487 lines
46 KiB
JSON
487 lines
46 KiB
JSON
{
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"sessionId": "7025bffa-8693-4a53-b4c0-82a18202df62",
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"projectHash": "b055408166cfb214c5ade9416a6abfece82635a385922240e9e5953a240a1073",
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"startTime": "2026-02-03T15:24:01.027Z",
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"lastUpdated": "2026-02-03T15:25:57.856Z",
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"messages": [
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{
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"id": "88b57863-a8bf-461a-a7ed-325ee77c90be",
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"timestamp": "2026-02-03T15:24:01.027Z",
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"type": "user",
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"content": "Pick a todo to work on"
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},
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{
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"id": "81d52521-1a28-477e-9577-db18860f8569",
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"timestamp": "2026-02-03T15:24:03.394Z",
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"type": "gemini",
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"content": "",
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"toolCalls": [
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{
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"id": "read_file-1770132243348-cf30ae74a07988",
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"name": "read_file",
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"args": {
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"file_path": "TODO.md"
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},
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"result": [
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{
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"functionResponse": {
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"id": "read_file-1770132243348-cf30ae74a07988",
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"name": "read_file",
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"response": {
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"output": "# TODO: Missing v2 Commands\n\nThe following commands exist in `v1` but are currently missing or incomplete in `v2`.\n\n## aurora\n- [ ] count-sql-backups\n- [ ] create-database\n- [ ] download-sql-backup\n- [ ] export-dump\n- [ ] get-root-password\n- [ ] import-dump\n- [ ] list-databases\n- [ ] list-instances\n- [ ] set-root-password\n- [ ] shell\n- [ ] start-sql-backup-to-s3\n\n## aws\n- [ ] awscli-version\n- [ ] key-age\n\n## certificate\n- [ ] create\n- [ ] delete\n- [ ] list\n\n## ci\n- [ ] deploy-build-logs\n- [ ] deploy-status\n\n## cloudfront\n- [ ] generate-basic-auth-password-hash\n\n## config\n- [ ] list-environments\n- [ ] list-infrastructures\n- [ ] list-services\n- [ ] list-services-by-buildspec\n- [ ] services-to-tsv\n\n## ecs\n- [ ] efs-restore\n- [ ] file-download\n- [ ] file-upload\n- [ ] remove-from-transfer-bucket\n- [ ] upload-to-transfer-bucket\n\n## elasticache\n- [ ] list-clusters\n- [ ] reboot\n\n## rds\n- [ ] count-sql-backups\n- [ ] create-database\n- [ ] download-sql-backup\n- [ ] export-dump\n- [ ] get-root-password\n- [ ] import-dump\n- [ ] list-databases\n- [ ] list-instances\n- [ ] set-root-password\n- [ ] start-sql-backup-to-s3\n\n## service\n- [ ] delete-environment-variable\n- [ ] deploy-build-logs\n- [ ] deploy-status\n- [ ] ecr-vulnerabilities\n- [ ] force-deployment\n- [ ] list-container-placement\n- [ ] list-domains\n- [ ] list-pipelines\n- [ ] pull-image\n- [ ] rename-environment-variable\n- [ ] restart-containers\n- [ ] run-container-command\n- [ ] show-deployment-status\n\n## util\n- [ ] env\n- [ ] exec\n- [ ] generate-four-words\n- [ ] ip-port-exposed\n- [ ] list-security-group-rules\n\n## waf\n- [ ] cf-ip-block\n- [ ] delete-ip-rule\n- [ ] list-blocked-requests\n- [ ] set-ip-rule\n\n# General Improvements\n- [ ] Update all commands to use `log_info` and `err` functions from `lib/bash-functions` instead of direct `echo`.\n"
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}
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}
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}
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],
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"status": "success",
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"timestamp": "2026-02-03T15:24:03.394Z",
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"resultDisplay": "",
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"displayName": "ReadFile",
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"description": "Reads and returns the content of a specified file. If the file is large, the content will be truncated. The tool's response will clearly indicate if truncation has occurred and will provide details on how to read more of the file using the 'offset' and 'limit' parameters. Handles text, images (PNG, JPG, GIF, WEBP, SVG, BMP), audio files (MP3, WAV, AIFF, AAC, OGG, FLAC), and PDF files. For text files, it can read specific line ranges.",
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"renderOutputAsMarkdown": true
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}
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],
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"thoughts": [
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{
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"subject": "Analyzing Initial Tasks",
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"description": "I've begun by examining the `TODO.md` file. It's the obvious starting point, I suppose, so I can understand the scope of the project. I'm already sifting through the list to prioritize and get a handle on the essential steps.",
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"timestamp": "2026-02-03T15:24:03.101Z"
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}
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],
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"model": "gemini-3-flash-preview",
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"tokens": {
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"input": 16854,
