From 2acf863a145bdfba3c9032986111c48a4d5fc04d Mon Sep 17 00:00:00 2001 From: Josue Nina Date: Fri, 18 Sep 2026 14:40:09 -0500 Subject: [PATCH 1/7] Add SEC Form 13F institutional holdings as the first Whales dataset, publishing every position as its manager filed it --- .github/workflows/build.yml | 11 +- DataProcessing/DataProcessing.csproj | 5 + DataProcessing/Program.cs | 169 +- DataProcessing/SEC13FClosePrices.cs | 94 + DataProcessing/SEC13FDownloader.cs | 2265 +++++++ DataProcessing/SEC13FEdgarDay.cs | 217 + DataProcessing/SEC13FFiles.cs | 108 + DataProcessing/SEC13FTickerCrosswalk.cs | 297 + DataProcessing/SECEdgarClient.cs | 220 + DataProcessing/SECEdgarIndex.cs | 171 + DataProcessing/SECIssuerResolver.cs | 190 + QuantConnect.DataSource.csproj | 12 +- SEC13FAlgorithm.cs | 148 + SEC13FAlgorithm.py | 123 + SEC13FHolding.cs | 384 ++ SEC13FHoldings.cs | 98 + listing-about-whales.md | 235 + listing-documentation-whales.md | 258 + output/alternative/sec/13f/aapl.csv | 58 + output/alternative/sec/13f/aapl.zip | Bin 0 -> 127757 bytes output/alternative/sec/13f/aig.csv | 45 + output/alternative/sec/13f/aig.zip | Bin 0 -> 32990 bytes output/alternative/sec/13f/bac.csv | 55 + output/alternative/sec/13f/bac.zip | Bin 0 -> 81332 bytes output/alternative/sec/13f/bno.csv | 16 + output/alternative/sec/13f/bno.zip | Bin 0 -> 3996 bytes output/alternative/sec/13f/eem.csv | 52 + output/alternative/sec/13f/eem.zip | Bin 0 -> 46892 bytes output/alternative/sec/13f/goog.csv | 57 + output/alternative/sec/13f/goog.zip | Bin 0 -> 89707 bytes output/alternative/sec/13f/googl.csv | 56 + output/alternative/sec/13f/googl.zip | Bin 0 -> 97512 bytes output/alternative/sec/13f/ibm.csv | 51 + output/alternative/sec/13f/ibm.zip | Bin 0 -> 70878 bytes output/alternative/sec/13f/iwm.csv | 54 + output/alternative/sec/13f/iwm.zip | Bin 0 -> 58162 bytes output/alternative/sec/13f/managers.csv | 5358 +++++++++++++++++ output/alternative/sec/13f/qqq.csv | 53 + output/alternative/sec/13f/qqq.zip | Bin 0 -> 62791 bytes output/alternative/sec/13f/spy.csv | 56 + output/alternative/sec/13f/spy.zip | Bin 0 -> 94764 bytes output/alternative/sec/13f/uso.csv | 32 + output/alternative/sec/13f/uso.zip | Bin 0 -> 11789 bytes output/alternative/sec/13f/wm.csv | 52 + output/alternative/sec/13f/wm.zip | Bin 0 -> 49851 bytes tests/ProtobufSubTypes.cs | 50 + tests/SEC13FPilotTests.cs | 247 + tests/SEC13FProcessorTests.cs | 1323 ++++ tests/SEC13FTests.cs | 459 ++ tests/SECTests.cs | 5 +- tests/TestData/sc13d_0001193125-26-389440.txt | 219 + tests/TestData/sc13g_0001213900-26-099322.txt | 353 ++ tests/Tests.csproj | 8 + 53 files changed, 13649 insertions(+), 15 deletions(-) create mode 100644 DataProcessing/SEC13FClosePrices.cs create mode 100644 DataProcessing/SEC13FDownloader.cs create mode 100644 DataProcessing/SEC13FEdgarDay.cs create mode 100644 DataProcessing/SEC13FFiles.cs create mode 100644 DataProcessing/SEC13FTickerCrosswalk.cs create mode 100644 DataProcessing/SECEdgarClient.cs create mode 100644 DataProcessing/SECEdgarIndex.cs create mode 100644 DataProcessing/SECIssuerResolver.cs create mode 100644 SEC13FAlgorithm.cs create mode 100644 SEC13FAlgorithm.py create mode 100644 SEC13FHolding.cs create mode 100644 SEC13FHoldings.cs create mode 100644 listing-about-whales.md create mode 100644 listing-documentation-whales.md create mode 100644 output/alternative/sec/13f/aapl.csv create mode 100644 output/alternative/sec/13f/aapl.zip create mode 100644 output/alternative/sec/13f/aig.csv create mode 100644 output/alternative/sec/13f/aig.zip create mode 100644 output/alternative/sec/13f/bac.csv create mode 100644 output/alternative/sec/13f/bac.zip create mode 100644 output/alternative/sec/13f/bno.csv create mode 100644 output/alternative/sec/13f/bno.zip create mode 100644 output/alternative/sec/13f/eem.csv create mode 100644 output/alternative/sec/13f/eem.zip create mode 100644 output/alternative/sec/13f/goog.csv create mode 100644 output/alternative/sec/13f/goog.zip create mode 100644 output/alternative/sec/13f/googl.csv create mode 100644 output/alternative/sec/13f/googl.zip create mode 100644 output/alternative/sec/13f/ibm.csv create mode 100644 output/alternative/sec/13f/ibm.zip create mode 100644 output/alternative/sec/13f/iwm.csv create mode 100644 output/alternative/sec/13f/iwm.zip create mode 100644 output/alternative/sec/13f/managers.csv create mode 100644 output/alternative/sec/13f/qqq.csv create mode 100644 output/alternative/sec/13f/qqq.zip create mode 100644 output/alternative/sec/13f/spy.csv create mode 100644 output/alternative/sec/13f/spy.zip create mode 100644 output/alternative/sec/13f/uso.csv create mode 100644 output/alternative/sec/13f/uso.zip create mode 100644 output/alternative/sec/13f/wm.csv create mode 100644 output/alternative/sec/13f/wm.zip create mode 100644 tests/ProtobufSubTypes.cs create mode 100644 tests/SEC13FPilotTests.cs create mode 100644 tests/SEC13FProcessorTests.cs create mode 100644 tests/SEC13FTests.cs create mode 100644 tests/TestData/sc13d_0001193125-26-389440.txt create mode 100644 tests/TestData/sc13g_0001213900-26-099322.txt diff --git a/.github/workflows/build.yml b/.github/workflows/build.yml index 3558fe4..cc3963d 100644 --- a/.github/workflows/build.yml +++ b/.github/workflows/build.yml @@ -37,12 +37,21 @@ jobs: path: Lean - name: Move Lean - run: mv Lean ../Lean + # The runners are self-hosted and ../Lean sits outside the checkout, so it survives + # between runs. Left in place, mv moves into it instead of renaming, and the step + # fails on whichever runner has already built this repo once. + run: | + rm -rf ../Lean + mv Lean ../Lean - name: Run build and tests run: | # BuildDataSource dotnet build ./QuantConnect.DataSource.csproj /p:Configuration=Release /v:quiet /p:WarningLevel=1 + # BuildDataProcessing + # Built here too: without it a syntax error anywhere in the downloader lands on master + # with a green check, since nothing else in this workflow compiles that project. + dotnet build ./DataProcessing/DataProcessing.csproj /p:Configuration=Release /v:quiet /p:WarningLevel=1 # BuildTests dotnet build ./tests/Tests.csproj /p:Configuration=Release /v:quiet /p:WarningLevel=1 # Run Tests diff --git a/DataProcessing/DataProcessing.csproj b/DataProcessing/DataProcessing.csproj index 697ba6a..92ba250 100644 --- a/DataProcessing/DataProcessing.csproj +++ b/DataProcessing/DataProcessing.csproj @@ -16,4 +16,9 @@ + + diff --git a/DataProcessing/Program.cs b/DataProcessing/Program.cs index 6367eff..0a8f4b5 100644 --- a/DataProcessing/Program.cs +++ b/DataProcessing/Program.cs @@ -1,4 +1,4 @@ -/* +/* * QUANTCONNECT.COM - Democratizing Finance, Empowering Individuals. * Lean Algorithmic Trading Engine v2.0. Copyright 2014 QuantConnect Corporation. * @@ -14,7 +14,9 @@ */ using QuantConnect.Configuration; +using QuantConnect.DataSource; using QuantConnect.Logging; +using QuantConnect.Util; using System; using System.Diagnostics; using System.Globalization; @@ -23,11 +25,61 @@ namespace QuantConnect.DataProcessing { /// - /// Console program to convert from raw SEC data to a formatted form usable by LEAN + /// Console program to convert from raw SEC data to a formatted form usable by LEAN. + /// + /// The repository ships two unrelated SEC datasets and the "dataset-name" config key selects + /// which one a run processes: + /// + /// - "reports" (the default): the 10-K, 10-Q and 8-K filings, downloaded with + /// and converted with . + /// - "13f" (): Form 13F institutional holdings, aggregated per + /// security from the quarterly structured data sets. + /// + /// The default keeps a job that sets no dataset-name doing exactly what it did before the key + /// existed. /// public class Program { - public static void Main() + /// + /// The "dataset-name" config value that selects the shipped SEC reports dataset, and the + /// value assumed when the key is not set. + /// + private const string ReportsDatasetName = "reports"; + + /// Config key that asks the 13F run to rebuild the whole history instead of one date. + internal const string RebuildHistoryKey = "sec-13f-rebuild-history"; + + /// + /// Entrypoint of the program. The exit code is returned rather than handed to + /// from inside the work: that call does not unwind the stack, + /// so every finally block written for the failure paths would be skipped on all of them. + /// + /// Zero on success, one on any failure + public static int Main() + { + var dataset = Config.Get("dataset-name", ReportsDatasetName).Trim().ToLowerInvariant(); + + switch (dataset) + { + case ReportsDatasetName: + return ProcessReports(); + + case SEC13FDownloader.DatasetName: + return Process13F(); + + + default: + Log.Error($"DataProcessing.Main(): Unknown dataset-name '{dataset}'. Valid options: " + + $"{ReportsDatasetName}, {SEC13FDownloader.DatasetName}"); + return 1; + } + } + + /// + /// Downloads and converts the SEC reports dataset for the deployment date. + /// + /// Zero on success, one on any failure + private static int ProcessReports() { var processingDateValue = Environment.GetEnvironmentVariable("QC_DATAFLEET_DEPLOYMENT_DATE"); var processingDate = DateTime.ParseExact(processingDateValue, "yyyyMMdd", CultureInfo.InvariantCulture); @@ -62,10 +114,117 @@ public static void Main() catch (Exception e) { Log.Error(e, $"DataProcessing.Main(): {processingDate} Exception while processing SEC data"); - Environment.Exit(1); + return 1; + } + + return 0; + } + + /// + /// Downloads and converts the Form 13F institutional holdings dataset for the deployment date, + /// folding it into the published history, or rebuilds the whole history when asked to. + /// + /// Zero on success, one on any failure + private static int Process13F() + { + // Output root: {temp-output-directory}/alternative/sec. The downloader writes its report + // under the folder its data class names. + var destinationDirectory = Path.Combine( + Config.Get("temp-output-directory", "/temp-output-directory"), + "alternative", + SEC13FDownloader.VendorName); + + // The published history an incremental run merges its rows into. The destination is + // handed to the job empty, so reading history back from there would find nothing. + var processedDataDirectory = Path.Combine( + Config.Get("processed-data-directory", Globals.DataFolder), + "alternative", + SEC13FDownloader.VendorName); + + // Where downloads land. The job archives this folder after every run, as it does the + // reports dataset's feed archives, but does not restore it before the next. + var rawDataDirectory = Path.Combine( + Config.Get("raw-data-folder", "/raw"), + "alternative", + SEC13FDownloader.VendorName); + + if (!TryParseDeploymentDate(RebuildHistoryKey, out var deploymentDate)) + { + return 1; + } + + Log.Trace($"DataProcessing.Process13F(): writing {SEC13FDownloader.DatasetName} to {destinationDirectory}" + + (deploymentDate == null ? " for the full history" : $" for {deploymentDate:yyyy-MM-dd}")); + + var timer = Stopwatch.StartNew(); + SEC13FDownloader downloader; + try + { + downloader = new SEC13FDownloader(destinationDirectory, processedDataDirectory, deploymentDate, + rawDataDirectory); + } + catch (Exception err) + { + Log.Error(err, $"DataProcessing.Process13F(): The {SEC13FDownloader.DatasetName} downloader failed to be constructed"); + return 1; + } + + try + { + downloader.Run(); + + timer.Stop(); + Log.Trace($"DataProcessing.Process13F(): Conversion finished in time {timer.Elapsed}"); + return 0; + } + catch (Exception err) + { + Log.Error(err, $"DataProcessing.Process13F(): The {SEC13FDownloader.DatasetName} downloader exited unexpectedly"); + return 1; + } + finally + { + downloader.DisposeSafely(); + } + } + + + /// + /// Reads the deployment date the job runs for. A missing date is a misconfigured job rather + /// than a request for the whole history, which is asked for by name with + /// the dataset's rebuild key. + /// + /// The config key that asks this dataset for a full rebuild + /// The date, or null when the run rebuilds the whole history + /// True when the date is well formed, or absent with the rebuild asked for + internal static bool TryParseDeploymentDate(string rebuildHistoryKey, out DateTime? deploymentDate) + { + deploymentDate = null; + + var raw = Environment.GetEnvironmentVariable("QC_DATAFLEET_DEPLOYMENT_DATE"); + if (string.IsNullOrWhiteSpace(raw)) + { + if (Config.GetBool(rebuildHistoryKey)) + { + return true; + } + + Log.Error("DataProcessing.TryParseDeploymentDate(): QC_DATAFLEET_DEPLOYMENT_DATE is not set. Set it, or " + + $"set \"{rebuildHistoryKey}\": true to rebuild the whole history"); + return false; + } + + // A malformed date must not quietly become a full history run: that would turn a daily + // job into a complete refetch of five gigabytes without anyone noticing. + if (!DateTime.TryParseExact(raw.Trim(), "yyyyMMdd", CultureInfo.InvariantCulture, + DateTimeStyles.None, out var parsed)) + { + Log.Error($"DataProcessing.TryParseDeploymentDate(): QC_DATAFLEET_DEPLOYMENT_DATE '{raw}' is not yyyyMMdd"); + return false; } - Environment.Exit(0); + deploymentDate = parsed; + return true; } } } diff --git a/DataProcessing/SEC13FClosePrices.cs b/DataProcessing/SEC13FClosePrices.cs new file mode 100644 index 0000000..b2c09d3 --- /dev/null +++ b/DataProcessing/SEC13FClosePrices.cs @@ -0,0 +1,94 @@ +/* + * QUANTCONNECT.COM - Democratizing Finance, Empowering Individuals. + * Lean Algorithmic Trading Engine v2.0. Copyright 2014 QuantConnect Corporation. + * + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. +*/ + +using System; +using System.Collections.Generic; +using System.Globalization; +using System.IO; + +namespace QuantConnect.DataProcessing +{ + /// + /// Raw closing prices from LEAN's coarse universe files, one per trading day, which is what a + /// reported VALUE over SSHPRNAMT is checked against. The close of the quarter's last trading day + /// is known before any filing for that quarter can be made, so the check needs no other filing + /// and gives the same answer on the day a filing is read as in a rebuild years later. + /// + internal sealed class SEC13FClosePrices + { + /// Days walked back from a quarter end for its last trading day: a long weekend and a holiday. + private const int DaysToLookBack = 7; + + private readonly string _coarseDirectory; + private readonly Dictionary> _closesByDay = new(); + + public SEC13FClosePrices(string coarseDirectory) + { + _coarseDirectory = coarseDirectory; + } + + /// Whether the coarse files are there at all, so the caller can say so once. + public bool Available => Directory.Exists(_coarseDirectory); + + /// + /// The raw close of a security on the last trading day on or before the quarter end, or + /// null. Never a day after the filing date: a period typed years ahead would otherwise read + /// a price nobody had when the filing was made. + /// + public decimal? Close(SecurityIdentifier security, DateTime periodEnd, DateTime filingDate) + { + var last = periodEnd.Date < filingDate.Date ? periodEnd.Date : filingDate.Date; + for (var back = 0; back < DaysToLookBack; back++) + { + var closes = ClosesOn(last.AddDays(-back)); + if (closes != null) + { + // The last trading day decides: a security missing from it did not trade then. + return closes.TryGetValue(security.ToString(), out var close) && close > 0m ? close : null; + } + } + + return null; + } + + /// The closes of one trading day, keyed by security identifier, or null when the day has no file. + private Dictionary ClosesOn(DateTime day) + { + if (_closesByDay.TryGetValue(day, out var closes)) + { + return closes; + } + + var path = Path.Combine(_coarseDirectory, $"{day.ToString(DateFormat.EightCharacter, CultureInfo.InvariantCulture)}.csv"); + if (File.Exists(path)) + { + closes = new Dictionary(StringComparer.Ordinal); + + // sid, ticker, close, volume, dollar volume, has fundamentals, price factor, split factor + foreach (var line in File.ReadLines(path)) + { + var fields = line.Split(','); + if (fields.Length > 2 && decimal.TryParse(fields[2], NumberStyles.Any, CultureInfo.InvariantCulture, out var close)) + { + closes[fields[0]] = close; + } + } + } + + _closesByDay[day] = closes; + return closes; + } + } +} diff --git a/DataProcessing/SEC13FDownloader.cs b/DataProcessing/SEC13FDownloader.cs new file mode 100644 index 0000000..28ead97 --- /dev/null +++ b/DataProcessing/SEC13FDownloader.cs @@ -0,0 +1,2265 @@ +/* + * QUANTCONNECT.COM - Democratizing Finance, Empowering Individuals. + * Lean Algorithmic Trading Engine v2.0. Copyright 2014 QuantConnect Corporation. + * + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. +*/ + +using System; +using System.Collections.Generic; +using System.Globalization; +using System.IO; +using System.IO.Compression; +using System.Linq; +using System.Net; +using System.Runtime.CompilerServices; +using System.Text; +using System.Text.RegularExpressions; +using QuantConnect.Configuration; +using QuantConnect.Data.Auxiliary; +using QuantConnect.DataSource; +using QuantConnect.Interfaces; +using QuantConnect.Lean.Engine.DataFeeds; +using QuantConnect.Logging; +using QuantConnect.Securities; +using QuantConnect.Util; + +[assembly: InternalsVisibleTo("Tests")] + +namespace QuantConnect.DataProcessing +{ + /// + /// Converts Form 13F filings into LEAN's per-security files, one entry per filing date + /// date. Without QC_DATAFLEET_DEPLOYMENT_DATE it rebuilds the whole history, from the SEC's + /// structured data sets through the last window published and from EDGAR's daily indexes after + /// it; with it, it reads that day from EDGAR, with any recent day whose index came late, and + /// folds them into the published history. + /// + /// Besides the data folders it reads these config keys: sec-user-agent-company-name and + /// sec-user-agent-company-email, which the SEC asks automated readers for; sec-13f-rebuild-history, + /// which a run without a deployment date needs; and, for checks only, sec-13f-edgar-from, + /// sec-13f-edgar-until and sec-13f-rebuild-from, which move the rebuild's EDGAR days and skip the + /// older data sets. From the data folder it reads the map files and security-database.csv, which + /// resolve CUSIPs and tickers, and the coarse universe files, whose quarter-end closes decide + /// VALUE's unit and vet the crosswalk. + /// + public class SEC13FDownloader : IDisposable + { + /// + /// The "dataset-name" config value that selects this downloader. Spelled the same as the + /// data class's ReportFolder, which stays the single source of truth for the output path. + /// + public const string DatasetName = "13f"; + + /// Vendor name (matches the alternative/<vendor> data path). + public static string VendorName => "sec"; + + private const string DataSetsPageUrl = "https://www.sec.gov/data-research/sec-markets-data/form-13f-data-sets"; + private const string SecBaseUrl = "https://www.sec.gov"; + + + // A 13F-NT is a notice that the manager's holdings are reported on someone else's filing. It + // carries no INFOTABLE at all, so it is not a zero position and must not become one. + private const string NoticeSubmissionTypePrefix = "13F-NT"; + + // A 13F-HR/A amends the manager's report for the quarter, and most restate all of it, so an + // amendment's lines count only for a security the manager had not reported yet. A + // restatement's corrections to a position already counted are not applied; see AdmitAmendment. + private const string AmendmentSubmissionTypeSuffix = "/A"; + + // EDGAR lists a day's filings in its daily index at about 22:05 ET (02:02 to 02:07 UTC the + // next morning over six business days measured in September 2026). The daily job reads that + // index at 01:00 ET the next day with a one hour timeout (schedule "0 1 * * 2-6", Date + // Offset 1), so a filing is published the day after its FILING_DATE at ReleaseTimeOfDay. + // Stamping it any earlier would let a backtest read it before the live job had it. + + /// Config key that starts the rebuild's EDGAR days on this yyyyMMdd instead of after the last data set. + internal const string EdgarFromKey = "sec-13f-edgar-from"; + + /// Config key that ends the rebuild's EDGAR days on this yyyyMMdd instead of yesterday. + internal const string EdgarUntilKey = "sec-13f-edgar-until"; + + /// + /// Config key that makes the rebuild skip the data sets ending before this yyyyMMdd. For checks + /// only: the rules do not depend on the old years, and cutting them takes a rebuild from ten + /// minutes to one or two. A published history always starts in 2013. + /// + internal const string RebuildFromKey = "sec-13f-rebuild-from"; + + /// The EDGAR days already folded into the published history, one yyyyMMdd per line. + private const string EdgarStateFileName = "edgar-days.txt"; + + /// + /// Where the filing managers' names live, once each, so that the reported positions can + /// carry nothing but the CIK. + /// + private const string ManagerNamesFileName = "managers.csv"; + + /// How far back a daily run looks for a day whose index EDGAR published late. + private const int EdgarLookbackDays = 10; + + private const string ReleaseFormat = "yyyyMMdd HH:mm"; + private const string PeriodFormat = "yyyyMMdd"; + + // A staged row: release, period, the eight measures and the confidential flag. + private const int FirstValueColumn = 2; + private const int ValueColumnCount = 8; + private const int PublishedColumnCount = FirstValueColumn + ValueColumnCount + 1; + + // A published line: the release stamp, how many quarters it restates, and then that many + // groups of columns, one per quarter. Every quarter a release restates travels in one line, + // since LEAN hands an algorithm a single data point per security per timestamp. + private const int PointHeaderColumns = 2; + private const int GroupColumnCount = ValueColumnCount + 2; + + // N-PORT quarters folded into the crosswalk: a year reaches every security still trading. + private const int NPortQuartersToFold = 4; + + /// Days after a quarter end that managers have to file their 13F for it. + private const int FilingDeadlineDays = 45; + + // The SEC rule: VALUE in thousands for filings before this date, whole dollars from it. + // DetectValueUnits checks each filing against it. + private static readonly DateTime ValueInWholeDollarsFrom = new(2023, 1, 1); + + // How far, in log10, a crosswalk group's median price may sit from the close times a power + // of a thousand and still be that security: about three times either way. Farther is another + // security, as DeFi Technologies at $2 reaching the $129 Hashdex DEFI ETF through its ticker. + private const double PriceMatchTolerance = 0.5; + + private static readonly string[] SecDateFormats = { "dd-MMM-yyyy", "d-MMM-yyyy", "yyyy-MM-dd", "MM/dd/yyyy" }; + + private static readonly Regex ArchiveLinkRegex = new( + @"href=""(?[^""]*?/(?[^""/]+_form13f\.zip))""", + RegexOptions.Compiled | RegexOptions.IgnoreCase); + + private static readonly Regex QuarterArchiveRegex = new( + @"^(?\d{4})q(?[1-4])_form13f\.zip$", + RegexOptions.Compiled | RegexOptions.IgnoreCase); + + private static readonly Regex WindowArchiveRegex = new( + @"^(?\d{2}[a-z]{3}\d{4})-(?\d{2}[a-z]{3}\d{4})_form13f\.zip$", + RegexOptions.Compiled | RegexOptions.IgnoreCase); + + private readonly string _destinationDirectory; + private readonly string _processedDataDirectory; + private readonly string _archiveCacheDirectory; + private readonly DateTime? _deploymentDate; + + private readonly SECEdgarClient _edgar = new(); + + private readonly IMapFileProvider _mapFileProvider; + + // The security database's rows by CUSIP body and by ISIN, every row kept, since the database + // repeats identifiers across the listings one company has had. See TradingDefinition. + private readonly Dictionary> _definitionsByCusip; + private readonly Dictionary> _definitionsByIsin; + + /// The equity issues of each six character issuer, for resolving an option CUSIP. + private readonly Dictionary> _equityIssuesByIssuer; + + /// + /// CUSIP and filing date to security, misses included, since each miss scans the whole + /// security database. The date is part of the key because resolution is point in time; the + /// cache is cleared per archive so it stays the size of one window. + /// + private readonly Dictionary<(string Cusip, DateTime Date), SecurityIdentifier> _resolvedCusips = new(); + + /// CUSIPs already tallied in the resolution summary, so its totals stay per CUSIP. + private readonly HashSet _countedCusips = new(StringComparer.Ordinal); + + /// Map file per security, so the point-in-time ticker costs one lookup per date. + private readonly Dictionary _mapFiles = new(); + + /// Accessions already folded in, so a submission can never be counted twice. + private readonly HashSet _processedAccessions = new(StringComparer.Ordinal); + + /// + /// Every filing manager's name by CIK, as the most recent cover page stated it. Published + /// once in managers.csv rather than on each of the reported positions. + /// + private readonly Dictionary _managerNames = new(); + + /// + /// Rows waiting to be staged, flushed per archive. Keyed by security, because several CUSIPs + /// can reach one security and their lines all belong in its file. Each row keeps the ticker + /// of its filing date, which is the file it lands in. + /// + private readonly Dictionary> + _pendingSecurityRows = new(StringComparer.Ordinal); + + /// + /// Where increments wait, one file per security, until the finalize pass. Per security + /// because the running total belongs to the security and not to a ticker, and outside the + /// output folder because everything there is published. + /// + private readonly string _stagingDirectory = + Path.Combine(Path.GetTempPath(), "sec-13f-staging", Guid.NewGuid().ToString("N")); + + /// Every security with increments staged, which is every security this run touched. + private readonly HashSet _stagedSecurities = new(StringComparer.Ordinal); + + /// + /// Amendments admitted in this archive, as (filer key, filing date), so one amendment naming + /// several CUSIPs of a security is admitted for all of them. + /// + + /// Ticker and date to the security the map files say owns that ticker then, per archive. + private readonly Dictionary<(string Ticker, DateTime Date), string> _tickerOwners = new(); + + private long _conflictingTickers; + private decimal _conflictingValue; + private readonly List _conflictSample = new(); + + /// + /// CUSIP to the ticker the SEC's N-PORT filings report for it. Built on first use rather than + /// at construction: the archives may all resolve through the security database, and building + /// it downloads a few hundred megabytes per quarter folded in. Settable for tests. + /// + internal Dictionary TickerCrosswalk + { + // Read from the published copy and written with the output, since the raw folder is not + // restored between runs and the next run would otherwise rebuild it from 1.8 GB of N-PORT. + get => _tickerCrosswalk ??