime() -> dict[str, int | str | None]: + def word_plural(number: int) -> str: + """Used for grammar when composing human-readable uptime (uptime_human)""" + return 's' if number != 1 else '' + + now = datetime.now(timezone.utc) + delta = now - START_TIME + seconds = int(delta.total_seconds()) + hours = seconds // 3600 + minutes = (seconds % 3600) // 60 + loctime = now.astimezone() + tzinfo = loctime.tzinfo + if tzinfo is not None: + tzinfo = str(tzinfo) + return { + 'uptime_seconds': seconds, + 'uptime_human': f"{hours} hour{word_plural(hours)}, " + + f"{minutes} minute{word_plural(minutes)}", + 'current_time': loctime.isoformat(timespec='milliseconds'), + 'timezone': tzinfo, + } + + +def get_request_info() -> dict[str, str | None]: + return { + "client_ip": request.remote_addr, + "user_agent": request.headers.get('User-Agent'), + "method": request.method, + "path": request.path, + } + + +def get_http_extra_info(): + return { + "http": { + "location": request.path, + "method": request.method, + "ip": request.remote_addr, + } + } + + +@app.route('/') +@prometheus.http_request_duration_seconds.labels('GET', '/').time() +@prometheus.http_requests_in_progress.track_inprogress() +def index(): + """Main endpoint - service and system information.""" + visit_counter.inc() + logger.debug(f'Request: {request.method} {request.path}', extra=get_http_extra_info()) + with prometheus.system_info_duration_seconds.time(): + response = { + 'service': { + 'name': 'devops-info-service', + 'version': '1.0.0', + 'description': 'DevOps course info service', + 'framework': 'Flask' + }, + 'system': get_system_info(), + 'runtime': get_uptime(), + 'request': get_request_info(), + 'endpoints': [ + {"path": "/", "method": "GET", "description": "Service information"}, + {"path": "/health", "method": "GET", "description": "Health check"} + ] + } + return jsonify(response) + + +@app.route('/health') +@prometheus.http_request_duration_seconds.labels('GET', '/health').time() +@prometheus.http_requests_in_progress.track_inprogress() +def health(): + logger.debug(f'Request: {request.method} {request.path}', extra=get_http_extra_info()) + return jsonify({ + 'status': 'healthy', + 'timestamp': datetime.now(timezone.utc).isoformat(), + 'uptime_seconds': get_uptime()['uptime_seconds'] + }) + + +@app.route('/metrics') +@prometheus.http_request_duration_seconds.labels('GET', '/metrics').time() +@prometheus.http_requests_in_progress.track_inprogress() +def metrics(): + return Response(response=generate_latest(), status=200, content_type='text/plain') + + +@app.route('/visits') +def get_visits(): + return jsonify({'visits': visit_counter.visit_count}) + + +@app.errorhandler(404) +def notfound_handler(e): + logger.info('A 404 Not Found error occured', extra=get_http_extra_info()) + return jsonify({ + 'error': 'Not Found', + 'message': 'Endpoint does not exist' + }), 404 + + +@app.errorhandler(500) +def internal_error(e): + logger.error('Internal Server Error 500', extra=get_http_extra_info()) + return jsonify({ + 'error': 'Internal Server Error', + 'message': 'An unexpected error occurred' + }), 500 + + +@app.after_request +def after_request(response: Response): + prometheus.http_requests_total.labels(request.method, request.path, + str(response.status_code)).inc() + return response + + +START_TIME = datetime.now(timezone.utc) +logger.info('Application starting... Configured with log level=%s', 'DEBUG' if DEBUG else 'INFO') +if __name__ == '__main__': + app.run(host=HOST, port=PORT, debug=DEBUG) diff --git a/app_python/docker-entrypoint.sh b/app_python/docker-entrypoint.sh new file mode 100755 index 0000000000..d8a3e28be6 --- /dev/null +++ b/app_python/docker-entrypoint.sh @@ -0,0 +1,8 @@ +#!/bin/sh + +if [ $(whoami) = root ]; then + chown infoservice:infoservice /data + exec su infoservice -s /docker-entrypoint.sh -- "$@" +fi + +exec gunicorn "$@" diff --git a/app_python/docs/LAB01.md b/app_python/docs/LAB01.md new file mode 100644 index 0000000000..260c55a7a6 --- /dev/null +++ b/app_python/docs/LAB01.md @@ -0,0 +1,169 @@ +## Framework selection + +For this project, I chose the Flask web framework because: +1. I am most familiar with it; +2. its simplicity will help me to complete labs quickly in the future :) + +| Framework | Asynchronous | Complex Features | Learning Curve | Verdict | +| --- | --- | --- | --- | --- | +| Flask | NO | ORM, authentication, caching | Easy to learn | Fit for our purposes | +| FastAPI | YES | Strongly typed models, automatic API documentation, WebSocket support | Steep | Too much setup for unused features | +| Django | YES | Robust ORM, extensive libraries (e.g., authentication, admin), scalable architecture | Steep | Overkill for small projects | + +## Best Practices Applied +- Typed functions: + ```python + def get_system_info() -> dict[str, str | int | None]: + def get_uptime() -> dict[str, int | str | None]: + def word_plural(number: int) -> str: + def get_request_info() -> dict[str, str | None]: + ``` + This helps not forget what the functions expect as arguments and what output they return. Also, some LSPs (like my + favorite, `pyright`) offer type checking when this is done. +- Docstrings: + ```python + def word_plural(number: int) -> str: + """Used for grammar when composing human-readable uptime (uptime_human)""" + ``` + Increases maintainability. Also, my IDE shows docstrings in tooltips, which is helpful. + +## API Documentation +### Request/response examples +See next subsection (**Testing commands**). + +### Testing commands + +Index: +```sh +curl http://localhost:5000/ 2>/dev/null | jq +``` +Response: +```json +{ + "endpoints": [ + { + "description": "Service information", + "method": "GET", + "path": "/" + }, + { + "description": "Health check", + "method": "GET", + "path": "/health" + } + ], + "request": { + "client_ip": "127.0.0.1", + "method": "GET", + "path": "/", + "user_agent": "curl/8.18.0" + }, + "runtime": { + "current_time": "2026-01-26T15:56:22.043+03:00", + "timezone": "MSK", + "uptime_human": "0 hours, 2 minutes", + "uptime_seconds": 160 + }, + "service": { + "description": "DevOps course info service", + "framework": "Flask", + "name": "devops-info-service", + "version": "1.0.0" + }, + "system": { + "architecture": "x86_64", + "cpu_count": 16, + "hostname": "timur-ficus", + "platform": "Linux", + "platform_version": "#1 SMP PREEMPT_DYNAMIC Sun, 18 Jan 2026 00:34:07 +0000", + "python_version": "3.14.2" + } +} +``` + +Health: +```sh +curl http:///localhost:5000/health 2>/dev/null | jq +``` +Response: +```json +{ + "status": "healthy", + "timestamp": "2026-01-26T12:57:30.745116+00:00", + "uptime_seconds": 229 +} +``` + +## Testing Evidence + +### Screenshots showing endpoints work + +Main endpoint: + +![Main endpoint](/app_python/docs/screenshots/01-main-endpoint.png) + +Health check: + +![Health check](/app_python/docs/screenshots/02-health-check.png) + +Formatted output: + +![Formatted output](/app_python/docs/screenshots/03-formatted-output.png) + +### Terminal output +See section **API Documentation**, subsection **Testing commands**. + +## Challenges & Solutions + +When programming the endpoints, I encountered the problem of formatting `datetime` objects and converting between +timezones. But it was easy to find a solution on Stack Overflow: +[Stack Overflow](https://stackoverflow.com/questions/2720319/python-figure-out-local-timezone). + +I am familiar with writing small apps on Flask, so this framework did not present any challenges. + +## GitHub Community + +### Why Stars Matter + +**Discovery & Bookmarking:** +- Stars help you bookmark interesting projects for later reference +- Star count indicates project popularity and community trust +- Starred repos appear in your GitHub profile, showing your interests + +**Open Source Signal:** +- Stars encourage maintainers (shows appreciation) +- High star count attracts more contributors +- Helps projects gain visibility in GitHub search and recommendations + +**Professional Context:** +- Shows you follow best practices and quality projects +- Indicates awareness of industry tools and trends + +### Why Following Matters + +**Networking:** +- See what other developers are working on +- Discover new projects through their activity +- Build professional connections beyond the classroom + +**Learning:** +- Learn from others' code and commits +- See how experienced developers solve problems +- Get inspiration for your own projects + +**Collaboration:** +- Stay updated on classmates' work +- Easier to find team members for future projects +- Build a supportive learning community + +**Career Growth:** +- Follow thought leaders in your technology stack +- See trending projects in real-time +- Build visibility in the developer community + +**GitHub Best Practices:** +- Star repos you find useful (not spam) +- Follow developers whose work interests you +- Engage meaningfully with the community +- Your GitHub activity shows employers your interests and involvement + diff --git a/app_python/docs/LAB02.md b/app_python/docs/LAB02.md new file mode 100644 index 0000000000..b3a143ab60 --- /dev/null +++ b/app_python/docs/LAB02.md @@ -0,0 +1,325 @@ +# Task 2 Documentation + +```bash +docker push timurusmanov/devops-infoservice:1.0.0 +``` +```text +The push refers to repository [docker.io/timurusmanov/devops-infoservice] +428e79dab196: Layer already exists +2a7b67ba353c: Layer already exists +5a2f163a57ac: Layer already exists +a3d8a971987a: Layer already exists +5f70bf18a086: Layer already exists +043c867b6612: Layer already exists +d5735eb4c1e6: Layer already exists +c7b3bf7038e3: Layer already exists +d51d80a9b06a: Layer already exists +4a462158ec6c: Layer already exists +9826379ec12d: Layer already exists +f69ebdfdccef: Layer already exists +989e799e6349: Layer already exists +1.0.0: digest: sha256:bd6a94a3b845c6049a6ee88dec6765960a7969e2b30e42477e07c1f44cd1a2a1 size: 3028 +``` + +Here is the pushed image: +[hub.docker.com/repository/docker/timurusmanov/devops-infoservice](https://hub.docker.com/repository/docker/timurusmanov/devops-infoservice) + +I used semantic versioning to add the version to the tag. + +# Documentation + +## Docker best practices applied + +- Non-root container, because in this way a compromised continer would not be such a threat. +```dockerfile +RUN addgroup -S infoservice +RUN adduser -S infoservice +#... +USER infoservice +#... +``` +- Layer caching (moving frequently changing COPY directives to the end), because that saves build time. +```dockerfile +# Setting up environment first (never changes) +RUN addgroup -S infoservice +RUN adduser -S infoservice +#... +RUN python -m venv /venv +ENV PATH="/venv/bin:$PATH" +ENV VIRTUAL_ENV="/venv" +#... + +# Dependenies next (they rarely change) +COPY --chown=infoservice:infoservice requirements.txt . +RUN pip install -r requirements.txt + +# App code last (changes always) +COPY --chown=infoservice:infoservice app.py . +#... +``` +- Using .dockerignore to reduce build context size and ensure nothing sensitive leaks into the image +```dockerignore +**/__pycache__ +**/*.pyc +venv +docs +README.md +tests +.gitignore +.dockerignore +``` +(did not specify `.git` here because it is not present in this directory) +- Never `COPY`ing directories, even with a .dockerignore, for additional control and security +```dockerfile +#... +COPY --chown=infoservice:infoservice requirements.txt . +#... +COPY --chown=infoservice:infoservice app.py . +#... +``` +- Using a lightweight container to save system resources +```bash +docker image inspect python:3.13-slim python:3.13-alpine | jq '.[] | .Size' +``` +Gives: +```text +117556646 +45196349 +``` +So I used the Alpine-based image. + +## Image Information & Decisions + +I chose the `python:3.13-alpine` lightweight base image (see justification just above). The python version (3.13) was +chosen arbitrarily out of versions since 3.11. + +Image size: +```bash +docker image inspect timurusmanov/devops-infoservice:latest | jq '.[0].Size' +``` +Gave: +```text +62580512 +``` +Which is 63MB. Pretty good. + +| Layer | Layer-generating command | Explanation | +|-------|-----------------------------------------------------------|------------------------------------------------| +| 1 | `FROM python:3.13-alpine` | Base | +| 2 | `RUN addgroup -S infoservice` | Modifies `/etc/group` | +| 3 | `RUN adduser -S infoservice` | Modifies `/etc/passwd` | +| 4 | `RUN mkdir /app /venv` | Adds roots for the app and package environment | +| 5 | `RUN chown infoservice:infoservice /venv /app` | Adds permissions | +| 6 | `RUN python -m venv /venv` | Populates `/venv` | +| 7 | `COPY --chown=infoservice:infoservice requirements.txt .` | `requirement.txt` appears | +| 8 | `RUN pip install -r requirements.txt` | Populates `/venv/{lib,bin}` | +| 9 | `COPY --chown=infoservice:infoservice app.py .` | Populates `/app` | + +To optimize, I tried to sequence several RUN commands into one, but with Alpine's shell, that is not always possible. +So I created `/app` and `/venv` in one RUN. + +## Build & Run Process + +Here is the output of the build command: +```bash +docker build --no-cache -t app_python . 2>log.txt +``` +```text +#0 building with "default" instance using docker driver + +#1 [internal] load build definition from Dockerfile +#1 transferring dockerfile: 524B done +#1 DONE 0.0s + +#2 [internal] load metadata for docker.io/library/python:3.13-alpine +#2 DONE 0.0s + +#3 [internal] load .dockerignore +#3 transferring context: 115B done +#3 DONE 0.0s + +#4 [ 1/10] FROM docker.io/library/python:3.13-alpine +#4 CACHED + +#5 [internal] load build context +#5 transferring context: 63B done +#5 DONE 0.0s + +#6 [ 2/10] RUN addgroup -S infoservice +#6 DONE 0.2s + +#7 [ 3/10] RUN adduser -S infoservice +#7 DONE 0.3s + +#8 [ 4/10] RUN mkdir /app /venv +#8 DONE 0.2s + +#9 [ 5/10] RUN chown infoservice:infoservice /venv /app +#9 DONE 0.3s + +#10 [ 6/10] WORKDIR /app +#10 DONE 0.0s + +#11 [ 7/10] RUN python -m venv /venv +#11 DONE 5.8s + +#12 [ 8/10] COPY --chown=infoservice:infoservice requirements.txt . +#12 DONE 0.1s + +#13 [ 9/10] RUN pip install -r requirements.txt +#13 2.158 Collecting Flask==3.1.0 (from -r requirements.txt (line 1)) +#13 2.592 Downloading flask-3.1.0-py3-none-any.whl.metadata (2.7 kB) +#13 2.816 Collecting gunicorn==24.0.0 (from -r requirements.txt (line 2)) +#13 2.921 Downloading gunicorn-24.0.0-py3-none-any.whl.metadata (4.5 kB) +#13 3.154 Collecting Werkzeug>=3.1 (from Flask==3.1.0->-r requirements.txt (line 1)) +#13 3.269 Downloading werkzeug-3.1.5-py3-none-any.whl.metadata (4.0 kB) +#13 3.456 Collecting Jinja2>=3.1.2 (from Flask==3.1.0->-r requirements.txt (line 1)) +#13 3.614 Downloading jinja2-3.1.6-py3-none-any.whl.metadata (2.9 kB) +#13 3.775 Collecting itsdangerous>=2.2 (from Flask==3.1.0->-r requirements.txt (line 1)) +#13 3.882 Downloading itsdangerous-2.2.0-py3-none-any.whl.metadata (1.9 kB) +#13 4.063 Collecting click>=8.1.3 (from Flask==3.1.0->-r requirements.txt (line 1)) +#13 4.241 Downloading click-8.3.1-py3-none-any.whl.metadata (2.6 kB) +#13 4.467 Collecting blinker>=1.9 (from Flask==3.1.0->-r requirements.txt (line 1)) +#13 4.659 Downloading blinker-1.9.0-py3-none-any.whl.metadata (1.6 kB) +#13 4.896 Collecting packaging (from gunicorn==24.0.0->-r requirements.txt (line 2)) +#13 5.038 Downloading packaging-26.0-py3-none-any.whl.metadata (3.3 kB) +#13 5.491 Collecting MarkupSafe>=2.0 (from Jinja2>=3.1.2->Flask==3.1.0->-r requirements.txt (line 1)) +#13 5.703 Downloading markupsafe-3.0.3-cp313-cp313-musllinux_1_2_x86_64.whl.metadata (2.7 kB) +#13 5.914 Downloading flask-3.1.0-py3-none-any.whl (102 kB) +#13 6.436 Downloading gunicorn-24.0.0-py3-none-any.whl (110 kB) +#13 6.828 Downloading blinker-1.9.0-py3-none-any.whl (8.5 kB) +#13 6.946 Downloading click-8.3.1-py3-none-any.whl (108 kB) +#13 7.270 Downloading itsdangerous-2.2.0-py3-none-any.whl (16 kB) +#13 7.401 Downloading jinja2-3.1.6-py3-none-any.whl (134 kB) +#13 7.880 Downloading markupsafe-3.0.3-cp313-cp313-musllinux_1_2_x86_64.whl (23 kB) +#13 8.053 Downloading werkzeug-3.1.5-py3-none-any.whl (225 kB) +#13 8.991 Downloading packaging-26.0-py3-none-any.whl (74 kB) +#13 9.342 Installing collected packages: packaging, MarkupSafe, itsdangerous, click, blinker, Werkzeug, Jinja2, gunicorn, Flask +#13 10.29 +#13 10.30 Successfully installed Flask-3.1.0 Jinja2-3.1.6 MarkupSafe-3.0.3 Werkzeug-3.1.5 blinker-1.9.0 click-8.3.1 gunicorn-24.0.0 itsdangerous-2.2.0 packaging-26.0 +#13 10.88 +#13 10.88 [notice] A new release of pip is available: 25.3 -> 26.0 +#13 10.88 [notice] To update, run: pip install --upgrade pip +#13 DONE 11.0s + +#14 [10/10] COPY --chown=infoservice:infoservice app.py . +#14 DONE 0.0s + +#15 exporting to image +#15 exporting layers +#15 exporting layers 0.5s done +#15 writing image sha256:4cc4359b540ed65b2cec7a1ff75e345e4a809b0399039940cba7a295ae4f758c done +#15 naming to docker.io/library/app_python done +#15 DONE 0.5s +``` + +When the container is started and sent a request: +```bash +docker run -it -p 127.0.0.1:5000:5000 timurusmanov/devops-infoservice:latest +``` +It outputs the following: +```text +[2026-02-03 17:00:46 +0000] [1] [INFO] Starting gunicorn 24.0.0 +[2026-02-03 17:00:46 +0000] [1] [INFO] Listening at: http://0.0.0.0:5000 (1) +[2026-02-03 17:00:46 +0000] [1] [INFO] Using worker: sync +[2026-02-03 17:00:46 +0000] [7] [INFO] Booting worker with pid: 7 +2026-02-03 17:00:46,993 - app - INFO - Application starting... +2026-02-03 17:00:53,509 - app - DEBUG - Request: GET / +``` + +Here is the output of `curl`: +```bash +curl localhost:5000 +``` +```json +{"endpoints":[{"description":"Service information","method":"GET","path":"/"},{"description":"Health check","method":"GET","path":"/health"}],"request":{"client_ip":"172.17.0.1","method":"GET","path":"/","user_agent":"curl/8.18.0"},"runtime":{"current_time":"2026-02-03T17:00:53.510+00:00","timezone":"UTC","uptime_human":"0 hours, 0 minutes","uptime_seconds":6},"service":{"description":"DevOps course info service","framework":"Flask","name":"devops-info-service","version":"1.0.0"},"system":{"architecture":"x86_64","cpu_count":16,"hostname":"cd9e6a6b50d2","platform":"Linux","platform_version":"#1 SMP PREEMPT_DYNAMIC Sat, 24 Jan 2026 00:47:39 +0000","python_version":"3.13.11"}} +``` + +Same request, but pretty-printed: +```bash +curl localhost:5000 | jq +``` +```json +{ + "endpoints": [ + { + "description": "Service information", + "method": "GET", + "path": "/" + }, + { + "description": "Health check", + "method": "GET", + "path": "/health" + } + ], + "request": { + "client_ip": "172.17.0.1", + "method": "GET", + "path": "/", + "user_agent": "curl/8.18.0" + }, + "runtime": { + "current_time": "2026-02-03T17:07:36.813+00:00", + "timezone": "UTC", + "uptime_human": "0 hours, 0 minutes", + "uptime_seconds": 5 + }, + "service": { + "description": "DevOps course info service", + "framework": "Flask", + "name": "devops-info-service", + "version": "1.0.0" + }, + "system": { + "architecture": "x86_64", + "cpu_count": 16, + "hostname": "1cabcbe9032c", + "platform": "Linux", + "platform_version": "#1 SMP PREEMPT_DYNAMIC Sat, 24 Jan 2026 00:47:39 +0000", + "python_version": "3.13.11" + } +} +``` + +Check it out: [hub.docker.com/repository/docker/timurusmanov/devops-infoservice](https://hub.docker.com/repository/docker/timurusmanov/devops-infoservice) + +## Technical Analysis + +### Why does your Dockerfile work the way it does? + +Because this is how the image builder interprets it. + +I have a vague idea of how the builder works, so I wrote the Dockerfile with that in mind. + +No idea what you want from me. + +### What would happen if you changed the layer order? + +If I move user initialization to the end of the file, or the directory initialization after the directories are used, +or similar, then the image would not build. + +If I change the order of layers listed in the **Image Information & Decisions** table, then the average build time would +increase. + +Otherwise, nothing would really change. + +### What security considerations did you implement? + +- Non-root user +- `.dockerfile` ignoring some files + +### How does .dockerignore improve your build? + +- Increases build time by not sending irrelevant files to the build context +- Makes sure I do not accidentally include some irrelevant files in the image. + +It does not hide any secrets at the moment. + +## Challenges & Solutions + +Issue: Alpine images do not support `useradd`, `groupadd`, and chaining other built-in commands. + +Solution: the Internet suggested `adduser` and `addgroup`; I gave up trying to chain commands. + +Learned: to use Alpine's `busybox`. diff --git a/app_python/docs/LAB03.md b/app_python/docs/LAB03.md new file mode 100644 index 0000000000..159fa6ee86 --- /dev/null +++ b/app_python/docs/LAB03.md @@ -0,0 +1,121 @@ +# Task 1 + +## Testing framework + +I chose `pytest` for its simplicity. + +## Test structure + +I created 3 files in the `tests` directory: (omitting `__init__.py`) + +```text +tests +├── test_404.py # for handling disallowed URLs +├── test_health.py # for the /health endpoint +└── test_index.py # for the / endpoint +``` + +Each of these files contains functions that use `assert`s to test the app with `app.test_client()`. + +## How to test locally + +1. Install and activate a virtual environment with all dependencies in `requirements-dev.txt` and `requirements.txt`: +```sh +python -m venv venv +. venv/bin/activate +pip install -r requirements-dev.txt -r requirements.txt +``` +2. Run `pytest` in the `app_python` directory while having the virtual environment active: +```sh +pytest +``` + +## Passing tests output + +```text +============================= test session starts ============================== +platform linux -- Python 3.14.2, pytest-9.0.0, pluggy-1.6.0 +rootdir: /home/timur/proj/DevOps-Core-Course/app_python +collected 3 items + +tests/test_404.py . [ 33%] +tests/test_health.py . [ 66%] +tests/test_index.py . [100%] + +============================== 3 passed in 0.16s =============================== +``` + +# Task 2 + +## Workflow trigger strategy and reasoning + +I run: +- the CI job on every push, so that we always know if the program is OK or not; +- the docker build also on every push (so that we know if it fails), but only if tests have passed; +- the docker push after every successful build, but only if this is a tagged commit (for semantic versioning). + +Note that this workflow remains correct if I decide to tag a commit that is not a tip of a branch. + +The downside is that if the tagged commit is the tip of the current branch, then tests and build run twice; I do not +know if there is a way to fix that. + +## Action choice justification + +All actions that I used (listed below) are mentioned in the lecture. + +- actions/checkout@v4 +- actions/setup-python@v5 +- docker/login-action@v3 +- docker/metadata-action@v5 +- docker/build-push-action@v6 + +## Docker tagging strategy + +I chose SemVer because we are developing a service that other applications are supposed to depend on. It will be helpful +to know when a breaking change occurs. + +## Link to workflow run + +This run pushed to Docker Hub: + +[github.com/Error10556/DevOps-Core-Course/actions/runs/21909811285](https://github.com/Error10556/DevOps-Core-Course/actions/runs/21909811285) + +## Green checkmark + +All the checkmarks: + +![Screenshot of a successful GitHub Actions view](/app_python/docs/screenshots/Lab3-green-checkmark.png) + +# Task 3 + +## Add badge + +See `app_python/README.md`. + +## Caching implementation + +We compare 2 jobs: + +- CI with caching: + [github.com/Error10556/DevOps-Core-Course/actions/runs/21910845044/job/63263997026](https://github.com/Error10556/DevOps-Core-Course/actions/runs/21910845044/job/63263997026) +- CI without caching: + [github.com/Error10556/DevOps-Core-Course/actions/runs/21910713353/job/63263515554](https://github.com/Error10556/DevOps-Core-Course/actions/runs/21910713353/job/63263515554) + +Results are surprising: without caching, the job took 10 seconds, but with caching, it took 11 seconds. + +This is a negative improvement (-10%). Still an improvement, though. Just negative. + +In all seriousness, the 1s difference could just be a measurement error, and these jobs took roughly the same time +because there are very few dependencies to install. + +## Snyk + +Snyk has difficulties with issuing tokens. + +## More best practices + +It was revealed to me in a dream that one of the most important security precautions to implement is not vibe-coding +your way through university. However, this is just not feasible with tasks like these. The AI-generated labs are poorly +reviewed for workload; as much as I wanted to learn the subject and take all that the course has to offer, I have to +prioritize actual learning above tasks like "Oh, by the way, do like these three other tasks on your own, independently, +because the course team can't be bothered to teach you. This is mandatory, by the way. OK? Thanks". diff --git a/app_python/docs/LAB04.md b/app_python/docs/LAB04.md new file mode 100644 index 0000000000..8cecb9fd8d --- /dev/null +++ b/app_python/docs/LAB04.md @@ -0,0 +1,61 @@ +# Lab 4 + +For this lab, I chose to use a local VM installation. I prefer that to using third-party services. + +## Task 1 + +I elected to manually create a VM running Ubuntu 24 LTS with Oracle VirtualBox. + +1. I downloaded the official Ubuntu 24.04 LTS image from [ubuntu.com](https://ubuntu.com/). +2. I configured the VM as shown in the screenshots below: + + ![Hardware](/app_python/docs/screenshots/Lab4-vhardware.png) + + ![Virtual disk](/app_python/docs/screenshots/Lab4-vdisk.png) + +3. I ran the **unattended installation**. It reported an error at the end, but upon reboot, the system was installed + correctly. + + ![Login screen](/app_python/docs/screenshots/Lab4-loginscreen.png) + +4. Then I configured a shared folder to share my SSH key from the host machine to the guest one. + + ![Shared folder options window](/app_python/docs/screenshots/Lab4-sharedfolder.png) + +5. I configured port forwarding from host:`10022` to guest:`22`. + + ![Port forwarding window](/app_python/docs/screenshots/Lab4-portforward.png) + +6. Finally, I installed `ssh` on the guest VM and added my public key to `~/.ssh/authorized_keys`. + +```sh +cat ~/Desktop/fwd/mypubkey >> ~/.ssh/authorized_keys +``` + No need to manage permissions, they were OK when I installed SSH. + + I could login to the VM with `ssh -p 10022 vboxuser@localhost`: + + ![SSH](/app_python/docs/screenshots/Lab4-sshlogin.png) + + +## Task 3 + +#### Setup documentation + +- **Virtualization software**: Oracle VirtualBox 7.2.6 +- **Guest OS**: Ubuntu 24.04 LTS +- **Virtual Hardware**: + +| **Property** | **Value** | +| --- | --- | +| Storage space | 24 GB | +| RAM Volume | 4 GB | +| CPU Cores | 4 | + +- **Port forwarding**: + +| **Host Address** | **Guest Address** | +| --- | --- | +| 127.0.0.1:10022 | 0.0.0.0:22 | + +- **Guest Software**: OpenSSH 9.6p1 Ubuntu-3ubuntu13.14, OpenSSL 3.0.13 30 Jan 2024 diff --git a/app_python/docs/screenshots/01-main-endpoint.png b/app_python/docs/screenshots/01-main-endpoint.png new file mode 100644 index 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0000000000..e3d464e11b Binary files /dev/null and b/app_python/docs/screenshots/Lab4-vdisk.png differ diff --git a/app_python/docs/screenshots/Lab4-vhardware.png b/app_python/docs/screenshots/Lab4-vhardware.png new file mode 100644 index 0000000000..568ef70230 Binary files /dev/null and b/app_python/docs/screenshots/Lab4-vhardware.png differ diff --git a/app_python/requirements-dev.txt b/app_python/requirements-dev.txt new file mode 100644 index 0000000000..dd9710ab3a --- /dev/null +++ b/app_python/requirements-dev.txt @@ -0,0 +1,2 @@ +pytest==9.0.0 +flake8==7.3.0 diff --git a/app_python/requirements.txt b/app_python/requirements.txt new file mode 100644 index 0000000000..ad21365013 --- /dev/null +++ b/app_python/requirements.txt @@ -0,0 +1,3 @@ +Flask==3.1.0 +gunicorn==24.0.0 +prometheus-client==0.23.1 diff --git a/app_python/tests/__init__.py b/app_python/tests/__init__.py new file mode 100644 index 0000000000..e69de29bb2 diff --git a/app_python/tests/test_404.py b/app_python/tests/test_404.py new file mode 100644 index 0000000000..a46dbf9e9d --- /dev/null +++ b/app_python/tests/test_404.py @@ -0,0 +1,16 @@ +import flask +import app + + +def test_404(): + def assert_404(resp: flask.TestResponse, codes: set[int] | None = None): + if codes is None: + assert resp.status_code == 404 + else: + assert resp.status_code in codes + + app.app.testing = True + with app.app.test_client() as client: + assert_404(client.get('/health/')) + assert_404(client.get('/sdjc39042/sdcs/dcewcmscd/')) + assert_404(client.get('/../../../../../../../etc/shadow'), {403, 404}) diff --git a/app_python/tests/test_health.py b/app_python/tests/test_health.py new file mode 100644 index 0000000000..6d4ed4f91d --- /dev/null +++ b/app_python/tests/test_health.py @@ -0,0 +1,17 @@ +import app +import re + + +def test_health(): + app.app.testing = True + with app.app.test_client() as client: + for _ in range(3): + response = client.get('/health') + assert response.status_code == 200 + assert response.is_json + d = response.json + assert isinstance(d, dict) + assert set(d.keys()) == {"status", "timestamp", "uptime_seconds"} + assert d['status'] == 'healthy' + assert isinstance(d['timestamp'], str) + assert isinstance(d['uptime_seconds'], int) diff --git a/app_python/tests/test_index.py b/app_python/tests/test_index.py new file mode 100644 index 0000000000..67aded1975 --- /dev/null +++ b/app_python/tests/test_index.py @@ -0,0 +1,118 @@ +import app +import re +import unittest.mock + + +""" +{ + "endpoints": [ + { + "description": "Service information", + "method": "GET", + "path": "/" + }, + { + "description": "Health check", + "method": "GET", + "path": "/health" + } + ], + "request": { + "client_ip": "127.0.0.1", + "method": "GET", + "path": "/", + "user_agent": "curl/8.18.0" + }, + "runtime": { + "current_time": "2026-01-26T15:56:22.043+03:00", + "timezone": "MSK", + "uptime_human": "0 hours, 2 minutes", + "uptime_seconds": 160 + }, + "service": { + "description": "DevOps course info service", + "framework": "Flask", + "name": "devops-info-service", + "version": "1.0.0" + }, + "system": { + "architecture": "x86_64", + "cpu_count": 16, + "hostname": "timur-ficus", + "platform": "Linux", + "platform_version": "#1 SMP PREEMPT_DYNAMIC Sun, 18 Jan 2026 00:34:07 +0000", + "python_version": "3.14.2" + } +} +""" + + +def validate_endpoints(endpts): + assert isinstance(endpts, list) + assert len(endpts) >= 2 + assert all(isinstance(i, dict) for i in endpts) + assert all(set(i.keys()).issuperset({"description", "method", "path"}) for i in endpts) + locmethod = {i['path']: i['method'] for i in endpts} + assert '/' in locmethod + assert '/health' in locmethod + assert locmethod['/'] == 'GET' + assert locmethod['/health'] == 'GET' + + +def validate_request(req): + assert isinstance(req, dict) + assert set(req.keys()) == {"client_ip", "method", "path", "user_agent"} + assert all(isinstance(i, str) for i in req.values()) + assert req['method'] == 'GET' + assert req['path'] == '/' + + +def validate_runtime(rt): + assert isinstance(rt, dict) + assert set(rt.keys()) == {"current_time", "timezone", "uptime_human", "uptime_seconds"} + assert re.fullmatch(r'\d\d\d\d-\d\d-\d\dT\d\d:\d\d:\d\d\.\d\d\d((\+|-)\d\d:\d\d)?', rt['current_time']) + assert isinstance(rt['timezone'], str) + assert isinstance(rt['uptime_human'], str) + assert isinstance(rt['uptime_seconds'], int) + assert rt['uptime_seconds'] >= 0 + + +def validate_service(desc): + assert isinstance(desc, dict) + assert set(desc.keys()) == {"description", "framework", "name", "version"} + assert all(isinstance(v, str) for v in desc.values()) + + +def validate_system(sysinfo): + assert isinstance(sysinfo, dict) + assert set(sysinfo.keys()) == { + "architecture", + "cpu_count", + "hostname", + "platform", + "platform_version", + "python_version" + } + assert all((isinstance(v, str)) ^ (k == 'cpu_count') for k, v in sysinfo.items()) + assert isinstance(sysinfo['cpu_count'], int) + assert sysinfo['cpu_count'] > 0 + + +def test_index(): + old = app.visit_counter + app.visit_counter = unittest.mock.MagicMock(app.visit_counter) + app.app.testing = True + with app.app.test_client() as client: + for _ in range(3): + response = client.get('/') + assert response.status_code == 200 + assert response.is_json + d = response.json + assert isinstance(d, dict) + assert set(d.keys()) == {"endpoints", "request", "runtime", "service", "system"} + validate_endpoints(d["endpoints"]) + validate_request(d["request"]) + validate_runtime(d["runtime"]) + validate_service(d["service"]) + validate_system(d["system"]) + app.visit_counter = old diff --git a/cloudflare-worker/WORKERS.md b/cloudflare-worker/WORKERS.md new file mode 100644 index 0000000000..411270d46f --- /dev/null +++ b/cloudflare-worker/WORKERS.md @@ -0,0 +1,86 @@ +# Deployment Summary +### Worker URL +https://lab17.error10556.workers.dev + +### Main routes +- `/` - the main endpoint, increments counter +- `/counter` - returns `{"count": }` +- `/health` - returns `{"status": "ok"}` +- `/edge` - returns information about the Cloudflare deployment used for this request + +### Configuration used +I added the `APP_NAME` env. variable (`lab17`) and the `KV` key-value storage binding. This allows to keep the `count` +persistent. + +# Evidence +### Screenshot of Cloudflare dashboard +![Dashboard](/cloudflare-worker/screenshots/dashboard.png) + +### Example `/edge` JSON response +```bash +curl https://lab17.error10556.workers.dev/edge | jq +``` +```json +{ + "colo": "ARN", + "country": "FI", + "city": "Helsinki", + "asn": 56971, + "httpProtocol": "HTTP/2", + "tlsVersion": "TLSv1.3" +} +``` +It shows a Finnish location because my proxy is located there. + +### Example log or metrics screenshot +![Metrics](/cloudflare-worker/screenshots/metrics.png) + +Logs in **Observability**: +![Logs](/cloudflare-worker/screenshots/logs.png) + +# Kubernetes vs Cloudflare Workers Comparison + +| Aspect | Kubernetes | Cloudflare Workers | +|--------|------------|--------------------| +| Setup complexity | Very difficult | Easy | +| Deployment speed | Depends on network & hardware | Fast | +| Global distribution | No | Automatic | +| Cost (for small apps) | Usually overpriced | Free | +| State/persistence model | Persistent Volume Claims, StatefulSets | KV storage | +| Control/flexibility | Great | Can be insufficient | +| Best use case | Large deployments | Small projects | + +# When to Use Each +### Scenarios favoring Kubernetes +- Large deployments +- Powerful dedicated clusters +- Large professional teams +- Systems of containers + +### Scenarios favoring Workers +- Need for global deployment +- TypeScript, JavaScript, Python projects +- Simple apps + +### Your recommendation +If I had to choose between the two, I would go with Kubernetes. + +Sure, Kubernetes is often overrated by system administrators. Many projects actually don't need that level of +complexity, and are better off deploying with docker-compose. + +But still, Cloudflare workers are a bit too dependent on the Cloudflare infrastructure and ecosystem. This is especially +apparent in Russia. + +So I choose digital freedom (k8s). + +# Reflection +### What felt easier than Kubernetes? +Literally every step was easier for Workers, except maybe setting up `minikube`, which was very easy. No need to learn +arbitrary config schemas and package everything in containers. + +### What felt more constrained? +Kubernetes gives more freedom in what kind of program we are actually running. K8s allows to deploy any container and +set them up in any way we need, whereas Workers makes you follow its project structure. + +### What changed because Workers is not a Docker host? +Cannot deploy arbitrary containers. diff --git a/cloudflare-worker/edge-api/.editorconfig b/cloudflare-worker/edge-api/.editorconfig new file mode 100644 index 0000000000..a727df347a --- /dev/null +++ b/cloudflare-worker/edge-api/.editorconfig @@ -0,0 +1,12 @@ +# http://editorconfig.org +root = true + +[*] +indent_style = tab +end_of_line = lf +charset = utf-8 +trim_trailing_whitespace = true +insert_final_newline = true + +[*.yml] +indent_style = space diff --git a/cloudflare-worker/edge-api/.gitignore b/cloudflare-worker/edge-api/.gitignore new file mode 100644 index 0000000000..4138168d75 --- /dev/null +++ b/cloudflare-worker/edge-api/.gitignore @@ -0,0 +1,167 @@ +# Logs + +logs +_.log +npm-debug.log_ +yarn-debug.log* +yarn-error.log* +lerna-debug.log* +.pnpm-debug.log* + +# Diagnostic reports (https://nodejs.org/api/report.html) + +report.[0-9]_.[0-9]_.[0-9]_.[0-9]_.json + +# Runtime data + +pids +_.pid +_.seed +\*.pid.lock + +# Directory for instrumented libs generated by jscoverage/JSCover + +lib-cov + +# Coverage directory used by tools like istanbul + +coverage +\*.lcov + +# nyc test coverage + +.nyc_output + +# Grunt intermediate storage (https://gruntjs.com/creating-plugins#storing-task-files) + +.grunt + +# Bower dependency directory (https://bower.io/) + +bower_components + +# node-waf configuration + +.lock-wscript + +# Compiled binary addons (https://nodejs.org/api/addons.html) + +build/Release + +# Dependency directories + +node_modules/ +jspm_packages/ + +# Snowpack dependency directory (https://snowpack.dev/) + +web_modules/ + +# TypeScript cache + +\*.tsbuildinfo + +# Optional npm cache directory + +.npm + +# Optional eslint cache + +.eslintcache + +# Optional stylelint cache + +.stylelintcache + +# Microbundle cache + +.rpt2_cache/ +.rts2_cache_cjs/ +.rts2_cache_es/ +.rts2_cache_umd/ + +# Optional REPL history + +.node_repl_history + +# Output of 'npm pack' + +\*.tgz + +# Yarn Integrity file + +.yarn-integrity + +# parcel-bundler cache (https://parceljs.org/) + +.cache +.parcel-cache + +# Next.js build output + +.next +out + +# Nuxt.js build / generate output + +.nuxt +dist + +# Gatsby files + +.cache/ + +# Comment in the public line in if your project uses Gatsby and not Next.js + +# https://nextjs.org/blog/next-9-1#public-directory-support + +# public + +# vuepress build output + +.vuepress/dist + +# vuepress v2.x temp and cache directory + +.temp +.cache + +# Docusaurus cache and generated files + +.docusaurus + +# Serverless directories + +.serverless/ + +# FuseBox cache + +.fusebox/ + +# DynamoDB Local files + +.dynamodb/ + +# TernJS port file + +.tern-port + +# Stores VSCode versions used for testing VSCode extensions + +.vscode-test + +# yarn v2 + +.yarn/cache +.yarn/unplugged +.yarn/build-state.yml +.yarn/install-state.gz +.pnp.\* + +# wrangler project + +.dev.vars* +!.dev.vars.example +.env* +!.env.example +.wrangler/ diff --git a/cloudflare-worker/edge-api/.prettierrc b/cloudflare-worker/edge-api/.prettierrc new file mode 100644 index 0000000000..5c7b5d3c7a --- /dev/null +++ b/cloudflare-worker/edge-api/.prettierrc @@ -0,0 +1,6 @@ +{ + "printWidth": 140, + "singleQuote": true, + "semi": true, + "useTabs": true +} diff --git a/cloudflare-worker/edge-api/.vscode/settings.json b/cloudflare-worker/edge-api/.vscode/settings.json new file mode 100644 index 0000000000..0126e59b82 --- /dev/null +++ b/cloudflare-worker/edge-api/.vscode/settings.json @@ -0,0 +1,5 @@ +{ + "files.associations": { + "wrangler.json": "jsonc" + } +} \ No newline at end of file diff --git a/cloudflare-worker/edge-api/package-lock.json b/cloudflare-worker/edge-api/package-lock.json new file mode 100644 index 0000000000..7adee25cf0 --- /dev/null +++ b/cloudflare-worker/edge-api/package-lock.json @@ -0,0 +1,2913 @@ +{ + "name": 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a/cloudflare-worker/edge-api/src/index.ts b/cloudflare-worker/edge-api/src/index.ts new file mode 100644 index 0000000000..1672f1df66 --- /dev/null +++ b/cloudflare-worker/edge-api/src/index.ts @@ -0,0 +1,65 @@ +/** + * Welcome to Cloudflare Workers! This is your first worker. + * + * - Run `npm run dev` in your terminal to start a development server + * - Open a browser tab at http://localhost:8787/ to see your worker in action + * - Run `npm run deploy` to publish your worker + * + * Bind resources to your worker in `wrangler.jsonc`. After adding bindings, a type definition for the + * `Env` object can be regenerated with `npm run cf-typegen`. + * + * Learn more at https://developers.cloudflare.com/workers/ + */ + +async function get_counter(env: Env): Promise { + const count = await env.KV.get("counter"); + if (count === null) { + return 0; + } + return Number.parseInt(count); +} + +async function inc_counter(env: Env): Promise { + const count = await get_counter(env); + await env.KV.put("counter", (count + 1).toString()); +} + +export default { + async fetch(request: Request, env: Env): Promise { + const url = new URL(request.url); + console.log("path", url.pathname, "colo", request.cf?.colo); + + if (url.pathname === "/health") { + return Response.json({ status: "ok" }); + } + + if (url.pathname === "/") { + await inc_counter(env); + return Response.json({ + app: env.APP_NAME, + message: "Hello from Cloudflare Workers", + timestamp: new Date().toISOString(), + }); + } + + if (url.pathname === "/counter") { + return Response.json({ + count: await get_counter(env) + }); + } + + if (url.pathname === "/edge") { + return Response.json({ + colo: request.cf?.colo, + country: request.cf?.country, + city: request.cf?.city, + asn: request.cf?.asn, + httpProtocol: request.cf?.httpProtocol, + tlsVersion: request.cf?.tlsVersion, + }); + } + + + return new Response("Not Found", { status: 404 }); + }, +}; diff --git a/cloudflare-worker/edge-api/tsconfig.json b/cloudflare-worker/edge-api/tsconfig.json new file mode 100644 index 0000000000..8c98cdbece --- /dev/null +++ b/cloudflare-worker/edge-api/tsconfig.json @@ -0,0 +1,46 @@ +{ + "compilerOptions": { + /* Visit https://aka.ms/tsconfig.json to read more about this file */ + + /* Set the JavaScript language version for emitted JavaScript and include compatible library declarations. */ + "target": "es2024", + /* Specify a set of bundled library declaration files that describe the target runtime environment. */ + "lib": ["es2024"], + /* Specify what JSX code is generated. */ + "jsx": "react-jsx", + + /* Specify what module code is generated. */ + "module": "es2022", + /* Specify how TypeScript looks up a file from a given module specifier. */ + "moduleResolution": "Bundler", + /* Enable importing .json files */ + "resolveJsonModule": true, + + /* Allow JavaScript files to be a part of your program. Use the `checkJS` option to get errors from these files. */ + "allowJs": true, + /* Enable error reporting in type-checked JavaScript files. */ + "checkJs": false, + + /* Disable emitting files from a compilation. */ + "noEmit": true, + + /* Ensure that each file can be safely transpiled without relying on other imports. */ + "isolatedModules": true, + /* Allow 'import x from y' when a module doesn't have a default export. */ + "allowSyntheticDefaultImports": true, + /* Ensure that casing is correct in imports. */ + "forceConsistentCasingInFileNames": true, + + /* Enable all strict type-checking options. */ + "strict": true, + + /* Skip type checking all .d.ts files. */ + "skipLibCheck": true, + "types": [ + "./worker-configuration.d.ts", + "node" + ] + }, + "exclude": ["test"], + "include": ["worker-configuration.d.ts", "src/**/*.ts"] +} diff --git a/cloudflare-worker/edge-api/vitest.config.mts b/cloudflare-worker/edge-api/vitest.config.mts new file mode 100644 index 0000000000..7ccad75efa --- /dev/null +++ b/cloudflare-worker/edge-api/vitest.config.mts @@ -0,0 +1,11 @@ +import { defineWorkersConfig } from "@cloudflare/vitest-pool-workers/config"; + +export default defineWorkersConfig({ + test: { + poolOptions: { + workers: { + wrangler: { configPath: "./wrangler.jsonc" }, + }, + }, + }, +}); diff --git a/cloudflare-worker/edge-api/worker-configuration.d.ts b/cloudflare-worker/edge-api/worker-configuration.d.ts new file mode 100644 index 0000000000..33fabadc5a --- /dev/null +++ b/cloudflare-worker/edge-api/worker-configuration.d.ts @@ -0,0 +1,13558 @@ +/* eslint-disable */ +// Generated by Wrangler by running `wrangler types` (hash: 2f1a7b23bd5a1cfd68001967281277f9) +// Runtime types generated with workerd@1.20260507.1 2026-05-09 nodejs_compat +declare namespace Cloudflare { + interface GlobalProps { + mainModule: typeof import("./src/index"); + } + interface Env { + KV: KVNamespace; + APP_NAME: "lab17"; + } +} +interface Env extends Cloudflare.Env {} +type StringifyValues> = { + [Binding in keyof EnvType]: EnvType[Binding] extends string ? EnvType[Binding] : string; +}; +declare namespace NodeJS { + interface ProcessEnv extends StringifyValues> {} +} + +// Begin runtime types +/*! ***************************************************************************** +Copyright (c) Cloudflare. All rights reserved. +Copyright (c) Microsoft Corporation. All rights reserved. + +Licensed 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 +THIS CODE IS PROVIDED ON AN *AS IS* BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY +KIND, EITHER EXPRESS OR IMPLIED, INCLUDING WITHOUT LIMITATION ANY IMPLIED +WARRANTIES OR CONDITIONS OF TITLE, FITNESS FOR A PARTICULAR PURPOSE, +MERCHANTABLITY OR NON-INFRINGEMENT. +See the Apache Version 2.0 License for specific language governing permissions +and limitations under the License. +***************************************************************************** */ +/* eslint-disable */ +// noinspection JSUnusedGlobalSymbols +declare var onmessage: never; +/** + * The **`DOMException`** interface represents an abnormal event (called an **exception**) that occurs as a result of calling a method or accessing a property of a web API. + * + * [MDN Reference](https://developer.mozilla.org/docs/Web/API/DOMException) + */ +declare class DOMException extends Error { + constructor(message?: string, name?: string); + /** + * The **`message`** read-only property of the a message or description associated with the given error name. + * + * [MDN Reference](https://developer.mozilla.org/docs/Web/API/DOMException/message) + */ + readonly message: string; + /** + * The **`name`** read-only property of the one of the strings associated with an error name. + * + * [MDN Reference](https://developer.mozilla.org/docs/Web/API/DOMException/name) + */ + readonly name: string; + /** + * The **`code`** read-only property of the DOMException interface returns one of the legacy error code constants, or `0` if none match. + * @deprecated + * + * [MDN Reference](https://developer.mozilla.org/docs/Web/API/DOMException/code) + */ + readonly code: number; + static readonly INDEX_SIZE_ERR: number; + static readonly DOMSTRING_SIZE_ERR: number; + static readonly HIERARCHY_REQUEST_ERR: number; + static readonly WRONG_DOCUMENT_ERR: number; + static readonly INVALID_CHARACTER_ERR: number; + static readonly NO_DATA_ALLOWED_ERR: number; + static readonly NO_MODIFICATION_ALLOWED_ERR: number; + static readonly NOT_FOUND_ERR: number; + static readonly NOT_SUPPORTED_ERR: number; + static readonly INUSE_ATTRIBUTE_ERR: number; + static readonly INVALID_STATE_ERR: number; + static readonly SYNTAX_ERR: number; + static readonly INVALID_MODIFICATION_ERR: number; + static readonly NAMESPACE_ERR: number; + static readonly INVALID_ACCESS_ERR: number; + static readonly VALIDATION_ERR: number; + static readonly TYPE_MISMATCH_ERR: number; + static readonly SECURITY_ERR: number; + static readonly NETWORK_ERR: number; + static readonly ABORT_ERR: number; + static readonly URL_MISMATCH_ERR: number; + static readonly QUOTA_EXCEEDED_ERR: number; + static readonly TIMEOUT_ERR: number; + static readonly INVALID_NODE_TYPE_ERR: number; + static readonly DATA_CLONE_ERR: number; + get stack(): any; + set stack(value: any); +} +type WorkerGlobalScopeEventMap = { + fetch: FetchEvent; + scheduled: ScheduledEvent; + queue: QueueEvent; + unhandledrejection: PromiseRejectionEvent; + rejectionhandled: PromiseRejectionEvent; +}; +declare abstract class WorkerGlobalScope extends EventTarget { + EventTarget: typeof EventTarget; +} +/* The **`console`** object provides access to the debugging console (e.g., the Web console in Firefox). * + * The **`console`** object provides access to the debugging console (e.g., the Web console in Firefox). + * + * [MDN Reference](https://developer.mozilla.org/docs/Web/API/console) + */ +interface Console { + "assert"(condition?: boolean, ...data: any[]): void; + /** + * The **`console.clear()`** static method clears the console if possible. + * + * [MDN Reference](https://developer.mozilla.org/docs/Web/API/console/clear_static) + */ + clear(): void; + /** + * The **`console.count()`** static method logs the number of times that this particular call to `count()` has been called. + * + * [MDN Reference](https://developer.mozilla.org/docs/Web/API/console/count_static) + */ + count(label?: string): void; + /** + * The **`console.countReset()`** static method resets counter used with console/count_static. + * + * [MDN Reference](https://developer.mozilla.org/docs/Web/API/console/countReset_static) + */ + countReset(label?: string): void; + /** + * The **`console.debug()`** static method outputs a message to the console at the 'debug' log level. + * + * [MDN Reference](https://developer.mozilla.org/docs/Web/API/console/debug_static) + */ + debug(...data: any[]): void; + /** + * The **`console.dir()`** static method displays a list of the properties of the specified JavaScript object. + * + * [MDN Reference](https://developer.mozilla.org/docs/Web/API/console/dir_static) + */ + dir(item?: any, options?: any): void; + /** + * The **`console.dirxml()`** static method displays an interactive tree of the descendant elements of the specified XML/HTML element. + * + * [MDN Reference](https://developer.mozilla.org/docs/Web/API/console/dirxml_static) + */ + dirxml(...data: any[]): void; + /** + * The **`console.error()`** static method outputs a message to the console at the 'error' log level. + * + * [MDN Reference](https://developer.mozilla.org/docs/Web/API/console/error_static) + */ + error(...data: any[]): void; + /** + * The **`console.group()`** static method creates a new inline group in the Web console log, causing any subsequent console messages to be indented by an additional level, until console/groupEnd_static is called. + * + * [MDN Reference](https://developer.mozilla.org/docs/Web/API/console/group_static) + */ + group(...data: any[]): void; + /** + * The **`console.groupCollapsed()`** static method creates a new inline group in the console. + * + * [MDN Reference](https://developer.mozilla.org/docs/Web/API/console/groupCollapsed_static) + */ + groupCollapsed(...data: any[]): void; + /** + * The **`console.groupEnd()`** static method exits the current inline group in the console. + * + * [MDN Reference](https://developer.mozilla.org/docs/Web/API/console/groupEnd_static) + */ + groupEnd(): void; + /** + * The **`console.info()`** static method outputs a message to the console at the 'info' log level. + * + * [MDN Reference](https://developer.mozilla.org/docs/Web/API/console/info_static) + */ + info(...data: any[]): void; + /** + * The **`console.log()`** static method outputs a message to the console. + * + * [MDN Reference](https://developer.mozilla.org/docs/Web/API/console/log_static) + */ + log(...data: any[]): void; + /** + * The **`console.table()`** static method displays tabular data as a table. + * + * [MDN Reference](https://developer.mozilla.org/docs/Web/API/console/table_static) + */ + table(tabularData?: any, properties?: string[]): void; + /** + * The **`console.time()`** static method starts a timer you can use to track how long an operation takes. + * + * [MDN Reference](https://developer.mozilla.org/docs/Web/API/console/time_static) + */ + time(label?: string): void; + /** + * The **`console.timeEnd()`** static method stops a timer that was previously started by calling console/time_static. + * + * [MDN Reference](https://developer.mozilla.org/docs/Web/API/console/timeEnd_static) + */ + timeEnd(label?: string): void; + /** + * The **`console.timeLog()`** static method logs the current value of a timer that was previously started by calling console/time_static. + * + * [MDN Reference](https://developer.mozilla.org/docs/Web/API/console/timeLog_static) + */ + timeLog(label?: string, ...data: any[]): void; + timeStamp(label?: string): void; + /** + * The **`console.trace()`** static method outputs a stack trace to the console. + * + * [MDN Reference](https://developer.mozilla.org/docs/Web/API/console/trace_static) + */ + trace(...data: any[]): void; + /** + * The **`console.warn()`** static method outputs a warning message to the console at the 'warning' log level. + * + * [MDN Reference](https://developer.mozilla.org/docs/Web/API/console/warn_static) + */ + warn(...data: any[]): void; +} +declare const console: Console; +type BufferSource = ArrayBufferView | ArrayBuffer; +type TypedArray = Int8Array | Uint8Array | Uint8ClampedArray | Int16Array | Uint16Array | Int32Array | Uint32Array | Float32Array | Float64Array | BigInt64Array | BigUint64Array; +declare namespace WebAssembly { + class CompileError extends Error { + constructor(message?: string); + } + class RuntimeError extends Error { + constructor(message?: string); + } + type ValueType = "anyfunc" | "externref" | "f32" | "f64" | "i32" | "i64" | "v128"; + interface GlobalDescriptor { + value: ValueType; + mutable?: boolean; + } + class Global { + constructor(descriptor: GlobalDescriptor, value?: any); + value: any; + valueOf(): any; + } + type ImportValue = ExportValue | number; + type ModuleImports = Record; + type Imports = Record; + type ExportValue = Function | Global | Memory | Table; + type Exports = Record; + class Instance { + constructor(module: Module, imports?: Imports); + readonly exports: Exports; + } + interface MemoryDescriptor { + initial: number; + maximum?: number; + shared?: boolean; + } + class Memory { + constructor(descriptor: MemoryDescriptor); + readonly buffer: ArrayBuffer; + grow(delta: number): number; + } + type ImportExportKind = "function" | "global" | "memory" | "table"; + interface ModuleExportDescriptor { + kind: ImportExportKind; + name: string; + } + interface ModuleImportDescriptor { + kind: ImportExportKind; + module: string; + name: string; + } + abstract class Module { + static customSections(module: Module, sectionName: string): ArrayBuffer[]; + static exports(module: Module): ModuleExportDescriptor[]; + static imports(module: Module): ModuleImportDescriptor[]; + } + type TableKind = "anyfunc" | "externref"; + interface TableDescriptor { + element: TableKind; + initial: number; + maximum?: number; + } + class Table { + constructor(descriptor: TableDescriptor, value?: any); + readonly length: number; + get(index: number): any; + grow(delta: number, value?: any): number; + set(index: number, value?: any): void; + } + function instantiate(module: Module, imports?: Imports): Promise; + function validate(bytes: BufferSource): boolean; +} +/** + * The **`ServiceWorkerGlobalScope`** interface of the Service Worker API represents the global execution context of a service worker. + * Available only in secure contexts. + * + * [MDN Reference](https://developer.mozilla.org/docs/Web/API/ServiceWorkerGlobalScope) + */ +interface ServiceWorkerGlobalScope extends WorkerGlobalScope { + DOMException: typeof DOMException; + WorkerGlobalScope: typeof WorkerGlobalScope; + btoa(data: string): string; + atob(data: string): string; + setTimeout(callback: (...args: any[]) => void, msDelay?: number): number; + setTimeout(callback: (...args: Args) => void, msDelay?: number, ...args: Args): number; + clearTimeout(timeoutId: number | null): void; + setInterval(callback: (...args: any[]) => void, msDelay?: number): number; + setInterval(callback: (...args: Args) => void, msDelay?: number, ...args: Args): number; + clearInterval(timeoutId: number | null): void; + queueMicrotask(task: Function): void; + structuredClone(value: T, options?: StructuredSerializeOptions): T; + reportError(error: any): void; + fetch(input: RequestInfo | URL, init?: RequestInit): Promise; + self: ServiceWorkerGlobalScope; + crypto: Crypto; + caches: CacheStorage; + scheduler: Scheduler; + performance: Performance; + Cloudflare: Cloudflare; + readonly origin: string; + Event: typeof Event; + ExtendableEvent: typeof ExtendableEvent; + CustomEvent: typeof CustomEvent; + PromiseRejectionEvent: typeof PromiseRejectionEvent; + FetchEvent: typeof FetchEvent; + TailEvent: typeof TailEvent; + TraceEvent: typeof TailEvent; + ScheduledEvent: typeof ScheduledEvent; + MessageEvent: typeof MessageEvent; + CloseEvent: typeof CloseEvent; + ReadableStreamDefaultReader: typeof ReadableStreamDefaultReader; + ReadableStreamBYOBReader: typeof ReadableStreamBYOBReader; + ReadableStream: typeof ReadableStream; + WritableStream: typeof WritableStream; + WritableStreamDefaultWriter: typeof WritableStreamDefaultWriter; + TransformStream: typeof TransformStream; + ByteLengthQueuingStrategy: typeof ByteLengthQueuingStrategy; + CountQueuingStrategy: typeof CountQueuingStrategy; + ErrorEvent: typeof ErrorEvent; + MessageChannel: typeof MessageChannel; + MessagePort: typeof MessagePort; + EventSource: typeof EventSource; + ReadableStreamBYOBRequest: typeof ReadableStreamBYOBRequest; + ReadableStreamDefaultController: typeof ReadableStreamDefaultController; + ReadableByteStreamController: typeof ReadableByteStreamController; + WritableStreamDefaultController: typeof WritableStreamDefaultController; + TransformStreamDefaultController: typeof TransformStreamDefaultController; + CompressionStream: typeof CompressionStream; + DecompressionStream: typeof DecompressionStream; + TextEncoderStream: typeof TextEncoderStream; + TextDecoderStream: typeof TextDecoderStream; + Headers: typeof Headers; + Body: typeof Body; + Request: typeof Request; + Response: typeof Response; + WebSocket: typeof WebSocket; + WebSocketPair: typeof WebSocketPair; + WebSocketRequestResponsePair: typeof WebSocketRequestResponsePair; + AbortController: typeof AbortController; + AbortSignal: typeof AbortSignal; + TextDecoder: typeof TextDecoder; + TextEncoder: typeof TextEncoder; + navigator: Navigator; + Navigator: typeof Navigator; + URL: typeof URL; + URLSearchParams: typeof URLSearchParams; + URLPattern: typeof URLPattern; + Blob: typeof Blob; + File: typeof File; + FormData: typeof FormData; + Crypto: typeof Crypto; + SubtleCrypto: typeof SubtleCrypto; + CryptoKey: typeof CryptoKey; + CacheStorage: typeof CacheStorage; + Cache: typeof Cache; + FixedLengthStream: typeof FixedLengthStream; + IdentityTransformStream: typeof IdentityTransformStream; + HTMLRewriter: typeof HTMLRewriter; +} +declare function addEventListener(type: Type, handler: EventListenerOrEventListenerObject, options?: EventTargetAddEventListenerOptions | boolean): void; +declare function removeEventListener(type: Type, handler: EventListenerOrEventListenerObject, options?: EventTargetEventListenerOptions | boolean): void; +/** + * The **`dispatchEvent()`** method of the EventTarget sends an Event to the object, (synchronously) invoking the affected event listeners in the appropriate order. + * + * [MDN Reference](https://developer.mozilla.org/docs/Web/API/EventTarget/dispatchEvent) + */ +declare function dispatchEvent(event: WorkerGlobalScopeEventMap[keyof WorkerGlobalScopeEventMap]): boolean; +/* [MDN Reference](https://developer.mozilla.org/docs/Web/API/Window/btoa) */ +declare function btoa(data: string): string; +/* [MDN Reference](https://developer.mozilla.org/docs/Web/API/Window/atob) */ +declare function atob(data: string): string; +/* [MDN Reference](https://developer.mozilla.org/docs/Web/API/Window/setTimeout) */ +declare function setTimeout(callback: (...args: any[]) => void, msDelay?: number): number; +/* [MDN Reference](https://developer.mozilla.org/docs/Web/API/Window/setTimeout) */ +declare function setTimeout(callback: (...args: Args) => void, msDelay?: number, ...args: Args): number; +/* [MDN Reference](https://developer.mozilla.org/docs/Web/API/Window/clearTimeout) */ +declare function clearTimeout(timeoutId: number | null): void; +/* [MDN Reference](https://developer.mozilla.org/docs/Web/API/Window/setInterval) */ +declare function setInterval(callback: (...args: any[]) => void, msDelay?: number): number; +/* [MDN Reference](https://developer.mozilla.org/docs/Web/API/Window/setInterval) */ +declare function setInterval(callback: (...args: Args) => void, msDelay?: number, ...args: Args): number; +/* [MDN Reference](https://developer.mozilla.org/docs/Web/API/Window/clearInterval) */ +declare function clearInterval(timeoutId: number | null): void; +/* [MDN Reference](https://developer.mozilla.org/docs/Web/API/Window/queueMicrotask) */ +declare function queueMicrotask(task: Function): void; +/* [MDN Reference](https://developer.mozilla.org/docs/Web/API/Window/structuredClone) */ +declare function structuredClone(value: T, options?: StructuredSerializeOptions): T; +/* [MDN Reference](https://developer.mozilla.org/docs/Web/API/Window/reportError) */ +declare function reportError(error: any): void; +/* [MDN Reference](https://developer.mozilla.org/docs/Web/API/Window/fetch) */ +declare function fetch(input: RequestInfo | URL, init?: RequestInit): Promise; +declare const self: ServiceWorkerGlobalScope; +/** +* The Web Crypto API provides a set of low-level functions for common cryptographic tasks. +* The Workers runtime implements the full surface of this API, but with some differences in +* the [supported algorithms](https://developers.cloudflare.com/workers/runtime-apis/web-crypto/#supported-algorithms) +* compared to those implemented in most browsers. +* +* [Cloudflare Docs Reference](https://developers.cloudflare.com/workers/runtime-apis/web-crypto/) +*/ +declare const crypto: Crypto; +/** +* The Cache API allows fine grained control of reading and writing from the Cloudflare global network cache. +* +* [Cloudflare Docs Reference](https://developers.cloudflare.com/workers/runtime-apis/cache/) +*/ +declare const caches: CacheStorage; +declare const scheduler: Scheduler; +/** +* The Workers runtime supports a subset of the Performance API, used to measure timing and performance, +* as well as timing of subrequests and other operations. +* +* [Cloudflare Docs Reference](https://developers.cloudflare.com/workers/runtime-apis/performance/) +*/ +declare const performance: Performance; +declare const Cloudflare: Cloudflare; +declare const origin: string; +declare const navigator: Navigator; +interface TestController { +} +interface ExecutionContext { + waitUntil(promise: Promise): void; + passThroughOnException(): void; + readonly exports: Cloudflare.Exports; + readonly props: Props; + cache?: CacheContext; + tracing?: Tracing; +} +type ExportedHandlerFetchHandler = (request: Request>, env: Env, ctx: ExecutionContext) => Response | Promise; +type ExportedHandlerConnectHandler = (socket: Socket, env: Env, ctx: ExecutionContext) => void | Promise; +type ExportedHandlerTailHandler = (events: TraceItem[], env: Env, ctx: ExecutionContext) => void | Promise; +type ExportedHandlerTraceHandler = (traces: TraceItem[], env: Env, ctx: ExecutionContext) => void | Promise; +type ExportedHandlerTailStreamHandler = (event: TailStream.TailEvent, env: Env, ctx: ExecutionContext) => TailStream.TailEventHandlerType | Promise; +type ExportedHandlerScheduledHandler = (controller: ScheduledController, env: Env, ctx: ExecutionContext) => void | Promise; +type ExportedHandlerQueueHandler = (batch: MessageBatch, env: Env, ctx: ExecutionContext) => void | Promise; +type ExportedHandlerTestHandler = (controller: TestController, env: Env, ctx: ExecutionContext) => void | Promise; +interface ExportedHandler { + fetch?: ExportedHandlerFetchHandler; + connect?: ExportedHandlerConnectHandler; + tail?: ExportedHandlerTailHandler; + trace?: ExportedHandlerTraceHandler; + tailStream?: ExportedHandlerTailStreamHandler; + scheduled?: ExportedHandlerScheduledHandler; + test?: ExportedHandlerTestHandler; + email?: EmailExportedHandler; + queue?: ExportedHandlerQueueHandler; +} +interface StructuredSerializeOptions { + transfer?: any[]; +} +declare abstract class Navigator { + sendBeacon(url: string, body?: BodyInit): boolean; + readonly userAgent: string; + readonly hardwareConcurrency: number; + readonly platform: string; + readonly language: string; + readonly languages: string[]; +} +interface AlarmInvocationInfo { + readonly isRetry: boolean; + readonly retryCount: number; + readonly scheduledTime: number; +} +interface Cloudflare { + readonly compatibilityFlags: Record; +} +interface CachePurgeError { + code: number; + message: string; +} +interface CachePurgeResult { + success: boolean; + errors: CachePurgeError[]; +} +interface CachePurgeOptions { + tags?: string[]; + pathPrefixes?: string[]; + purgeEverything?: boolean; +} +interface CacheContext { + purge(options: CachePurgeOptions): Promise; +} +declare abstract class ColoLocalActorNamespace { + get(actorId: string): Fetcher; +} +interface DurableObject { + fetch(request: Request): Response | Promise; + connect?(socket: Socket): void | Promise; + alarm?(alarmInfo?: AlarmInvocationInfo): void | Promise; + webSocketMessage?(ws: WebSocket, message: string | ArrayBuffer): void | Promise; + webSocketClose?(ws: WebSocket, code: number, reason: string, wasClean: boolean): void | Promise; + webSocketError?