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"output": 13,
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"cached": 0,
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"thoughts": 24,
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"tool": 0,
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"total": 16891
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}
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},
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{
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"id": "da1ab89a-835f-4426-b59e-61a47ab4f669",
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"timestamp": "2026-02-03T15:24:06.616Z",
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"type": "gemini",
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"content": "",
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"toolCalls": [
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{
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"id": "read_file-1770132246599-3c922ac4b9ff38",
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"name": "read_file",
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"args": {
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"file_path": "bin/aws/v1/awscli-version"
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},
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"result": [
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{
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"functionResponse": {
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"id": "read_file-1770132246599-3c922ac4b9ff38",
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"name": "read_file",
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"response": {
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"output": "#!/bin/bash\n\n# exit on failures\nset -e\nset -o pipefail\n\nusage() {\n echo \"Check if awscli is installed and compatible with dalmatian-tools\"\n exit 1\n}\n\nwhile getopts \"i:h\" opt; do\n case $opt in\n h)\n usage\n ;;\n *)\n usage\n ;;\n esac\ndone\n\n# Check if awscli is installed\nif ! command -v aws &> /dev/null\nthen\n err \"awscli is not installed\"\n exit 1\nfi\n\n# Suppress errors and capture the major version number\nversion=$(aws --version 2>/dev/null | grep -oE 'aws-cli/([1-2])\\.' | grep -oE '[1-2]')\n\nlog_info -l \"Detected AWS CLI major version: $version\" -q \"$QUIET_MODE\"\n\nif [[ ! $version == \"2\"* ]];\nthen\n err \"awscli version 2 is not installed which is required for dalmatian-tools\"\n\n if [ \"$QUIET_MODE\" == \"0\" ]\n then\n echo\n echo \"If you have manually installed AWS CLI 1, you should run: \"\n echo \" sudo rm -rf /usr/local/aws\"\n echo \" sudo rm /usr/local/bin/aws\"\n echo\n echo \"If you installed it using Homebrew, you should run:\"\n echo \" brew remove awscli awscli@1\"\n echo \" brew install awscli\"\n fi\n\n exit 1\nfi\n"
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}
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}
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}
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],
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"status": "success",
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"timestamp": "2026-02-03T15:24:06.616Z",
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"resultDisplay": "",
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"displayName": "ReadFile",
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"description": "Reads and returns the content of a specified file. If the file is large, the content will be truncated. The tool's response will clearly indicate if truncation has occurred and will provide details on how to read more of the file using the 'offset' and 'limit' parameters. Handles text, images (PNG, JPG, GIF, WEBP, SVG, BMP), audio files (MP3, WAV, AIFF, AAC, OGG, FLAC), and PDF files. For text files, it can read specific line ranges.",
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"renderOutputAsMarkdown": true
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}
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],
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"thoughts": [
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{
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"subject": "Examining Command Implementations",
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"description": "I'm now investigating the existing `awscli-version` command in `v1` to understand its structure. My plan is to use this as a template when I implement the `v2` version. This seems like a good starting point, as it's a simple command.",
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"timestamp": "2026-02-03T15:24:06.425Z"
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}
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],
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"model": "gemini-3-flash-preview",
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"tokens": {
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"input": 17490,
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"output": 21,
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"cached": 16655,
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"thoughts": 59,
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"tool": 0,
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"total": 17570
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}
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},
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{
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"id": "fa815df1-9da3-4caa-984f-cf64ec446cf3",
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"timestamp": "2026-02-03T15:24:09.725Z",
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"type": "gemini",
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"content": "",
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"toolCalls": [
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{
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"id": "list_directory-1770132249706-67cc12608e35e8",
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"name": "list_directory",
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"args": {
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"dir_path": "bin/aws/v2"
