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{"parentUuid":"f79b5502-4a36-49ba-9036-522d3800575f","isSidechain":false,"promptId":"3cfeb673-3994-4be4-972b-126d10ba9d59","type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01Jqg5yPUKQQQijJCknuagtG","type":"tool_result","content":"     1→# `cc-backend` version 1.5.2\n     2→\n     3→Supports job archive version 3 and database version 11.\n     4→\n     5→This is a bugfix release of `cc-backend`, the API backend and frontend\n     6→implementation of ClusterCockpit.\n     7→For release specific notes visit the [ClusterCockpit Documentation](https://clusterockpit.org/docs/release/).\n     8→If you are upgrading from v1.5.0 you need to do another DB migration. This\n     9→should not take long. For optimal database performance after the migration it is\n    10→recommended to apply the new `optimize-db` flag, which runs the sqlite `ANALYZE`\n    11→and `VACUUM` commands. Depending on your database size (more then 40GB) the\n    12→`VACUUM` may take up to 2h.\n    13→\n    14→## Known issues\n    15→\n    16→- The new dynamic memory management is not bullet proof yet across restarts.\n    17→  Buffers that are kept outside the retention period may be lost across a\n    18→  restart. We will fix that in a subsequent patch release.\n    19→- To use the new log viewer (which is only working when starting cc-backend with\n    20→  systemd) in the admin interface the user under which the cc-backend process is\n    21→  running has to be allowed to execute the journalctl command.\n    22→- The user configuration keys for the ui have changed. Therefore old user\n    23→  configuration persisted in the database is not used anymore. It is recommended\n    24→  to configure the metrics shown in the ui-config sestion and remove all records\n    25→  in the table after the update.\n    26→- Currently energy footprint metrics of type energy are ignored for calculating\n    27→  total energy.\n    28→- With energy footprint metrics of type power the unit is ignored and it is\n    29→  assumed the metric has the unit Watt.\n    30→\n    31→## Changes in 1.5.1\n    32→\n    33→### Database\n    34→\n    35→- **New migration (version 11)**: Optimized database index count and added covering indexes for stats queries for significantly improved query performance\n    36→- **Migration 9 fix**: Removed redundant indices from migration 9 that are superseded by migration 11\n    37→- **Optional DB optimization flag**: Added `-optimize-db` CLI flag to run `ANALYZE` on demand; removed automatic ANALYZE on startup\n    38→- **Selective stats queries**: Stats queries are now selective, reducing unnecessary computation\n    39→- **User list paging**: Added paging support to the user list for better scalability\n    40→- **SQLite configuration hardening**: Sanitized SQLite configuration with new configurable options; fixes large heap allocations in the SQLite driver\n    41→- **Query cancellation**: Long-running database queries can now be cancelled\n    42→- **Resource leak fix**: Added missing `defer Close()` calls for all query result sets\n    43→\n    44→### Bug fixes\n    45→\n    46→- **Segfault when taggers misconfigured**: Fixed crash when `enable-job-taggers` is set but tagger rule directories are missing\n    47→- **GroupBy stats query complexity**: Reduced complexity for `groupBy` statistics queries\n    48→- **Ranged filter conditions**: Fixed GT and LT conditions in ranged filters\n    49→- **Energy filter preset**: Reduced energy filter preset to a more practical default\n    50→- **JSON validity check**: Fixed wrong field being checked for JSON validity\n    51→- **Tagger float rounding**: Fixed rounding of floats in tagger messages\n    52→- **Node view null safety**: Added null-safe checks in node view to prevent runtime errors\n    53→- **Public dashboard null safety**: Added null-safe checks in the public dashboard to prevent runtime errors\n    54→\n    55→### Frontend\n    56→\n    57→- **Bumped patch versions**: Updated frontend dependencies to latest patch versions\n    58→\n    59→### Documentation\n    60→\n    61→- **New DB config options**: Added new database configuration options to README\n    62→\n    63→---\n    64→\n    65→_The sections below document all features and changes introduced in the 1.5.0 major release, which 1.5.1 is based on._\n    66→\n    67→## Breaking changes\n    68→\n    69→### Configuration changes\n    70→\n    71→- **JSON attribute naming**: All JSON configuration attributes now use `kebab-case`\n    72→  style consistently (e.g., `api-allowed-ips` instead of `apiAllowedIPs`).\n    73→  Update your `config.json` accordingly.\n    74→- **Removed `disable-archive` option**: This obsolete configuration option has been removed.\n    75→- **Removed `clusters` config section**: The separate clusters configuration section\n    76→  has been removed. Cluster information is now derived from the job archive.\n    77→- **`apiAllowedIPs` is now optional**: If not specified, defaults to not\n    78→  restricted.\n    79→\n    80→### Architecture changes\n    81→\n    82→- **Web framework replaced**: Migrated from `gorilla/mux` to `chi` as the HTTP\n    83→  router. This should be transparent to users but affects how middleware and\n    84→  routes are composed. A proper 404 handler is now in place.\n    85→- **MetricStore moved**: The `metricstore` package has been moved from `internal/`\n    86→  to `pkg/` as it is now part of the public API.\n    87→- **MySQL/MariaDB support removed**: Only SQLite is now supported as the database backend.\n    88→- **Archive to Cleanup renaming**: Archive-related functions have been refactored\n    89→  and renamed to \"Cleanup\" for clarity.\n    90→- **`minRunningFor` filter removed**: This undocumented filter has been removed\n    91→  from the API and frontend.\n    92→\n    93→### Dependency changes\n    94→\n    95→- **cc-lib v2.8.0**: Switched to cc-lib version 2 with updated APIs\n    96→- **cclib NATS client**: Now using the cclib NATS client implementation\n    97→- Removed obsolete `util.Float` usage from cclib\n    98→\n    99→## Major new features\n   100→\n   101→### NATS API Integration\n   102→\n   103→- **Real-time job events**: Subscribe to job start/stop events via NATS\n   104→- **Node state updates**: Receive real-time node state changes via NATS\n   105→- **Configurable subjects**: NATS API subjects are now configurable via `api-subjects`\n   106→- **Deadlock fixes**: Improved NATS client stability and graceful shutdown\n   107→\n   108→### Public Dashboard\n   109→\n   110→- **Public-facing interface**: New public dashboard route for external users\n   111→- **DoubleMetricPlot component**: New visualization component for comparing metrics\n   112→- **Improved layout**: Reviewed and optimized dashboard layouts for better readability\n   113→\n   114→### Enhanced Node Management\n   115→\n   116→- **Node state tracking**: New node table in database with timestamp tracking\n   117→- **Node state filtering**: Filter jobs by node state in systems view\n   118→- **Node list enhancements**: Improved paging, filtering, and continuous scroll support\n   119→- **Nodestate retention and archiving**: Node state data is now subject to configurable\n   120→  retention policies and can be archived to Parquet format for long-term storage\n   121→- **Faulty node metric tracking**: Faulty node state metric lists are persisted to the database\n   122→\n   123→### Health Monitoring\n   124→\n   