(ws: WebSocket, error: unknown): void | Promise; +} +type DurableObjectStub = Fetcher & { + readonly id: DurableObjectId; + readonly name?: string; +}; +interface DurableObjectId { + toString(): string; + equals(other: DurableObjectId): boolean; + readonly name?: string; + readonly jurisdiction?: string; +} +declare abstract class DurableObjectNamespace { + newUniqueId(options?: DurableObjectNamespaceNewUniqueIdOptions): DurableObjectId; + idFromName(name: string): DurableObjectId; + idFromString(id: string): DurableObjectId; + get(id: DurableObjectId, options?: DurableObjectNamespaceGetDurableObjectOptions): DurableObjectStub; + getByName(name: string, options?: DurableObjectNamespaceGetDurableObjectOptions): DurableObjectStub; + jurisdiction(jurisdiction: DurableObjectJurisdiction): DurableObjectNamespace; +} +type DurableObjectJurisdiction = "eu" | "fedramp" | "fedramp-high"; +interface DurableObjectNamespaceNewUniqueIdOptions { + jurisdiction?: DurableObjectJurisdiction; +} +type DurableObjectLocationHint = "wnam" | "enam" | "sam" | "weur" | "eeur" | "apac" | "oc" | "afr" | "me"; +type DurableObjectRoutingMode = "primary-only"; +interface DurableObjectNamespaceGetDurableObjectOptions { + locationHint?: DurableObjectLocationHint; + routingMode?: DurableObjectRoutingMode; +} +interface DurableObjectClass<_T extends Rpc.DurableObjectBranded | undefined = undefined> { +} +interface DurableObjectState { + waitUntil(promise: Promise): void; + readonly exports: Cloudflare.Exports; + readonly props: Props; + readonly id: DurableObjectId; + readonly storage: DurableObjectStorage; + container?: Container; + facets: DurableObjectFacets; + blockConcurrencyWhile(callback: () => Promise): Promise; + acceptWebSocket(ws: WebSocket, tags?: string[]): void; + getWebSockets(tag?: string): WebSocket[]; + setWebSocketAutoResponse(maybeReqResp?: WebSocketRequestResponsePair): void; + getWebSocketAutoResponse(): WebSocketRequestResponsePair | null; + getWebSocketAutoResponseTimestamp(ws: WebSocket): Date | null; + setHibernatableWebSocketEventTimeout(timeoutMs?: number): void; + getHibernatableWebSocketEventTimeout(): number | null; + getTags(ws: WebSocket): string[]; + abort(reason?: string): void; +} +interface DurableObjectTransaction { + get(key: string, options?: DurableObjectGetOptions): Promise; + get(keys: string[], options?: DurableObjectGetOptions): Promise>; + list(options?: DurableObjectListOptions): Promise>; + put(key: string, value: T, options?: DurableObjectPutOptions): Promise; + put(entries: Record, options?: DurableObjectPutOptions): Promise; + delete(key: string, options?: DurableObjectPutOptions): Promise; + delete(keys: string[], options?: DurableObjectPutOptions): Promise; + rollback(): void; + getAlarm(options?: DurableObjectGetAlarmOptions): Promise; + setAlarm(scheduledTime: number | Date, options?: DurableObjectSetAlarmOptions): Promise; + deleteAlarm(options?: DurableObjectSetAlarmOptions): Promise; +} +interface DurableObjectStorage { + get(key: string, options?: DurableObjectGetOptions): Promise; + get(keys: string[], options?: DurableObjectGetOptions): Promise>; + list(options?: DurableObjectListOptions): Promise>; + put(key: string, value: T, options?: DurableObjectPutOptions): Promise; + put(entries: Record, options?: DurableObjectPutOptions): Promise; + delete(key: string, options?: DurableObjectPutOptions): Promise; + delete(keys: string[], options?: DurableObjectPutOptions): Promise; + deleteAll(options?: DurableObjectPutOptions): Promise; + transaction(closure: (txn: DurableObjectTransaction) => Promise): Promise; + getAlarm(options?: DurableObjectGetAlarmOptions): Promise; + setAlarm(scheduledTime: number | Date, options?: DurableObjectSetAlarmOptions): Promise; + deleteAlarm(options?: DurableObjectSetAlarmOptions): Promise; + sync(): Promise; + sql: SqlStorage; + kv: SyncKvStorage; + transactionSync(closure: () => T): T; + getCurrentBookmark(): Promise; + getBookmarkForTime(timestamp: number | Date): Promise; + onNextSessionRestoreBookmark(bookmark: string): Promise; +} +interface DurableObjectListOptions { + start?: string; + startAfter?: string; + end?: string; + prefix?: string; + reverse?: boolean; + limit?: number; + allowConcurrency?: boolean; + noCache?: boolean; +} +interface DurableObjectGetOptions { + allowConcurrency?: boolean; + noCache?: boolean; +} +interface DurableObjectGetAlarmOptions { + allowConcurrency?: boolean; +} +interface DurableObjectPutOptions { + allowConcurrency?: boolean; + allowUnconfirmed?: boolean; + noCache?: boolean; +} +interface DurableObjectSetAlarmOptions { + allowConcurrency?: boolean; + allowUnconfirmed?: boolean; +} +declare class WebSocketRequestResponsePair { + constructor(request: string, response: string); + get request(): string; + get response(): string; +} +interface DurableObjectFacets { + get(name: string, getStartupOptions: () => FacetStartupOptions | Promise>): Fetcher; + abort(name: string, reason: any): void; + delete(name: string): void; +} +interface FacetStartupOptions { + id?: DurableObjectId | string; + class: DurableObjectClass; +} +interface AnalyticsEngineDataset { + writeDataPoint(event?: AnalyticsEngineDataPoint): void; +} +interface AnalyticsEngineDataPoint { + indexes?: ((ArrayBuffer | string) | null)[]; + doubles?: number[]; + blobs?: ((ArrayBuffer | string) | null)[]; +} +/** + * The **`Event`** interface represents an event which takes place on an `EventTarget`. + * + * [MDN Reference](https://developer.mozilla.org/docs/Web/API/Event) + */ +declare class Event { + constructor(type: string, init?: EventInit); + /** + * The **`type`** read-only property of the Event interface returns a string containing the event's type. + * + * [MDN Reference](https://developer.mozilla.org/docs/Web/API/Event/type) + */ + get type(): string; + /** + * The **`eventPhase`** read-only property of the being evaluated. + * + * [MDN Reference](https://developer.mozilla.org/docs/Web/API/Event/eventPhase) + */ + get eventPhase(): number; + /** + * The read-only **`composed`** property of the or not the event will propagate across the shadow DOM boundary into the standard DOM. + * + * [MDN Reference](https://developer.mozilla.org/docs/Web/API/Event/composed) + */ + get composed(): boolean; + /** + * The **`bubbles`** read-only property of the Event interface indicates whether the event bubbles up through the DOM tree or not. + * + * [MDN Reference](https://developer.mozilla.org/docs/Web/API/Event/bubbles) + */ + get bubbles(): boolean; + /** + * The **`cancelable`** read-only property of the Event interface indicates whether the event can be canceled, and therefore prevented as if the event never happened. + * + * [MDN Reference](https://developer.mozilla.org/docs/Web/API/Event/cancelable) + */ + get cancelable(): boolean; + /** + * The **`defaultPrevented`** read-only property of the Event interface returns a boolean value indicating whether or not the call to Event.preventDefault() canceled the event. + * + * [MDN Reference](https://developer.mozilla.org/docs/Web/API/Event/defaultPrevented) + */ + get defaultPrevented(): boolean; + /** + * The Event property **`returnValue`** indicates whether the default action for this event has been prevented or not. + * @deprecated + * + * [MDN Reference](https://developer.mozilla.org/docs/Web/API/Event/returnValue) + */ + get returnValue(): boolean; + /** + * The **`currentTarget`** read-only property of the Event interface identifies the element to which the event handler has been attached. + * + * [MDN Reference](https://developer.mozilla.org/docs/Web/API/Event/currentTarget) + */ + get currentTarget(): EventTarget | undefined; + /** + * The read-only **`target`** property of the dispatched. + * + * [MDN Reference](https://developer.mozilla.org/docs/Web/API/Event/target) + */ + get target(): EventTarget | undefined; + /** + * The deprecated **`Event.srcElement`** is an alias for the Event.target property. + * @deprecated + * + * [MDN Reference](https://developer.mozilla.org/docs/Web/API/Event/srcElement) + */ + get srcElement(): EventTarget | undefined; + /** + * The **`timeStamp`** read-only property of the Event interface returns the time (in milliseconds) at which the event was created. + * + * [MDN Reference](https://developer.mozilla.org/docs/Web/API/Event/timeStamp) + */ + get timeStamp(): number; + /** + * The **`isTrusted`** read-only property of the when the event was generated by the user agent (including via user actions and programmatic methods such as HTMLElement.focus()), and `false` when the event was dispatched via The only exception is the `click` event, which initializes the `isTrusted` property to `false` in user agents. + * + * [MDN Reference](https://developer.mozilla.org/docs/Web/API/Event/isTrusted) + */ + get isTrusted(): boolean; + /** + * The **`cancelBubble`** property of the Event interface is deprecated. + * @deprecated + * + * [MDN Reference](https://developer.mozilla.org/docs/Web/API/Event/cancelBubble) + */ + get cancelBubble(): boolean; + /** + * The **`cancelBubble`** property of the Event interface is deprecated. + * @deprecated + * + * [MDN Reference](https://developer.mozilla.org/docs/Web/API/Event/cancelBubble) + */ + set cancelBubble(value: boolean); + /** + * The **`stopImmediatePropagation()`** method of the If several listeners are attached to the same element for the same event type, they are called in the order in which they were added. + * + * [MDN Reference](https://developer.mozilla.org/docs/Web/API/Event/stopImmediatePropagation) + */ + stopImmediatePropagation(): void; + /** + * The **`preventDefault()`** method of the Event interface tells the user agent that if the event does not get explicitly handled, its default action should not be taken as it normally would be. + * + * [MDN Reference](https://developer.mozilla.org/docs/Web/API/Event/preventDefault) + */ + preventDefault(): void; + /** + * The **`stopPropagation()`** method of the Event interface prevents further propagation of the current event in the capturing and bubbling phases. + * + * [MDN Reference](https://developer.mozilla.org/docs/Web/API/Event/stopPropagation) + */ + stopPropagation(): void; + /** + * The **`composedPath()`** method of the Event interface returns the event's path which is an array of the objects on which listeners will be invoked. + * + * [MDN Reference](https://developer.mozilla.org/docs/Web/API/Event/composedPath) + */ + composedPath(): EventTarget[]; + static readonly NONE: number; + static readonly CAPTURING_PHASE: number; + static readonly AT_TARGET: number; + static readonly BUBBLING_PHASE: number; +} +interface EventInit { + bubbles?: boolean; + cancelable?: boolean; + composed?: boolean; +} +type EventListener = (event: EventType) => void; +interface EventListenerObject { + handleEvent(event: EventType): void; +} +type EventListenerOrEventListenerObject = EventListener | EventListenerObject; +/** + * The **`EventTarget`** interface is implemented by objects that can receive events and may have listeners for them. + * + * [MDN Reference](https://developer.mozilla.org/docs/Web/API/EventTarget) + */ +declare class EventTarget = Record> { + constructor(); + /** + * The **`addEventListener()`** method of the EventTarget interface sets up a function that will be called whenever the specified event is delivered to the target. + * + * [MDN Reference](https://developer.mozilla.org/docs/Web/API/EventTarget/addEventListener) + */ + addEventListener(type: Type, handler: EventListenerOrEventListenerObject, options?: EventTargetAddEventListenerOptions | boolean): void; + /** + * The **`removeEventListener()`** method of the EventTarget interface removes an event listener previously registered with EventTarget.addEventListener() from the target. + * + * [MDN Reference](https://developer.mozilla.org/docs/Web/API/EventTarget/removeEventListener) + */ + removeEventListener(type: Type, handler: EventListenerOrEventListenerObject, options?: EventTargetEventListenerOptions | boolean): void; + /** + * The **`dispatchEvent()`** method of the EventTarget sends an Event to the object, (synchronously) invoking the affected event listeners in the appropriate order. + * + * [MDN Reference](https://developer.mozilla.org/docs/Web/API/EventTarget/dispatchEvent) + */ + dispatchEvent(event: EventMap[keyof EventMap]): boolean; +} +interface EventTargetEventListenerOptions { + capture?: boolean; +} +interface EventTargetAddEventListenerOptions { + capture?: boolean; + passive?: boolean; + once?: boolean; + signal?: AbortSignal; +} +interface EventTargetHandlerObject { + handleEvent: (event: Event) => any | undefined; +} +/** + * The **`AbortController`** interface represents a controller object that allows you to abort one or more Web requests as and when desired. + * + * [MDN Reference](https://developer.mozilla.org/docs/Web/API/AbortController) + */ +declare class AbortController { + constructor(); + /** + * The **`signal`** read-only property of the AbortController interface returns an AbortSignal object instance, which can be used to communicate with/abort an asynchronous operation as desired. + * + * [MDN Reference](https://developer.mozilla.org/docs/Web/API/AbortController/signal) + */ + get signal(): AbortSignal; + /** + * The **`abort()`** method of the AbortController interface aborts an asynchronous operation before it has completed. + * + * [MDN Reference](https://developer.mozilla.org/docs/Web/API/AbortController/abort) + */ + abort(reason?: any): void; +} +/** + * The **`AbortSignal`** interface represents a signal object that allows you to communicate with an asynchronous operation (such as a fetch request) and abort it if required via an AbortController object. + * + * [MDN Reference](https://developer.mozilla.org/docs/Web/API/AbortSignal) + */ +declare abstract class AbortSignal extends EventTarget { + /** + * The **`AbortSignal.abort()`** static method returns an AbortSignal that is already set as aborted (and which does not trigger an AbortSignal/abort_event event). + * + * [MDN Reference](https://developer.mozilla.org/docs/Web/API/AbortSignal/abort_static) + */ + static abort(reason?: any): AbortSignal; + /** + * The **`AbortSignal.timeout()`** static method returns an AbortSignal that will automatically abort after a specified time. + * + * [MDN Reference](https://developer.mozilla.org/docs/Web/API/AbortSignal/timeout_static) + */ + static timeout(delay: number): AbortSignal; + /** + * The **`AbortSignal.any()`** static method takes an iterable of abort signals and returns an AbortSignal. + * + * [MDN Reference](https://developer.mozilla.org/docs/Web/API/AbortSignal/any_static) + */ + static any(signals: AbortSignal[]): AbortSignal; + /** + * The **`aborted`** read-only property returns a value that indicates whether the asynchronous operations the signal is communicating with are aborted (`true`) or not (`false`). + * + * [MDN Reference](https://developer.mozilla.org/docs/Web/API/AbortSignal/aborted) + */ + get aborted(): boolean; + /** + * The **`reason`** read-only property returns a JavaScript value that indicates the abort reason. + * + * [MDN Reference](https://developer.mozilla.org/docs/Web/API/AbortSignal/reason) + */ + get reason(): any; + /* [MDN Reference](https://developer.mozilla.org/docs/Web/API/AbortSignal/abort_event) */ + get onabort(): any | null; + /* [MDN Reference](https://developer.mozilla.org/docs/Web/API/AbortSignal/abort_event) */ + set onabort(value: any | null); + /** + * The **`throwIfAborted()`** method throws the signal's abort AbortSignal.reason if the signal has been aborted; otherwise it does nothing. + * + * [MDN Reference](https://developer.mozilla.org/docs/Web/API/AbortSignal/throwIfAborted) + */ + throwIfAborted(): void; +} +interface Scheduler { + wait(delay: number, maybeOptions?: SchedulerWaitOptions): Promise; +} +interface SchedulerWaitOptions { + signal?: AbortSignal; +} +/** + * The **`ExtendableEvent`** interface extends the lifetime of the `install` and `activate` events dispatched on the global scope as part of the service worker lifecycle. + * + * [MDN Reference](https://developer.mozilla.org/docs/Web/API/ExtendableEvent) + */ +declare abstract class ExtendableEvent extends Event { + /** + * The **`ExtendableEvent.waitUntil()`** method tells the event dispatcher that work is ongoing. + * + * [MDN Reference](https://developer.mozilla.org/docs/Web/API/ExtendableEvent/waitUntil) + */ + waitUntil(promise: Promise): void; +} +/** + * The **`CustomEvent`** interface represents events initialized by an application for any purpose. + * + * [MDN Reference](https://developer.mozilla.org/docs/Web/API/CustomEvent) + */ +declare class CustomEvent extends Event { + constructor(type: string, init?: CustomEventCustomEventInit); + /** + * The read-only **`detail`** property of the CustomEvent interface returns any data passed when initializing the event. + * + * [MDN Reference](https://developer.mozilla.org/docs/Web/API/CustomEvent/detail) + */ + get detail(): T; +} +interface CustomEventCustomEventInit { + bubbles?: boolean; + cancelable?: boolean; + composed?: boolean; + detail?: any; +} +/** + * The **`Blob`** interface represents a blob, which is a file-like object of immutable, raw data; they can be read as text or binary data, or converted into a ReadableStream so its methods can be used for processing the data. + * + * [MDN Reference](https://developer.mozilla.org/docs/Web/API/Blob) + */ +declare class Blob { + constructor(bits?: ((ArrayBuffer | ArrayBufferView) | string | Blob)[], options?: BlobOptions); + /** + * The **`size`** read-only property of the Blob interface returns the size of the Blob or File in bytes. + * + * [MDN Reference](https://developer.mozilla.org/docs/Web/API/Blob/size) + */ + get size(): number; + /** + * The **`type`** read-only property of the Blob interface returns the MIME type of the file. + * + * [MDN Reference](https://developer.mozilla.org/docs/Web/API/Blob/type) + */ + get type(): string; + /** + * The **`slice()`** method of the Blob interface creates and returns a new `Blob` object which contains data from a subset of the blob on which it's called. + * + * [MDN Reference](https://developer.mozilla.org/docs/Web/API/Blob/slice) + */ + slice(start?: number, end?: number, type?: string): Blob; + /** + * The **`arrayBuffer()`** method of the Blob interface returns a Promise that resolves with the contents of the blob as binary data contained in an ArrayBuffer. + * + * [MDN Reference](https://developer.mozilla.org/docs/Web/API/Blob/arrayBuffer) + */ + arrayBuffer(): Promise; + /** + * The **`bytes()`** method of the Blob interface returns a Promise that resolves with a Uint8Array containing the contents of the blob as an array of bytes. + * + * [MDN Reference](https://developer.mozilla.org/docs/Web/API/Blob/bytes) + */ + bytes(): Promise; + /** + * The **`text()`** method of the string containing the contents of the blob, interpreted as UTF-8. + * + * [MDN Reference](https://developer.mozilla.org/docs/Web/API/Blob/text) + */ + text(): Promise; + /** + * The **`stream()`** method of the Blob interface returns a ReadableStream which upon reading returns the data contained within the `Blob`. + * + * [MDN Reference](https://developer.mozilla.org/docs/Web/API/Blob/stream) + */ + stream(): ReadableStream; +} +interface BlobOptions { + type?: string; +} +/** + * The **`File`** interface provides information about files and allows JavaScript in a web page to access their content. + * + * [MDN Reference](https://developer.mozilla.org/docs/Web/API/File) + */ +declare class File extends Blob { + constructor(bits: ((ArrayBuffer | ArrayBufferView) | string | Blob)[] | undefined, name: string, options?: FileOptions); + /** + * The **`name`** read-only property of the File interface returns the name of the file represented by a File object. + * + * [MDN Reference](https://developer.mozilla.org/docs/Web/API/File/name) + */ + get name(): string; + /** + * The **`lastModified`** read-only property of the File interface provides the last modified date of the file as the number of milliseconds since the Unix epoch (January 1, 1970 at midnight). + * + * [MDN Reference](https://developer.mozilla.org/docs/Web/API/File/lastModified) + */ + get lastModified(): number; +} +interface FileOptions { + type?: string; + lastModified?: number; +} +/** +* The Cache API allows fine grained control of reading and writing from the Cloudflare global network cache. +* +* [Cloudflare Docs Reference](https://developers.cloudflare.com/workers/runtime-apis/cache/) +*/ +declare abstract class CacheStorage { + /** + * The **`open()`** method of the the Cache object matching the `cacheName`. + * + * [MDN Reference](https://developer.mozilla.org/docs/Web/API/CacheStorage/open) + */ + open(cacheName: string): Promise; + readonly default: Cache; +} +/** +* The Cache API allows fine grained control of reading and writing from the Cloudflare global network cache. +* +* [Cloudflare Docs Reference](https://developers.cloudflare.com/workers/runtime-apis/cache/) +*/ +declare abstract class Cache { + /* [Cloudflare Docs Reference](https://developers.cloudflare.com/workers/runtime-apis/cache/#delete) */ + delete(request: RequestInfo | URL, options?: CacheQueryOptions): Promise; + /* [Cloudflare Docs Reference](https://developers.cloudflare.com/workers/runtime-apis/cache/#match) */ + match(request: RequestInfo | URL, options?: CacheQueryOptions): Promise; + /* [Cloudflare Docs Reference](https://developers.cloudflare.com/workers/runtime-apis/cache/#put) */ + put(request: RequestInfo | URL, response: Response): Promise; +} +interface CacheQueryOptions { + ignoreMethod?: boolean; +} +/** +* The Web Crypto API provides a set of low-level functions for common cryptographic tasks. +* The Workers runtime implements the full surface of this API, but with some differences in +* the [supported algorithms](https://developers.cloudflare.com/workers/runtime-apis/web-crypto/#supported-algorithms) +* compared to those implemented in most browsers. +* +* [Cloudflare Docs Reference](https://developers.cloudflare.com/workers/runtime-apis/web-crypto/) +*/ +declare abstract class Crypto { + /** + * The **`Crypto.subtle`** read-only property returns a cryptographic operations. + * Available only in secure contexts. + * + * [MDN Reference](https://developer.mozilla.org/docs/Web/API/Crypto/subtle) + */ + get subtle(): SubtleCrypto; + /** + * The **`Crypto.getRandomValues()`** method lets you get cryptographically strong random values. + * + * [MDN Reference](https://developer.mozilla.org/docs/Web/API/Crypto/getRandomValues) + */ + getRandomValues(buffer: T): T; + /** + * The **`randomUUID()`** method of the Crypto interface is used to generate a v4 UUID using a cryptographically secure random number generator. + * Available only in secure contexts. + * + * [MDN Reference](https://developer.mozilla.org/docs/Web/API/Crypto/randomUUID) + */ + randomUUID(): string; + DigestStream: typeof DigestStream; +} +/** + * The **`SubtleCrypto`** interface of the Web Crypto API provides a number of low-level cryptographic functions. + * Available only in secure contexts. + * + * [MDN Reference](https://developer.mozilla.org/docs/Web/API/SubtleCrypto) + */ +declare abstract class SubtleCrypto { + /** + * The **`encrypt()`** method of the SubtleCrypto interface encrypts data. + * + * [MDN Reference](https://developer.mozilla.org/docs/Web/API/SubtleCrypto/encrypt) + */ + encrypt(algorithm: string | SubtleCryptoEncryptAlgorithm, key: CryptoKey, plainText: ArrayBuffer | ArrayBufferView): Promise; + /** + * The **`decrypt()`** method of the SubtleCrypto interface decrypts some encrypted data. + * + * [MDN Reference](https://developer.mozilla.org/docs/Web/API/SubtleCrypto/decrypt) + */ + decrypt(algorithm: string | SubtleCryptoEncryptAlgorithm, key: CryptoKey, cipherText: ArrayBuffer | ArrayBufferView): Promise; + /** + * The **`sign()`** method of the SubtleCrypto interface generates a digital signature. + * + * [MDN Reference](https://developer.mozilla.org/docs/Web/API/SubtleCrypto/sign) + */ + sign(algorithm: string | SubtleCryptoSignAlgorithm, key: CryptoKey, data: ArrayBuffer | ArrayBufferView): Promise; + /** + * The **`verify()`** method of the SubtleCrypto interface verifies a digital signature. + * + * [MDN Reference](https://developer.mozilla.org/docs/Web/API/SubtleCrypto/verify) + */ + verify(algorithm: string | SubtleCryptoSignAlgorithm, key: CryptoKey, signature: ArrayBuffer | ArrayBufferView, data: ArrayBuffer | ArrayBufferView): Promise; + /** + * The **`digest()`** method of the SubtleCrypto interface generates a _digest_ of the given data, using the specified hash function. + * + * [MDN Reference](https://developer.mozilla.org/docs/Web/API/SubtleCrypto/digest) + */ + digest(algorithm: string | SubtleCryptoHashAlgorithm, data: ArrayBuffer | ArrayBufferView): Promise; + /** + * The **`generateKey()`** method of the SubtleCrypto interface is used to generate a new key (for symmetric algorithms) or key pair (for public-key algorithms). + * + * [MDN Reference](https://developer.mozilla.org/docs/Web/API/SubtleCrypto/generateKey) + */ + generateKey(algorithm: string | SubtleCryptoGenerateKeyAlgorithm, extractable: boolean, keyUsages: string[]): Promise; + /** + * The **`deriveKey()`** method of the SubtleCrypto interface can be used to derive a secret key from a master key. + * + * [MDN Reference](https://developer.mozilla.org/docs/Web/API/SubtleCrypto/deriveKey) + */ + deriveKey(algorithm: string | SubtleCryptoDeriveKeyAlgorithm, baseKey: CryptoKey, derivedKeyAlgorithm: string | SubtleCryptoImportKeyAlgorithm, extractable: boolean, keyUsages: string[]): Promise; + /** + * The **`deriveBits()`** method of the key. + * + * [MDN Reference](https://developer.mozilla.org/docs/Web/API/SubtleCrypto/deriveBits) + */ + deriveBits(algorithm: string | SubtleCryptoDeriveKeyAlgorithm, baseKey: CryptoKey, length?: number | null): Promise; + /** + * The **`importKey()`** method of the SubtleCrypto interface imports a key: that is, it takes as input a key in an external, portable format and gives you a CryptoKey object that you can use in the Web Crypto API. + * + * [MDN Reference](https://developer.mozilla.org/docs/Web/API/SubtleCrypto/importKey) + */ + importKey(format: string, keyData: (ArrayBuffer | ArrayBufferView) | JsonWebKey, algorithm: string | SubtleCryptoImportKeyAlgorithm, extractable: boolean, keyUsages: string[]): Promise; + /** + * The **`exportKey()`** method of the SubtleCrypto interface exports a key: that is, it takes as input a CryptoKey object and gives you the key in an external, portable format. + * + * [MDN Reference](https://developer.mozilla.org/docs/Web/API/SubtleCrypto/exportKey) + */ + exportKey(format: string, key: CryptoKey): Promise; + /** + * The **`wrapKey()`** method of the SubtleCrypto interface 'wraps' a key. + * + * [MDN Reference](https://developer.mozilla.org/docs/Web/API/SubtleCrypto/wrapKey) + */ + wrapKey(format: string, key: CryptoKey, wrappingKey: CryptoKey, wrapAlgorithm: string | SubtleCryptoEncryptAlgorithm): Promise; + /** + * The **`unwrapKey()`** method of the SubtleCrypto interface 'unwraps' a key. + * + * [MDN Reference](https://developer.mozilla.org/docs/Web/API/SubtleCrypto/unwrapKey) + */ + unwrapKey(format: string, wrappedKey: ArrayBuffer | ArrayBufferView, unwrappingKey: CryptoKey, unwrapAlgorithm: string | SubtleCryptoEncryptAlgorithm, unwrappedKeyAlgorithm: string | SubtleCryptoImportKeyAlgorithm, extractable: boolean, keyUsages: string[]): Promise; + timingSafeEqual(a: ArrayBuffer | ArrayBufferView, b: ArrayBuffer | ArrayBufferView): boolean; +} +/** + * The **`CryptoKey`** interface of the Web Crypto API represents a cryptographic key obtained from one of the SubtleCrypto methods SubtleCrypto.generateKey, SubtleCrypto.deriveKey, SubtleCrypto.importKey, or SubtleCrypto.unwrapKey. + * Available only in secure contexts. + * + * [MDN Reference](https://developer.mozilla.org/docs/Web/API/CryptoKey) + */ +declare abstract class CryptoKey { + /** + * The read-only **`type`** property of the CryptoKey interface indicates which kind of key is represented by the object. + * + * [MDN Reference](https://developer.mozilla.org/docs/Web/API/CryptoKey/type) + */ + readonly type: string; + /** + * The read-only **`extractable`** property of the CryptoKey interface indicates whether or not the key may be extracted using `SubtleCrypto.exportKey()` or `SubtleCrypto.wrapKey()`. + * + * [MDN Reference](https://developer.mozilla.org/docs/Web/API/CryptoKey/extractable) + */ + readonly extractable: boolean; + /** + * The read-only **`algorithm`** property of the CryptoKey interface returns an object describing the algorithm for which this key can be used, and any associated extra parameters. + * + * [MDN Reference](https://developer.mozilla.org/docs/Web/API/CryptoKey/algorithm) + */ + readonly algorithm: CryptoKeyKeyAlgorithm | CryptoKeyAesKeyAlgorithm | CryptoKeyHmacKeyAlgorithm | CryptoKeyRsaKeyAlgorithm | CryptoKeyEllipticKeyAlgorithm | CryptoKeyArbitraryKeyAlgorithm; + /** + * The read-only **`usages`** property of the CryptoKey interface indicates what can be done with the key. + * + * [MDN Reference](https://developer.mozilla.org/docs/Web/API/CryptoKey/usages) + */ + readonly usages: string[]; +} +interface CryptoKeyPair { + publicKey: CryptoKey; + privateKey: CryptoKey; +} +interface JsonWebKey { + kty: string; + use?: string; + key_ops?: string[]; + alg?: string; + ext?: boolean; + crv?: string; + x?: string; + y?: string; + d?: string; + n?: string; + e?: string; + p?: string; + q?: string; + dp?: string; + dq?: string; + qi?: string; + oth?: RsaOtherPrimesInfo[]; + k?: string; +} +interface RsaOtherPrimesInfo { + r?: string; + d?: string; + t?: string; +} +interface SubtleCryptoDeriveKeyAlgorithm { + name: string; + salt?: (ArrayBuffer | ArrayBufferView); + iterations?: number; + hash?: (string | SubtleCryptoHashAlgorithm); + $public?: CryptoKey; + info?: (ArrayBuffer | ArrayBufferView); +} +interface SubtleCryptoEncryptAlgorithm { + name: string; + iv?: (ArrayBuffer | ArrayBufferView); + additionalData?: (ArrayBuffer | ArrayBufferView); + tagLength?: number; + counter?: (ArrayBuffer | ArrayBufferView); + length?: number; + label?: (ArrayBuffer | ArrayBufferView); +} +interface SubtleCryptoGenerateKeyAlgorithm { + name: string; + hash?: (string | SubtleCryptoHashAlgorithm); + modulusLength?: number; + publicExponent?: (ArrayBuffer | ArrayBufferView); + length?: number; + namedCurve?: string; +} +interface SubtleCryptoHashAlgorithm { + name: string; +} +interface SubtleCryptoImportKeyAlgorithm { + name: string; + hash?: (string | SubtleCryptoHashAlgorithm); + length?: number; + namedCurve?: string; + compressed?: boolean; +} +interface SubtleCryptoSignAlgorithm { + name: string; + hash?: (string | SubtleCryptoHashAlgorithm); + dataLength?: number; + saltLength?: number; +} +interface CryptoKeyKeyAlgorithm { + name: string; +} +interface CryptoKeyAesKeyAlgorithm { + name: string; + length: number; +} +interface CryptoKeyHmacKeyAlgorithm { + name: string; + hash: CryptoKeyKeyAlgorithm; + length: number; +} +interface CryptoKeyRsaKeyAlgorithm { + name: string; + modulusLength: number; + publicExponent: ArrayBuffer | ArrayBufferView; + hash?: CryptoKeyKeyAlgorithm; +} +interface CryptoKeyEllipticKeyAlgorithm { + name: string; + namedCurve: string; +} +interface CryptoKeyArbitraryKeyAlgorithm { + name: string; + hash?: CryptoKeyKeyAlgorithm; + namedCurve?: string; + length?: number; +} +declare class DigestStream extends WritableStream { + constructor(algorithm: string | SubtleCryptoHashAlgorithm); + readonly digest: Promise; + get bytesWritten(): number | bigint; +} +/** + * The **`TextDecoder`** interface represents a decoder for a specific text encoding, such as `UTF-8`, `ISO-8859-2`, `KOI8-R`, `GBK`, etc. + * + * [MDN Reference](https://developer.mozilla.org/docs/Web/API/TextDecoder) + */ +declare class TextDecoder { + constructor(label?: string, options?: TextDecoderConstructorOptions); + /** + * The **`TextDecoder.decode()`** method returns a string containing text decoded from the buffer passed as a parameter. + * + * [MDN Reference](https://developer.mozilla.org/docs/Web/API/TextDecoder/decode) + */ + decode(input?: (ArrayBuffer | ArrayBufferView), options?: TextDecoderDecodeOptions): string; + get encoding(): string; + get fatal(): boolean; + get ignoreBOM(): boolean; +} +/** + * The **`TextEncoder`** interface takes a stream of code points as input and emits a stream of UTF-8 bytes. + * + * [MDN Reference](https://developer.mozilla.org/docs/Web/API/TextEncoder) + */ +declare class TextEncoder { + constructor(); + /** + * The **`TextEncoder.encode()`** method takes a string as input, and returns a Global_Objects/Uint8Array containing the text given in parameters encoded with the specific method for that TextEncoder object. + * + * [MDN Reference](https://developer.mozilla.org/docs/Web/API/TextEncoder/encode) + */ + encode(input?: string): Uint8Array; + /** + * The **`TextEncoder.encodeInto()`** method takes a string to encode and a destination Uint8Array to put resulting UTF-8 encoded text into, and returns a dictionary object indicating the progress of the encoding. + * + * [MDN Reference](https://developer.mozilla.org/docs/Web/API/TextEncoder/encodeInto) + */ + encodeInto(input: string, buffer: Uint8Array): TextEncoderEncodeIntoResult; + get encoding(): string; +} +interface TextDecoderConstructorOptions { + fatal: boolean; + ignoreBOM: boolean; +} +interface TextDecoderDecodeOptions { + stream: boolean; +} +interface TextEncoderEncodeIntoResult { + read: number; + written: number; +} +/** + * The **`ErrorEvent`** interface represents events providing information related to errors in scripts or in files. + * + * [MDN Reference](https://developer.mozilla.org/docs/Web/API/ErrorEvent) + */ +declare class ErrorEvent extends Event { + constructor(type: string, init?: ErrorEventErrorEventInit); + /** + * The **`filename`** read-only property of the ErrorEvent interface returns a string containing the name of the script file in which the error occurred. + * + * [MDN Reference](https://developer.mozilla.org/docs/Web/API/ErrorEvent/filename) + */ + get filename(): string; + /** + * The **`message`** read-only property of the ErrorEvent interface returns a string containing a human-readable error message describing the problem. + * + * [MDN Reference](https://developer.mozilla.org/docs/Web/API/ErrorEvent/message) + */ + get message(): string; + /** + * The **`lineno`** read-only property of the ErrorEvent interface returns an integer containing the line number of the script file on which the error occurred. + * + * [MDN Reference](https://developer.mozilla.org/docs/Web/API/ErrorEvent/lineno) + */ + get lineno(): number; + /** + * The **`colno`** read-only property of the ErrorEvent interface returns an integer containing the column number of the script file on which the error occurred. + * + * [MDN Reference](https://developer.mozilla.org/docs/Web/API/ErrorEvent/colno) + */ + get colno(): number; + /** + * The **`error`** read-only property of the ErrorEvent interface returns a JavaScript value, such as an Error or DOMException, representing the error associated with this event. + * + * [MDN Reference](https://developer.mozilla.org/docs/Web/API/ErrorEvent/error) + */ + get error(): any; +} +interface ErrorEventErrorEventInit { + message?: string; + filename?: string; + lineno?: number; + colno?: number; + error?: any; +} +/** + * The **`MessageEvent`** interface represents a message received by a target object. + * + * [MDN Reference](https://developer.mozilla.org/docs/Web/API/MessageEvent) + */ +declare class MessageEvent extends Event { + constructor(type: string, initializer: MessageEventInit); + /** + * The **`data`** read-only property of the The data sent by the message emitter; this can be any data type, depending on what originated this event. + * + * [MDN Reference](https://developer.mozilla.org/docs/Web/API/MessageEvent/data) + */ + readonly data: any; + /** + * The **`origin`** read-only property of the origin of the message emitter. + * + * [MDN Reference](https://developer.mozilla.org/docs/Web/API/MessageEvent/origin) + */ + readonly origin: string | null; + /** + * The **`lastEventId`** read-only property of the unique ID for the event. + * + * [MDN Reference](https://developer.mozilla.org/docs/Web/API/MessageEvent/lastEventId) + */ + readonly lastEventId: string; + /** + * The **`source`** read-only property of the a WindowProxy, MessagePort, or a `MessageEventSource` (which can be a WindowProxy, message emitter. + * + * [MDN Reference](https://developer.mozilla.org/docs/Web/API/MessageEvent/source) + */ + readonly source: MessagePort | null; + /** + * The **`ports`** read-only property of the containing all MessagePort objects sent with the message, in order. + * + * [MDN Reference](https://developer.mozilla.org/docs/Web/API/MessageEvent/ports) + */ + readonly ports: MessagePort[]; +} +interface MessageEventInit { + data: ArrayBuffer | string; +} +/** + * The **`PromiseRejectionEvent`** interface represents events which are sent to the global script context when JavaScript Promises are rejected. + * + * [MDN Reference](https://developer.mozilla.org/docs/Web/API/PromiseRejectionEvent) + */ +declare abstract class PromiseRejectionEvent extends Event { + /** + * The PromiseRejectionEvent interface's **`promise`** read-only property indicates the JavaScript rejected. + * + * [MDN Reference](https://developer.mozilla.org/docs/Web/API/PromiseRejectionEvent/promise) + */ + readonly promise: Promise; + /** + * The PromiseRejectionEvent **`reason`** read-only property is any JavaScript value or Object which provides the reason passed into Promise.reject(). + * + * [MDN Reference](https://developer.mozilla.org/docs/Web/API/PromiseRejectionEvent/reason) + */ + readonly reason: any; +} +/** + * The **`FormData`** interface provides a way to construct a set of key/value pairs representing form fields and their values, which can be sent using the Window/fetch, XMLHttpRequest.send() or navigator.sendBeacon() methods. + * + * [MDN Reference](https://developer.mozilla.org/docs/Web/API/FormData) + */ +declare class FormData { + constructor(); + /** + * The **`append()`** method of the FormData interface appends a new value onto an existing key inside a `FormData` object, or adds the key if it does not already exist. + * + * [MDN Reference](https://developer.mozilla.org/docs/Web/API/FormData/append) + */ + append(name: string, value: string | Blob): void; + /** + * The **`append()`** method of the FormData interface appends a new value onto an existing key inside a `FormData` object, or adds the key if it does not already exist. + * + * [MDN Reference](https://developer.mozilla.org/docs/Web/API/FormData/append) + */ + append(name: string, value: string): void; + /** + * The **`append()`** method of the FormData interface appends a new value onto an existing key inside a `FormData` object, or adds the key if it does not already exist. + * + * [MDN Reference](https://developer.mozilla.org/docs/Web/API/FormData/append) + */ + append(name: string, value: Blob, filename?: string): void; + /** + * The **`delete()`** method of the FormData interface deletes a key and its value(s) from a `FormData` object. + * + * [MDN Reference](https://developer.mozilla.org/docs/Web/API/FormData/delete) + */ + delete(name: string): void; + /** + * The **`get()`** method of the FormData interface returns the first value associated with a given key from within a `FormData` object. + * + * [MDN Reference](https://developer.mozilla.org/docs/Web/API/FormData/get) + */ + get(name: string): (File | string) | null; + /** + * The **`getAll()`** method of the FormData interface returns all the values associated with a given key from within a `FormData` object. + * + * [MDN Reference](https://developer.mozilla.org/docs/Web/API/FormData/getAll) + */ + getAll(name: string): (File | string)[]; + /** + * The **`has()`** method of the FormData interface returns whether a `FormData` object contains a certain key. + * + * [MDN Reference](https://developer.mozilla.org/docs/Web/API/FormData/has) + */ + has(name: string): boolean; + /** + * The **`set()`** method of the FormData interface sets a new value for an existing key inside a `FormData` object, or adds the key/value if it does not already exist. + * + * [MDN Reference](https://developer.mozilla.org/docs/Web/API/FormData/set) + */ + set(name: string, value: string | Blob): void; + /** + * The **`set()`** method of the FormData interface sets a new value for an existing key inside a `FormData` object, or adds the key/value if it does not already exist. + * + * [MDN Reference](https://developer.mozilla.org/docs/Web/API/FormData/set) + */ + set(name: string, value: string): void; + /** + * The **`set()`** method of the FormData interface sets a new value for an existing key inside a `FormData` object, or adds the key/value if it does not already exist. + * + * [MDN Reference](https://developer.mozilla.org/docs/Web/API/FormData/set) + */ + set(name: string, value: Blob, filename?: string): void; + /* Returns an array of key, value pairs for every entry in the list. */ + entries(): IterableIterator<[ + key: string, + value: File | string + ]>; + /* Returns a list of keys in the list. */ + keys(): IterableIterator; + /* Returns a list of values in the list. */ + values(): IterableIterator<(File | string)>; + forEach(callback: (this: This, value: File | string, key: string, parent: FormData) => void, thisArg?: This): void; + [Symbol.iterator](): IterableIterator<[ + key: string, + value: File | string + ]>; +} +interface ContentOptions { + html?: boolean; +} +declare class HTMLRewriter { + constructor(); + on(selector: string, handlers: HTMLRewriterElementContentHandlers): HTMLRewriter; + onDocument(handlers: HTMLRewriterDocumentContentHandlers): HTMLRewriter; + transform(response: Response): Response; +} +interface HTMLRewriterElementContentHandlers { + element?(element: Element): void | Promise; + comments?(comment: Comment): void | Promise; + text?(element: Text): void | Promise; +} +interface HTMLRewriterDocumentContentHandlers { + doctype?(doctype: Doctype): void | Promise; + comments?(comment: Comment): void | Promise; + text?(text: Text): void | Promise; + end?(end: DocumentEnd): void | Promise; +} +interface Doctype { + readonly name: string | null; + readonly publicId: string | null; + readonly systemId: string | null; +} +interface Element { + tagName: string; + readonly attributes: IterableIterator; + readonly removed: boolean; + readonly namespaceURI: string; + getAttribute(name: string): string | null; + hasAttribute(name: string): boolean; + setAttribute(name: string, value: string): Element; + removeAttribute(name: string): Element; + before(content: string | ReadableStream | Response, options?: ContentOptions): Element; + after(content: string | ReadableStream | Response, options?: ContentOptions): Element; + prepend(content: string | ReadableStream | Response, options?: ContentOptions): Element; + append(content: string | ReadableStream | Response, options?: ContentOptions): Element; + replace(content: string | ReadableStream | Response, options?: ContentOptions): Element; + remove(): Element; + removeAndKeepContent(): Element; + setInnerContent(content: string | ReadableStream | Response, options?: ContentOptions): Element; + onEndTag(handler: (tag: EndTag) => void | Promise): void; +} +interface EndTag { + name: string; + before(content: string | ReadableStream | Response, options?: ContentOptions): EndTag; + after(content: string | ReadableStream | Response, options?: ContentOptions): EndTag; + remove(): EndTag; +} +interface Comment { + text: string; + readonly removed: boolean; + before(content: string, options?: ContentOptions): Comment; + after(content: string, options?: ContentOptions): Comment; + replace(content: string, options?: ContentOptions): Comment; + remove(): Comment; +} +interface Text { + readonly text: string; + readonly lastInTextNode: boolean; + readonly removed: boolean; + before(content: string | ReadableStream | Response, options?: ContentOptions): Text; + after(content: string | ReadableStream | Response, options?: ContentOptions): Text; + replace(content: string | ReadableStream | Response, options?: ContentOptions): Text; + remove(): Text; +} +interface DocumentEnd { + append(content: string, options?: ContentOptions): DocumentEnd; +} +/** + * This is the event type for `fetch` events dispatched on the ServiceWorkerGlobalScope. + * + * [MDN Reference](https://developer.mozilla.org/docs/Web/API/FetchEvent) + */ +declare abstract class FetchEvent extends ExtendableEvent { + /** + * The **`request`** read-only property of the the event handler. + * + * [MDN Reference](https://developer.mozilla.org/docs/Web/API/FetchEvent/request) + */ + readonly request: Request; + /** + * The **`respondWith()`** method of allows you to provide a promise for a Response yourself. + * + * [MDN Reference](https://developer.mozilla.org/docs/Web/API/FetchEvent/respondWith) + */ + respondWith(promise: Response | Promise): void; + passThroughOnException(): void; +} +type HeadersInit = Headers | Iterable> | Record; +/** + * The **`Headers`** interface of the Fetch API allows you to perform various actions on HTTP request and response headers. + * + * [MDN Reference](https://developer.mozilla.org/docs/Web/API/Headers) + */ +declare class Headers { + constructor(init?: HeadersInit); + /** + * The **`get()`** method of the Headers interface returns a byte string of all the values of a header within a `Headers` object with a given name. + * + * [MDN Reference](https://developer.mozilla.org/docs/Web/API/Headers/get) + */ + get(name: string): string | null; + getAll(name: string): string[]; + /** + * The **`getSetCookie()`** method of the Headers interface returns an array containing the values of all Set-Cookie headers associated with a response. + * + * [MDN Reference](https://developer.mozilla.org/docs/Web/API/Headers/getSetCookie) + */ + getSetCookie(): string[]; + /** + * The **`has()`** method of the Headers interface returns a boolean stating whether a `Headers` object contains a certain header. + * + * [MDN Reference](https://developer.mozilla.org/docs/Web/API/Headers/has) + */ + has(name: string): boolean; + /** + * The **`set()`** method of the Headers interface sets a new value for an existing header inside a `Headers` object, or adds the header if it does not already exist. + * + * [MDN Reference](https://developer.mozilla.org/docs/Web/API/Headers/set) + */ + set(name: string, value: string): void; + /** + * The **`append()`** method of the Headers interface appends a new value onto an existing header inside a `Headers` object, or adds the header if it does not already exist. + * + * [MDN Reference](https://developer.mozilla.org/docs/Web/API/Headers/append) + */ + append(name: string, value: string): void; + /** + * The **`delete()`** method of the Headers interface deletes a header from the current `Headers` object. + * + * [MDN Reference](https://developer.mozilla.org/docs/Web/API/Headers/delete) + */ + delete(name: string): void; + forEach(callback: (this: This, value: string, key: string, parent: Headers) => void, thisArg?: This): void; + /* Returns an iterator allowing to go through all key/value pairs contained in this object. */ + entries(): IterableIterator<[ + key: string, + value: string + ]>; + /* Returns an iterator allowing to go through all keys of the key/value pairs contained in this object. */ + keys(): IterableIterator; + /* Returns an iterator allowing to go through all values of the key/value pairs contained in this object. */ + values(): IterableIterator; + [Symbol.iterator](): IterableIterator<[ + key: string, + value: string + ]>; +} +type BodyInit = ReadableStream | string | ArrayBuffer | ArrayBufferView | Blob | URLSearchParams | FormData | Iterable | AsyncIterable; +declare abstract class Body { + /* [MDN Reference](https://developer.mozilla.org/docs/Web/API/Request/body) */ + get body(): ReadableStream | null; + /* [MDN Reference](https://developer.mozilla.org/docs/Web/API/Request/bodyUsed) */ + get bodyUsed(): boolean; + /* [MDN Reference](https://developer.mozilla.org/docs/Web/API/Request/arrayBuffer) */ + arrayBuffer(): Promise; + /* [MDN Reference](https://developer.mozilla.org/docs/Web/API/Request/bytes) */ + bytes(): Promise; + /* [MDN Reference](https://developer.mozilla.org/docs/Web/API/Request/text) */ + text(): Promise; + /* [MDN Reference](https://developer.mozilla.org/docs/Web/API/Request/json) */ + json(): Promise; + /* [MDN Reference](https://developer.mozilla.org/docs/Web/API/Request/formData) */ + formData(): Promise; + /* [MDN Reference](https://developer.mozilla.org/docs/Web/API/Request/blob) */ + blob(): Promise; +} +/** + * The **`Response`** interface of the Fetch API represents the response to a request. + * + * [MDN Reference](https://developer.mozilla.org/docs/Web/API/Response) + */ +declare var Response: { + prototype: Response; + new (body?: BodyInit | null, init?: ResponseInit): Response; + error(): Response; + redirect(url: string, status?: number): Response; + json(any: any, maybeInit?: (ResponseInit | Response)): Response; +}; +/** + * The **`Response`** interface of the Fetch API represents the response to a request. + * + * [MDN Reference](https://developer.mozilla.org/docs/Web/API/Response) + */ +interface Response extends Body { + /** + * The **`clone()`** method of the Response interface creates a clone of a response object, identical in every way, but stored in a different variable. + * + * [MDN Reference](https://developer.mozilla.org/docs/Web/API/Response/clone) + */ + clone(): Response; + /** + * The **`status`** read-only property of the Response interface contains the HTTP status codes of the response. + * + * [MDN Reference](https://developer.mozilla.org/docs/Web/API/Response/status) + */ + status: number; + /** + * The **`statusText`** read-only property of the Response interface contains the status message corresponding to the HTTP status code in Response.status. + * + * [MDN Reference](https://developer.mozilla.org/docs/Web/API/Response/statusText) + */ + statusText: string; + /** + * The **`headers`** read-only property of the with the response. + * + * [MDN Reference](https://developer.mozilla.org/docs/Web/API/Response/headers) + */ + headers: Headers; + /** + * The **`ok`** read-only property of the Response interface contains a Boolean stating whether the response was successful (status in the range 200-299) or not. + * + * [MDN Reference](https://developer.mozilla.org/docs/Web/API/Response/ok) + */ + ok: boolean; + /** + * The **`redirected`** read-only property of the Response interface indicates whether or not the response is the result of a request you made which was redirected. + * + * [MDN Reference](https://developer.mozilla.org/docs/Web/API/Response/redirected) + */ + redirected: boolean; + /** + * The **`url`** read-only property of the Response interface contains the URL of the response. + * + * [MDN Reference](https://developer.mozilla.org/docs/Web/API/Response/url) + */ + url: string; + webSocket: WebSocket | null; + cf: any | undefined; + /** + * The **`type`** read-only property of the Response interface contains the type of the response. + * + * [MDN Reference](https://developer.mozilla.org/docs/Web/API/Response/type) + */ + type: "default" | "error"; +} +interface ResponseInit { + status?: number; + statusText?: string; + headers?: HeadersInit; + cf?: any; + webSocket?: (WebSocket | null); + encodeBody?: "automatic" | "manual"; +} +type RequestInfo> = Request | string; +/** + * The **`Request`** interface of the Fetch API represents a resource request. + * + * [MDN Reference](https://developer.mozilla.org/docs/Web/API/Request) + */ +declare var Request: { + prototype: Request; + new >(input: RequestInfo | URL, init?: RequestInit): Request; +}; +/** + * The **`Request`** interface of the Fetch API represents a resource request. + * + * [MDN Reference](https://developer.mozilla.org/docs/Web/API/Request) + */ +interface Request> extends Body { + /** + * The **`clone()`** method of the Request interface creates a copy of the current `Request` object. + * + * [MDN Reference](https://developer.mozilla.org/docs/Web/API/Request/clone) + */ + clone(): Request; + /** + * The **`method`** read-only property of the `POST`, etc.) A String indicating the method of the request. + * + * [MDN Reference](https://developer.mozilla.org/docs/Web/API/Request/method) + */ + method: string; + /** + * The **`url`** read-only property of the Request interface contains the URL of the request. + * + * [MDN Reference](https://developer.mozilla.org/docs/Web/API/Request/url) + */ + url: string; + /** + * The **`headers`** read-only property of the with the request. + * + * [MDN Reference](https://developer.mozilla.org/docs/Web/API/Request/headers) + */ + headers: Headers; + /** + * The **`redirect`** read-only property of the Request interface contains the mode for how redirects are handled. + * + * [MDN Reference](https://developer.mozilla.org/docs/Web/API/Request/redirect) + */ + redirect: string; + fetcher: Fetcher | null; + /** + * The read-only **`signal`** property of the Request interface returns the AbortSignal associated with the request. + * + * [MDN Reference](https://developer.mozilla.org/docs/Web/API/Request/signal) + */ + signal: AbortSignal; + cf?: Cf; + /** + * The **`integrity`** read-only property of the Request interface contains the subresource integrity value of the request. + * + * [MDN Reference](https://developer.mozilla.org/docs/Web/API/Request/integrity) + */ + integrity: string; + /** + * The **`keepalive`** read-only property of the Request interface contains the request's `keepalive` setting (`true` or `false`), which indicates whether the browser will keep the associated request alive if the page that initiated it is unloaded before the request is complete. + * + * [MDN Reference](https://developer.mozilla.org/docs/Web/API/Request/keepalive) + */ + keepalive: boolean; + /** + * The **`cache`** read-only property of the Request interface contains the cache mode of the request. + * + * [MDN Reference](https://developer.mozilla.org/docs/Web/API/Request/cache) + */ + cache?: "no-store" | "no-cache"; +} +interface RequestInit { + /* A string to set request's method. */ + method?: string; + /* A Headers object, an object literal, or an array of two-item arrays to set request's headers. */ + headers?: HeadersInit; + /* A BodyInit object or null to set request's body. */ + body?: BodyInit | null; + /* A string indicating whether request follows redirects, results in an error upon encountering a redirect, or returns the redirect (in an opaque fashion). Sets request's redirect. */ + redirect?: string; + fetcher?: (Fetcher | null); + cf?: Cf; + /* A string indicating how the request will interact with the browser's cache to set request's cache. */ + cache?: "no-store" | "no-cache"; + /* A cryptographic hash of the resource to be fetched by request. Sets request's integrity. */ + integrity?: string; + /* An AbortSignal to set request's signal. */ + signal?: (AbortSignal | null); + encodeResponseBody?: "automatic" | "manual"; +} +type Service Rpc.WorkerEntrypointBranded) | Rpc.WorkerEntrypointBranded | ExportedHandler | undefined = undefined> = T extends new (...args: any[]) => Rpc.WorkerEntrypointBranded ? Fetcher> : T extends Rpc.WorkerEntrypointBranded ? Fetcher : T extends Exclude ? never : Fetcher; +type Fetcher = (T extends Rpc.EntrypointBranded ? Rpc.Provider : unknown) & { + fetch(input: RequestInfo | URL, init?: RequestInit): Promise; + connect(address: SocketAddress | string, options?: SocketOptions): Socket; +}; +interface KVNamespaceListKey { + name: Key; + expiration?: number; + metadata?: Metadata; +} +type KVNamespaceListResult = { + list_complete: false; + keys: KVNamespaceListKey[]; + cursor: string; + cacheStatus: string | null; +} | { + list_complete: true; + keys: KVNamespaceListKey[]; + cacheStatus: string | null; +}; +interface KVNamespace { + get(key: Key, options?: Partial>): Promise; + get(key: Key, type: "text"): Promise; + get(key: Key, type: "json"): Promise; + get(key: Key, type: "arrayBuffer"): Promise; + get(key: Key, type: "stream"): Promise; + get(key: Key, options?: KVNamespaceGetOptions<"text">): Promise; + get(key: Key, options?: KVNamespaceGetOptions<"json">): Promise; + get(key: Key, options?: KVNamespaceGetOptions<"arrayBuffer">): Promise; + get(key: Key, options?: KVNamespaceGetOptions<"stream">): Promise; + get(key: Array, type: "text"): Promise>; + get(key: Array, type: "json"): Promise>; + get(key: Array, options?: Partial>): Promise>; + get(key: Array, options?: KVNamespaceGetOptions<"text">): Promise>; + get(key: Array, options?: KVNamespaceGetOptions<"json">): Promise>; + list(options?: KVNamespaceListOptions): Promise>; + put(key: Key, value: string | ArrayBuffer | ArrayBufferView | ReadableStream, options?: KVNamespacePutOptions): Promise; + getWithMetadata(key: Key, options?: Partial>): Promise>; + getWithMetadata(key: Key, type: "text"): Promise>; + getWithMetadata(key: Key, type: "json"): Promise>; + getWithMetadata(key: Key, type: "arrayBuffer"): Promise>; + getWithMetadata(key: Key, type: "stream"): Promise>; + getWithMetadata(key: Key, options: KVNamespaceGetOptions<"text">): Promise>; + getWithMetadata(key: Key, options: KVNamespaceGetOptions<"json">): Promise>; + getWithMetadata(key: Key, options: KVNamespaceGetOptions<"arrayBuffer">): Promise>; + getWithMetadata(key: Key, options: KVNamespaceGetOptions<"stream">): Promise>; + getWithMetadata(key: Array, type: "text"): Promise>>; + getWithMetadata(key: Array, type: "json"): Promise>>; + getWithMetadata(key: Array, options?: Partial>): Promise>>; + getWithMetadata(key: Array, options?: KVNamespaceGetOptions<"text">): Promise>>; + getWithMetadata(key: Array, options?: KVNamespaceGetOptions<"json">): Promise>>; + delete(key: Key): Promise; +} +interface KVNamespaceListOptions { + limit?: number; + prefix?: (string | null); + cursor?: (string | null); +} +interface KVNamespaceGetOptions { + type: Type; + cacheTtl?: number; +} +interface KVNamespacePutOptions { + expiration?: number; + expirationTtl?: number; + metadata?: (any | null); +} +interface KVNamespaceGetWithMetadataResult { + value: Value | null; + metadata: Metadata | null; + cacheStatus: string | null; +} +type QueueContentType = "text" | "bytes" | "json" | "v8"; +interface Queue { + metrics(): Promise; + send(message: Body, options?: QueueSendOptions): Promise; + sendBatch(messages: Iterable>, options?: QueueSendBatchOptions): Promise; +} +interface QueueSendMetrics { + backlogCount: number; + backlogBytes: number; + oldestMessageTimestamp?: Date; +} +interface QueueSendMetadata { + metrics: QueueSendMetrics; +} +interface QueueSendResponse { + metadata: QueueSendMetadata; +} +interface QueueSendBatchMetrics { + backlogCount: number; + backlogBytes: number; + oldestMessageTimestamp?: Date; +} +interface QueueSendBatchMetadata { + metrics: QueueSendBatchMetrics; +} +interface QueueSendBatchResponse { + metadata: QueueSendBatchMetadata; +} +interface QueueSendOptions { + contentType?: QueueContentType; + delaySeconds?: number; +} +interface QueueSendBatchOptions { + delaySeconds?: number; +} +interface MessageSendRequest { + body: Body; + contentType?: QueueContentType; + delaySeconds?: number; +} +interface QueueMetrics { + backlogCount: number; + backlogBytes: number; + oldestMessageTimestamp?: Date; +} +interface MessageBatchMetrics { + backlogCount: number; + backlogBytes: number; + oldestMessageTimestamp?: Date; +} +interface MessageBatchMetadata { + metrics: MessageBatchMetrics; +} +interface QueueRetryOptions { + delaySeconds?: number; +} +interface Message { + readonly id: string; + readonly timestamp: Date; + readonly body: Body; + readonly attempts: number; + retry(options?: QueueRetryOptions): void; + ack(): void; +} +interface QueueEvent extends ExtendableEvent { + readonly messages: readonly Message[]; + readonly queue: string; + readonly metadata: MessageBatchMetadata; + retryAll(options?: QueueRetryOptions): void; + ackAll(): void; +} +interface MessageBatch { + readonly messages: readonly Message[]; + readonly queue: string; + readonly metadata: MessageBatchMetadata; + retryAll(options?: QueueRetryOptions): void; + ackAll(): void; +} +interface R2Error extends Error { + readonly name: string; + readonly code: number; + readonly message: string; + readonly action: string; + readonly stack: any; +} +interface R2ListOptions { + limit?: number; + prefix?: string; + cursor?: string; + delimiter?: string; + startAfter?: string; + include?: ("httpMetadata" | "customMetadata")[]; +} +interface R2Bucket { + head(key: string): Promise; + get(key: string, options: R2GetOptions & { + onlyIf: R2Conditional | Headers; + }): Promise; + get(key: string, options?: R2GetOptions): Promise; + put(key: string, value: ReadableStream | ArrayBuffer | ArrayBufferView | string | null | Blob, options?: R2PutOptions & { + onlyIf: R2Conditional | Headers; + }): Promise; + put(key: string, value: ReadableStream | ArrayBuffer | ArrayBufferView | string | null | Blob, options?: R2PutOptions): Promise; + createMultipartUpload(key: string, options?: R2MultipartOptions): Promise; + resumeMultipartUpload(key: string, uploadId: string): R2MultipartUpload; + delete(keys: string | string[]): Promise; + list(options?: R2ListOptions): Promise; +} +interface R2MultipartUpload { + readonly key: string; + readonly uploadId: string; + uploadPart(partNumber: number, value: ReadableStream | (ArrayBuffer | ArrayBufferView) | string | Blob, options?: R2UploadPartOptions): Promise; + abort(): Promise; + complete(uploadedParts: R2UploadedPart[]): Promise; +} +interface R2UploadedPart { + partNumber: number; + etag: string; +} +declare abstract class R2Object { + readonly key: string; + readonly version: string; + readonly size: number; + readonly etag: string; + readonly httpEtag: string; + readonly checksums: R2Checksums; + readonly uploaded: Date; + readonly httpMetadata?: R2HTTPMetadata; + readonly customMetadata?: Record; + readonly range?: R2Range; + readonly storageClass: string; + readonly ssecKeyMd5?: string; + writeHttpMetadata(headers: Headers): void; +} +interface R2ObjectBody extends R2Object { + get body(): ReadableStream; + get bodyUsed(): boolean; + arrayBuffer(): Promise; + bytes(): Promise; + text(): Promise; + json(): Promise; + blob(): Promise; +} +type R2Range = { + offset: number; + length?: number; +} | { + offset?: number; + length: number; +} | { + suffix: number; +}; +interface R2Conditional { + etagMatches?: string; + etagDoesNotMatch?: string; + uploadedBefore?: Date; + uploadedAfter?: Date; + secondsGranularity?: boolean; +} +interface R2GetOptions { + onlyIf?: (R2Conditional | Headers); + range?: (R2Range | Headers); + ssecKey?: (ArrayBuffer | string); +} +interface R2PutOptions { + onlyIf?: (R2Conditional | Headers); + httpMetadata?: (R2HTTPMetadata | Headers); + customMetadata?: Record; + md5?: ((ArrayBuffer | ArrayBufferView) | string); + sha1?: ((ArrayBuffer | ArrayBufferView) | string); + sha256?: ((ArrayBuffer | ArrayBufferView) | string); + sha384?: ((ArrayBuffer | ArrayBufferView) | string); + sha512?: ((ArrayBuffer | ArrayBufferView) | string); + storageClass?: string; + ssecKey?: (ArrayBuffer | string); +} +interface R2MultipartOptions { + httpMetadata?: (R2HTTPMetadata | Headers); + customMetadata?: Record; + storageClass?: string; + ssecKey?: (ArrayBuffer | string); +} +interface R2Checksums { + readonly md5?: ArrayBuffer; + readonly sha1?: ArrayBuffer; + readonly sha256?: ArrayBuffer; + readonly sha384?: ArrayBuffer; + readonly sha512?: ArrayBuffer; + toJSON(): R2StringChecksums; +} +interface R2StringChecksums { + md5?: string; + sha1?: string; + sha256?: string; + sha384?: string; + sha512?: string; +} +interface R2HTTPMetadata { + contentType?: string; + contentLanguage?: string; + contentDisposition?: string; + contentEncoding?: string; + cacheControl?: string; + cacheExpiry?: Date; +} +type R2Objects = { + objects: R2Object[]; + delimitedPrefixes: string[]; +} & ({ + truncated: true; + cursor: string; +} | { + truncated: false; +}); +interface R2UploadPartOptions { + ssecKey?: (ArrayBuffer | string); +} +declare abstract class ScheduledEvent extends ExtendableEvent { + readonly scheduledTime: number; + readonly cron: string; + noRetry(): void; +} +interface ScheduledController { + readonly scheduledTime: number; + readonly cron: string; + noRetry(): void; +} +interface QueuingStrategy { + highWaterMark?: (number | bigint); + size?: (chunk: T) => number | bigint; +} +interface UnderlyingSink { + type?: string; + start?: (controller: WritableStreamDefaultController) => void | Promise; + write?: (chunk: W, controller: WritableStreamDefaultController) => void | Promise; + abort?: (reason: any) => void | Promise; + close?: () => void | Promise; +} +interface UnderlyingByteSource { + type: "bytes"; + autoAllocateChunkSize?: number; + start?: (controller: ReadableByteStreamController) => void | Promise; + pull?: (controller: ReadableByteStreamController) => void | Promise; + cancel?: (reason: any) => void | Promise; +} +interface UnderlyingSource { + type?: "" | undefined; + start?: (controller: ReadableStreamDefaultController) => void | Promise; + pull?: (controller: ReadableStreamDefaultController) => void | Promise; + cancel?: (reason: any) => void | Promise; + expectedLength?: (number | bigint); +} +interface Transformer { + readableType?: string; + writableType?: string; + start?: (controller: TransformStreamDefaultController) => void | Promise; + transform?: (chunk: I, controller: TransformStreamDefaultController) => void | Promise; + flush?: (controller: TransformStreamDefaultController) => void | Promise; + cancel?: (reason: any) => void | Promise; + expectedLength?: number; +} +interface StreamPipeOptions { + preventAbort?: boolean; + preventCancel?: boolean; + /** + * Pipes this readable stream to a given writable stream destination. The way in which the piping process behaves under various error conditions can be customized with a number of passed options. It returns a promise that fulfills when the piping process completes successfully, or rejects if any errors were encountered. + * + * Piping a stream will lock it for the duration of the pipe, preventing any other consumer from acquiring a reader. + * + * Errors and closures of the source and destination streams propagate as follows: + * + * An error in this source readable stream will abort destination, unless preventAbort is truthy. The returned promise will be rejected with the source's error, or with any error that occurs during aborting the destination. + * + * An error in destination will cancel this source readable stream, unless preventCancel is truthy. The returned promise will be rejected with the destination's error, or with any error that occurs during canceling the source. + * + * When this source readable stream closes, destination will be closed, unless preventClose is truthy. The returned promise will be fulfilled once this process completes, unless an error is encountered while closing the destination, in which case it will be rejected with that error. + * + * If destination starts out closed or closing, this source readable stream will be canceled, unless preventCancel is true. The returned promise will be rejected with an error indicating piping to a closed stream failed, or with any error that occurs during canceling the source. + * + * The signal option can be set to an AbortSignal to allow aborting an ongoing pipe operation via the corresponding AbortController. In this case, this source readable stream will be canceled, and destination aborted, unless the respective options preventCancel or preventAbort are set. + */ + preventClose?: boolean; + signal?: AbortSignal; +} +type ReadableStreamReadResult = { + done: false; + value: R; +} | { + done: true; + value?: undefined; +}; +/** + * The `ReadableStream` interface of the Streams API represents a readable stream of byte data. + * + * [MDN Reference](https://developer.mozilla.org/docs/Web/API/ReadableStream) + */ +interface ReadableStream { + /** + * The **`locked`** read-only property of the ReadableStream interface returns whether or not the readable stream is locked to a reader. + * + * [MDN Reference](https://developer.mozilla.org/docs/Web/API/ReadableStream/locked) + */ + get locked(): boolean; + /** + * The **`cancel()`** method of the ReadableStream interface returns a Promise that resolves when the stream is canceled. + * + * [MDN Reference](https://developer.mozilla.org/docs/Web/API/ReadableStream/cancel) + */ + cancel(reason?: any): Promise; + /** + * The **`getReader()`** method of the ReadableStream interface creates a reader and locks the stream to it. + * + * [MDN Reference](https://developer.mozilla.org/docs/Web/API/ReadableStream/getReader) + */ + getReader(): ReadableStreamDefaultReader; + /** + * The **`getReader()`** method of the ReadableStream interface creates a reader and locks the stream to it. + * + * [MDN Reference](https://developer.mozilla.org/docs/Web/API/ReadableStream/getReader) + */ + getReader(options: ReadableStreamGetReaderOptions): ReadableStreamBYOBReader; + /** + * The **`pipeThrough()`** method of the ReadableStream interface provides a chainable way of piping the current stream through a transform stream or any other writable/readable pair. + * + * [MDN Reference](https://developer.mozilla.org/docs/Web/API/ReadableStream/pipeThrough) + */ + pipeThrough(transform: ReadableWritablePair, options?: StreamPipeOptions): ReadableStream; + /** + * The **`pipeTo()`** method of the ReadableStream interface pipes the current `ReadableStream` to a given WritableStream and returns a Promise that fulfills when the piping process completes successfully, or rejects if any errors were encountered. + * + * [MDN Reference](https://developer.mozilla.org/docs/Web/API/ReadableStream/pipeTo) + */ + pipeTo(destination: WritableStream, options?: StreamPipeOptions): Promise; + /** + * The **`tee()`** method of the two-element array containing the two resulting branches as new ReadableStream instances. + * + * [MDN Reference](https://developer.mozilla.org/docs/Web/API/ReadableStream/tee) + */ + tee(): [ + ReadableStream, + ReadableStream + ]; + values(options?: ReadableStreamValuesOptions): AsyncIterableIterator; + [Symbol.asyncIterator](options?: ReadableStreamValuesOptions): AsyncIterableIterator; +} +/** + * The `ReadableStream` interface of the Streams API represents a readable stream of byte data. + * + * [MDN Reference](https://developer.mozilla.org/docs/Web/API/ReadableStream) + */ +declare const ReadableStream: { + prototype: ReadableStream; + new (underlyingSource: UnderlyingByteSource, strategy?: QueuingStrategy): ReadableStream; + new (underlyingSource?: UnderlyingSource, strategy?: QueuingStrategy): ReadableStream; +}; +/** + * The **`ReadableStreamDefaultReader`** interface of the Streams API represents a default reader that can be used to read stream data supplied from a network (such as a fetch request). + * + * [MDN Reference](https://developer.mozilla.org/docs/Web/API/ReadableStreamDefaultReader) + */ +declare class ReadableStreamDefaultReader { + constructor(stream: ReadableStream); + get closed(): Promise; + cancel(reason?: any): Promise; + /** + * The **`read()`** method of the ReadableStreamDefaultReader interface returns a Promise providing access to the next chunk in the stream's internal queue. + * + * [MDN Reference](https://developer.mozilla.org/docs/Web/API/ReadableStreamDefaultReader/read) + */ + read(): Promise>; + /** + * The **`releaseLock()`** method of the ReadableStreamDefaultReader interface releases the reader's lock on the stream. + * + * [MDN Reference](https://developer.mozilla.org/docs/Web/API/ReadableStreamDefaultReader/releaseLock) + */ + releaseLock(): void; +} +/** + * The `ReadableStreamBYOBReader` interface of the Streams API defines a reader for a ReadableStream that supports zero-copy reading from an underlying byte source. + * + * [MDN Reference](https://developer.mozilla.org/docs/Web/API/ReadableStreamBYOBReader) + */ +declare class ReadableStreamBYOBReader { + constructor(stream: ReadableStream); + get closed(): Promise; + cancel(reason?: any): Promise; + /** + * The **`read()`** method of the ReadableStreamBYOBReader interface is used to read data into a view on a user-supplied buffer from an associated readable byte stream. + * + * [MDN Reference](https://developer.mozilla.org/docs/Web/API/ReadableStreamBYOBReader/read) + */ + read(view: T): Promise>; + /** + * The **`releaseLock()`** method of the ReadableStreamBYOBReader interface releases the reader's lock on the stream. + * + * [MDN Reference](https://developer.mozilla.org/docs/Web/API/ReadableStreamBYOBReader/releaseLock) + */ + releaseLock(): void; + readAtLeast(minElements: number, view: T): Promise>; +} +interface ReadableStreamBYOBReaderReadableStreamBYOBReaderReadOptions { + min?: number; +} +interface ReadableStreamGetReaderOptions { + /** + * Creates a