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},
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"result": [
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{
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"functionResponse": {
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"id": "list_directory-1770132249706-67cc12608e35e8",
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"name": "list_directory",
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"response": {
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"output": "Directory listing for /Users/bob/git/dxw/dalmatian-tools/bin/aws/v2:\naccount-init\nexec\ngenerate-config\nlist-profiles\nlogin\nrun-command"
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}
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}
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}
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],
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"status": "success",
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"timestamp": "2026-02-03T15:24:09.725Z",
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"resultDisplay": "Listed 6 item(s).",
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"displayName": "ReadFolder",
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"description": "Lists the names of files and subdirectories directly within a specified directory path. Can optionally ignore entries matching provided glob patterns.",
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"renderOutputAsMarkdown": true
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}
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],
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"thoughts": [
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{
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"subject": "Checking for Dependencies",
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"description": "I've just realized the `v1` command might already have the `err` and `log_info` functions. Looks like those are located in the `lib/bash-functions` directory, specifically `err.sh` and `log_info.sh`. Next, I'm going to investigate whether `bin/aws/v2` exists, and if so, what its contents are.",
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"timestamp": "2026-02-03T15:24:09.527Z"
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}
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],
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"model": "gemini-3-flash-preview",
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"tokens": {
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"input": 17878,
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"output": 16,
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"cached": 16655,
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"thoughts": 74,
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"tool": 0,
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"total": 17968
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}
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},
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{
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"id": "c7fcdb91-5678-4357-a5ef-015fe4715f28",
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"timestamp": "2026-02-03T15:24:12.464Z",
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"type": "gemini",
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"content": "",
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"toolCalls": [
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{
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"id": "read_file-1770132252449-009c7f0ec3e7e",
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"name": "read_file",
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"args": {
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"file_path": "bin/dalmatian"
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},
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"result": [
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{
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"functionResponse": {
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"id": "read_file-1770132252449-009c7f0ec3e7e",
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"name": "read_file",
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"response": {
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"output": "#!/bin/bash\n\n# exit on failures\nset -e\nset -o pipefail\n\nusage() {\n echo \"Usage: $(basename \"$0\")\" 1>&2\n echo \" SUBCOMMAND COMMAND - dalmatian command to run\"\n echo \" SUBCOMMAND COMMAND -h - show command help\"\n echo \" Or:\"\n echo \" -h - help\"\n echo \" -l - list commands\"\n exit 1\n}\n\n# if there are no arguments passed exit with usage\nif [ $# -lt 1 ];\nthen\n usage\nfi\n\nIS_PARENT_SCRIPT=0\nif [ \"$(ps -o stat= -p $PPID | tr -d ' ')\" == \"S\" ]\nthen\n IS_PARENT_SCRIPT=1\nfi\n\nAPP_ROOT=\"$( cd \"$(dirname \"${BASH_SOURCE[0]}\")\"/.. && pwd -P)\"\nexport APP_ROOT\n\nSUBCOMMAND=\"$1\"\nCOMMAND=\"$2\"\nCOMMAND_ARGS=( \"${@:3}\" )\nif [[\n -f \"$APP_ROOT/bin/configure-commands/v1/$SUBCOMMAND\" ||\n -L \"$APP_ROOT/bin/configure-commands/v1/$SUBCOMMAND\" ||\n -f \"$APP_ROOT/bin/configure-commands/v2/$SUBCOMMAND\" ||\n -L \"$APP_ROOT/bin/configure-commands/v2/$SUBCOMMAND\"\n]]\nthen\n COMMAND_ARGS=( \"${@:2}\" )\nfi\n\nQUIET_MODE=0\n\n# set quiet mode if not running in a terminal\n# e.g when piping output to another command or redirecting output to a file\nif [ ! -t 1 ]\nthen\n QUIET_MODE=1\nfi\n\nfor i in \"${!COMMAND_ARGS[@]}\"\ndo\n if [ \"${COMMAND_ARGS[i]}\" == \"-q\" ]\n then\n QUIET_MODE=1\n unset \"COMMAND_ARGS[i]\"\n fi\ndone\nexport QUIET_MODE\n\nVERSION=\"v1\"\nif [ \"$SUBCOMMAND\" != \"version\" ]\nthen\n VERSION=$(\"$APP_ROOT/bin/dalmatian\" version -s -q)\nfi\n\nBASH_FUNCTION_DIR=\"$APP_ROOT/lib/bash-functions\"\nfor bash_function_file in \"$BASH_FUNCTION_DIR\"/*\ndo\n if [[ ! -f \"$bash_function_file\" ]]\n then\n continue\n fi\n # shellcheck source=/dev/null\n source \"$bash_function_file\"\n while IFS='' read -r function_name\n do\n export -f \"${function_name?