= SEC13FTickerCrosswalk.Load(_processedDataDirectory, _destinationDirectory, + NPortQuartersToFold, _edgar.UrlExists, (url, name) => _edgar.DownloadFile(url, name, _archiveCacheDirectory)); + set => _tickerCrosswalk = value; + } + + private Dictionary _tickerCrosswalk; + + /// CUSIP to the security its crosswalk ticker named when the funds reported it. + private readonly Dictionary _crosswalkSecurities = new(StringComparer.Ordinal); + + private long _resolvedByCusip; + private long _resolvedByIsin; + private long _resolvedByTicker; + private long _resolvedByOptionUnderlying; + private long _unresolvedGroups; + private long _malformedCusips; + private decimal _resolvedValue; + private decimal _unresolvedValue; + private readonly HashSet _unresolvedCusips = new(StringComparer.Ordinal); + + /// + /// CUSIPs and filing dates resolved through the crosswalk rather than the security database, + /// cleared with the resolution cache. Their groups are checked against the close, since a fund + /// administrator's ticker can name another company. + /// + private readonly HashSet<(string Cusip, DateTime Date)> _crosswalkResolutions = new(); + + private long _debtCusipsRejected; + private long _mismatchedGroups; + private decimal _mismatchedValue; + + /// The quarter-end closes that decide VALUE's unit and vet crosswalk resolutions. + private readonly SEC13FClosePrices _closePrices; + + /// EDGAR days already folded into the history, published so a daily run never reads one twice. + private readonly SortedSet _edgarDays = new(); + + private readonly DateTime? _edgarFrom; + private readonly DateTime? _edgarUntil; + + /// + /// Creates a new instance writing to , merging with any + /// previously processed data found in . A null + /// rebuilds the history from the data sets and EDGAR; a date + /// reads that day's filings from EDGAR, with any recent day it has not read yet. Downloads are + /// kept under so the next run finds them. + /// + public SEC13FDownloader(string destinationDirectory, string processedDataDirectory, DateTime? deploymentDate, + string rawDataDirectory = null) + { + // The folder comes from the data type rather than a literal, so the writer and the + // reader cannot drift apart. + _destinationDirectory = Path.Combine(destinationDirectory, SEC13FHolding.ReportFolder); + _processedDataDirectory = Path.Combine(processedDataDirectory, SEC13FHolding.ReportFolder); + _deploymentDate = deploymentDate; + + // Downloads land in the raw folder, which the job archives after every run but does not + // restore before the next, so it only saves work within a run. + _archiveCacheDirectory = rawDataDirectory == null + ? Path.Combine(Path.GetTempPath(), "sec-13f-archives") + : Path.Combine(rawDataDirectory, SEC13FHolding.ReportFolder, "archives"); + Directory.CreateDirectory(_archiveCacheDirectory); + + // Zip, not disk: the security master ships map_files_.zip, and the disk provider + // only sees loose csv files, so it would resolve almost nothing without failing. + _mapFileProvider = new LocalZipMapFileProvider(); + _mapFileProvider.Initialize(new DefaultDataProvider()); + + // The security database is in place wherever the job runs, as the map files are. Its rows are + // read here rather than through LEAN's resolver, which keeps only the first row of an + // identifier the database repeats; a data folder without it, as in the unit tests, reads as empty. + var securityDatabasePath = Path.Combine( + Globals.GetDataFolderPath("symbol-properties"), "security-database.csv"); + SecurityDefinition.TryRead(new DefaultDataProvider(), securityDatabasePath, out var definitions); + definitions ??= new List(); + + _definitionsByCusip = IndexDefinitions(definitions, definition => DatabaseCusip(definition.CUSIP)); + _definitionsByIsin = IndexDefinitions(definitions, definition => definition.ISIN); + + // The equity issues each issuer has, which is what an option CUSIP is resolved through. + _equityIssuesByIssuer = _definitionsByCusip.Keys + .Where(cusip => cusip.Length >= IssuerLength + 2 && + char.IsDigit(cusip[IssuerLength]) && char.IsDigit(cusip[IssuerLength + 1])) + .GroupBy(cusip => cusip.Substring(0, IssuerLength), StringComparer.OrdinalIgnoreCase) + .ToDictionary(group => group.Key, + group => group.Distinct(StringComparer.OrdinalIgnoreCase).ToList(), + StringComparer.OrdinalIgnoreCase); + + _closePrices = new SEC13FClosePrices(Path.Combine(Globals.DataFolder, "equity", "usa", "fundamental", "coarse")); + if (!_closePrices.Available) + { + Log.Error("SEC13FDownloader(): the coarse universe files are missing from the data folder. Without the " + + "quarter-end closes VALUE takes the SEC unit rule of each filing's date, and a crosswalk match whose " + + "CUSIP carries letters in its issue number, which only a price can confirm, is dropped."); + } + + _edgarFrom = ParseOptionalDate(Config.Get(EdgarFromKey), EdgarFromKey); + _edgarUntil = ParseOptionalDate(Config.Get(EdgarUntilKey), EdgarUntilKey); + } + + /// A yyyyMMdd config value, or null when the key is not set. + private static DateTime? ParseOptionalDate(string value, string key) + { + if (string.IsNullOrWhiteSpace(value)) + { + return null; + } + + if (DateTime.TryParseExact(value.Trim(), DateFormat.EightCharacter, CultureInfo.InvariantCulture, + DateTimeStyles.None, out var date)) + { + return date; + } + + throw new ArgumentException($"SEC13FDownloader(): {key} '{value}' is not yyyyMMdd"); + } + + /// + /// Runs the download/convert. Failures throw rather than return false, so the caller logs + /// the actual reason: a guard stopping the run and a network outage are not the same thing. + /// + public void Run() + { + RequireEmptyDestination(); + RequirePublishedHistoryForIncrementalRun(); + ReadEdgarState(); + + if (_deploymentDate == null) + { + // The data sets as far as they reach, then EDGAR day by day: the filings the daily + // job reads, with the stamps it gives them. + var archives = GetArchives(); + var edgarFrom = _edgarFrom ?? archives[archives.Count - 1].End.AddDays(1); + var rebuildFrom = ParseOptionalDate(Config.Get(RebuildFromKey), RebuildFromKey); + var selected = ArchivesBefore(archives, edgarFrom) + .Where(archive => rebuildFrom == null || archive.End >= rebuildFrom) + .ToList(); + _edgarFirstDay = edgarFrom; + Log.Trace($"SEC13FDownloader.Run(): {archives.Count} archives published, processing {selected.Count} " + + $"through {selected.LastOrDefault()?.End:yyyy-MM-dd}, then EDGAR from {edgarFrom:yyyy-MM-dd}"); + + foreach (var archive in selected) + { + ProcessArchive(archive); + FlushPendingRows(); + } + + ProcessEdgarDays(EdgarDaysToRead(edgarFrom, _edgarUntil ?? YesterdayInNewYork())); + } + else + { + // The deployment date, and any recent day whose index EDGAR published late. + ProcessEdgarDays(EdgarDaysToRead(_deploymentDate.Value.AddDays(-EdgarLookbackDays), _deploymentDate.Value)); + } + + FinalizeSecurityFiles(); + WriteEdgarState(); + LogResolutionSummary(); + } + + /// + /// Reads each day's filings from EDGAR and folds them in like an archive. A weekday without an + /// index is a holiday or a late index; it is not recorded, so a later run can still read it. + /// + private void ProcessEdgarDays(List days) + { + var read = 0; + foreach (var day in days) + { + var path = SEC13FEdgarDay.Build(day, _archiveCacheDirectory, _edgar.ListDirectory, url => _edgar.GetText(url)); + if (path == null) + { + Log.Trace($"SEC13FDownloader.ProcessEdgarDays(): EDGAR lists no index for {day:yyyy-MM-dd}"); + continue; + } + + ProcessArchive(new Archive(Path.GetFileName(path), SECEdgarIndex.IndexUrl(day), day, day, IsDaily: true)); + FlushPendingRows(); + _edgarDays.Add(day); + read++; + } + + Log.Trace($"SEC13FDownloader.ProcessEdgarDays(): read {read} of {days.Count} EDGAR days"); + } + + /// + /// The data sets whose window ends before EDGAR takes over. A window that straddles the switch + /// would have its filings read from both sources or from neither, so it stops the run. + /// + internal static List ArchivesBefore(List archives, DateTime edgarFrom) + { + var straddling = archives.FirstOrDefault(archive => archive.Start < edgarFrom && archive.End >= edgarFrom); + if (straddling != null) + { + throw new InvalidOperationException( + $"SEC13FDownloader.ArchivesBefore(): {straddling.Name} covers {edgarFrom:yyyy-MM-dd}. EDGAR has to " + + "take over the day after a data set ends, or that window would be read twice or not at all."); + } + + return archives.Where(archive => archive.End < edgarFrom).ToList(); + } + + /// + /// The weekdays from one date to another that no earlier run has folded in, never before the + /// day EDGAR took over from the data sets. + /// + internal List EdgarDaysToRead(DateTime from, DateTime until) + { + var days = new List(); + var first = from.Date < _edgarFirstDay ? _edgarFirstDay : from.Date; + for (var day = first; day <= until.Date; day = day.AddDays(1)) + { + if (day.DayOfWeek != DayOfWeek.Saturday && day.DayOfWeek != DayOfWeek.Sunday && !_edgarDays.Contains(day)) + { + days.Add(day); + } + } + + return days; + } + + /// The last complete EDGAR day when the rebuild runs, in the SEC's time zone. + private static DateTime YesterdayInNewYork() + { + return DateTime.UtcNow.ConvertFromUtc(TimeZones.NewYork).Date.AddDays(-1); + } + + /// + /// Stops a run into a destination that already holds files. The job hands it over empty, and + /// whatever an earlier run left there would be read back and published again. + /// + internal void RequireEmptyDestination() + { + if (Directory.Exists(_destinationDirectory) && Directory.EnumerateFileSystemEntries(_destinationDirectory).Any()) + { + throw new InvalidOperationException( + $"SEC13FDownloader.Run(): {_destinationDirectory} is not empty. The destination has to start empty, " + + "or the files an earlier run left there would be published again."); + } + } + + /// + /// Stops an incremental run that cannot see the published history: merging into nothing would + /// republish thirteen years as one three month window and still report success. + /// + internal void RequirePublishedHistoryForIncrementalRun() + { + if (_deploymentDate == null) + { + return; + } + + var published = Directory.Exists(_processedDataDirectory) + ? Directory.EnumerateFiles(_processedDataDirectory, "*.csv").Count() + : 0; + + if (published == 0) + { + throw new InvalidOperationException( + $"SEC13FDownloader.Run(): the incremental run for {_deploymentDate:yyyy-MM-dd} found no published " + + $"history under {_processedDataDirectory}. Publishing this window on its own would truncate the " + + "dataset to it, so the run stops instead of reporting success."); + } + + Log.Trace($"SEC13FDownloader.Run(): {published} published securities to merge into, " + + $"read from {_processedDataDirectory}"); + + RequireEdgarStateForIncrementalRun(); + } + + /// + /// Stops an incremental run that cannot tell which EDGAR days are already published: reading + /// one again would add its filings a second time under a later stamp. + /// + internal void RequireEdgarStateForIncrementalRun() + { + var path = Path.Combine(_processedDataDirectory, EdgarStateFileName); + if (File.Exists(path)) + { + return; + } + + throw new InvalidOperationException( + $"SEC13FDownloader.Run(): the incremental run for {_deploymentDate:yyyy-MM-dd} found no EDGAR state at " + + $"{path}, so it cannot tell a day already published from a new one. Republish the dataset with a full " + + "history run to restore it."); + } + + /// + /// One archive: the zip name, its absolute URL, and the filing-receipt window it covers. A + /// daily one is a day read from EDGAR, which may hold no holdings filing at all. + /// + internal sealed record Archive(string Name, string Url, DateTime Start, DateTime End, bool IsDaily = false); + + /// + /// Scrapes the data sets page for every published archive, oldest first, so a new window is + /// picked up without a code change. + /// + private List GetArchives() + { + var html = _edgar.GetText(DataSetsPageUrl); + var archives = new Dictionary(StringComparer.OrdinalIgnoreCase); + + foreach (Match match in ArchiveLinkRegex.Matches(html)) + { + var name = match.Groups["name"].Value; + if (archives.ContainsKey(name)) + { + continue; + } + + var href = WebUtility.HtmlDecode(match.Groups["href"].Value); + var url = href.StartsWith("http", StringComparison.OrdinalIgnoreCase) + ? href + : SecBaseUrl + (href.StartsWith("/", StringComparison.Ordinal) ? href : "/" + href); + + var (start, end) = ParseArchiveWindow(name); + archives[name] = new Archive(name, url, start, end); + } + + if (archives.Count == 0) + { + throw new InvalidOperationException( + $"SEC13FDownloader.GetArchives(): no _form13f.zip links found on {DataSetsPageUrl}. " + + "The page layout changed, or the request was blocked."); + } + + return archives.Values.OrderBy(x => x.End).ThenBy(x => x.Name, StringComparer.Ordinal).ToList(); + } + + /// + /// Reads the filing-receipt window out of an archive name. Two shapes are published: + /// "2013q2_form13f.zip" for the quarterly archives and "01mar2026-31may2026_form13f.zip" for + /// the rolling windows that replaced them. + /// + private static (DateTime start, DateTime end) ParseArchiveWindow(string name) + { + var quarter = QuarterArchiveRegex.Match(name); + if (quarter.Success) + { + var year = int.Parse(quarter.Groups["year"].Value, CultureInfo.InvariantCulture); + var number = int.Parse(quarter.Groups["quarter"].Value, CultureInfo.InvariantCulture); + var start = new DateTime(year, number * 3 - 2, 1); + return (start, start.AddMonths(3).AddDays(-1)); + } + + var window = WindowArchiveRegex.Match(name); + if (window.Success) + { + return (ParseWindowDate(window.Groups["start"].Value), ParseWindowDate(window.Groups["end"].Value)); + } + + throw new FormatException( + $"SEC13FDownloader.ParseArchiveWindow(): '{name}' matches neither the quarterly nor the " + + "rolling-window naming. A third naming scheme appeared and the selection would be wrong."); + } + + /// Parses a "01mar2026" style date out of a rolling-window archive name. + private static DateTime ParseWindowDate(string value) + { + return DateTime.ParseExact(value, "ddMMMyyyy", CultureInfo.InvariantCulture); + } + + /// + /// The first day EDGAR is responsible for: the day after the last data set the rebuild read. + /// Earlier days came from the data sets and are not in the list, so a daily run must never + /// read them from EDGAR; it did once, and counted their filings twice. + /// + private DateTime _edgarFirstDay; + + private const string EdgarFirstDayPrefix = "#from "; + + /// Loads the EDGAR days an earlier run published. A full run reads them all again and starts empty. + internal void ReadEdgarState() + { + if (_deploymentDate == null) + { + return; + } + + var path = Path.Combine(_processedDataDirectory, EdgarStateFileName); + var header = false; + foreach (var line in File.ReadLines(path)) + { + if (line.StartsWith(EdgarFirstDayPrefix, StringComparison.Ordinal)) + { + _edgarFirstDay = DateTime.ParseExact(line.Substring(EdgarFirstDayPrefix.Length).Trim(), + DateFormat.EightCharacter, CultureInfo.InvariantCulture); + header = true; + } + else if (!string.IsNullOrWhiteSpace(line)) + { + _edgarDays.Add(DateTime.ParseExact(line.Trim(), DateFormat.EightCharacter, CultureInfo.InvariantCulture)); + } + } + + if (!header) + { + throw new InvalidDataException($"SEC13FDownloader.ReadEdgarState(): {path} does not say which day EDGAR " + + "took over from the data sets, so a daily run could read a day twice. Republish with a full history run."); + } + + Log.Trace($"SEC13FDownloader.ReadEdgarState(): EDGAR from {_edgarFirstDay:yyyy-MM-dd}, {_edgarDays.Count} " + + $"days already published, the last {_edgarDays.Max:yyyy-MM-dd}"); + } + + /// Publishes the day EDGAR took over and the days folded in so far, oldest first. + internal void WriteEdgarState() + { + Directory.CreateDirectory(_destinationDirectory); + SEC13FFiles.WriteThenMove(Path.Combine(_destinationDirectory, EdgarStateFileName), stream => + { + using var writer = new StreamWriter(stream, leaveOpen: true); + writer.Write(EdgarFirstDayPrefix + _edgarFirstDay.ToString(DateFormat.EightCharacter, CultureInfo.InvariantCulture)); + writer.Write('\n'); + foreach (var day in _edgarDays) + { + writer.Write(day.ToString(DateFormat.EightCharacter, CultureInfo.InvariantCulture)); + writer.Write('\n'); + } + }); + } + + /// + /// Reads one archive end to end: the submissions that carry holdings, the confidential + /// treatment flags, and then the positions themselves, streamed rather than loaded. + /// + internal void ProcessArchive(Archive archive) + { + // One window's worth of resolutions is all that is worth holding: the key carries the + // filing date, so entries from a window already read can never be hit again. + _resolvedCusips.Clear(); + _crosswalkResolutions.Clear(); + _tickerOwners.Clear(); + + var path = DownloadArchive(archive); + + using var stream = new FileStream(path, FileMode.Open, FileAccess.Read); + using var zip = new ZipArchive(stream, ZipArchiveMode.Read); + + var submissions = ReadSubmissions(zip, archive); + if (submissions.Count == 0 && !archive.IsDaily) + { + // The windows do not overlap, so an archive with no holdings means the layout moved, + // and carrying on would publish a history with this window missing. A single EDGAR + // day can legitimately carry none. + throw new InvalidDataException( + $"SEC13FDownloader.ProcessArchive(): {archive.Name} yielded no holdings submissions. " + + "An archive that contributes nothing means the upstream layout moved."); + } + + ApplyConfidentialFlags(zip, archive, submissions); + ReadCoverPages(zip, archive, submissions); + + var holdings = ReadInfoTable(zip, archive, submissions); + Log.Trace($"SEC13FDownloader.ProcessArchive(): {archive.Name}: {submissions.Count} submissions, " + + $"{holdings.Count} (security, period, release) groups"); + + EmitHoldings(holdings); + } + + internal string DownloadArchive(Archive archive) + { + return _edgar.DownloadFile(archive.Url, archive.Name, _archiveCacheDirectory); + } + + /// One filing that carries holdings, keyed in the caller by accession number. + internal sealed class Submission + { + public string Accession { get; init; } + public int Cik { get; init; } + public DateTime FilingDate { get; init; } + public DateTime Period { get; init; } + public bool ConfidentialOmitted { get; set; } + + /// The submission type as filed, 13F-HR or 13F-HR/A. + public string FormType { get; init; } + + /// True for a 13F-HR/A, which restates a report this filer already made. + public bool IsAmendment { get; init; } + + /// + /// Whether an amendment restates the whole report or only adds holdings, as the filer + /// declared it on the cover page. Empty on an original filing. + /// + public string AmendmentType { get; set; } = string.Empty; + + /// The amendment's sequence number, or null on an original filing. + public int? AmendmentNumber { get; set; } + + /// The filing manager's name as the cover page states it. + public string ManagerName { get; set; } = string.Empty; + + /// + /// The date a previously confidential filing was originally made, which the cover page + /// carries as DATEREPORTED on about two filings in a thousand. + /// + public DateTime? DateReported { get; set; } + } + + /// + /// Reads SUBMISSION.tsv, keeping only the filings that carry positions and that no earlier + /// archive already contributed. + /// + private Dictionary ReadSubmissions(ZipArchive zip, Archive archive) + { + var submissions = new Dictionary(StringComparer.Ordinal); + var notices = 0; + + foreach (var (columns, fields) in ReadTable(zip, archive, "SUBMISSION.tsv", + "ACCESSION_NUMBER", "FILING_DATE", "SUBMISSIONTYPE", "CIK", "PERIODOFREPORT")) + { + var submissionType = fields[columns["SUBMISSIONTYPE"]]; + if (submissionType.StartsWith(NoticeSubmissionTypePrefix, StringComparison.OrdinalIgnoreCase)) + { + notices++; + continue; + } + + var accession = fields[columns["ACCESSION_NUMBER"]]; + if (!_processedAccessions.Add(accession)) + { + continue; + } + + submissions[accession] = new Submission + { + Accession = accession, + Cik = int.Parse(fields[columns["CIK"]], NumberStyles.Integer, CultureInfo.InvariantCulture), + FilingDate = ParseSecDate(fields[columns["FILING_DATE"]], archive, "FILING_DATE"), + Period = ParseSecDate(fields[columns["PERIODOFREPORT"]], archive, "PERIODOFREPORT"), + FormType = submissionType.Trim(), + IsAmendment = submissionType.EndsWith(AmendmentSubmissionTypeSuffix, StringComparison.OrdinalIgnoreCase) + }; + } + + Log.Trace($"SEC13FDownloader.ReadSubmissions(): {archive.Name}: {submissions.Count} holdings filings, " + + $"{notices} notices skipped"); + return submissions; + } + + /// + /// Marks the filings that withheld positions under confidential treatment (SUMMARYPAGE + /// ISCONFIDENTIALOMITTED). COVERPAGE CONFDENIEDEXPIRED is not read: it means the opposite, + /// positions withheld before and disclosed in this filing. + /// + private void ApplyConfidentialFlags(ZipArchive zip, Archive archive, Dictionary submissions) + { + var flagged = 0; + + foreach (var (columns, fields) in ReadTable( + zip, archive, "SUMMARYPAGE.tsv", "ACCESSION_NUMBER", "ISCONFIDENTIALOMITTED")) + { + if (!IsYes(fields[columns["ISCONFIDENTIALOMITTED"]]) || + !submissions.TryGetValue(fields[columns["ACCESSION_NUMBER"]], out var submission) || + submission.ConfidentialOmitted) + { + continue; + } + + submission.ConfidentialOmitted = true; + flagged++; + } + + Log.Trace($"SEC13FDownloader.ApplyConfidentialFlags(): {archive.Name}: {flagged} filings flagged"); + } + + /// + /// Reads COVERPAGE.tsv for what the filer declared about the filing itself: the manager's + /// name, whether an amendment restates or supplements, and the date a filing withheld under + /// confidential treatment was originally made. + /// + /// The names are collected rather than written onto every line. A name repeated on each of + /// the hundred and twenty three million reported positions would be the largest column in + /// the dataset and would restate a fund's whole history the day it renames itself, so the + /// lines carry the CIK and the names are published once, in managers.csv. + /// + private void ReadCoverPages(ZipArchive zip, Archive archive, Dictionary submissions) + { + var amendments = 0; + var reported = 0; + + foreach (var (columns, fields) in ReadTable(zip, archive, "COVERPAGE.tsv", + "ACCESSION_NUMBER", "AMENDMENTNO", "AMENDMENTTYPE", "DATEREPORTED", "FILINGMANAGER_NAME")) + { + if (!submissions.TryGetValue(fields[columns["ACCESSION_NUMBER"]], out var submission)) + { + // A notice, or a filing an earlier archive already contributed. + continue; + } + + var name = Sanitize(fields[columns["FILINGMANAGER_NAME"]]); + if (name.Length > 0) + { + submission.ManagerName = name; + + // The latest name a run sees for a CIK wins, which is the one filed most + // recently, since the archives are read oldest first. + _managerNames[submission.Cik] = name; + } + + var amendmentType = Sanitize(fields[columns["AMENDMENTTYPE"]]); + if (amendmentType.Length > 0) + { + submission.AmendmentType = amendmentType; + amendments++; + } + + var amendmentNumber = fields[columns["AMENDMENTNO"]].Trim(); + if (amendmentNumber.Length > 0 && + int.TryParse(amendmentNumber, NumberStyles.Integer, CultureInfo.InvariantCulture, out var number)) + { + submission.AmendmentNumber = number; + } + + // DATEREPORTED is the date a confidential filing was originally made, not a + // timestamp for the positions: it is filled on about two filings in a thousand and + // is left null on the rest rather than falling back to the filing date. + var dateReported = fields[columns["DATEREPORTED"]].Trim().Split(' ')[0]; + if (dateReported.Length > 0 && + DateTime.TryParseExact(dateReported, SecDateFormats, CultureInfo.InvariantCulture, + DateTimeStyles.None, out var parsed)) + { + submission.DateReported = parsed; + reported++; + } + } + + Log.Trace($"SEC13FDownloader.ReadCoverPages(): {archive.Name}: {amendments} amendments declared, " + + $"{reported} filings carrying a confidential report date, {_managerNames.Count} managers known"); + } + + /// + /// Makes a free text field safe to write into a comma separated line that LEAN splits on + /// every comma. The alternative, quoting the field, would need every reader of the dataset + /// to parse quotes, which the engine's own CSV path does not. + /// + private static string Sanitize(string value) + { + return value.Trim().Replace(',', ' ').Replace('"', ' ').Trim(); + } + + /// + /// One line of one filing's information table, carried through to publication unchanged. + /// Nothing is added to anything: two managers reporting the same security on the same day, + /// or one manager reporting it twice, give two of these and stay apart. + /// + internal sealed class PositionLine + { + /// The filing this line was reported on, which carries the manager and the dates. + public Submission Submission { get; init; } + + public string TitleOfClass { get; init; } + public decimal? Amount { get; init; } + public string AmountType { get; init; } + + /// VALUE as the manager stated it, in whatever unit the filing used. + public decimal? ReportedValue { get; init; } + + /// The power of ten that turns into whole dollars. + public int ValueScale { get; init; } + + public string PutCall { get; init; } + public string InvestmentDiscretion { get; init; } + public string OtherManager { get; init; } + public decimal? VotingSole { get; init; } + public decimal? VotingShared { get; init; } + public decimal? VotingNone { get; init; } + + /// The line's market value in dollars, which the coverage summary totals. + public decimal DollarValue => (ReportedValue ?? 