ReadableStreamBYOBReader and locks the stream to the new reader. + * + * This call behaves the same way as the no-argument variant, except that it only works on readable byte streams, i.e. streams which were constructed specifically with the ability to handle "bring your own buffer" reading. The returned BYOB reader provides the ability to directly read individual chunks from the stream via its read() method, into developer-supplied buffers, allowing more precise control over allocation. + */ + mode: "byob"; +} +/** + * The **`ReadableStreamBYOBRequest`** interface of the Streams API represents a 'pull request' for data from an underlying source that will made as a zero-copy transfer to a consumer (bypassing the stream's internal queues). + * + * [MDN Reference](https://developer.mozilla.org/docs/Web/API/ReadableStreamBYOBRequest) + */ +declare abstract class ReadableStreamBYOBRequest { + /** + * The **`view`** getter property of the ReadableStreamBYOBRequest interface returns the current view. + * + * [MDN Reference](https://developer.mozilla.org/docs/Web/API/ReadableStreamBYOBRequest/view) + */ + get view(): Uint8Array | null; + /** + * The **`respond()`** method of the ReadableStreamBYOBRequest interface is used to signal to the associated readable byte stream that the specified number of bytes were written into the ReadableStreamBYOBRequest.view. + * + * [MDN Reference](https://developer.mozilla.org/docs/Web/API/ReadableStreamBYOBRequest/respond) + */ + respond(bytesWritten: number): void; + /** + * The **`respondWithNewView()`** method of the ReadableStreamBYOBRequest interface specifies a new view that the consumer of the associated readable byte stream should write to instead of ReadableStreamBYOBRequest.view. + * + * [MDN Reference](https://developer.mozilla.org/docs/Web/API/ReadableStreamBYOBRequest/respondWithNewView) + */ + respondWithNewView(view: ArrayBuffer | ArrayBufferView): void; + get atLeast(): number | null; +} +/** + * The **`ReadableStreamDefaultController`** interface of the Streams API represents a controller allowing control of a ReadableStream's state and internal queue. + * + * [MDN Reference](https://developer.mozilla.org/docs/Web/API/ReadableStreamDefaultController) + */ +declare abstract class ReadableStreamDefaultController { + /** + * The **`desiredSize`** read-only property of the required to fill the stream's internal queue. + * + * [MDN Reference](https://developer.mozilla.org/docs/Web/API/ReadableStreamDefaultController/desiredSize) + */ + get desiredSize(): number | null; + /** + * The **`close()`** method of the ReadableStreamDefaultController interface closes the associated stream. + * + * [MDN Reference](https://developer.mozilla.org/docs/Web/API/ReadableStreamDefaultController/close) + */ + close(): void; + /** + * The **`enqueue()`** method of the ```js-nolint enqueue(chunk) ``` - `chunk` - : The chunk to enqueue. + * + * [MDN Reference](https://developer.mozilla.org/docs/Web/API/ReadableStreamDefaultController/enqueue) + */ + enqueue(chunk?: R): void; + /** + * The **`error()`** method of the with the associated stream to error. + * + * [MDN Reference](https://developer.mozilla.org/docs/Web/API/ReadableStreamDefaultController/error) + */ + error(reason: any): void; +} +/** + * The **`ReadableByteStreamController`** interface of the Streams API represents a controller for a readable byte stream. + * + * [MDN Reference](https://developer.mozilla.org/docs/Web/API/ReadableByteStreamController) + */ +declare abstract class ReadableByteStreamController { + /** + * The **`byobRequest`** read-only property of the ReadableByteStreamController interface returns the current BYOB request, or `null` if there are no pending requests. + * + * [MDN Reference](https://developer.mozilla.org/docs/Web/API/ReadableByteStreamController/byobRequest) + */ + get byobRequest(): ReadableStreamBYOBRequest | null; + /** + * The **`desiredSize`** read-only property of the ReadableByteStreamController interface returns the number of bytes required to fill the stream's internal queue to its 'desired size'. + * + * [MDN Reference](https://developer.mozilla.org/docs/Web/API/ReadableByteStreamController/desiredSize) + */ + get desiredSize(): number | null; + /** + * The **`close()`** method of the ReadableByteStreamController interface closes the associated stream. + * + * [MDN Reference](https://developer.mozilla.org/docs/Web/API/ReadableByteStreamController/close) + */ + close(): void; + /** + * The **`enqueue()`** method of the ReadableByteStreamController interface enqueues a given chunk on the associated readable byte stream (the chunk is copied into the stream's internal queues). + * + * [MDN Reference](https://developer.mozilla.org/docs/Web/API/ReadableByteStreamController/enqueue) + */ + enqueue(chunk: ArrayBuffer | ArrayBufferView): void; + /** + * The **`error()`** method of the ReadableByteStreamController interface causes any future interactions with the associated stream to error with the specified reason. + * + * [MDN Reference](https://developer.mozilla.org/docs/Web/API/ReadableByteStreamController/error) + */ + error(reason: any): void; +} +/** + * The **`WritableStreamDefaultController`** interface of the Streams API represents a controller allowing control of a WritableStream's state. + * + * [MDN Reference](https://developer.mozilla.org/docs/Web/API/WritableStreamDefaultController) + */ +declare abstract class WritableStreamDefaultController { + /** + * The read-only **`signal`** property of the WritableStreamDefaultController interface returns the AbortSignal associated with the controller. + * + * [MDN Reference](https://developer.mozilla.org/docs/Web/API/WritableStreamDefaultController/signal) + */ + get signal(): AbortSignal; + /** + * The **`error()`** method of the with the associated stream to error. + * + * [MDN Reference](https://developer.mozilla.org/docs/Web/API/WritableStreamDefaultController/error) + */ + error(reason?: any): void; +} +/** + * The **`TransformStreamDefaultController`** interface of the Streams API provides methods to manipulate the associated ReadableStream and WritableStream. + * + * [MDN Reference](https://developer.mozilla.org/docs/Web/API/TransformStreamDefaultController) + */ +declare abstract class TransformStreamDefaultController { + /** + * The **`desiredSize`** read-only property of the TransformStreamDefaultController interface returns the desired size to fill the queue of the associated ReadableStream. + * + * [MDN Reference](https://developer.mozilla.org/docs/Web/API/TransformStreamDefaultController/desiredSize) + */ + get desiredSize(): number | null; + /** + * The **`enqueue()`** method of the TransformStreamDefaultController interface enqueues the given chunk in the readable side of the stream. + * + * [MDN Reference](https://developer.mozilla.org/docs/Web/API/TransformStreamDefaultController/enqueue) + */ + enqueue(chunk?: O): void; + /** + * The **`error()`** method of the TransformStreamDefaultController interface errors both sides of the stream. + * + * [MDN Reference](https://developer.mozilla.org/docs/Web/API/TransformStreamDefaultController/error) + */ + error(reason: any): void; + /** + * The **`terminate()`** method of the TransformStreamDefaultController interface closes the readable side and errors the writable side of the stream. + * + * [MDN Reference](https://developer.mozilla.org/docs/Web/API/TransformStreamDefaultController/terminate) + */ + terminate(): void; +} +interface ReadableWritablePair { + readable: ReadableStream; + /** + * Provides a convenient, chainable way of piping this readable stream through a transform stream (or any other { writable, readable } pair). It simply pipes the stream into the writable side of the supplied pair, and returns the readable side for further use. + * + * Piping a stream will lock it for the duration of the pipe, preventing any other consumer from acquiring a reader. + */ + writable: WritableStream; +} +/** + * The **`WritableStream`** interface of the Streams API provides a standard abstraction for writing streaming data to a destination, known as a sink. + * + * [MDN Reference](https://developer.mozilla.org/docs/Web/API/WritableStream) + */ +declare class WritableStream { + constructor(underlyingSink?: UnderlyingSink, queuingStrategy?: QueuingStrategy); + /** + * The **`locked`** read-only property of the WritableStream interface returns a boolean indicating whether the `WritableStream` is locked to a writer. + * + * [MDN Reference](https://developer.mozilla.org/docs/Web/API/WritableStream/locked) + */ + get locked(): boolean; + /** + * The **`abort()`** method of the WritableStream interface aborts the stream, signaling that the producer can no longer successfully write to the stream and it is to be immediately moved to an error state, with any queued writes discarded. + * + * [MDN Reference](https://developer.mozilla.org/docs/Web/API/WritableStream/abort) + */ + abort(reason?: any): Promise; + /** + * The **`close()`** method of the WritableStream interface closes the associated stream. + * + * [MDN Reference](https://developer.mozilla.org/docs/Web/API/WritableStream/close) + */ + close(): Promise; + /** + * The **`getWriter()`** method of the WritableStream interface returns a new instance of WritableStreamDefaultWriter and locks the stream to that instance. + * + * [MDN Reference](https://developer.mozilla.org/docs/Web/API/WritableStream/getWriter) + */ + getWriter(): WritableStreamDefaultWriter; +} +/** + * The **`WritableStreamDefaultWriter`** interface of the Streams API is the object returned by WritableStream.getWriter() and once created locks the writer to the `WritableStream` ensuring that no other streams can write to the underlying sink. + * + * [MDN Reference](https://developer.mozilla.org/docs/Web/API/WritableStreamDefaultWriter) + */ +declare class WritableStreamDefaultWriter { + constructor(stream: WritableStream); + /** + * The **`closed`** read-only property of the the stream errors or the writer's lock is released. + * + * [MDN Reference](https://developer.mozilla.org/docs/Web/API/WritableStreamDefaultWriter/closed) + */ + get closed(): Promise; + /** + * The **`ready`** read-only property of the that resolves when the desired size of the stream's internal queue transitions from non-positive to positive, signaling that it is no longer applying backpressure. + * + * [MDN Reference](https://developer.mozilla.org/docs/Web/API/WritableStreamDefaultWriter/ready) + */ + get ready(): Promise; + /** + * The **`desiredSize`** read-only property of the to fill the stream's internal queue. + * + * [MDN Reference](https://developer.mozilla.org/docs/Web/API/WritableStreamDefaultWriter/desiredSize) + */ + get desiredSize(): number | null; + /** + * The **`abort()`** method of the the producer can no longer successfully write to the stream and it is to be immediately moved to an error state, with any queued writes discarded. + * + * [MDN Reference](https://developer.mozilla.org/docs/Web/API/WritableStreamDefaultWriter/abort) + */ + abort(reason?: any): Promise; + /** + * The **`close()`** method of the stream. + * + * [MDN Reference](https://developer.mozilla.org/docs/Web/API/WritableStreamDefaultWriter/close) + */ + close(): Promise; + /** + * The **`write()`** method of the operation. + * + * [MDN Reference](https://developer.mozilla.org/docs/Web/API/WritableStreamDefaultWriter/write) + */ + write(chunk?: W): Promise; + /** + * The **`releaseLock()`** method of the corresponding stream. + * + * [MDN Reference](https://developer.mozilla.org/docs/Web/API/WritableStreamDefaultWriter/releaseLock) + */ + releaseLock(): void; +} +/** + * The **`TransformStream`** interface of the Streams API represents a concrete implementation of the pipe chain _transform stream_ concept. + * + * [MDN Reference](https://developer.mozilla.org/docs/Web/API/TransformStream) + */ +declare class TransformStream { + constructor(transformer?: Transformer, writableStrategy?: QueuingStrategy, readableStrategy?: QueuingStrategy); + /** + * The **`readable`** read-only property of the TransformStream interface returns the ReadableStream instance controlled by this `TransformStream`. + * + * [MDN Reference](https://developer.mozilla.org/docs/Web/API/TransformStream/readable) + */ + get readable(): ReadableStream; + /** + * The **`writable`** read-only property of the TransformStream interface returns the WritableStream instance controlled by this `TransformStream`. + * + * [MDN Reference](https://developer.mozilla.org/docs/Web/API/TransformStream/writable) + */ + get writable(): WritableStream; +} +declare class FixedLengthStream extends IdentityTransformStream { + constructor(expectedLength: number | bigint, queuingStrategy?: IdentityTransformStreamQueuingStrategy); +} +declare class IdentityTransformStream extends TransformStream { + constructor(queuingStrategy?: IdentityTransformStreamQueuingStrategy); +} +interface IdentityTransformStreamQueuingStrategy { + highWaterMark?: (number | bigint); +} +interface ReadableStreamValuesOptions { + preventCancel?: boolean; +} +/** + * The **`CompressionStream`** interface of the Compression Streams API is an API for compressing a stream of data. + * + * [MDN Reference](https://developer.mozilla.org/docs/Web/API/CompressionStream) + */ +declare class CompressionStream extends TransformStream { + constructor(format: "gzip" | "deflate" | "deflate-raw"); +} +/** + * The **`DecompressionStream`** interface of the Compression Streams API is an API for decompressing a stream of data. + * + * [MDN Reference](https://developer.mozilla.org/docs/Web/API/DecompressionStream) + */ +declare class DecompressionStream extends TransformStream { + constructor(format: "gzip" | "deflate" | "deflate-raw"); +} +/** + * The **`TextEncoderStream`** interface of the Encoding API converts a stream of strings into bytes in the UTF-8 encoding. + * + * [MDN Reference](https://developer.mozilla.org/docs/Web/API/TextEncoderStream) + */ +declare class TextEncoderStream extends TransformStream { + constructor(); + get encoding(): string; +} +/** + * The **`TextDecoderStream`** interface of the Encoding API converts a stream of text in a binary encoding, such as UTF-8 etc., to a stream of strings. + * + * [MDN Reference](https://developer.mozilla.org/docs/Web/API/TextDecoderStream) + */ +declare class TextDecoderStream extends TransformStream { + constructor(label?: string, options?: TextDecoderStreamTextDecoderStreamInit); + get encoding(): string; + get fatal(): boolean; + get ignoreBOM(): boolean; +} +interface TextDecoderStreamTextDecoderStreamInit { + fatal?: boolean; + ignoreBOM?: boolean; +} +/** + * The **`ByteLengthQueuingStrategy`** interface of the Streams API provides a built-in byte length queuing strategy that can be used when constructing streams. + * + * [MDN Reference](https://developer.mozilla.org/docs/Web/API/ByteLengthQueuingStrategy) + */ +declare class ByteLengthQueuingStrategy implements QueuingStrategy { + constructor(init: QueuingStrategyInit); + /** + * The read-only **`ByteLengthQueuingStrategy.highWaterMark`** property returns the total number of bytes that can be contained in the internal queue before backpressure is applied. + * + * [MDN Reference](https://developer.mozilla.org/docs/Web/API/ByteLengthQueuingStrategy/highWaterMark) + */ + get highWaterMark(): number; + /* [MDN Reference](https://developer.mozilla.org/docs/Web/API/ByteLengthQueuingStrategy/size) */ + get size(): (chunk?: any) => number; +} +/** + * The **`CountQueuingStrategy`** interface of the Streams API provides a built-in chunk counting queuing strategy that can be used when constructing streams. + * + * [MDN Reference](https://developer.mozilla.org/docs/Web/API/CountQueuingStrategy) + */ +declare class CountQueuingStrategy implements QueuingStrategy { + constructor(init: QueuingStrategyInit); + /** + * The read-only **`CountQueuingStrategy.highWaterMark`** property returns the total number of chunks that can be contained in the internal queue before backpressure is applied. + * + * [MDN Reference](https://developer.mozilla.org/docs/Web/API/CountQueuingStrategy/highWaterMark) + */ + get highWaterMark(): number; + /* [MDN Reference](https://developer.mozilla.org/docs/Web/API/CountQueuingStrategy/size) */ + get size(): (chunk?: any) => number; +} +interface QueuingStrategyInit { + /** + * Creates a new ByteLengthQueuingStrategy with the provided high water mark. + * + * Note that the provided high water mark will not be validated ahead of time. Instead, if it is negative, NaN, or not a number, the resulting ByteLengthQueuingStrategy will cause the corresponding stream constructor to throw. + */ + highWaterMark: number; +} +interface TracePreviewInfo { + id: string; + slug: string; + name: string; +} +interface ScriptVersion { + id?: string; + tag?: string; + message?: string; +} +declare abstract class TailEvent extends ExtendableEvent { + readonly events: TraceItem[]; + readonly traces: TraceItem[]; +} +interface TraceItem { + readonly event: (TraceItemFetchEventInfo | TraceItemJsRpcEventInfo | TraceItemConnectEventInfo | TraceItemScheduledEventInfo | TraceItemAlarmEventInfo | TraceItemQueueEventInfo | TraceItemEmailEventInfo | TraceItemTailEventInfo | TraceItemCustomEventInfo | TraceItemHibernatableWebSocketEventInfo) | null; + readonly eventTimestamp: number | null; + readonly logs: TraceLog[]; + readonly exceptions: TraceException[]; + readonly diagnosticsChannelEvents: TraceDiagnosticChannelEvent[]; + readonly scriptName: string | null; + readonly entrypoint?: string; + readonly scriptVersion?: ScriptVersion; + readonly dispatchNamespace?: string; + readonly scriptTags?: string[]; + readonly tailAttributes?: Record; + readonly preview?: TracePreviewInfo; + readonly durableObjectId?: string; + readonly outcome: string; + readonly executionModel: string; + readonly truncated: boolean; + readonly cpuTime: number; + readonly wallTime: number; +} +interface TraceItemAlarmEventInfo { + readonly scheduledTime: Date; +} +interface TraceItemConnectEventInfo { +} +interface TraceItemCustomEventInfo { +} +interface TraceItemScheduledEventInfo { + readonly scheduledTime: number; + readonly cron: string; +} +interface TraceItemQueueEventInfo { + readonly queue: string; + readonly batchSize: number; +} +interface TraceItemEmailEventInfo { + readonly mailFrom: string; + readonly rcptTo: string; + readonly rawSize: number; +} +interface TraceItemTailEventInfo { + readonly consumedEvents: TraceItemTailEventInfoTailItem[]; +} +interface TraceItemTailEventInfoTailItem { + readonly scriptName: string | null; +} +interface TraceItemFetchEventInfo { + readonly response?: TraceItemFetchEventInfoResponse; + readonly request: TraceItemFetchEventInfoRequest; +} +interface TraceItemFetchEventInfoRequest { + readonly cf?: any; + readonly headers: Record; + readonly method: string; + readonly url: string; + getUnredacted(): TraceItemFetchEventInfoRequest; +} +interface TraceItemFetchEventInfoResponse { + readonly status: number; +} +interface TraceItemJsRpcEventInfo { + readonly rpcMethod: string; +} +interface TraceItemHibernatableWebSocketEventInfo { + readonly getWebSocketEvent: TraceItemHibernatableWebSocketEventInfoMessage | TraceItemHibernatableWebSocketEventInfoClose | TraceItemHibernatableWebSocketEventInfoError; +} +interface TraceItemHibernatableWebSocketEventInfoMessage { + readonly webSocketEventType: string; +} +interface TraceItemHibernatableWebSocketEventInfoClose { + readonly webSocketEventType: string; + readonly code: number; + readonly wasClean: boolean; +} +interface TraceItemHibernatableWebSocketEventInfoError { + readonly webSocketEventType: string; +} +interface TraceLog { + readonly timestamp: number; + readonly level: string; + readonly message: any; +} +interface TraceException { + readonly timestamp: number; + readonly message: string; + readonly name: string; + readonly stack?: string; +} +interface TraceDiagnosticChannelEvent { + readonly timestamp: number; + readonly channel: string; + readonly message: any; +} +interface TraceMetrics { + readonly cpuTime: number; + readonly wallTime: number; +} +interface UnsafeTraceMetrics { + fromTrace(item: TraceItem): TraceMetrics; +} +/** + * The **`URL`** interface is used to parse, construct, normalize, and encode URL. + * + * [MDN Reference](https://developer.mozilla.org/docs/Web/API/URL) + */ +declare class URL { + constructor(url: string | URL, base?: string | URL); + /** + * The **`origin`** read-only property of the URL interface returns a string containing the Unicode serialization of the origin of the represented URL. + * + * [MDN Reference](https://developer.mozilla.org/docs/Web/API/URL/origin) + */ + get origin(): string; + /** + * The **`href`** property of the URL interface is a string containing the whole URL. + * + * [MDN Reference](https://developer.mozilla.org/docs/Web/API/URL/href) + */ + get href(): string; + /** + * The **`href`** property of the URL interface is a string containing the whole URL. + * + * [MDN Reference](https://developer.mozilla.org/docs/Web/API/URL/href) + */ + set href(value: string); + /** + * The **`protocol`** property of the URL interface is a string containing the protocol or scheme of the URL, including the final `':'`. + * + * [MDN Reference](https://developer.mozilla.org/docs/Web/API/URL/protocol) + */ + get protocol(): string; + /** + * The **`protocol`** property of the URL interface is a string containing the protocol or scheme of the URL, including the final `':'`. + * + * [MDN Reference](https://developer.mozilla.org/docs/Web/API/URL/protocol) + */ + set protocol(value: string); + /** + * The **`username`** property of the URL interface is a string containing the username component of the URL. + * + * [MDN Reference](https://developer.mozilla.org/docs/Web/API/URL/username) + */ + get username(): string; + /** + * The **`username`** property of the URL interface is a string containing the username component of the URL. + * + * [MDN Reference](https://developer.mozilla.org/docs/Web/API/URL/username) + */ + set username(value: string); + /** + * The **`password`** property of the URL interface is a string containing the password component of the URL. + * + * [MDN Reference](https://developer.mozilla.org/docs/Web/API/URL/password) + */ + get password(): string; + /** + * The **`password`** property of the URL interface is a string containing the password component of the URL. + * + * [MDN Reference](https://developer.mozilla.org/docs/Web/API/URL/password) + */ + set password(value: string); + /** + * The **`host`** property of the URL interface is a string containing the host, which is the URL.hostname, and then, if the port of the URL is nonempty, a `':'`, followed by the URL.port of the URL. + * + * [MDN Reference](https://developer.mozilla.org/docs/Web/API/URL/host) + */ + get host(): string; + /** + * The **`host`** property of the URL interface is a string containing the host, which is the URL.hostname, and then, if the port of the URL is nonempty, a `':'`, followed by the URL.port of the URL. + * + * [MDN Reference](https://developer.mozilla.org/docs/Web/API/URL/host) + */ + set host(value: string); + /** + * The **`hostname`** property of the URL interface is a string containing either the domain name or IP address of the URL. + * + * [MDN Reference](https://developer.mozilla.org/docs/Web/API/URL/hostname) + */ + get hostname(): string; + /** + * The **`hostname`** property of the URL interface is a string containing either the domain name or IP address of the URL. + * + * [MDN Reference](https://developer.mozilla.org/docs/Web/API/URL/hostname) + */ + set hostname(value: string); + /** + * The **`port`** property of the URL interface is a string containing the port number of the URL. + * + * [MDN Reference](https://developer.mozilla.org/docs/Web/API/URL/port) + */ + get port(): string; + /** + * The **`port`** property of the URL interface is a string containing the port number of the URL. + * + * [MDN Reference](https://developer.mozilla.org/docs/Web/API/URL/port) + */ + set port(value: string); + /** + * The **`pathname`** property of the URL interface represents a location in a hierarchical structure. + * + * [MDN Reference](https://developer.mozilla.org/docs/Web/API/URL/pathname) + */ + get pathname(): string; + /** + * The **`pathname`** property of the URL interface represents a location in a hierarchical structure. + * + * [MDN Reference](https://developer.mozilla.org/docs/Web/API/URL/pathname) + */ + set pathname(value: string); + /** + * The **`search`** property of the URL interface is a search string, also called a _query string_, that is a string containing a `'?'` followed by the parameters of the URL. + * + * [MDN Reference](https://developer.mozilla.org/docs/Web/API/URL/search) + */ + get search(): string; + /** + * The **`search`** property of the URL interface is a search string, also called a _query string_, that is a string containing a `'?'` followed by the parameters of the URL. + * + * [MDN Reference](https://developer.mozilla.org/docs/Web/API/URL/search) + */ + set search(value: string); + /** + * The **`hash`** property of the URL interface is a string containing a `'#'` followed by the fragment identifier of the URL. + * + * [MDN Reference](https://developer.mozilla.org/docs/Web/API/URL/hash) + */ + get hash(): string; + /** + * The **`hash`** property of the URL interface is a string containing a `'#'` followed by the fragment identifier of the URL. + * + * [MDN Reference](https://developer.mozilla.org/docs/Web/API/URL/hash) + */ + set hash(value: string); + /** + * The **`searchParams`** read-only property of the access to the [MISSING: httpmethod('GET')] decoded query arguments contained in the URL. + * + * [MDN Reference](https://developer.mozilla.org/docs/Web/API/URL/searchParams) + */ + get searchParams(): URLSearchParams; + /** + * The **`toJSON()`** method of the URL interface returns a string containing a serialized version of the URL, although in practice it seems to have the same effect as ```js-nolint toJSON() ``` None. + * + * [MDN Reference](https://developer.mozilla.org/docs/Web/API/URL/toJSON) + */ + toJSON(): string; + /*function toString() { [native code] }*/ + toString(): string; + /** + * The **`URL.canParse()`** static method of the URL interface returns a boolean indicating whether or not an absolute URL, or a relative URL combined with a base URL, are parsable and valid. + * + * [MDN Reference](https://developer.mozilla.org/docs/Web/API/URL/canParse_static) + */ + static canParse(url: string, base?: string): boolean; + /** + * The **`URL.parse()`** static method of the URL interface returns a newly created URL object representing the URL defined by the parameters. + * + * [MDN Reference](https://developer.mozilla.org/docs/Web/API/URL/parse_static) + */ + static parse(url: string, base?: string): URL | null; + /** + * The **`createObjectURL()`** static method of the URL interface creates a string containing a URL representing the object given in the parameter. + * + * [MDN Reference](https://developer.mozilla.org/docs/Web/API/URL/createObjectURL_static) + */ + static createObjectURL(object: File | Blob): string; + /** + * The **`revokeObjectURL()`** static method of the URL interface releases an existing object URL which was previously created by calling Call this method when you've finished using an object URL to let the browser know not to keep the reference to the file any longer. + * + * [MDN Reference](https://developer.mozilla.org/docs/Web/API/URL/revokeObjectURL_static) + */ + static revokeObjectURL(object_url: string): void; +} +/** + * The **`URLSearchParams`** interface defines utility methods to work with the query string of a URL. + * + * [MDN Reference](https://developer.mozilla.org/docs/Web/API/URLSearchParams) + */ +declare class URLSearchParams { + constructor(init?: (Iterable> | Record | string)); + /** + * The **`size`** read-only property of the URLSearchParams interface indicates the total number of search parameter entries. + * + * [MDN Reference](https://developer.mozilla.org/docs/Web/API/URLSearchParams/size) + */ + get size(): number; + /** + * The **`append()`** method of the URLSearchParams interface appends a specified key/value pair as a new search parameter. + * + * [MDN Reference](https://developer.mozilla.org/docs/Web/API/URLSearchParams/append) + */ + append(name: string, value: string): void; + /** + * The **`delete()`** method of the URLSearchParams interface deletes specified parameters and their associated value(s) from the list of all search parameters. + * + * [MDN Reference](https://developer.mozilla.org/docs/Web/API/URLSearchParams/delete) + */ + delete(name: string, value?: string): void; + /** + * The **`get()`** method of the URLSearchParams interface returns the first value associated to the given search parameter. + * + * [MDN Reference](https://developer.mozilla.org/docs/Web/API/URLSearchParams/get) + */ + get(name: string): string | null; + /** + * The **`getAll()`** method of the URLSearchParams interface returns all the values associated with a given search parameter as an array. + * + * [MDN Reference](https://developer.mozilla.org/docs/Web/API/URLSearchParams/getAll) + */ + getAll(name: string): string[]; + /** + * The **`has()`** method of the URLSearchParams interface returns a boolean value that indicates whether the specified parameter is in the search parameters. + * + * [MDN Reference](https://developer.mozilla.org/docs/Web/API/URLSearchParams/has) + */ + has(name: string, value?: string): boolean; + /** + * The **`set()`** method of the URLSearchParams interface sets the value associated with a given search parameter to the given value. + * + * [MDN Reference](https://developer.mozilla.org/docs/Web/API/URLSearchParams/set) + */ + set(name: string, value: string): void; + /** + * The **`URLSearchParams.sort()`** method sorts all key/value pairs contained in this object in place and returns `undefined`. + * + * [MDN Reference](https://developer.mozilla.org/docs/Web/API/URLSearchParams/sort) + */ + sort(): void; + /* Returns an array of key, value pairs for every entry in the search params. */ + entries(): IterableIterator<[ + key: string, + value: string + ]>; + /* Returns a list of keys in the search params. */ + keys(): IterableIterator; + /* Returns a list of values in the search params. */ + values(): IterableIterator; + forEach(callback: (this: This, value: string, key: string, parent: URLSearchParams) => void, thisArg?: This): void; + /*function toString() { [native code] }*/ + toString(): string; + [Symbol.iterator](): IterableIterator<[ + key: string, + value: string + ]>; +} +declare class URLPattern { + constructor(input?: (string | URLPatternInit), baseURL?: (string | URLPatternOptions), patternOptions?: URLPatternOptions); + get protocol(): string; + get username(): string; + get password(): string; + get hostname(): string; + get port(): string; + get pathname(): string; + get search(): string; + get hash(): string; + get hasRegExpGroups(): boolean; + test(input?: (string | URLPatternInit), baseURL?: string): boolean; + exec(input?: (string | URLPatternInit), baseURL?: string): URLPatternResult | null; +} +interface URLPatternInit { + protocol?: string; + username?: string; + password?: string; + hostname?: string; + port?: string; + pathname?: string; + search?: string; + hash?: string; + baseURL?: string; +} +interface URLPatternComponentResult { + input: string; + groups: Record; +} +interface URLPatternResult { + inputs: (string | URLPatternInit)[]; + protocol: URLPatternComponentResult; + username: URLPatternComponentResult; + password: URLPatternComponentResult; + hostname: URLPatternComponentResult; + port: URLPatternComponentResult; + pathname: URLPatternComponentResult; + search: URLPatternComponentResult; + hash: URLPatternComponentResult; +} +interface URLPatternOptions { + ignoreCase?: boolean; +} +/** + * A `CloseEvent` is sent to clients using WebSockets when the connection is closed. + * + * [MDN Reference](https://developer.mozilla.org/docs/Web/API/CloseEvent) + */ +declare class CloseEvent extends Event { + constructor(type: string, initializer?: CloseEventInit); + /** + * The **`code`** read-only property of the CloseEvent interface returns a WebSocket connection close code indicating the reason the connection was closed. + * + * [MDN Reference](https://developer.mozilla.org/docs/Web/API/CloseEvent/code) + */ + readonly code: number; + /** + * The **`reason`** read-only property of the CloseEvent interface returns the WebSocket connection close reason the server gave for closing the connection; that is, a concise human-readable prose explanation for the closure. + * + * [MDN Reference](https://developer.mozilla.org/docs/Web/API/CloseEvent/reason) + */ + readonly reason: string; + /** + * The **`wasClean`** read-only property of the CloseEvent interface returns `true` if the connection closed cleanly. + * + * [MDN Reference](https://developer.mozilla.org/docs/Web/API/CloseEvent/wasClean) + */ + readonly wasClean: boolean; +} +interface CloseEventInit { + code?: number; + reason?: string; + wasClean?: boolean; +} +type WebSocketEventMap = { + close: CloseEvent; + message: MessageEvent; + open: Event; + error: ErrorEvent; +}; +/** + * The `WebSocket` object provides the API for creating and managing a WebSocket connection to a server, as well as for sending and receiving data on the connection. + * + * [MDN Reference](https://developer.mozilla.org/docs/Web/API/WebSocket) + */ +declare var WebSocket: { + prototype: WebSocket; + new (url: string, protocols?: (string[] | string)): WebSocket; + readonly READY_STATE_CONNECTING: number; + readonly CONNECTING: number; + readonly READY_STATE_OPEN: number; + readonly OPEN: number; + readonly READY_STATE_CLOSING: number; + readonly CLOSING: number; + readonly READY_STATE_CLOSED: number; + readonly CLOSED: number; +}; +/** + * The `WebSocket` object provides the API for creating and managing a WebSocket connection to a server, as well as for sending and receiving data on the connection. + * + * [MDN Reference](https://developer.mozilla.org/docs/Web/API/WebSocket) + */ +interface WebSocket extends EventTarget { + accept(options?: WebSocketAcceptOptions): void; + /** + * The **`WebSocket.send()`** method enqueues the specified data to be transmitted to the server over the WebSocket connection, increasing the value of `bufferedAmount` by the number of bytes needed to contain the data. + * + * [MDN Reference](https://developer.mozilla.org/docs/Web/API/WebSocket/send) + */ + send(message: (ArrayBuffer | ArrayBufferView) | string): void; + /** + * The **`WebSocket.close()`** method closes the already `CLOSED`, this method does nothing. + * + * [MDN Reference](https://developer.mozilla.org/docs/Web/API/WebSocket/close) + */ + close(code?: number, reason?: string): void; + serializeAttachment(attachment: any): void; + deserializeAttachment(): any | null; + /** + * The **`WebSocket.readyState`** read-only property returns the current state of the WebSocket connection. + * + * [MDN Reference](https://developer.mozilla.org/docs/Web/API/WebSocket/readyState) + */ + readyState: number; + /** + * The **`WebSocket.url`** read-only property returns the absolute URL of the WebSocket as resolved by the constructor. + * + * [MDN Reference](https://developer.mozilla.org/docs/Web/API/WebSocket/url) + */ + url: string | null; + /** + * The **`WebSocket.protocol`** read-only property returns the name of the sub-protocol the server selected; this will be one of the strings specified in the `protocols` parameter when creating the WebSocket object, or the empty string if no connection is established. + * + * [MDN Reference](https://developer.mozilla.org/docs/Web/API/WebSocket/protocol) + */ + protocol: string | null; + /** + * The **`WebSocket.extensions`** read-only property returns the extensions selected by the server. + * + * [MDN Reference](https://developer.mozilla.org/docs/Web/API/WebSocket/extensions) + */ + extensions: string | null; + /** + * The **`WebSocket.binaryType`** property controls the type of binary data being received over the WebSocket connection. + * + * [MDN Reference](https://developer.mozilla.org/docs/Web/API/WebSocket/binaryType) + */ + binaryType: "blob" | "arraybuffer"; +} +interface WebSocketAcceptOptions { + /** + * When set to `true`, receiving a server-initiated WebSocket Close frame will not + * automatically send a reciprocal Close frame, leaving the connection in a half-open + * state. This is useful for proxying scenarios where you need to coordinate closing + * both sides independently. Defaults to `false` when the + * `no_web_socket_half_open_by_default` compatibility flag is enabled. + */ + allowHalfOpen?: boolean; +} +declare const WebSocketPair: { + new (): { + 0: WebSocket; + 1: WebSocket; + }; +}; +interface SqlStorage { + exec>(query: string, ...bindings: any[]): SqlStorageCursor; + get databaseSize(): number; + Cursor: typeof SqlStorageCursor; + Statement: typeof SqlStorageStatement; +} +declare abstract class SqlStorageStatement { +} +type SqlStorageValue = ArrayBuffer | string | number | null; +declare abstract class SqlStorageCursor> { + next(): { + done?: false; + value: T; + } | { + done: true; + value?: never; + }; + toArray(): T[]; + one(): T; + raw(): IterableIterator; + columnNames: string[]; + get rowsRead(): number; + get rowsWritten(): number; + [Symbol.iterator](): IterableIterator; +} +interface Socket { + get readable(): ReadableStream; + get writable(): WritableStream; + get closed(): Promise; + get opened(): Promise; + get upgraded(): boolean; + get secureTransport(): "on" | "off" | "starttls"; + close(): Promise; + startTls(options?: TlsOptions): Socket; +} +interface SocketOptions { + secureTransport?: string; + allowHalfOpen: boolean; + highWaterMark?: (number | bigint); +} +interface SocketAddress { + hostname: string; + port: number; +} +interface TlsOptions { + expectedServerHostname?: string; +} +interface SocketInfo { + remoteAddress?: string; + localAddress?: string; +} +/** + * The **`EventSource`** interface is web content's interface to server-sent events. + * + * [MDN Reference](https://developer.mozilla.org/docs/Web/API/EventSource) + */ +declare class EventSource extends EventTarget { + constructor(url: string, init?: EventSourceEventSourceInit); + /** + * The **`close()`** method of the EventSource interface closes the connection, if one is made, and sets the ```js-nolint close() ``` None. + * + * [MDN Reference](https://developer.mozilla.org/docs/Web/API/EventSource/close) + */ + close(): void; + /** + * The **`url`** read-only property of the URL of the source. + * + * [MDN Reference](https://developer.mozilla.org/docs/Web/API/EventSource/url) + */ + get url(): string; + /** + * The **`withCredentials`** read-only property of the the `EventSource` object was instantiated with CORS credentials set. + * + * [MDN Reference](https://developer.mozilla.org/docs/Web/API/EventSource/withCredentials) + */ + get withCredentials(): boolean; + /** + * The **`readyState`** read-only property of the connection. + * + * [MDN Reference](https://developer.mozilla.org/docs/Web/API/EventSource/readyState) + */ + get readyState(): number; + /* [MDN Reference](https://developer.mozilla.org/docs/Web/API/EventSource/open_event) */ + get onopen(): any | null; + /* [MDN Reference](https://developer.mozilla.org/docs/Web/API/EventSource/open_event) */ + set onopen(value: any | null); + /* [MDN Reference](https://developer.mozilla.org/docs/Web/API/EventSource/message_event) */ + get onmessage(): any | null; + /* [MDN Reference](https://developer.mozilla.org/docs/Web/API/EventSource/message_event) */ + set onmessage(value: any | null); + /* [MDN Reference](https://developer.mozilla.org/docs/Web/API/EventSource/error_event) */ + get onerror(): any | null; + /* [MDN Reference](https://developer.mozilla.org/docs/Web/API/EventSource/error_event) */ + set onerror(value: any | null); + static readonly CONNECTING: number; + static readonly OPEN: number; + static readonly CLOSED: number; + static from(stream: ReadableStream): EventSource; +} +interface EventSourceEventSourceInit { + withCredentials?: boolean; + fetcher?: Fetcher; +} +interface Container { + get running(): boolean; + start(options?: ContainerStartupOptions): void; + monitor(): Promise; + destroy(error?: any): Promise; + signal(signo: number): void; + getTcpPort(port: number): Fetcher; + setInactivityTimeout(durationMs: number | bigint): Promise; + interceptOutboundHttp(addr: string, binding: Fetcher): Promise; + interceptAllOutboundHttp(binding: Fetcher): Promise; + snapshotDirectory(options: ContainerDirectorySnapshotOptions): Promise; + snapshotContainer(options: ContainerSnapshotOptions): Promise; + interceptOutboundHttps(addr: string, binding: Fetcher): Promise; +} +interface ContainerDirectorySnapshot { + id: string; + size: number; + dir: string; + name?: string; +} +interface ContainerDirectorySnapshotOptions { + dir: string; + name?: string; +} +interface ContainerDirectorySnapshotRestoreParams { + snapshot: ContainerDirectorySnapshot; + mountPoint?: string; +} +interface ContainerSnapshot { + id: string; + size: number; + name?: string; +} +interface ContainerSnapshotOptions { + name?: string; +} +interface ContainerStartupOptions { + entrypoint?: string[]; + enableInternet: boolean; + env?: Record; + labels?: Record; + directorySnapshots?: ContainerDirectorySnapshotRestoreParams[]; + containerSnapshot?: ContainerSnapshot; +} +/** + * The **`MessagePort`** interface of the Channel Messaging API represents one of the two ports of a MessageChannel, allowing messages to be sent from one port and listening out for them arriving at the other. + * + * [MDN Reference](https://developer.mozilla.org/docs/Web/API/MessagePort) + */ +declare abstract class MessagePort extends EventTarget { + /** + * The **`postMessage()`** method of the transfers ownership of objects to other browsing contexts. + * + * [MDN Reference](https://developer.mozilla.org/docs/Web/API/MessagePort/postMessage) + */ + postMessage(data?: any, options?: (any[] | MessagePortPostMessageOptions)): void; + /** + * The **`close()`** method of the MessagePort interface disconnects the port, so it is no longer active. + * + * [MDN Reference](https://developer.mozilla.org/docs/Web/API/MessagePort/close) + */ + close(): void; + /** + * The **`start()`** method of the MessagePort interface starts the sending of messages queued on the port. + * + * [MDN Reference](https://developer.mozilla.org/docs/Web/API/MessagePort/start) + */ + start(): void; + get onmessage(): any | null; + set onmessage(value: any | null); +} +/** + * The **`MessageChannel`** interface of the Channel Messaging API allows us to create a new message channel and send data through it via its two MessagePort properties. + * + * [MDN Reference](https://developer.mozilla.org/docs/Web/API/MessageChannel) + */ +declare class MessageChannel { + constructor(); + /** + * The **`port1`** read-only property of the the port attached to the context that originated the channel. + * + * [MDN Reference](https://developer.mozilla.org/docs/Web/API/MessageChannel/port1) + */ + readonly port1: MessagePort; + /** + * The **`port2`** read-only property of the the port attached to the context at the other end of the channel, which the message is initially sent to. + * + * [MDN Reference](https://developer.mozilla.org/docs/Web/API/MessageChannel/port2) + */ + readonly port2: MessagePort; +} +interface MessagePortPostMessageOptions { + transfer?: any[]; +} +type LoopbackForExport Rpc.EntrypointBranded) | ExportedHandler | undefined = undefined> = T extends new (...args: any[]) => Rpc.WorkerEntrypointBranded ? LoopbackServiceStub> : T extends new (...args: any[]) => Rpc.DurableObjectBranded ? LoopbackDurableObjectClass> : T extends ExportedHandler ? LoopbackServiceStub : undefined; +type LoopbackServiceStub = Fetcher & (T extends CloudflareWorkersModule.WorkerEntrypoint ? (opts: { + props?: Props; +}) => Fetcher : (opts: { + props?: any; +}) => Fetcher); +type LoopbackDurableObjectClass = DurableObjectClass & (T extends CloudflareWorkersModule.DurableObject ? (opts: { + props?: Props; +}) => DurableObjectClass : (opts: { + props?: any; +}) => DurableObjectClass); +interface LoopbackDurableObjectNamespace extends DurableObjectNamespace { +} +interface LoopbackColoLocalActorNamespace extends ColoLocalActorNamespace { +} +interface SyncKvStorage { + get(key: string): T | undefined; + list(options?: SyncKvListOptions): Iterable<[ + string, + T + ]>; + put(key: string, value: T): void; + delete(key: string): boolean; +} +interface SyncKvListOptions { + start?: string; + startAfter?: string; + end?: string; + prefix?: string; + reverse?: boolean; + limit?: number; +} +interface WorkerStub { + getEntrypoint(name?: string, options?: WorkerStubEntrypointOptions): Fetcher; + getDurableObjectClass(name?: string, options?: WorkerStubEntrypointOptions): DurableObjectClass; +} +interface WorkerStubEntrypointOptions { + props?: any; + limits?: workerdResourceLimits; +} +interface WorkerLoader { + get(name: string | null, getCode: () => WorkerLoaderWorkerCode | Promise): WorkerStub; + load(code: WorkerLoaderWorkerCode): WorkerStub; +} +interface WorkerLoaderModule { + js?: string; + cjs?: string; + text?: string; + data?: ArrayBuffer; + json?: any; + py?: string; + wasm?: ArrayBuffer; +} +interface WorkerLoaderWorkerCode { + compatibilityDate: string; + compatibilityFlags?: string[]; + allowExperimental?: boolean; + limits?: workerdResourceLimits; + mainModule: string; + modules: Record; + env?: any; + globalOutbound?: (Fetcher | null); + tails?: Fetcher[]; + streamingTails?: Fetcher[]; +} +interface workerdResourceLimits { + cpuMs?: number; + subRequests?: number; +} +/** +* The Workers runtime supports a subset of the Performance API, used to measure timing and performance, +* as well as timing of subrequests and other operations. +* +* [Cloudflare Docs Reference](https://developers.cloudflare.com/workers/runtime-apis/performance/) +*/ +declare abstract class Performance { + /* [Cloudflare Docs Reference](https://developers.cloudflare.com/workers/runtime-apis/performance/#performancetimeorigin) */ + get timeOrigin(): number; + /* [Cloudflare Docs Reference](https://developers.cloudflare.com/workers/runtime-apis/performance/#performancenow) */ + now(): number; + /** + * The **`toJSON()`** method of the Performance interface is a Serialization; it returns a JSON representation of the Performance object. + * + * [MDN Reference](https://developer.mozilla.org/docs/Web/API/Performance/toJSON) + */ + toJSON(): object; +} +interface Tracing { + enterSpan(name: string, callback: (span: Span, ...args: A) => T, ...args: A): T; + Span: typeof Span; +} +declare abstract class Span { + get isTraced(): boolean; + setAttribute(key: string, value?: (boolean | number | string)): void; +} +// ============ AI Search Error Interfaces ============ +interface AiSearchInternalError extends Error { +} +interface AiSearchNotFoundError extends Error { +} +// ============ AI Search Common Types ============ +/** A single message in a conversation-style search or chat request. */ +type AiSearchMessage = { + role: 'system' | 'developer' | 'user' | 'assistant' | 'tool'; + content: string | null; +}; +/** + * Common shape for `ai_search_options` used by both single-instance and multi-instance requests. + * Contains retrieval, query rewrite, reranking, and cache sub-options. + */ +type AiSearchOptions = { + retrieval?: { + /** Which retrieval backend to use. Defaults to the instance's configured index_method. */ + retrieval_type?: 'vector' | 'keyword' | 'hybrid'; + /** Fusion method for combining vector + keyword results. */ + fusion_method?: 'max' | 'rrf'; + /** How keyword terms are combined: "and" = all terms must match, "or" = any term matches. */ + keyword_match_mode?: 'and' | 'or'; + /** Minimum similarity score (0-1) for a result to be included. Default 0.4. */ + match_threshold?: number; + /** Maximum number of results to return (1-50). Default 10. */ + max_num_results?: number; + /** Vectorize metadata filters applied to the search. */ + filters?: VectorizeVectorMetadataFilter; + /** Number of surrounding chunks to include for context (0-3). Default 0. */ + context_expansion?: number; + /** If true, return only item metadata without chunk text. */ + metadata_only?: boolean; + /** If true (default), return empty results on retrieval failure instead of throwing. */ + return_on_failure?: boolean; + /** Boost results by metadata field values. Max 3 entries. */ + boost_by?: Array<{ + field: string; + direction?: 'asc' | 'desc' | 'exists' | 'not_exists'; + }>; + [key: string]: unknown; + }; + query_rewrite?: { + enabled?: boolean; + model?: string; + rewrite_prompt?: string; + [key: string]: unknown; + }; + reranking?: { + enabled?: boolean; + model?: string; + /** Match threshold (0-1, default 0.4) */ + match_threshold?: number; + [key: string]: unknown; + }; + cache?: { + enabled?: boolean; + cache_threshold?: 'super_strict_match' | 'close_enough' | 'flexible_friend' | 'anything_goes'; + }; + [key: string]: unknown; +}; +// ============ AI Search Request Types ============ +/** + * Request body for single-instance search. + * Exactly one of `query` or `messages` must be provided. + */ +type AiSearchSearchRequest = { + /** Simple query string. */ + query: string; + messages?: never; + ai_search_options?: AiSearchOptions; +} | { + query?: never; + /** Conversation-style input. At least one user message with non-empty content is required. */ + messages: AiSearchMessage[]; + ai_search_options?: AiSearchOptions; +}; +type AiSearchChatCompletionsRequest = { + messages: AiSearchMessage[]; + model?: string; + stream?: boolean; + ai_search_options?: AiSearchOptions; + [key: string]: unknown; +}; +// ============ AI Search Multi-Instance Types (Namespace-Scoped) ============ +/** `ai_search_options` shape for multi-instance requests — requires `instance_ids`. */ +type AiSearchMultiSearchOptions = AiSearchOptions & { + /** Instance IDs to search across (1-10). */ + instance_ids: string[]; +}; +/** + * Request for searching across multiple instances within a namespace. + * `ai_search_options` is required and must include `instance_ids`. + * Exactly one of `query` or `messages` must be provided. + */ +type AiSearchMultiSearchRequest = { + /** Simple query string. */ + query: string; + messages?: never; + ai_search_options: AiSearchMultiSearchOptions; +} | { + query?: never; + /** Conversation-style input. */ + messages: AiSearchMessage[]; + ai_search_options: AiSearchMultiSearchOptions; +}; +/** A search result chunk tagged with the instance it originated from. */ +type AiSearchMultiSearchChunk = AiSearchSearchResponse['chunks'][number] & { + instance_id: string; +}; +/** Describes a per-instance error during a multi-instance operation. */ +type AiSearchMultiSearchError = { + instance_id: string; + message: string; +}; +/** Response from a multi-instance search, with chunks tagged by instance and optional partial-failure errors. */ +type AiSearchMultiSearchResponse = { + search_query: string; + chunks: AiSearchMultiSearchChunk[]; + errors?: AiSearchMultiSearchError[]; +}; +/** Request for chat completions across multiple instances within a namespace. `ai_search_options` is required and must include `instance_ids`. */ +type AiSearchMultiChatCompletionsRequest = Omit & { + ai_search_options: AiSearchMultiSearchOptions; +}; +/** Response from multi-instance chat completions, with chunks tagged by instance and optional partial-failure errors. */ +type AiSearchMultiChatCompletionsResponse = Omit & { + chunks: AiSearchMultiSearchChunk[]; + errors?: AiSearchMultiSearchError[]; +}; +// ============ AI Search Response Types ============ +type AiSearchSearchResponse = { + search_query: string; + chunks: Array<{ + id: string; + type: string; + /** Match score (0-1) */ + score: number; + text: string; + item: { + timestamp?: number; + key: string; + metadata?: Record; + }; + scoring_details?: { + /** Keyword match score (0-1) */ + keyword_score?: number; + /** Vector similarity score (0-1) */ + vector_score?: number; + /** Keyword rank position */ + keyword_rank?: number; + /** Vector rank position */ + vector_rank?: number; + /** Reranking model score */ + reranking_score?: number; + /** Fusion method used to combine results */ + fusion_method?: 'rrf' | 'max'; + [key: string]: unknown; + }; + }>; +}; +type AiSearchChatCompletionsResponse = { + id?: string; + object?: string; + model?: string; + choices: Array<{ + index?: number; + message: { + role: 'system' | 'developer' | 'user' | 'assistant' | 'tool'; + content: string | null; + [key: string]: unknown; + }; + [key: string]: unknown; + }>; + chunks: AiSearchSearchResponse['chunks']; + [key: string]: unknown; +}; +type AiSearchStatsResponse = { + queued?: number; + running?: number; + completed?: number; + error?: number; + skipped?: number; + outdated?: number; + last_activity?: string; + /** Storage engine statistics. */ + engine?: { + vectorize?: { + vectorsCount: number; + dimensions: number; + }; + r2?: { + payloadSizeBytes: number; + metadataSizeBytes: number; + objectCount: number; + }; + }; +}; +// ============ AI Search Instance Info Types ============ +type AiSearchInstanceInfo = { + id: string; + type?: 'r2' | 'web-crawler' | string; + source?: string; + source_params?: unknown; + paused?: boolean; + status?: string; + namespace?: string; + created_at?: string; + modified_at?: string; + token_id?: string; + ai_gateway_id?: string; + rewrite_query?: boolean; + reranking?: boolean; + embedding_model?: string; + ai_search_model?: string; + rewrite_model?: string; + reranking_model?: string; + /** @deprecated Use index_method instead. */ + hybrid_search_enabled?: boolean; + /** Controls which storage backends are active. */ + index_method?: { + vector?: boolean; + keyword?: boolean; + }; + /** Fusion method for combining vector and keyword results. */ + fusion_method?: 'max' | 'rrf'; + indexing_options?: { + keyword_tokenizer?: 'porter' | 'trigram'; + } | null; + retrieval_options?: { + keyword_match_mode?: 'and' | 'or'; + boost_by?: Array<{ + field: string; + direction?: 'asc' | 'desc' | 'exists' | 'not_exists'; + }>; + } | null; + chunk?: boolean; + chunk_size?: number; + chunk_overlap?: number; + score_threshold?: number; + max_num_results?: number; + cache?: boolean; + cache_threshold?: 'super_strict_match' | 'close_enough' | 'flexible_friend' | 'anything_goes'; + custom_metadata?: Array<{ + field_name: string; + data_type: 'text' | 'number' | 'boolean' | 'datetime'; + }>; + /** Sync interval in seconds. */ + sync_interval?: 3600 | 7200 | 14400 | 21600 | 43200 | 86400; + metadata?: Record; + [key: string]: unknown; +}; +/** Pagination, search, and ordering parameters for listing instances within a namespace. */ +type AiSearchListInstancesParams = { + page?: number; + per_page?: number; + /** Search instances by ID. */ + search?: string; + /** Field to sort by. */ + order_by?: 'created_at'; + /** Sort direction. */ + order_by_direction?: 'asc' | 'desc'; +}; +type AiSearchListResponse = { + result: AiSearchInstanceInfo[]; + result_info?: { + count: number; + page: number; + per_page: number; + total_count: number; + }; +}; +// ============ AI Search Config Types ============ +type AiSearchConfig = { + /** Instance ID (1-32 chars, pattern: ^[a-z0-9_]+(?:-[a-z0-9_]+)*$) */ + id: string; + /** Instance type. Omit to create with built-in storage. */ + type?: 'r2' | 'web-crawler' | string; + /** Source URL (required for web-crawler type). */ + source?: string; + source_params?: unknown; + /** Token ID (UUID format) */ + token_id?: string; + ai_gateway_id?: string; + /** Enable query rewriting (default false) */ + rewrite_query?: boolean; + /** Enable reranking (default false) */ + reranking?: boolean; + embedding_model?: string; + ai_search_model?: string; + rewrite_model?: string; + reranking_model?: string; + /** @deprecated Use index_method instead. */ + hybrid_search_enabled?: boolean; + /** Controls which storage backends are used during indexing. Defaults to vector-only. */ + index_method?: { + vector?: boolean; + keyword?: boolean; + }; + /** Fusion method for combining vector and keyword results. "rrf" = reciprocal rank fusion (default), "max" = maximum score. */ + fusion_method?: 'max' | 'rrf'; + indexing_options?: { + keyword_tokenizer?: 'porter' | 'trigram'; + } | null; + retrieval_options?: { + keyword_match_mode?: 'and' | 'or'; + boost_by?: Array<{ + field: string; + direction?: 'asc' | 'desc' | 'exists' | 'not_exists'; + }>; + } | null; + chunk?: boolean; + chunk_size?: number; + chunk_overlap?: number; + /** Minimum similarity score (0-1) for a result to be included. */ + score_threshold?: number; + max_num_results?: number; + cache?: boolean; + /** Similarity threshold for cache hits. Stricter = fewer cache hits but higher relevance. */ + cache_threshold?: 'super_strict_match' | 'close_enough' | 'flexible_friend' | 'anything_goes'; + custom_metadata?: Array<{ + field_name: string; + data_type: 'text' | 'number' | 'boolean' | 'datetime'; + }>; + namespace?: string; + /** Sync interval in seconds. 3600=1h, 7200=2h, 14400=4h, 21600=6h, 43200=12h, 86400=24h. */ + sync_interval?: 3600 | 7200 | 14400 | 21600 | 43200 | 86400; + metadata?: Record; + [key: string]: unknown; +}; +// ============ AI Search Item Types ============ +type AiSearchItemInfo = { + id: string; + key: string; + status: 'completed' | 'error' | 'skipped' | 'queued' | 'running' | 'outdated'; + next_action?: 'INDEX' | 'DELETE' | null; + error?: string; + checksum?: string; + namespace?: string; + chunks_count?: number | null; + file_size?: number | null; + source_id?: string | null; + last_seen_at?: string; + created_at?: string; + metadata?: Record; + [key: string]: unknown; +}; +type AiSearchItemContentResult = { + body: ReadableStream; + contentType: string; + filename: string; + size: number; +}; +type AiSearchUploadItemOptions = { + metadata?: Record; +}; +type AiSearchListItemsParams = { + page?: number; + per_page?: number; + /** Search items by key name. */ + search?: string; + /** Sort order for results. */ + sort_by?: 'status' | 'modified_at'; + /** Filter items by processing status. */ + status?: 'queued' | 'running' | 'completed' | 'error' | 'skipped' | 'outdated'; + /** Filter items by source (e.g. "builtin" or "web-crawler:https://example.com"). */ + source?: string; + /** JSON-encoded Vectorize filter for metadata filtering. */ + metadata_filter?: string; +}; +type AiSearchListItemsResponse = { + result: AiSearchItemInfo[]; + result_info?: { + count: number; + page: number; + per_page: number; + total_count: number; + }; +}; +// ============ AI Search Item Logs Types ============ +type AiSearchItemLogsParams = { + /** Maximum number of log entries to return (1-100, default 50). */ + limit?: number; + /** Opaque cursor for pagination. Pass the `cursor` value from a previous response. */ + cursor?: string; +}; +type AiSearchItemLog = { + timestamp: string; + action: string; + message: string; + fileKey?: string; + chunkCount?: number; + processingTimeMs?: number; + errorType?: string; +}; +/** Paginated response for item processing logs (cursor-based). */ +type AiSearchItemLogsResponse = { + result: AiSearchItemLog[]; + result_info: { + count: number; + per_page: number; + cursor: string | null; + truncated: boolean; + }; +}; +// ============ AI Search Item Chunks Types ============ +type AiSearchItemChunksParams = { + /** Maximum number of chunks to return (1-100, default 20). */ + limit?: number; + /** Offset into the chunks list (default 0). */ + offset?: number; +}; +/** A single indexed chunk belonging to an item, including its text content and byte range. */ +type AiSearchItemChunk = { + id: string; + text: string; + start_byte: number; + end_byte: number; + item?: { + timestamp?: number; + key: string; + metadata?: Record; + }; +}; +/** Paginated response for item chunks (offset-based). */ +type AiSearchItemChunksResponse = { + result: AiSearchItemChunk[]; + result_info: { + count: number; + total: number; + limit: number; + offset: number; + }; +}; +// ============ AI Search Job Types ============ +type AiSearchJobInfo = { + id: string; + source: 'user' | 'schedule'; + description?: string; + last_seen_at?: string; + started_at?: string; + ended_at?: string; + end_reason?: string; +}; +type AiSearchJobLog = { + id: number; + message: string; + message_type: number; + created_at: number; +}; +type AiSearchCreateJobParams = { + description?: string; +}; +type AiSearchListJobsParams = { + page?: number; + per_page?: number; +}; +type AiSearchListJobsResponse = { + result: AiSearchJobInfo[]; + result_info?: { + count: number; + page: number; + per_page: number; + total_count: number; + }; +}; +type AiSearchJobLogsParams = { + page?: number; + per_page?: number; +}; +type AiSearchJobLogsResponse = { + result: AiSearchJobLog[]; + result_info?: { + count: number; + page: number; + per_page: number; + total_count: number; + }; +}; +// ============ AI Search Sub-Service Classes ============ +/** + * Single item service for an AI Search instance. + * Provides info, download, sync, logs, and chunks operations on a specific item. + */ +declare abstract class AiSearchItem { + /** Get metadata about this item. */ + info(): Promise; + /** + * Download the item's content. + * @returns Object with body stream, content type, filename, and size. + */ + download(): Promise; + /** + * Trigger re-indexing of this item. + * @returns The updated item info. + */ + sync(): Promise; + /** + * Retrieve processing logs for this item (cursor-based pagination). + * @param params Optional pagination parameters (limit, cursor). + * @returns Paginated log entries for this item. + */ + logs(params?: AiSearchItemLogsParams): Promise; + /** + * List indexed chunks for this item (offset-based pagination). + * @param params Optional pagination parameters (limit, offset). + * @returns Paginated chunk entries for this item. + */ + chunks(params?: AiSearchItemChunksParams): Promise; +} +/** + * Items collection service for an AI Search instance. + * Provides list, upload, and access to individual items. + */ +declare abstract class AiSearchItems { + /** List items in this instance. */ + list(params?: AiSearchListItemsParams): Promise; + /** + * Upload a file as an item. Behaves as an upsert: if an item with the same + * filename already exists, it is overwritten and re-indexed. + * @param name Filename for the uploaded item. + * @param content File content as a ReadableStream, Blob, or string. + * @param options Optional metadata to attach to the item. + * @returns The created item info. + */ + upload(name: string, content: ReadableStream | Blob | string, options?: AiSearchUploadItemOptions): Promise; + /** + * Upload a file and poll until processing completes. + * Behaves as an upsert: if an item with the same filename already exists, + * it is overwritten and re-indexed. + * @param name Filename for the uploaded item. + * @param content File content as a ReadableStream, Blob, or string. + * @param options Optional metadata and polling configuration. + * @returns The item info after processing completes (or timeout). + */ + uploadAndPoll(name: string, content: ReadableStream | Blob | string, options?: AiSearchUploadItemOptions & { + /** Polling interval in milliseconds (default 1000). */ + pollIntervalMs?: number; + /** Maximum time to wait in milliseconds (default 30000). */ + timeoutMs?: number; + }): Promise; + /** + * Get an item by ID. + * @param itemId The item identifier. + * @returns Item service for info, download, sync, logs, and chunks operations. + */ + get(itemId: string): AiSearchItem; + /** + * Delete an item from the instance. + * @param itemId The item identifier. + */ + delete(itemId: string): Promise; +} +/** + * Single job service for an AI Search instance. + * Provides info, logs, and cancel operations for a specific job. + */ +declare abstract class AiSearchJob { + /** Get metadata about this job. */ + info(): Promise; + /** Get logs for this job. */ + logs(params?: AiSearchJobLogsParams): Promise; + /** + * Cancel a running job. + * @returns The updated job info. + * @throws AiSearchNotFoundError if the job does not exist. + */ + cancel(): Promise; +} +/** + * Jobs collection service for an AI Search instance. + * Provides list, create, and access to individual jobs. + */ +declare abstract class AiSearchJobs { + /** List jobs for this instance. */ + list(params?: AiSearchListJobsParams): Promise; + /** + * Create a new indexing job. + * @param params Optional job parameters. + * @returns The created job info. + */ + create(params?: AiSearchCreateJobParams): Promise; + /** + * Get a job by ID. + * @param jobId The job identifier. + * @returns Job service for info, logs, and cancel operations. + */ + get(jobId: string): AiSearchJob; +} +// ============ AI Search Binding Classes ============ +/** + * Instance-level AI Search service. + * + * Used as: + * - The return type of `AiSearchNamespace.get(name)` (namespace binding) + * - The type of `env.BLOG_SEARCH` (single instance binding via `ai_search`) + * + * Provides search, chat, update, stats, items, and jobs operations. + * + * @example + * ```ts + * // Via namespace binding + * const instance = env.AI_SEARCH.get("blog"); + * const results = await instance.search({ + * query: "How does caching work?", + * }); + * + * // Via single instance binding + * const results = await env.BLOG_SEARCH.search({ + * messages: [{ role: "user", content: "How does caching work?" }], + * }); + * ``` + */ +declare abstract class AiSearchInstance { + /** + * Search the AI Search instance for relevant chunks. + * @param params Search request with query or messages and optional AI search options. + * @returns Search response with matching chunks and search query. + */ + search(params: AiSearchSearchRequest): Promise; + /** + * Generate chat completions with AI Search context (streaming). + * @param params Chat completions request with stream: true. + * @returns ReadableStream of server-sent events. + */ + chatCompletions(params: AiSearchChatCompletionsRequest & { + stream: true; + }): Promise; + /** + * Generate chat completions with AI Search context. + * @param params Chat completions request. + * @returns Chat completion response with choices and RAG chunks. + */ + chatCompletions(params: AiSearchChatCompletionsRequest): Promise; + /** + * Update the instance configuration. + * @param config Partial configuration to update. + * @returns Updated instance info. + */ + update(config: Partial): Promise; + /** Get metadata about this instance. */ + info(): Promise; + /** + * Get instance statistics (item count, indexing status, etc.). + * @returns Statistics with counts per status, last activity time, and engine details. + */ + stats(): Promise; + /** Items collection — list, upload, and manage items in this instance. */ + get items(): AiSearchItems; + /** Jobs collection — list, create, and inspect indexing jobs. */ + get jobs(): AiSearchJobs; +} +/** + * Namespace-level AI Search service. + * + * Used as the type of `env.AI_SEARCH` (namespace binding via `ai_search_namespaces`). + * Scoped to a single namespace. Provides dynamic instance access, creation, deletion, + * and multi-instance search/chat operations. + * + * @example + * ```ts + * // Access an instance within the namespace + * const blog = env.AI_SEARCH.get("blog"); + * const results = await blog.search({ query: "How does caching work?" }); + * + * // List all instances in the namespace + * const instances = await env.AI_SEARCH.list(); + * + * // Create a new instance with built-in storage + * const tenant = await env.AI_SEARCH.create({ id: "tenant-123" }); + * + * // Upload items into the instance + * await tenant.items.upload("doc.pdf", fileContent); + * + * // Search across multiple instances + * const multi = await env.AI_SEARCH.search({ + * query: "caching", + * ai_search_options: { instance_ids: ["blog", "docs"] }, + * }); + * + * // Delete an instance + * await env.AI_SEARCH.delete("tenant-123"); + * ``` + */ +declare abstract class AiSearchNamespace { + /** + * Get an instance by name within the bound namespace. + * @param name Instance name. + * @returns Instance service for search, chat, update, stats, items, and jobs. + */ + get(name: string): AiSearchInstance; + /** + * List instances in the bound namespace. + * @param params Optional pagination, search, and ordering parameters. + * @returns Array of instance metadata with pagination info. + */ + list(params?: AiSearchListInstancesParams): Promise; + /** + * Create a new instance within the bound namespace. + * @param config Instance configuration. Only `id` is required — omit `type` and `source` to create with built-in storage. + * @returns Instance service for the newly created instance. + * + * @example + * ```ts + * // Create with built-in storage (upload items manually) + * const instance = await env.AI_SEARCH.create({ id: "my-search" }); + * + * // Create with web crawler source + * const instance = await env.AI_SEARCH.create({ + * id: "docs-search", + * type: "web-crawler", + * source: "https://developers.cloudflare.com", + * }); + * ``` + */ + create(config: AiSearchConfig): Promise; + /** + * Delete an instance