feat: improve admin observability and translation-first summaries
This commit is contained in:
@@ -15,6 +15,17 @@ public sealed class ProductionConfigTests
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Assert.NotNull(method);
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}
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[Fact]
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public void Summarizer_metrics_include_runtime_device_details()
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{
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var ctor = typeof(SummarizerMetrics).GetConstructors().Single();
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var parameterNames = ctor.GetParameters().Select(x => x.Name).ToHashSet(StringComparer.OrdinalIgnoreCase);
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Assert.Contains("device", parameterNames);
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Assert.Contains("gpuAvailable", parameterNames);
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Assert.Contains("gpuName", parameterNames);
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}
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[Fact]
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public void Profile_cv_controller_supports_pdf_and_docx_extensions()
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{
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@@ -1,4 +1,5 @@
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using System.Reflection;
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using System.Runtime.InteropServices;
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using JobTrackerApi.Data;
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using JobTrackerApi.Services;
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using Microsoft.AspNetCore.Authorization;
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@@ -29,6 +30,9 @@ public sealed class AdminSystemController : ControllerBase
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public sealed record StorageStatusDto(string DataRoot, string DbPath, bool DbExists, long? DbSizeBytes, int CompanyCount, int JobCount, int DeletedCount);
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public sealed record EmailStatusDto(bool Enabled, string? Host, int Port, bool EnableSsl, string? From, string? FromName);
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public sealed record DatabaseStatusDto(string Provider, bool LooksConfigured, bool CanConnect, string? Target, bool UsesFileStorage, string? Warning);
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public sealed record RuntimeStatusDto(string Framework, string OSDescription, string ProcessArchitecture, string? MachineName);
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public sealed record AuthStatusDto(bool Required, bool HasJwtKey, bool GoogleConfigured, bool GmailConfigured);
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public sealed record SystemStatusDto(
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string Environment,
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string ContentRoot,
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@@ -37,6 +41,9 @@ public sealed class AdminSystemController : ControllerBase
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string? BuildStamp,
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StorageStatusDto Storage,
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EmailStatusDto Email,
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DatabaseStatusDto Database,
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RuntimeStatusDto Runtime,
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AuthStatusDto Auth,
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SummarizerMetrics Summarizer
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);
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@@ -65,6 +72,8 @@ public sealed class AdminSystemController : ControllerBase
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[HttpGet]
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public async Task<ActionResult<SystemStatusDto>> Get(CancellationToken cancellationToken)
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{
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var provider = (_cfg["Database:Provider"] ?? "sqlite").Trim().ToLowerInvariant();
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var usesFileStorage = provider is not "mysql" and not "mariadb";
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var dbPath = _paths.GetDbPath();
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var dbFile = new FileInfo(dbPath);
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@@ -80,6 +89,53 @@ public sealed class AdminSystemController : ControllerBase
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var commitSha = NormalizeBuildMetadata(_cfg["App:CommitSha"]);
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var buildStamp = NormalizeBuildMetadata(_cfg["App:BuildStamp"]);
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var connectionString = _cfg.GetConnectionString("JobTracker") ?? string.Empty;
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var looksConfigured = !string.IsNullOrWhiteSpace(connectionString) || usesFileStorage;
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string? dbTarget;
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if (usesFileStorage)
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{
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dbTarget = dbPath;
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}
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else if (string.IsNullOrWhiteSpace(connectionString))
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{
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dbTarget = null;
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}
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else
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{
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dbTarget = connectionString.Split(';', StringSplitOptions.RemoveEmptyEntries)
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.Select(part => part.Trim())
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.FirstOrDefault(part => part.StartsWith("server=", StringComparison.OrdinalIgnoreCase)
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|| part.StartsWith("host=", StringComparison.OrdinalIgnoreCase)
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|| part.StartsWith("database=", StringComparison.OrdinalIgnoreCase));
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}
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bool canConnect;
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try
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{
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canConnect = await _db.Database.CanConnectAsync(cancellationToken);
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}
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catch
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{
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canConnect = false;
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}
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string? dbWarning = null;
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if (!looksConfigured)
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{
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dbWarning = "Connection string is missing.";
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}
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else if (!canConnect)
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{
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dbWarning = "Database connection failed.";
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}
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else if (!usesFileStorage && jobs.Count == 0 && companies == 0)
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{
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dbWarning = "Connected, but no data is present yet. Check whether this is the intended production database.";
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}
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var gmailConfigured = !string.IsNullOrWhiteSpace((_cfg["Google:GmailClientSecret"] ?? string.Empty).Trim())
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&& !string.IsNullOrWhiteSpace((_cfg["Google:GmailRedirectUri"] ?? string.Empty).Trim());
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return Ok(new SystemStatusDto(
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Environment: _env.EnvironmentName,
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@@ -104,6 +160,26 @@ public sealed class AdminSystemController : ControllerBase
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From: (_cfg["Email:From"] ?? string.Empty).Trim(),
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FromName: (_cfg["Email:FromName"] ?? string.Empty).Trim()
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),
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Database: new DatabaseStatusDto(
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Provider: provider,
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LooksConfigured: looksConfigured,
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CanConnect: canConnect,
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Target: dbTarget,
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UsesFileStorage: usesFileStorage,
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Warning: dbWarning
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),
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Runtime: new RuntimeStatusDto(
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Framework: RuntimeInformation.FrameworkDescription,
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OSDescription: RuntimeInformation.OSDescription,
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ProcessArchitecture: RuntimeInformation.ProcessArchitecture.ToString(),
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MachineName: Environment.MachineName
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),
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Auth: new AuthStatusDto(
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Required: _cfg.GetValue("Auth:Require", false),
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HasJwtKey: !string.IsNullOrWhiteSpace((_cfg["Auth:JwtKey"] ?? string.Empty).Trim()),
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GoogleConfigured: !string.IsNullOrWhiteSpace((_cfg["Auth:GoogleClientId"] ?? string.Empty).Trim()),
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GmailConfigured: gmailConfigured
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),
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Summarizer: summarizer
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));
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}
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@@ -71,6 +71,20 @@ namespace JobTrackerApi.Controllers
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return new string(value.Trim().ToLowerInvariant().Where(char.IsLetterOrDigit).ToArray());
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}
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private static string BuildSummarySource(JobApplication job)
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{
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// Prefer translated text for summaries and skill extraction so non-English
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// postings become easier to understand while keeping the original text intact.