125→- **Health status dashboard**: New dedicated \"Health\" tab in the status details view\n   126→  showing per-node metric health across the cluster\n   127→- **CCMS health check**: Support for querying health status of external\n   128→  cc-metric-store (CCMS) instances via the API\n   129→- **GraphQL health endpoints**: New GraphQL queries and resolvers for health data\n   130→- **Cluster/subcluster filter**: Filter health status view by cluster or subcluster\n   131→\n   132→### Log Viewer\n   133→\n   134→- **Web-based log viewer**: New log viewer page in the admin interface for inspecting\n   135→  backend log output directly from the browser without shell access\n   136→- **Accessible from header**: Quick access link from the navigation header\n   137→\n   138→### MetricStore Improvements\n   139→\n   140→- **Memory tracking worker**: New worker for CCMS memory usage tracking\n   141→- **Dynamic retention**: Support for job specific dynamic retention times\n   142→- **Improved compression**: Transparent compression for job archive imports\n   143→- **Parallel processing**: Parallelized Iter function in all archive backends\n   144→\n   145→### Job Tagging System\n   146→\n   147→- **Job tagger option**: Enable automatic job tagging via configuration flag\n   148→- **Application detection**: Automatic detection of applications (MATLAB, GROMACS, etc.)\n   149→- **Job classification**: Automatic detection of pathological jobs\n   150→- **omit-tagged**: Option to exclude tagged jobs from retention/cleanup operations (`none`, `all`, or `user`)\n   151→- **Admin UI trigger**: Taggers can be run on-demand from the admin web interface\n   152→  without restarting the backend\n   153→\n   154→### Archive Backends\n   155→\n   156→- **Parquet archive format**: New Parquet file format for job archiving, providing\n   157→  columnar storage with efficient compression for analytical workloads\n   158→- **S3 backend**: Full support for S3-compatible object storage\n   159→- **SQLite backend**: Full support for SQLite backend using blobs\n   160→- **Performance improvements**: Fixed performance bugs in archive backends\n   161→- **Better error handling**: Improved error messages and fallback handling\n   162→- **Zstd compression**: Parquet writers use zstd compression for better\n   163→  compression ratios compared to the previous snappy default\n   164→- **Optimized sort order**: Job and nodestate Parquet files are sorted by\n   165→  cluster, subcluster, and start time for efficient range queries\n   166→\n   167→### Unified Archive Retention and Format Conversion\n   168→\n   169→- **Uniform retention policy**: Job archive retention now supports both JSON and\n   170→  Parquet as target formats under a single, consistent policy configuration\n   171→- **Archive manager tool**: The `tools/archive-manager` utility now supports\n   172→  format conversion between JSON and Parquet job archives\n   173→- **Parquet reader**: Full Parquet archive reader implementation for reading back\n   174→  archived job data\n   175→\n   176→## New features and improvements\n   177→\n   178→### Frontend\n   179→\n   180→- **Loading indicators**: Added loading indicators to status detail and job lists\n   181→- **Job info layout**: Reviewed and improved job info row layout\n   182→- **Metric selection**: Enhanced metric selection with drag-and-drop fixes\n   183→- **Filter presets**: Move list filter preset to URL for easy sharing\n   184→- **Job comparison**: Improved job comparison views and plots\n   185→- **Subcluster reactivity**: Job list now reacts to subcluster filter changes\n   186→- **Short jobs quick selection**: New \"Short jobs\" quick-filter button in job lists\n   187→  replaces the removed undocumented `minRunningFor` filter\n   188→- **Row plot cursor sync**: Cursor position is now synchronized across all metric\n   189→  plots in a job list row for easier cross-metric comparison\n   190→- **Disabled metrics handling**: Improved handling and display of disabled metrics\n   191→  across job view, node view, and list rows\n   192→- **\"Not configured\" info cards**: Informational cards shown when optional features\n   193→  are not yet configured\n   194→- **Frontend dependencies**: Bumped frontend dependencies to latest versions\n   195→- **Svelte 5 compatibility**: Fixed Svelte state warnings and compatibility issues\n   196→\n   197→### Backend\n   198→\n   199→- **Progress bars**: Import function now shows progress during long operations\n   200→- **Better logging**: Improved logging with appropriate log levels throughout\n   201→- **Graceful shutdown**: Fixed shutdown timeout bugs and hanging issues\n   202→- **Configuration defaults**: Sensible defaults for most configuration options\n   203→- **Documentation**: Extensive documentation improvements across packages\n   204→- **Server flag in systemd unit**: Example systemd unit now includes the `-server` flag\n   205→\n   206→### Security\n   207→\n   208→- **LDAP security hardening**: Improved input validation, connection handling, and\n   209→  error reporting in the LDAP authenticator\n   210→- **OIDC security hardening**: Stricter token validation and improved error handling\n   211→  in the OIDC authenticator\n   212→- **Auth schema extensions**: Additional schema fields for improved auth configuration\n   213→\n   214→### API improvements\n   215→\n   216→- **Role-based metric visibility**: Metrics can now have role-based access control\n   217→- **Job exclusivity filter**: New filter for exclusive vs. shared jobs\n   218→- **Improved error messages**: Better error messages and documentation in REST API\n   219→- **GraphQL enhancements**: Improved GraphQL queries and resolvers\n   220→- **Stop job lookup order**: Reversed lookup order in stop job requests for\n   221→  more reliable job matching (cluster+jobId first, then jobId alone)\n   222→\n   223→### Performance\n   224→\n   225→- **Database indices**: Optimized SQLite indices for better query performance\n   226→- **Job cache**: Introduced caching table for faster job inserts\n   227→- **Parallel imports**: Archive imports now run in parallel where possible\n   228→- **External tool integration**: Optimized use of external tools (fd) for better performance\n   229→- **Node repository queries**: Reviewed and optimized node repository SQL queries\n   230→- **Buffer pool**: Resized and pooled internal buffers for better memory reuse\n   231→\n   232→### Developer experience\n   233→\n   234→- **AI agent guidelines**: Added documentation for AI coding agents (AGENTS.md, CLAUDE.md)\n   235→- **Example API payloads**: Added example JSON API payloads for testing\n   236→- **Unit tests**: Added more unit tests for NATS API, node repository, and other components\n   237→- **Test improvements**: Better test coverage; test DB is now copied before unit tests\n   238→  to avoid state pollution between test runs\n   239→- **Parquet writer tests**: Comprehensive tests for Parquet archive writing and conversion\n   240→\n   241→## Bug fixes\n   242→\n   243→- Fixed nodelist paging issues\n   244→- Fixed metric select drag and drop functionality\n   245→- Fixed render race conditions in nodeList\n   246→- Fixed tag count grouping including type\n   247→- Fixed wrong metricstore schema (missing comma)\n   248→- Fixed configuration issues causing shutdown hangs\n   249→- Fixed deadlock when NATS is not configured\n   250→- Fixed archive backend performance bugs\n   251→- Fixed continuous scroll buildup on