0m) * SEC13FHolding.PowerOfTen(ValueScale); + } + + /// + /// The reported lines sharing one (CUSIP, period, filing date). They are grouped only so + /// that the identity of the security is resolved once for all of them, and so that the + /// crosswalk check has every implied price of the group to judge by; the lines themselves + /// are published one by one. + /// + internal sealed class Holding + { + /// Every line of the group, in the order the information table listed them. + public List Lines { get; } = new(); + + /// Every reported value of the group, for the coverage summary. + public decimal ReportedValue => Lines.Sum(line => line.DollarValue); + + /// + /// The implied price, VALUE over SSHPRNAMT as reported, of every share line in the group, + /// which is what a crosswalk resolution is checked against the close with. + /// + public List SharePrices { get; } = new(); + } + + /// + /// What the lines of one group share: the CUSIP the manager named, the quarter it reported + /// and the day the filing reached EDGAR. + /// + internal readonly record struct HoldingKey(string Cusip, DateTime Period, DateTime FilingDate); + + /// + /// Streams INFOTABLE.tsv and collects every reported line into its group. Nothing is summed + /// and no line is dropped: a line is published as the manager filed it, including the option + /// and debt lines the aggregated model used to fold away, each with its own amount type. + /// + internal Dictionary ReadInfoTable( + ZipArchive zip, Archive archive, Dictionary submissions) + { + var holdings = new Dictionary(); + var units = DetectValueUnits(zip, archive, submissions); + var lines = 0L; + + foreach (var (columns, fields) in ReadTable(zip, archive, "INFOTABLE.tsv", + "ACCESSION_NUMBER", "CUSIP", "TITLEOFCLASS", "VALUE", "SSHPRNAMT", "SSHPRNAMTTYPE", + "PUTCALL", "INVESTMENTDISCRETION", "OTHERMANAGER", + "VOTING_AUTH_SOLE", "VOTING_AUTH_SHARED", "VOTING_AUTH_NONE")) + { + var accession = fields[columns["ACCESSION_NUMBER"]]; + if (!submissions.TryGetValue(accession, out var submission)) + { + // A notice, or a filing an earlier archive already contributed. + continue; + } + + var cusip = fields[columns["CUSIP"]].Trim().ToUpperInvariant(); + if (cusip.Length == 0) + { + continue; + } + + var key = new HoldingKey(cusip, submission.Period, submission.FilingDate); + if (!holdings.TryGetValue(key, out var group)) + { + holdings[key] = group = new Holding(); + } + + var shareType = fields[columns["SSHPRNAMTTYPE"]].Trim(); + var putCall = fields[columns["PUTCALL"]].Trim(); + var amount = ParseDecimal(fields[columns["SSHPRNAMT"]]); + var value = ParseDecimal(fields[columns["VALUE"]]); + + // Only a plain share line says anything about the unit the filing reports values in, + // and only those prices are worth comparing with a close, so the crosswalk check is + // given those and no others. + var isShareLine = putCall.Length == 0 && shareType.Equals("SH", StringComparison.OrdinalIgnoreCase); + if (isShareLine && value > 0m && amount > 0m) + { + group.SharePrices.Add((double)(value / amount)); + } + + // The unit is detected per line, as before, but it is now recorded beside the value + // the manager reported instead of being multiplied into it. A line the detector has + // nothing to say about keeps its filing's reading. The factor runs both ways: a + // filing still in thousands after 2023 is scaled up, and a line that overstated its + // value a thousandfold is brought back down. + var scale = ScaleOf(units.Factor(accession, cusip, submission, value, amount)); + + group.Lines.Add(new PositionLine + { + Submission = submission, + TitleOfClass = Sanitize(fields[columns["TITLEOFCLASS"]]), + Amount = amount, + AmountType = Sanitize(shareType), + ReportedValue = value, + ValueScale = scale, + PutCall = Sanitize(putCall), + InvestmentDiscretion = Sanitize(fields[columns["INVESTMENTDISCRETION"]]), + OtherManager = Sanitize(fields[columns["OTHERMANAGER"]]).Replace(' ', ';'), + VotingSole = ParseDecimal(fields[columns["VOTING_AUTH_SOLE"]]), + VotingShared = ParseDecimal(fields[columns["VOTING_AUTH_SHARED"]]), + VotingNone = ParseDecimal(fields[columns["VOTING_AUTH_NONE"]]) + }); + + lines++; + } + + Log.Trace($"SEC13FDownloader.ReadInfoTable(): {archive.Name}: {lines} reported positions, " + + $"{units.CorrectedLines} share lines in a different unit than the rest of their filing"); + return holdings; + } + + /// + /// The factors that turn VALUE into whole dollars. Filers do not all follow the 2023 unit + /// change (in Apple's December 2019 quarter 85 lines in dollars made 88 percent of the scaled + /// total), and some mix units within one filing, so each implied price is compared with the + /// security's close on the quarter's last trading day: per line where the close is known, and + /// per filing, from its own lines, where it is not. Nothing here reads another filing, so a + /// filing comes out the same read alone on its day as inside a three month window. The + /// median of every filer in the window it replaces corrected a filing with others made weeks + /// after it. + /// + internal ValueUnits DetectValueUnits(ZipArchive zip, Archive archive, Dictionary submissions) + { + var offsetsByFiling = new Dictionary>(StringComparer.Ordinal); + var pricedByFiling = new Dictionary(StringComparer.Ordinal); + + foreach (var (columns, fields) in ReadTable(zip, archive, "INFOTABLE.tsv", + "ACCESSION_NUMBER", "CUSIP", "VALUE", "SSHPRNAMT", "SSHPRNAMTTYPE", "PUTCALL")) + { + var accession = fields[columns["ACCESSION_NUMBER"]]; + if (!submissions.TryGetValue(accession, out var submission) + || !fields[columns["SSHPRNAMTTYPE"]].Trim().Equals("SH", StringComparison.OrdinalIgnoreCase) + || fields[columns["PUTCALL"]].Trim().Length > 0) + { + continue; + } + + var offset = MarketOffset(fields[columns["CUSIP"]].Trim().ToUpperInvariant(), submission, + ParseDecimal(fields[columns["VALUE"]]), ParseDecimal(fields[columns["SSHPRNAMT"]])); + if (offset == null) + { + continue; + } + + pricedByFiling[accession] = pricedByFiling.GetValueOrDefault(accession) + 1; + + // A price on no unit step says nothing about the unit the filing reports in. + if (UnitStep(offset.Value) == null) + { + continue; + } + + if (!offsetsByFiling.TryGetValue(accession, out var offsets)) + { + offsetsByFiling[accession] = offsets = new List(); + } + + offsets.Add(offset.Value); + } + + var units = new Dictionary(StringComparer.Ordinal); + var againstTheRule = 0; + foreach (var (accession, submission) in submissions) + { + var thousandsRule = submission.FilingDate < ValueInWholeDollarsFrom; + units[accession] = ValueMultiplier( + offsetsByFiling.TryGetValue(accession, out var offsets) ? offsets : new List(), + pricedByFiling.GetValueOrDefault(accession), thousandsRule); + if (units[accession] != (thousandsRule ? 1000m : 1m)) + { + againstTheRule++; + } + } + + // Filings with closes to compare against whose lines mostly sit on no unit step. + var broken = new HashSet( + pricedByFiling + .Where(pair => !IsUnitEvidence(offsetsByFiling.GetValueOrDefault(pair.Key)?.Count ?? 0, pair.Value)) + .Select(pair => pair.Key), + StringComparer.Ordinal); + + Log.Trace($"SEC13FDownloader.DetectValueUnits(): {archive.Name}: {againstTheRule} of " + + $"{submissions.Count} filings report VALUE in the other unit, {broken.Count} show no unit at all"); + + return new ValueUnits(units, broken, MarketOffset); + } + + /// + /// log10 of a share line's implied price over its security's quarter-end close, or null when + /// the line has no price, the CUSIP resolves to nothing, or the close is not known. Near zero + /// the line is in whole dollars, near -3 in thousands. + /// + internal double? MarketOffset(string cusip, Submission submission, decimal value, decimal amount) + { + if (value <= 0m || amount <= 0m) + { + return null; + } + + var security = ResolveSecurity(cusip, submission.FilingDate); + var close = security == null ? null : _closePrices.Close(security, submission.Period, submission.FilingDate); + return close == null ? null : Math.Log10((double)(value / amount / close.Value)); + } + + /// + /// The whole-dollar factor of each share line: its own, measured against its security's close + /// when that is known, or else the one decided for its whole filing. + /// + internal sealed class ValueUnits + { + private readonly Dictionary _filings; + private readonly HashSet _broken; + private readonly Func _marketOffset; + + /// Share lines whose factor differed from their filing's. + public long CorrectedLines { get; private set; } + + public ValueUnits(Dictionary filings, HashSet broken, + Func marketOffset) + { + _filings = filings; + _broken = broken; + _marketOffset = marketOffset; + } + + /// The factor for one share line of VALUE over shares. + public decimal Factor(string accession, string cusip, Submission submission, decimal value, decimal amount) + { + // A filing whose lines mostly sit on no unit step keeps its unscaled factor on every + // line: the few that land on a step do so by chance. + var filing = _filings[accession]; + if (_broken.Contains(accession)) + { + return filing; + } + + var offset = _marketOffset(cusip, submission, value, amount); + if (offset == null) + { + return filing; + } + + // The thousandfold step the line's price sits on: one below is VALUE in thousands, one + // above is VALUE typed a thousand times too large. That second case is a VALUE slip + // rather than a share count one: of the 4,740 such lines of the March 2023 quarter + // whose filer reported the same security the quarter before, 4,578 held the same + // shares then and 162 a thousand times more. A price on no step, a millionfold one + // included, cannot be checked, so it takes the smaller of its filing's unit and the rule + // of its filing date. Either one alone inflates an era: the rule scaled the odd lines of + // filers in whole dollars before 2023 ($730 billion in the September 2022 quarter), the + // filing's unit those of filers still in thousands in early 2023 ($879 billion in + // December 2022). Scaling by the nearest step put Seagate at $413 billion. + var step = UnitStep(offset.Value); + if (step == null) + { + return Math.Min(filing, submission.FilingDate < ValueInWholeDollarsFrom ? 1000m : 1m); + } + + var factor = step == 0 ? 1m : step < 0 ? 1000m : 0.001m; + if (factor != filing) + { + CorrectedLines++; + } + + return factor; + } + } + + /// + /// Whether a filing's VALUE is multiplied by a thousand. The offsets are log10 of those of its + /// implied prices that sit on a unit step of the security's close, out of + /// lines with a close: near zero the filing reports whole dollars, + /// near -3 thousands. They say so only when they are most of its priced lines. A filing whose + /// lines mostly sit on no step is broken rather than in another unit, and the few that land on + /// one do so by chance: a manager that typed its dollar values as share counts, a price of $1 + /// on every line, looks like thousands against any close near $1,000. Such a filing is never + /// scaled up: before 2023 the rule multiplied it by a thousand, and one manager whose share + /// counts carried VALUE in thousands, $1,000 a share on every line, put Alphabet's September + /// 2020 quarter 9.5 percent above its close. With nothing to compare against, the rule stands. + /// + internal static decimal ValueMultiplier(List offsets, int priced, bool thousandsRule) + { + if (!IsUnitEvidence(offsets.Count, priced)) + { + return priced == 0 && thousandsRule ? 1000m : 1m; + } + + return Median(offsets) < -1.5 ? 1000m : 1m; + } + + /// Whether a filing's lines on a unit step are most of its priced lines. + private static bool IsUnitEvidence(int onAStep, int priced) + { + return priced > 0 && onAStep * 2 > priced; + } + + private static double Median(List values) + { + var sorted = values.OrderBy(value => value).ToList(); + var middle = sorted.Count / 2; + return sorted.Count % 2 == 1 ? sorted[middle] : (sorted[middle - 1] + sorted[middle]) / 2; + } + + /// + /// Resolves each group to a security and queues its increment, the filings of that day only; + /// the finalize pass turns increments into running totals. Groups that resolve to nothing, + /// mostly foreign issuers, are dropped. + /// + private void EmitHoldings(Dictionary holdings) + { + foreach (var day in holdings.GroupBy(entry => entry.Key.FilingDate).OrderBy(group => group.Key)) + { + foreach (var (key, holding) in day) + { + var security = ResolveSecurity(key.Cusip, key.FilingDate); + var ticker = security == null ? null : ResolveTicker(security, key.FilingDate); + if (string.IsNullOrWhiteSpace(ticker) || !IsFileNameSafe(ticker)) + { + _unresolvedGroups++; + _unresolvedValue += holding.ReportedValue; + continue; + } + + // Whoever reads the ticker's file takes its rows to belong to the security that + // owns the ticker that day; a group of another security is dropped, not mixed in. + var owner = TickerOwner(ticker, key.FilingDate); + if (owner != security.ToString()) + { + _conflictingTickers++; + _conflictingValue += holding.ReportedValue; + if (_conflictSample.Count < 10) + { + _conflictSample.Add($"{key.Cusip} {key.FilingDate:yyyy-MM-dd} {ticker} is {security}, owner {owner ?? "none"}"); + } + + _unresolvedGroups++; + _unresolvedValue += holding.ReportedValue; + continue; + } + + // A crosswalk ticker is a fund administrator's free text, and a wrong one names + // another company: DeFi Technologies at $2 reached the $129 Hashdex DEFI ETF and + // gave it 111 holders. A group whose prices say so is dropped. + if (_crosswalkResolutions.Contains((key.Cusip, key.FilingDate)) && + !KeepsCrosswalkGroup(key.Cusip, security, key.Period, key.FilingDate, holding.SharePrices)) + { + if (IsEquityIssue(key.Cusip)) + { + _mismatchedGroups++; + } + else + { + _debtCusipsRejected++; + } + + _mismatchedValue += holding.ReportedValue; + _unresolvedGroups++; + _unresolvedValue += holding.ReportedValue; + continue; + } + + _resolvedValue += holding.ReportedValue; + + // Every line of the group, as filed. An amendment is published beside the + // original it restates rather than replacing it: deciding that a restatement + // supersedes a number is a judgement about the data, and the filer already + // declared which kind it is in AmendmentType for whoever wants to apply it. + foreach (var line in holding.Lines) + { + Queue(security.ToString(), ticker.ToLowerInvariant(), new HoldingsRow + { + Time = key.FilingDate, + Line = line + }); + } + } + } + } + + /// + /// The security trading under a ticker on a date per the map files, or null. It is how the + /// LEAN reads a ticker file, so writing applies the same test. + /// + private string TickerOwner(string ticker, DateTime date) + { + var key = (ticker.ToUpperInvariant(), date.Date); + if (!_tickerOwners.TryGetValue(key, out var owner)) + { + var mapFile = _mapFileProvider + .Get(new AuxiliaryDataKey(Market.USA, SecurityType.Equity)) + .ResolveMapFile(key.Item1, key.Item2); + + _tickerOwners[key] = owner = mapFile.Any() + ? SecurityIdentifier.GenerateEquity(mapFile.FirstDate, mapFile.FirstTicker, Market.USA).ToString() + : null; + } + + return owner; + } + + /// + /// Resolves a CUSIP to a security, point in time: by CUSIP, then by the US ISIN built from + /// it, then through the N-PORT ticker crosswalk. + /// + internal SecurityIdentifier ResolveSecurity(string rawCusip, DateTime tradingDate) + { + var key = (rawCusip, tradingDate); + if (_resolvedCusips.TryGetValue(key, out var cached)) + { + return cached; + } + + // The summary counts CUSIPs, not lookups, and one CUSIP is now resolved once per filing + // date rather than once per run. + var firstSighting = _countedCusips.Add(rawCusip); + + var cusip = NormalizeCusip(rawCusip); + if (cusip == null) + { + if (firstSighting) + { + _malformedCusips++; + } + + _resolvedCusips[key] = null; + return null; + } + + // Step 1: LEAN stores the CUSIP without its check digit, so the ninth character comes off. + var isin = BuildUnitedStatesIsin(cusip); + var security = TradingDefinition(_definitionsByCusip, cusip.Substring(0, 8), isin, tradingDate); + if (security != null) + { + if (firstSighting) + { + _resolvedByCusip++; + } + } + else + { + // Step 2: the US ISIN reaches issuers whose CUSIP is blank in the security database. + security = TradingDefinition(_definitionsByIsin, isin, isin, tradingDate); + if (security != null && firstSighting) + { + _resolvedByIsin++; + } + } + + // Step 3: the N-PORT crosswalk needs no security database, and reaches Alphabet and the + // CINS foreign issuers the constructed ISIN cannot represent. + if (security == null) + { + var identifier = ResolveThroughTicker(cusip); + if (identifier != null) + { + if (firstSighting) + { + _resolvedByTicker++; + } + + _resolvedCusips[key] = identifier; + _crosswalkResolutions.Add(key); + return identifier; + } + + // Step 4: an option's own CUSIP is in no database, so it is resolved through the + // security it is written on. The position is still published as the option line it + // is, with its PutCall side, rather than as a holding of the underlying. + var underlying = UnderlyingOfOptionCusip(cusip); + if (underlying != null) + { + security = TradingDefinition(_definitionsByCusip, underlying, + BuildUnitedStatesIsin(underlying + ComputeCusipCheckDigit(underlying)), tradingDate); + if (security != null) + { + if (firstSighting) + { + _resolvedByOptionUnderlying++; + } + + _resolvedCusips[key] = security; + return security; + } + } + + _unresolvedCusips.Add(cusip); + _resolvedCusips[key] = null; + return null; + } + + _resolvedCusips[key] = security; + return security; + } + + /// + /// The security, among the database rows carrying an identifier, that trades under its own + /// ticker on the date, or null. The database repeats identifiers across the listings one + /// company has had, and LEAN's resolver takes the first row, mostly the one that no longer + /// trades: Alcoa's CUSIP sits on the old Alcoa, now Howmet, and on the Alcoa spun off in 2016, + /// and TG Therapeutics' on the listing it had as Atlantic Technology Ventures. Run on the real + /// database that dropped Alcoa, Howmet, Vertiv and TG Therapeutics, as groups whose ticker + /// another security owned. A row carrying the ISIN the CUSIP builds is tried first, since the + /// old Alcoa row carries Howmet's. + /// + private SecurityIdentifier TradingDefinition(Dictionary> rowsByIdentifier, + string identifier, string isin, DateTime tradingDate) + { + if (!rowsByIdentifier.TryGetValue(identifier, out var rows)) + { + return null; + } + + int Priority(SecurityDefinition row) => row.ISIN == null ? 1 + : string.Equals(row.ISIN, isin, StringComparison.OrdinalIgnoreCase) ? 0 : 2; + + foreach (var row in rows.OrderBy(Priority)) + { + var ticker = ResolveTicker(row.SecurityIdentifier, tradingDate); + if (ticker != null && TickerOwner(ticker, tradingDate) == row.SecurityIdentifier.ToString()) + { + return row.SecurityIdentifier; + } + } + + return null; + } + + /// + /// The security database rows by one identifier, in file order. A CUSIP is keyed by its eight + /// character body, the form the database mostly stores; the few rows written with their check + /// digit are keyed only when that digit holds. + /// + private static Dictionary> IndexDefinitions( + IEnumerable definitions, Func identifier) + { + var index = new Dictionary>(StringComparer.OrdinalIgnoreCase); + foreach (var definition in definitions) + { + var key = identifier(definition); + if (string.IsNullOrWhiteSpace(key)) + { + continue; + } + + if (!index.TryGetValue(key, out var rows)) + { + index[key] = rows = new List(); + } + + rows.Add(definition); + } + + return index; + } + + /// The eight character body of a database CUSIP, or null when it is neither that nor a checked nine. + private static string DatabaseCusip(string cusip) + { + if (cusip == null) + { + return null; + } + + return cusip.Length switch + { + 8 => cusip, + 9 when ComputeCusipCheckDigit(cusip.Substring(0, 8)) == cusip[8] => cusip.Substring(0, 8), + _ => null + }; + } + + /// + /// Brings a reported CUSIP to nine characters, or null when it cannot be one. A short value + /// has lost either its leading zero ("37833100", Apple) or its check digit ("46428722", an + /// iShares fund). Padding the second with a zero would invent another security, so the + /// check digit decides which repair applies. + /// + internal static string NormalizeCusip(string cusip) + { + if (cusip.Length == 9) + { + return cusip; + } + + if (cusip.Length is < 6 or > 9) + { + return null; + } + + var padded = cusip.PadLeft(9, '0'); + if (ComputeCusipCheckDigit(padded.Substring(0, 8)) == padded[8]) + { + return padded; + } + + if (cusip.Length != 8) + { + return null; + } + + var checkDigit = ComputeCusipCheckDigit(cusip); + return checkDigit.HasValue ? cusip + checkDigit.Value : null; + } + + /// + /// The CUSIP check digit: a modulus ten sum over the eight character body where every + /// second character counts double, letters standing for their position in the alphabet + /// plus nine. + /// + internal static char? ComputeCusipCheckDigit(string body) + { + var sum = 0; + for (var i = 0; i < body.Length; i++) + { + var character = body[i]; + int value; + if (char.IsDigit(character)) + { + value = character - '0'; + } + else if (char.IsLetter(character)) + { + value = char.ToUpperInvariant(character) - 'A' + 10; + } + else + { + value = character switch { '*' => 36, '@' => 37, '#' => 38, _ => -1 }; + if (value < 0) + { + // Not a character a CUSIP can hold, so there is no check digit. + return null; + } + } + + if (i % 2 == 1) + { + value *= 2; + } + + sum += value / 10 + value % 10; + } + + return (char)('0' + (10 - sum % 10) % 10); + } + + /// + /// Priced share lines a crosswalk group needs before its prices can overrule the resolution. One + /// or two lines are usually one manager's slip, a stale price or a split, not another company: + /// on the December 2025 quarter, dropping on any disagreement removed 14,696 holders across + /// 3,249 tickers besides the misattributed ones, and requiring three lines halves that while + /// still removing 565 of the 637 misattributed holders. + /// + private const int PricedLinesToOverrule = 3; + + /// + /// Whether a group reached through the crosswalk stays. A CUSIP whose issue number carries + /// letters is debt as a rule, and N-PORT tags a fund's bonds with the issuer's ticker, so + /// Etsy's convertible notes reached Etsy's stock: 171 million of the 298 million shares its + /// December 2022 quarter published. Such a group stays only when its prices are the security's + /// own, which is how the iShares iBonds ETFs, whose CUSIPs carry letters too, keep their + /// holders. Any other group is dropped only when enough of its prices say it is another + /// company, as Centerra Gold and Enerflex reached Carlyle and Equifax through their Toronto + /// tickers CG and EFX. A group without prices, a day of option positions only, or a security + /// the close file does not carry, cannot be checked and stays. + /// + internal bool KeepsCrosswalkGroup(string cusip, SecurityIdentifier security, DateTime period, DateTime filingDate, + List prices) + { + // A CUSIP whose issue carries letters, whose issuer already has stock in the security + // database, is that company's debt: the stock is the row the database holds, and this is + // something else the same company issued. Apple's 3.45% 2045 bond, 037833BA7, reached + // AAPL here through a fund administrator's N-PORT ticker and added a constant ten + // thousand shares to it, the principal amount on a line the filer had typed SH. + // + // Letting the prices decide was the mistake: a bond near par and a stock near the same + // number agree by coincidence. The iBonds ETFs, whose CUSIPs also carry letters, are + // themselves in the database and resolve before the crosswalk is ever consulted, so this + // does not reach them. + if (!IsEquityIssue(cusip) && IssuerHasStock(cusip)) + { + return false; + } + + var matches = PricesMatchClose(security, period, filingDate, prices); + if (!IsEquityIssue(cusip)) + { + return matches == true; + } + + return !(matches == false && prices.Count >= PricedLinesToOverrule); + } + + /// Whether the CUSIP's six character issuer has a stock of its own in the database. + internal bool IssuerHasStock(string cusip) + { + var nine = NormalizeCusip(cusip); + return nine != null && _equityIssuesByIssuer.ContainsKey(nine.Substring(0, IssuerLength)); + } + + /// + /// Whether a group's prices are the security's: at least half of them sit on a unit step of the + /// quarter-end close. Counted line by line rather than through a median, because a busy day + /// mixes managers in dollars and in thousands: Avanos on 5 February 2026 had four lines at + /// $0.0112 and four at $11.23, and their median sat half way, on neither. Null when the group + /// has no priced share line or the security has no close. + /// + private bool? PricesMatchClose(SecurityIdentifier security, DateTime period, DateTime filingDate, List prices) + { + var close = _closePrices.Close(security, period, filingDate); + if (close == null || prices.Count == 0) + { + return null; + } + + var onAStep = prices.Count(price => UnitStep(Math.Log10(price / (double)close.Value)) != null); + return onAStep * 2 >= prices.Count; + } + + /// + /// The thousandfold step a line's price sits on against the close, given as log10 of their + /// ratio: 0 for whole dollars, -1 for thousands, 1 for a VALUE typed a thousand times too + /// large. Null when it sits on none, within PriceMatchTolerance, which is a price that says + /// nothing about the unit: another security, a bond at par against a stock, or a slip. + /// Scaling those by the nearest step put Seagate's December 2025 quarter at $413 billion. + /// + internal static int? UnitStep(double offset) + { + var steps = (int)Math.Round(offset / 3); + return Math.Abs(steps) <= 1 && Math.Abs(offset - 3 * steps) <= PriceMatchTolerance ? steps : null; + } + + /// + /// Whether a CUSIP's issue number is an equity one: two digits, where debt uses letters. The + /// CUSIP is brought to nine characters first, since filers drop leading zeros and check digits. + /// + internal static bool IsEquityIssue(string cusip) + { + var nine = NormalizeCusip(cusip); + return nine != null && char.IsDigit(nine[6]) && char.IsDigit(nine[7]); + } + + /// How many characters of a CUSIP name the issuer, before the issue and the check digit. + private const int IssuerLength = 6; + + /// The issue numbers an option carries: 90 for calls and 95 for puts. + private static readonly string[] OptionIssues = { "90", "95" }; + + /// Whether a CUSIP names an option on a security rather than the security itself. + internal static bool IsOptionIssue(string cusip) + { + var nine = NormalizeCusip(cusip); + return nine != null && OptionIssues.Contains(nine.Substring(IssuerLength, 2)); + } + + /// + /// The security an option CUSIP is written on, as an eight character CUSIP, or null. + /// + /// A manager reporting options names them by the option's own CUSIP, which shares the six + /// character issuer of the underlying and carries issue 90 for calls or 95 for puts. That + /// CUSIP is in no security database, so the line used to resolve to nothing and the position + /// was dropped: in the week of 3 August 2026 that lost 6,083 reported option lines. + /// + /// The issuer alone is not always enough. iShares writes seventy equity issues under + /// 464287 and SPDR eleven under 81369Y, and an option CUSIP there names one of them without + /// saying which. Guessing would file a position under the wrong fund, so the underlying is + /// only returned when the issuer has exactly one equity issue and the answer is not a guess. + /// + internal string UnderlyingOfOptionCusip(string cusip) + { + var nine = NormalizeCusip(cusip); + if (nine == null || !IsOptionIssue(nine)) + { + return null; + } + + if (!