from the bound namespace. + * @param name Instance name to delete. + */ + delete(name: string): Promise; + /** + * Search across multiple instances within the bound namespace. + * Fans out to the specified instance_ids and merges results. + * @param params Search request with required `ai_search_options.instance_ids`. + * @returns Search response with chunks tagged by instance_id and optional partial-failure errors. + */ + search(params: AiSearchMultiSearchRequest): Promise; + /** + * Generate chat completions across multiple instances within the bound namespace (streaming). + * Fans out to the specified instance_ids, merges context, and generates a response. + * @param params Chat completions request with stream: true and required `ai_search_options.instance_ids`. + * @returns ReadableStream of server-sent events. + */ + chatCompletions(params: AiSearchMultiChatCompletionsRequest & { + stream: true; + }): Promise; + /** + * Generate chat completions across multiple instances within the bound namespace. + * Fans out to the specified instance_ids, merges context, and generates a response. + * @param params Chat completions request with required `ai_search_options.instance_ids`. + * @returns Chat completion response with choices, chunks tagged by instance_id, and optional partial-failure errors. + */ + chatCompletions(params: AiSearchMultiChatCompletionsRequest): Promise; +} +type AiImageClassificationInput = { + image: number[]; +}; +type AiImageClassificationOutput = { + score?: number; + label?: string; +}[]; +declare abstract class BaseAiImageClassification { + inputs: AiImageClassificationInput; + postProcessedOutputs: AiImageClassificationOutput; +} +type AiImageToTextInput = { + image: number[]; + prompt?: string; + max_tokens?: number; + temperature?: number; + top_p?: number; + top_k?: number; + seed?: number; + repetition_penalty?: number; + frequency_penalty?: number; + presence_penalty?: number; + raw?: boolean; + messages?: RoleScopedChatInput[]; +}; +type AiImageToTextOutput = { + description: string; +}; +declare abstract class BaseAiImageToText { + inputs: AiImageToTextInput; + postProcessedOutputs: AiImageToTextOutput; +} +type AiImageTextToTextInput = { + image: string; + prompt?: string; + max_tokens?: number; + temperature?: number; + ignore_eos?: boolean; + top_p?: number; + top_k?: number; + seed?: number; + repetition_penalty?: number; + frequency_penalty?: number; + presence_penalty?: number; + raw?: boolean; + messages?: RoleScopedChatInput[]; +}; +type AiImageTextToTextOutput = { + description: string; +}; +declare abstract class BaseAiImageTextToText { + inputs: AiImageTextToTextInput; + postProcessedOutputs: AiImageTextToTextOutput; +} +type AiMultimodalEmbeddingsInput = { + image: string; + text: string[]; +}; +type AiIMultimodalEmbeddingsOutput = { + data: number[][]; + shape: number[]; +}; +declare abstract class BaseAiMultimodalEmbeddings { + inputs: AiImageTextToTextInput; + postProcessedOutputs: AiImageTextToTextOutput; +} +type AiObjectDetectionInput = { + image: number[]; +}; +type AiObjectDetectionOutput = { + score?: number; + label?: string; +}[]; +declare abstract class BaseAiObjectDetection { + inputs: AiObjectDetectionInput; + postProcessedOutputs: AiObjectDetectionOutput; +} +type AiSentenceSimilarityInput = { + source: string; + sentences: string[]; +}; +type AiSentenceSimilarityOutput = number[]; +declare abstract class BaseAiSentenceSimilarity { + inputs: AiSentenceSimilarityInput; + postProcessedOutputs: AiSentenceSimilarityOutput; +} +type AiAutomaticSpeechRecognitionInput = { + audio: number[]; +}; +type AiAutomaticSpeechRecognitionOutput = { + text?: string; + words?: { + word: string; + start: number; + end: number; + }[]; + vtt?: string; +}; +declare abstract class BaseAiAutomaticSpeechRecognition { + inputs: AiAutomaticSpeechRecognitionInput; + postProcessedOutputs: AiAutomaticSpeechRecognitionOutput; +} +type AiSummarizationInput = { + input_text: string; + max_length?: number; +}; +type AiSummarizationOutput = { + summary: string; +}; +declare abstract class BaseAiSummarization { + inputs: AiSummarizationInput; + postProcessedOutputs: AiSummarizationOutput; +} +type AiTextClassificationInput = { + text: string; +}; +type AiTextClassificationOutput = { + score?: number; + label?: string; +}[]; +declare abstract class BaseAiTextClassification { + inputs: AiTextClassificationInput; + postProcessedOutputs: AiTextClassificationOutput; +} +type AiTextEmbeddingsInput = { + text: string | string[]; +}; +type AiTextEmbeddingsOutput = { + shape: number[]; + data: number[][]; +}; +declare abstract class BaseAiTextEmbeddings { + inputs: AiTextEmbeddingsInput; + postProcessedOutputs: AiTextEmbeddingsOutput; +} +type RoleScopedChatInput = { + role: "user" | "assistant" | "system" | "tool" | (string & NonNullable); + content: string; + name?: string; +}; +type AiTextGenerationToolLegacyInput = { + name: string; + description: string; + parameters?: { + type: "object" | (string & NonNullable); + properties: { + [key: string]: { + type: string; + description?: string; + }; + }; + required: string[]; + }; +}; +type AiTextGenerationToolInput = { + type: "function" | (string & NonNullable); + function: { + name: string; + description: string; + parameters?: { + type: "object" | (string & NonNullable); + properties: { + [key: string]: { + type: string; + description?: string; + }; + }; + required: string[]; + }; + }; +}; +type AiTextGenerationFunctionsInput = { + name: string; + code: string; +}; +type AiTextGenerationResponseFormat = { + type: string; + json_schema?: any; +}; +type AiTextGenerationInput = { + prompt?: string; + raw?: boolean; + stream?: boolean; + max_tokens?: number; + temperature?: number; + top_p?: number; + top_k?: number; + seed?: number; + repetition_penalty?: number; + frequency_penalty?: number; + presence_penalty?: number; + messages?: RoleScopedChatInput[]; + response_format?: AiTextGenerationResponseFormat; + tools?: AiTextGenerationToolInput[] | AiTextGenerationToolLegacyInput[] | (object & NonNullable); + functions?: AiTextGenerationFunctionsInput[]; +}; +type AiTextGenerationToolLegacyOutput = { + name: string; + arguments: unknown; +}; +type AiTextGenerationToolOutput = { + id: string; + type: "function"; + function: { + name: string; + arguments: string; + }; +}; +type UsageTags = { + prompt_tokens: number; + completion_tokens: number; + total_tokens: number; +}; +type AiTextGenerationOutput = { + response?: string; + tool_calls?: AiTextGenerationToolLegacyOutput[] & AiTextGenerationToolOutput[]; + usage?: UsageTags; +}; +declare abstract class BaseAiTextGeneration { + inputs: AiTextGenerationInput; + postProcessedOutputs: AiTextGenerationOutput; +} +type AiTextToSpeechInput = { + prompt: string; + lang?: string; +}; +type AiTextToSpeechOutput = Uint8Array | { + audio: string; +}; +declare abstract class BaseAiTextToSpeech { + inputs: AiTextToSpeechInput; + postProcessedOutputs: AiTextToSpeechOutput; +} +type AiTextToImageInput = { + prompt: string; + negative_prompt?: string; + height?: number; + width?: number; + image?: number[]; + image_b64?: string; + mask?: number[]; + num_steps?: number; + strength?: number; + guidance?: number; + seed?: number; +}; +type AiTextToImageOutput = ReadableStream; +declare abstract class BaseAiTextToImage { + inputs: AiTextToImageInput; + postProcessedOutputs: AiTextToImageOutput; +} +type AiTranslationInput = { + text: string; + target_lang: string; + source_lang?: string; +}; +type AiTranslationOutput = { + translated_text?: string; +}; +declare abstract class BaseAiTranslation { + inputs: AiTranslationInput; + postProcessedOutputs: AiTranslationOutput; +} +/** + * Workers AI support for OpenAI's Chat Completions API + */ +type ChatCompletionContentPartText = { + type: "text"; + text: string; +}; +type ChatCompletionContentPartImage = { + type: "image_url"; + image_url: { + url: string; + detail?: "auto" | "low" | "high"; + }; +}; +type ChatCompletionContentPartInputAudio = { + type: "input_audio"; + input_audio: { + /** Base64 encoded audio data. */ + data: string; + format: "wav" | "mp3"; + }; +}; +type ChatCompletionContentPartFile = { + type: "file"; + file: { + /** Base64 encoded file data. */ + file_data?: string; + /** The ID of an uploaded file. */ + file_id?: string; + filename?: string; + }; +}; +type ChatCompletionContentPartRefusal = { + type: "refusal"; + refusal: string; +}; +type ChatCompletionContentPart = ChatCompletionContentPartText | ChatCompletionContentPartImage | ChatCompletionContentPartInputAudio | ChatCompletionContentPartFile; +type FunctionDefinition = { + name: string; + description?: string; + parameters?: Record; + strict?: boolean | null; +}; +type ChatCompletionFunctionTool = { + type: "function"; + function: FunctionDefinition; +}; +type ChatCompletionCustomToolGrammarFormat = { + type: "grammar"; + grammar: { + definition: string; + syntax: "lark" | "regex"; + }; +}; +type ChatCompletionCustomToolTextFormat = { + type: "text"; +}; +type ChatCompletionCustomToolFormat = ChatCompletionCustomToolTextFormat | ChatCompletionCustomToolGrammarFormat; +type ChatCompletionCustomTool = { + type: "custom"; + custom: { + name: string; + description?: string; + format?: ChatCompletionCustomToolFormat; + }; +}; +type ChatCompletionTool = ChatCompletionFunctionTool | ChatCompletionCustomTool; +type ChatCompletionMessageFunctionToolCall = { + id: string; + type: "function"; + function: { + name: string; + /** JSON-encoded arguments string. */ + arguments: string; + }; +}; +type ChatCompletionMessageCustomToolCall = { + id: string; + type: "custom"; + custom: { + name: string; + input: string; + }; +}; +type ChatCompletionMessageToolCall = ChatCompletionMessageFunctionToolCall | ChatCompletionMessageCustomToolCall; +type ChatCompletionToolChoiceFunction = { + type: "function"; + function: { + name: string; + }; +}; +type ChatCompletionToolChoiceCustom = { + type: "custom"; + custom: { + name: string; + }; +}; +type ChatCompletionToolChoiceAllowedTools = { + type: "allowed_tools"; + allowed_tools: { + mode: "auto" | "required"; + tools: Array>; + }; +}; +type ChatCompletionToolChoiceOption = "none" | "auto" | "required" | ChatCompletionToolChoiceFunction | ChatCompletionToolChoiceCustom | ChatCompletionToolChoiceAllowedTools; +type DeveloperMessage = { + role: "developer"; + content: string | Array<{ + type: "text"; + text: string; + }>; + name?: string; +}; +type SystemMessage = { + role: "system"; + content: string | Array<{ + type: "text"; + text: string; + }>; + name?: string; +}; +/** + * Permissive merged content part used inside UserMessage arrays. + * + * Cabidela has a limitation where anyOf/oneOf with enum-based discrimination + * inside nested array items does not correctly match different branches for + * different array elements, so the schema uses a single merged object. + */ +type UserMessageContentPart = { + type: "text" | "image_url" | "input_audio" | "file"; + text?: string; + image_url?: { + url?: string; + detail?: "auto" | "low" | "high"; + }; + input_audio?: { + data?: string; + format?: "wav" | "mp3"; + }; + file?: { + file_data?: string; + file_id?: string; + filename?: string; + }; +}; +type UserMessage = { + role: "user"; + content: string | Array; + name?: string; +}; +type AssistantMessageContentPart = { + type: "text" | "refusal"; + text?: string; + refusal?: string; +}; +type AssistantMessage = { + role: "assistant"; + content?: string | null | Array; + refusal?: string | null; + name?: string; + audio?: { + id: string; + }; + tool_calls?: Array; + function_call?: { + name: string; + arguments: string; + }; +}; +type ToolMessage = { + role: "tool"; + content: string | Array<{ + type: "text"; + text: string; + }>; + tool_call_id: string; +}; +type FunctionMessage = { + role: "function"; + content: string; + name: string; +}; +type ChatCompletionMessageParam = DeveloperMessage | SystemMessage | UserMessage | AssistantMessage | ToolMessage | FunctionMessage; +type ChatCompletionsResponseFormatText = { + type: "text"; +}; +type ChatCompletionsResponseFormatJSONObject = { + type: "json_object"; +}; +type ResponseFormatJSONSchema = { + type: "json_schema"; + json_schema: { + name: string; + description?: string; + schema?: Record; + strict?: boolean | null; + }; +}; +type ResponseFormat = ChatCompletionsResponseFormatText | ChatCompletionsResponseFormatJSONObject | ResponseFormatJSONSchema; +type ChatCompletionsStreamOptions = { + include_usage?: boolean; + include_obfuscation?: boolean; +}; +type PredictionContent = { + type: "content"; + content: string | Array<{ + type: "text"; + text: string; + }>; +}; +type AudioParams = { + voice: string | { + id: string; + }; + format: "wav" | "aac" | "mp3" | "flac" | "opus" | "pcm16"; +}; +type WebSearchUserLocation = { + type: "approximate"; + approximate: { + city?: string; + country?: string; + region?: string; + timezone?: string; + }; +}; +type WebSearchOptions = { + search_context_size?: "low" | "medium" | "high"; + user_location?: WebSearchUserLocation; +}; +type ChatTemplateKwargs = { + /** Whether to enable reasoning, enabled by default. */ + enable_thinking?: boolean; + /** If false, preserves reasoning context between turns. */ + clear_thinking?: boolean; +}; +/** Shared optional properties used by both Prompt and Messages input branches. */ +type ChatCompletionsCommonOptions = { + model?: string; + audio?: AudioParams; + frequency_penalty?: number | null; + logit_bias?: Record | null; + logprobs?: boolean | null; + top_logprobs?: number | null; + max_tokens?: number | null; + max_completion_tokens?: number | null; + metadata?: Record | null; + modalities?: Array<"text" | "audio"> | null; + n?: number | null; + parallel_tool_calls?: boolean; + prediction?: PredictionContent; + presence_penalty?: number | null; + reasoning_effort?: "low" | "medium" | "high" | null; + chat_template_kwargs?: ChatTemplateKwargs; + response_format?: ResponseFormat; + seed?: number | null; + service_tier?: "auto" | "default" | "flex" | "scale" | "priority" | null; + stop?: string | Array | null; + store?: boolean | null; + stream?: boolean | null; + stream_options?: ChatCompletionsStreamOptions; + temperature?: number | null; + tool_choice?: ChatCompletionToolChoiceOption; + tools?: Array; + top_p?: number | null; + user?: string; + web_search_options?: WebSearchOptions; + function_call?: "none" | "auto" | { + name: string; + }; + functions?: Array; +}; +type PromptTokensDetails = { + cached_tokens?: number; + audio_tokens?: number; +}; +type CompletionTokensDetails = { + reasoning_tokens?: number; + audio_tokens?: number; + accepted_prediction_tokens?: number; + rejected_prediction_tokens?: number; +}; +type CompletionUsage = { + prompt_tokens: number; + completion_tokens: number; + total_tokens: number; + prompt_tokens_details?: PromptTokensDetails; + completion_tokens_details?: CompletionTokensDetails; +}; +type ChatCompletionTopLogprob = { + token: string; + logprob: number; + bytes: Array | null; +}; +type ChatCompletionTokenLogprob = { + token: string; + logprob: number; + bytes: Array | null; + top_logprobs: Array; +}; +type ChatCompletionAudio = { + id: string; + /** Base64 encoded audio bytes. */ + data: string; + expires_at: number; + transcript: string; +}; +type ChatCompletionUrlCitation = { + type: "url_citation"; + url_citation: { + url: string; + title: string; + start_index: number; + end_index: number; + }; +}; +type ChatCompletionResponseMessage = { + role: "assistant"; + content: string | null; + refusal: string | null; + annotations?: Array; + audio?: ChatCompletionAudio; + tool_calls?: Array; + function_call?: { + name: string; + arguments: string; + } | null; +}; +type ChatCompletionLogprobs = { + content: Array | null; + refusal?: Array | null; +}; +type ChatCompletionChoice = { + index: number; + message: ChatCompletionResponseMessage; + finish_reason: "stop" | "length" | "tool_calls" | "content_filter" | "function_call"; + logprobs: ChatCompletionLogprobs | null; +}; +type ChatCompletionsPromptInput = { + prompt: string; +} & ChatCompletionsCommonOptions; +type ChatCompletionsMessagesInput = { + messages: Array; +} & ChatCompletionsCommonOptions; +type ChatCompletionsOutput = { + id: string; + object: string; + created: number; + model: string; + choices: Array; + usage?: CompletionUsage; + system_fingerprint?: string | null; + service_tier?: "auto" | "default" | "flex" | "scale" | "priority" | null; +}; +/** + * Workers AI support for OpenAI's Responses API + * Reference: https://github.com/openai/openai-node/blob/master/src/resources/responses/responses.ts + * + * It's a stripped down version from its source. + * It currently supports basic function calling, json mode and accepts images as input. + * + * It does not include types for WebSearch, CodeInterpreter, FileInputs, MCP, CustomTools. + * We plan to add those incrementally as model + platform capabilities evolve. + */ +type ResponsesInput = { + background?: boolean | null; + conversation?: string | ResponseConversationParam | null; + include?: Array | null; + input?: string | ResponseInput; + instructions?: string | null; + max_output_tokens?: number | null; + parallel_tool_calls?: boolean | null; + previous_response_id?: string | null; + prompt_cache_key?: string; + reasoning?: Reasoning | null; + safety_identifier?: string; + service_tier?: "auto" | "default" | "flex" | "scale" | "priority" | null; + stream?: boolean | null; + stream_options?: StreamOptions | null; + temperature?: number | null; + text?: ResponseTextConfig; + tool_choice?: ToolChoiceOptions | ToolChoiceFunction; + tools?: Array; + top_p?: number | null; + truncation?: "auto" | "disabled" | null; +}; +type ResponsesOutput = { + id?: string; + created_at?: number; + output_text?: string; + error?: ResponseError | null; + incomplete_details?: ResponseIncompleteDetails | null; + instructions?: string | Array | null; + object?: "response"; + output?: Array; + parallel_tool_calls?: boolean; + temperature?: number | null; + tool_choice?: ToolChoiceOptions | ToolChoiceFunction; + tools?: Array; + top_p?: number | null; + max_output_tokens?: number | null; + previous_response_id?: string | null; + prompt?: ResponsePrompt | null; + reasoning?: Reasoning | null; + safety_identifier?: string; + service_tier?: "auto" | "default" | "flex" | "scale" | "priority" | null; + status?: ResponseStatus; + text?: ResponseTextConfig; + truncation?: "auto" | "disabled" | null; + usage?: ResponseUsage; +}; +type EasyInputMessage = { + content: string | ResponseInputMessageContentList; + role: "user" | "assistant" | "system" | "developer"; + type?: "message"; +}; +type ResponsesFunctionTool = { + name: string; + parameters: { + [key: string]: unknown; + } | null; + strict: boolean | null; + type: "function"; + description?: string | null; +}; +type ResponseIncompleteDetails = { + reason?: "max_output_tokens" | "content_filter"; +}; +type ResponsePrompt = { + id: string; + variables?: { + [key: string]: string | ResponseInputText | ResponseInputImage; + } | null; + version?: string | null; +}; +type Reasoning = { + effort?: ReasoningEffort | null; + generate_summary?: "auto" | "concise" | "detailed" | null; + summary?: "auto" | "concise" | "detailed" | null; +}; +type ResponseContent = ResponseInputText | ResponseInputImage | ResponseOutputText | ResponseOutputRefusal | ResponseContentReasoningText; +type ResponseContentReasoningText = { + text: string; + type: "reasoning_text"; +}; +type ResponseConversationParam = { + id: string; +}; +type ResponseCreatedEvent = { + response: Response; + sequence_number: number; + type: "response.created"; +}; +type ResponseCustomToolCallOutput = { + call_id: string; + output: string | Array; + type: "custom_tool_call_output"; + id?: string; +}; +type ResponseError = { + code: "server_error" | "rate_limit_exceeded" | "invalid_prompt" | "vector_store_timeout" | "invalid_image" | "invalid_image_format" | "invalid_base64_image" | "invalid_image_url" | "image_too_large" | "image_too_small" | "image_parse_error" | "image_content_policy_violation" | "invalid_image_mode" | "image_file_too_large" | "unsupported_image_media_type" | "empty_image_file" | "failed_to_download_image" | "image_file_not_found"; + message: string; +}; +type ResponseErrorEvent = { + code: string | null; + message: string; + param: string | null; + sequence_number: number; + type: "error"; +}; +type ResponseFailedEvent = { + response: Response; + sequence_number: number; + type: "response.failed"; +}; +type ResponseFormatText = { + type: "text"; +}; +type ResponseFormatJSONObject = { + type: "json_object"; +}; +type ResponseFormatTextConfig = ResponseFormatText | ResponseFormatTextJSONSchemaConfig | ResponseFormatJSONObject; +type ResponseFormatTextJSONSchemaConfig = { + name: string; + schema: { + [key: string]: unknown; + }; + type: "json_schema"; + description?: string; + strict?: boolean | null; +}; +type ResponseFunctionCallArgumentsDeltaEvent = { + delta: string; + item_id: string; + output_index: number; + sequence_number: number; + type: "response.function_call_arguments.delta"; +}; +type ResponseFunctionCallArgumentsDoneEvent = { + arguments: string; + item_id: string; + name: string; + output_index: number; + sequence_number: number; + type: "response.function_call_arguments.done"; +}; +type ResponseFunctionCallOutputItem = ResponseInputTextContent | ResponseInputImageContent; +type ResponseFunctionCallOutputItemList = Array; +type ResponseFunctionToolCall = { + arguments: string; + call_id: string; + name: string; + type: "function_call"; + id?: string; + status?: "in_progress" | "completed" | "incomplete"; +}; +interface ResponseFunctionToolCallItem extends ResponseFunctionToolCall { + id: string; +} +type ResponseFunctionToolCallOutputItem = { + id: string; + call_id: string; + output: string | Array; + type: "function_call_output"; + status?: "in_progress" | "completed" | "incomplete"; +}; +type ResponseIncludable = "message.input_image.image_url" | "message.output_text.logprobs"; +type ResponseIncompleteEvent = { + response: Response; + sequence_number: number; + type: "response.incomplete"; +}; +type ResponseInput = Array; +type ResponseInputContent = ResponseInputText | ResponseInputImage; +type ResponseInputImage = { + detail: "low" | "high" | "auto"; + type: "input_image"; + /** + * Base64 encoded image + */ + image_url?: string | null; +}; +type ResponseInputImageContent = { + type: "input_image"; + detail?: "low" | "high" | "auto" | null; + /** + * Base64 encoded image + */ + image_url?: string | null; +}; +type ResponseInputItem = EasyInputMessage | ResponseInputItemMessage | ResponseOutputMessage | ResponseFunctionToolCall | ResponseInputItemFunctionCallOutput | ResponseReasoningItem; +type ResponseInputItemFunctionCallOutput = { + call_id: string; + output: string | ResponseFunctionCallOutputItemList; + type: "function_call_output"; + id?: string | null; + status?: "in_progress" | "completed" | "incomplete" | null; +}; +type ResponseInputItemMessage = { + content: ResponseInputMessageContentList; + role: "user" | "system" | "developer"; + status?: "in_progress" | "completed" | "incomplete"; + type?: "message"; +}; +type ResponseInputMessageContentList = Array; +type ResponseInputMessageItem = { + id: string; + content: ResponseInputMessageContentList; + role: "user" | "system" | "developer"; + status?: "in_progress" | "completed" | "incomplete"; + type?: "message"; +}; +type ResponseInputText = { + text: string; + type: "input_text"; +}; +type ResponseInputTextContent = { + text: string; + type: "input_text"; +}; +type ResponseItem = ResponseInputMessageItem | ResponseOutputMessage | ResponseFunctionToolCallItem | ResponseFunctionToolCallOutputItem; +type ResponseOutputItem = ResponseOutputMessage | ResponseFunctionToolCall | ResponseReasoningItem; +type ResponseOutputItemAddedEvent = { + item: ResponseOutputItem; + output_index: number; + sequence_number: number; + type: "response.output_item.added"; +}; +type ResponseOutputItemDoneEvent = { + item: ResponseOutputItem; + output_index: number; + sequence_number: number; + type: "response.output_item.done"; +}; +type ResponseOutputMessage = { + id: string; + content: Array; + role: "assistant"; + status: "in_progress" | "completed" | "incomplete"; + type: "message"; +}; +type ResponseOutputRefusal = { + refusal: string; + type: "refusal"; +}; +type ResponseOutputText = { + text: string; + type: "output_text"; + logprobs?: Array; +}; +type ResponseReasoningItem = { + id: string; + summary: Array; + type: "reasoning"; + content?: Array; + encrypted_content?: string | null; + status?: "in_progress" | "completed" | "incomplete"; +}; +type ResponseReasoningSummaryItem = { + text: string; + type: "summary_text"; +}; +type ResponseReasoningContentItem = { + text: string; + type: "reasoning_text"; +}; +type ResponseReasoningTextDeltaEvent = { + content_index: number; + delta: string; + item_id: string; + output_index: number; + sequence_number: number; + type: "response.reasoning_text.delta"; +}; +type ResponseReasoningTextDoneEvent = { + content_index: number; + item_id: string; + output_index: number; + sequence_number: number; + text: string; + type: "response.reasoning_text.done"; +}; +type ResponseRefusalDeltaEvent = { + content_index: number; + delta: string; + item_id: string; + output_index: number; + sequence_number: number; + type: "response.refusal.delta"; +}; +type ResponseRefusalDoneEvent = { + content_index: number; + item_id: string; + output_index: number; + refusal: string; + sequence_number: number; + type: "response.refusal.done"; +}; +type ResponseStatus = "completed" | "failed" | "in_progress" | "cancelled" | "queued" | "incomplete"; +type ResponseStreamEvent = ResponseCompletedEvent | ResponseCreatedEvent | ResponseErrorEvent | ResponseFunctionCallArgumentsDeltaEvent | ResponseFunctionCallArgumentsDoneEvent | ResponseFailedEvent | ResponseIncompleteEvent | ResponseOutputItemAddedEvent | ResponseOutputItemDoneEvent | ResponseReasoningTextDeltaEvent | ResponseReasoningTextDoneEvent | ResponseRefusalDeltaEvent | ResponseRefusalDoneEvent | ResponseTextDeltaEvent | ResponseTextDoneEvent; +type ResponseCompletedEvent = { + response: Response; + sequence_number: number; + type: "response.completed"; +}; +type ResponseTextConfig = { + format?: ResponseFormatTextConfig; + verbosity?: "low" | "medium" | "high" | null; +}; +type ResponseTextDeltaEvent = { + content_index: number; + delta: string; + item_id: string; + logprobs: Array; + output_index: number; + sequence_number: number; + type: "response.output_text.delta"; +}; +type ResponseTextDoneEvent = { + content_index: number; + item_id: string; + logprobs: Array; + output_index: number; + sequence_number: number; + text: string; + type: "response.output_text.done"; +}; +type Logprob = { + token: string; + logprob: number; + top_logprobs?: Array; +}; +type TopLogprob = { + token?: string; + logprob?: number; +}; +type ResponseUsage = { + input_tokens: number; + output_tokens: number; + total_tokens: number; +}; +type Tool = ResponsesFunctionTool; +type ToolChoiceFunction = { + name: string; + type: "function"; +}; +type ToolChoiceOptions = "none"; +type ReasoningEffort = "minimal" | "low" | "medium" | "high" | null; +type StreamOptions = { + include_obfuscation?: boolean; +}; +/** Marks keys from T that aren't in U as optional never */ +type Without = { + [P in Exclude]?: never; +}; +/** Either T or U, but not both (mutually exclusive) */ +type XOR = (T & Without) | (U & Without); +type Ai_Cf_Baai_Bge_Base_En_V1_5_Input = { + text: string | string[]; + /** + * The pooling method used in the embedding process. `cls` pooling will generate more accurate embeddings on larger inputs - however, embeddings created with cls pooling are not compatible with embeddings generated with mean pooling. The default pooling method is `mean` in order for this to not be a breaking change, but we highly suggest using the new `cls` pooling for better accuracy. + */ + pooling?: "mean" | "cls"; +} | { + /** + * Batch of the embeddings requests to run using async-queue + */ + requests: { + text: string | string[]; + /** + * The pooling method used in the embedding process. `cls` pooling will generate more accurate embeddings on larger inputs - however, embeddings created with cls pooling are not compatible with embeddings generated with mean pooling. The default pooling method is `mean` in order for this to not be a breaking change, but we highly suggest using the new `cls` pooling for better accuracy. + */ + pooling?: "mean" | "cls"; + }[]; +}; +type Ai_Cf_Baai_Bge_Base_En_V1_5_Output = { + shape?: number[]; + /** + * Embeddings of the requested text values + */ + data?: number[][]; + /** + * The pooling method used in the embedding process. + */ + pooling?: "mean" | "cls"; +} | Ai_Cf_Baai_Bge_Base_En_V1_5_AsyncResponse; +interface Ai_Cf_Baai_Bge_Base_En_V1_5_AsyncResponse { + /** + * The async request id that can be used to obtain the results. + */ + request_id?: string; +} +declare abstract class Base_Ai_Cf_Baai_Bge_Base_En_V1_5 { + inputs: Ai_Cf_Baai_Bge_Base_En_V1_5_Input; + postProcessedOutputs: Ai_Cf_Baai_Bge_Base_En_V1_5_Output; +} +type Ai_Cf_Openai_Whisper_Input = string | { + /** + * An array of integers that represent the audio data constrained to 8-bit unsigned integer values + */ + audio: number[]; +}; +interface Ai_Cf_Openai_Whisper_Output { + /** + * The transcription + */ + text: string; + word_count?: number; + words?: { + word?: string; + /** + * The second this word begins in the recording + */ + start?: number; + /** + * The ending second when the word completes + */ + end?: number; + }[]; + vtt?: string; +} +declare abstract class Base_Ai_Cf_Openai_Whisper { + inputs: Ai_Cf_Openai_Whisper_Input; + postProcessedOutputs: Ai_Cf_Openai_Whisper_Output; +} +type Ai_Cf_Meta_M2M100_1_2B_Input = { + /** + * The text to be translated + */ + text: string; + /** + * The language code of the source text (e.g., 'en' for English). Defaults to 'en' if not specified + */ + source_lang?: string; + /** + * The language code to translate the text into (e.g., 'es' for Spanish) + */ + target_lang: string; +} | { + /** + * Batch of the embeddings requests to run using async-queue + */ + requests: { + /** + * The text to be translated + */ + text: string; + /** + * The language code of the source text (e.g., 'en' for English). Defaults to 'en' if not specified + */ + source_lang?: string; + /** + * The language code to translate the text into (e.g., 'es' for Spanish) + */ + target_lang: string; + }[]; +}; +type Ai_Cf_Meta_M2M100_1_2B_Output = { + /** + * The translated text in the target language + */ + translated_text?: string; +} | Ai_Cf_Meta_M2M100_1_2B_AsyncResponse; +interface Ai_Cf_Meta_M2M100_1_2B_AsyncResponse { + /** + * The async request id that can be used to obtain the results. + */ + request_id?: string; +} +declare abstract class Base_Ai_Cf_Meta_M2M100_1_2B { + inputs: Ai_Cf_Meta_M2M100_1_2B_Input; + postProcessedOutputs: Ai_Cf_Meta_M2M100_1_2B_Output; +} +type Ai_Cf_Baai_Bge_Small_En_V1_5_Input = { + text: string | string[]; + /** + * The pooling method used in the embedding process. `cls` pooling will generate more accurate embeddings on larger inputs - however, embeddings created with cls pooling are not compatible with embeddings generated with mean pooling. The default pooling method is `mean` in order for this to not be a breaking change, but we highly suggest using the new `cls` pooling for better accuracy. + */ + pooling?: "mean" | "cls"; +} | { + /** + * Batch of the embeddings requests to run using async-queue + */ + requests: { + text: string | string[]; + /** + * The pooling method used in the embedding process. `cls` pooling will generate more accurate embeddings on larger inputs - however, embeddings created with cls pooling are not compatible with embeddings generated with mean pooling. The default pooling method is `mean` in order for this to not be a breaking change, but we highly suggest using the new `cls` pooling for better accuracy. + */ + pooling?: "mean" | "cls"; + }[]; +}; +type Ai_Cf_Baai_Bge_Small_En_V1_5_Output = { + shape?: number[]; + /** + * Embeddings of the requested text values + */ + data?: number[][]; + /** + * The pooling method used in the embedding process. + */ + pooling?: "mean" | "cls"; +} | Ai_Cf_Baai_Bge_Small_En_V1_5_AsyncResponse; +interface Ai_Cf_Baai_Bge_Small_En_V1_5_AsyncResponse { + /** + * The async request id that can be used to obtain the results. + */ + request_id?: string; +} +declare abstract class Base_Ai_Cf_Baai_Bge_Small_En_V1_5 { + inputs: Ai_Cf_Baai_Bge_Small_En_V1_5_Input; + postProcessedOutputs: Ai_Cf_Baai_Bge_Small_En_V1_5_Output; +} +type Ai_Cf_Baai_Bge_Large_En_V1_5_Input = { + text: string | string[]; + /** + * The pooling method used in the embedding process. `cls` pooling will generate more accurate embeddings on larger inputs - however, embeddings created with cls pooling are not compatible with embeddings generated with mean pooling. The default pooling method is `mean` in order for this to not be a breaking change, but we highly suggest using the new `cls` pooling for better accuracy. + */ + pooling?: "mean" | "cls"; +} | { + /** + * Batch of the embeddings requests to run using async-queue + */ + requests: { + text: string | string[]; + /** + * The pooling method used in the embedding process. `cls` pooling will generate more accurate embeddings on larger inputs - however, embeddings created with cls pooling are not compatible with embeddings generated with mean pooling. The default pooling method is `mean` in order for this to not be a breaking change, but we highly suggest using the new `cls` pooling for better accuracy. + */ + pooling?: "mean" | "cls"; + }[]; +}; +type Ai_Cf_Baai_Bge_Large_En_V1_5_Output = { + shape?: number[]; + /** + * Embeddings of the requested text values + */ + data?: number[][]; + /** + * The pooling method used in the embedding process. + */ + pooling?: "mean" | "cls"; +} | Ai_Cf_Baai_Bge_Large_En_V1_5_AsyncResponse; +interface Ai_Cf_Baai_Bge_Large_En_V1_5_AsyncResponse { + /** + * The async request id that can be used to obtain the results. + */ + request_id?: string; +} +declare abstract class Base_Ai_Cf_Baai_Bge_Large_En_V1_5 { + inputs: Ai_Cf_Baai_Bge_Large_En_V1_5_Input; + postProcessedOutputs: Ai_Cf_Baai_Bge_Large_En_V1_5_Output; +} +type Ai_Cf_Unum_Uform_Gen2_Qwen_500M_Input = string | { + /** + * The input text prompt for the model to generate a response. + */ + prompt?: string; + /** + * If true, a chat template is not applied and you must adhere to the specific model's expected formatting. + */ + raw?: boolean; + /** + * Controls the creativity of the AI's responses by adjusting how many possible words it considers. Lower values make outputs more predictable; higher values allow for more varied and creative responses. + */ + top_p?: number; + /** + * Limits the AI to choose from the top 'k' most probable words. Lower values make responses more focused; higher values introduce more variety and potential surprises. + */ + top_k?: number; + /** + * Random seed for reproducibility of the generation. + */ + seed?: number; + /** + * Penalty for repeated tokens; higher values discourage repetition. + */ + repetition_penalty?: number; + /** + * Decreases the likelihood of the model repeating the same lines verbatim. + */ + frequency_penalty?: number; + /** + * Increases the likelihood of the model introducing new topics. + */ + presence_penalty?: number; + image: number[] | (string & NonNullable); + /** + * The maximum number of tokens to generate in the response. + */ + max_tokens?: number; +}; +interface Ai_Cf_Unum_Uform_Gen2_Qwen_500M_Output { + description?: string; +} +declare abstract class Base_Ai_Cf_Unum_Uform_Gen2_Qwen_500M { + inputs: Ai_Cf_Unum_Uform_Gen2_Qwen_500M_Input; + postProcessedOutputs: Ai_Cf_Unum_Uform_Gen2_Qwen_500M_Output; +} +type Ai_Cf_Openai_Whisper_Tiny_En_Input = string | { + /** + * An array of integers that represent the audio data constrained to 8-bit unsigned integer values + */ + audio: number[]; +}; +interface Ai_Cf_Openai_Whisper_Tiny_En_Output { + /** + * The transcription + */ + text: string; + word_count?: number; + words?: { + word?: string; + /** + * The second this word begins in the recording + */ + start?: number; + /** + * The ending second when the word completes + */ + end?: number; + }[]; + vtt?: string; +} +declare abstract class Base_Ai_Cf_Openai_Whisper_Tiny_En { + inputs: Ai_Cf_Openai_Whisper_Tiny_En_Input; + postProcessedOutputs: Ai_Cf_Openai_Whisper_Tiny_En_Output; +} +interface Ai_Cf_Openai_Whisper_Large_V3_Turbo_Input { + audio: string | { + body?: object; + contentType?: string; + }; + /** + * Supported tasks are 'translate' or 'transcribe'. + */ + task?: string; + /** + * The language of the audio being transcribed or translated. + */ + language?: string; + /** + * Preprocess the audio with a voice activity detection model. + */ + vad_filter?: boolean; + /** + * A text prompt to help provide context to the model on the contents of the audio. + */ + initial_prompt?: string; + /** + * The prefix appended to the beginning of the output of the transcription and can guide the transcription result. + */ + prefix?: string; + /** + * The number of beams to use in beam search decoding. Higher values may improve accuracy at the cost of speed. + */ + beam_size?: number; + /** + * Whether to condition on previous text during transcription. Setting to false may help prevent hallucination loops. + */ + condition_on_previous_text?: boolean; + /** + * Threshold for detecting no-speech segments. Segments with no-speech probability above this value are skipped. + */ + no_speech_threshold?: number; + /** + * Threshold for filtering out segments with high compression ratio, which often indicate repetitive or hallucinated text. + */ + compression_ratio_threshold?: number; + /** + * Threshold for filtering out segments with low average log probability, indicating low confidence. + */ + log_prob_threshold?: number; + /** + * Optional threshold (in seconds) to skip silent periods that may cause hallucinations. + */ + hallucination_silence_threshold?: number; +} +interface Ai_Cf_Openai_Whisper_Large_V3_Turbo_Output { + transcription_info?: { + /** + * The language of the audio being transcribed or translated. + */ + language?: string; + /** + * The confidence level or probability of the detected language being accurate, represented as a decimal between 0 and 1. + */ + language_probability?: number; + /** + * The total duration of the original audio file, in seconds. + */ + duration?: number; + /** + * The duration of the audio after applying Voice Activity Detection (VAD) to remove silent or irrelevant sections, in seconds. + */ + duration_after_vad?: number; + }; + /** + * The complete transcription of the audio. + */ + text: string; + /** + * The total number of words in the transcription. + */ + word_count?: number; + segments?: { + /** + * The starting time of the segment within the audio, in seconds. + */ + start?: number; + /** + * The ending time of the segment within the audio, in seconds. + */ + end?: number; + /** + * The transcription of the segment. + */ + text?: string; + /** + * The temperature used in the decoding process, controlling randomness in predictions. Lower values result in more deterministic outputs. + */ + temperature?: number; + /** + * The average log probability of the predictions for the words in this segment, indicating overall confidence. + */ + avg_logprob?: number; + /** + * The compression ratio of the input to the output, measuring how much the text was compressed during the transcription process. + */ + compression_ratio?: number; + /** + * The probability that the segment contains no speech, represented as a decimal between 0 and 1. + */ + no_speech_prob?: number; + words?: { + /** + * The individual word transcribed from the audio. + */ + word?: string; + /** + * The starting time of the word within the audio, in seconds. + */ + start?: number; + /** + * The ending time of the word within the audio, in seconds. + */ + end?: number; + }[]; + }[]; + /** + * The transcription in WebVTT format, which includes timing and text information for use in subtitles. + */ + vtt?: string; +} +declare abstract class Base_Ai_Cf_Openai_Whisper_Large_V3_Turbo { + inputs: Ai_Cf_Openai_Whisper_Large_V3_Turbo_Input; + postProcessedOutputs: Ai_Cf_Openai_Whisper_Large_V3_Turbo_Output; +} +type Ai_Cf_Baai_Bge_M3_Input = Ai_Cf_Baai_Bge_M3_Input_QueryAnd_Contexts | Ai_Cf_Baai_Bge_M3_Input_Embedding | { + /** + * Batch of the embeddings requests to run using async-queue + */ + requests: (Ai_Cf_Baai_Bge_M3_Input_QueryAnd_Contexts_1 | Ai_Cf_Baai_Bge_M3_Input_Embedding_1)[]; +}; +interface Ai_Cf_Baai_Bge_M3_Input_QueryAnd_Contexts { + /** + * A query you wish to perform against the provided contexts. If no query is provided the model with respond with embeddings for contexts + */ + query?: string; + /** + * List of provided contexts. Note that the index in this array is important, as the response will refer to it. + */ + contexts: { + /** + * One of the provided context content + */ + text?: string; + }[]; + /** + * When provided with too long context should the model error out or truncate the context to fit? + */ + truncate_inputs?: boolean; +} +interface Ai_Cf_Baai_Bge_M3_Input_Embedding { + text: string | string[]; + /** + * When provided with too long context should the model error out or truncate the context to fit? + */ + truncate_inputs?: boolean; +} +interface Ai_Cf_Baai_Bge_M3_Input_QueryAnd_Contexts_1 { + /** + * A query you wish to perform against the provided contexts. If no query is provided the model with respond with embeddings for contexts + */ + query?: string; + /** + * List of provided contexts. Note that the index in this array is important, as the response will refer to it. + */ + contexts: { + /** + * One of the provided context content + */ + text?: string; + }[]; + /** + * When provided with too long context should the model error out or truncate the context to fit? + */ + truncate_inputs?: boolean; +} +interface Ai_Cf_Baai_Bge_M3_Input_Embedding_1 { + text: string | string[]; + /** + * When provided with too long context should the model error out or truncate the context to fit? + */ + truncate_inputs?: boolean; +} +type Ai_Cf_Baai_Bge_M3_Output = Ai_Cf_Baai_Bge_M3_Output_Query | Ai_Cf_Baai_Bge_M3_Output_EmbeddingFor_Contexts | Ai_Cf_Baai_Bge_M3_Output_Embedding | Ai_Cf_Baai_Bge_M3_AsyncResponse; +interface Ai_Cf_Baai_Bge_M3_Output_Query { + response?: { + /** + * Index of the context in the request + */ + id?: number; + /** + * Score of the context under the index. + */ + score?: number; + }[]; +} +interface Ai_Cf_Baai_Bge_M3_Output_EmbeddingFor_Contexts { + response?: number[][]; + shape?: number[]; + /** + * The pooling method used in the embedding process. + */ + pooling?: "mean" | "cls"; +} +interface Ai_Cf_Baai_Bge_M3_Output_Embedding { + shape?: number[]; + /** + * Embeddings of the requested text values + */ + data?: number[][]; + /** + * The pooling method used in the embedding process. + */ + pooling?: "mean" | "cls"; +} +interface Ai_Cf_Baai_Bge_M3_AsyncResponse { + /** + * The async request id that can be used to obtain the results. + */ + request_id?: string; +} +declare abstract class Base_Ai_Cf_Baai_Bge_M3 { + inputs: Ai_Cf_Baai_Bge_M3_Input; + postProcessedOutputs: Ai_Cf_Baai_Bge_M3_Output; +} +interface Ai_Cf_Black_Forest_Labs_Flux_1_Schnell_Input { + /** + * A text description of the image you want to generate. + */ + prompt: string; + /** + * The number of diffusion steps; higher values can improve quality but take longer. + */ + steps?: number; +} +interface Ai_Cf_Black_Forest_Labs_Flux_1_Schnell_Output { + /** + * The generated image in Base64 format. + */ + image?: string; +} +declare abstract class Base_Ai_Cf_Black_Forest_Labs_Flux_1_Schnell { + inputs: Ai_Cf_Black_Forest_Labs_Flux_1_Schnell_Input; + postProcessedOutputs: Ai_Cf_Black_Forest_Labs_Flux_1_Schnell_Output; +} +type Ai_Cf_Meta_Llama_3_2_11B_Vision_Instruct_Input = Ai_Cf_Meta_Llama_3_2_11B_Vision_Instruct_Prompt | Ai_Cf_Meta_Llama_3_2_11B_Vision_Instruct_Messages; +interface Ai_Cf_Meta_Llama_3_2_11B_Vision_Instruct_Prompt { + /** + * The input text prompt for the model to generate a response. + */ + prompt: string; + image?: number[] | (string & NonNullable); + /** + * If true, a chat template is not applied and you must adhere to the specific model's expected formatting. + */ + raw?: boolean; + /** + * If true, the response will be streamed back incrementally using SSE, Server Sent Events. + */ + stream?: boolean; + /** + * The maximum number of tokens to generate in the response. + */ + max_tokens?: number; + /** + * Controls the randomness of the output; higher values produce more random results. + */ + temperature?: number; + /** + * Adjusts the creativity of the AI's responses by controlling how many possible words it considers. Lower values make outputs more predictable; higher values allow for more varied and creative responses. + */ + top_p?: number; + /** + * Limits the AI to choose from the top 'k' most probable words. Lower values make responses more focused; higher values introduce more variety and potential surprises. + */ + top_k?: number; + /** + * Random seed for reproducibility of the generation. + */ + seed?: number; + /** + * Penalty for repeated tokens; higher values discourage repetition. + */ + repetition_penalty?: number; + /** + * Decreases the likelihood of the model repeating the same lines verbatim. + */ + frequency_penalty?: number; + /** + * Increases the likelihood of the model introducing new topics. + */ + presence_penalty?: number; + /** + * Name of the LoRA (Low-Rank Adaptation) model to fine-tune the base model. + */ + lora?: string; +} +interface Ai_Cf_Meta_Llama_3_2_11B_Vision_Instruct_Messages { + /** + * An array of message objects representing the conversation history. + */ + messages: { + /** + * The role of the message sender (e.g., 'user', 'assistant', 'system', 'tool'). + */ + role?: string; + /** + * The tool call id. If you don't know what to put here you can fall back to 000000001 + */ + tool_call_id?: string; + content?: string | { + /** + * Type of the content provided + */ + type?: string; + text?: string; + image_url?: { + /** + * image uri with data (e.g. data:image/jpeg;base64,/9j/...). HTTP URL will not be accepted + */ + url?: string; + }; + }[] | { + /** + * Type of the content provided + */ + type?: string; + text?: string; + image_url?: { + /** + * image uri with data (e.g. data:image/jpeg;base64,/9j/...). HTTP URL will not be accepted + */ + url?: string; + }; + }; + }[]; + image?: number[] | (string & NonNullable); + functions?: { + name: string; + code: string; + }[]; + /** + * A list of tools available for the assistant to use. + */ + tools?: ({ + /** + * The name of the tool. More descriptive the better. + */ + name: string; + /** + * A brief description of what the tool does. + */ + description: string; + /** + * Schema defining the parameters accepted by the tool. + */ + parameters: { + /** + * The type of the parameters object (usually 'object'). + */ + type: string; + /** + * List of required parameter names. + */ + required?: string[]; + /** + * Definitions of each parameter. + */ + properties: { + [k: string]: { + /** + * The data type of the parameter. + */ + type: string; + /** + * A description of the expected parameter. + */ + description: string; + }; + }; + }; + } | { + /** + * Specifies the type of tool (e.g., 'function'). + */ + type: string; + /** + * Details of the function tool. + */ + function: { + /** + * The name of the function. + */ + name: string; + /** + * A brief description of what the function does. + */ + description: string; + /** + * Schema defining the parameters accepted by the function. + */ + parameters: { + /** + * The type of the parameters object (usually 'object'). + */ + type: string; + /** + * List of required parameter names. + */ + required?: string[]; + /** + * Definitions of each parameter. + */ + properties: { + [k: string]: { + /** + * The data type of the parameter. + */ + type: string; + /** + * A description of the expected parameter. + */ + description: string; + }; + }; + }; + }; + })[]; + /** + * If true, the response will be streamed back incrementally. + */ + stream?: boolean; + /** + * The maximum number of tokens to generate in the response. + */ + max_tokens?: number; + /** + * Controls the randomness of the output; higher values produce more random results. + */ + temperature?: number; + /** + * Controls the creativity of the AI's responses by adjusting how many possible words it considers. Lower values make outputs more predictable; higher values allow for more varied and creative responses. + */ + top_p?: number; + /** + * Limits the AI to choose from the top 'k' most probable words. Lower values make responses more focused; higher values introduce more variety and potential surprises. + */ + top_k?: number; + /** + * Random seed for reproducibility of the generation. + */ + seed?: number; + /** + * Penalty for repeated tokens; higher values discourage repetition. + */ + repetition_penalty?: number; + /** + * Decreases the likelihood of the model repeating the same lines verbatim. + */ + frequency_penalty?: number; + /** + * Increases the likelihood of the model introducing new topics. + */ + presence_penalty?: number; +} +type Ai_Cf_Meta_Llama_3_2_11B_Vision_Instruct_Output = { + /** + * The generated text response from the model + */ + response?: string; + /** + * An array of tool calls requests made during the response generation + */ + tool_calls?: { + /** + * The arguments passed to be passed to the tool call request + */ + arguments?: object; + /** + * The name of the tool to be called + */ + name?: string; + }[]; +}; +declare abstract class Base_Ai_Cf_Meta_Llama_3_2_11B_Vision_Instruct { + inputs: Ai_Cf_Meta_Llama_3_2_11B_Vision_Instruct_Input; + postProcessedOutputs: Ai_Cf_Meta_Llama_3_2_11B_Vision_Instruct_Output; +} +type Ai_Cf_Meta_Llama_3_3_70B_Instruct_Fp8_Fast_Input = Ai_Cf_Meta_Llama_3_3_70B_Instruct_Fp8_Fast_Prompt | Ai_Cf_Meta_Llama_3_3_70B_Instruct_Fp8_Fast_Messages | Ai_Cf_Meta_Llama_3_3_70B_Instruct_Fp8_Fast_Async_Batch; +interface Ai_Cf_Meta_Llama_3_3_70B_Instruct_Fp8_Fast_Prompt { + /** + * The input text prompt for the model to generate a response. + */ + prompt: string; + /** + * Name of the LoRA (Low-Rank Adaptation) model to fine-tune the base model. + */ + lora?: string; + response_format?: Ai_Cf_Meta_Llama_3_3_70B_Instruct_Fp8_Fast_JSON_Mode; + /** + * If true, a chat template is not applied and you must adhere to the specific model's expected formatting. + */ + raw?: boolean; + /** + * If true, the response will be streamed back incrementally using SSE, Server Sent Events. + */ + stream?: boolean; + /** + * The maximum number of tokens to generate in the response. + */ + max_tokens?: number; + /** + * Controls the randomness of the output; higher values produce more random results. + */ + temperature?: number; + /** + * Adjusts the creativity of the AI's responses by controlling how many possible words it considers. Lower values make outputs more predictable; higher values allow for more varied and creative responses. + */ + top_p?: number; + /** + * Limits the AI to choose from the top 'k' most probable words. Lower values make responses more focused; higher values introduce more variety and potential surprises. + */ + top_k?: number; + /** + * Random seed for reproducibility of the generation. + */ + seed?: number; + /** + * Penalty for repeated tokens; higher values discourage repetition. + */ + repetition_penalty?: number; + /** + * Decreases the likelihood of the model repeating the same lines verbatim. + */ + frequency_penalty?: number; + /** + * Increases the likelihood of the model introducing new topics. + */ + presence_penalty?: number; +} +interface Ai_Cf_Meta_Llama_3_3_70B_Instruct_Fp8_Fast_JSON_Mode { + type?: "json_object" | "json_schema"; + json_schema?: unknown; +} +interface Ai_Cf_Meta_Llama_3_3_70B_Instruct_Fp8_Fast_Messages { + /** + * An array of message objects representing the conversation history. + */ + messages: { + /** + * The role of the message sender (e.g., 'user', 'assistant', 'system', 'tool'). + */ + role: string; + content: string | { + /** + * Type of the content (text) + */ + type?: string; + /** + * Text content + */ + text?: string; + }[]; + }[]; + functions?: { + name: string; + code: string; + }[]; + /** + * A list of tools available for the assistant to use. + */ + tools?: ({ + /** + * The name of the tool. More descriptive the better. + */ + name: string; + /** + * A brief description of what the tool does. + */ + description: string; + /** + * Schema defining the parameters accepted by the tool. + */ + parameters: { + /** + * The type of the parameters object (usually 'object'). + */ + type: string; + /** + * List of required parameter names. + */ + required?: string[]; + /** + * Definitions of each parameter. + */ + properties: { + [k: string]: { + /** + * The data type of the parameter. + */ + type: string; + /** + * A description of the expected parameter. + */ + description: string; + }; + }; + }; + } | { + /** + * Specifies the type of tool (e.g., 'function'). + */ + type: string; + /** + * Details of the function tool. + */ + function: { + /** + * The name of the function. + */ + name: string; + /** + * A brief description of what the function does. + */ + description: string; + /** + * Schema defining the parameters accepted by the function. + */ + parameters: { + /** + * The type of the parameters object (usually 'object'). + */ + type: string; + /** + * List of required parameter names. + */ + required?: string[]; + /** + * Definitions of each parameter. + */ + properties: { + [k: string]: { + /** + * The data type of the parameter. + */ + type: string; + /** + * A description of the expected parameter. + */ + description: string; + }; + }; + }; + }; + })[]; + response_format?: Ai_Cf_Meta_Llama_3_3_70B_Instruct_Fp8_Fast_JSON_Mode_1; + /** + * If true, a chat template is not applied and you must adhere to the specific model's expected formatting. + */ + raw?: boolean; + /** + * If true, the response will be streamed back incrementally using SSE, Server Sent Events. + */ + stream?: boolean; + /** + * The maximum number of tokens to generate in the response. + */ + max_tokens?: number; + /** + * Controls the randomness of the output; higher values produce more random results. + */ + temperature?: number; + /** + * Adjusts the creativity of the AI's responses by controlling how many possible words it considers. Lower values make outputs more predictable; higher values allow for more varied and creative responses. + */ + top_p?: number; + /** + * Limits the AI to choose from the top 'k' most probable words. Lower values make responses more focused; higher values introduce more variety and potential surprises. + */ + top_k?: number; + /** + * Random seed for reproducibility of the generation. + */ + seed?: number; + /** + * Penalty for repeated tokens; higher values discourage repetition. + */ + repetition_penalty?: number; + /** + * Decreases the likelihood of the model repeating the same lines verbatim. + */ + frequency_penalty?: number; + /** + * Increases the likelihood of the model introducing new topics. + */ + presence_penalty?: number; +} +interface Ai_Cf_Meta_Llama_3_3_70B_Instruct_Fp8_Fast_JSON_Mode_1 { + type?: "json_object" | "json_schema"; + json_schema?: unknown; +} +interface Ai_Cf_Meta_Llama_3_3_70B_Instruct_Fp8_Fast_Async_Batch { + requests?: { + /** + * User-supplied reference. This field will be present in the response as well it can be used to reference the request and response. It's NOT validated to be unique. + */ + external_reference?: string; + /** + * Prompt for the text generation model + */ + prompt?: string; + /** + * If true, the response will be streamed back incrementally using SSE, Server Sent Events. + */ + stream?: boolean; + /** + * The maximum number of tokens to generate in the response. + */ + max_tokens?: number; + /** + * Controls the randomness of the output; higher values produce more random results. + */ + temperature?: number; + /** + * Adjusts the creativity of the AI's responses by controlling how many possible words it considers. Lower values make outputs more predictable; higher values allow for more varied and creative responses. + */ + top_p?: number; + /** + * Random seed for reproducibility of the generation. + */ + seed?: number; + /** + * Penalty for repeated tokens; higher values discourage repetition. + */ + repetition_penalty?: number; + /** + * Decreases the likelihood of the model repeating the same lines verbatim. + */ + frequency_penalty?: number; + /** + * Increases the likelihood of the model introducing new topics. + */ + presence_penalty?: number; + response_format?: Ai_Cf_Meta_Llama_3_3_70B_Instruct_Fp8_Fast_JSON_Mode_2; + }[]; +} +interface Ai_Cf_Meta_Llama_3_3_70B_Instruct_Fp8_Fast_JSON_Mode_2 { + type?: "json_object" | "json_schema"; + json_schema?: unknown; +} +type Ai_Cf_Meta_Llama_3_3_70B_Instruct_Fp8_Fast_Output = { + /** + * The generated text response from the model + */ + response: string; + /** + * Usage statistics for the inference request + */ + usage?: { + /** + * Total number of tokens in input + */ + prompt_tokens?: number; + /** + * Total number of tokens in output + */ + completion_tokens?: number; + /** + * Total number of input and output tokens + */ + total_tokens?: number; + }; + /** + * An array of tool calls requests made during the response generation + */ + tool_calls?: { + /** + * The arguments passed to be passed to the tool call request + */ + arguments?: object; + /** + * The name of the tool to be called + */ + name?: string; + }[]; +} | string | Ai_Cf_Meta_Llama_3_3_70B_Instruct_Fp8_Fast_AsyncResponse; +interface Ai_Cf_Meta_Llama_3_3_70B_Instruct_Fp8_Fast_AsyncResponse { + /** + * The async request id that can be used to obtain the results. + */ + request_id?: string; +} +declare abstract class Base_Ai_Cf_Meta_Llama_3_3_70B_Instruct_Fp8_Fast { + inputs: Ai_Cf_Meta_Llama_3_3_70B_Instruct_Fp8_Fast_Input; + postProcessedOutputs: Ai_Cf_Meta_Llama_3_3_70B_Instruct_Fp8_Fast_Output; +} +interface Ai_Cf_Meta_Llama_Guard_3_8B_Input { + /** + * An array of message objects representing the conversation history. + */ + messages: { + /** + * The role of the message sender must alternate between 'user' and 'assistant'. + */ + role: "user" | "assistant"; + /** + * The content of the message as a string. + */ + content: string; + }[]; + /** + * The maximum number of tokens to generate in the response. + */ + max_tokens?: number; + /** + * Controls the randomness of the output; higher values produce more random results. + */ + temperature?: number; + /** + * Dictate the output format of the generated response. + */ + response_format?: { + /** + * Set to json_object to process and output generated text as JSON. + */ + type?: string; + }; +} +interface Ai_Cf_Meta_Llama_Guard_3_8B_Output { + response?: string | { + /** + * Whether the conversation is safe or not. + */ + safe?: boolean; + /** + * A list of what hazard categories predicted for the conversation, if the conversation is deemed unsafe. + */ + categories?: string[]; + }; + /** + * Usage statistics for the inference request + */ + usage?: { + /** + * Total number of tokens in input + */ + prompt_tokens?: number; + /** + * Total number of tokens in output + */ + completion_tokens?: number; + /** + * Total number of input and output tokens + */ + total_tokens?: number; + }; +} +declare abstract class Base_Ai_Cf_Meta_Llama_Guard_3_8B { + inputs: Ai_Cf_Meta_Llama_Guard_3_8B_Input; + postProcessedOutputs: Ai_Cf_Meta_Llama_Guard_3_8B_Output; +} +interface Ai_Cf_Baai_Bge_Reranker_Base_Input { + /** + * A query you wish to perform against the provided contexts. + */ + /** + * Number of returned results starting with the best score. + */ + top_k?: number; + /** + * List of provided contexts. Note that the index in this array is important, as the response will refer to it. + */ + contexts: { + /** + * One of the provided context content + */ + text?: string; + }[]; +} +interface Ai_Cf_Baai_Bge_Reranker_Base_Output { + response?: { + /** + * Index of the context in the request + */ + id?: number; + /** + * Score of the context under the index. + */ + score?: number; + }[]; +} +declare abstract class Base_Ai_Cf_Baai_Bge_Reranker_Base { + inputs: Ai_Cf_Baai_Bge_Reranker_Base_Input; + postProcessedOutputs: Ai_Cf_Baai_Bge_Reranker_Base_Output; +} +type Ai_Cf_Qwen_Qwen2_5_Coder_32B_Instruct_Input = Ai_Cf_Qwen_Qwen2_5_Coder_32B_Instruct_Prompt | Ai_Cf_Qwen_Qwen2_5_Coder_32B_Instruct_Messages; +interface Ai_Cf_Qwen_Qwen2_5_Coder_32B_Instruct_Prompt { + /** + * The input text prompt for the model to generate a response. + */ + prompt: string; + /** + * Name of the LoRA (Low-Rank Adaptation) model to fine-tune the base model. + */ + lora?: string; + response_format?: Ai_Cf_Qwen_Qwen2_5_Coder_32B_Instruct_JSON_Mode; + /** + * If true, a chat template is not applied and you must adhere to the specific model's expected formatting. + */ + raw?: boolean; + /** + * If true, the response will be streamed back incrementally using SSE, Server Sent Events. + */ + stream?: boolean; + /** + * The maximum number of tokens to generate in the response. + */ + max_tokens?: number; + /** + * Controls the randomness of the output; higher values produce more random results. + */ + temperature?: number; + /** + * Adjusts the creativity of the AI's responses by controlling how many possible words it considers. Lower values make outputs more predictable; higher values allow for more varied and creative responses. + */ + top_p?: number; + /** + * Limits the AI to choose from the top 'k' most probable words. Lower values make responses more focused; higher values introduce more variety and potential surprises. + */ + top_k?: number; + /** + * Random seed for reproducibility of the generation. + */ + seed?: number; + /** + * Penalty for repeated tokens; higher values discourage repetition. + */ + repetition_penalty?: number; + /** + * Decreases the likelihood of the model repeating the same lines verbatim. + */ + frequency_penalty?: number; + /** + * Increases the likelihood of the model introducing new topics. + */ + presence_penalty?: number; +} +interface Ai_Cf_Qwen_Qwen2_5_Coder_32B_Instruct_JSON_Mode { + type?: "json_object" | "json_schema"; + json_schema?: unknown; +} +interface Ai_Cf_Qwen_Qwen2_5_Coder_32B_Instruct_Messages { + /** + * An array of message objects representing the conversation history. + */ + messages: { + /** + * The role of the message sender (e.g., 'user', 'assistant', 'system', 'tool'). + */ + role: string; + /** + * The content of the message as a string. + */ + content: string; + }[]; + functions?: { + name: string; + code: string; + }[]; + /** + * A list of tools available for the assistant to use. + */ + tools?: ({ + /** + * The name of the tool. More descriptive the better. + */ + name: string; + /** + * A brief description of what the tool does. + */ + description: string; + /** + * Schema defining the parameters accepted by the tool. + */ + parameters: { + /** + * The type of the parameters object (usually 'object'). + */ + type: string; + /** + * List of required parameter names. + */ + required?: string[]; + /** + * Definitions of each parameter. + */ + properties: { + [k: string]: { + /** + * The data type of the parameter. + */ + type: string; + /** + * A description of the expected parameter. + */ + description: string; + }; + }; + }; + } | { + /** + * Specifies the type of tool (e.g., 'function'). + */ + type: string; + /** + * Details of the function tool. + */ + function: { + /** + * The name of the function. + */ + name: string; + /** + * A brief description of what the function does. + */ + description: string; + /** + * Schema defining the parameters accepted by the function. + */ + parameters: { + /** + * The type of the parameters object (usually 'object'). + */ + type: string; + /** + * List of required parameter names. + */ + required?: string[]; + /** + * Definitions of each parameter. + */ + properties: { + [k: string]: { + /** + * The data type of the parameter. + */ + type: string; + /** + * A description of the expected parameter. + */ + description: string; + }; + }; + }; + }; + })[]; + response_format?: Ai_Cf_Qwen_Qwen2_5_Coder_32B_Instruct_JSON_Mode_1; + /** + * If true, a chat template is not applied and you must adhere to the specific model's expected formatting. + */ + raw?: boolean; + /** + * If true, the response will be streamed back incrementally using SSE, Server Sent Events. + */ + stream?: boolean; + /** + * The maximum number of tokens to generate in the response. + */ + max_tokens?: number; + /** + * Controls the randomness of the output; higher values produce more random results. + */ + temperature?: number; + /** + * Adjusts the creativity of the AI's responses by controlling how many possible words it considers. Lower values make outputs more predictable; higher values allow for more varied and creative responses. + */ + top_p?: number; + /** + * Limits the AI to choose from the top 'k' most probable words. Lower values make responses more focused; higher values introduce more variety and potential surprises. + */ + top_k?: number; + /** + * Random seed for reproducibility of the generation. + */ + seed?: number; + /** + * Penalty for repeated tokens; higher values discourage repetition. + */ + repetition_penalty?: number; + /** + * Decreases the likelihood of the model repeating the same lines verbatim. + */ + frequency_penalty?: number; + /** + * Increases the likelihood of the model introducing new topics. + */ + presence_penalty?: number; +} +interface Ai_Cf_Qwen_Qwen2_5_Coder_32B_Instruct_JSON_Mode_1 { + type?: "json_object" | "json_schema"; + json_schema?: unknown; +} +type Ai_Cf_Qwen_Qwen2_5_Coder_32B_Instruct_Output = { + /** + * The generated text response from the model + */ + response: string; + /** + * Usage statistics for the inference request + */ + usage?: { + /** + * Total number of tokens in input + */ + prompt_tokens?: number; + /** + * Total number of tokens in output + */ + completion_tokens?: number; + /** + * Total number of input and output tokens + */ + total_tokens?: number; + }; + /** + * An array of tool calls requests made during the response generation + */ + tool_calls?: { + /** + * The arguments passed to be passed to the tool call request + */ + arguments?: object; + /** + * The name of the tool to be called + */ + name?: string; + }[]; +}; +declare abstract class Base_Ai_Cf_Qwen_Qwen2_5_Coder_32B_Instruct { + inputs: Ai_Cf_Qwen_Qwen2_5_Coder_32B_Instruct_Input; + postProcessedOutputs: Ai_Cf_Qwen_Qwen2_5_Coder_32B_Instruct_Output; +} +type Ai_Cf_Qwen_Qwq_32B_Input = Ai_Cf_Qwen_Qwq_32B_Prompt | Ai_Cf_Qwen_Qwq_32B_Messages; +interface Ai_Cf_Qwen_Qwq_32B_Prompt { + /** + * The input text prompt for the model to generate a response. + */ + prompt: string; + /** + * JSON schema that should be fulfilled for the response. + */ + guided_json?: object; + /** + * If true, a chat template is not applied and you must adhere to the specific model's expected formatting. + */ + raw?: boolean; + /** + * If true, the response will be streamed back incrementally using SSE, Server Sent Events. + */ + stream?: boolean; + /** + * The maximum number of tokens to generate in the response. + */ + max_tokens?: number; + /** + * Controls the randomness of the output; higher values produce more random results. + */ + temperature?: number; + /** + * Adjusts the creativity of the AI's responses by controlling how many possible words it considers. Lower values make outputs more predictable; higher values allow for more varied and creative responses. + */ + top_p?: number; + /** + * Limits the AI to choose from the top 'k' most probable words. Lower values make responses more focused; higher values introduce more variety and potential surprises. + */ + top_k?: number; + /** + * Random seed for reproducibility of the generation. + */ + seed?: number; + /** + * Penalty for repeated tokens; higher values discourage repetition. + */ + repetition_penalty?: number; + /** + * Decreases the likelihood of the model repeating the same lines verbatim. + */ + frequency_penalty?: number; + /** + * Increases the likelihood of the model introducing new topics. + */ + presence_penalty?: number; +} +interface Ai_Cf_Qwen_Qwq_32B_Messages { + /** + * An array of message objects representing the conversation history. + */ + messages: { + /** + * The role of the message sender (e.g., 'user', 'assistant', 'system', 'tool'). + */ + role?: string; + /** + * The tool call id. If you don't know what to put here you can fall back to 000000001 + */ + tool_call_id?: string; + content?: string | { + /** + * Type of the content provided + */ + type?: string; + text?: string; + image_url?: { + /** + * image uri with data (e.g. data:image/jpeg;base64,/9j/...). HTTP URL will not be accepted + */ + url?: string; + }; + }[] | { + /** + * Type of the content provided + */ + type?: string; + text?: string; + image_url?: { + /** + * image uri with data (e.g. data:image/jpeg;base64,/9j/...). HTTP URL will not be