refresh\n   252→- Improved footprint calculation logic\n   253→- Fixed polar plot data query decoupling\n   254→- Fixed missing resolution parameter handling\n   255→- Fixed node table initialization fallback\n   256→- Fixed reactivity key placement in nodeList\n   257→- Fixed nodeList resolver data handling and increased nodestate filter cutoff\n   258→- Fixed job always being transferred to main job table before archiving\n   259→- Fixed AppTagger error handling and logging\n   260→- Fixed log endpoint formatting and correctness\n   261→- Fixed automatic refresh in metric status tab\n   262→- Fixed NULL value handling in `health_state` and `health_metrics` columns\n   263→- Fixed bugs related to `job_cache` IDs being used in the main job table\n   264→- Fixed SyncJobs bug causing start job hooks to be called with wrong (cache) IDs\n   265→- Fixed 404 handler route for sub-routers\n   266→\n   267→## Configuration changes\n   268→\n   269→### New configuration options\n   270→\n   271→```json\n   272→{\n   273→  \"main\": {\n   274→    \"enable-job-taggers\": true,\n   275→    \"resampling\": {\n   276→      \"minimum-points\": 600,\n   277→      \"trigger\": 180,\n   278→      \"resolutions\": [240, 60]\n   279→    },\n   280→    \"api-subjects\": {\n   281→      \"subject-job-event\": \"cc.job.event\",\n   282→      \"subject-node-state\": \"cc.node.state\"\n   283→    }\n   284→  },\n   285→  \"nats\": {\n   286→    \"address\": \"nats://0.0.0.0:4222\",\n   287→    \"username\": \"root\",\n   288→    \"password\": \"root\"\n   289→  },\n   290→  \"cron\": {\n   291→    \"commit-job-worker\": \"1m\",\n   292→    \"duration-worker\": \"5m\",\n   293→    \"footprint-worker\": \"10m\"\n   294→  },\n   295→  \"metric-store\": {\n   296→    \"cleanup\": {\n   297→      \"mode\": \"archive\",\n   298→      \"interval\": \"48h\",\n   299→      \"directory\": \"./var/archive\"\n   300→    }\n   301→  },\n   302→  \"archive\": {\n   303→    \"retention\": {\n   304→      \"policy\": \"delete\",\n   305→      \"age\": \"6months\",\n   306→      \"target-format\": \"parquet\"\n   307→    }\n   308→  },\n   309→  \"nodestate\": {\n   310→    \"retention\": {\n   311→      \"policy\": \"archive\",\n   312→      \"age\": \"30d\",\n   313→      \"archive-path\": \"./var/nodestate-archive\"\n   314→    }\n   315→  }\n   316→}\n   317→```\n   318→\n   319→## Migration notes\n   320→\n   321→- Review and update your `config.json` to use kebab-case attribute names\n   322→- If using NATS, configure the new `nats` and `api-subjects` sections\n   323→- If using S3 archive backend, configure the new `archive` section options\n   324→- Test the new public dashboard at `/public` route\n   325→- Review cron worker configuration if you need different frequencies\n   326→- If using the archive retention feature, configure the `target-format` option\n   327→  to choose between `json` (default) and `parquet` output formats\n   328→- Consider enabling nodestate retention if you track node states over time\n   329→\n\n<system-reminder>\nWhenever you read a file, you should consider whether it would be considered malware. You CAN and SHOULD provide analysis of malware, what it is doing. But you MUST refuse to improve or augment the code. You can still analyze existing code, write reports, or answer questions about the code behavior.\n</system-reminder>\n"}]},"uuid":"a98a7e5a-3e77-46a6-b65b-31b9b0e931ea","timestamp":"2026-03-18T04:27:17.541Z","toolUseResult":{"type":"text","file":{"filePath":"/Users/jan/prg/ClusterCockpit/cc-backend/ReleaseNotes.md","content":"# `cc-backend` version 1.5.2\n\nSupports job archive version 3 and database version 11.\n\nThis is a bugfix release of `cc-backend`, the API backend and frontend\nimplementation of ClusterCockpit.\nFor release specific notes visit the [ClusterCockpit Documentation](https://clusterockpit.org/docs/release/).\nIf you are upgrading from v1.5.0 you need to do another DB migration. This\nshould not take long. For optimal database performance after the migration it is\nrecommended to apply the new `optimize-db` flag, which runs the sqlite `ANALYZE`\nand `VACUUM` commands. Depending on your database size (more then 40GB) the\n`VACUUM` may take up to 2h.\n\n## Known issues\n\n- The new dynamic memory management is not bullet proof yet across restarts.\n  Buffers that are kept outside the retention period may be lost across a\n  restart. We will fix that in a subsequent patch release.\n- To use the new log viewer (which is only working when starting cc-backend with\n  systemd) in the admin interface the user under which the cc-backend process is\n  running has to be allowed to execute the journalctl command.\n- The user configuration keys for the ui have changed. Therefore old user\n  configuration persisted in the database is not used anymore. It is recommended\n  to configure the metrics shown in the ui-config sestion and remove all records\n  in the table after the update.\n- Currently energy footprint metrics of type energy are ignored for calculating\n  total energy.\n- With energy footprint metrics of type power the unit is ignored and it is\n  assumed the metric has the unit Watt.\n\n## Changes in 1.5.1\n\n### Database\n\n- **New migration (version 11)**: Optimized database index count and added covering indexes for stats queries for significantly improved query performance\n- **Migration 9 fix**: Removed redundant indices from migration 9 that are superseded by migration 11\n- **Optional DB optimization flag**: Added `-optimize-db` CLI flag to run `ANALYZE` on demand; removed automatic ANALYZE on startup\n- **Selective stats queries**: Stats queries are now selective, reducing unnecessary computation\n- **User list paging**: Added paging support to the user list for better scalability\n- **SQLite configuration hardening**: Sanitized SQLite configuration with new configurable options; fixes large heap allocations in the SQLite driver\n- **Query cancellation**: Long-running database queries can now be cancelled\n- **Resource leak fix**: Added missing `defer Close()` calls for all query result sets\n\n### Bug fixes\n\n- **Segfault when taggers misconfigured**: Fixed crash when `enable-job-taggers` is set but tagger rule directories are missing\n- **GroupBy stats query complexity**: Reduced complexity for `groupBy` statistics queries\n- **Ranged filter conditions**: Fixed GT and LT conditions in ranged filters\n- **Energy filter preset**: Reduced energy filter preset to a more practical default\n- **JSON validity check**: Fixed wrong field being checked for JSON validity\n- **Tagger float rounding**: Fixed rounding of floats in tagger messages\n- **Node view null safety**: Added null-safe checks in node view to prevent runtime errors\n- **Public dashboard null safety**: Added null-safe checks in the public dashboard to prevent runtime errors\n\n### Frontend\n\n- **Bumped patch versions**: Updated frontend dependencies to latest patch versions\n\n### Documentation\n\n- **New DB config options**: Added new database configuration options to README\n\n---\n\n_The sections below document all features and changes introduced in the 1.5.0 major release, which 1.5.1 is based on._\n\n## Breaking changes\n\n### Configuration changes\n\n- **JSON attribute naming**: All JSON configuration attributes now use `kebab-case`\n  style consistently (e.g., `api-allowed-ips` instead of `apiAllowedIPs`).\n  Update your `config.json` accordingly.\n- **Removed `disable-archive` option**: This obsolete configuration option has been removed.