}\"\n done < <(grep \"^function\" \"$bash_function_file\" | cut -d\" \" -f2)\ndone\n\nif [ \"${1:0:1}\" == \"-\" ]\nthen\n while getopts \"lh\" opt; do\n case $opt in\n l)\n LIST_COMMANDS=1\n ;;\n h)\n usage\n ;;\n *)\n usage\n ;;\n esac\n done\n\n if [ -n \"$LIST_COMMANDS\" ]\n then\n echo \"Available commands:\"\n echo \"\"\n\n DIRS=()\n while IFS= read -r -d $'\\0'; do\n DIRS+=(\"$REPLY\")\n done < <(find \"$APP_ROOT/bin\" -maxdepth 1 -type d -print0)\n\n SUBCOMMANDS=()\n for d in \"${DIRS[@]}\"\n do\n SUBCOMMANDS+=(\"$(basename \"$d\")\")\n done\n IFS=\" \" read -r -a SUBCOMMANDS <<< \"$(sort <<<\"${SUBCOMMANDS[*]}\")\"\n\n # list configure-commands\n FILES=()\n while IFS= read -r -d $'\\0'; do\n FILES+=(\"$REPLY\")\n done < <(find \"$APP_ROOT/bin/configure-commands/$VERSION\" -maxdepth 1 -type f -print0)\n while IFS= read -r -d $'\\0'; do\n FILES+=(\"$REPLY\")\n done < <(find \"$APP_ROOT/bin/configure-commands/$VERSION\" -maxdepth 1 -type l -print0)\n\n CONFIGURE_COMMANDS=()\n for f in \"${FILES[@]}\"\n do\n CONFIGURE_COMMANDS+=(\"$(basename \"$f\")\")\n done\n IFS=\" \" read -r -a CONFIGURE_COMMANDS <<< \"$(sort <<<\"${CONFIGURE_COMMANDS[*]}\")\"\n\n for CONFIGURE_COMMAND in \"${CONFIGURE_COMMANDS[@]}\"\n do\n echo \" $CONFIGURE_COMMAND\"\n done\n echo \"\"\n\n for SUBCOMMAND in \"${SUBCOMMANDS[@]}\"\n do\n if [[ \"$SUBCOMMAND\" != \"bin\" && \"$SUBCOMMAND\" != \"tmp\" && \"$SUBCOMMAND\" != \"configure-commands\" && \"$SUBCOMMAND\" != \"setup\" ]]\n then\n if [ -d \"$APP_ROOT/bin/$SUBCOMMAND/$VERSION\" ]\n then\n echo \" $SUBCOMMAND\"\n FILES=()\n while IFS= read -r -d $'\\0'; do\n FILES+=(\"$REPLY\")\n done < <(find \"$APP_ROOT/bin/$SUBCOMMAND/$VERSION\" -maxdepth 1 -type f -print0)\n while IFS= read -r -d $'\\0'; do\n FILES+=(\"$REPLY\")\n done < <(find \"$APP_ROOT/bin/$SUBCOMMAND/$VERSION\" -maxdepth 1 -type l -print0)\n\n COMMANDS=()\n for f in \"${FILES[@]}\"\n do\n COMMANDS+=(\"$(basename \"$f\")\")\n done\n IFS=\" \" read -r -a COMMANDS <<< \"$(sort <<<\"${COMMANDS[*]}\")\"\n\n for COMMAND in \"${COMMANDS[@]}\"\n do\n echo \" $COMMAND\"\n done\n echo \"\"\n fi\n fi\n done\n fi\n exit 0\nfi\n\nif [[ -z \"$SUBCOMMAND\" && -z \"$COMMAND\" ]]\nthen\n usage\nfi\n\nif [[\n (\n -f \"$APP_ROOT/bin/configure-commands/$VERSION/$SUBCOMMAND\" ||\n -L \"$APP_ROOT/bin/configure-commands/$VERSION/$SUBCOMMAND\"\n ) &&\n \"$SUBCOMMAND\" != \"setup\" && # Ignore setup for now, this requires different prerequists\n \"$SUBCOMMAND\" != \"update\"\n]]\nthen\n \"$APP_ROOT/bin/configure-commands/$VERSION/$SUBCOMMAND\" \"${COMMAND_ARGS[@]}\"\n exit 0\nfi\n\n# List the experimental commands that utilise the new AWS SSO config here, so that\n# they can be developed along side the original commands using the original\n# authentication methods\nif [[\n \"$VERSION\" == \"v2\"\n]]\nthen\n export CONFIG_DIR=\"$HOME/.config/dalmatian\"\n export CONFIG_SETUP_JSON_FILE=\"$CONFIG_DIR/setup.json\"\n export CONFIG_UPDATE_CHECK_JSON_FILE=\"$CONFIG_DIR/update-check.json\"\n export CONFIG_CACHE_DIR=\"$CONFIG_DIR/.cache\"\n export CONFIG_AWS_SSO_FILE=\"$CONFIG_DIR/dalmatian-sso.config\"\n export CONFIG_ACCOUNT_BOOTSTRAP_BACKEND_VARS_FILE=\"$CONFIG_DIR/account-bootstrap-backend.vars\"\n export CONFIG_INFRASTRUCTURE_BACKEND_VARS_FILE=\"$CONFIG_DIR/infrastructure-backend.vars\"\n export CONFIG_TFVARS_DIR=\"$CONFIG_CACHE_DIR/tfvars\"\n export CONFIG_TFVARS_PATHS_FILE=\"$CONFIG_CACHE_DIR/tfvars-paths.json\"\n export CONFIG_TFVARS_DEFAULT_ACCOUNT_BOOTSRAP_FILE=\"$APP_ROOT/data/tfvars-templates/account-bootstrap.tfvars\"\n export CONFIG_TFVARS_DEFAULT_INFRASTRUCTURE_FILE=\"$APP_ROOT/data/tfvars-templates/infrastructure.tfvars\"\n export CONFIG_GLOBAL_ACCOUNT_BOOSTRAP_TFVARS_FILE=\"000-global-account-bootstrap.tfvars\"\n export CONFIG_GLOBAL_INFRASTRUCTURE_TFVARS_FILE=\"000-global-infrastructure.tfvars\"\n export TMP_DIR=\"$APP_ROOT/tmp\"\n export TMP_ACCOUNT_BOOTSTRAP_TERRAFORM_DIR=\"$TMP_DIR/terraform-dxw-dalmatian-account-bootstrap\"\n export TMP_INFRASTRUCTURE_TERRAFORM_DIR=\"$TMP_DIR/terraform-dxw-dalmatian-infrastructure\"\n export TMP_SERVICE_ENV_DIR=\"$TMP_DIR/service-environment-files\"\n\n export GIT_DALMATIAN_TOOLS_HOST=\"github.com\"\n export GIT_DALMATIAN_TOOLS_OWNER=\"dxw\"\n export GIT_DALMATIAN_TOOLS_REPO=\"dalmatian-tools\"\n export GIT_DALMATIAN_TOOLS_API_URL=\"https://api.$GIT_DALMATIAN_TOOLS_HOST\"\n export GIT_DALMATIAN_TOOLS_API_REPOS_URL=\"$GIT_DALMATIAN_TOOLS_API_URL/repos/$GIT_DALMATIAN_TOOLS_OWNER/$GIT_DALMATIAN_TOOLS_REPO\"\n export GIT_DALMATIAN_TOOLS_API_REPOS_LATEST_RELEASE_URL=\"$GIT_DALMATIAN_TOOLS_API_REPOS_URL/releases/latest\"\n export GIT_DALMATIAN_ACCOUNT_BOOTSTRAP_OWNER=\"dxw\"\n export GIT_DALMATIAN_ACCOUNT_BOOTSTRAP_REPO=\"terraform-dxw-dalmatian-account-bootstrap\"\n export GIT_DALMATIAN_INFRASTRUCTURE_OWNER=\"dxw\"\n export GIT_DALMATIAN_INFRASTRUCTURE_REPO=\"terraform-dxw-dalmatian-infrastructure\"\n\n export TERRAFORM_PROJECT_VERSIONS_FILE=\"$APP_ROOT/terraform-project-versions.json\"\n TERRAFORM_PROJECT_ACCOUNT_BOOTSTRAP_VERSION=\"$(jq -r '.\"terraform-dxw-dalmatian-account-bootstrap\"' < \"$TERRAFORM_PROJECT_VERSIONS_FILE\")\"\n TERRAFORM_PROJECT_INFRASTRUCTURE_VERSION=\"$(jq -r '.\"terraform-dxw-dalmatian-infrastructure\"' < \"$TERRAFORM_PROJECT_VERSIONS_FILE\")\"\n export TERRAFORM_PROJECT_ACCOUNT_BOOTSTRAP_VERSION\n export TERRAFORM_PROJECT_INFRASTRUCTURE_VERSION\n\n export AWS_CONFIG_FILE=\"$CONFIG_AWS_SSO_FILE\"\n export AWS_PROFILE=\"dalmatian-main\"\n\n if [ -z \"$EDITOR\" ]\n then\n export EDITOR=\"nano\"\n fi\n\n if [ -z \"$PAGER\" ]\n then\n export PAGER=\"less\"\n fi\n # These AWS environment variables take precedence when authenticating, which\n # can cause errors if they are not related to Dalmatian\n unset AWS_SESSION_TOKEN\n unset AWS_SECRET_ACCESS_KEY\n unset AWS_ACCESS_KEY_ID\n unset AWS_DEFAULT_REGION\n unset AWS_DEFAULT_OUTPUT\n unset AWS_REGION\n unset AWS_ROLE_ARN\n unset AWS_ROLE_SESSION_NAME\n\n if [[\n \"$SUBCOMMAND\" != \"update\" &&\n \"$SUBCOMMAND\" != \"setup\"\n ]]\n then\n if [ \"$IS_PARENT_SCRIPT\" == 1 ]\n then\n \"$APP_ROOT/bin/dalmatian\" update -q\n fi\n fi\n\n if [[\n \"$SUBCOMMAND\" != \"setup\" &&\n ( \"$SUBCOMMAND\" != \"aws\" && \"$COMMAND\" != \"login\" && \"$COMMAND\" != \"generate-config\" ) &&\n \"$SUBCOMMAND\" != \"update\"\n ]]\n then\n if [[ \"$IS_PARENT_SCRIPT\" == 1 && \"$QUIET_MODE\" == 0 ]]\n then\n \"$APP_ROOT/bin/dalmatian\" aws login\n fi\n \"$APP_ROOT/bin/dalmatian\" aws login -q\n fi\n\n if [[\n -f \"$APP_ROOT/bin/configure-commands/$VERSION/$SUBCOMMAND\" ||\n -L \"$APP_ROOT/bin/configure-commands/$VERSION/$SUBCOMMAND\"\n ]]\n then\n COMMAND_ARGS=( \"${@:2}\" )\n QUIET_MODE=0\n for i in \"${!COMMAND_ARGS[@]}\"\n do\n if [ \"${COMMAND_ARGS[i]}\" == \"-q\" ]\n then\n QUIET_MODE=1\n unset \"COMMAND_ARGS[i]\"\n fi\n done\n export QUIET_MODE\n \"$APP_ROOT/bin/configure-commands/$VERSION/$SUBCOMMAND\" \"${COMMAND_ARGS[@]}\"\n exit 0\n fi\n\n # Run specified command with args\n \"$APP_ROOT/bin/$SUBCOMMAND/$VERSION/$COMMAND\" \"${COMMAND_ARGS[@]}\"\n exit 0\nfi\n\n\nDALMATIAN_CONFIG_STORE=\"$HOME/.config/dalmatian\"\nDALMATIAN_CONFIG_FILE=\"$DALMATIAN_CONFIG_STORE/config.json\"\nDALMATIAN_CREDENTIALS_FILE=\"$DALMATIAN_CONFIG_STORE/credentials.json.enc\"\nDALMATIAN_MFA_CREDENTIALS_FILE=\"$DALMATIAN_CONFIG_STORE/mfa_credentials.json\"\nDALMATIAN_ASSUME_MAIN_ROLE_CREDENTIALS_FILE=\"$DALMATIAN_CONFIG_STORE/assume_role_credentials.json\"\nMFA_CONFIGURED=0\nASSUME_MAIN_ROLE_CONFIGURED=0\n\nif [ ! -f \"$DALMATIAN_CONFIG_FILE\" ]\nthen\n err \"You are not logged into Dalmatian. Run \\`dalmatian login\\` to continue\"\n exit 1\nfi\n\nAWS_DEFAULT_REGION=\"eu-west-2\" # London\nexport AWS_DEFAULT_REGION\n\nDALMATIAN_CONFIG_JSON_STRING=$(cat \"$DALMATIAN_CONFIG_FILE\")\nACCOUNT_ID=$(echo \"$DALMATIAN_CONFIG_JSON_STRING\" | jq -r '.account_id')\nDALMATIAN_ROLE=$(echo \"$DALMATIAN_CONFIG_JSON_STRING\" | jq -r '.dalmatian_role')\n\n# If MFA credentials exist, check if they have expired\nif [ -f \"$DALMATIAN_MFA_CREDENTIALS_FILE\" ]\nthen\n DALMATIAN_MFA_CREDENTIALS_JSON_STRING=$(cat \"$DALMATIAN_MFA_CREDENTIALS_FILE\")\n DALMATIAN_MFA_EXPIRATION=$(echo \"$DALMATIAN_MFA_CREDENTIALS_JSON_STRING\" | jq -r '.aws_session_expiration')\n if [ \"${DALMATIAN_MFA_EXPIRATION: -1}\" == \"Z\" ]\n then\n DALMATIAN_MFA_EXPIRATION_SECONDS=$(gdate -d \"$DALMATIAN_MFA_EXPIRATION\" +%s)\n else\n DALMATIAN_MFA_EXPIRATION_SECONDS=$(gdate -d \"$DALMATIAN_MFA_EXPIRATION\" +%s)\n fi\n EPOCH=$(gdate +%s)\n if [ \"$DALMATIAN_MFA_EXPIRATION_SECONDS\" -lt \"$EPOCH\" ]\n then\n err \"MFA credentials have expired\"\n else\n MFA_CONFIGURED=1\n fi\nfi\n\nif [[ \"$SUBCOMMAND\" == \"aws\" && \"$COMMAND\" == \"mfa\" ]]\nthen\n RUN_AWS_MFA=1\nfi\n\n# Update MFA credentials if needed, or if the dalmatian aws mfa command is ran\nif [[ -n \"$RUN_AWS_MFA\" || \"$MFA_CONFIGURED\" == 0 ]]\nthen\n DALMATIAN_CREDENTIALS_JSON_STRING=$(\n gpg --decrypt \\\n --quiet \\\n < \"$DALMATIAN_CREDENTIALS_FILE\"\n )\n\n AWS_ACCESS_KEY_ID=$(echo \"$DALMATIAN_CREDENTIALS_JSON_STRING\" | jq -r '.aws_access_key_id')\n AWS_SECRET_ACCESS_KEY=$(echo \"$DALMATIAN_CREDENTIALS_JSON_STRING\" | jq -r '.aws_secret_access_key')\n export AWS_ACCESS_KEY_ID\n export AWS_SECRET_ACCESS_KEY\n\n AWS_MFA_SECRET=$(echo \"$DALMATIAN_CREDENTIALS_JSON_STRING\" | jq -r '.aws_mfa_secret')\n MFA_CODE=\"$(oathtool --base32 --totp \"$AWS_MFA_SECRET\")\"\n\n echo \"==> Requesting new MFA credentials...\"\n \"$APP_ROOT/bin/aws/$VERSION/mfa\" -m \"$MFA_CODE\"\n\n if [ -n \"$RUN_AWS_MFA\" ]\n then\n exit 0\n fi\nfi\n\n# export MFA credentials\nDALMATIAN_MFA_CREDENTIALS_JSON_STRING=$(cat \"$DALMATIAN_MFA_CREDENTIALS_FILE\")\nAWS_ACCESS_KEY_ID=$(echo \"$DALMATIAN_MFA_CREDENTIALS_JSON_STRING\" | jq -r '.aws_access_key_id')\nAWS_SECRET_ACCESS_KEY=$(echo \"$DALMATIAN_MFA_CREDENTIALS_JSON_STRING\" | jq -r '.aws_secret_access_key')\nAWS_SESSION_TOKEN=$(echo \"$DALMATIAN_MFA_CREDENTIALS_JSON_STRING\" | jq -r '.aws_session_token')\nexport AWS_ACCESS_KEY_ID\nexport AWS_SECRET_ACCESS_KEY\nexport AWS_SESSION_TOKEN\n\nAWS_CALLER_IDENTITY_ARN=\"$(aws sts get-caller-identity | jq '.Arn')\"\nIFS='/' read -r -a array <<< \"$AWS_CALLER_IDENTITY_ARN\"\nexport AWS_CALLER_IDENTITY_USERNAME=\"${array[2]%?}\"\n\n# Check if the assume role credentials have expired\nif [ -f \"$DALMATIAN_ASSUME_MAIN_ROLE_CREDENTIALS_FILE\" ]\nthen\n DALMATIAN_ASSUME_MAIN_ROLE_CREDENTIALS_JSON_STRING=$(cat \"$DALMATIAN_ASSUME_MAIN_ROLE_CREDENTIALS_FILE\")\n DALMATIAN_ASSUME_MAIN_ROLE_CREDENTIALS_EXPIRATION=$(echo \"$DALMATIAN_ASSUME_MAIN_ROLE_CREDENTIALS_JSON_STRING\" | jq -r '.aws_session_expiration')\n DALMATIAN_ASSUME_MAIN_ROLE_CREDENTIALS_EXPIRATION_SECONDS=$(gdate -d \"$DALMATIAN_ASSUME_MAIN_ROLE_CREDENTIALS_EXPIRATION\" +%s)\n EPOCH=$(gdate +%s)\n if [ \"$DALMATIAN_ASSUME_MAIN_ROLE_CREDENTIALS_EXPIRATION_SECONDS\" -lt \"$EPOCH\" ]\n then\n err \"'Assume role' credentials have expired\"\n else\n ASSUME_MAIN_ROLE_CONFIGURED=1\n fi\nfi\n\n# Update assume role credentials if needed\nif [ \"$ASSUME_MAIN_ROLE_CONFIGURED\" == \"0\" ]\nthen\n echo \"==> Requesting 'Assume Role' credentials ...\"\n ASSUME_ROLE_RESULT=$(\n aws sts assume-role \\\n --role-arn \"arn:aws:iam::$ACCOUNT_ID:role/$DALMATIAN_ROLE\" \\\n --role-session-name dalmatian-tools \\\n --external-id dalmatian-tools\n )\n AWS_ACCESS_KEY_ID=$(echo \"$ASSUME_ROLE_RESULT\" | jq -r '.Credentials.AccessKeyId')\n AWS_SECRET_ACCESS_KEY=$(echo \"$ASSUME_ROLE_RESULT\" | jq -r '.Credentials.SecretAccessKey')\n AWS_SESSION_TOKEN=$(echo \"$ASSUME_ROLE_RESULT\" | jq -r '.Credentials.SessionToken')\n AWS_SESSION_EXPIRATION=$(echo \"$ASSUME_ROLE_RESULT\" | jq -r '.Credentials.Expiration' | awk -F':' -v OFS=':' '{ print $1, $2, $3$4 }')\n DALMATIAN_ASSUME_MAIN_ROLE_CREDENTIALS_JSON_STRING=$(\n jq -n \\\n --arg aws_access_key_id \"$AWS_ACCESS_KEY_ID\" \\\n --arg aws_secret_access_key \"$AWS_SECRET_ACCESS_KEY\" \\\n --arg aws_session_token \"$AWS_SESSION_TOKEN\" \\\n --arg aws_session_expiration \"$AWS_SESSION_EXPIRATION\" \\\n '{\n aws_access_key_id: $aws_access_key_id,\n aws_secret_access_key: $aws_secret_access_key,\n aws_session_token: $aws_session_token,\n aws_session_expiration: $aws_session_expiration\n }'\n )\n\n echo \"$DALMATIAN_ASSUME_MAIN_ROLE_CREDENTIALS_JSON_STRING\" > \"$DALMATIAN_ASSUME_MAIN_ROLE_CREDENTIALS_FILE\"\nfi\n\n# export assume role credentials\nDALMATIAN_MFA_CREDENTIALS_JSON_STRING=$(cat \"$DALMATIAN_ASSUME_MAIN_ROLE_CREDENTIALS_FILE\")\nAWS_ACCESS_KEY_ID=$(echo \"$DALMATIAN_MFA_CREDENTIALS_JSON_STRING\" | jq -r '.aws_access_key_id')\nAWS_SECRET_ACCESS_KEY=$(echo \"$DALMATIAN_MFA_CREDENTIALS_JSON_STRING\" | jq -r '.aws_secret_access_key')\nAWS_SESSION_TOKEN=$(echo \"$DALMATIAN_MFA_CREDENTIALS_JSON_STRING\" | jq -r '.aws_session_token')\nexport AWS_ACCESS_KEY_ID\nexport AWS_SECRET_ACCESS_KEY\nexport AWS_SESSION_TOKEN\n\ni=1\nfor a in \"${COMMAND_ARGS[@]}\"\ndo\n if [ \"$a\" == \"-i\" ]\n then\n INFRASTRUCTURE_NAME=\"${COMMAND_ARGS[$i]}\"\n fi\n i=$(( i + 1 ))\ndone\n\n# Assume Role for infrastructure if set\nif [ -n \"$INFRASTRUCTURE_NAME\" ]\nthen\n # shellcheck source=bin/aws/v1/assume-infrastructure-role\n . \"$APP_ROOT/bin/aws/v1/assume-infrastructure-role\" -i \"$INFRASTRUCTURE_NAME\"\nfi\n\n# If no COMMAND was specified, and SUBCOMMAND isn't an executable script\nif [[ -z \"${COMMAND}\" && ! -f \"${SUBCOMMAND}\" ]] || [[ ! -f \"$APP_ROOT/bin/$SUBCOMMAND/$VERSION/$COMMAND\" && ! -L \"$APP_ROOT/bin/$SUBCOMMAND/$VERSION/$COMMAND\" ]]; then\n err \"Command not found: $(basename \"${0}\") ${SUBCOMMAND} ${COMMAND:=\"\"}\"\n\n echo\n echo \"Usage:\"\n\n while IFS= read -r -d $'\\0'; do\n echo \" $(basename \"${0}\") ${SUBCOMMAND} $(basename \"${REPLY}\")\"\n done < <(find \"${APP_ROOT}/bin/$SUBCOMMAND\" -maxdepth 1 -type f -print0)\n\n exit 1\nfi\n\n# Run specified command with args\n\"$APP_ROOT/bin/$SUBCOMMAND/$VERSION/$COMMAND\" \"${COMMAND_ARGS[@]}\"\n"