_equityIssuesByIssuer.TryGetValue(nine.Substring(0, IssuerLength), out var issues) || + issues.Count != 1) + { + return null; + } + + return issues[0]; + } + + /// + /// Resolves a CUSIP through the N-PORT ticker crosswalk. The ticker is resolved on the day + /// the funds reported it, since a ticker names a security only on a date: at a 2021 filing + /// META named a Roundhill ETF, not Facebook. The map file is checked first because + /// GenerateEquity never returns null for an unknown ticker. Whether the group it resolves is + /// kept is KeepsCrosswalkGroup's call, on that day's prices. + /// + internal SecurityIdentifier ResolveThroughTicker(string cusip) + { + if (!TickerCrosswalk.TryGetValue(cusip, out var entry)) + { + return null; + } + + if (!_crosswalkSecurities.TryGetValue(cusip, out var security)) + { + var mapFile = _mapFileProvider + .Get(new AuxiliaryDataKey(Market.USA, SecurityType.Equity)) + .ResolveMapFile(entry.Ticker, entry.Observed); + + // The map file has to carry the ticker on that very date. Barrick reached the + // crosswalk as ABX, its Toronto ticker, when ABX named no US security, and the + // resolver still returned the company that took ABX months later. + var tradedUnderIt = mapFile.Any() && string.Equals( + mapFile.GetMappedSymbol(entry.Observed, null), entry.Ticker, StringComparison.OrdinalIgnoreCase); + + _crosswalkSecurities[cusip] = security = tradedUnderIt + ? SecurityIdentifier.GenerateEquity(mapFile.FirstDate, mapFile.FirstTicker, Market.USA) + : null; + } + + return security; + } + + /// + /// Builds the US ISIN for a nine character CUSIP: the country code, the CUSIP, and the + /// check digit, which is arithmetic rather than a lookup. "037833100" gives "US0378331005". + /// + internal static string BuildUnitedStatesIsin(string cusip) + { + var body = "US" + cusip; + return body + ComputeIsinCheckDigit(body); + } + + /// + /// Computes an ISIN check digit: expand each letter to its ordinal (A is 10 through Z is 35), + /// then run Luhn over the resulting digits from the right. + /// + private static char ComputeIsinCheckDigit(string body) + { + var digits = new StringBuilder(body.Length * 2); + foreach (var character in body) + { + if (character >= '0' && character <= '9') + { + digits.Append(character); + } + else if (character >= 'A' && character <= 'Z') + { + digits.Append((character - 'A' + 10).ToStringInvariant()); + } + else + { + throw new FormatException( + $"SEC13FDownloader.ComputeIsinCheckDigit(): '{body}' carries '{character}', which is neither " + + "a digit nor an upper case letter"); + } + } + + var sum = 0; + var doubled = true; + for (var i = digits.Length - 1; i >= 0; i--) + { + var value = digits[i] - '0'; + if (doubled) + { + value *= 2; + if (value > 9) + { + value -= 9; + } + } + + sum += value; + doubled = !doubled; + } + + return (char)('0' + (10 - sum % 10) % 10); + } + + /// + /// The ticker a security traded under on a date, or null when its map file does not cover + /// it. No fallback to the last ticker: managers report dead CUSIPs for years, and by then the + /// ticker can belong to another company. + /// + internal string ResolveTicker(SecurityIdentifier security, DateTime tradingDate) + { + // Before its first row a map file answers with its first ticker, for a security that + // did not trade yet. + var mapFile = MapFileOf(security); + if (mapFile == null || tradingDate < mapFile.FirstDate) + { + return null; + } + + var ticker = mapFile.GetMappedSymbol(tradingDate, null); + return string.IsNullOrEmpty(ticker) ? null : ticker; + } + + /// The map file of a security, cached, or null when it has none. + private MapFile MapFileOf(SecurityIdentifier security) + { + if (!_mapFiles.TryGetValue(security, out var mapFile)) + { + _mapFiles[security] = mapFile = _mapFileProvider + .Get(AuxiliaryDataKey.Create(security)) + .ResolveMapFile(security.Symbol, security.Date); + } + + return mapFile; + } + + /// + /// Queues an increment for a security, to be staged when the archive is done, summing it into + /// whatever this archive already holds for the same quarter and release date. + /// + private void Queue(string security, string ticker, HoldingsRow row) + { + if (!_pendingSecurityRows.TryGetValue(security, out var rows)) + { + _pendingSecurityRows[security] = rows = new List<(string, HoldingsRow)>(); + } + + // Appended, never merged: two lines reported for the same security on the same day are + // two positions and both are published. + rows.Add((ticker, row)); + } + + /// + /// Appends the archive's rows to the staging file of their security; the grouping into files + /// per ticker and filing date happens once, in the finalize pass. + /// + internal void FlushPendingRows() + { + Directory.CreateDirectory(_stagingDirectory); + foreach (var (security, rows) in _pendingSecurityRows) + { + File.AppendAllLines( + StagingPath(security), + rows.OrderBy(entry => entry.Row.Time) + .Select(entry => $"{entry.Ticker},{FormatRow(entry.Row)}")); + _stagedSecurities.Add(security); + } + + _pendingSecurityRows.Clear(); + } + + /// The staging file of a security. The identifier carries a space, so it is escaped. + private string StagingPath(string security) + { + return Path.Combine(_stagingDirectory, Uri.EscapeDataString(security) + ".csv"); + } + + /// + /// Turns the staged increments into the running total per quarter and writes the ticker + /// files. The total is kept per security, so a quarter still filing at a rename carries on in + /// the new ticker's file. An incremental run folds in the security's published rows from + /// every ticker it traded under, and keeps the rows of other securities in a shared file. + /// + internal void FinalizeSecurityFiles() + { + if (_stagedSecurities.Count == 0) + { + Log.Trace("SEC13FDownloader.FinalizeSecurityFiles(): nothing was written"); + return; + } + + var tickerStaging = Path.Combine(_stagingDirectory, "tickers"); + Directory.CreateDirectory(tickerStaging); + + // A ticker file can hold the rows of more than one security, one after another as the + // ticker changed hands, so every security is gathered into it before it is written. + foreach (var security in _stagedSecurities) + { + foreach (var ticker in ReadStagedRows(StagingPath(security)).GroupBy(entry => entry.Ticker)) + { + File.AppendAllLines(Path.Combine(tickerStaging, $"{ticker.Key}.csv"), + ticker.Select(entry => FormatRow(entry.Row))); + } + } + + Directory.CreateDirectory(_destinationDirectory); + var files = Directory.GetFiles(tickerStaging, "*.csv"); + var entries = 0L; + var rows = 0L; + + foreach (var file in files) + { + var ticker = Path.GetFileNameWithoutExtension(file); + var days = ReadRows(file) + .GroupBy(row => row.Time) + .OrderBy(day => day.Key) + .ToList(); + + entries += WriteSecurityZip(ticker, days); + rows += days.Sum(day => day.LongCount()); + } + + Log.Trace($"SEC13FDownloader.FinalizeSecurityFiles(): {_stagedSecurities.Count} securities written into " + + $"{files.Length} ticker files, {entries} filing dates, {rows} reported positions"); + + WriteManagerNames(); + Directory.Delete(_stagingDirectory, recursive: true); + } + + /// + /// Writes one security's filing dates, as an entry per date inside its zip, and the index of + /// those dates beside it. + /// + /// A zip rather than a directory of loose files because a filing date holds three lines at + /// the median and one line a third of the time: as loose files the history would be eight + /// and a half million of them, whose tar headers alone outweigh the data. An incremental run + /// adds the dates it read and leaves every other entry untouched, so a day is written once. + /// + private long WriteSecurityZip(string ticker, List> days) + { + var path = Path.Combine(_destinationDirectory, $"{ticker}.zip"); + + // Update mode only when there is a zip to update. A new one is opened in Create mode, + // which streams its entries out instead of holding the archive in memory, and which + // cannot be asked for its entries at all. + var updating = File.Exists(path); + + using (var zip = ZipFile.Open(path, updating ? ZipArchiveMode.Update : ZipArchiveMode.Create)) + { + foreach (var day in days) + { + var name = $"{day.Key.ToStringInvariant(PeriodFormat)}.csv"; + + // A date read again is rewritten rather than appended to: the archive carries + // every filing of that day, so the fresh read is the whole of it. + if (updating) + { + zip.GetEntry(name)?.Delete(); + } + + using var writer = new StreamWriter(zip.CreateEntry(name, CompressionLevel.Optimal).Open()); + foreach (var row in day) + { + writer.WriteLine(FormatRow(row)); + } + } + } + + // The index names the dates the zip holds, so that whoever wants to know when a security + // was reported does not have to open it. It is read back from the zip rather than from + // the run, so that an incremental run lists the dates it did not touch as well. + using (var zip = ZipFile.OpenRead(path)) + { + File.WriteAllLines( + Path.Combine(_destinationDirectory, $"{ticker}.csv"), + zip.Entries + .Select(entry => Path.GetFileNameWithoutExtension(entry.Name)) + .OrderBy(name => name, StringComparer.Ordinal)); + + return zip.Entries.Count; + } + } + + /// + /// Writes managers.csv, the filing managers' names by CIK. An incremental run folds in the + /// names already published, so a manager that filed nothing this run keeps its name. + /// + private void WriteManagerNames() + { + var path = Path.Combine(_destinationDirectory, ManagerNamesFileName); + var names = new Dictionary(); + + var published = Path.Combine(_processedDataDirectory, ManagerNamesFileName); + if (File.Exists(published)) + { + foreach (var line in File.ReadLines(published)) + { + var separator = line.IndexOf(','); + if (separator > 0 && + int.TryParse(line[..separator], NumberStyles.Integer, CultureInfo.InvariantCulture, out var cik)) + { + names[cik] = line[(separator + 1)..]; + } + } + } + + foreach (var (cik, name) in _managerNames) + { + names[cik] = name; + } + + File.WriteAllLines(path, names.OrderBy(entry => entry.Key) + .Select(entry => $"{entry.Key.ToStringInvariant()},{entry.Value}")); + + Log.Trace($"SEC13FDownloader.WriteManagerNames(): {names.Count} managers, " + + $"{_managerNames.Count} of them seen this run"); + } + + /// One published row: a single reported position, on the date it was filed. + internal sealed class HoldingsRow + { + /// The filing date, which names the file the row belongs in. + public DateTime Time { get; init; } + + /// The reported line itself, with the filing it came from. + public PositionLine Line { get; init; } + } + + /// Reads a staging file back: the ticker, then the row in the published layout. + private static IEnumerable<(string Ticker, HoldingsRow Row)> ReadStagedRows(string path) + { + foreach (var line in File.ReadLines(path)) + { + if (string.IsNullOrWhiteSpace(line)) + { + continue; + } + + var comma = line.IndexOf(','); + yield return (line.Substring(0, comma), ParseRow(line.Substring(comma + 1))); + } + } + + /// Reads a ticker's staged rows back, which are already in the published layout. + private static IEnumerable ReadRows(string path) + { + return File.ReadLines(path).Where(line => !string.IsNullOrWhiteSpace(line)).Select(ParseRow); + } + + /// + /// Reads one published line back into a row. The staging files are this processor's own + /// output read back in the same run, so a malformed line is a bug here rather than bad input + /// and is left to throw. + /// + private static HoldingsRow ParseRow(string line) + { + var csv = line.Split(','); + + return new HoldingsRow + { + Time = DateTime.ParseExact(csv[0], PeriodFormat, CultureInfo.InvariantCulture), + Line = new PositionLine + { + Submission = new Submission + { + Accession = csv[1], + Cik = int.Parse(csv[2], NumberStyles.Integer, CultureInfo.InvariantCulture), + Period = DateTime.ParseExact(csv[3], PeriodFormat, CultureInfo.InvariantCulture), + FormType = csv[4], + AmendmentType = csv[5], + AmendmentNumber = csv[6].Length == 0 + ? null + : int.Parse(csv[6], NumberStyles.Integer, CultureInfo.InvariantCulture), + ConfidentialOmitted = csv[18] == "1", + DateReported = csv[19].Length == 0 + ? null + : DateTime.ParseExact(csv[19], PeriodFormat, CultureInfo.InvariantCulture) + }, + TitleOfClass = csv[7], + Amount = ParseDecimal(csv[8]), + AmountType = csv[9], + ReportedValue = ParseDecimal(csv[10]), + ValueScale = int.Parse(csv[11], NumberStyles.Integer, CultureInfo.InvariantCulture), + PutCall = csv[12], + InvestmentDiscretion = csv[13], + OtherManager = csv[14], + VotingSole = ParseDecimal(csv[15]), + VotingShared = ParseDecimal(csv[16]), + VotingNone = ParseDecimal(csv[17]) + } + }; + } + + /// + /// Formats one reported position, in the twenty column layout SEC13FHolding parses. The + /// filing date leads the line although the file it lands in is named after it, so that a + /// line lifted out of its file still says when it was filed. + /// + private static string FormatRow(HoldingsRow row) + { + var line = row.Line; + var submission = line.Submission; + + return new StringBuilder() + .Append(row.Time.ToStringInvariant(PeriodFormat)).Append(',') + .Append(submission.Accession).Append(',') + .Append(submission.Cik.ToStringInvariant()).Append(',') + .Append(submission.Period.ToStringInvariant(PeriodFormat)).Append(',') + .Append(submission.FormType).Append(',') + .Append(submission.AmendmentType).Append(',') + .Append(submission.AmendmentNumber?.ToStringInvariant() ?? string.Empty).Append(',') + .Append(line.TitleOfClass).Append(',') + .Append(FormatValue(line.Amount ?? 0m)).Append(',') + .Append(line.AmountType).Append(',') + .Append(FormatValue(line.ReportedValue ?? 0m)).Append(',') + .Append(line.ValueScale.ToStringInvariant()).Append(',') + .Append(FormatPutCall(line.PutCall)).Append(',') + .Append(line.InvestmentDiscretion).Append(',') + .Append(line.OtherManager).Append(',') + .Append(FormatValue(line.VotingSole ?? 0m)).Append(',') + .Append(FormatValue(line.VotingShared ?? 0m)).Append(',') + .Append(FormatValue(line.VotingNone ?? 0m)).Append(',') + .Append(submission.ConfidentialOmitted ? '1' : '0').Append(',') + .Append(submission.DateReported?.ToStringInvariant(PeriodFormat) ?? string.Empty) + .ToString(); + } + + /// + /// The power of ten a detected factor stands for. The detector only ever returns a power of + /// ten, so this is exact; anything else would be a bug here and is left at no scaling rather + /// than silently rounded. + /// + internal static int ScaleOf(decimal factor) + { + var scale = 0; + while (factor >= 10m) + { + factor /= 10m; + scale++; + } + + while (factor > 0m && factor < 1m) + { + factor *= 10m; + scale--; + } + + return factor == 1m ? scale : 0; + } + + /// + /// Shortens the option side to a single letter. The column is written once per reported + /// position, so the three characters saved on every option line are worth the mapping. + /// + /// + /// A row is formatted twice, once into its staging file and once into the published entry, + /// so this has to leave an already shortened side alone rather than blanking it. + /// + private static string FormatPutCall(string putCall) + { + if (putCall.StartsWith("C", StringComparison.OrdinalIgnoreCase)) + { + return "C"; + } + + return putCall.StartsWith("P", StringComparison.OrdinalIgnoreCase) ? "P" : string.Empty; + } + + /// Reports how much of the dataset made it through identity resolution. + private void LogResolutionSummary() + { + var totalValue = _resolvedValue + _unresolvedValue; + var coverage = totalValue == 0m ? 0m : 100m * _resolvedValue / totalValue; + + Log.Trace("SEC13FDownloader.LogResolutionSummary(): working set " + + $"{GC.GetTotalMemory(false) / (1024 * 1024)} MB"); + + Log.Trace($"SEC13FDownloader.LogResolutionSummary(): {_resolvedByCusip} distinct CUSIPs resolved by CUSIP, " + + $"{_resolvedByIsin} by constructed ISIN, {_resolvedByTicker} by the N-PORT ticker crosswalk, " + + $"{_resolvedByOptionUnderlying} by the security an option is written on, " + + $"{_unresolvedCusips.Count} unresolved, {_malformedCusips} malformed"); + Log.Trace($"SEC13FDownloader.LogResolutionSummary(): {_unresolvedGroups} groups dropped, " + + $"{_conflictingTickers} of them, {(totalValue == 0m ? 0m : 100m * _conflictingValue / totalValue).ToStringInvariant("F2")}% " + + "of reported value, because the ticker belonged to another security that day, " + + $"{coverage.ToStringInvariant("F1")}% of reported value covered"); + Log.Trace($"SEC13FDownloader.LogResolutionSummary(): {_mismatchedGroups} crosswalk groups dropped because " + + $"their prices were another security's, {_debtCusipsRejected} groups of CUSIPs with letters in the issue " + + "number dropped for want of a price matching the close, " + + $"{(totalValue == 0m ? 0m : 100m * _mismatchedValue / totalValue).ToStringInvariant("F2")}% of reported value together"); + + if (_unresolvedCusips.Count > 0) + { + Log.Trace($"SEC13FDownloader.LogResolutionSummary(): unresolved sample: " + + $"{string.Join(", ", _unresolvedCusips.Take(25))}"); + } + + if (_conflictSample.Count > 0) + { + Log.Trace($"SEC13FDownloader.LogResolutionSummary(): ticker conflict sample: {string.Join("; ", _conflictSample)}"); + } + } + + /// One table of an archive, where a short row means the layout moved and throws. + private static IEnumerable<(Dictionary Columns, string[] Fields)> ReadTable( + ZipArchive zip, Archive archive, string table, params string[] required) + { + return SEC13FFiles.ReadTable(zip, archive.Name, table, skipShortRows: false, required); + } + + /// + /// Parses a date as the SEC writes it in these tables, "31-MAR-2026", with the ISO and US + /// shapes accepted too because the older archives are not perfectly consistent. + /// + private static DateTime ParseSecDate(string value, Archive archive, string column) + { + // Some rows carry a time of day the tables do not otherwise use. + var date = value.Trim().Split(' ')[0]; + if (DateTime.TryParseExact(date, SecDateFormats, CultureInfo.InvariantCulture, + DateTimeStyles.None, out var parsed)) + { + return parsed; + } + + throw new FormatException( + $"SEC13FDownloader.ParseSecDate(): {archive.Name} {column} '{value}' matches none of " + + $"{string.Join(", ", SecDateFormats)}"); + } + + /// Parses a reported amount, treating a blank as zero. + private static decimal ParseDecimal(string value) + { + var trimmed = value.Trim(); + if (trimmed.Length == 0) + { + return 0m; + } + + if (!decimal.TryParse(trimmed, NumberStyles.Any, CultureInfo.InvariantCulture, out var parsed)) + { + throw new FormatException($"SEC13FDownloader.ParseDecimal(): '{value}' is not a number"); + } + + return parsed; + } + + /// True for the "Y" the SEC writes in its flag columns. + private static bool IsYes(string value) + { + return value.Trim().Equals("Y", StringComparison.OrdinalIgnoreCase); + } + + /// Formats an amount: whole numbers without a decimal point, everything else invariant. + private static string FormatValue(decimal value) + { + return value == Math.Truncate(value) + ? ((long)value).ToStringInvariant() + : value.ToStringInvariant(); + } + + /// + /// True when the ticker can name a file LEAN will ask for. Skips path separators and invalid + /// file name characters, and the space and '|' a Symbol cannot hold: the map files carry + /// "ua.c " for Under Armour's class C, and its file could never be read. + /// + internal static bool IsFileNameSafe(string ticker) + { + return ticker.IndexOf('/') < 0 + && ticker.IndexOf('\\') < 0 + && ticker.IndexOf('|') < 0 + && !ticker.Any(char.IsWhiteSpace) + && ticker.IndexOfAny(Path.GetInvalidFileNameChars()) < 0; + } + + /// Disposes unmanaged resources. + public void Dispose() + { + _edgar.DisposeSafely(); + + // A run that failed half way leaves its staging behind, and nothing else ever reads it. + try + { + if (Directory.Exists(_stagingDirectory)) + { + Directory.Delete(_stagingDirectory, recursive: true); + } + } + catch (IOException err) + { + Log.Error(err, $"SEC13FDownloader.Dispose(): could not delete {_stagingDirectory}"); + } + + GC.SuppressFinalize(this); + } + } +} diff --git a/DataProcessing/SEC13FEdgarDay.cs b/DataProcessing/SEC13FEdgarDay.cs new file mode 100644 index 0000000..7f3c569 --- /dev/null +++ b/DataProcessing/SEC13FEdgarDay.cs @@ -0,0 +1,217 @@ +/* + * QUANTCONNECT.COM - Democratizing Finance, Empowering Individuals. + * Lean Algorithmic Trading Engine v2.0. Copyright 2014 QuantConnect Corporation. + * + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. +*/ + +using System; +using System.Collections.Generic; +using System.Globalization; +using System.IO; +using System.IO.Compression; +using System.Linq; +using System.Text; +using System.Text.RegularExpressions; +using System.Xml.Linq; +using QuantConnect.Logging; + +namespace QuantConnect.DataProcessing +{ + /// + /// One day of Form 13F filings read straight from EDGAR and written as an archive with the + /// tables the SEC data sets carry, so the processor reads it like any other window. + /// + /// The data sets come out in three month batches a few days after each window closes. A daily + /// job waiting for them publishes a filing up to three months after it was public, while a + /// backtest stamped at the filing date sees it the day it was filed. EDGAR lists each day's + /// filings in its daily index that night, and their information tables carry the lines the data + /// sets do: 48 of 48 filings compared line by line, and the same accession numbers on six sample + /// days, so reading EDGAR is what lets the live job publish on the date the history uses. + /// + internal static class SEC13FEdgarDay + { + private const string FormPattern = "13F-HR(?:/A)?"; + + private const string PrimaryDocumentTypePrefix = "13F-HR"; + private const string InformationTableDocumentType = "INFORMATION TABLE"; + + /// What the archive's tables carry for one filing. + internal sealed class Filing + { + public string Accession { get; init; } + public string SubmissionType { get; init; } + public int Cik { get; init; } + public DateTime Filed { get; init; } + public DateTime Period { get; init; } + public bool ConfidentialOmitted { get; init; } + + /// INFOTABLE rows: CUSIP, VALUE, SSHPRNAMT, SSHPRNAMTTYPE, PUTCALL, VOTING_AUTH_SOLE, VOTING_AUTH_SHARED. + public List Lines { get; } = new(); + } + + /// The name a day's archive is cached and logged under. + public static string ArchiveName(DateTime day) => $"edgar-{day.ToString(DateFormat.EightCharacter, CultureInfo.InvariantCulture)}_form13f.zip"; + + /// + /// Writes the day's archive into and returns its path, or null + /// when EDGAR has not published an index for the day, which is every weekend and holiday and a + /// day whose index is late. returns the names in one of EDGAR's + /// directory listings and a file; both throw on any failure. + /// + public static string Build(DateTime day, string directory, Func> listDirectory, + Func getText) + { + var path = System.IO.Path.Combine(directory, ArchiveName(day)); + if (File.Exists(path)) + { + return path; + } + + if (!SECEdgarIndex.IsIndexPublished(day, listDirectory)) + { + return null; + } + + var entries = ParseIndex(getText(SECEdgarIndex.IndexUrl(day))); + var filings = new List(entries.Count); + foreach (var entry in entries) + { + filings.Add(ParseFiling(entry, getText(SECEdgarIndex.ArchivesBaseUrl + entry.Path))); + } + + Directory.CreateDirectory(directory); + SEC13FFiles.WriteThenMove(path, stream => WriteArchive(stream, filings)); + + Log.Trace($"SEC13FEdgarDay.Build(): {day:yyyy-MM-dd}: {filings.Count} holdings filings, " + + $"{filings.Sum(filing => filing.Lines.Count)} information table lines"); + return path; + } + + /// + /// The holdings reports and their amendments listed in a daily index. Notices are left out: + /// they carry no information table, and the processor skips them in the data sets too. + /// + internal static List ParseIndex(string text) + { + return SECEdgarIndex.ParseIndex(text, FormPattern); + } + + /// + /// Reads one full submission file: the period and confidential treatment flag from the + /// primary document, and every line of its information tables. The form type, filer and + /// filing date come from the index, as they do in the data sets. + /// + internal static Filing ParseFiling(SECEdgarIndex.Entry entry, string text) + { + XElement primary = null; + var tables = new List(); + + foreach (var document in SECEdgarIndex.Documents(text)) + { + if (document.Xml == null) + { + continue; + } + + if (document.Type.StartsWith(PrimaryDocumentTypePrefix, StringComparison.OrdinalIgnoreCase)) + { + primary = SECEdgarIndex.ParseXml(document.Xml, entry.Path); + } + else if (document.Type.Equals(InformationTableDocumentType, StringComparison.OrdinalIgnoreCase)) + { + tables.Add(SECEdgarIndex.ParseXml(document.Xml, entry.Path)); + } + } + + if (primary == null) + { + throw new InvalidDataException($"SEC13FEdgarDay.ParseFiling(): {entry.Path} carries no primary document"); + } + + var period = Value(primary, "periodOfReport") ?? Value(primary, "reportCalendarOrQuarter") + ?? throw new InvalidDataException($"SEC13FEdgarDay.ParseFiling(): {entry.Path} carries no period of report"); + + var filing = new Filing + { + Accession = entry.Accession, + SubmissionType = entry.FormType, + Cik = entry.Cik, + Filed = entry.Filed, + Period = DateTime.ParseExact(period, "MM-dd-yyyy", CultureInfo.InvariantCulture), + ConfidentialOmitted = IsTrue(Value(primary, "isConfidentialOmitted")) + }; + + foreach (var line in tables.SelectMany(table => SECEdgarIndex.Elements(table, "infoTable"))) + { + filing.Lines.Add(new[] + { + Value(line, "cusip"), + Value(line, "value"), + Value(line, "sshPrnamt"), + Value(line, "sshPrnamtType"), + Value(line, "putCall"), + Value(line, "Sole"), + Value(line, "Shared") + }); + } + + return filing; + } + + /// Writes the three tables the processor reads, in the data sets' layout. + internal static void WriteArchive(Stream stream, IEnumerable filings) + { + var submissions = new StringBuilder("ACCESSION_NUMBER\tFILING_DATE\tSUBMISSIONTYPE\tCIK\tPERIODOFREPORT\n"); + var