accepted + */ + url?: string; + }; + }; + }[]; + functions?: { + name: string; + code: string; + }[]; + /** + * A list of tools available for the assistant to use. + */ + tools?: ({ + /** + * The name of the tool. More descriptive the better. + */ + name: string; + /** + * A brief description of what the tool does. + */ + description: string; + /** + * Schema defining the parameters accepted by the tool. + */ + parameters: { + /** + * The type of the parameters object (usually 'object'). + */ + type: string; + /** + * List of required parameter names. + */ + required?: string[]; + /** + * Definitions of each parameter. + */ + properties: { + [k: string]: { + /** + * The data type of the parameter. + */ + type: string; + /** + * A description of the expected parameter. + */ + description: string; + }; + }; + }; + } | { + /** + * Specifies the type of tool (e.g., 'function'). + */ + type: string; + /** + * Details of the function tool. + */ + function: { + /** + * The name of the function. + */ + name: string; + /** + * A brief description of what the function does. + */ + description: string; + /** + * Schema defining the parameters accepted by the function. + */ + parameters: { + /** + * The type of the parameters object (usually 'object'). + */ + type: string; + /** + * List of required parameter names. + */ + required?: string[]; + /** + * Definitions of each parameter. + */ + properties: { + [k: string]: { + /** + * The data type of the parameter. + */ + type: string; + /** + * A description of the expected parameter. + */ + description: string; + }; + }; + }; + }; + })[]; + /** + * JSON schema that should be fufilled for the response. + */ + guided_json?: object; + /** + * If true, a chat template is not applied and you must adhere to the specific model's expected formatting. + */ + raw?: boolean; + /** + * If true, the response will be streamed back incrementally using SSE, Server Sent Events. + */ + stream?: boolean; + /** + * The maximum number of tokens to generate in the response. + */ + max_tokens?: number; + /** + * Controls the randomness of the output; higher values produce more random results. + */ + temperature?: number; + /** + * Adjusts the creativity of the AI's responses by controlling how many possible words it considers. Lower values make outputs more predictable; higher values allow for more varied and creative responses. + */ + top_p?: number; + /** + * Limits the AI to choose from the top 'k' most probable words. Lower values make responses more focused; higher values introduce more variety and potential surprises. + */ + top_k?: number; + /** + * Random seed for reproducibility of the generation. + */ + seed?: number; + /** + * Penalty for repeated tokens; higher values discourage repetition. + */ + repetition_penalty?: number; + /** + * Decreases the likelihood of the model repeating the same lines verbatim. + */ + frequency_penalty?: number; + /** + * Increases the likelihood of the model introducing new topics. + */ + presence_penalty?: number; +} +type Ai_Cf_Qwen_Qwq_32B_Output = { + /** + * The generated text response from the model + */ + response: string; + /** + * Usage statistics for the inference request + */ + usage?: { + /** + * Total number of tokens in input + */ + prompt_tokens?: number; + /** + * Total number of tokens in output + */ + completion_tokens?: number; + /** + * Total number of input and output tokens + */ + total_tokens?: number; + }; + /** + * An array of tool calls requests made during the response generation + */ + tool_calls?: { + /** + * The arguments passed to be passed to the tool call request + */ + arguments?: object; + /** + * The name of the tool to be called + */ + name?: string; + }[]; +}; +declare abstract class Base_Ai_Cf_Qwen_Qwq_32B { + inputs: Ai_Cf_Qwen_Qwq_32B_Input; + postProcessedOutputs: Ai_Cf_Qwen_Qwq_32B_Output; +} +type Ai_Cf_Mistralai_Mistral_Small_3_1_24B_Instruct_Input = Ai_Cf_Mistralai_Mistral_Small_3_1_24B_Instruct_Prompt | Ai_Cf_Mistralai_Mistral_Small_3_1_24B_Instruct_Messages; +interface Ai_Cf_Mistralai_Mistral_Small_3_1_24B_Instruct_Prompt { + /** + * The input text prompt for the model to generate a response. + */ + prompt: string; + /** + * JSON schema that should be fulfilled for the response. + */ + guided_json?: object; + /** + * If true, a chat template is not applied and you must adhere to the specific model's expected formatting. + */ + raw?: boolean; + /** + * If true, the response will be streamed back incrementally using SSE, Server Sent Events. + */ + stream?: boolean; + /** + * The maximum number of tokens to generate in the response. + */ + max_tokens?: number; + /** + * Controls the randomness of the output; higher values produce more random results. + */ + temperature?: number; + /** + * Adjusts the creativity of the AI's responses by controlling how many possible words it considers. Lower values make outputs more predictable; higher values allow for more varied and creative responses. + */ + top_p?: number; + /** + * Limits the AI to choose from the top 'k' most probable words. Lower values make responses more focused; higher values introduce more variety and potential surprises. + */ + top_k?: number; + /** + * Random seed for reproducibility of the generation. + */ + seed?: number; + /** + * Penalty for repeated tokens; higher values discourage repetition. + */ + repetition_penalty?: number; + /** + * Decreases the likelihood of the model repeating the same lines verbatim. + */ + frequency_penalty?: number; + /** + * Increases the likelihood of the model introducing new topics. + */ + presence_penalty?: number; +} +interface Ai_Cf_Mistralai_Mistral_Small_3_1_24B_Instruct_Messages { + /** + * An array of message objects representing the conversation history. + */ + messages: { + /** + * The role of the message sender (e.g., 'user', 'assistant', 'system', 'tool'). + */ + role?: string; + /** + * The tool call id. Must be supplied for tool calls for Mistral-3. If you don't know what to put here you can fall back to 000000001 + */ + tool_call_id?: string; + content?: string | { + /** + * Type of the content provided + */ + type?: string; + text?: string; + image_url?: { + /** + * image uri with data (e.g. data:image/jpeg;base64,/9j/...). HTTP URL will not be accepted + */ + url?: string; + }; + }[] | { + /** + * Type of the content provided + */ + type?: string; + text?: string; + image_url?: { + /** + * image uri with data (e.g. data:image/jpeg;base64,/9j/...). HTTP URL will not be accepted + */ + url?: string; + }; + }; + }[]; + functions?: { + name: string; + code: string; + }[]; + /** + * A list of tools available for the assistant to use. + */ + tools?: ({ + /** + * The name of the tool. More descriptive the better. + */ + name: string; + /** + * A brief description of what the tool does. + */ + description: string; + /** + * Schema defining the parameters accepted by the tool. + */ + parameters: { + /** + * The type of the parameters object (usually 'object'). + */ + type: string; + /** + * List of required parameter names. + */ + required?: string[]; + /** + * Definitions of each parameter. + */ + properties: { + [k: string]: { + /** + * The data type of the parameter. + */ + type: string; + /** + * A description of the expected parameter. + */ + description: string; + }; + }; + }; + } | { + /** + * Specifies the type of tool (e.g., 'function'). + */ + type: string; + /** + * Details of the function tool. + */ + function: { + /** + * The name of the function. + */ + name: string; + /** + * A brief description of what the function does. + */ + description: string; + /** + * Schema defining the parameters accepted by the function. + */ + parameters: { + /** + * The type of the parameters object (usually 'object'). + */ + type: string; + /** + * List of required parameter names. + */ + required?: string[]; + /** + * Definitions of each parameter. + */ + properties: { + [k: string]: { + /** + * The data type of the parameter. + */ + type: string; + /** + * A description of the expected parameter. + */ + description: string; + }; + }; + }; + }; + })[]; + /** + * JSON schema that should be fufilled for the response. + */ + guided_json?: object; + /** + * If true, a chat template is not applied and you must adhere to the specific model's expected formatting. + */ + raw?: boolean; + /** + * If true, the response will be streamed back incrementally using SSE, Server Sent Events. + */ + stream?: boolean; + /** + * The maximum number of tokens to generate in the response. + */ + max_tokens?: number; + /** + * Controls the randomness of the output; higher values produce more random results. + */ + temperature?: number; + /** + * Adjusts the creativity of the AI's responses by controlling how many possible words it considers. Lower values make outputs more predictable; higher values allow for more varied and creative responses. + */ + top_p?: number; + /** + * Limits the AI to choose from the top 'k' most probable words. Lower values make responses more focused; higher values introduce more variety and potential surprises. + */ + top_k?: number; + /** + * Random seed for reproducibility of the generation. + */ + seed?: number; + /** + * Penalty for repeated tokens; higher values discourage repetition. + */ + repetition_penalty?: number; + /** + * Decreases the likelihood of the model repeating the same lines verbatim. + */ + frequency_penalty?: number; + /** + * Increases the likelihood of the model introducing new topics. + */ + presence_penalty?: number; +} +type Ai_Cf_Mistralai_Mistral_Small_3_1_24B_Instruct_Output = { + /** + * The generated text response from the model + */ + response: string; + /** + * Usage statistics for the inference request + */ + usage?: { + /** + * Total number of tokens in input + */ + prompt_tokens?: number; + /** + * Total number of tokens in output + */ + completion_tokens?: number; + /** + * Total number of input and output tokens + */ + total_tokens?: number; + }; + /** + * An array of tool calls requests made during the response generation + */ + tool_calls?: { + /** + * The arguments passed to be passed to the tool call request + */ + arguments?: object; + /** + * The name of the tool to be called + */ + name?: string; + }[]; +}; +declare abstract class Base_Ai_Cf_Mistralai_Mistral_Small_3_1_24B_Instruct { + inputs: Ai_Cf_Mistralai_Mistral_Small_3_1_24B_Instruct_Input; + postProcessedOutputs: Ai_Cf_Mistralai_Mistral_Small_3_1_24B_Instruct_Output; +} +type Ai_Cf_Google_Gemma_3_12B_It_Input = Ai_Cf_Google_Gemma_3_12B_It_Prompt | Ai_Cf_Google_Gemma_3_12B_It_Messages; +interface Ai_Cf_Google_Gemma_3_12B_It_Prompt { + /** + * The input text prompt for the model to generate a response. + */ + prompt: string; + /** + * JSON schema that should be fufilled for the response. + */ + guided_json?: object; + /** + * If true, a chat template is not applied and you must adhere to the specific model's expected formatting. + */ + raw?: boolean; + /** + * If true, the response will be streamed back incrementally using SSE, Server Sent Events. + */ + stream?: boolean; + /** + * The maximum number of tokens to generate in the response. + */ + max_tokens?: number; + /** + * Controls the randomness of the output; higher values produce more random results. + */ + temperature?: number; + /** + * Adjusts the creativity of the AI's responses by controlling how many possible words it considers. Lower values make outputs more predictable; higher values allow for more varied and creative responses. + */ + top_p?: number; + /** + * Limits the AI to choose from the top 'k' most probable words. Lower values make responses more focused; higher values introduce more variety and potential surprises. + */ + top_k?: number; + /** + * Random seed for reproducibility of the generation. + */ + seed?: number; + /** + * Penalty for repeated tokens; higher values discourage repetition. + */ + repetition_penalty?: number; + /** + * Decreases the likelihood of the model repeating the same lines verbatim. + */ + frequency_penalty?: number; + /** + * Increases the likelihood of the model introducing new topics. + */ + presence_penalty?: number; +} +interface Ai_Cf_Google_Gemma_3_12B_It_Messages { + /** + * An array of message objects representing the conversation history. + */ + messages: { + /** + * The role of the message sender (e.g., 'user', 'assistant', 'system', 'tool'). + */ + role?: string; + content?: string | { + /** + * Type of the content provided + */ + type?: string; + text?: string; + image_url?: { + /** + * image uri with data (e.g. data:image/jpeg;base64,/9j/...). HTTP URL will not be accepted + */ + url?: string; + }; + }[]; + }[]; + functions?: { + name: string; + code: string; + }[]; + /** + * A list of tools available for the assistant to use. + */ + tools?: ({ + /** + * The name of the tool. More descriptive the better. + */ + name: string; + /** + * A brief description of what the tool does. + */ + description: string; + /** + * Schema defining the parameters accepted by the tool. + */ + parameters: { + /** + * The type of the parameters object (usually 'object'). + */ + type: string; + /** + * List of required parameter names. + */ + required?: string[]; + /** + * Definitions of each parameter. + */ + properties: { + [k: string]: { + /** + * The data type of the parameter. + */ + type: string; + /** + * A description of the expected parameter. + */ + description: string; + }; + }; + }; + } | { + /** + * Specifies the type of tool (e.g., 'function'). + */ + type: string; + /** + * Details of the function tool. + */ + function: { + /** + * The name of the function. + */ + name: string; + /** + * A brief description of what the function does. + */ + description: string; + /** + * Schema defining the parameters accepted by the function. + */ + parameters: { + /** + * The type of the parameters object (usually 'object'). + */ + type: string; + /** + * List of required parameter names. + */ + required?: string[]; + /** + * Definitions of each parameter. + */ + properties: { + [k: string]: { + /** + * The data type of the parameter. + */ + type: string; + /** + * A description of the expected parameter. + */ + description: string; + }; + }; + }; + }; + })[]; + /** + * JSON schema that should be fufilled for the response. + */ + guided_json?: object; + /** + * If true, a chat template is not applied and you must adhere to the specific model's expected formatting. + */ + raw?: boolean; + /** + * If true, the response will be streamed back incrementally using SSE, Server Sent Events. + */ + stream?: boolean; + /** + * The maximum number of tokens to generate in the response. + */ + max_tokens?: number; + /** + * Controls the randomness of the output; higher values produce more random results. + */ + temperature?: number; + /** + * Adjusts the creativity of the AI's responses by controlling how many possible words it considers. Lower values make outputs more predictable; higher values allow for more varied and creative responses. + */ + top_p?: number; + /** + * Limits the AI to choose from the top 'k' most probable words. Lower values make responses more focused; higher values introduce more variety and potential surprises. + */ + top_k?: number; + /** + * Random seed for reproducibility of the generation. + */ + seed?: number; + /** + * Penalty for repeated tokens; higher values discourage repetition. + */ + repetition_penalty?: number; + /** + * Decreases the likelihood of the model repeating the same lines verbatim. + */ + frequency_penalty?: number; + /** + * Increases the likelihood of the model introducing new topics. + */ + presence_penalty?: number; +} +type Ai_Cf_Google_Gemma_3_12B_It_Output = { + /** + * The generated text response from the model + */ + response: string; + /** + * Usage statistics for the inference request + */ + usage?: { + /** + * Total number of tokens in input + */ + prompt_tokens?: number; + /** + * Total number of tokens in output + */ + completion_tokens?: number; + /** + * Total number of input and output tokens + */ + total_tokens?: number; + }; + /** + * An array of tool calls requests made during the response generation + */ + tool_calls?: { + /** + * The arguments passed to be passed to the tool call request + */ + arguments?: object; + /** + * The name of the tool to be called + */ + name?: string; + }[]; +}; +declare abstract class Base_Ai_Cf_Google_Gemma_3_12B_It { + inputs: Ai_Cf_Google_Gemma_3_12B_It_Input; + postProcessedOutputs: Ai_Cf_Google_Gemma_3_12B_It_Output; +} +type Ai_Cf_Meta_Llama_4_Scout_17B_16E_Instruct_Input = Ai_Cf_Meta_Llama_4_Scout_17B_16E_Instruct_Prompt | Ai_Cf_Meta_Llama_4_Scout_17B_16E_Instruct_Messages | Ai_Cf_Meta_Llama_4_Scout_17B_16E_Instruct_Async_Batch; +interface Ai_Cf_Meta_Llama_4_Scout_17B_16E_Instruct_Prompt { + /** + * The input text prompt for the model to generate a response. + */ + prompt: string; + /** + * JSON schema that should be fulfilled for the response. + */ + guided_json?: object; + response_format?: Ai_Cf_Meta_Llama_4_Scout_17B_16E_Instruct_JSON_Mode; + /** + * If true, a chat template is not applied and you must adhere to the specific model's expected formatting. + */ + raw?: boolean; + /** + * If true, the response will be streamed back incrementally using SSE, Server Sent Events. + */ + stream?: boolean; + /** + * The maximum number of tokens to generate in the response. + */ + max_tokens?: number; + /** + * Controls the randomness of the output; higher values produce more random results. + */ + temperature?: number; + /** + * Adjusts the creativity of the AI's responses by controlling how many possible words it considers. Lower values make outputs more predictable; higher values allow for more varied and creative responses. + */ + top_p?: number; + /** + * Limits the AI to choose from the top 'k' most probable words. Lower values make responses more focused; higher values introduce more variety and potential surprises. + */ + top_k?: number; + /** + * Random seed for reproducibility of the generation. + */ + seed?: number; + /** + * Penalty for repeated tokens; higher values discourage repetition. + */ + repetition_penalty?: number; + /** + * Decreases the likelihood of the model repeating the same lines verbatim. + */ + frequency_penalty?: number; + /** + * Increases the likelihood of the model introducing new topics. + */ + presence_penalty?: number; +} +interface Ai_Cf_Meta_Llama_4_Scout_17B_16E_Instruct_JSON_Mode { + type?: "json_object" | "json_schema"; + json_schema?: unknown; +} +interface Ai_Cf_Meta_Llama_4_Scout_17B_16E_Instruct_Messages { + /** + * An array of message objects representing the conversation history. + */ + messages: { + /** + * The role of the message sender (e.g., 'user', 'assistant', 'system', 'tool'). + */ + role?: string; + /** + * The tool call id. If you don't know what to put here you can fall back to 000000001 + */ + tool_call_id?: string; + content?: string | { + /** + * Type of the content provided + */ + type?: string; + text?: string; + image_url?: { + /** + * image uri with data (e.g. data:image/jpeg;base64,/9j/...). HTTP URL will not be accepted + */ + url?: string; + }; + }[] | { + /** + * Type of the content provided + */ + type?: string; + text?: string; + image_url?: { + /** + * image uri with data (e.g. data:image/jpeg;base64,/9j/...). HTTP URL will not be accepted + */ + url?: string; + }; + }; + }[]; + functions?: { + name: string; + code: string; + }[]; + /** + * A list of tools available for the assistant to use. + */ + tools?: ({ + /** + * The name of the tool. More descriptive the better. + */ + name: string; + /** + * A brief description of what the tool does. + */ + description: string; + /** + * Schema defining the parameters accepted by the tool. + */ + parameters: { + /** + * The type of the parameters object (usually 'object'). + */ + type: string; + /** + * List of required parameter names. + */ + required?: string[]; + /** + * Definitions of each parameter. + */ + properties: { + [k: string]: { + /** + * The data type of the parameter. + */ + type: string; + /** + * A description of the expected parameter. + */ + description: string; + }; + }; + }; + } | { + /** + * Specifies the type of tool (e.g., 'function'). + */ + type: string; + /** + * Details of the function tool. + */ + function: { + /** + * The name of the function. + */ + name: string; + /** + * A brief description of what the function does. + */ + description: string; + /** + * Schema defining the parameters accepted by the function. + */ + parameters: { + /** + * The type of the parameters object (usually 'object'). + */ + type: string; + /** + * List of required parameter names. + */ + required?: string[]; + /** + * Definitions of each parameter. + */ + properties: { + [k: string]: { + /** + * The data type of the parameter. + */ + type: string; + /** + * A description of the expected parameter. + */ + description: string; + }; + }; + }; + }; + })[]; + response_format?: Ai_Cf_Meta_Llama_4_Scout_17B_16E_Instruct_JSON_Mode; + /** + * JSON schema that should be fufilled for the response. + */ + guided_json?: object; + /** + * If true, a chat template is not applied and you must adhere to the specific model's expected formatting. + */ + raw?: boolean; + /** + * If true, the response will be streamed back incrementally using SSE, Server Sent Events. + */ + stream?: boolean; + /** + * The maximum number of tokens to generate in the response. + */ + max_tokens?: number; + /** + * Controls the randomness of the output; higher values produce more random results. + */ + temperature?: number; + /** + * Adjusts the creativity of the AI's responses by controlling how many possible words it considers. Lower values make outputs more predictable; higher values allow for more varied and creative responses. + */ + top_p?: number; + /** + * Limits the AI to choose from the top 'k' most probable words. Lower values make responses more focused; higher values introduce more variety and potential surprises. + */ + top_k?: number; + /** + * Random seed for reproducibility of the generation. + */ + seed?: number; + /** + * Penalty for repeated tokens; higher values discourage repetition. + */ + repetition_penalty?: number; + /** + * Decreases the likelihood of the model repeating the same lines verbatim. + */ + frequency_penalty?: number; + /** + * Increases the likelihood of the model introducing new topics. + */ + presence_penalty?: number; +} +interface Ai_Cf_Meta_Llama_4_Scout_17B_16E_Instruct_Async_Batch { + requests: (Ai_Cf_Meta_Llama_4_Scout_17B_16E_Instruct_Prompt_Inner | Ai_Cf_Meta_Llama_4_Scout_17B_16E_Instruct_Messages_Inner)[]; +} +interface Ai_Cf_Meta_Llama_4_Scout_17B_16E_Instruct_Prompt_Inner { + /** + * The input text prompt for the model to generate a response. + */ + prompt: string; + /** + * JSON schema that should be fulfilled for the response. + */ + guided_json?: object; + response_format?: Ai_Cf_Meta_Llama_4_Scout_17B_16E_Instruct_JSON_Mode; + /** + * If true, a chat template is not applied and you must adhere to the specific model's expected formatting. + */ + raw?: boolean; + /** + * If true, the response will be streamed back incrementally using SSE, Server Sent Events. + */ + stream?: boolean; + /** + * The maximum number of tokens to generate in the response. + */ + max_tokens?: number; + /** + * Controls the randomness of the output; higher values produce more random results. + */ + temperature?: number; + /** + * Adjusts the creativity of the AI's responses by controlling how many possible words it considers. Lower values make outputs more predictable; higher values allow for more varied and creative responses. + */ + top_p?: number; + /** + * Limits the AI to choose from the top 'k' most probable words. Lower values make responses more focused; higher values introduce more variety and potential surprises. + */ + top_k?: number; + /** + * Random seed for reproducibility of the generation. + */ + seed?: number; + /** + * Penalty for repeated tokens; higher values discourage repetition. + */ + repetition_penalty?: number; + /** + * Decreases the likelihood of the model repeating the same lines verbatim. + */ + frequency_penalty?: number; + /** + * Increases the likelihood of the model introducing new topics. + */ + presence_penalty?: number; +} +interface Ai_Cf_Meta_Llama_4_Scout_17B_16E_Instruct_Messages_Inner { + /** + * An array of message objects representing the conversation history. + */ + messages: { + /** + * The role of the message sender (e.g., 'user', 'assistant', 'system', 'tool'). + */ + role?: string; + /** + * The tool call id. If you don't know what to put here you can fall back to 000000001 + */ + tool_call_id?: string; + content?: string | { + /** + * Type of the content provided + */ + type?: string; + text?: string; + image_url?: { + /** + * image uri with data (e.g. data:image/jpeg;base64,/9j/...). HTTP URL will not be accepted + */ + url?: string; + }; + }[] | { + /** + * Type of the content provided + */ + type?: string; + text?: string; + image_url?: { + /** + * image uri with data (e.g. data:image/jpeg;base64,/9j/...). HTTP URL will not be accepted + */ + url?: string; + }; + }; + }[]; + functions?: { + name: string; + code: string; + }[]; + /** + * A list of tools available for the assistant to use. + */ + tools?: ({ + /** + * The name of the tool. More descriptive the better. + */ + name: string; + /** + * A brief description of what the tool does. + */ + description: string; + /** + * Schema defining the parameters accepted by the tool. + */ + parameters: { + /** + * The type of the parameters object (usually 'object'). + */ + type: string; + /** + * List of required parameter names. + */ + required?: string[]; + /** + * Definitions of each parameter. + */ + properties: { + [k: string]: { + /** + * The data type of the parameter. + */ + type: string; + /** + * A description of the expected parameter. + */ + description: string; + }; + }; + }; + } | { + /** + * Specifies the type of tool (e.g., 'function'). + */ + type: string; + /** + * Details of the function tool. + */ + function: { + /** + * The name of the function. + */ + name: string; + /** + * A brief description of what the function does. + */ + description: string; + /** + * Schema defining the parameters accepted by the function. + */ + parameters: { + /** + * The type of the parameters object (usually 'object'). + */ + type: string; + /** + * List of required parameter names. + */ + required?: string[]; + /** + * Definitions of each parameter. + */ + properties: { + [k: string]: { + /** + * The data type of the parameter. + */ + type: string; + /** + * A description of the expected parameter. + */ + description: string; + }; + }; + }; + }; + })[]; + response_format?: Ai_Cf_Meta_Llama_4_Scout_17B_16E_Instruct_JSON_Mode; + /** + * JSON schema that should be fufilled for the response. + */ + guided_json?: object; + /** + * If true, a chat template is not applied and you must adhere to the specific model's expected formatting. + */ + raw?: boolean; + /** + * If true, the response will be streamed back incrementally using SSE, Server Sent Events. + */ + stream?: boolean; + /** + * The maximum number of tokens to generate in the response. + */ + max_tokens?: number; + /** + * Controls the randomness of the output; higher values produce more random results. + */ + temperature?: number; + /** + * Adjusts the creativity of the AI's responses by controlling how many possible words it considers. Lower values make outputs more predictable; higher values allow for more varied and creative responses. + */ + top_p?: number; + /** + * Limits the AI to choose from the top 'k' most probable words. Lower values make responses more focused; higher values introduce more variety and potential surprises. + */ + top_k?: number; + /** + * Random seed for reproducibility of the generation. + */ + seed?: number; + /** + * Penalty for repeated tokens; higher values discourage repetition. + */ + repetition_penalty?: number; + /** + * Decreases the likelihood of the model repeating the same lines verbatim. + */ + frequency_penalty?: number; + /** + * Increases the likelihood of the model introducing new topics. + */ + presence_penalty?: number; +} +type Ai_Cf_Meta_Llama_4_Scout_17B_16E_Instruct_Output = { + /** + * The generated text response from the model + */ + response: string; + /** + * Usage statistics for the inference request + */ + usage?: { + /** + * Total number of tokens in input + */ + prompt_tokens?: number; + /** + * Total number of tokens in output + */ + completion_tokens?: number; + /** + * Total number of input and output tokens + */ + total_tokens?: number; + }; + /** + * An array of tool calls requests made during the response generation + */ + tool_calls?: { + /** + * The tool call id. + */ + id?: string; + /** + * Specifies the type of tool (e.g., 'function'). + */ + type?: string; + /** + * Details of the function tool. + */ + function?: { + /** + * The name of the tool to be called + */ + name?: string; + /** + * The arguments passed to be passed to the tool call request + */ + arguments?: object; + }; + }[]; +}; +declare abstract class Base_Ai_Cf_Meta_Llama_4_Scout_17B_16E_Instruct { + inputs: Ai_Cf_Meta_Llama_4_Scout_17B_16E_Instruct_Input; + postProcessedOutputs: Ai_Cf_Meta_Llama_4_Scout_17B_16E_Instruct_Output; +} +type Ai_Cf_Qwen_Qwen3_30B_A3B_Fp8_Input = Ai_Cf_Qwen_Qwen3_30B_A3B_Fp8_Prompt | Ai_Cf_Qwen_Qwen3_30B_A3B_Fp8_Messages | Ai_Cf_Qwen_Qwen3_30B_A3B_Fp8_Async_Batch; +interface Ai_Cf_Qwen_Qwen3_30B_A3B_Fp8_Prompt { + /** + * The input text prompt for the model to generate a response. + */ + prompt: string; + /** + * Name of the LoRA (Low-Rank Adaptation) model to fine-tune the base model. + */ + lora?: string; + response_format?: Ai_Cf_Qwen_Qwen3_30B_A3B_Fp8_JSON_Mode; + /** + * If true, a chat template is not applied and you must adhere to the specific model's expected formatting. + */ + raw?: boolean; + /** + * If true, the response will be streamed back incrementally using SSE, Server Sent Events. + */ + stream?: boolean; + /** + * The maximum number of tokens to generate in the response. + */ + max_tokens?: number; + /** + * Controls the randomness of the output; higher values produce more random results. + */ + temperature?: number; + /** + * Adjusts the creativity of the AI's responses by controlling how many possible words it considers. Lower values make outputs more predictable; higher values allow for more varied and creative responses. + */ + top_p?: number; + /** + * Limits the AI to choose from the top 'k' most probable words. Lower values make responses more focused; higher values introduce more variety and potential surprises. + */ + top_k?: number; + /** + * Random seed for reproducibility of the generation. + */ + seed?: number; + /** + * Penalty for repeated tokens; higher values discourage repetition. + */ + repetition_penalty?: number; + /** + * Decreases the likelihood of the model repeating the same lines verbatim. + */ + frequency_penalty?: number; + /** + * Increases the likelihood of the model introducing new topics. + */ + presence_penalty?: number; +} +interface Ai_Cf_Qwen_Qwen3_30B_A3B_Fp8_JSON_Mode { + type?: "json_object" | "json_schema"; + json_schema?: unknown; +} +interface Ai_Cf_Qwen_Qwen3_30B_A3B_Fp8_Messages { + /** + * An array of message objects representing the conversation history. + */ + messages: { + /** + * The role of the message sender (e.g., 'user', 'assistant', 'system', 'tool'). + */ + role: string; + content: string | { + /** + * Type of the content (text) + */ + type?: string; + /** + * Text content + */ + text?: string; + }[]; + }[]; + functions?: { + name: string; + code: string; + }[]; + /** + * A list of tools available for the assistant to use. + */ + tools?: ({ + /** + * The name of the tool. More descriptive the better. + */ + name: string; + /** + * A brief description of what the tool does. + */ + description: string; + /** + * Schema defining the parameters accepted by the tool. + */ + parameters: { + /** + * The type of the parameters object (usually 'object'). + */ + type: string; + /** + * List of required parameter names. + */ + required?: string[]; + /** + * Definitions of each parameter. + */ + properties: { + [k: string]: { + /** + * The data type of the parameter. + */ + type: string; + /** + * A description of the expected parameter. + */ + description: string; + }; + }; + }; + } | { + /** + * Specifies the type of tool (e.g., 'function'). + */ + type: string; + /** + * Details of the function tool. + */ + function: { + /** + * The name of the function. + */ + name: string; + /** + * A brief description of what the function does. + */ + description: string; + /** + * Schema defining the parameters accepted by the function. + */ + parameters: { + /** + * The type of the parameters object (usually 'object'). + */ + type: string; + /** + * List of required parameter names. + */ + required?: string[]; + /** + * Definitions of each parameter. + */ + properties: { + [k: string]: { + /** + * The data type of the parameter. + */ + type: string; + /** + * A description of the expected parameter. + */ + description: string; + }; + }; + }; + }; + })[]; + response_format?: Ai_Cf_Qwen_Qwen3_30B_A3B_Fp8_JSON_Mode_1; + /** + * If true, a chat template is not applied and you must adhere to the specific model's expected formatting. + */ + raw?: boolean; + /** + * If true, the response will be streamed back incrementally using SSE, Server Sent Events. + */ + stream?: boolean; + /** + * The maximum number of tokens to generate in the response. + */ + max_tokens?: number; + /** + * Controls the randomness of the output; higher values produce more random results. + */ + temperature?: number; + /** + * Adjusts the creativity of the AI's responses by controlling how many possible words it considers. Lower values make outputs more predictable; higher values allow for more varied and creative responses. + */ + top_p?: number; + /** + * Limits the AI to choose from the top 'k' most probable words. Lower values make responses more focused; higher values introduce more variety and potential surprises. + */ + top_k?: number; + /** + * Random seed for reproducibility of the generation. + */ + seed?: number; + /** + * Penalty for repeated tokens; higher values discourage repetition. + */ + repetition_penalty?: number; + /** + * Decreases the likelihood of the model repeating the same lines verbatim. + */ + frequency_penalty?: number; + /** + * Increases the likelihood of the model introducing new topics. + */ + presence_penalty?: number; +} +interface Ai_Cf_Qwen_Qwen3_30B_A3B_Fp8_JSON_Mode_1 { + type?: "json_object" | "json_schema"; + json_schema?: unknown; +} +interface Ai_Cf_Qwen_Qwen3_30B_A3B_Fp8_Async_Batch { + requests: (Ai_Cf_Qwen_Qwen3_30B_A3B_Fp8_Prompt_1 | Ai_Cf_Qwen_Qwen3_30B_A3B_Fp8_Messages_1)[]; +} +interface Ai_Cf_Qwen_Qwen3_30B_A3B_Fp8_Prompt_1 { + /** + * The input text prompt for the model to generate a response. + */ + prompt: string; + /** + * Name of the LoRA (Low-Rank Adaptation) model to fine-tune the base model. + */ + lora?: string; + response_format?: Ai_Cf_Qwen_Qwen3_30B_A3B_Fp8_JSON_Mode_2; + /** + * If true, a chat template is not applied and you must adhere to the specific model's expected formatting. + */ + raw?: boolean; + /** + * If true, the response will be streamed back incrementally using SSE, Server Sent Events. + */ + stream?: boolean; + /** + * The maximum number of tokens to generate in the response. + */ + max_tokens?: number; + /** + * Controls the randomness of the output; higher values produce more random results. + */ + temperature?: number; + /** + * Adjusts the creativity of the AI's responses by controlling how many possible words it considers. Lower values make outputs more predictable; higher values allow for more varied and creative responses. + */ + top_p?: number; + /** + * Limits the AI to choose from the top 'k' most probable words. Lower values make responses more focused; higher values introduce more variety and potential surprises. + */ + top_k?: number; + /** + * Random seed for reproducibility of the generation. + */ + seed?: number; + /** + * Penalty for repeated tokens; higher values discourage repetition. + */ + repetition_penalty?: number; + /** + * Decreases the likelihood of the model repeating the same lines verbatim. + */ + frequency_penalty?: number; + /** + * Increases the likelihood of the model introducing new topics. + */ + presence_penalty?: number; +} +interface Ai_Cf_Qwen_Qwen3_30B_A3B_Fp8_JSON_Mode_2 { + type?: "json_object" | "json_schema"; + json_schema?: unknown; +} +interface Ai_Cf_Qwen_Qwen3_30B_A3B_Fp8_Messages_1 { + /** + * An array of message objects representing the conversation history. + */ + messages: { + /** + * The role of the message sender (e.g., 'user', 'assistant', 'system', 'tool'). + */ + role: string; + content: string | { + /** + * Type of the content (text) + */ + type?: string; + /** + * Text content + */ + text?: string; + }[]; + }[]; + functions?: { + name: string; + code: string; + }[]; + /** + * A list of tools available for the assistant to use. + */ + tools?: ({ + /** + * The name of the tool. More descriptive the better. + */ + name: string; + /** + * A brief description of what the tool does. + */ + description: string; + /** + * Schema defining the parameters accepted by the tool. + */ + parameters: { + /** + * The type of the parameters object (usually 'object'). + */ + type: string; + /** + * List of required parameter names. + */ + required?: string[]; + /** + * Definitions of each parameter. + */ + properties: { + [k: string]: { + /** + * The data type of the parameter. + */ + type: string; + /** + * A description of the expected parameter. + */ + description: string; + }; + }; + }; + } | { + /** + * Specifies the type of tool (e.g., 'function'). + */ + type: string; + /** + * Details of the function tool. + */ + function: { + /** + * The name of the function. + */ + name: string; + /** + * A brief description of what the function does. + */ + description: string; + /** + * Schema defining the parameters accepted by the function. + */ + parameters: { + /** + * The type of the parameters object (usually 'object'). + */ + type: string; + /** + * List of required parameter names. + */ + required?: string[]; + /** + * Definitions of each parameter. + */ + properties: { + [k: string]: { + /** + * The data type of the parameter. + */ + type: string; + /** + * A description of the expected parameter. + */ + description: string; + }; + }; + }; + }; + })[]; + response_format?: Ai_Cf_Qwen_Qwen3_30B_A3B_Fp8_JSON_Mode_3; + /** + * If true, a chat template is not applied and you must adhere to the specific model's expected formatting. + */ + raw?: boolean; + /** + * If true, the response will be streamed back incrementally using SSE, Server Sent Events. + */ + stream?: boolean; + /** + * The maximum number of tokens to generate in the response. + */ + max_tokens?: number; + /** + * Controls the randomness of the output; higher values produce more random results. + */ + temperature?: number; + /** + * Adjusts the creativity of the AI's responses by controlling how many possible words it considers. Lower values make outputs more predictable; higher values allow for more varied and creative responses. + */ + top_p?: number; + /** + * Limits the AI to choose from the top 'k' most probable words. Lower values make responses more focused; higher values introduce more variety and potential surprises. + */ + top_k?: number; + /** + * Random seed for reproducibility of the generation. + */ + seed?: number; + /** + * Penalty for repeated tokens; higher values discourage repetition. + */ + repetition_penalty?: number; + /** + * Decreases the likelihood of the model repeating the same lines verbatim. + */ + frequency_penalty?: number; + /** + * Increases the likelihood of the model introducing new topics. + */ + presence_penalty?: number; +} +interface Ai_Cf_Qwen_Qwen3_30B_A3B_Fp8_JSON_Mode_3 { + type?: "json_object" | "json_schema"; + json_schema?: unknown; +} +type Ai_Cf_Qwen_Qwen3_30B_A3B_Fp8_Output = Ai_Cf_Qwen_Qwen3_30B_A3B_Fp8_Chat_Completion_Response | Ai_Cf_Qwen_Qwen3_30B_A3B_Fp8_Text_Completion_Response | string | Ai_Cf_Qwen_Qwen3_30B_A3B_Fp8_AsyncResponse; +interface Ai_Cf_Qwen_Qwen3_30B_A3B_Fp8_Chat_Completion_Response { + /** + * Unique identifier for the completion + */ + id?: string; + /** + * Object type identifier + */ + object?: "chat.completion"; + /** + * Unix timestamp of when the completion was created + */ + created?: number; + /** + * Model used for the completion + */ + model?: string; + /** + * List of completion choices + */ + choices?: { + /** + * Index of the choice in the list + */ + index?: number; + /** + * The message generated by the model + */ + message?: { + /** + * Role of the message author + */ + role: string; + /** + * The content of the message + */ + content: string; + /** + * Internal reasoning content (if available) + */ + reasoning_content?: string; + /** + * Tool calls made by the assistant + */ + tool_calls?: { + /** + * Unique identifier for the tool call + */ + id: string; + /** + * Type of tool call + */ + type: "function"; + function: { + /** + * Name of the function to call + */ + name: string; + /** + * JSON string of arguments for the function + */ + arguments: string; + }; + }[]; + }; + /** + * Reason why the model stopped generating + */ + finish_reason?: string; + /** + * Stop reason (may be null) + */ + stop_reason?: string | null; + /** + * Log probabilities (if requested) + */ + logprobs?: {} | null; + }[]; + /** + * Usage statistics for the inference request + */ + usage?: { + /** + * Total number of tokens in input + */ + prompt_tokens?: number; + /** + * Total number of tokens in output + */ + completion_tokens?: number; + /** + * Total number of input and output tokens + */ + total_tokens?: number; + }; + /** + * Log probabilities for the prompt (if requested) + */ + prompt_logprobs?: {} | null; +} +interface Ai_Cf_Qwen_Qwen3_30B_A3B_Fp8_Text_Completion_Response { + /** + * Unique identifier for the completion + */ + id?: string; + /** + * Object type identifier + */ + object?: "text_completion"; + /** + * Unix timestamp of when the completion was created + */ + created?: number; + /** + * Model used for the completion + */ + model?: string; + /** + * List of completion choices + */ + choices?: { + /** + * Index of the choice in the list + */ + index: number; + /** + * The generated text completion + */ + text: string; + /** + * Reason why the model stopped generating + */ + finish_reason: string; + /** + * Stop reason (may be null) + */ + stop_reason?: string | null; + /** + * Log probabilities (if requested) + */ + logprobs?: {} | null; + /** + * Log probabilities for the prompt (if requested) + */ + prompt_logprobs?: {} | null; + }[]; + /** + * Usage statistics for the inference request + */ + usage?: { + /** + * Total number of tokens in input + */ + prompt_tokens?: number; + /** + * Total number of tokens in output + */ + completion_tokens?: number; + /** + * Total number of input and output tokens + */ + total_tokens?: number; + }; +} +interface Ai_Cf_Qwen_Qwen3_30B_A3B_Fp8_AsyncResponse { + /** + * The async request id that can be used to obtain the results. + */ + request_id?: string; +} +declare abstract class Base_Ai_Cf_Qwen_Qwen3_30B_A3B_Fp8 { + inputs: Ai_Cf_Qwen_Qwen3_30B_A3B_Fp8_Input; + postProcessedOutputs: Ai_Cf_Qwen_Qwen3_30B_A3B_Fp8_Output; +} +interface Ai_Cf_Deepgram_Nova_3_Input { + audio: { + body: object; + contentType: string; + }; + /** + * Sets how the model will interpret strings submitted to the custom_topic param. When strict, the model will only return topics submitted using the custom_topic param. When extended, the model will return its own detected topics in addition to those submitted using the custom_topic param. + */ + custom_topic_mode?: "extended" | "strict"; + /** + * Custom topics you want the model to detect within your input audio or text if present Submit up to 100 + */ + custom_topic?: string; + /** + * Sets how the model will interpret intents submitted to the custom_intent param. When strict, the model will only return intents submitted using the custom_intent param. When extended, the model will return its own detected intents in addition those submitted using the custom_intents param + */ + custom_intent_mode?: "extended" | "strict"; + /** + * Custom intents you want the model to detect within your input audio if present + */ + custom_intent?: string; + /** + * Identifies and extracts key entities from content in submitted audio + */ + detect_entities?: boolean; + /** + * Identifies the dominant language spoken in submitted audio + */ + detect_language?: boolean; + /** + * Recognize speaker changes. Each word in the transcript will be assigned a speaker number starting at 0 + */ + diarize?: boolean; + /** + * Identify and extract key entities from content in submitted audio + */ + dictation?: boolean; + /** + * Specify the expected encoding of your submitted audio + */ + encoding?: "linear16" | "flac" | "mulaw" | "amr-nb" | "amr-wb" | "opus" | "speex" | "g729"; + /** + * Arbitrary key-value pairs that are attached to the API response for usage in downstream processing + */ + extra?: string; + /** + * Filler Words can help transcribe interruptions in your audio, like 'uh' and 'um' + */ + filler_words?: boolean; + /** + * Key term prompting can boost or suppress specialized terminology and brands. + */ + keyterm?: string; + /** + * Keywords can boost or suppress specialized terminology and brands. + */ + keywords?: string; + /** + * The BCP-47 language tag that hints at the primary spoken language. Depending on the Model and API endpoint you choose only certain languages are available. + */ + language?: string; + /** + * Spoken measurements will be converted to their corresponding abbreviations. + */ + measurements?: boolean; + /** + * Opts out requests from the Deepgram Model Improvement Program. Refer to our Docs for pricing impacts before setting this to true. https://dpgr.am/deepgram-mip. + */ + mip_opt_out?: boolean; + /** + * Mode of operation for the model representing broad area of topic that will be talked about in the supplied audio + */ + mode?: "general" | "medical" | "finance"; + /** + * Transcribe each audio channel independently. + */ + multichannel?: boolean; + /** + * Numerals converts numbers from written format to numerical format. + */ + numerals?: boolean; + /** + * Splits audio into paragraphs to improve transcript readability. + */ + paragraphs?: boolean; + /** + * Profanity Filter looks for recognized profanity and converts it to the nearest recognized non-profane word or removes it from the transcript completely. + */ + profanity_filter?: boolean; + /** + * Add punctuation and capitalization to the transcript. + */ + punctuate?: boolean; + /** + * Redaction removes sensitive information from your transcripts. + */ + redact?: string; + /** + * Search for terms or phrases in submitted audio and replaces them. + */ + replace?: string; + /** + * Search for terms or phrases in submitted audio. + */ + search?: string; + /** + * Recognizes the sentiment throughout a transcript or text. + */ + sentiment?: boolean; + /** + * Apply formatting to transcript output. When set to true, additional formatting will be applied to transcripts to improve readability. + */ + smart_format?: boolean; + /** + * Detect topics throughout a transcript or text. + */ + topics?: boolean; + /** + * Segments speech into meaningful semantic units. + */ + utterances?: boolean; + /** + * Seconds to wait before detecting a pause between words in submitted audio. + */ + utt_split?: number; + /** + * The number of channels in the submitted audio + */ + channels?: number; + /** + * Specifies whether the streaming endpoint should provide ongoing transcription updates as more audio is received. When set to true, the endpoint sends continuous updates, meaning transcription results may evolve over time. Note: Supported only for webosockets. + */ + interim_results?: boolean; + /** + * Indicates how long model will wait to detect whether a speaker has finished speaking or pauses for a significant period of time. When set to a value, the streaming endpoint immediately finalizes the transcription for the processed time range and returns the transcript with a speech_final parameter set to true. Can also be set to false to disable endpointing + */ + endpointing?: string; + /** + * Indicates that speech has started. You'll begin receiving Speech Started messages upon speech starting. Note: Supported only for webosockets. + */ + vad_events?: boolean; + /** + * Indicates how long model will wait to send an UtteranceEnd message after a word has been transcribed. Use with interim_results. Note: Supported only for webosockets. + */ + utterance_end_ms?: boolean; +} +interface Ai_Cf_Deepgram_Nova_3_Output { + results?: { + channels?: { + alternatives?: { + confidence?: number; + transcript?: string; + words?: { + confidence?: number; + end?: number; + start?: number; + word?: string; + }[]; + }[]; + }[]; + summary?: { + result?: string; + short?: string; + }; + sentiments?: { + segments?: { + text?: string; + start_word?: number; + end_word?: number; + sentiment?: string; + sentiment_score?: number; + }[]; + average?: { + sentiment?: string; + sentiment_score?: number; + }; + }; + }; +} +declare abstract class Base_Ai_Cf_Deepgram_Nova_3 { + inputs: Ai_Cf_Deepgram_Nova_3_Input; + postProcessedOutputs: Ai_Cf_Deepgram_Nova_3_Output; +} +interface Ai_Cf_Qwen_Qwen3_Embedding_0_6B_Input { + queries?: string | string[]; + /** + * Optional instruction for the task + */ + instruction?: string; + documents?: string | string[]; + text?: string | string[]; +} +interface Ai_Cf_Qwen_Qwen3_Embedding_0_6B_Output { + data?: number[][]; + shape?: number[]; +} +declare abstract class Base_Ai_Cf_Qwen_Qwen3_Embedding_0_6B { + inputs: Ai_Cf_Qwen_Qwen3_Embedding_0_6B_Input; + postProcessedOutputs: Ai_Cf_Qwen_Qwen3_Embedding_0_6B_Output; +} +type Ai_Cf_Pipecat_Ai_Smart_Turn_V2_Input = { + /** + * readable stream with audio data and content-type specified for that data + */ + audio: { + body: object; + contentType: string; + }; + /** + * type of data PCM data that's sent to the inference server as raw array + */ + dtype?: "uint8" | "float32" | "float64"; +} | { + /** + * base64 encoded audio data + */ + audio: string; + /** + * type of data PCM data that's sent to the inference server as raw array + */ + dtype?: "uint8" | "float32" | "float64"; +}; +interface Ai_Cf_Pipecat_Ai_Smart_Turn_V2_Output { + /** + * if true, end-of-turn was detected + */ + is_complete?: boolean; + /** + * probability of the end-of-turn detection + */ + probability?: number; +} +declare abstract class Base_Ai_Cf_Pipecat_Ai_Smart_Turn_V2 { + inputs: Ai_Cf_Pipecat_Ai_Smart_Turn_V2_Input; + postProcessedOutputs: Ai_Cf_Pipecat_Ai_Smart_Turn_V2_Output; +} +declare abstract class Base_Ai_Cf_Openai_Gpt_Oss_120B { + inputs: XOR; + postProcessedOutputs: XOR; +} +declare abstract class Base_Ai_Cf_Openai_Gpt_Oss_20B { + inputs: XOR; + postProcessedOutputs: XOR; +} +interface Ai_Cf_Leonardo_Phoenix_1_0_Input { + /** + * A text description of the image you want to generate. + */ + prompt: string; + /** + * Controls how closely the generated image should adhere to the prompt; higher values make the image more aligned with the prompt + */ + guidance?: number; + /** + * Random seed for reproducibility of the image generation + */ + seed?: number; + /** + * The height of the generated image in pixels + */ + height?: number; + /** + * The width of the generated image in pixels + */ + width?: number; + /** + * The number of diffusion steps; higher values can improve quality but take longer + */ + num_steps?: number; + /** + * Specify what to exclude from the generated images + */ + negative_prompt?: string; +} +/** + * The generated image in JPEG format + */ +type Ai_Cf_Leonardo_Phoenix_1_0_Output = string; +declare abstract class Base_Ai_Cf_Leonardo_Phoenix_1_0 { + inputs: Ai_Cf_Leonardo_Phoenix_1_0_Input; + postProcessedOutputs: Ai_Cf_Leonardo_Phoenix_1_0_Output; +} +interface Ai_Cf_Leonardo_Lucid_Origin_Input { + /** + * A text description of the image you want to generate. + */ + prompt: string; + /** + * Controls how closely the generated image should adhere to the prompt; higher values make the image more aligned with the prompt + */ + guidance?: number; + /** + * Random seed for reproducibility of the image generation + */ + seed?: number; + /** + * The height of the generated image in pixels + */ + height?: number; + /** + * The width of the generated image in pixels + */ + width?: number; + /** + * The number of diffusion steps; higher values can improve quality but take longer + */ + num_steps?: number; + /** + * The number of diffusion steps; higher values can improve quality but take longer + */ + steps?: number; +} +interface Ai_Cf_Leonardo_Lucid_Origin_Output { + /** + * The generated image in Base64 format. + */ + image?: string; +} +declare abstract class Base_Ai_Cf_Leonardo_Lucid_Origin { + inputs: Ai_Cf_Leonardo_Lucid_Origin_Input; + postProcessedOutputs: Ai_Cf_Leonardo_Lucid_Origin_Output; +} +interface Ai_Cf_Deepgram_Aura_1_Input { + /** + * Speaker used to produce the audio. + */ + speaker?: "angus" | "asteria" | "arcas" | "orion" | "orpheus" | "athena" | "luna" | "zeus" | "perseus" | "helios" | "hera" | "stella"; + /** + * Encoding of the output audio. + */ + encoding?: "linear16" | "flac" | "mulaw" | "alaw" | "mp3" | "opus" | "aac"; + /** + * Container specifies the file format wrapper for the output audio. The available options depend on the encoding type.. + */ + container?: "none" | "wav" | "ogg"; + /** + * The text content to be converted to speech + */ + text: string; + /** + * Sample Rate specifies the sample rate for the output audio. Based on the encoding, different sample rates are supported. For some encodings, the sample rate is not configurable + */ + sample_rate?: number; + /** + * The bitrate of the audio in bits per second. Choose from predefined ranges or specific values based on the encoding type. + */ + bit_rate?: number; +} +/** + * The generated audio in MP3 format + */ +type Ai_Cf_Deepgram_Aura_1_Output = string; +declare abstract class Base_Ai_Cf_Deepgram_Aura_1 { + inputs: Ai_Cf_Deepgram_Aura_1_Input; + postProcessedOutputs: Ai_Cf_Deepgram_Aura_1_Output; +} +interface Ai_Cf_Ai4Bharat_Indictrans2_En_Indic_1B_Input { + /** + * Input text to translate. Can be a single string or a list of strings. + */ + text: string | string[]; + /** + * Target langauge to translate to + */ + target_language: "asm_Beng" | "awa_Deva" | "ben_Beng" | "bho_Deva" | "brx_Deva" | "doi_Deva" | "eng_Latn" | "gom_Deva" | "gon_Deva" | "guj_Gujr" | "hin_Deva" | "hne_Deva" | "kan_Knda" | "kas_Arab" | "kas_Deva" | "kha_Latn" | "lus_Latn" | "mag_Deva" | "mai_Deva" | "mal_Mlym" | "mar_Deva" | "mni_Beng" | "mni_Mtei" | "npi_Deva" | "ory_Orya" | "pan_Guru" | "san_Deva" | "sat_Olck" | "snd_Arab" | "snd_Deva" | "tam_Taml" | "tel_Telu" | "urd_Arab" | "unr_Deva"; +} +interface Ai_Cf_Ai4Bharat_Indictrans2_En_Indic_1B_Output { + /** + * Translated texts + */ + translations: string[]; +} +declare abstract class Base_Ai_Cf_Ai4Bharat_Indictrans2_En_Indic_1B { + inputs: Ai_Cf_Ai4Bharat_Indictrans2_En_Indic_1B_Input; + postProcessedOutputs: Ai_Cf_Ai4Bharat_Indictrans2_En_Indic_1B_Output; +} +type Ai_Cf_Aisingapore_Gemma_Sea_Lion_V4_27B_It_Input = Ai_Cf_Aisingapore_Gemma_Sea_Lion_V4_27B_It_Prompt | Ai_Cf_Aisingapore_Gemma_Sea_Lion_V4_27B_It_Messages | Ai_Cf_Aisingapore_Gemma_Sea_Lion_V4_27B_It_Async_Batch; +interface Ai_Cf_Aisingapore_Gemma_Sea_Lion_V4_27B_It_Prompt { + /** + * The input text prompt for the model to generate a response. + */ + prompt: string; + /** + * Name of the LoRA (Low-Rank Adaptation) model to fine-tune the base model. + */ + lora?: string; + response_format?: Ai_Cf_Aisingapore_Gemma_Sea_Lion_V4_27B_It_JSON_Mode; + /** + * If true, a chat template is not applied and you must adhere to the specific model's expected formatting. + */ + raw?: boolean; + /** + * If true, the response will be streamed back incrementally using SSE, Server Sent Events. + */ + stream?: boolean; + /** + * The maximum number of tokens to generate in the response. + */ + max_tokens?: number; + /** + * Controls the randomness of the output; higher values produce more random results. + */ + temperature?: number; + /** + * Adjusts the creativity of the AI's responses by controlling how many possible words it considers. Lower values make outputs more predictable; higher values allow for more varied and creative responses. + */ + top_p?: number; + /** + * Limits the AI to choose from the top 'k' most probable words. Lower values make responses more focused; higher values introduce more variety and potential surprises. + */ + top_k?: number; + /** + * Random seed for reproducibility of the generation. + */ + seed?: number; + /** + * Penalty for repeated tokens; higher values discourage repetition. + */ + repetition_penalty?: number; + /** + * Decreases the likelihood of the model repeating the same lines verbatim. + */ + frequency_penalty?: number; + /** + * Increases the likelihood of the model introducing new topics. + */ + presence_penalty?: number; +} +interface Ai_Cf_Aisingapore_Gemma_Sea_Lion_V4_27B_It_JSON_Mode { + type?: "json_object" | "json_schema"; + json_schema?: unknown; +} +interface Ai_Cf_Aisingapore_Gemma_Sea_Lion_V4_27B_It_Messages { + /** + * An array of message objects representing the conversation history. + */ + messages: { + /** + * The role of the message sender (e.g., 'user', 'assistant', 'system', 'tool'). + */ + role: string; + content: string | { + /** + * Type of the content (text) + */ + type?: string; + /** + * Text content + */ + text?: string; + }[]; + }[]; + functions?: { + name: string; + code: string; + }[]; + /** + * A list of tools available for the assistant to use. + */ + tools?: ({ + /** + * The name of the tool. More descriptive the better. + */ + name: string; + /** + * A brief description of what the tool does. + */ + description: string; + /** + * Schema defining the parameters accepted by the tool. + */ + parameters: { + /** + * The type of the parameters object (usually 'object'). + */ + type: string; + /** + * List of required parameter names. + */ + required?: string[]; + /** + * Definitions of each parameter. + */ + properties: { + [k: string]: { + /** + * The data type of the parameter. + */ + type: string; + /** + * A description of the expected parameter. + */ + description: string; + }; + }; + }; + } | { + /** + * Specifies the type of tool (e.g., 'function'). + */ + type: string; + /** + * Details of the function tool. + */ + function: { + /** + * The name of the function. + */ + name: string; + /** + * A brief description of what the function does. + */ + description: string; + /** + * Schema defining the parameters accepted by the function. + */ + parameters: { + /** + * The type of the parameters object (usually 'object'). + */ + type: string; + /** + * List of required parameter names. + */ + required?: string[]; + /** + * Definitions of each parameter. + */ + properties: { + [k: string]: { + /** + * The data type of the parameter. + */ + type: string; + /** + * A description of the expected parameter. + */ + description: string; + }; + }; + }; + }; + })[]; + response_format?: Ai_Cf_Aisingapore_Gemma_Sea_Lion_V4_27B_It_JSON_Mode_1; + /** + * If true, a chat template is not applied and you must adhere to the specific model's expected formatting. + */ + raw?: boolean; + /** + * If true, the response will be streamed back incrementally using SSE, Server Sent Events. + */ + stream?: boolean; + /** + * The maximum number of tokens to generate in the response. + */ + max_tokens?: number; + /** + * Controls the randomness of the output; higher values produce more random results. + */ + temperature?: number; + /** + * Adjusts the creativity of the AI's responses by controlling how many possible words it considers. Lower values make outputs more predictable; higher values allow for more varied and creative responses. + */ + top_p?: number; + /** + * Limits the AI to choose from the top 'k' most probable words. Lower values make responses more focused; higher values introduce more variety and potential surprises. + */ + top_k?: number; + /** + * Random seed for reproducibility of the generation. + */ + seed?: number; + /** + * Penalty for repeated tokens; higher values discourage repetition. + */ + repetition_penalty?: number; + /** + * Decreases the likelihood of the model repeating the same lines verbatim. + */ + frequency_penalty?: number; + /** + * Increases the likelihood of the model introducing new topics. + */ + presence_penalty?: number; +} +interface Ai_Cf_Aisingapore_Gemma_Sea_Lion_V4_27B_It_JSON_Mode_1 { + type?: "json_object" | "json_schema"; + json_schema?: unknown; +} +interface Ai_Cf_Aisingapore_Gemma_Sea_Lion_V4_27B_It_Async_Batch { + requests: (Ai_Cf_Aisingapore_Gemma_Sea_Lion_V4_27B_It_Prompt_1 | Ai_Cf_Aisingapore_Gemma_Sea_Lion_V4_27B_It_Messages_1)[]; +} +interface Ai_Cf_Aisingapore_Gemma_Sea_Lion_V4_27B_It_Prompt_1 { + /** + * The input text prompt for the model to generate a response. + */ + prompt: string; + /** + * Name of the LoRA (Low-Rank Adaptation) model to fine-tune the base model. + */ + lora?: string; + response_format?: Ai_Cf_Aisingapore_Gemma_Sea_Lion_V4_27B_It_JSON_Mode_2; + /** + * If true, a chat template is not applied and you must adhere to the specific model's expected formatting. + */ + raw?: boolean; + /** + * If true, the response will be streamed back incrementally using SSE, Server Sent Events. + */ + stream?: boolean; + /** + * The maximum number of tokens to generate in the response. + */ + max_tokens?: number; + /** + * Controls the randomness of the output; higher values produce more random results. + */ + temperature?: number; + /** + * Adjusts the creativity of the AI's responses by controlling how many possible words it considers. Lower values make outputs more predictable; higher values allow for more varied and creative responses. + */ + top_p?: number; + /** + * Limits the AI to choose from the top 'k' most probable words. Lower values make responses more focused; higher values introduce more variety and potential surprises. + */ + top_k?: number; + /** + * Random seed for reproducibility of the generation. + */ + seed?: number; + /** + * Penalty for repeated tokens; higher values discourage repetition. + */ + repetition_penalty?: number; + /** + * Decreases the likelihood of the model repeating the same lines verbatim. + */ + frequency_penalty?: number; + /** + * Increases the likelihood of the model introducing new topics. + */ + presence_penalty?: number; +} +interface Ai_Cf_Aisingapore_Gemma_Sea_Lion_V4_27B_It_JSON_Mode_2 { + type?: "json_object" | "json_schema"; + json_schema?: unknown; +} +interface Ai_Cf_Aisingapore_Gemma_Sea_Lion_V4_27B_It_Messages_1 { + /** + * An array of message objects representing the conversation history. + */ + messages: { + /** + * The role of the message sender (e.g., 'user', 'assistant', 'system', 'tool'). + */ + role: string; + content: string | { + /** + * Type of the content (text) + */ + type?: string; + /** + * Text content + */ + text?: string; + }[]; + }[]; + functions?: { + name: string; + code: string; + }[]; + /** + * A list of tools available for the assistant to use. + */ + tools?: ({ + /** + * The name of the tool. More descriptive the better. + */ + name: string; + /** + * A brief description of what the tool does. + */ + description: string; + /** + * Schema defining the parameters accepted by the tool. + */ + parameters: { + /** + * The type of the parameters object (usually 'object'). + */ + type: string; + /** + * List of required parameter names. + */ + required?: string[]; + /** + * Definitions of each parameter. + */ + properties: { + [k: string]: { + /** + * The data type of the parameter. + */ + type: string; + /** + * A description of the expected parameter. + */ + description: string; + }; + }; + }; + } | { + /** + * Specifies the type of tool (e.g., 'function'). + */ + type: string; + /** + * Details of the function tool. + */ + function: { + /** + * The name of the function. + */ + name: string; + /** + * A brief description of what the function does. + */ + description: string; + /** + * Schema defining the parameters accepted by the function. + */ + parameters: { + /** + * The type of the parameters object (usually 'object'). + */ + type: string; + /** + * List of required parameter names. + */ + required?: string[]; + /** + * Definitions of each parameter. + */ + properties: { + [k: string]: { + /** + * The data type of the parameter. + */ + type: string; + /** + * A description of the expected parameter. + */ + description: string; + }; + }; + }; + }; + })[]; + response_format?: Ai_Cf_Aisingapore_Gemma_Sea_Lion_V4_27B_It_JSON_Mode_3; + /** + * If true, a chat template is not applied and you must adhere to the specific model's expected formatting. + */ + raw?: boolean; + /** + * If true, the response will be streamed back incrementally using SSE, Server Sent Events. + */ + stream?: boolean; + /** + * The maximum number of tokens to generate in the response. + */ + max_tokens?: number; + /** + * Controls the randomness of the output; higher values produce more random results. + */ + temperature?: number; + /** + * Adjusts the creativity of the AI's responses by controlling how many possible words it considers. Lower values make outputs more predictable; higher values allow for more varied and creative responses. + */ + top_p?: number; + /** + * Limits the AI to choose from the top 'k' most probable words. Lower values make responses more focused; higher values introduce more variety and potential surprises. + */ + top_k?: number; + /** + * Random seed for reproducibility of the generation. + */ + seed?: number; + /** + * Penalty for repeated tokens; higher values discourage repetition. + */ + repetition_penalty?: number; + /** + * Decreases the likelihood of the model repeating the same lines verbatim. + */ + frequency_penalty?: number; + /** + * Increases the likelihood of the model introducing new topics. + */ + presence_penalty?: number; +} +interface Ai_Cf_Aisingapore_Gemma_Sea_Lion_V4_27B_It_JSON_Mode_3 { + type?: "json_object" | "json_schema"; + json_schema?: unknown; +} +type Ai_Cf_Aisingapore_Gemma_Sea_Lion_V4_27B_It_Output = Ai_Cf_Aisingapore_Gemma_Sea_Lion_V4_27B_It_Chat_Completion_Response | Ai_Cf_Aisingapore_Gemma_Sea_Lion_V4_27B_It_Text_Completion_Response | string | Ai_Cf_Aisingapore_Gemma_Sea_Lion_V4_27B_It_AsyncResponse; +interface Ai_Cf_Aisingapore_Gemma_Sea_Lion_V4_27B_It_Chat_Completion_Response { + /** + * Unique identifier for the completion + */ + id?: string; + /** + * Object type identifier + */ + object?: "chat.completion"; + /** + * Unix timestamp of when the completion was created + */ + created?: number; + /** + * Model used for the completion + */ + model?: string; + /** + * List of completion choices + */ + choices?: { + /** + * Index of the choice in the list + */ + index?: number; + /** + * The message generated by the model + */ + message?: { + /** + * Role of the message author + */ + role: string; + /** + * The content of the message + */ + content: string; + /** + * Internal reasoning content (if available) + */ + reasoning_content?: string; + /** + * Tool calls made by the assistant + */ + tool_calls?: { + /** + * Unique identifier for the tool call + */ + id: string; + /** + * Type of tool call + */ + type: "function"; + function: { + /** + * Name of the function to call + */ + name: string; + /** + * JSON string of arguments for the function + */ + arguments: string; + }; + }[]; + }; + /** + * Reason why the model stopped generating + */ + finish_reason?: string; + /** + * Stop reason (may be null) + */ + stop_reason?: string | null; + /** + * Log probabilities (if requested) + */ + logprobs?: {} | null; + }[]; + /** + * Usage statistics for the inference request + */ + usage?: { + /** + * Total number of tokens in input + */ + prompt_tokens?: number; + /** + * Total number of tokens in output + */ + completion_tokens?: number; + /** + * Total number of input and output tokens + */ + total_tokens?: number; + }; + /** + * Log probabilities for the prompt (if requested) + */ + prompt_logprobs?: {} | null; +} +interface Ai_Cf_Aisingapore_Gemma_Sea_Lion_V4_27B_It_Text_Completion_Response { + /** + * Unique identifier for the completion + */ + id?: string; + /** + * Object type identifier + */ + object?: "text_completion"; + /** + * Unix timestamp of when the completion was created + */ + created?: number; + /** + * Model used for the completion + */ + model?: string; + /** + * List of completion choices + */ + choices?: { + /** + * Index of the choice in the list + */ + index: number; + /** + * The generated text completion + */ + text: string; + /** + * Reason why the model stopped generating + */ + finish_reason: string; + /** + * Stop reason (may be null) + */ + stop_reason?: string | null; + /** + * Log probabilities (if requested) + */ + logprobs?: {} | null; + /** + * Log probabilities for the prompt (if requested) + */ + prompt_logprobs?: {} | null; + }[]; + /** + * Usage statistics for the inference request + */ + usage?: { + /** + * Total number of tokens in