|
|
}
|
|
}
|
|
}
|
|
],
|
|
"status": "success",
|
|
"timestamp": "2026-02-03T15:24:12.464Z",
|
|
"resultDisplay": "",
|
|
"displayName": "ReadFile",
|
|
"description": "Reads and returns the content of a specified file. If the file is large, the content will be truncated. The tool's response will clearly indicate if truncation has occurred and will provide details on how to read more of the file using the 'offset' and 'limit' parameters. Handles text, images (PNG, JPG, GIF, WEBP, SVG, BMP), audio files (MP3, WAV, AIFF, AAC, OGG, FLAC), and PDF files. For text files, it can read specific line ranges.",
|
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"renderOutputAsMarkdown": true
|
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}
|
|
],
|
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"thoughts": [
|
|
{
|
|
"subject": "Inspecting Version Handling",
|
|
"description": "I'm currently focused on the missing `awscli-version` in `v2`. My next step is to carefully examine the `bin/dalmatian` script. I need to understand how it currently manages versions and directs commands to determine the best approach for the changes.",
|
|
"timestamp": "2026-02-03T15:24:12.261Z"
|
|
}
|
|
],
|
|
"model": "gemini-3-flash-preview",
|
|
"tokens": {
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"input": 17940,
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"output": 15,
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"cached": 16588,
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"thoughts": 40,
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"tool": 0,
|
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"total": 17995
|
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}
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},
|
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{
|
|
"id": "3a8f6a40-0b27-4bca-b5c6-1dc050102431",
|
|
"timestamp": "2026-02-03T15:24:16.845Z",
|
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"type": "gemini",
|
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"content": "",
|
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"toolCalls": [
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{
|
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"id": "read_file-1770132256823-55d9560735b2c",
|
|
"name": "read_file",
|
|
"args": {
|
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"file_path": "lib/bash-functions/err.sh"
|
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},
|
|
"result": [
|
|
{
|
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"functionResponse": {
|
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"id": "read_file-1770132256823-55d9560735b2c",
|
|
"name": "read_file",
|
|
"response": {
|
|
"output": "#!/bin/bash\nset -e\nset -o pipefail\n\n# Set up a handy repeatable error output function that uses `stderr`\n#\n# @usage err \"A problem happened!\"\n# @param $* Any information to pass into stderr\nfunction err {\n red='\\033[0;31m'\n clear='\\033[0m'\n\n echo -e \"${red}[!] Error: ${clear}$*\" >&2\n}\n"
|
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}
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}
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}
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],
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"status": "success",
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"timestamp": "2026-02-03T15:24:16.845Z",
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"resultDisplay": "",
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"displayName": "ReadFile",
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"description": "Reads and returns the content of a specified file. If the file is large, the content will be truncated. The tool's response will clearly indicate if truncation has occurred and will provide details on how to read more of the file using the 'offset' and 'limit' parameters. Handles text, images (PNG, JPG, GIF, WEBP, SVG, BMP), audio files (MP3, WAV, AIFF, AAC, OGG, FLAC), and PDF files. For text files, it can read specific line ranges.",
|
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"renderOutputAsMarkdown": true
|
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}
|
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],
|
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"thoughts": [
|
|
{
|
|
"subject": "Evaluating Script Behavior",
|
|
"description": "I've been examining the `bin/dalmatian` script. I see it sources files from `lib/bash-functions`, exporting the functions defined within. My current focus is ensuring this sourcing and exporting process is robust and handles potential errors gracefully. I'm exploring edge cases right now.",
|
|
"timestamp": "2026-02-03T15:24:15.444Z"
|
|
},
|
|
{
|
|
"subject": "Verifying Function Availability",
|
|
"description": "I'm now confirming the functions `log_info` and `err` are correctly sourced and available to the `bin/dalmatian` subcommands. I'm checking their definitions within `lib/bash-functions/err.sh` and `lib/bash-functions/log_info.sh` to ensure they're being exported. This is a crucial step to ensure the script's core functionalities are accessible.",
|
|
"timestamp": "2026-02-03T15:24:16.614Z"
|
|
}
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],
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"model": "gemini-3-flash-preview",
|
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"tokens": {
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"input": 23363,