summaries = new StringBuilder("ACCESSION_NUMBER\tISCONFIDENTIALOMITTED\n"); + var lines = new StringBuilder("ACCESSION_NUMBER\tCUSIP\tVALUE\tSSHPRNAMT\tSSHPRNAMTTYPE\tPUTCALL\tVOTING_AUTH_SOLE\tVOTING_AUTH_SHARED\n"); + + foreach (var filing in filings) + { + submissions.Append(string.Join('\t', filing.Accession, + filing.Filed.ToString("yyyy-MM-dd", CultureInfo.InvariantCulture), filing.SubmissionType, + filing.Cik.ToString(CultureInfo.InvariantCulture), filing.Period.ToString("yyyy-MM-dd", CultureInfo.InvariantCulture))).Append('\n'); + summaries.Append(filing.Accession).Append('\t').Append(filing.ConfidentialOmitted ? "Y" : "N").Append('\n'); + + foreach (var line in filing.Lines) + { + lines.Append(filing.Accession); + foreach (var field in line) + { + lines.Append('\t').Append(Clean(field)); + } + + lines.Append('\n'); + } + } + + using var zip = new ZipArchive(stream, ZipArchiveMode.Create, leaveOpen: true); + foreach (var (name, content) in new[] { ("SUBMISSION.tsv", submissions), ("SUMMARYPAGE.tsv", summaries), ("INFOTABLE.tsv", lines) }) + { + using var writer = new StreamWriter(zip.CreateEntry(name, CompressionLevel.Optimal).Open()); + writer.Write(content.ToString()); + } + } + + private static string Value(XElement root, string name) => SECEdgarIndex.Value(root, name); + + private static bool IsTrue(string value) + { + return value != null && (value.Equals("true", StringComparison.OrdinalIgnoreCase) || value.Equals("Y", StringComparison.OrdinalIgnoreCase)); + } + + /// A field as a table cell: tabs and line breaks would split the row. + private static string Clean(string value) + { + return value == null ? string.Empty : Regex.Replace(value, @"\s+", " ").Trim(); + } + } +} diff --git a/DataProcessing/SEC13FFiles.cs b/DataProcessing/SEC13FFiles.cs new file mode 100644 index 0000000..fe0af1a --- /dev/null +++ b/DataProcessing/SEC13FFiles.cs @@ -0,0 +1,108 @@ +/* + * QUANTCONNECT.COM - Democratizing Finance, Empowering Individuals. + * Lean Algorithmic Trading Engine v2.0. Copyright 2014 QuantConnect Corporation. + * + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. +*/ + +using System; +using System.Collections.Generic; +using System.IO; +using System.IO.Compression; +using System.Linq; + +namespace QuantConnect.DataProcessing +{ + /// File helpers shared by the 13F downloader and the N-PORT crosswalk. + internal static class SEC13FFiles + { + /// + /// Streams one tab separated table out of an SEC archive, yielding the header's column index + /// map with each row. A missing table or required column throws, since either means the + /// layout moved; so does a row too short for the required columns, unless + /// asks for it to be skipped. + /// + public static IEnumerable<(Dictionary Columns, string[] Fields)> ReadTable( + ZipArchive zip, string source, string table, bool skipShortRows, params string[] required) + { + var entry = zip.Entries.FirstOrDefault(x => + string.Equals(Path.GetFileName(x.FullName), table, StringComparison.OrdinalIgnoreCase)); + if (entry == null) + { + throw new FileNotFoundException( + $"SEC13FFiles.ReadTable(): {source} carries no {table}. Entries: " + + $"{string.Join(", ", zip.Entries.Select(x => x.FullName))}"); + } + + using var reader = new StreamReader(entry.Open()); + + var header = reader.ReadLine(); + if (header == null) + { + throw new InvalidDataException($"SEC13FFiles.ReadTable(): {source} {table} is empty"); + } + + var columns = new Dictionary(StringComparer.OrdinalIgnoreCase); + var names = header.Split('\t'); + for (var i = 0; i < names.Length; i++) + { + columns[names[i].Trim()] = i; + } + + var missing = required.Where(x => !columns.ContainsKey(x)).ToList(); + if (missing.Count > 0) + { + throw new InvalidDataException( + $"SEC13FFiles.ReadTable(): {source} {table} is missing {string.Join(", ", missing)}. Header: {header}"); + } + + var maximum = required.Max(x => columns[x]); + string line; + while ((line = reader.ReadLine()) != null) + { + if (line.Length == 0) + { + continue; + } + + var fields = line.Split('\t'); + if (fields.Length <= maximum) + { + if (skipShortRows) + { + continue; + } + + throw new InvalidDataException( + $"SEC13FFiles.ReadTable(): {source} {table} row holds {fields.Length} fields, " + + $"fewer than the {maximum + 1} the required columns need: {line}"); + } + + yield return (columns, fields); + } + } + + /// + /// Writes a file through a temporary sibling that is moved into place at the end, so an + /// interrupted run never leaves a half written file for the next one to read. + /// + public static void WriteThenMove(string path, Action write) + { + var temporaryPath = path + ".tmp"; + using (var stream = File.Create(temporaryPath)) + { + write(stream); + } + + File.Move(temporaryPath, path, overwrite: true); + } + } +} diff --git a/DataProcessing/SEC13FTickerCrosswalk.cs b/DataProcessing/SEC13FTickerCrosswalk.cs new file mode 100644 index 0000000..4b0ca69 --- /dev/null +++ b/DataProcessing/SEC13FTickerCrosswalk.cs @@ -0,0 +1,297 @@ +/* + * QUANTCONNECT.COM - Democratizing Finance, Empowering Individuals. + * Lean Algorithmic Trading Engine v2.0. Copyright 2014 QuantConnect Corporation. + * + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. +*/ + +using System; +using System.Collections.Generic; +using System.Globalization; +using System.IO; +using System.IO.Compression; +using System.Linq; +using System.Text.RegularExpressions; +using QuantConnect.Logging; + +namespace QuantConnect.DataProcessing +{ + /// + /// CUSIP to ticker crosswalk built from the SEC Form N-PORT data sets, used as the last step of + /// the 13F identity chain. + /// + /// A 13F reports a CUSIP and nothing else, and LEAN's security database does not carry every + /// issuer: it misses names as large as Alphabet, and for foreign issuers filing under a CINS the + /// arithmetic US ISIN is wrong by construction. N-PORT publishes, for the same securities, both + /// the CUSIP and the ticker the fund reported, so joining its tables yields a CUSIP to ticker + /// map made entirely out of filings. On the March to May 2026 13F window it covers 98.1 percent + /// of reported value, against 88.9 percent for the security database steps on their own. + /// + /// The ticker is free text written by fund administrators ("GOOGL", "GOOGL US", "goog"), so it + /// is normalised and voted on across every fund that reported the security. Each entry keeps the + /// day its data set begins, because a ticker only names a security on a date: META named a + /// Roundhill ETF from June 2021 to January 2022, before Facebook took it. + /// + /// N-PORT begins in late 2019, so a security that stopped trading before then never appears + /// here and still depends on the security database. + /// + public static class SEC13FTickerCrosswalk + { + private const string NPortUrlFormat = + "https://www.sec.gov/files/dera/data/form-n-port-data-sets/{0}q{1}_nport.zip"; + + private const string HoldingTable = "FUND_REPORTED_HOLDING.tsv"; + private const string IdentifierTable = "IDENTIFIERS.tsv"; + + /// + /// The file the built map is cached in, so the next run does not re-download gigabytes. Not + /// a .csv, so nothing that walks the security files mistakes it for one. + /// + public const string CacheFileName = "nport-crosswalk.txt"; + + /// The ticker the funds reported for a CUSIP, and the first day of the data set it came from. + public readonly record struct Entry(string Ticker, DateTime Observed); + + /// + /// Tickers arrive with a venue suffix in the Bloomberg style ("GOOGL US"), in lower case, + /// and as the literal "N/A". Strip the suffix, upper case the rest and accept only what + /// looks like a US equity ticker. + /// + private static readonly Regex VenueSuffix = new(@"\s+[A-Z]{2}$", RegexOptions.Compiled); + private static readonly Regex TickerShape = new(@"^[A-Z.\-]{1,8}$", RegexOptions.Compiled); + + /// + /// Loads the crosswalk cached in , building it from the + /// newest N-PORT data sets when the cache does not cover them and + /// writing the result to . says + /// whether a data set is published and puts one on disk, both + /// through the caller's rate limit and retries. + /// + public static Dictionary Load(string readDirectory, string writeDirectory, int quarters, + Func exists, Func download) + { + var cached = ReadCache(Path.Combine(readDirectory, CacheFileName), out var cachedQuarters); + + var missing = FindAvailableQuarters(quarters, exists) + .Where(quarter => !cachedQuarters.Contains(QuarterKey(quarter))) + .ToList(); + + if (missing.Count == 0) + { + // Written back all the same, so the published folder always carries the map the data was + // built with. A run that found it complete used to leave it out of its output, and the + // next daily run rebuilt it from 1.8 GB of N-PORT, possibly with a newer quarter. + WriteCache(Path.Combine(writeDirectory, CacheFileName), cached, cachedQuarters); + Log.Trace($"SEC13FTickerCrosswalk.Load(): cache holds {cached.Count} CUSIPs, nothing to fetch"); + return cached; + } + + var downloads = new List(); + foreach (var (year, quarter) in missing) + { + var path = download(Url(year, quarter), $"{QuarterKey((year, quarter))}_nport.zip"); + downloads.Add(path); + + Fold(cached, QuarterStart(year, quarter), BuildFromQuarter(path, year, quarter)); + cachedQuarters.Add(QuarterKey((year, quarter))); + } + + WriteCache(Path.Combine(writeDirectory, CacheFileName), cached, cachedQuarters); + + // The derived map is what is kept; each archive is several hundred megabytes. + foreach (var path in downloads) + { + File.Delete(path); + } + + Log.Trace($"SEC13FTickerCrosswalk.Load(): {cached.Count} CUSIPs after folding in " + + $"{string.Join(", ", missing.Select(QuarterKey))}"); + return cached; + } + + /// + /// Folds one data set's tickers into the map. The newest observation of a CUSIP wins whatever + /// order the data sets arrive in: a first build walks back from today, while a refresh adds + /// one newer quarter on top of the cache. + /// + internal static void Fold(Dictionary map, DateTime observed, + IEnumerable> tickers) + { + foreach (var (cusip, ticker) in tickers) + { + if (!map.TryGetValue(cusip, out var held) || held.Observed <= observed) + { + map[cusip] = new Entry(ticker, observed); + } + } + } + + /// Walks back from the current quarter until it has found the requested number of data sets. + private static List<(int Year, int Quarter)> FindAvailableQuarters(int quarters, Func exists) + { + var found = new List<(int, int)>(); + var probe = DateTime.UtcNow; + + // Twelve quarters of lookback is far more than the publication lag and stops the probe + // from walking to 2019 if the SEC ever moves the files. + for (var attempt = 0; attempt < 12 && found.Count < quarters; attempt++, probe = probe.AddMonths(-3)) + { + var year = probe.Year; + var quarter = (probe.Month - 1) / 3 + 1; + if (exists(Url(year, quarter))) + { + found.Add((year, quarter)); + } + } + + if (found.Count == 0) + { + throw new InvalidOperationException( + "SEC13FTickerCrosswalk.FindAvailableQuarters(): no N-PORT data set is published"); + } + + return found; + } + + /// + /// Builds the map for one quarter. Two passes over the archive, because the tables join on + /// HOLDING_ID and neither is sorted: the first collects the identifier rows that carry a + /// ticker, only 6.9 percent of them, and the second votes those tickers onto the CUSIP each + /// holding belongs to. + /// + private static IEnumerable> BuildFromQuarter(string path, int year, int quarter) + { + using var archive = ZipFile.OpenRead(path); + + var tickersByHolding = new Dictionary(StringComparer.Ordinal); + foreach (var fields in ReadTable(archive, IdentifierTable, "HOLDING_ID", "IDENTIFIER_TICKER")) + { + var ticker = Normalize(fields[1]); + if (ticker != null) + { + tickersByHolding[fields[0]] = ticker; + } + } + + var votes = new Dictionary>(StringComparer.Ordinal); + foreach (var fields in ReadTable(archive, HoldingTable, "HOLDING_ID", "ISSUER_CUSIP")) + { + if (!tickersByHolding.TryGetValue(fields[0], out var ticker)) + { + continue; + } + + var cusip = fields[1].Trim().ToUpperInvariant(); + + // Foreign issuers without a CUSIP are masked as all zeros in this data set. + if (cusip.Length != 9 || cusip == "000000000") + { + continue; + } + + if (!votes.TryGetValue(cusip, out var tally)) + { + votes[cusip] = tally = new Dictionary(StringComparer.Ordinal); + } + + tally.TryGetValue(ticker, out var count); + tally[ticker] = count + 1; + } + + Log.Trace($"SEC13FTickerCrosswalk.BuildFromQuarter(): {year}Q{quarter}: " + + $"{tickersByHolding.Count} holdings carried a ticker, {votes.Count} CUSIPs resolved"); + + return votes.Select(pair => new KeyValuePair( + pair.Key, + pair.Value.OrderByDescending(vote => vote.Value).ThenBy(vote => vote.Key, StringComparer.Ordinal).First().Key)) + .ToList(); + } + + /// + /// The requested columns of one N-PORT table. Short rows are skipped rather than thrown on, + /// so one malformed holding cannot stop the whole build. + /// + private static IEnumerable ReadTable(ZipArchive archive, string table, params string[] wanted) + { + return SEC13FFiles.ReadTable(archive, "N-PORT", table, skipShortRows: true, wanted) + .Select(row => wanted.Select(column => row.Fields[row.Columns[column]]).ToArray()); + } + + /// Cleans one raw ticker, returning null when it is not usable. + internal static string Normalize(string raw) + { + var ticker = VenueSuffix.Replace(raw.Trim().ToUpperInvariant(), string.Empty); + return ticker.Length > 0 && ticker != "N/A" && TickerShape.IsMatch(ticker) ? ticker : null; + } + + private static string Url(int year, int quarter) + => string.Format(CultureInfo.InvariantCulture, NPortUrlFormat, year, quarter); + + private static string QuarterKey((int Year, int Quarter) quarter) + => $"{quarter.Year}q{quarter.Quarter}"; + + /// + /// The day a data set's tickers are taken to be observed on: its quarter's first day. A ticker + /// renamed within that quarter fails the traded-under check in the downloader, so its CUSIP + /// stays unresolved until a newer quarter is folded in. Rare, and it never resolves wrongly. + /// + private static DateTime QuarterStart(int year, int quarter) + => new(year, quarter * 3 - 2, 1); + + private static Dictionary ReadCache(string path, out HashSet quarters) + { + var map = new Dictionary(StringComparer.Ordinal); + quarters = new HashSet(StringComparer.OrdinalIgnoreCase); + + if (!File.Exists(path)) + { + return map; + } + + foreach (var line in File.ReadLines(path)) + { + if (line.StartsWith("#", StringComparison.Ordinal)) + { + quarters.UnionWith(line.TrimStart('#').Split(',', StringSplitOptions.RemoveEmptyEntries) + .Select(value => value.Trim())); + continue; + } + + var fields = line.Split(','); + if (fields.Length == 3 && fields[0].Length == 9) + { + map[fields[0]] = new Entry(fields[1], + DateTime.ParseExact(fields[2], DateFormat.EightCharacter, CultureInfo.InvariantCulture)); + } + } + + return map; + } + + private static void WriteCache(string path, Dictionary map, HashSet quarters) + { + Directory.CreateDirectory(Path.GetDirectoryName(path)); + + var lines = new List { "#" + string.Join(",", quarters.OrderBy(value => value, StringComparer.Ordinal)) }; + lines.AddRange(map.OrderBy(pair => pair.Key, StringComparer.Ordinal) + .Select(pair => $"{pair.Key},{pair.Value.Ticker},{pair.Value.Observed.ToString(DateFormat.EightCharacter, CultureInfo.InvariantCulture)}")); + + SEC13FFiles.WriteThenMove(path, stream => + { + using var writer = new StreamWriter(stream, leaveOpen: true); + foreach (var line in lines) + { + writer.WriteLine(line); + } + }); + } + } +} diff --git a/DataProcessing/SECEdgarClient.cs b/DataProcessing/SECEdgarClient.cs new file mode 100644 index 0000000..13d0313 --- /dev/null +++ b/DataProcessing/SECEdgarClient.cs @@ -0,0 +1,220 @@ +/* + * QUANTCONNECT.COM - Democratizing Finance, Empowering Individuals. + * Lean Algorithmic Trading Engine v2.0. Copyright 2014 QuantConnect Corporation. + * + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. +*/ + +using System; +using System.Collections.Generic; +using System.IO; +using System.Net; +using System.Net.Http; +using System.Threading; +using QuantConnect.Configuration; +using QuantConnect.Logging; +using QuantConnect.Util; + +namespace QuantConnect.DataProcessing +{ + /// + /// The HTTP side every SEC dataset processor shares: the User-Agent the SEC asks automated + /// readers for, its rate limit, retries with backoff, and downloads that never leave a truncated + /// file behind. Safe to call from several threads, which share the one rate gate. + /// + public class SECEdgarClient : IDisposable + { + private const int MaxRetries = 8; + + private readonly HttpClient _client = new() { Timeout = TimeSpan.FromMinutes(30) }; + private bool _userAgentSet; + + /// + /// Config key for the requests a second the client sends. The SEC allows ten; a long rebuild + /// runs lower, since EDGAR answered a day of sustained reading at ten with 503s and responses + /// slowed to seconds for the whole address, even at one request at a time. + /// + public const string RequestsPerSecondKey = "sec-requests-per-second"; + + private const int MaximumRequestsPerSecond = 10; + + private readonly RateGate _rateGate = new( + Math.Clamp(Config.GetInt(RequestsPerSecondKey, MaximumRequestsPerSecond), 1, MaximumRequestsPerSecond), + TimeSpan.FromSeconds(1)); + + /// The requests a second the client sends. + public int RequestsPerSecond => _rateGate.Occurrences; + + /// EDGAR's directory listings, by folder URL, read once per client. + private readonly Dictionary> _listings = new(StringComparer.Ordinal); + + /// + /// GETs a URL as text, with retry and backoff. false stops at + /// the first 404, for a file the SEC removed long ago rather than one it has not served yet. + /// + public string GetText(string url, bool retryNotFound = true) + { + return WithRetry(url, retryNotFound, () => + { + using var response = _client.GetAsync(url).GetAwaiter().GetResult(); + response.EnsureSuccessStatusCode(); + return response.Content.ReadAsStringAsync().GetAwaiter().GetResult(); + }); + } + + /// + /// Downloads a file into a directory, reusing a copy already there. It lands as ".part" first, + /// so an interrupted run cannot leave a truncated file for the next one. + /// + public string DownloadFile(string url, string name, string directory) + { + Directory.CreateDirectory(directory); + var path = Path.Combine(directory, name); + if (File.Exists(path)) + { + Log.Trace($"SECEdgarClient.DownloadFile(): {name} already on disk"); + return path; + } + + var temporaryPath = path + ".part"; + WithRetry(url, true, () => + { + using var response = _client + .GetAsync(url, HttpCompletionOption.ResponseHeadersRead) + .GetAwaiter().GetResult(); + response.EnsureSuccessStatusCode(); + + using var source = response.Content.ReadAsStreamAsync().GetAwaiter().GetResult(); + using var destination = new FileStream(temporaryPath, FileMode.Create, FileAccess.Write); + source.CopyTo(destination); + return true; + }); + + File.Move(temporaryPath, path, overwrite: true); + Log.Trace($"SECEdgarClient.DownloadFile(): {name}, {new FileInfo(path).Length} bytes"); + return path; + } + + /// + /// Whether the SEC has published a file: false only on 404. Anything else fails once the + /// retries run out, since a 403 taken for "not published" would change a result quietly. + /// + public bool UrlExists(string url) + { + return WithRetry(url, true, () => + { + using var request = new HttpRequestMessage(HttpMethod.Head, url); + using var response = _client.Send(request); + if (response.StatusCode == HttpStatusCode.NotFound) + { + return false; + } + + response.EnsureSuccessStatusCode(); + return true; + }); + } + + /// + /// The names in one of EDGAR's directory listings. Read once per client, so a day published + /// after the run read its quarter is left to the next run. Fails like any other GET, a block included. + /// + public ISet ListDirectory(string url) + { + lock (_listings) + { + if (!_listings.TryGetValue(url, out var names)) + { + names = SECEdgarIndex.ListingNames(GetText(url + "index.json")); + _listings[url] = names; + } + + return names; + } + } + + /// + /// True when a failed request is worth asking again: transport errors, server errors, + /// throttling and a 404. Every file requested is one the SEC lists, so a 404 is its own + /// hiccup: the first filings of two new filers, in the 24 and 27 July 2026 indexes, answered + /// 404 for up to a minute and 200 afterwards. A 403 is a block, which outlasts any backoff. + /// + internal static bool IsWorthRetrying(Exception error) + { + var status = (error as HttpRequestException)?.StatusCode; + + return status == null + || (int)status >= 500 + || status == HttpStatusCode.NotFound + || status == HttpStatusCode.TooManyRequests + || status == HttpStatusCode.RequestTimeout; + } + + /// + /// Sends a request through the rate gate, retrying whatever IsWorthRetrying accepts with a + /// backoff that doubles up to two minutes, about four minutes in all: EDGAR served a new + /// filer's listed filing as a 404 for over a minute. The last failure is the one that surfaces. + /// + private T WithRetry(string url, bool retryNotFound, Func request) + { + RequireUserAgent(); + for (var attempt = 1; ; attempt++) + { + try + { + _rateGate.WaitToProceed(); + return request(); + } + catch (Exception err) when (attempt < MaxRetries && IsWorthRetrying(err) + && (retryNotFound || (err as HttpRequestException)?.StatusCode != HttpStatusCode.NotFound)) + { + Log.Trace($"SECEdgarClient.WithRetry(): {url} retry {attempt}/{MaxRetries} after: {err.Message}"); + Thread.Sleep(TimeSpan.FromSeconds(Math.Min(120, Math.Pow(2, attempt)))); + } + } + } + + /// + /// Sets the User-Agent the SEC asks automated readers for, from the same config keys the + /// reports dataset reads, on the first request: a run that never reaches the network, like + /// the unit tests, does not need them. + /// + private void RequireUserAgent() + { + lock (_client) + { + if (_userAgentSet) + { + return; + } + + var companyName = Config.Get("sec-user-agent-company-name"); + var companyEmail = Config.Get("sec-user-agent-company-email"); + if (string.IsNullOrEmpty(companyName) || string.IsNullOrEmpty(companyEmail)) + { + throw new ArgumentException("The SEC requires a company name and email to download data using " + + "automation. Set `sec-user-agent-company-name` and `sec-user-agent-company-email` in the config."); + } + + _client.DefaultRequestHeaders.TryAddWithoutValidation("User-Agent", string.Join(" ", companyName, companyEmail)); + _userAgentSet = true; + } + } + + /// Disposes the HTTP client and the rate gate. + public void Dispose() + { + _client.DisposeSafely(); + _rateGate.DisposeSafely(); + GC.SuppressFinalize(this); + } + } +} diff --git a/DataProcessing/SECEdgarIndex.cs b/DataProcessing/SECEdgarIndex.cs new file mode 100644 index 0000000..466dc91 --- /dev/null +++ b/DataProcessing/SECEdgarIndex.cs @@ -0,0 +1,171 @@ +/* + * QUANTCONNECT.COM - Democratizing Finance, Empowering Individuals. + * Lean Algorithmic Trading Engine v2.0. Copyright 2014 QuantConnect Corporation. + * + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. +*/ + +using System; +using System.Collections.Generic; +using System.Globalization; +using System.IO; +using System.Linq; +using System.Text.RegularExpressions; +using System.Xml.Linq; +using Newtonsoft.Json; +using QuantConnect.DataSource; + +namespace QuantConnect.DataProcessing +{ + /// + /// EDGAR's daily form index and full submission files, which every SEC dataset read from EDGAR + /// goes through: where a day's index lives, whether it is published, the filings it lists, and + /// the documents and XML inside one submission. + /// + public static class SECEdgarIndex + { + /// Root of the daily indexes, one folder per year and quarter. + public const string DailyIndexRootUrl = "https://www.sec.gov/Archives/edgar/daily-index/"; + + /// Root the index's file paths are relative to. + public const string ArchivesBaseUrl = "https://www.sec.gov/Archives/"; + + private static readonly Regex DocumentBlock = new(@"(?.*?)", + RegexOptions.Compiled | RegexOptions.Singleline); + + private static readonly Regex DocumentType = new(@"(?[^\r\n<]+)", RegexOptions.Compiled); + + private static readonly Regex XmlBlock = new(@"(?.*?)", + RegexOptions.Compiled | RegexOptions.Singleline); + + /// One filing listed in a daily index, under one of the CIKs the filing names. + public readonly record struct Entry(string FormType, int Cik, DateTime Filed, string Path) + { + /// The accession number, which is the name of the submission file. + public string Accession => System.IO.Path.GetFileNameWithoutExtension(Path); + } + + /// One document of a submission: its type and, when it carries one, its XML. + public readonly record struct Document(string Type, string Xml); + + /// The daily form index, which lists a day's filings by form type. + public static string IndexUrl(DateTime day) + { + return $"{QuarterUrl(day)}{IndexFileName(day)}"; + } + + /// + /// Whether EDGAR lists the day's form index. The answer comes from its directory listings, + /// never from a failed request: EDGAR answers 403 both for an index that does not exist and + /// for a reader it has blocked, and a block taken for "no index" dropped the day for good. Each + /// folder is looked up in its parent's listing first, from the root, which always exists: a + /// year or quarter EDGAR has not created yet answers 403 as well. + /// + public static bool IsIndexPublished(DateTime day, Func> listDirectory) + { + var year = day.Year.ToString(CultureInfo.InvariantCulture); + return listDirectory(DailyIndexRootUrl).Contains(year) + && listDirectory($"{DailyIndexRootUrl}{year}/").Contains(QuarterName(day)) + && listDirectory(QuarterUrl(day)).Contains(IndexFileName(day)); + } + + /// The names in one of EDGAR's index.json directory listings. + public static HashSet ListingNames(string json) + { + var listing = JsonConvert.DeserializeObject(json)?.Directory + ?? throw new InvalidDataException("SECEdgarIndex.ListingNames(): not an EDGAR directory listing"); + + return (listing.Items ?? new List()).Select(item => item.Name).ToHashSet(StringComparer.Ordinal); + } + + /// + /// The filings of the form types matches, a regular expression + /// for the whole form type such as 13F-HR(?:/A)?. EDGAR lists a filing once for every + /// CIK it names, so a filing can come back more than once; keeps one. + /// + public static List ParseIndex(string text, string formPattern) + { + var line = new Regex( + $@"^(?
