diff --git a/75/36f551d548/2/content_hash.txt b/75/36f551d548/2/content_hash.txt
new file mode 100644
index 00000000..d1e3de9b
--- /dev/null
+++ b/75/36f551d548/2/content_hash.txt
@@ -0,0 +1 @@
+sha256:8f73badb0b7c4a50f4168e091a2c992046adeaf6e94c53ac11aa23e3eef20e37
\ No newline at end of file
diff --git a/75/36f551d548/2/full.jsonl b/75/36f551d548/2/full.jsonl
new file mode 100644
index 00000000..05b09cbe
--- /dev/null
+++ b/75/36f551d548/2/full.jsonl
@@ -0,0 +1,249 @@
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`username String!`: Empty string if auth. is disabled, otherwise the username as string\n  - `isApi Bool!`: Is currently logged in user api authority\n-->\n\n<script>\n  import { getContext } from \"svelte\";\n  import UserOptions from \"./user/UserOptions.svelte\";\n  import PlotRenderOptions from \"./user/PlotRenderOptions.svelte\";\n  import PlotColorScheme from \"./user/PlotColorScheme.svelte\";\n\n  /* Svelte 5 Props */\n  let {\n    username,\n    isApi\n  } = $props();\n\n  /* Const Init */\n  const ccconfig = getContext(\"cc-config\");\n  \n  /* State Init */\n  let message = $state({ msg: \"\", target: \"\", color: \"#d63384\" });\n  let displayMessage = $state(false);\n  let cbmode = $state(ccconfig?.plotConfiguration_colorblindMode || false);\n\n  /* Functions */\n  async function handleSettingSubmit(event, setting) {\n    event.preventDefault();\n\n    const selector = setting.selector\n    const target = setting.target\n    let form = document.querySelector(selector);\n    let formData = new FormData(form);\n    try {\n      const res = await fetch(form.action, { method: \"POST\", body: formData });\n      if (res.ok) {\n        let text = await res.text();\n        if (formData.get(\"key\") === \"plotConfiguration_colorblindMode\") {\n          cbmode = JSON.parse(formData.get(\"value\"));\n        }\n        popMessage(text, target, \"#048109\");\n      } else {\n        let text = await res.text();\n        throw new Error(\"Response Code \" + res.status + \"-> \" + text);\n      }\n    } catch (err) {\n      popMessage(err, target, \"#d63384\");\n    }\n\n    return false;\n  }\n\n  function popMessage(response, restarget, rescolor) {\n    message = { msg: response, target: restarget, color: rescolor };\n    displayMessage = true;\n    setTimeout(function () {\n      displayMessage = false;\n    }, 3500);\n  }\n</script>\n\n<UserOptions config={ccconfig} {username} {isApi} bind:message bind:displayMessage updateSetting={(e, newSetting) => handleSettingSubmit(e, newSetting)}/>\n<PlotRenderOptions config={ccconfig} bind:message bind:displayMessage updateSetting={(e, newSetting) => handleSettingSubmit(e, newSetting)}/>\n<PlotColorScheme config={ccconfig} bind:cbmode bind:message bind:displayMessage updateSetting={(e, newSetting) => handleSettingSubmit(e, newSetting)}/>\n","numLines":68,"startLine":1,"totalLines":68}},"sourceToolAssistantUUID":"dd7622d3-c0ea-40c9-8a5c-b8c12408fd30","userType":"external","entrypoint":"cli","cwd":"/Users/jan/prg/ClusterCockpit/cc-backend","sessionId":"f8d732b5-ee26-4579-bdeb-237fa0cb9261","version":"2.1.80","gitBranch":"feature/526-average-resample","slug":"bubbly-shimmying-sedgewick"}
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+{"parentUuid":"d0eee7d6-8d79-4ec5-bc0a-f0fad4b64fab","isSidechain":false,"promptId":"9e3c6c14-f4f2-4b87-b346-2138cb640033","type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01GVMg828YF6xcyyajw3dbeu","type":"tool_result","content":"     1→<!--\n     2→  @component Admin settings wrapper\n     3→\n     4→  Properties:\n     5→  - `ncontent String`: The homepage notice content\n     6→  - `clusterNames [String]`: The available clusternames\n     7→-->\n     8→\n     9→<script>\n    10→  import { Row, Col } from \"@sveltestrap/sveltestrap\";\n    11→  import { onMount, getContext } from \"svelte\";\n    12→  import EditRole from \"./admin/EditRole.svelte\";\n    13→  import EditProject from \"./admin/EditProject.svelte\";\n    14→  import AddUser from \"./admin/AddUser.svelte\";\n    15→  import ShowUsers from \"./admin/ShowUsers.svelte\";\n    16→  import Options from \"./admin/Options.svelte\";\n    17→  import NoticeEdit from \"./admin/NoticeEdit.svelte\";\n    18→  import RunTaggers from \"./admin/RunTaggers.svelte\";\n    19→\n    20→  /* Svelte 5 Props */\n    21→  let {\n    22→    ncontent,\n    23→    clusterNames\n    24→  } = $props();\n    25→\n    26→  /* Const Init*/\n    27→  const ccconfig = getContext(\"cc-config\");\n    28→\n    29→  /* State Init */\n    30→  let users = $state([]);\n    31→  let roles = $state([]);\n    32→\n    33→  /* Functions */\n    34→  function getUserList() {\n    35→    fetch(\"/config/users/?via-ldap=false&not-just-user=true\")\n    36→      .then((res) => res.json())\n    37→      .then((usersRaw) => {\n    38→        users = usersRaw;\n    39→      });\n    40→  }\n    41→\n    42→  function getValidRoles() {\n    43→    fetch(\"/config/roles/\")\n    44→      .then((res) => res.json())\n    45→      .then((rolesRaw) => {\n    46→        roles = rolesRaw;\n    47→      });\n    48→  }\n    49→\n    50→  function initAdmin() {\n    51→    getUserList();\n    52→    getValidRoles();\n    53→  }\n    54→\n    55→  /* on Mount */\n    56→  onMount(() => initAdmin());\n    57→</script>\n    58→\n    59→<Row cols={2} class=\"p-2 g-2\">\n    60→  <Col class=\"mb-1\">\n    61→    <AddUser {roles} reloadUser={() => getUserList()} />\n    62→  </Col>\n    63→  <Col class=\"mb-1\">\n    64→    <ShowUsers reloadUser={() => getUserList()} bind:users />\n    65→  </Col>\n    66→  <Col>\n    67→    <EditRole {roles} reloadUser={() => getUserList()} />\n    68→  </Col>\n    69→  <Col>\n    70→    <EditProject reloadUser={() => getUserList()} />\n    71→  </Col>\n    72→  <Options config={ccconfig} {clusterNames}/>\n    73→  <NoticeEdit {ncontent}/>\n    74→  <RunTaggers />\n    75→</Row>\n    76→"}]},"uuid":"066a3bcd-dff6-415b-ba65-b4db6c1668ed","timestamp":"2026-03-20T05:23:50.226Z","toolUseResult":{"type":"text","file":{"filePath":"/Users/jan/prg/ClusterCockpit/cc-backend/web/frontend/src/config/AdminSettings.svelte","content":"<!--\n  @component Admin settings wrapper\n\n  Properties:\n  - `ncontent String`: The homepage notice content\n  - `clusterNames [String]`: The available clusternames\n-->\n\n<script>\n  import { Row, Col } from \"@sveltestrap/sveltestrap\";\n  import { onMount, getContext } from \"svelte\";\n  import EditRole from \"./admin/EditRole.svelte\";\n  import EditProject from \"./admin/EditProject.svelte\";\n  import AddUser from \"./admin/AddUser.svelte\";\n  import ShowUsers from \"./admin/ShowUsers.svelte\";\n  import Options from \"./admin/Options.svelte\";\n  import NoticeEdit from \"./admin/NoticeEdit.svelte\";\n  import RunTaggers from \"./admin/RunTaggers.svelte\";\n\n  /* Svelte 5 Props */\n  let {\n    ncontent,\n    clusterNames\n  } = $props();\n\n  /* Const Init*/\n  const ccconfig = getContext(\"cc-config\");\n\n  /* State Init */\n  let users = $state([]);\n  let roles = $state([]);\n\n  /* Functions */\n  function getUserList() {\n    fetch(\"/config/users/?via-ldap=false&not-just-user=true\")\n      .then((res) => res.json())\n      .then((usersRaw) => {\n        users = usersRaw;\n      });\n  }\n\n  function getValidRoles() {\n    fetch(\"/config/roles/\")\n      .then((res) => res.json())\n      .then((rolesRaw) => {\n        roles = rolesRaw;\n      });\n  }\n\n  function initAdmin() {\n    getUserList();\n    getValidRoles();\n  }\n\n  /* on Mount */\n  onMount(() => initAdmin());\n</script>\n\n<Row cols={2} class=\"p-2 g-2\">\n  <Col class=\"mb-1\">\n    <AddUser {roles} reloadUser={() => getUserList()} />\n  </Col>\n  <Col class=\"mb-1\">\n    <ShowUsers reloadUser={() => getUserList()} bind:users />\n  </Col>\n  <Col>\n    <EditRole {roles} reloadUser={() => getUserList()} />\n  </Col>\n  <Col>\n    <EditProject reloadUser={() => getUserList()} />\n  </Col>\n  <Options config={ccconfig} {clusterNames}/>\n  <NoticeEdit {ncontent}/>\n  <RunTaggers />\n</Row>\n","numLines":76,"startLine":1,"totalLines":76}},"sourceToolAssistantUUID":"d0eee7d6-8d79-4ec5-bc0a-f0fad4b64fab","userType":"external","entrypoint":"cli","cwd":"/Users/jan/prg/ClusterCockpit/cc-backend","sessionId":"f8d732b5-ee26-4579-bdeb-237fa0cb9261","version":"2.1.80","gitBranch":"feature/526-average-resample","slug":"bubbly-shimmying-sedgewick"}
+{"parentUuid":"066a3bcd-dff6-415b-ba65-b4db6c1668ed","isSidechain":false,"message":{"model":"claude-opus-4-6","id":"msg_01GcQkQsX1V4eoCd4siwHzTg","type":"message","role":"assistant","content":[{"type":"text","text":"Now let me check the PlotRenderOptions component to understand its props."}],"stop_reason":null,"stop_sequence":null,"usage":{"input_tokens":1,"cache_creation_input_tokens":943,"cache_read_input_tokens":20705,"cache_creation":{"ephemeral_5m_input_tokens":0,"ephemeral_1h_input_tokens":943},"output_tokens":1,"service_tier":"standard","inference_geo":"not_available"}},"requestId":"req_011CZDmqrsSPrY7P5mzZm9tV","type":"assistant","uuid":"60a4a643-7584-467c-8b86-b05aa03950c0","timestamp":"2026-03-20T05:23:52.869Z","userType":"external","entrypoint":"cli","cwd":"/Users/jan/prg/ClusterCockpit/cc-backend","sessionId":"f8d732b5-ee26-4579-bdeb-237fa0cb9261","version":"2.1.80","gitBranch":"feature/526-average-resample","slug":"bubbly-shimmying-sedgewick"}
+{"parentUuid":"60a4a643-7584-467c-8b86-b05aa03950c0","isSidechain":false,"message":{"model":"claude-opus-4-6","id":"msg_01GcQkQsX1V4eoCd4siwHzTg","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_01Qk81eFoSBMZz3zaqDPQMPJ","name":"Read","input":{"file_path":"/Users/jan/prg/ClusterCockpit/cc-backend/web/frontend/src/config/user/PlotRenderOptions.svelte"},"caller":{"type":"direct"}}],"stop_reason":"tool_use","stop_sequence":null,"usage":{"input_tokens":1,"cache_creation_input_tokens":943,"cache_read_input_tokens":20705,"output_tokens":105,"server_tool_use":{"web_search_requests":0,"web_fetch_requests":0},"service_tier":"standard","cache_creation":{"ephemeral_1h_input_tokens":943,"ephemeral_5m_input_tokens":0},"inference_geo":"","iterations":[],"speed":"standard"}},"requestId":"req_011CZDmqrsSPrY7P5mzZm9tV","type":"assistant","uuid":"588be2ee-63c3-43c3-bdad-477cc93d7daf","timestamp":"2026-03-20T05:23:53.092Z","userType":"external","entrypoint":"cli","cwd":"/Users/jan/prg/ClusterCockpit/cc-backend","sessionId":"f8d732b5-ee26-4579-bdeb-237fa0cb9261","version":"2.1.80","gitBranch":"feature/526-average-resample","slug":"bubbly-shimmying-sedgewick"}
+{"parentUuid":"588be2ee-63c3-43c3-bdad-477cc93d7daf","isSidechain":false,"type":"progress","data":{"type":"hook_progress","hookEvent":"PostToolUse","hookName":"PostToolUse:Read","command":"callback"},"parentToolUseID":"toolu_01Qk81eFoSBMZz3zaqDPQMPJ","toolUseID":"toolu_01Qk81eFoSBMZz3zaqDPQMPJ","timestamp":"2026-03-20T05:23:53.098Z","uuid":"b9c746a3-b266-402d-a09f-1d3d0c98edd9","userType":"external","entrypoint":"cli","cwd":"/Users/jan/prg/ClusterCockpit/cc-backend","sessionId":"f8d732b5-ee26-4579-bdeb-237fa0cb9261","version":"2.1.80","gitBranch":"feature/526-average-resample","slug":"bubbly-shimmying-sedgewick"}
+{"parentUuid":"588be2ee-63c3-43c3-bdad-477cc93d7daf","isSidechain":false,"promptId":"9e3c6c14-f4f2-4b87-b346-2138cb640033","type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01Qk81eFoSBMZz3zaqDPQMPJ","type":"tool_result","content":"     1→<!--\n     2→  @component Plot render option selection for users\n     3→\n     4→  Properties:\n     5→  - `config Object`: Current cc-config\n     6→  - `message Object`: Message to display on success or error [Bindable]\n     7→  - `displayMessage Bool`: If to display message content [Bindable]\n     8→  - `updateSetting Func`: The callback function to apply current option selection\n     9→-->\n    10→\n    11→<script>\n    12→  import {\n    13→    Button,\n    14→    Row,\n    15→    Col,\n    16→    Card,\n    17→    CardTitle,\n    18→  } from \"@sveltestrap/sveltestrap\";\n    19→  import { getContext } from \"svelte\";\n    20→  import { fade } from \"svelte/transition\";\n    21→\n    22→  /* Svelte 5 Props */\n    23→  let {\n    24→    config,\n    25→    message = $bindable(),\n    26→    displayMessage = $bindable(),\n    27→    updateSetting\n    28→  } = $props();\n    29→\n    30→  const resampleConfig = getContext(\"resampling\");\n    31→  const resamplingEnabled = !!resampleConfig;\n    32→</script>\n    33→\n    34→<Row cols={3} class=\"p-2 g-2\">\n    35→  <!-- LINE WIDTH -->\n    36→  <Col>\n    37→    <Card class=\"h-100\">\n    38→      <form\n    39→        id=\"line-width-form\"\n    40→        method=\"post\"\n    41→        action=\"/frontend/configuration/\"\n    42→        class=\"card-body\"\n    43→        onsubmit={(e) => updateSetting(e, {\n    44→          selector: \"#line-width-form\",\n    45→          target: \"lw\",\n    46→        })}\n    47→      >\n    48→        <!-- Svelte 'class' directive only on DOMs directly, normal 'class=\"xxx\"' does not work, so style-array it is. -->\n    49→        <CardTitle\n    50→          style=\"margin-bottom: 1em; display: flex; align-items: center;\"\n    51→        >\n    52→          <div>Line Width</div>\n    53→          <!-- Expand If-Clause for clarity once -->\n    54→          {#if displayMessage && message.target == \"lw\"}\n    55→            <div style=\"margin-left: auto; font-size: 0.9em;\">\n    56→              <code style=\"color: {message.color};\" out:fade>\n    57→                Update: {message.msg}\n    58→              </code>\n    59→            </div>\n    60→          {/if}\n    61→        </CardTitle>\n    62→        <input type=\"hidden\" name=\"key\" value=\"plotConfiguration_lineWidth\" />\n    63→        <div class=\"mb-3\">\n    64→          <label for=\"value\" class=\"form-label\">Line Width</label>\n    65→          <input\n    66→            type=\"number\"\n    67→            class=\"form-control\"\n    68→            id=\"lwvalue\"\n    69→            name=\"value\"\n    70→            aria-describedby=\"lineWidthHelp\"\n    71→            value={config.plotConfiguration_lineWidth}\n    72→            min=\"1\"\n    73→          />\n    74→          <div id=\"lineWidthHelp\" class=\"form-text\">\n    75→            Width of the lines in the timeseries plots.\n    76→          </div>\n    77→        </div>\n    78→        <Button color=\"primary\" type=\"submit\">Submit</Button>\n    79→      </form>\n    80→    </Card>\n    81→  </Col>\n    82→\n    83→  <!-- PLOTS PER ROW -->\n    84→  <Col>\n    85→    <Card class=\"h-100\">\n    86→      <form\n    87→        id=\"plots-per-row-form\"\n    88→        method=\"post\"\n    89→        action=\"/frontend/configuration/\"\n    90→        class=\"card-body\"\n    91→        onsubmit={(e) => updateSetting(e, {\n    92→          selector: \"#plots-per-row-form\",\n    93→          target: \"ppr\",\n    94→        })}\n    95→      >\n    96→        <!-- Svelte 'class' directive only on DOMs directly, normal 'class=\"xxx\"' does not work, so style-array it is. -->\n    97→        <CardTitle\n    98→          style=\"margin-bottom: 1em; display: flex; align-items: center;\"\n    99→        >\n   100→          <div>Plots per Row</div>\n   101→          {#if displayMessage && message.target == \"ppr\"}\n   102→            <div style=\"margin-left: auto; font-size: 0.9em;\">\n   103→              <code style=\"color: {message.color};\" out:fade>\n   104→                Update: {message.msg}\n   105→              </code>\n   106→            </div>\n   107→          {/if}\n   108→        </CardTitle>\n   109→        <input type=\"hidden\" name=\"key\" value=\"plotConfiguration_plotsPerRow\" />\n   110→        <div class=\"mb-3\">\n   111→          <label for=\"value\" class=\"form-label\">Plots per Row</label>\n   112→          <input\n   113→            type=\"number\"\n   114→            class=\"form-control\"\n   115→            id=\"pprvalue\"\n   116→            name=\"value\"\n   117→            aria-describedby=\"plotsperrowHelp\"\n   118→            value={config.plotConfiguration_plotsPerRow}\n   119→            min=\"1\"\n   120→          />\n   121→          <div id=\"plotsperrowHelp\" class=\"form-text\">\n   122→            How many plots to show next to each other on pages such as\n   123→            /monitoring/job/, /monitoring/system/...\n   124→          </div>\n   125→        </div>\n   126→        <Button color=\"primary\" type=\"submit\">Submit</Button>\n   127→      </form>\n   128→    </Card>\n   129→  </Col>\n   130→\n   131→  <!-- BACKGROUND -->\n   132→  <Col class=\"d-flex justify-content-between\">\n   133→    <Card class=\"h-100\" style=\"width: 49%;\">\n   134→      <form\n   135→        id=\"backgrounds-form\"\n   136→        method=\"post\"\n   137→        action=\"/frontend/configuration/\"\n   138→        class=\"card-body\"\n   139→        onsubmit={(e) => updateSetting(e, {\n   140→          selector: \"#backgrounds-form\",\n   141→          target: \"bg\",\n   142→        })}\n   143→      >\n   144→        <!-- Svelte 'class' directive only on DOMs directly, normal 'class=\"xxx\"' does not work, so style-array it is. -->\n   145→        <CardTitle\n   146→          style=\"margin-bottom: 1em; display: flex; align-items: center;\"\n   147→        >\n   148→          <div>Colored Backgrounds</div>\n   149→          {#if displayMessage && message.target == \"bg\"}\n   150→            <div style=\"margin-left: auto; font-size: 0.9em;\">\n   151→              <code style=\"color: {message.color};\" out:fade>\n   152→                Update: {message.msg}\n   153→              </code>\n   154→            </div>\n   155→          {/if}\n   156→        </CardTitle>\n   157→        <input type=\"hidden\" name=\"key\" value=\"plotConfiguration_colorBackground\" />\n   158→        <div class=\"mb-3\">\n   159→          <div>\n   160→            {#if config.plotConfiguration_colorBackground}\n   161→              <input type=\"radio\" id=\"colb-true-checked\" name=\"value\" value=\"true\" checked />\n   162→            {:else}\n   163→              <input type=\"radio\" id=\"colb-true\" name=\"value\" value=\"true\" />\n   164→            {/if}\n   165→            <label for=\"true\">Yes</label>\n   166→          </div>\n   167→          <div>\n   168→            {#if config.plotConfiguration_colorBackground}\n   169→              <input type=\"radio\" id=\"colb-false\" name=\"value\" value=\"false\" />\n   170→            {:else}\n   171→              <input type=\"radio\" id=\"colb-false-checked\" name=\"value\" value=\"false\" checked />\n   172→            {/if}\n   173→            <label for=\"false\">No</label>\n   174→          </div>\n   175→        </div>\n   176→        <Button color=\"primary\" type=\"submit\">Submit</Button>\n   177→      </form>\n   178→    </Card>\n   179→    <Card class=\"h-100\" style=\"width: 49%;\">\n   180→      <form\n   181→        id=\"colorblindmode-form\"\n   182→        method=\"post\"\n   183→        action=\"/frontend/configuration/\"\n   184→        class=\"card-body\"\n   185→        onsubmit={(e) => updateSetting(e, {\n   186→          selector: \"#colorblindmode-form\",\n   187→          target: \"cbm\",\n   188→        })}\n   189→      >\n   190→        <!-- Svelte 'class' directive only on DOMs directly, normal 'class=\"xxx\"' does not work, so style-array it is. -->\n   191→        <CardTitle\n   192→          style=\"margin-bottom: 1em; display: flex; align-items: center;\"\n   193→        >\n   194→          <div>Color Blind Mode</div>\n   195→          {#if displayMessage && message.target == \"cbm\"}\n   196→            <div style=\"margin-left: auto; font-size: 0.9em;\">\n   197→              <code style=\"color: {message.color};\" out:fade>\n   198→                Update: {message.msg}\n   199→              </code>\n   200→            </div>\n   201→          {/if}\n   202→        </CardTitle>\n   203→        <input type=\"hidden\" name=\"key\" value=\"plotConfiguration_colorblindMode\" />\n   204→        <div class=\"mb-3\">\n   205→          <div>\n   206→            {#if config?.plotConfiguration_colorblindMode}\n   207→              <input type=\"radio\" id=\"cbm-true-checked\" name=\"value\" value=\"true\" checked />\n   208→            {:else}\n   209→              <input type=\"radio\" id=\"cbm-true\" name=\"value\" value=\"true\" />\n   210→            {/if}\n   211→            <label for=\"true\">Yes</label>\n   212→          </div>\n   213→          <div>\n   214→            {#if config?.plotConfiguration_colorblindMode}\n   215→              <input type=\"radio\" id=\"cbm-false\" name=\"value\" value=\"false\" />\n   216→            {:else}\n   217→              <input type=\"radio\" id=\"cbm-false-checked\" name=\"value\" value=\"false\" checked />\n   218→            {/if}\n   219→            <label for=\"false\">No</label>\n   220→          </div>\n   221→        </div>\n   222→        <Button color=\"primary\" type=\"submit\">Submit</Button>\n   223→      </form>\n   224→    </Card>\n   225→  </Col>\n   226→\n   227→  {#if resamplingEnabled}\n   228→  <!-- RESAMPLE POLICY -->\n   229→  <Col>\n   230→    <Card class=\"h-100\">\n   231→      <form\n   232→        id=\"resample-policy-form\"\n   233→        method=\"post\"\n   234→        action=\"/frontend/configuration/\"\n   235→        class=\"card-body\"\n   236→        onsubmit={(e) => updateSetting(e, {\n   237→          selector: \"#resample-policy-form\",\n   238→          target: \"rsp\",\n   239→        })}\n   240→      >\n   241→        <CardTitle\n   242→          style=\"margin-bottom: 1em; display: flex; align-items: center;\"\n   243→        >\n   244→          <div>Resample Policy</div>\n   245→          {#if displayMessage && message.target == \"rsp\"}\n   246→            <div style=\"margin-left: auto; font-size: 0.9em;\">\n   247→              <code style=\"color: {message.color};\" out:fade>\n   248→                Update: {message.msg}\n   249→              </code>\n   250→            </div>\n   251→          {/if}\n   252→        </CardTitle>\n   253→        <input type=\"hidden\" name=\"key\" value=\"plotConfiguration_resamplePolicy\" />\n   254→        <div class=\"mb-3\">\n   255→          {#each [[\"\", \"Default\"], [\"low\", \"Low\"], [\"medium\", \"Medium\"], [\"high\", \"High\"]] as [val, label]}\n   256→            <div>\n   257→              <input type=\"radio\" id=\"rsp-{val || 'default'}\" name=\"value\" value={JSON.stringify(val)}\n   258→                checked={(!config.plotConfiguration_resamplePolicy && val === \"\") || config.plotConfiguration_resamplePolicy === val} />\n   259→              <label for=\"rsp-{val || 'default'}\">{label}</label>\n   260→            </div>\n   261→          {/each}\n   262→          <div id=\"resamplePolicyHelp\" class=\"form-text\">\n   263→            Controls how many data points are shown in metric plots. Low = fast overview (~200 points), Medium = balanced (~500), High = maximum detail (~1000).\n   264→          </div>\n   265→        </div>\n   266→        <Button color=\"primary\" type=\"submit\">Submit</Button>\n   267→      </form>\n   268→    </Card>\n   269→  </Col>\n   270→\n   271→  <!-- RESAMPLE ALGORITHM -->\n   272→  <Col>\n   273→    <Card class=\"h-100\">\n   274→      <form\n   275→        id=\"resample-algo-form\"\n   276→        method=\"post\"\n   277→        action=\"/frontend/configuration/\"\n   278→        class=\"card-body\"\n   279→        onsubmit={(e) => updateSetting(e, {\n   280→          selector: \"#resample-algo-form\",\n   281→          target: \"rsa\",\n   282→        })}\n   283→      >\n   284→        <CardTitle\n   285→          style=\"margin-bottom: 1em; display: flex; align-items: center;\"\n   286→        >\n   287→          <div>Resample Algorithm</div>\n   288→          {#if displayMessage && message.target == \"rsa\"}\n   289→            <div style=\"margin-left: auto; font-size: 0.9em;\">\n   290→              <code style=\"color: {message.color};\" out:fade>\n   291→                Update: {message.msg}\n   292→              </code>\n   293→            </div>\n   294→          {/if}\n   295→        </CardTitle>\n   296→        <input type=\"hidden\" name=\"key\" value=\"plotConfiguration_resampleAlgo\" />\n   297→        <div class=\"mb-3\">\n   298→          {#each [[\"\", \"Default\"], [\"lttb\", \"LTTB\"], [\"average\", \"Average\"], [\"simple\", \"Simple\"]] as [val, label]}\n   299→            <div>\n   300→              <input type=\"radio\" id=\"rsa-{val || 'default'}\" name=\"value\" value={JSON.stringify(val)}\n   301→                checked={(!config.plotConfiguration_resampleAlgo && val === \"\") || config.plotConfiguration_resampleAlgo === val} />\n   302→              <label for=\"rsa-{val || 'default'}\">{label}</label>\n   303→            </div>\n   304→          {/each}\n   305→          <div id=\"resampleAlgoHelp\" class=\"form-text\">\n   306→            Algorithm used when downsampling time-series data. LTTB preserves visual shape, Average smooths data, Simple picks every Nth point.\n   307→          </div>\n   308→        </div>\n   309→        <Button color=\"primary\" type=\"submit\">Submit</Button>\n   310→      </form>\n   311→    </Card>\n   312→  </Col>\n   313→  {/if}\n   314→</Row>"}]},"uuid":"8096a6d4-974b-488a-89bb-6e3ea8317a21","timestamp":"2026-03-20T05:23:53.098Z","toolUseResult":{"type":"text","file":{"filePath":"/Users/jan/prg/ClusterCockpit/cc-backend/web/frontend/src/config/user/PlotRenderOptions.svelte","content":"<!--\n  @component Plot render option selection for users\n\n  Properties:\n  - `config Object`: Current cc-config\n  - `message Object`: Message to display on success or error [Bindable]\n  - `displayMessage Bool`: If to display message content [Bindable]\n  - `updateSetting Func`: The callback function to apply current option selection\n-->\n\n<script>\n  import {\n    Button,\n    Row,\n    Col,\n    Card,\n    CardTitle,\n  } from \"@sveltestrap/sveltestrap\";\n  import { getContext } from \"svelte\";\n  import { fade } from \"svelte/transition\";\n\n  /* Svelte 5 Props */\n  let {\n    config,\n    message = $bindable(),\n    displayMessage = $bindable(),\n    updateSetting\n  } = $props();\n\n  const resampleConfig = getContext(\"resampling\");\n  const resamplingEnabled = !!resampleConfig;\n</script>\n\n<Row cols={3} class=\"p-2 g-2\">\n  <!-- LINE WIDTH -->\n  <Col>\n    <Card class=\"h-100\">\n      <form\n        id=\"line-width-form\"\n        method=\"post\"\n        action=\"/frontend/configuration/\"\n        class=\"card-body\"\n        onsubmit={(e) => updateSetting(e, {\n          selector: \"#line-width-form\",\n          target: \"lw\",\n        })}\n      >\n        <!-- Svelte 'class' directive only on DOMs directly, normal 'class=\"xxx\"' does not work, so style-array it is. -->\n        <CardTitle\n          style=\"margin-bottom: 1em; display: flex; align-items: center;\"\n        >\n          <div>Line Width</div>\n          <!-- Expand If-Clause for clarity once -->\n          {#if displayMessage && message.target == \"lw\"}\n            <div style=\"margin-left: auto; font-size: 0.9em;\">\n              <code style=\"color: {message.color};\" out:fade>\n                Update: {message.msg}\n              </code>\n            </div>\n          {/if}\n        </CardTitle>\n        <input type=\"hidden\" name=\"key\" value=\"plotConfiguration_lineWidth\" />\n        <div class=\"mb-3\">\n          <label for=\"value\" class=\"form-label\">Line Width</label>\n          <input\n            type=\"number\"\n            class=\"form-control\"\n            id=\"lwvalue\"\n            name=\"value\"\n            aria-describedby=\"lineWidthHelp\"\n            value={config.plotConfiguration_lineWidth}\n            min=\"1\"\n          />\n          <div id=\"lineWidthHelp\" class=\"form-text\">\n            Width of the lines in the timeseries plots.\n          </div>\n        </div>\n        <Button color=\"primary\" type=\"submit\">Submit</Button>\n      </form>\n    </Card>\n  </Col>\n\n  <!-- PLOTS PER ROW -->\n  <Col>\n    <Card class=\"h-100\">\n      <form\n        id=\"plots-per-row-form\"\n        method=\"post\"\n        action=\"/frontend/configuration/\"\n        class=\"card-body\"\n        onsubmit={(e) => updateSetting(e, {\n          selector: \"#plots-per-row-form\",\n          target: \"ppr\",\n        })}\n      >\n        <!-- Svelte 'class' directive only on DOMs directly, normal 'class=\"xxx\"' does not work, so style-array it is. -->\n        <CardTitle\n          style=\"margin-bottom: 1em; display: flex; align-items: center;\"\n        >\n          <div>Plots per Row</div>\n          {#if displayMessage && message.target == \"ppr\"}\n            <div style=\"margin-left: auto; font-size: 0.9em;\">\n              <code style=\"color: {message.color};\" out:fade>\n                Update: {message.msg}\n              </code>\n            </div>\n          {/if}\n        </CardTitle>\n        <input type=\"hidden\" name=\"key\" value=\"plotConfiguration_plotsPerRow\" />\n        <div class=\"mb-3\">\n          <label for=\"value\" class=\"form-label\">Plots per Row</label>\n          <input\n            type=\"number\"\n            class=\"form-control\"\n            id=\"pprvalue\"\n            name=\"value\"\n            aria-describedby=\"plotsperrowHelp\"\n            value={config.plotConfiguration_plotsPerRow}\n            min=\"1\"\n          />\n          <div id=\"plotsperrowHelp\" class=\"form-text\">\n            How many plots to show next to each other on pages such as\n            /monitoring/job/, /monitoring/system/...\n          </div>\n        </div>\n        <Button color=\"primary\" type=\"submit\">Submit</Button>\n      </form>\n    </Card>\n  </Col>\n\n  <!-- BACKGROUND -->\n  <Col class=\"d-flex justify-content-between\">\n    <Card class=\"h-100\" style=\"width: 49%;\">\n      <form\n        id=\"backgrounds-form\"\n        method=\"post\"\n        action=\"/frontend/configuration/\"\n        class=\"card-body\"\n        onsubmit={(e) => updateSetting(e, {\n          selector: \"#backgrounds-form\",\n          target: \"bg\",\n        })}\n      >\n        <!-- Svelte 'class' directive only on DOMs directly, normal 'class=\"xxx\"' does not work, so style-array it is. -->\n        <CardTitle\n          style=\"margin-bottom: 1em; display: flex; align-items: center;\"\n        >\n          <div>Colored Backgrounds</div>\n          {#if displayMessage && message.target == \"bg\"}\n            <div style=\"margin-left: auto; font-size: 0.9em;\">\n              <code style=\"color: {message.color};\" out:fade>\n                Update: {message.msg}\n              </code>\n            </div>\n          {/if}\n        </CardTitle>\n        <input type=\"hidden\" name=\"key\" value=\"plotConfiguration_colorBackground\" />\n        <div class=\"mb-3\">\n          <div>\n            {#if config.plotConfiguration_colorBackground}\n              <input type=\"radio\" id=\"colb-true-checked\" name=\"value\" value=\"true\" checked />\n            {:else}\n              <input type=\"radio\" id=\"colb-true\" name=\"value\" value=\"true\" />\n            {/if}\n            <label for=\"true\">Yes</label>\n          </div>\n          <div>\n            {#if config.plotConfiguration_colorBackground}\n              <input type=\"radio\" id=\"colb-false\" name=\"value\" value=\"false\" />\n            {:else}\n              <input type=\"radio\" id=\"colb-false-checked\" name=\"value\" value=\"false\" checked />\n            {/if}\n            <label for=\"false\">No</label>\n          </div>\n        </div>\n        <Button color=\"primary\" type=\"submit\">Submit</Button>\n      </form>\n    </Card>\n    <Card class=\"h-100\" style=\"width: 49%;\">\n      <form\n        id=\"colorblindmode-form\"\n        method=\"post\"\n        action=\"/frontend/configuration/\"\n        class=\"card-body\"\n        onsubmit={(e) => updateSetting(e, {\n          selector: \"#colorblindmode-form\",\n          target: \"cbm\",\n        })}\n      >\n        <!-- Svelte 'class' directive only on DOMs directly, normal 'class=\"xxx\"' does not work, so style-array it is. -->\n        <CardTitle\n          style=\"margin-bottom: 1em; display: flex; align-items: center;\"\n        >\n          <div>Color Blind Mode</div>\n          {#if displayMessage && message.target == \"cbm\"}\n            <div style=\"margin-left: auto; font-size: 0.9em;\">\n              <code style=\"color: {message.color};\" out:fade>\n                Update: {message.msg}\n              </code>\n            </div>\n          {/if}\n        </CardTitle>\n        <input type=\"hidden\" name=\"key\" value=\"plotConfiguration_colorblindMode\" />\n        <div class=\"mb-3\">\n          <div>\n            {#if config?.plotConfiguration_colorblindMode}\n              <input type=\"radio\" id=\"cbm-true-checked\" name=\"value\" value=\"true\" checked />\n            {:else}\n              <input type=\"radio\" id=\"cbm-true\" name=\"value\" value=\"true\" />\n            {/if}\n            <label for=\"true\">Yes</label>\n          </div>\n          <div>\n            {#if config?.plotConfiguration_colorblindMode}\n              <input type=\"radio\" id=\"cbm-false\" name=\"value\" value=\"false\" />\n            {:else}\n              <input type=\"radio\" id=\"cbm-false-checked\" name=\"value\" value=\"false\" checked />\n            {/if}\n            <label for=\"false\">No</label>\n          </div>\n        </div>\n        <Button color=\"primary\" type=\"submit\">Submit</Button>\n      </form>\n    </Card>\n  </Col>\n\n  {#if resamplingEnabled}\n  <!-- RESAMPLE POLICY -->\n  <Col>\n    <Card class=\"h-100\">\n      <form\n        id=\"resample-policy-form\"\n        method=\"post\"\n        action=\"/frontend/configuration/\"\n        class=\"card-body\"\n        onsubmit={(e) => updateSetting(e, {\n          selector: \"#resample-policy-form\",\n          target: \"rsp\",\n        })}\n      >\n        <CardTitle\n          style=\"margin-bottom: 1em; display: flex; align-items: center;\"\n        >\n          <div>Resample Policy</div>\n          {#if displayMessage && message.target == \"rsp\"}\n            <div style=\"margin-left: auto; font-size: 0.9em;\">\n              <code style=\"color: {message.color};\" out:fade>\n                Update: {message.msg}\n              </code>\n            </div>\n          {/if}\n        </CardTitle>\n        <input type=\"hidden\" name=\"key\" value=\"plotConfiguration_resamplePolicy\" />\n        <div class=\"mb-3\">\n          {#each [[\"\", \"Default\"], [\"low\", \"Low\"], [\"medium\", \"Medium\"], [\"high\", \"High\"]] as [val, label]}\n            <div>\n              <input type=\"radio\" id=\"rsp-{val || 'default'}\" name=\"value\" value={JSON.stringify(val)}\n                checked={(!config.plotConfiguration_resamplePolicy && val === \"\") || config.plotConfiguration_resamplePolicy === val} />\n              <label for=\"rsp-{val || 'default'}\">{label}</label>\n            </div>\n          {/each}\n          <div id=\"resamplePolicyHelp\" class=\"form-text\">\n            Controls how many data points are shown in metric plots. Low = fast overview (~200 points), Medium = balanced (~500), High = maximum detail (~1000).\n          </div>\n        </div>\n        <Button color=\"primary\" type=\"submit\">Submit</Button>\n      </form>\n    </Card>\n  </Col>\n\n  <!-- RESAMPLE ALGORITHM -->\n  <Col>\n    <Card class=\"h-100\">\n      <form\n        id=\"resample-algo-form\"\n        method=\"post\"\n        action=\"/frontend/configuration/\"\n        class=\"card-body\"\n        onsubmit={(e) => updateSetting(e, {\n          selector: \"#resample-algo-form\",\n          target: \"rsa\",\n        })}\n      >\n        <CardTitle\n          style=\"margin-bottom: 1em; display: flex; align-items: center;\"\n        >\n          <div>Resample Algorithm</div>\n          {#if displayMessage && message.target == \"rsa\"}\n            <div style=\"margin-left: auto; font-size: 0.9em;\">\n              <code style=\"color: {message.color};\" out:fade>\n                Update: {message.msg}\n              </code>\n            </div>\n          {/if}\n        </CardTitle>\n        <input type=\"hidden\" name=\"key\" value=\"plotConfiguration_resampleAlgo\" />\n        <div class=\"mb-3\">\n          {#each [[\"\", \"Default\"], [\"lttb\", \"LTTB\"], [\"average\", \"Average\"], [\"simple\", \"Simple\"]] as [val, label]}\n            <div>\n              <input type=\"radio\" id=\"rsa-{val || 'default'}\" name=\"value\" value={JSON.stringify(val)}\n                checked={(!config.plotConfiguration_resampleAlgo && val === \"\") || config.plotConfiguration_resampleAlgo === val} />\n              <label for=\"rsa-{val || 'default'}\">{label}</label>\n            </div>\n          {/each}\n          <div id=\"resampleAlgoHelp\" class=\"form-text\">\n            Algorithm used when downsampling time-series data. LTTB preserves visual shape, Average smooths data, Simple picks every Nth point.\n          </div>\n        </div>\n        <Button color=\"primary\" type=\"submit\">Submit</Button>\n      </form>\n    </Card>\n  </Col>\n  {/if}\n</Row>","numLines":314,"startLine":1,"totalLines":314}},"sourceToolAssistantUUID":"588be2ee-63c3-43c3-bdad-477cc93d7daf","userType":"external","entrypoint":"cli","cwd":"/Users/jan/prg/ClusterCockpit/cc-backend","sessionId":"f8d732b5-ee26-4579-bdeb-237fa0cb9261","version":"2.1.80","gitBranch":"feature/526-average-resample","slug":"bubbly-shimmying-sedgewick"}
+{"parentUuid":"8096a6d4-974b-488a-89bb-6e3ea8317a21","isSidechain":false,"message":{"model":"claude-opus-4-6","id":"msg_01Tt2VCrXbTcKWCogbdQNi9s","type":"message","role":"assistant","content":[{"type":"thinking","thinking":"","signature":"EswCCkYICxgCKkB3EOTEvm4YaeUElxhWn5ysyAPJ2401KaIACmY3Rf1B/kojDzeh1QxdNOGjuw8ciLuTb/j+kuI7MyRWOa5I1DM5EgxuNqvxaJAlE/PWlvkaDJdO1rewn4JyisSFtCIwuU9wyV9MGWfymbaVitbn1+2d8Toae+kcqZK4sZwA8x1iC1QViO7IhAO0bTMyl3KJKrMBv7U3ZWGJL3g3z5D13IdqqHb0WHp4O9Njnf6XFZZmSKj4d5r6+ob7Cge7R4dhq0Nw0OTqRjc3LtOCN7MTlv7xD8PLqbD6vostFRvylM9mULs5rtj++0Ut3Cb7wbmYZuzkwN9gpxhqY4rcAsLGS9+1FIg2eDFSa75WL2EY70LuXXMdra2++3aO5nmV0DLh0r5iHZuJ8/aYjuqDEpa6rwqTS4IJsjfU643BrQFNdWkaou4TJpAYAQ=="}],"stop_reason":null,"stop_sequence":null,"usage":{"input_tokens":1,"cache_creation_input_tokens":4357,"cache_read_input_tokens":21648,"cache_creation":{"ephemeral_5m_input_tokens":0,"ephemeral_1h_input_tokens":4357},"output_tokens":8,"service_tier":"standard","inference_geo":"not_available"}},"requestId":"req_011CZDmr5FKXuRqgZMRa4nTX","type":"assistant","uuid":"43b6fe07-2503-48ee-81b7-1c1f60ad8f9f","timestamp":"2026-03-20T05:23:56.873Z","userType":"external","entrypoint":"cli","cwd":"/Users/jan/prg/ClusterCockpit/cc-backend","sessionId":"f8d732b5-ee26-4579-bdeb-237fa0cb9261","version":"2.1.80","gitBranch":"feature/526-average-resample","slug":"bubbly-shimmying-sedgewick"}
+{"parentUuid":"43b6fe07-2503-48ee-81b7-1c1f60ad8f9f","isSidechain":false,"message":{"model":"claude-opus-4-6","id":"msg_01Tt2VCrXbTcKWCogbdQNi9s","type":"message","role":"assistant","content":[{"type":"text","text":"Now I need to understand how admin settings handle form submissions. Let me check the Options component."}],"stop_reason":null,"stop_sequence":null,"usage":{"input_tokens":1,"cache_creation_input_tokens":4357,"cache_read_input_tokens":21648,"cache_creation":{"ephemeral_5m_input_tokens":0,"ephemeral_1h_input_tokens":4357},"output_tokens":8,"service_tier":"standard","inference_geo":"not_available"}},"requestId":"req_011CZDmr5FKXuRqgZMRa4nTX","type":"assistant","uuid":"df6c20de-cb75-45b3-8426-159d6beb5800","timestamp":"2026-03-20T05:23:56.942Z","userType":"external","entrypoint":"cli","cwd":"/Users/jan/prg/ClusterCockpit/cc-backend","sessionId":"f8d732b5-ee26-4579-bdeb-237fa0cb9261","version":"2.1.80","gitBranch":"feature/526-average-resample","slug":"bubbly-shimmying-sedgewick"}
+{"parentUuid":"df6c20de-cb75-45b3-8426-159d6beb5800","isSidechain":false,"message":{"model":"claude-opus-4-6","id":"msg_01Tt2VCrXbTcKWCogbdQNi9s","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_015nucuBeTHqHdNCNtyqnzja","name":"Read","input":{"file_path":"/Users/jan/prg/ClusterCockpit/cc-backend/web/frontend/src/config/admin/Options.svelte"},"caller":{"type":"direct"}}],"stop_reason":"tool_use","stop_sequence":null,"usage":{"input_tokens":1,"cache_creation_input_tokens":4357,"cache_read_input_tokens":21648,"output_tokens":151,"server_tool_use":{"web_search_requests":0,"web_fetch_requests":0},"service_tier":"standard","cache_creation":{"ephemeral_1h_input_tokens":4357,"ephemeral_5m_input_tokens":0},"inference_geo":"","iterations":[],"speed":"standard"}},"requestId":"req_011CZDmr5FKXuRqgZMRa4nTX","type":"assistant","uuid":"7a5f0483-112b-438f-a439-ca3c66b2e32f","timestamp":"2026-03-20T05:23:58.093Z","userType":"external","entrypoint":"cli","cwd":"/Users/jan/prg/ClusterCockpit/cc-backend","sessionId":"f8d732b5-ee26-4579-bdeb-237fa0cb9261","version":"2.1.80","gitBranch":"feature/526-average-resample","slug":"bubbly-shimmying-sedgewick"}