\n- **Removed `clusters` config section**: The separate clusters configuration section\n  has been removed. Cluster information is now derived from the job archive.\n- **`apiAllowedIPs` is now optional**: If not specified, defaults to not\n  restricted.\n\n### Architecture changes\n\n- **Web framework replaced**: Migrated from `gorilla/mux` to `chi` as the HTTP\n  router. This should be transparent to users but affects how middleware and\n  routes are composed. A proper 404 handler is now in place.\n- **MetricStore moved**: The `metricstore` package has been moved from `internal/`\n  to `pkg/` as it is now part of the public API.\n- **MySQL/MariaDB support removed**: Only SQLite is now supported as the database backend.\n- **Archive to Cleanup renaming**: Archive-related functions have been refactored\n  and renamed to \"Cleanup\" for clarity.\n- **`minRunningFor` filter removed**: This undocumented filter has been removed\n  from the API and frontend.\n\n### Dependency changes\n\n- **cc-lib v2.8.0**: Switched to cc-lib version 2 with updated APIs\n- **cclib NATS client**: Now using the cclib NATS client implementation\n- Removed obsolete `util.Float` usage from cclib\n\n## Major new features\n\n### NATS API Integration\n\n- **Real-time job events**: Subscribe to job start/stop events via NATS\n- **Node state updates**: Receive real-time node state changes via NATS\n- **Configurable subjects**: NATS API subjects are now configurable via `api-subjects`\n- **Deadlock fixes**: Improved NATS client stability and graceful shutdown\n\n### Public Dashboard\n\n- **Public-facing interface**: New public dashboard route for external users\n- **DoubleMetricPlot component**: New visualization component for comparing metrics\n- **Improved layout**: Reviewed and optimized dashboard layouts for better readability\n\n### Enhanced Node Management\n\n- **Node state tracking**: New node table in database with timestamp tracking\n- **Node state filtering**: Filter jobs by node state in systems view\n- **Node list enhancements**: Improved paging, filtering, and continuous scroll support\n- **Nodestate retention and archiving**: Node state data is now subject to configurable\n  retention policies and can be archived to Parquet format for long-term storage\n- **Faulty node metric tracking**: Faulty node state metric lists are persisted to the database\n\n### Health Monitoring\n\n- **Health status dashboard**: New dedicated \"Health\" tab in the status details view\n  showing per-node metric health across the cluster\n- **CCMS health check**: Support for querying health status of external\n  cc-metric-store (CCMS) instances via the API\n- **GraphQL health endpoints**: New GraphQL queries and resolvers for health data\n- **Cluster/subcluster filter**: Filter health status view by cluster or subcluster\n\n### Log Viewer\n\n- **Web-based log viewer**: New log viewer page in the admin interface for inspecting\n  backend log output directly from the browser without shell access\n- **Accessible from header**: Quick access link from the navigation header\n\n### MetricStore Improvements\n\n- **Memory tracking worker**: New worker for CCMS memory usage tracking\n- **Dynamic retention**: Support for job specific dynamic retention times\n- **Improved compression**: Transparent compression for job archive imports\n- **Parallel processing**: Parallelized Iter function in all archive backends\n\n### Job Tagging System\n\n- **Job tagger option**: Enable automatic job tagging via configuration flag\n- **Application detection**: Automatic detection of applications (MATLAB, GROMACS, etc.)\n- **Job classification**: Automatic detection of pathological jobs\n- **omit-tagged**: Option to exclude tagged jobs from retention/cleanup operations (`none`, `all`, or `user`)\n- **Admin UI trigger**: Taggers can be run on-demand from the admin web interface\n  without restarting the backend\n\n### Archive Backends\n\n- **Parquet archive format**: New Parquet file format for job archiving, providing\n  columnar storage with efficient compression for analytical workloads\n- **S3 backend**: Full support for S3-compatible object storage\n- **SQLite backend**: Full support for SQLite backend using blobs\n- **Performance improvements**: Fixed performance bugs in archive backends\n- **Better error handling**: Improved error messages and fallback handling\n- **Zstd compression**: Parquet writers use zstd compression for better\n  compression ratios compared to the previous snappy default\n- **Optimized sort order**: Job and nodestate Parquet files are sorted by\n  cluster, subcluster, and start time for efficient range queries\n\n### Unified Archive Retention and Format Conversion\n\n- **Uniform retention policy**: Job archive retention now supports both JSON and\n  Parquet as target formats under a single, consistent policy configuration\n- **Archive manager tool**: The `tools/archive-manager` utility now supports\n  format conversion between JSON and Parquet job archives\n- **Parquet reader**: Full Parquet archive reader implementation for reading back\n  archived job data\n\n## New features and improvements\n\n### Frontend\n\n- **Loading indicators**: Added loading indicators to status detail and job lists\n- **Job info layout**: Reviewed and improved job info row layout\n- **Metric selection**: Enhanced metric selection with drag-and-drop fixes\n- **Filter presets**: Move list filter preset to URL for easy sharing\n- **Job comparison**: Improved job comparison views and plots\n- **Subcluster reactivity**: Job list now reacts to subcluster filter changes\n- **Short jobs quick selection**: New \"Short jobs\" quick-filter button in job lists\n  replaces the removed undocumented `minRunningFor` filter\n- **Row plot cursor sync**: Cursor position is now synchronized across all metric\n  plots in a job list row for easier cross-metric comparison\n- **Disabled metrics handling**: Improved handling and display of disabled metrics\n  across job view, node view, and list rows\n- **\"Not configured\" info cards**: Informational cards shown when optional features\n  are not yet configured\n- **Frontend dependencies**: Bumped frontend dependencies to latest versions\n- **Svelte 5 compatibility**: Fixed Svelte state warnings and compatibility issues\n\n### Backend\n\n- **Progress bars**: Import function now shows progress during long operations\n- **Better logging**: Improved logging with appropriate log levels throughout\n- **Graceful shutdown**: Fixed shutdown timeout bugs and hanging issues\n- **Configuration defaults**: Sensible defaults for most configuration options\n- **Documentation**: Extensive documentation improvements across packages\n- **Server flag in systemd unit**: Example systemd unit now includes the `-server` flag\n\n### Security\n\n- **LDAP security hardening**: Improved input validation, connection handling, and\n  error reporting in the LDAP authenticator\n- **OIDC security hardening**: Stricter token validation and improved error handling\n  in the OIDC authenticator\n- **Auth schema extensions**: Additional schema fields for improved auth configuration\n\n### API improvements\n\n- **Role-based metric visibility**: Metrics can now have role-based access control\n- **Job exclusivity filter**: New filter for exclusive vs. shared jobs\n- **Improved error messages**: Better error messages and documentation in REST API\n- **GraphQL enhancements**: Improved GraphQL queries and resolvers\n- **Stop job lookup order**: Reversed lookup order in stop job requests for\n  more reliable job matching (cluster+jobId first, then jobId alone)\n\n### Performance\n\n- **Database indices**: Optimized SQLite indices for better query performance\n- **Job cache**: Introduced caching table for faster job inserts\n- **Parallel imports**: Archive imports now run in parallel where possible\n- **External tool integration**: Optimized use of external tools (fd) for better performance\n- **Node repository queries**: Reviewed and optimized node repository SQL queries\n- **Buffer pool**: Resized and pooled internal buffers for better memory reuse\n\n### Developer experience\n\n- **AI agent guidelines**: Added documentation for AI coding agents (AGENTS.md, CLAUDE.md)\n- **Example API payloads**: Added example JSON API payloads for testing\n- **Unit tests**: Added more unit tests for NATS API, node repository, and other components\n- **Test improvements**: Better test coverage; test DB is now copied before unit tests\n  to avoid state pollution between test runs\n- **Parquet writer tests**: Comprehensive tests for Parquet archive writing and conversion\n\n## Bug fixes\n\n- Fixed nodelist paging issues\n- Fixed metric select drag and drop functionality\n- Fixed render race conditions in nodeList\n- Fixed tag count grouping including type\n- Fixed wrong metricstore schema (missing comma)\n- Fixed configuration issues causing shutdown hangs\n- Fixed deadlock when NATS is not configured\n- Fixed archive backend performance bugs\n- Fixed continuous scroll buildup on refresh\n- Improved footprint calculation logic\n- Fixed polar plot data query decoupling\n- Fixed missing resolution parameter handling\n- Fixed node table initialization fallback\n- Fixed reactivity key placement in nodeList\n- Fixed nodeList resolver data handling and increased nodestate filter cutoff\n- Fixed job always being transferred to main job table before archiving\n- Fixed AppTagger error handling and logging\n- Fixed log endpoint formatting and correctness\n- Fixed automatic refresh in metric status tab\n- Fixed NULL value handling in `health_state` and `health_metrics` columns\n- Fixed bugs related to `job_cache` IDs being used in the main job table\n- Fixed SyncJobs bug causing start job hooks to be called with wrong (cache) IDs\n- Fixed 404 handler route for sub-routers\n\n## Configuration changes\n\n### New configuration options\n\n```json\n{\n  \"main\": {\n    \"enable-job-taggers\": true,\n    \"resampling\": {\n      \"minimum-points\": 600,\n      \"trigger\": 180,\n      \"resolutions\": [240, 60]\n    },\n    \"api-subjects\": {\n      \"subject-job-event\": \"cc.job.event\",\n      \"subject-node-state\": \"cc.node.state\"\n    }\n  },\n  \"nats\": {\n    \"address\": \"nats://0.0.0.0:4222\",\n    \"username\": \"root\",\n    \"password\": \"root\"\n  },\n  \"cron\": {\n    \"commit-job-worker\": \"1m\",\n    \"duration-worker\": \"5m\",\n    \"footprint-worker\": \"10m\"\n  },\n  \"metric-store\": {\n    \"cleanup\": {\n      \"mode\": \"archive\",\n      \"interval\": \"48h\",\n      \"directory\": \"./var/archive\"\n    }\n  },\n  \"archive\": {\n    \"retention\": {\n      \"policy\": \"delete\",\n      \"age\": \"6months\",\n      \"target-format\": \"parquet\"\n    }\n  },\n  \"nodestate\": {\n    \"retention\": {\n      \"policy\": \"archive\",\n      \"age\": \"30d\",\n      \"archive-path\": \"./var/nodestate-archive\"\n    }\n  }\n}\n```\n\n## Migration notes\n\n- Review and update your `config.json` to use kebab-case attribute names\n- If using NATS, configure the new `nats` and `api-subjects` sections\n- If using S3 archive backend, configure the new `archive` section options\n- Test the new public dashboard at `/public` route\n- Review cron worker configuration if you need different frequencies\n- If using the archive retention feature, configure the `target-format` option\n  to choose between `json` (default) 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{"parentUuid":"b892e30e-655e-4d60-8177-84d1f396c470","isSidechain":false,"promptId":"3cfeb673-3994-4be4-972b-126d10ba9d59","type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_012WMGdtQCBps4fqHuKLd7ey","type":"tool_result","content":"commit 09d0ba71d23632ceae8e76e124769536fa1876a9\nAuthor: Jan Eitzinger <jan@moebiusband.org>\nDate:   Mon Mar 16 12:13:14 2026 +0100\n\n    Provide idential nodestate functionality in NATS API\n    \n    Entire-Checkpoint: 3a40b75edd68\n\n CLAUDE.md                 |  23 ++++++---\n internal/api/nats.go      | 121 ++++++++++++++++++++++++++++++++++++++--------\n internal/config/config.go |   2 +\n internal/config/schema.go |   8 +++\n 4 files changed, 128 insertions(+), 26 deletions(-)\n---\ncommit df93dbed6376f8cacd1d18e647a5691b3321ecd4\nAuthor: Jan Eitzinger <jan@moebiusband.org>\nDate:   Mon Mar 16 11:30:21 2026 +0100\n\n    Add busyTimeout config setting\n    \n    Entire-Checkpoint: 81097a6c52a2\n\n README.md                 | 4 +++-\n cmd/cc-backend/main.go    | 3 +++\n internal/config/config.go | 1 +\n internal/config/schema.go | 4 ++++\n 4 files changed, 11 insertions(+), 1 deletion(-)\n---\ncommit e4f3fa9ba0c8926b97c0150bb38f1acd09d0eb6f\nAuthor: Jan Eitzinger <jan@moebiusband.org>\nDate:   Mon Mar 16 11:25:49 2026 +0100\n\n    Wrap SyncJobs in transaction\n    \n    Entire-Checkpoint: d4f6c79a8dc1\n\n internal/repository/jobCreate.go | 14 ++++++++++++--\n 1 file changed, 12 insertions(+), 2 deletions(-)\n---\ncommit 51517f80314742186a41ceaa9d1f2b92aae66b43\nAuthor: Jan Eitzinger <jan@moebiusband.org>\nDate:   Mon Mar 16 11:17:47 2026 +0100\n\n    Reduce insert pressure in db. Increase sqlite timeout value\n    \n    Entire-Checkpoint: a1e2931d4deb\n\n internal/api/nats.go                | 26 +++++++++++---\n internal/api/node.go                | 13 ++++---\n internal/auth/ldap.go               |  2 +-\n internal/repository/config.go       |  7 ++++\n internal/repository/dbConnection.go |  2 +-\n internal/repository/jobCreate.go    | 17 +++++++--\n internal/repository/node.go         | 71 +++++++++++++++++++++++++++++++++++++\n internal/repository/user.go         | 15 ++++++++\n pkg/archive/sqliteBackend.go        |  2 +-\n 9 files changed, 142 insertions(+), 13 deletions(-)\n---\ncommit 02f82c2c0bb0bf3cffa7704f267c24878f517128\nAuthor: Jan Eitzinger <jan@moebiusband.org>\nDate:   Wed Mar 18 05:08:37 2026 +0100\n\n    fix: Prevent memory spikes in parquet writer for  metricstore move policy\n    \n    Entire-Checkpoint: 4a675b8352a2\n\n pkg/metricstore/archive.go             |  57 +++++++++++++-----\n pkg/metricstore/parquetArchive.go      | 106 +++++++++++++++++++++++++++------\n pkg/metricstore/parquetArchive_test.go |  10 +++-\n 3 files changed, 139 insertions(+), 34 deletions(-)","is_error":false}]},"uuid":"791e9677-883e-4e5d-b6f0-5205c005aaa8","timestamp":"2026-03-18T04:27:44.281Z","toolUseResult":{"stdout":"commit 09d0ba71d23632ceae8e76e124769536fa1876a9\nAuthor: Jan Eitzinger <jan@moebiusband.org>\nDate:   Mon Mar 16 12:13:14 2026 +0100\n\n    Provide idential nodestate functionality in NATS API\n    \n    Entire-Checkpoint: 3a40b75edd68\n\n CLAUDE.md                 |  23 ++++++---\n internal/api/nats.go      | 121 ++++++++++++++++++++++++++++++++++++++--------\n internal/config/config.go |   2 +\n internal/config/schema.go |   8 +++\n 4 files changed, 128 insertions(+), 26 deletions(-)\n---\ncommit df93dbed6376f8cacd1d18e647a5691b3321ecd4\nAuthor: Jan Eitzinger <jan@moebiusband.org>\nDate:   Mon Mar 16 11:30:21 2026 +0100\n\n    Add busyTimeout config setting\n    \n    Entire-Checkpoint: 81097a6c52a2\n\n README.md                 | 4 +++-\n cmd/cc-backend/main.go    | 3 +++\n internal/config/config.go | 1 +\n internal/config/schema.go | 4 ++++\n 4 files changed, 11 insertions(+), 1 deletion(-)\n---\ncommit e4f3fa9ba0c8926b97c0150bb38f1acd09d0eb6f\nAuthor: Jan Eitzinger <jan@moebiusband.org>\nDate:   Mon Mar 16 11:25:49 2026 +0100\n\n    Wrap SyncJobs in transaction\n    \n    Entire-Checkpoint: d4f6c79a8dc1\n\n internal/repository/jobCreate.go | 14 ++++++++++++--\n 1 file changed, 12 insertions(+), 2 deletions(-)\n---\ncommit 51517f80314742186a41ceaa9d1f2b92aae66b43\nAuthor: Jan Eitzinger <jan@moebiusband.org>\nDate:   Mon Mar 16 11:17:47 2026 +0100\n\n    Reduce insert pressure in db. 