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var parts = new[]
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{
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job.TranslatedDescription,
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job.Description,
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job.Notes
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};
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return string.Join("\n\n", parts.Where(x => !string.IsNullOrWhiteSpace(x)).Select(x => x!.Trim()));
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}
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private static string? NormalizeTags(string? raw)
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{
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var normalized = SplitTags(raw)
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@@ -363,8 +377,9 @@ namespace JobTrackerApi.Controllers
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.MaxAsync(c => (DateTime?)c.Date, cancellationToken);
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var d = RulesEngine.Evaluate(settings, job, now, lm);
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// Return persisted short summary and compute a fuller summary on demand for the details view.
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var full = await _summarizer.SummarizeAsync(job.Description ?? job.Notes ?? "", 250, 40);
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// Prefer translated content for the detailed summary so Norwegian postings
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// surface readable English analysis while the original text remains available.
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var full = await _summarizer.SummarizeAsync(BuildSummarySource(job), 250, 40);
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return Ok(new JobApplicationDto(
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Id: job.Id,
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@@ -596,7 +611,7 @@ namespace JobTrackerApi.Controllers
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// Generate and persist a short summary at creation time to avoid repeated model calls.
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try
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{
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var shortSum = await _summarizer.SummarizeAsync(job.Description ?? job.Notes ?? "", 160, 60);
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var shortSum = await _summarizer.SummarizeAsync(BuildSummarySource(job), 160, 60);
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job.ShortSummary = shortSum;
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}
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catch
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@@ -752,11 +767,10 @@ namespace JobTrackerApi.Controllers
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if (job is null) return NotFound();
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var sourceText = string.Join("\n\n", new[] { job.Description, job.TranslatedDescription, job.Notes }
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.Where(x => !string.IsNullOrWhiteSpace(x)));
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var sourceText = BuildSummarySource(job);
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if (string.IsNullOrWhiteSpace(sourceText))
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{
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return BadRequest("This job does not have enough description or notes to generate a summary and skills.");
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return BadRequest("This job does not have enough translated text, description, or notes to generate a summary and skills.");
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}
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var tags = SkillTagger.Detect(sourceText)
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@@ -1710,7 +1724,7 @@ Candidate master CV:
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))
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.ToList();
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return Ok(new DuplicateCheckResult(matches.Count > 0, matches));
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return Ok(new DuplicateCheckResult(matches.Any(), matches));
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}
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[HttpGet("{id:int}/followup-draft")]
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+19
-10
@@ -37,13 +37,22 @@ builder.Services.AddDbContext<JobTrackerContext>((sp, options) =>
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var cfg = sp.GetRequiredService<IConfiguration>();
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var paths = sp.GetRequiredService<AppPaths>();
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var provider = (cfg["Database:Provider"] ?? "sqlite").Trim().ToLowerInvariant();
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var cs = cfg.GetConnectionString("JobTracker");
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if (string.IsNullOrWhiteSpace(cs))
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{
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cs = $"Data Source={paths.GetDbPath()}";
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provider = "sqlite";
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}
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if (provider is "mysql" or "mariadb")
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{
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options.UseMySql(cs, ServerVersion.AutoDetect(cs));
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}
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else
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{
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options.UseSqlite(cs);
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}
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// We create Identity tables on startup in environments where `dotnet ef` isn't available.
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// That can cause EF to detect "pending model changes" and throw on Migrate(). Ignore it.
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@@ -299,7 +308,11 @@ using (var scope = app.Services.CreateScope())
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var paths = scope.ServiceProvider.GetRequiredService<AppPaths>();
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var users = scope.ServiceProvider.GetRequiredService<UserManager<ApplicationUser>>();
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var roles = scope.ServiceProvider.GetRequiredService<RoleManager<IdentityRole>>();
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var provider = (app.Configuration["Database:Provider"] ?? "sqlite").Trim().ToLowerInvariant();
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var useSqliteBootstrap = provider is not "mysql" and not "mariadb";
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if (useSqliteBootstrap)
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{
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// Bridge older dev DBs that were modified via ad-hoc ALTER TABLE (before migrations were applied).
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// If the schema already contains the columns added by migration 20260310195000, record that migration
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// so EF doesn't try to apply it again and fail on duplicate columns.
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@@ -561,6 +574,7 @@ CREATE TABLE IF NOT EXISTS "GmailConnections" (
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// Ensure data folder exists before creating/opening SQLite files.