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+{"parentUuid":"7a5f0483-112b-438f-a439-ca3c66b2e32f","isSidechain":false,"promptId":"9e3c6c14-f4f2-4b87-b346-2138cb640033","type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_015nucuBeTHqHdNCNtyqnzja","type":"tool_result","content":"     1→<!--\n     2→  @component Admin option select card\n     3→\n     4→    Properties:\n     5→  - `clusterNames [String]`: The available clusternames\n     6→-->\n     7→\n     8→<script>\n     9→  import { getContext, onMount } from \"svelte\";\n    10→  import { Row, Col, Card, CardBody, CardTitle, Button, Icon } from \"@sveltestrap/sveltestrap\";\n    11→\n    12→  /* Svelte 5 Props */\n    13→  let {\n    14→    clusterNames,\n    15→  } = $props();\n    16→\n    17→  /*Const Init */\n    18→  const resampleConfig = getContext(\"resampling\");\n    19→  \n    20→  /* State Init */\n    21→  let scrambled = $state(false);\n    22→  \n    23→  /* on Mount */\n    24→  onMount(() => {\n    25→    scrambled = window.localStorage.getItem(\"cc-scramble-names\") != null;\n    26→  });\n    27→\n    28→  function handleScramble() {\n    29→    if (!scrambled) {\n    30→      scrambled = true;\n    31→      window.localStorage.setItem(\"cc-scramble-names\", \"true\");\n    32→    } else {\n    33→      scrambled = false;\n    34→      window.localStorage.removeItem(\"cc-scramble-names\");\n    35→    }\n    36→  }\n    37→</script>\n    38→\n    39→<Col>\n    40→  <Card class=\"h-100\">\n    41→    <CardBody>\n    42→      <CardTitle class=\"mb-3\">Scramble Names / Presentation Mode</CardTitle>\n    43→      <input\n    44→        type=\"checkbox\"\n    45→        id=\"scramble-names-checkbox\"\n    46→        style=\"margin-right: 1em;\"\n    47→        onclick={() => handleScramble()}\n    48→        bind:checked={scrambled}\n    49→      />\n    50→      Active?\n    51→    </CardBody>\n    52→  </Card>\n    53→</Col>\n    54→\n    55→{#if clusterNames?.length > 0}\n    56→  <Col> \n    57→    <Card class=\"h-100\">\n    58→      <CardBody>\n    59→        <CardTitle class=\"mb-3\">Public Dashboard Links</CardTitle>\n    60→        <Row>\n    61→        {#each clusterNames as cn}\n    62→          <Col>\n    63→            <Button color=\"info\" class=\"mb-2 mb-xl-0\" href={`/monitoring/dashboard/${cn}`} target=\"_blank\">\n    64→              <Icon name=\"clipboard-pulse\" class=\"mr-2\"/>\n    65→              {cn.charAt(0).toUpperCase() + cn.slice(1)} Public Dashboard\n    66→            </Button>\n    67→          </Col>\n    68→        {/each}\n    69→        </Row>\n    70→      </CardBody>\n    71→    </Card>\n    72→  </Col>\n    73→{/if}\n    74→\n    75→{#if resampleConfig}\n    76→  <Col> \n    77→    <Card class=\"h-100\">\n    78→      <CardBody>\n    79→        <CardTitle class=\"mb-3\">Metric Plot Resampling Info</CardTitle>\n    80→        <p>Triggered at {resampleConfig.trigger} datapoints.</p>\n    81→        <p>Configured resolutions: {resampleConfig.resolutions}</p>\n    82→      </CardBody>\n    83→    </Card>\n    84→  </Col>\n    85→{/if}\n    86→"}]},"uuid":"4f91c042-b9d1-428a-a741-dbb99375fb78","timestamp":"2026-03-20T05:23:58.121Z","toolUseResult":{"type":"text","file":{"filePath":"/Users/jan/prg/ClusterCockpit/cc-backend/web/frontend/src/config/admin/Options.svelte","content":"<!--\n  @component Admin option select card\n\n    Properties:\n  - `clusterNames [String]`: The available clusternames\n-->\n\n<script>\n  import { getContext, onMount } from \"svelte\";\n  import { Row, Col, Card, CardBody, CardTitle, Button, Icon } from \"@sveltestrap/sveltestrap\";\n\n  /* Svelte 5 Props */\n  let {\n    clusterNames,\n  } = $props();\n\n  /*Const Init */\n  const resampleConfig = getContext(\"resampling\");\n  \n  /* State Init */\n  let scrambled = $state(false);\n  \n  /* on Mount */\n  onMount(() => {\n    scrambled = window.localStorage.getItem(\"cc-scramble-names\") != null;\n  });\n\n  function handleScramble() {\n    if (!scrambled) {\n      scrambled = true;\n      window.localStorage.setItem(\"cc-scramble-names\", \"true\");\n    } else {\n      scrambled = false;\n      window.localStorage.removeItem(\"cc-scramble-names\");\n    }\n  }\n</script>\n\n<Col>\n  <Card class=\"h-100\">\n    <CardBody>\n      <CardTitle class=\"mb-3\">Scramble Names / Presentation Mode</CardTitle>\n      <input\n        type=\"checkbox\"\n        id=\"scramble-names-checkbox\"\n        style=\"margin-right: 1em;\"\n        onclick={() => handleScramble()}\n        bind:checked={scrambled}\n      />\n      Active?\n    </CardBody>\n  </Card>\n</Col>\n\n{#if clusterNames?.length > 0}\n  <Col> \n    <Card class=\"h-100\">\n      <CardBody>\n        <CardTitle class=\"mb-3\">Public Dashboard Links</CardTitle>\n        <Row>\n        {#each clusterNames as cn}\n          <Col>\n            <Button color=\"info\" class=\"mb-2 mb-xl-0\" href={`/monitoring/dashboard/${cn}`} target=\"_blank\">\n              <Icon name=\"clipboard-pulse\" class=\"mr-2\"/>\n              {cn.charAt(0).toUpperCase() + cn.slice(1)} Public Dashboard\n            </Button>\n          </Col>\n        {/each}\n        </Row>\n      </CardBody>\n    </Card>\n  </Col>\n{/if}\n\n{#if resampleConfig}\n  <Col> \n    <Card class=\"h-100\">\n      <CardBody>\n        <CardTitle class=\"mb-3\">Metric Plot Resampling Info</CardTitle>\n        <p>Triggered at {resampleConfig.trigger} datapoints.</p>\n        <p>Configured resolutions: {resampleConfig.resolutions}</p>\n      </CardBody>\n    </Card>\n  </Col>\n{/if}\n","numLines":86,"startLine":1,"totalLines":86}},"sourceToolAssistantUUID":"7a5f0483-112b-438f-a439-ca3c66b2e32f","userType":"external","entrypoint":"cli","cwd":"/Users/jan/prg/ClusterCockpit/cc-backend","sessionId":"f8d732b5-ee26-4579-bdeb-237fa0cb9261","version":"2.1.80","gitBranch":"feature/526-average-resample","slug":"bubbly-shimmying-sedgewick"}
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+{"parentUuid":"8f4b3a8f-18a3-408f-b52d-cd42e135aaae","isSidechain":false,"promptId":"9e3c6c14-f4f2-4b87-b346-2138cb640033","type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01PBExcbo41L2sYsHz2fm4uM","type":"tool_result","content":"The file /Users/jan/prg/ClusterCockpit/cc-backend/web/frontend/src/config/AdminSettings.svelte has been updated successfully."}]},"uuid":"9c4e6421-ff90-407f-8776-ffc3e67485a6","timestamp":"2026-03-20T05:25:23.691Z","toolUseResult":{"filePath":"/Users/jan/prg/ClusterCockpit/cc-backend/web/frontend/src/config/AdminSettings.svelte","oldString":"  import { Row, Col } from \"@sveltestrap/sveltestrap\";\n  import { onMount, getContext } from \"svelte\";\n  import EditRole from \"./admin/EditRole.svelte\";\n  import EditProject from \"./admin/EditProject.svelte\";\n  import AddUser from \"./admin/AddUser.svelte\";\n  import ShowUsers from \"./admin/ShowUsers.svelte\";\n  import Options from \"./admin/Options.svelte\";\n  import NoticeEdit from \"./admin/NoticeEdit.svelte\";\n  import RunTaggers from \"./admin/RunTaggers.svelte\";\n\n  /* Svelte 5 Props */\n  let {\n    ncontent,\n    clusterNames\n  } = $props();\n\n  /* Const Init*/\n  const ccconfig = getContext(\"cc-config\");\n\n  /* State Init */\n  let users = $state([]);\n  let roles = $state([]);","newString":"  import { Row, Col } from \"@sveltestrap/sveltestrap\";\n  import { onMount, getContext } from \"svelte\";\n  import { fade } from \"svelte/transition\";\n  import EditRole from \"./admin/EditRole.svelte\";\n  import EditProject from \"./admin/EditProject.svelte\";\n  import AddUser from \"./admin/AddUser.svelte\";\n  import ShowUsers from \"./admin/ShowUsers.svelte\";\n  import Options from \"./admin/Options.svelte\";\n  import NoticeEdit from \"./admin/NoticeEdit.svelte\";\n  import RunTaggers from \"./admin/RunTaggers.svelte\";\n  import PlotRenderOptions from \"./user/PlotRenderOptions.svelte\";\n\n  /* Svelte 5 Props */\n  let {\n    ncontent,\n    clusterNames\n  } = $props();\n\n  /* Const Init*/\n  const ccconfig = getContext(\"cc-config\");\n\n  /* State Init */\n  let users = $state([]);\n  let roles = $state([]);\n  let message = $state({ msg: \"\", target: \"\", color: \"#d63384\" });\n  let displayMessage = $state(false);","originalFile":"<!--\n  @component Admin settings wrapper\n\n  Properties:\n  - `ncontent String`: The homepage notice content\n  - `clusterNames [String]`: The available clusternames\n-->\n\n<script>\n  import { Row, Col } from \"@sveltestrap/sveltestrap\";\n  import { onMount, getContext } from \"svelte\";\n  import EditRole from \"./admin/EditRole.svelte\";\n  import EditProject from \"./admin/EditProject.svelte\";\n  import AddUser from \"./admin/AddUser.svelte\";\n  import ShowUsers from \"./admin/ShowUsers.svelte\";\n  import Options from \"./admin/Options.svelte\";\n  import NoticeEdit from \"./admin/NoticeEdit.svelte\";\n  import RunTaggers from \"./admin/RunTaggers.svelte\";\n\n  /* Svelte 5 Props */\n  let {\n    ncontent,\n    clusterNames\n  } = $props();\n\n  /* Const Init*/\n  const ccconfig = getContext(\"cc-config\");\n\n  /* State Init */\n  let users = $state([]);\n  let roles = $state([]);\n\n  /* Functions */\n  function getUserList() {\n    fetch(\"/config/users/?via-ldap=false&not-just-user=true\")\n      .then((res) => res.json())\n      .then((usersRaw) => {\n        users = usersRaw;\n      });\n  }\n\n  function getValidRoles() {\n    fetch(\"/config/roles/\")\n      .then((res) => res.json())\n      .then((rolesRaw) => {\n        roles = rolesRaw;\n      });\n  }\n\n  function initAdmin() {\n    getUserList();\n    getValidRoles();\n  }\n\n  /* on Mount */\n  onMount(() => initAdmin());\n</script>\n\n<Row cols={2} class=\"p-2 g-2\">\n  <Col class=\"mb-1\">\n    <AddUser {roles} reloadUser={() => getUserList()} />\n  </Col>\n  <Col class=\"mb-1\">\n    <ShowUsers reloadUser={() => getUserList()} bind:users />\n  </Col>\n  <Col>\n    <EditRole {roles} reloadUser={() => getUserList()} />\n  </Col>\n  <Col>\n    <EditProject reloadUser={() => getUserList()} />\n  </Col>\n  <Options config={ccconfig} {clusterNames}/>\n  <NoticeEdit {ncontent}/>\n  <RunTaggers />\n</Row>\n","structuredPatch":[{"oldStart":9,"oldLines":6,"newStart":9,"newLines":7,"lines":[" <script>","   import { Row, Col } from \"@sveltestrap/sveltestrap\";","   import { onMount, getContext } from \"svelte\";","+  import { fade } from \"svelte/transition\";","   import EditRole from \"./admin/EditRole.svelte\";","   import EditProject from \"./admin/EditProject.svelte\";","   import AddUser from \"./admin/AddUser.svelte\";"]},{"oldStart":16,"oldLines":6,"newStart":17,"newLines":7,"lines":["   import Options from \"./admin/Options.svelte\";","   import NoticeEdit from \"./admin/NoticeEdit.svelte\";","   import RunTaggers from \"./admin/RunTaggers.svelte\";","+  import PlotRenderOptions from \"./user/PlotRenderOptions.svelte\";"," ","   /* Svelte 5 Props */","   let {"]},{"oldStart":29,"oldLines":6,"newStart":31,"newLines":8,"lines":["   /* State Init */","   let users = $state([]);","   let roles = $state([]);","+  let message = $state({ msg: \"\", target: \"\", color: \"#d63384\" });","+  let displayMessage = $state(false);"," ","   /* Functions */","   function getUserList() {"]}],"userModified":false,"replaceAll":false},"sourceToolAssistantUUID":"8f4b3a8f-18a3-408f-b52d-cd42e135aaae","userType":"external","entrypoint":"cli","cwd":"/Users/jan/prg/ClusterCockpit/cc-backend","sessionId":"f8d732b5-ee26-4579-bdeb-237fa0cb9261","version":"2.1.80","gitBranch":"feature/526-average-resample","slug":"bubbly-shimmying-sedgewick"}
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`ncontent String`: The homepage notice content\n  - `clusterNames [String]`: The available clusternames\n-->\n\n<script>\n  import { Row, Col } from \"@sveltestrap/sveltestrap\";\n  import { onMount, getContext } from \"svelte\";\n  import { fade } from \"svelte/transition\";\n  import EditRole from \"./admin/EditRole.svelte\";\n  import EditProject from \"./admin/EditProject.svelte\";\n  import AddUser from \"./admin/AddUser.svelte\";\n  import ShowUsers from \"./admin/ShowUsers.svelte\";\n  import Options from \"./admin/Options.svelte\";\n  import NoticeEdit from \"./admin/NoticeEdit.svelte\";\n  import RunTaggers from \"./admin/RunTaggers.svelte\";\n  import PlotRenderOptions from \"./user/PlotRenderOptions.svelte\";\n\n  /* Svelte 5 Props */\n  let {\n    ncontent,\n    clusterNames\n  } = $props();\n\n  /* Const Init*/\n  const ccconfig = getContext(\"cc-config\");\n\n  /* State Init */\n  let users = $state([]);\n  let roles = $state([]);\n  let message = $state({ msg: \"\", target: \"\", color: \"#d63384\" });\n  let displayMessage = $state(false);\n\n  /* Functions */\n  function getUserList() {\n    fetch(\"/config/users/?via-ldap=false&not-just-user=true\")\n      .then((res) => res.json())\n      .then((usersRaw) => {\n        users = usersRaw;\n      });\n  }\n\n  function getValidRoles() {\n    fetch(\"/config/roles/\")\n      .then((res) => res.json())\n      .then((rolesRaw) => {\n        roles = rolesRaw;\n      });\n  }\n\n  function initAdmin() {\n    getUserList();\n    getValidRoles();\n  }\n\n  /* on Mount */\n  onMount(() => initAdmin());\n</script>\n\n<Row cols={2} class=\"p-2 g-2\">\n  <Col class=\"mb-1\">\n    <AddUser {roles} reloadUser={() => getUserList()} />\n  </Col>\n  <Col class=\"mb-1\">\n    <ShowUsers reloadUser={() => getUserList()} bind:users />\n  </Col>\n  <Col>\n    <EditRole {roles} reloadUser={() => getUserList()} />\n  </Col>\n  <Col>\n    <EditProject reloadUser={() => getUserList()} />\n  </Col>\n  <Options config={ccconfig} {clusterNames}/>\n  <NoticeEdit {ncontent}/>\n  <RunTaggers />\n</Row>\n","structuredPatch":[{"oldStart":56,"oldLines":6,"newStart":56,"newLines":37,"lines":["     getValidRoles();","   }"," ","+  async function handleSettingSubmit(event, setting) {","+    event.preventDefault();","+","+    const selector = setting.selector","+    const target = setting.target","+    let form = document.querySelector(selector);","+    let formData = new FormData(form);","+    try {","+      const res = await fetch(form.action, { method: \"POST\", body: formData });","+      if (res.ok) {","+        let text = await res.text();","+        popMessage(text, target, \"#048109\");","+      } else {","+        let text = await res.text();","+        throw new Error(\"Response Code \" + res.status + \"-> \" + text);","+      }","+    } catch (err) {","+      popMessage(err, target, \"#d63384\");","+    }","+","+    return false;","+  }","+","+  function popMessage(response, restarget, rescolor) {","+    message = { msg: response, target: restarget, color: rescolor };","+    displayMessage = true;","+    setTimeout(function () {","+      displayMessage = false;","+    }, 3500);","+  }","+","   /* on Mount */","   onMount(() => initAdmin());"," </script>"]}],"userModified":false,"replaceAll":false},"sourceToolAssistantUUID":"e83142f7-183c-4088-9a10-833d306e3d0d","userType":"external","entrypoint":"cli","cwd":"/Users/jan/prg/ClusterCockpit/cc-backend","sessionId":"f8d732b5-ee26-4579-bdeb-237fa0cb9261","version":"2.1.80","gitBranch":"feature/526-average-resample","slug":"bubbly-shimmying-sedgewick"}
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`ncontent String`: The homepage notice content\n  - `clusterNames [String]`: The available clusternames\n-->\n\n<script>\n  import { Row, Col } from \"@sveltestrap/sveltestrap\";\n  import { onMount, getContext } from \"svelte\";\n  import { fade } from \"svelte/transition\";\n  import EditRole from \"./admin/EditRole.svelte\";\n  import EditProject from \"./admin/EditProject.svelte\";\n  import AddUser from \"./admin/AddUser.svelte\";\n  import ShowUsers from \"./admin/ShowUsers.svelte\";\n  import Options from \"./admin/Options.svelte\";\n  import NoticeEdit from \"./admin/NoticeEdit.svelte\";\n  import RunTaggers from \"./admin/RunTaggers.svelte\";\n  import PlotRenderOptions from \"./user/PlotRenderOptions.svelte\";\n\n  /* Svelte 5 Props */\n  let {\n    ncontent,\n    clusterNames\n  } = $props();\n\n  /* Const Init*/\n  const ccconfig = getContext(\"cc-config\");\n\n  /* State Init */\n  let users = $state([]);\n  let roles = $state([]);\n  let message = $state({ msg: \"\", target: \"\", color: \"#d63384\" });\n  let displayMessage = $state(false);\n\n  /* Functions */\n  function getUserList() {\n    fetch(\"/config/users/?via-ldap=false&not-just-user=true\")\n      .then((res) => res.json())\n      .then((usersRaw) => {\n        users = usersRaw;\n      });\n  }\n\n  function getValidRoles() {\n    fetch(\"/config/roles/\")\n      .then((res) => res.json())\n      .then((rolesRaw) => {\n        roles = rolesRaw;\n      });\n  }\n\n  function initAdmin() {\n    getUserList();\n    getValidRoles();\n  }\n\n  async function handleSettingSubmit(event, setting) {\n    event.preventDefault();\n\n    const selector = setting.selector\n    const target = setting.target\n    let form = document.querySelector(selector);\n    let formData = new FormData(form);\n    try {\n      const res = await fetch(form.action, { method: \"POST\", body: formData });\n      if (res.ok) {\n        let text = await res.text();\n        popMessage(text, target, \"#048109\");\n      } else {\n        let text = await res.text();\n        throw new Error(\"Response Code \" + res.status + \"-> \" + text);\n      }\n    } catch (err) {\n      popMessage(err, target, \"#d63384\");\n    }\n\n    return false;\n  }\n\n  function popMessage(response, restarget, rescolor) {\n    message = { msg: response, target: restarget, color: rescolor };\n    displayMessage = true;\n    setTimeout(function () {\n      displayMessage = false;\n    }, 3500);\n  }\n\n  /* on Mount */\n  onMount(() => initAdmin());\n</script>\n\n<Row cols={2} class=\"p-2 g-2\">\n  <Col class=\"mb-1\">\n    <AddUser {roles} reloadUser={() => getUserList()} />\n  </Col>\n  <Col class=\"mb-1\">\n    <ShowUsers reloadUser={() => getUserList()} bind:users />\n  </Col>\n  <Col>\n    <EditRole {roles} reloadUser={() => getUserList()} />\n  </Col>\n  <Col>\n    <EditProject reloadUser={() => getUserList()} />\n  </Col>\n  <Options config={ccconfig} {clusterNames}/>\n  <NoticeEdit {ncontent}/>\n  <RunTaggers />\n</Row>\n<PlotRenderOptions config={ccconfig} bind:message bind:displayMessage updateSetting={(e, newSetting) => handleSettingSubmit(e, newSetting)}/>\n","numLines":112,"startLine":1,"totalLines":112}},"sourceToolAssistantUUID":"f9acea57-79b9-4f85-b251-42fc1657ce49","userType":"external","entrypoint":"cli","cwd":"/Users/jan/prg/ClusterCockpit/cc-backend","sessionId":"f8d732b5-ee26-4579-bdeb-237fa0cb9261","version":"2.1.80","gitBranch":"feature/526-average-resample","slug":"bubbly-shimmying-sedgewick"}
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+{"parentUuid":"7d7c7818-f755-415a-92e0-74b666639561","isSidechain":false,"type":"progress","data":{"type":"hook_progress","hookEvent":"PostToolUse","hookName":"PostToolUse:Read","command":"callback"},"parentToolUseID":"toolu_01XwkcdnVhSGoEgNwDSAZb9r","toolUseID":"toolu_01XwkcdnVhSGoEgNwDSAZb9r","timestamp":"2026-03-20T05:31:53.793Z","uuid":"e021109a-eb35-4b51-86c3-cc563eecfd10","userType":"external","entrypoint":"cli","cwd":"/Users/jan/prg/ClusterCockpit/cc-backend","sessionId":"f8d732b5-ee26-4579-bdeb-237fa0cb9261","version":"2.1.80","gitBranch":"feature/526-average-resample","slug":"bubbly-shimmying-sedgewick"}
+{"parentUuid":"7d7c7818-f755-415a-92e0-74b666639561","isSidechain":false,"promptId":"ec7b9c8f-8429-4712-810a-2dbdd620efff","type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01XwkcdnVhSGoEgNwDSAZb9r","type":"tool_result","content":"     1→import { mount } from 'svelte';\n     2→import {} from './header.entrypoint.js'\n     3→import Config from './Config.root.svelte'\n     4→\n     5→mount(Config, {\n     6→    target: document.getElementById('svelte-app'),\n     7→    props: {\n     8→        isAdmin: isAdmin,\n     9→        isSupport: isSupport,\n    10→        isApi: isApi,\n    11→        username: username,\n    12→        ncontent: ncontent,\n    13→        clusterNames: hClusterNames\n    14→    },\n    15→    context: new Map([\n    16→            ['cc-config', clusterCockpitConfig],\n    17→            ['resampling', resampleConfig]\n    18→    ])\n    19→})\n    20→"}]},"uuid":"fccaf644-1f28-46cf-b346-6d78c6a332c8","timestamp":"2026-03-20T05:31:53.793Z","toolUseResult":{"type":"text","file":{"filePath":"/Users/jan/prg/ClusterCockpit/cc-backend/web/frontend/src/config.entrypoint.js","content":"import { mount } from 'svelte';\nimport {} from './header.entrypoint.js'\nimport Config from './Config.root.svelte'\n\nmount(Config, {\n    target: document.getElementById('svelte-app'),\n    props: {\n        isAdmin: isAdmin,\n        isSupport: isSupport,\n        isApi: isApi,\n        username: username,\n        ncontent: ncontent,\n        clusterNames: hClusterNames\n    },\n    context: new Map([\n            ['cc-config', clusterCockpitConfig],\n            ['resampling', resampleConfig]\n    ])\n})\n","numLines":20,"startLine":1,"totalLines":20}},"sourceToolAssistantUUID":"7d7c7818-f755-415a-92e0-74b666639561","userType":"external","entrypoint":"cli","cwd":"/Users/jan/prg/ClusterCockpit/cc-backend","sessionId":"f8d732b5-ee26-4579-bdeb-237fa0cb9261","version":"2.1.80","gitBranch":"feature/526-average-resample","slug":"bubbly-shimmying-sedgewick"}
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+{"parentUuid":"7750bf7b-465a-4e9c-ad05-1000905dfbf7","isSidechain":false,"type":"progress","data":{"type":"hook_progress","hookEvent":"PostToolUse","hookName":"PostToolUse:Read","command":"callback"},"parentToolUseID":"toolu_01WdNWNnAaXjESyCBppRqAYr","toolUseID":"toolu_01WdNWNnAaXjESyCBppRqAYr","timestamp":"2026-03-20T05:31:54.088Z","uuid":"4aa12ed0-8a0f-4401-8c60-1da2096d9538","userType":"external","entrypoint":"cli","cwd":"/Users/jan/prg/ClusterCockpit/cc-backend","sessionId":"f8d732b5-ee26-4579-bdeb-237fa0cb9261","version":"2.1.80","gitBranch":"feature/526-average-resample","slug":"bubbly-shimmying-sedgewick"}
+{"parentUuid":"7750bf7b-465a-4e9c-ad05-1000905dfbf7","isSidechain":false,"promptId":"ec7b9c8f-8429-4712-810a-2dbdd620efff","type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01WdNWNnAaXjESyCBppRqAYr","type":"tool_result","content":"     1→<!--\n     2→  @component Main Config Option Component, Wrapper for admin and user sub-components\n     3→\n     4→  Properties:\n     5→  - `ìsAdmin Bool!`: Is currently logged in user admin authority\n     6→  - `isSupport Bool!`: Is currently logged in user support authority\n     7→  - `isApi Bool!`: Is currently logged in user api authority\n     8→  - `username String!`: Empty string if auth. is disabled, otherwise the username as string\n     9→  - `ncontent String!`: The currently displayed message on the homescreen\n    10→  - `clusterNames [String]`: The available clusternames\n    11→-->\n    12→\n    13→<script>\n    14→  import { Card, CardHeader, CardTitle } from \"@sveltestrap/sveltestrap\";\n    15→  import UserSettings from \"./config/UserSettings.svelte\";\n    16→  import SupportSettings from \"./config/SupportSettings.svelte\";\n    17→  import AdminSettings from \"./config/AdminSettings.svelte\";\n    18→\n    19→  /* Svelte 5 Props */\n    20→  let {\n    21→    isAdmin,\n    22→    isSupport,\n    23→    isApi,\n    24→    username,\n    25→    ncontent,\n    26→    clusterNames\n    27→  } = $props();\n    28→</script>\n    29→\n    30→{#if isAdmin}\n    31→  <Card style=\"margin-bottom: 1.5rem;\">\n    32→    <CardHeader>\n    33→      <CardTitle class=\"mb-1\">Admin Options</CardTitle>\n    34→    </CardHeader>\n    35→    <AdminSettings {ncontent} {clusterNames}/>\n    36→  </Card>\n    37→{/if}\n    38→\n    39→{#if isSupport || isAdmin}\n    40→  <Card style=\"margin-bottom: 1.5rem;\">\n    41→    <CardHeader>\n    42→      <CardTitle class=\"mb-1\">Support Options</CardTitle>\n    43→    </CardHeader>\n    44→    <SupportSettings/>\n    45→  </Card>\n    46→{/if}\n    47→\n    48→<Card>\n    49→  <CardHeader>\n    50→    <CardTitle class=\"mb-1\">User Options</CardTitle>\n    51→  </CardHeader>\n    52→  <UserSettings {username} {isApi}/>\n    53→</Card>\n    54→"}]},"uuid":"1fd9ff59-9bcf-47e8-a75c-bf3274d5c9b0","timestamp":"2026-03-20T05:31:54.088Z","toolUseResult":{"type":"text","file":{"filePath":"/Users/jan/prg/ClusterCockpit/cc-backend/web/frontend/src/Config.root.svelte","content":"<!--\n  @component Main Config Option Component, Wrapper for admin and user sub-components\n\n  Properties:\n  - `ìsAdmin Bool!`: Is currently logged in user admin authority\n  - `isSupport Bool!`: Is currently logged in user support authority\n  - `isApi Bool!`: Is currently logged in user api authority\n  - `username String!`: Empty string if auth. is disabled, otherwise the username as string\n  - `ncontent String!`: The currently displayed message on the homescreen\n  - `clusterNames [String]`: The available clusternames\n-->\n\n<script>\n  import { Card, CardHeader, CardTitle } from \"@sveltestrap/sveltestrap\";\n  import UserSettings from \"./config/UserSettings.svelte\";\n  import SupportSettings from \"./config/SupportSettings.svelte\";\n  import AdminSettings from \"./config/AdminSettings.svelte\";\n\n  /* Svelte 5 Props */\n  let {\n    isAdmin,\n    isSupport,\n    isApi,\n    username,\n    ncontent,\n    clusterNames\n  } = $props();\n</script>\n\n{#if isAdmin}\n  <Card style=\"margin-bottom: 1.5rem;\">\n    <CardHeader>\n      <CardTitle class=\"mb-1\">Admin Options</CardTitle>\n    </CardHeader>\n    <AdminSettings {ncontent} {clusterNames}/>\n  </Card>\n{/if}\n\n{#if isSupport || isAdmin}\n  <Card style=\"margin-bottom: 1.5rem;\">\n    <CardHeader>\n      <CardTitle class=\"mb-1\">Support Options</CardTitle>\n    </CardHeader>\n    <SupportSettings/>\n  </Card>\n{/if}\n\n<Card>\n  <CardHeader>\n    <CardTitle class=\"mb-1\">User Options</CardTitle>\n  </CardHeader>\n  <UserSettings {username} {isApi}/>\n</Card>\n","numLines":54,"startLine":1,"totalLines":54}},"sourceToolAssistantUUID":"7750bf7b-465a-4e9c-ad05-1000905dfbf7","userType":"external","entrypoint":"cli","cwd":"/Users/jan/prg/ClusterCockpit/cc-backend","sessionId":"f8d732b5-ee26-4579-bdeb-237fa0cb9261","version":"2.1.80","gitBranch":"feature/526-average-resample","slug":"bubbly-shimmying-sedgewick"}
+{"parentUuid":"1fd9ff59-9bcf-47e8-a75c-bf3274d5c9b0","isSidechain":false,"message":{"model":"claude-opus-4-6","id":"msg_016gXiimXwyHWHRy2qgapbEG","type":"message","role":"assistant","content":[{"type":"text","text":"The context `cc-config` and `resampling` are set at the entrypoint level, so they should be available to AdminSettings via `getContext`. Let me check how the `clusterCockpitConfig` and `resampleConfig` variables are provided in the template."}],"stop_reason":null,"stop_sequence":null,"usage":{"input_tokens":1,"cache_creation_input_tokens":1158,"cache_read_input_tokens":31017,"cache_creation":{"ephemeral_5m_input_tokens":0,"ephemeral_1h_input_tokens":1158},"output_tokens":1,"service_tier":"standard","inference_geo":"not_available"}},"requestId":"req_011CZDnTXvuaWPzDR31sjBTR","type":"assistant","uuid":"c9df7cb5-2cb3-4432-a685-5431fd3ca4eb","timestamp":"2026-03-20T05:31:58.330Z","userType":"external","entrypoint":"cli","cwd":"/Users/jan/prg/ClusterCockpit/cc-backend","sessionId":"f8d732b5-ee26-4579-bdeb-237fa0cb9261","version":"2.1.80","gitBranch":"feature/526-average-resample","slug":"bubbly-shimmying-sedgewick"}
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+{"parentUuid":"423ccbab-377c-4c4c-aa32-6344bacddd70","isSidechain":false,"promptId":"ec7b9c8f-8429-4712-810a-2dbdd620efff","type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01T3pCJBusqjL2WJxCbgDUvV","type":"tool_result","content":"   143→// MountConfigAPIRoutes registers configuration and user management endpoints.\n   144→// These routes use session-based authentication and require admin privileges.\n   145→// Routes use full paths (including /config prefix) to avoid conflicting with\n   146→// the /config page route when registered via Group instead of Route.\n   147→func (api *RestAPI) MountConfigAPIRoutes(r chi.Router) {\n   148→\t// Settings Frontend Uses SessionAuth\n   149→\tif api.Authentication != nil {\n   150→\t\tr.Get(\"/config/roles/\", api.getRoles)\n   151→\t\tr.Post(\"/config/users/\", api.createUser)\n   152→\t\tr.Put(\"/config/users/\", api.createUser)\n   153→\t\tr.Get(\"/config/users/\", api.getUsers)\n   154→\t\tr.Delete(\"/config/users/\", api.deleteUser)\n   155→\t\tr.Post(\"/config/user/{id}\", api.updateUser)\n   156→\t\tr.Post(\"/config/notice/\", api.editNotice)\n   157→\t\tr.Get(\"/config/taggers/\", api.getTaggers)\n   158→\t\tr.Post(\"/config/taggers/run/\", api.runTagger)\n   159→\t}\n   160→}\n   161→\n   162→// MountFrontendAPIRoutes registers frontend-specific API endpoints.\n   163→// These routes support JWT generation and user configuration updates with session authentication.\n   164→func (api *RestAPI) MountFrontendAPIRoutes(r chi.Router) {\n   165→\tr.Get(\"/logs/\", api.getJournalLog)\n   166→\t// Settings Frontend Uses SessionAuth\n   167→\tif api.Authentication != nil {\n   168→\t\tr.Get(\"/jwt/\", api.getJWT)\n   169→\t\tr.Post(\"/configuration/\", api.updateConfiguration)\n   170→\t}\n   171→}\n   172→\n   173→// ErrorResponse model\n   174→type ErrorResponse struct {\n   175→\t// Statustext of Errorcode\n   176→\tStatus string `json:\"status\"`\n   177→\tError  string `json:\"error\"` // Error Message"}]},"uuid":"dc5ada81-6c5a-4bf7-9809-474c4c28d2c6","timestamp":"2026-03-20T05:32:20.137Z","toolUseResult":{"type":"text","file":{"filePath":"/Users/jan/prg/ClusterCockpit/cc-backend/internal/api/rest.go","content":"// MountConfigAPIRoutes registers configuration and user management endpoints.\n// These routes use session-based authentication and require admin privileges.\n// Routes use full paths (including /config prefix) to avoid conflicting with\n// the /config page route when registered via Group instead of Route.\nfunc (api *RestAPI) MountConfigAPIRoutes(r chi.Router) {\n\t// Settings Frontend Uses SessionAuth\n\tif api.Authentication != nil {\n\t\tr.Get(\"/config/roles/\", api.getRoles)\n\t\tr.Post(\"/config/users/\", api.createUser)\n\t\tr.Put(\"/config/users/\", api.createUser)\n\t\tr.Get(\"/config/users/\", api.getUsers)\n\t\tr.Delete(\"/config/users/\", api.deleteUser)\n\t\tr.Post(\"/config/user/{id}\", api.updateUser)\n\t\tr.Post(\"/config/notice/\", api.editNotice)\n\t\tr.Get(\"/config/taggers/\", api.getTaggers)\n\t\tr.Post(\"/config/taggers/run/\", api.runTagger)\n\t}\n}\n\n// MountFrontendAPIRoutes registers frontend-specific API endpoints.\n// These routes support JWT generation and user configuration updates with session authentication.\nfunc (api *RestAPI) MountFrontendAPIRoutes(r chi.Router) {\n\tr.Get(\"/logs/\", api.getJournalLog)\n\t// Settings Frontend Uses SessionAuth\n\tif api.Authentication != nil {\n\t\tr.Get(\"/jwt/\", api.getJWT)\n\t\tr.Post(\"/configuration/\", api.updateConfiguration)\n\t}\n}\n\n// ErrorResponse model\ntype ErrorResponse struct {\n\t// Statustext of Errorcode\n\tStatus string `json:\"status\"`\n\tError  string `json:\"error\"` // Error Message","numLines":35,"startLine":143,"totalLines":499}},"sourceToolAssistantUUID":"423ccbab-377c-4c4c-aa32-6344bacddd70","userType":"external","entrypoint":"cli","cwd":"/Users/jan/prg/ClusterCockpit/cc-backend","sessionId":"f8d732b5-ee26-4579-bdeb-237fa0cb9261","version":"2.1.80","gitBranch":"feature/526-average-resample","slug":"bubbly-shimmying-sedgewick"}
+{"parentUuid":"dc5ada81-6c5a-4bf7-9809-474c4c28d2c6","isSidechain":false,"message":{"model":"claude-opus-4-6","id":"msg_01R7HhE5jwtH83Wr9wAKV6HY","type":"message","role":"assistant","content":[{"type":"text","text":"OK so the endpoint exists and should be accessible. The issue is probably something else. Let me actually look at the browser to understand what's happening. Let me check if there's a build step needed."}],"stop_reason":null,"stop_sequence":null,"usage":{"input_tokens":1,"cache_creation_input_tokens":672,"cache_read_input_tokens":34240,"cache_creation":{"ephemeral_5m_input_tokens":0,"ephemeral_1h_input_tokens":672},"output_tokens":1,"service_tier":"standard","inference_geo":"not_available"}},"requestId":"req_011CZDnVT13hJSo4BiE1Dmtt","type":"assistant","uuid":"f26d424b-4e95-42cf-bf6d-c7917ff28eba","timestamp":"2026-03-20T05:32:23.559Z","userType":"external","entrypoint":"cli","cwd":"/Users/jan/prg/ClusterCockpit/cc-backend","sessionId":"f8d732b5-ee26-4579-bdeb-237fa0cb9261","version":"2.1.80","gitBranch":"feature/526-average-resample","slug":"bubbly-shimmying-sedgewick"}
+{"parentUuid":"f26d424b-4e95-42cf-bf6d-c7917ff28eba","isSidechain":false,"message":{"model":"claude-opus-4-6","id":"msg_01R7HhE5jwtH83Wr9wAKV6HY","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_01X9J3ip672Rfrd2iTQkp2d7","name":"Bash","input":{"command":"ls web/frontend/public/build/ 2>/dev/null | head -5","description":"Check if build output exists"},"caller":{"type":"direct"}}],"stop_reason":"tool_use","stop_sequence":null,"usage":{"input_tokens":1,"cache_creation_input_tokens":672,"cache_read_input_tokens":34240,"output_tokens":152,"server_tool_use":{"web_search_requests":0,"web_fetch_requests":0},"service_tier":"standard","cache_creation":{"ephemeral_1h_input_tokens":672,"ephemeral_5m_input_tokens":0},"inference_geo":"","iterations":[],"speed":"standard"}},"requestId":"req_011CZDnVT13hJSo4BiE1Dmtt","type":"assistant","uuid":"dfd15d8c-390b-423e-b9fc-5130b7c33d82","timestamp":"2026-03-20T05:32:24.519Z","userType":"external","entrypoint":"cli","cwd":"/Users/jan/prg/ClusterCockpit/cc-backend","sessionId":"f8d732b5-ee26-4579-bdeb-237fa0cb9261","version":"2.1.80","gitBranch":"feature/526-average-resample","slug":"bubbly-shimmying-sedgewick"}
+{"parentUuid":"dfd15d8c-390b-423e-b9fc-5130b7c33d82","isSidechain":false,"promptId":"ec7b9c8f-8429-4712-810a-2dbdd620efff","type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01X9J3ip672Rfrd2iTQkp2d7","type":"tool_result","content":"analysis.css\nanalysis.js\nconfig.css\nconfig.js\ndashpublic.css","is_error":false}]},"uuid":"aa84e89b-03d3-465a-b068-c1f2efaeda0f","timestamp":"2026-03-20T05:32:25.018Z","toolUseResult":{"stdout":"analysis.css\nanalysis.js\nconfig.css\nconfig.js\ndashpublic.css","stderr":"","interrupted":false,"isImage":false,"noOutputExpected":false},"sourceToolAssistantUUID":"dfd15d8c-390b-423e-b9fc-5130b7c33d82","userType":"external","entrypoint":"cli","cwd":"/Users/jan/prg/ClusterCockpit/cc-backend","sessionId":"f8d732b5-ee26-4579-bdeb-237fa0cb9261","version":"2.1.80","gitBranch":"feature/526-average-resample","slug":"bubbly-shimmying-sedgewick"}
+{"parentUuid":"aa84e89b-03d3-465a-b068-c1f2efaeda0f","isSidechain":false,"message":{"model":"claude-opus-4-6","id":"msg_01SSArCbBFEV3Kbxbob1BRKV","type":"message","role":"assistant","content":[{"type":"text","text":"The frontend needs to be rebuilt. But first, let me also check if there's a `fade` import issue — `fade` was imported but never used directly in the AdminSettings template (it's used inside PlotRenderOptions which imports its own)."}],"stop_reason":null,"stop_sequence":null,"usage":{"input_tokens":1,"cache_creation_input_tokens":277,"cache_read_input_tokens":34912,"cache_creation":{"ephemeral_5m_input_tokens":0,"ephemeral_1h_input_tokens":277},"output_tokens":2,"service_tier":"standard","inference_geo":"not_available"}},"requestId":"req_011CZDnVoqS2xfz2b2qjcYY7","type":"assistant","uuid":"57d1d388-6cc7-4b7f-9394-329e261f18aa","timestamp":"2026-03-20T05:32:29.498Z","userType":"external","entrypoint":"cli","cwd":"/Users/jan/prg/ClusterCockpit/cc-backend","sessionId":"f8d732b5-ee26-4579-bdeb-237fa0cb9261","version":"2.1.80","gitBranch":"feature/526-average-resample","slug":"bubbly-shimmying-sedgewick"}
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+{"parentUuid":"91d49cd9-cd1e-49bf-8d5c-bf6550b05d44","isSidechain":false,"type":"progress","data":{"type":"hook_progress","hookEvent":"PostToolUse","hookName":"PostToolUse:Edit","command":"callback"},"parentToolUseID":"toolu_01TrWF6bMyNe4kK5WJwJwtQ6","toolUseID":"toolu_01TrWF6bMyNe4kK5WJwJwtQ6","timestamp":"2026-03-20T05:32:30.515Z","uuid":"7cb54dff-c4c1-4121-a816-59572448096f","userType":"external","entrypoint":"cli","cwd":"/Users/jan/prg/ClusterCockpit/cc-backend","sessionId":"f8d732b5-ee26-4579-bdeb-237fa0cb9261","version":"2.1.80","gitBranch":"feature/526-average-resample","slug":"bubbly-shimmying-sedgewick"}
+{"parentUuid":"91d49cd9-cd1e-49bf-8d5c-bf6550b05d44","isSidechain":false,"promptId":"ec7b9c8f-8429-4712-810a-2dbdd620efff","type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01TrWF6bMyNe4kK5WJwJwtQ6","type":"tool_result","content":"The file /Users/jan/prg/ClusterCockpit/cc-backend/web/frontend/src/config/AdminSettings.svelte has been updated successfully."}]},"uuid":"b75a334d-45af-40fb-a5ac-d8f97b6e92c7","timestamp":"2026-03-20T05:32:30.515Z","toolUseResult":{"filePath":"/Users/jan/prg/ClusterCockpit/cc-backend/web/frontend/src/config/AdminSettings.svelte","oldString":"  import { onMount, getContext } from \"svelte\";\n  import { fade } from \"svelte/transition\";","newString":"  import { onMount, getContext } from \"svelte\";","originalFile":"<!--\n  @component Admin settings wrapper\n\n  Properties:\n  - `ncontent String`: The homepage notice content\n  - `clusterNames [String]`: The available clusternames\n-->\n\n<script>\n  import { Row, Col } from \"@sveltestrap/sveltestrap\";\n  import { onMount, getContext } from \"svelte\";\n  import { fade } from \"svelte/transition\";\n  import EditRole from \"./admin/EditRole.svelte\";\n  import EditProject from \"./admin/EditProject.svelte\";\n  import AddUser from \"./admin/AddUser.svelte\";\n  import ShowUsers from \"./admin/ShowUsers.svelte\";\n  import Options from \"./admin/Options.svelte\";\n  import NoticeEdit from \"./admin/NoticeEdit.svelte\";\n  import RunTaggers from \"./admin/RunTaggers.svelte\";\n  import PlotRenderOptions from \"./user/PlotRenderOptions.svelte\";\n\n  /* Svelte 5 Props */\n  let {\n    ncontent,\n    clusterNames\n  } = $props();\n\n  /* Const Init*/\n  const ccconfig = getContext(\"cc-config\");\n\n  /* State Init */\n  let users = $state([]);\n  let roles = $state([]);\n  let message = $state({ msg: \"\", target: \"\", color: \"#d63384\" });\n  let displayMessage = $state(false);\n\n  /* Functions */\n  function getUserList() {\n    fetch(\"/config/users/?via-ldap=false&not-just-user=true\")\n      .then((res) => res.json())\n      .then((usersRaw) => {\n        users = usersRaw;\n      });\n  }\n\n  function getValidRoles() {\n    fetch(\"/config/roles/\")\n      .then((res) => res.json())\n      .then((rolesRaw) => {\n        roles = rolesRaw;\n      });\n  }\n\n  function initAdmin() {\n    getUserList();\n    getValidRoles();\n  }\n\n  async function handleSettingSubmit(event, setting) {\n    event.preventDefault();\n\n    const selector = setting.selector\n    const target = setting.target\n    let form = document.querySelector(selector);\n    let formData = new FormData(form);\n    try {\n      const res = await fetch(form.action, { method: \"POST\", body: formData });\n      if (res.ok) {\n        let text = await res.text();\n        popMessage(text, target, \"#048109\");\n      } else {\n        let text = await res.text();\n        throw new Error(\"Response Code \" + res.status + \"-> \" + text);\n      }\n    } catch (err) {\n      popMessage(err, target, \"#d63384\");\n    }\n\n    return false;\n  }\n\n  function popMessage(response, restarget, rescolor) {\n    message = { msg: response, target: restarget, color: rescolor };\n    displayMessage = true;\n    setTimeout(function () {\n      displayMessage = false;\n    }, 3500);\n  }\n\n  /* on Mount */\n  onMount(() => initAdmin());\n</script>\n\n<Row cols={2} class=\"p-2 g-2\">\n  <Col class=\"mb-1\">\n    <AddUser {roles} reloadUser={() => getUserList()} />\n  </Col>\n  <Col class=\"mb-1\">\n    <ShowUsers reloadUser={() => getUserList()} bind:users />\n  </Col>\n  <Col>\n    <EditRole {roles} reloadUser={() => getUserList()} />\n  </Col>\n  <Col>\n    <EditProject reloadUser={() => getUserList()} />\n  </Col>\n  <Options config={ccconfig} {clusterNames}/>\n  <NoticeEdit {ncontent}/>\n  <RunTaggers />\n</Row>\n<PlotRenderOptions config={ccconfig} bind:message bind:displayMessage updateSetting={(e, newSetting) => handleSettingSubmit(e, newSetting)}/>\n","structuredPatch":[{"oldStart":9,"oldLines":7,"newStart":9,"newLines":6,"lines":[" <script>","   import { Row, Col } from \"@sveltestrap/sveltestrap\";","   import { onMount, getContext } from \"svelte\";","-  import { fade } from \"svelte/transition\";","   import EditRole from \"./admin/EditRole.svelte\";","   import EditProject from \"./admin/EditProject.svelte\";","   import AddUser from \"./admin/AddUser.svelte\";"]}],"userModified":false,"replaceAll":false},"sourceToolAssistantUUID":"91d49cd9-cd1e-49bf-8d5c-bf6550b05d44","userType":"external","entrypoint":"cli","cwd":"/Users/jan/prg/ClusterCockpit/cc-backend","sessionId":"f8d732b5-ee26-4579-bdeb-237fa0cb9261","version":"2.1.80","gitBranch":"feature/526-average-resample","slug":"bubbly-shimmying-sedgewick"}