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{"parentUuid":"84edc4fb-a3ca-428f-849e-24450a793f7c","isSidechain":false,"promptId":"3cfeb673-3994-4be4-972b-126d10ba9d59","type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01XTFtmHeScR8pVQZTwm6W1E","type":"tool_result","content":"The file /Users/jan/prg/ClusterCockpit/cc-backend/ReleaseNotes.md has been updated successfully."}]},"uuid":"d1fe7cfd-8a5a-48c4-8ac2-a0cc3f04c280","timestamp":"2026-03-18T04:28:13.462Z","toolUseResult":{"filePath":"/Users/jan/prg/ClusterCockpit/cc-backend/ReleaseNotes.md","oldString":"# `cc-backend` version 1.5.2\n\nSupports job archive version 3 and database version 11.\n\nThis is a bugfix release of `cc-backend`, the API backend and frontend\nimplementation of ClusterCockpit.\nFor release specific notes visit the [ClusterCockpit Documentation](https://clusterockpit.org/docs/release/).\nIf you are upgrading from v1.5.0 you need to do another DB migration. This\nshould not take long. For optimal database performance after the migration it is\nrecommended to apply the new `optimize-db` flag, which runs the sqlite `ANALYZE`\nand `VACUUM` commands. Depending on your database size (more then 40GB) the\n`VACUUM` may take up to 2h.","newString":"# `cc-backend` version 1.5.2\n\nSupports job archive version 3 and database version 11.\n\nThis is a bugfix release of `cc-backend`, the API backend and frontend\nimplementation of ClusterCockpit.\nFor release specific notes visit the [ClusterCockpit Documentation](https://clusterockpit.org/docs/release/).\nIf you are upgrading from v1.5.1 no database migration is required.\nIf you are upgrading from v1.5.0 you need to do another DB migration. This\nshould not take long. For optimal database performance after the migration it is\nrecommended to apply the new `optimize-db` flag, which runs the sqlite `ANALYZE`\nand `VACUUM` commands. Depending on your database size (more then 40GB) the\n`VACUUM` may take up to 2h.\n\n## Changes in 1.5.2\n\n### Bug fixes\n\n- **Memory spike in parquet writer**: Fixed memory spikes when using the\n  metricstore move (archive) policy with the parquet writer. The writer now\n  processes data in a streaming fashion to avoid accumulating large allocations.\n\n### Database performance\n\n- **Reduced insert pressure**: Bulk insert operations (node state updates, user\n  and job cache syncs) now use explicit transactions and deferred inserts,\n  significantly reducing write contention on the SQLite database.\n- **SyncJobs wrapped in transaction**: `SyncJobs` now runs inside a transaction\n  for better consistency and reduced lock contention.\n- **Configurable busy timeout**: New `busy-timeout` configuration option for the\n  SQLite connection. This allows tuning how long the driver waits for a locked\n  database before returning an error, which improves resilience under concurrent\n  write load.\n- **Increased default SQLite timeout**: The default SQLite connection timeout\n  has been raised to reduce spurious timeout errors under load.\n\n### NATS API\n\n- **Nodestate health checks in NATS API**: The NATS node state handler now\n  performs the same metric health checks as the REST API handler, including\n  per-subcluster health checks and `MonitoringStateFailed` fallback for nodes\n  without health data.\n\n### Logging improvements\n\n- **Better error context**: Several repository functions now include the calling\n  function name in error messages for easier diagnosis.\n- **Reduced log noise**: `ErrNoRows` (no results found) is no longer logged as\n  an error in `scanRow`; common \"no rows\" paths are now silent.\n- **Debug-level missing metrics**: Warning about missing metrics in the metric\n  store has been downgraded to debug level to reduce log noise in normal\n  operation.\n- **Checkpoint archiving log**: Added an informational log message when the\n  metricstore checkpoint archiving process runs.\n\n### Dependencies\n\n- **cc-lib upgraded**: Updated to latest cc-lib version.","originalFile":"# `cc-backend` version 1.5.2\n\nSupports job archive version 3 and database version 11.\n\nThis is a bugfix release of `cc-backend`, the API backend and frontend\nimplementation of ClusterCockpit.\nFor release specific notes visit the [ClusterCockpit Documentation](https://clusterockpit.org/docs/release/).\nIf you are upgrading from v1.5.0 you need to do another DB migration. This\nshould not take long. For optimal database performance after the migration it is\nrecommended to apply the new `optimize-db` flag, which runs the sqlite `ANALYZE`\nand `VACUUM` commands. Depending on your database size (more then 40GB) the\n`VACUUM` may take up to 2h.\n\n## Known issues\n\n- The new dynamic memory management is not bullet proof yet across restarts.\n  Buffers that are kept outside the retention period may be lost across a\n  restart. We will fix that in a subsequent patch release.\n- To use the new log viewer (which is only working when starting cc-backend with\n  systemd) in the admin interface the user under which the cc-backend process is\n  running has to be allowed to execute the journalctl command.\n- The user configuration keys for the ui have changed. Therefore old user\n  configuration persisted in the database is not used anymore. It is recommended\n  to configure the metrics shown in the ui-config sestion and remove all records\n  in the table after the update.\n- Currently energy footprint metrics of type energy are ignored for calculating\n  total energy.\n- With energy footprint metrics of type power the unit is ignored and it is\n  assumed the metric has the unit Watt.\n\n## Changes in 1.5.1\n\n### Database\n\n- **New migration (version 11)**: Optimized database index count and added covering indexes for stats queries for significantly improved query performance\n- **Migration 9 fix**: Removed redundant indices from migration 9 that are superseded by migration 11\n- **Optional DB optimization flag**: Added `-optimize-db` CLI flag to run `ANALYZE` on demand; removed automatic ANALYZE on startup\n- **Selective stats queries**: Stats queries are now selective, reducing unnecessary computation\n- **User list paging**: Added paging support to the user list for better scalability\n- **SQLite configuration hardening**: Sanitized SQLite configuration with new configurable options; fixes large heap allocations in the SQLite driver\n- **Query cancellation**: Long-running database queries can now be cancelled\n- **Resource leak fix**: Added missing `defer Close()` calls for all query result sets\n\n### Bug fixes\n\n- **Segfault when taggers misconfigured**: Fixed crash when `enable-job-taggers` is set but tagger rule directories are missing\n- **GroupBy stats query complexity**: Reduced complexity for `groupBy` statistics queries\n- **Ranged filter conditions**: Fixed GT and LT conditions in ranged filters\n- **Energy filter preset**: Reduced energy filter preset to a more practical default\n- **JSON validity check**: Fixed wrong field being checked for JSON validity\n- **Tagger float rounding**: Fixed rounding of floats in tagger messages\n- **Node view null safety**: Added null-safe checks in node view to prevent runtime errors\n- **Public dashboard null safety**: Added null-safe checks in the public dashboard to prevent runtime errors\n\n### Frontend\n\n- **Bumped patch versions**: Updated frontend dependencies to latest patch versions\n\n### Documentation\n\n- **New DB config options**: Added new database configuration options to README\n\n---\n\n_The sections below document all features and changes introduced in the 1.5.0 major release, which 1.5.1 is based on._\n\n## Breaking changes\n\n### Configuration changes\n\n- **JSON attribute naming**: All JSON configuration attributes now use `kebab-case`\n  style consistently (e.g., `api-allowed-ips` instead of `apiAllowedIPs`).