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Directory.CreateDirectory(paths.DataRoot);
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}
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db.Database.Migrate();
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@@ -602,16 +616,11 @@ CREATE TABLE IF NOT EXISTS "GmailConnections" (
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var admin = users.FindByEmailAsync(adminEmail).GetAwaiter().GetResult();
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if (admin is not null)
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{
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using var cmd = conn.CreateCommand();
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cmd.CommandText = """
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UPDATE Companies SET OwnerUserId=$uid WHERE OwnerUserId IS NULL;
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UPDATE JobApplications SET OwnerUserId=$uid WHERE OwnerUserId IS NULL;
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""";
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var p = cmd.CreateParameter();
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p.ParameterName = "$uid";
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p.Value = admin.Id;
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cmd.Parameters.Add(p);
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cmd.ExecuteNonQuery();
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db.Database.ExecuteSqlRaw(
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"UPDATE Companies SET OwnerUserId = {0} WHERE OwnerUserId IS NULL;" +
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"UPDATE JobApplications SET OwnerUserId = {0} WHERE OwnerUserId IS NULL;",
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admin.Id
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);
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}
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}
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}
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@@ -16,6 +16,9 @@ namespace JobTrackerApi.Services
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public sealed record SummarizerMetrics(
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bool Healthy,
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string? Model,
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string? Device,
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bool? GpuAvailable,
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string? GpuName,
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double? HealthLatencyMs,
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double? ProbeLatencyMs,
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DateTimeOffset? LastProbeAt,
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@@ -216,6 +219,9 @@ namespace JobTrackerApi.Services
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{
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var client = _httpFactory.CreateClient("summarizer");
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string? model = null;
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string? device = null;
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bool? gpuAvailable = null;
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string? gpuName = null;
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double? healthLatencyMs = null;
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var healthy = false;
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string? healthError = null;
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@@ -236,6 +242,21 @@ namespace JobTrackerApi.Services
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{
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model = modelEl.GetString();
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}
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if (doc.RootElement.TryGetProperty("device", out var deviceEl))
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{
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device = deviceEl.GetString();
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}
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if (doc.RootElement.TryGetProperty("gpu_available", out var gpuAvailableEl) && gpuAvailableEl.ValueKind is JsonValueKind.True or JsonValueKind.False)
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{
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gpuAvailable = gpuAvailableEl.GetBoolean();
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}
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if (doc.RootElement.TryGetProperty("gpu_name", out var gpuNameEl))
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{
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gpuName = gpuNameEl.GetString();
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}
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}
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else
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{
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@@ -283,6 +304,9 @@ namespace JobTrackerApi.Services
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return new SummarizerMetrics(
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Healthy: healthy,
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Model: model,
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Device: device,
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GpuAvailable: gpuAvailable,
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GpuName: gpuName,
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HealthLatencyMs: healthLatencyMs,
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ProbeLatencyMs: probeLatencyMs,
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LastProbeAt: lastProbeAt,
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@@ -155,7 +155,10 @@ export default function JobDetailsDialog({ open, jobId, onClose }: Props) {
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const title = job ? `${job.company?.name ?? ""} - ${job.jobTitle}` : "Job Application";
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const checklist = [job?.hasResume ? "Resume" : null, job?.hasCoverLetter ? "Cover letter" : null, job?.hasPortfolio ? "Portfolio" : null, job?.hasOtherAttachment ? "Other" : null].filter(Boolean).join(", ") || "";
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const summaryFirstText = job?.fullSummary ?? job?.shortSummary ?? "No summary yet.";