+{"parentUuid":"b75a334d-45af-40fb-a5ac-d8f97b6e92c7","isSidechain":false,"message":{"model":"claude-opus-4-6","id":"msg_01RsTLwT9ndLRhbxKgPsK5NL","type":"message","role":"assistant","content":[{"type":"text","text":"Now let me rebuild the frontend."}],"stop_reason":null,"stop_sequence":null,"usage":{"input_tokens":1,"cache_creation_input_tokens":282,"cache_read_input_tokens":35189,"cache_creation":{"ephemeral_5m_input_tokens":0,"ephemeral_1h_input_tokens":282},"output_tokens":1,"service_tier":"standard","inference_geo":"not_available"}},"requestId":"req_011CZDnWDPHKWNbUQC5X7HZu","type":"assistant","uuid":"2594a4e3-26fc-47ba-9ce2-6ec66117b43c","timestamp":"2026-03-20T05:32:33.293Z","userType":"external","entrypoint":"cli","cwd":"/Users/jan/prg/ClusterCockpit/cc-backend","sessionId":"f8d732b5-ee26-4579-bdeb-237fa0cb9261","version":"2.1.80","gitBranch":"feature/526-average-resample","slug":"bubbly-shimmying-sedgewick"}
+{"parentUuid":"2594a4e3-26fc-47ba-9ce2-6ec66117b43c","isSidechain":false,"message":{"model":"claude-opus-4-6","id":"msg_01RsTLwT9ndLRhbxKgPsK5NL","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_012rbmXXHJ6QxMPJBBNP8V6E","name":"Bash","input":{"command":"cd /Users/jan/prg/ClusterCockpit/cc-backend/web/frontend && npm run build 2>&1","description":"Build the frontend","timeout":60000},"caller":{"type":"direct"}}],"stop_reason":"tool_use","stop_sequence":null,"usage":{"input_tokens":1,"cache_creation_input_tokens":282,"cache_read_input_tokens":35189,"output_tokens":126,"server_tool_use":{"web_search_requests":0,"web_fetch_requests":0},"service_tier":"standard","cache_creation":{"ephemeral_1h_input_tokens":282,"ephemeral_5m_input_tokens":0},"inference_geo":"","iterations":[],"speed":"standard"}},"requestId":"req_011CZDnWDPHKWNbUQC5X7HZu","type":"assistant","uuid":"6e19dc3b-f385-48a7-bf6d-be174d718bcc","timestamp":"2026-03-20T05:32:34.023Z","userType":"external","entrypoint":"cli","cwd":"/Users/jan/prg/ClusterCockpit/cc-backend","sessionId":"f8d732b5-ee26-4579-bdeb-237fa0cb9261","version":"2.1.80","gitBranch":"feature/526-average-resample","slug":"bubbly-shimmying-sedgewick"}
+{"parentUuid":"6e19dc3b-f385-48a7-bf6d-be174d718bcc","isSidechain":false,"promptId":"ec7b9c8f-8429-4712-810a-2dbdd620efff","type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_012rbmXXHJ6QxMPJBBNP8V6E","type":"tool_result","content":"ok (no errors)","is_error":false}]},"uuid":"91ec90bd-fda6-4eb6-96da-84b2fe854d68","timestamp":"2026-03-20T05:33:22.389Z","toolUseResult":{"stdout":"> cc-frontend@1.5.2 build\n> rollup -c\n\n\u001b[36m\n\u001b[1msrc/header.entrypoint.js\u001b[22m → \u001b[1mpublic/build/header.js\u001b[22m...\u001b[39m\n\u001b[1m\u001b[33m(!) Circular dependencies\u001b[39m\u001b[22m\nnode_modules/svelte/src/internal/client/runtime.js -> node_modules/svelte/src/internal/client/reactivity/effects.js -> node_modules/svelte/src/internal/client/runtime.js\nnode_modules/svelte/src/internal/client/dom/operations.js -> node_modules/svelte/src/internal/client/dom/hydration.js -> node_modules/svelte/src/internal/client/dom/operations.js\nnode_modules/svelte/src/internal/client/runtime.js -> node_modules/svelte/src/internal/client/reactivity/effects.js -> node_modules/svelte/src/internal/client/dom/operations.js -> node_modules/svelte/src/internal/client/dev/equality.js -> node_modules/svelte/src/internal/client/proxy.js -> node_modules/svelte/src/internal/client/runtime.js\n...and 36 more\n\u001b[32mcreated \u001b[1mpublic/build/header.js\u001b[22m in \u001b[1m1.6s\u001b[22m\u001b[39m\n\u001b[36m\n\u001b[1msrc/jobs.entrypoint.js\u001b[22m → \u001b[1mpublic/build/jobs.js\u001b[22m...\u001b[39m\n\u001b[1m\u001b[33m(!) Circular dependencies\u001b[39m\u001b[22m\nnode_modules/svelte/src/internal/client/runtime.js -> node_modules/svelte/src/internal/client/reactivity/effects.js -> node_modules/svelte/src/internal/client/runtime.js\nnode_modules/svelte/src/internal/client/dom/operations.js -> node_modules/svelte/src/internal/client/dom/hydration.js -> node_modules/svelte/src/internal/client/dom/operations.js\nnode_modules/svelte/src/internal/client/runtime.js -> node_modules/svelte/src/internal/client/reactivity/effects.js -> node_modules/svelte/src/internal/client/dom/operations.js -> node_modules/svelte/src/internal/client/dev/equality.js -> node_modules/svelte/src/internal/client/proxy.js -> node_modules/svelte/src/internal/client/runtime.js\n...and 38 more\n\u001b[32mcreated \u001b[1mpublic/build/jobs.js\u001b[22m in \u001b[1m5.4s\u001b[22m\u001b[39m\n\u001b[36m\n\u001b[1msrc/user.entrypoint.js\u001b[22m → \u001b[1mpublic/build/user.js\u001b[22m...\u001b[39m\n\u001b[1m\u001b[33m(!) 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resampleFn(data, minfo.Frequency, resolution)\n/Users/jan/prg/ClusterCockpit/cc-backend/pkg/metricstore/query.go:624:\tresampleAlgo string,\n/Users/jan/prg/ClusterCockpit/cc-backend/pkg/metricstore/query.go:646:\t\tResampleAlgo: resampleAlgo,\n/Users/jan/prg/ClusterCockpit/cc-backend/internal/metricdispatch/dataLoader.go:49:\t\"github.com/ClusterCockpit/cc-lib/v2/resampler\"\n/Users/jan/prg/ClusterCockpit/cc-backend/internal/metricdispatch/dataLoader.go:65:\tresampleAlgo string,\n/Users/jan/prg/ClusterCockpit/cc-backend/internal/metricdispatch/dataLoader.go:68:\t\t*job.ID, job.State, metrics, scopes, resolution, resampleAlgo)\n/Users/jan/prg/ClusterCockpit/cc-backend/internal/metricdispatch/dataLoader.go:75:// For completed archived jobs, data is loaded from the job archive and resampled if needed.\n/Users/jan/prg/ClusterCockpit/cc-backend/internal/metricdispatch/dataLoader.go:91:\tresampleAlgo string,\n/Users/jan/prg/ClusterCockpit/cc-backend/internal/metricdispatch/dataLoader.go:93:\tdata := cache.Get(cacheKey(job, metrics, scopes, resolution, resampleAlgo), func() (_ any, ttl time.Duration, size int) {\n/Users/jan/prg/ClusterCockpit/cc-backend/internal/metricdispatch/dataLoader.go:143:\t\t\tresampleFn, rfErr := resampler.GetResampler(resampleAlgo)\n/Users/jan/prg/ClusterCockpit/cc-backend/internal/metricdispatch/dataLoader.go:151:\t\t\t\t\t\tv_.Series[i].Data, timestep, err = resampleFn(v_.Series[i].Data, int64(v_.Timestep), int64(resolution))\n/Users/jan/prg/ClusterCockpit/cc-backend/internal/metricdispatch/dataLoader.go:423:\tresampleAlgo string,\n/Users/jan/prg/ClusterCockpit/cc-backend/internal/metricdispatch/dataLoader.go:438:\tdata, err := ms.LoadNodeListData(cluster, subCluster, nodes, metrics, scopes, resolution, from, to, ctx, resampleAlgo)\n/Users/jan/prg/ClusterCockpit/cc-backend/web/web.go:75:\tResampleAlgo    string   `json:\"resample-algo\"`\n/Users/jan/prg/ClusterCockpit/cc-backend/web/web.go:76:\tResamplePolicy  string   `json:\"resample-policy\"`\n/Users/jan/prg/ClusterCockpit/cc-backend/web/web.go:149:\tUIDefaultsMap[\"plotConfiguration_resampleAlgo\"] = UIDefaults.PlotConfiguration.ResampleAlgo\n/Users/jan/prg/ClusterCockpit/cc-backend/web/web.go:150:\tUIDefaultsMap[\"plotConfiguration_resamplePolicy\"] = UIDefaults.PlotConfiguration.ResamplePolicy\n/Users/jan/prg/ClusterCockpit/cc-backend/web/web.go:271:\tResampling    *config.ResampleConfig // If not nil, defines resampling trigger and resolutions\n/Users/jan/prg/ClusterCockpit/cc-backend/internal/metricstoreclient/cc-metric-store.go:620:\tresampleAlgo string,\n/Users/jan/prg/ClusterCockpit/cc-backend/internal/metricdispatch/metricdata.go:55:\t\tresampleAlgo string) (map[string]schema.JobData, error)\n/Users/jan/prg/ClusterCockpit/cc-backend/internal/config/config.go:15:\t\"github.com/ClusterCockpit/cc-lib/v2/resampler\"\n/Users/jan/prg/ClusterCockpit/cc-backend/internal/config/config.go:73:\tEnableResampling *ResampleConfig `json:\"resampling\"`\n/Users/jan/prg/ClusterCockpit/cc-backend/internal/config/config.go:108:type ResampleConfig struct {\n/Users/jan/prg/ClusterCockpit/cc-backend/internal/config/config.go:160:\tif Keys.EnableResampling != nil && Keys.EnableResampling.MinimumPoints > 0 {\n/Users/jan/prg/ClusterCockpit/cc-backend/internal/config/config.go:161:\t\tresampler.SetMinimumRequiredPoints(Keys.EnableResampling.MinimumPoints)\n/Users/jan/prg/ClusterCockpit/cc-backend/internal/routerConfig/routes.go:505:\t\t\t\tResampling: resampling,\n\n[Showing results with pagination = limit: 30, offset: 0]"}]},"uuid":"2d314229-0dd0-4b54-8eab-7a866c859625","timestamp":"2026-03-20T06:10:57.844Z","toolUseResult":{"mode":"content","numFiles":0,"filenames":[],"content":"/Users/jan/prg/ClusterCockpit/cc-backend/pkg/metricstore/api.go:62:\tResampleAlgo string     `json:\"resample-algo,omitempty\"`\n/Users/jan/prg/ClusterCockpit/cc-backend/pkg/metricstore/metricstore.go:36:\t\"github.com/ClusterCockpit/cc-lib/v2/resampler\"\n/Users/jan/prg/ClusterCockpit/cc-backend/pkg/metricstore/metricstore.go:682:func (m *MemoryStore) Read(selector util.Selector, metric string, from, to, resolution int64, resampleAlgo string) ([]schema.Float, int64, int64, int64, error) {\n/Users/jan/prg/ClusterCockpit/cc-backend/pkg/metricstore/metricstore.go:740:\tresampleFn, rfErr := resampler.GetResampler(resampleAlgo)\n/Users/jan/prg/ClusterCockpit/cc-backend/pkg/metricstore/metricstore.go:744:\tdata, resolution, err = resampleFn(data, minfo.Frequency, resolution)\n/Users/jan/prg/ClusterCockpit/cc-backend/pkg/metricstore/query.go:624:\tresampleAlgo string,\n/Users/jan/prg/ClusterCockpit/cc-backend/pkg/metricstore/query.go:646:\t\tResampleAlgo: resampleAlgo,\n/Users/jan/prg/ClusterCockpit/cc-backend/internal/metricdispatch/dataLoader.go:49:\t\"github.com/ClusterCockpit/cc-lib/v2/resampler\"\n/Users/jan/prg/ClusterCockpit/cc-backend/internal/metricdispatch/dataLoader.go:65:\tresampleAlgo string,\n/Users/jan/prg/ClusterCockpit/cc-backend/internal/metricdispatch/dataLoader.go:68:\t\t*job.ID, job.State, metrics, scopes, resolution, resampleAlgo)\n/Users/jan/prg/ClusterCockpit/cc-backend/internal/metricdispatch/dataLoader.go:75:// For completed archived jobs, data is loaded from the job archive and resampled if needed.\n/Users/jan/prg/ClusterCockpit/cc-backend/internal/metricdispatch/dataLoader.go:91:\tresampleAlgo string,\n/Users/jan/prg/ClusterCockpit/cc-backend/internal/metricdispatch/dataLoader.go:93:\tdata := cache.Get(cacheKey(job, metrics, scopes, resolution, resampleAlgo), func() (_ any, ttl time.Duration, size int) {\n/Users/jan/prg/ClusterCockpit/cc-backend/internal/metricdispatch/dataLoader.go:143:\t\t\tresampleFn, rfErr := resampler.GetResampler(resampleAlgo)\n/Users/jan/prg/ClusterCockpit/cc-backend/internal/metricdispatch/dataLoader.go:151:\t\t\t\t\t\tv_.Series[i].Data, timestep, err = resampleFn(v_.Series[i].Data, int64(v_.Timestep), int64(resolution))\n/Users/jan/prg/ClusterCockpit/cc-backend/internal/metricdispatch/dataLoader.go:423:\tresampleAlgo string,\n/Users/jan/prg/ClusterCockpit/cc-backend/internal/metricdispatch/dataLoader.go:438:\tdata, err := ms.LoadNodeListData(cluster, subCluster, nodes, metrics, scopes, resolution, from, to, ctx, resampleAlgo)\n/Users/jan/prg/ClusterCockpit/cc-backend/web/web.go:75:\tResampleAlgo    string   `json:\"resample-algo\"`\n/Users/jan/prg/ClusterCockpit/cc-backend/web/web.go:76:\tResamplePolicy  string   `json:\"resample-policy\"`\n/Users/jan/prg/ClusterCockpit/cc-backend/web/web.go:149:\tUIDefaultsMap[\"plotConfiguration_resampleAlgo\"] = UIDefaults.PlotConfiguration.ResampleAlgo\n/Users/jan/prg/ClusterCockpit/cc-backend/web/web.go:150:\tUIDefaultsMap[\"plotConfiguration_resamplePolicy\"] = UIDefaults.PlotConfiguration.ResamplePolicy\n/Users/jan/prg/ClusterCockpit/cc-backend/web/web.go:271:\tResampling    *config.ResampleConfig // If not nil, defines resampling trigger and resolutions\n/Users/jan/prg/ClusterCockpit/cc-backend/internal/metricstoreclient/cc-metric-store.go:620:\tresampleAlgo string,\n/Users/jan/prg/ClusterCockpit/cc-backend/internal/metricdispatch/metricdata.go:55:\t\tresampleAlgo string) (map[string]schema.JobData, error)\n/Users/jan/prg/ClusterCockpit/cc-backend/internal/config/config.go:15:\t\"github.com/ClusterCockpit/cc-lib/v2/resampler\"\n/Users/jan/prg/ClusterCockpit/cc-backend/internal/config/config.go:73:\tEnableResampling *ResampleConfig `json:\"resampling\"`\n/Users/jan/prg/ClusterCockpit/cc-backend/internal/config/config.go:108:type ResampleConfig struct {\n/Users/jan/prg/ClusterCockpit/cc-backend/internal/config/config.go:160:\tif Keys.EnableResampling != nil && Keys.EnableResampling.MinimumPoints > 0 {\n/Users/jan/prg/ClusterCockpit/cc-backend/internal/config/config.go:161:\t\tresampler.SetMinimumRequiredPoints(Keys.EnableResampling.MinimumPoints)\n/Users/jan/prg/ClusterCockpit/cc-backend/internal/routerConfig/routes.go:505:\t\t\t\tResampling: resampling,","numLines":30,"appliedLimit":30},"sourceToolAssistantUUID":"b885c38d-412e-4ab0-9f75-d00f085b7b3a","userType":"external","entrypoint":"cli","cwd":"/Users/jan/prg/ClusterCockpit/cc-backend/web/frontend","sessionId":"f8d732b5-ee26-4579-bdeb-237fa0cb9261","version":"2.1.80","gitBranch":"feature/526-average-resample","slug":"bubbly-shimmying-sedgewick"}
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+{"parentUuid":"1ffa6521-f044-43a5-bdc0-addc3ad5d7ea","isSidechain":false,"type":"progress","data":{"message":{"type":"user","message":{"role":"user","content":[{"type":"text","text":"Explore the policy-based resampling approach in this codebase. I need to understand:\n\n1. Look at the recent git commits, especially \"Replace explicit resampling config with policy based approach\" (commit 0069c86e) and \"Introduce average resampler support\" (c0d2d65f). Run `git show 0069c86e` and `git show c0d2d65f` to see the full diffs.\n\n2. Look at `internal/config/config.go` - specifically the `ResampleConfig` struct and how `EnableResampling` is used. How does the config.json `\"resampling\"` key map to the Go struct?\n\n3. Look at `web/web.go` - how is the resampling config passed to the frontend? What does the `Resampling` field in page data look like?\n\n4. Look at `internal/routerConfig/routes.go` - how is the resampling config used when rendering pages?\n\n5. Look at the GraphQL schema (`api/schema.graphqls`) and resolvers (`internal/graph/schema.resolvers.go`) for any resolution/resample parameters in queries like `jobMetrics` or similar.\n\n6. Look at how resolution is computed from policy - search for \"policy\" or \"targetPoints\" or \"TargetPoints\" in the codebase.\n\n7. Check `web/frontend/src/config/user/PlotRenderOptions.svelte` for the resample policy and algorithm UI options.\n\nBe very thorough - I need to understand the full flow from config.json -> Go config -> frontend context -> GraphQL query -> metric loading."}]},"uuid":"e95552a7-1352-43f2-8f7c-892c5616f584","timestamp":"2026-03-20T06:15:00.513Z"},"type":"agent_progress","prompt":"Explore the policy-based resampling approach in this codebase. I need to understand:\n\n1. Look at the recent git commits, especially \"Replace explicit resampling config with policy based approach\" (commit 0069c86e) and \"Introduce average resampler support\" (c0d2d65f). Run `git show 0069c86e` and `git show c0d2d65f` to see the full diffs.\n\n2. Look at `internal/config/config.go` - specifically the `ResampleConfig` struct and how `EnableResampling` is used. How does the config.json `\"resampling\"` key map to the Go struct?\n\n3. Look at `web/web.go` - how is the resampling config passed to the frontend? What does the `Resampling` field in page data look like?\n\n4. Look at `internal/routerConfig/routes.go` - how is the resampling config used when rendering pages?\n\n5. Look at the GraphQL schema (`api/schema.graphqls`) and resolvers (`internal/graph/schema.resolvers.go`) for any resolution/resample parameters in queries like `jobMetrics` or similar.\n\n6. Look at how resolution is computed from policy - search for \"policy\" or \"targetPoints\" or \"TargetPoints\" in the codebase.\n\n7. Check `web/frontend/src/config/user/PlotRenderOptions.svelte` for the resample policy and algorithm UI options.\n\nBe very thorough - I need to understand the full flow from config.json -> Go config -> frontend context -> GraphQL query -> metric loading.","agentId":"a94d541086ef2e733"},"toolUseID":"agent_msg_01KkzdazjB6DcKN6KmbtGTKq","parentToolUseID":"toolu_018fSdSLwvUuC9yLt4j7CLXd","uuid":"6aeae92f-0949-46a0-a5b1-1d88bb458906","timestamp":"2026-03-20T06:15:00.514Z","userType":"external","entrypoint":"cli","cwd":"/Users/jan/prg/ClusterCockpit/cc-backend/web/frontend","sessionId":"f8d732b5-ee26-4579-bdeb-237fa0cb9261","version":"2.1.80","gitBranch":"feature/526-average-resample","slug":"bubbly-shimmying-sedgewick"}
+{"parentUuid":"6aeae92f-0949-46a0-a5b1-1d88bb458906","isSidechain":false,"type":"progress","data":{"message":{"type":"assistant","timestamp":"2026-03-20T06:15:04.045Z","message":{"model":"claude-haiku-4-5-20251001","id":"msg_01LYxaU6facqWwd4p94ddBos","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_01Dqebt2zrEtymhw8XZp42NK","name":"Bash","input":{"command":"cd /Users/jan/prg/ClusterCockpit/cc-backend && git show 0069c86e --stat"},"caller":{"type":"direct"}}],"stop_reason":null,"stop_sequence":null,"usage":{"input_tokens":3,"cache_creation_input_tokens":17960,"cache_read_input_tokens":0,"cache_creation":{"ephemeral_5m_input_tokens":17960,"ephemeral_1h_input_tokens":0},"output_tokens":3,"service_tier":"standard","inference_geo":"not_available"},"context_management":null},"requestId":"req_011CZDqkG12e3CxFDDDTCSoi","uuid":"a6d4ac18-3412-4a34-a54d-246cbafd4fbb"},"type":"agent_progress","prompt":"","agentId":"a94d541086ef2e733"},"toolUseID":"agent_msg_01KkzdazjB6DcKN6KmbtGTKq","parentToolUseID":"toolu_018fSdSLwvUuC9yLt4j7CLXd","uuid":"c4f70f79-2c89-4896-bfc1-fef8c4025aed","timestamp":"2026-03-20T06:15:04.046Z","userType":"external","entrypoint":"cli","cwd":"/Users/jan/prg/ClusterCockpit/cc-backend/web/frontend","sessionId":"f8d732b5-ee26-4579-bdeb-237fa0cb9261","version":"2.1.80","gitBranch":"feature/526-average-resample","slug":"bubbly-shimmying-sedgewick"}
+{"parentUuid":"c4f70f79-2c89-4896-bfc1-fef8c4025aed","isSidechain":false,"type":"progress","data":{"message":{"type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01Dqebt2zrEtymhw8XZp42NK","type":"tool_result","content":"commit 0069c86e81fa407eb3573ff557ac5f127e17bd66\nAuthor: Jan Eitzinger <jan@moebiusband.org>\nDate:   Fri Mar 20 05:34:12 2026 +0100\n\n    Replace explicit resampling config with policy based approach\n    \n    Entire-Checkpoint: f69e38210bb1\n\n internal/config/config.go                          |   2 +\n internal/graph/resample.go                         | 113 +++++++++++++++++++++\n internal/graph/schema.resolvers.go                 |  39 +++----\n internal/metricdispatch/resamplepolicy.go          |  49 +++++++++\n internal/metricdispatch/resamplepolicy_test.go     |  68 +++++++++++++\n internal/routerConfig/routes.go                    |  34 ++++++-\n .../src/config/user/PlotRenderOptions.svelte       |  92 +++++++++++++++++\n web/frontend/src/generic/plots/MetricPlot.svelte   |  30 +++---\n web/web.go                                         |   4 +\n 9 files changed, 400 insertions(+), 31 deletions(-)","is_error":false}]},"uuid":"af09d744-ce75-4688-8619-fab45b7b891e","timestamp":"2026-03-20T06:19:44.967Z"},"type":"agent_progress","prompt":"","agentId":"a94d541086ef2e733"},"toolUseID":"agent_msg_01KkzdazjB6DcKN6KmbtGTKq","parentToolUseID":"toolu_018fSdSLwvUuC9yLt4j7CLXd","uuid":"c206e572-b154-496d-8358-b2e2231d3a61","timestamp":"2026-03-20T06:19:44.968Z","userType":"external","entrypoint":"cli","cwd":"/Users/jan/prg/ClusterCockpit/cc-backend/web/frontend","sessionId":"f8d732b5-ee26-4579-bdeb-237fa0cb9261","version":"2.1.80","gitBranch":"feature/526-average-resample","slug":"bubbly-shimmying-sedgewick"}
+{"parentUuid":"c206e572-b154-496d-8358-b2e2231d3a61","isSidechain":false,"type":"progress","data":{"message":{"type":"assistant","timestamp":"2026-03-20T06:19:46.347Z","message":{"model":"claude-haiku-4-5-20251001","id":"msg_01N3w1dbxHD6j8WpZTK9KDxf","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_01Cg2nbGukpWrfLxyVSf3ASr","name":"Bash","input":{"command":"cd /Users/jan/prg/ClusterCockpit/cc-backend && git show 0069c86e"},"caller":{"type":"direct"}}],"stop_reason":null,"stop_sequence":null,"usage":{"input_tokens":5,"cache_creation_input_tokens":734,"cache_read_input_tokens":17960,"cache_creation":{"ephemeral_5m_input_tokens":734,"ephemeral_1h_input_tokens":0},"output_tokens":3,"service_tier":"standard","inference_geo":"not_available"},"context_management":null},"requestId":"req_011CZDr7AB7zKHtZu96WBN2y","uuid":"7260a528-6796-4d9f-8906-0d47f8c64f5a"},"type":"agent_progress","prompt":"","agentId":"a94d541086ef2e733"},"toolUseID":"agent_msg_01KkzdazjB6DcKN6KmbtGTKq","parentToolUseID":"toolu_018fSdSLwvUuC9yLt4j7CLXd","uuid":"12c110fc-c172-43d8-817d-f75fe7615d78","timestamp":"2026-03-20T06:19:46.348Z","userType":"external","entrypoint":"cli","cwd":"/Users/jan/prg/ClusterCockpit/cc-backend/web/frontend","sessionId":"f8d732b5-ee26-4579-bdeb-237fa0cb9261","version":"2.1.80","gitBranch":"feature/526-average-resample","slug":"bubbly-shimmying-sedgewick"}
+{"parentUuid":"12c110fc-c172-43d8-817d-f75fe7615d78","isSidechain":false,"type":"progress","data":{"message":{"type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01Cg2nbGukpWrfLxyVSf3ASr","type":"tool_result","content":"commit 0069c86e81fa407eb3573ff557ac5f127e17bd66\nAuthor: Jan Eitzinger <jan@moebiusband.org>\nDate:   Fri Mar 20 05:34:12 2026 +0100\n\n    Replace explicit resampling config with policy based approach\n    \n    Entire-Checkpoint: f69e38210bb1\n\ninternal/config/config.go\n  @@ -112,6 +112,8 @@\n  +\t// Policy-derived target point count (set dynamically from user preference, not from config.json)\n  +\tTargetPoints int `json:\"targetPoints,omitempty\"`\n   }\n   \n   type NATSConfig struct {\n  +2 -0\n\ninternal/graph/resample.go\n  @@ -0,0 +1,113 @@\n  +// Copyright (C) NHR@FAU, University Erlangen-Nuremberg.\n  +// All rights reserved. This file is part of cc-backend.\n  +// Use of this source code is governed by a MIT-style\n  +// license that can be found in the LICENSE file.\n  +package graph\n  +\n  +import (\n  +\t\"context\"\n  +\t\"strings\"\n  +\n  ... (truncated)\n  +113 -0\n\ninternal/graph/schema.resolvers.go\n  @@ -499,26 +499,27 @@\n  -\tif resolution == nil { // Load from Config\n  +\tjob, err := r.Query().Job(ctx, id)\n  +\tif err != nil {\n  +\t\tcclog.Warn(\"Error while querying job for metrics\")\n  +\t\treturn nil, err\n  +\t}\n  +\n  +\t// Resolve resolution: explicit param > user policy > global config > 0\n  +\tif resolution == nil {\n  +\t\tresolution = resolveResolutionFromPolicy(ctx, int64(job.Duration), job.Cluster, metrics)\n  ... (truncated)\n  @@ -878,11 +879,16 @@\n  -\tif resolution == nil { // Load from Config\n  +\t// Resolve resolution: explicit param > user policy > global config > 0\n  +\tduration := int64(to.Sub(from).Seconds())\n  +\tif resolution == nil {\n  +\t\tresolution = resolveResolutionFromPolicy(ctx, duration, cluster, metrics)\n  +\t}\n  +\tif resolution == nil {\n   \t\tif config.Keys.EnableResampling != nil {\n   \t\t\tdefaultRes := slices.Max(config.Keys.EnableResampling.Resolutions)\n   \t\t\tresolution = &defaultRes\n  ... (truncated)\n  @@ -906,10 +912,7 @@\n  -\talgoName := \"\"\n  -\tif resampleAlgo != nil {\n  -\t\talgoName = strings.ToLower(resampleAlgo.String())\n  -\t}\n  +\talgoName := resolveResampleAlgo(ctx, resampleAlgo)\n   \n   \t// data -> map hostname:jobdata\n   \tdata, err := metricdispatch.LoadNodeListData(cluster, subCluster, nodes, metrics, scopes, *resolution, from, to, ctx, algoName)\n  +21 -18\n\ninternal/metricdispatch/resamplepolicy.go\n  @@ -0,0 +1,49 @@\n  +// Copyright (C) NHR@FAU, University Erlangen-Nuremberg.\n  +// All rights reserved. This file is part of cc-backend.\n  +// Use of this source code is governed by a MIT-style\n  +// license that can be found in the LICENSE file.\n  +package metricdispatch\n  +\n  +import \"math\"\n  +\n  +type ResamplePolicy string\n  +\n  ... (truncated)\n  +49 -0\n\ninternal/metricdispatch/resamplepolicy_test.go\n  @@ -0,0 +1,68 @@\n  +// Copyright (C) NHR@FAU, University Erlangen-Nuremberg.\n  +// All rights reserved. This file is part of cc-backend.\n  +// Use of this source code is governed by a MIT-style\n  +// license that can be found in the LICENSE file.\n  +package metricdispatch\n  +\n  +import \"testing\"\n  +\n  +func TestTargetPointsForPolicy(t *testing.T) {\n  +\ttests := []struct {\n  ... (truncated)\n  +68 -0\n\ninternal/routerConfig/routes.go\n  @@ -15,6 +15,7 @@\n  +\t\"github.com/ClusterCockpit/cc-backend/internal/metricdispatch\"\n   \t\"github.com/ClusterCockpit/cc-backend/internal/repository\"\n   \t\"github.com/ClusterCockpit/cc-backend/web\"\n   \tcclog \"github.com/ClusterCockpit/cc-lib/v2/ccLogger\"\n  @@ -493,13 +494,15 @@\n  +\t\t\tresampling := resamplingForUser(conf)\n  +\n   \t\t\tpage := web.Page{\n   \t\t\t\tTitle:      title,\n   \t\t\t\tUser:       *user,\n   \t\t\t\tRoles:      availableRoles,\n   \t\t\t\tBuild:      buildInfo,\n   \t\t\t\tConfig:     conf,\n  -\t\t\t\tResampling: config.Keys.EnableResampling,\n  +\t\t\t\tResampling: resampling,\n  @@ -586,3 +589,32 @@\n  +\n  +// resamplingForUser returns a ResampleConfig that incorporates the user's\n  +// resample policy preference. If the user has a policy set, it creates a\n  +// policy-derived config with targetPoints and trigger. Otherwise falls back\n  +// to the global config.\n  +func resamplingForUser(conf map[string]any) *config.ResampleConfig {\n  +\tglobalCfg := config.Keys.EnableResampling\n  +\n  +\tpolicyVal, ok := conf[\"plotConfiguration_resamplePolicy\"]\n  +\tif !ok {\n  ... (truncated)\n  +33 -1\n\nweb/frontend/src/config/user/PlotRenderOptions.svelte\n  @@ -16,6 +16,7 @@\n  +  import { getContext } from \"svelte\";\n     import { fade } from \"svelte/transition\";\n   \n     /* Svelte 5 Props */\n  @@ -25,6 +26,9 @@\n  +\n  +  const resampleConfig = getContext(\"resampling\");\n  +  const resamplingEnabled = !!resampleConfig;\n   </script>\n   \n   <Row cols={3} class=\"p-2 g-2\">\n  @@ -219,4 +223,92 @@\n  +\n  +  {#if resamplingEnabled}\n  +  <!-- RESAMPLE POLICY -->\n  +  <Col>\n  +    <Card class=\"h-100\">\n  +      <form\n  +        id=\"resample-policy-form\"\n  +        method=\"post\"\n  +        action=\"/frontend/configuration/\"\n  +        class=\"card-body\"\n  ... (truncated)\n  +92 -0\n\nweb/frontend/src/generic/plots/MetricPlot.svelte\n  @@ -73,9 +73,10 @@\n  -  const resampleTrigger = $derived(resampleConfig?.trigger ? Number(resampleConfig.trigger) : null);\n  +  const resampleTrigger = $derived(resampleConfig?.trigger ? Number(resampleConfig.trigger) : (resampleConfig?.targetPoints ? Math.floor(resampleConfig.targetPoints / 4) : null));\n     const resampleResolutions = $derived(resampleConfig?.resolutions ? [...resampleConfig.resolutions] : null);\n     const resampleMinimum = $derived(resampleConfig?.resolutions ? Math.min(...resampleConfig.resolutions) : null);\n  +  const resampleTargetPoints = $derived(resampleConfig?.targetPoints ? Number(resampleConfig.targetPoints) : null);\n     const useStatsSeries = $derived(!!statisticsSeries); // Display Stats Series By Default if Exists\n     const thresholds = $derived(findJobAggregationThresholds(\n       subClusterTopology,\n  @@ -515,24 +516,29 @@\n  -                /* Get closest zoom level; prevents multiple iterative zoom requests for big zoom-steps (e.g. 600 -> 300 -> 120 -> 60) */\n  -                // Which resolution to theoretically request to achieve 30 or more visible data points:\n  -                const target = (numX * timestep) / resampleTrigger\n  -                // Which configured resolution actually matches the closest to theoretical target:\n  -                const closest = resampleResolutions.reduce(function(prev, curr) {\n  -                  return (Math.abs(curr - target) < Math.abs(prev - target) ? curr : prev);\n  -                });\n  +                let newRes;\n  +                if (resampleTargetPoints && !resampleResolutions) {\n  +                  // Policy-based: compute resolution dynamically from visible window\n  ... (truncated)\n  +18 -12\n\nweb/web.go\n  @@ -72,6 +72,8 @@\n  +\tResampleAlgo    string   `json:\"resample-algo\"`\n  +\tResamplePolicy  string   `json:\"resample-policy\"`\n   }\n   \n   var UIDefaults = WebConfig{\n  @@ -144,6 +146,8 @@\n  +\tUIDefaultsMap[\"plotConfiguration_resampleAlgo\"] = UIDefaults.PlotConfiguration.ResampleAlgo\n  +\tUIDefaultsMap[\"plotConfiguration_resamplePolicy\"] = UIDefaults.PlotConfiguration.ResamplePolicy\n   \n   \tfor _, c := range UIDefaults.MetricConfig.Clusters {\n   \t\tif c.JobListMetrics != nil {\n  +4 -0","is_error":false}]},"uuid":"44627efd-c6bf-4067-aea6-485e867fc40f","timestamp":"2026-03-20T06:19:47.706Z"},"type":"agent_progress","prompt":"","agentId":"a94d541086ef2e733"},"toolUseID":"agent_msg_01KkzdazjB6DcKN6KmbtGTKq","parentToolUseID":"toolu_018fSdSLwvUuC9yLt4j7CLXd","uuid":"919f9688-3b54-4f0b-a600-2b13275da1c8","timestamp":"2026-03-20T06:19:47.707Z","userType":"external","entrypoint":"cli","cwd":"/Users/jan/prg/ClusterCockpit/cc-backend/web/frontend","sessionId":"f8d732b5-ee26-4579-bdeb-237fa0cb9261","version":"2.1.80","gitBranch":"feature/526-average-resample","slug":"bubbly-shimmying-sedgewick"}
+{"parentUuid":"919f9688-3b54-4f0b-a600-2b13275da1c8","isSidechain":false,"type":"progress","data":{"message":{"type":"assistant","timestamp":"2026-03-20T06:19:49.172Z","message":{"model":"claude-haiku-4-5-20251001","id":"msg_018X1j9sykimoWcLQi9bQ7St","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_01RRdjU9Mm6Scg6V89B3P2A8","name":"Bash","input":{"command":"cd /Users/jan/prg/ClusterCockpit/cc-backend && git show c0d2d65f"},"caller":{"type":"direct"}}],"stop_reason":null,"stop_sequence":null,"usage":{"input_tokens":4,"cache_creation_input_tokens":2631,"cache_read_input_tokens":18694,"cache_creation":{"ephemeral_5m_input_tokens":2631,"ephemeral_1h_input_tokens":0},"output_tokens":1,"service_tier":"standard","inference_geo":"not_available"},"context_management":null},"requestId":"req_011CZDr7MiubFbreLgGSvCHf","uuid":"51c89a82-8f5e-42de-996a-a991b5507933"},"type":"agent_progress","prompt":"","agentId":"a94d541086ef2e733"},"toolUseID":"agent_msg_01KkzdazjB6DcKN6KmbtGTKq","parentToolUseID":"toolu_018fSdSLwvUuC9yLt4j7CLXd","uuid":"6298e857-700f-4eb3-be75-742ea5a6f4fa","timestamp":"2026-03-20T06:19:49.172Z","userType":"external","entrypoint":"cli","cwd":"/Users/jan/prg/ClusterCockpit/cc-backend/web/frontend","sessionId":"f8d732b5-ee26-4579-bdeb-237fa0cb9261","version":"2.1.80","gitBranch":"feature/526-average-resample","slug":"bubbly-shimmying-sedgewick"}
+{"parentUuid":"6298e857-700f-4eb3-be75-742ea5a6f4fa","isSidechain":false,"type":"progress","data":{"message":{"type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01RRdjU9Mm6Scg6V89B3P2A8","type":"tool_result","content":"<persisted-output>\nOutput too large (44.8KB). Full output saved to: /Users/jan/.claude/projects/-Users-jan-prg-ClusterCockpit-cc-backend/f8d732b5-ee26-4579-bdeb-237fa0cb9261/tool-results/b8xdra4vi.txt\n\nPreview (first 2KB):\ncommit c0d2d65f9636fe229ab1ca9a023d6b8076352dd4\nAuthor: Jan Eitzinger <jan@moebiusband.org>\nDate:   Thu Mar 19 21:16:48 2026 +0100\n\n    Introduce average resampler support\n    \n    Fixes #526\n    \n    Entire-Checkpoint: 893a1de325b5\n\ndiff --git a/api/schema.graphqls b/api/schema.graphqls\nindex cf8f5273..8981c859 100644\n--- a/api/schema.graphqls\n+++ b/api/schema.graphqls\n@@ -250,6 +250,12 @@ type TimeWeights {\n   coreHours: [NullableFloat!]!\n }\n \n+enum ResampleAlgo {\n+  LTTB\n+  AVERAGE\n+  SIMPLE\n+}\n+\n enum Aggregate {\n   USER\n   PROJECT\n@@ -340,6 +346,7 @@ type Query {\n     metrics: [String!]\n     scopes: [MetricScope!]\n     resolution: Int\n+    resampleAlgo: ResampleAlgo\n   ): [JobMetricWithName!]!\n \n   jobStats(id: ID!, metrics: [String!]): [NamedStats!]!\n@@ -399,6 +406,7 @@ type Query {\n     to: Time!\n     page: PageRequest\n     resolution: Int\n+    resampleAlgo: ResampleAlgo\n   ): NodesResultList!\n \n   clusterMetrics(\ndiff --git a/go.mod b/go.mod\nindex 1e3b7bf1..f830a366 100644\n--- a/go.mod\n+++ b/go.mod\n@@ -7,28 +7,30 @@ tool (\n \tgithub.com/swaggo/swag/cmd/swag\n )\n \n+replace github.com/ClusterCockpit/cc-lib/v2 => ../../prg/CC/cc-lib\n+\n require (\n \tgithub.com/99designs/gqlgen v0.17.88\n-\tgithub.com/ClusterCockpit/cc-lib/v2 v2.9.1\n+\tgithub.com/ClusterCockpit/cc-lib/v2 v2.10.0\n \tgithub.com/ClusterCockpit/cc-line-protocol/v2 v2.4.0\n \tgithub.com/Masterminds/squirrel v1.5.4\n-\tgithub.com/aws/aws-sdk-go-v2 v1.41.3\n-\tgithub.com/aws/aws-sdk-go-v2/config v1.32.11\n-\tgithub.com/aws/aws-sdk-go-v2/credentials v1.19.11\n-\tgithub.com/aws/aws-sdk-go-v2/service/s3 v1.97.0\n+\tgithub.com/aws/aws-sdk-go-v2 v1.41.4\n+\tgithub.com/aws/aws-sdk-go-v2/config v1.32.12\n+\tgithub.com/aws/aws-sdk-go-v2/credentials v1.19.12\n+\tgithub.com/aws/aws-sdk-go-v2/service/s3 v1.97.1\n \tgithub.com/coreos/go-oidc/v3 v3.17.0\n \tgithub.com/expr-lang/expr v1.17.8\n \tgithub.com/go-chi/chi/v5 v5.2.5\n \tgithub.com/go-chi/cors v1.2.2\n \tgithub.com/go-co-op/gocron/v2 v2.19.1\n-\tgithub.com/go-ldap/ldap/v3 v3.4.12\n...\n</persisted-output>","is_error":false}]},"uuid":"d22e6e48-91eb-4166-a9b5-e4a42aae9d23","timestamp":"2026-03-20T06:19:51.608Z"},"type":"agent_progress","prompt":"","agentId":"a94d541086ef2e733"},"toolUseID":"agent_msg_01KkzdazjB6DcKN6KmbtGTKq","parentToolUseID":"toolu_018fSdSLwvUuC9yLt4j7CLXd","uuid":"baf26705-07cf-4259-9ca7-fd93bc4c142d","timestamp":"2026-03-20T06:19:51.608Z","userType":"external","entrypoint":"cli","cwd":"/Users/jan/prg/ClusterCockpit/cc-backend/web/frontend","sessionId":"f8d732b5-ee26-4579-bdeb-237fa0cb9261","version":"2.1.80","gitBranch":"feature/526-average-resample","slug":"bubbly-shimmying-sedgewick"}
+{"parentUuid":"baf26705-07cf-4259-9ca7-fd93bc4c142d","isSidechain":false,"type":"progress","data":{"message":{"type":"assistant","timestamp":"2026-03-20T06:19:53.116Z","message":{"model":"claude-haiku-4-5-20251001","id":"msg_017NYqkGHErjTDSdsR1gfbAo","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_01Gu1TC5UZxT5g6r9nDz9tFY","name":"Read","input":{"file_path":"/Users/jan/prg/ClusterCockpit/cc-backend/internal/config/config.go","limit":200},"caller":{"type":"direct"}}],"stop_reason":null,"stop_sequence":null,"usage":{"input_tokens":3,"cache_creation_input_tokens":1220,"cache_read_input_tokens":21325,"cache_creation":{"ephemeral_5m_input_tokens":1220,"ephemeral_1h_input_tokens":0},"output_tokens":2,"service_tier":"standard","inference_geo":"not_available"},"context_management":null},"requestId":"req_011CZDr7eJYvkaNd8RF8hEXb","uuid":"e5cd74bd-d673-4661-a67c-1a8d957c9c94"},"type":"agent_progress","prompt":"","agentId":"a94d541086ef2e733"},"toolUseID":"agent_msg_01KkzdazjB6DcKN6KmbtGTKq","parentToolUseID":"toolu_018fSdSLwvUuC9yLt4j7CLXd","uuid":"4f275a01-e593-4510-a9fa-62d9f97a4b31","timestamp":"2026-03-20T06:19:53.116Z","userType":"external","entrypoint":"cli","cwd":"/Users/jan/prg/ClusterCockpit/cc-backend/web/frontend","sessionId":"f8d732b5-ee26-4579-bdeb-237fa0cb9261","version":"2.1.80","gitBranch":"feature/526-average-resample","slug":"bubbly-shimmying-sedgewick"}
+{"parentUuid":"4f275a01-e593-4510-a9fa-62d9f97a4b31","isSidechain":false,"type":"progress","data":{"message":{"type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01Gu1TC5UZxT5g6r9nDz9tFY","type":"tool_result","content":"     1→// Copyright (C) NHR@FAU, University Erlangen-Nuremberg.\n     2→// All rights reserved. This file is part of cc-backend.\n     3→// Use of this source code is governed by a MIT-style\n     4→// license that can be found in the LICENSE file.\n     5→\n     6→// Package config implements the program configuration data structures, validation and parsing\n     7→package config\n     8→\n     9→import (\n    10→\t\"bytes\"\n    11→\t\"encoding/json\"\n    12→\t\"time\"\n    13→\n    14→\tcclog \"github.com/ClusterCockpit/cc-lib/v2/ccLogger\"\n    15→\t\"github.com/ClusterCockpit/cc-lib/v2/resampler\"\n    16→)\n    17→\n    18→type ProgramConfig struct {\n    19→\t// Address where the http (or https) server will listen on (for example: 'localhost:80').\n    20→\tAddr string `json:\"addr\"`\n    21→\n    22→\t// Addresses from which secured admin API endpoints can be reached, can be wildcard \"*\"\n    23→\tAPIAllowedIPs []string `json:\"api-allowed-ips\"`\n    24→\n    25→\tAPISubjects *NATSConfig `json:\"api-subjects\"`\n    26→\n    27→\t// Drop root permissions once .env was read and the port was taken.\n    28→\tUser  string `json:\"user\"`\n    29→\tGroup string `json:\"group\"`\n    30→\n    31→\t// Disable authentication (for everything: API, Web-UI, ...)\n    32→\tDisableAuthentication bool `json:\"disable-authentication\"`\n    33→\n    34→\t// If `embed-static-files` is true (default), the frontend files are directly\n    35→\t// embeded into the go binary and expected to be in web/frontend. Only if\n    36→\t// it is false the files in `static-files` are served instead.\n    37→\tEmbedStaticFiles bool   `json:\"embed-static-files\"`\n    38→\tStaticFiles      string `json:\"static-files\"`\n    39→\n    40→\t// Path to SQLite database file\n    41→\tDB string `json:\"db\"`\n    42→\n    43→\tEnableJobTaggers bool `json:\"enable-job-taggers\"`\n    44→\n    45→\t// Validate json input against schema\n    46→\tValidate bool `json:\"validate\"`\n    47→\n    48→\t// If 0 or empty, the session does not expire!\n    49→\tSessionMaxAge string `json:\"session-max-age\"`\n    50→\n    51→\t// If both those options are not empty, use HTTPS using those certificates.\n    52→\tHTTPSCertFile string `json:\"https-cert-file\"`\n    53→\tHTTPSKeyFile  string `json:\"https-key-file\"`\n    54→\n    55→\t// If not the empty string and `addr` does not end in \":80\",\n    56→\t// redirect every request incoming at port 80 to that url.\n    57→\tRedirectHTTPTo string `json:\"redirect-http-to\"`\n    58→\n    59→\t// Where to store MachineState files\n    60→\tMachineStateDir string `json:\"machine-state-dir\"`\n    61→\n    62→\t// If not zero, automatically mark jobs as stopped running X seconds longer than their walltime.\n    63→\tStopJobsExceedingWalltime int `json:\"stop-jobs-exceeding-walltime\"`\n    64→\n    65→\t// Defines time X in seconds in which jobs are considered to be \"short\" and will be filtered in specific views.\n    66→\tShortRunningJobsDuration int `json:\"short-running-jobs-duration\"`\n    67→\n    68→\t// Energy Mix CO2 Emission Constant [g/kWh]\n    69→\t// If entered, displays estimated CO2 emission for job based on jobs totalEnergy\n    70→\tEmissionConstant int `json:\"emission-constant\"`\n    71→\n    72→\t// If exists, will enable dynamic zoom in frontend metric plots using the configured values\n    73→\tEnableResampling *ResampleConfig `json:\"resampling\"`\n    74→\n    75→\t// Systemd unit name for log viewer (default: \"clustercockpit\")\n    76→\tSystemdUnit string `json:\"systemd-unit\"`\n    77→\n    78→\t// Node state retention configuration\n    79→\tNodeStateRetention *NodeStateRetention `json:\"nodestate-retention\"`\n    80→\n    81→\t// Database tuning configuration\n    82→\tDbConfig *DbConfig `json:\"db-config\"`\n    83→}\n    84→\n    85→type DbConfig struct {\n    86→\tCacheSizeMB               int `json:\"cache-size-mb\"`\n    87→\tSoftHeapLimitMB           int `json:\"soft-heap-limit-mb\"`\n    88→\tMaxOpenConnections        int `json:\"max-open-connections\"`\n    89→\tMaxIdleConnections        int `json:\"max-idle-connections\"`\n    90→\tConnectionMaxIdleTimeMins int `json:\"max-idle-time-minutes\"`\n    91→\tBusyTimeoutMs             int `json:\"busy-timeout-ms\"`\n    92→}\n    93→\n    94→type NodeStateRetention struct {\n    95→\tPolicy             string `json:\"policy\"`      // \"delete\" or \"move\"\n    96→\tAge                int    `json:\"age\"`         // hours, default 24\n    97→\tTargetKind         string `json:\"target-kind\"` // \"file\" or \"s3\"\n    98→\tTargetPath         string `json:\"target-path\"`\n    99→\tTargetEndpoint     string `json:\"target-endpoint\"`\n   100→\tTargetBucket       string `json:\"target-bucket\"`\n   101→\tTargetAccessKey    string `json:\"target-access-key\"`\n   102→\tTargetSecretKey    string `json:\"target-secret-key\"`\n   103→\tTargetRegion       string `json:\"target-region\"`\n   104→\tTargetUsePathStyle bool   `json:\"target-use-path-style\"`\n   105→\tMaxFileSizeMB      int    `json:\"max-file-size-mb\"`\n   106→}\n   107→\n   108→type ResampleConfig struct {\n   109→\t// Minimum number of points to trigger resampling of data\n   110→\tMinimumPoints int `json:\"minimum-points\"`\n   111→\t// Array of resampling target resolutions, in seconds; Example: [600,300,60]\n   112→\tResolutions []int `json:\"resolutions\"`\n   113→\t// Trigger next zoom level at less than this many visible datapoints\n   114→\tTrigger int `json:\"trigger\"`\n   115→\t// Policy-derived target point count (set dynamically from user preference, not from config.json)\n   116→\tTargetPoints int `json:\"targetPoints,omitempty\"`\n   117→}\n   118→\n   119→type NATSConfig struct {\n   120→\tSubjectJobEvent  string `json:\"subject-job-event\"`\n   121→\tSubjectNodeState string `json:\"subject-node-state\"`\n   122→\tJobConcurrency   int    `json:\"job-concurrency\"`\n   123→\tNodeConcurrency  int    `json:\"node-concurrency\"`\n   124→}\n   125→\n   126→type IntRange struct {\n   127→\tFrom int `json:\"from\"`\n   128→\tTo   int `json:\"to\"`\n   129→}\n   130→\n   131→type TimeRange struct {\n   132→\tFrom  *time.Time `json:\"from\"`\n   133→\tTo    *time.Time `json:\"to\"`\n   134→\tRange string     `json:\"range,omitempty\"`\n   135→}\n   136→\n   137→type FilterRanges struct {\n   138→\tDuration  *IntRange  `json:\"duration\"`\n   139→\tNumNodes  *IntRange  `json:\"num-nodes\"`\n   140→\tStartTime *TimeRange `json:\"start-time\"`\n   141→}\n   142→\n   143→var Keys ProgramConfig = ProgramConfig{\n   144→\tAddr:                      \"localhost:8080\",\n   145→\tEmbedStaticFiles:          true,\n   146→\tDB:                        \"./var/job.db\",\n   147→\tSessionMaxAge:             \"168h\",\n   148→\tStopJobsExceedingWalltime: 0,\n   149→\tShortRunningJobsDuration:  5 * 60,\n   150→}\n   151→\n   152→func Init(mainConfig json.RawMessage) {\n   153→\tValidate(configSchema, mainConfig)\n   154→\tdec := json.NewDecoder(bytes.NewReader(mainConfig))\n   155→\tdec.DisallowUnknownFields()\n   156→\tif err := dec.Decode(&Keys); err != nil {\n   157→\t\tcclog.Abortf(\"Config Init: Could not decode config file '%s'.\\nError: %s\\n\", mainConfig, err.Error())\n   158→\t}\n   159→\n   160→\tif Keys.EnableResampling != nil && Keys.EnableResampling.MinimumPoints > 0 {\n   161→\t\tresampler.SetMinimumRequiredPoints(Keys.EnableResampling.MinimumPoints)\n   162→\t}\n   163→}\n   164→"}]},"uuid":"6aa49703-3c02-4c3f-9087-bb6bd48d1741","timestamp":"2026-03-20T06:19:53.125Z"},"type":"agent_progress","prompt":"","agentId":"a94d541086ef2e733"},"toolUseID":"agent_msg_01KkzdazjB6DcKN6KmbtGTKq","parentToolUseID":"toolu_018fSdSLwvUuC9yLt4j7CLXd","uuid":"bbc98e97-3cbf-43e2-8ff7-55f45784af39","timestamp":"2026-03-20T06:19:53.126Z","userType":"external","entrypoint":"cli","cwd":"/Users/jan/prg/ClusterCockpit/cc-backend/web/frontend","sessionId":"f8d732b5-ee26-4579-bdeb-237fa0cb9261","version":"2.1.80","gitBranch":"feature/526-average-resample","slug":"bubbly-shimmying-sedgewick"}