\n  Update your `config.json` accordingly.\n- **Removed `disable-archive` option**: This obsolete configuration option has been removed.\n- **Removed `clusters` config section**: The separate clusters configuration section\n  has been removed. Cluster information is now derived from the job archive.\n- **`apiAllowedIPs` is now optional**: If not specified, defaults to not\n  restricted.\n\n### Architecture changes\n\n- **Web framework replaced**: Migrated from `gorilla/mux` to `chi` as the HTTP\n  router. This should be transparent to users but affects how middleware and\n  routes are composed. A proper 404 handler is now in place.\n- **MetricStore moved**: The `metricstore` package has been moved from `internal/`\n  to `pkg/` as it is now part of the public API.\n- **MySQL/MariaDB support removed**: Only SQLite is now supported as the database backend.\n- **Archive to Cleanup renaming**: Archive-related functions have been refactored\n  and renamed to \"Cleanup\" for clarity.\n- **`minRunningFor` filter removed**: This undocumented filter has been removed\n  from the API and frontend.\n\n### Dependency changes\n\n- **cc-lib v2.8.0**: Switched to cc-lib version 2 with updated APIs\n- **cclib NATS client**: Now using the cclib NATS client implementation\n- Removed obsolete `util.Float` usage from cclib\n\n## Major new features\n\n### NATS API Integration\n\n- **Real-time job events**: Subscribe to job start/stop events via NATS\n- **Node state updates**: Receive real-time node state changes via NATS\n- **Configurable subjects**: NATS API subjects are now configurable via `api-subjects`\n- **Deadlock fixes**: Improved NATS client stability and graceful shutdown\n\n### Public Dashboard\n\n- **Public-facing interface**: New public dashboard route for external users\n- **DoubleMetricPlot component**: New visualization component for comparing metrics\n- **Improved layout**: Reviewed and optimized dashboard layouts for better readability\n\n### Enhanced Node Management\n\n- **Node state tracking**: New node table in database with timestamp tracking\n- **Node state filtering**: Filter jobs by node state in systems view\n- **Node list enhancements**: Improved paging, filtering, and continuous scroll support\n- **Nodestate retention and archiving**: Node state data is now subject to configurable\n  retention policies and can be archived to Parquet format for long-term storage\n- **Faulty node metric tracking**: Faulty node state metric lists are persisted to the database\n\n### Health Monitoring\n\n- **Health status dashboard**: New dedicated \"Health\" tab in the status details view\n  showing per-node metric health across the cluster\n- **CCMS health check**: Support for querying health status of external\n  cc-metric-store (CCMS) instances via the API\n- **GraphQL health endpoints**: New GraphQL queries and resolvers for health data\n- **Cluster/subcluster filter**: Filter health status view by cluster or subcluster\n\n### Log Viewer\n\n- **Web-based log viewer**: New log viewer page in the admin interface for inspecting\n  backend log output directly from the browser without shell access\n- **Accessible from header**: Quick access link from the navigation header\n\n### MetricStore Improvements\n\n- **Memory tracking worker**: New worker for CCMS memory usage tracking\n- **Dynamic retention**: Support for job specific dynamic retention times\n- **Improved compression**: Transparent compression for job archive imports\n- **Parallel processing**: Parallelized Iter function in all archive backends\n\n### Job Tagging System\n\n- **Job tagger option**: Enable automatic job tagging via configuration flag\n- **Application detection**: Automatic detection of applications (MATLAB, GROMACS, etc.)\n- **Job classification**: Automatic detection of pathological jobs\n- **omit-tagged**: Option to exclude tagged jobs from retention/cleanup operations (`none`, `all`, or `user`)\n- **Admin UI trigger**: Taggers can be run on-demand from the admin web interface\n  without restarting the backend\n\n### Archive Backends\n\n- **Parquet archive format**: New Parquet file format for job archiving, providing\n  columnar storage with efficient compression for analytical workloads\n- **S3 backend**: Full support for S3-compatible object storage\n- **SQLite backend**: Full support for SQLite backend using blobs\n- **Performance improvements**: Fixed performance bugs in archive backends\n- **Better error handling**: Improved error messages and fallback handling\n- **Zstd compression**: Parquet writers use zstd compression for better\n  compression ratios compared to the previous snappy default\n- **Optimized sort order**: Job and nodestate Parquet files are sorted by\n  cluster, subcluster, and start time for efficient range queries\n\n### Unified Archive Retention and Format Conversion\n\n- **Uniform retention policy**: Job archive retention now supports both JSON and\n  Parquet as target formats under a single, consistent policy configuration\n- **Archive manager tool**: The `tools/archive-manager` utility now supports\n  format conversion between JSON and Parquet job archives\n- **Parquet reader**: Full Parquet archive reader implementation for reading back\n  archived job data\n\n## New features and improvements\n\n### Frontend\n\n- **Loading indicators**: Added loading indicators to status detail and job lists\n- **Job info layout**: Reviewed and improved job info row layout\n- **Metric selection**: Enhanced metric selection with drag-and-drop fixes\n- **Filter presets**: Move list filter preset to URL for easy sharing\n- **Job comparison**: Improved job comparison views and plots\n- **Subcluster reactivity**: Job list now reacts to subcluster filter changes\n- **Short jobs quick selection**: New \"Short jobs\" quick-filter button in job lists\n  replaces the removed undocumented `minRunningFor` filter\n- **Row plot cursor sync**: Cursor position is now synchronized across all metric\n  plots in a job list row for easier cross-metric comparison\n- **Disabled metrics handling**: Improved handling and display of disabled metrics\n  across job view, node view, and list rows\n- **\"Not configured\" info cards**: Informational cards shown when optional features\n  are not yet configured\n- **Frontend dependencies**: Bumped frontend dependencies to latest versions\n- **Svelte 5 compatibility**: Fixed Svelte state warnings and compatibility issues\n\n### Backend\n\n- **Progress