input + */ + prompt_tokens?: number; + /** + * Total number of tokens in output + */ + completion_tokens?: number; + /** + * Total number of input and output tokens + */ + total_tokens?: number; + }; +} +interface Ai_Cf_Aisingapore_Gemma_Sea_Lion_V4_27B_It_AsyncResponse { + /** + * The async request id that can be used to obtain the results. + */ + request_id?: string; +} +declare abstract class Base_Ai_Cf_Aisingapore_Gemma_Sea_Lion_V4_27B_It { + inputs: Ai_Cf_Aisingapore_Gemma_Sea_Lion_V4_27B_It_Input; + postProcessedOutputs: Ai_Cf_Aisingapore_Gemma_Sea_Lion_V4_27B_It_Output; +} +interface Ai_Cf_Pfnet_Plamo_Embedding_1B_Input { + /** + * Input text to embed. Can be a single string or a list of strings. + */ + text: string | string[]; +} +interface Ai_Cf_Pfnet_Plamo_Embedding_1B_Output { + /** + * Embedding vectors, where each vector is a list of floats. + */ + data: number[][]; + /** + * Shape of the embedding data as [number_of_embeddings, embedding_dimension]. + * + * @minItems 2 + * @maxItems 2 + */ + shape: [ + number, + number + ]; +} +declare abstract class Base_Ai_Cf_Pfnet_Plamo_Embedding_1B { + inputs: Ai_Cf_Pfnet_Plamo_Embedding_1B_Input; + postProcessedOutputs: Ai_Cf_Pfnet_Plamo_Embedding_1B_Output; +} +interface Ai_Cf_Deepgram_Flux_Input { + /** + * Encoding of the audio stream. Currently only supports raw signed little-endian 16-bit PCM. + */ + encoding: "linear16"; + /** + * Sample rate of the audio stream in Hz. + */ + sample_rate: string; + /** + * End-of-turn confidence required to fire an eager end-of-turn event. When set, enables EagerEndOfTurn and TurnResumed events. Valid Values 0.3 - 0.9. + */ + eager_eot_threshold?: string; + /** + * End-of-turn confidence required to finish a turn. Valid Values 0.5 - 0.9. + */ + eot_threshold?: string; + /** + * A turn will be finished when this much time has passed after speech, regardless of EOT confidence. + */ + eot_timeout_ms?: string; + /** + * Keyterm prompting can improve recognition of specialized terminology. Pass multiple keyterm query parameters to boost multiple keyterms. + */ + keyterm?: string; + /** + * Opts out requests from the Deepgram Model Improvement Program. Refer to Deepgram Docs for pricing impacts before setting this to true. https://dpgr.am/deepgram-mip + */ + mip_opt_out?: "true" | "false"; + /** + * Label your requests for the purpose of identification during usage reporting + */ + tag?: string; +} +/** + * Output will be returned as websocket messages. + */ +interface Ai_Cf_Deepgram_Flux_Output { + /** + * The unique identifier of the request (uuid) + */ + request_id?: string; + /** + * Starts at 0 and increments for each message the server sends to the client. + */ + sequence_id?: number; + /** + * The type of event being reported. + */ + event?: "Update" | "StartOfTurn" | "EagerEndOfTurn" | "TurnResumed" | "EndOfTurn"; + /** + * The index of the current turn + */ + turn_index?: number; + /** + * Start time in seconds of the audio range that was transcribed + */ + audio_window_start?: number; + /** + * End time in seconds of the audio range that was transcribed + */ + audio_window_end?: number; + /** + * Text that was said over the course of the current turn + */ + transcript?: string; + /** + * The words in the transcript + */ + words?: { + /** + * The individual punctuated, properly-cased word from the transcript + */ + word: string; + /** + * Confidence that this word was transcribed correctly + */ + confidence: number; + }[]; + /** + * Confidence that no more speech is coming in this turn + */ + end_of_turn_confidence?: number; +} +declare abstract class Base_Ai_Cf_Deepgram_Flux { + inputs: Ai_Cf_Deepgram_Flux_Input; + postProcessedOutputs: Ai_Cf_Deepgram_Flux_Output; +} +interface Ai_Cf_Deepgram_Aura_2_En_Input { + /** + * Speaker used to produce the audio. + */ + speaker?: "amalthea" | "andromeda" | "apollo" | "arcas" | "aries" | "asteria" | "athena" | "atlas" | "aurora" | "callista" | "cora" | "cordelia" | "delia" | "draco" | "electra" | "harmonia" | "helena" | "hera" | "hermes" | "hyperion" | "iris" | "janus" | "juno" | "jupiter" | "luna" | "mars" | "minerva" | "neptune" | "odysseus" | "ophelia" | "orion" | "orpheus" | "pandora" | "phoebe" | "pluto" | "saturn" | "thalia" | "theia" | "vesta" | "zeus"; + /** + * Encoding of the output audio. + */ + encoding?: "linear16" | "flac" | "mulaw" | "alaw" | "mp3" | "opus" | "aac"; + /** + * Container specifies the file format wrapper for the output audio. The available options depend on the encoding type.. + */ + container?: "none" | "wav" | "ogg"; + /** + * The text content to be converted to speech + */ + text: string; + /** + * Sample Rate specifies the sample rate for the output audio. Based on the encoding, different sample rates are supported. For some encodings, the sample rate is not configurable + */ + sample_rate?: number; + /** + * The bitrate of the audio in bits per second. Choose from predefined ranges or specific values based on the encoding type. + */ + bit_rate?: number; +} +/** + * The generated audio in MP3 format + */ +type Ai_Cf_Deepgram_Aura_2_En_Output = string; +declare abstract class Base_Ai_Cf_Deepgram_Aura_2_En { + inputs: Ai_Cf_Deepgram_Aura_2_En_Input; + postProcessedOutputs: Ai_Cf_Deepgram_Aura_2_En_Output; +} +interface Ai_Cf_Deepgram_Aura_2_Es_Input { + /** + * Speaker used to produce the audio. + */ + speaker?: "sirio" | "nestor" | "carina" | "celeste" | "alvaro" | "diana" | "aquila" | "selena" | "estrella" | "javier"; + /** + * Encoding of the output audio. + */ + encoding?: "linear16" | "flac" | "mulaw" | "alaw" | "mp3" | "opus" | "aac"; + /** + * Container specifies the file format wrapper for the output audio. The available options depend on the encoding type.. + */ + container?: "none" | "wav" | "ogg"; + /** + * The text content to be converted to speech + */ + text: string; + /** + * Sample Rate specifies the sample rate for the output audio. Based on the encoding, different sample rates are supported. For some encodings, the sample rate is not configurable + */ + sample_rate?: number; + /** + * The bitrate of the audio in bits per second. Choose from predefined ranges or specific values based on the encoding type. + */ + bit_rate?: number; +} +/** + * The generated audio in MP3 format + */ +type Ai_Cf_Deepgram_Aura_2_Es_Output = string; +declare abstract class Base_Ai_Cf_Deepgram_Aura_2_Es { + inputs: Ai_Cf_Deepgram_Aura_2_Es_Input; + postProcessedOutputs: Ai_Cf_Deepgram_Aura_2_Es_Output; +} +interface Ai_Cf_Black_Forest_Labs_Flux_2_Dev_Input { + multipart: { + body?: object; + contentType?: string; + }; +} +interface Ai_Cf_Black_Forest_Labs_Flux_2_Dev_Output { + /** + * Generated image as Base64 string. + */ + image?: string; +} +declare abstract class Base_Ai_Cf_Black_Forest_Labs_Flux_2_Dev { + inputs: Ai_Cf_Black_Forest_Labs_Flux_2_Dev_Input; + postProcessedOutputs: Ai_Cf_Black_Forest_Labs_Flux_2_Dev_Output; +} +interface Ai_Cf_Black_Forest_Labs_Flux_2_Klein_4B_Input { + multipart: { + body?: object; + contentType?: string; + }; +} +interface Ai_Cf_Black_Forest_Labs_Flux_2_Klein_4B_Output { + /** + * Generated image as Base64 string. + */ + image?: string; +} +declare abstract class Base_Ai_Cf_Black_Forest_Labs_Flux_2_Klein_4B { + inputs: Ai_Cf_Black_Forest_Labs_Flux_2_Klein_4B_Input; + postProcessedOutputs: Ai_Cf_Black_Forest_Labs_Flux_2_Klein_4B_Output; +} +interface Ai_Cf_Black_Forest_Labs_Flux_2_Klein_9B_Input { + multipart: { + body?: object; + contentType?: string; + }; +} +interface Ai_Cf_Black_Forest_Labs_Flux_2_Klein_9B_Output { + /** + * Generated image as Base64 string. + */ + image?: string; +} +declare abstract class Base_Ai_Cf_Black_Forest_Labs_Flux_2_Klein_9B { + inputs: Ai_Cf_Black_Forest_Labs_Flux_2_Klein_9B_Input; + postProcessedOutputs: Ai_Cf_Black_Forest_Labs_Flux_2_Klein_9B_Output; +} +declare abstract class Base_Ai_Cf_Zai_Org_Glm_4_7_Flash { + inputs: ChatCompletionsInput; + postProcessedOutputs: ChatCompletionsOutput; +} +declare abstract class Base_Ai_Cf_Moonshotai_Kimi_K2_5 { + inputs: ChatCompletionsInput; + postProcessedOutputs: ChatCompletionsOutput; +} +declare abstract class Base_Ai_Cf_Nvidia_Nemotron_3_120B_A12B { + inputs: ChatCompletionsInput; + postProcessedOutputs: ChatCompletionsOutput; +} +declare abstract class Base_Ai_Cf_Google_Gemma_4_26B_A4B_IT { + inputs: ChatCompletionsInput; + postProcessedOutputs: ChatCompletionsOutput; +} +interface AiModels { + "@cf/huggingface/distilbert-sst-2-int8": BaseAiTextClassification; + "@cf/stabilityai/stable-diffusion-xl-base-1.0": BaseAiTextToImage; + "@cf/runwayml/stable-diffusion-v1-5-inpainting": BaseAiTextToImage; + "@cf/runwayml/stable-diffusion-v1-5-img2img": BaseAiTextToImage; + "@cf/lykon/dreamshaper-8-lcm": BaseAiTextToImage; + "@cf/bytedance/stable-diffusion-xl-lightning": BaseAiTextToImage; + "@cf/myshell-ai/melotts": BaseAiTextToSpeech; + "@cf/google/embeddinggemma-300m": BaseAiTextEmbeddings; + "@cf/microsoft/resnet-50": BaseAiImageClassification; + "@cf/meta/llama-2-7b-chat-int8": BaseAiTextGeneration; + "@cf/mistral/mistral-7b-instruct-v0.1": BaseAiTextGeneration; + "@cf/meta/llama-2-7b-chat-fp16": BaseAiTextGeneration; + "@hf/thebloke/llama-2-13b-chat-awq": BaseAiTextGeneration; + "@hf/thebloke/mistral-7b-instruct-v0.1-awq": BaseAiTextGeneration; + "@hf/thebloke/zephyr-7b-beta-awq": BaseAiTextGeneration; + "@hf/thebloke/openhermes-2.5-mistral-7b-awq": BaseAiTextGeneration; + "@hf/thebloke/neural-chat-7b-v3-1-awq": BaseAiTextGeneration; + "@hf/thebloke/deepseek-coder-6.7b-base-awq": BaseAiTextGeneration; + "@hf/thebloke/deepseek-coder-6.7b-instruct-awq": BaseAiTextGeneration; + "@cf/deepseek-ai/deepseek-math-7b-instruct": BaseAiTextGeneration; + "@cf/defog/sqlcoder-7b-2": BaseAiTextGeneration; + "@cf/openchat/openchat-3.5-0106": BaseAiTextGeneration; + "@cf/tiiuae/falcon-7b-instruct": BaseAiTextGeneration; + "@cf/thebloke/discolm-german-7b-v1-awq": BaseAiTextGeneration; + "@cf/qwen/qwen1.5-0.5b-chat": BaseAiTextGeneration; + "@cf/qwen/qwen1.5-7b-chat-awq": BaseAiTextGeneration; + "@cf/qwen/qwen1.5-14b-chat-awq": BaseAiTextGeneration; + "@cf/tinyllama/tinyllama-1.1b-chat-v1.0": BaseAiTextGeneration; + "@cf/microsoft/phi-2": BaseAiTextGeneration; + "@cf/qwen/qwen1.5-1.8b-chat": BaseAiTextGeneration; + "@cf/mistral/mistral-7b-instruct-v0.2-lora": BaseAiTextGeneration; + "@hf/nousresearch/hermes-2-pro-mistral-7b": BaseAiTextGeneration; + "@hf/nexusflow/starling-lm-7b-beta": BaseAiTextGeneration; + "@hf/google/gemma-7b-it": BaseAiTextGeneration; + "@cf/meta-llama/llama-2-7b-chat-hf-lora": BaseAiTextGeneration; + "@cf/google/gemma-2b-it-lora": BaseAiTextGeneration; + "@cf/google/gemma-7b-it-lora": BaseAiTextGeneration; + "@hf/mistral/mistral-7b-instruct-v0.2": BaseAiTextGeneration; + "@cf/meta/llama-3-8b-instruct": BaseAiTextGeneration; + "@cf/fblgit/una-cybertron-7b-v2-bf16": BaseAiTextGeneration; + "@cf/meta/llama-3-8b-instruct-awq": BaseAiTextGeneration; + "@cf/meta/llama-3.1-8b-instruct-fp8": BaseAiTextGeneration; + "@cf/meta/llama-3.1-8b-instruct-awq": BaseAiTextGeneration; + "@cf/meta/llama-3.2-3b-instruct": BaseAiTextGeneration; + "@cf/meta/llama-3.2-1b-instruct": BaseAiTextGeneration; + "@cf/deepseek-ai/deepseek-r1-distill-qwen-32b": BaseAiTextGeneration; + "@cf/ibm-granite/granite-4.0-h-micro": BaseAiTextGeneration; + "@cf/facebook/bart-large-cnn": BaseAiSummarization; + "@cf/llava-hf/llava-1.5-7b-hf": BaseAiImageToText; + "@cf/baai/bge-base-en-v1.5": Base_Ai_Cf_Baai_Bge_Base_En_V1_5; + "@cf/openai/whisper": Base_Ai_Cf_Openai_Whisper; + "@cf/meta/m2m100-1.2b": Base_Ai_Cf_Meta_M2M100_1_2B; + "@cf/baai/bge-small-en-v1.5": Base_Ai_Cf_Baai_Bge_Small_En_V1_5; + "@cf/baai/bge-large-en-v1.5": Base_Ai_Cf_Baai_Bge_Large_En_V1_5; + "@cf/unum/uform-gen2-qwen-500m": Base_Ai_Cf_Unum_Uform_Gen2_Qwen_500M; + "@cf/openai/whisper-tiny-en": Base_Ai_Cf_Openai_Whisper_Tiny_En; + "@cf/openai/whisper-large-v3-turbo": Base_Ai_Cf_Openai_Whisper_Large_V3_Turbo; + "@cf/baai/bge-m3": Base_Ai_Cf_Baai_Bge_M3; + "@cf/black-forest-labs/flux-1-schnell": Base_Ai_Cf_Black_Forest_Labs_Flux_1_Schnell; + "@cf/meta/llama-3.2-11b-vision-instruct": Base_Ai_Cf_Meta_Llama_3_2_11B_Vision_Instruct; + "@cf/meta/llama-3.3-70b-instruct-fp8-fast": Base_Ai_Cf_Meta_Llama_3_3_70B_Instruct_Fp8_Fast; + "@cf/meta/llama-guard-3-8b": Base_Ai_Cf_Meta_Llama_Guard_3_8B; + "@cf/baai/bge-reranker-base": Base_Ai_Cf_Baai_Bge_Reranker_Base; + "@cf/qwen/qwen2.5-coder-32b-instruct": Base_Ai_Cf_Qwen_Qwen2_5_Coder_32B_Instruct; + "@cf/qwen/qwq-32b": Base_Ai_Cf_Qwen_Qwq_32B; + "@cf/mistralai/mistral-small-3.1-24b-instruct": Base_Ai_Cf_Mistralai_Mistral_Small_3_1_24B_Instruct; + "@cf/google/gemma-3-12b-it": Base_Ai_Cf_Google_Gemma_3_12B_It; + "@cf/meta/llama-4-scout-17b-16e-instruct": Base_Ai_Cf_Meta_Llama_4_Scout_17B_16E_Instruct; + "@cf/qwen/qwen3-30b-a3b-fp8": Base_Ai_Cf_Qwen_Qwen3_30B_A3B_Fp8; + "@cf/deepgram/nova-3": Base_Ai_Cf_Deepgram_Nova_3; + "@cf/qwen/qwen3-embedding-0.6b": Base_Ai_Cf_Qwen_Qwen3_Embedding_0_6B; + "@cf/pipecat-ai/smart-turn-v2": Base_Ai_Cf_Pipecat_Ai_Smart_Turn_V2; + "@cf/openai/gpt-oss-120b": Base_Ai_Cf_Openai_Gpt_Oss_120B; + "@cf/openai/gpt-oss-20b": Base_Ai_Cf_Openai_Gpt_Oss_20B; + "@cf/leonardo/phoenix-1.0": Base_Ai_Cf_Leonardo_Phoenix_1_0; + "@cf/leonardo/lucid-origin": Base_Ai_Cf_Leonardo_Lucid_Origin; + "@cf/deepgram/aura-1": Base_Ai_Cf_Deepgram_Aura_1; + "@cf/ai4bharat/indictrans2-en-indic-1B": Base_Ai_Cf_Ai4Bharat_Indictrans2_En_Indic_1B; + "@cf/aisingapore/gemma-sea-lion-v4-27b-it": Base_Ai_Cf_Aisingapore_Gemma_Sea_Lion_V4_27B_It; + "@cf/pfnet/plamo-embedding-1b": Base_Ai_Cf_Pfnet_Plamo_Embedding_1B; + "@cf/deepgram/flux": Base_Ai_Cf_Deepgram_Flux; + "@cf/deepgram/aura-2-en": Base_Ai_Cf_Deepgram_Aura_2_En; + "@cf/deepgram/aura-2-es": Base_Ai_Cf_Deepgram_Aura_2_Es; + "@cf/black-forest-labs/flux-2-dev": Base_Ai_Cf_Black_Forest_Labs_Flux_2_Dev; + "@cf/black-forest-labs/flux-2-klein-4b": Base_Ai_Cf_Black_Forest_Labs_Flux_2_Klein_4B; + "@cf/black-forest-labs/flux-2-klein-9b": Base_Ai_Cf_Black_Forest_Labs_Flux_2_Klein_9B; + "@cf/zai-org/glm-4.7-flash": Base_Ai_Cf_Zai_Org_Glm_4_7_Flash; + "@cf/moonshotai/kimi-k2.5": Base_Ai_Cf_Moonshotai_Kimi_K2_5; + "@cf/nvidia/nemotron-3-120b-a12b": Base_Ai_Cf_Nvidia_Nemotron_3_120B_A12B; +} +type AiOptions = { + /** + * Send requests as an asynchronous batch job, only works for supported models + * https://developers.cloudflare.com/workers-ai/features/batch-api + */ + queueRequest?: boolean; + /** + * Establish websocket connections, only works for supported models + */ + websocket?: boolean; + /** + * Tag your requests to group and view them in Cloudflare dashboard. + * + * Rules: + * Tags must only contain letters, numbers, and the symbols: : - . / @ + * Each tag can have maximum 50 characters. + * Maximum 5 tags are allowed each request. + * Duplicate tags will removed. + */ + tags?: string[]; + gateway?: GatewayOptions; + returnRawResponse?: boolean; + prefix?: string; + extraHeaders?: object; + signal?: AbortSignal; +}; +type AiModelsSearchParams = { + author?: string; + hide_experimental?: boolean; + page?: number; + per_page?: number; + search?: string; + source?: number; + task?: string; +}; +type AiModelsSearchObject = { + id: string; + source: number; + name: string; + description: string; + task: { + id: string; + name: string; + description: string; + }; + tags: string[]; + properties: { + property_id: string; + value: string; + }[]; +}; +type ChatCompletionsBase = XOR; +type ChatCompletionsInput = XOR; +interface InferenceUpstreamError extends Error { +} +interface AiInternalError extends Error { +} +type AiModelListType = Record; +type AiAsyncBatchResponse = { + request_id: string; +}; +declare abstract class Ai { + aiGatewayLogId: string | null; + gateway(gatewayId: string): AiGateway; + /** + * @deprecated Use the standalone `ai_search_namespaces` or `ai_search` Workers bindings instead. + * See https://developers.cloudflare.com/ai-search/usage/workers-binding/ + */ + aiSearch(): AiSearchNamespace; + /** + * @deprecated AutoRAG has been replaced by AI Search. + * Use the standalone `ai_search_namespaces` or `ai_search` Workers bindings instead. + * See https://developers.cloudflare.com/ai-search/usage/workers-binding/ + * + * @param autoragId Instance ID + */ + autorag(autoragId: string): AutoRAG; + // Batch request + run(model: Name, inputs: { + requests: AiModelList[Name]['inputs'][]; + }, options: AiOptions & { + queueRequest: true; + }): Promise; + // Raw response + run(model: Name, inputs: AiModelList[Name]['inputs'], options: AiOptions & { + returnRawResponse: true; + }): Promise; + // WebSocket + run(model: Name, inputs: AiModelList[Name]['inputs'], options: AiOptions & { + websocket: true; + }): Promise; + // Streaming + run(model: Name, inputs: AiModelList[Name]['inputs'] & { + stream: true; + }, options?: AiOptions): Promise; + // Normal (default) - known model + run(model: Name, inputs: AiModelList[Name]['inputs'], options?: AiOptions): Promise; + // Unknown model (gateway fallback) + run(model: string & {}, inputs: Record, options?: AiOptions): Promise>; + models(params?: AiModelsSearchParams): Promise; + toMarkdown(): ToMarkdownService; + toMarkdown(files: MarkdownDocument[], options?: ConversionRequestOptions): Promise; + toMarkdown(files: MarkdownDocument, options?: ConversionRequestOptions): Promise; +} +type GatewayRetries = { + maxAttempts?: 1 | 2 | 3 | 4 | 5; + retryDelayMs?: number; + backoff?: 'constant' | 'linear' | 'exponential'; +}; +type GatewayOptions = { + id: string; + cacheKey?: string; + cacheTtl?: number; + skipCache?: boolean; + metadata?: Record; + collectLog?: boolean; + eventId?: string; + requestTimeoutMs?: number; + retries?: GatewayRetries; +}; +type UniversalGatewayOptions = Exclude & { + /** + ** @deprecated + */ + id?: string; +}; +type AiGatewayPatchLog = { + score?: number | null; + feedback?: -1 | 1 | null; + metadata?: Record | null; +}; +type AiGatewayLog = { + id: string; + provider: string; + model: string; + model_type?: string; + path: string; + duration: number; + request_type?: string; + request_content_type?: string; + status_code: number; + response_content_type?: string; + success: boolean; + cached: boolean; + tokens_in?: number; + tokens_out?: number; + metadata?: Record; + step?: number; + cost?: number; + custom_cost?: boolean; + request_size: number; + request_head?: string; + request_head_complete: boolean; + response_size: number; + response_head?: string; + response_head_complete: boolean; + created_at: Date; +}; +type AIGatewayProviders = 'workers-ai' | 'anthropic' | 'aws-bedrock' | 'azure-openai' | 'google-vertex-ai' | 'huggingface' | 'openai' | 'perplexity-ai' | 'replicate' | 'groq' | 'cohere' | 'google-ai-studio' | 'mistral' | 'grok' | 'openrouter' | 'deepseek' | 'cerebras' | 'cartesia' | 'elevenlabs' | 'adobe-firefly'; +type AIGatewayHeaders = { + 'cf-aig-metadata': Record | string; + 'cf-aig-custom-cost': { + per_token_in?: number; + per_token_out?: number; + } | { + total_cost?: number; + } | string; + 'cf-aig-cache-ttl': number | string; + 'cf-aig-skip-cache': boolean | string; + 'cf-aig-cache-key': string; + 'cf-aig-event-id': string; + 'cf-aig-request-timeout': number | string; + 'cf-aig-max-attempts': number | string; + 'cf-aig-retry-delay': number | string; + 'cf-aig-backoff': string; + 'cf-aig-collect-log': boolean | string; + Authorization: string; + 'Content-Type': string; + [key: string]: string | number | boolean | object; +}; +type AIGatewayUniversalRequest = { + provider: AIGatewayProviders | string; // eslint-disable-line + endpoint: string; + headers: Partial; + query: unknown; +}; +interface AiGatewayInternalError extends Error { +} +interface AiGatewayLogNotFound extends Error { +} +declare abstract class AiGateway { + patchLog(logId: string, data: AiGatewayPatchLog): Promise; + getLog(logId: string): Promise; + run(data: AIGatewayUniversalRequest | AIGatewayUniversalRequest[], options?: { + gateway?: UniversalGatewayOptions; + extraHeaders?: object; + signal?: AbortSignal; + }): Promise; + getUrl(provider?: AIGatewayProviders | string): Promise; // eslint-disable-line +} +// Copyright (c) 2022-2025 Cloudflare, Inc. +// Licensed under the Apache 2.0 license found in the LICENSE file or at: +// https://opensource.org/licenses/Apache-2.0 +/** + * Artifacts — Git-compatible file storage on Cloudflare Workers. + * + * Provides programmatic access to create, manage, and fork repositories, + * and to issue and revoke scoped access tokens. + */ +/** Information about a repository. */ +interface ArtifactsRepoInfo { + /** Unique repository ID. */ + id: string; + /** Repository name. */ + name: string; + /** Repository description, or null if not set. */ + description: string | null; + /** Default branch name (e.g. "main"). */ + defaultBranch: string; + /** ISO 8601 creation timestamp. */ + createdAt: string; + /** ISO 8601 last-updated timestamp. */ + updatedAt: string; + /** ISO 8601 timestamp of the last push, or null if never pushed. */ + lastPushAt: string | null; + /** Fork source (e.g. "github:owner/repo", "artifacts:namespace/repo"), or null if not a fork. */ + source: string | null; + /** Whether the repository is read-only. */ + readOnly: boolean; + /** HTTPS git remote URL. */ + remote: string; +} +/** Result of creating a repository — includes the initial access token. */ +interface ArtifactsCreateRepoResult { + /** Unique repository ID. */ + id: string; + /** Repository name. */ + name: string; + /** Repository description, or null if not set. */ + description: string | null; + /** Default branch name. */ + defaultBranch: string; + /** HTTPS git remote URL. */ + remote: string; + /** Plaintext access token (only returned at creation time). */ + token: string; + /** ISO 8601 token expiry timestamp. */ + tokenExpiresAt: string; +} +/** Paginated list of repositories. */ +interface ArtifactsRepoListResult { + /** Repositories in this page (without the `remote` field). */ + repos: Omit[]; + /** Total number of repositories in the namespace. */ + total: number; + /** Cursor for the next page, if there are more results. */ + cursor?: string; +} +/** Result of creating an access token. */ +interface ArtifactsCreateTokenResult { + /** Unique token ID. */ + id: string; + /** Plaintext token (only returned at creation time). */ + plaintext: string; + /** Token scope: "read" or "write". */ + scope: 'read' | 'write'; + /** ISO 8601 token expiry timestamp. */ + expiresAt: string; +} +/** Token metadata (no plaintext). */ +interface ArtifactsTokenInfo { + /** Unique token ID. */ + id: string; + /** Token scope: "read" or "write". */ + scope: 'read' | 'write'; + /** Token state: "active", "expired", or "revoked". */ + state: 'active' | 'expired' | 'revoked'; + /** ISO 8601 creation timestamp. */ + createdAt: string; + /** ISO 8601 expiry timestamp. */ + expiresAt: string; +} +/** Paginated list of tokens for a repository. */ +interface ArtifactsTokenListResult { + /** Tokens in this page. */ + tokens: ArtifactsTokenInfo[]; + /** Total number of tokens for the repository. */ + total: number; +} +/** Handle for a single repository. Returned by Artifacts.get(). */ +interface ArtifactsRepo extends ArtifactsRepoInfo { + /** + * Create an access token for this repo. + * @param scope Token scope: "write" (default) or "read". + * @param ttl Time-to-live in seconds (default 86400, min 60, max 31536000). + */ + createToken(scope?: 'write' | 'read', ttl?: number): Promise; + /** List tokens for this repo (metadata only, no plaintext). */ + listTokens(): Promise; + /** + * Revoke a token by plaintext or ID. + * @param tokenOrId Plaintext token or token ID. + * @returns true if revoked, false if not found. + */ + revokeToken(tokenOrId: string): Promise; + // ── Fork ── + /** + * Fork this repo to a new repo. + * @param name Target repository name. + * @param opts Optional: description, readOnly flag, defaultBranchOnly (default true). + */ + fork(name: string, opts?: { + description?: string; + readOnly?: boolean; + defaultBranchOnly?: boolean; + }): Promise; +} +/** Artifacts binding — namespace-level operations. */ +interface Artifacts { + /** + * Create a new repository with an initial access token. + * @param name Repository name (alphanumeric, dots, hyphens, underscores). + * @param opts Optional: readOnly flag, description, default branch name. + * @returns Repo metadata with initial token. + */ + create(name: string, opts?: { + readOnly?: boolean; + description?: string; + setDefaultBranch?: string; + }): Promise; + /** + * Get a handle to an existing repository. + * @param name Repository name. + * @returns Repo handle. + */ + get(name: string): Promise; + /** + * Import a repository from an external git remote. + * @param params Source URL and optional branch/depth, plus target name and options. + * @returns Repo metadata with initial token. + */ + import(params: { + source: { + url: string; + branch?: string; + depth?: number; + }; + target: { + name: string; + opts?: { + description?: string; + readOnly?: boolean; + }; + }; + }): Promise; + /** + * List repositories with cursor-based pagination. + * @param opts Optional: limit (1–200, default 50), cursor for next page. + */ + list(opts?: { + limit?: number; + cursor?: string; + }): Promise; + /** + * Delete a repository and all associated tokens. + * @param name Repository name. + * @returns true if deleted, false if not found. + */ + delete(name: string): Promise; +} +/** + * @deprecated Use the standalone AI Search Workers binding instead. + * See https://developers.cloudflare.com/ai-search/usage/workers-binding/ + */ +interface AutoRAGInternalError extends Error { +} +/** + * @deprecated Use the standalone AI Search Workers binding instead. + * See https://developers.cloudflare.com/ai-search/usage/workers-binding/ + */ +interface AutoRAGNotFoundError extends Error { +} +/** + * @deprecated Use the standalone AI Search Workers binding instead. + * See https://developers.cloudflare.com/ai-search/usage/workers-binding/ + */ +interface AutoRAGUnauthorizedError extends Error { +} +/** + * @deprecated Use the standalone AI Search Workers binding instead. + * See https://developers.cloudflare.com/ai-search/usage/workers-binding/ + */ +interface AutoRAGNameNotSetError extends Error { +} +type ComparisonFilter = { + key: string; + type: 'eq' | 'ne' | 'gt' | 'gte' | 'lt' | 'lte'; + value: string | number | boolean; +}; +type CompoundFilter = { + type: 'and' | 'or'; + filters: ComparisonFilter[]; +}; +/** + * @deprecated Use the standalone AI Search Workers binding instead. + * See https://developers.cloudflare.com/ai-search/usage/workers-binding/ + */ +type AutoRagSearchRequest = { + query: string; + filters?: CompoundFilter | ComparisonFilter; + max_num_results?: number; + ranking_options?: { + ranker?: string; + score_threshold?: number; + }; + reranking?: { + enabled?: boolean; + model?: string; + }; + rewrite_query?: boolean; +}; +/** + * @deprecated Use the standalone AI Search Workers binding instead. + * See https://developers.cloudflare.com/ai-search/usage/workers-binding/ + */ +type AutoRagAiSearchRequest = AutoRagSearchRequest & { + stream?: boolean; + system_prompt?: string; +}; +/** + * @deprecated Use the standalone AI Search Workers binding instead. + * See https://developers.cloudflare.com/ai-search/usage/workers-binding/ + */ +type AutoRagAiSearchRequestStreaming = Omit & { + stream: true; +}; +/** + * @deprecated Use the standalone AI Search Workers binding instead. + * See https://developers.cloudflare.com/ai-search/usage/workers-binding/ + */ +type AutoRagSearchResponse = { + object: 'vector_store.search_results.page'; + search_query: string; + data: { + file_id: string; + filename: string; + score: number; + attributes: Record; + content: { + type: 'text'; + text: string; + }[]; + }[]; + has_more: boolean; + next_page: string | null; +}; +/** + * @deprecated Use the standalone AI Search Workers binding instead. + * See https://developers.cloudflare.com/ai-search/usage/workers-binding/ + */ +type AutoRagListResponse = { + id: string; + enable: boolean; + type: string; + source: string; + vectorize_name: string; + paused: boolean; + status: string; +}[]; +/** + * @deprecated Use the standalone AI Search Workers binding instead. + * See https://developers.cloudflare.com/ai-search/usage/workers-binding/ + */ +type AutoRagAiSearchResponse = AutoRagSearchResponse & { + response: string; +}; +/** + * @deprecated Use the standalone AI Search Workers binding instead. + * See https://developers.cloudflare.com/ai-search/usage/workers-binding/ + */ +declare abstract class AutoRAG { + /** + * @deprecated Use the standalone AI Search Workers binding instead. + * See https://developers.cloudflare.com/ai-search/usage/workers-binding/ + */ + list(): Promise; + /** + * @deprecated Use the standalone AI Search Workers binding instead. + * See https://developers.cloudflare.com/ai-search/usage/workers-binding/ + */ + search(params: AutoRagSearchRequest): Promise; + /** + * @deprecated Use the standalone AI Search Workers binding instead. + * See https://developers.cloudflare.com/ai-search/usage/workers-binding/ + */ + aiSearch(params: AutoRagAiSearchRequestStreaming): Promise; + /** + * @deprecated Use the standalone AI Search Workers binding instead. + * See https://developers.cloudflare.com/ai-search/usage/workers-binding/ + */ + aiSearch(params: AutoRagAiSearchRequest): Promise; + /** + * @deprecated Use the standalone AI Search Workers binding instead. + * See https://developers.cloudflare.com/ai-search/usage/workers-binding/ + */ + aiSearch(params: AutoRagAiSearchRequest): Promise; +} +interface BasicImageTransformations { + /** + * Maximum width in image pixels. The value must be an integer. + */ + width?: number; + /** + * Maximum height in image pixels. The value must be an integer. + */ + height?: number; + /** + * Resizing mode as a string. It affects interpretation of width and height + * options: + * - scale-down: Similar to contain, but the image is never enlarged. If + * the image is larger than given width or height, it will be resized. + * Otherwise its original size will be kept. + * - contain: Resizes to maximum size that fits within the given width and + * height. If only a single dimension is given (e.g. only width), the + * image will be shrunk or enlarged to exactly match that dimension. + * Aspect ratio is always preserved. + * - cover: Resizes (shrinks or enlarges) to fill the entire area of width + * and height. If the image has an aspect ratio different from the ratio + * of width and height, it will be cropped to fit. + * - crop: The image will be shrunk and cropped to fit within the area + * specified by width and height. The image will not be enlarged. For images + * smaller than the given dimensions it's the same as scale-down. For + * images larger than the given dimensions, it's the same as cover. + * See also trim. + * - pad: Resizes to the maximum size that fits within the given width and + * height, and then fills the remaining area with a background color + * (white by default). Use of this mode is not recommended, as the same + * effect can be more efficiently achieved with the contain mode and the + * CSS object-fit: contain property. + * - squeeze: Stretches and deforms to the width and height given, even if it + * breaks aspect ratio + */ + fit?: "scale-down" | "contain" | "cover" | "crop" | "pad" | "squeeze"; + /** + * Image segmentation using artificial intelligence models. Sets pixels not + * within selected segment area to transparent e.g "foreground" sets every + * background pixel as transparent. + */ + segment?: "foreground"; + /** + * When cropping with fit: "cover", this defines the side or point that should + * be left uncropped. The value is either a string + * "left", "right", "top", "bottom", "auto", or "center" (the default), + * or an object {x, y} containing focal point coordinates in the original + * image expressed as fractions ranging from 0.0 (top or left) to 1.0 + * (bottom or right), 0.5 being the center. {fit: "cover", gravity: "top"} will + * crop bottom or left and right sides as necessary, but won’t crop anything + * from the top. {fit: "cover", gravity: {x:0.5, y:0.2}} will crop each side to + * preserve as much as possible around a point at 20% of the height of the + * source image. + */ + gravity?: 'face' | 'left' | 'right' | 'top' | 'bottom' | 'center' | 'auto' | 'entropy' | BasicImageTransformationsGravityCoordinates; + /** + * Background color to add underneath the image. Applies only to images with + * transparency (such as PNG). Accepts any CSS color (#RRGGBB, rgba(…), + * hsl(…), etc.) + */ + background?: string; + /** + * Number of degrees (90, 180, 270) to rotate the image by. width and height + * options refer to axes after rotation. + */ + rotate?: 0 | 90 | 180 | 270 | 360; +} +interface BasicImageTransformationsGravityCoordinates { + x?: number; + y?: number; + mode?: 'remainder' | 'box-center'; +} +/** + * In addition to the properties you can set in the RequestInit dict + * that you pass as an argument to the Request constructor, you can + * set certain properties of a `cf` object to control how Cloudflare + * features are applied to that new Request. + * + * Note: Currently, these properties cannot be tested in the + * playground. + */ +interface RequestInitCfProperties extends Record { + cacheEverything?: boolean; + /** + * A request's cache key is what determines if two requests are + * "the same" for caching purposes. If a request has the same cache key + * as some previous request, then we can serve the same cached response for + * both. (e.g. 'some-key') + * + * Only available for Enterprise customers. + */ + cacheKey?: string; + /** + * This allows you to append additional Cache-Tag response headers + * to the origin response without modifications to the origin server. + * This will allow for greater control over the Purge by Cache Tag feature + * utilizing changes only in the Workers process. + * + * Only available for Enterprise customers. + */ + cacheTags?: string[]; + /** + * Force response to be cached for a given number of seconds. (e.g. 300) + */ + cacheTtl?: number; + /** + * Force response to be cached for a given number of seconds based on the Origin status code. + * (e.g. { '200-299': 86400, '404': 1, '500-599': 0 }) + */ + cacheTtlByStatus?: Record; + /** + * Explicit Cache-Control header value to set on the response stored in cache. + * This gives full control over cache directives (e.g. 'public, max-age=3600, s-maxage=86400'). + * + * Cannot be used together with `cacheTtl` or the `cache` request option (`no-store`/`no-cache`), + * as these are mutually exclusive cache control mechanisms. Setting both will throw a TypeError. + * + * Can be used together with `cacheTtlByStatus`. + */ + cacheControl?: string; + /** + * Whether the response should be eligible for Cache Reserve storage. + */ + cacheReserveEligible?: boolean; + /** + * Whether to respect strong ETags (as opposed to weak ETags) from the origin. + */ + respectStrongEtag?: boolean; + /** + * Whether to strip ETag headers from the origin response before caching. + */ + stripEtags?: boolean; + /** + * Whether to strip Last-Modified headers from the origin response before caching. + */ + stripLastModified?: boolean; + /** + * Whether to enable Cache Deception Armor, which protects against web cache + * deception attacks by verifying the Content-Type matches the URL extension. + */ + cacheDeceptionArmor?: boolean; + /** + * Minimum file size in bytes for a response to be eligible for Cache Reserve storage. + */ + cacheReserveMinimumFileSize?: number; + scrapeShield?: boolean; + apps?: boolean; + image?: RequestInitCfPropertiesImage; + minify?: RequestInitCfPropertiesImageMinify; + mirage?: boolean; + polish?: "lossy" | "lossless" | "off"; + r2?: RequestInitCfPropertiesR2; + /** + * Redirects the request to an alternate origin server. You can use this, + * for example, to implement load balancing across several origins. + * (e.g.us-east.example.com) + * + * Note - For security reasons, the hostname set in resolveOverride must + * be proxied on the same Cloudflare zone of the incoming request. + * Otherwise, the setting is ignored. CNAME hosts are allowed, so to + * resolve to a host under a different domain or a DNS only domain first + * declare a CNAME record within your own zone’s DNS mapping to the + * external hostname, set proxy on Cloudflare, then set resolveOverride + * to point to that CNAME record. + */ + resolveOverride?: string; +} +interface RequestInitCfPropertiesImageDraw extends BasicImageTransformations { + /** + * Absolute URL of the image file to use for the drawing. It can be any of + * the supported file formats. For drawing of watermarks or non-rectangular + * overlays we recommend using PNG or WebP images. + */ + url: string; + /** + * Floating-point number between 0 (transparent) and 1 (opaque). + * For example, opacity: 0.5 makes overlay semitransparent. + */ + opacity?: number; + /** + * - If set to true, the overlay image will be tiled to cover the entire + * area. This is useful for stock-photo-like watermarks. + * - If set to "x", the overlay image will be tiled horizontally only + * (form a line). + * - If set to "y", the overlay image will be tiled vertically only + * (form a line). + */ + repeat?: true | "x" | "y"; + /** + * Position of the overlay image relative to a given edge. Each property is + * an offset in pixels. 0 aligns exactly to the edge. For example, left: 10 + * positions left side of the overlay 10 pixels from the left edge of the + * image it's drawn over. bottom: 0 aligns bottom of the overlay with bottom + * of the background image. + * + * Setting both left & right, or both top & bottom is an error. + * + * If no position is specified, the image will be centered. + */ + top?: number; + left?: number; + bottom?: number; + right?: number; +} +interface RequestInitCfPropertiesImage extends BasicImageTransformations { + /** + * Device Pixel Ratio. Default 1. Multiplier for width/height that makes it + * easier to specify higher-DPI sizes in . + */ + dpr?: number; + /** + * Allows you to trim your image. Takes dpr into account and is performed before + * resizing or rotation. + * + * It can be used as: + * - left, top, right, bottom - it will specify the number of pixels to cut + * off each side + * - width, height - the width/height you'd like to end up with - can be used + * in combination with the properties above + * - border - this will automatically trim the surroundings of an image based on + * it's color. It consists of three properties: + * - color: rgb or hex representation of the color you wish to trim (todo: verify the rgba bit) + * - tolerance: difference from color to treat as color + * - keep: the number of pixels of border to keep + */ + trim?: "border" | { + top?: number; + bottom?: number; + left?: number; + right?: number; + width?: number; + height?: number; + border?: boolean | { + color?: string; + tolerance?: number; + keep?: number; + }; + }; + /** + * Quality setting from 1-100 (useful values are in 60-90 range). Lower values + * make images look worse, but load faster. The default is 85. It applies only + * to JPEG and WebP images. It doesn’t have any effect on PNG. + */ + quality?: number | "low" | "medium-low" | "medium-high" | "high"; + /** + * Output format to generate. It can be: + * - avif: generate images in AVIF format. + * - webp: generate images in Google WebP format. Set quality to 100 to get + * the WebP-lossless format. + * - json: instead of generating an image, outputs information about the + * image, in JSON format. The JSON object will contain image size + * (before and after resizing), source image’s MIME type, file size, etc. + * - jpeg: generate images in JPEG format. + * - png: generate images in PNG format. + */ + format?: "avif" | "webp" | "json" | "jpeg" | "png" | "baseline-jpeg" | "png-force" | "svg"; + /** + * Whether to preserve animation frames from input files. Default is true. + * Setting it to false reduces animations to still images. This setting is + * recommended when enlarging images or processing arbitrary user content, + * because large GIF animations can weigh tens or even hundreds of megabytes. + * It is also useful to set anim:false when using format:"json" to get the + * response quicker without the number of frames. + */ + anim?: boolean; + /** + * What EXIF data should be preserved in the output image. Note that EXIF + * rotation and embedded color profiles are always applied ("baked in" into + * the image), and aren't affected by this option. Note that if the Polish + * feature is enabled, all metadata may have been removed already and this + * option may have no effect. + * - keep: Preserve most of EXIF metadata, including GPS location if there's + * any. + * - copyright: Only keep the copyright tag, and discard everything else. + * This is the default behavior for JPEG files. + * - none: Discard all invisible EXIF metadata. Currently WebP and PNG + * output formats always discard metadata. + */ + metadata?: "keep" | "copyright" | "none"; + /** + * Strength of sharpening filter to apply to the image. Floating-point + * number between 0 (no sharpening, default) and 10 (maximum). 1.0 is a + * recommended value for downscaled images. + */ + sharpen?: number; + /** + * Radius of a blur filter (approximate gaussian). Maximum supported radius + * is 250. + */ + blur?: number; + /** + * Overlays are drawn in the order they appear in the array (last array + * entry is the topmost layer). + */ + draw?: RequestInitCfPropertiesImageDraw[]; + /** + * Fetching image from authenticated origin. Setting this property will + * pass authentication headers (Authorization, Cookie, etc.) through to + * the origin. + */ + "origin-auth"?: "share-publicly"; + /** + * Adds a border around the image. The border is added after resizing. Border + * width takes dpr into account, and can be specified either using a single + * width property, or individually for each side. + */ + border?: { + color: string; + width: number; + } | { + color: string; + top: number; + right: number; + bottom: number; + left: number; + }; + /** + * Increase brightness by a factor. A value of 1.0 equals no change, a value + * of 0.5 equals half brightness, and a value of 2.0 equals twice as bright. + * 0 is ignored. + */ + brightness?: number; + /** + * Increase contrast by a factor. A value of 1.0 equals no change, a value of + * 0.5 equals low contrast, and a value of 2.0 equals high contrast. 0 is + * ignored. + */ + contrast?: number; + /** + * Increase exposure by a factor. A value of 1.0 equals no change, a value of + * 0.5 darkens the image, and a value of 2.0 lightens the image. 0 is ignored. + */ + gamma?: number; + /** + * Increase contrast by a factor. A value of 1.0 equals no change, a value of + * 0.5 equals low contrast, and a value of 2.0 equals high contrast. 0 is + * ignored. + */ + saturation?: number; + /** + * Flips the images horizontally, vertically, or both. Flipping is applied before + * rotation, so if you apply flip=h,rotate=90 then the image will be flipped + * horizontally, then rotated by 90 degrees. + */ + flip?: 'h' | 'v' | 'hv'; + /** + * Slightly reduces latency on a cache miss by selecting a + * quickest-to-compress file format, at a cost of increased file size and + * lower image quality. It will usually override the format option and choose + * JPEG over WebP or AVIF. We do not recommend using this option, except in + * unusual circumstances like resizing uncacheable dynamically-generated + * images. + */ + compression?: "fast"; +} +interface RequestInitCfPropertiesImageMinify { + javascript?: boolean; + css?: boolean; + html?: boolean; +} +interface RequestInitCfPropertiesR2 { + /** + * Colo id of bucket that an object is stored in + */ + bucketColoId?: number; +} +/** + * Request metadata provided by Cloudflare's edge. + */ +type IncomingRequestCfProperties = IncomingRequestCfPropertiesBase & IncomingRequestCfPropertiesBotManagementEnterprise & IncomingRequestCfPropertiesCloudflareForSaaSEnterprise & IncomingRequestCfPropertiesGeographicInformation & IncomingRequestCfPropertiesCloudflareAccessOrApiShield; +interface IncomingRequestCfPropertiesBase extends Record { + /** + * [ASN](https://www.iana.org/assignments/as-numbers/as-numbers.xhtml) of the incoming request. + * + * @example 395747 + */ + asn?: number; + /** + * The organization which owns the ASN of the incoming request. + * + * @example "Google Cloud" + */ + asOrganization?: string; + /** + * The original value of the `Accept-Encoding` header if Cloudflare modified it. + * + * @example "gzip, deflate, br" + */ + clientAcceptEncoding?: string; + /** + * The number of milliseconds it took for the request to reach your worker. + * + * @example 22 + */ + clientTcpRtt?: number; + /** + * The three-letter [IATA](https://en.wikipedia.org/wiki/IATA_airport_code) + * airport code of the data center that the request hit. + * + * @example "DFW" + */ + colo: string; + /** + * Represents the upstream's response to a + * [TCP `keepalive` message](https://tldp.org/HOWTO/TCP-Keepalive-HOWTO/overview.html) + * from cloudflare. + * + * For workers with no upstream, this will always be `1`. + * + * @example 3 + */ + edgeRequestKeepAliveStatus: IncomingRequestCfPropertiesEdgeRequestKeepAliveStatus; + /** + * The HTTP Protocol the request used. + * + * @example "HTTP/2" + */ + httpProtocol: string; + /** + * The browser-requested prioritization information in the request object. + * + * If no information was set, defaults to the empty string `""` + * + * @example "weight=192;exclusive=0;group=3;group-weight=127" + * @default "" + */ + requestPriority: string; + /** + * The TLS version of the connection to Cloudflare. + * In requests served over plaintext (without TLS), this property is the empty string `""`. + * + * @example "TLSv1.3" + */ + tlsVersion: string; + /** + * The cipher for the connection to Cloudflare. + * In requests served over plaintext (without TLS), this property is the empty string `""`. + * + * @example "AEAD-AES128-GCM-SHA256" + */ + tlsCipher: string; + /** + * Metadata containing the [`HELLO`](https://www.rfc-editor.org/rfc/rfc5246#section-7.4.1.2) and [`FINISHED`](https://www.rfc-editor.org/rfc/rfc5246#section-7.4.9) messages from this request's TLS handshake. + * + * If the incoming request was served over plaintext (without TLS) this field is undefined. + */ + tlsExportedAuthenticator?: IncomingRequestCfPropertiesExportedAuthenticatorMetadata; +} +interface IncomingRequestCfPropertiesBotManagementBase { + /** + * Cloudflare’s [level of certainty](https://developers.cloudflare.com/bots/concepts/bot-score/) that a request comes from a bot, + * represented as an integer percentage between `1` (almost certainly a bot) and `99` (almost certainly human). + * + * @example 54 + */ + score: number; + /** + * A boolean value that is true if the request comes from a good bot, like Google or Bing. + * Most customers choose to allow this traffic. For more details, see [Traffic from known bots](https://developers.cloudflare.com/firewall/known-issues-and-faq/#how-does-firewall-rules-handle-traffic-from-known-bots). + */ + verifiedBot: boolean; + /** + * A boolean value that is true if the request originates from a + * Cloudflare-verified proxy service. + */ + corporateProxy: boolean; + /** + * A boolean value that's true if the request matches [file extensions](https://developers.cloudflare.com/bots/reference/static-resources/) for many types of static resources. + */ + staticResource: boolean; + /** + * List of IDs that correlate to the Bot Management heuristic detections made on a request (you can have multiple heuristic detections on the same request). + */ + detectionIds: number[]; +} +interface IncomingRequestCfPropertiesBotManagement { + /** + * Results of Cloudflare's Bot Management analysis + */ + botManagement: IncomingRequestCfPropertiesBotManagementBase; + /** + * Duplicate of `botManagement.score`. + * + * @deprecated + */ + clientTrustScore: number; +} +interface IncomingRequestCfPropertiesBotManagementEnterprise extends IncomingRequestCfPropertiesBotManagement { + /** + * Results of Cloudflare's Bot Management analysis + */ + botManagement: IncomingRequestCfPropertiesBotManagementBase & { + /** + * A [JA3 Fingerprint](https://developers.cloudflare.com/bots/concepts/ja3-fingerprint/) to help profile specific SSL/TLS clients + * across different destination IPs, Ports, and X509 certificates. + */ + ja3Hash: string; + }; +} +interface IncomingRequestCfPropertiesCloudflareForSaaSEnterprise { + /** + * Custom metadata set per-host in [Cloudflare for SaaS](https://developers.cloudflare.com/cloudflare-for-platforms/cloudflare-for-saas/). + * + * This field is only present if you have Cloudflare for SaaS enabled on your account + * and you have followed the [required steps to enable it]((https://developers.cloudflare.com/cloudflare-for-platforms/cloudflare-for-saas/domain-support/custom-metadata/)). + */ + hostMetadata?: HostMetadata; +} +interface IncomingRequestCfPropertiesCloudflareAccessOrApiShield { + /** + * Information about the client certificate presented to Cloudflare. + * + * This is populated when the incoming request is served over TLS using + * either Cloudflare Access or API Shield (mTLS) + * and the presented SSL certificate has a valid + * [Certificate Serial Number](https://ldapwiki.com/wiki/Certificate%20Serial%20Number) + * (i.e., not `null` or `""`). + * + * Otherwise, a set of placeholder values are used. + * + * The property `certPresented` will be set to `"1"` when + * the object is populated (i.e. the above conditions were met). + */ + tlsClientAuth: IncomingRequestCfPropertiesTLSClientAuth | IncomingRequestCfPropertiesTLSClientAuthPlaceholder; +} +/** + * Metadata about the request's TLS handshake + */ +interface IncomingRequestCfPropertiesExportedAuthenticatorMetadata { + /** + * The client's [`HELLO` message](https://www.rfc-editor.org/rfc/rfc5246#section-7.4.1.2), encoded in hexadecimal + * + * @example "44372ba35fa1270921d318f34c12f155dc87b682cf36a790cfaa3ba8737a1b5d" + */ + clientHandshake: string; + /** + * The server's [`HELLO` message](https://www.rfc-editor.org/rfc/rfc5246#section-7.4.1.2), encoded in hexadecimal + * + * @example "44372ba35fa1270921d318f34c12f155dc87b682cf36a790cfaa3ba8737a1b5d" + */ + serverHandshake: string; + /** + * The client's [`FINISHED` message](https://www.rfc-editor.org/rfc/rfc5246#section-7.4.9), encoded in hexadecimal + * + * @example "084ee802fe1348f688220e2a6040a05b2199a761f33cf753abb1b006792d3f8b" + */ + clientFinished: string; + /** + * The server's [`FINISHED` message](https://www.rfc-editor.org/rfc/rfc5246#section-7.4.9), encoded in hexadecimal + * + * @example "084ee802fe1348f688220e2a6040a05b2199a761f33cf753abb1b006792d3f8b" + */ + serverFinished: string; +} +/** + * Geographic data about the request's origin. + */ +interface IncomingRequestCfPropertiesGeographicInformation { + /** + * The [ISO 3166-1 Alpha 2](https://www.iso.org/iso-3166-country-codes.html) country code the request originated from. + * + * If your worker is [configured to accept TOR connections](https://support.cloudflare.com/hc/en-us/articles/203306930-Understanding-Cloudflare-Tor-support-and-Onion-Routing), this may also be `"T1"`, indicating a request that originated over TOR. + * + * If Cloudflare is unable to determine where the request originated this property is omitted. + * + * The country code `"T1"` is used for requests originating on TOR. + * + * @example "GB" + */ + country?: Iso3166Alpha2Code | "T1"; + /** + * If present, this property indicates that the request originated in the EU + * + * @example "1" + */ + isEUCountry?: "1"; + /** + * A two-letter code indicating the continent the request originated from. + * + * @example "AN" + */ + continent?: ContinentCode; + /** + * The city the request originated from + * + * @example "Austin" + */ + city?: string; + /** + * Postal code of the incoming request + * + * @example "78701" + */ + postalCode?: string; + /** + * Latitude of the incoming request + * + * @example "30.27130" + */ + latitude?: string; + /** + * Longitude of the incoming request + * + * @example "-97.74260" + */ + longitude?: string; + /** + * Timezone of the incoming request + * + * @example "America/Chicago" + */ + timezone?: string; + /** + * If known, the ISO 3166-2 name for the first level region associated with + * the IP address of the incoming request + * + * @example "Texas" + */ + region?: string; + /** + * If known, the ISO 3166-2 code for the first-level region associated with + * the IP address of the incoming request + * + * @example "TX" + */ + regionCode?: string; + /** + * Metro code (DMA) of the incoming request + * + * @example "635" + */ + metroCode?: string; +} +/** Data about the incoming request's TLS certificate */ +interface IncomingRequestCfPropertiesTLSClientAuth { + /** Always `"1"`, indicating that the certificate was presented */ + certPresented: "1"; + /** + * Result of certificate verification. + * + * @example "FAILED:self signed certificate" + */ + certVerified: Exclude; + /** The presented certificate's revokation status. + * + * - A value of `"1"` indicates the certificate has been revoked + * - A value of `"0"` indicates the certificate has not been revoked + */ + certRevoked: "1" | "0"; + /** + * The certificate issuer's [distinguished name](https://knowledge.digicert.com/generalinformation/INFO1745.html) + * + * @example "CN=cloudflareaccess.com, C=US, ST=Texas, L=Austin, O=Cloudflare" + */ + certIssuerDN: string; + /** + * The certificate subject's [distinguished name](https://knowledge.digicert.com/generalinformation/INFO1745.html) + * + * @example "CN=*.cloudflareaccess.com, C=US, ST=Texas, L=Austin, O=Cloudflare" + */ + certSubjectDN: string; + /** + * The certificate issuer's [distinguished name](https://knowledge.digicert.com/generalinformation/INFO1745.html) ([RFC 2253](https://www.rfc-editor.org/rfc/rfc2253.html) formatted) + * + * @example "CN=cloudflareaccess.com, C=US, ST=Texas, L=Austin, O=Cloudflare" + */ + certIssuerDNRFC2253: string; + /** + * The certificate subject's [distinguished name](https://knowledge.digicert.com/generalinformation/INFO1745.html) ([RFC 2253](https://www.rfc-editor.org/rfc/rfc2253.html) formatted) + * + * @example "CN=*.cloudflareaccess.com, C=US, ST=Texas, L=Austin, O=Cloudflare" + */ + certSubjectDNRFC2253: string; + /** The certificate issuer's distinguished name (legacy policies) */ + certIssuerDNLegacy: string; + /** The certificate subject's distinguished name (legacy policies) */ + certSubjectDNLegacy: string; + /** + * The certificate's serial number + * + * @example "00936EACBE07F201DF" + */ + certSerial: string; + /** + * The certificate issuer's serial number + * + * @example "2489002934BDFEA34" + */ + certIssuerSerial: string; + /** + * The certificate's Subject Key Identifier + * + * @example "BB:AF:7E:02:3D:FA:A6:F1:3C:84:8E:AD:EE:38:98:EC:D9:32:32:D4" + */ + certSKI: string; + /** + * The certificate issuer's Subject Key Identifier + * + * @example "BB:AF:7E:02:3D:FA:A6:F1:3C:84:8E:AD:EE:38:98:EC:D9:32:32:D4" + */ + certIssuerSKI: string; + /** + * The certificate's SHA-1 fingerprint + * + * @example "6b9109f323999e52259cda7373ff0b4d26bd232e" + */ + certFingerprintSHA1: string; + /** + * The certificate's SHA-256 fingerprint + * + * @example "acf77cf37b4156a2708e34c4eb755f9b5dbbe5ebb55adfec8f11493438d19e6ad3f157f81fa3b98278453d5652b0c1fd1d71e5695ae4d709803a4d3f39de9dea" + */ + certFingerprintSHA256: string; + /** + * The effective starting date of the certificate + * + * @example "Dec 22 19:39:00 2018 GMT" + */ + certNotBefore: string; + /** + * The effective expiration date of the certificate + * + * @example "Dec 22 19:39:00 2018 GMT" + */ + certNotAfter: string; +} +/** Placeholder values for TLS Client Authorization */ +interface IncomingRequestCfPropertiesTLSClientAuthPlaceholder { + certPresented: "0"; + certVerified: "NONE"; + certRevoked: "0"; + certIssuerDN: ""; + certSubjectDN: ""; + certIssuerDNRFC2253: ""; + certSubjectDNRFC2253: ""; + certIssuerDNLegacy: ""; + certSubjectDNLegacy: ""; + certSerial: ""; + certIssuerSerial: ""; + certSKI: ""; + certIssuerSKI: ""; + certFingerprintSHA1: ""; + certFingerprintSHA256: ""; + certNotBefore: ""; + certNotAfter: ""; +} +/** Possible outcomes of TLS verification */ +declare type CertVerificationStatus = +/** Authentication succeeded */ +"SUCCESS" +/** No certificate was presented */ + | "NONE" +/** Failed because the certificate was self-signed */ + | "FAILED:self signed certificate" +/** Failed because the certificate failed a trust chain check */ + | "FAILED:unable to verify the first certificate" +/** Failed because the certificate not yet valid */ + | "FAILED:certificate is not yet valid" +/** Failed because the certificate is expired */ + | "FAILED:certificate has expired" +/** Failed for another unspecified reason */ + | "FAILED"; +/** + * An upstream endpoint's response to a TCP `keepalive` message from Cloudflare. + */ +declare type IncomingRequestCfPropertiesEdgeRequestKeepAliveStatus = 0 /** Unknown */ | 1 /** no keepalives (not found) */ | 2 /** no connection re-use, opening keepalive connection failed */ | 3 /** no connection re-use, keepalive accepted and saved */ | 4 /** connection re-use, refused by the origin server (`TCP FIN`) */ | 5; /** connection re-use, accepted by the origin server */ +/** ISO 3166-1 Alpha-2 codes */ +declare type Iso3166Alpha2Code = "AD" | "AE" | "AF" | "AG" | "AI" | "AL" | "AM" | "AO" | "AQ" | "AR" | "AS" | "AT" | "AU" | "AW" | "AX" | "AZ" | "BA" | "BB" | "BD" | "BE" | "BF" | "BG" | "BH" | "BI" | "BJ" | "BL" | "BM" | "BN" | "BO" | "BQ" | "BR" | "BS" | "BT" | "BV" | "BW" | "BY" | "BZ" | "CA" | "CC" | "CD" | "CF" | "CG" | "CH" | "CI" | "CK" | "CL" | "CM" | "CN" | "CO" | "CR" | "CU" | "CV" | "CW" | "CX" | "CY" | "CZ" | "DE" | "DJ" | "DK" | "DM" | "DO" | "DZ" | "EC" | "EE" | "EG" | "EH" | "ER" | "ES" | "ET" | "FI" | "FJ" | "FK" | "FM" | "FO" | "FR" | "GA" | "GB" | "GD" | "GE" | "GF" | "GG" | "GH" | "GI" | "GL" | "GM" | "GN" | "GP" | "GQ" | "GR" | "GS" | "GT" | "GU" | "GW" | "GY" | "HK" | "HM" | "HN" | "HR" | "HT" | "HU" | "ID" | "IE" | "IL" | "IM" | "IN" | "IO" | "IQ" | "IR" | "IS" | "IT" | "JE" | "JM" | "JO" | "JP" | "KE" | "KG" | "KH" | "KI" | "KM" | "KN" | "KP" | "KR" | "KW" | "KY" | "KZ" | "LA" | "LB" | "LC" | "LI" | "LK" | "LR" | "LS" | "LT" | "LU" | "LV" | "LY" | "MA" | "MC" | "MD" | "ME" | "MF" | "MG" | "MH" | "MK" | "ML" | "MM" | "MN" | "MO" | "MP" | "MQ" | "MR" | "MS" | "MT" | "MU" | "MV" | "MW" | "MX" | "MY" | "MZ" | "NA" | "NC" | "NE" | "NF" | "NG" | "NI" | "NL" | "NO" | "NP" | "NR" | "NU" | "NZ" | "OM" | "PA" | "PE" | "PF" | "PG" | "PH" | "PK" | "PL" | "PM" | "PN" | "PR" | "PS" | "PT" | "PW" | "PY" | "QA" | "RE" | "RO" | "RS" | "RU" | "RW" | "SA" | "SB" | "SC" | "SD" | "SE" | "SG" | "SH" | "SI" | "SJ" | "SK" | "SL" | "SM" | "SN" | "SO" | "SR" | "SS" | "ST" | "SV" | "SX" | "SY" | "SZ" | "TC" | "TD" | "TF" | "TG" | "TH" | "TJ" | "TK" | "TL" | "TM" | "TN" | "TO" | "TR" | "TT" | "TV" | "TW" | "TZ" | "UA" | "UG" | "UM" | "US" | "UY" | "UZ" | "VA" | "VC" | "VE" | "VG" | "VI" | "VN" | "VU" | "WF" | "WS" | "YE" | "YT" | "ZA" | "ZM" | "ZW"; +/** The 2-letter continent codes Cloudflare uses */ +declare type ContinentCode = "AF" | "AN" | "AS" | "EU" | "NA" | "OC" | "SA"; +type CfProperties = IncomingRequestCfProperties | RequestInitCfProperties; +interface D1Meta { + duration: number; + size_after: number; + rows_read: number; + rows_written: number; + last_row_id: number; + changed_db: boolean; + changes: number; + /** + * The region of the database instance that executed the query. + */ + served_by_region?: string; + /** + * The three letters airport code of the colo that executed the query. + */ + served_by_colo?: string; + /** + * True if-and-only-if the database instance that executed the query was the primary. + */ + served_by_primary?: boolean; + timings?: { + /** + * The duration of the SQL query execution by the database instance. It doesn't include any network time. + */ + sql_duration_ms: number; + }; + /** + * Number of total attempts to execute the query, due to automatic retries. + * Note: All other fields in the response like `timings` only apply to the last attempt. + */ + total_attempts?: number; +} +interface D1Response { + success: true; + meta: D1Meta & Record; + error?: never; +} +type D1Result = D1Response & { + results: T[]; +}; +interface D1ExecResult { + count: number; + duration: number; +} +type D1SessionConstraint = +// Indicates that the first query should go to the primary, and the rest queries +// using the same D1DatabaseSession will go to any replica that is consistent with +// the bookmark maintained by the session (returned by the first query). +'first-primary' +// Indicates that the first query can go anywhere (primary or replica), and the rest queries +// using the same D1DatabaseSession will go to any replica that is consistent with +// the bookmark maintained by the session (returned by the first query). + | 'first-unconstrained'; +type D1SessionBookmark = string; +declare abstract class D1Database { + prepare(query: string): D1PreparedStatement; + batch(statements: D1PreparedStatement[]): Promise[]>; + exec(query: string): Promise; + /** + * Creates a new D1 Session anchored at the given constraint or the bookmark. + * All queries executed using the created session will have sequential consistency, + * meaning that all writes done through the session will be visible in subsequent reads. + * + * @param constraintOrBookmark Either the session constraint or the explicit bookmark to anchor the created session. + */ + withSession(constraintOrBookmark?: D1SessionBookmark | D1SessionConstraint): D1DatabaseSession; + /** + * @deprecated dump() will be removed soon, only applies to deprecated alpha v1 databases. + */ + dump(): Promise; +} +declare abstract class D1DatabaseSession { + prepare(query: string): D1PreparedStatement; + batch(statements: D1PreparedStatement[]): Promise[]>; + /** + * @returns The latest session bookmark across all executed queries on the session. + * If no query has been executed yet, `null` is returned. + */ + getBookmark(): D1SessionBookmark | null; +} +declare abstract class D1PreparedStatement { + bind(...values: unknown[]): D1PreparedStatement; + first(colName: string): Promise; + first>(): Promise; + run>(): Promise>; + all>(): Promise>; + raw(options: { + columnNames: true; + }): Promise<[ + string[], + ...T[] + ]>; + raw(options?: { + columnNames?: false; + }): Promise; +} +// `Disposable` was added to TypeScript's standard lib types in version 5.2. +// To support older TypeScript versions, define an empty `Disposable` interface. +// Users won't be able to use `using`/`Symbol.dispose` without upgrading to 5.2, +// but this will ensure type checking on older versions still passes. +// TypeScript's interface merging will ensure our empty interface is effectively +// ignored when `Disposable` is included in the standard lib. +interface Disposable { +} +/** + * The returned data after sending an email + */ +interface EmailSendResult { + /** + * The Email Message ID + */ + messageId: string; +} +/** + * An email message that can be sent from a Worker. + */ +interface EmailMessage { + /** + * Envelope From attribute of the email message. + */ + readonly from: string; + /** + * Envelope To attribute of the email message. + */ + readonly to: string; +} +/** + * An email message that is sent to a consumer Worker and can be rejected/forwarded. + */ +interface ForwardableEmailMessage extends EmailMessage { + /** + * Stream of the email message content. + */ + readonly raw: ReadableStream; + /** + * An [Headers object](https://developer.mozilla.org/en-US/docs/Web/API/Headers). + */ + readonly headers: Headers; + /** + * Size of the email message content. + */ + readonly rawSize: number; + /** + * Reject this email message by returning a permanent SMTP error back to the connecting client including the given reason. + * @param reason The reject reason. + * @returns void + */ + setReject(reason: string): void; + /** + * Forward this email message to a verified destination address of the account. + * @param rcptTo Verified destination address. + * @param headers A [Headers object](https://developer.mozilla.org/en-US/docs/Web/API/Headers). + * @returns A promise that resolves when the email message is forwarded. + */ + forward(rcptTo: string, headers?: Headers): Promise; + /** + * Reply to the sender of this email message with a new EmailMessage object. + * @param message The reply message. + * @returns A promise that resolves when the email message is replied. + */ + reply(message: EmailMessage): Promise; +} +/** A file attachment for an email message */ +type EmailAttachment = { + disposition: 'inline'; + contentId: string; + filename: string; + type: string; + content: string | ArrayBuffer | ArrayBufferView; +} | { + disposition: 'attachment'; + contentId?: undefined; + filename: string; + type: string; + content: string | ArrayBuffer | ArrayBufferView; +}; +/** An Email Address */ +interface EmailAddress { + name: string; + email: string; +} +/** + * A binding that allows a Worker to send email messages. + */ +interface SendEmail { + send(message: EmailMessage): Promise; + send(builder: { + from: string | EmailAddress; + to: string | string[]; + subject: string; + replyTo?: string | EmailAddress; + cc?: string | string[]; + bcc?: string | string[]; + headers?: Record; + text?: string; + html?: string; + attachments?: EmailAttachment[]; + }): Promise; +} +declare abstract class EmailEvent extends ExtendableEvent { + readonly message: ForwardableEmailMessage; +} +declare type EmailExportedHandler = (message: ForwardableEmailMessage, env: Env, ctx: ExecutionContext) => void | Promise; +declare module "cloudflare:email" { + let _EmailMessage: { + prototype: EmailMessage; + new (from: string, to: string, raw: ReadableStream | string): EmailMessage; + }; + export { _EmailMessage as EmailMessage }; +} +/** + * Evaluation context for targeting rules. + * Keys are attribute names (e.g. "userId", "country"), values are the attribute values. + */ +type FlagshipEvaluationContext = Record; +interface FlagshipEvaluationDetails { + flagKey: string; + value: T; + variant?: string | undefined; + reason?: string | undefined; + errorCode?: string | undefined; + errorMessage?: string | undefined; +} +interface FlagshipEvaluationError extends Error { +} +/** + * Feature flags binding for evaluating feature flags from a Cloudflare Workers script. + * + * @example + * ```typescript + * // Get a boolean flag value with a default + * const enabled = await env.FLAGS.getBooleanValue('my-feature', false); + * + * // Get a flag value with evaluation context for targeting + * const variant = await env.FLAGS.getStringValue('experiment', 'control', { + * userId: 'user-123', + * country: 'US', + * }); + * + * // Get full evaluation details including variant and reason + * const details = await env.FLAGS.getBooleanDetails('my-feature', false); + * console.log(details.variant, details.reason); + * ``` + */ +declare abstract class Flagship { + /** + * Get a flag value without type checking. + * @param flagKey The key of the flag to evaluate. + * @param defaultValue Optional default value returned when evaluation fails. + * @param context Optional evaluation context for targeting rules. + */ + get(flagKey: string, defaultValue?: unknown, context?: FlagshipEvaluationContext): Promise; + /** + * Get a boolean flag value. + * @param flagKey The key of the flag to evaluate. + * @param defaultValue Default value returned when evaluation fails or the flag type does not match. + * @param context Optional evaluation context for targeting rules. + */ + getBooleanValue(flagKey: string, defaultValue: boolean, context?: FlagshipEvaluationContext): Promise; + /** + * Get a string flag value. + * @param flagKey The key of the flag to evaluate. + * @param defaultValue Default value returned when evaluation fails or the flag type does not match. + * @param context Optional evaluation context for targeting rules. + */ + getStringValue(flagKey: string, defaultValue: string, context?: FlagshipEvaluationContext): Promise; + /** + * Get a number flag value. + * @param flagKey The key of the flag to evaluate. + * @param defaultValue Default value returned when evaluation fails or the flag type does not match. + * @param context Optional evaluation context for targeting rules. + */ + getNumberValue(flagKey: string, defaultValue: number, context?: FlagshipEvaluationContext): Promise; + /** + * Get an object flag value. + * @param flagKey The key of the flag to evaluate. + * @param defaultValue Default value returned when evaluation fails or the flag type does not match. + * @param context Optional evaluation context for targeting rules. + */ + getObjectValue(flagKey: string, defaultValue: T, context?: FlagshipEvaluationContext): Promise; + /** + * Get a boolean flag value with full evaluation details. + * @param flagKey The key of the flag to evaluate. + * @param defaultValue Default value returned when evaluation fails or the flag type does not match. + * @param context Optional evaluation context for targeting rules. + */ + getBooleanDetails(flagKey: string, defaultValue: boolean, context?: FlagshipEvaluationContext): Promise>; + /** + * Get a string