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+{"parentUuid":"0d086932-2f0a-48c6-aa4f-5fd7d086b7b4","isSidechain":false,"type":"progress","data":{"message":{"type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01BefZA9uMNXnN9cUsQpEXvk","type":"tool_result","content":"     1→// Copyright (C) NHR@FAU, University Erlangen-Nuremberg.\n     2→// All rights reserved. This file is part of cc-backend.\n     3→// Use of this source code is governed by a MIT-style\n     4→// license that can be found in the LICENSE file.\n     5→package metricdispatch\n     6→\n     7→import \"math\"\n     8→\n     9→type ResamplePolicy string\n    10→\n    11→const (\n    12→\tResamplePolicyLow    ResamplePolicy = \"low\"\n    13→\tResamplePolicyMedium ResamplePolicy = \"medium\"\n    14→\tResamplePolicyHigh   ResamplePolicy = \"high\"\n    15→)\n    16→\n    17→// TargetPointsForPolicy returns the target number of data points for a given policy.\n    18→func TargetPointsForPolicy(policy ResamplePolicy) int {\n    19→\tswitch policy {\n    20→\tcase ResamplePolicyLow:\n    21→\t\treturn 200\n    22→\tcase ResamplePolicyMedium:\n    23→\t\treturn 500\n    24→\tcase ResamplePolicyHigh:\n    25→\t\treturn 1000\n    26→\tdefault:\n    27→\t\treturn 0\n    28→\t}\n    29→}\n    30→\n    31→// ComputeResolution computes the resampling resolution in seconds for a given\n    32→// job duration, metric frequency, and target point count. Returns 0 if the\n    33→// total number of data points is already at or below targetPoints (no resampling needed).\n    34→func ComputeResolution(duration int64, frequency int64, targetPoints int) int {\n    35→\tif frequency <= 0 || targetPoints <= 0 || duration <= 0 {\n    36→\t\treturn 0\n    37→\t}\n    38→\n    39→\ttotalPoints := duration / frequency\n    40→\tif totalPoints <= int64(targetPoints) {\n    41→\t\treturn 0\n    42→\t}\n    43→\n    44→\ttargetRes := math.Ceil(float64(duration) / float64(targetPoints))\n    45→\t// Round up to nearest multiple of frequency\n    46→\tresolution := int(math.Ceil(targetRes/float64(frequency))) * int(frequency)\n    47→\n    48→\treturn resolution\n    49→}\n    50→"}]},"uuid":"08a4e964-5ed4-4e1c-80aa-8cd615b9afeb","timestamp":"2026-03-20T06:19:54.732Z"},"type":"agent_progress","prompt":"","agentId":"a94d541086ef2e733"},"toolUseID":"agent_msg_01KkzdazjB6DcKN6KmbtGTKq","parentToolUseID":"toolu_018fSdSLwvUuC9yLt4j7CLXd","uuid":"5915d771-f1c5-4204-879e-15881ad98a2a","timestamp":"2026-03-20T06:19:54.733Z","userType":"external","entrypoint":"cli","cwd":"/Users/jan/prg/ClusterCockpit/cc-backend/web/frontend","sessionId":"f8d732b5-ee26-4579-bdeb-237fa0cb9261","version":"2.1.80","gitBranch":"feature/526-average-resample","slug":"bubbly-shimmying-sedgewick"}
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+{"parentUuid":"ba093f5b-fb14-4bd7-8521-b1a00d444845","isSidechain":false,"type":"progress","data":{"message":{"type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01CXaE68xoxtF3w4KuGNPyuD","type":"tool_result","content":"     1→// Copyright (C) NHR@FAU, University Erlangen-Nuremberg.\n     2→// All rights reserved. This file is part of cc-backend.\n     3→// Use of this source code is governed by a MIT-style\n     4→// license that can be found in the LICENSE file.\n     5→package metricdispatch\n     6→\n     7→import \"testing\"\n     8→\n     9→func TestTargetPointsForPolicy(t *testing.T) {\n    10→\ttests := []struct {\n    11→\t\tpolicy ResamplePolicy\n    12→\t\twant   int\n    13→\t}{\n    14→\t\t{ResamplePolicyLow, 200},\n    15→\t\t{ResamplePolicyMedium, 500},\n    16→\t\t{ResamplePolicyHigh, 1000},\n    17→\t\t{ResamplePolicy(\"unknown\"), 0},\n    18→\t\t{ResamplePolicy(\"\"), 0},\n    19→\t}\n    20→\n    21→\tfor _, tt := range tests {\n    22→\t\tif got := TargetPointsForPolicy(tt.policy); got != tt.want {\n    23→\t\t\tt.Errorf(\"TargetPointsForPolicy(%q) = %d, want %d\", tt.policy, got, tt.want)\n    24→\t\t}\n    25→\t}\n    26→}\n    27→\n    28→func TestComputeResolution(t *testing.T) {\n    29→\ttests := []struct {\n    30→\t\tname         string\n    31→\t\tduration     int64\n    32→\t\tfrequency    int64\n    33→\t\ttargetPoints int\n    34→\t\twant         int\n    35→\t}{\n    36→\t\t// 24h job, 60s frequency, 1440 total points\n    37→\t\t{\"low_24h_60s\", 86400, 60, 200, 480},\n    38→\t\t{\"medium_24h_60s\", 86400, 60, 500, 180},\n    39→\t\t{\"high_24h_60s\", 86400, 60, 1000, 120},\n    40→\n    41→\t\t// 2h job, 60s frequency, 120 total points — no resampling needed\n    42→\t\t{\"low_2h_60s\", 7200, 60, 200, 0},\n    43→\t\t{\"medium_2h_60s\", 7200, 60, 500, 0},\n    44→\t\t{\"high_2h_60s\", 7200, 60, 1000, 0},\n    45→\n    46→\t\t// Edge: zero/negative inputs\n    47→\t\t{\"zero_duration\", 0, 60, 200, 0},\n    48→\t\t{\"zero_frequency\", 86400, 0, 200, 0},\n    49→\t\t{\"zero_target\", 86400, 60, 0, 0},\n    50→\t\t{\"negative_duration\", -100, 60, 200, 0},\n    51→\n    52→\t\t// 12h job, 30s frequency, 1440 total points\n    53→\t\t{\"medium_12h_30s\", 43200, 30, 500, 90},\n    54→\n    55→\t\t// Exact fit: total points == target points\n    56→\t\t{\"exact_fit\", 12000, 60, 200, 0},\n    57→\t}\n    58→\n    59→\tfor _, tt := range tests {\n    60→\t\tt.Run(tt.name, func(t *testing.T) {\n    61→\t\t\tgot := ComputeResolution(tt.duration, tt.frequency, tt.targetPoints)\n    62→\t\t\tif got != tt.want {\n    63→\t\t\t\tt.Errorf(\"ComputeResolution(%d, %d, %d) = %d, want %d\",\n    64→\t\t\t\t\ttt.duration, tt.frequency, tt.targetPoints, got, tt.want)\n    65→\t\t\t}\n    66→\t\t})\n    67→\t}\n    68→}\n    69→"}]},"uuid":"a2a767b2-fff1-4414-a916-c5101107cf21","timestamp":"2026-03-20T06:19:56.357Z"},"type":"agent_progress","prompt":"","agentId":"a94d541086ef2e733"},"toolUseID":"agent_msg_01KkzdazjB6DcKN6KmbtGTKq","parentToolUseID":"toolu_018fSdSLwvUuC9yLt4j7CLXd","uuid":"d577361c-0c13-425a-9731-ecdde27a57b6","timestamp":"2026-03-20T06:19:56.372Z","userType":"external","entrypoint":"cli","cwd":"/Users/jan/prg/ClusterCockpit/cc-backend/web/frontend","sessionId":"f8d732b5-ee26-4579-bdeb-237fa0cb9261","version":"2.1.80","gitBranch":"feature/526-average-resample","slug":"bubbly-shimmying-sedgewick"}
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+{"parentUuid":"c5bef67a-f2b8-4580-a87f-b5b57a3ea193","isSidechain":false,"type":"progress","data":{"message":{"type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01FpajfYxRCXDbojmaiiKKaG","type":"tool_result","content":"     1→// Copyright (C) NHR@FAU, University Erlangen-Nuremberg.\n     2→// All rights reserved. This file is part of cc-backend.\n     3→// Use of this source code is governed by a MIT-style\n     4→// license that can be found in the LICENSE file.\n     5→package graph\n     6→\n     7→import (\n     8→\t\"context\"\n     9→\t\"strings\"\n    10→\n    11→\t\"github.com/ClusterCockpit/cc-backend/internal/graph/model\"\n    12→\t\"github.com/ClusterCockpit/cc-backend/internal/metricdispatch\"\n    13→\t\"github.com/ClusterCockpit/cc-backend/internal/repository\"\n    14→\t\"github.com/ClusterCockpit/cc-backend/pkg/archive\"\n    15→)\n    16→\n    17→// resolveResolutionFromPolicy reads the user's resample policy preference and\n    18→// computes a resolution based on job duration and metric frequency. Returns nil\n    19→// if the user has no policy set.\n    20→func resolveResolutionFromPolicy(ctx context.Context, duration int64, cluster string, metrics []string) *int {\n    21→\tuser := repository.GetUserFromContext(ctx)\n    22→\tif user == nil {\n    23→\t\treturn nil\n    24→\t}\n    25→\n    26→\tconf, err := repository.GetUserCfgRepo().GetUIConfig(user)\n    27→\tif err != nil {\n    28→\t\treturn nil\n    29→\t}\n    30→\n    31→\tpolicyVal, ok := conf[\"plotConfiguration_resamplePolicy\"]\n    32→\tif !ok {\n    33→\t\treturn nil\n    34→\t}\n    35→\tpolicyStr, ok := policyVal.(string)\n    36→\tif !ok || policyStr == \"\" {\n    37→\t\treturn nil\n    38→\t}\n    39→\n    40→\tpolicy := metricdispatch.ResamplePolicy(policyStr)\n    41→\ttargetPoints := metricdispatch.TargetPointsForPolicy(policy)\n    42→\tif targetPoints == 0 {\n    43→\t\treturn nil\n    44→\t}\n    45→\n    46→\t// Find the smallest metric frequency across the requested metrics\n    47→\tfrequency := smallestFrequency(cluster, metrics)\n    48→\tif frequency <= 0 {\n    49→\t\treturn nil\n    50→\t}\n    51→\n    52→\tres := metricdispatch.ComputeResolution(duration, int64(frequency), targetPoints)\n    53→\treturn &res\n    54→}\n    55→\n    56→// resolveResampleAlgo returns the resampling algorithm name to use, checking\n    57→// the explicit GraphQL parameter first, then the user's preference.\n    58→func resolveResampleAlgo(ctx context.Context, resampleAlgo *model.ResampleAlgo) string {\n    59→\tif resampleAlgo != nil {\n    60→\t\treturn strings.ToLower(resampleAlgo.String())\n    61→\t}\n    62→\n    63→\tuser := repository.GetUserFromContext(ctx)\n    64→\tif user == nil {\n    65→\t\treturn \"\"\n    66→\t}\n    67→\n    68→\tconf, err := repository.GetUserCfgRepo().GetUIConfig(user)\n    69→\tif err != nil {\n    70→\t\treturn \"\"\n    71→\t}\n    72→\n    73→\talgoVal, ok := conf[\"plotConfiguration_resampleAlgo\"]\n    74→\tif !ok {\n    75→\t\treturn \"\"\n    76→\t}\n    77→\talgoStr, ok := algoVal.(string)\n    78→\tif !ok {\n    79→\t\treturn \"\"\n    80→\t}\n    81→\n    82→\treturn algoStr\n    83→}\n    84→\n    85→// smallestFrequency returns the smallest metric timestep (in seconds) among the\n    86→// requested metrics for the given cluster. Falls back to 0 if nothing is found.\n    87→func smallestFrequency(cluster string, metrics []string) int {\n    88→\tcl := archive.GetCluster(cluster)\n    89→\tif cl == nil {\n    90→\t\treturn 0\n    91→\t}\n    92→\n    93→\tminFreq := 0\n    94→\tfor _, mc := range cl.MetricConfig {\n    95→\t\tif len(metrics) > 0 {\n    96→\t\t\tfound := false\n    97→\t\t\tfor _, m := range metrics {\n    98→\t\t\t\tif mc.Name == m {\n    99→\t\t\t\t\tfound = true\n   100→\t\t\t\t\tbreak\n   101→\t\t\t\t}\n   102→\t\t\t}\n   103→\t\t\tif !found {\n   104→\t\t\t\tcontinue\n   105→\t\t\t}\n   106→\t\t}\n   107→\t\tif minFreq == 0 || mc.Timestep < minFreq {\n   108→\t\t\tminFreq = mc.Timestep\n   109→\t\t}\n   110→\t}\n   111→\n   112→\treturn minFreq\n   113→}\n   114→"}]},"uuid":"956d4988-29d6-423d-9e73-de742cebad2e","timestamp":"2026-03-20T06:19:57.788Z"},"type":"agent_progress","prompt":"","agentId":"a94d541086ef2e733"},"toolUseID":"agent_msg_01KkzdazjB6DcKN6KmbtGTKq","parentToolUseID":"toolu_018fSdSLwvUuC9yLt4j7CLXd","uuid":"0d2bbb5e-c25d-438c-9f64-48fd9d464555","timestamp":"2026-03-20T06:19:57.825Z","userType":"external","entrypoint":"cli","cwd":"/Users/jan/prg/ClusterCockpit/cc-backend/web/frontend","sessionId":"f8d732b5-ee26-4579-bdeb-237fa0cb9261","version":"2.1.80","gitBranch":"feature/526-average-resample","slug":"bubbly-shimmying-sedgewick"}
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+{"parentUuid":"ab335094-51db-4abe-a229-5fa619c7947e","isSidechain":false,"type":"progress","data":{"message":{"type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01HL24hoP7KMBnUmEFk9SWz7","type":"tool_result","content":"     1→// Copyright (C) NHR@FAU, University Erlangen-Nuremberg.\n     2→// All rights reserved. This file is part of cc-backend.\n     3→// Use of this source code is governed by a MIT-style\n     4→// license that can be found in the LICENSE file.\n     5→package routerConfig\n     6→\n     7→import (\n     8→\t\"fmt\"\n     9→\t\"net/http\"\n    10→\t\"net/url\"\n    11→\t\"os\"\n    12→\t\"strconv\"\n    13→\t\"strings\"\n    14→\t\"time\"\n    15→\n    16→\t\"github.com/ClusterCockpit/cc-backend/internal/config\"\n    17→\t\"github.com/ClusterCockpit/cc-backend/internal/graph/model\"\n    18→\t\"github.com/ClusterCockpit/cc-backend/internal/metricdispatch\"\n    19→\t\"github.com/ClusterCockpit/cc-backend/internal/repository\"\n    20→\t\"github.com/ClusterCockpit/cc-backend/web\"\n    21→\tcclog \"github.com/ClusterCockpit/cc-lib/v2/ccLogger\"\n    22→\t\"github.com/ClusterCockpit/cc-lib/v2/schema\"\n    23→\t\"github.com/ClusterCockpit/cc-lib/v2/util\"\n    24→\t\"github.com/go-chi/chi/v5\"\n    25→)\n    26→\n    27→type InfoType map[string]any\n    28→\n    29→type Route struct {\n    30→\tRoute    string\n    31→\tTemplate string\n    32→\tTitle    string\n    33→\tFilter   bool\n    34→\tSetup    func(i InfoType, r *http.Request) InfoType\n    35→}\n    36→\n    37→var routes []Route = []Route{\n    38→\t{\"/\", \"home.tmpl\", \"ClusterCockpit\", false, setupHomeRoute},\n    39→\t{\"/config\", \"config.tmpl\", \"Settings\", false, setupConfigRoute},\n    40→\t{\"/monitoring/jobs/\", \"monitoring/jobs.tmpl\", \"Jobs - ClusterCockpit\", true, func(i InfoType, r *http.Request) InfoType { return i }},\n    41→\t{\"/monitoring/job/{id:[0-9]+}\", \"monitoring/job.tmpl\", \"Job <ID> - ClusterCockpit\", false, setupJobRoute},\n    42→\t{\"/monitoring/users/\", \"monitoring/list.tmpl\", \"Users - ClusterCockpit\", true, func(i InfoType, r *http.Request) InfoType { i[\"listType\"] = \"USER\"; return i }},\n    43→\t{\"/monitoring/projects/\", \"monitoring/list.tmpl\", \"Projects - ClusterCockpit\", true, func(i InfoType, r *http.Request) InfoType { i[\"listType\"] = \"PROJECT\"; return i }},\n    44→\t{\"/monitoring/tags/\", \"monitoring/taglist.tmpl\", \"Tags - ClusterCockpit\", false, setupTaglistRoute},\n    45→\t{\"/monitoring/user/{id}\", \"monitoring/user.tmpl\", \"User <ID> - ClusterCockpit\", true, setupUserRoute},\n    46→\t{\"/monitoring/systems/{cluster}\", \"monitoring/systems.tmpl\", \"Cluster <ID> Node Overview - ClusterCockpit\", false, setupClusterOverviewRoute},\n    47→\t{\"/monitoring/systems/list/{cluster}\", \"monitoring/systems.tmpl\", \"Cluster <ID> Node List - ClusterCockpit\", false, setupClusterListRoute},\n    48→\t{\"/monitoring/systems/list/{cluster}/{subcluster}\", \"monitoring/systems.tmpl\", \"Cluster <ID> <SID> Node List - ClusterCockpit\", false, setupClusterListRoute},\n    49→\t{\"/monitoring/node/{cluster}/{hostname}\", \"monitoring/node.tmpl\", \"Node <ID> - ClusterCockpit\", false, setupNodeRoute},\n    50→\t{\"/monitoring/analysis/{cluster}\", \"monitoring/analysis.tmpl\", \"Analysis - ClusterCockpit\", true, setupAnalysisRoute},\n    51→\t{\"/monitoring/status/{cluster}\", \"monitoring/status.tmpl\", \"<ID> Dashboard - ClusterCockpit\", false, setupClusterStatusRoute},\n    52→\t{\"/monitoring/status/detail/{cluster}\", \"monitoring/status.tmpl\", \"Status of <ID> - ClusterCockpit\", false, setupClusterDetailRoute},\n    53→\t{\"/monitoring/dashboard/{cluster}\", \"monitoring/dashboard.tmpl\", \"<ID> Dashboard - ClusterCockpit\", false, setupDashboardRoute},\n    54→\t{\"/monitoring/logs\", \"monitoring/logs.tmpl\", \"Logs - ClusterCockpit\", false, func(i InfoType, r *http.Request) InfoType { return i }},\n    55→}\n    56→\n    57→func setupHomeRoute(i InfoType, r *http.Request) InfoType {\n    58→\tjobRepo := repository.GetJobRepository()\n    59→\tgroupBy := model.AggregateCluster\n    60→\n    61→\t// startJobCount := time.Now()\n    62→\tstats, err := jobRepo.JobCountGrouped(r.Context(), nil, &groupBy)\n    63→\tif err != nil {\n    64→\t\tcclog.Warnf(\"failed to count jobs: %s\", err.Error())\n    65→\t}\n    66→\t// cclog.Infof(\"Timer HOME ROUTE startJobCount: %s\", time.Since(startJobCount))\n    67→\n    68→\t// startRunningJobCount := time.Now()\n    69→\tstats, err = jobRepo.AddJobCountGrouped(r.Context(), nil, &groupBy, stats, \"running\")\n    70→\tif err != nil {\n    71→\t\tcclog.Warnf(\"failed to count running jobs: %s\", err.Error())\n    72→\t}\n    73→\t// cclog.Infof(\"Timer HOME ROUTE startRunningJobCount: %s\", time.Since(startRunningJobCount))\n    74→\n    75→\ti[\"clusters\"] = stats\n    76→\n    77→\tif util.CheckFileExists(\"./var/notice.txt\") {\n    78→\t\tmsg, err := os.ReadFile(\"./var/notice.txt\")\n    79→\t\tif err != nil {\n    80→\t\t\tcclog.Warnf(\"failed to read notice.txt file: %s\", err.Error())\n    81→\t\t} else {\n    82→\t\t\ti[\"message\"] = string(msg)\n    83→\t\t}\n    84→\t}\n    85→\n    86→\treturn i\n    87→}\n    88→\n    89→func setupConfigRoute(i InfoType, r *http.Request) InfoType {\n    90→\tif util.CheckFileExists(\"./var/notice.txt\") {\n    91→\t\tmsg, err := os.ReadFile(\"./var/notice.txt\")\n    92→\t\tif err == nil {\n    93→\t\t\ti[\"ncontent\"] = string(msg)\n    94→\t\t}\n    95→\t}\n    96→\n    97→\treturn i\n    98→}\n    99→\n   100→func setupJobRoute(i InfoType, r *http.Request) InfoType {\n   101→\ti[\"id\"] = chi.URLParam(r, \"id\")\n   102→\tif config.Keys.EmissionConstant != 0 {\n   103→\t\ti[\"emission\"] = config.Keys.EmissionConstant\n   104→\t}\n   105→\treturn i\n   106→}\n   107→\n   108→func setupUserRoute(i InfoType, r *http.Request) InfoType {\n   109→\tusername := chi.URLParam(r, \"id\")\n   110→\ti[\"id\"] = username\n   111→\ti[\"username\"] = username\n   112→\t// TODO: If forbidden (== err exists), redirect to error page\n   113→\tif user, _ := repository.GetUserRepository().FetchUserInCtx(r.Context(), username); user != nil {\n   114→\t\ti[\"name\"] = user.Name\n   115→\t\ti[\"email\"] = user.Email\n   116→\t}\n   117→\treturn i\n   118→}\n   119→\n   120→func setupClusterStatusRoute(i InfoType, r *http.Request) InfoType {\n   121→\tcluster := chi.URLParam(r, \"cluster\")\n   122→\ti[\"id\"] = cluster\n   123→\ti[\"cluster\"] = cluster\n   124→\ti[\"displayType\"] = \"DASHBOARD\"\n   125→\treturn i\n   126→}\n   127→\n   128→func setupClusterDetailRoute(i InfoType, r *http.Request) InfoType {\n   129→\tcluster := chi.URLParam(r, \"cluster\")\n   130→\ti[\"id\"] = cluster\n   131→\ti[\"cluster\"] = cluster\n   132→\ti[\"displayType\"] = \"DETAILS\"\n   133→\treturn i\n   134→}\n   135→\n   136→func setupDashboardRoute(i InfoType, r *http.Request) InfoType {\n   137→\tcluster := chi.URLParam(r, \"cluster\")\n   138→\ti[\"id\"] = cluster\n   139→\ti[\"cluster\"] = cluster\n   140→\ti[\"displayType\"] = \"PUBLIC\" // Used in Main Template\n   141→\treturn i\n   142→}\n   143→\n   144→func setupClusterOverviewRoute(i InfoType, r *http.Request) InfoType {\n   145→\tcluster := chi.URLParam(r, \"cluster\")\n   146→\ti[\"id\"] = cluster\n   147→\ti[\"cluster\"] = cluster\n   148→\ti[\"displayType\"] = \"OVERVIEW\"\n   149→\n   150→\tfrom, to := r.URL.Query().Get(\"from\"), r.URL.Query().Get(\"to\")\n   151→\tif from != \"\" || to != \"\" {\n   152→\t\ti[\"from\"] = from\n   153→\t\ti[\"to\"] = to\n   154→\t}\n   155→\treturn i\n   156→}\n   157→\n   158→func setupClusterListRoute(i InfoType, r *http.Request) InfoType {\n   159→\tcluster := chi.URLParam(r, \"cluster\")\n   160→\tsubcluster := chi.URLParam(r, \"subcluster\")\n   161→\ti[\"id\"] = cluster\n   162→\ti[\"cluster\"] = cluster\n   163→\ti[\"sid\"] = subcluster\n   164→\ti[\"subCluster\"] = subcluster\n   165→\ti[\"displayType\"] = \"LIST\"\n   166→\n   167→\tfrom, to := r.URL.Query().Get(\"from\"), r.URL.Query().Get(\"to\")\n   168→\tif from != \"\" || to != \"\" {\n   169→\t\ti[\"from\"] = from\n   170→\t\ti[\"to\"] = to\n   171→\t}\n   172→\treturn i\n   173→}\n   174→\n   175→func setupNodeRoute(i InfoType, r *http.Request) InfoType {\n   176→\tcluster := chi.URLParam(r, \"cluster\")\n   177→\thostname := chi.URLParam(r, \"hostname\")\n   178→\ti[\"cluster\"] = cluster\n   179→\ti[\"hostname\"] = hostname\n   180→\ti[\"id\"] = fmt.Sprintf(\"%s (%s)\", cluster, hostname)\n   181→\tfrom, to := r.URL.Query().Get(\"from\"), r.URL.Query().Get(\"to\")\n   182→\tif from != \"\" && to != \"\" {\n   183→\t\ti[\"from\"] = from\n   184→\t\ti[\"to\"] = to\n   185→\t}\n   186→\treturn i\n   187→}\n   188→\n   189→func setupAnalysisRoute(i InfoType, r *http.Request) InfoType {\n   190→\ti[\"cluster\"] = chi.URLParam(r, \"cluster\")\n   191→\treturn i\n   192→}\n   193→\n   194→func setupTaglistRoute(i InfoType, r *http.Request) InfoType {\n   195→\tjobRepo := repository.GetJobRepository()\n   196→\ttags, counts, err := jobRepo.CountTags(repository.GetUserFromContext(r.Context()))\n   197→\ttagMap := make(map[string][]map[string]any)\n   198→\tif err != nil {\n   199→\t\tcclog.Warnf(\"GetTags failed: %s\", err.Error())\n   200→\t\ti[\"tagmap\"] = tagMap\n   201→\t\treturn i\n   202→\t}\n   203→\t// Reduces displayed tags for unauth'd users\n   204→\tuserAuthlevel := repository.GetUserFromContext(r.Context()).GetAuthLevel()\n   205→\t// Uses tag.ID as second Map-Key component to differentiate tags with identical names\n   206→\tif userAuthlevel >= 4 { // Support+ : Show tags for all scopes, regardless of count\n   207→\t\tfor _, tag := range tags {\n   208→\t\t\ttagItem := map[string]any{\n   209→\t\t\t\t\"id\":    tag.ID,\n   210→\t\t\t\t\"name\":  tag.Name,\n   211→\t\t\t\t\"scope\": tag.Scope,\n   212→\t\t\t\t\"count\": counts[fmt.Sprint(tag.Type, tag.Name, tag.ID)],\n   213→\t\t\t}\n   214→\t\t\ttagMap[tag.Type] = append(tagMap[tag.Type], tagItem)\n   215→\t\t}\n   216→\t} else if userAuthlevel < 4 && userAuthlevel >= 2 { // User+ : Show global and admin scope only if at least 1 tag used, private scope regardless of count\n   217→\t\tfor _, tag := range tags {\n   218→\t\t\ttagCount := counts[fmt.Sprint(tag.Type, tag.Name, tag.ID)]\n   219→\t\t\tif ((tag.Scope == \"global\" || tag.Scope == \"admin\") && tagCount >= 1) || (tag.Scope != \"global\" && tag.Scope != \"admin\") {\n   220→\t\t\t\ttagItem := map[string]any{\n   221→\t\t\t\t\t\"id\":    tag.ID,\n   222→\t\t\t\t\t\"name\":  tag.Name,\n   223→\t\t\t\t\t\"scope\": tag.Scope,\n   224→\t\t\t\t\t\"count\": tagCount,\n   225→\t\t\t\t}\n   226→\t\t\t\ttagMap[tag.Type] = append(tagMap[tag.Type], tagItem)\n   227→\t\t\t}\n   228→\t\t}\n   229→\t} // auth < 2 return nothing for this route\n   230→\n   231→\ti[\"tagmap\"] = tagMap\n   232→\treturn i\n   233→}\n   234→\n   235→// FIXME: Lots of redundant code. Needs refactoring\n   236→func buildFilterPresets(query url.Values) map[string]any {\n   237→\tfilterPresets := map[string]any{}\n   238→\n   239→\tif query.Get(\"cluster\") != \"\" {\n   240→\t\tfilterPresets[\"cluster\"] = query.Get(\"cluster\")\n   241→\t}\n   242→\tif query.Get(\"partition\") != \"\" {\n   243→\t\tfilterPresets[\"partition\"] = query.Get(\"partition\")\n   244→\t}\n   245→\tif query.Get(\"project\") != \"\" {\n   246→\t\tfilterPresets[\"project\"] = query.Get(\"project\")\n   247→\t\tfilterPresets[\"projectMatch\"] = \"eq\"\n   248→\t}\n   249→\tif query.Get(\"jobName\") != \"\" {\n   250→\t\tfilterPresets[\"jobName\"] = query.Get(\"jobName\")\n   251→\t}\n   252→\tif len(query[\"user\"]) != 0 {\n   253→\t\tif len(query[\"user\"]) == 1 {\n   254→\t\t\tfilterPresets[\"user\"] = query.Get(\"user\")\n   255→\t\t\tfilterPresets[\"userMatch\"] = \"contains\"\n   256→\t\t} else {\n   257→\t\t\tfilterPresets[\"user\"] = query[\"user\"]\n   258→\t\t\tfilterPresets[\"userMatch\"] = \"in\"\n   259→\t\t}\n   260→\t}\n   261→\tif len(query[\"state\"]) != 0 {\n   262→\t\tfilterPresets[\"state\"] = query[\"state\"]\n   263→\t}\n   264→\tif query.Get(\"shared\") != \"\" {\n   265→\t\tfilterPresets[\"shared\"] = query.Get(\"shared\")\n   266→\t}\n   267→\tif query.Get(\"schedule\") != \"\" {\n   268→\t\tfilterPresets[\"schedule\"] = query.Get(\"schedule\")\n   269→\t}\n   270→\tif rawtags, ok := query[\"tag\"]; ok {\n   271→\t\ttags := make([]int, len(rawtags))\n   272→\t\tfor i, tid := range rawtags {\n   273→\t\t\tvar err error\n   274→\t\t\ttags[i], err = strconv.Atoi(tid)\n   275→\t\t\tif err != nil {\n   276→\t\t\t\ttags[i] = -1\n   277→\t\t\t}\n   278→\t\t}\n   279→\t\tfilterPresets[\"tags\"] = tags\n   280→\t}\n   281→\tif query.Get(\"duration\") != \"\" {\n   282→\t\tparts := strings.Split(query.Get(\"duration\"), \"-\")\n   283→\t\tif len(parts) == 2 {\n   284→\t\t\tif parts[0] == \"lessthan\" {\n   285→\t\t\t\tlt, lte := strconv.Atoi(parts[1])\n   286→\t\t\t\tif lte == nil {\n   287→\t\t\t\t\tfilterPresets[\"duration\"] = map[string]int{\"lessThan\": lt, \"from\": 0, \"to\": 0}\n   288→\t\t\t\t}\n   289→\t\t\t} else if parts[0] == \"morethan\" {\n   290→\t\t\t\tmt, mte := strconv.Atoi(parts[1])\n   291→\t\t\t\tif mte == nil {\n   292→\t\t\t\t\tfilterPresets[\"duration\"] = map[string]int{\"moreThan\": mt, \"from\": 0, \"to\": 0}\n   293→\t\t\t\t}\n   294→\t\t\t} else {\n   295→\t\t\t\ta, e1 := strconv.Atoi(parts[0])\n   296→\t\t\t\tb, e2 := strconv.Atoi(parts[1])\n   297→\t\t\t\tif e1 == nil && e2 == nil {\n   298→\t\t\t\t\tfilterPresets[\"duration\"] = map[string]int{\"from\": a, \"to\": b}\n   299→\t\t\t\t}\n   300→\t\t\t}\n   301→\t\t}\n   302→\t}\n   303→\tif query.Get(\"node\") != \"\" {\n   304→\t\tfilterPresets[\"node\"] = query.Get(\"node\")\n   305→\t}\n   306→\tif query.Get(\"numNodes\") != \"\" {\n   307→\t\tparts := strings.Split(query.Get(\"numNodes\"), \"-\")\n   308→\t\tif len(parts) == 2 {\n   309→\t\t\tif parts[0] == \"lessthan\" {\n   310→\t\t\t\tlt, lte := strconv.Atoi(parts[1])\n   311→\t\t\t\tif lte == nil {\n   312→\t\t\t\t\tfilterPresets[\"numNodes\"] = map[string]int{\"from\": 1, \"to\": lt}\n   313→\t\t\t\t}\n   314→\t\t\t} else if parts[0] == \"morethan\" {\n   315→\t\t\t\tmt, mte := strconv.Atoi(parts[1])\n   316→\t\t\t\tif mte == nil {\n   317→\t\t\t\t\tfilterPresets[\"numNodes\"] = map[string]int{\"from\": mt, \"to\": 0}\n   318→\t\t\t\t}\n   319→\t\t\t} else {\n   320→\t\t\t\ta, e1 := strconv.Atoi(parts[0])\n   321→\t\t\t\tb, e2 := strconv.Atoi(parts[1])\n   322→\t\t\t\tif e1 == nil && e2 == nil {\n   323→\t\t\t\t\tfilterPresets[\"numNodes\"] = map[string]int{\"from\": a, \"to\": b}\n   324→\t\t\t\t}\n   325→\t\t\t}\n   326→\t\t}\n   327→\t}\n   328→\tif query.Get(\"numHWThreads\") != \"\" {\n   329→\t\tparts := strings.Split(query.Get(\"numHWThreads\"), \"-\")\n   330→\t\tif len(parts) == 2 {\n   331→\t\t\tif parts[0] == \"lessthan\" {\n   332→\t\t\t\tlt, lte := strconv.Atoi(parts[1])\n   333→\t\t\t\tif lte == nil {\n   334→\t\t\t\t\tfilterPresets[\"numHWThreads\"] = map[string]int{\"from\": 1, \"to\": lt}\n   335→\t\t\t\t}\n   336→\t\t\t} else if parts[0] == \"morethan\" {\n   337→\t\t\t\tmt, mte := strconv.Atoi(parts[1])\n   338→\t\t\t\tif mte == nil {\n   339→\t\t\t\t\tfilterPresets[\"numHWThreads\"] = map[string]int{\"from\": mt, \"to\": 0}\n   340→\t\t\t\t}\n   341→\t\t\t} else {\n   342→\t\t\t\ta, e1 := strconv.Atoi(parts[0])\n   343→\t\t\t\tb, e2 := strconv.Atoi(parts[1])\n   344→\t\t\t\tif e1 == nil && e2 == nil {\n   345→\t\t\t\t\tfilterPresets[\"numHWThreads\"] = map[string]int{\"from\": a, \"to\": b}\n   346→\t\t\t\t}\n   347→\t\t\t}\n   348→\t\t}\n   349→\t}\n   350→\tif query.Get(\"numAccelerators\") != \"\" {\n   351→\t\tparts := strings.Split(query.Get(\"numAccelerators\"), \"-\")\n   352→\t\tif len(parts) == 2 {\n   353→\t\t\tif parts[0] == \"lessthan\" {\n   354→\t\t\t\tlt, lte := strconv.Atoi(parts[1])\n   355→\t\t\t\tif lte == nil {\n   356→\t\t\t\t\tfilterPresets[\"numAccelerators\"] = map[string]int{\"from\": 1, \"to\": lt}\n   357→\t\t\t\t}\n   358→\t\t\t} else if parts[0] == \"morethan\" {\n   359→\t\t\t\tmt, mte := strconv.Atoi(parts[1])\n   360→\t\t\t\tif mte == nil {\n   361→\t\t\t\t\tfilterPresets[\"numAccelerators\"] = map[string]int{\"from\": mt, \"to\": 0}\n   362→\t\t\t\t}\n   363→\t\t\t} else {\n   364→\t\t\t\ta, e1 := strconv.Atoi(parts[0])\n   365→\t\t\t\tb, e2 := strconv.Atoi(parts[1])\n   366→\t\t\t\tif e1 == nil && e2 == nil {\n   367→\t\t\t\t\tfilterPresets[\"numAccelerators\"] = map[string]int{\"from\": a, \"to\": b}\n   368→\t\t\t\t}\n   369→\t\t\t}\n   370→\t\t}\n   371→\t}\n   372→\tif len(query[\"dbId\"]) != 0 {\n   373→\t\tfilterPresets[\"dbId\"] = query[\"dbId\"]\n   374→\t}\n   375→\tif query.Get(\"jobId\") != \"\" {\n   376→\t\tif len(query[\"jobId\"]) == 1 {\n   377→\t\t\tfilterPresets[\"jobId\"] = query.Get(\"jobId\")\n   378→\t\t\tfilterPresets[\"jobIdMatch\"] = \"eq\"\n   379→\t\t} else {\n   380→\t\t\tfilterPresets[\"jobId\"] = query[\"jobId\"]\n   381→\t\t\tfilterPresets[\"jobIdMatch\"] = \"in\"\n   382→\t\t}\n   383→\t}\n   384→\tif query.Get(\"arrayJobId\") != \"\" {\n   385→\t\tif num, err := strconv.Atoi(query.Get(\"arrayJobId\")); err == nil {\n   386→\t\t\tfilterPresets[\"arrayJobId\"] = num\n   387→\t\t}\n   388→\t}\n   389→\tif query.Get(\"startTime\") != \"\" {\n   390→\t\tparts := strings.Split(query.Get(\"startTime\"), \"-\")\n   391→\t\tif len(parts) == 2 { // Time in seconds, from - to\n   392→\t\t\ta, e1 := strconv.ParseInt(parts[0], 10, 64)\n   393→\t\t\tb, e2 := strconv.ParseInt(parts[1], 10, 64)\n   394→\t\t\tif e1 == nil && e2 == nil {\n   395→\t\t\t\tfilterPresets[\"startTime\"] = map[string]string{\n   396→\t\t\t\t\t\"from\": time.Unix(a, 0).Format(time.RFC3339),\n   397→\t\t\t\t\t\"to\":   time.Unix(b, 0).Format(time.RFC3339),\n   398→\t\t\t\t}\n   399→\t\t\t}\n   400→\t\t} else { // named range\n   401→\t\t\tfilterPresets[\"startTime\"] = map[string]string{\n   402→\t\t\t\t\"range\": query.Get(\"startTime\"),\n   403→\t\t\t}\n   404→\t\t}\n   405→\t}\n   406→\tif query.Get(\"energy\") != \"\" {\n   407→\t\tparts := strings.Split(query.Get(\"energy\"), \"-\")\n   408→\t\tif len(parts) == 2 {\n   409→\t\t\tif parts[0] == \"lessthan\" {\n   410→\t\t\t\tlt, lte := strconv.Atoi(parts[1])\n   411→\t\t\t\tif lte == nil {\n   412→\t\t\t\t\tfilterPresets[\"energy\"] = map[string]int{\"from\": 1, \"to\": lt}\n   413→\t\t\t\t}\n   414→\t\t\t} else if parts[0] == \"morethan\" {\n   415→\t\t\t\tmt, mte := strconv.Atoi(parts[1])\n   416→\t\t\t\tif mte == nil {\n   417→\t\t\t\t\tfilterPresets[\"energy\"] = map[string]int{\"from\": mt, \"to\": 0}\n   418→\t\t\t\t}\n   419→\t\t\t} else {\n   420→\t\t\t\ta, e1 := strconv.Atoi(parts[0])\n   421→\t\t\t\tb, e2 := strconv.Atoi(parts[1])\n   422→\t\t\t\tif e1 == nil && e2 == nil {\n   423→\t\t\t\t\tfilterPresets[\"energy\"] = map[string]int{\"from\": a, \"to\": b}\n   424→\t\t\t\t}\n   425→\t\t\t}\n   426→\t\t}\n   427→\t}\n   428→\tif len(query[\"stat\"]) != 0 {\n   429→\t\tstatList := make([]map[string]any, 0)\n   430→\t\tfor _, statEntry := range query[\"stat\"] {\n   431→\t\t\tparts := strings.Split(statEntry, \"-\")\n   432→\t\t\tif len(parts) == 3 { // Metric Footprint Stat Field, from - to\n   433→\t\t\t\tif parts[1] == \"lessthan\" {\n   434→\t\t\t\t\tlt, lte := strconv.ParseInt(parts[2], 10, 64)\n   435→\t\t\t\t\tif lte == nil {\n   436→\t\t\t\t\t\tstatEntry := map[string]any{\n   437→\t\t\t\t\t\t\t\"field\": parts[0],\n   438→\t\t\t\t\t\t\t\"from\":  1,\n   439→\t\t\t\t\t\t\t\"to\":    lt,\n   440→\t\t\t\t\t\t}\n   441→\t\t\t\t\t\tstatList = append(statList, statEntry)\n   442→\t\t\t\t\t}\n   443→\t\t\t\t} else if parts[1] == \"morethan\" {\n   444→\t\t\t\t\tmt, mte := strconv.ParseInt(parts[2], 10, 64)\n   445→\t\t\t\t\tif mte == nil {\n   446→\t\t\t\t\t\tstatEntry := map[string]any{\n   447→\t\t\t\t\t\t\t\"field\": parts[0],\n   448→\t\t\t\t\t\t\t\"from\":  mt,\n   449→\t\t\t\t\t\t\t\"to\":    0,\n   450→\t\t\t\t\t\t}\n   451→\t\t\t\t\t\tstatList = append(statList, statEntry)\n   452→\t\t\t\t\t}\n   453→\t\t\t\t} else {\n   454→\t\t\t\t\ta, e1 := strconv.ParseInt(parts[1], 10, 64)\n   455→\t\t\t\t\tb, e2 := strconv.ParseInt(parts[2], 10, 64)\n   456→\t\t\t\t\tif e1 == nil && e2 == nil {\n   457→\t\t\t\t\t\tstatEntry := map[string]any{\n   458→\t\t\t\t\t\t\t\"field\": parts[0],\n   459→\t\t\t\t\t\t\t\"from\":  a,\n   460→\t\t\t\t\t\t\t\"to\":    b,\n   461→\t\t\t\t\t\t}\n   462→\t\t\t\t\t\tstatList = append(statList, statEntry)\n   463→\t\t\t\t\t}\n   464→\t\t\t\t}\n   465→\t\t\t}\n   466→\t\t}\n   467→\t\tfilterPresets[\"stats\"] = statList\n   468→\t}\n   469→\treturn filterPresets\n   470→}\n   471→\n   472→func SetupRoutes(router chi.Router, buildInfo web.Build) {\n   473→\tuserCfgRepo := repository.GetUserCfgRepo()\n   474→\tfor _, route := range routes {\n   475→\t\trouter.HandleFunc(route.Route, func(rw http.ResponseWriter, r *http.Request) {\n   476→\t\t\tconf, err := userCfgRepo.GetUIConfig(repository.GetUserFromContext(r.Context()))\n   477→\t\t\tif err != nil {\n   478→\t\t\t\thttp.Error(rw, err.Error(), http.StatusInternalServerError)\n   479→\t\t\t\treturn\n   480→\t\t\t}\n   481→\n   482→\t\t\ttitle := route.Title\n   483→\t\t\tinfos := route.Setup(map[string]any{}, r)\n   484→\t\t\tif id, ok := infos[\"id\"]; ok {\n   485→\t\t\t\ttitle = strings.Replace(route.Title, \"<ID>\", id.(string), 1)\n   486→\t\t\t\tif sid, ok := infos[\"sid\"]; ok { // 2nd ID element\n   487→\t\t\t\t\ttitle = strings.Replace(title, \"<SID>\", sid.(string), 1)\n   488→\t\t\t\t}\n   489→\t\t\t}\n   490→\n   491→\t\t\t// Get User -> What if NIL?\n   492→\t\t\tuser := repository.GetUserFromContext(r.Context())\n   493→\n   494→\t\t\t// Get Roles\n   495→\t\t\tavailableRoles, _ := schema.GetValidRolesMap(user)\n   496→\n   497→\t\t\tresampling := resamplingForUser(conf)\n   498→\n   499→\t\t\tpage := web.Page{\n   500→\t\t\t\tTitle:      title,\n   501→\t\t\t\tUser:       *user,\n   502→\t\t\t\tRoles:      availableRoles,\n   503→\t\t\t\tBuild:      buildInfo,\n   504→\t\t\t\tConfig:     conf,\n   505→\t\t\t\tResampling: resampling,\n   506→\t\t\t\tInfos:      infos,\n   507→\t\t\t}\n   508→\n   509→\t\t\tif route.Filter {\n   510→\t\t\t\tpage.FilterPresets = buildFilterPresets(r.URL.Query())\n   511→\t\t\t}\n   512→\n   513→\t\t\tweb.RenderTemplate(rw, route.Template, &page)\n   514→\t\t})\n   515→\t}\n   516→}\n   517→\n   518→func HandleSearchBar(rw http.ResponseWriter, r *http.Request, buildInfo web.Build) {\n   519→\tuser := repository.GetUserFromContext(r.Context())\n   520→\tavailableRoles, _ := schema.GetValidRolesMap(user)\n   521→\n   522→\tif search := r.URL.Query().Get(\"searchId\"); search != \"\" {\n   523→\t\trepo := repository.GetJobRepository()\n   524→\t\tsplitSearch := strings.Split(search, \":\")\n   525→\n   526→\t\tif len(splitSearch) == 2 {\n   527→\t\t\tswitch strings.Trim(splitSearch[0], \" \") {\n   528→\t\t\tcase \"jobId\":\n   529→\t\t\t\thttp.Redirect(rw, r, \"/monitoring/jobs/?jobId=\"+url.QueryEscape(strings.Trim(splitSearch[1], \" \")), http.StatusFound) // All Users: Redirect to Tablequery\n   530→\t\t\tcase \"jobName\":\n   531→\t\t\t\t// Add Last 30 Days to migitate timeouts\n   532→\t\t\t\tuntilTime := strconv.FormatInt(time.Now().Unix(), 10)\n   533→\t\t\t\tfromTime := strconv.FormatInt((time.Now().Unix() - int64(30*24*3600)), 10)\n   534→\n   535→\t\t\t\thttp.Redirect(rw, r, \"/monitoring/jobs/?startTime=\"+fromTime+\"-\"+untilTime+\"&jobName=\"+url.QueryEscape(strings.Trim(splitSearch[1], \" \")), http.StatusFound) // All Users: Redirect to Tablequery\n   536→\t\t\tcase \"projectId\":\n   537→\t\t\t\thttp.Redirect(rw, r, \"/monitoring/jobs/?projectMatch=eq&project=\"+url.QueryEscape(strings.Trim(splitSearch[1], \" \")), http.StatusFound) // All Users: Redirect to Tablequery\n   538→\t\t\tcase \"arrayJobId\":\n   539→\t\t\t\t// Add Last 30 Days to migitate timeouts\n   540→\t\t\t\tuntilTime := strconv.FormatInt(time.Now().Unix(), 10)\n   541→\t\t\t\tfromTime := strconv.FormatInt((time.Now().Unix() - int64(30*24*3600)), 10)\n   542→\n   543→\t\t\t\thttp.Redirect(rw, r, \"/monitoring/jobs/?startTime=\"+fromTime+\"-\"+untilTime+\"&arrayJobId=\"+url.QueryEscape(strings.Trim(splitSearch[1], \" \")), http.StatusFound) // All Users: Redirect to Tablequery\n   544→\t\t\tcase \"username\":\n   545→\t\t\t\tif user.HasAnyRole([]schema.Role{schema.RoleAdmin, schema.RoleSupport, schema.RoleManager}) {\n   546→\t\t\t\t\thttp.Redirect(rw, r, \"/monitoring/users/?user=\"+url.QueryEscape(strings.Trim(splitSearch[1], \" \"))+\"&startTime=last30d\", http.StatusFound)\n   547→\t\t\t\t} else {\n   548→\t\t\t\t\tweb.RenderTemplate(rw, \"message.tmpl\", &web.Page{Title: \"Error\", MsgType: \"alert-danger\", Message: \"Missing Access Rights\", User: *user, Roles: availableRoles, Build: buildInfo})\n   549→\t\t\t\t}\n   550→\t\t\tcase \"name\":\n   551→\t\t\t\tusernames, _ := repo.FindColumnValues(user, strings.Trim(splitSearch[1], \" \"), \"user\", \"username\", \"name\")\n   552→\t\t\t\tif len(usernames) != 0 {\n   553→\t\t\t\t\tjoinedNames := strings.Join(usernames, \"&user=\")\n   554→\t\t\t\t\thttp.Redirect(rw, r, \"/monitoring/users/?user=\"+joinedNames+\"&startTime=last30d\", http.StatusFound)\n   555→\t\t\t\t} else {\n   556→\t\t\t\t\tif user.HasAnyRole([]schema.Role{schema.RoleAdmin, schema.RoleSupport, schema.RoleManager}) {\n   557→\t\t\t\t\t\thttp.Redirect(rw, r, \"/monitoring/users/?user=NoUserNameFound&startTime=last30d\", http.StatusPermanentRedirect)\n   558→\t\t\t\t\t} else {\n   559→\t\t\t\t\t\tweb.RenderTemplate(rw, \"message.tmpl\", &web.Page{Title: \"Error\", MsgType: \"alert-danger\", Message: \"Missing Access Rights\", User: *user, Roles: availableRoles, Build: buildInfo})\n   560→\t\t\t\t\t}\n   561→\t\t\t\t}\n   562→\t\t\tdefault:\n   563→\t\t\t\tweb.RenderTemplate(rw, \"message.tmpl\", &web.Page{Title: \"Warning\", MsgType: \"alert-warning\", Message: fmt.Sprintf(\"Unknown search type: %s\", strings.Trim(splitSearch[0], \" \")), User: *user, Roles: availableRoles, Build: buildInfo})\n   564→\t\t\t}\n   565→\t\t} else if len(splitSearch) == 1 {\n   566→\n   567→\t\t\tjobid, username, project, jobname := repo.FindUserOrProjectOrJobname(user, strings.Trim(search, \" \"))\n   568→\n   569→\t\t\tif jobid != \"\" {\n   570→\t\t\t\thttp.Redirect(rw, r, \"/monitoring/jobs/?jobId=\"+url.QueryEscape(jobid), http.StatusFound) // JobId (Match)\n   571→\t\t\t} else if username != \"\" {\n   572→\t\t\t\thttp.Redirect(rw, r, \"/monitoring/user/\"+username, http.StatusFound) // User: Redirect to user page of first match\n   573→\t\t\t} else if project != \"\" {\n   574→\t\t\t\thttp.Redirect(rw, r, \"/monitoring/jobs/?projectMatch=eq&project=\"+url.QueryEscape(project), http.StatusFound) // projectId (equal)\n   575→\t\t\t} else if jobname != \"\" {\n   576→\t\t\t\t// Add Last 30 Days to migitate timeouts\n   577→\t\t\t\tuntilTime := strconv.FormatInt(time.Now().Unix(), 10)\n   578→\t\t\t\tfromTime := strconv.FormatInt((time.Now().Unix() - int64(30*24*3600)), 10)\n   579→\n   580→\t\t\t\thttp.Redirect(rw, r, \"/monitoring/jobs/?startTime=\"+fromTime+\"-\"+untilTime+\"&jobName=\"+url.QueryEscape(jobname), http.StatusFound) // 30D Fitler + JobName (contains)\n   581→\t\t\t} else {\n   582→\t\t\t\tweb.RenderTemplate(rw, \"message.tmpl\", &web.Page{Title: \"Info\", MsgType: \"alert-info\", Message: \"Search without result\", User: *user, Roles: availableRoles, Build: buildInfo})\n   583→\t\t\t}\n   584→\n   585→\t\t} else {\n   586→\t\t\tweb.RenderTemplate(rw, \"message.tmpl\", &web.Page{Title: \"Error\", MsgType: \"alert-danger\", Message: \"Searchbar query parameters malformed\", User: *user, Roles: availableRoles, Build: buildInfo})\n   587→\t\t}\n   588→\t} else {\n   589→\t\tweb.RenderTemplate(rw, \"message.tmpl\", &web.Page{Title: \"Warning\", MsgType: \"alert-warning\", Message: \"Empty search\", User: *user, Roles: availableRoles, Build: buildInfo})\n   590→\t}\n   591→}\n   592→\n   593→// resamplingForUser returns a ResampleConfig that incorporates the user's\n   594→// resample policy preference. If the user has a policy set, it creates a\n   595→// policy-derived config with targetPoints and trigger. Otherwise falls back\n   596→// to the global config.\n   597→func resamplingForUser(conf map[string]any) *config.ResampleConfig {\n   598→\tglobalCfg := config.Keys.EnableResampling\n   599→\n   600→\tpolicyVal, ok := conf[\"plotConfiguration_resamplePolicy\"]\n   601→\tif !ok {\n   602→\t\treturn globalCfg\n   603→\t}\n   604→\tpolicyStr, ok := policyVal.(string)\n   605→\tif !ok || policyStr == \"\" {\n   606→\t\treturn globalCfg\n   607→\t}\n   608→\n   609→\tpolicy := metricdispatch.ResamplePolicy(policyStr)\n   610→\ttargetPoints := metricdispatch.TargetPointsForPolicy(policy)\n   611→\tif targetPoints == 0 {\n   612→\t\treturn globalCfg\n   613→\t}\n   614→\n   615→\t// Build a policy-derived config: targetPoints + trigger, no resolutions array\n   616→\treturn &config.ResampleConfig{\n   617→\t\tTargetPoints: targetPoints,\n   618→\t\tTrigger:      targetPoints / 4,\n   619→\t}\n   620→}\n   621→"}]},"uuid":"d4d15797-5f42-4514-8257-b4b3a261b976","timestamp":"2026-03-20T06:19:59.805Z"},"type":"agent_progress","prompt":"","agentId":"a94d541086ef2e733"},"toolUseID":"agent_msg_01KkzdazjB6DcKN6KmbtGTKq","parentToolUseID":"toolu_018fSdSLwvUuC9yLt4j7CLXd","uuid":"4ae9b988-714a-477b-8b4a-9d435d5aeb76","timestamp":"2026-03-20T06:19:59.806Z","userType":"external","entrypoint":"cli","cwd":"/Users/jan/prg/ClusterCockpit/cc-backend/web/frontend","sessionId":"f8d732b5-ee26-4579-bdeb-237fa0cb9261","version":"2.1.80","gitBranch":"feature/526-average-resample","slug":"bubbly-shimmying-sedgewick"}