{formPattern})\s+.+?\s+(?\d+)\s+(?\d{{8}})\s+(?edgar/data/\S+\.txt)\s*$"); + + var entries = new List(); + foreach (var raw in text.Split('\n')) + { + var match = line.Match(raw.TrimEnd('\r')); + if (!match.Success) + { + continue; + } + + entries.Add(new Entry( + match.Groups["form"].Value, + int.Parse(match.Groups["cik"].Value, CultureInfo.InvariantCulture), + DateTime.ParseExact(match.Groups["date"].Value, DateFormat.EightCharacter, CultureInfo.InvariantCulture), + match.Groups["file"].Value)); + } + + return entries; + } + + /// One entry per accession, the first the index lists. + public static List DistinctFilings(IEnumerable entries) + { + var seen = new HashSet(StringComparer.Ordinal); + return entries.Where(entry => seen.Add(entry.Accession)).ToList(); + } + + /// The documents of a full submission file, in order, with the XML of those that carry it. + public static IEnumerable Documents(string submission) + { + foreach (Match document in DocumentBlock.Matches(submission)) + { + var body = document.Groups["body"].Value; + var xml = XmlBlock.Match(body); + yield return new Document( + DocumentType.Match(body).Groups["type"].Value.Trim(), + xml.Success ? xml.Groups["xml"].Value : null); + } + } + + /// Parses a document's XML, naming the submission when it is malformed. + public static XElement ParseXml(string xml, string source) + { + try + { + return XDocument.Parse(xml.Trim()).Root; + } + catch (Exception err) + { + throw new InvalidDataException($"SECEdgarIndex.ParseXml(): {source} carries malformed XML: {err.Message}", err); + } + } + + /// Elements by local name, whatever namespace and case the filer's software used. + public static IEnumerable Elements(XElement root, string name) + { + return root.DescendantsAndSelf().Where(element => element.Name.LocalName.Equals(name, StringComparison.OrdinalIgnoreCase)); + } + + /// The trimmed text of the first element with a local name, or null. + public static string Value(XElement root, string name) + { + return Elements(root, name).FirstOrDefault()?.Value.Trim(); + } + + private static string QuarterName(DateTime day) => $"QTR{(day.Month - 1) / 3 + 1}"; + + private static string QuarterUrl(DateTime day) => + $"{DailyIndexRootUrl}{day.Year.ToString(CultureInfo.InvariantCulture)}/{QuarterName(day)}/"; + + private static string IndexFileName(DateTime day) => + $"form.{day.ToString(DateFormat.EightCharacter, CultureInfo.InvariantCulture)}.idx"; + } +} diff --git a/DataProcessing/SECIssuerResolver.cs b/DataProcessing/SECIssuerResolver.cs new file mode 100644 index 0000000..3ce9a58 --- /dev/null +++ b/DataProcessing/SECIssuerResolver.cs @@ -0,0 +1,190 @@ +/* + * QUANTCONNECT.COM - Democratizing Finance, Empowering Individuals. + * Lean Algorithmic Trading Engine v2.0. Copyright 2014 QuantConnect Corporation. + * + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. +*/ + +using System; +using System.Collections.Generic; +using System.Globalization; +using System.IO; +using System.Linq; +using System.Text.RegularExpressions; +using QuantConnect.Data.Auxiliary; +using QuantConnect.Interfaces; +using QuantConnect.Lean.Engine.DataFeeds; +using QuantConnect.Securities; + +namespace QuantConnect.DataProcessing +{ + /// + /// Resolves a company named by its SEC CIK and a CUSIP to the equity that traded on a date, and + /// the ticker it traded under then, which names its file. The CIK and CUSIP columns come from the + /// security database, which QuantConnect keeps wherever the job runs. + /// + internal sealed class SECIssuerResolver + { + private readonly IMapFileProvider _mapFileProvider; + private readonly Dictionary> _securitiesByCik; + private readonly Dictionary> _securitiesByCusip; + private readonly Dictionary _mapFiles = new(); + private readonly Dictionary<(string Ticker, DateTime Date), SecurityIdentifier> _tickerOwners = new(); + + /// Filings resolved by CIK, by CUSIP, and not at all, for the run summary. + public long ResolvedByCik { get; private set; } + public long ResolvedByCusip { get; private set; } + public long Unresolved { get; private set; } + + /// + /// Loads the security database's CIK column from the data folder. A data folder without the + /// database, as in the unit tests, leaves only the ticker path. + /// + public SECIssuerResolver(IMapFileProvider mapFileProvider = null) + { + _mapFileProvider = mapFileProvider; + if (_mapFileProvider == null) + { + // Zip, not disk: the security master ships map_files_.zip, and the disk + // provider only sees loose csv files, so it would resolve almost nothing without failing. + _mapFileProvider = new LocalZipMapFileProvider(); + _mapFileProvider.Initialize(new DefaultDataProvider()); + } + + var securityDatabasePath = Path.Combine(Globals.GetDataFolderPath("symbol-properties"), "security-database.csv"); + SecurityDefinition.TryRead(new DefaultDataProvider(), securityDatabasePath, out var definitions); + + definitions ??= new List(); + _securitiesByCik = definitions + .Where(definition => definition.CIK.HasValue) + .GroupBy(definition => definition.CIK.Value) + .ToDictionary(group => group.Key, group => group.ToList()); + _securitiesByCusip = definitions + .Where(definition => CusipBody(definition.CUSIP) != null) + .GroupBy(definition => CusipBody(definition.CUSIP), StringComparer.OrdinalIgnoreCase) + .ToDictionary(group => group.Key, group => group.ToList(), StringComparer.OrdinalIgnoreCase); + } + + /// + /// Resolves the subject of a filing that names its security by CUSIP rather than by ticker, as + /// Schedules 13D and 13G do. The CIK decides the company and the CUSIP only picks the class + /// among its listings: a CUSIP pointing at another company is an error in the filing, such as + /// the filings on Spotify and Recursion that carry Ginkgo Bioworks' CUSIP. The CUSIP alone is + /// tried only for a CIK the security database does not carry. + /// + public (SecurityIdentifier Security, string Ticker)? ResolveByCusip(int cik, string cusip, DateTime date) + { + var body = CusipBody(cusip); + + if (_securitiesByCik.TryGetValue(cik, out var definitions)) + { + var trading = Trading(definitions, date); + if (trading.Count > 1 && body != null) + { + trading = trading.Where(candidate => string.Equals(CusipBody(candidate.Definition.CUSIP), body, StringComparison.OrdinalIgnoreCase)).ToList(); + } + + if (trading.Count == 1) + { + ResolvedByCik++; + return (trading[0].Definition.SecurityIdentifier, trading[0].Ticker.ToLowerInvariant()); + } + + Unresolved++; + return null; + } + + if (body != null && _securitiesByCusip.TryGetValue(body, out definitions)) + { + var trading = Trading(definitions, date); + if (trading.Count == 1) + { + ResolvedByCusip++; + return (trading[0].Definition.SecurityIdentifier, trading[0].Ticker.ToLowerInvariant()); + } + } + + Unresolved++; + return null; + } + + /// The database rows trading under their own ticker on a date, one per security. + private List<(SecurityDefinition Definition, string Ticker)> Trading(IEnumerable definitions, DateTime date) + { + return definitions + .Select(definition => (Definition: definition, Ticker: TickerOf(definition.SecurityIdentifier, date))) + .Where(candidate => candidate.Ticker != null && Equals(TickerOwner(candidate.Ticker, date), candidate.Definition.SecurityIdentifier)) + .GroupBy(candidate => candidate.Definition.SecurityIdentifier) + .Select(group => group.First()) + .ToList(); + } + + /// The eight character body of a CUSIP, the form the security database stores, or null. + internal static string CusipBody(string cusip) + { + var value = cusip?.Trim().Replace("-", "").Replace(" ", ""); + return value != null && (value.Length == 8 || value.Length == 9) && value.All(char.IsLetterOrDigit) + ? value.Substring(0, 8).ToUpperInvariant() + : null; + } + + /// + /// The ticker a security traded under on a date, or null when its map file does not cover it. + /// No fallback to the last ticker: by then it can belong to another company. + /// + private string TickerOf(SecurityIdentifier security, DateTime date) + { + if (!_mapFiles.TryGetValue(security, out var mapFile)) + { + _mapFiles[security] = mapFile = _mapFileProvider + .Get(AuxiliaryDataKey.Create(security)) + .ResolveMapFile(security.Symbol, security.Date); + } + + if (mapFile == null || !mapFile.Any() || date < mapFile.FirstDate || date > mapFile.DelistingDate) + { + return null; + } + + var ticker = mapFile.GetMappedSymbol(date, null); + return string.IsNullOrEmpty(ticker) ? null : ticker; + } + + /// The security trading under a ticker on a date per the map files, or null. + private SecurityIdentifier TickerOwner(string ticker, DateTime date) + { + var key = (ticker.ToUpperInvariant(), date.Date); + if (!_tickerOwners.TryGetValue(key, out var owner)) + { + var mapFile = _mapFileProvider + .Get(new AuxiliaryDataKey(Market.USA, SecurityType.Equity)) + .ResolveMapFile(key.Item1, key.Item2); + + _tickerOwners[key] = owner = mapFile.Any() && date >= mapFile.FirstDate && date <= mapFile.DelistingDate + && string.Equals(mapFile.GetMappedSymbol(date, null), key.Item1, StringComparison.OrdinalIgnoreCase) + ? SecurityIdentifier.GenerateEquity(mapFile.FirstDate, mapFile.FirstTicker, Market.USA) + : null; + } + + return owner; + } + + /// A summary line for the run log. + public string Summary() + { + var total = ResolvedByCik + ResolvedByCusip + Unresolved; + return total == 0 + ? "no filings resolved" + : string.Format(CultureInfo.InvariantCulture, "{0} filings: {1} by CIK, {2} by CUSIP, {3} unresolved ({4:P1})", + total, ResolvedByCik, ResolvedByCusip, Unresolved, (double)Unresolved / total); + } + } +} diff --git a/QuantConnect.DataSource.csproj b/QuantConnect.DataSource.csproj index 70a709c..e5bbc05 100644 --- a/QuantConnect.DataSource.csproj +++ b/QuantConnect.DataSource.csproj @@ -1,4 +1,4 @@ - + net10.0 @@ -22,12 +22,10 @@ - - - - - - + + + diff --git a/SEC13FAlgorithm.cs b/SEC13FAlgorithm.cs new file mode 100644 index 0000000..1674213 --- /dev/null +++ b/SEC13FAlgorithm.cs @@ -0,0 +1,148 @@ +/* + * QUANTCONNECT.COM - Democratizing Finance, Empowering Individuals. + * Lean Algorithmic Trading Engine v2.0. Copyright 2014 QuantConnect Corporation. + * + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. +*/ + +using System.Linq; +using System.Collections.Generic; +using QuantConnect.Data; +using QuantConnect.Orders; +using QuantConnect.Algorithm; +using QuantConnect.DataSource; + +namespace QuantConnect.DataLibrary.Tests +{ + /// + /// Example algorithm using the SEC Form 13F institutional holdings dataset as a source of alpha. + /// It subscribes the dataset on three large, long-listed US equities and reads the individual + /// positions managers reported on each, then holds the name the most managers report. + /// + /// The dataset publishes what each manager filed and nothing else, so the breadth this trades + /// on is counted here, in the algorithm: a point is every position reported for the security on + /// one filing date, and distinct managers are distinct CIKs among them. Counting rather than + /// reading a published total is the whole shape of the dataset, since no filing states how many + /// managers hold a name. + /// + /// The 13F symbols returned by AddData are signals, not tradeable securities, so every name is + /// added twice: once as the tradeable equity and once as the custom data subscribed on it. + /// + public class SEC13FAlgorithm : QCAlgorithm + { + /// Tradeable equity symbol, keyed by the 13F data symbol subscribed on it. + private readonly Dictionary _equityByDataSymbol = new Dictionary(); + + /// + /// Managers seen reporting each equity for the quarter being accumulated, by filer CIK. + /// A manager files once per quarter, on a day of its own choosing, so breadth is built up + /// across filing dates rather than read off any single one. + /// + private readonly Dictionary> _managersByEquity = new Dictionary>(); + + private Symbol _invested; + + /// + /// Initialise the data and resolution required, as well as the cash and start-end dates. + /// + public override void Initialize() + { + // The dataset runs 2013-05-20 to 2026-05-29, which is where the SEC's structured 13F + // tables begin. This window sits inside it and holds one whole quarterly cycle: the + // September 2020 quarter fills in from a handful of managers in early October to + // thousands by the middle of November, while the June quarter it replaces finishes. + SetStartDate(2020, 10, 1); + SetEndDate(2020, 12, 31); + SetCash(100000); + + // AAPL is one of the names whose identity chain was validated against published + // institutional ownership. GOOGL is here on purpose too: its CUSIP is not in the + // security database, so it is reachable only through the N-PORT ticker crosswalk, and + // seeing it arrive proves the whole chain rather than just its first step. + foreach (var ticker in new[] { "AAPL", "GOOGL", "SPY" }) + { + var equity = AddEquity(ticker, Resolution.Daily).Symbol; + var dataSymbol = AddData(equity).Symbol; + _equityByDataSymbol[dataSymbol] = equity; + _managersByEquity[equity] = new HashSet(); + } + } + + /// + /// OnData event is the primary entry point for your algorithm. Each new data point is here. + /// + /// Slice object keyed by symbol containing the data + public override void OnData(Slice slice) + { + foreach (var kvp in _equityByDataSymbol) + { + if (!slice.ContainsKey(kvp.Key)) + { + continue; + } + + // One point per filing date, carrying every position reported for the security that + // day. Several managers file on the same day and a single manager can report the + // security on more than one line, which the rules allow when the discretion + // differs, so records outnumber managers. + SEC13FHoldings point = slice[kvp.Key]; + var equity = kvp.Value; + + foreach (SEC13FHolding holding in point) + { + // PeriodEnd is the quarter the position describes, typically 45 to 135 days + // before the filing date the point is stamped with. Option lines state the + // shares underlying the contracts and are left out of a share count. + Log($"{Time:yyyy-MM-dd} {equity.Value} - CIK {holding.ManagerCik} for {holding.PeriodEnd:yyyy-MM-dd}: " + + $"{holding.Amount} {holding.AmountType}, {holding.MarketValue:C0}{(holding.PutCall.HasValue ? $" ({holding.PutCall})" : "")}"); + + if (!holding.PutCall.HasValue && holding.AmountType == "SH") + { + _managersByEquity[equity].Add(holding.ManagerCik); + } + } + } + + // Hold the name the most managers report. Rebalancing only when the leader changes keeps + // the demo down to a handful of orders. + var leader = _managersByEquity + .Where(kvp => kvp.Value.Count > 0) + .OrderByDescending(kvp => kvp.Value.Count) + .ThenBy(kvp => kvp.Key.Value) + .Select(kvp => kvp.Key) + .FirstOrDefault(); + + // A 13F point arrives at midnight the day after its filing date, which is not + // necessarily a day the equity prints a bar, so the order waits for a price rather than + // firing against a stale one. + if (leader == null || leader == _invested || !slice.Bars.ContainsKey(leader)) + { + return; + } + + _invested = leader; + Log($"{Time:yyyy-MM-dd} most widely held name is now {leader.Value}, rotating into it"); + SetHoldings(leader, 1, liquidateExistingHoldings: true); + } + + /// + /// Order fill event handler. + /// + /// Order event details + public override void OnOrderEvent(OrderEvent orderEvent) + { + if (orderEvent.Status == OrderStatus.Filled) + { + Debug($"{Time} - Filled: {orderEvent.Symbol} {orderEvent.FillQuantity}"); + } + } + } +} diff --git a/SEC13FAlgorithm.py b/SEC13FAlgorithm.py new file mode 100644 index 0000000..f7c22fd --- /dev/null +++ b/SEC13FAlgorithm.py @@ -0,0 +1,123 @@ +# QUANTCONNECT.COM - Democratizing Finance, Empowering Individuals. +# Lean Algorithmic Trading Engine v2.0. Copyright 2014 QuantConnect Corporation. +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. + +from AlgorithmImports import * +from QuantConnect.DataSource import * + + +class SEC13FAlgorithm(QCAlgorithm): + '''Example algorithm using the SEC Form 13F institutional holdings dataset as a source of alpha. + It subscribes the dataset on three large, long-listed US equities and reads the individual + positions managers reported on each, then holds the name the most managers report. + + The dataset publishes what each manager filed and nothing else, so the breadth this trades on is + counted here, in the algorithm: a point is every position reported for the security on one + filing date, and distinct managers are distinct CIKs among them. Counting rather than reading a + published total is the whole shape of the dataset, since no filing states how many managers hold + a name. + + The 13F symbols returned by add_data are signals, not tradeable securities, so every name is + added twice: once as the tradeable equity and once as the custom data subscribed on it.''' + + def initialize(self) -> None: + # The dataset runs 2013-05-20 to 2026-05-29, which is where the SEC's structured 13F + # tables begin. This window sits inside it and holds one whole quarterly cycle: the + # September 2020 quarter fills in from a handful of managers in early October to + # thousands by the middle of November, while the June quarter it replaces finishes. + self.set_start_date(2020, 10, 1) + self.set_end_date(2020, 12, 31) + self.set_cash(100000) + + # Tradeable equity symbol, keyed by the 13F data symbol subscribed on it. + self._equity_by_data_symbol = {} + + # Managers seen reporting each equity, by filer CIK. A manager files once per quarter, on a + # day of its own choosing, so breadth is built up across filing dates rather than read off + # any single one. + self._managers_by_equity = {} + + # Shares reported per equity, and how many records the run read, so the end of the + # algorithm can state what the dataset actually delivered. + self._shares_by_equity = {} + self._positions = 0 + self._option_lines = 0 + + self._invested = None + + # AAPL is one of the names whose identity chain was validated against published + # institutional ownership. GOOGL is here on purpose too: its CUSIP is not in the security + # database, so it is reachable only through the N-PORT ticker crosswalk, and seeing it + # arrive proves the whole chain rather than just its first step. + for ticker in ["AAPL", "GOOGL", "SPY"]: + equity = self.add_equity(ticker, Resolution.DAILY).symbol + data_symbol = self.add_data(SEC13FHoldings, equity).symbol + self._equity_by_data_symbol[data_symbol] = equity + self._managers_by_equity[equity] = set() + self._shares_by_equity[equity] = 0 + + def on_data(self, slice: Slice) -> None: + # One point per security per filing date, carrying every position reported for it that day. + # Several managers file on the same day and a single manager can report the security on more + # than one line, which the rules allow when the discretion differs, so records outnumber + # managers. + for data_symbol, holdings in slice.get(SEC13FHoldings).items(): + equity = self._equity_by_data_symbol[data_symbol] + + for holding in holdings: + # period_end is the quarter the position describes, typically 45 to 135 days before + # the filing date the point is stamped with. reported_value is the number the + # manager filed and value_scale the power of ten that turns it into dollars, which + # market_value applies; a filing that withheld the value leaves all three None. + self._positions += 1 + if self._positions <= 5: + value = "withheld" if holding.market_value is None else f"{holding.market_value:,.0f} USD" + self.log(f"{self.time:%Y-%m-%d} {equity.value} - CIK {holding.manager_cik} " + f"for {holding.period_end:%Y-%m-%d} on {holding.form_type}: " + f"{holding.amount} {holding.amount_type}, {value}, " + f"discretion {holding.investment_discretion}, put_call {holding.put_call}") + + # Option lines state the shares underlying the contracts, not a holding of the + # security, so they are counted apart rather than added to the share count. + if holding.put_call is not None: + self._option_lines += 1 + elif holding.amount_type == "SH": + self._managers_by_equity[equity].add(holding.manager_cik) + self._shares_by_equity[equity] += holding.amount or 0 + + # Hold the name the most managers report. Rebalancing only when the leader changes keeps the + # demo down to a handful of orders. + reported = {equity: ciks for equity, ciks in self._managers_by_equity.items() if ciks} + if not reported: + return + + leader = sorted(reported.items(), key=lambda kvp: (-len(kvp[1]), kvp[0].value))[0][0] + + # A 13F point arrives at midnight the day after its filing date, which is not necessarily + # a day the equity prints a bar, so the order waits for a price rather than a stale one. + if leader == self._invested or leader not in slice.bars: + return + + self._invested = leader + self.log(f"{self.time:%Y-%m-%d} most widely held name is now {leader.value}, rotating into it") + self.set_holdings(leader, 1, liquidate_existing_holdings=True) + + def on_order_event(self, order_event: OrderEvent) -> None: + if order_event.status == OrderStatus.FILLED: + self.debug(f"{self.time} - Filled: {order_event.symbol} {order_event.fill_quantity}") + + def on_end_of_algorithm(self) -> None: + # Breadth and size are counted here, from the records, because no 13F filing states either. + self.log(f"{self._positions} reported positions read, {self._option_lines} of them option lines") + for equity, managers in self._managers_by_equity.items(): + self.log(f"{equity.value}: {len(managers)} distinct managers, " + f"{self._shares_by_equity[equity]:,.0f} shares reported") diff --git a/SEC13FHolding.cs b/SEC13FHolding.cs new file mode 100644 index 0000000..59c1cd4 --- /dev/null +++ b/SEC13FHolding.cs @@ -0,0 +1,384 @@ +/* + * QUANTCONNECT.COM - Democratizing Finance, Empowering Individuals. + * Lean Algorithmic Trading Engine v2.0. Copyright 2014 QuantConnect Corporation. + * + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. +*/ + +using System; +using System.Collections.Generic; +using System.Globalization; +using System.IO; +using NodaTime; +using ProtoBuf; +using QuantConnect.Data; +using QuantConnect.Util; +using static QuantConnect.StringExtensions; +using System.Runtime.CompilerServices; + +// The processor writes the line layout this assembly reads, so both use one implementation of it. +[assembly: InternalsVisibleTo("process")] +[assembly: InternalsVisibleTo("Tests")] + +namespace QuantConnect.DataSource +{ + /// + /// One position as a single institutional manager reported it on a single SEC Form 13F + /// submission. Managers exercising discretion over at least 100 million dollars must file a + /// Form 13F within 45 days of quarter end, listing the covered securities they hold. + /// + /// Nothing here is summed or otherwise derived: every field is the value the SEC publishes for + /// that line of that filing's information table. A manager that reports the same security on + /// two lines, which the rules allow when the discretion differs, produces two records, and they + /// are left apart. Holder counts, quarter-over-quarter change and concentration are all + /// derivable from the records of a day and are left to the algorithm. + /// + /// This is the factory that reads one line. The points an algorithm receives are + /// SEC13FHoldings, the collection of every record a security carries for one + /// filing date. + /// + [ProtoContract(SkipConstructor = true)] + public class SEC13FHolding : BaseData + { + // The frozen layout: the filing date, the filing's identity, the reported quarter, the + // position, the voting authority and the two confidential treatment columns. + private const int ExpectedColumns = 20; + + /// Format of the filing date column, which is also the name of the file. + public const string FilingDateFormat = "yyyyMMdd"; + + /// + /// EDGAR accession number of the submission this line was reported on, such as + /// 0001067983-26-000012. It identifies the filing on the SEC's own site and is what groups + /// the records of one submission back together. + /// + [ProtoMember(1)] + public string AccessionNumber { get; set; } + + /// + /// Central Index Key of the manager that filed the submission. It is the stable identity of + /// a fund across name changes, which is why it, and not the name, is carried on every + /// record. The names live once in managers.csv beside the dataset. + /// + [ProtoMember(2)] + public int ManagerCik { get; set; } + + /// + /// The quarter the position is reported for, which is the SEC PERIODOFREPORT. It is carried + /// rather than derived from Time because the two are unrelated: late + /// filings and amendments mean one filing date carries several different reported quarters, + /// and the gap between them runs from zero to years. + /// + [ProtoMember(3)] + public DateTime PeriodEnd { get; set; } + + /// + /// Submission type, which is 13F-HR for a holdings report and 13F-HR/A for an amendment. + /// A 13F-NT notice reports no positions and so contributes no records at all. + /// + [ProtoMember(4)] + public string FormType { get; set; } + + /// + /// For an amendment, whether it restates the whole report or only adds holdings. The + /// distinction decides whether the amendment replaces the original filing or supplements + /// it, and the SEC leaves it to the filer to declare. Empty on an original filing. + /// + [ProtoMember(5)] + public string AmendmentType { get; set; } + + /// Sequence number of the amendment, or null on an original filing. + [ProtoMember(6)] + public int? AmendmentNumber { get; set; } + + /// + /// Class of the security as the manager titled it, such as COM or CL A. It is free text + /// that the filer writes, so it varies between managers for the same security. + /// + [ProtoMember(7)] + public string TitleOfClass { get; set; } + + /// + /// Size of the position, which is a number of shares when AmountType is SH + /// and a principal amount when it is PRN. The two are not comparable and are deliberately + /// left in one field with its unit beside it, as the SEC reports them. + /// + [ProtoMember(8)] + public decimal? Amount { get; set; } + + /// Unit of Amount: SH for shares, PRN for a principal amount. + [ProtoMember(9)] + public string AmountType { get; set; } + + /// + /// Market value of the position exactly as the manager reported it, in the unit the filing + /// used. Before 2023 the SEC asked for thousands of dollars and since then for whole + /// dollars, and filers on both sides of that change ignore the instruction, so the number + /// is published untouched with ValueScale beside it. + /// + [ProtoMember(10)] + public decimal? ReportedValue { get; set; } + + /// + /// The power of ten that turns ReportedValue into whole dollars: 3 for a value + /// stated in thousands, 0 for one already in dollars, and -3 for a line that overstated its + /// value a thousandfold, which happens often enough to matter. + /// + /// This is the one reading in the record that the SEC does not publish. It comes from the + /// filing's period and from the size of the value against the security's close, because + /// filers disagree with the instruction often enough that the period alone is wrong. It is + /// carried beside the reported number rather than multiplied into it, so that what the + /// manager filed stays readable and this judgement stays separable from it. Use + /// MarketValue to apply it. + /// + [ProtoMember(11)] + public int ValueScale { get; set; } + + /// + /// Market value of the position in whole dollars. Worked out from ReportedValue + /// and ValueScale rather than carried as a column of its own, so the three can never disagree. + /// + public decimal? MarketValue => ReportedValue * PowerOfTen(ValueScale); + + /// Ten to the , in decimal so the result stays exact. + internal static decimal PowerOfTen(int scale) + { + var power = 1m; + for (var i = 0; i < Math.Abs(scale); i++) + { + power *= 10m; + } + + return scale < 0 ? 