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const rawDescriptionText = job?.translatedDescription || job?.description || "";
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const translatedDescriptionText = job?.translatedDescription?.trim() || "";
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const originalDescriptionText = job?.description?.trim() || "";
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const showTranslatedText = translatedDescriptionText.length > 0;
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const showOriginalText = originalDescriptionText.length > 0;
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const fitLevel = useMemo(() => getFitLevel(candidateFit), [candidateFit]);
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return (
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@@ -219,7 +222,18 @@ export default function JobDetailsDialog({ open, jobId, onClose }: Props) {
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</Box>
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<Typography sx={{ whiteSpace: "pre-wrap" }}>{summaryFirstText}</Typography>
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</Box>
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{rawDescriptionText ? <Box sx={{ gridColumn: "1 / -1" }}><Typography variant="overline">Original role text</Typography><Typography sx={{ whiteSpace: "pre-wrap", color: "text.secondary" }}>{rawDescriptionText}</Typography></Box> : null}
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{showTranslatedText ? (
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<Box sx={{ gridColumn: "1 / -1" }}>
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<Typography variant="overline">Translated role text</Typography>
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<Typography sx={{ whiteSpace: "pre-wrap" }}>{translatedDescriptionText}</Typography>
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</Box>
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) : null}
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{showOriginalText ? (
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<Box sx={{ gridColumn: "1 / -1" }}>
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<Typography variant="overline">Original role text</Typography>
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<Typography sx={{ whiteSpace: "pre-wrap", color: "text.secondary" }}>{originalDescriptionText}</Typography>
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</Box>
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) : null}
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<Box sx={{ gridColumn: "1 / -1" }}><Typography variant="overline">Notes</Typography><Typography sx={{ whiteSpace: "pre-wrap" }}>{job?.notes ?? ""}</Typography></Box>
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</Box>
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)}
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@@ -1,12 +1,23 @@
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import React, { useEffect, useState } from "react";
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import React, { useEffect, useMemo, useState } from "react";
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import { Alert, Box, Button, Paper, Typography } from "@mui/material";
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import {
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Alert,
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Box,
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Button,
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Chip,
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Paper,
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Stack,
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Typography,
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} from "@mui/material";
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import { api } from "../api";
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type SummarizerMetrics = {
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healthy: boolean;
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model?: string | null;
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device?: string | null;
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gpuAvailable?: boolean;
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gpuName?: string | null;
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healthLatencyMs?: number | null;
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probeLatencyMs?: number | null;
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lastProbeAt?: string | null;
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@@ -18,6 +29,8 @@ type SummarizerMetrics = {
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cacheMisses: number;
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failures: number;
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averageLatencyMs?: number | null;
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lastSuccessAt?: string | null;
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lastFailureAt?: string | null;
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lastError?: string | null;
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};
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@@ -44,6 +57,26 @@ type SystemStatus = {
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from?: string | null;
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fromName?: string | null;
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};
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database: {
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provider: string;
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looksConfigured: boolean;
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canConnect: boolean;
|
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target?: string | null;
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usesFileStorage: boolean;
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warning?: string | null;
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};
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runtime: {
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framework: string;
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osDescription: string;
|
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processArchitecture: string;
|
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machineName?: string | null;
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};