+{"parentUuid":"4ae9b988-714a-477b-8b4a-9d435d5aeb76","isSidechain":false,"type":"progress","data":{"message":{"type":"assistant","timestamp":"2026-03-20T06:20:01.177Z","message":{"model":"claude-haiku-4-5-20251001","id":"msg_01VrrM5G7Eb7g4FQ58BPrdrs","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_01Q9PsSbxYyDUiHjSX9vhmjg","name":"Read","input":{"file_path":"/Users/jan/prg/ClusterCockpit/cc-backend/web/web.go","limit":200},"caller":{"type":"direct"}}],"stop_reason":null,"stop_sequence":null,"usage":{"input_tokens":0,"cache_creation_input_tokens":10110,"cache_read_input_tokens":29002,"cache_creation":{"ephemeral_5m_input_tokens":10110,"ephemeral_1h_input_tokens":0},"output_tokens":7,"service_tier":"standard","inference_geo":"not_available"},"context_management":null},"requestId":"req_011CZDr8FHybPii9QtwHZZ3b","uuid":"da4a263a-30fd-4145-b6d0-41bb677fa04e"},"type":"agent_progress","prompt":"","agentId":"a94d541086ef2e733"},"toolUseID":"agent_msg_01KkzdazjB6DcKN6KmbtGTKq","parentToolUseID":"toolu_018fSdSLwvUuC9yLt4j7CLXd","uuid":"8da11fbe-6b00-4e49-b3ae-5aa5b2ef147e","timestamp":"2026-03-20T06:20:01.177Z","userType":"external","entrypoint":"cli","cwd":"/Users/jan/prg/ClusterCockpit/cc-backend/web/frontend","sessionId":"f8d732b5-ee26-4579-bdeb-237fa0cb9261","version":"2.1.80","gitBranch":"feature/526-average-resample","slug":"bubbly-shimmying-sedgewick"}
+{"parentUuid":"8da11fbe-6b00-4e49-b3ae-5aa5b2ef147e","isSidechain":false,"type":"progress","data":{"message":{"type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01Q9PsSbxYyDUiHjSX9vhmjg","type":"tool_result","content":"     1→// Copyright (C) NHR@FAU, University Erlangen-Nuremberg.\n     2→// All rights reserved. This file is part of cc-backend.\n     3→// Use of this source code is governed by a MIT-style\n     4→// license that can be found in the LICENSE file.\n     5→\n     6→// Package web implements the HTML templating and web frontend configuration\n     7→package web\n     8→\n     9→import (\n    10→\t\"embed\"\n    11→\t\"encoding/json\"\n    12→\t\"html/template\"\n    13→\t\"io/fs\"\n    14→\t\"net/http\"\n    15→\t\"strings\"\n    16→\n    17→\t\"github.com/ClusterCockpit/cc-backend/internal/config\"\n    18→\t\"github.com/ClusterCockpit/cc-backend/pkg/archive\"\n    19→\tcclog \"github.com/ClusterCockpit/cc-lib/v2/ccLogger\"\n    20→\t\"github.com/ClusterCockpit/cc-lib/v2/schema\"\n    21→\t\"github.com/ClusterCockpit/cc-lib/v2/util\"\n    22→)\n    23→\n    24→type WebConfig struct {\n    25→\tJobList           JobListConfig     `json:\"job-list\"`\n    26→\tNodeList          NodeListConfig    `json:\"node-list\"`\n    27→\tJobView           JobViewConfig     `json:\"job-view\"`\n    28→\tMetricConfig      MetricConfig      `json:\"metric-config\"`\n    29→\tPlotConfiguration PlotConfiguration `json:\"plot-configuration\"`\n    30→}\n    31→\n    32→type JobListConfig struct {\n    33→\tUsePaging     bool `json:\"use-paging\"`\n    34→\tShowFootprint bool `json:\"show-footprint\"`\n    35→}\n    36→\n    37→type NodeListConfig struct {\n    38→\tUsePaging bool `json:\"use-paging\"`\n    39→}\n    40→\n    41→type JobViewConfig struct {\n    42→\tShowPolarPlot bool `json:\"show-polar-plot\"`\n    43→\tShowFootprint bool `json:\"show-footprint\"`\n    44→\tShowRoofline  bool `json:\"show-roofline\"`\n    45→\tShowStatTable bool `json:\"show-stat-table\"`\n    46→}\n    47→\n    48→type MetricConfig struct {\n    49→\tJobListMetrics      []string        `json:\"job-list-metrics\"`\n    50→\tJobViewPlotMetrics  []string        `json:\"job-view-plot-metrics\"`\n    51→\tJobViewTableMetrics []string        `json:\"job-view-table-metrics\"`\n    52→\tClusters            []ClusterConfig `json:\"clusters\"`\n    53→}\n    54→\n    55→type ClusterConfig struct {\n    56→\tName                string             `json:\"name\"`\n    57→\tJobListMetrics      []string           `json:\"job-list-metrics\"`\n    58→\tJobViewPlotMetrics  []string           `json:\"job-view-plot-metrics\"`\n    59→\tJobViewTableMetrics []string           `json:\"job-view-table-metrics\"`\n    60→\tSubClusters         []SubClusterConfig `json:\"sub-clusters\"`\n    61→}\n    62→\n    63→type SubClusterConfig struct {\n    64→\tName                string   `json:\"name\"`\n    65→\tJobListMetrics      []string `json:\"job-list-metrics\"`\n    66→\tJobViewPlotMetrics  []string `json:\"job-view-plot-metrics\"`\n    67→\tJobViewTableMetrics []string `json:\"job-view-table-metrics\"`\n    68→}\n    69→\n    70→type PlotConfiguration struct {\n    71→\tColorBackground bool     `json:\"color-background\"`\n    72→\tPlotsPerRow     int      `json:\"plots-per-row\"`\n    73→\tLineWidth       int      `json:\"line-width\"`\n    74→\tColorScheme     []string `json:\"color-scheme\"`\n    75→\tResampleAlgo    string   `json:\"resample-algo\"`\n    76→\tResamplePolicy  string   `json:\"resample-policy\"`\n    77→}\n    78→\n    79→var UIDefaults = WebConfig{\n    80→\tJobList: JobListConfig{\n    81→\t\tUsePaging:     false,\n    82→\t\tShowFootprint: false,\n    83→\t},\n    84→\tNodeList: NodeListConfig{\n    85→\t\tUsePaging: false,\n    86→\t},\n    87→\tJobView: JobViewConfig{\n    88→\t\tShowPolarPlot: true,\n    89→\t\tShowFootprint: false,\n    90→\t\tShowRoofline:  true,\n    91→\t\tShowStatTable: true,\n    92→\t},\n    93→\tMetricConfig: MetricConfig{\n    94→\t\tJobListMetrics:      []string{\"cpu_load\", \"flops_any\", \"mem_bw\", \"mem_used\"},\n    95→\t\tJobViewPlotMetrics:  []string{\"cpu_load\", \"flops_any\", \"mem_bw\", \"mem_used\"},\n    96→\t\tJobViewTableMetrics: []string{\"flops_any\", \"mem_bw\", \"mem_used\"},\n    97→\t},\n    98→\tPlotConfiguration: PlotConfiguration{\n    99→\t\tColorBackground: true,\n   100→\t\tPlotsPerRow:     3,\n   101→\t\tLineWidth:       3,\n   102→\t\tColorScheme:     []string{\"#00bfff\", \"#0000ff\", \"#ff00ff\", \"#ff0000\", \"#ff8000\", \"#ffff00\", \"#80ff00\"},\n   103→\t},\n   104→}\n   105→\n   106→var UIDefaultsMap map[string]any\n   107→\n   108→//\n   109→// \tmap[string]any{\n   110→// \t\"analysis_view_histogramMetrics\":         []string{\"flops_any\", \"mem_bw\", \"mem_used\"},\n   111→// \t\"analysis_view_scatterPlotMetrics\":       [][]string{{\"flops_any\", \"mem_bw\"}, {\"flops_any\", \"cpu_load\"}, {\"cpu_load\", \"mem_bw\"}},\n   112→// \t\"job_view_nodestats_selectedMetrics\":     []string{\"flops_any\", \"mem_bw\", \"mem_used\"},\n   113→// \t\"plot_list_jobsPerPage\":                  50,\n   114→// \t\"analysis_view_selectedTopEntity\":        \"user\",\n   115→// \t\"analysis_view_selectedTopCategory\":      \"totalWalltime\",\n   116→// \t\"status_view_selectedTopUserCategory\":    \"totalJobs\",\n   117→// \t\"status_view_selectedTopProjectCategory\": \"totalJobs\",\n   118→// }\n   119→\n   120→func Init(rawConfig json.RawMessage) error {\n   121→\tvar err error\n   122→\n   123→\tif rawConfig != nil {\n   124→\t\tconfig.Validate(configSchema, rawConfig)\n   125→\t\tif err = json.Unmarshal(rawConfig, &UIDefaults); err != nil {\n   126→\t\t\tcclog.Warn(\"Error while unmarshaling raw config json\")\n   127→\t\t\treturn err\n   128→\t\t}\n   129→\t}\n   130→\n   131→\tUIDefaultsMap = make(map[string]any)\n   132→\n   133→\tUIDefaultsMap[\"jobList_usePaging\"] = UIDefaults.JobList.UsePaging\n   134→\tUIDefaultsMap[\"jobList_showFootprint\"] = UIDefaults.JobList.ShowFootprint\n   135→\tUIDefaultsMap[\"nodeList_usePaging\"] = UIDefaults.NodeList.UsePaging\n   136→\tUIDefaultsMap[\"jobView_showPolarPlot\"] = UIDefaults.JobView.ShowPolarPlot\n   137→\tUIDefaultsMap[\"jobView_showFootprint\"] = UIDefaults.JobView.ShowFootprint\n   138→\tUIDefaultsMap[\"jobView_showRoofline\"] = UIDefaults.JobView.ShowRoofline\n   139→\tUIDefaultsMap[\"jobView_showStatTable\"] = UIDefaults.JobView.ShowStatTable\n   140→\n   141→\tUIDefaultsMap[\"metricConfig_jobListMetrics\"] = UIDefaults.MetricConfig.JobListMetrics\n   142→\tUIDefaultsMap[\"metricConfig_jobViewPlotMetrics\"] = UIDefaults.MetricConfig.JobViewPlotMetrics\n   143→\tUIDefaultsMap[\"metricConfig_jobViewTableMetrics\"] = UIDefaults.MetricConfig.JobViewTableMetrics\n   144→\n   145→\tUIDefaultsMap[\"plotConfiguration_colorBackground\"] = UIDefaults.PlotConfiguration.ColorBackground\n   146→\tUIDefaultsMap[\"plotConfiguration_plotsPerRow\"] = UIDefaults.PlotConfiguration.PlotsPerRow\n   147→\tUIDefaultsMap[\"plotConfiguration_lineWidth\"] = UIDefaults.PlotConfiguration.LineWidth\n   148→\tUIDefaultsMap[\"plotConfiguration_colorScheme\"] = UIDefaults.PlotConfiguration.ColorScheme\n   149→\tUIDefaultsMap[\"plotConfiguration_resampleAlgo\"] = UIDefaults.PlotConfiguration.ResampleAlgo\n   150→\tUIDefaultsMap[\"plotConfiguration_resamplePolicy\"] = UIDefaults.PlotConfiguration.ResamplePolicy\n   151→\n   152→\tfor _, c := range UIDefaults.MetricConfig.Clusters {\n   153→\t\tif c.JobListMetrics != nil {\n   154→\t\t\tUIDefaultsMap[\"metricConfig_jobListMetrics:\"+c.Name] = c.JobListMetrics\n   155→\t\t}\n   156→\t\tif c.JobViewPlotMetrics != nil {\n   157→\t\t\tUIDefaultsMap[\"metricConfig_jobViewPlotMetrics:\"+c.Name] = c.JobViewPlotMetrics\n   158→\t\t}\n   159→\t\tif c.JobViewTableMetrics != nil {\n   160→\t\t\tUIDefaultsMap[\"metricConfig_jobViewTableMetrics:\"+c.Name] = c.JobViewTableMetrics\n   161→\t\t}\n   162→\n   163→\t\tfor _, sc := range c.SubClusters {\n   164→\t\t\tsuffix := strings.Join([]string{c.Name, sc.Name}, \":\")\n   165→\t\t\tif sc.JobListMetrics != nil {\n   166→\t\t\t\tUIDefaultsMap[\"metricConfig_jobListMetrics:\"+suffix] = sc.JobListMetrics\n   167→\t\t\t}\n   168→\t\t\tif sc.JobViewPlotMetrics != nil {\n   169→\t\t\t\tUIDefaultsMap[\"metricConfig_jobViewPlotMetrics:\"+suffix] = sc.JobViewPlotMetrics\n   170→\t\t\t}\n   171→\t\t\tif sc.JobViewTableMetrics != nil {\n   172→\t\t\t\tUIDefaultsMap[\"metricConfig_jobViewTableMetrics:\"+suffix] = sc.JobViewTableMetrics\n   173→\t\t\t}\n   174→\t\t}\n   175→\t}\n   176→\n   177→\treturn err\n   178→}\n   179→\n   180→// / Go's embed is only allowed to embed files in a subdirectory of the embedding package ([see here](https://github.com/golang/go/issues/46056)).\n   181→//\n   182→//go:embed frontend/public/*\n   183→var frontendFiles embed.FS\n   184→\n   185→func ServeFiles() http.Handler {\n   186→\tpublicFiles, err := fs.Sub(frontendFiles, \"frontend/public\")\n   187→\tif err != nil {\n   188→\t\tcclog.Abortf(\"Serve Files: Could not find 'frontend/public' file directory.\\nError: %s\\n\", err.Error())\n   189→\t}\n   190→\treturn http.FileServer(http.FS(publicFiles))\n   191→}\n   192→\n   193→// StaticFileExists checks whether a static file exists in the embedded frontend FS.\n   194→func StaticFileExists(path string) bool {\n   195→\tpath = strings.TrimPrefix(path, \"/\")\n   196→\tif path == \"\" {\n   197→\t\treturn false\n   198→\t}\n   199→\t_, err := fs.Stat(frontendFiles, \"frontend/public/\"+path)\n   200→\treturn err == nil"}]},"uuid":"7d785e53-1466-4629-a283-dabc65d1aa21","timestamp":"2026-03-20T06:20:01.192Z"},"type":"agent_progress","prompt":"","agentId":"a94d541086ef2e733"},"toolUseID":"agent_msg_01KkzdazjB6DcKN6KmbtGTKq","parentToolUseID":"toolu_018fSdSLwvUuC9yLt4j7CLXd","uuid":"4b0565d5-3c83-4a31-9b91-e61afcb09f2e","timestamp":"2026-03-20T06:20:01.200Z","userType":"external","entrypoint":"cli","cwd":"/Users/jan/prg/ClusterCockpit/cc-backend/web/frontend","sessionId":"f8d732b5-ee26-4579-bdeb-237fa0cb9261","version":"2.1.80","gitBranch":"feature/526-average-resample","slug":"bubbly-shimmying-sedgewick"}
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+{"parentUuid":"ebc7a9a4-fba7-44bc-8582-d08b925c3a64","isSidechain":false,"type":"progress","data":{"message":{"type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01TtTGg1nkueqcCvetP42u3S","type":"tool_result","content":"     1→scalar Time\n     2→scalar Any\n     3→\n     4→scalar NullableFloat\n     5→scalar MetricScope\n     6→scalar JobState\n     7→scalar SchedulerState\n     8→scalar MonitoringState\n     9→\n    10→type Node {\n    11→  id: ID!\n    12→  hostname: String!\n    13→  cluster: String!\n    14→  subCluster: String!\n    15→  jobsRunning: Int!\n    16→  cpusAllocated: Int\n    17→  memoryAllocated: Int\n    18→  gpusAllocated: Int\n    19→  schedulerState: SchedulerState!\n    20→  healthState: MonitoringState!\n    21→  metaData: Any\n    22→  healthData: Any\n    23→}\n    24→\n    25→type NodeStates {\n    26→  state: String!\n    27→  count: Int!\n    28→}\n    29→\n    30→type NodeStatesTimed {\n    31→  state: String!\n    32→  counts: [Int!]!\n    33→  times: [Int!]!\n    34→}\n    35→\n    36→type Job {\n    37→  id: ID!\n    38→  jobId: Int!\n    39→  user: String!\n    40→  project: String!\n    41→  cluster: String!\n    42→  subCluster: String!\n    43→  startTime: Time!\n    44→  duration: Int!\n    45→  walltime: Int!\n    46→  numNodes: Int!\n    47→  numHWThreads: Int!\n    48→  numAcc: Int!\n    49→  energy: Float!\n    50→  SMT: Int!\n    51→  shared: String!\n    52→  partition: String!\n    53→  arrayJobId: Int!\n    54→  monitoringStatus: Int!\n    55→  state: JobState!\n    56→  tags: [Tag!]!\n    57→  resources: [Resource!]!\n    58→  concurrentJobs: JobLinkResultList\n    59→  footprint: [FootprintValue]\n    60→  energyFootprint: [EnergyFootprintValue]\n    61→  metaData: Any\n    62→  userData: User\n    63→}\n    64→\n    65→type JobLink {\n    66→  id: ID!\n    67→  jobId: Int!\n    68→}\n    69→\n    70→type Cluster {\n    71→  name: String!\n    72→  partitions: [String!]! # Slurm partitions\n    73→  subClusters: [SubCluster!]! # Hardware partitions/subclusters\n    74→}\n    75→\n    76→type SubCluster {\n    77→  name: String!\n    78→  nodes: String!\n    79→  numberOfNodes: Int!\n    80→  processorType: String!\n    81→  socketsPerNode: Int!\n    82→  coresPerSocket: Int!\n    83→  threadsPerCore: Int!\n    84→  flopRateScalar: MetricValue!\n    85→  flopRateSimd: MetricValue!\n    86→  memoryBandwidth: MetricValue!\n    87→  topology: Topology!\n    88→  metricConfig: [MetricConfig!]!\n    89→  footprint: [String!]!\n    90→}\n    91→\n    92→type FootprintValue {\n    93→  name: String!\n    94→  stat: String!\n    95→  value: Float!\n    96→}\n    97→\n    98→type EnergyFootprintValue {\n    99→  hardware: String!\n   100→  metric: String!\n   101→  value: Float!\n   102→}\n   103→\n   104→type MetricValue {\n   105→  name: String\n   106→  unit: Unit!\n   107→  value: Float!\n   108→}\n   109→\n   110→type Topology {\n   111→  node: [Int!]\n   112→  socket: [[Int!]!]\n   113→  memoryDomain: [[Int!]!]\n   114→  die: [[Int!]!]\n   115→  core: [[Int!]!]\n   116→  accelerators: [Accelerator!]\n   117→}\n   118→\n   119→type Accelerator {\n   120→  id: String!\n   121→  type: String!\n   122→  model: String!\n   123→}\n   124→\n   125→type SubClusterConfig {\n   126→  name: String!\n   127→  peak: Float\n   128→  normal: Float\n   129→  caution: Float\n   130→  alert: Float\n   131→  remove: Boolean\n   132→}\n   133→\n   134→type MetricConfig {\n   135→  name: String!\n   136→  unit: Unit!\n   137→  scope: MetricScope!\n   138→  aggregation: String!\n   139→  timestep: Int!\n   140→  peak: Float!\n   141→  normal: Float\n   142→  caution: Float!\n   143→  alert: Float!\n   144→  lowerIsBetter: Boolean\n   145→  subClusters: [SubClusterConfig!]!\n   146→}\n   147→\n   148→type Tag {\n   149→  id: ID!\n   150→  type: String!\n   151→  name: String!\n   152→  scope: String!\n   153→}\n   154→\n   155→type Resource {\n   156→  hostname: String!\n   157→  hwthreads: [Int!]\n   158→  accelerators: [String!]\n   159→  configuration: String\n   160→}\n   161→\n   162→type JobMetricWithName {\n   163→  name: String!\n   164→  scope: MetricScope!\n   165→  metric: JobMetric!\n   166→}\n   167→\n   168→type ClusterMetricWithName {\n   169→  name: String!\n   170→  unit: Unit\n   171→  timestep: Int!\n   172→  data: [NullableFloat!]!\n   173→}\n   174→\n   175→type JobMetric {\n   176→  unit: Unit\n   177→  timestep: Int!\n   178→  series: [Series!]\n   179→  statisticsSeries: StatsSeries\n   180→}\n   181→\n   182→type Series {\n   183→  hostname: String!\n   184→  id: String\n   185→  statistics: MetricStatistics\n   186→  data: [NullableFloat!]!\n   187→}\n   188→\n   189→type StatsSeries {\n   190→  mean: [NullableFloat!]!\n   191→  median: [NullableFloat!]!\n   192→  min: [NullableFloat!]!\n   193→  max: [NullableFloat!]!\n   194→}\n   195→\n   196→type NamedStatsWithScope {\n   197→  name: String!\n   198→  scope: MetricScope!\n   199→  stats: [ScopedStats!]!\n   200→}\n   201→\n   202→type ScopedStats {\n   203→  hostname: String!\n   204→  id: String\n   205→  data: MetricStatistics!\n   206→}\n   207→\n   208→type JobStats {\n   209→  id: Int!\n   210→  jobId: String!\n   211→  startTime: Int!\n   212→  duration: Int!\n   213→  cluster: String!\n   214→  subCluster: String!\n   215→  numNodes: Int!\n   216→  numHWThreads: Int\n   217→  numAccelerators: Int\n   218→  stats: [NamedStats!]!\n   219→}\n   220→\n   221→type NamedStats {\n   222→  name: String!\n   223→  data: MetricStatistics!\n   224→}\n   225→\n   226→type Unit {\n   227→  base: String!\n   228→  prefix: String\n   229→}\n   230→\n   231→type MetricStatistics {\n   232→  avg: Float!\n   233→  min: Float!\n   234→  max: Float!\n   235→}\n   236→\n   237→type MetricFootprints {\n   238→  metric: String!\n   239→  data: [NullableFloat!]!\n   240→}\n   241→\n   242→type Footprints {\n   243→  timeWeights: TimeWeights!\n   244→  metrics: [MetricFootprints!]!\n   245→}\n   246→\n   247→type TimeWeights {\n   248→  nodeHours: [NullableFloat!]!\n   249→  accHours: [NullableFloat!]!\n   250→  coreHours: [NullableFloat!]!\n   251→}\n   252→\n   253→enum ResampleAlgo {\n   254→  LTTB\n   255→  AVERAGE\n   256→  SIMPLE\n   257→}\n   258→\n   259→enum Aggregate {\n   260→  USER\n   261→  PROJECT\n   262→  CLUSTER\n   263→  SUBCLUSTER\n   264→}\n   265→enum SortByAggregate {\n   266→  TOTALWALLTIME\n   267→  TOTALJOBS\n   268→  TOTALUSERS\n   269→  TOTALNODES\n   270→  TOTALNODEHOURS\n   271→  TOTALCORES\n   272→  TOTALCOREHOURS\n   273→  TOTALACCS\n   274→  TOTALACCHOURS\n   275→}\n   276→\n   277→type NodeMetrics {\n   278→  host: String!\n   279→  nodeState: String!\n   280→  metricHealth: String!\n   281→  subCluster: String!\n   282→  metrics: [JobMetricWithName!]!\n   283→}\n   284→\n   285→type ClusterMetrics {\n   286→  nodeCount: Int!\n   287→  metrics: [ClusterMetricWithName!]!\n   288→}\n   289→\n   290→type NodesResultList {\n   291→  items: [NodeMetrics!]!\n   292→  offset: Int\n   293→  limit: Int\n   294→  count: Int\n   295→  totalNodes: Int\n   296→  hasNextPage: Boolean\n   297→}\n   298→\n   299→type ClusterSupport {\n   300→  cluster: String!\n   301→  subClusters: [String!]!\n   302→}\n   303→\n   304→type GlobalMetricListItem {\n   305→  name: String!\n   306→  unit: Unit!\n   307→  scope: MetricScope!\n   308→  footprint: String\n   309→  availability: [ClusterSupport!]!\n   310→}\n   311→\n   312→type Count {\n   313→  name: String!\n   314→  count: Int!\n   315→}\n   316→\n   317→type User {\n   318→  username: String!\n   319→  name: String!\n   320→  email: String!\n   321→}\n   322→\n   323→input MetricStatItem {\n   324→  metricName: String!\n   325→  range: FloatRange!\n   326→}\n   327→\n   328→type Query {\n   329→  clusters: [Cluster!]! # List of all clusters\n   330→  tags: [Tag!]! # List of all tags\n   331→  globalMetrics: [GlobalMetricListItem!]!\n   332→\n   333→  user(username: String!): User\n   334→  allocatedNodes(cluster: String!): [Count!]!\n   335→\n   336→  ## Node Queries New\n   337→  node(id: ID!): Node\n   338→  nodes(filter: [NodeFilter!], order: OrderByInput): NodeStateResultList!\n   339→  nodesWithMeta(filter: [NodeFilter!], order: OrderByInput): NodeStateResultList!\n   340→  nodeStates(filter: [NodeFilter!]): [NodeStates!]!\n   341→  nodeStatesTimed(filter: [NodeFilter!], type: String!): [NodeStatesTimed!]!\n   342→\n   343→  job(id: ID!): Job\n   344→  jobMetrics(\n   345→    id: ID!\n   346→    metrics: [String!]\n   347→    scopes: [MetricScope!]\n   348→    resolution: Int\n   349→    resampleAlgo: ResampleAlgo\n   350→  ): [JobMetricWithName!]!\n   351→\n   352→  jobStats(id: ID!, metrics: [String!]): [NamedStats!]!\n   353→\n   354→  scopedJobStats(\n   355→    id: ID!\n   356→    metrics: [String!]\n   357→    scopes: [MetricScope!]\n   358→  ): [NamedStatsWithScope!]!\n   359→\n   360→  jobs(\n   361→    filter: [JobFilter!]\n   362→    page: PageRequest\n   363→    order: OrderByInput\n   364→  ): JobResultList!\n   365→\n   366→  jobsStatistics(\n   367→    filter: [JobFilter!]\n   368→    metrics: [String!]\n   369→    page: PageRequest\n   370→    sortBy: SortByAggregate\n   371→    groupBy: Aggregate\n   372→    numDurationBins: String\n   373→    numMetricBins: Int\n   374→  ): [JobsStatistics!]!\n   375→\n   376→  jobsMetricStats(filter: [JobFilter!], metrics: [String!]): [JobStats!]!\n   377→  jobsFootprints(filter: [JobFilter!], metrics: [String!]!): Footprints\n   378→\n   379→  rooflineHeatmap(\n   380→    filter: [JobFilter!]!\n   381→    rows: Int!\n   382→    cols: Int!\n   383→    minX: Float!\n   384→    minY: Float!\n   385→    maxX: Float!\n   386→    maxY: Float!\n   387→  ): [[Float!]!]!\n   388→\n   389→  nodeMetrics(\n   390→    cluster: String!\n   391→    nodes: [String!]\n   392→    scopes: [MetricScope!]\n   393→    metrics: [String!]\n   394→    from: Time!\n   395→    to: Time!\n   396→  ): [NodeMetrics!]!\n   397→\n   398→  nodeMetricsList(\n   399→    cluster: String!\n   400→    subCluster: String!\n   401→    stateFilter: String!\n   402→    nodeFilter: String!\n   403→    scopes: [MetricScope!]\n   404→    metrics: [String!]\n   405→    from: Time!\n   406→    to: Time!\n   407→    page: PageRequest\n   408→    resolution: Int\n   409→    resampleAlgo: ResampleAlgo\n   410→  ): NodesResultList!\n   411→\n   412→  clusterMetrics(\n   413→    cluster: String!\n   414→    metrics: [String!]\n   415→    from: Time!\n   416→    to: Time!\n   417→  ): ClusterMetrics!\n   418→}\n   419→\n   420→type Mutation {\n   421→  createTag(type: String!, name: String!, scope: String!): Tag!\n   422→  deleteTag(id: ID!): ID!\n   423→  addTagsToJob(job: ID!, tagIds: [ID!]!): [Tag!]!\n   424→  removeTagsFromJob(job: ID!, tagIds: [ID!]!): [Tag!]!\n   425→  removeTagFromList(tagIds: [ID!]!): [Int!]!\n   426→\n   427→  updateConfiguration(name: String!, value: String!): String\n   428→}\n   429→\n   430→type IntRangeOutput {\n   431→  from: Int!\n   432→  to: Int!\n   433→}\n   434→type TimeRangeOutput {\n   435→  range: String\n   436→  from: Time!\n   437→  to: Time!\n   438→}\n   439→\n   440→input NodeFilter {\n   441→  hostname: StringInput\n   442→  cluster: StringInput\n   443→  subCluster: StringInput\n   444→  schedulerState: SchedulerState\n   445→  healthState: MonitoringState\n   446→  timeStart: Int\n   447→}\n   448→\n   449→input JobFilter {\n   450→  tags: [ID!]"}]},"uuid":"b9ab8d1a-d820-491e-a221-0ee35ceab40f","timestamp":"2026-03-20T06:20:04.730Z"},"type":"agent_progress","prompt":"","agentId":"a94d541086ef2e733"},"toolUseID":"agent_msg_01KkzdazjB6DcKN6KmbtGTKq","parentToolUseID":"toolu_018fSdSLwvUuC9yLt4j7CLXd","uuid":"55a5c232-d4f6-4761-aae7-fd1d0ef1a90b","timestamp":"2026-03-20T06:20:04.756Z","userType":"external","entrypoint":"cli","cwd":"/Users/jan/prg/ClusterCockpit/cc-backend/web/frontend","sessionId":"f8d732b5-ee26-4579-bdeb-237fa0cb9261","version":"2.1.80","gitBranch":"feature/526-average-resample","slug":"bubbly-shimmying-sedgewick"}
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+{"parentUuid":"bc06af31-82bf-4f0a-a828-ef59bb2ba6d0","isSidechain":false,"type":"progress","data":{"message":{"type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01ERaz4S5C4R43hXj2qs7qQ5","type":"tool_result","content":"   501→func (r *queryResolver) JobMetrics(ctx context.Context, id string, metrics []string, scopes []schema.MetricScope, resolution *int, resampleAlgo *model.ResampleAlgo) ([]*model.JobMetricWithName, error) {\n   502→\tjob, err := r.Query().Job(ctx, id)\n   503→\tif err != nil {\n   504→\t\tcclog.Warn(\"Error while querying job for metrics\")\n   505→\t\treturn nil, err\n   506→\t}\n   507→\n   508→\t// Resolve resolution: explicit param > user policy > global config > 0\n   509→\tif resolution == nil {\n   510→\t\tresolution = resolveResolutionFromPolicy(ctx, int64(job.Duration), job.Cluster, metrics)\n   511→\t}\n   512→\tif resolution == nil {\n   513→\t\tif config.Keys.EnableResampling != nil {\n   514→\t\t\tdefaultRes := slices.Max(config.Keys.EnableResampling.Resolutions)\n   515→\t\t\tresolution = &defaultRes\n   516→\t\t} else {\n   517→\t\t\tdefaultRes := 0\n   518→\t\t\tresolution = &defaultRes\n   519→\t\t}\n   520→\t}\n   521→\n   522→\talgoName := resolveResampleAlgo(ctx, resampleAlgo)\n   523→\n   524→\tdata, err := metricdispatch.LoadData(job, metrics, scopes, ctx, *resolution, algoName)\n   525→\tif err != nil {\n   526→\t\tcclog.Warn(\"Error while loading job data\")\n   527→\t\treturn nil, err\n   528→\t}\n   529→\n   530→\tres := []*model.JobMetricWithName{}\n   531→\tfor name, md := range data {\n   532→\t\tfor scope, metric := range md {\n   533→\t\t\tres = append(res, &model.JobMetricWithName{\n   534→\t\t\t\tName:   name,\n   535→\t\t\t\tScope:  scope,\n   536→\t\t\t\tMetric: metric,\n   537→\t\t\t})\n   538→\t\t}\n   539→\t}\n   540→\n   541→\treturn res, err\n   542→}\n   543→\n   544→// JobStats is the resolver for the jobStats field.\n   545→func (r *queryResolver) JobStats(ctx context.Context, id string, metrics []string) ([]*model.NamedStats, error) {\n   546→\tjob, err := r.Query().Job(ctx, id)\n   547→\tif err != nil {\n   548→\t\tcclog.Warnf(\"Error while querying job %s for metadata\", id)\n   549→\t\treturn nil, err\n   550→\t}\n   551→\n   552→\tdata, err := metricdispatch.LoadJobStats(job, metrics, ctx)\n   553→\tif err != nil {\n   554→\t\tcclog.Warnf(\"Error while loading jobStats data for job id %s\", id)\n   555→\t\treturn nil, err\n   556→\t}\n   557→\n   558→\tres := []*model.NamedStats{}\n   559→\tfor name, md := range data {\n   560→\t\tres = append(res, &model.NamedStats{\n   561→\t\t\tName: name,\n   562→\t\t\tData: &md,\n   563→\t\t})\n   564→\t}\n   565→\n   566→\treturn res, err\n   567→}\n   568→\n   569→// ScopedJobStats is the resolver for the scopedJobStats field.\n   570→func (r *queryResolver) ScopedJobStats(ctx context.Context, id string, metrics []string, scopes []schema.MetricScope) ([]*model.NamedStatsWithScope, error) {\n   571→\tjob, err := r.Query().Job(ctx, id)\n   572→\tif err != nil {\n   573→\t\tcclog.Warnf(\"Error while querying job %s for metadata\", id)\n   574→\t\treturn nil, err\n   575→\t}\n   576→\n   577→\tdata, err := metricdispatch.LoadScopedJobStats(job, metrics, scopes, ctx)\n   578→\tif err != nil {\n   579→\t\tcclog.Warnf(\"Error while loading scopedJobStats data for job id %s\", id)\n   580→\t\treturn nil, err\n   581→\t}\n   582→\n   583→\tres := make([]*model.NamedStatsWithScope, 0)\n   584→\tfor name, scoped := range data {\n   585→\t\tfor scope, stats := range scoped {\n   586→\n   587→\t\t\tmdlStats := make([]*model.ScopedStats, 0)\n   588→\t\t\tfor _, stat := range stats {\n   589→\t\t\t\tmdlStats = append(mdlStats, &model.ScopedStats{\n   590→\t\t\t\t\tHostname: stat.Hostname,\n   591→\t\t\t\t\tID:       stat.ID,\n   592→\t\t\t\t\tData:     stat.Data,\n   593→\t\t\t\t})\n   594→\t\t\t}\n   595→\n   596→\t\t\tres = append(res, &model.NamedStatsWithScope{\n   597→\t\t\t\tName:  name,\n   598→\t\t\t\tScope: scope,\n   599→\t\t\t\tStats: mdlStats,\n   600→\t\t\t})"}]},"uuid":"836b2e38-3f03-4dcf-afea-06b4bdf70886","timestamp":"2026-03-20T06:20:07.991Z"},"type":"agent_progress","prompt":"","agentId":"a94d541086ef2e733"},"toolUseID":"agent_msg_01KkzdazjB6DcKN6KmbtGTKq","parentToolUseID":"toolu_018fSdSLwvUuC9yLt4j7CLXd","uuid":"c1cb107f-412c-4dd7-bfc7-dc0a60c8e6a6","timestamp":"2026-03-20T06:20:07.992Z","userType":"external","entrypoint":"cli","cwd":"/Users/jan/prg/ClusterCockpit/cc-backend/web/frontend","sessionId":"f8d732b5-ee26-4579-bdeb-237fa0cb9261","version":"2.1.80","gitBranch":"feature/526-average-resample","slug":"bubbly-shimmying-sedgewick"}
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+{"parentUuid":"1c4679e6-cce8-4ebf-9565-e236827367c9","isSidechain":false,"type":"progress","data":{"message":{"type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_016PuPYjK5qpr7jxSRGwD3aM","type":"tool_result","content":"   881→func (r *queryResolver) NodeMetricsList(ctx context.Context, cluster string, subCluster string, stateFilter string, nodeFilter string, scopes []schema.MetricScope, metrics []string, from time.Time, to time.Time, page *model.PageRequest, resolution *int, resampleAlgo *model.ResampleAlgo) (*model.NodesResultList, error) {\n   882→\t// Resolve resolution: explicit param > user policy > global config > 0\n   883→\tduration := int64(to.Sub(from).Seconds())\n   884→\tif resolution == nil {\n   885→\t\tresolution = resolveResolutionFromPolicy(ctx, duration, cluster, metrics)\n   886→\t}\n   887→\tif resolution == nil {\n   888→\t\tif config.Keys.EnableResampling != nil {\n   889→\t\t\tdefaultRes := slices.Max(config.Keys.EnableResampling.Resolutions)\n   890→\t\t\tresolution = &defaultRes\n   891→\t\t} else {\n   892→\t\t\tdefaultRes := 0\n   893→\t\t\tresolution = &defaultRes\n   894→\t\t}\n   895→\t}\n   896→\n   897→\tuser := repository.GetUserFromContext(ctx)\n   898→\tif user != nil && !user.HasAnyRole([]schema.Role{schema.RoleAdmin, schema.RoleSupport}) {\n   899→\t\treturn nil, errors.New(\"you need to be administrator or support staff for this query\")\n   900→\t}\n   901→\n   902→\tnodeRepo := repository.GetNodeRepository()\n   903→\t// nodes -> array hostname\n   904→\tnodes, nodeStateMap, metricHealthMap, countNodes, hasNextPage, nerr := nodeRepo.GetNodesForList(ctx, cluster, subCluster, stateFilter, nodeFilter, page)\n   905→\tif nerr != nil {\n   906→\t\treturn nil, errors.New(\"could not retrieve node list required for resolving NodeMetricsList\")\n   907→\t}\n   908→\n   909→\tif metrics == nil {\n   910→\t\tfor _, mc := range archive.GetCluster(cluster).MetricConfig {\n   911→\t\t\tmetrics = append(metrics, mc.Name)\n   912→\t\t}\n   913→\t}\n   914→\n   915→\talgoName := resolveResampleAlgo(ctx, resampleAlgo)\n   916→\n   917→\t// data -> map hostname:jobdata\n   918→\tdata, err := metricdispatch.LoadNodeListData(cluster, subCluster, nodes, metrics, scopes, *resolution, from, to, ctx, algoName)\n   919→\tif err != nil {\n   920→\t\tcclog.Warn(\"error while loading node data (Resolver.NodeMetricsList\")\n   921→\t\treturn nil, err\n   922→\t}\n   923→\n   924→\tnodeMetricsList := make([]*model.NodeMetrics, 0, len(data))\n   925→\tfor _, hostname := range nodes {\n   926→\t\thost := &model.NodeMetrics{\n   927→\t\t\tHost:         hostname,\n   928→\t\t\tNodeState:    nodeStateMap[hostname],\n   929→\t\t\tMetricHealth: metricHealthMap[hostname],\n   930→\t\t\tMetrics:      make([]*model.JobMetricWithName, 0),\n   931→\t\t}\n   932→\t\thost.SubCluster, err = archive.GetSubClusterByNode(cluster, hostname)\n   933→\t\tif err != nil {\n   934→\t\t\tcclog.Warnf(\"error in nodeMetrics resolver: %s\", err)\n   935→\t\t}\n   936→\n   937→\t\tfor metric, scopedMetrics := range data[hostname] {\n   938→\t\t\tfor scope, scopedMetric := range scopedMetrics {\n   939→\t\t\t\thost.Metrics = append(host.Metrics, &model.JobMetricWithName{\n   940→\t\t\t\t\tName:   metric,\n   941→\t\t\t\t\tScope:  scope,\n   942→\t\t\t\t\tMetric: scopedMetric,\n   943→\t\t\t\t})\n   944→\t\t\t}\n   945→\t\t}\n   946→\n   947→\t\tnodeMetricsList = append(nodeMetricsList, host)\n   948→\t}\n   949→\n   950→\tnodeMetricsListResult := &model.NodesResultList{\n   951→\t\tItems: nodeMetricsList,\n   952→\t\t// TotalNodes depends on sum of nodes grouped on latest timestamp, see repo/node.go:357\n   953→\t\tTotalNodes:  &countNodes,\n   954→\t\tHasNextPage: &hasNextPage,\n   955→\t}\n   956→\n   957→\treturn nodeMetricsListResult, nil\n   958→}\n   959→\n   960→// ClusterMetrics is the resolver for the clusterMetrics field.\n   961→func (r *queryResolver) ClusterMetrics(ctx context.Context, cluster string, metrics []string, from time.Time, to time.Time) (*model.ClusterMetrics, error) {\n   962→\tuser := repository.GetUserFromContext(ctx)\n   963→\tif user != nil && !user.HasAnyRole([]schema.Role{schema.RoleAdmin, schema.RoleSupport}) {\n   964→\t\treturn nil, errors.New(\"you need to be administrator or support staff for this query\")\n   965→\t}\n   966→\n   967→\tif metrics == nil {\n   968→\t\tfor _, mc := range archive.GetCluster(cluster).MetricConfig {\n   969→\t\t\tmetrics = append(metrics, mc.Name)\n   970→\t\t}\n   971→\t}\n   972→\n   973→\t// 'nodes' == nil -> Defaults to all nodes of cluster for existing query workflow\n   974→\tscopes := []schema.MetricScope{\"node\"}\n   975→\tdata, err := metricdispatch.LoadNodeData(cluster, metrics, nil, scopes, from, to, ctx)\n   976→\tif err != nil {\n   977→\t\tcclog.Warn(\"error while loading node data\")\n   978→\t\treturn nil, err\n   979→\t}\n   980→"}]},"uuid":"1d071d45-912a-47a3-95f7-55ca8eb0f1ed","timestamp":"2026-03-20T06:20:09.597Z"},"type":"agent_progress","prompt":"","agentId":"a94d541086ef2e733"},"toolUseID":"agent_msg_01KkzdazjB6DcKN6KmbtGTKq","parentToolUseID":"toolu_018fSdSLwvUuC9yLt4j7CLXd","uuid":"acfb1fc6-ed2e-4630-84ae-c630eccfbd34","timestamp":"2026-03-20T06:20:09.598Z","userType":"external","entrypoint":"cli","cwd":"/Users/jan/prg/ClusterCockpit/cc-backend/web/frontend","sessionId":"f8d732b5-ee26-4579-bdeb-237fa0cb9261","version":"2.1.80","gitBranch":"feature/526-average-resample","slug":"bubbly-shimmying-sedgewick"}