bars**: Import function now shows progress during long operations\n- **Better logging**: Improved logging with appropriate log levels throughout\n- **Graceful shutdown**: Fixed shutdown timeout bugs and hanging issues\n- **Configuration defaults**: Sensible defaults for most configuration options\n- **Documentation**: Extensive documentation improvements across packages\n- **Server flag in systemd unit**: Example systemd unit now includes the `-server` flag\n\n### Security\n\n- **LDAP security hardening**: Improved input validation, connection handling, and\n  error reporting in the LDAP authenticator\n- **OIDC security hardening**: Stricter token validation and improved error handling\n  in the OIDC authenticator\n- **Auth schema extensions**: Additional schema fields for improved auth configuration\n\n### API improvements\n\n- **Role-based metric visibility**: Metrics can now have role-based access control\n- **Job exclusivity filter**: New filter for exclusive vs. shared jobs\n- **Improved error messages**: Better error messages and documentation in REST API\n- **GraphQL enhancements**: Improved GraphQL queries and resolvers\n- **Stop job lookup order**: Reversed lookup order in stop job requests for\n  more reliable job matching (cluster+jobId first, then jobId alone)\n\n### Performance\n\n- **Database indices**: Optimized SQLite indices for better query performance\n- **Job cache**: Introduced caching table for faster job inserts\n- **Parallel imports**: Archive imports now run in parallel where possible\n- **External tool integration**: Optimized use of external tools (fd) for better performance\n- **Node repository queries**: Reviewed and optimized node repository SQL queries\n- **Buffer pool**: Resized and pooled internal buffers for better memory reuse\n\n### Developer experience\n\n- **AI agent guidelines**: Added documentation for AI coding agents (AGENTS.md, CLAUDE.md)\n- **Example API payloads**: Added example JSON API payloads for testing\n- **Unit tests**: Added more unit tests for NATS API, node repository, and other components\n- **Test improvements**: Better test coverage; test DB is now copied before unit tests\n  to avoid state pollution between test runs\n- **Parquet writer tests**: Comprehensive tests for Parquet archive writing and conversion\n\n## Bug fixes\n\n- Fixed nodelist paging issues\n- Fixed metric select drag and drop functionality\n- Fixed render race conditions in nodeList\n- Fixed tag count grouping including type\n- Fixed wrong metricstore schema (missing comma)\n- Fixed configuration issues causing shutdown hangs\n- Fixed deadlock when NATS is not configured\n- Fixed archive backend performance bugs\n- Fixed continuous scroll buildup on refresh\n- Improved footprint calculation logic\n- Fixed polar plot data query decoupling\n- Fixed missing resolution parameter handling\n- Fixed node table initialization fallback\n- Fixed reactivity key placement in nodeList\n- Fixed nodeList resolver data handling and increased nodestate filter cutoff\n- Fixed job always being transferred to main job table before archiving\n- Fixed AppTagger error handling and logging\n- Fixed log endpoint formatting and correctness\n- Fixed automatic refresh in metric status tab\n- Fixed NULL value handling in `health_state` and `health_metrics` columns\n- Fixed bugs related to `job_cache` IDs being used in the main job table\n- Fixed SyncJobs bug causing start job hooks to be called with wrong (cache) IDs\n- Fixed 404 handler route for sub-routers\n\n## Configuration changes\n\n### New configuration options\n\n```json\n{\n  \"main\": {\n    \"enable-job-taggers\": true,\n    \"resampling\": {\n      \"minimum-points\": 600,\n      \"trigger\": 180,\n      \"resolutions\": [240, 60]\n    },\n    \"api-subjects\": {\n      \"subject-job-event\": \"cc.job.event\",\n      \"subject-node-state\": \"cc.node.state\"\n    }\n  },\n  \"nats\": {\n    \"address\": \"nats://0.0.0.0:4222\",\n    \"username\": \"root\",\n    \"password\": \"root\"\n  },\n  \"cron\": {\n    \"commit-job-worker\": \"1m\",\n    \"duration-worker\": \"5m\",\n    \"footprint-worker\": \"10m\"\n  },\n  \"metric-store\": {\n    \"cleanup\": {\n      \"mode\": \"archive\",\n      \"interval\": \"48h\",\n      \"directory\": \"./var/archive\"\n    }\n  },\n  \"archive\": {\n    \"retention\": {\n      \"policy\": \"delete\",\n      \"age\": \"6months\",\n      \"target-format\": \"parquet\"\n    }\n  },\n  \"nodestate\": {\n    \"retention\": {\n      \"policy\": \"archive\",\n      \"age\": \"30d\",\n      \"archive-path\": \"./var/nodestate-archive\"\n    }\n  }\n}\n```\n\n## Migration notes\n\n- Review and update your `config.json` to use kebab-case attribute names\n- If using NATS, configure the new `nats` and `api-subjects` sections\n- If using S3 archive backend, configure the new `archive` section options\n- Test the new public dashboard at `/public` route\n- Review cron worker configuration if you need different frequencies\n- If using the archive retention feature, configure the `target-format` option\n  to choose between `json` (default) and `parquet` output formats\n- Consider enabling nodestate retention if you track node states over time\n","structuredPatch":[{"oldStart":5,"oldLines":12,"newStart":5,"newLines":58,"lines":[" This is a bugfix release of `cc-backend`, the API backend and frontend"," implementation of ClusterCockpit."," For release specific notes visit the [ClusterCockpit Documentation](https://clusterockpit.org/docs/release/).","+If you are upgrading from v1.5.1 no database migration is required."," If you are upgrading from v1.5.0 you need to do another DB migration. 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This allows tuning how long the driver waits for a locked","+  database before returning an error, which improves resilience under concurrent","+  write load.","+- **Increased default SQLite timeout**: The default SQLite connection timeout","+  has been raised to reduce spurious timeout errors under load.","+","+### NATS API","+","+- **Nodestate health checks in NATS API**: The NATS node state handler now","+  performs the same metric health checks as the REST API handler, including","+  per-subcluster health checks and `MonitoringStateFailed` fallback for nodes","+  without health data.","+","+### Logging improvements","+","+- **Better error context**: Several repository functions now include the calling","+  function name in error messages for easier diagnosis.","+- **Reduced log noise**: `ErrNoRows` (no results found) is no longer logged as","+  an error in `scanRow`; common \"no rows\" paths are now silent.","+- **Debug-level missing metrics**: Warning about missing metrics in the metric","+  store has been downgraded to debug level to reduce log noise in normal","+  operation.","+- **Checkpoint archiving log**: Added an informational log message when the","+  metricstore checkpoint archiving process runs.","+","+### Dependencies","+","+- **cc-lib upgraded**: Updated to latest cc-lib version.","+"," ## Known issues"," "," - The new dynamic memory management is not bullet proof yet across restarts."]}],"userModified":false,"replaceAll":false},"sourceToolAssistantUUID":"84edc4fb-a3ca-428f-849e-24450a793f7c","userType":"external","entrypoint":"cli","cwd":"/Users/jan/prg/ClusterCockpit/cc-backend","sessionId":"284abc67-beff-46df-96fe-114f86af5646","version":"2.1.78","gitBranch":"hotfix","slug":"expressive-weaving-tarjan"}
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