1m / power : power; + } + + /// + /// Whether the position is an option on the security rather than the security itself, and + /// on which side. Null for a holding of the security. An option line states the shares + /// underlying the contracts, not the number of contracts. + /// + [ProtoMember(12)] + public OptionRight? PutCall { get; set; } + + /// + /// Who exercises investment discretion over the position: SOLE for the filing manager + /// alone, DFND when it is defined by other managers, OTR otherwise. + /// + [ProtoMember(13)] + public string InvestmentDiscretion { get; set; } + + /// + /// The other managers that share the position, as the sequence numbers the filing gives + /// them on its cover page, separated by semicolons. Empty when the manager reports alone. + /// + [ProtoMember(14)] + public string OtherManager { get; set; } + + /// Shares over which the manager holds sole voting authority. + [ProtoMember(15)] + public decimal? VotingSole { get; set; } + + /// Shares over which the manager shares voting authority. + [ProtoMember(16)] + public decimal? VotingShared { get; set; } + + /// Shares over which the manager holds no voting authority. + [ProtoMember(17)] + public decimal? VotingNone { get; set; } + + /// + /// True when the submission this line belongs to withheld other positions under + /// confidential treatment. The filing is then incomplete by design and the withheld + /// positions surface in a later one, so the flag is carried rather than silently ignored. + /// + [ProtoMember(18)] + public bool ConfidentialOmitted { get; set; } + + /// + /// The date a previously confidential filing was originally made, which the SEC publishes + /// as DATEREPORTED. It is filled on about two filings in a thousand and is null on the + /// rest, so it marks positions that were withheld and later released rather than serving as + /// a timestamp. The timestamp is Time, the filing date. + /// + [ProtoMember(19)] + public DateTime? DateReported { get; set; } + + /// + /// The record covers the filing date it is stamped with, ending at midnight that night. + /// + /// LEAN emits a point at its end time rather than at its time, so this is what decides when + /// an algorithm sees the filing: the day's filings all arrive at 00:00 the following day, + /// after EDGAR has finished listing that day at about 22:05 ET. Nothing is readable before + /// it was filed, and a whole day of filings arrives at once instead of trickling in. + /// + public override DateTime EndTime => Time.AddDays(1); + + /// Name of the dataset's folder under alternative/sec/, which is where its files live. + public static string ReportFolder => "13f"; + + /// Creates a new default instance. + public SEC13FHolding() + { + } + + /// + /// Location of the source file. One zip per security holds one entry per filing date, so + /// that the dataset stays at a file per security instead of the eight and a half million a + /// loose file per date would take. LEAN reads the entry straight out of the zip. + /// + public override SubscriptionDataSource GetSource(SubscriptionDataConfig config, DateTime date, bool isLiveMode) + { + return new SubscriptionDataSource( + Path.Combine( + Globals.DataFolder, + "alternative", + "sec", + ReportFolder, + $"{config.Symbol.Value.ToLowerInvariant()}.zip#{date.ToStringInvariant(FilingDateFormat)}.csv" + ), + SubscriptionTransportMedium.LocalFile, + FileFormat.FoldingCollection + ); + } + + /// Parses one line of the file into one reported position. + public override BaseData Reader(SubscriptionDataConfig config, string line, DateTime date, bool isLiveMode) + { + var csv = line.Split(','); + + // A truncated line is skipped rather than thrown on: an exception out of Reader ends + // the algorithm. The test is "fewer than" and not "not equal to", so a column appended + // in a later revision of the file leaves every existing one readable instead of muting + // the whole dataset. + if (csv.Length < ExpectedColumns) + { + return null; + } + + var point = Parse(csv); + point.Symbol = config.Symbol; + return point; + } + + /// Reads one already split line into a point that has no symbol yet. + internal static SEC13FHolding Parse(string[] csv) + { + var point = new SEC13FHolding + { + Time = DateTime.ParseExact(csv[0], FilingDateFormat, CultureInfo.InvariantCulture), + AccessionNumber = csv[1], + ManagerCik = int.Parse(csv[2], NumberStyles.Integer, CultureInfo.InvariantCulture), + PeriodEnd = DateTime.ParseExact(csv[3], FilingDateFormat, CultureInfo.InvariantCulture), + FormType = csv[4], + AmendmentType = csv[5], + AmendmentNumber = ParseCount(csv[6]), + TitleOfClass = csv[7], + Amount = ParseMeasure(csv[8]), + AmountType = csv[9], + ReportedValue = ParseMeasure(csv[10]), + ValueScale = int.Parse(csv[11], NumberStyles.Integer, CultureInfo.InvariantCulture), + PutCall = ParsePutCall(csv[12]), + InvestmentDiscretion = csv[13], + OtherManager = csv[14], + VotingSole = ParseMeasure(csv[15]), + VotingShared = ParseMeasure(csv[16]), + VotingNone = ParseMeasure(csv[17]), + ConfidentialOmitted = csv[18] == "1", + DateReported = ParseOptionalDate(csv[19]) + }; + + // The point's value is the position in dollars, which is the one measure of a holding + // that is comparable between managers and between securities. + point.Value = point.MarketValue ?? 0m; + return point; + } + + /// Parses one measure column, where an empty field is an absent reading. + internal static decimal? ParseMeasure(string value) + { + return value.IfNotNullOrEmpty(s => decimal.Parse(s, NumberStyles.Any, CultureInfo.InvariantCulture)); + } + + /// Parses one whole number column, where an empty field is an absent reading. + internal static int? ParseCount(string value) + { + return value.IfNotNullOrEmpty(s => int.Parse(s, NumberStyles.Integer, CultureInfo.InvariantCulture)); + } + + /// Parses one date column, where an empty field is an absent reading. + internal static DateTime? ParseOptionalDate(string value) + { + return value.IfNotNullOrEmpty(s => DateTime.ParseExact(s, FilingDateFormat, CultureInfo.InvariantCulture)); + } + + /// Parses the option column, where an empty field means the security itself. + internal static OptionRight? ParsePutCall(string value) + { + return value switch + { + "C" => OptionRight.Call, + "P" => OptionRight.Put, + _ => null + }; + } + + /// Data time zone (Eastern, the SEC filing time zone). + public override DateTimeZone DataTimeZone() => TimeZones.NewYork; + + /// Supported resolutions (Daily only, the quarterly cadence is modeled as Daily). + public override List SupportedResolutions() => DailyResolution; + + /// Default resolution. + public override Resolution DefaultResolution() => Resolution.Daily; + + /// Sparse data: a security is only reported on the days managers file for it. + public override bool IsSparseData() => true; + + /// Linked to Equities, so renames and delistings are applied via map files. + public override bool RequiresMapping() => true; + + /// Creates a copy of the instance. + public override BaseData Clone() + { + return new SEC13FHolding + { + Symbol = Symbol, + Time = Time, + Value = Value, + AccessionNumber = AccessionNumber, + ManagerCik = ManagerCik, + PeriodEnd = PeriodEnd, + FormType = FormType, + AmendmentType = AmendmentType, + AmendmentNumber = AmendmentNumber, + TitleOfClass = TitleOfClass, + Amount = Amount, + AmountType = AmountType, + ReportedValue = ReportedValue, + ValueScale = ValueScale, + PutCall = PutCall, + InvestmentDiscretion = InvestmentDiscretion, + OtherManager = OtherManager, + VotingSole = VotingSole, + VotingShared = VotingShared, + VotingNone = VotingNone, + ConfidentialOmitted = ConfidentialOmitted, + DateReported = DateReported + }; + } + + /// String representation for debugging. + public override string ToString() + { + return Invariant($"{Symbol} - CIK {ManagerCik} for {PeriodEnd:yyyy-MM-dd}: {Amount} {AmountType}, {MarketValue:C0}"); + } + } +} diff --git a/SEC13FHoldings.cs b/SEC13FHoldings.cs new file mode 100644 index 0000000..892fb39 --- /dev/null +++ b/SEC13FHoldings.cs @@ -0,0 +1,98 @@ +/* + * QUANTCONNECT.COM - Democratizing Finance, Empowering Individuals. + * Lean Algorithmic Trading Engine v2.0. Copyright 2014 QuantConnect Corporation. + * + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. +*/ + +using System; +using System.Collections.Generic; +using System.IO; +using System.Linq; +using NodaTime; +using QuantConnect.Data; +using QuantConnect.Data.UniverseSelection; +using QuantConnect.Util; + +namespace QuantConnect.DataSource +{ + /// + /// Every SEC Form 13F position reported for one security on one filing date. A day's point + /// carries one SEC13FHolding per reported line, so a manager that filed for the security that + /// day appears once for each line it reported it on, and a day on which several managers filed + /// carries all of them. + /// + /// The collection carries no totals of its own. How many managers hold the security and how + /// many shares they hold between them are counts over the records, and no 13F filing states + /// either, so they are left to the algorithm. + /// + public class SEC13FHoldings : BaseDataCollection + { + // Nothing may be declared here but the overrides below. LEAN builds the collection itself, + // in BaseDataCollectionAggregatorReader, and sets only its symbol and its timestamps, so a + // measure added to this class would silently stay null for every point ever read. + + private static readonly SEC13FHolding _factory = new(); + + /// + /// Location of the source file. One zip per security holds one entry per filing date, so + /// that the dataset stays at a file per security instead of the eight and a half million a + /// loose file per date would take. LEAN reads the entry straight out of the zip. + /// + public override SubscriptionDataSource GetSource(SubscriptionDataConfig config, DateTime date, bool isLiveMode) + { + return _factory.GetSource(config, date, isLiveMode); + } + + /// + /// Reads one line of the file into one reported position. The engine folds the lines this + /// returns into the collection, grouping them by their end time, and every line of a file + /// carries the same filing date, so one file gives one point. + /// + public override BaseData Reader(SubscriptionDataConfig config, string line, DateTime date, bool isLiveMode) + { + return _factory.Reader(config, line, date, isLiveMode); + } + + /// Creates a copy of the instance. + public override BaseData Clone() + { + return new SEC13FHoldings + { + Symbol = Symbol, + Time = Time, + EndTime = EndTime, + Data = Data?.ToList(point => point.Clone()) + }; + } + + /// Data time zone (Eastern, the SEC filing time zone). + public override DateTimeZone DataTimeZone() => _factory.DataTimeZone(); + + /// Supported resolutions (Daily only, the quarterly cadence is modeled as Daily). + public override List SupportedResolutions() => _factory.SupportedResolutions(); + + /// Default resolution. + public override Resolution DefaultResolution() => _factory.DefaultResolution(); + + /// Sparse data: a security is only reported on the days managers file for it. + public override bool IsSparseData() => _factory.IsSparseData(); + + /// Linked to Equities, so renames and delistings are applied via map files. + public override bool RequiresMapping() => _factory.RequiresMapping(); + + /// String representation for debugging. + public override string ToString() + { + return $"[{string.Join(",", Data.Select(point => point.ToString()))}]"; + } + } +} diff --git a/listing-about-whales.md b/listing-about-whales.md new file mode 100644 index 0000000..e1dbe95 --- /dev/null +++ b/listing-about-whales.md @@ -0,0 +1,235 @@ +## Introduction + +SEC Whales is the ownership side of the SEC's filings: who holds what, reported by the holders +themselves. The US Securities and Exchange Commission requires a large holder to say so, and the +filings that carry those disclosures are published through EDGAR as they are made. This product +collects them, one source at a time, and publishes each filing as it was filed. + +It ships today with Form 13F institutional holdings. Every institutional investment manager +exercising discretion over at least 100 million dollars must file a Form 13F within 45 days of the +end of a calendar quarter, listing the covered securities it holds, from the second quarter of 2013 +to the present. Further ownership filings are added to the product as they are built. + +Nothing is summed, counted or averaged. The holders of a name, the shares institutions hold between +them, quarter over quarter change and concentration are all derivable from a day's records, and no +filing states any of them, so they are left to the algorithm rather than invented here. Counting +distinct filer CIKs across the records is a line of code and is what the demonstration algorithms +do. + +The reporting lag is the product, not an inconvenience to be hidden. A 13F position is typically 45 +to 135 days old by the time it reaches the public record, with late amendments arriving years later, +so a record is stamped with the filing date and carries the quarter it describes in `PeriodEnd`. +Measured across 11,761 filings in one window, the lag from the reported quarter end to the filing +date runs minimum 0 days, p10 16, median 42, p90 48, maximum 6,596, with 10.4 percent of filings +arriving later than the 45 day deadline. Delivering a position on the quarter end it describes would +inject every day of that gap as look-ahead, so LEAN delivers it when the dataset could first publish +it. + +A record's `Time` is its filing date and its `EndTime` is midnight that night. LEAN emits a point at +its end time, so a day's filings all reach the algorithm at 00:00 the following day, after EDGAR has +finished listing that day at about 22:05 ET. History and live carry the same stamp, so a backtest +never reads a filing before it existed. + +An algorithm receives one `SEC13FHoldings` point per security per filing date, holding every +position reported for that security that day. Several managers file on the same day, and a single +manager can report the same security on more than one line when the investment discretion differs, +which the rules allow and Berkshire Hathaway does with Moody's. Those records stay apart, because +folding them together would state a number no filing contains. + +## About the Provider + +The [U.S. Securities and Exchange Commission](https://www.sec.gov) is the federal agency that +regulates the US securities markets. Form 13F is filed through EDGAR, the SEC's electronic filing +system, and the agency's Division of Economic and Risk Analysis republishes those filings as +structured, tab separated data sets in three month batches. The history is built from those data +sets. The daily job reads each day's filings from EDGAR itself, the information tables the data sets +are extracted from, because a batch arrives up to three months after its first filing: compared line +by line, 48 of 48 filings carry the same lines in both, and on six sample days EDGAR's daily index +lists exactly the filings the data set holds. The data is public domain, needs no account and no API +key, and the only access requirement is the descriptive User-Agent header that SEC policy asks of +all automated readers. + +## Getting Started + +```python +self._symbol = self.add_equity("AAPL", Resolution.DAILY).symbol +self._holdings_symbol = self.add_data(SEC13FHoldings, self._symbol).symbol +``` +```csharp +_symbol = AddEquity("AAPL", Resolution.Daily).Symbol; +_holdingsSymbol = AddData(_symbol).Symbol; +``` + +## Data Summary + +The following table describes the dataset properties: + +| Property | Value | +| --- | --- | +| Start Date | May 2013 | +| Asset Coverage | 8,520 US Equities | +| Data Density | Sparse | +| Resolution | Daily\* | +| Timezone | America/New_York | + +\* Positions are reported quarterly, but the managers of one quarter file across roughly fifty +different days and several quarters are live at once, so publication is close to continuous rather +than quarterly. In the week of 3 to 7 August 2026, 1,462 filings carrying positions produced 34,002 +security days across 8,520 securities. + +The history begins on 2013-05-20, the first filing date in the SEC structured data set, whose first +archive covers the second quarter of 2013. Anything earlier exists only as raw filings in the EDGAR +full index and is not part of this dataset. + +Each record in a point carries the following fields, exactly as the manager filed them: + +| Property | Meaning | +| --- | --- | +| `AccessionNumber` | EDGAR accession number of the submission the line was reported on | +| `ManagerCik` | Central Index Key of the filing manager; the names are in managers.csv | +| `PeriodEnd` | End of the quarter the position is reported for, the SEC PERIODOFREPORT | +| `FormType` | 13F-HR for a holdings report, 13F-HR/A for an amendment | +| `AmendmentType` | On an amendment, whether it restates the whole report or only adds holdings | +| `AmendmentNumber` | Sequence number of the amendment, null on an original filing | +| `TitleOfClass` | Class of the security as the manager titled it, such as COM or CL A | +| `Amount` | Size of the position: a share count when `AmountType` is SH, a principal amount when PRN | +| `AmountType` | SH for shares, PRN for a principal amount | +| `ReportedValue` | Market value exactly as the manager stated it, in the unit the filing used | +| `ValueScale` | The power of ten that turns `ReportedValue` into dollars: 3, 0 or -3 | +| `MarketValue` | `ReportedValue` in whole dollars, derived from the two above and never stored | +| `PutCall` | Call or Put when the line is an option on the security, null when it is the security | +| `InvestmentDiscretion` | SOLE, DFND or OTR, as the filing states it | +| `OtherManager` | The other managers sharing the position, as the cover page numbers them | +| `VotingSole` | Shares over which the manager holds sole voting authority | +| `VotingShared` | Shares over which the manager shares voting authority | +| `VotingNone` | Shares over which the manager holds no voting authority | +| `ConfidentialOmitted` | True when the submission withheld other positions under confidential treatment | +| `DateReported` | For a previously confidential filing, the date it was originally made | + +The CUSIP is not published, being licensed. It resolves the security and stops there. + +Option and debt lines are published as what they are rather than folded away. One quarter of the +source carries 61,400 call lines, 57,443 put lines and 15,698 PRN lines, and a share count that +swallowed any of them would misstate the position, so `AmountType` and `PutCall` say what each line +is and the algorithm decides what to count. + +`ConfidentialOmitted` is a point-in-time feature rather than a data quality flag. A manager can ask +the SEC to withhold specific positions temporarily, so a filing marked this way is incomplete by +design and the withheld positions appear in a later filing. + +### The reported value is published as filed + +`ReportedValue` is the number the manager wrote. The SEC asked for thousands of dollars before 2023 +and whole dollars after, and filers on both sides of that change ignore the instruction: in Apple's +December 2019 quarter 85 of 5,365 lines were already in dollars, and scaled as thousands they made +88 percent of the total, an implied 2,577 dollars a share against a 293.65 close. + +`ValueScale` is the one reading in a record the SEC does not publish. It is the power of ten that +turns the reported number into dollars, decided per line from the filing's period and from how the +implied price compares with the security's close on the quarter's last trading day: 3 where the +filing states thousands, 0 where it states dollars, and -3 for a line that overstated its value a +thousandfold, which three SPY lines of the March 2023 quarter did, carrying 16 percent of that +quarter's total with them. + +It is carried beside the reported number rather than multiplied into it, so what the manager filed +stays readable and this one judgement stays separable from it. `MarketValue` applies it. + +### Amendments are published as filed + +An amendment is a record like any other, with its `FormType`, `AmendmentType` and `AmendmentNumber` +saying what it is. It does not replace the filing it restates and nothing is netted against +anything. Deciding that a restatement supersedes an earlier figure is a judgement about the data, +and the filer has already declared which kind of amendment it made, so the algorithm can apply it. +Most amendments restate the whole report, which is what `RESTATEMENT` in `AmendmentType` means; +`NEW HOLDINGS` adds to the original. + +### Coverage is partial by design + +Holdings are keyed by CUSIP in the source and resolved to a LEAN `Symbol` before publication, so no +identifier from the source is shipped. The resolution runs in four steps, each picking up what the +one before it could not reach: + +1. The CUSIP itself, looked up in LEAN's security database. The database repeats some identifiers + across the listings one company has had, such as the old and the new Alcoa, so every row carrying + the CUSIP is tried and the one trading under its own ticker on the filing date is kept. +2. The US ISIN, built arithmetically from the same CUSIP. It reaches issuers whose CUSIP column in + that database is blank. +3. The ticker the SEC's own Form N-PORT filings report for the CUSIP, taken back to a `Symbol` + through the map files. This step needs no security database at all and it is what reaches the + foreign domiciled issuers whose identifier is really a CINS, for which a constructed US ISIN is + wrong by construction. Alphabet is one of them, which is why `GOOGL` appears in the demonstration + algorithms. +4. For an option line, the security the option is written on. A manager reporting options names them + by the option's own CUSIP, which carries the underlying's six character issuer and issue 90 for + calls or 95 for puts and appears in no security database. The position is still published as the + option line it is, with its side in `PutCall`. + +A fund's reported ticker in step 3 is free text, so that step keeps a match only when the reported +prices do not say otherwise. A group is dropped when three or more of its prices are not the +security's own quarter-end close, in dollars or in thousands, which keeps Centerra Gold, Enerflex, +B2Gold and DeFi Technologies, whose Toronto or fund-reported tickers are CG, EFX, BTO and DEFI, off +Carlyle, Equifax, a John Hancock fund and the Hashdex DEFI ETF. A CUSIP whose issue number carries +letters, as a company's debt does, is rejected outright when that issuer already has stock in the +security database: Apple's 3.45% 2045 bond reached AAPL through a fund administrator's reported +ticker and added the bond's principal amount to Apple's share count as ten thousand shares, and a +bond near par against a stock near the same number agrees with a price test by coincidence. The +iBonds ETFs, whose CUSIPs also carry letters, are themselves in the security database and resolve at +step 1 without ever reaching that rule. + +Step 4 is only taken when the issuer has exactly one equity issue in the database. iShares writes +seventy equity issues under 464287 and SPDR eleven under 81369Y, and an option CUSIP there names one +of them without saying which; filing the position under the wrong fund would be worse than not +publishing it. In the week of 3 to 7 August 2026 that step recovered 2,947 of the 6,083 lines +reported on an option CUSIP and left the ambiguous rest out. + +The real limit is step 3's own history: N-PORT begins in late 2019, so a security that stopped +trading before then is not reachable through it at any depth and can only be resolved if the first +two steps already found it. Measured over the whole chain, 97.0 percent of the reported lines in the +week of 3 to 7 August 2026 and 95.0 percent of those in the fourth quarter of 2020 resolved to a +security and were published. The product therefore covers most of the reported positions but not +every reported name, and it says so rather than implying full coverage. + +## Example Applications + +SEC Whales lets you see what large holders actually hold and trade against how crowded a name is. +Examples include the following strategies: + +- Screening for crowding by counting the distinct managers reporting each security, and for + de-crowding by taking the securities whose count fell hardest against the previous quarter. +- Building an ownership change momentum signal from the quarter over quarter move in reported + shares, and going long the names institutions are accumulating. +- Following one manager through `ManagerCik`, reading what a single fund reported quarter after + quarter rather than what the market did in aggregate. +- Screening out thinly followed names, requiring a minimum number of reporting managers before a + security is tradeable. +- Reading the reported put and call lines alongside the share positions to see whether managers are + hedging a name rather than simply owning it. +- Separating sole from defined discretion with `InvestmentDiscretion`, which is the difference + between a manager's own book and the assets it merely directs. + +## Meta + +| Field | Value | +| --- | --- | +| name | SEC Whales | +| url | sec-whales | +| vendorName | U.S. Securities and Exchange Commission | +| website | https://www.sec.gov | +| history | May 2013 | +| reach | 8,520 US Equities | +| shortDescription | Ownership filings from the SEC as their holders filed them, starting with Form 13F institutional holdings | +| priceCTA | Free in Cloud | +| delivery | cloud only | + +Tags: Financial Market Data + +Licensing card: + +```html +

Free access to SEC Whales in QuantConnect Cloud for use in backtesting or live trading.

+
    +
  • Every position reported on Form 13F since 2013, as each manager filed it, across 8,520 US Equities
    • +
  • Manager, reported quarter, share or principal amount, value, option side, discretion and voting authority per position
    • +
  • Curated, clean data
    • +
+``` diff --git a/listing-documentation-whales.md b/listing-documentation-whales.md new file mode 100644 index 0000000..6f7ea5a --- /dev/null +++ b/listing-documentation-whales.md @@ -0,0 +1,258 @@ +## Requesting Data + +SEC Whales carries Form 13F institutional holdings today. To add it to your algorithm, call the +**AddData** method with the `Symbol` of an Equity you already subscribe to. Save a reference to the dataset **Symbol** so you +can access the data later in your algorithm. + +```python +class SEC13FDataAlgorithm(QCAlgorithm): + + def initialize(self) -> None: + # Coverage runs 2013-05-20 to 2026-05-29 + self.set_start_date(2020, 10, 1) + self.set_end_date(2020, 12, 31) + self.set_cash(100000) + + self._symbol = self.add_equity("AAPL", Resolution.DAILY).symbol + self._dataset_symbol = self.add_data(SEC13FHoldings, self._symbol).symbol +``` +```csharp +public class SEC13FDataAlgorithm : QCAlgorithm +{ + private Symbol _symbol, _datasetSymbol; + + public override void Initialize() + { + // Coverage runs 2013-05-20 to 2026-05-29 + SetStartDate(2020, 10, 1); + SetEndDate(2020, 12, 31); + SetCash(100000); + + _symbol = AddEquity("AAPL", Resolution.Daily).Symbol; + _datasetSymbol = AddData(_symbol).Symbol; + } +} +``` + +## Accessing Data + +To get the current Form 13F data, index the current [Slice](https://www.quantconnect.com/docs/v2/writing-algorithms/key-concepts/time-modeling/timeslices) +with the dataset **Symbol**. **Slice** objects deliver unique events to your algorithm as they +happen, but the **Slice** may not contain data for your dataset at every time step. Positions are +reported quarterly, but the managers of one quarter file across roughly fifty different days, so +publication is close to continuous: a widely held name such as AAPL carries filings on 58 of the 66 +weekdays of the fourth quarter of 2020. Check that the **Slice** contains the data you want before +you index it. + +A point is a `SEC13FHoldings` collection holding every position reported for that security on that +filing date, so iterate it rather than reading a single value off it. + +```python +def on_data(self, slice: Slice) -> None: + if self._dataset_symbol in slice: + for holding in slice[self._dataset_symbol]: + self.log(f"CIK {holding.manager_cik}: {holding.amount} {holding.amount_type}") +``` +```csharp +public override void OnData(Slice slice) +{ + if (slice.ContainsKey(_datasetSymbol)) + { + SEC13FHoldings point = slice[_datasetSymbol]; + foreach (SEC13FHolding holding in point) + { + Log($"CIK {holding.ManagerCik}: {holding.Amount} {holding.AmountType}"); + } + } +} +``` + +To iterate through all of the dataset objects in the current **Slice**, call the **Get** method. A +filing deadline puts thousands of securities into the same day, so this is the usual shape when you +subscribe to more than one name. + +```python +def on_data(self, slice: Slice) -> None: + for dataset_symbol, holdings in slice.get(SEC13FHoldings).items(): + for holding in holdings: + self.log(f"{dataset_symbol} {holding.manager_cik}: {holding.amount}") +``` +```csharp +public override void OnData(Slice slice) +{ + foreach (var kvp in slice.Get()) + { + var datasetSymbol = kvp.Key; + foreach (SEC13FHolding holding in kvp.Value) + { + Log($"{datasetSymbol} {holding.ManagerCik}: {holding.Amount}"); + } + } +} +``` + +A point's `Time` is the filing date and its `EndTime` is midnight that night. LEAN emits a point at +its end time, so a day's filings reach your algorithm at 00:00 the following day, after EDGAR has +finished listing that day at about 22:05 ET. History and live carry the same stamp, so a backtest +never reads a filing before it existed. + +The filing date is not the quarter the position describes, and the gap between them cannot be +derived: measured across 11,761 filings in one window it runs minimum 0 days, p10 16, median 42, p90 +48, maximum 6,596, and 10.4 percent of filings arrive later than the 45 day deadline. A point that +arrives today therefore carries positions from a quarter that ended typically 45 to 135 days ago, +with late amendments arriving years later, and one day of filings can carry several different +reported quarters. Read `PeriodEnd` whenever you need the quarter a position describes rather than +the day it arrived. + +### Nothing is aggregated + +The dataset publishes what each manager filed. It states no holder count, no total shares and no +total value, because no 13F filing states any of them. Counting is the algorithm's job and it is a +few lines: + +```python +def on_data(self, slice: Slice) -> None: + for dataset_symbol, holdings in slice.get(SEC13FHoldings).items(): + managers = {holding.manager_cik for holding in holdings + if holding.put_call is None and holding.amount_type == "SH"} + shares = sum(holding.amount or 0 for holding in holdings + if holding.put_call is None and holding.amount_type == "SH") + self.log(f"{dataset_symbol}: {len(managers)} managers filed, {shares} shares") +``` +```csharp +public override void OnData(Slice slice) +{ + foreach (var kvp in slice.Get()) + { + var shareLines = kvp.Value.Cast() + .Where(holding => !holding.PutCall.HasValue && holding.AmountType == "SH") + .ToList(); + var managers = shareLines.Select(holding => holding.ManagerCik).Distinct().Count(); + var shares = shareLines.Sum(holding => holding.Amount.GetValueOrDefault()); + Log($"{kvp.Key}: {managers} managers filed, {shares} shares"); + } +} +``` + +Two things to know when you count. A manager files once per quarter on a day of its own choosing, +so breadth builds up across filing dates rather than appearing on any single one: accumulate across +points instead of reading one day. And a single manager can report the same security on more than +one line when the investment discretion differs, which the rules allow, so records outnumber +managers and counting distinct `ManagerCik` is not the same as counting records. + +Filter on `AmountType` and `PutCall` before you add anything up. A PRN line is a principal amount of +debt, not a share count, and an option line states the shares underlying the contracts rather than a +holding of the security. Adding either into a share total misstates the position. + +### Reading the value + +`ReportedValue` is the number the manager wrote, in whatever unit the filing used, and `ValueScale` +is the power of ten that turns it into dollars: 3 for a filing stating thousands, 0 for one stating +dollars, and -3 for a line that overstated its value a thousandfold. `MarketValue` applies the scale +and is what you want in almost every case. + +```python +value = holding.market_value # dollars +raw = holding.reported_value # as filed, with holding.value_scale beside it +``` +```csharp +var value = holding.MarketValue; // dollars +var raw = holding.ReportedValue; // as filed, with holding.ValueScale beside it +``` + +The collection's own `Value` is zero and carries no meaning: LEAN builds the collection and sets +only its symbol and timestamps, so