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+{"parentUuid":"3e7d1b9e-b40a-4b5c-811a-7ff70142be7d","isSidechain":false,"type":"progress","data":{"message":{"type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01GxfitVYJEUJWowBHm4ehTn","type":"tool_result","content":"     1→<!--\n     2→  @component Plot render option selection for users\n     3→\n     4→  Properties:\n     5→  - `config Object`: Current cc-config\n     6→  - `message Object`: Message to display on success or error [Bindable]\n     7→  - `displayMessage Bool`: If to display message content [Bindable]\n     8→  - `updateSetting Func`: The callback function to apply current option selection\n     9→-->\n    10→\n    11→<script>\n    12→  import {\n    13→    Button,\n    14→    Row,\n    15→    Col,\n    16→    Card,\n    17→    CardTitle,\n    18→  } from \"@sveltestrap/sveltestrap\";\n    19→  import { getContext } from \"svelte\";\n    20→  import { fade } from \"svelte/transition\";\n    21→\n    22→  /* Svelte 5 Props */\n    23→  let {\n    24→    config,\n    25→    message = $bindable(),\n    26→    displayMessage = $bindable(),\n    27→    updateSetting\n    28→  } = $props();\n    29→\n    30→  const resampleConfig = getContext(\"resampling\");\n    31→</script>\n    32→\n    33→<Row cols={3} class=\"p-2 g-2\">\n    34→  <!-- LINE WIDTH -->\n    35→  <Col>\n    36→    <Card class=\"h-100\">\n    37→      <form\n    38→        id=\"line-width-form\"\n    39→        method=\"post\"\n    40→        action=\"/frontend/configuration/\"\n    41→        class=\"card-body\"\n    42→        onsubmit={(e) => updateSetting(e, {\n    43→          selector: \"#line-width-form\",\n    44→          target: \"lw\",\n    45→        })}\n    46→      >\n    47→        <!-- Svelte 'class' directive only on DOMs directly, normal 'class=\"xxx\"' does not work, so style-array it is. -->\n    48→        <CardTitle\n    49→          style=\"margin-bottom: 1em; display: flex; align-items: center;\"\n    50→        >\n    51→          <div>Line Width</div>\n    52→          <!-- Expand If-Clause for clarity once -->\n    53→          {#if displayMessage && message.target == \"lw\"}\n    54→            <div style=\"margin-left: auto; font-size: 0.9em;\">\n    55→              <code style=\"color: {message.color};\" out:fade>\n    56→                Update: {message.msg}\n    57→              </code>\n    58→            </div>\n    59→          {/if}\n    60→        </CardTitle>\n    61→        <input type=\"hidden\" name=\"key\" value=\"plotConfiguration_lineWidth\" />\n    62→        <div class=\"mb-3\">\n    63→          <label for=\"value\" class=\"form-label\">Line Width</label>\n    64→          <input\n    65→            type=\"number\"\n    66→            class=\"form-control\"\n    67→            id=\"lwvalue\"\n    68→            name=\"value\"\n    69→            aria-describedby=\"lineWidthHelp\"\n    70→            value={config?.plotConfiguration_lineWidth}\n    71→            min=\"1\"\n    72→          />\n    73→          <div id=\"lineWidthHelp\" class=\"form-text\">\n    74→            Width of the lines in the timeseries plots.\n    75→          </div>\n    76→        </div>\n    77→        <Button color=\"primary\" type=\"submit\">Submit</Button>\n    78→      </form>\n    79→    </Card>\n    80→  </Col>\n    81→\n    82→  <!-- PLOTS PER ROW -->\n    83→  <Col>\n    84→    <Card class=\"h-100\">\n    85→      <form\n    86→        id=\"plots-per-row-form\"\n    87→        method=\"post\"\n    88→        action=\"/frontend/configuration/\"\n    89→        class=\"card-body\"\n    90→        onsubmit={(e) => updateSetting(e, {\n    91→          selector: \"#plots-per-row-form\",\n    92→          target: \"ppr\",\n    93→        })}\n    94→      >\n    95→        <!-- Svelte 'class' directive only on DOMs directly, normal 'class=\"xxx\"' does not work, so style-array it is. -->\n    96→        <CardTitle\n    97→          style=\"margin-bottom: 1em; display: flex; align-items: center;\"\n    98→        >\n    99→          <div>Plots per Row</div>\n   100→          {#if displayMessage && message.target == \"ppr\"}\n   101→            <div style=\"margin-left: auto; font-size: 0.9em;\">\n   102→              <code style=\"color: {message.color};\" out:fade>\n   103→                Update: {message.msg}\n   104→              </code>\n   105→            </div>\n   106→          {/if}\n   107→        </CardTitle>\n   108→        <input type=\"hidden\" name=\"key\" value=\"plotConfiguration_plotsPerRow\" />\n   109→        <div class=\"mb-3\">\n   110→          <label for=\"value\" class=\"form-label\">Plots per Row</label>\n   111→          <input\n   112→            type=\"number\"\n   113→            class=\"form-control\"\n   114→            id=\"pprvalue\"\n   115→            name=\"value\"\n   116→            aria-describedby=\"plotsperrowHelp\"\n   117→            value={config?.plotConfiguration_plotsPerRow}\n   118→            min=\"1\"\n   119→          />\n   120→          <div id=\"plotsperrowHelp\" class=\"form-text\">\n   121→            How many plots to show next to each other on pages such as\n   122→            /monitoring/job/, /monitoring/system/...\n   123→          </div>\n   124→        </div>\n   125→        <Button color=\"primary\" type=\"submit\">Submit</Button>\n   126→      </form>\n   127→    </Card>\n   128→  </Col>\n   129→\n   130→  <!-- BACKGROUND -->\n   131→  <Col class=\"d-flex justify-content-between\">\n   132→    <Card class=\"h-100\" style=\"width: 49%;\">\n   133→      <form\n   134→        id=\"backgrounds-form\"\n   135→        method=\"post\"\n   136→        action=\"/frontend/configuration/\"\n   137→        class=\"card-body\"\n   138→        onsubmit={(e) => updateSetting(e, {\n   139→          selector: \"#backgrounds-form\",\n   140→          target: \"bg\",\n   141→        })}\n   142→      >\n   143→        <!-- Svelte 'class' directive only on DOMs directly, normal 'class=\"xxx\"' does not work, so style-array it is. -->\n   144→        <CardTitle\n   145→          style=\"margin-bottom: 1em; display: flex; align-items: center;\"\n   146→        >\n   147→          <div>Colored Backgrounds</div>\n   148→          {#if displayMessage && message.target == \"bg\"}\n   149→            <div style=\"margin-left: auto; font-size: 0.9em;\">\n   150→              <code style=\"color: {message.color};\" out:fade>\n   151→                Update: {message.msg}\n   152→              </code>\n   153→            </div>\n   154→          {/if}\n   155→        </CardTitle>\n   156→        <input type=\"hidden\" name=\"key\" value=\"plotConfiguration_colorBackground\" />\n   157→        <div class=\"mb-3\">\n   158→          <div>\n   159→            {#if config?.plotConfiguration_colorBackground}\n   160→              <input type=\"radio\" id=\"colb-true-checked\" name=\"value\" value=\"true\" checked />\n   161→            {:else}\n   162→              <input type=\"radio\" id=\"colb-true\" name=\"value\" value=\"true\" />\n   163→            {/if}\n   164→            <label for=\"true\">Yes</label>\n   165→          </div>\n   166→          <div>\n   167→            {#if config?.plotConfiguration_colorBackground}\n   168→              <input type=\"radio\" id=\"colb-false\" name=\"value\" value=\"false\" />\n   169→            {:else}\n   170→              <input type=\"radio\" id=\"colb-false-checked\" name=\"value\" value=\"false\" checked />\n   171→            {/if}\n   172→            <label for=\"false\">No</label>\n   173→          </div>\n   174→        </div>\n   175→        <Button color=\"primary\" type=\"submit\">Submit</Button>\n   176→      </form>\n   177→    </Card>\n   178→    <Card class=\"h-100\" style=\"width: 49%;\">\n   179→      <form\n   180→        id=\"colorblindmode-form\"\n   181→        method=\"post\"\n   182→        action=\"/frontend/configuration/\"\n   183→        class=\"card-body\"\n   184→        onsubmit={(e) => updateSetting(e, {\n   185→          selector: \"#colorblindmode-form\",\n   186→          target: \"cbm\",\n   187→        })}\n   188→      >\n   189→        <!-- Svelte 'class' directive only on DOMs directly, normal 'class=\"xxx\"' does not work, so style-array it is. -->\n   190→        <CardTitle\n   191→          style=\"margin-bottom: 1em; display: flex; align-items: center;\"\n   192→        >\n   193→          <div>Color Blind Mode</div>\n   194→          {#if displayMessage && message.target == \"cbm\"}\n   195→            <div style=\"margin-left: auto; font-size: 0.9em;\">\n   196→              <code style=\"color: {message.color};\" out:fade>\n   197→                Update: {message.msg}\n   198→              </code>\n   199→            </div>\n   200→          {/if}\n   201→        </CardTitle>\n   202→        <input type=\"hidden\" name=\"key\" value=\"plotConfiguration_colorblindMode\" />\n   203→        <div class=\"mb-3\">\n   204→          <div>\n   205→            {#if config?.plotConfiguration_colorblindMode}\n   206→              <input type=\"radio\" id=\"cbm-true-checked\" name=\"value\" value=\"true\" checked />\n   207→            {:else}\n   208→              <input type=\"radio\" id=\"cbm-true\" name=\"value\" value=\"true\" />\n   209→            {/if}\n   210→            <label for=\"true\">Yes</label>\n   211→          </div>\n   212→          <div>\n   213→            {#if config?.plotConfiguration_colorblindMode}\n   214→              <input type=\"radio\" id=\"cbm-false\" name=\"value\" value=\"false\" />\n   215→            {:else}\n   216→              <input type=\"radio\" id=\"cbm-false-checked\" name=\"value\" value=\"false\" checked />\n   217→            {/if}\n   218→            <label for=\"false\">No</label>\n   219→          </div>\n   220→        </div>\n   221→        <Button color=\"primary\" type=\"submit\">Submit</Button>\n   222→      </form>\n   223→    </Card>\n   224→  </Col>\n   225→\n   226→  <!-- RESAMPLE POLICY -->\n   227→  <Col>\n   228→    <Card class=\"h-100\">\n   229→      <form\n   230→        id=\"resample-policy-form\"\n   231→        method=\"post\"\n   232→        action=\"/frontend/configuration/\"\n   233→        class=\"card-body\"\n   234→        onsubmit={(e) => updateSetting(e, {\n   235→          selector: \"#resample-policy-form\",\n   236→          target: \"rsp\",\n   237→        })}\n   238→      >\n   239→        <CardTitle\n   240→          style=\"margin-bottom: 1em; display: flex; align-items: center;\"\n   241→        >\n   242→          <div>Resample Policy</div>\n   243→          {#if displayMessage && message.target == \"rsp\"}\n   244→            <div style=\"margin-left: auto; font-size: 0.9em;\">\n   245→              <code style=\"color: {message.color};\" out:fade>\n   246→                Update: {message.msg}\n   247→              </code>\n   248→            </div>\n   249→          {/if}\n   250→        </CardTitle>\n   251→        <input type=\"hidden\" name=\"key\" value=\"plotConfiguration_resamplePolicy\" />\n   252→        <div class=\"mb-3\">\n   253→          {#each [[\"\", \"Default\"], [\"low\", \"Low\"], [\"medium\", \"Medium\"], [\"high\", \"High\"]] as [val, label]}\n   254→            <div>\n   255→              <input type=\"radio\" id=\"rsp-{val || 'default'}\" name=\"value\" value={JSON.stringify(val)}\n   256→                checked={(!config?.plotConfiguration_resamplePolicy && val === \"\") || config?.plotConfiguration_resamplePolicy === val} />\n   257→              <label for=\"rsp-{val || 'default'}\">{label}</label>\n   258→            </div>\n   259→          {/each}\n   260→          <div id=\"resamplePolicyHelp\" class=\"form-text\">\n   261→            Controls how many data points are shown in metric plots. Low = fast overview (~200 points), Medium = balanced (~500), High = maximum detail (~1000).\n   262→          </div>\n   263→        </div>\n   264→        <Button color=\"primary\" type=\"submit\">Submit</Button>\n   265→      </form>\n   266→    </Card>\n   267→  </Col>\n   268→\n   269→  <!-- RESAMPLE ALGORITHM -->\n   270→  <Col>\n   271→    <Card class=\"h-100\">\n   272→      <form\n   273→        id=\"resample-algo-form\"\n   274→        method=\"post\"\n   275→        action=\"/frontend/configuration/\"\n   276→        class=\"card-body\"\n   277→        onsubmit={(e) => updateSetting(e, {\n   278→          selector: \"#resample-algo-form\",\n   279→          target: \"rsa\",\n   280→        })}\n   281→      >\n   282→        <CardTitle\n   283→          style=\"margin-bottom: 1em; display: flex; align-items: center;\"\n   284→        >\n   285→          <div>Resample Algorithm</div>\n   286→          {#if displayMessage && message.target == \"rsa\"}\n   287→            <div style=\"margin-left: auto; font-size: 0.9em;\">\n   288→              <code style=\"color: {message.color};\" out:fade>\n   289→                Update: {message.msg}\n   290→              </code>\n   291→            </div>\n   292→          {/if}\n   293→        </CardTitle>\n   294→        <input type=\"hidden\" name=\"key\" value=\"plotConfiguration_resampleAlgo\" />\n   295→        <div class=\"mb-3\">\n   296→          {#each [[\"\", \"Default\"], [\"lttb\", \"LTTB\"], [\"average\", \"Average\"], [\"simple\", \"Simple\"]] as [val, label]}\n   297→            <div>\n   298→              <input type=\"radio\" id=\"rsa-{val || 'default'}\" name=\"value\" value={JSON.stringify(val)}\n   299→                checked={(!config?.plotConfiguration_resampleAlgo && val === \"\") || config?.plotConfiguration_resampleAlgo === val} />\n   300→              <label for=\"rsa-{val || 'default'}\">{label}</label>\n   301→            </div>\n   302→          {/each}\n   303→          <div id=\"resampleAlgoHelp\" class=\"form-text\">\n   304→            Algorithm used when downsampling time-series data. LTTB preserves visual shape, Average smooths data, Simple picks every Nth point.\n   305→          </div>\n   306→        </div>\n   307→        <Button color=\"primary\" type=\"submit\">Submit</Button>\n   308→      </form>\n   309→    </Card>\n   310→  </Col>\n   311→</Row>"}]},"uuid":"bb274cba-20d3-46be-87fd-1693bf24e34e","timestamp":"2026-03-20T06:20:11.275Z"},"type":"agent_progress","prompt":"","agentId":"a94d541086ef2e733"},"toolUseID":"agent_msg_01KkzdazjB6DcKN6KmbtGTKq","parentToolUseID":"toolu_018fSdSLwvUuC9yLt4j7CLXd","uuid":"a22013dc-f97e-4e7d-81c1-f948906e1d34","timestamp":"2026-03-20T06:20:11.281Z","userType":"external","entrypoint":"cli","cwd":"/Users/jan/prg/ClusterCockpit/cc-backend/web/frontend","sessionId":"f8d732b5-ee26-4579-bdeb-237fa0cb9261","version":"2.1.80","gitBranch":"feature/526-average-resample","slug":"bubbly-shimmying-sedgewick"}
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+{"parentUuid":"8c7d0ffb-6486-4bf7-8465-39718ab57c73","isSidechain":false,"type":"progress","data":{"message":{"type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01XN2ZgpCK8g7Gk5cm8WiQSP","type":"tool_result","content":"    70→  let uplot = $state(null);\n    71→\n    72→  /* Derived */\n    73→  const subClusterTopology = $derived(getContext(\"getHardwareTopology\")(cluster, subCluster));\n    74→  const metricConfig = $derived(getContext(\"getMetricConfig\")(cluster, subCluster, metric));\n    75→  const usesMeanStatsSeries = $derived((statisticsSeries?.mean && statisticsSeries.mean.length != 0));\n    76→  const resampleTrigger = $derived(resampleConfig?.trigger ? Number(resampleConfig.trigger) : (resampleConfig?.targetPoints ? Math.floor(resampleConfig.targetPoints / 4) : null));\n    77→  const resampleResolutions = $derived(resampleConfig?.resolutions ? [...resampleConfig.resolutions] : null);\n    78→  const resampleMinimum = $derived(resampleConfig?.resolutions ? Math.min(...resampleConfig.resolutions) : null);\n    79→  const resampleTargetPoints = $derived(resampleConfig?.targetPoints ? Number(resampleConfig.targetPoints) : null);\n    80→  const useStatsSeries = $derived(!!statisticsSeries); // Display Stats Series By Default if Exists\n    81→  const thresholds = $derived(findJobAggregationThresholds(\n    82→    subClusterTopology,\n    83→    metricConfig,\n    84→    scope\n    85→  ));\n    86→  const longestSeries = $derived.by(() => {\n    87→    if (useStatsSeries) {\n    88→      return usesMeanStatsSeries ? statisticsSeries?.mean?.length : statisticsSeries?.median?.length;\n    89→    } else {\n    90→      return series.reduce((n, series) => Math.max(n, series.data.length), 0);\n    91→    }\n    92→  });\n    93→  const maxX = $derived(longestSeries * timestep);\n    94→  const maxY = $derived.by(() => {\n    95→    let pendingY = 0;\n    96→    if (useStatsSeries) {\n    97→      pendingY = statisticsSeries.max.reduce(\n    98→        (max, x) => Math.max(max, x),\n    99→        thresholds?.normal,\n   100→      ) || thresholds?.normal\n   101→    } else { \n   102→      pendingY = series.reduce(\n   103→          (max, series) => Math.max(max, series?.statistics?.max),\n   104→          thresholds?.normal,\n   105→        ) || thresholds?.normal;\n   106→    }\n   107→\n   108→    if (pendingY >= 10 * thresholds.peak) {\n   109→      // Hard y-range render limit if outliers in series data\n   110→      return (10 * thresholds.peak);\n   111→    } else {\n   112→      return pendingY;\n   113→    }\n   114→  });\n   115→  const plotBands = $derived.by(() => {\n   116→    if (useStatsSeries) {\n   117→      return [\n   118→        { series: [2, 3], fill: cbmode ? \"rgba(0,0,255,0.1)\" : \"rgba(0,255,0,0.1)\" },\n   119→        { series: [3, 1], fill: cbmode ? \"rgba(0,255,0,0.1)\" : \"rgba(255,0,0,0.1)\" },\n   120→      ];\n   121→    };\n   122→    return null;\n   123→  })\n   124→  const plotData = $derived.by(() => {\n   125→    let pendingData = [new Array(longestSeries)];\n   126→    // X\n   127→    if (forNode === true) {\n   128→      // Negative Timestamp Buildup\n   129→      for (let i = 0; i <= longestSeries; i++) {\n   130→        pendingData[0][i] = (longestSeries - i) * timestep * -1;\n   131→      }\n   132→    } else {\n   133→      // Positive Timestamp Buildup\n   134→      for (let j = 0; j < longestSeries; j++) {\n   135→        pendingData[0][j] = j * timestep;\n   136→      };\n   137→    };\n   138→    // Y\n   139→    if (useStatsSeries) {\n   140→      pendingData.push(statisticsSeries.min);\n   141→      pendingData.push(statisticsSeries.max);\n   142→      if (usesMeanStatsSeries) {\n   143→        pendingData.push(statisticsSeries.mean);\n   144→      } else {\n   145→        pendingData.push(statisticsSeries.median);\n   146→      }\n   147→\n   148→    } else {\n   149→      for (let i = 0; i < series.length; i++) {\n   150→        pendingData.push(series[i].data);\n   151→      };\n   152→    };\n   153→    return pendingData;\n   154→  })\n   155→  const plotSeries = $derived.by(() => {\n   156→    let pendingSeries = [\n   157→      // Note: X-Legend Will not be shown as soon as Y-Axis are in extendedMode\n   158→      {\n   159→        label: \"Runtime\",\n   160→        value: (u, ts, sidx, didx) =>\n   161→        (didx == null) ? null : formatDurationTime(ts, forNode),\n   162→      }\n   163→    ];\n   164→    // Y\n   165→    if (useStatsSeries) {\n   166→      pendingSeries.push({\n   167→        label: \"min\",\n   168→        scale: \"y\",\n   169→        width: lineWidth,\n   170→        stroke: cbmode ? \"rgb(0,255,0)\" : \"red\",\n   171→      });\n   172→      pendingSeries.push({\n   173→        label: \"max\",\n   174→        scale: \"y\",\n   175→        width: lineWidth,\n   176→        stroke: cbmode ? \"rgb(0,0,255)\" : \"green\",\n   177→      });\n   178→      pendingSeries.push({\n   179→        label: usesMeanStatsSeries ? \"mean\" : \"median\",\n   180→        scale: \"y\",\n   181→        width: lineWidth,\n   182→        stroke: \"black\",\n   183→      });\n   184→\n   185→    } else {\n   186→      for (let i = 0; i < series?.length; i++) {\n   187→        // Default\n   188→        if (!extendedLegendData) {\n   189→          pendingSeries.push({\n   190→            label: \n   191→              scope === \"node\"\n   192→              ? series[i].hostname\n   193→              : scope === \"accelerator\"\n   194→                ? 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curr : prev);\n   531→                  });\n   532→                }\n   533→                // Prevents non-required dispatches\n   534→                if (newRes && timestep !== newRes) {\n   535→                  onZoom({\n   536→                    newRes: newRes,\n   537→                    lastZoomState: u?.scales,\n   538→                    lastThreshold: thresholds?.normal\n   539→                  });\n   540→                }\n   541→              } else {\n   542→                onZoom({\n   543→                  lastZoomState: u?.scales,\n   544→                  lastThreshold: thresholds?.normal\n   545→                });\n   546→              };\n   547→            };\n   548→          },\n   549→        ]\n   550→      },\n   551→      scales: {\n   552→        x: { time: false },\n   553→        y: maxY ? { min: 0, max: (maxY * 1.1) } : {auto: true}, // Add some space to upper render limit\n   554→      },\n   555→      legend: {\n   556→        // Display legend until max 12 Y-dataseries\n   557→        show: series.length <= 12 || useStatsSeries,\n   558→        live: series.length <= 12 || useStatsSeries,\n   559→      },\n   560→      cursor: { \n   561→        drag: { x: true, y: true },\n   562→      }\n   563→    };\n   564→\n   565→    // Handle Render\n   566→    if (!uplot) {\n   567→      opts.width = ren_width;\n   568→      opts.height = ren_height;\n   569→      \n   570→      if (plotSync) {\n   571→        opts.cursor.sync = { \n   572→          key: plotSync.key,\n   573→          scales: [\"x\", null],\n   574→        }\n   575→      }\n   576→\n   577→      if (zoomState && metricConfig?.aggregation == \"avg\") {\n   578→        opts.scales = {...zoomState}\n   579→      } else if (zoomState && metricConfig?.aggregation == \"sum\") {\n   580→        // Allow Zoom In === Ymin changed\n   581→        if (zoomState.y.min !== 0) { // scope change?: only use zoomState if thresholds match\n   582→          if ((thresholdState === thresholds?.normal)) { opts.scales = {...zoomState} };\n   583→        } // else: reset scaling to default\n   584→      }\n   585→\n   586→      uplot = new uPlot(opts, plotData, plotWrapper);\n   587→    } else {\n   588→      uplot.setSize({ width: ren_width, height: ren_height });\n   589→    }\n   590→  }\n   591→\n   592→  function onSizeChange(chg_width, chg_height) {\n   593→    if (!uplot) return;\n   594→    if (timeoutId != null) clearTimeout(timeoutId);\n   595→    timeoutId = setTimeout(() => {\n   596→      timeoutId = null;\n   597→      render(chg_width, chg_height);\n   598→    }, renderSleepTime);\n   599→  }\n   600→\n   601→  /* On Mount */\n   602→  onMount(() => {\n   603→    if (plotWrapper) {\n   604→      render(width, height);\n   605→    }\n   606→  });\n   607→\n   608→  /* On Destroy */\n   609→  onDestroy(() => {\n   610→    if (timeoutId != null) clearTimeout(timeoutId);\n   611→    if (uplot) uplot.destroy();\n   612→  });\n   613→\n   614→</script>"}]},"uuid":"2ed7432a-19f9-4cb1-8311-c3285b4bf935","timestamp":"2026-03-20T06:20:15.737Z"},"type":"agent_progress","prompt":"","agentId":"a94d541086ef2e733"},"toolUseID":"agent_msg_01KkzdazjB6DcKN6KmbtGTKq","parentToolUseID":"toolu_018fSdSLwvUuC9yLt4j7CLXd","uuid":"afab0a36-f5e3-4c42-aa5c-02fb4b19bee3","timestamp":"2026-03-20T06:20:15.741Z","userType":"external","entrypoint":"cli","cwd":"/Users/jan/prg/ClusterCockpit/cc-backend/web/frontend","sessionId":"f8d732b5-ee26-4579-bdeb-237fa0cb9261","version":"2.1.80","gitBranch":"feature/526-average-resample","slug":"bubbly-shimmying-sedgewick"}
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i < len(v_.Series); i += 1 {\n   151→\t\t\t\t\t\tv_.Series[i].Data, timestep, err = resampleFn(v_.Series[i].Data, int64(v_.Timestep), int64(resolution))\n   152→\t\t\t\t\t\tif err != nil {\n   153→\t\t\t\t\t\t\treturn err, 0, 0\n   154→\t\t\t\t\t\t}\n   155→\t\t\t\t\t}\n   156→\t\t\t\t\tv_.Timestep = int(timestep)\n   157→\t\t\t\t}\n   158→\t\t\t}\n   159→\n   160→\t\t\t// Filter job data to only include requested metrics and scopes, avoiding unnecessary data transfer.\n   161→\t\t\tif metrics != nil || scopes != nil {\n   162→\t\t\t\tif metrics == nil {\n   163→\t\t\t\t\tmetrics = make([]string, 0, len(jd))\n   164→\t\t\t\t\tfor k := range jd {\n   165→\t\t\t\t\t\tmetrics = append(metrics, k)\n   166→\t\t\t\t\t}\n   167→\t\t\t\t}\n   168→\n   169→\t\t\t\tres := schema.JobData{}\n   170→\t\t\t\tfor _, metric := range metrics {\n   171→\t\t\t\t\tif perscope, ok := jd[metric]; ok {\n   172→\t\t\t\t\t\tif len(perscope) > 1 {\n   173→\t\t\t\t\t\t\tsubset := make(map[schema.MetricScope]*schema.JobMetric)\n   174→\t\t\t\t\t\t\tfor _, scope := range scopes {\n   175→\t\t\t\t\t\t\t\tif jm, ok := perscope[scope]; 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+{"parentUuid":"19030b3e-4231-4b09-8069-53f8f2f0a1b8","isSidechain":false,"type":"progress","data":{"message":{"type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01TMwVxMvZocGNT8jhFA931T","type":"tool_result","content":"     1→<!--\n     2→  @component Main single job display component; displays plots for every metric as well as various information\n     3→\n     4→  Properties:\n     5→  - `dbid Number`: The jobs DB ID\n     6→  - `username String`: Empty string if auth. is disabled, otherwise the username as string\n     7→  - `authlevel Number`: The current users authentication level\n     8→  - `roles [Number]`: Enum containing available roles\n     9→-->\n    10→\n    11→<script>\n    12→  import { getContext } from \"svelte\";\n    13→  import { \n    14→    queryStore,\n    15→    gql,\n    16→    getContextClient,\n    17→  } from \"@urql/svelte\";\n    18→  import {\n    19→    Row,\n    20→    Col,\n    21→    Card,\n    22→    Spinner,\n    23→    TabContent,\n    24→    TabPane,\n    25→    CardBody,\n    26→    CardHeader,\n    27→    CardTitle,\n    28→    Button,\n    29→  } from \"@sveltestrap/sveltestrap\";\n    30→  import {\n    31→    init,\n    32→    groupByScope,\n    33→    checkMetricAvailability,\n    34→  } from \"./generic/utils.js\";\n    35→  import Metric from \"./job/Metric.svelte\";\n    36→  import MetricSelection from \"./generic/select/MetricSelection.svelte\";\n    37→  import JobInfo from \"./generic/joblist/JobInfo.svelte\";\n    38→  import ConcurrentJobs from \"./generic/helper/ConcurrentJobs.svelte\";\n    39→  import JobSummary from \"./job/JobSummary.svelte\";\n    40→  import JobRoofline from \"./job/JobRoofline.svelte\";\n    41→  import EnergySummary from \"./job/EnergySummary.svelte\";\n    42→  import PlotGrid from \"./generic/PlotGrid.svelte\";\n    43→  import StatsTab from \"./job/StatsTab.svelte\";\n    44→\n    45→  /* Svelte 5 Props */\n    46→  let {\n    47→    dbid,\n    48→    username,\n    49→    authlevel,\n    50→    roles\n    51→  } = $props();\n    52→\n    53→  /* Const Init */\n    54→  // Important: init() needs to be first const declaration or contextclient will not be initialized before \"const client = ...\"\n    55→  // svelte-ignore state_referenced_locally\n    56→  const { query: initq } = init(`\n    57→    job(id: \"${dbid}\") {\n    58→      id, jobId, user, project, cluster, startTime,\n    59→      duration, numNodes, numHWThreads, numAcc, energy,\n    60→      SMT, shared, partition, subCluster, arrayJobId,\n    61→      monitoringStatus, state, walltime,\n    62→      tags { id, type, scope, name },\n    63→      resources { hostname, hwthreads, accelerators },\n    64→      metaData,\n    65→      userData { name, email },\n    66→      concurrentJobs { items { id, jobId }, count, listQuery },\n    67→      footprint { name, stat, value },\n    68→      energyFootprint { hardware, metric, value }\n    69→    }\n    70→  `);\n    71→  /* Note: Actual metric data queried in <Metric> Component, only require base infos here -> reduce backend load by requesting just stats */\n    72→  const client = getContextClient();\n    73→  const query = gql`\n    74→    query ($dbid: ID!, $selectedMetrics: [String!]!, $selectedScopes: [MetricScope!]!) {\n    75→      scopedJobStats(id: $dbid, metrics: $selectedMetrics, scopes: $selectedScopes) {\n    76→        name\n    77→        scope\n    78→        stats {\n    79→          hostname\n    80→        }\n    81→      }\n    82→    }\n    83→  `;\n    84→\n    85→  /* State Init */\n    86→  let plots = $state({});\n    87→  let isMetricsSelectionOpen = $state(false);\n    88→  let totalMetrics = $state(0);\n    89→\n    90→  /* Derived Init Return */\n    91→  const thisJob = $derived($initq?.data ? $initq.data.job : null);\n    92→\n    93→  /* Derived Settings */\n    94→  const globalMetrics = $derived(thisJob ? getContext(\"globalMetrics\") : null);\n    95→  const clusterInfo = $derived(thisJob ? getContext(\"clusters\") : null);\n    96→  const ccconfig = $derived(thisJob ? getContext(\"cc-config\") : null);\n    97→  const showRoofline = $derived(ccconfig ? !!ccconfig[`jobView_showRoofline`] : false);\n    98→  const showStatsTable = $derived(ccconfig ? !!ccconfig[`jobView_showStatTable`] : false);\n    99→  const showSummary = $derived(ccconfig ? (!!ccconfig[`jobView_showFootprint`] || !!ccconfig[`jobView_showPolarPlot`]) : false)\n   100→"}]},"uuid":"b2a8428c-e771-430a-a2ae-1ed7098f2215","timestamp":"2026-03-20T06:21:20.895Z"},"type":"agent_progress","prompt":"","agentId":"a94d541086ef2e733"},"toolUseID":"agent_msg_01KkzdazjB6DcKN6KmbtGTKq","parentToolUseID":"toolu_018fSdSLwvUuC9yLt4j7CLXd","uuid":"362e0760-8192-4d11-aa0b-76e47c41ba56","timestamp":"2026-03-20T06:21:20.895Z","userType":"external","entrypoint":"cli","cwd":"/Users/jan/prg/ClusterCockpit/cc-backend/web/frontend","sessionId":"f8d732b5-ee26-4579-bdeb-237fa0cb9261","version":"2.1.80","gitBranch":"feature/526-average-resample","slug":"bubbly-shimmying-sedgewick"}
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+{"parentUuid":"021c2c6d-5384-4f06-9b3f-b08e7dcc32af","isSidechain":false,"type":"progress","data":{"message":{"type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01T4a2TLiNRkXVGCJwg6QbEv","type":"tool_result","content":"4:    setContextClient,\n7:import { setContext, getContext, hasContext, onDestroy, tick } from \"svelte\";\n41:    setContextClient(client);\n109:    setContext(\"tags\", tags);\n110:    setContext(\"clusters\", clusters);\n111:    setContext(\"globalMetrics\", globalMetrics);\n112:    setContext(\"getMetricConfig\", (cluster, subCluster, metric) => {\n121:    setContext(\"getHardwareTopology\", (cluster, subCluster) => {\n130:    setContext(\"on-init\", (callback) =>\n133:    setContext(","is_error":false}]},"uuid":"bbea0eb3-9ac0-4a98-b1e0-b569c85d54b9","timestamp":"2026-03-20T06:21:22.653Z"},"type":"agent_progress","prompt":"","agentId":"a94d541086ef2e733"},"toolUseID":"agent_msg_01KkzdazjB6DcKN6KmbtGTKq","parentToolUseID":"toolu_018fSdSLwvUuC9yLt4j7CLXd","uuid":"6fa3671f-4fe5-4748-b3b7-78702975026f","timestamp":"2026-03-20T06:21:22.653Z","userType":"external","entrypoint":"cli","cwd":"/Users/jan/prg/ClusterCockpit/cc-backend/web/frontend","sessionId":"f8d732b5-ee26-4579-bdeb-237fa0cb9261","version":"2.1.80","gitBranch":"feature/526-average-resample","slug":"bubbly-shimmying-sedgewick"}
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+{"parentUuid":"ddc8a4e5-838f-49ea-a273-1afbf0cc912f","isSidechain":false,"type":"progress","data":{"message":{"type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01TYJ8WvUiFSHeDmwTnahgS4","type":"tool_result","content":"     1→import { expiringCacheExchange } from \"./cache-exchange.js\";\n     2→import {\n     3→    Client,\n     4→    setContextClient,\n     5→    fetchExchange,\n     6→} from \"@urql/svelte\";\n     7→import { setContext, getContext, hasContext, onDestroy, tick } from \"svelte\";\n     8→import { readable } from \"svelte/store\";\n     9→import { round } from \"mathjs\";\n    10→\n    11→/*\n    12→ * Call this function only at component initialization time!\n    13→ *\n    14→ * It does several things:\n    15→ * - Initialize the GraphQL client\n    16→ * - Creates a readable store 'initialization' which indicates when the values below can be used.\n    17→ * - Adds 'tags' to the context (list of all tags)\n    18→ * - Adds 'clusters' to the context (object with cluster names as keys)\n    19→ * - Adds 'globalMetrics' to the context (list of globally available metric infos)\n    20→ * - Adds 'getMetricConfig' to the context, a function that takes a cluster, subCluster and metric name and returns the MetricConfig (or undefined)\n    21→ * - Adds 'getHardwareTopology' to the context, a function that takes a cluster nad subCluster and returns the subCluster topology (or undefined)\n    22→ */\n    23→export function init(extraInitQuery = \"\") {\n    24→    const jwt = hasContext(\"jwt\")\n    25→        ? getContext(\"jwt\")\n    26→        : getContext(\"cc-config\")[\"jwt\"];\n    27→\n    28→    const client = new Client({\n    29→        url: `${window.location.origin}/query`,\n    30→        fetchOptions:\n    31→            jwt != null ? { headers: { Authorization: `Bearer ${jwt}` } } : {},\n    32→        exchanges: [\n    33→            expiringCacheExchange({\n    34→                ttl: 5 * 60 * 1000,\n    35→                maxSize: 150,\n    36→            }),\n    37→            fetchExchange,\n    38→        ],\n    39→    });\n    40→\n    41→    setContextClient(client);\n    42→\n    43→    const query = client\n    44→        .query(\n    45→            `query {\n    46→        clusters {\n    47→            name\n    48→            partitions\n    49→            subClusters {\n    50→                name\n    51→                nodes\n    52→                numberOfNodes\n    53→                processorType\n    54→                socketsPerNode\n    55→                coresPerSocket\n    56→                threadsPerCore\n    57→                flopRateScalar { unit { base, prefix }, value }\n    58→                flopRateSimd { unit { base, prefix }, value }\n    59→                memoryBandwidth { unit { base, prefix }, value }\n    60→                topology {\n    61→                    node\n    62→                    socket\n    63→                    memoryDomain\n    64→                    core\n    65→                    accelerators { id }\n    66→                }\n    67→                metricConfig {\n    68→                    name\n    69→                    unit { base, prefix }\n    70→                    scope\n    71→                    aggregation\n    72→                    timestep\n    73→                    peak\n    74→                    normal\n    75→                    caution\n    76→                    alert\n    77→                    lowerIsBetter\n    78→                }\n    79→                footprint \n    80→            }\n    81→        }\n    82→        tags { id, name, type, scope }\n    83→        globalMetrics {\n    84→            name\n    85→            scope\n    86→            footprint\n    87→            unit { base, prefix }\n    88→            availability { cluster, subClusters }\n    89→        }\n    90→        ${extraInitQuery}\n    91→    }`\n    92→        )\n    93→        .toPromise();\n    94→\n    95→    let state = { fetching: true, error: null, data: null };\n    96→    let subscribers = [];\n    97→    const subscribe = (callback) => {\n    98→        callback(state);\n    99→        subscribers.push(callback);\n   100→        return () => {\n   101→            subscribers = subscribers.filter((cb) => cb != callback);\n   102→        };\n   103→    };\n   104→\n   105→    const tags = []\n   106→    const clusters = []\n   107→    const globalMetrics = []\n   108→\n   109→    setContext(\"tags\", tags);\n   110→    setContext(\"clusters\", clusters);\n   111→    setContext(\"globalMetrics\", globalMetrics);\n   112→    setContext(\"getMetricConfig\", (cluster, subCluster, metric) => {\n   113→        // Load objects if input is string\n   114→        if (typeof cluster !== \"object\")\n   115→            cluster = clusters.find((c) => c.name == cluster);\n   116→        if (typeof subCluster !== \"object\")\n   117→            subCluster = cluster.subClusters.find((sc) => sc.name == subCluster);\n   118→\n   119→        return subCluster.metricConfig.find((m) => m.name == metric);\n   120→    });\n   121→    setContext(\"getHardwareTopology\", (cluster, subCluster) => {\n   122→        // Load objects if input is string\n   123→        if (typeof cluster !== \"object\")\n   124→            cluster = clusters.find((c) => c.name == cluster);\n   125→        if (typeof subCluster !== \"object\")\n   126→            subCluster = cluster.subClusters.find((sc) => sc.name == subCluster);\n   127→\n   128→        return subCluster?.topology;\n   129→    });\n   130→    setContext(\"on-init\", (callback) =>\n   131→        state.fetching ? subscribers.push(callback) : callback(state)\n   132→    );\n   133→    setContext(\n   134→        \"initialized\",\n   135→        readable(false, (set) => subscribers.push(() => set(true)))\n   136→    );\n   137→\n   138→    query.then(({ error, data }) => {\n   139→        state.fetching = false;\n   140→        if (error != null) {\n   141→            console.error(error);\n   142→            state.error = error;\n   143→            tick().then(() => subscribers.forEach((cb) => cb(state)));\n   144→            return;\n   145→        }\n   146→\n   147→        for (let tag of data.tags) tags.push(tag);\n   148→        for (let cluster of data.clusters) clusters.push(cluster);\n   149→        for (let gm of data.globalMetrics) globalMetrics.push(gm);\n   150→\n   151→        // Unified Sort\n   152→        globalMetrics.sort((a, b) => a.name.localeCompare(b.name))\n   153→\n   154→        state.data = data;\n   155→        tick().then(() => subscribers.forEach((cb) => cb(state)));\n   156→    });\n   157→\n   158→    return {\n   159→        query: { subscribe },\n   160→        tags,\n   161→        clusters,\n   162→        globalMetrics\n   163→    };\n   164→}\n   165→\n   166→// Use https://developer.mozilla.org/en-US/docs/Web/API/structuredClone instead?\n   167→export function deepCopy(x) {\n   168→    return JSON.parse(JSON.stringify(x));\n   169→}\n   170→\n   171→function fuzzyMatch(term, string) {\n   172→    return string.toLowerCase().includes(term);\n   173→}\n   174→\n   175→// Use in filter() function to return only unique values\n   176→export function distinct(value, index, array) {\n   177→    return array.indexOf(value) === index;\n   178→}\n   179→\n   180→// Load Local Bool and Handle Scrambling of input string\n   181→export const scrambleNames = window.localStorage.getItem(\"cc-scramble-names\");\n   182→export const scramble = function (str) {\n   183→  if (str === \"-\") return str;\n   184→  else\n   185→    return [...str]\n   186→      .reduce((x, c, i) => x * 7 + c.charCodeAt(0) * i * 21, 5)\n   187→      .toString(32)\n   188→      .substr(0, 6);\n   189→};\n   190→\n   191→export function fuzzySearchTags(term, tags) {\n   192→    if (!tags) return [];\n   193→\n   194→    let results = [];\n   195→    let termparts = term\n   196→        .split(\":\")\n   197→        .map((s) => s.trim())\n   198→        .filter((s) => s.length > 0);\n   199→\n   200→    if (termparts.length == 0) {"}]},"uuid":"dfb77a01-7e74-4277-9723-f6d3be4765c5","timestamp":"2026-03-20T06:21:24.062Z"},"type":"agent_progress","prompt":"","agentId":"a94d541086ef2e733"},"toolUseID":"agent_msg_01KkzdazjB6DcKN6KmbtGTKq","parentToolUseID":"toolu_018fSdSLwvUuC9yLt4j7CLXd","uuid":"b4ddd62d-83a0-4717-99c4-1d349ca6980d","timestamp":"2026-03-20T06:21:24.063Z","userType":"external","entrypoint":"cli","cwd":"/Users/jan/prg/ClusterCockpit/cc-backend/web/frontend","sessionId":"f8d732b5-ee26-4579-bdeb-237fa0cb9261","version":"2.1.80","gitBranch":"feature/526-average-resample","slug":"bubbly-shimmying-sedgewick"}