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auth: {
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required: boolean;
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hasJwtKey: boolean;
|
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googleConfigured: boolean;
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gmailConfigured: boolean;
|
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};
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summarizer: SummarizerMetrics;
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};
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@@ -58,6 +91,25 @@ function displayMetadata(value?: string | null) {
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return value && value.trim().length > 0 ? value : "-";
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}
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|
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function formatDate(value?: string | null) {
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return value ? new Date(value).toLocaleString() : "-";
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}
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|
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function SummaryCard({ title, value, subtitle, tone = "default" }: { title: string; value: string; subtitle?: string; tone?: "default" | "success" | "warning" | "error" }) {
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const color = tone === "success" ? "success.main" : tone === "warning" ? "warning.main" : tone === "error" ? "error.main" : "text.primary";
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return (
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<Paper sx={{ p: 2, borderRadius: 3 }}>
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<Typography variant="overline" sx={{ color: "text.secondary" }}>{title}</Typography>
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<Typography variant="h5" sx={{ fontWeight: 950, color }}>{value}</Typography>
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<Typography variant="body2" sx={{ color: "text.secondary", mt: 1 }}>{subtitle || "-"}</Typography>
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</Paper>
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);
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}
|
||||
|
||||
function DetailRow({ label, value }: { label: string; value: React.ReactNode }) {
|
||||
return <Typography variant="body2"><strong>{label}:</strong> {value}</Typography>;
|
||||
}
|
||||
|
||||
export default function AdminSystemPage() {
|
||||
const [status, setStatus] = useState<SystemStatus | null>(null);
|
||||
const [loading, setLoading] = useState(false);
|
||||
@@ -82,12 +134,26 @@ export default function AdminSystemPage() {
|
||||
void load();
|
||||
}, []);
|
||||
|
||||
const dbTone = useMemo(() => {
|
||||
if (!status) return "default" as const;
|
||||
if (!status.database.looksConfigured || !status.database.canConnect) return "error" as const;
|
||||
if (status.database.warning) return "warning" as const;
|
||||
return "success" as const;
|
||||
}, [status]);
|
||||
|
||||
const summarizerTone = useMemo(() => {
|
||||
if (!status) return "default" as const;
|
||||
if (!status.summarizer.healthy) return "error" as const;
|
||||
if (status.summarizer.probeFailures > 0 || status.summarizer.failures > 0) return "warning" as const;
|
||||
return "success" as const;
|
||||
}, [status]);
|
||||
|
||||
return (
|
||||
<Box sx={{ display: "flex", flexDirection: "column", gap: 2 }}>
|
||||
<Box sx={{ display: "flex", justifyContent: "space-between", gap: 2, alignItems: "center", flexWrap: "wrap" }}>
|
||||
<Box>
|
||||
<Typography variant="h5" sx={{ fontWeight: 950 }}>System status</Typography>
|
||||
<Typography sx={{ color: "text.secondary" }}>Quick operational view of storage, email, and summarizer health.</Typography>
|
||||
<Typography sx={{ color: "text.secondary" }}>Production diagnostics for runtime, database, auth, email, and summarizer health.</Typography>
|
||||
</Box>
|
||||
<Box sx={{ display: "flex", gap: 1, flexWrap: "wrap" }}>
|
||||
<Button
|
||||
@@ -115,85 +181,121 @@ export default function AdminSystemPage() {
|
||||
</Box>
|
||||
|
||||
{error ? <Alert severity="error">{error}</Alert> : null}
|
||||
{status?.database.warning ? <Alert severity={status.database.canConnect ? "warning" : "error"}>{status.database.warning}</Alert> : null}
|
||||
{status?.summarizer.lastError ? <Alert severity={status.summarizer.healthy ? "warning" : "error"}>{status.summarizer.lastError}</Alert> : null}
|
||||
|
||||
<Box sx={{ display: "grid", gridTemplateColumns: { xs: "1fr", md: "repeat(4, 1fr)" }, gap: 2 }}>
|
||||
<Paper sx={{ p: 2 }}>
|
||||
<Typography variant="overline" sx={{ color: "text.secondary" }}>Environment</Typography>
|
||||
<Typography variant="h5" sx={{ fontWeight: 950 }}>{status?.environment ?? "-"}</Typography>
|
||||
<Typography variant="body2" sx={{ color: "text.secondary", mt: 1 }}>Version {displayMetadata(status?.version)}</Typography>
|
||||
<Typography variant="body2" sx={{ color: "text.secondary" }}>Commit {displayMetadata(status?.commitSha)}</Typography>
|
||||
<Typography variant="body2" sx={{ color: "text.secondary" }}>{displayMetadata(status?.buildStamp)}</Typography>
|
||||
</Paper>
|
||||
<Paper sx={{ p: 2 }}>
|
||||
<Typography variant="overline" sx={{ color: "text.secondary" }}>Database</Typography>
|
||||
<Typography variant="h5" sx={{ fontWeight: 950 }}>{status?.storage.dbExists ? "Ready" : "Missing"}</Typography>
|
||||
<Typography variant="body2" sx={{ color: "text.secondary", mt: 1 }}>{formatBytes(status?.storage.dbSizeBytes)}</Typography>
|
||||
</Paper>
|
||||
<Paper sx={{ p: 2 }}>
|
||||
<Typography variant="overline" sx={{ color: "text.secondary" }}>SMTP</Typography>
|
||||
<Typography variant="h5" sx={{ fontWeight: 950 }}>{status?.email.enabled ? "Enabled" : "Disabled"}</Typography>
|
||||
<Typography variant="body2" sx={{ color: "text.secondary", mt: 1 }}>{status?.email.host || "No SMTP host configured"}</Typography>
|
||||
</Paper>
|
||||
<Paper sx={{ p: 2 }}>
|
||||
<Typography variant="overline" sx={{ color: "text.secondary" }}>Summarizer</Typography>
|
||||
<Typography variant="h5" sx={{ fontWeight: 950 }}>{status?.summarizer.healthy ? "Healthy" : "Offline"}</Typography>
|
||||
<Typography variant="body2" sx={{ color: "text.secondary", mt: 1 }}>
|
||||
{status?.summarizer.probeLatencyMs != null
|
||||
? `${status.summarizer.probeLatencyMs} ms probe`
|
||||
<SummaryCard
|
||||
title="Environment"
|