flag value with full evaluation details. + * @param flagKey The key of the flag to evaluate. + * @param defaultValue Default value returned when evaluation fails or the flag type does not match. + * @param context Optional evaluation context for targeting rules. + */ + getStringDetails(flagKey: string, defaultValue: string, context?: FlagshipEvaluationContext): Promise>; + /** + * Get a number flag value with full evaluation details. + * @param flagKey The key of the flag to evaluate. + * @param defaultValue Default value returned when evaluation fails or the flag type does not match. + * @param context Optional evaluation context for targeting rules. + */ + getNumberDetails(flagKey: string, defaultValue: number, context?: FlagshipEvaluationContext): Promise>; + /** + * Get an object flag value with full evaluation details. + * @param flagKey The key of the flag to evaluate. + * @param defaultValue Default value returned when evaluation fails or the flag type does not match. + * @param context Optional evaluation context for targeting rules. + */ + getObjectDetails(flagKey: string, defaultValue: T, context?: FlagshipEvaluationContext): Promise>; +} +/** + * Hello World binding to serve as an explanatory example. DO NOT USE + */ +interface HelloWorldBinding { + /** + * Retrieve the current stored value + */ + get(): Promise<{ + value: string; + ms?: number; + }>; + /** + * Set a new stored value + */ + set(value: string): Promise; +} +interface Hyperdrive { + /** + * Connect directly to Hyperdrive as if it's your database, returning a TCP socket. + * + * Calling this method returns an identical socket to if you call + * `connect("host:port")` using the `host` and `port` fields from this object. + * Pick whichever approach works better with your preferred DB client library. + * + * Note that this socket is not yet authenticated -- it's expected that your + * code (or preferably, the client library of your choice) will authenticate + * using the information in this class's readonly fields. + */ + connect(): Socket; + /** + * A valid DB connection string that can be passed straight into the typical + * client library/driver/ORM. This will typically be the easiest way to use + * Hyperdrive. + */ + readonly connectionString: string; + /* + * A randomly generated hostname that is only valid within the context of the + * currently running Worker which, when passed into `connect()` function from + * the "cloudflare:sockets" module, will connect to the Hyperdrive instance + * for your database. + */ + readonly host: string; + /* + * The port that must be paired the the host field when connecting. + */ + readonly port: number; + /* + * The username to use when authenticating to your database via Hyperdrive. + * Unlike the host and password, this will be the same every time + */ + readonly user: string; + /* + * The randomly generated password to use when authenticating to your + * database via Hyperdrive. Like the host field, this password is only valid + * within the context of the currently running Worker instance from which + * it's read. + */ + readonly password: string; + /* + * The name of the database to connect to. + */ + readonly database: string; +} +// Copyright (c) 2024 Cloudflare, Inc. +// Licensed under the Apache 2.0 license found in the LICENSE file or at: +// https://opensource.org/licenses/Apache-2.0 +type ImageInfoResponse = { + format: 'image/svg+xml'; +} | { + format: string; + fileSize: number; + width: number; + height: number; +}; +type ImageTransform = { + width?: number; + height?: number; + background?: string; + blur?: number; + border?: { + color?: string; + width?: number; + } | { + top?: number; + bottom?: number; + left?: number; + right?: number; + }; + brightness?: number; + contrast?: number; + fit?: 'scale-down' | 'contain' | 'pad' | 'squeeze' | 'cover' | 'crop'; + flip?: 'h' | 'v' | 'hv'; + gamma?: number; + segment?: 'foreground'; + gravity?: 'face' | 'left' | 'right' | 'top' | 'bottom' | 'center' | 'auto' | 'entropy' | { + x?: number; + y?: number; + mode: 'remainder' | 'box-center'; + }; + rotate?: 0 | 90 | 180 | 270; + saturation?: number; + sharpen?: number; + trim?: 'border' | { + top?: number; + bottom?: number; + left?: number; + right?: number; + width?: number; + height?: number; + border?: boolean | { + color?: string; + tolerance?: number; + keep?: number; + }; + }; +}; +type ImageDrawOptions = { + opacity?: number; + repeat?: boolean | string; + top?: number; + left?: number; + bottom?: number; + right?: number; +}; +type ImageInputOptions = { + encoding?: 'base64'; +}; +type ImageOutputOptions = { + format: 'image/jpeg' | 'image/png' | 'image/gif' | 'image/webp' | 'image/avif' | 'rgb' | 'rgba'; + quality?: number; + background?: string; + anim?: boolean; +}; +interface ImageMetadata { + id: string; + filename?: string; + uploaded?: string; + requireSignedURLs: boolean; + meta?: Record; + variants: string[]; + draft?: boolean; + creator?: string; +} +interface ImageUploadOptions { + id?: string; + filename?: string; + requireSignedURLs?: boolean; + metadata?: Record; + creator?: string; + encoding?: 'base64'; +} +interface ImageUpdateOptions { + requireSignedURLs?: boolean; + metadata?: Record; + creator?: string; +} +interface ImageListOptions { + limit?: number; + cursor?: string; + sortOrder?: 'asc' | 'desc'; + creator?: string; +} +interface ImageList { + images: ImageMetadata[]; + cursor?: string; + listComplete: boolean; +} +interface ImageHandle { + /** + * Get metadata for a hosted image + * @returns Image metadata, or null if not found + */ + details(): Promise; + /** + * Get the raw image data for a hosted image + * @returns ReadableStream of image bytes, or null if not found + */ + bytes(): Promise | null>; + /** + * Update hosted image metadata + * @param options Properties to update + * @returns Updated image metadata + * @throws {@link ImagesError} if update fails + */ + update(options: ImageUpdateOptions): Promise; + /** + * Delete a hosted image + * @returns True if deleted, false if not found + */ + delete(): Promise; +} +interface HostedImagesBinding { + /** + * Get a handle for a hosted image + * @param imageId The ID of the image (UUID or custom ID) + * @returns A handle for per-image operations + */ + image(imageId: string): ImageHandle; + /** + * Upload a new hosted image + * @param image The image file to upload + * @param options Upload configuration + * @returns Metadata for the uploaded image + * @throws {@link ImagesError} if upload fails + */ + upload(image: ReadableStream | ArrayBuffer, options?: ImageUploadOptions): Promise; + /** + * List hosted images with pagination + * @param options List configuration + * @returns List of images with pagination info + * @throws {@link ImagesError} if list fails + */ + list(options?: ImageListOptions): Promise; +} +interface ImagesBinding { + /** + * Get image metadata (type, width and height) + * @throws {@link ImagesError} with code 9412 if input is not an image + * @param stream The image bytes + */ + info(stream: ReadableStream, options?: ImageInputOptions): Promise; + /** + * Begin applying a series of transformations to an image + * @param stream The image bytes + * @returns A transform handle + */ + input(stream: ReadableStream, options?: ImageInputOptions): ImageTransformer; + /** + * Access hosted images CRUD operations + */ + readonly hosted: HostedImagesBinding; +} +interface ImageTransformer { + /** + * Apply transform next, returning a transform handle. + * You can then apply more transformations, draw, or retrieve the output. + * @param transform + */ + transform(transform: ImageTransform): ImageTransformer; + /** + * Draw an image on this transformer, returning a transform handle. + * You can then apply more transformations, draw, or retrieve the output. + * @param image The image (or transformer that will give the image) to draw + * @param options The options configuring how to draw the image + */ + draw(image: ReadableStream | ImageTransformer, options?: ImageDrawOptions): ImageTransformer; + /** + * Retrieve the image that results from applying the transforms to the + * provided input + * @param options Options that apply to the output e.g. output format + */ + output(options: ImageOutputOptions): Promise; +} +type ImageTransformationOutputOptions = { + encoding?: 'base64'; +}; +interface ImageTransformationResult { + /** + * The image as a response, ready to store in cache or return to users + */ + response(): Response; + /** + * The content type of the returned image + */ + contentType(): string; + /** + * The bytes of the response + */ + image(options?: ImageTransformationOutputOptions): ReadableStream; +} +interface ImagesError extends Error { + readonly code: number; + readonly message: string; + readonly stack?: string; +} +/** + * Media binding for transforming media streams. + * Provides the entry point for media transformation operations. + */ +interface MediaBinding { + /** + * Creates a media transformer from an input stream. + * @param media - The input media bytes + * @returns A MediaTransformer instance for applying transformations + */ + input(media: ReadableStream): MediaTransformer; +} +/** + * Media transformer for applying transformation operations to media content. + * Handles sizing, fitting, and other input transformation parameters. + */ +interface MediaTransformer { + /** + * Applies transformation options to the media content. + * @param transform - Configuration for how the media should be transformed + * @returns A generator for producing the transformed media output + */ + transform(transform?: MediaTransformationInputOptions): MediaTransformationGenerator; + /** + * Generates the final media output with specified options. + * @param output - Configuration for the output format and parameters + * @returns The final transformation result containing the transformed media + */ + output(output?: MediaTransformationOutputOptions): MediaTransformationResult; +} +/** + * Generator for producing media transformation results. + * Configures the output format and parameters for the transformed media. + */ +interface MediaTransformationGenerator { + /** + * Generates the final media output with specified options. + * @param output - Configuration for the output format and parameters + * @returns The final transformation result containing the transformed media + */ + output(output?: MediaTransformationOutputOptions): MediaTransformationResult; +} +/** + * Result of a media transformation operation. + * Provides multiple ways to access the transformed media content. + */ +interface MediaTransformationResult { + /** + * Returns the transformed media as a readable stream of bytes. + * @returns A promise containing a readable stream with the transformed media + */ + media(): Promise>; + /** + * Returns the transformed media as an HTTP response object. + * @returns The transformed media as a Promise, ready to store in cache or return to users + */ + response(): Promise; + /** + * Returns the MIME type of the transformed media. + * @returns A promise containing the content type string (e.g., 'image/jpeg', 'video/mp4') + */ + contentType(): Promise; +} +/** + * Configuration options for transforming media input. + * Controls how the media should be resized and fitted. + */ +type MediaTransformationInputOptions = { + /** How the media should be resized to fit the specified dimensions */ + fit?: 'contain' | 'cover' | 'scale-down'; + /** Target width in pixels */ + width?: number; + /** Target height in pixels */ + height?: number; +}; +/** + * Configuration options for Media Transformations output. + * Controls the format, timing, and type of the generated output. + */ +type MediaTransformationOutputOptions = { + /** + * Output mode determining the type of media to generate + */ + mode?: 'video' | 'spritesheet' | 'frame' | 'audio'; + /** Whether to include audio in the output */ + audio?: boolean; + /** + * Starting timestamp for frame extraction or start time for clips. (e.g. '2s'). + */ + time?: string; + /** + * Duration for video clips, audio extraction, and spritesheet generation (e.g. '5s'). + */ + duration?: string; + /** + * Number of frames in the spritesheet. + */ + imageCount?: number; + /** + * Output format for the generated media. + */ + format?: 'jpg' | 'png' | 'm4a'; +}; +/** + * Error object for media transformation operations. + * Extends the standard Error interface with additional media-specific information. + */ +interface MediaError extends Error { + readonly code: number; + readonly message: string; + readonly stack?: string; +} +declare module 'cloudflare:node' { + interface NodeStyleServer { + listen(...args: unknown[]): this; + address(): { + port?: number | null | undefined; + }; + } + export function httpServerHandler(port: number): ExportedHandler; + export function httpServerHandler(options: { + port: number; + }): ExportedHandler; + export function httpServerHandler(server: NodeStyleServer): ExportedHandler; +} +type Params

= Record; +type EventContext = { + request: Request>; + functionPath: string; + waitUntil: (promise: Promise) => void; + passThroughOnException: () => void; + next: (input?: Request | string, init?: RequestInit) => Promise; + env: Env & { + ASSETS: { + fetch: typeof fetch; + }; + }; + params: Params

; + data: Data; +}; +type PagesFunction = Record> = (context: EventContext) => Response | Promise; +type EventPluginContext = { + request: Request>; + functionPath: string; + waitUntil: (promise: Promise) => void; + passThroughOnException: () => void; + next: (input?: Request | string, init?: RequestInit) => Promise; + env: Env & { + ASSETS: { + fetch: typeof fetch; + }; + }; + params: Params

; + data: Data; + pluginArgs: PluginArgs; +}; +type PagesPluginFunction = Record, PluginArgs = unknown> = (context: EventPluginContext) => Response | Promise; +declare module "assets:*" { + export const onRequest: PagesFunction; +} +// Copyright (c) 2022-2023 Cloudflare, Inc. +// Licensed under the Apache 2.0 license found in the LICENSE file or at: +// https://opensource.org/licenses/Apache-2.0 +declare module "cloudflare:pipelines" { + export abstract class PipelineTransformationEntrypoint { + protected env: Env; + protected ctx: ExecutionContext; + constructor(ctx: ExecutionContext, env: Env); + /** + * run receives an array of PipelineRecord which can be + * transformed and returned to the pipeline + * @param records Incoming records from the pipeline to be transformed + * @param metadata Information about the specific pipeline calling the transformation entrypoint + * @returns A promise containing the transformed PipelineRecord array + */ + public run(records: I[], metadata: PipelineBatchMetadata): Promise; + } + export type PipelineRecord = Record; + export type PipelineBatchMetadata = { + pipelineId: string; + pipelineName: string; + }; + export interface Pipeline { + /** + * The Pipeline interface represents the type of a binding to a Pipeline + * + * @param records The records to send to the pipeline + */ + send(records: T[]): Promise; + } +} +// PubSubMessage represents an incoming PubSub message. +// The message includes metadata about the broker, the client, and the payload +// itself. +// https://developers.cloudflare.com/pub-sub/ +interface PubSubMessage { + // Message ID + readonly mid: number; + // MQTT broker FQDN in the form mqtts://BROKER.NAMESPACE.cloudflarepubsub.com:PORT + readonly broker: string; + // The MQTT topic the message was sent on. + readonly topic: string; + // The client ID of the client that published this message. + readonly clientId: string; + // The unique identifier (JWT ID) used by the client to authenticate, if token + // auth was used. + readonly jti?: string; + // A Unix timestamp (seconds from Jan 1, 1970), set when the Pub/Sub Broker + // received the message from the client. + readonly receivedAt: number; + // An (optional) string with the MIME type of the payload, if set by the + // client. + readonly contentType: string; + // Set to 1 when the payload is a UTF-8 string + // https://docs.oasis-open.org/mqtt/mqtt/v5.0/os/mqtt-v5.0-os.html#_Toc3901063 + readonly payloadFormatIndicator: number; + // Pub/Sub (MQTT) payloads can be UTF-8 strings, or byte arrays. + // You can use payloadFormatIndicator to inspect this before decoding. + payload: string | Uint8Array; +} +// JsonWebKey extended by kid parameter +interface JsonWebKeyWithKid extends JsonWebKey { + // Key Identifier of the JWK + readonly kid: string; +} +interface RateLimitOptions { + key: string; +} +interface RateLimitOutcome { + success: boolean; +} +interface RateLimit { + /** + * Rate limit a request based on the provided options. + * @see https://developers.cloudflare.com/workers/runtime-apis/bindings/rate-limit/ + * @returns A promise that resolves with the outcome of the rate limit. + */ + limit(options: RateLimitOptions): Promise; +} +// Namespace for RPC utility types. Unfortunately, we can't use a `module` here as these types need +// to referenced by `Fetcher`. This is included in the "importable" version of the types which +// strips all `module` blocks. +declare namespace Rpc { + // Branded types for identifying `WorkerEntrypoint`/`DurableObject`/`Target`s. + // TypeScript uses *structural* typing meaning anything with the same shape as type `T` is a `T`. + // For the classes exported by `cloudflare:workers` we want *nominal* typing (i.e. we only want to + // accept `WorkerEntrypoint` from `cloudflare:workers`, not any other class with the same shape) + export const __RPC_STUB_BRAND: '__RPC_STUB_BRAND'; + export const __RPC_TARGET_BRAND: '__RPC_TARGET_BRAND'; + export const __WORKER_ENTRYPOINT_BRAND: '__WORKER_ENTRYPOINT_BRAND'; + export const __DURABLE_OBJECT_BRAND: '__DURABLE_OBJECT_BRAND'; + export const __WORKFLOW_ENTRYPOINT_BRAND: '__WORKFLOW_ENTRYPOINT_BRAND'; + export interface RpcTargetBranded { + [__RPC_TARGET_BRAND]: never; + } + export interface WorkerEntrypointBranded { + [__WORKER_ENTRYPOINT_BRAND]: never; + } + export interface DurableObjectBranded { + [__DURABLE_OBJECT_BRAND]: never; + } + export interface WorkflowEntrypointBranded { + [__WORKFLOW_ENTRYPOINT_BRAND]: never; + } + export type EntrypointBranded = WorkerEntrypointBranded | DurableObjectBranded | WorkflowEntrypointBranded; + // Types that can be used through `Stub`s + export type Stubable = RpcTargetBranded | ((...args: any[]) => any); + // Types that can be passed over RPC + // The reason for using a generic type here is to build a serializable subset of structured + // cloneable composite types. This allows types defined with the "interface" keyword to pass the + // serializable check as well. Otherwise, only types defined with the "type" keyword would pass. + type Serializable = + // Structured cloneables + BaseType + // Structured cloneable composites + | Map ? Serializable : never, T extends Map ? Serializable : never> | Set ? Serializable : never> | ReadonlyArray ? Serializable : never> | { + [K in keyof T]: K extends number | string ? Serializable : never; + } + // Special types + | Stub + // Serialized as stubs, see `Stubify` + | Stubable; + // Base type for all RPC stubs, including common memory management methods. + // `T` is used as a marker type for unwrapping `Stub`s later. + interface StubBase extends Disposable { + [__RPC_STUB_BRAND]: T; + dup(): this; + } + export type Stub = Provider & StubBase; + // This represents all the types that can be sent as-is over an RPC boundary + type BaseType = void | undefined | null | boolean | number | bigint | string | TypedArray | ArrayBuffer | DataView | Date | Error | RegExp | ReadableStream | WritableStream | Request | Response | Headers; + // Recursively rewrite all `Stubable` types with `Stub`s + // prettier-ignore + type Stubify = T extends Stubable ? Stub : T extends Map ? Map, Stubify> : T extends Set ? Set> : T extends Array ? Array> : T extends ReadonlyArray ? ReadonlyArray> : T extends BaseType ? T : T extends { + [key: string | number]: any; + } ? { + [K in keyof T]: Stubify; + } : T; + // Recursively rewrite all `Stub`s with the corresponding `T`s. + // Note we use `StubBase` instead of `Stub` here to avoid circular dependencies: + // `Stub` depends on `Provider`, which depends on `Unstubify`, which would depend on `Stub`. + // prettier-ignore + type Unstubify = T extends StubBase ? V : T extends Map ? Map, Unstubify> : T extends Set ? Set> : T extends Array ? Array> : T extends ReadonlyArray ? ReadonlyArray> : T extends BaseType ? T : T extends { + [key: string | number]: unknown; + } ? { + [K in keyof T]: Unstubify; + } : T; + type UnstubifyAll = { + [I in keyof A]: Unstubify; + }; + // Utility type for adding `Provider`/`Disposable`s to `object` types only. + // Note `unknown & T` is equivalent to `T`. + type MaybeProvider = T extends object ? Provider : unknown; + type MaybeDisposable = T extends object ? Disposable : unknown; + // Type for method return or property on an RPC interface. + // - Stubable types are replaced by stubs. + // - Serializable types are passed by value, with stubable types replaced by stubs + // and a top-level `Disposer`. + // Everything else can't be passed over PRC. + // Technically, we use custom thenables here, but they quack like `Promise`s. + // Intersecting with `(Maybe)Provider` allows pipelining. + // prettier-ignore + type Result = R extends Stubable ? Promise> & Provider : R extends Serializable ? Promise & MaybeDisposable> & MaybeProvider : never; + // Type for method or property on an RPC interface. + // For methods, unwrap `Stub`s in parameters, and rewrite returns to be `Result`s. + // Unwrapping `Stub`s allows calling with `Stubable` arguments. + // For properties, rewrite types to be `Result`s. + // In each case, unwrap `Promise`s. + type MethodOrProperty = V extends (...args: infer P) => infer R ? (...args: UnstubifyAll

) => Result> : Result>; + // Type for the callable part of an `Provider` if `T` is callable. + // This is intersected with methods/properties. + type MaybeCallableProvider = T extends (...args: any[]) => any ? MethodOrProperty : unknown; + // Base type for all other types providing RPC-like interfaces. + // Rewrites all methods/properties to be `MethodOrProperty`s, while preserving callable types. + // `Reserved` names (e.g. stub method names like `dup()`) and symbols can't be accessed over RPC. + export type Provider = MaybeCallableProvider & Pick<{ + [K in keyof T]: MethodOrProperty; + }, Exclude>>; +} +declare namespace Cloudflare { + // Type of `env`. + // + // The specific project can extend `Env` by redeclaring it in project-specific files. Typescript + // will merge all declarations. + // + // You can use `wrangler types` to generate the `Env` type automatically. + interface Env { + } + // Project-specific parameters used to inform types. + // + // This interface is, again, intended to be declared in project-specific files, and then that + // declaration will be merged with this one. + // + // A project should have a declaration like this: + // + // interface GlobalProps { + // // Declares the main module's exports. Used to populate Cloudflare.Exports aka the type + // // of `ctx.exports`. + // mainModule: typeof import("my-main-module"); + // + // // Declares which of the main module's exports are configured with durable storage, and + // // thus should behave as Durable Object namsepace bindings. + // durableNamespaces: "MyDurableObject" | "AnotherDurableObject"; + // } + // + // You can use `wrangler types` to generate `GlobalProps` automatically. + interface GlobalProps { + } + // Evaluates to the type of a property in GlobalProps, defaulting to `Default` if it is not + // present. + type GlobalProp = K extends keyof GlobalProps ? GlobalProps[K] : Default; + // The type of the program's main module exports, if known. Requires `GlobalProps` to declare the + // `mainModule` property. + type MainModule = GlobalProp<"mainModule", {}>; + // The type of ctx.exports, which contains loopback bindings for all top-level exports. + type Exports = { + [K in keyof MainModule]: LoopbackForExport + // If the export is listed in `durableNamespaces`, then it is also a + // DurableObjectNamespace. + & (K extends GlobalProp<"durableNamespaces", never> ? MainModule[K] extends new (...args: any[]) => infer DoInstance ? DoInstance extends Rpc.DurableObjectBranded ? DurableObjectNamespace : DurableObjectNamespace : DurableObjectNamespace : {}); + }; +} +declare namespace CloudflareWorkersModule { + export type RpcStub = Rpc.Stub; + export const RpcStub: { + new (value: T): Rpc.Stub; + }; + export abstract class RpcTarget implements Rpc.RpcTargetBranded { + [Rpc.__RPC_TARGET_BRAND]: never; + } + // `protected` fields don't appear in `keyof`s, so can't be accessed over RPC + export abstract class WorkerEntrypoint implements Rpc.WorkerEntrypointBranded { + [Rpc.__WORKER_ENTRYPOINT_BRAND]: never; + protected ctx: ExecutionContext; + protected env: Env; + constructor(ctx: ExecutionContext, env: Env); + email?(message: ForwardableEmailMessage): void | Promise; + fetch?(request: Request): Response | Promise; + connect?(socket: Socket): void | Promise; + queue?(batch: MessageBatch): void | Promise; + scheduled?(controller: ScheduledController): void | Promise; + tail?(events: TraceItem[]): void | Promise; + tailStream?(event: TailStream.TailEvent): TailStream.TailEventHandlerType | Promise; + test?(controller: TestController): void | Promise; + trace?(traces: TraceItem[]): void | Promise; + } + export abstract class DurableObject implements Rpc.DurableObjectBranded { + [Rpc.__DURABLE_OBJECT_BRAND]: never; + protected ctx: DurableObjectState; + protected env: Env; + constructor(ctx: DurableObjectState, env: Env); + alarm?(alarmInfo?: AlarmInvocationInfo): void | Promise; + fetch?(request: Request): Response | Promise; + connect?(socket: Socket): void | Promise; + webSocketMessage?(ws: WebSocket, message: string | ArrayBuffer): void | Promise; + webSocketClose?(ws: WebSocket, code: number, reason: string, wasClean: boolean): void | Promise; + webSocketError?(ws: WebSocket, error: unknown): void | Promise; + } + export type WorkflowDurationLabel = 'second' | 'minute' | 'hour' | 'day' | 'week' | 'month' | 'year'; + export type WorkflowSleepDuration = `${number} ${WorkflowDurationLabel}${'s' | ''}` | number; + export type WorkflowDelayDuration = WorkflowSleepDuration; + export type WorkflowTimeoutDuration = WorkflowSleepDuration; + export type WorkflowRetentionDuration = WorkflowSleepDuration; + export type WorkflowBackoff = 'constant' | 'linear' | 'exponential'; + export type WorkflowStepConfig = { + retries?: { + limit: number; + delay: WorkflowDelayDuration | number; + backoff?: WorkflowBackoff; + }; + timeout?: WorkflowTimeoutDuration | number; + }; + export type WorkflowEvent = { + payload: Readonly; + timestamp: Date; + instanceId: string; + }; + export type WorkflowStepEvent = { + payload: Readonly; + timestamp: Date; + type: string; + }; + export type WorkflowStepContext = { + step: { + name: string; + count: number; + }; + attempt: number; + config: WorkflowStepConfig; + }; + export abstract class WorkflowStep { + do>(name: string, callback: (ctx: WorkflowStepContext) => Promise): Promise; + do>(name: string, config: WorkflowStepConfig, callback: (ctx: WorkflowStepContext) => Promise): Promise; + sleep: (name: string, duration: WorkflowSleepDuration) => Promise; + sleepUntil: (name: string, timestamp: Date | number) => Promise; + waitForEvent>(name: string, options: { + type: string; + timeout?: WorkflowTimeoutDuration | number; + }): Promise>; + } + export type WorkflowInstanceStatus = 'queued' | 'running' | 'paused' | 'errored' | 'terminated' | 'complete' | 'waiting' | 'waitingForPause' | 'unknown'; + export abstract class WorkflowEntrypoint | unknown = unknown> implements Rpc.WorkflowEntrypointBranded { + [Rpc.__WORKFLOW_ENTRYPOINT_BRAND]: never; + protected ctx: ExecutionContext; + protected env: Env; + constructor(ctx: ExecutionContext, env: Env); + run(event: Readonly>, step: WorkflowStep): Promise; + } + export function waitUntil(promise: Promise): void; + export function withEnv(newEnv: unknown, fn: () => unknown): unknown; + export function withExports(newExports: unknown, fn: () => unknown): unknown; + export function withEnvAndExports(newEnv: unknown, newExports: unknown, fn: () => unknown): unknown; + export const env: Cloudflare.Env; + export const exports: Cloudflare.Exports; + export const cache: CacheContext; + export const tracing: Tracing; +} +declare module 'cloudflare:workers' { + export = CloudflareWorkersModule; +} +interface SecretsStoreSecret { + /** + * Get a secret from the Secrets Store, returning a string of the secret value + * if it exists, or throws an error if it does not exist + */ + get(): Promise; +} +declare module "cloudflare:sockets" { + function _connect(address: string | SocketAddress, options?: SocketOptions): Socket; + export { _connect as connect }; +} +/** + * Binding entrypoint for Cloudflare Stream. + * + * Usage: + * - Binding-level operations: + * `await env.STREAM.videos.upload` + * `await env.STREAM.videos.createDirectUpload` + * `await env.STREAM.videos.*` + * `await env.STREAM.watermarks.*` + * - Per-video operations: + * `await env.STREAM.video(id).downloads.*` + * `await env.STREAM.video(id).captions.*` + * + * Example usage: + * ```ts + * await env.STREAM.video(id).downloads.generate(); + * + * const video = env.STREAM.video(id) + * const captions = video.captions.list(); + * const videoDetails = video.details() + * ``` + */ +interface StreamBinding { + /** + * Returns a handle scoped to a single video for per-video operations. + * @param id The unique identifier for the video. + * @returns A handle for per-video operations. + */ + video(id: string): StreamVideoHandle; + /** + * Uploads a new video from a provided URL. + * @param url The URL to upload from. + * @param params Optional upload parameters. + * @returns The uploaded video details. + * @throws {BadRequestError} if the upload parameter is invalid or the URL is invalid + * @throws {QuotaReachedError} if the account storage capacity is exceeded + * @throws {MaxFileSizeError} if the file size is too large + * @throws {RateLimitedError} if the server received too many requests + * @throws {AlreadyUploadedError} if a video was already uploaded to this URL + * @throws {InternalError} if an unexpected error occurs + */ + upload(url: string, params?: StreamUrlUploadParams): Promise; + /** + * Creates a direct upload that allows video uploads without an API key. + * @param params Parameters for the direct upload + * @returns The direct upload details. + * @throws {BadRequestError} if the parameters are invalid + * @throws {RateLimitedError} if the server received too many requests + * @throws {InternalError} if an unexpected error occurs + */ + createDirectUpload(params: StreamDirectUploadCreateParams): Promise; + videos: StreamVideos; + watermarks: StreamWatermarks; +} +/** + * Handle for operations scoped to a single Stream video. + */ +interface StreamVideoHandle { + /** + * The unique identifier for the video. + */ + id: string; + /** + * Get a full videos details + * @returns The full video details. + * @throws {NotFoundError} if the video is not found + * @throws {InternalError} if an unexpected error occurs + */ + details(): Promise; + /** + * Update details for a single video. + * @param params The fields to update for the video. + * @returns The updated video details. + * @throws {NotFoundError} if the video is not found + * @throws {BadRequestError} if the parameters are invalid + * @throws {InternalError} if an unexpected error occurs + */ + update(params: StreamUpdateVideoParams): Promise; + /** + * Deletes a video and its copies from Cloudflare Stream. + * @returns A promise that resolves when deletion completes. + * @throws {NotFoundError} if the video is not found + * @throws {InternalError} if an unexpected error occurs + */ + delete(): Promise; + /** + * Creates a signed URL token for a video. + * @returns The signed token that was created. + * @throws {InternalError} if the signing key cannot be retrieved or the token cannot be signed + */ + generateToken(): Promise; + downloads: StreamScopedDownloads; + captions: StreamScopedCaptions; +} +interface StreamVideo { + /** + * The unique identifier for the video. + */ + id: string; + /** + * A user-defined identifier for the media creator. + */ + creator: string | null; + /** + * The thumbnail URL for the video. + */ + thumbnail: string; + /** + * The thumbnail timestamp percentage. + */ + thumbnailTimestampPct: number; + /** + * Indicates whether the video is ready to stream. + */ + readyToStream: boolean; + /** + * The date and time the video became ready to stream. + */ + readyToStreamAt: string | null; + /** + * Processing status information. + */ + status: StreamVideoStatus; + /** + * A user modifiable key-value store. + */ + meta: Record; + /** + * The date and time the video was created. + */ + created: string; + /** + * The date and time the video was last modified. + */ + modified: string; + /** + * The date and time at which the video will be deleted. + */ + scheduledDeletion: string | null; + /** + * The size of the video in bytes. + */ + size: number; + /** + * The preview URL for the video. + */ + preview?: string; + /** + * Origins allowed to display the video. + */ + allowedOrigins: Array; + /** + * Indicates whether signed URLs are required. + */ + requireSignedURLs: boolean | null; + /** + * The date and time the video was uploaded. + */ + uploaded: string | null; + /** + * The date and time when the upload URL expires. + */ + uploadExpiry: string | null; + /** + * The maximum size in bytes for direct uploads. + */ + maxSizeBytes: number | null; + /** + * The maximum duration in seconds for direct uploads. + */ + maxDurationSeconds: number | null; + /** + * The video duration in seconds. -1 indicates unknown. + */ + duration: number; + /** + * Input metadata for the original upload. + */ + input: StreamVideoInput; + /** + * Playback URLs for the video. + */ + hlsPlaybackUrl: string; + dashPlaybackUrl: string; + /** + * The watermark applied to the video, if any. + */ + watermark: StreamWatermark | null; + /** + * The live input id associated with the video, if any. + */ + liveInputId?: string | null; + /** + * The source video id if this is a clip. + */ + clippedFromId: string | null; + /** + * Public details associated with the video. + */ + publicDetails: StreamPublicDetails | null; +} +type StreamVideoStatus = { + /** + * The current processing state. + */ + state: string; + /** + * The current processing step. + */ + step?: string; + /** + * The percent complete as a string. + */ + pctComplete?: string; + /** + * An error reason code, if applicable. + */ + errorReasonCode: string; + /** + * An error reason text, if applicable. + */ + errorReasonText: string; +}; +type StreamVideoInput = { + /** + * The input width in pixels. + */ + width: number; + /** + * The input height in pixels. + */ + height: number; +}; +type StreamPublicDetails = { + /** + * The public title for the video. + */ + title: string | null; + /** + * The public share link. + */ + share_link: string | null; + /** + * The public channel link. + */ + channel_link: string | null; + /** + * The public logo URL. + */ + logo: string | null; +}; +type StreamDirectUpload = { + /** + * The URL an unauthenticated upload can use for a single multipart request. + */ + uploadURL: string; + /** + * A Cloudflare-generated unique identifier for a media item. + */ + id: string; + /** + * The watermark profile applied to the upload. + */ + watermark: StreamWatermark | null; + /** + * The scheduled deletion time, if any. + */ + scheduledDeletion: string | null; +}; +type StreamDirectUploadCreateParams = { + /** + * The maximum duration in seconds for a video upload. + */ + maxDurationSeconds: number; + /** + * The date and time after upload when videos will not be accepted. + */ + expiry?: string; + /** + * A user-defined identifier for the media creator. + */ + creator?: string; + /** + * A user modifiable key-value store used to reference other systems of record for + * managing videos. + */ + meta?: Record; + /** + * Lists the origins allowed to display the video. + */ + allowedOrigins?: Array; + /** + * Indicates whether the video can be accessed using the id. When set to `true`, + * a signed token must be generated with a signing key to view the video. + */ + requireSignedURLs?: boolean; + /** + * The thumbnail timestamp percentage. + */ + thumbnailTimestampPct?: number; + /** + * The date and time at which the video will be deleted. Include `null` to remove + * a scheduled deletion. + */ + scheduledDeletion?: string | null; + /** + * The watermark profile to apply. + */ + watermark?: StreamDirectUploadWatermark; +}; +type StreamDirectUploadWatermark = { + /** + * The unique identifier for the watermark profile. + */ + id: string; +}; +type StreamUrlUploadParams = { + /** + * Lists the origins allowed to display the video. Enter allowed origin + * domains in an array and use `*` for wildcard subdomains. Empty arrays allow the + * video to be viewed on any origin. + */ + allowedOrigins?: Array; + /** + * A user-defined identifier for the media creator. + */ + creator?: string; + /** + * A user modifiable key-value store used to reference other systems of + * record for managing videos. + */ + meta?: Record; + /** + * Indicates whether the video can be a accessed using the id. When + * set to `true`, a signed token must be generated with a signing key to view the + * video. + */ + requireSignedURLs?: boolean; + /** + * Indicates the date and time at which the video will be deleted. Omit + * the field to indicate no change, or include with a `null` value to remove an + * existing scheduled deletion. If specified, must be at least 30 days from upload + * time. + */ + scheduledDeletion?: string | null; + /** + * The timestamp for a thumbnail image calculated as a percentage value + * of the video's duration. To convert from a second-wise timestamp to a + * percentage, divide the desired timestamp by the total duration of the video. If + * this value is not set, the default thumbnail image is taken from 0s of the + * video. + */ + thumbnailTimestampPct?: number; + /** + * The identifier for the watermark profile + */ + watermarkId?: string; +}; +interface StreamScopedCaptions { + /** + * Uploads the caption or subtitle file to the endpoint for a specific BCP47 language. + * One caption or subtitle file per language is allowed. + * @param language The BCP 47 language tag for the caption or subtitle. + * @param input The caption or subtitle stream to upload. + * @returns The created caption entry. + * @throws {NotFoundError} if the video is not found + * @throws {BadRequestError} if the language or file is invalid + * @throws {InternalError} if an unexpected error occurs + */ + upload(language: string, input: ReadableStream): Promise; + /** + * Generate captions or subtitles for the provided language via AI. + * @param language The BCP 47 language tag to generate. + * @returns The generated caption entry. + * @throws {NotFoundError} if the video is not found + * @throws {BadRequestError} if the language is invalid + * @throws {StreamError} if a generated caption already exists + * @throws {StreamError} if the video duration is too long + * @throws {StreamError} if the video is missing audio + * @throws {StreamError} if the requested language is not supported + * @throws {InternalError} if an unexpected error occurs + */ + generate(language: string): Promise; + /** + * Lists the captions or subtitles. + * Use the language parameter to filter by a specific language. + * @param language The optional BCP 47 language tag to filter by. + * @returns The list of captions or subtitles. + * @throws {NotFoundError} if the video or caption is not found + * @throws {InternalError} if an unexpected error occurs + */ + list(language?: string): Promise; + /** + * Removes the captions or subtitles from a video. + * @param language The BCP 47 language tag to remove. + * @returns A promise that resolves when deletion completes. + * @throws {NotFoundError} if the video or caption is not found + * @throws {InternalError} if an unexpected error occurs + */ + delete(language: string): Promise; +} +interface StreamScopedDownloads { + /** + * Generates a download for a video when a video is ready to view. Available + * types are `default` and `audio`. Defaults to `default` when omitted. + * @param downloadType The download type to create. + * @returns The current downloads for the video. + * @throws {NotFoundError} if the video is not found + * @throws {BadRequestError} if the download type is invalid + * @throws {StreamError} if the video duration is too long to generate a download + * @throws {StreamError} if the video is not ready to stream + * @throws {InternalError} if an unexpected error occurs + */ + generate(downloadType?: StreamDownloadType): Promise; + /** + * Lists the downloads created for a video. + * @returns The current downloads for the video. + * @throws {NotFoundError} if the video or downloads are not found + * @throws {InternalError} if an unexpected error occurs + */ + get(): Promise; + /** + * Delete the downloads for a video. Available types are `default` and `audio`. + * Defaults to `default` when omitted. + * @param downloadType The download type to delete. + * @returns A promise that resolves when deletion completes. + * @throws {NotFoundError} if the video or downloads are not found + * @throws {InternalError} if an unexpected error occurs + */ + delete(downloadType?: StreamDownloadType): Promise; +} +interface StreamVideos { + /** + * Lists all videos in a users account. + * @returns The list of videos. + * @throws {BadRequestError} if the parameters are invalid + * @throws {InternalError} if an unexpected error occurs + */ + list(params?: StreamVideosListParams): Promise; +} +interface StreamWatermarks { + /** + * Generate a new watermark profile + * @param input The image stream to upload + * @param params The watermark creation parameters. + * @returns The created watermark profile. + * @throws {BadRequestError} if the parameters are invalid + * @throws {InvalidURLError} if the URL is invalid + * @throws {TooManyWatermarksError} if the number of allowed watermarks is reached + * @throws {InternalError} if an unexpected error occurs + */ + generate(input: ReadableStream, params: StreamWatermarkCreateParams): Promise; + /** + * Generate a new watermark profile + * @param url The image url to upload + * @param params The watermark creation parameters. + * @returns The created watermark profile. + * @throws {BadRequestError} if the parameters are invalid + * @throws {InvalidURLError} if the URL is invalid + * @throws {TooManyWatermarksError} if the number of allowed watermarks is reached + * @throws {InternalError} if an unexpected error occurs + */ + generate(url: string, params: StreamWatermarkCreateParams): Promise; + /** + * Lists all watermark profiles for an account. + * @returns The list of watermark profiles. + * @throws {InternalError} if an unexpected error occurs + */ + list(): Promise; + /** + * Retrieves details for a single watermark profile. + * @param watermarkId The watermark profile identifier. + * @returns The watermark profile details. + * @throws {NotFoundError} if the watermark is not found + * @throws {InternalError} if an unexpected error occurs + */ + get(watermarkId: string): Promise; + /** + * Deletes a watermark profile. + * @param watermarkId The watermark profile identifier. + * @returns A promise that resolves when deletion completes. + * @throws {NotFoundError} if the watermark is not found + * @throws {InternalError} if an unexpected error occurs + */ + delete(watermarkId: string): Promise; +} +type StreamUpdateVideoParams = { + /** + * Lists the origins allowed to display the video. Enter allowed origin + * domains in an array and use `*` for wildcard subdomains. Empty arrays allow the + * video to be viewed on any origin. + */ + allowedOrigins?: Array; + /** + * A user-defined identifier for the media creator. + */ + creator?: string; + /** + * The maximum duration in seconds for a video upload. Can be set for a + * video that is not yet uploaded to limit its duration. Uploads that exceed the + * specified duration will fail during processing. A value of `-1` means the value + * is unknown. + */ + maxDurationSeconds?: number; + /** + * A user modifiable key-value store used to reference other systems of + * record for managing videos. + */ + meta?: Record; + /** + * Indicates whether the video can be a accessed using the id. When + * set to `true`, a signed token must be generated with a signing key to view the + * video. + */ + requireSignedURLs?: boolean; + /** + * Indicates the date and time at which the video will be deleted. Omit + * the field to indicate no change, or include with a `null` value to remove an + * existing scheduled deletion. If specified, must be at least 30 days from upload + * time. + */ + scheduledDeletion?: string | null; + /** + * The timestamp for a thumbnail image calculated as a percentage value + * of the video's duration. To convert from a second-wise timestamp to a + * percentage, divide the desired timestamp by the total duration of the video. If + * this value is not set, the default thumbnail image is taken from 0s of the + * video. + */ + thumbnailTimestampPct?: number; +}; +type StreamCaption = { + /** + * Whether the caption was generated via AI. + */ + generated?: boolean; + /** + * The language label displayed in the native language to users. + */ + label: string; + /** + * The language tag in BCP 47 format. + */ + language: string; + /** + * The status of a generated caption. + */ + status?: 'ready' | 'inprogress' | 'error'; +}; +type StreamDownloadStatus = 'ready' | 'inprogress' | 'error'; +type StreamDownloadType = 'default' | 'audio'; +type StreamDownload = { + /** + * Indicates the progress as a percentage between 0 and 100. + */ + percentComplete: number; + /** + * The status of a generated download. + */ + status: StreamDownloadStatus; + /** + * The URL to access the generated download. + */ + url?: string; +}; +/** + * An object with download type keys. Each key is optional and only present if that + * download type has been created. + */ +type StreamDownloadGetResponse = { + /** + * The audio-only download. Only present if this download type has been created. + */ + audio?: StreamDownload; + /** + * The default video download. Only present if this download type has been created. + */ + default?: StreamDownload; +}; +type StreamWatermarkPosition = 'upperRight' | 'upperLeft' | 'lowerLeft' | 'lowerRight' | 'center'; +type StreamWatermark = { + /** + * The unique identifier for a watermark profile. + */ + id: string; + /** + * The size of the image in bytes. + */ + size: number; + /** + * The height of the image in pixels. + */ + height: number; + /** + * The width of the image in pixels. + */ + width: number; + /** + * The date and a time a watermark profile was created. + */ + created: string; + /** + * The source URL for a downloaded image. If the watermark profile was created via + * direct upload, this field is null. + */ + downloadedFrom: string | null; + /** + * A short description of the watermark profile. + */ + name: string; + /** + * The translucency of the image. A value of `0.0` makes the image completely + * transparent, and `1.0` makes the image completely opaque. Note that if the image + * is already semi-transparent, setting this to `1.0` will not make the image + * completely opaque. + */ + opacity: number; + /** + * The whitespace between the adjacent edges (determined by position) of the video + * and the image. `0.0` indicates no padding, and `1.0` indicates a fully padded + * video width or length, as determined by the algorithm. + */ + padding: number; + /** + * The size of the image relative to the overall size of the video. This parameter + * will adapt to horizontal and vertical videos automatically. `0.0` indicates no + * scaling (use the size of the image as-is), and `1.0 `fills the entire video. + */ + scale: number; + /** + * The location of the image. Valid positions are: `upperRight`, `upperLeft`, + * `lowerLeft`, `lowerRight`, and `center`. Note that `center` ignores the + * `padding` parameter. + */ + position: StreamWatermarkPosition; +}; +type StreamWatermarkCreateParams = { + /** + * A short description of the watermark profile. + */ + name?: string; + /** + * The translucency of the image. A value of `0.0` makes the image completely + * transparent, and `1.0` makes the image completely opaque. Note that if the + * image is already semi-transparent, setting this to `1.0` will not make the + * image completely opaque. + */ + opacity?: number; + /** + * The whitespace between the adjacent edges (determined by position) of the + * video and the image. `0.0` indicates no padding, and `1.0` indicates a fully + * padded video width or length, as determined by the algorithm. + */ + padding?: number; + /** + * The size of the image relative to the overall size of the video. This + * parameter will adapt to horizontal and vertical videos automatically. `0.0` + * indicates no scaling (use the size of the image as-is), and `1.0 `fills the + * entire video. + */ + scale?: number; + /** + * The location of the image. + */ + position?: StreamWatermarkPosition; +}; +type StreamVideosListParams = { + /** + * The maximum number of videos to return. + */ + limit?: number; + /** + * Return videos created before this timestamp. + * (RFC3339/RFC3339Nano) + */ + before?: string; + /** + * Comparison operator for the `before` field. + * @default 'lt' + */ + beforeComp?: StreamPaginationComparison; + /** + * Return videos created after this timestamp. + * (RFC3339/RFC3339Nano) + */ + after?: string; + /** + * Comparison operator for the `after` field. + * @default 'gte' + */ + afterComp?: StreamPaginationComparison; +}; +type StreamPaginationComparison = 'eq' | 'gt' | 'gte' | 'lt' | 'lte'; +/** + * Error object for Stream binding operations. + */ +interface StreamError extends Error { + readonly code: number; + readonly statusCode: number; + readonly message: string; + readonly stack?: string; +} +interface InternalError extends StreamError { + name: 'InternalError'; +} +interface BadRequestError extends StreamError { + name: 'BadRequestError'; +} +interface NotFoundError extends StreamError { + name: 'NotFoundError'; +} +interface ForbiddenError extends StreamError { + name: 'ForbiddenError'; +} +interface RateLimitedError extends StreamError { + name: 'RateLimitedError'; +} +interface QuotaReachedError extends StreamError { + name: 'QuotaReachedError'; +} +interface MaxFileSizeError extends StreamError { + name: 'MaxFileSizeError'; +} +interface InvalidURLError extends StreamError { + name: 'InvalidURLError'; +} +interface AlreadyUploadedError extends StreamError { + name: 'AlreadyUploadedError'; +} +interface TooManyWatermarksError extends StreamError { + name: 'TooManyWatermarksError'; +} +type MarkdownDocument = { + name: string; + blob: Blob; +}; +type ConversionResponse = { + id: string; + name: string; + mimeType: string; + format: 'markdown'; + tokens: number; + data: string; +} | { + id: string; + name: string; + mimeType: string; + format: 'error'; + error: string; +}; +type ImageConversionOptions = { + descriptionLanguage?: 'en' | 'es' | 'fr' | 'it' | 'pt' | 'de'; +}; +type EmbeddedImageConversionOptions = ImageConversionOptions & { + convert?: boolean; + maxConvertedImages?: number; +}; +type ConversionOptions = { + html?: { + images?: EmbeddedImageConversionOptions & { + convertOGImage?: boolean; + }; + hostname?: string; + cssSelector?: string; + }; + docx?: { + images?: EmbeddedImageConversionOptions; + }; + image?: ImageConversionOptions; + pdf?: { + images?: EmbeddedImageConversionOptions; + metadata?: boolean; + }; +}; +type ConversionRequestOptions = { + gateway?: GatewayOptions; + extraHeaders?: object; + conversionOptions?: ConversionOptions; +}; +type SupportedFileFormat = { + mimeType: string; + extension: string; +}; +declare abstract class ToMarkdownService { + transform(files: MarkdownDocument[], options?: ConversionRequestOptions): Promise; + transform(files: MarkdownDocument, options?: ConversionRequestOptions): Promise; + supported(): Promise; +} +declare namespace TailStream { + interface Header { + readonly name: string; + readonly value: string; + } + interface FetchEventInfo { + readonly type: "fetch"; + readonly method: string; + readonly url: string; + readonly cfJson?: object; + readonly headers: Header[]; + } + interface JsRpcEventInfo { + readonly type: "jsrpc"; + } + interface ScheduledEventInfo { + readonly type: "scheduled"; + readonly scheduledTime: Date; + readonly cron: string; + } + interface AlarmEventInfo { + readonly type: "alarm"; + readonly scheduledTime: Date; + } + interface QueueEventInfo { + readonly type: "queue"; + readonly queueName: string; + readonly batchSize: number; + } + interface EmailEventInfo { + readonly type: "email"; + readonly mailFrom: string; + readonly rcptTo: string; + readonly rawSize: number; + } + interface TraceEventInfo { + readonly type: "trace"; + readonly traces: (string | null)[]; + } + interface HibernatableWebSocketEventInfoMessage { + readonly type: "message"; + } + interface HibernatableWebSocketEventInfoError { + readonly type: "error"; + } + interface HibernatableWebSocketEventInfoClose { + readonly type: "close"; + readonly code: number; + readonly wasClean: boolean; + } + interface HibernatableWebSocketEventInfo { + readonly type: "hibernatableWebSocket"; + readonly info: HibernatableWebSocketEventInfoClose | HibernatableWebSocketEventInfoError | HibernatableWebSocketEventInfoMessage; + } + interface CustomEventInfo { + readonly type: "custom"; + } + interface FetchResponseInfo { + readonly type: "fetch"; + readonly statusCode: number; + } + interface ConnectEventInfo { + readonly type: "connect"; + } + type EventOutcome = "ok" | "canceled" | "exception" | "unknown" | "killSwitch" | "daemonDown" | "exceededCpu" | "exceededMemory" | "loadShed" | "responseStreamDisconnected" | "scriptNotFound" | "internalError"; + interface ScriptVersion { + readonly id: string; + readonly tag?: string; + readonly message?: string; + } + interface TracePreviewInfo { + readonly id: string; + readonly slug: string; + readonly name: string; + } + interface Onset { + readonly type: "onset"; + readonly attributes: Attribute[]; + // id for the span being opened by this Onset event. + readonly spanId: string; + readonly dispatchNamespace?: string; + readonly entrypoint?: string; + readonly executionModel: string; + readonly scriptName?: string; + readonly scriptTags?: string[]; + readonly scriptVersion?: ScriptVersion; + readonly preview?: TracePreviewInfo; + readonly info: FetchEventInfo | ConnectEventInfo | JsRpcEventInfo | ScheduledEventInfo | AlarmEventInfo | QueueEventInfo | EmailEventInfo | TraceEventInfo | HibernatableWebSocketEventInfo | CustomEventInfo; + } + interface Outcome { + readonly type: "outcome"; + readonly outcome: EventOutcome; + readonly cpuTime: number; + readonly wallTime: number; + } + interface SpanOpen { + readonly type: "spanOpen"; + readonly name: string; + // id for the span being opened by this SpanOpen event. + readonly spanId: string; + readonly info?: FetchEventInfo | JsRpcEventInfo | Attributes; + } + interface SpanClose { + readonly type: "spanClose"; + readonly outcome: EventOutcome; + } + interface DiagnosticChannelEvent { + readonly type: "diagnosticChannel"; + readonly channel: string; + readonly message: any; + } + interface Exception { + readonly type: "exception"; + readonly name: string; + readonly message: string; + readonly stack?: string; + } + interface Log { + readonly type: "log"; + readonly level: "debug" | "error" | "info" | "log" | "warn"; + readonly message: object; + } + interface DroppedEventsDiagnostic { + readonly diagnosticsType: "droppedEvents"; + readonly count: number; + } + interface StreamDiagnostic { + readonly type: 'streamDiagnostic'; + // To add new diagnostic types, define a new interface and add it to this union type. + readonly diagnostic: DroppedEventsDiagnostic; + } + // This marks the worker handler return information. + // This is separate from Outcome because the worker invocation can live for a long time after + // returning. For example - Websockets that return an http upgrade response but then continue + // streaming information or SSE http connections. + interface Return { + readonly type: "return"; + readonly info?: FetchResponseInfo; + } + interface Attribute { + readonly name: string; + readonly value: string | string[] | boolean | boolean[] | number | number[] | bigint | bigint[]; + } + interface Attributes { + readonly type: "attributes"; + readonly info: Attribute[]; + } + type EventType = Onset | Outcome | SpanOpen | SpanClose | DiagnosticChannelEvent | Exception | Log | StreamDiagnostic | Return | Attributes; + // Context in which this trace event lives. + interface SpanContext { + // Single id for the entire top-level invocation + // This should be a new traceId for the first worker stage invoked in the eyeball request and then + // same-account service-bindings should reuse the same traceId but cross-account service-bindings + // should use a new traceId. + readonly traceId: string; + // spanId in which this event is handled + // for Onset and SpanOpen events this would be the parent span id + // for Outcome and SpanClose these this would be the span id of the opening Onset and SpanOpen events + // For Hibernate and Mark this would be the span under which they were emitted. + // spanId is not set ONLY if: + // 1. This is an Onset event + // 2. We are not inheriting any SpanContext. (e.g. this is a cross-account service binding or a new top-level invocation) + readonly spanId?: string; + } + interface TailEvent { + // invocation id of the currently invoked worker stage. + // invocation id will always be unique to every Onset event and will be the same until the Outcome event. + readonly invocationId: string; + // Inherited spanContext for this event. + readonly spanContext: SpanContext; + readonly timestamp: Date; + readonly sequence: number; + readonly event: Event; + } + type TailEventHandler = (event: TailEvent) => void | Promise; + type TailEventHandlerObject = { + outcome?: TailEventHandler; + spanOpen?: TailEventHandler; + spanClose?: TailEventHandler; + diagnosticChannel?: TailEventHandler; + exception?: TailEventHandler; + log?: TailEventHandler; + return?: TailEventHandler; + attributes?: TailEventHandler; + }; + type TailEventHandlerType = TailEventHandler | TailEventHandlerObject; +} +// Copyright (c) 2022-2023 Cloudflare, Inc. +// Licensed under the Apache 2.0 license found in the LICENSE file or at: +// https://opensource.org/licenses/Apache-2.0 +/** + * Data types supported for holding vector metadata. + */ +type VectorizeVectorMetadataValue = string | number | boolean | string[]; +/** + * Additional information to associate with a vector. + */ +type VectorizeVectorMetadata = VectorizeVectorMetadataValue | Record; +type VectorFloatArray = Float32Array | Float64Array; +interface VectorizeError { + code?: number; + error: string; +} +/** + * Comparison logic/operation to use for metadata filtering. + * + * This list is expected to grow as support for more operations are released. + */ +type VectorizeVectorMetadataFilterOp = '$eq' | '$ne' | '$lt' | '$lte' | '$gt' | '$gte'; +type VectorizeVectorMetadataFilterCollectionOp = '$in' | '$nin'; +/** + * Filter criteria for vector metadata used to limit the retrieved query result set. + */ +type VectorizeVectorMetadataFilter = { + [field: string]: Exclude | null | { + [Op in VectorizeVectorMetadataFilterOp]?: Exclude | null; + } | { + [Op in VectorizeVectorMetadataFilterCollectionOp]?: Exclude[]; + }; +}; +/** + * Supported distance metrics for an index. + * Distance metrics determine how other "similar" vectors are determined. + */ +type VectorizeDistanceMetric = "euclidean" | "cosine" | "dot-product"; +/** + * Metadata return levels for a Vectorize query. + * + * Default to "none". + * + * @property all Full metadata for the vector return set, including all fields (including those un-indexed) without truncation. This is a more expensive retrieval, as it requires additional fetching & reading of un-indexed data. + * @property indexed Return all metadata fields configured for indexing in the vector return set. This level of retrieval is "free" in that no additional overhead is incurred returning this data. However, note that indexed metadata is subject to truncation (especially for larger strings). + * @property none No indexed metadata will be returned. + */ +type VectorizeMetadataRetrievalLevel = "all" | "indexed" | "none"; +interface VectorizeQueryOptions { + topK?: number; + namespace?: string; + returnValues?: boolean; + returnMetadata?: boolean | VectorizeMetadataRetrievalLevel; + filter?: VectorizeVectorMetadataFilter; +} +/** + * Information about the configuration of an index. + */ +type VectorizeIndexConfig = { + dimensions: number; + metric: VectorizeDistanceMetric; +} | { + preset: string; // keep this generic, as we'll be adding more presets in the future and this is only in a read capacity +}; +/** + * Metadata about an existing index. + * + * This type is exclusively for the Vectorize **beta** and will be deprecated once Vectorize RC is released. + * See {@link VectorizeIndexInfo} for its post-beta equivalent. + */ +interface VectorizeIndexDetails { + /** The unique ID of the index */ + readonly id: string; + /** The name of the index. */ + name: string; + /** (optional) A human readable description for the index. */ + description?: string; + /** The index configuration, including the dimension size and distance metric. */ + config: VectorizeIndexConfig; + /** The number of records containing vectors within the index. */ + vectorsCount: number; +} +/** + * Metadata about an existing index. + */ +interface VectorizeIndexInfo { + /** The number of records containing vectors within the index. */ + vectorCount: number; + /** Number of dimensions the index has been configured for. */ + dimensions: number; + /** ISO 8601 datetime of the last processed mutation on in the index. All changes before this mutation will be reflected in the index state. */ + processedUpToDatetime: number; + /** UUIDv4 of the last mutation processed by the index. All changes before this mutation will be reflected in the index state. */ + processedUpToMutation: number; +} +/** + * Represents a single vector value set along with its associated metadata. + */ +interface VectorizeVector { + /** The ID for the vector. This can be user-defined, and must be unique. It should uniquely identify the object, and is best set based on the ID of what the vector represents. */ + id: string; + /** The vector values */ + values: VectorFloatArray | number[]; + /** The namespace this vector belongs to. */ + namespace?: string; + /** Metadata associated with the vector. Includes the values of other fields and potentially additional details. */ + metadata?: Record; +} +/** + * Represents a matched vector for a query along with its score and (if specified) the matching vector information. + */ +type VectorizeMatch = Pick, "values"> & Omit & { + /** The score or rank for similarity, when returned as a result */ + score: number; +}; +/** + * A set of matching {@link VectorizeMatch} for a particular query. + */ +interface VectorizeMatches { + matches: VectorizeMatch[]; + count: number; +} +/** + * Results of an operation that performed a mutation on a set of vectors. + * Here, `ids` is a list of vectors that were successfully processed. + * + * This type is exclusively for the Vectorize **beta** and will be deprecated once Vectorize RC is released. + * See {@link VectorizeAsyncMutation} for its post-beta equivalent. + */ +interface VectorizeVectorMutation { + /* List of ids of vectors that were successfully processed. */ + ids: string[]; + /* Total count of the number of processed vectors. */ + count: number; +} +/** + * Result type indicating a mutation on the Vectorize Index. + * Actual mutations are processed async where the `mutationId` is the unique identifier for the operation. + */ +interface VectorizeAsyncMutation { + /** The unique identifier for the async mutation operation containing the changeset. */ + mutationId: string; +} +/** + * A Vectorize Vector Search Index for querying vectors/embeddings. + * + * This type is exclusively for the Vectorize **beta** and will be deprecated once Vectorize RC is released. + * See {@link Vectorize} for its new implementation. + */ +declare abstract class VectorizeIndex { + /** + * Get information about the currently bound index. + * @returns A promise that resolves with information about the current index. + */ + public describe(): Promise; + /** + * Use the provided vector to perform a similarity search across the index. + * @param vector Input vector that will be used to drive the similarity search. + * @param options Configuration options to massage the returned data. + * @returns A promise that resolves with matched and scored vectors. + */ + public query(vector: VectorFloatArray | number[], options?: VectorizeQueryOptions): Promise; + /** + * Insert a list of vectors into the index dataset. If a provided id exists, an error will be thrown. + * @param vectors List of vectors that will be inserted. + * @returns A promise that resolves with the ids & count of records that were successfully processed. + */ + public insert(vectors: VectorizeVector[]): Promise; + /** + * Upsert a list of vectors into the index dataset. If a provided id exists, it will be replaced with the new values. + * @param vectors List of vectors that will be upserted. + * @returns A promise that resolves with the ids & count of records that were successfully processed. + */ + public upsert(vectors: VectorizeVector[]): Promise; + /** + * Delete a list of vectors with a matching id. + * @param ids List of vector ids that should be deleted. + * @returns A promise that resolves with the ids & count of records that were successfully processed (and thus deleted). + */ + public deleteByIds(ids: string[]): Promise; + /** + * Get a list of vectors with a matching id. + * @param ids List of vector ids that should be returned. + * @returns A promise that resolves with the raw unscored vectors matching the id set. + */ + public getByIds(ids: string[]): Promise; +} +/** + * A Vectorize Vector Search Index for querying vectors/embeddings. + * + * Mutations in this version are async, returning a mutation id. + */ +declare abstract class Vectorize { + /** + * Get information about the currently bound index. + * @returns A promise that resolves with information about the current index. + */ + public describe(): Promise; + /** + * Use the provided vector to perform a similarity search across the index. + * @param vector Input vector that will be used to drive the similarity search. + * @param options Configuration options to massage the returned data. + * @returns A promise that resolves with matched and scored vectors. + */ + public query(vector: VectorFloatArray | number[], options?: VectorizeQueryOptions): Promise; + /** + * Use the provided vector-id to perform a similarity search across the index. + * @param vectorId Id for a vector in the index against which the index should be queried. + * @param options Configuration options to massage the returned data. + * @returns A promise that resolves with matched and scored vectors. + */ + public queryById(vectorId: string, options?: VectorizeQueryOptions): Promise; + /** + * Insert a list of vectors into the index dataset. If a provided id exists, an error will be thrown. + * @param vectors List of vectors that will be inserted. + * @returns A promise that resolves with a unique identifier of a mutation containing the insert changeset. + */ + public insert(vectors: VectorizeVector[]): Promise; + /** + * Upsert a list of vectors into the index dataset. If a provided id exists, it will be replaced with the new values. + * @param vectors List of vectors that will be upserted. + * @returns A promise that resolves with a unique identifier of a mutation containing the upsert changeset. + */ + public upsert(vectors: VectorizeVector[]): Promise; + /** + * Delete a list of vectors with a matching id. + * @param ids List of vector ids that should be deleted. + * @returns A promise that resolves with a unique identifier of a mutation containing the delete changeset. + */ + public deleteByIds(ids: string[]): Promise; + /** + * Get a list of vectors with a matching id. + * @param ids List of vector ids that should be returned. + * @returns A promise that resolves with the raw unscored vectors matching the id set. + */ + public getByIds(ids: string[]): Promise; +} +/** + * The interface for "version_metadata" binding + * providing metadata about the Worker Version using this binding. + */ +type WorkerVersionMetadata = { + /** The ID of the Worker Version using this binding */ + id: string; + /** The tag of the Worker Version using this binding */ + tag: string; + /** The timestamp of when the Worker Version was uploaded */ + timestamp: string; +}; +interface DynamicDispatchLimits { + /** + * Limit CPU time in milliseconds. + */ + cpuMs?: number; + /** + * Limit number of subrequests. + */ + subRequests?: number; +} +interface DynamicDispatchOptions { + /** + * Limit resources of invoked Worker script. + */ + limits?: DynamicDispatchLimits; + /** + * Arguments for outbound Worker script, if configured. + */ + outbound?: { + [key: string]: any; + }; +} +interface DispatchNamespace { + /** + * @param name Name of the Worker script. + * @param args Arguments to Worker script. + * @param options Options for Dynamic Dispatch invocation. + * @returns A Fetcher object that allows you to send requests to the Worker script. + * @throws If the Worker script does not exist in this dispatch namespace, an error will be thrown. + */ + get(name: string, args?: { + [key: string]: any; + }, options?: DynamicDispatchOptions): Fetcher; +} +declare module 'cloudflare:workflows' { + /** + * NonRetryableError allows for a user to throw a fatal error + * that makes a Workflow instance fail immediately without triggering a retry + */ + export class NonRetryableError extends Error { + public constructor(message: string, name?: string); + } +} +declare abstract class Workflow { + /** + * Get a handle to an existing instance of the Workflow. + * @param id Id for the instance of this Workflow + * @returns A promise that resolves with a handle for the Instance + */ + public get(id: string): Promise; + /** + * Create a new instance and return a handle to it. If a provided id exists, an error will be thrown. + * @param options Options when creating an instance including id and params + * @returns A promise that resolves with a handle for the Instance + */ + public create(options?: WorkflowInstanceCreateOptions): Promise; + /** + * Create a batch of instances and return handle for all of them. If a provided id exists, an error will be thrown. + * `createBatch` is limited at 100 instances at a time or when the RPC limit for the batch (1MiB) is reached. + * @param batch List of Options when creating an instance including name and params + * @returns A promise that resolves with a list of handles for the created instances. + */ + public createBatch(batch: WorkflowInstanceCreateOptions[]): Promise; +} +type WorkflowDurationLabel = 'second' | 'minute' | 'hour' | 'day' | 'week' | 'month' | 'year'; +type WorkflowSleepDuration = `${number} ${WorkflowDurationLabel}${'s' | ''}` | number; +type WorkflowRetentionDuration = WorkflowSleepDuration; +interface WorkflowInstanceCreateOptions { + /** + * An id for your Workflow instance. Must be unique within the Workflow. + */ + id?: string; + /** + * The event payload the Workflow instance is triggered with + */ + params?: PARAMS; + /** + * The retention policy for Workflow instance. + * Defaults to the maximum retention period available for the owner's account. + */ + retention?: { + successRetention?: WorkflowRetentionDuration; + errorRetention?: WorkflowRetentionDuration; + }; +} +type InstanceStatus = { + status: 'queued' // means that instance is waiting to be started (see concurrency limits) + | 'running' | 'paused' | 'errored' | 'terminated' // user terminated the instance while it was running + | 'complete' | 'waiting' // instance is hibernating and waiting for sleep or event to finish + | 'waitingForPause' // instance is finishing the current work to pause + | 'unknown'; + error?: { + name: string; + message: string; + }; + output?: unknown; +}; +interface WorkflowError { + code?: number; + message: string; +} +declare abstract class WorkflowInstance { + public id: string; + /** + * Pause the instance. + */ + public pause(): Promise; + /** + * Resume the instance. If it is already running, an error will be thrown. + */ + public resume(): Promise; + /** + * Terminate the instance. If it is errored, terminated or complete, an error will be thrown. + */ + public terminate(): Promise; + /** + * Restart the instance. + */ + public restart(): Promise; + /** + * Returns the current status of the instance. + */ + public status(): Promise; + /** + * Send an event to this instance. + */ + public sendEvent({ type, payload, }: { + type: string; + payload: unknown; + }): Promise; +} diff --git a/cloudflare-worker/edge-api/wrangler.jsonc b/cloudflare-worker/edge-api/wrangler.jsonc new file mode 100644 index 0000000000..28d56ab6be --- /dev/null +++ b/cloudflare-worker/edge-api/wrangler.jsonc @@ -0,0 +1,54 @@ +/** + * For more details on how to configure Wrangler, refer to: + * https://developers.cloudflare.com/workers/wrangler/configuration/ + */ +{ + "$schema": "node_modules/wrangler/config-schema.json", + "name": "lab17", + "main": "src/index.ts", + "compatibility_date": "2026-05-09", + "observability": { + "enabled": true + }, + "upload_source_maps": true, + "compatibility_flags": [ + "nodejs_compat" + ], + "vars": { + "APP_NAME": "lab17" + }, + "kv_namespaces": [ + { + "binding": "KV", + "id": "06c85990abb74fb3abe2c7362dfd27a4" + } + ] + /** + * Smart Placement + * https://developers.cloudflare.com/workers/configuration/smart-placement/#smart-placement + */ + // "placement": { "mode": "smart" } + /** + * Bindings + * Bindings allow your Worker to interact with resources on the Cloudflare Developer Platform, including + * databases, object storage, AI inference, real-time communication and more. + * https://developers.cloudflare.com/workers/runtime-apis/bindings/ + */ + /** + * Environment Variables + * https://developers.cloudflare.com/workers/wrangler/configuration/#environment-variables + * Note: Use secrets to store sensitive data. + * https://developers.cloudflare.com/workers/configuration/secrets/ + */ + // "vars": { "MY_VARIABLE": "production_value" } + /** + * Static Assets + * https://developers.cloudflare.com/workers/static-assets/binding/ + */ + // "assets": { "directory": "./public/", "binding": "ASSETS" } + /** + * Service Bindings (communicate between multiple Workers) + * https://developers.cloudflare.com/workers/wrangler/configuration/#service-bindings + */ + // "services": [ { "binding": "MY_SERVICE", "service": "my-service" } ] +} diff --git a/cloudflare-worker/screenshots/dashboard.png b/cloudflare-worker/screenshots/dashboard.png new file mode 100644 index 0000000000..884de30891 Binary files /dev/null and b/cloudflare-worker/screenshots/dashboard.png differ diff --git a/cloudflare-worker/screenshots/logs.png b/cloudflare-worker/screenshots/logs.png new file mode 100644 index 0000000000..35db008882 Binary files /dev/null and b/cloudflare-worker/screenshots/logs.png differ diff --git a/cloudflare-worker/screenshots/metrics.png b/cloudflare-worker/screenshots/metrics.png new file mode 100644 index 0000000000..2449862bbf Binary files /dev/null and b/cloudflare-worker/screenshots/metrics.png differ diff --git a/k8s/ARGOCD.md b/k8s/ARGOCD.md new file mode 100644 index 0000000000..cb8911e32a --- /dev/null +++ b/k8s/ARGOCD.md @@ -0,0 +1,105 @@ +# ArgoCD Setup +### Installation verification +```bash +kubectl get pods --namespace argocd +``` +```text +NAME READY STATUS RESTARTS AGE +argocd-application-controller-0 1/1 Running 0 78m +argocd-applicationset-controller-559566846f-shch5 1/1 Running 0 78m +argocd-dex-server-8f5687997-8t499 1/1 Running 0 78m +argocd-notifications-controller-56c7d65875-jbhv2 1/1 Running 0 78m +argocd-redis-fcd76bcfb-x97cm 1/1 Running 0 78m +argocd-repo-server-7b8447858f-2vcj4 1/1 Running 26 (10m ago) 78m +argocd-server-7f857f54f-m56tl 1/1 Running 0 78m +``` + +### UI access method +![Argo UI](/k8s/screenshots/argo_ui.png) + +### CLI configuration +![Argo UI](/k8s/screenshots/argo_cli_config.png) + +# Application Configuration +### Application manifests +Complete listing: +```yaml +apiVersion: argoproj.io/v1alpha1 +kind: Application +metadata: + name: python-app + namespace: argocd +spec: + project: default + source: + repoURL: https://github.com/Error10556/DevOps-Core-Course.git + targetRevision: lab13 + path: k8s/dinfochart + helm: + valueFiles: + - values.yaml + - values-dev.yaml + destination: + server: https://kubernetes.default.svc + namespace: default + syncPolicy: + syncOptions: + - CreateNamespace=true +``` + +# Multi-Environment +### Dev vs Prod configuration differences +The only differences are shown below: + +```diff +--- argocd/application-dev.yaml 2026-04-23 19:12:06.412196521 +0300 ++++ argocd/application-prod.yaml 2026-04-23 19:25:09.577043976 +0300 +@@ -12,13 +12,10 @@ + helm: + valueFiles: + - values.yaml +- - values-dev.yaml ++ - values-prod.yaml + destination: + server: https://kubernetes.default.svc +- namespace: dev ++ namespace: prod + syncPolicy: +- automated: +- prune: true +- selfHeal: true + syncOptions: + - CreateNamespace=true +``` + +### Sync policy differences and rationale +In production, automatic syncing may be dangerous. Syncing should be done manually when the team knows that the system +is stable (for example, if the staging environment rolled out fine). + +### Namespace separation +The development version of the app deployment will be located in the `dev` namespace, and the production will be in the +`prod` namespace to ensure no collisions. + +# Self-Healing Evidence +### Manual scale test with before/after +For example, assuming that the dev application is launched: +```bash +kubectl scale deployment devops-infoservice -n dev --replicas=2 +``` +After this, `argocd` automatically resets the replica count to 1. + +### Pod deletion test +Kubernetes restarts deleted pods on its own, I think, but still: +```bash +kubectl delete pods/python-app-dinfochart-6d448c7957-cxjxj +``` + +This command just resets the alive time counter. + +### Explanation of behaviors +ArgoCD automatically detects differences between the desired state and the real state of the deployment and can sync it +back to the desired state. + +# Screenshots + +See above. diff --git a/k8s/CONFIGMAPS.md b/k8s/CONFIGMAPS.md new file mode 100644 index 0000000000..540e652887 --- /dev/null +++ b/k8s/CONFIGMAPS.md @@ -0,0 +1,186 @@ +## Application Changes +### Description of visits counter implementation +I created a class VisitCounter, instances of which read from `/data/visits` upon creation and support incrementing. +When incrementing, the object locks a `Lock`, increments the attribute, and saves the value to `/data/visits`. + +The program creates one instance of `VisitCounter` and uses it in `GET /` (to increment) and `GET /visits` (to get the +current number of visits). + +### New endpoint documentation +`GET /visits` returns an object of the format +```json +{ + "visits": 123 +} +``` + +### Local testing evidence with Docker +I ran the new image with +```bash +docker run -it --rm -p 5000:5000 -e DEBUG=true -v ./data:/data timurusmanov/devops-infoservice:latest +``` + +Even after reloading, the number of visits does not reset: + +```bash +cat data/visits +``` +```text +5 +``` + +## ConfigMap Implementation +### ConfigMap template structure +Apart from the common fields, it just defines `data:`. + +### `config.json` content +```yaml +apiVersion: v1 +kind: ConfigMap +metadata: + name: {{ include "dinfochart.fullname" . }}-config +data: + config.json: |- +{{ .Files.Get "files/config.json" | indent 4 }} +--- +apiVersion: v1 +kind: ConfigMap +metadata: + name: {{ include "dinfochart.fullname" . }}-env +data: + APP_ENV: {{ .Values.environment | quote }} + LOG_LEVEL: {{ .Values.logLevel | quote }} +``` + +### How ConfigMap is mounted as file +It is done with volume mounts in `deployment.yaml`: + +```yaml +volumeMounts: + - name: app-config + mountPath: /config + readOnly: true +``` +... +```yaml +volumes: + - name: app-config + configMap: + name: {{ include "dinfochart.fullname" . }}-config +``` + +### How ConfigMap provides environment variables +In the `envFrom` section, using `configMapRef`: +```yaml +envFrom: + - configMapRef: + name: {{ include "dinfochart.fullname" . }}-env +``` + +### Verification outputs +```bash +kubectl get pods +``` +```text +NAME READY STATUS RESTARTS AGE +dinfochart-54c9dd4c9-crjtl 1/1 Running 0 10m +``` + +```text +kubectl exec dinfochart-54c9dd4c9-crjtl -it -- sh +/app # +/app # env +KUBERNETES_PORT=tcp://10.96.0.1:443 +KUBERNETES_SERVICE_PORT=443 +LOG_LEVEL= +DINFOCHART_PORT_80_TCP=tcp://10.109.215.47:80 +HOSTNAME=dinfochart-54c9dd4c9-crjtl +SHLVL=1 +HOME=/root +GPG_KEY=7169605F62C751356D054A26A821E680E5FA6305 +PYTHON_SHA256=2a84cd31dd8d8ea8aaff75de66fc1b4b0127dd5799aa50a64ae9a313885b4593 +DINFOCHART_SERVICE_HOST=10.109.215.47 +TERM=xterm +KUBERNETES_PORT_443_TCP_ADDR=10.96.0.1 +PATH=/venv/bin:/usr/local/bin:/usr/local/sbin:/usr/local/bin:/usr/sbin:/usr/bin:/sbin:/bin +KUBERNETES_PORT_443_TCP_PORT=443 +DINFOCHART_SERVICE_PORT=80 +KUBERNETES_PORT_443_TCP_PROTO=tcp +DINFOCHART_PORT=tcp://10.109.215.47:80 +PYTHON_VERSION=3.13.12 +DINFOCHART_PORT_80_TCP_ADDR=10.109.215.47 +KUBERNETES_PORT_443_TCP=tcp://10.96.0.1:443 +KUBERNETES_SERVICE_PORT_HTTPS=443 +DINFOCHART_PORT_80_TCP_PORT=80 +VIRTUAL_ENV=/venv +APP_ENV= +DINFOCHART_PORT_80_TCP_PROTO=tcp +KUBERNETES_SERVICE_HOST=10.96.0.1 +PWD=/app +/app # +/app # cat /config/config.json +{ + "appname": "devops-infoservice", + "environment": "prod", +} +``` + +## Persistent Volume +### PVC configuration explanation + + +### Access modes and storage class discussion +### Volume mount configuration +### Counter value before pod deletion +```bash +kubectl port-forward pods/dinfochart-667547c76b-n8m8j 8080:5000& +curl localhost:8080 +curl localhost:8080 +curl localhost:8080 +curl localhost:8080 +``` +```bash +curl localhost:8080/visits +``` +```text +4 +``` +### Pod deletion command +```bash +kubectl delete pod dinfochart-667547c76b-n8m8j +kubectl get pods +``` +```text +NAME READY STATUS RESTARTS AGE +dinfochart-667547c76b-p6w2c 1/1 Running 0 16s +``` +(The pod restarted) +### Counter value after new pod starts +```bash +curl localhost:8080/visits +``` +```text +4 +``` + +## ConfigMap vs Secret +### When to use ConfigMap +ConfigMap is for providing non-sensitive configuration details. + +### When to use Secret +`Secret` is for providing parameters whose value should not be seen by anybody. + +## Required Screenshots/Outputs: + +```bash +kubectl get configmap,pvc +``` +```text +NAME DATA AGE +configmap/dinfochart-config 1 30s +configmap/dinfochart-env 2 30s +configmap/kube-root-ca.crt 1 36m + +NAME STATUS VOLUME CAPACITY ACCESS MODES STORAGECLASS VOLUMEATTRIBUTESCLASS AGE +persistentvolumeclaim/dinfochart-data Bound pvc-11af931d-5ee4-4c4e-8364-cee981dc3183 100Mi RWO standard 30s +``` diff --git a/k8s/HELM.md b/k8s/HELM.md new file mode 100644 index 0000000000..726e0ca50a --- /dev/null +++ b/k8s/HELM.md @@ -0,0 +1,428 @@ +# Chart Overview +### Chart structure explanation +Here is the file tree structure: + +``` +dinfochart/ +├── charts +├── Chart.yaml +├── templates +│   ├── deployment.yaml +│   ├── _helpers.tpl +│   ├── hooks +│   │   ├── post-install-job.yaml +│   │   └── pre-install-job.yaml +│   ├── NOTES.txt +│   └── service.yaml +├── values-dev.yaml +├── values-prod.yaml +└── values.yaml +``` + +### Key template files and their purpose +- `_helpers.tpl`: defines helpful values for templates +- `deployment.yaml`: defines the structure for the k8s deployment +- `service.yaml`: defines the structure for the k8s service + +### Values organization strategy +We extract the values or blocks that we would like to be configurable from the `.yaml` files into `values.yaml`, +preserving the original names for clarity. + +# Configuration Guide +### Important values and their purpose + +- `replicaCount`: number of pods that will be run. +- `image`: the information about which image to pull (name, tag) +- `service`: configuration for the reverse proxy +- `resources`: limits and reservations for memory and CPU time +- `livenessProbe`: command for checking the responsiveness of a container +- `readinessProbe`: command for checking the health of a container + +### How to customize for different environments +We define another value file with overrides and later supply it in the command: + +```bash +helm install myapp-dev k8s/mychart -f k8s/mychart/values-dev.yaml +``` + +Or specify overrides right in the command line: +```bash +helm install myapp k8s/mychart --set replicaCount=10 +``` + +### Example installations with different configurations +As shown in the lab material: +```bash +# Development +helm install myapp-dev k8s/mychart -f k8s/mychart/values-dev.yaml + +# Production +helm install myapp-prod k8s/mychart -f k8s/mychart/values-prod.yaml + +# Override specific value +helm install myapp k8s/mychart --set replicaCount=10 +``` + +# Hook Implementation +### What hooks you implemented and why +I implemented the pre-install hook and the post-install one. I did that because it was prescribed by the lab. + +### Hook execution order and weights +Hook | Order | Weight +------------------------------ +Pre-install | Before | -5 +Post-install | After | 5 + +### Deletion policies explanation +It allows to set a rule that dictates when the executed hook jobs will be deleted. `before-hook-creation` means right +before the hook is run, its previous invokation will be deleted. `hook-succeeded` and `hook-failed` delete the hook +immediately after it succeeds or fails (respectively). + +# Installation Evidence +### `helm list` output +```text +NAME NAMESPACE REVISION UPDATED STATUS CHART APP VERSION +myrelease default 1 2026-04-02 18:01:48.36966193 +0300 MSK deployed dinfochart-0.1.0 1.1.1 +``` + +### `kubectl get all` showing deployed resources +```text +NAME READY STATUS RESTARTS AGE +pod/myrelease-dinfochart-5b67fb98d9-2jk9d 1/1 Running 0 22m +pod/myrelease-dinfochart-5b67fb98d9-8c448 1/1 Running 0 22m +pod/myrelease-dinfochart-5b67fb98d9-fq5mz 1/1 Running 0 22m +pod/myrelease-dinfochart-5b67fb98d9-v5zjk 1/1 Running 0 22m +pod/myrelease-dinfochart-5b67fb98d9-wtx52 1/1 Running 0 22m + +NAME TYPE CLUSTER-IP EXTERNAL-IP PORT(S) AGE +service/kubernetes ClusterIP 10.96.0.1 443/TCP 9d +service/myrelease-dinfochart NodePort 10.102.118.72 80:30952/TCP 22m + +NAME READY UP-TO-DATE AVAILABLE AGE +deployment.apps/myrelease-dinfochart 5/5 5 5 22m + +NAME DESIRED CURRENT READY AGE +replicaset.apps/myrelease-dinfochart-5b67fb98d9 5 5 5 22m +``` +### Hook execution output (`kubectl get jobs`, `kubectl describe job`) +As per the deletion policy, the hook jobs get deleted after they run and succeed, which is my case. These commands +report errors because there are no jobs to inspect. + +### Different environment deployments (dev vs prod) +`dev` is for testing the latest changes (with the `latest` tag, plenty of resources). + +`prod` is for deployment on a real cluster (with a fixed version and limited resources). + +# Operations +### Installation commands used +```text +helm install [-f ] +``` + +### How to upgrade a release +```bash +helm upgrade myrelease ./mychart +``` + +### How to rollback +```bash +helm rollback myrelease 1 +``` + +### How to uninstall +```bash +helm uninstall myrelease +``` + +# Testing & Validation +### `helm lint` output +```text +==> Linting dinfochart/ +[INFO] Chart.yaml: icon is recommended + +1 chart(s) linted, 0 chart(s) failed +``` + +### `helm template` verification +```yaml +--- +# Source: dinfochart/templates/service.yaml +apiVersion: v1 +kind: Service +metadata: + name: release-name-dinfochart + labels: + helm.sh/chart: dinfochart-0.1.0 + app.kubernetes.io/name: dinfochart + app.kubernetes.io/instance: release-name + app.kubernetes.io/version: "1.1.1" + app.kubernetes.io/managed-by: Helm +spec: + type: NodePort + selector: + app.kubernetes.io/name: dinfochart + app.kubernetes.io/instance: release-name + ports: + - protocol: TCP + port: 80 + targetPort: 5000 +--- +# Source: dinfochart/templates/deployment.yaml +apiVersion: apps/v1 +kind: Deployment +metadata: + name: release-name-dinfochart + labels: + helm.sh/chart: dinfochart-0.1.0 + app.kubernetes.io/name: dinfochart + app.kubernetes.io/instance: release-name + app.kubernetes.io/version: "1.1.1" + app.kubernetes.io/managed-by: Helm +spec: + replicas: 5 + selector: + matchLabels: + app.kubernetes.io/name: dinfochart + app.kubernetes.io/instance: release-name + strategy: + type: RollingUpdate + rollingUpdate: + maxSurge: 1 # Extra pods during update + maxUnavailable: 0 # Ensure availability + template: + metadata: + labels: + helm.sh/chart: dinfochart-0.1.0 + app.kubernetes.io/name: dinfochart + app.kubernetes.io/instance: release-name + app.kubernetes.io/version: "1.1.1" + app.kubernetes.io/managed-by: Helm + spec: + containers: + - name: dinfochart + image: "timurusmanov/devops-infoservice:1.1.1" + ports: + - containerPort: 80 + resources: + limits: + cpu: 200m + memory: 256Mi + requests: + cpu: 100m + memory: 128Mi + livenessProbe: + httpGet: + path: /health + port: 5000 + initialDelaySeconds: 10 + periodSeconds: 5 + readinessProbe: + httpGet: + path: /health + port: 5000 + initialDelaySeconds: 5 + periodSeconds: 3 +--- +# Source: dinfochart/templates/hooks/post-install-job.yaml +apiVersion: batch/v1 +kind: Job +metadata: + name: 'release-name-dinfochart-post-install' + labels: + helm.sh/chart: dinfochart-0.1.0 + app.kubernetes.io/name: dinfochart + app.kubernetes.io/instance: release-name + app.kubernetes.io/version: "1.1.1" + app.kubernetes.io/managed-by: Helm + annotations: + "helm.sh/hook": post-install + "helm.sh/hook-weight": "5" + "helm.sh/hook-delete-policy": hook-succeeded +spec: + template: + metadata: + name: 'release-name-dinfochart-post-install' + spec: + restartPolicy: Never + containers: + - name: post-install-job + image: busybox + command: ['sh', '-c', 'echo Post-install validation && sleep 1 && echo Validation passed'] +--- +# Source: dinfochart/templates/hooks/pre-install-job.yaml +apiVersion: batch/v1 +kind: Job +metadata: + name: 'release-name-dinfochart-pre-install' + labels: + helm.sh/chart: dinfochart-0.1.0 + app.kubernetes.io/name: dinfochart + app.kubernetes.io/instance: release-name + app.kubernetes.io/version: "1.1.1" + app.kubernetes.io/managed-by: Helm + annotations: + "helm.sh/hook": pre-install + "helm.sh/hook-weight": "-5" + "helm.sh/hook-delete-policy": hook-succeeded +spec: + template: + metadata: + name: 'release-name-dinfochart-pre-install' + spec: + restartPolicy: Never + containers: + - name: pre-install-job + image: busybox + command: ['sh', '-c', 'echo Pre-install task running && sleep 1 && echo Pre-install completed'] +``` + +### Dry-run output +```yaml +NAME: test-release +LAST DEPLOYED: Thu Apr 2 18:29:57 2026 +NAMESPACE: default +STATUS: pending-install +REVISION: 1 +DESCRIPTION: Dry run complete +TEST SUITE: None +HOOKS: +--- +# Source: dinfochart/templates/hooks/post-install-job.yaml +apiVersion: batch/v1 +kind: Job +metadata: + name: 'test-release-dinfochart-post-install' + labels: + helm.sh/chart: dinfochart-0.1.0 + app.kubernetes.io/name: dinfochart + app.kubernetes.io/instance: test-release + app.kubernetes.io/version: "1.1.1" + app.kubernetes.io/managed-by: Helm + annotations: + "helm.sh/hook": post-install + "helm.sh/hook-weight": "5" + "helm.sh/hook-delete-policy": hook-succeeded +spec: + template: + metadata: + name: 'test-release-dinfochart-post-install' + spec: + restartPolicy: Never + containers: + - name: post-install-job + image: busybox + command: ['sh', '-c', 'echo Post-install validation && sleep 1 && echo Validation passed'] +--- +# Source: dinfochart/templates/hooks/pre-install-job.yaml +apiVersion: batch/v1 +kind: Job +metadata: + name: 'test-release-dinfochart-pre-install' + labels: + helm.sh/chart: dinfochart-0.1.0 + app.kubernetes.io/name: dinfochart + app.kubernetes.io/instance: test-release + app.kubernetes.io/version: "1.1.1" + app.kubernetes.io/managed-by: Helm + annotations: + "helm.sh/hook": pre-install + "helm.sh/hook-weight": "-5" + "helm.sh/hook-delete-policy": hook-succeeded +spec: + template: + metadata: + name: 'test-release-dinfochart-pre-install' + spec: + restartPolicy: Never + containers: + - name: pre-install-job + image: busybox + command: ['sh', '-c', 'echo Pre-install task running && sleep 1 && echo Pre-install completed'] +MANIFEST: +--- +# Source: dinfochart/templates/service.yaml +apiVersion: v1 +kind: Service +metadata: + name: test-release-dinfochart + labels: + helm.sh/chart: dinfochart-0.1.0 + app.kubernetes.io/name: dinfochart + app.kubernetes.io/instance: test-release + app.kubernetes.io/version: "1.1.1" + app.kubernetes.io/managed-by: Helm +spec: + type: NodePort + selector: + app.kubernetes.io/name: dinfochart + app.kubernetes.io/instance: test-release + ports: + - protocol: TCP + port: 80 + targetPort: 5000 +--- +# Source: dinfochart/templates/deployment.yaml +apiVersion: apps/v1 +kind: Deployment +metadata: + name: test-release-dinfochart + labels: + helm.sh/chart: dinfochart-0.1.0 + app.kubernetes.io/name: dinfochart + app.kubernetes.io/instance: test-release + app.kubernetes.io/version: "1.1.1" + app.kubernetes.io/managed-by: Helm +spec: + replicas: 5 + selector: + matchLabels: + app.kubernetes.io/name: dinfochart + app.kubernetes.io/instance: test-release + strategy: + type: RollingUpdate + rollingUpdate: + maxSurge: 1 # Extra pods during update + maxUnavailable: 0 # Ensure availability + template: + metadata: + labels: + helm.sh/chart: dinfochart-0.1.0 + app.kubernetes.io/name: dinfochart + app.kubernetes.io/instance: test-release + app.kubernetes.io/version: "1.1.1" + app.kubernetes.io/managed-by: Helm + spec: + containers: + - name: dinfochart + image: "timurusmanov/devops-infoservice:1.1.1" + ports: + - containerPort: 80 + resources: + limits: + cpu: 200m + memory: 256Mi + requests: + cpu: 100m + memory: 128Mi + livenessProbe: + httpGet: + path: /health + port: 5000 + initialDelaySeconds: 10 + periodSeconds: 5 + readinessProbe: + httpGet: + path: /health + port: 5000 + initialDelaySeconds: 5 + periodSeconds: 3 +``` + +### Application accessibility verification +```bash +kubectl port-forward service/myrelease-dinfochart 8080:80 & +curl localhost:8080/health +``` +```json +{"status":"healthy","timestamp":"2026-04-02T15:35:47.354190+00:00","uptime_seconds":2010} +``` diff --git a/k8s/LAB09.md b/k8s/LAB09.md new file mode 100644 index 0000000000..39f76ade4f --- /dev/null +++ b/k8s/LAB09.md @@ -0,0 +1,189 @@ +# Task 1 + +Terminal output: +```sh +kubectl cluster-info +``` +```text +Kubernetes control plane is running at https://192.168.49.2:8443 +CoreDNS is running at https://192.168.49.2:8443/api/v1/namespaces/kube-system/services/kube-dns:dns/proxy + +To further debug and diagnose cluster problems, use 'kubectl cluster-info dump'. +``` + +```sh +kubectl get nodes +``` +```text +NAME STATUS ROLES AGE VERSION +minikube Ready control-plane 41m v1.35.1 +``` +Explanation: I chose minikube as the de-facto default choice for local cluster setup. + +# Task 2 + +```sh +kubectl describe deployment devops-infoservice +``` +```text +Name: devops-infoservice +Namespace: default +CreationTimestamp: Tue, 24 Mar 2026 14:21:22 +0300 +Labels: app=devops-infoservice +Annotations: deployment.kubernetes.io/revision: 1 +Selector: app=devops-infoservice +Replicas: 3 desired | 3 updated | 3 total | 3 available | 0 unavailable +StrategyType: RollingUpdate +MinReadySeconds: 0 +RollingUpdateStrategy: 25% max unavailable, 25% max surge +Pod Template: + Labels: app=devops-infoservice + Containers: + devops-infoservice: + Image: 127.0.0.1:5000/timurusmanov/devops-infoservice:latest + Port: 5000/TCP + Host Port: 0/TCP + Limits: + cpu: 200m + memory: 256Mi + Requests: + cpu: 100m + memory: 128Mi + Liveness: http-get http://:5000/health delay=10s timeout=1s period=10s #success=1 #failure=3 + Readiness: http-get http://:5000/health delay=5s timeout=1s period=10s #success=1 #failure=3 + Environment: + Mounts: + Volumes: + Node-Selectors: + Tolerations: +Conditions: + Type Status Reason + ---- ------ ------ + Available True MinimumReplicasAvailable + Progressing True NewReplicaSetAvailable +OldReplicaSets: +NewReplicaSet: devops-infoservice-684dd6c4d7 (3/3 replicas created) +Events: + Type Reason Age From Message + ---- ------ ---- ---- ------- + Normal ScalingReplicaSet 6m38s deployment-controller Scaled up replica set devops-infoservice-684dd6c4d7 from 0 to 3 +``` + +# Task 3 + +Verification: +```sh +kubectl get services +``` +```text +NAME TYPE CLUSTER-IP EXTERNAL-IP PORT(S) AGE +devops-infoservice-service NodePort 10.106.40.29 80:30080/TCP 6m38s +kubernetes ClusterIP 10.96.0.1 443/TCP 146m +``` +```sh +kubectl describe service devops-infoservice-service +``` +```text +Name: devops-infoservice-service +Namespace: default +Labels: +Annotations: +Selector: app=devops-infoservice +Type: NodePort +IP Family Policy: SingleStack +IP Families: IPv4 +IP: 10.106.40.29 +IPs: 10.106.40.29 +Port: 80/TCP +TargetPort: 5000/TCP +NodePort: 30080/TCP +Endpoints: 10.244.0.46:5000,10.244.0.45:5000,10.244.0.44:5000 +Session Affinity: None +External Traffic Policy: Cluster +Internal Traffic Policy: Cluster +Events: +``` +```sh +kubectl get endpoints +``` +```text +Warning: v1 Endpoints is deprecated in v1.33+; use discovery.k8s.io/v1 EndpointSlice +NAME ENDPOINTS AGE +devops-infoservice-service 10.244.0.44:5000,10.244.0.45:5000,10.244.0.46:5000 6m50s +kubernetes 192.168.49.2:8443 147m +``` + +# Task 4 + +## Scaling + +```sh +kubectl apply -f k8s/deployment.yml +``` +```text +deployment.apps/devops-infoservice configured +``` +```sh +kubectl get pods +``` +```text +NAME READY STATUS RESTARTS AGE +devops-infoservice-684dd6c4d7-2hnv5 1/1 Running 0 53s +devops-infoservice-684dd6c4d7-dbn8f 1/1 Running 0 53s +devops-infoservice-684dd6c4d7-h7sbd 1/1 Running 0 19m +devops-infoservice-684dd6c4d7-s645x 1/1 Running 0 19m +devops-infoservice-684dd6c4d7-w87mf 1/1 Running 0 19m +``` + +## Rolling updates + +(Changed the tag to 1.0.0) + +```sh +kubectl apply -f k8s/deployment.yml +``` +```text +deployment.apps/devops-infoservice configured +``` +```sh +kubectl rollout status deployment/devops-infoservice +``` +```text +Waiting for deployment "devops-infoservice" rollout to finish: 1 out of 5 new replicas have been updated... +Waiting for deployment "devops-infoservice" rollout to finish: 1 out of 5 new replicas have been updated... +Waiting for deployment "devops-infoservice" rollout to finish: 1 out of 5 new replicas have been updated... +Waiting for deployment "devops-infoservice" rollout to finish: 2 out of 5 new replicas have been updated... +Waiting for deployment "devops-infoservice" rollout to finish: 2 out of 5 new replicas have been updated... +Waiting for deployment "devops-infoservice" rollout to finish: 2 out of 5 new replicas have been updated... +Waiting for deployment "devops-infoservice" rollout to finish: 2 out of 5 new replicas have been updated... +Waiting for deployment "devops-infoservice" rollout to finish: 3 out of 5 new replicas have been updated... +Waiting for deployment "devops-infoservice" rollout to finish: 3 out of 5 new replicas have been updated... +Waiting for deployment "devops-infoservice" rollout to finish: 3 out of 5 new replicas have been updated... +Waiting for deployment "devops-infoservice" rollout to finish: 3 out of 5 new replicas have been updated... +Waiting for deployment "devops-infoservice" rollout to finish: 4 out of 5 new replicas have been updated... +Waiting for deployment "devops-infoservice" rollout to finish: 4 out of 5 new replicas have been updated... +Waiting for deployment "devops-infoservice" rollout to finish: 4 out of 5 new replicas have been updated... +Waiting for deployment "devops-infoservice" rollout to finish: 4 out of 5 new replicas have been updated... +Waiting for deployment "devops-infoservice" rollout to finish: 1 old replicas are pending termination... +Waiting for deployment "devops-infoservice" rollout to finish: 1 old replicas are pending termination... +Waiting for deployment "devops-infoservice" rollout to finish: 1 old replicas are pending termination... +deployment "devops-infoservice" successfully rolled out +``` +```sh +kubectl rollout history deployment/devops-infoservice +``` +```text +deployment.apps/devops-infoservice +REVISION CHANGE-CAUSE +1 +2 +``` +```sh +kubectl rollout undo deployment/devops-infoservice +``` +```text +deployment.apps/devops-infoservice rolled back +``` + +# Task 5 +See `k8s/README.md` diff --git a/k8s/LAB10.md b/k8s/LAB10.md new file mode 100644 index 0000000000..02f6061fef --- /dev/null +++ b/k8s/LAB10.md @@ -0,0 +1,447 @@ +# Task 1 + +### Installation +```sh +sudo pacman -S --needed helm +``` +```text +warning: helm-4.1.3-1 is up to date -- skipping + there is nothing to do +``` + +### Version +```sh +helm version +``` +```text +version.BuildInfo{Version:"v4.1.3", GitCommit:"c94d381b03be117e7e57908edbf642104e00eb8f", GitTreeState:"", GoVersion:"go1.26.1-X:nodwarf5", KubeClientVersion:"v1.35"} +``` + +### Output of exploring a public chart + +```sh +helm show chart prometheus-community/prometheus +``` +```yaml +annotations: + artifacthub.io/license: Apache-2.0 + artifacthub.io/links: | + - name: Chart Source + url: https://github.com/prometheus-community/helm-charts + - name: Upstream Project + url: https://github.com/prometheus/prometheus +apiVersion: v2 +appVersion: v3.10.0 +dependencies: +- condition: alertmanager.enabled + name: alertmanager + repository: https://prometheus-community.github.io/helm-charts + version: 1.34.* +- condition: kube-state-metrics.enabled + name: kube-state-metrics + repository: https://prometheus-community.github.io/helm-charts + version: 7.2.* +- condition: prometheus-node-exporter.enabled + name: prometheus-node-exporter + repository: https://prometheus-community.github.io/helm-charts + version: 4.52.* +- condition: prometheus-pushgateway.enabled + name: prometheus-pushgateway + repository: https://prometheus-community.github.io/helm-charts + version: 3.6.* +description: Prometheus is a monitoring system and time series database. +home: https://prometheus.io/ +icon: https://raw.githubusercontent.com/prometheus/prometheus.github.io/master/assets/prometheus_logo-cb55bb5c346.png +keywords: +- monitoring +- prometheus +kubeVersion: '>=1.19.0-0' +maintainers: +- email: gianrubio@gmail.com + name: gianrubio + url: https://github.com/gianrubio +- email: zanhsieh@gmail.com + name: zanhsieh + url: https://github.com/zanhsieh +- email: miroslav.hadzhiev@gmail.com + name: Xtigyro + url: https://github.com/Xtigyro +- email: naseem@transit.app + name: naseemkullah + url: https://github.com/naseemkullah +- email: rootsandtrees@posteo.de + name: zeritti + url: https://github.com/zeritti +name: prometheus +sources: +- https://github.com/prometheus/alertmanager +- https://github.com/prometheus/prometheus +- https://github.com/prometheus/pushgateway +- https://github.com/prometheus/node_exporter +- https://github.com/kubernetes/kube-state-metrics +type: application +version: 28.14.1 +``` + +# Task 2 + +```sh +helm lint dinfochart +``` +```text +==> Linting dinfochart +[INFO] Chart.yaml: icon is recommended + +1 chart(s) linted, 0 chart(s) failed +``` + +```sh +helm template dinfochart dinfochart/ +``` +```yaml +--- +# Source: dinfochart/templates/service.yaml +apiVersion: v1 +kind: Service +metadata: + name: dinfochart + labels: + helm.sh/chart: dinfochart-0.1.0 + app.kubernetes.io/name: dinfochart + app.kubernetes.io/instance: dinfochart + app.kubernetes.io/version: "1.1.1" + app.kubernetes.io/managed-by: Helm +spec: + type: NodePort + selector: + app.kubernetes.io/name: dinfochart + app.kubernetes.io/instance: dinfochart + ports: + - protocol: TCP + port: 80 + targetPort: 5000 +--- +# Source: dinfochart/templates/deployment.yaml +apiVersion: apps/v1 +kind: Deployment +metadata: + name: dinfochart + labels: + helm.sh/chart: dinfochart-0.1.0 + app.kubernetes.io/name: dinfochart + app.kubernetes.io/instance: dinfochart + app.kubernetes.io/version: "1.1.1" + app.kubernetes.io/managed-by: Helm +spec: + replicas: 5 + selector: + matchLabels: + app.kubernetes.io/name: dinfochart + app.kubernetes.io/instance: dinfochart + strategy: + type: RollingUpdate + rollingUpdate: + maxSurge: 1 # Extra pods during update + maxUnavailable: 0 # Ensure availability + template: + metadata: + labels: + helm.sh/chart: dinfochart-0.1.0 + app.kubernetes.io/name: dinfochart + app.kubernetes.io/instance: dinfochart + app.kubernetes.io/version: "1.1.1" + app.kubernetes.io/managed-by: Helm + spec: + containers: + - name: dinfochart + image: "timurusmanov/devops-infoservice:1.1.1" + ports: + - containerPort: 80 + resources: + limits: + cpu: 200m + memory: 256Mi + requests: + cpu: 100m + memory: 128Mi + livenessProbe: + httpGet: + path: /health + port: 5000 + initialDelaySeconds: 10 + periodSeconds: 5 + readinessProbe: + httpGet: + path: /health + port: 5000 + initialDelaySeconds: 5 + periodSeconds: 3 +``` + +```sh +helm install --dry-run --debug test-release dinfochart/ +``` +```text +level=WARN msg="--dry-run is deprecated and should be replaced with '--dry-run=client'" +level=DEBUG msg="Original chart version" version="" +level=DEBUG msg="Chart path" path=/home/timur/proj/DevOps-Core-Course/k8s/dinfochart +level=DEBUG msg="number of dependencies in the chart" chart=dinfochart dependencies=0 +NAME: test-release +LAST DEPLOYED: Thu Apr 2 17:17:49 2026 +NAMESPACE: default +STATUS: pending-install +REVISION: 1 +DESCRIPTION: Dry run complete +TEST SUITE: None +USER-SUPPLIED VALUES: +{} + +COMPUTED VALUES: +image: + pullPolicy: IfNotPresent + repository: timurusmanov/devops-infoservice + tag: 1.1.1 +livenessProbe: + httpGet: + path: /health + port: 5000 + initialDelaySeconds: 10 + periodSeconds: 5 +readinessProbe: + httpGet: + path: /health + port: 5000 + initialDelaySeconds: 5 + periodSeconds: 3 +replicaCount: 5 +resources: + limits: + cpu: 200m + memory: 256Mi + requests: + cpu: 100m + memory: 128Mi +service: + port: 80 + targetPort: 5000 + type: NodePort + +HOOKS: +MANIFEST: +--- +# Source: dinfochart/templates/service.yaml +apiVersion: v1 +kind: Service +metadata: + name: test-release-dinfochart + labels: + helm.sh/chart: dinfochart-0.1.0 + app.kubernetes.io/name: dinfochart + app.kubernetes.io/instance: test-release + app.kubernetes.io/version: "1.1.1" + app.kubernetes.io/managed-by: Helm +spec: + type: NodePort + selector: + app.kubernetes.io/name: dinfochart + app.kubernetes.io/instance: test-release + ports: + - protocol: TCP + port: 80 + targetPort: 5000 +--- +# Source: dinfochart/templates/deployment.yaml +apiVersion: apps/v1 +kind: Deployment +metadata: + name: test-release-dinfochart + labels: + helm.sh/chart: dinfochart-0.1.0 + app.kubernetes.io/name: dinfochart + app.kubernetes.io/instance: test-release + app.kubernetes.io/version: "1.1.1" + app.kubernetes.io/managed-by: Helm +spec: + replicas: 5 + selector: + matchLabels: + app.kubernetes.io/name: dinfochart + app.kubernetes.io/instance: test-release + strategy: + type: RollingUpdate + rollingUpdate: + maxSurge: 1 # Extra pods during update + maxUnavailable: 0 # Ensure availability + template: + metadata: + labels: + helm.sh/chart: dinfochart-0.1.0 + app.kubernetes.io/name: dinfochart + app.kubernetes.io/instance: test-release + app.kubernetes.io/version: "1.1.1" + app.kubernetes.io/managed-by: Helm + spec: + containers: + - name: dinfochart + image: "timurusmanov/devops-infoservice:1.1.1" + ports: + - containerPort: 80 + resources: + limits: + cpu: 200m + memory: 256Mi + requests: + cpu: 100m + memory: 128Mi + livenessProbe: + httpGet: + path: /health + port: 5000 + initialDelaySeconds: 10 + periodSeconds: 5 + readinessProbe: + httpGet: + path: /health + port: 5000 + initialDelaySeconds: 5 + periodSeconds: 3 + +``` + +```sh +helm install myrelease dinfochart/ +``` +```text +NAME: myrelease +LAST DEPLOYED: Thu Apr 2 17:18:20 2026 +NAMESPACE: default +STATUS: deployed +REVISION: 1 +DESCRIPTION: Install complete +TEST SUITE: None +``` + +# Task 4 + +```sh +# Lint chart +helm lint k8s/dinfochart +``` +```text +==> Linting k8s/dinfochart +[INFO] Chart.yaml: icon is recommended + +1 chart(s) linted, 0 chart(s) failed +``` + +```sh +# Dry run to see hooks +helm install --dry-run=client --debug test-release k8s/dinfochart | grep -A 20 "HOOK\|hook" +``` +```text +level=DEBUG msg="Original chart version" version="" +level=DEBUG msg="Chart path" path=/home/timur/proj/DevOps-Core-Course/k8s/dinfochart +level=DEBUG msg="number of dependencies in the chart" chart=dinfochart dependencies=0 +HOOKS: +--- +# Source: dinfochart/templates/hooks/post-install-job.yaml +apiVersion: batch/v1 +kind: Job +metadata: + name: 'test-release-dinfochart-post-install' + labels: + helm.sh/chart: dinfochart-0.1.0 + app.kubernetes.io/name: dinfochart + app.kubernetes.io/instance: test-release + app.kubernetes.io/version: "1.1.1" + app.kubernetes.io/managed-by: Helm + annotations: + "helm.sh/hook": post-install + "helm.sh/hook-weight": "5" + "helm.sh/hook-delete-policy": hook-succeeded +spec: + template: + metadata: + name: 'test-release-dinfochart-post-install' + spec: + restartPolicy: Never + containers: + - name: post-install-job + image: busybox + command: ['sh', '-c', 'echo Post-install validation && sleep 1 && echo Validation passed'] +--- +# Source: dinfochart/templates/hooks/pre-install-job.yaml +apiVersion: batch/v1 +kind: Job +metadata: + name: 'test-release-dinfochart-pre-install' + labels: + helm.sh/chart: dinfochart-0.1.0 + app.kubernetes.io/name: dinfochart + app.kubernetes.io/instance: test-release + app.kubernetes.io/version: "1.1.1" + app.kubernetes.io/managed-by: Helm + annotations: + "helm.sh/hook": pre-install + "helm.sh/hook-weight": "-5" + "helm.sh/hook-delete-policy": hook-succeeded +spec: + template: + metadata: + name: 'test-release-dinfochart-pre-install' + spec: + restartPolicy: Never + containers: + - name: pre-install-job + image: busybox + command: ['sh', '-c', 'echo Pre-install task running && sleep 1 && echo Pre-install completed'] +MANIFEST: +--- +# Source: dinfochart/templates/service.yaml +apiVersion: v1 +kind: Service +metadata: + name: test-release-dinfochart + labels: + helm.sh/chart: dinfochart-0.1.0 + app.kubernetes.io/name: dinfochart +``` + +```sh +# Install and watch hooks +helm install myrelease k8s/dinfochart +kubectl get jobs -w +kubectl get pods -w +``` +```text +NAME: myrelease +LAST DEPLOYED: Thu Apr 2 18:01:48 2026 +NAMESPACE: default +STATUS: deployed +REVISION: 1 +DESCRIPTION: Install complete +TEST SUITE: None +``` +```text +No resources found in default namespace. +``` +```text +NAME READY STATUS RESTARTS AGE +myrelease-dinfochart-5b67fb98d9-2jk9d 1/1 Running 0 39s +myrelease-dinfochart-5b67fb98d9-8c448 1/1 Running 0 39s +myrelease-dinfochart-5b67fb98d9-fq5mz 1/1 Running 0 39s +myrelease-dinfochart-5b67fb98d9-v5zjk 1/1 Running 0 39s +myrelease-dinfochart-5b67fb98d9-wtx52 1/1 Running 0 39s +``` + +```sh +# Verify deletion policy worked +kubectl get jobs +``` +```text +No resources found in default namespace. +``` + +# Task 5 + +Refer to `k8s/HELM.md`. diff --git a/k8s/MONITORING.md b/k8s/MONITORING.md new file mode 100644 index 0000000000..e395e822e5 --- /dev/null +++ b/k8s/MONITORING.md @@ -0,0 +1,80 @@ +# Stack Components +### Prometheus Operator +Simplifies Prometheus management + +### Prometheus +Pulls metrics and allows querying them with PromQL + +### Alertmanager +Sets up alerting + +### Grafana +Displays metrics by Prometheus on a web UI + +### kube-state-metrics +Provides metrics of Kubernetes pods + +# Installation Evidence +```bash +kubectl get po,svc -n monitoring +``` +```text +NAME READY STATUS RESTARTS AGE +pod/alertmanager-monitoring-kube-prometheus-alertmanager-0 2/2 Running 0 10m +pod/monitoring-grafana-86c44d45cc-h8w2v 3/3 Running 0 10m +pod/monitoring-kube-prometheus-operator-54f68d65b4-x6ldq 1/1 Running 0 10m +pod/monitoring-kube-state-metrics-5957bd45bc-9rt9l 1/1 Running 0 10m +pod/monitoring-prometheus-node-exporter-g7sn7 1/1 Running 0 10m +pod/prometheus-monitoring-kube-prometheus-prometheus-0 2/2 Running 0 10m + +NAME TYPE CLUSTER-IP EXTERNAL-IP PORT(S) AGE +service/alertmanager-operated ClusterIP None 9093/TCP,9094/TCP,9094/UDP 10m +service/monitoring-grafana ClusterIP 10.99.77.146 80/TCP 10m +service/monitoring-kube-prometheus-alertmanager ClusterIP 10.103.60.121 9093/TCP,8080/TCP 10m +service/monitoring-kube-prometheus-operator ClusterIP 10.98.160.147 443/TCP 10m +service/monitoring-kube-prometheus-prometheus ClusterIP 10.96.72.173 9090/TCP,8080/TCP 10m +service/monitoring-kube-state-metrics ClusterIP 10.110.127.71 8080/TCP 10m +service/monitoring-prometheus-node-exporter ClusterIP 10.96.201.21 9100/TCP 10m +service/prometheus-operated ClusterIP None 9090/TCP 10m +``` + +# Dashboard Answers + +### Pod Resources +![Pod Resources](/k8s/screenshots/monitoring_cpu_memory.png) + +### Namespace Analysis +Since the prepared dashboards are BROKEN!!!, I did this with a custom query: +![Namespace Analysis](/k8s/screenshots/monitoring_cpu_namespace.png) + +It shows that dinfochart-0 is uses 0.08 CPUs, while others use 0. That is because I run `curl` in a loop that requests +from dinfochart-0. + +### Node Metrics +Again, queries by me: + +![Node Metrics MB](/k8s/screenshots/monitoring_memory_MB.png) + +(in MB) + +![Node Metrics Percent](/k8s/screenshots/monitoring_memory_percent.png) + +(in %) + +### Kubelet +![Kubelet](/k8s/screenshots/monitoring_kubelet.png) + +18 pods, 37 containers. + +### Network +It seems that kubernetes does not provide traffic monitoring for headless services. At least I could not find the +metric. + +### Alerts +![Kubelet](/k8s/screenshots/monitoring_alerts.png) + +6 alerts. + +# Init Containers + +See directory `init-containers` for the K8s deployments. Very good deployments, the best really. See for yourself. diff --git a/k8s/README.md b/k8s/README.md new file mode 100644 index 0000000000..195ea041d6 --- /dev/null +++ b/k8s/README.md @@ -0,0 +1,141 @@ +# Architecture Overview +## Diagram or description of your deployment architecture +I deploy 5 replicas of `devops-infoservice` to the `minikube` container. I use a kubernetes service as a load balancer. + +## How many Pods, which Services, networking flow +There are 5 pods and 1 service that connects them with the "outside". + +## Resource allocation strategy +We allocate 128MiB of space and 0.1CPU per Pod and allow at most 256MiB of space and 0.2CPU per Pod. + +# Manifest Files +## Brief description of each manifest +`deployment.yml` provides information about the desired running containers. + +`service.yml` provides information about the desired port forwarding configuration. + +## Key configuration choices +Described in the lab requirements. + +## Why you chose specific values (replicas, resources, etc.) +As required by the lab. + +# Deployment Evidence +## `kubectl get all` output + +```text +NAME READY STATUS RESTARTS AGE +pod/devops-infoservice-684dd6c4d7-69gqw 1/1 Running 0 11m +pod/devops-infoservice-684dd6c4d7-8zv2m 1/1 Running 0 10m +pod/devops-infoservice-684dd6c4d7-jr9mt 1/1 Running 0 10m +pod/devops-infoservice-684dd6c4d7-k4s5b 1/1 Running 0 11m +pod/devops-infoservice-684dd6c4d7-zg8cd 1/1 Running 0 10m + +NAME TYPE CLUSTER-IP EXTERNAL-IP PORT(S) AGE +service/devops-infoservice-service NodePort 10.106.40.29 80:30080/TCP 29m +service/kubernetes ClusterIP 10.96.0.1 443/TCP 169m + +NAME READY UP-TO-DATE AVAILABLE AGE +deployment.apps/devops-infoservice 5/5 5 5 39m + +NAME DESIRED CURRENT READY AGE +replicaset.apps/devops-infoservice-5f7f6cb59c 0 0 0 14m +replicaset.apps/devops-infoservice-684dd6c4d7 5 5 5 39m +``` + +## `kubectl get pods,svc` with detailed view +```text +NAME READY STATUS RESTARTS AGE +pod/devops-infoservice-684dd6c4d7-69gqw 1/1 Running 0 11m +pod/devops-infoservice-684dd6c4d7-8zv2m 1/1 Running 0 11m +pod/devops-infoservice-684dd6c4d7-jr9mt 1/1 Running 0 11m +pod/devops-infoservice-684dd6c4d7-k4s5b 1/1 Running 0 11m +pod/devops-infoservice-684dd6c4d7-zg8cd 1/1 Running 0 10m + +NAME TYPE CLUSTER-IP EXTERNAL-IP PORT(S) AGE +service/devops-infoservice-service NodePort 10.106.40.29 80:30080/TCP 29m +service/kubernetes ClusterIP 10.96.0.1 443/TCP 170m +``` + +## `kubectl describe deployment ` showing replicas and strategy +```text +Name: devops-infoservice +Namespace: default +CreationTimestamp: Tue, 24 Mar 2026 14:21:22 +0300 +Labels: app=devops-infoservice +Annotations: deployment.kubernetes.io/revision: 3 +Selector: app=devops-infoservice +Replicas: 5 desired | 5 updated | 5 total | 5 available | 0 unavailable +StrategyType: RollingUpdate +MinReadySeconds: 0 +RollingUpdateStrategy: 0 max unavailable, 1 max surge +Pod Template: + Labels: app=devops-infoservice + Containers: + devops-infoservice: + Image: 127.0.0.1:5000/timurusmanov/devops-infoservice:latest + Port: 5000/TCP + Host Port: 0/TCP + Limits: + cpu: 200m + memory: 256Mi + Requests: + cpu: 100m + memory: 128Mi + Liveness: http-get http://:5000/health delay=10s timeout=1s period=10s #success=1 #failure=3 + Readiness: http-get http://:5000/health delay=5s timeout=1s period=10s #success=1 #failure=3 + Environment: + Mounts: + Volumes: + Node-Selectors: + Tolerations: +Conditions: + Type Status Reason + ---- ------ ------ + Available True MinimumReplicasAvailable + Progressing True NewReplicaSetAvailable +OldReplicaSets: devops-infoservice-5f7f6cb59c (0/0 replicas created) +NewReplicaSet: devops-infoservice-684dd6c4d7 (5/5 replicas created) +Events: + Type Reason Age From Message + ---- ------ ---- ---- ------- + Normal ScalingReplicaSet 40m deployment-controller Scaled up replica set devops-infoservice-684dd6c4d7 from 0 to 3 + Normal ScalingReplicaSet 21m deployment-controller Scaled up replica set devops-infoservice-684dd6c4d7 from 3 to 5 + Normal ScalingReplicaSet 14m deployment-controller Scaled up replica set devops-infoservice-5f7f6cb59c from 0 to 1 + Normal ScalingReplicaSet 13m deployment-controller Scaled down replica set devops-infoservice-684dd6c4d7 from 5 to 4 + Normal ScalingReplicaSet 13m deployment-controller Scaled up replica set devops-infoservice-5f7f6cb59c from 1 to 2 + Normal ScalingReplicaSet 13m deployment-controller Scaled down replica set devops-infoservice-684dd6c4d7 from 4 to 3 + Normal ScalingReplicaSet 13m deployment-controller Scaled up replica set devops-infoservice-5f7f6cb59c from 2 to 3 + Normal ScalingReplicaSet 13m deployment-controller Scaled down replica set devops-infoservice-684dd6c4d7 from 3 to 2 + Normal ScalingReplicaSet 13m deployment-controller Scaled up replica set devops-infoservice-5f7f6cb59c from 3 to 4 + Normal ScalingReplicaSet 13m deployment-controller Scaled down replica set devops-infoservice-684dd6c4d7 from 2 to 1 + Normal ScalingReplicaSet 10m (x12 over 13m) deployment-controller (combined from similar events): Scaled down replica set devops-infoservice-5f7f6cb59c from 1 to 0 +``` + +## Screenshot or curl output showing app working + +![curl](/k8s/lab9-curl.png) + +# Operations Performed +See `/labs/lab09.md`. + +# Production Considerations +## What health checks did you implement and why? +I implemented the `/health` endpoint check to see if the container is healthy or some intervention is required. + +## Resource limits rationale +As required by the lab. + +## How would you improve this for production? +I would raise the resource limits and probably ditch `minikube`. + +## Monitoring and observability strategy +Add `loki` + `grafana` + `prometheus` getting metrics from `/metrics`, but individually from every Pod. + +# Challenges & Solutions +## Issues encountered +Docker's repositories are being blocked in Russia at the moment. I set up a local repo, put the images there, `exec`ed +into the `minikube` container and forwarded `localhost` to the host machine (which has the registry): +```sh +socat TCP4-LISTEN:5000,bind=127.0.0.1,fork TCP4:192.168.49.1:5000 +``` diff --git a/k8s/ROLLOUTS.md b/k8s/ROLLOUTS.md new file mode 100644 index 0000000000..aa7bde5b9f --- /dev/null +++ b/k8s/ROLLOUTS.md @@ -0,0 +1,60 @@ +## Argo Rollouts Setup +### Installation verification +```bash +kubectl argo rollouts version +``` +```text +kubectl-argo-rollouts: v1.9.0+838d4e7 + BuildDate: 2026-03-20T21:08:11Z + GitCommit: 838d4e792be666ec11bd0c80331e0c5511b5010e + GitTreeState: clean + GoVersion: go1.24.13 + Compiler: gc + Platform: linux/amd64 +``` + +### Dashboard access +![Dashboard](/k8s/screenshots/argo_rollout_dashboard.png) + +## Canary Deployment +### Strategy configuration explained +The strategy gradually increases the weight of the new version (ratio). If I notice some issue, I have the chance to +abort the rollout. + +### Step-by-step rollout progression (screenshots from dashboard) +![Steps](/k8s/screenshots/argo_rollout_steps.png) + +Changed the tag to latest, paused at weight 20: + +![20](/k8s/screenshots/argo_rollout_pause_20.png) + +### Promotion and abort demonstration + +Pressed abort: + +![Abort](/k8s/screenshots/argo_rollout_aborted.png) + +Pressing "Promote" would just eventually replace all pods with the "latest" pods. + +## Blue-Green Deployment +### Strategy configuration explained +I added a new service with the "-preview" suffix (`roll-dinfochart-preview`). The strategy reflects that. + +### Preview vs active service +They are identical in my configuration, but all are working. + +### Promotion process +```bash +kubectl argo rollouts promote roll-dinfochart +``` +```text +rollout 'roll-dinfochart' promoted +``` + +## Strategy Comparison +### When to use canary vs blue-green +Canary is useful when there are no resources to host twice as many containers, or it is fine to test the new version on +a subset of users in production. + +Blue-green is useful when we need to launch a new version (tested) and switch the service to the new one with no +downtime because it immediately re-routes traffic to the new version. diff --git a/k8s/SECRETS.md b/k8s/SECRETS.md new file mode 100644 index 0000000000..79a74ca774 --- /dev/null +++ b/k8s/SECRETS.md @@ -0,0 +1,155 @@ +# Kubernetes Secrets +### Output of creating and viewing your secret +```sh +kubectl get secret app-credentials -o yaml +``` +```text +apiVersion: v1 +data: + password: YWRtaW4xMjM= + username: dGltdXI= +kind: Secret +metadata: + creationTimestamp: "2026-04-08T14:10:34Z" + name: app-credentials + namespace: default + resourceVersion: "7121" + uid: cde19220-e95a-4b61-9386-b6b8f4b37f45 +type: Opaque +``` + +### Decoded secret values demonstration +```sh +base64 -d <<<"dGltdXI=" +``` +```text +timur +``` +```sh +base64 -d <<<"YWRtaW4xMjM=" +``` +```text +admin123 +``` + +### Explanation of base64 encoding vs encryption +`base64`-encoding is is still plaintext: it obfuscates the information to a human reader, but the data is decodeable +with one command. + +Real encryption requires the attacker to guess a key, which should be difficult to do. + +# Helm Secret Integration +### Chart structure showing secrets.yaml +```yaml +apiVersion: v1 +kind: Secret +metadata: + name: app-credentials +type: Opaque +stringData: + username: {{ .Values.secret.username | quote }} + password: {{ .Values.secret.password | quote }} +``` + +### How secrets are consumed in deployment +Secrets are consumed through environment variables. + +### Verification output (env vars in pod, excluding actual values) +```sh +kubectl exec dinfoserv-dinfochart-575476d846-4424h -- env +``` +```text +PATH=/venv/bin:/usr/local/bin:/usr/local/sbin:/usr/local/bin:/usr/sbin:/usr/bin:/sbin:/bin +HOSTNAME=dinfoserv-dinfochart-575476d846-4424h +username=placeholder +password=placeholder +DINFOSERV_DINFOCHART_PORT_80_TCP=tcp://10.100.233.185:80 +DINFOSERV_DINFOCHART_PORT_80_TCP_PROTO=tcp +KUBERNETES_PORT=tcp://10.96.0.1:443 +KUBERNETES_PORT_443_TCP=tcp://10.96.0.1:443 +DINFOSERV_DINFOCHART_PORT_80_TCP_PORT=80 +KUBERNETES_SERVICE_HOST=10.96.0.1 +KUBERNETES_SERVICE_PORT_HTTPS=443 +KUBERNETES_PORT_443_TCP_PORT=443 +KUBERNETES_PORT_443_TCP_ADDR=10.96.0.1 +DINFOSERV_DINFOCHART_SERVICE_HOST=10.100.233.185 +DINFOSERV_DINFOCHART_SERVICE_PORT=80 +DINFOSERV_DINFOCHART_PORT=tcp://10.100.233.185:80 +DINFOSERV_DINFOCHART_PORT_80_TCP_ADDR=10.100.233.185 +KUBERNETES_SERVICE_PORT=443 +KUBERNETES_PORT_443_TCP_PROTO=tcp +GPG_KEY=7169605F62C751356D054A26A821E680E5FA6305 +PYTHON_VERSION=3.13.12 +PYTHON_SHA256=2a84cd31dd8d8ea8aaff75de66fc1b4b0127dd5799aa50a64ae9a313885b4593 +VIRTUAL_ENV=/venv +HOME=/home/infoservice +``` + +Note the "username" and "password" env variables. + +# Resource Management +### Resource limits configuration +Resource limits are configured with the `values` files. + +### Explanation of requests vs limits +Requests = how much is guaranteed. +Limits = how much is the hard maximum. + +### How to choose appropriate values +In the development environment, give more resources to debug and test. +In production, look at the cluster and see how much is available. Then assign that much as the limit. Requests are the +minimal requirements for the containers to function at all. + +# Vault Integration +### Vault installation verification (`kubectl get pods`) +```text +NAME READY STATUS RESTARTS AGE +dinfoserv-dinfochart-b9cc59fdf-2dv4n 2/2 Running 0 4m4s +dinfoserv-dinfochart-b9cc59fdf-6chxr 2/2 Running 0 4m4s +dinfoserv-dinfochart-b9cc59fdf-b6cqg 2/2 Running 0 4m4s +dinfoserv-dinfochart-b9cc59fdf-fkfwn 2/2 Running 0 4m4s +dinfoserv-dinfochart-b9cc59fdf-nh9r2 2/2 Running 0 4m4s +vault-0 1/1 Running 0 15h +vault-agent-injector-848dd747d7-b2pt4 1/1 Running 0 15h +``` + +### Policy and role configuration (sanitized) +Policy: +```sh +cat >dinfoservice-secret-access.hcl < loki <-> grafana +``` + +## Setup Guide + +1. Run `docker compose up -d`. +2. Follow the detailed instructions on how to set up panels in the grafana webUI. + +## Configuration + +The configuration files are self-explanatory: +- promtail discovers docker containers, filters only the one that is the infoservice, labels the logs. +- loki stores the logs efficiently and indexes them once a day, vacuums once a week. + +## Application Logging + +I derived JSONFormatter class and used it. + +## Dashboard + +1. **Logs Table** (Logs visualization) + - Shows recent logs from all apps + - Query: `{app=~"devops-.*"}` + +2. **Request Rate** (Time series graph) + - Shows logs per second by app + - Query: `sum by (app) (rate({app=~"devops-.*"} [1m]))` + +3. **Error Logs** (Logs visualization) + - Shows only ERROR level logs + - Query: `{app=~"devops-.*"} | json | level="ERROR"` + +4. **Log Level Distribution** (Stat or Pie chart) + - Count logs by level (INFO, ERROR, etc.) + - Query: `sum by (level) (count_over_time({app=~"devops-.*"} | json [5m]))` + +## Production Config + +The most important configuration is setting the security environment variables. Also, I allocated several GiB of memory +and several cores of CPU to the services in total. + +## Testing + +Run `docker compose ps` or check grafana. + +## Challenges + +Very difficult to configure. Luckily, the lecture provided a basic example. + diff --git a/monitoring/docs/LAB08.md b/monitoring/docs/LAB08.md new file mode 100644 index 0000000000..70b9dd443a --- /dev/null +++ b/monitoring/docs/LAB08.md @@ -0,0 +1,746 @@ +# Task 1 + +### Screenshot of `/metrics` + +![metrics](/monitoring/docs/L8t1_metrics_endpoint.png) + +### Definition of metrics + +```python +# ... +from prometheus_client import Counter, Histogram, Gauge, generate_latest + +# ... + +class PrometheusStats: + http_requests_total: Counter + http_request_duration_seconds: Histogram + http_requests_in_progress: Gauge + system_info_duration_seconds: Histogram + + def __init__(self): + self.http_requests_total = Counter( + 'http_requests_total', + 'Total HTTP requests', + ['method', 'endpoint', 'status'] + ) + self.http_request_duration_seconds = Histogram( + 'http_request_duration_seconds', + 'HTTP request duration', + ['method', 'endpoint'] + ) + self.http_requests_in_progress = Gauge( + 'http_requests_in_progress', + 'HTTP requests currently being processed' + ) + self.system_info_duration_seconds = Histogram( + 'system_info_duration_seconds', + 'System stats collection time' + ) + + +prometheus = PrometheusStats() +# ... +``` + +### Explanation of metrics choice + +The HTTP-related metrics in the declaration above are required by the lab. + +The only logic-related metric that made sense in the context of the app is the system info query time, so I implemented +it similarly to `http_request_duration_seconds`, as a Histogram. I could subdivide it into queries to different parts of +the system, but the metric reports very low time consumption already, so I think there is no point in that. + +# Task 2 + +### All targets up + +![targets](/monitoring/docs/L8t2_targets_up.png) + +### Successful query + +![query](/monitoring/docs/L8t2_query.png) + +### Prometheus config + +```yaml +global: + scrape_interval: 15s + evaluation_interval: 15s + +# Storage retention (Prometheus 3.x config-based retention) +storage: + tsdb: + retention: + time: 15d + size: 10GB + +scrape_configs: + - job_name: 'prometheus' + static_configs: + - targets: ['localhost:9090'] + + - job_name: 'app' + static_configs: + - targets: ['devops-infoservice:5000'] + + - job_name: 'loki' + static_configs: + - targets: ['loki:3100'] + + - job_name: 'grafana' + static_configs: + - targets: ['grafana:3000'] +``` + +# Task 3 + +### Custom dashboard with panels + +![panels](/monitoring/docs/L8t3_custom_dashboard.png) + +### JSON dashboard definition + +```json +{ + "annotations": { + "list": [ + { + "builtIn": 1, + "datasource": { + "type": "grafana", + "uid": "-- Grafana --" + }, + "enable": true, + "hide": true, + "iconColor": "rgba(0, 211, 255, 1)", + "name": "Annotations & Alerts", + "type": "dashboard" + } + ] + }, + "editable": true, + "fiscalYearStartMonth": 0, + "graphTooltip": 0, + "id": 0, + "links": [], + "panels": [ + { + "datasource": { + "type": "prometheus", + "uid": "bfggznoog7gn4c" + }, + "fieldConfig": { + "defaults": { + "color": { + "mode": "thresholds" + }, + "mappings": [], + "thresholds": { + "mode": "absolute", + "steps": [ + { + "color": "green", + "value": 0 + }, + { + "color": "red", + "value": 80 + } + ] + } + }, + "overrides": [] + }, + "gridPos": { + "h": 3, + "w": 5, + "x": 0, + "y": 0 + }, + "id": 7, + "options": { + "colorMode": "value", + "graphMode": "area", + "justifyMode": "auto", + "orientation": "auto", + "percentChangeColorMode": "standard", + "reduceOptions": { + "calcs": [ + "lastNotNull" + 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"fields": "", + "values": false + }, + "sort": "desc", + "tooltip": { + "hideZeros": false, + "mode": "single", + "sort": "none" + } + }, + "pluginVersion": "12.3.1", + "targets": [ + { + "editorMode": "code", + "expr": "sum by (status) (rate(http_requests_total[5m]))", + "legendFormat": "__auto", + "range": true, + "refId": "A" + } + ], + "title": "Status code distribution", + "type": "piechart" + }, + { + "datasource": { + "type": "prometheus", + "uid": "bfggznoog7gn4c" + }, + "fieldConfig": { + "defaults": { + "color": { + "mode": "palette-classic" + }, + "custom": { + "axisBorderShow": false, + "axisCenteredZero": false, + "axisColorMode": "text", + "axisLabel": "", + "axisPlacement": "auto", + "barAlignment": 0, + "barWidthFactor": 0.6, + "drawStyle": "line", + "fillOpacity": 0, + "gradientMode": "none", + "hideFrom": { + "legend": false, + "tooltip": false, + "viz": false + }, + "insertNulls": false, + "lineInterpolation": "linear", + "lineWidth": 1, + "pointSize": 5, + "scaleDistribution": { + "type": "linear" + }, + "showPoints": "auto", + "showValues": false, + "spanNulls": false, + "stacking": { + "group": "A", + "mode": "none" + }, + "thresholdsStyle": { + "mode": "off" + } + }, + "mappings": [], + "thresholds": { + "mode": "absolute", + "steps": [ + { + "color": "green", + "value": 0 + }, + { + "color": "red", + "value": 80 + } + ] + } + }, + "overrides": [] + }, + "gridPos": { + "h": 8, + "w": 12, + "x": 0, + "y": 9 + }, + "id": 3, + "options": { + "legend": { + "calcs": [], + "displayMode": "list", + "placement": "bottom", + "showLegend": true + }, + "tooltip": { + "hideZeros": false, + "mode": "single", + "sort": "none" + } + }, + "pluginVersion": "12.3.1", + "targets": [ + { + "editorMode": "code", + "expr": "histogram_quantile(0.95, rate(http_request_duration_seconds_bucket[5m]))", + "legendFormat": "__auto", + "range": true, + "refId": "A" + } + ], + "title": "Request duration p95", + "type": "timeseries" + }, + { + "datasource": { + "type": "prometheus", + "uid": "bfggznoog7gn4c" + }, + "fieldConfig": { + "defaults": { + "custom": { + "hideFrom": { + "legend": false, + "tooltip": false, + "viz": false + }, + "scaleDistribution": { + "type": "linear" + } + } + }, + "overrides": [] + }, + "gridPos": { + "h": 8, + "w": 12, + "x": 12, + "y": 9 + }, + "id": 4, + "options": { + "calculate": false, + "cellGap": 1, + "color": { + "exponent": 0.5, + "fill": "dark-orange", + "mode": "scheme", + "reverse": false, + "scale": "exponential", + "scheme": "Oranges", + "steps": 64 + }, + "exemplars": { + "color": "rgba(255,0,255,0.7)" + }, + "filterValues": { + "le": 1e-9 + }, + "legend": { + "show": true + }, + "rowsFrame": { + "layout": "auto" + }, + "tooltip": { + "mode": "single", + "showColorScale": false, + "yHistogram": false + }, + "yAxis": { + "axisPlacement": "left", + "reverse": false + } + }, + "pluginVersion": "12.3.1", + "targets": [ + { + "editorMode": "code", + "expr": "rate(http_request_duration_seconds_bucket[5m])", + "legendFormat": "__auto", + "range": true, + "refId": "A" + } + ], + "title": "Request duration heatmap", + "type": "heatmap" + }, + { + "datasource": { + "type": "prometheus", + "uid": "bfggznoog7gn4c" + }, + "fieldConfig": { + "defaults": { + "color": { + "mode": "palette-classic" + }, + "custom": { + "axisBorderShow": false, + "axisCenteredZero": false, + "axisColorMode": "text", + "axisLabel": "", + "axisPlacement": "auto", + "barAlignment": 0, + "barWidthFactor": 0.6, + "drawStyle": "line", + "fillOpacity": 0, + "gradientMode": "none", + "hideFrom": { + "legend": false, + "tooltip": false, + "viz": false + }, + "insertNulls": false, + "lineInterpolation": "linear", + "lineWidth": 1, + "pointSize": 5, + "scaleDistribution": { + "type": "linear" + }, + "showPoints": "auto", + "showValues": false, + "spanNulls": false, + "stacking": { + "group": "A", + "mode": "none" + }, + "thresholdsStyle": { + "mode": "off" + } + }, + "mappings": [], + "thresholds": { + "mode": "absolute", + "steps": [ + { + "color": "green", + "value": 0 + }, + { + "color": "red", + "value": 80 + } + ] + } + }, + "overrides": [] + }, + "gridPos": { + "h": 8, + "w": 12, + "x": 0, + "y": 17 + }, + "id": 2, + "options": { + "legend": { + "calcs": [], + "displayMode": "list", + "placement": "bottom", + "showLegend": true + }, + "tooltip": { + "hideZeros": false, + "mode": "single", + "sort": "none" + } + }, + "pluginVersion": "12.3.1", + "targets": [ + { + "editorMode": "code", + "expr": "sum(rate(http_requests_total{status=~\"5..\"}[5m]))", + "legendFormat": "__auto", + "range": true, + "refId": "A" + } + ], + "title": "Error rate", + "type": "timeseries" + } + ], + "preload": false, + "schemaVersion": 42, + "tags": [], + "templating": { + "list": [] + }, + "time": { + "from": "now-6h", + "to": "now" + }, + "timepicker": {}, + "timezone": "browser", + "title": "Prometheus custom", + "uid": "adgptz2", + "version": 11 +} +``` + +# Task 4 + +Every container is healthy: + +![health](/monitoring/docs/L8t4_healthy.png) + +# Task 5 + +**Documentation**. I added everything according to the lab and followed every step. The architecture is as follows: + +```text +[Devops-infoservice] -----------metrics--------> [Prometheus] + | | + logs query_responses + | | + v v + [Promtail] --logs-> [Loki] --query_responses--> [Grafana] +``` + +For further evidence and code listings, see sections above. diff --git a/monitoring/loki/config.yml b/monitoring/loki/config.yml new file mode 100644 index 0000000000..24eaed5982 --- /dev/null +++ b/monitoring/loki/config.yml @@ -0,0 +1,29 @@ +auth_enabled: false + +server: + http_listen_port: 3100 + +schema_config: + configs: + - from: 2024-01-01 + store: tsdb + object_store: filesystem + schema: v13 + index: + prefix: index_ + period: 24h + +common: + path_prefix: /loki + storage: + filesystem: + chunks_directory: /loki/chunks + rules_directory: /loki/rules + replication_factor: 1 + ring: + instance_addr: 127.0.0.1 + kvstore: + store: inmemory + +limits_config: + retention_period: 168h diff --git a/monitoring/prometheus/prometheus.yml b/monitoring/prometheus/prometheus.yml new file mode 100644 index 0000000000..1a516fdca8 --- /dev/null +++ b/monitoring/prometheus/prometheus.yml @@ -0,0 +1,27 @@ +global: + scrape_interval: 15s + evaluation_interval: 15s + +# Storage retention (Prometheus 3.x config-based retention) +storage: + tsdb: + retention: + time: 15d + size: 10GB + +scrape_configs: + - job_name: 'prometheus' + static_configs: + - targets: ['localhost:9090'] + + - job_name: 'app' + static_configs: + - targets: ['devops-infoservice:5000'] + + - job_name: 'loki' + static_configs: + - targets: ['loki:3100'] + + - job_name: 'grafana' + static_configs: + - targets: ['grafana:3000'] diff --git a/monitoring/promtail/config.yml b/monitoring/promtail/config.yml new file mode 100644 index 0000000000..7520b10e31 --- /dev/null +++ b/monitoring/promtail/config.yml @@ -0,0 +1,21 @@ +server: + http_listen_port: 9080 + +positions: + filename: /tmp/positions.yaml + +clients: + - url: http://loki:3100/loki/api/v1/push + +scrape_configs: + - job_name: docker + docker_sd_configs: + - host: unix:///var/run/docker.sock + refresh_interval: 5s + filters: + - name: label + values: ["logging=promtail"] + relabel_configs: + - source_labels: ['__meta_docker_container_name'] + regex: '/(.*)' + target_label: 'container'