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+{"parentUuid":"481a8fc7-0ca3-4d24-a006-c75faae32363","isSidechain":false,"promptId":"c3f542cb-4fe2-4b91-a8a5-c26c99151d6f","type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_018fSdSLwvUuC9yLt4j7CLXd","type":"tool_result","content":[{"type":"text","text":"Perfect! Now I have all the information I need. Let me provide a comprehensive summary of the policy-based resampling approach.\n\n## Comprehensive Exploration: Policy-Based Resampling Approach\n\nI've traced through the complete flow of the policy-based resampling system. Here's what I found:\n\n### 1. Configuration Structure (config.json → Go Code)\n\n**File: `/Users/jan/prg/ClusterCockpit/cc-backend/internal/config/config.go`**\n\nThe `ResampleConfig` struct now includes a new field:\n- `MinimumPoints`: int (minimum points before resampling triggers)\n- `Resolutions`: []int (array of target resolutions in seconds, e.g., [600, 300, 60])\n- `Trigger`: int (threshold for switching between resolution levels)\n- **`TargetPoints`: int (NEW - policy-derived target point count, set dynamically, NOT from config.json)**\n\nThe config.json mapping example from `configs/config.json`:\n```json\n\"resampling\": {\n  \"minimum-points\": 600,\n  \"trigger\": 180,\n  \"resolutions\": [240, 60]\n}\n```\n\n### 2. Resample Policy System\n\n**Files: `/Users/jan/prg/ClusterCockpit/cc-backend/internal/metricdispatch/resamplepolicy.go` and `resamplepolicy_test.go`**\n\nDefines three policies with target point counts:\n- `ResamplePolicyLow` = 200 points\n- `ResamplePolicyMedium` = 500 points  \n- `ResamplePolicyHigh` = 1000 points\n\nKey function `ComputeResolution(duration, frequency, targetPoints)`:\n- Takes job/time-window duration, metric frequency (timestep in seconds), and target points\n- Returns optimal resolution in seconds that achieves the target point count\n- Formula: `resolution = ceil(duration / targetPoints) / frequency * frequency`\n- Returns 0 if data already at or below target points\n\nTest cases show examples:\n- 24h job @ 60s frequency, low policy (200 pts) → 480s resolution\n- 24h job @ 60s frequency, medium policy (500 pts) → 180s resolution\n- 24h job @ 60s frequency, high policy (1000 pts) → 120s resolution\n\n### 3. Backend: Resolution Resolution (GraphQL Resolvers)\n\n**File: `/Users/jan/prg/ClusterCockpit/cc-backend/internal/graph/resample.go`**\n\nTwo key functions:\n\n**`resolveResolutionFromPolicy(ctx, duration, cluster, metrics)`:**\n- Checks if user has a resample policy set in UI config (`plotConfiguration_resamplePolicy`)\n- Converts policy string (\"low\", \"medium\", \"high\") to ResamplePolicy enum\n- Gets target points for that policy\n- Finds smallest metric frequency across requested metrics\n- Calls `ComputeResolution()` to calculate actual resolution\n- Returns computed resolution, or nil if no policy set\n\n**`resolveResampleAlgo(ctx, resampleAlgo)`:**\n- Checks explicit GraphQL parameter first\n- Falls back to user's `plotConfiguration_resampleAlgo` preference\n- Returns algorithm name (\"lttb\", \"average\", \"simple\") or empty string\n\n### 4. Backend: Metric Query Resolution (GraphQL Schema)\n\n**File: `/Users/jan/prg/ClusterCockpit/cc-backend/api/schema.graphqls`**\n\nNew enum added to schema:\n```graphql\nenum ResampleAlgo {\n  LTTB\n  AVERAGE\n  SIMPLE\n}\n```\n\nTwo queries accept resolution and resampling parameters:\n- `jobMetrics(id, metrics, scopes, resolution, resampleAlgo): [JobMetricWithName!]!`\n- `nodeMetricsList(..., resolution, resampleAlgo): NodesResultList!`\n\n### 5. Backend: GraphQL Resolver Implementation\n\n**File: `/Users/jan/prg/ClusterCockpit/cc-backend/internal/graph/schema.resolvers.go`**\n\n**`JobMetrics()` resolver (line 501):**\n```\nResolution priority: explicit param > user policy > global config > 0\n```\n- If `resolution == nil`, calls `resolveResolutionFromPolicy(ctx, job.Duration, job.Cluster, metrics)`\n- If still nil, falls back to max resolution from global config\n- Resolves resample algorithm via `resolveResampleAlgo(ctx, resampleAlgo)`\n- Passes both to `metricdispatch.LoadData(job, metrics, scopes, ctx, resolution, algoName)`\n\n**`NodeMetricsList()` resolver (line 881):**\n- Similar flow but computes duration from time range: `duration = to.Sub(from).Seconds()`\n- Same resolution resolution priority chain\n\n### 6. Backend: Routing & Page Context\n\n**File: `/Users/jan/prg/ClusterCockpit/cc-backend/internal/routerConfig/routes.go`**\n\n**Key function `resamplingForUser(conf)`:**\n- Takes user's UI config map\n- Checks for `plotConfiguration_resamplePolicy` key\n- If present and valid, extracts policy string\n- Creates policy-derived `ResampleConfig`:\n  - `TargetPoints`: from `TargetPointsForPolicy(policy)`\n  - `Trigger`: `targetPoints / 4`\n  - **NO** `Resolutions` array (policy-based uses dynamic computation)\n- Falls back to global `config.Keys.EnableResampling` if no policy set\n\nThis modified config is passed to frontend via `web.Page.Resampling`.\n\n### 7. Web Configuration\n\n**File: `/Users/jan/prg/ClusterCockpit/cc-backend/web/web.go`**\n\nNew fields added to `PlotConfiguration` struct:\n```go\nResampleAlgo    string   `json:\"resample-algo\"`\nResamplePolicy  string   `json:\"resample-policy\"`\n```\n\nThese map to UI defaults map:\n```go\nUIDefaultsMap[\"plotConfiguration_resampleAlgo\"] = UIDefaults.PlotConfiguration.ResampleAlgo\nUIDefaultsMap[\"plotConfiguration_resamplePolicy\"] = UIDefaults.PlotConfiguration.ResamplePolicy\n```\n\n### 8. Frontend: HTML Templates\n\n**File: `/Users/jan/prg/ClusterCockpit/cc-backend/web/templates/monitoring/job.tmpl`** (and similar files)\n\nResampling config injected as JavaScript global:\n```javascript\nconst resampleConfig = {{ .Resampling }};\n```\n\nThis makes it available to Svelte components via context retrieval.\n\n### 9. Frontend: Context Setup\n\n**File: `/Users/jan/prg/ClusterCockpit/cc-backend/web/frontend/src/generic/utils.js`**\n\nThe `init()` function does NOT set up \"resampling\" context. Instead, the resampling config is available globally as a JavaScript variable from the template.\n\n### 10. Frontend: Component Usage (Svelte)\n\n**File: `/Users/jan/prg/ClusterCockpit/cc-backend/web/frontend/src/generic/plots/MetricPlot.svelte`**\n\nComponents retrieve it via:\n```javascript\nconst resampleConfig = getContext(\"resampling\");\n```\n\nHowever, looking at the template injection, it seems the context must be set up by the root component. Key derived values:\n\n```javascript\nconst resampleTrigger = resampleConfig?.trigger ? Number(resampleConfig.trigger) : (resampleConfig?.targetPoints ? Math.floor(resampleConfig.targetPoints / 4) : null);\nconst resampleResolutions = resampleConfig?.resolutions ? [...resampleConfig.resolutions] : null;\nconst resampleMinimum = resampleConfig?.resolutions ? Math.min(...resampleConfig.resolutions) : null;\nconst resampleTargetPoints = resampleConfig?.targetPoints ? Number(resampleConfig.targetPoints) : null;\n```\n\n**Zoom handling logic (line 515):**\n- If policy-based (`resampleTargetPoints && !resampleResolutions`):\n  - Computes resolution dynamically: `visibleDuration / resampleTargetPoints / nativeTimestep`\n  - Rounds up to nearest multiple of native timestep\n  \n- If array-based (`resampleResolutions`):\n  - Finds closest pre-configured resolution\n\n### 11. Frontend: UI Configuration\n\n**File: `/Users/jan/prg/ClusterCockpit/cc-backend/web/frontend/src/config/user/PlotRenderOptions.svelte`**\n\nProvides two user-facing controls:\n\n**Resample Policy** (lines 226-267):\n- Radio buttons for: \"\", \"low\", \"medium\", \"high\"\n- Default = empty string\n- Posts to `/frontend/configuration/` with key `plotConfiguration_resamplePolicy`\n- Help text explains: \"Controls how many data points are shown in metric plots. Low = fast overview (~200 points), Medium = balanced (~500), High = maximum detail (~1000).\"\n\n**Resample Algorithm** (lines 269-310):\n- Radio buttons for: \"\", \"lttb\", \"average\", \"simple\"\n- Posts to `/frontend/configuration/` with key `plotConfiguration_resampleAlgo`\n- Help text: \"Algorithm used when downsampling time-series data. LTTB preserves visual shape, Average smooths data, Simple picks every Nth point.\"\n\nBoth only shown if `resamplingEnabled` (which checks if resampleConfig is set).\n\n### 12. Data Loading\n\n**File: `/Users/jan/prg/ClusterCockpit/cc-backend/internal/metricdispatch/dataLoader.go`**\n\n**`LoadData()` function (line 86):**\n- Takes `resolution int` and `resampleAlgo string` parameters\n- For archived data, uses `resampler.GetResampler(resampleAlgo)` to get the appropriate resampling function\n- Applies resampling to each data series:\n  ```\n  resampleFn(data, timestep, resolution) → (resampled_data, new_timestep, error)\n  ```\n\n## Summary: The Complete Flow\n\n```\nconfig.json \n  ↓ (parse via config.Init)\nconfig.Keys.EnableResampling \n  ↓ (in request handler)\nresamplingForUser(userConfig) \n  → checks plotConfiguration_resamplePolicy\n  → creates policy-derived ResampleConfig with TargetPoints + Trigger\n  ↓\nweb.Page.Resampling \n  ↓ (template injection)\nconst resampleConfig = {{ .Resampling }}\n  ↓\nFrontend components via getContext(\"resampling\")\n  ↓ (on zoom in MetricPlot)\nComputes new resolution dynamically:\n  newRes = ceil(visibleDuration / targetPoints / nativeTimestep) * nativeTimestep\n  ↓ (dispatches onZoom event)\nGraphQL jobMetrics query with new resolution + resampleAlgo\n  ↓\nresolveResolutionFromPolicy() + resolveResampleAlgo()\n  ↓\nmetricdispatch.LoadData(resolution, resampleAlgo)\n  ↓\nApplies resampler.GetResampler(algoName) to archived data\n  ↓\nReturns downsampled metric data\n```\n\n## Key Files\n\n1. `/Users/jan/prg/ClusterCockpit/cc-backend/internal/config/config.go` - ResampleConfig struct\n2. `/Users/jan/prg/ClusterCockpit/cc-backend/internal/metricdispatch/resamplepolicy.go` - Policy definitions and computation\n3. `/Users/jan/prg/ClusterCockpit/cc-backend/internal/metricdispatch/resamplepolicy_test.go` - Test cases\n4. `/Users/jan/prg/ClusterCockpit/cc-backend/internal/graph/resample.go` - Resolution resolution logic\n5. `/Users/jan/prg/ClusterCockpit/cc-backend/internal/graph/schema.resolvers.go` - GraphQL resolver implementation\n6. `/Users/jan/prg/ClusterCockpit/cc-backend/internal/routerConfig/routes.go` - resamplingForUser() function\n7. `/Users/jan/prg/ClusterCockpit/cc-backend/api/schema.graphqls` - ResampleAlgo enum and query parameters\n8. `/Users/jan/prg/ClusterCockpit/cc-backend/web/web.go` - Page struct and UI config\n9. `/Users/jan/prg/ClusterCockpit/cc-backend/web/frontend/src/config/user/PlotRenderOptions.svelte` - User UI\n10. `/Users/jan/prg/ClusterCockpit/cc-backend/web/frontend/src/generic/plots/MetricPlot.svelte` - Dynamic resolution computation\n11. `/Users/jan/prg/ClusterCockpit/cc-backend/web/frontend/src/job/Metric.svelte` - Metric wrapper component\n12. `/Users/jan/prg/ClusterCockpit/cc-backend/internal/metricdispatch/dataLoader.go` - Data loading and resampling"},{"type":"text","text":"agentId: a94d541086ef2e733 (use SendMessage with to: 'a94d541086ef2e733' to continue this agent)\n<usage>total_tokens: 77461\ntool_uses: 41\nduration_ms: 418529</usage>"}]}]},"uuid":"a8c1f5f2-6ad9-4230-9d97-10f283570a01","timestamp":"2026-03-20T06:21:59.043Z","toolUseResult":{"status":"completed","prompt":"Explore the policy-based resampling approach in this codebase. I need to understand:\n\n1. Look at the recent git commits, especially \"Replace explicit resampling config with policy based approach\" (commit 0069c86e) and \"Introduce average resampler support\" (c0d2d65f). Run `git show 0069c86e` and `git show c0d2d65f` to see the full diffs.\n\n2. Look at `internal/config/config.go` - specifically the `ResampleConfig` struct and how `EnableResampling` is used. How does the config.json `\"resampling\"` key map to the Go struct?\n\n3. Look at `web/web.go` - how is the resampling config passed to the frontend? What does the `Resampling` field in page data look like?\n\n4. Look at `internal/routerConfig/routes.go` - how is the resampling config used when rendering pages?\n\n5. Look at the GraphQL schema (`api/schema.graphqls`) and resolvers (`internal/graph/schema.resolvers.go`) for any resolution/resample parameters in queries like `jobMetrics` or similar.\n\n6. Look at how resolution is computed from policy - search for \"policy\" or \"targetPoints\" or \"TargetPoints\" in the codebase.\n\n7. Check `web/frontend/src/config/user/PlotRenderOptions.svelte` for the resample policy and algorithm UI options.\n\nBe very thorough - I need to understand the full flow from config.json -> Go config -> frontend context -> GraphQL query -> metric loading.","agentId":"a94d541086ef2e733","content":[{"type":"text","text":"Perfect! Now I have all the information I need. Let me provide a comprehensive summary of the policy-based resampling approach.\n\n## Comprehensive Exploration: Policy-Based Resampling Approach\n\nI've traced through the complete flow of the policy-based resampling system. Here's what I found:\n\n### 1. Configuration Structure (config.json → Go Code)\n\n**File: `/Users/jan/prg/ClusterCockpit/cc-backend/internal/config/config.go`**\n\nThe `ResampleConfig` struct now includes a new field:\n- `MinimumPoints`: int (minimum points before resampling triggers)\n- `Resolutions`: []int (array of target resolutions in seconds, e.g., [600, 300, 60])\n- `Trigger`: int (threshold for switching between resolution levels)\n- **`TargetPoints`: int (NEW - policy-derived target point count, set dynamically, NOT from config.json)**\n\nThe config.json mapping example from `configs/config.json`:\n```json\n\"resampling\": {\n  \"minimum-points\": 600,\n  \"trigger\": 180,\n  \"resolutions\": [240, 60]\n}\n```\n\n### 2. Resample Policy System\n\n**Files: `/Users/jan/prg/ClusterCockpit/cc-backend/internal/metricdispatch/resamplepolicy.go` and `resamplepolicy_test.go`**\n\nDefines three policies with target point counts:\n- `ResamplePolicyLow` = 200 points\n- `ResamplePolicyMedium` = 500 points  \n- `ResamplePolicyHigh` = 1000 points\n\nKey function `ComputeResolution(duration, frequency, targetPoints)`:\n- Takes job/time-window duration, metric frequency (timestep in seconds), and target points\n- Returns optimal resolution in seconds that achieves the target point count\n- Formula: `resolution = ceil(duration / targetPoints) / frequency * frequency`\n- Returns 0 if data already at or below target points\n\nTest cases show examples:\n- 24h job @ 60s frequency, low policy (200 pts) → 480s resolution\n- 24h job @ 60s frequency, medium policy (500 pts) → 180s resolution\n- 24h job @ 60s frequency, high policy (1000 pts) → 120s resolution\n\n### 3. Backend: Resolution Resolution (GraphQL Resolvers)\n\n**File: `/Users/jan/prg/ClusterCockpit/cc-backend/internal/graph/resample.go`**\n\nTwo key functions:\n\n**`resolveResolutionFromPolicy(ctx, duration, cluster, metrics)`:**\n- Checks if user has a resample policy set in UI config (`plotConfiguration_resamplePolicy`)\n- Converts policy string (\"low\", \"medium\", \"high\") to ResamplePolicy enum\n- Gets target points for that policy\n- Finds smallest metric frequency across requested metrics\n- Calls `ComputeResolution()` to calculate actual resolution\n- Returns computed resolution, or nil if no policy set\n\n**`resolveResampleAlgo(ctx, resampleAlgo)`:**\n- Checks explicit GraphQL parameter first\n- Falls back to user's `plotConfiguration_resampleAlgo` preference\n- Returns algorithm name (\"lttb\", \"average\", \"simple\") or empty string\n\n### 4. Backend: Metric Query Resolution (GraphQL Schema)\n\n**File: `/Users/jan/prg/ClusterCockpit/cc-backend/api/schema.graphqls`**\n\nNew enum added to schema:\n```graphql\nenum ResampleAlgo {\n  LTTB\n  AVERAGE\n  SIMPLE\n}\n```\n\nTwo queries accept resolution and resampling parameters:\n- `jobMetrics(id, metrics, scopes, resolution, resampleAlgo): [JobMetricWithName!]!`\n- `nodeMetricsList(..., resolution, resampleAlgo): NodesResultList!`\n\n### 5. Backend: GraphQL Resolver Implementation\n\n**File: `/Users/jan/prg/ClusterCockpit/cc-backend/internal/graph/schema.resolvers.go`**\n\n**`JobMetrics()` resolver (line 501):**\n```\nResolution priority: explicit param > user policy > global config > 0\n```\n- If `resolution == nil`, calls `resolveResolutionFromPolicy(ctx, job.Duration, job.Cluster, metrics)`\n- If still nil, falls back to max resolution from global config\n- Resolves resample algorithm via `resolveResampleAlgo(ctx, resampleAlgo)`\n- Passes both to `metricdispatch.LoadData(job, metrics, scopes, ctx, resolution, algoName)`\n\n**`NodeMetricsList()` resolver (line 881):**\n- Similar flow but computes duration from time range: `duration = to.Sub(from).Seconds()`\n- Same resolution resolution priority chain\n\n### 6. Backend: Routing & Page Context\n\n**File: `/Users/jan/prg/ClusterCockpit/cc-backend/internal/routerConfig/routes.go`**\n\n**Key function `resamplingForUser(conf)`:**\n- Takes user's UI config map\n- Checks for `plotConfiguration_resamplePolicy` key\n- If present and valid, extracts policy string\n- Creates policy-derived `ResampleConfig`:\n  - `TargetPoints`: from `TargetPointsForPolicy(policy)`\n  - `Trigger`: `targetPoints / 4`\n  - **NO** `Resolutions` array (policy-based uses dynamic computation)\n- Falls back to global `config.Keys.EnableResampling` if no policy set\n\nThis modified config is passed to frontend via `web.Page.Resampling`.\n\n### 7. Web Configuration\n\n**File: `/Users/jan/prg/ClusterCockpit/cc-backend/web/web.go`**\n\nNew fields added to `PlotConfiguration` struct:\n```go\nResampleAlgo    string   `json:\"resample-algo\"`\nResamplePolicy  string   `json:\"resample-policy\"`\n```\n\nThese map to UI defaults map:\n```go\nUIDefaultsMap[\"plotConfiguration_resampleAlgo\"] = UIDefaults.PlotConfiguration.ResampleAlgo\nUIDefaultsMap[\"plotConfiguration_resamplePolicy\"] = UIDefaults.PlotConfiguration.ResamplePolicy\n```\n\n### 8. Frontend: HTML Templates\n\n**File: `/Users/jan/prg/ClusterCockpit/cc-backend/web/templates/monitoring/job.tmpl`** (and similar files)\n\nResampling config injected as JavaScript global:\n```javascript\nconst resampleConfig = {{ .Resampling }};\n```\n\nThis makes it available to Svelte components via context retrieval.\n\n### 9. Frontend: Context Setup\n\n**File: `/Users/jan/prg/ClusterCockpit/cc-backend/web/frontend/src/generic/utils.js`**\n\nThe `init()` function does NOT set up \"resampling\" context. Instead, the resampling config is available globally as a JavaScript variable from the template.\n\n### 10. Frontend: Component Usage (Svelte)\n\n**File: `/Users/jan/prg/ClusterCockpit/cc-backend/web/frontend/src/generic/plots/MetricPlot.svelte`**\n\nComponents retrieve it via:\n```javascript\nconst resampleConfig = getContext(\"resampling\");\n```\n\nHowever, looking at the template injection, it seems the context must be set up by the root component. Key derived values:\n\n```javascript\nconst resampleTrigger = resampleConfig?.trigger ? Number(resampleConfig.trigger) : (resampleConfig?.targetPoints ? Math.floor(resampleConfig.targetPoints / 4) : null);\nconst resampleResolutions = resampleConfig?.resolutions ? [...resampleConfig.resolutions] : null;\nconst resampleMinimum = resampleConfig?.resolutions ? Math.min(...resampleConfig.resolutions) : null;\nconst resampleTargetPoints = resampleConfig?.targetPoints ? Number(resampleConfig.targetPoints) : null;\n```\n\n**Zoom handling logic (line 515):**\n- If policy-based (`resampleTargetPoints && !resampleResolutions`):\n  - Computes resolution dynamically: `visibleDuration / resampleTargetPoints / nativeTimestep`\n  - Rounds up to nearest multiple of native timestep\n  \n- If array-based (`resampleResolutions`):\n  - Finds closest pre-configured resolution\n\n### 11. Frontend: UI Configuration\n\n**File: `/Users/jan/prg/ClusterCockpit/cc-backend/web/frontend/src/config/user/PlotRenderOptions.svelte`**\n\nProvides two user-facing controls:\n\n**Resample Policy** (lines 226-267):\n- Radio buttons for: \"\", \"low\", \"medium\", \"high\"\n- Default = empty string\n- Posts to `/frontend/configuration/` with key `plotConfiguration_resamplePolicy`\n- Help text explains: \"Controls how many data points are shown in metric plots. Low = fast overview (~200 points), Medium = balanced (~500), High = maximum detail (~1000).\"\n\n**Resample Algorithm** (lines 269-310):\n- Radio buttons for: \"\", \"lttb\", \"average\", \"simple\"\n- Posts to `/frontend/configuration/` with key `plotConfiguration_resampleAlgo`\n- Help text: \"Algorithm used when downsampling time-series data. LTTB preserves visual shape, Average smooths data, Simple picks every Nth point.\"\n\nBoth only shown if `resamplingEnabled` (which checks if resampleConfig is set).\n\n### 12. Data Loading\n\n**File: `/Users/jan/prg/ClusterCockpit/cc-backend/internal/metricdispatch/dataLoader.go`**\n\n**`LoadData()` function (line 86):**\n- Takes `resolution int` and `resampleAlgo string` parameters\n- For archived data, uses `resampler.GetResampler(resampleAlgo)` to get the appropriate resampling function\n- Applies resampling to each data series:\n  ```\n  resampleFn(data, timestep, resolution) → (resampled_data, new_timestep, error)\n  ```\n\n## Summary: The Complete Flow\n\n```\nconfig.json \n  ↓ (parse via config.Init)\nconfig.Keys.EnableResampling \n  ↓ (in request handler)\nresamplingForUser(userConfig) \n  → checks plotConfiguration_resamplePolicy\n  → creates policy-derived ResampleConfig with TargetPoints + Trigger\n  ↓\nweb.Page.Resampling \n  ↓ (template injection)\nconst resampleConfig = {{ .Resampling }}\n  ↓\nFrontend components via getContext(\"resampling\")\n  ↓ (on zoom in MetricPlot)\nComputes new resolution dynamically:\n  newRes = ceil(visibleDuration / targetPoints / nativeTimestep) * nativeTimestep\n  ↓ (dispatches onZoom event)\nGraphQL jobMetrics query with new resolution + resampleAlgo\n  ↓\nresolveResolutionFromPolicy() + resolveResampleAlgo()\n  ↓\nmetricdispatch.LoadData(resolution, resampleAlgo)\n  ↓\nApplies resampler.GetResampler(algoName) to archived data\n  ↓\nReturns downsampled metric data\n```\n\n## Key Files\n\n1. `/Users/jan/prg/ClusterCockpit/cc-backend/internal/config/config.go` - ResampleConfig struct\n2. `/Users/jan/prg/ClusterCockpit/cc-backend/internal/metricdispatch/resamplepolicy.go` - Policy definitions and computation\n3. `/Users/jan/prg/ClusterCockpit/cc-backend/internal/metricdispatch/resamplepolicy_test.go` - Test cases\n4. `/Users/jan/prg/ClusterCockpit/cc-backend/internal/graph/resample.go` - Resolution resolution logic\n5. `/Users/jan/prg/ClusterCockpit/cc-backend/internal/graph/schema.resolvers.go` - GraphQL resolver implementation\n6. `/Users/jan/prg/ClusterCockpit/cc-backend/internal/routerConfig/routes.go` - resamplingForUser() function\n7. `/Users/jan/prg/ClusterCockpit/cc-backend/api/schema.graphqls` - ResampleAlgo enum and query parameters\n8. `/Users/jan/prg/ClusterCockpit/cc-backend/web/web.go` - Page struct and UI config\n9. `/Users/jan/prg/ClusterCockpit/cc-backend/web/frontend/src/config/user/PlotRenderOptions.svelte` - User UI\n10. `/Users/jan/prg/ClusterCockpit/cc-backend/web/frontend/src/generic/plots/MetricPlot.svelte` - Dynamic resolution computation\n11. `/Users/jan/prg/ClusterCockpit/cc-backend/web/frontend/src/job/Metric.svelte` - Metric wrapper component\n12. `/Users/jan/prg/ClusterCockpit/cc-backend/internal/metricdispatch/dataLoader.go` - Data loading and resampling"}],"totalDurationMs":418529,"totalTokens":77461,"totalToolUseCount":41,"usage":{"input_tokens":0,"cache_creation_input_tokens":1109,"cache_read_input_tokens":73138,"output_tokens":3214,"server_tool_use":{"web_search_requests":0,"web_fetch_requests":0},"service_tier":"standard","cache_creation":{"ephemeral_1h_input_tokens":0,"ephemeral_5m_input_tokens":1109},"inference_geo":"","iterations":[],"speed":"standard"}},"sourceToolAssistantUUID":"481a8fc7-0ca3-4d24-a006-c75faae32363","userType":"external","entrypoint":"cli","cwd":"/Users/jan/prg/ClusterCockpit/cc-backend/web/frontend","sessionId":"f8d732b5-ee26-4579-bdeb-237fa0cb9261","version":"2.1.80","gitBranch":"feature/526-average-resample","slug":"bubbly-shimmying-sedgewick"}
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+{"parentUuid":"53b9591e-b6ac-4279-a199-af937e0821e9","isSidechain":false,"message":{"model":"claude-opus-4-6","id":"msg_01WmvtGYHvXLQbjTSBGDCm9u","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_011JzguGhvu5W4BT2sAWJZu6","name":"Read","input":{"file_path":"/Users/jan/prg/ClusterCockpit/cc-backend/internal/config/config.go","offset":60,"limit":30},"caller":{"type":"direct"}}],"stop_reason":null,"stop_sequence":null,"usage":{"input_tokens":1,"cache_creation_input_tokens":3833,"cache_read_input_tokens":40124,"cache_creation":{"ephemeral_5m_input_tokens":0,"ephemeral_1h_input_tokens":3833},"output_tokens":8,"service_tier":"standard","inference_geo":"not_available"}},"requestId":"req_011CZDrH4dmzQBjyXyi3Q1oo","type":"assistant","uuid":"641dfb4b-702b-446b-bed1-4adcb7e1043d","timestamp":"2026-03-20T06:22:10.887Z","userType":"external","entrypoint":"cli","cwd":"/Users/jan/prg/ClusterCockpit/cc-backend/web/frontend","sessionId":"f8d732b5-ee26-4579-bdeb-237fa0cb9261","version":"2.1.80","gitBranch":"feature/526-average-resample","slug":"bubbly-shimmying-sedgewick"}
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+{"parentUuid":"641dfb4b-702b-446b-bed1-4adcb7e1043d","isSidechain":false,"promptId":"c3f542cb-4fe2-4b91-a8a5-c26c99151d6f","type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_011JzguGhvu5W4BT2sAWJZu6","type":"tool_result","content":"    60→\tMachineStateDir string `json:\"machine-state-dir\"`\n    61→\n    62→\t// If not zero, automatically mark jobs as stopped running X seconds longer than their walltime.\n    63→\tStopJobsExceedingWalltime int `json:\"stop-jobs-exceeding-walltime\"`\n    64→\n    65→\t// Defines time X in seconds in which jobs are considered to be \"short\" and will be filtered in specific views.\n    66→\tShortRunningJobsDuration int `json:\"short-running-jobs-duration\"`\n    67→\n    68→\t// Energy Mix CO2 Emission Constant [g/kWh]\n    69→\t// If entered, displays estimated CO2 emission for job based on jobs totalEnergy\n    70→\tEmissionConstant int `json:\"emission-constant\"`\n    71→\n    72→\t// If exists, will enable dynamic zoom in frontend metric plots using the configured values\n    73→\tEnableResampling *ResampleConfig `json:\"resampling\"`\n    74→\n    75→\t// Systemd unit name for log viewer (default: \"clustercockpit\")\n    76→\tSystemdUnit string `json:\"systemd-unit\"`\n    77→\n    78→\t// Node state retention configuration\n    79→\tNodeStateRetention *NodeStateRetention `json:\"nodestate-retention\"`\n    80→\n    81→\t// Database tuning configuration\n    82→\tDbConfig *DbConfig `json:\"db-config\"`\n    83→}\n    84→\n    85→type DbConfig struct {\n    86→\tCacheSizeMB               int `json:\"cache-size-mb\"`\n    87→\tSoftHeapLimitMB           int `json:\"soft-heap-limit-mb\"`\n    88→\tMaxOpenConnections        int `json:\"max-open-connections\"`\n    89→\tMaxIdleConnections        int `json:\"max-idle-connections\"`"}]},"uuid":"3d323dec-b58f-4d36-8590-b093bde9e6f7","timestamp":"2026-03-20T06:22:10.899Z","toolUseResult":{"type":"text","file":{"filePath":"/Users/jan/prg/ClusterCockpit/cc-backend/internal/config/config.go","content":"\tMachineStateDir string `json:\"machine-state-dir\"`\n\n\t// If not zero, automatically mark jobs as stopped running X seconds longer than their walltime.\n\tStopJobsExceedingWalltime int `json:\"stop-jobs-exceeding-walltime\"`\n\n\t// Defines time X in seconds in which jobs are considered to be \"short\" and will be filtered in specific views.\n\tShortRunningJobsDuration int `json:\"short-running-jobs-duration\"`\n\n\t// Energy Mix CO2 Emission Constant [g/kWh]\n\t// If entered, displays estimated CO2 emission for job based on jobs totalEnergy\n\tEmissionConstant int `json:\"emission-constant\"`\n\n\t// If exists, will enable dynamic zoom in frontend metric plots using the configured values\n\tEnableResampling *ResampleConfig `json:\"resampling\"`\n\n\t// Systemd unit name for log viewer (default: \"clustercockpit\")\n\tSystemdUnit string `json:\"systemd-unit\"`\n\n\t// Node state retention configuration\n\tNodeStateRetention *NodeStateRetention `json:\"nodestate-retention\"`\n\n\t// Database tuning configuration\n\tDbConfig *DbConfig `json:\"db-config\"`\n}\n\ntype DbConfig struct {\n\tCacheSizeMB               int `json:\"cache-size-mb\"`\n\tSoftHeapLimitMB           int `json:\"soft-heap-limit-mb\"`\n\tMaxOpenConnections        int `json:\"max-open-connections\"`\n\tMaxIdleConnections        int `json:\"max-idle-connections\"`","numLines":30,"startLine":60,"totalLines":164}},"sourceToolAssistantUUID":"641dfb4b-702b-446b-bed1-4adcb7e1043d","userType":"external","entrypoint":"cli","cwd":"/Users/jan/prg/ClusterCockpit/cc-backend/web/frontend","sessionId":"f8d732b5-ee26-4579-bdeb-237fa0cb9261","version":"2.1.80","gitBranch":"feature/526-average-resample","slug":"bubbly-shimmying-sedgewick"}
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+{"parentUuid":"d2532447-fc0a-4531-9484-eb433132f6e2","isSidechain":false,"type":"progress","data":{"type":"hook_progress","hookEvent":"PostToolUse","hookName":"PostToolUse:Read","command":"callback"},"parentToolUseID":"toolu_01YXwNrB85V5QB6QX9eyxCmM","toolUseID":"toolu_01YXwNrB85V5QB6QX9eyxCmM","timestamp":"2026-03-20T06:22:11.427Z","uuid":"0c79154f-46ac-4c01-a4f3-b3ee5284a4e3","userType":"external","entrypoint":"cli","cwd":"/Users/jan/prg/ClusterCockpit/cc-backend/web/frontend","sessionId":"f8d732b5-ee26-4579-bdeb-237fa0cb9261","version":"2.1.80","gitBranch":"feature/526-average-resample","slug":"bubbly-shimmying-sedgewick"}
+{"parentUuid":"d2532447-fc0a-4531-9484-eb433132f6e2","isSidechain":false,"promptId":"c3f542cb-4fe2-4b91-a8a5-c26c99151d6f","type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01YXwNrB85V5QB6QX9eyxCmM","type":"tool_result","content":"   490→\n   491→\t\t\t// Get User -> What if NIL?\n   492→\t\t\tuser := repository.GetUserFromContext(r.Context())\n   493→\n   494→\t\t\t// Get Roles\n   495→\t\t\tavailableRoles, _ := schema.GetValidRolesMap(user)\n   496→\n   497→\t\t\tresampling := resamplingForUser(conf)\n   498→\n   499→\t\t\tpage := web.Page{\n   500→\t\t\t\tTitle:      title,\n   501→\t\t\t\tUser:       *user,\n   502→\t\t\t\tRoles:      availableRoles,\n   503→\t\t\t\tBuild:      buildInfo,\n   504→\t\t\t\tConfig:     conf,\n   505→\t\t\t\tResampling: resampling,\n   506→\t\t\t\tInfos:      infos,\n   507→\t\t\t}\n   508→\n   509→\t\t\tif route.Filter {\n   510→\t\t\t\tpage.FilterPresets = buildFilterPresets(r.URL.Query())\n   511→\t\t\t}\n   512→\n   513→\t\t\tweb.RenderTemplate(rw, route.Template, &page)\n   514→\t\t})\n   515→\t}\n   516→}\n   517→\n   518→func HandleSearchBar(rw http.ResponseWriter, r *http.Request, buildInfo web.Build) {\n   519→\tuser := repository.GetUserFromContext(r.Context())\n   520→\tavailableRoles, _ := schema.GetValidRolesMap(user)\n   521→\n   522→\tif search := r.URL.Query().Get(\"searchId\"); search != \"\" {\n   523→\t\trepo := repository.GetJobRepository()\n   524→\t\tsplitSearch := strings.Split(search, \":\")\n   525→\n   526→\t\tif len(splitSearch) == 2 {\n   527→\t\t\tswitch strings.Trim(splitSearch[0], \" \") {\n   528→\t\t\tcase \"jobId\":\n   529→\t\t\t\thttp.Redirect(rw, r, \"/monitoring/jobs/?jobId=\"+url.QueryEscape(strings.Trim(splitSearch[1], \" \")), http.StatusFound) // All Users: Redirect to Tablequery\n   530→\t\t\tcase \"jobName\":\n   531→\t\t\t\t// Add Last 30 Days to migitate timeouts\n   532→\t\t\t\tuntilTime := strconv.FormatInt(time.Now().Unix(), 10)\n   533→\t\t\t\tfromTime := strconv.FormatInt((time.Now().Unix() - int64(30*24*3600)), 10)\n   534→\n   535→\t\t\t\thttp.Redirect(rw, r, \"/monitoring/jobs/?startTime=\"+fromTime+\"-\"+untilTime+\"&jobName=\"+url.QueryEscape(strings.Trim(splitSearch[1], \" \")), http.StatusFound) // All Users: Redirect to Tablequery\n   536→\t\t\tcase \"projectId\":\n   537→\t\t\t\thttp.Redirect(rw, r, \"/monitoring/jobs/?projectMatch=eq&project=\"+url.QueryEscape(strings.Trim(splitSearch[1], \" \")), http.StatusFound) // All Users: Redirect to Tablequery\n   538→\t\t\tcase \"arrayJobId\":\n   539→\t\t\t\t// Add Last 30 Days to migitate timeouts"}]},"uuid":"e43701b0-4622-4b35-9e95-de9cef5de2f7","timestamp":"2026-03-20T06:22:11.426Z","toolUseResult":{"type":"text","file":{"filePath":"/Users/jan/prg/ClusterCockpit/cc-backend/internal/routerConfig/routes.go","content":"\n\t\t\t// Get User -> What if NIL?\n\t\t\tuser := repository.GetUserFromContext(r.Context())\n\n\t\t\t// Get Roles\n\t\t\tavailableRoles, _ := schema.GetValidRolesMap(user)\n\n\t\t\tresampling := resamplingForUser(conf)\n\n\t\t\tpage := web.Page{\n\t\t\t\tTitle:      title,\n\t\t\t\tUser:       *user,\n\t\t\t\tRoles:      availableRoles,\n\t\t\t\tBuild:      buildInfo,\n\t\t\t\tConfig:     conf,\n\t\t\t\tResampling: resampling,\n\t\t\t\tInfos:      infos,\n\t\t\t}\n\n\t\t\tif route.Filter {\n\t\t\t\tpage.FilterPresets = buildFilterPresets(r.URL.Query())\n\t\t\t}\n\n\t\t\tweb.RenderTemplate(rw, route.Template, &page)\n\t\t})\n\t}\n}\n\nfunc HandleSearchBar(rw http.ResponseWriter, r *http.Request, buildInfo web.Build) {\n\tuser := repository.GetUserFromContext(r.Context())\n\tavailableRoles, _ := schema.GetValidRolesMap(user)\n\n\tif search := r.URL.Query().Get(\"searchId\"); search != \"\" {\n\t\trepo := repository.GetJobRepository()\n\t\tsplitSearch := strings.Split(search, \":\")\n\n\t\tif len(splitSearch) == 2 {\n\t\t\tswitch strings.Trim(splitSearch[0], \" \") {\n\t\t\tcase \"jobId\":\n\t\t\t\thttp.Redirect(rw, r, \"/monitoring/jobs/?jobId=\"+url.QueryEscape(strings.Trim(splitSearch[1], \" \")), http.StatusFound) // All Users: Redirect to Tablequery\n\t\t\tcase \"jobName\":\n\t\t\t\t// Add Last 30 Days to migitate timeouts\n\t\t\t\tuntilTime := strconv.FormatInt(time.Now().Unix(), 10)\n\t\t\t\tfromTime := strconv.FormatInt((time.Now().Unix() - int64(30*24*3600)), 10)\n\n\t\t\t\thttp.Redirect(rw, r, \"/monitoring/jobs/?startTime=\"+fromTime+\"-\"+untilTime+\"&jobName=\"+url.QueryEscape(strings.Trim(splitSearch[1], \" \")), http.StatusFound) // All Users: Redirect to Tablequery\n\t\t\tcase \"projectId\":\n\t\t\t\thttp.Redirect(rw, r, \"/monitoring/jobs/?projectMatch=eq&project=\"+url.QueryEscape(strings.Trim(splitSearch[1], \" \")), http.StatusFound) // All Users: Redirect to Tablequery\n\t\t\tcase \"arrayJobId\":\n\t\t\t\t// Add Last 30 Days to migitate timeouts","numLines":50,"startLine":490,"totalLines":621}},"sourceToolAssistantUUID":"d2532447-fc0a-4531-9484-eb433132f6e2","userType":"external","entrypoint":"cli","cwd":"/Users/jan/prg/ClusterCockpit/cc-backend/web/frontend","sessionId":"f8d732b5-ee26-4579-bdeb-237fa0cb9261","version":"2.1.80","gitBranch":"feature/526-average-resample","slug":"bubbly-shimmying-sedgewick"}
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+{"parentUuid":"6adbbb0d-77e3-4221-ba4d-44c784e653aa","isSidechain":false,"type":"progress","data":{"type":"hook_progress","hookEvent":"PostToolUse","hookName":"PostToolUse:Read","command":"callback"},"parentToolUseID":"toolu_01Vf74QuLw1LD75YYMSxERPN","toolUseID":"toolu_01Vf74QuLw1LD75YYMSxERPN","timestamp":"2026-03-20T06:22:11.814Z","uuid":"6e569d46-f4f7-47b1-a9c2-4f3e18fb1249","userType":"external","entrypoint":"cli","cwd":"/Users/jan/prg/ClusterCockpit/cc-backend/web/frontend","sessionId":"f8d732b5-ee26-4579-bdeb-237fa0cb9261","version":"2.1.80","gitBranch":"feature/526-average-resample","slug":"bubbly-shimmying-sedgewick"}
+{"parentUuid":"6adbbb0d-77e3-4221-ba4d-44c784e653aa","isSidechain":false,"promptId":"c3f542cb-4fe2-4b91-a8a5-c26c99151d6f","type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01Vf74QuLw1LD75YYMSxERPN","type":"tool_result","content":"     1→// Copyright (C) NHR@FAU, University Erlangen-Nuremberg.\n     2→// All rights reserved. This file is part of cc-backend.\n     3→// Use of this source code is governed by a MIT-style\n     4→// license that can be found in the LICENSE file.\n     5→package graph\n     6→\n     7→import (\n     8→\t\"context\"\n     9→\t\"strings\"\n    10→\n    11→\t\"github.com/ClusterCockpit/cc-backend/internal/graph/model\"\n    12→\t\"github.com/ClusterCockpit/cc-backend/internal/metricdispatch\"\n    13→\t\"github.com/ClusterCockpit/cc-backend/internal/repository\"\n    14→\t\"github.com/ClusterCockpit/cc-backend/pkg/archive\"\n    15→)\n    16→\n    17→// resolveResolutionFromPolicy reads the user's resample policy preference and\n    18→// computes a resolution based on job duration and metric frequency. Returns nil\n    19→// if the user has no policy set.\n    20→func resolveResolutionFromPolicy(ctx context.Context, duration int64, cluster string, metrics []string) *int {\n    21→\tuser := repository.GetUserFromContext(ctx)\n    22→\tif user == nil {\n    23→\t\treturn nil\n    24→\t}\n    25→\n    26→\tconf, err := repository.GetUserCfgRepo().GetUIConfig(user)\n    27→\tif err != nil {\n    28→\t\treturn nil\n    29→\t}\n    30→\n    31→\tpolicyVal, ok := conf[\"plotConfiguration_resamplePolicy\"]\n    32→\tif !ok {\n    33→\t\treturn nil\n    34→\t}\n    35→\tpolicyStr, ok := policyVal.(string)\n    36→\tif !ok || policyStr == \"\" {\n    37→\t\treturn nil\n    38→\t}\n    39→\n    40→\tpolicy := metricdispatch.ResamplePolicy(policyStr)\n    41→\ttargetPoints := metricdispatch.TargetPointsForPolicy(policy)\n    42→\tif targetPoints == 0 {\n    43→\t\treturn nil\n    44→\t}\n    45→\n    46→\t// Find the smallest metric frequency across the requested metrics\n    47→\tfrequency := smallestFrequency(cluster, metrics)\n    48→\tif frequency <= 0 {\n    49→\t\treturn nil\n    50→\t}\n    51→\n    52→\tres := metricdispatch.ComputeResolution(duration, int64(frequency), targetPoints)\n    53→\treturn &res\n    54→}\n    55→\n    56→// resolveResampleAlgo returns the resampling algorithm name to use, checking\n    57→// the explicit GraphQL parameter first, then the user's preference.\n    58→func resolveResampleAlgo(ctx context.Context, resampleAlgo *model.ResampleAlgo) string {\n    59→\tif resampleAlgo != nil {\n    60→\t\treturn strings.ToLower(resampleAlgo.String())\n    61→\t}\n    62→\n    63→\tuser := repository.GetUserFromContext(ctx)\n    64→\tif user == nil {\n    65→\t\treturn \"\"\n    66→\t}\n    67→\n    68→\tconf, err := repository.GetUserCfgRepo().GetUIConfig(user)\n    69→\tif err != nil {\n    70→\t\treturn \"\"\n    71→\t}\n    72→\n    73→\talgoVal, ok := conf[\"plotConfiguration_resampleAlgo\"]\n    74→\tif !ok {\n    75→\t\treturn \"\"\n    76→\t}\n    77→\talgoStr, ok := algoVal.(string)\n    78→\tif !ok {\n    79→\t\treturn \"\"\n    80→\t}\n    81→\n    82→\treturn algoStr\n    83→}\n    84→\n    85→// smallestFrequency returns the smallest metric timestep (in seconds) among the\n    86→// requested metrics for the given cluster. Falls back to 0 if nothing is found.\n    87→func smallestFrequency(cluster string, metrics []string) int {\n    88→\tcl := archive.GetCluster(cluster)\n    89→\tif cl == nil {\n    90→\t\treturn 0\n    91→\t}\n    92→\n    93→\tminFreq := 0\n    94→\tfor _, mc := range cl.MetricConfig {\n    95→\t\tif len(metrics) > 0 {\n    96→\t\t\tfound := false\n    97→\t\t\tfor _, m := range metrics {\n    98→\t\t\t\tif mc.Name == m {\n    99→\t\t\t\t\tfound = true\n   100→\t\t\t\t\tbreak\n   101→\t\t\t\t}\n   102→\t\t\t}\n   103→\t\t\tif !found {\n   104→\t\t\t\tcontinue\n   105→\t\t\t}\n   106→\t\t}\n   107→\t\tif minFreq == 0 || mc.Timestep < minFreq {\n   108→\t\t\tminFreq = mc.Timestep\n   109→\t\t}\n   110→\t}\n   111→\n   112→\treturn minFreq\n   113→}\n   114→"}]},"uuid":"bb6aded4-528c-4ab5-90c9-9334fa273acb","timestamp":"2026-03-20T06:22:11.814Z","toolUseResult":{"type":"text","file":{"filePath":"/Users/jan/prg/ClusterCockpit/cc-backend/internal/graph/resample.go","content":"// Copyright (C) NHR@FAU, University Erlangen-Nuremberg.\n// All rights reserved. This file is part of cc-backend.\n// Use of this source code is governed by a MIT-style\n// license that can be found in the LICENSE file.\npackage graph\n\nimport (\n\t\"context\"\n\t\"strings\"\n\n\t\"github.com/ClusterCockpit/cc-backend/internal/graph/model\"\n\t\"github.com/ClusterCockpit/cc-backend/internal/metricdispatch\"\n\t\"github.com/ClusterCockpit/cc-backend/internal/repository\"\n\t\"github.com/ClusterCockpit/cc-backend/pkg/archive\"\n)\n\n// resolveResolutionFromPolicy reads the user's resample policy preference and\n// computes a resolution based on job duration and metric frequency. Returns nil\n// if the user has no policy set.\nfunc resolveResolutionFromPolicy(ctx context.Context, duration int64, cluster string, metrics []string) *int {\n\tuser := repository.GetUserFromContext(ctx)\n\tif user == nil {\n\t\treturn nil\n\t}\n\n\tconf, err := repository.GetUserCfgRepo().GetUIConfig(user)\n\tif err != nil {\n\t\treturn nil\n\t}\n\n\tpolicyVal, ok := conf[\"plotConfiguration_resamplePolicy\"]\n\tif !ok {\n\t\treturn nil\n\t}\n\tpolicyStr, ok := policyVal.(string)\n\tif !ok || policyStr == \"\" {\n\t\treturn nil\n\t}\n\n\tpolicy := metricdispatch.ResamplePolicy(policyStr)\n\ttargetPoints := metricdispatch.TargetPointsForPolicy(policy)\n\tif targetPoints == 0 {\n\t\treturn nil\n\t}\n\n\t// Find the smallest metric frequency across the requested metrics\n\tfrequency := smallestFrequency(cluster, metrics)\n\tif frequency <= 0 {\n\t\treturn nil\n\t}\n\n\tres := metricdispatch.ComputeResolution(duration, int64(frequency), targetPoints)\n\treturn &res\n}\n\n// resolveResampleAlgo returns the resampling algorithm name to use, checking\n// the explicit GraphQL parameter first, then the user's preference.\nfunc resolveResampleAlgo(ctx context.Context, resampleAlgo *model.ResampleAlgo) string {\n\tif resampleAlgo != nil {\n\t\treturn strings.ToLower(resampleAlgo.String())\n\t}\n\n\tuser := repository.GetUserFromContext(ctx)\n\tif user == nil {\n\t\treturn \"\"\n\t}\n\n\tconf, err := repository.GetUserCfgRepo().GetUIConfig(user)\n\tif err != nil {\n\t\treturn \"\"\n\t}\n\n\talgoVal, ok := conf[\"plotConfiguration_resampleAlgo\"]\n\tif !ok {\n\t\treturn \"\"\n\t}\n\talgoStr, ok := algoVal.(string)\n\tif !ok {\n\t\treturn \"\"\n\t}\n\n\treturn algoStr\n}\n\n// smallestFrequency returns the smallest metric timestep (in seconds) among the\n// requested metrics for the given cluster. Falls back to 0 if nothing is found.\nfunc smallestFrequency(cluster string, metrics []string) int {\n\tcl := archive.GetCluster(cluster)\n\tif cl == nil {\n\t\treturn 0\n\t}\n\n\tminFreq := 0\n\tfor _, mc := range cl.MetricConfig {\n\t\tif len(metrics) > 0 {\n\t\t\tfound := false\n\t\t\tfor _, m := range metrics {\n\t\t\t\tif mc.Name == m {\n\t\t\t\t\tfound = true\n\t\t\t\t\tbreak\n\t\t\t\t}\n\t\t\t}\n\t\t\tif !found {\n\t\t\t\tcontinue\n\t\t\t}\n\t\t}\n\t\tif minFreq == 0 || mc.Timestep < minFreq {\n\t\t\tminFreq = mc.Timestep\n\t\t}\n\t}\n\n\treturn minFreq\n}\n","numLines":114,"startLine":1,"totalLines":114}},"sourceToolAssistantUUID":"6adbbb0d-77e3-4221-ba4d-44c784e653aa","userType":"external","entrypoint":"cli","cwd":"/Users/jan/prg/ClusterCockpit/cc-backend/web/frontend","sessionId":"f8d732b5-ee26-4579-bdeb-237fa0cb9261","version":"2.1.80","gitBranch":"feature/526-average-resample","slug":"bubbly-shimmying-sedgewick"}
+{"parentUuid":"bb6aded4-528c-4ab5-90c9-9334fa273acb","isSidechain":false,"message":{"model":"claude-opus-4-6","id":"msg_01Wd316FP2Y7M4h6Q8Qavwo9","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_01JEGCoT39kgqchhzP7Lr68Y","name":"Grep","input":{"pattern":"func resamplingForUser","path":"/Users/jan/prg/ClusterCockpit/cc-backend/internal/routerConfig/routes.go","output_mode":"content","-A":40},"caller":{"type":"direct"}}],"stop_reason":"tool_use","stop_sequence":null,"usage":{"input_tokens":1,"cache_creation_input_tokens":3321,"cache_read_input_tokens":43957,"output_tokens":137,"server_tool_use":{"web_search_requests":0,"web_fetch_requests":0},"service_tier":"standard","cache_creation":{"ephemeral_1h_input_tokens":3321,"ephemeral_5m_input_tokens":0},"inference_geo":"","iterations":[],"speed":"standard"}},"requestId":"req_011CZDrHyj8GfJeXgrGzJN3Q","type":"assistant","uuid":"67f854d7-e411-41cb-97e1-634b0c9f8842","timestamp":"2026-03-20T06:22:16.166Z","userType":"external","entrypoint":"cli","cwd":"/Users/jan/prg/ClusterCockpit/cc-backend/web/frontend","sessionId":"f8d732b5-ee26-4579-bdeb-237fa0cb9261","version":"2.1.80","gitBranch":"feature/526-average-resample","slug":"bubbly-shimmying-sedgewick"}
+{"parentUuid":"67f854d7-e411-41cb-97e1-634b0c9f8842","isSidechain":false,"type":"progress","data":{"type":"hook_progress","hookEvent":"PostToolUse","hookName":"PostToolUse:Grep","command":"callback"},"parentToolUseID":"toolu_01JEGCoT39kgqchhzP7Lr68Y","toolUseID":"toolu_01JEGCoT39kgqchhzP7Lr68Y","timestamp":"2026-03-20T06:22:16.182Z","uuid":"3039db3a-ef02-43e0-8d4f-483772ef0a0f","userType":"external","entrypoint":"cli","cwd":"/Users/jan/prg/ClusterCockpit/cc-backend/web/frontend","sessionId":"f8d732b5-ee26-4579-bdeb-237fa0cb9261","version":"2.1.80","gitBranch":"feature/526-average-resample","slug":"bubbly-shimmying-sedgewick"}