||||
value={status?.environment ?? "-"}
|
||||
subtitle={`Version ${displayMetadata(status?.version)} · Commit ${displayMetadata(status?.commitSha)}`}
|
||||
/>
|
||||
<SummaryCard
|
||||
title="Database"
|
||||
value={status ? (status.database.canConnect ? "Connected" : "Offline") : "-"}
|
||||
subtitle={status ? `${status.database.provider} · ${status.database.target || "No target"}` : "-"}
|
||||
tone={dbTone}
|
||||
/>
|
||||
<SummaryCard
|
||||
title="SMTP"
|
||||
value={status?.email.enabled ? "Enabled" : "Disabled"}
|
||||
subtitle={status?.email.host || "No SMTP host configured"}
|
||||
tone={status?.email.enabled ? "success" : "default"}
|
||||
/>
|
||||
<SummaryCard
|
||||
title="Summarizer"
|
||||
value={status?.summarizer.healthy ? "Healthy" : "Offline"}
|
||||
subtitle={status?.summarizer.probeLatencyMs != null
|
||||
? `${status.summarizer.probeLatencyMs} ms probe · ${status.summarizer.device || "unknown device"}`
|
||||
: status?.summarizer.healthLatencyMs != null
|
||||
? `${status.summarizer.healthLatencyMs} ms health`
|
||||
? `${status.summarizer.healthLatencyMs} ms health · ${status.summarizer.device || "unknown device"}`
|
||||
: "No latency data"}
|
||||
</Typography>
|
||||
tone={summarizerTone}
|
||||
/>
|
||||
</Box>
|
||||
|
||||
<Box sx={{ display: "grid", gridTemplateColumns: { xs: "1fr", lg: "1.2fr 1fr" }, gap: 2 }}>
|
||||
<Paper sx={{ p: 2, borderRadius: 3 }}>
|
||||
<Typography variant="h6" sx={{ fontWeight: 900, mb: 1 }}>Database and storage</Typography>
|
||||
<Stack spacing={0.75}>
|
||||
<DetailRow label="Provider" value={status?.database.provider || "-"} />
|
||||
<DetailRow label="Target" value={status?.database.target || "-"} />
|
||||
<DetailRow label="Configured" value={status?.database.looksConfigured ? "Yes" : "No"} />
|
||||
<DetailRow label="Can connect" value={status?.database.canConnect ? "Yes" : "No"} />
|
||||
<DetailRow label="Uses file storage" value={status?.database.usesFileStorage ? "Yes" : "No"} />
|
||||
<DetailRow label="Data root" value={status?.storage.dataRoot || "-"} />
|
||||
<DetailRow label="DB path" value={status?.storage.dbPath || "-"} />
|
||||
<DetailRow label="DB file exists" value={status?.storage.dbExists ? "Yes" : "No"} />
|
||||
<DetailRow label="DB size" value={formatBytes(status?.storage.dbSizeBytes)} />
|
||||
<DetailRow label="Companies" value={status?.storage.companyCount ?? 0} />
|
||||
<DetailRow label="Jobs" value={status?.storage.jobCount ?? 0} />
|
||||
<DetailRow label="Deleted jobs" value={status?.storage.deletedCount ?? 0} />
|
||||
</Stack>
|
||||
</Paper>
|
||||
|
||||
<Paper sx={{ p: 2, borderRadius: 3 }}>
|
||||
<Typography variant="h6" sx={{ fontWeight: 900, mb: 1 }}>Runtime and auth</Typography>
|
||||
<Stack spacing={0.75}>
|
||||
<DetailRow label="Framework" value={status?.runtime.framework || "-"} />
|
||||
<DetailRow label="OS" value={status?.runtime.osDescription || "-"} />
|
||||
<DetailRow label="Architecture" value={status?.runtime.processArchitecture || "-"} />
|
||||
<DetailRow label="Machine" value={status?.runtime.machineName || "-"} />
|
||||
<DetailRow label="Content root" value={status?.contentRoot || "-"} />
|
||||
<DetailRow label="Build stamp" value={displayMetadata(status?.buildStamp)} />
|
||||
<DetailRow label="Auth required" value={status?.auth.required ? "Yes" : "No"} />
|
||||
<DetailRow label="JWT key configured" value={status?.auth.hasJwtKey ? "Yes" : "No"} />
|
||||
<DetailRow label="Google login configured" value={status?.auth.googleConfigured ? "Yes" : "No"} />
|
||||
<DetailRow label="Gmail integration configured" value={status?.auth.gmailConfigured ? "Yes" : "No"} />
|
||||
</Stack>
|
||||
</Paper>
|
||||
</Box>
|
||||
|
||||
<Box sx={{ display: "grid", gridTemplateColumns: { xs: "1fr", lg: "1fr 1fr" }, gap: 2 }}>
|
||||
<Paper sx={{ p: 2 }}>
|
||||
<Typography variant="h6" sx={{ fontWeight: 900, mb: 1 }}>Storage</Typography>
|
||||
<Typography variant="body2"><strong>Data root:</strong> {status?.storage.dataRoot || "-"}</Typography>
|
||||
<Typography variant="body2"><strong>DB path:</strong> {status?.storage.dbPath || "-"}</Typography>
|
||||
<Typography variant="body2"><strong>Companies:</strong> {status?.storage.companyCount ?? 0}</Typography>
|
||||
<Typography variant="body2"><strong>Jobs:</strong> {status?.storage.jobCount ?? 0}</Typography>
|
||||
<Typography variant="body2"><strong>Deleted jobs:</strong> {status?.storage.deletedCount ?? 0}</Typography>
|
||||
<Typography variant="body2"><strong>Content root:</strong> {status?.contentRoot || "-"}</Typography>
|
||||
<Paper sx={{ p: 2, borderRadius: 3 }}>
|
||||
<Typography variant="h6" sx={{ fontWeight: 900, mb: 1 }}>Email configuration</Typography>
|
||||
<Stack spacing={0.75}>
|
||||
<DetailRow label="Enabled" value={status?.email.enabled ? "Yes" : "No"} />
|
||||
<DetailRow label="From" value={status?.email.from || "-"} />
|
||||
<DetailRow label="From name" value={status?.email.fromName || "-"} />
|
||||
<DetailRow label="Host" value={status?.email.host || "-"} />
|
||||
<DetailRow label="Port" value={status?.email.port ?? "-"} />
|
||||
<DetailRow label="SSL" value={status?.email.enableSsl ? "Yes" : "No"} />
|
||||
</Stack>
|
||||
</Paper>
|
||||
|
||||
<Paper sx={{ p: 2 }}>
|
||||
<Typography variant="h6" sx={{ fontWeight: 900, mb: 1 }}>Email</Typography>
|
||||
<Typography variant="body2"><strong>From:</strong> {status?.email.from || "-"}</Typography>
|
||||
<Typography variant="body2"><strong>From name:</strong> {status?.email.fromName || "-"}</Typography>
|
||||
<Typography variant="body2"><strong>Host:</strong> {status?.email.host || "-"}</Typography>
|
||||
<Typography variant="body2"><strong>Port:</strong> {status?.email.port ?? "-"}</Typography>
|
||||
<Typography variant="body2"><strong>SSL:</strong> {status?.email.enableSsl ? "Yes" : "No"}</Typography>
|
||||
<Paper sx={{ p: 2, borderRadius: 3 }}>
|
||||
<Typography variant="h6" sx={{ fontWeight: 900, mb: 1 }}>Summarizer runtime</Typography>
|
||||
<Stack spacing={0.75}>
|
||||
<DetailRow label="Model" value={status?.summarizer.model || "-"} />
|
||||
<DetailRow label="Device" value={status?.summarizer.device || "-"} />
|
||||
<DetailRow label="GPU available" value={status?.summarizer.gpuAvailable ? "Yes" : "No"} />
|
||||
<DetailRow label="GPU name" value={status?.summarizer.gpuName || "-"} />
|
||||
<DetailRow label="Health latency" value={status?.summarizer.healthLatencyMs != null ? `${status.summarizer.healthLatencyMs} ms` : "-"} />
|
||||
<DetailRow label="Probe latency" value={status?.summarizer.probeLatencyMs != null ? `${status.summarizer.probeLatencyMs} ms` : "-"} />
|
||||