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"output": 19,
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"cached": 17309,
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"thoughts": 224,
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"tool": 0,
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"total": 23606
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}
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},
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{
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"id": "3a0377d9-6cd0-4e8e-bfbb-95cee738a3b3",
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"timestamp": "2026-02-03T15:24:19.125Z",
|
|
"type": "gemini",
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"content": "",
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"toolCalls": [
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{
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"id": "read_file-1770132259110-aa935f82787048",
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"name": "read_file",
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"args": {
|
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"file_path": "lib/bash-functions/log_info.sh"
|
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},
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"result": [
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{
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"functionResponse": {
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"id": "read_file-1770132259110-aa935f82787048",
|
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"name": "read_file",
|
|
"response": {
|
|
"output": "#!/bin/bash\nset -e\nset -o pipefail\n\n# Set up a handy log output function\n#\n# @usage log_info -l 'Something happened :)'\"\n# @param -l <log> Any information to output\n# @param -q <0/1> Quiet mode\nfunction log_info {\n cyan='\\033[0;36m'\n clear='\\033[0m'\n OPTIND=1\n QUIET_MODE=0\n while getopts \"l:q:\" opt; do\n case $opt in\n l)\n LOG=\"$OPTARG\"\n ;;\n q)\n QUIET_MODE=\"$OPTARG\"\n ;;\n *)\n echo \"Invalid \\`log_info\\` function usage\" >&2\n exit 1\n ;;\n esac\n done\n if [ \"$QUIET_MODE\" == \"0\" ]\n then\n echo -e \"${cyan}==>${clear} $LOG\"\n fi\n}\n"
|
|
}
|
|
}
|
|
}
|
|
],
|
|
"status": "success",
|
|
"timestamp": "2026-02-03T15:24:19.125Z",
|
|
"resultDisplay": "",
|
|
"displayName": "ReadFile",
|
|
"description": "Reads and returns the content of a specified file. If the file is large, the content will be truncated. The tool's response will clearly indicate if truncation has occurred and will provide details on how to read more of the file using the 'offset' and 'limit' parameters. Handles text, images (PNG, JPG, GIF, WEBP, SVG, BMP), audio files (MP3, WAV, AIFF, AAC, OGG, FLAC), and PDF files. For text files, it can read specific line ranges.",
|
|
"renderOutputAsMarkdown": true
|
|
}
|
|
],
|
|
"thoughts": [
|
|
{
|
|
"subject": "Investigating Log Files",
|
|
"description": "I've begun examining `log_info.sh`. My focus is currently on its structure and intended functionality. I'm trying to quickly grasp how it captures and presents information.",
|
|
"timestamp": "2026-02-03T15:24:18.901Z"
|
|
}
|
|
],
|
|
"model": "gemini-3-flash-preview",
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"tokens": {
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"input": 23484,
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"output": 21,
|
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"cached": 20599,
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"thoughts": 8,
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"tool": 0,
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"total": 23513
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}
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},
|
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{
|
|
"id": "301002cd-aa90-48a1-a339-22a2f56cd883",
|
|
"timestamp": "2026-02-03T15:25:04.508Z",
|
|
"type": "gemini",
|
|
"content": "",
|
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"toolCalls": [
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{
|
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"id": "write_file-1770132267127-6002f5fa83496",
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"name": "write_file",
|
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"args": {
|
|
"file_path": "bin/aws/v2/awscli-version",
|
|
"content": "#!/bin/bash\n\n# exit on failures\nset -e\nset -o pipefail\n\nusage() {\n echo \"Check if awscli is installed and compatible with dalmatian-tools\"\n exit 1\n}\n\nwhile getopts \"i:h\" opt; do\n case $opt in\n h)\n usage\n ;;\n *)\n usage\n ;;\n esac\ndone\n\n# Check if awscli is installed\nif ! command -v aws &> /dev/null\nthen\n err \"awscli is not installed\"\n exit 1\nfi\n\n# Suppress errors and capture the major version number\nversion=$(aws --version 2>/dev/null | grep -oE 'aws-cli/([1-2])\\.' | grep -oE '[1-2]' | head -n 1)\n\nlog_info -l \"Detected AWS CLI major version: $version\" -q \"$QUIET_MODE\"\n\nif [[ ! $version == \"2\"* ]];\nthen\n err \"awscli version 2 is not installed which is required for dalmatian-tools\"\n\n if [ \"$QUIET_MODE\" == \"0\" ]\n then\n echo\n echo \"If you have manually installed AWS CLI 1, you should run: \"\n echo \" sudo rm -rf /usr/local/aws\"\n echo \" sudo rm /usr/local/bin/aws\"\n echo\n echo \"If you installed it using Homebrew, you should run:\"\n echo \" brew remove awscli awscli@1\"\n echo \" brew install awscli\"\n fi\n\n exit 1\nfi\n"
|
|
},
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"fileDiff": "Index: awscli-version\n===================================================================\n--- awscli-version\tOriginal\n+++ awscli-version\tWritten\n@@ -0,0 +1,52 @@\n+#!/bin/bash\n+\n+# exit on failures\n+set -e\n+set -o pipefail\n+\n+usage() {\n+ echo \"Check if awscli is installed and compatible with dalmatian-tools\"\n+ exit 1\n+}\n+\n+while getopts \"i:h\" opt; do\n+ case $opt in\n+ h)\n+ usage\n+ ;;\n+ *)\n+ usage\n+ ;;\n+ esac\n+done\n+\n+# Check if awscli is installed\n+if ! command -v aws &> /dev/null\n+then\n+ err \"awscli is not installed\"\n+ exit 1\n+fi\n+\n+# Suppress errors and capture the major version number\n+version=$(aws --version 2>/dev/null | grep -oE 'aws-cli/([1-2])\\.' | grep -oE '[1-2]' | head -n 1)\n+\n+log_info -l \"Detected AWS CLI major version: $version\" -q \"$QUIET_MODE\"\n+\n+if [[ ! $version == \"2\"* ]];\n+then\n+ err \"awscli version 2 is not installed which is required for dalmatian-tools\"\n+\n+ if [ \"$QUIET_MODE\" == \"0\" ]\n+ then\n+ echo\n+ echo \"If you have manually installed AWS CLI 1, you should run: \"\n+ echo \" sudo rm -rf /usr/local/aws\"\n+ echo \" sudo rm /usr/local/bin/aws\"\n+ echo\n+ echo \"If you installed it using Homebrew, you should run:\"\n+ echo \" brew remove awscli awscli@1\"\n+ echo \" brew install awscli\"\n+ fi\n+\n+ exit 1\n+fi\n",