+{"parentUuid":"67f854d7-e411-41cb-97e1-634b0c9f8842","isSidechain":false,"promptId":"c3f542cb-4fe2-4b91-a8a5-c26c99151d6f","type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01JEGCoT39kgqchhzP7Lr68Y","type":"tool_result","content":"597:func resamplingForUser(conf map[string]any) *config.ResampleConfig {\n598-\tglobalCfg := config.Keys.EnableResampling\n599-\n600-\tpolicyVal, ok := conf[\"plotConfiguration_resamplePolicy\"]\n601-\tif !ok {\n602-\t\treturn globalCfg\n603-\t}\n604-\tpolicyStr, ok := policyVal.(string)\n605-\tif !ok || policyStr == \"\" {\n606-\t\treturn globalCfg\n607-\t}\n608-\n609-\tpolicy := metricdispatch.ResamplePolicy(policyStr)\n610-\ttargetPoints := metricdispatch.TargetPointsForPolicy(policy)\n611-\tif targetPoints == 0 {\n612-\t\treturn globalCfg\n613-\t}\n614-\n615-\t// Build a policy-derived config: targetPoints + trigger, no resolutions array\n616-\treturn &config.ResampleConfig{\n617-\t\tTargetPoints: targetPoints,\n618-\t\tTrigger:      targetPoints / 4,\n619-\t}\n620-}"}]},"uuid":"5a9e484a-8d24-43ff-847b-7daec99f9956","timestamp":"2026-03-20T06:22:16.182Z","toolUseResult":{"mode":"content","numFiles":0,"filenames":[],"content":"597:func resamplingForUser(conf map[string]any) *config.ResampleConfig {\n598-\tglobalCfg := config.Keys.EnableResampling\n599-\n600-\tpolicyVal, ok := conf[\"plotConfiguration_resamplePolicy\"]\n601-\tif !ok {\n602-\t\treturn globalCfg\n603-\t}\n604-\tpolicyStr, ok := policyVal.(string)\n605-\tif !ok || policyStr == \"\" {\n606-\t\treturn globalCfg\n607-\t}\n608-\n609-\tpolicy := metricdispatch.ResamplePolicy(policyStr)\n610-\ttargetPoints := metricdispatch.TargetPointsForPolicy(policy)\n611-\tif targetPoints == 0 {\n612-\t\treturn globalCfg\n613-\t}\n614-\n615-\t// Build a policy-derived config: targetPoints + trigger, no resolutions array\n616-\treturn &config.ResampleConfig{\n617-\t\tTargetPoints: targetPoints,\n618-\t\tTrigger:      targetPoints / 4,\n619-\t}\n620-}","numLines":24},"sourceToolAssistantUUID":"67f854d7-e411-41cb-97e1-634b0c9f8842","userType":"external","entrypoint":"cli","cwd":"/Users/jan/prg/ClusterCockpit/cc-backend/web/frontend","sessionId":"f8d732b5-ee26-4579-bdeb-237fa0cb9261","version":"2.1.80","gitBranch":"feature/526-average-resample","slug":"bubbly-shimmying-sedgewick"}
+{"parentUuid":"5a9e484a-8d24-43ff-847b-7daec99f9956","isSidechain":false,"message":{"model":"claude-opus-4-6","id":"msg_01Hb8D66pgt4izdRNMwEJxBd","type":"message","role":"assistant","content":[{"type":"text","text":"Now let me look at how the resolvers fall back to global config when no user policy is set."}],"stop_reason":null,"stop_sequence":null,"usage":{"input_tokens":1,"cache_creation_input_tokens":419,"cache_read_input_tokens":47278,"cache_creation":{"ephemeral_5m_input_tokens":0,"ephemeral_1h_input_tokens":419},"output_tokens":1,"service_tier":"standard","inference_geo":"not_available"}},"requestId":"req_011CZDrJJMJe16ZiraQPDUL4","type":"assistant","uuid":"435b09fb-677c-4146-a66d-aa6536dc2a26","timestamp":"2026-03-20T06:22:20.476Z","userType":"external","entrypoint":"cli","cwd":"/Users/jan/prg/ClusterCockpit/cc-backend/web/frontend","sessionId":"f8d732b5-ee26-4579-bdeb-237fa0cb9261","version":"2.1.80","gitBranch":"feature/526-average-resample","slug":"bubbly-shimmying-sedgewick"}
+{"parentUuid":"435b09fb-677c-4146-a66d-aa6536dc2a26","isSidechain":false,"message":{"model":"claude-opus-4-6","id":"msg_01Hb8D66pgt4izdRNMwEJxBd","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_01EcB4qYG8jLrAQRTUr7EsZG","name":"Grep","input":{"pattern":"resolveResolution|EnableResampling|Resolutions\"","path":"/Users/jan/prg/ClusterCockpit/cc-backend/internal/graph/schema.resolvers.go","output_mode":"content","-C":5},"caller":{"type":"direct"}}],"stop_reason":"tool_use","stop_sequence":null,"usage":{"input_tokens":1,"cache_creation_input_tokens":419,"cache_read_input_tokens":47278,"output_tokens":168,"server_tool_use":{"web_search_requests":0,"web_fetch_requests":0},"service_tier":"standard","cache_creation":{"ephemeral_1h_input_tokens":419,"ephemeral_5m_input_tokens":0},"inference_geo":"","iterations":[],"speed":"standard"}},"requestId":"req_011CZDrJJMJe16ZiraQPDUL4","type":"assistant","uuid":"d3fbd74f-ef34-4cd9-be4c-febbb6610677","timestamp":"2026-03-20T06:22:21.698Z","userType":"external","entrypoint":"cli","cwd":"/Users/jan/prg/ClusterCockpit/cc-backend/web/frontend","sessionId":"f8d732b5-ee26-4579-bdeb-237fa0cb9261","version":"2.1.80","gitBranch":"feature/526-average-resample","slug":"bubbly-shimmying-sedgewick"}
+{"parentUuid":"d3fbd74f-ef34-4cd9-be4c-febbb6610677","isSidechain":false,"type":"progress","data":{"type":"hook_progress","hookEvent":"PostToolUse","hookName":"PostToolUse:Grep","command":"callback"},"parentToolUseID":"toolu_01EcB4qYG8jLrAQRTUr7EsZG","toolUseID":"toolu_01EcB4qYG8jLrAQRTUr7EsZG","timestamp":"2026-03-20T06:22:21.722Z","uuid":"20938374-866c-4b3c-919b-abccd2617638","userType":"external","entrypoint":"cli","cwd":"/Users/jan/prg/ClusterCockpit/cc-backend/web/frontend","sessionId":"f8d732b5-ee26-4579-bdeb-237fa0cb9261","version":"2.1.80","gitBranch":"feature/526-average-resample","slug":"bubbly-shimmying-sedgewick"}
+{"parentUuid":"d3fbd74f-ef34-4cd9-be4c-febbb6610677","isSidechain":false,"promptId":"c3f542cb-4fe2-4b91-a8a5-c26c99151d6f","type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01EcB4qYG8jLrAQRTUr7EsZG","type":"tool_result","content":"505-\t\treturn nil, err\n506-\t}\n507-\n508-\t// Resolve resolution: explicit param > user policy > global config > 0\n509-\tif resolution == nil {\n510:\t\tresolution = resolveResolutionFromPolicy(ctx, int64(job.Duration), job.Cluster, metrics)\n511-\t}\n512-\tif resolution == nil {\n513:\t\tif config.Keys.EnableResampling != nil {\n514:\t\t\tdefaultRes := slices.Max(config.Keys.EnableResampling.Resolutions)\n515-\t\t\tresolution = &defaultRes\n516-\t\t} else {\n517-\t\t\tdefaultRes := 0\n518-\t\t\tresolution = &defaultRes\n519-\t\t}\n--\n880-// NodeMetricsList is the resolver for the nodeMetricsList field.\n881-func (r *queryResolver) NodeMetricsList(ctx context.Context, cluster string, subCluster string, stateFilter string, nodeFilter string, scopes []schema.MetricScope, metrics []string, from time.Time, to time.Time, page *model.PageRequest, resolution *int, resampleAlgo *model.ResampleAlgo) (*model.NodesResultList, error) {\n882-\t// Resolve resolution: explicit param > user policy > global config > 0\n883-\tduration := int64(to.Sub(from).Seconds())\n884-\tif resolution == nil {\n885:\t\tresolution = resolveResolutionFromPolicy(ctx, duration, cluster, metrics)\n886-\t}\n887-\tif resolution == nil {\n888:\t\tif config.Keys.EnableResampling != nil {\n889:\t\t\tdefaultRes := slices.Max(config.Keys.EnableResampling.Resolutions)\n890-\t\t\tresolution = &defaultRes\n891-\t\t} else {\n892-\t\t\tdefaultRes := 0\n893-\t\t\tresolution = &defaultRes\n894-\t\t}"}]},"uuid":"713624cf-e736-4084-9318-39f3776d38c7","timestamp":"2026-03-20T06:22:21.722Z","toolUseResult":{"mode":"content","numFiles":0,"filenames":[],"content":"505-\t\treturn nil, err\n506-\t}\n507-\n508-\t// Resolve resolution: explicit param > user policy > global config > 0\n509-\tif resolution == nil {\n510:\t\tresolution = resolveResolutionFromPolicy(ctx, int64(job.Duration), job.Cluster, metrics)\n511-\t}\n512-\tif resolution == nil {\n513:\t\tif config.Keys.EnableResampling != nil {\n514:\t\t\tdefaultRes := slices.Max(config.Keys.EnableResampling.Resolutions)\n515-\t\t\tresolution = &defaultRes\n516-\t\t} else {\n517-\t\t\tdefaultRes := 0\n518-\t\t\tresolution = &defaultRes\n519-\t\t}\n--\n880-// NodeMetricsList is the resolver for the nodeMetricsList field.\n881-func (r *queryResolver) NodeMetricsList(ctx context.Context, cluster string, subCluster string, stateFilter string, nodeFilter string, scopes []schema.MetricScope, metrics []string, from time.Time, to time.Time, page *model.PageRequest, resolution *int, resampleAlgo *model.ResampleAlgo) (*model.NodesResultList, error) {\n882-\t// Resolve resolution: explicit param > user policy > global config > 0\n883-\tduration := int64(to.Sub(from).Seconds())\n884-\tif resolution == nil {\n885:\t\tresolution = resolveResolutionFromPolicy(ctx, duration, cluster, metrics)\n886-\t}\n887-\tif resolution == nil {\n888:\t\tif config.Keys.EnableResampling != nil {\n889:\t\t\tdefaultRes := slices.Max(config.Keys.EnableResampling.Resolutions)\n890-\t\t\tresolution = &defaultRes\n891-\t\t} else {\n892-\t\t\tdefaultRes := 0\n893-\t\t\tresolution = &defaultRes\n894-\t\t}","numLines":31},"sourceToolAssistantUUID":"d3fbd74f-ef34-4cd9-be4c-febbb6610677","userType":"external","entrypoint":"cli","cwd":"/Users/jan/prg/ClusterCockpit/cc-backend/web/frontend","sessionId":"f8d732b5-ee26-4579-bdeb-237fa0cb9261","version":"2.1.80","gitBranch":"feature/526-average-resample","slug":"bubbly-shimmying-sedgewick"}
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+{"parentUuid":"2b69db28-ed36-4478-a71b-2dd928a0f22b","isSidechain":false,"type":"progress","data":{"type":"hook_progress","hookEvent":"PostToolUse","hookName":"PostToolUse:Read","command":"callback"},"parentToolUseID":"toolu_01JhZ4McWTcNGMxG4NcWXjpL","toolUseID":"toolu_01JhZ4McWTcNGMxG4NcWXjpL","timestamp":"2026-03-20T06:22:28.619Z","uuid":"f383b59f-bfac-43f1-bfb1-d1f701fb4e18","userType":"external","entrypoint":"cli","cwd":"/Users/jan/prg/ClusterCockpit/cc-backend/web/frontend","sessionId":"f8d732b5-ee26-4579-bdeb-237fa0cb9261","version":"2.1.80","gitBranch":"feature/526-average-resample","slug":"bubbly-shimmying-sedgewick"}
+{"parentUuid":"2b69db28-ed36-4478-a71b-2dd928a0f22b","isSidechain":false,"promptId":"c3f542cb-4fe2-4b91-a8a5-c26c99151d6f","type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01JhZ4McWTcNGMxG4NcWXjpL","type":"tool_result","content":"     1→// Copyright (C) NHR@FAU, University Erlangen-Nuremberg.\n     2→// All rights reserved. This file is part of cc-backend.\n     3→// Use of this source code is governed by a MIT-style\n     4→// license that can be found in the LICENSE file.\n     5→package metricdispatch\n     6→\n     7→import \"math\"\n     8→\n     9→type ResamplePolicy string\n    10→\n    11→const (\n    12→\tResamplePolicyLow    ResamplePolicy = \"low\"\n    13→\tResamplePolicyMedium ResamplePolicy = \"medium\"\n    14→\tResamplePolicyHigh   ResamplePolicy = \"high\"\n    15→)\n    16→\n    17→// TargetPointsForPolicy returns the target number of data points for a given policy.\n    18→func TargetPointsForPolicy(policy ResamplePolicy) int {\n    19→\tswitch policy {\n    20→\tcase ResamplePolicyLow:\n    21→\t\treturn 200\n    22→\tcase ResamplePolicyMedium:\n    23→\t\treturn 500\n    24→\tcase ResamplePolicyHigh:\n    25→\t\treturn 1000\n    26→\tdefault:\n    27→\t\treturn 0\n    28→\t}\n    29→}\n    30→\n    31→// ComputeResolution computes the resampling resolution in seconds for a given\n    32→// job duration, metric frequency, and target point count. Returns 0 if the\n    33→// total number of data points is already at or below targetPoints (no resampling needed).\n    34→func ComputeResolution(duration int64, frequency int64, targetPoints int) int {\n    35→\tif frequency <= 0 || targetPoints <= 0 || duration <= 0 {\n    36→\t\treturn 0\n    37→\t}\n    38→\n    39→\ttotalPoints := duration / frequency\n    40→\tif totalPoints <= int64(targetPoints) {\n    41→\t\treturn 0\n    42→\t}\n    43→\n    44→\ttargetRes := math.Ceil(float64(duration) / float64(targetPoints))\n    45→\t// Round up to nearest multiple of frequency\n    46→\tresolution := int(math.Ceil(targetRes/float64(frequency))) * int(frequency)\n    47→\n    48→\treturn resolution\n    49→}\n    50→"}]},"uuid":"325ed3ac-0d68-41a4-ac50-0288f070a6c9","timestamp":"2026-03-20T06:22:28.619Z","toolUseResult":{"type":"text","file":{"filePath":"/Users/jan/prg/ClusterCockpit/cc-backend/internal/metricdispatch/resamplepolicy.go","content":"// Copyright (C) NHR@FAU, University Erlangen-Nuremberg.\n// All rights reserved. This file is part of cc-backend.\n// Use of this source code is governed by a MIT-style\n// license that can be found in the LICENSE file.\npackage metricdispatch\n\nimport \"math\"\n\ntype ResamplePolicy string\n\nconst (\n\tResamplePolicyLow    ResamplePolicy = \"low\"\n\tResamplePolicyMedium ResamplePolicy = \"medium\"\n\tResamplePolicyHigh   ResamplePolicy = \"high\"\n)\n\n// TargetPointsForPolicy returns the target number of data points for a given policy.\nfunc TargetPointsForPolicy(policy ResamplePolicy) int {\n\tswitch policy {\n\tcase ResamplePolicyLow:\n\t\treturn 200\n\tcase ResamplePolicyMedium:\n\t\treturn 500\n\tcase ResamplePolicyHigh:\n\t\treturn 1000\n\tdefault:\n\t\treturn 0\n\t}\n}\n\n// ComputeResolution computes the resampling resolution in seconds for a given\n// job duration, metric frequency, and target point count. Returns 0 if the\n// total number of data points is already at or below targetPoints (no resampling needed).\nfunc ComputeResolution(duration int64, frequency int64, targetPoints int) int {\n\tif frequency <= 0 || targetPoints <= 0 || duration <= 0 {\n\t\treturn 0\n\t}\n\n\ttotalPoints := duration / frequency\n\tif totalPoints <= int64(targetPoints) {\n\t\treturn 0\n\t}\n\n\ttargetRes := math.Ceil(float64(duration) / float64(targetPoints))\n\t// Round up to nearest multiple of frequency\n\tresolution := int(math.Ceil(targetRes/float64(frequency))) * int(frequency)\n\n\treturn resolution\n}\n","numLines":50,"startLine":1,"totalLines":50}},"sourceToolAssistantUUID":"2b69db28-ed36-4478-a71b-2dd928a0f22b","userType":"external","entrypoint":"cli","cwd":"/Users/jan/prg/ClusterCockpit/cc-backend/web/frontend","sessionId":"f8d732b5-ee26-4579-bdeb-237fa0cb9261","version":"2.1.80","gitBranch":"feature/526-average-resample","slug":"bubbly-shimmying-sedgewick"}
+{"parentUuid":"325ed3ac-0d68-41a4-ac50-0288f070a6c9","isSidechain":false,"message":{"model":"claude-opus-4-6","id":"msg_017c1x8gfXJKSrqb4TxpjJkT","type":"message","role":"assistant","content":[{"type":"text","text":"Now let me check the `config.Init()` function to see how `MinimumPoints` is used."}],"stop_reason":null,"stop_sequence":null,"usage":{"input_tokens":1,"cache_creation_input_tokens":946,"cache_read_input_tokens":48322,"cache_creation":{"ephemeral_5m_input_tokens":0,"ephemeral_1h_input_tokens":946},"output_tokens":2,"service_tier":"standard","inference_geo":"not_available"}},"requestId":"req_011CZDrKDe4wtmqq2S6Hdgyi","type":"assistant","uuid":"ea62a67b-2f7b-4a9c-ab9c-1bd3101aa5f5","timestamp":"2026-03-20T06:22:32.458Z","userType":"external","entrypoint":"cli","cwd":"/Users/jan/prg/ClusterCockpit/cc-backend/web/frontend","sessionId":"f8d732b5-ee26-4579-bdeb-237fa0cb9261","version":"2.1.80","gitBranch":"feature/526-average-resample","slug":"bubbly-shimmying-sedgewick"}
+{"parentUuid":"ea62a67b-2f7b-4a9c-ab9c-1bd3101aa5f5","isSidechain":false,"message":{"model":"claude-opus-4-6","id":"msg_017c1x8gfXJKSrqb4TxpjJkT","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_01H83pduJcVmqFutokrHRefc","name":"Read","input":{"file_path":"/Users/jan/prg/ClusterCockpit/cc-backend/internal/config/config.go","offset":150,"limit":25},"caller":{"type":"direct"}}],"stop_reason":null,"stop_sequence":null,"usage":{"input_tokens":1,"cache_creation_input_tokens":946,"cache_read_input_tokens":48322,"cache_creation":{"ephemeral_5m_input_tokens":0,"ephemeral_1h_input_tokens":946},"output_tokens":2,"service_tier":"standard","inference_geo":"not_available"}},"requestId":"req_011CZDrKDe4wtmqq2S6Hdgyi","type":"assistant","uuid":"094d81c0-9304-49fe-858c-9a87350db765","timestamp":"2026-03-20T06:22:33.082Z","userType":"external","entrypoint":"cli","cwd":"/Users/jan/prg/ClusterCockpit/cc-backend/web/frontend","sessionId":"f8d732b5-ee26-4579-bdeb-237fa0cb9261","version":"2.1.80","gitBranch":"feature/526-average-resample","slug":"bubbly-shimmying-sedgewick"}
+{"parentUuid":"094d81c0-9304-49fe-858c-9a87350db765","isSidechain":false,"type":"progress","data":{"type":"hook_progress","hookEvent":"PostToolUse","hookName":"PostToolUse:Read","command":"callback"},"parentToolUseID":"toolu_01H83pduJcVmqFutokrHRefc","toolUseID":"toolu_01H83pduJcVmqFutokrHRefc","timestamp":"2026-03-20T06:22:33.089Z","uuid":"63461e81-1c02-4987-a793-590a17677b72","userType":"external","entrypoint":"cli","cwd":"/Users/jan/prg/ClusterCockpit/cc-backend/web/frontend","sessionId":"f8d732b5-ee26-4579-bdeb-237fa0cb9261","version":"2.1.80","gitBranch":"feature/526-average-resample","slug":"bubbly-shimmying-sedgewick"}
+{"parentUuid":"094d81c0-9304-49fe-858c-9a87350db765","isSidechain":false,"promptId":"c3f542cb-4fe2-4b91-a8a5-c26c99151d6f","type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01H83pduJcVmqFutokrHRefc","type":"tool_result","content":"   150→}\n   151→\n   152→func Init(mainConfig json.RawMessage) {\n   153→\tValidate(configSchema, mainConfig)\n   154→\tdec := json.NewDecoder(bytes.NewReader(mainConfig))\n   155→\tdec.DisallowUnknownFields()\n   156→\tif err := dec.Decode(&Keys); err != nil {\n   157→\t\tcclog.Abortf(\"Config Init: Could not decode config file '%s'.\\nError: %s\\n\", mainConfig, err.Error())\n   158→\t}\n   159→\n   160→\tif Keys.EnableResampling != nil && Keys.EnableResampling.MinimumPoints > 0 {\n   161→\t\tresampler.SetMinimumRequiredPoints(Keys.EnableResampling.MinimumPoints)\n   162→\t}\n   163→}\n   164→"}]},"uuid":"838d66d4-ddcd-44b3-882e-a3b45f2c70ec","timestamp":"2026-03-20T06:22:33.089Z","toolUseResult":{"type":"text","file":{"filePath":"/Users/jan/prg/ClusterCockpit/cc-backend/internal/config/config.go","content":"}\n\nfunc Init(mainConfig json.RawMessage) {\n\tValidate(configSchema, mainConfig)\n\tdec := json.NewDecoder(bytes.NewReader(mainConfig))\n\tdec.DisallowUnknownFields()\n\tif err := dec.Decode(&Keys); err != nil {\n\t\tcclog.Abortf(\"Config Init: Could not decode config file '%s'.\\nError: %s\\n\", mainConfig, err.Error())\n\t}\n\n\tif Keys.EnableResampling != nil && Keys.EnableResampling.MinimumPoints > 0 {\n\t\tresampler.SetMinimumRequiredPoints(Keys.EnableResampling.MinimumPoints)\n\t}\n}\n","numLines":15,"startLine":150,"totalLines":164}},"sourceToolAssistantUUID":"094d81c0-9304-49fe-858c-9a87350db765","userType":"external","entrypoint":"cli","cwd":"/Users/jan/prg/ClusterCockpit/cc-backend/web/frontend","sessionId":"f8d732b5-ee26-4579-bdeb-237fa0cb9261","version":"2.1.80","gitBranch":"feature/526-average-resample","slug":"bubbly-shimmying-sedgewick"}
+{"parentUuid":"838d66d4-ddcd-44b3-882e-a3b45f2c70ec","isSidechain":false,"message":{"model":"claude-opus-4-6","id":"msg_017dses2TCbW5rhgzFpPQRiq","type":"message","role":"assistant","content":[{"type":"text","text":"Now let me check the config schema for validation."}],"stop_reason":null,"stop_sequence":null,"usage":{"input_tokens":1,"cache_creation_input_tokens":366,"cache_read_input_tokens":49268,"cache_creation":{"ephemeral_5m_input_tokens":0,"ephemeral_1h_input_tokens":366},"output_tokens":2,"service_tier":"standard","inference_geo":"not_available"}},"requestId":"req_011CZDrKZRSqL8oxEdBz7xos","type":"assistant","uuid":"c5ef2efe-ab9c-4042-842f-f68b2735a39a","timestamp":"2026-03-20T06:22:36.170Z","userType":"external","entrypoint":"cli","cwd":"/Users/jan/prg/ClusterCockpit/cc-backend/web/frontend","sessionId":"f8d732b5-ee26-4579-bdeb-237fa0cb9261","version":"2.1.80","gitBranch":"feature/526-average-resample","slug":"bubbly-shimmying-sedgewick"}
+{"parentUuid":"c5ef2efe-ab9c-4042-842f-f68b2735a39a","isSidechain":false,"message":{"model":"claude-opus-4-6","id":"msg_017dses2TCbW5rhgzFpPQRiq","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_01AQRphXfHo76xDYuFdM8CKk","name":"Grep","input":{"pattern":"configSchema|config_schema","path":"/Users/jan/prg/ClusterCockpit/cc-backend/internal/config","output_mode":"content"},"caller":{"type":"direct"}}],"stop_reason":"tool_use","stop_sequence":null,"usage":{"input_tokens":1,"cache_creation_input_tokens":366,"cache_read_input_tokens":49268,"output_tokens":124,"server_tool_use":{"web_search_requests":0,"web_fetch_requests":0},"service_tier":"standard","cache_creation":{"ephemeral_1h_input_tokens":366,"ephemeral_5m_input_tokens":0},"inference_geo":"","iterations":[],"speed":"standard"}},"requestId":"req_011CZDrKZRSqL8oxEdBz7xos","type":"assistant","uuid":"24dc2c68-3655-42b8-815b-21b4f270e28d","timestamp":"2026-03-20T06:22:36.975Z","userType":"external","entrypoint":"cli","cwd":"/Users/jan/prg/ClusterCockpit/cc-backend/web/frontend","sessionId":"f8d732b5-ee26-4579-bdeb-237fa0cb9261","version":"2.1.80","gitBranch":"feature/526-average-resample","slug":"bubbly-shimmying-sedgewick"}
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+{"parentUuid":"9d70c301-1eb8-4390-a996-875f4b4f1f54","isSidechain":false,"message":{"model":"claude-opus-4-6","id":"msg_01GpV3CfuLGyoqSrWiQ43zMa","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_01VLCu6jpchNFzkxeEoUKh56","name":"Grep","input":{"pattern":"resampl","path":"/Users/jan/prg/ClusterCockpit/cc-backend/internal/config/schema.go","output_mode":"content","-C":15},"caller":{"type":"direct"}}],"stop_reason":"tool_use","stop_sequence":null,"usage":{"input_tokens":1,"cache_creation_input_tokens":572,"cache_read_input_tokens":49268,"output_tokens":132,"server_tool_use":{"web_search_requests":0,"web_fetch_requests":0},"service_tier":"standard","cache_creation":{"ephemeral_1h_input_tokens":572,"ephemeral_5m_input_tokens":0},"inference_geo":"","iterations":[],"speed":"standard"}},"requestId":"req_011CZDrKqKREBBuR36fLMCLi","type":"assistant","uuid":"7008fd3d-2be8-437f-b5a9-ae96b8620781","timestamp":"2026-03-20T06:22:40.400Z","userType":"external","entrypoint":"cli","cwd":"/Users/jan/prg/ClusterCockpit/cc-backend/web/frontend","sessionId":"f8d732b5-ee26-4579-bdeb-237fa0cb9261","version":"2.1.80","gitBranch":"feature/526-average-resample","slug":"bubbly-shimmying-sedgewick"}
+{"parentUuid":"7008fd3d-2be8-437f-b5a9-ae96b8620781","isSidechain":false,"type":"progress","data":{"type":"hook_progress","hookEvent":"PostToolUse","hookName":"PostToolUse:Grep","command":"callback"},"parentToolUseID":"toolu_01VLCu6jpchNFzkxeEoUKh56","toolUseID":"toolu_01VLCu6jpchNFzkxeEoUKh56","timestamp":"2026-03-20T06:22:40.411Z","uuid":"459bec3f-c6c3-4ca7-bfb4-271e8c3c9dc1","userType":"external","entrypoint":"cli","cwd":"/Users/jan/prg/ClusterCockpit/cc-backend/web/frontend","sessionId":"f8d732b5-ee26-4579-bdeb-237fa0cb9261","version":"2.1.80","gitBranch":"feature/526-average-resample","slug":"bubbly-shimmying-sedgewick"}
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+{"parentUuid":"9766fee2-fcea-47ee-88e9-33887d5e2526","isSidechain":false,"message":{"model":"claude-opus-4-6","id":"msg_01NEGbFghGKkcTXv3bv19knn","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_01UeQTnyxYaErh4LtfLYhy2S","name":"Write","input":{"file_path":"/Users/jan/.claude/plans/bubbly-shimmying-sedgewick.md","content":"# Replace file-based resampling config with policy-based approach\n\n## Context\n\nThe codebase has two resampling mechanisms:\n1. **Old (file-based)**: `config.json` defines explicit `resolutions` array and `trigger` count. The frontend uses these to pick from a fixed set of resolution steps on zoom.\n2. **New (policy-based)**: Users choose a policy (\"low\"/\"medium\"/\"high\") mapping to target point counts (200/500/1000). Resolution is computed dynamically from `duration / targetPoints`. This is already fully implemented in the GraphQL resolvers and frontend MetricPlot zoom logic.\n\nThe problem: `config.json` still uses the old `resolutions`+`trigger` schema, and falls back to it when no user policy is set. We should replace this with a default policy+algorithm in config, so the whole system is consistently policy-based.\n\n## Changes\n\n### 1. `internal/config/config.go` — Update `ResampleConfig` struct\n- Remove `Resolutions []int` and `Trigger int` fields\n- Add `DefaultPolicy string` (`json:\"default-policy\"`) — default resample policy (\"low\", \"medium\", \"high\")\n- Add `DefaultAlgo string` (`json:\"default-algo\"`) — default resample algorithm (\"lttb\", \"average\", \"simple\")\n- Keep `MinimumPoints int` — still useful for the resampler library\n- Keep `TargetPoints int` — used by policy-derived runtime config\n\n### 2. `internal/config/schema.go` — Update JSON schema\n- Replace `trigger`/`resolutions` required properties with `default-policy`\n- Add `default-policy` (string, enum: [\"low\",\"medium\",\"high\"]) and `default-algo` (string, enum: [\"lttb\",\"average\",\"simple\"]) properties\n- Remove `trigger` and `resolutions` properties\n- No required fields (presence of `\"resampling\": {}` is enough to enable it)\n\n### 3. `internal/routerConfig/routes.go` — Update `resamplingForUser()`\n- When falling back to globalCfg (no user policy set), use `globalCfg.DefaultPolicy` to compute `TargetPoints` and `Trigger` dynamically, same as the user-policy path\n- If `DefaultPolicy` is empty, use \"medium\" as default\n\n### 4. `internal/graph/schema.resolvers.go` — Update fallback resolution logic\n- In `JobMetrics()` and `NodeMetricsList()`: replace `slices.Max(config.Keys.EnableResampling.Resolutions)` fallback with policy-based computation using `config.Keys.EnableResampling.DefaultPolicy`\n- Use `TargetPointsForPolicy()` + `ComputeResolution()` instead of picking from a resolutions array\n- Also apply `DefaultAlgo` when no user algo preference is set\n\n### 5. `internal/graph/resample.go` — Update `resolveResampleAlgo()`\n- After checking user preference, fall back to `config.Keys.EnableResampling.DefaultAlgo` before returning \"\"\n\n### 6. `config.json` (local dev) — Update to new format\n```json\n\"resampling\": {\n  \"default-policy\": \"medium\",\n  \"default-algo\": \"lttb\"\n}\n```\n\n### 7. `configs/config.json` (example config) — Update to new format\nSame as above, keeping `minimum-points` if desired.\n\n### 8. Frontend: No changes needed\nThe frontend already handles both modes:\n- Policy-based: uses `targetPoints` to compute resolution dynamically\n- Array-based: uses `resolutions` array for fixed steps\n\nSince `resamplingForUser()` already returns a `ResampleConfig` with `TargetPoints`+`Trigger` (no `Resolutions`), the frontend will use the policy path.\n\n## Files to modify\n1. `internal/config/config.go` (struct + Init)\n2. `internal/config/schema.go` (JSON schema)\n3. `internal/routerConfig/routes.go` (`resamplingForUser`)\n4. `internal/graph/schema.resolvers.go` (resolver fallbacks)\n5. `internal/graph/resample.go` (`resolveResampleAlgo` fallback)\n6. `config.json` (local config)\n7. `configs/config.json` (example config)\n\n## Verification\n1. `go build ./...` — must compile\n2. `go test ./internal/metricdispatch/...` — resample policy tests pass\n3. `go test ./internal/config/...` — if config tests exist\n4. Start with `./cc-backend -server -dev` and verify `/config` page shows resampling options\n5. Verify metric plots on job pages still support zoom/resampling\n"},"caller":{"type":"direct"}}],"stop_reason":"tool_use","stop_sequence":null,"usage":{"input_tokens":1,"cache_creation_input_tokens":526,"cache_read_input_tokens":50592,"output_tokens":1248,"server_tool_use":{"web_search_requests":0,"web_fetch_requests":0},"service_tier":"standard","cache_creation":{"ephemeral_1h_input_tokens":526,"ephemeral_5m_input_tokens":0},"inference_geo":"","iterations":[],"speed":"standard"}},"requestId":"req_011CZDrLLP9dMUjN69EEfWoU","type":"assistant","uuid":"19ff26e6-76bb-424d-98ff-2a851aa2b9fe","timestamp":"2026-03-20T06:23:10.528Z","userType":"external","entrypoint":"cli","cwd":"/Users/jan/prg/ClusterCockpit/cc-backend/web/frontend","sessionId":"f8d732b5-ee26-4579-bdeb-237fa0cb9261","version":"2.1.80","gitBranch":"feature/526-average-resample","slug":"bubbly-shimmying-sedgewick"}
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+{"parentUuid":"19ff26e6-76bb-424d-98ff-2a851aa2b9fe","isSidechain":false,"promptId":"c3f542cb-4fe2-4b91-a8a5-c26c99151d6f","type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01UeQTnyxYaErh4LtfLYhy2S","type":"tool_result","content":"File created successfully at: /Users/jan/.claude/plans/bubbly-shimmying-sedgewick.md"}]},"uuid":"b4a3c06d-c0c4-42d4-b8b5-0a6da4f34e1a","timestamp":"2026-03-20T06:23:10.543Z","toolUseResult":{"type":"create","filePath":"/Users/jan/.claude/plans/bubbly-shimmying-sedgewick.md","content":"# Replace file-based resampling config with policy-based approach\n\n## Context\n\nThe codebase has two resampling mechanisms:\n1. **Old (file-based)**: `config.json` defines explicit `resolutions` array and `trigger` count. The frontend uses these to pick from a fixed set of resolution steps on zoom.\n2. **New (policy-based)**: Users choose a policy (\"low\"/\"medium\"/\"high\") mapping to target point counts (200/500/1000). Resolution is computed dynamically from `duration / targetPoints`. This is already fully implemented in the GraphQL resolvers and frontend MetricPlot zoom logic.\n\nThe problem: `config.json` still uses the old `resolutions`+`trigger` schema, and falls back to it when no user policy is set. We should replace this with a default policy+algorithm in config, so the whole system is consistently policy-based.\n\n## Changes\n\n### 1. `internal/config/config.go` — Update `ResampleConfig` struct\n- Remove `Resolutions []int` and `Trigger int` fields\n- Add `DefaultPolicy string` (`json:\"default-policy\"`) — default resample policy (\"low\", \"medium\", \"high\")\n- Add `DefaultAlgo string` (`json:\"default-algo\"`) — default resample algorithm (\"lttb\", \"average\", \"simple\")\n- Keep `MinimumPoints int` — still useful for the resampler library\n- Keep `TargetPoints int` — used by policy-derived runtime config\n\n### 2. `internal/config/schema.go` — Update JSON schema\n- Replace `trigger`/`resolutions` required properties with `default-policy`\n- Add `default-policy` (string, enum: [\"low\",\"medium\",\"high\"]) and `default-algo` (string, enum: [\"lttb\",\"average\",\"simple\"]) properties\n- Remove `trigger` and `resolutions` properties\n- No required fields (presence of `\"resampling\": {}` is enough to enable it)\n\n### 3. `internal/routerConfig/routes.go` — Update `resamplingForUser()`\n- When falling back to globalCfg (no user policy set), use `globalCfg.DefaultPolicy` to compute `TargetPoints` and `Trigger` dynamically, same as the user-policy path\n- If `DefaultPolicy` is empty, use \"medium\" as default\n\n### 4. `internal/graph/schema.resolvers.go` — Update fallback resolution logic\n- In `JobMetrics()` and `NodeMetricsList()`: replace `slices.Max(config.Keys.EnableResampling.Resolutions)` fallback with policy-based computation using `config.Keys.EnableResampling.DefaultPolicy`\n- Use `TargetPointsForPolicy()` + `ComputeResolution()` instead of picking from a resolutions array\n- Also apply `DefaultAlgo` when no user algo preference is set\n\n### 5. `internal/graph/resample.go` — Update `resolveResampleAlgo()`\n- After checking user preference, fall back to `config.Keys.EnableResampling.DefaultAlgo` before returning \"\"\n\n### 6. `config.json` (local dev) — Update to new format\n```json\n\"resampling\": {\n  \"default-policy\": \"medium\",\n  \"default-algo\": \"lttb\"\n}\n```\n\n### 7. `configs/config.json` (example config) — Update to new format\nSame as above, keeping `minimum-points` if desired.\n\n### 8. Frontend: No changes needed\nThe frontend already handles both modes:\n- Policy-based: uses `targetPoints` to compute resolution dynamically\n- Array-based: uses `resolutions` array for fixed steps\n\nSince `resamplingForUser()` already returns a `ResampleConfig` with `TargetPoints`+`Trigger` (no `Resolutions`), the frontend will use the policy path.\n\n## Files to modify\n1. `internal/config/config.go` (struct + Init)\n2. `internal/config/schema.go` (JSON schema)\n3. `internal/routerConfig/routes.go` (`resamplingForUser`)\n4. `internal/graph/schema.resolvers.go` (resolver fallbacks)\n5. `internal/graph/resample.go` (`resolveResampleAlgo` fallback)\n6. `config.json` (local config)\n7. `configs/config.json` (example config)\n\n## Verification\n1. `go build ./...` — must compile\n2. `go test ./internal/metricdispatch/...` — resample policy tests pass\n3. `go test ./internal/config/...` — if config tests exist\n4. Start with `./cc-backend -server -dev` and verify `/config` page shows resampling options\n5. Verify metric plots on job pages still support zoom/resampling\n","structuredPatch":[],"originalFile":null},"sourceToolAssistantUUID":"19ff26e6-76bb-424d-98ff-2a851aa2b9fe","userType":"external","entrypoint":"cli","cwd":"/Users/jan/prg/ClusterCockpit/cc-backend/web/frontend","sessionId":"f8d732b5-ee26-4579-bdeb-237fa0cb9261","version":"2.1.80","gitBranch":"feature/526-average-resample","slug":"bubbly-shimmying-sedgewick"}
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+{"parentUuid":"6ecdc1bb-eff1-4979-9820-b86c85c04ca3","isSidechain":false,"message":{"model":"claude-opus-4-6","id":"msg_01Lv6pfkRtLwHjEiz8bcEBPk","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_01RuUtpanZ3SdPmMS7xC8bpw","name":"ExitPlanMode","input":{"plan":"# Replace file-based resampling config with policy-based approach\n\n## Context\n\nThe codebase has two resampling mechanisms:\n1. **Old (file-based)**: `config.json` defines explicit `resolutions` array and `trigger` count. The frontend uses these to pick from a fixed set of resolution steps on zoom.\n2. **New (policy-based)**: Users choose a policy (\"low\"/\"medium\"/\"high\") mapping to target point counts (200/500/1000). Resolution is computed dynamically from `duration / targetPoints`. This is already fully implemented in the GraphQL resolvers and frontend MetricPlot zoom logic.\n\nThe problem: `config.json` still uses the old `resolutions`+`trigger` schema, and falls back to it when no user policy is set. We should replace this with a default policy+algorithm in config, so the whole system is consistently policy-based.\n\n## Changes\n\n### 1. `internal/config/config.go` — Update `ResampleConfig` struct\n- Remove `Resolutions []int` and `Trigger int` fields\n- Add `DefaultPolicy string` (`json:\"default-policy\"`) — default resample policy (\"low\", \"medium\", \"high\")\n- Add `DefaultAlgo string` (`json:\"default-algo\"`) — default resample algorithm (\"lttb\", \"average\", \"simple\")\n- Keep `MinimumPoints int` — still useful for the resampler library\n- Keep `TargetPoints int` — used by policy-derived runtime config\n\n### 2. `internal/config/schema.go` — Update JSON schema\n- Replace `trigger`/`resolutions` required properties with `default-policy`\n- Add `default-policy` (string, enum: [\"low\",\"medium\",\"high\"]) and `default-algo` (string, enum: [\"lttb\",\"average\",\"simple\"]) properties\n- Remove `trigger` and `resolutions` properties\n- No required fields (presence of `\"resampling\": {}` is enough to enable it)\n\n### 3. `internal/routerConfig/routes.go` — Update `resamplingForUser()`\n- When falling back to globalCfg (no user policy set), use `globalCfg.DefaultPolicy` to compute `TargetPoints` and `Trigger` dynamically, same as the user-policy path\n- If `DefaultPolicy` is empty, use \"medium\" as default\n\n### 4. `internal/graph/schema.resolvers.go` — Update fallback resolution logic\n- In `JobMetrics()` and `NodeMetricsList()`: replace `slices.Max(config.Keys.EnableResampling.Resolutions)` fallback with policy-based computation using `config.Keys.EnableResampling.DefaultPolicy`\n- Use `TargetPointsForPolicy()` + `ComputeResolution()` instead of picking from a resolutions array\n- Also apply `DefaultAlgo` when no user algo preference is set\n\n### 5. `internal/graph/resample.go` — Update `resolveResampleAlgo()`\n- After checking user preference, fall back to `config.Keys.EnableResampling.DefaultAlgo` before returning \"\"\n\n### 6. `config.json` (local dev) — Update to new format\n```json\n\"resampling\": {\n  \"default-policy\": \"medium\",\n  \"default-algo\": \"lttb\"\n}\n```\n\n### 7. `configs/config.json` (example config) — Update to new format\nSame as above, keeping `minimum-points` if desired.\n\n### 8. Frontend: No changes needed\nThe frontend already handles both modes:\n- Policy-based: uses `targetPoints` to compute resolution dynamically\n- Array-based: uses `resolutions` array for fixed steps\n\nSince `resamplingForUser()` already returns a `ResampleConfig` with `TargetPoints`+`Trigger` (no `Resolutions`), the frontend will use the policy path.\n\n## Files to modify\n1. `internal/config/config.go` (struct + Init)\n2. `internal/config/schema.go` (JSON schema)\n3. `internal/routerConfig/routes.go` (`resamplingForUser`)\n4. `internal/graph/schema.resolvers.go` (resolver fallbacks)\n5. `internal/graph/resample.go` (`resolveResampleAlgo` fallback)\n6. `config.json` (local config)\n7. `configs/config.json` (example config)\n\n## Verification\n1. `go build ./...` — must compile\n2. `go test ./internal/metricdispatch/...` — resample policy tests pass\n3. `go test ./internal/config/...` — if config tests exist\n4. Start with `./cc-backend -server -dev` and verify `/config` page shows resampling options\n5. Verify metric plots on job pages still support zoom/resampling\n","planFilePath":"/Users/jan/.claude/plans/bubbly-shimmying-sedgewick.md"},"caller":{"type":"direct"}}],"stop_reason":"tool_use","stop_sequence":null,"usage":{"input_tokens":3,"cache_creation_input_tokens":943,"cache_read_input_tokens":52405,"output_tokens":109,"server_tool_use":{"web_search_requests":0,"web_fetch_requests":0},"service_tier":"standard","cache_creation":{"ephemeral_1h_input_tokens":943,"ephemeral_5m_input_tokens":0},"inference_geo":"","iterations":[],"speed":"standard"}},"requestId":"req_011CZDrNXauGxwXzFfa4LGMK","type":"assistant","uuid":"4250fb7c-0079-4869-a350-d4bbe2b2430b","timestamp":"2026-03-20T06:23:19.507Z","userType":"external","entrypoint":"cli","cwd":"/Users/jan/prg/ClusterCockpit/cc-backend/web/frontend","sessionId":"f8d732b5-ee26-4579-bdeb-237fa0cb9261","version":"2.1.80","gitBranch":"feature/526-average-resample","slug":"bubbly-shimmying-sedgewick"}
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diff --git a/75/36f551d548/2/metadata.json b/75/36f551d548/2/metadata.json
new file mode 100644
index 00000000..42cf7cd6
--- /dev/null
+++ b/75/36f551d548/2/metadata.json
@@ -0,0 +1,37 @@
+{
+  "cli_version": "0.5.0",
+  "checkpoint_id": "7536f551d548",
+  "session_id": "f8d732b5-ee26-4579-bdeb-237fa0cb9261",
+  "strategy": "manual-commit",
+  "created_at": "2026-03-20T07:03:34.700815Z",
+  "branch": "feature/526-average-resample",
+  "checkpoints_count": 3,
+  "files_touched": [
+    "go.mod",
+    "go.sum",
+    "web/frontend/src/config/AdminSettings.svelte",
+    "web/frontend/src/config/user/PlotRenderOptions.svelte"
+  ],
+  "agent": "Claude Code",
+  "model": "claude-opus-4-6",
+  "turn_id": "dc8c7ded2768",
+  "token_usage": {
+    "input_tokens": 47,
+    "cache_creation_tokens": 47515,
+    "cache_read_tokens": 1322713,
+    "output_tokens": 7661,
+    "api_call_count": 37
+  },
+  "session_metrics": {
+    "turn_count": 3
+  },
+  "initial_attribution": {
+    "calculated_at": "2026-03-20T07:03:34.58224Z",
+    "agent_lines": 0,
+    "human_added": 44,
+    "human_modified": 59,
+    "human_removed": 0,
+    "total_committed": 79,
+    "agent_percentage": 0
+  }
+}
diff --git a/75/36f551d548/2/prompt.txt b/75/36f551d548/2/prompt.txt
new file mode 100644
index 00000000..718677bb
--- /dev/null
+++ b/75/36f551d548/2/prompt.txt
@@ -0,0 +1,9 @@
+Add PlotRenderOptions also to AdminsSettings
+
+---
+
+The render options are not show here yet for admins: http://localhost:8080/config . Debug and fix it
+
+---
+
+Add resample-config option to the current config
\ No newline at end of file
diff --git a/75/36f551d548/metadata.json b/75/36f551d548/metadata.json
index c5aae611..9a6e0503 100644
--- a/75/36f551d548/metadata.json
+++ b/75/36f551d548/metadata.json
@@ -3,7 +3,7 @@
   "checkpoint_id": "7536f551d548",
   "strategy": "manual-commit",
   "branch": "feature/526-average-resample",
-  "checkpoints_count": 2,
+  "checkpoints_count": 5,
   "files_touched": [
     "cmd/cc-backend/init.go",
     "configs/config.json",
@@ -29,13 +29,19 @@
       "transcript": "/75/36f551d548/1/full.jsonl",
       "content_hash": "/75/36f551d548/1/content_hash.txt",
       "prompt": "/75/36f551d548/1/prompt.txt"
+    },
+    {
+      "metadata": "/75/36f551d548/2/metadata.json",
+      "transcript": "/75/36f551d548/2/full.jsonl",
+      "content_hash": "/75/36f551d548/2/content_hash.txt",
+      "prompt": "/75/36f551d548/2/prompt.txt"
     }
   ],
   "token_usage": {
-    "input_tokens": 1365,
-    "cache_creation_tokens": 78588,
-    "cache_read_tokens": 1503670,
-    "output_tokens": 11313,
-    "api_call_count": 37
+    "input_tokens": 1412,
+    "cache_creation_tokens": 126103,
+    "cache_read_tokens": 2826383,
+    "output_tokens": 18974,
+    "api_call_count": 74
   }
 }