<DetailRow label="Last probe" value={formatDate(status?.summarizer.lastProbeAt)} />
|
||||
<DetailRow label="Last successful probe" value={formatDate(status?.summarizer.lastProbeSuccessAt)} />
|
||||
<DetailRow label="Last summarization success" value={formatDate(status?.summarizer.lastSuccessAt)} />
|
||||
</Stack>
|
||||
</Paper>
|
||||
</Box>
|
||||
|
||||
<Paper sx={{ p: 2 }}>
|
||||
<Paper sx={{ p: 2, borderRadius: 3 }}>
|
||||
<Typography variant="h6" sx={{ fontWeight: 900, mb: 1 }}>Summarizer telemetry</Typography>
|
||||
<Box sx={{ display: "grid", gridTemplateColumns: { xs: "1fr", md: "repeat(5, 1fr)" }, gap: 2 }}>
|
||||
<Box>
|
||||
<Typography variant="overline" sx={{ color: "text.secondary" }}>Requests</Typography>
|
||||
<Typography variant="h6" sx={{ fontWeight: 900 }}>{status?.summarizer.requests ?? 0}</Typography>
|
||||
<Box sx={{ display: "grid", gridTemplateColumns: { xs: "1fr 1fr", md: "repeat(6, 1fr)" }, gap: 2 }}>
|
||||
<Box><Typography variant="overline" sx={{ color: "text.secondary" }}>Requests</Typography><Typography variant="h6" sx={{ fontWeight: 900 }}>{status?.summarizer.requests ?? 0}</Typography></Box>
|
||||
<Box><Typography variant="overline" sx={{ color: "text.secondary" }}>Cache hits</Typography><Typography variant="h6" sx={{ fontWeight: 900 }}>{status?.summarizer.cacheHits ?? 0}</Typography></Box>
|
||||
<Box><Typography variant="overline" sx={{ color: "text.secondary" }}>Cache misses</Typography><Typography variant="h6" sx={{ fontWeight: 900 }}>{status?.summarizer.cacheMisses ?? 0}</Typography></Box>
|
||||
<Box><Typography variant="overline" sx={{ color: "text.secondary" }}>Failures</Typography><Typography variant="h6" sx={{ fontWeight: 900 }}>{status?.summarizer.failures ?? 0}</Typography></Box>
|
||||
<Box><Typography variant="overline" sx={{ color: "text.secondary" }}>Probe failures</Typography><Typography variant="h6" sx={{ fontWeight: 900 }}>{status?.summarizer.probeFailures ?? 0}</Typography></Box>
|
||||
<Box><Typography variant="overline" sx={{ color: "text.secondary" }}>Avg latency</Typography><Typography variant="h6" sx={{ fontWeight: 900 }}>{status?.summarizer.averageLatencyMs != null ? `${status.summarizer.averageLatencyMs} ms` : "-"}</Typography></Box>
|
||||
</Box>
|
||||
<Box>
|
||||
<Typography variant="overline" sx={{ color: "text.secondary" }}>Cache hits</Typography>
|
||||
<Typography variant="h6" sx={{ fontWeight: 900 }}>{status?.summarizer.cacheHits ?? 0}</Typography>
|
||||
<Box sx={{ display: "flex", gap: 1, flexWrap: "wrap", mt: 2 }}>
|
||||
<Chip label={status?.database.canConnect ? "Database connected" : "Database issue"} color={status?.database.canConnect ? "success" : "error"} size="small" />
|
||||
<Chip label={status?.auth.required ? "Auth enforced" : "Auth optional"} color={status?.auth.required ? "success" : "warning"} size="small" />
|
||||
<Chip label={status?.auth.googleConfigured ? "Google sign-in ready" : "Google sign-in off"} variant="outlined" size="small" />
|
||||
<Chip label={status?.auth.gmailConfigured ? "Gmail ready" : "Gmail incomplete"} variant="outlined" size="small" />
|
||||
<Chip label={status?.summarizer.gpuAvailable ? "GPU visible" : "CPU mode"} color={status?.summarizer.gpuAvailable ? "success" : "default"} size="small" />
|
||||
</Box>
|
||||
<Box>
|
||||
<Typography variant="overline" sx={{ color: "text.secondary" }}>Failures</Typography>
|
||||
<Typography variant="h6" sx={{ fontWeight: 900 }}>{status?.summarizer.failures ?? 0}</Typography>
|
||||
</Box>
|
||||
<Box>
|
||||
<Typography variant="overline" sx={{ color: "text.secondary" }}>Avg latency</Typography>
|
||||
<Typography variant="h6" sx={{ fontWeight: 900 }}>{status?.summarizer.averageLatencyMs != null ? `${status.summarizer.averageLatencyMs} ms` : "-"}</Typography>
|
||||
</Box>
|
||||
<Box>
|
||||
<Typography variant="overline" sx={{ color: "text.secondary" }}>Probe latency</Typography>
|
||||
<Typography variant="h6" sx={{ fontWeight: 900 }}>{status?.summarizer.probeLatencyMs != null ? `${status.summarizer.probeLatencyMs} ms` : "-"}</Typography>
|
||||
</Box>
|
||||
</Box>
|
||||
<Typography variant="body2" sx={{ mt: 1 }}><strong>Probe failures:</strong> {status?.summarizer.probeFailures ?? 0}</Typography>
|
||||
{status?.summarizer.lastError ? <Alert severity="warning" sx={{ mt: 2 }}>{status.summarizer.lastError}</Alert> : null}
|
||||
</Paper>
|
||||
</Box>
|
||||
);
|
||||
|
||||
+111
-37
@@ -10,12 +10,21 @@ app = FastAPI(title="Local Summarizer")
|
||||
|
||||
MODEL_NAME = "sshleifer/distilbart-cnn-12-6"
|
||||
MAX_INPUT_CHARS = 20000
|
||||
MAX_CONTEXT_CHARS = 2200
|
||||
|
||||
tokenizer = AutoTokenizer.from_pretrained(MODEL_NAME)
|
||||
model = AutoModelForSeq2SeqLM.from_pretrained(MODEL_NAME)
|
||||
model.eval()
|
||||
device = torch.device("cuda" if torch.cuda.is_available() else "cpu")
|
||||
model.to(device)
|
||||
|
||||
def _load_runtime():
|
||||
tokenizer = AutoTokenizer.from_pretrained(MODEL_NAME)
|
||||
model = AutoModelForSeq2SeqLM.from_pretrained(MODEL_NAME)
|
||||
model.eval()
|
||||
has_cuda = torch.cuda.is_available()
|
||||
device = torch.device("cuda" if has_cuda else "cpu")
|
||||
model.to(device)
|
||||
gpu_name = torch.cuda.get_device_name(0) if has_cuda else None
|
||||
return tokenizer, model, device, has_cuda, gpu_name
|
||||
|
||||
|
||||
tokenizer, model, device, GPU_AVAILABLE, GPU_NAME = _load_runtime()
|
||||
cache = TTLCache(maxsize=1024, ttl=60 * 60)
|
||||
|
||||
|
||||
@@ -33,7 +42,13 @@ def _key(text: str, max_length: int, min_length: int, top_skills: int) -> str:
|
||||
|
||||
@app.get("/health")
|
||||
async def health():
|
||||
return {"ok": True, "model": MODEL_NAME}
|
||||
return {
|
||||
"ok": True,
|
||||
"model": MODEL_NAME,
|
||||
"device": str(device),
|
||||
"gpu_available": GPU_AVAILABLE,
|
||||
"gpu_name": GPU_NAME,
|
||||
}
|
||||
|
||||
|
||||
_TECH = [
|
||||
@@ -54,6 +69,17 @@ _TECH_PRIORITY = [
|
||||
]
|
||||
|
||||
|
||||
_MUST_HAVE_HINTS = [
|
||||
"must have", "required", "requirements", "you have", "you bring", "essential", "we are looking for",
|
||||
]
|
||||
_NICE_TO_HAVE_HINTS = [
|
||||
"nice to have", "bonus", "preferred", "advantageous", "extra plus",
|
||||
]
|
||||
_SCREENING_HINTS = [
|
||||
"experience with", "hands-on", "demonstrated", "proven", "track record", "delivered",
|
||||
]
|
||||
|
||||
|
||||
def _rank_tech_skills(skills):
|
||||
ordered = []
|
||||
seen = set()
|
||||
@@ -84,7 +110,7 @@ def _extract_bullets(lines, max_items=8):
|
||||
continue
|
||||
if re.match(r"^([-*]|\u2022)\s+", s):
|
||||
s = re.sub(r"^([-*]|\u2022)\s+", "", s).strip()
|
||||
if 3 <= len(s) <= 200:
|
||||
if 3 <= len(s) <= 220:
|
||||
out.append(s)
|
||||
if len(out) >= max_items:
|
||||
break
|
||||
@@ -96,6 +122,7 @@ def _top_keywords(text: str, limit=6):
|
||||
stop = {
|
||||
"with", "from", "that", "this", "will", "have", "your", "their", "about", "role", "team", "work",
|
||||
"experience", "skills", "requirements", "responsibilities", "company", "using", "ability", "years",
|
||||
"looking", "candidate", "position", "working", "across", "strong", "building", "support",
|
||||
}
|
||||
counts = {}
|
||||
for word in words:
|
||||
@@ -106,6 +133,27 @@ def _top_keywords(text: str, limit=6):
|
||||
return [word for word, _ in ordered[:limit]]
|
||||
|
||||
|
||||
def _first_matching_sentences(text: str, hints, limit=3):
|
||||
sentences = re.split(r"(?<=[.!?])\s+", text)
|
||||
found = []
|
||||
for sentence in sentences:
|
||||
low = sentence.lower()
|
||||
if any(hint in low for hint in hints):
|
||||
cleaned = sentence.strip()
|
||||
if 20 <= len(cleaned) <= 220:
|
||||
found.append(cleaned)
|
||||
if len(found) >= limit:
|
||||
break
|
||||
return found
|
||||
|
||||
|
||||
def _trim_line(text: str, max_len: int = 140) -> str:
|
||||
text = re.sub(r"\s+", " ", text).strip(" -•\t")
|
||||
if len(text) <= max_len:
|
||||
return text
|
||||
return text[: max_len - 1].rstrip() + "…"
|
||||
|
||||
|
||||
def _role_focused_excerpt(text: str) -> dict:
|
||||
cleaned = _strip_html(text)
|
||||
lines = [ln.strip() for ln in cleaned.splitlines()]
|
||||
@@ -162,6 +210,11 @@ def _role_focused_excerpt(text: str) -> dict:
|
||||
responsibilities = any_bullets[:6]
|
||||
requirements = any_bullets[6:10]
|
||||
|
||||
if not requirements:
|
||||
requirements = [_trim_line(x) for x in _first_matching_sentences(cleaned, _MUST_HAVE_HINTS, limit=4)]
|
||||
if not nice:
|
||||
nice = [_trim_line(x) for x in _first_matching_sentences(cleaned, _NICE_TO_HAVE_HINTS, limit=3)]
|
||||
|
||||
focused_parts = []
|
||||
if responsibilities:
|
||||
focused_parts.append("Responsibilities:\n- " + "\n- ".join(responsibilities))
|
||||
@@ -169,7 +222,14 @@ def _role_focused_excerpt(text: str) -> dict:
|
||||
focused_parts.append("Requirements:\n- " + "\n- ".join(requirements))
|
||||
if nice:
|
||||
focused_parts.append("Nice to have:\n- " + "\n- ".join(nice))
|
||||
focused_parts.append("Context:\n" + cleaned[:1500])
|
||||
focused_parts.append("Context:\n" + cleaned[:MAX_CONTEXT_CHARS])
|
||||
|
||||
screen_focus = []
|
||||
for item in requirements[:4]:
|
||||
if any(hint in item.lower() for hint in _SCREENING_HINTS) or len(screen_focus) < 2:
|
||||
screen_focus.append(_trim_line(item))
|
||||
if not screen_focus:
|
||||
screen_focus = [_trim_line(x) for x in _first_matching_sentences(cleaned, _SCREENING_HINTS, limit=3)]
|
||||
|
||||
return {
|
||||
"cleaned": cleaned,
|
||||
@@ -180,6 +240,7 @@ def _role_focused_excerpt(text: str) -> dict:
|
||||
"tech": tech_found,
|
||||
"soft": soft_found,
|
||||
"keywords": _top_keywords(cleaned),
|
||||
"screen_focus": screen_focus[:3],
|
||||
}
|
||||
|
||||
|
||||
@@ -193,7 +254,9 @@ def _model_summarize(text: str, max_length: int, min_length: int) -> str:
|
||||
attention_mask=attention_mask,
|
||||
max_length=max_length,
|
||||
min_length=min_length,
|
||||
num_beams=4,
|
||||
num_beams=3,
|
||||
length_penalty=1.0,
|
||||
no_repeat_ngram_size=3,
|
||||
early_stopping=True,
|
||||
)
|
||||
return tokenizer.decode(outputs[0], skip_special_tokens=True).strip()
|
||||
@@ -211,53 +274,64 @@ async def summarize(req: SummarizeRequest):
|
||||
info = _role_focused_excerpt(req.text)
|
||||
summary = _model_summarize(info["focused_input"], req.max_length, req.min_length)
|
||||
|
||||
ranked_tech = []
|
||||
for t in _rank_tech_skills(info["tech"]):
|
||||
if t not in ranked_tech:
|
||||
ranked_tech.append(t)
|
||||
|
||||
uniq_soft = []
|
||||
for s in info["soft"]:
|
||||
if s not in uniq_soft:
|
||||
uniq_soft.append(s)
|
||||
|
||||
lines = ["Role summary:", summary]
|
||||
|
||||
if info["requirements"]:
|
||||
lines.append("")
|
||||
lines.append("What the company wants most:")
|
||||
for x in info["requirements"][:7]:
|
||||
lines.append(f"- {x}")
|
||||
for x in info["requirements"][:5]:
|
||||
lines.append(f"- {_trim_line(x)}")
|
||||
|
||||
if ranked_tech:
|
||||
lines.append("")
|
||||
lines.append("Top hard skills:")
|
||||
for skill in ranked_tech[: req.top_skills]:
|
||||
lines.append(f"- {skill}")
|
||||
|
||||
if info["keywords"]:
|
||||
lines.append("")
|
||||
lines.append("Keywords to mirror:")
|
||||
for keyword in info["keywords"][:5]:
|
||||
lines.append(f"- {keyword}")
|
||||
|
||||
if info["responsibilities"]:
|
||||
lines.append("")
|
||||
lines.append("What you would be doing:")
|
||||
for x in info["responsibilities"][:6]:
|
||||
lines.append(f"- {x}")
|
||||
for x in info["responsibilities"][:4]:
|
||||
lines.append(f"- {_trim_line(x)}")
|
||||
|
||||
if info["nice"]:
|
||||
lines.append("")
|
||||
lines.append("Nice to have:")
|
||||
for x in info["nice"][:5]:
|
||||
lines.append(f"- {x}")
|
||||
for x in info["nice"][:3]:
|
||||
lines.append(f"- {_trim_line(x)}")
|
||||
|
||||
if info["tech"]:
|
||||
uniq = []
|
||||
for t in _rank_tech_skills(info["tech"]):
|
||||
if t not in uniq:
|
||||
uniq.append(t)
|
||||
if uniq_soft:
|
||||
lines.append("")
|
||||
lines.append("Top hard skills: " + ", ".join(uniq[: req.top_skills]))
|
||||
|
||||
if info["soft"]:
|
||||
uniq_soft = []
|
||||
for s in info["soft"]:
|
||||
if s not in uniq_soft:
|
||||
uniq_soft.append(s)
|
||||
lines.append("")
|
||||
lines.append("Relevant soft skills: " + ", ".join(uniq_soft[:8]))
|
||||
|
||||
if info["keywords"]:
|
||||
lines.append("")
|
||||
lines.append("Key themes: " + ", ".join(info["keywords"][:6]))
|
||||
lines.append("Relevant soft skills:")
|
||||
for soft in uniq_soft[:5]:
|
||||
lines.append(f"- {soft}")
|
||||
|
||||
lines.append("")
|
||||
lines.append("Interview focus:")
|
||||
if info["requirements"]:
|
||||
if info["screen_focus"]:
|
||||
for x in info["screen_focus"]:
|
||||
lines.append(f"- Be ready to prove: {_trim_line(x)}")
|
||||
elif info["requirements"]:
|
||||
for x in info["requirements"][:3]:
|
||||
lines.append(f"- Prepare examples that demonstrate: {x}")
|
||||
elif info["tech"]:
|
||||
for x in _rank_tech_skills(info["tech"])[:3]:
|
||||
lines.append(f"- Prepare examples that demonstrate: {_trim_line(x)}")
|
||||
elif ranked_tech:
|
||||
for x in ranked_tech[:3]:
|
||||
lines.append(f"- Be ready to explain your hands-on experience with {x}")
|
||||
else:
|
||||
lines.append("- Prepare examples showing relevant impact, collaboration, and delivery.")
|
||||
|
||||
Reference in New Issue
Block a user