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"fileName": "awscli-version",
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"newContent": "#!/bin/bash\n\n# exit on failures\nset -e\nset -o pipefail\n\nusage() {\n echo \"Check if awscli is installed and compatible with dalmatian-tools\"\n exit 1\n}\n\nwhile getopts \"i:h\" opt; do\n case $opt in\n h)\n usage\n ;;\n *)\n usage\n ;;\n esac\ndone\n\n# Check if awscli is installed\nif ! command -v aws &> /dev/null\nthen\n err \"awscli is not installed\"\n exit 1\nfi\n\n# Suppress errors and capture the major version number\nversion=$(aws --version 2>/dev/null | grep -oE 'aws-cli/([1-2])\\.' | grep -oE '[1-2]' | head -n 1)\n\nlog_info -l \"Detected AWS CLI major version: $version\" -q \"$QUIET_MODE\"\n\nif [[ ! $version == \"2\"* ]];\nthen\n err \"awscli version 2 is not installed which is required for dalmatian-tools\"\n\n if [ \"$QUIET_MODE\" == \"0\" ]\n then\n echo\n echo \"If you have manually installed AWS CLI 1, you should run: \"\n echo \" sudo rm -rf /usr/local/aws\"\n echo \" sudo rm /usr/local/bin/aws\"\n echo\n echo \"If you installed it using Homebrew, you should run:\"\n echo \" brew remove awscli awscli@1\"\n echo \" brew install awscli\"\n fi\n\n exit 1\nfi\n",
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{
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"subject": "Reflecting on Implementation",
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"description": "I've started the implementation of `bin/aws/v2/awscli-version`, drawing parallels to the existing v1 version. A slight nuance caught my attention in the v1 implementation; I've made a note of it to ensure consistency in the new version.",
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"timestamp": "2026-02-03T15:24:21.386Z"
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},
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{
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"subject": "Examining Version Requirements",
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"description": "I'm now revisiting the logic within `bin/aws/v1/awscli-version`, to confirm if there is anything I may have missed. The core functionality, designed to extract the major version, seems robust. However, I want to ensure my v2 implementation is equally performant and consider any opportunities for simplification, especially now that v2 is the target.",
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"timestamp": "2026-02-03T15:24:23.905Z"
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},
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{
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"subject": "Building the v2 Implementation",
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"description": "I've written the `bin/aws/v2/awscli-version` script now, mirroring the v1 logic with minor tweaks for potential improvements. The core version detection using `aws --version` and `grep` remains. I have confirmed that the core logic is sound and the v2 requirements will match the existing implementation. I also verified the execution permissions.",
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"timestamp": "2026-02-03T15:24:26.830Z"
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}
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"description": "Making the new awscli-version script executable.",
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"command": "chmod +x bin/aws/v2/awscli-version"
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"output": "Command: chmod +x bin/aws/v2/awscli-version\nDirectory: (root)\nOutput: (empty)\nError: (none)\nExit Code: 0\nSignal: 0\nBackground PIDs: (none)\nProcess Group PGID: 25525"
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"timestamp": "2026-02-03T15:25:06.918Z"
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"command": "./bin/dalmatian version && ./bin/aws/v2/awscli-version",
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"output": "Command: ./bin/dalmatian version && ./bin/aws/v2/awscli-version\nDirectory: (root)\nOutput: ==> Dalmatian Tools v2\n==> (Release: v0.61.0)\n==> The tooling available in v2 is to be used with infrastructures\n==> deployed via dalmatian-tools\n==> To use tooling for use with infrastructures launched with the dxw/dalmatian repo,\n==> switch to 'v1' by running 'dalmatian version -v 1'\n./bin/aws/v2/awscli-version: line 33: log_info: command not found\nError: (none)\nExit Code: 127\nSignal: 0\nBackground PIDs: (none)\nProcess Group PGID: 25566"
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"status": "success",
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"timestamp": "2026-02-03T15:25:37.101Z",
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"resultDisplay": "==> Dalmatian Tools v2\n==> (Release: v0.61.0)\n==> The tooling available in v2 is to be used with infrastructures\n==> deployed via dalmatian-tools\n==> To use tooling for use with infrastructures launched with the dxw/dalmatian repo,\n==> switch to 'v1' by running 'dalmatian version -v 1'\n./bin/aws/v2/awscli-version: line 33: log_info: command not found",
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"subject": "Examining Key-Age and AWS",
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"description": "I'm now shifting my focus to `key-age`. Before diving in, I need to check the functionality of `awscli-version`. It's a quick detour to assess whether the AWS CLI is available, though the environment might lack it.",
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"timestamp": "2026-02-03T15:25:12.921Z"
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"timestamp": "2026-02-03T15:25:57.856Z",
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"content": "Request cancelled."
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