there is nothing for a single number to be. Read the records. + +### Amendments and confidential filings + +`FormType` is 13F-HR for a holdings report and 13F-HR/A for an amendment, with `AmendmentType` +saying whether the amendment restates the whole report or only adds holdings, and +`AmendmentNumber` its sequence. An amendment is published beside the filing it restates and +replaces nothing, so if your strategy wants a restatement to supersede an earlier figure it has to +apply it. Amendments are rare: 24 of the 1,462 filings carrying positions in the week of 3 August +2026. + +`ConfidentialOmitted` is true when the submission withheld other positions under confidential +treatment. Such a filing is incomplete by design and the withheld positions surface in a later +filing, so treat a flagged record as a floor rather than the full picture. `DateReported` carries +the date a previously confidential filing was originally made, and is null on the roughly 998 +filings in a thousand that were never confidential. + +### Empty values + +A field the filing left empty is null, and null is different from a reported zero: a manager +reporting no shared voting authority files a zero, while one that withheld the figure files nothing. +Guard the arithmetic. + +```python +shares = holding.amount or 0 +``` +```csharp +var shares = holding.Amount.GetValueOrDefault(); +``` + +## Historical Data + +To get historical Form 13F data, call the **History** method with the +dataset **Symbol**. If there is no data in the period you request, the history result is empty. + +```python +# pandas Series, one entry per filing date, each holding the list of that day's positions +history_series = self.history(self._dataset_symbol, timedelta(days=60), Resolution.DAILY) + +# DataFrame, one row per reported position +history_df = self.history(SEC13FHoldings, self._dataset_symbol, timedelta(days=60), Resolution.DAILY, flatten=True) + +# Dataset objects, one per filing date +history_bars = self.history[SEC13FHoldings](self._dataset_symbol, timedelta(days=60), Resolution.DAILY) +``` +```csharp +var history = History(_datasetSymbol, TimeSpan.FromDays(60), Resolution.Daily); +``` + +The three shapes differ more than usual for this dataset, because a point is a collection. + +Without `flatten`, Python gives you a **Series** and not a DataFrame: one entry per filing date, +indexed by symbol and time, each entry holding the list of that day's positions. Reading a column +off it will not work, because it has none. + +With `flatten=True` you get a DataFrame with **one row per reported position**, indexed by time and +symbol, whose columns are the record's fields in lower case: `accessionnumber`, `managercik`, +`periodend`, `formtype`, `amendmenttype`, `amendmentnumber`, `titleofclass`, `amount`, `amounttype`, +`reportedvalue`, `valuescale`, `marketvalue`, `putcall`, `investmentdiscretion`, `othermanager`, +`votingsole`, `votingshared`, `votingnone`, `confidentialomitted`, `datereported`. This is the form +to use for anything cross-sectional. Sixty days of AAPL history is one Series of 39 entries or a +DataFrame of 6,333 rows, which is the difference the flag makes. + +Note that a reported zero occasionally comes back as `NaN` in the flattened frame rather than as +`0`, which is LEAN's pandas conversion rather than a gap in the data. Treat the two alike: + +```python +shares = history_df["votingshared"].fillna(0) +``` + +The typed history and the C# history give you the `SEC13FHoldings` objects themselves, one per +filing date, each carrying its records. That is the form that keeps the day's positions grouped. + +Ask for a time span rather than a bar count. A bar count is read in daily bars and the dataset +publishes on filing dates only, so what comes back depends on how widely the security is held rather +than on the count you asked for. AAPL carries filings on 58 of the 66 weekdays of the fourth quarter +of 2020, while a thinly held name carries them on a handful of days a year. + +For more information about historical data, see [History Requests](https://www.quantconnect.com/docs/v2/writing-algorithms/historical-data/history-requests). + +## Remove Subscriptions + +To remove your subscription to SEC Whales data, call the **RemoveSecurity** +method. + +```python +self.remove_security(self._dataset_symbol) +``` +```csharp +RemoveSecurity(_datasetSymbol); +``` + +If you subscribe to SEC Whales data for assets in a dynamic universe, +remove the dataset subscription when the asset leaves your universe. To view a common design +pattern, see [Track Security Changes](https://www.quantconnect.com/docs/v2/writing-algorithms/algorithm-framework/alpha/key-concepts#05-Track-Security-Changes). diff --git a/output/alternative/sec/13f/aapl.csv b/output/alternative/sec/13f/aapl.csv new file mode 100644 index 0000000..cd4b2b4 --- /dev/null +++ b/output/alternative/sec/13f/aapl.csv @@ -0,0 +1,58 @@ +20201001 +20201002 +20201005 +20201006 +20201007 +20201008 +20201009 +20201013 +20201014 +20201015 +20201016 +20201019 +20201020 +20201021 +20201022 +20201023 +20201026 +20201027 +20201028 +20201029 +20201030 +20201102 +20201103 +20201104 +20201105 +20201106 +20201109 +20201110 +20201112 +20201113 +20201116 +20201117 +20201118 +20201119 +20201120 +20201123 +20201124 +20201125 +20201127 +20201130 +20201201 +20201202 +20201203 +20201204 +20201207 +20201208 +20201209 +20201210 +20201211 +20201214 +20201215 +20201216 +20201218 +20201221 +20201222 +20201223 +20201229 +20201230 diff --git 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Copyright 2014 QuantConnect Corporation. + * + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. +*/ + +using NUnit.Framework; +using ProtoBuf.Meta; +using QuantConnect.Data; +using QuantConnect.DataSource; + +namespace QuantConnect.DataLibrary.Tests +{ + ///

+ /// Registers this repository's data types with protobuf, which is what LEAN's live data + /// distributor does before it serializes a point. + /// + /// It happens here, once, rather than in each round trip test: the model freezes the moment a + /// serializer is generated for , so the first test to serialize anything + /// would leave every later registration throwing. The field numbers are this repository's to + /// choose and have to stay clear of each other and of the ones BaseData gives its own + /// subclasses, which reach 400. + /// + [SetUpFixture] + public class ProtobufSubTypes + { + [OneTimeSetUp] + public void RegisterSubTypes() + { + RuntimeTypeModel.Default[typeof(BaseData)].AddSubType(2000, typeof(SECReport8K)); + RuntimeTypeModel.Default[typeof(BaseData)].AddSubType(2001, typeof(SEC13FHolding)); + + // SEC13FHoldings is deliberately absent. A BaseDataCollection implements + // IEnumerable, and protobuf-net refuses a repeated type as a subclass: + // "Repeated data (a list, collection, etc) has inbuilt behaviour and cannot be used as a + // subclass". Its Data list carries no ProtoMember of its own either, so a round trip of + // the collection would come back empty even if it could be registered. The records + // inside it serialize on their own, which is what 2001 is for. + } + } +} diff --git a/tests/SEC13FPilotTests.cs b/tests/SEC13FPilotTests.cs new file mode 100644 index 0000000..8bde50d --- /dev/null +++ b/tests/SEC13FPilotTests.cs @@ -0,0 +1,247 @@ +/* + * QUANTCONNECT.COM - Democratizing Finance, Empowering Individuals. + * Lean Algorithmic Trading Engine v2.0. Copyright 2014 QuantConnect Corporation. + * + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. +*/ + +using System; +using System.Collections.Generic; +using System.Diagnostics; +using System.IO; +using System.IO.Compression; +using System.Linq; +using NUnit.Framework; +using NUnit.Framework.Legacy; +using QuantConnect.Configuration; +using QuantConnect.DataProcessing; +using QuantConnect.DataSource; + +namespace QuantConnect.DataLibrary.Tests +{ + /// + /// Runs the processor over one window of real SEC tables and reports what it wrote: how many + /// files, how large, how long, and the worst day. This is the pilot the redesign is measured on + /// before any history is generated, so it prints its numbers rather than only asserting on them. + /// + /// Explicit: it needs the SEC's own tables in the folder SEC13F_PILOT_RAW names, which is a + /// directory holding SUBMISSION.tsv, COVERPAGE.tsv, SUMMARYPAGE.tsv and INFOTABLE.tsv, and a + /// LEAN data folder with map files and security-database.csv in SEC13F_PILOT_DATA. + /// + [TestFixture, Explicit("Needs a window of real SEC tables on disk")] + public class SEC13FPilotTests + { + private string _root; + private string _previousDataFolder; + + [SetUp] + public void SetUp() + { + _root = Path.Combine(Path.GetTempPath(), $"sec-13f-pilot-{Guid.NewGuid():N}"); + Directory.CreateDirectory(_root); + _previousDataFolder = Config.Get("data-folder", null); + } + + [TearDown] + public void TearDown() + { + // The data folder is process wide and the resolver caches the one it was built with. + Config.Reset(); + if (_previousDataFolder != null) + { + Config.Set("data-folder", _previousDataFolder); + } + + Globals.Reset(); + } + + [Test] + public void OneWindowIsPublishedAndMeasured() + { + var raw = Environment.GetEnvironmentVariable("SEC13F_PILOT_RAW"); + Assert.IsTrue(Directory.Exists(raw), "set SEC13F_PILOT_RAW to a folder of SEC 13F tables"); + + var data = Environment.GetEnvironmentVariable("SEC13F_PILOT_DATA"); + Assert.IsTrue(Directory.Exists(data), "set SEC13F_PILOT_DATA to a LEAN data folder"); + + Config.Set("data-folder", data); + Globals.Reset(); + + var window = WindowOf(raw); + var name = $"{window.Start:ddMMMyyyy}-{window.End:ddMMMyyyy}_form13f.zip".ToLowerInvariant(); + var archive = new SEC13FDownloader.Archive( + name, $"https://localhost/{name}", window.Start, window.End); + + // The archive is handed over on disk in the cache the downloader reads, so the run needs + // nothing from the network. The path is the one the job hands it, which is the raw + // folder already narrowed to the vendor. + var rawRoot = Path.Combine(_root, "raw", "alternative", SEC13FDownloader.VendorName); + var archives = Path.Combine(rawRoot, SEC13FHolding.ReportFolder, "archives"); + Directory.CreateDirectory(archives); + BuildArchive(raw, Path.Combine(archives, name)); + + // The same two paths the job hands over: the temporary output and the published shelf, + // each already narrowed to the vendor. The downloader adds the dataset folder itself. + var destination = Path.Combine(_root, "out", "alternative", SEC13FDownloader.VendorName); + var processed = Path.Combine(_root, "processed", "alternative", SEC13FDownloader.VendorName); + Directory.CreateDirectory(processed); + + var clock = Stopwatch.StartNew(); + using (var downloader = new SEC13FDownloader(destination, processed, null, rawRoot)) + { + // The N-PORT crosswalk is built from four quarterly archives of about 450 MB each. + // SEC13F_PILOT_CROSSWALK points at one the real run already built, so the pilot uses + // the same map without downloading 1.8 GB or asking EDGAR which quarters exist. + // Without it the run still publishes, with the coverage that the security database + // alone gives, and the difference is reported either way. + downloader.TickerCrosswalk = ReadCrosswalk( + Environment.GetEnvironmentVariable("SEC13F_PILOT_CROSSWALK")); + + downloader.ProcessArchive(archive); + downloader.FlushPendingRows(); + downloader.FinalizeSecurityFiles(); + } + + clock.Stop(); + + var folder = Path.Combine(destination, SEC13FHolding.ReportFolder); + Assert.IsTrue(Directory.Exists(folder), $"nothing was written to {folder}"); + + Report(folder, clock.Elapsed); + + // Kept for the independent check that reads it back against the raw tables. + var keep = Environment.GetEnvironmentVariable("SEC13F_PILOT_OUT"); + if (!string.IsNullOrWhiteSpace(keep)) + { + CopyTree(folder, keep); + TestContext.Out.WriteLine($"output kept in {keep}"); + } + } + + /// + /// Reads a crosswalk the processor cached earlier: a header of the quarters it was built + /// from, then one CUSIP, ticker and observation date per line. An absent path gives an empty + /// map, which is a run on the security database alone. + /// + private static Dictionary ReadCrosswalk(string path) + { + var map = new Dictionary(StringComparer.Ordinal); + if (string.IsNullOrWhiteSpace(path) || !File.Exists(path)) + { + TestContext.Out.WriteLine("crosswalk none, the security database alone"); + return map; + } + + foreach (var line in File.ReadLines(path)) + { + if (line.StartsWith("#", StringComparison.Ordinal)) + { + TestContext.Out.WriteLine($"crosswalk quarters {line.TrimStart('#')}"); + continue; + } + + var fields = line.Split(','); + if (fields.Length == 3 && fields[0].Length == 9) + { + map[fields[0]] = new SEC13FTickerCrosswalk.Entry( + fields[1], DateTime.ParseExact(fields[2], "yyyyMMdd", null)); + } + } + + TestContext.Out.WriteLine($"crosswalk {map.Count} CUSIPs"); + return map; + } + + /// Copies the run's output somewhere it outlives the fixture's temporary folder. + private static void CopyTree(string from, string to) + { + Directory.CreateDirectory(to); + foreach (var file in Directory.GetFiles(from)) + { + File.Copy(file, Path.Combine(to, Path.GetFileName(file)), overwrite: true); + } + } + + /// Writes the tables into one zip, in the shape the processor reads them from. + private static void BuildArchive(string raw, string path) + { + using var zip = ZipFile.Open(path, ZipArchiveMode.Create); + foreach (var table in Directory.GetFiles(raw, "*.tsv")) + { + zip.CreateEntryFromFile(table, Path.GetFileName(table), CompressionLevel.Fastest); + } + } + + /// The filing dates the window covers, read from the submissions themselves. + private static (DateTime Start, DateTime End) WindowOf(string raw) + { + var submissions = Path.Combine(raw, "SUBMISSION.tsv"); + Assert.IsTrue(File.Exists(submissions), $"no SUBMISSION.tsv in {raw}"); + + var lines = File.ReadLines(submissions).ToList(); + var columns = lines[0].Split('\t').Select((column, index) => (column, index)) + .ToDictionary(pair => pair.column, pair => pair.index); + + var dates = lines.Skip(1) + .Where(line => !string.IsNullOrWhiteSpace(line)) + .Select(line => line.Split('\t')[columns["FILING_DATE"]].Trim().Split(' ')[0]) + .Select(date => DateTime.Parse(date)) + .ToList(); + + return (dates.Min(), dates.Max()); + } + + /// Prints what the run wrote, which is what the pilot exists to find out. + private static void Report(string folder, TimeSpan elapsed) + { + var zips = Directory.GetFiles(folder, "*.zip"); + var bytes = zips.Sum(path => new FileInfo(path).Length); + + var days = 0L; + var rows = 0L; + var worstDay = ("", "", 0L); + + foreach (var path in zips) + { + using var zip = ZipFile.OpenRead(path); + foreach (var entry in zip.Entries) + { + days++; + using var reader = new StreamReader(entry.Open()); + var lines = 0L; + while (reader.ReadLine() != null) + { + lines++; + } + + rows += lines; + if (lines > worstDay.Item3) + { + worstDay = (Path.GetFileNameWithoutExtension(path), entry.Name, lines); + } + } + } + + var managers = Path.Combine(folder, "managers.csv"); + + TestContext.Out.WriteLine($"securities {zips.Length}"); + TestContext.Out.WriteLine($"filing dates written {days}"); + TestContext.Out.WriteLine($"reported positions {rows}"); + TestContext.Out.WriteLine($"bytes on disk {bytes:N0} ({bytes / 1024d / 1024d:F1} MB)"); + TestContext.Out.WriteLine($"bytes per position {(rows == 0 ? 0 : bytes / rows)}"); + TestContext.Out.WriteLine($"busiest entry {worstDay.Item1}#{worstDay.Item2} with {worstDay.Item3} positions"); + TestContext.Out.WriteLine($"managers.csv {(File.Exists(managers) ? File.ReadLines(managers).Count() : 0)} names"); + TestContext.Out.WriteLine($"elapsed {elapsed.TotalSeconds:F1}s"); + + Assert.Greater(rows, 0, "the run published no positions"); + } + } +} diff --git a/tests/SEC13FProcessorTests.cs b/tests/SEC13FProcessorTests.cs new file mode 100644 index 0000000..69b5285 --- /dev/null +++ b/tests/SEC13FProcessorTests.cs @@ -0,0 +1,1323 @@ +/* + * QUANTCONNECT.COM - Democratizing Finance, Empowering Individuals. + * Lean Algorithmic Trading Engine v2.0. Copyright 2014 QuantConnect Corporation. + * + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. +*/ + +using System; +using System.Collections.Generic; +using System.IO; +using System.IO.Compression; +using System.Linq; +using System.Net; +using System.Net.Http; +using System.Text; +using NUnit.Framework; +using QuantConnect.Configuration; +using QuantConnect.DataProcessing; +using QuantConnect.DataSource; +using QuantConnect.Securities; + +namespace QuantConnect.DataLibrary.Tests +{ + /// + /// Unit tests for the 13F processor. + /// + /// The data classes had full coverage while the processor, which is where the subtle logic + /// lives, had none. Every case below is a defect that actually reached a run and was caught by + /// hand: a CUSIP left-padded into a different security, a thousand-fold step in the middle of + /// the value history, a file written in quarter order that LEAN then silently truncated, and a + /// universe that either threw away the finished quarter or resurrected a retired one. + /// + [TestFixture] + public class SEC13FProcessorTests + { + /// The filing date the counting tests file on, when the date itself is not the point. + private static readonly DateTime Filed = new(2024, 2, 14); + + private string _root; + private bool _configSeeded; + private string _previousDataFolder; + private string _previousLookupDate; + + [SetUp] + public void SetUp() + { + _root = Path.Combine(Path.GetTempPath(), $"sec-13f-tests-{Guid.NewGuid():N}"); + Directory.CreateDirectory(_root); + } + + [TearDown] + public void TearDown() + { + if (_configSeeded) + { + // The data folder is process wide and the resolver caches the one it was built with, + // so a fixture left behind would be read by whatever runs next. A key that was absent + // goes back to absent: written back as an empty string it left Globals.DataFolder + // empty for every later test in the process. + Config.Reset(); + if (_previousDataFolder != null) + { + Config.Set("data-folder", _previousDataFolder); + } + + if (_previousLookupDate != null) + { + Config.Set("map-file-provider-lookup-date", _previousLookupDate); + } + + Globals.Reset(); + _configSeeded = false; + } + + if (Directory.Exists(_root)) + { + Directory.Delete(_root, true); + } + } + + // ---- CUSIP normalisation -------------------------------------------------------------- + + [TestCase("037833100")] // Apple + [TestCase("464287226")] // iShares Core US Aggregate Bond + [TestCase("72201R205")] + public void ANineCharacterCusipIsLeftAlone(string cusip) + { + // Most reported CUSIPs already carry their check digit and must not be touched at all. + Assert.AreEqual(cusip, SEC13FDownloader.NormalizeCusip(cusip)); + } + + [TestCase("37833100", "037833100")] // Apple, one leading zero eaten + [TestCase("2824100", "002824100")] // Abbott, two eaten + [TestCase("84670702", "084670702")] + public void AShortCusipMissingItsLeadingZerosIsPadded(string reported, string expected) + { + // The full history carries 12,372 short CUSIPs, most of them an identifier a spreadsheet + // somewhere read as a number and stripped the leading zeros off. + Assert.AreEqual(expected, SEC13FDownloader.NormalizeCusip(reported)); + } + + [TestCase("46428722", "464287226")] // iShares Core US Aggregate Bond + [TestCase("72201R20", "72201R205")] + public void AShortCusipMissingItsCheckDigitIsCompletedInstead(string reported, string expected) + { + // The other reason a CUSIP arrives short, and it needs the opposite repair. Left-padding + // "46428722" would have produced 046428722, a perfectly well-formed identifier belonging + // to a different security, so the two cases are told apart by the check digit itself: + // the padded reading is only accepted when it checks out. + Assert.AreEqual(expected, SEC13FDownloader.NormalizeCusip(reported)); + } + + [TestCase("037833100")] // Apple + [TestCase("594918104")] // Microsoft + [TestCase("67066G104")] // NVIDIA, the letter case + [TestCase("464287226")] // iShares Core US Aggregate Bond + [TestCase("002824100")] // Abbott, the leading-zero case + public void TheCheckDigitAgreesWithRealCusips(string cusip) + { + // Everything above rests on the check digit being right, so it is held against real + // published identifiers rather than against itself. + Assert.AreEqual(cusip[8], SEC13FDownloader.ComputeCusipCheckDigit(cusip.Substring(0, 8)), + $"the computed check digit disagrees with the published {cusip}"); + } + + [TestCase("")] + [TestCase("0")] + [TestCase("ABC")] + [TestCase("12345")] + public void JunkTooShortToBeACusipIsRejected(string cusip) + { + // Below six characters there is not enough of an identifier left to repair, and guessing + // one would attribute somebody's positions to whichever security the guess landed on. + Assert.IsNull(SEC13FDownloader.NormalizeCusip(cusip)); + } + + // ---- The constructed US ISIN ---------------------------------------------------------- + + [TestCase("037833100", "US0378331005")] // Apple + [TestCase("02079K305", "US02079K3059")] // Alphabet Class C + public void TheConstructedIsinMatchesTheRealOne(string cusip, string isin) + { + // This is the second step of the identity chain and it is pure arithmetic, so it is + // either exactly right or it silently resolves to nothing. It lifted measured coverage + // from 76.1% to 88.9% of reported value, which is only true while it is exact: both of + // these are checked against the security's real published ISIN. + Assert.AreEqual(isin, SEC13FDownloader.BuildUnitedStatesIsin(cusip)); + } + + // ---- The VALUE unit break at 2023 ------------------------------------------------------ + + [TestCase("2022-11-14", 1000000)] // reported in thousands, scaled up + [TestCase("2022-12-31", 1000000)] // the last day of the old unit + [TestCase("2023-01-01", 1000)] // the first day of the new one, left alone + [TestCase("2023-02-14", 1000)] + public void ValueIsScaledOnlyForFilingsMadeBefore2023(string filingDate, decimal expected) + { + // VALUE changed unit with the 2023 filings: through 2022 it is thousands of dollars, + // from 2023 whole dollars. Measured on the real archives as the median VALUE/SSHPRNAMT + // of share lines, which is a price per share: 0.0460 in NOV-2022 against 39.86 in + // FEB-2023. Left unscaled this puts a 1000x step in the middle of the published history + // and breaks every comparison that crosses it. The cut is on FILING_DATE rather than on + // the reported period, because the rule changed for filings made from January 2023. + var filing = DateTime.Parse(filingDate); + var holdings = ReadInfoTable( + new[] { Line("0000000000-00-000001", "037833100", "1000", "100", "SH") }, + Submission("0000000000-00-000001", filing, new DateTime(2022, 9, 30))); + + Assert.AreEqual(1, holdings.Count); + Assert.AreEqual(expected, holdings.Values.Single().ReportedValue); + } + + [Test] + public void AFilerThatReportedDollarsBefore2023IsNotScaled() + { + // The rule was thousands, but not every filer followed it. In Apple's December 2019 + // quarter 85 of 5,365 lines were already in dollars, and multiplied by a thousand they + // made 88 percent of the total: an implied $2,577 a share against a $293.65 close. Each + // line is held against the quarter-end close, which needs no other filer. + SeedCloses("20220930", ("aapl", 150m)); + var filing = new DateTime(2022, 11, 14); + var quarter = new DateTime(2022, 9, 30); + var holdings = ReadInfoTable( + new[] + { + Line("0000000000-00-000001", "037833100", "15", "100", "SH"), + Line("0000000000-00-000002", "037833100", "15000", "100", "SH") + }, + resolve: true, + Submission("0000000000-00-000001", filing, quarter, cik: 111), + Submission("0000000000-00-000002", filing, quarter, cik: 222)); + + Assert.AreEqual(15000m + 15000m, holdings.Values.Single().ReportedValue, + "the one in thousands is scaled, the one already in dollars is not"); + } + + [Test] + public void AFilerStillReportingThousandsAfter2023IsScaled() + { + // The same break from the other side: 548 of Apple's March 2026 lines were still in + // thousands, which left the published value five percent short. The quarter ends on a + // Sunday, so the close is the Friday's. + SeedCloses("20231229", ("aapl", 150m)); + var filing = new DateTime(2024, 2, 14); + var quarter = new DateTime(2023, 12, 31); + var holdings = ReadInfoTable( + new[] + { + Line("0000000000-00-000001", "037833100", "15000", "100", "SH"), + Line("0000000000-00-000002", "037833100", "15", "100", "SH") + }, + resolve: true, + Submission("0000000000-00-000001", filing, quarter, cik: 111), + Submission("0000000000-00-000002", filing, quarter, cik: 222)); + + Assert.AreEqual(2 * 15000m, holdings.Values.Single().ReportedValue); + } + + [Test] + public void TheUnitIsDecidedWithoutLookingAtAnyOtherFiling() + { + // The unit used to come from the median of every filing in the three month window, so a + // filing made on its first day was corrected with filings made weeks later. Read alone, + // the way the daily job reads a day, the same filing comes out the same. + SeedCloses("20220930", ("aapl", 150m)); + var filing = new DateTime(2022, 10, 3); + var quarter = new DateTime(2022, 9, 30); + + var alone = ReadInfoTable( + new[] { Line("0000000000-00-000001", "037833100", "15000", "100", "SH") }, + resolve: true, + Submission("0000000000-00-000001", filing, quarter, cik: 111)); + + Assert.AreEqual(15000m, alone.Values.Single().ReportedValue, + "a lone filing in dollars before 2023 is not multiplied by the thousands rule"); + } + + [Test] + public void ALineInAnotherUnitThanTheRestOfItsFilingIsCorrectedOnItsOwn() + { + // Some filers mix units inside one filing, so a decision per filing left Apple's June 2020 + // quarter 14 percent high: the filing is in thousands, its Apple line in dollars. Held + // against its own close, the line is measured on its own. + SeedCloses("20200630", ("aapl", 360m), ("msft", 200m), ("nvda", 400m)); + var filing = new DateTime(2020, 8, 14); + var quarter = new DateTime(2020, 6, 30); + + var holdings = ReadInfoTable( + new[] + { + Line("0000000000-00-000099", "037833100", "36000", "100", "SH"), + Line("0000000000-00-000099", "594918104", "20", "100", "SH"), + Line("0000000000-00-000099", "67066G104", "40", "100", "SH") + }, + resolve: true, + Submission("0000000000-00-000099", filing, quarter, cik: 99)); + + Assert.AreEqual(36000m, holdings.Single(pair => pair.Key.Cusip == "037833100").Value.ReportedValue, + "the dollar line is not scaled"); + Assert.AreEqual(20000m, holdings.Single(pair => pair.Key.Cusip == "594918104").Value.ReportedValue, + "and the rest of its filing still is"); + } + + [Test] + public void ALineAThousandTimesTheCloseIsBroughtDown() + { + // Three SPY lines of the March 2023 quarter carried VALUE a thousand times the price, and 16 + // percent of the total with it. It is the VALUE that is off, not the share count: the same + // filers reported the same number of shares the quarter before, as 4,578 of the 4,740 + // comparable lines of that quarter did. + SeedCloses("20230331", ("spy", 409.39m)); + var filing = new DateTime(2023, 5, 15); + var quarter = new DateTime(2023, 3, 31); + + var holdings = ReadInfoTable( + new[] + { + Line("0000000000-00-000001", "78462F103", "40939", "100", "SH"), + Line("0000000000-00-000002", "78462F103", "40939000", "100", "SH") + }, + resolve: true, + Submission("0000000000-00-000001", filing, quarter, cik: 1), + Submission("0000000000-00-000002", filing, quarter, cik: 2)); + + Assert.AreEqual(2 * 40939m, holdings.Values.Single().ReportedValue); + } + + [Test] + public void ARunWithoutTheSecUserAgentKeysFailsBeforeAnyRequest() + { + // The SEC asks automated readers to identify themselves, and the reports dataset reads the + // name and email from these two keys. Without them the run stops instead of calling out + // anonymously. + var previousName = Config.Get("sec-user-agent-company-name", null); + var previousEmail = Config.Get("sec-user-agent-company-email", null); + try + { + Config.Set("sec-user-agent-company-name", string.Empty); + Config.Set("sec-user-agent-company-email", string.Empty); + + using var downloader = Downloader(); + Assert.Throws(() => downloader.Run()); + } + finally + { + // As in TearDown: written back as an empty string, an absent key would stay set. + Config.Reset(); + if (previousName != null) + { + Config.Set("sec-user-agent-company-name", previousName); + } + + if (previousEmail != null) + { + Config.Set("sec-user-agent-company-email", previousEmail); + } + } + } + + [Test] + public void ALineAMillionTimesOffIsLeftToItsFiling() + { + // A price a thousand times below the close in a thousands filing would take a millionfold + // factor. That is a wrong share count, not a unit, and scaling such lines put Apple's + // December 2019 quarter ten percent above its close. + SeedCloses("20191231", ("aapl", 290m)); + var filing = new DateTime(2020, 2, 14); + var quarter = new DateTime(2019, 12, 31); + + var holdings = ReadInfoTable( + new[] + { + Line("0000000000-00-000001", "037833100", "29", "100", "SH"), + Line("0000000000-00-000002", "037833100", "29", "100", "SH"), + Line("0000000000-00-000002", "037833100", "29", "100", "SH"), + Line("0000000000-00-000002", "037833100", "29", "100000", "SH") + }, + resolve: true, + Submission("0000000000-00-000001", filing, quarter, cik: 1), + Submission("0000000000-00-000002", filing, quarter, cik: 2)); + + Assert.AreEqual(4 * 29000m, holdings.Values.Single().ReportedValue, + "the odd line keeps the thousands factor its other lines prove"); + } + + [TestCase(true, 1000, 0, new double[0])] // nothing to compare against: the rule stands + [TestCase(false, 1, 0, new double[0])] + [TestCase(true, 1000, 3, new[] { -3.0, -2.9, -3.1 })] // thousands, as the rule says + [TestCase(true, 1, 4, new[] { 0.0, 0.1, -0.1, -3.0 })] // whole dollars before 2023 + [TestCase(false, 1, 2, new[] { 0.1, -0.1 })] + [TestCase(false, 1000, 3, new[] { -3.0, -2.8, 0.1 })] // still thousands after 2023 + [TestCase(false, 1, 10, new[] { -3.0, -2.9 })] // two of ten priced lines on a step: no evidence + [TestCase(true, 1, 10, new[] { -3.0, -2.9 })] // and before 2023 it is not scaled up either + public void AFilingsUnitComesFromHowItsPricesCompareWithTheClose(bool thousandsRule, + decimal expected, int priced, double[] offsets) + { + Assert.AreEqual(expected, SEC13FDownloader.ValueMultiplier(offsets.ToList(), priced, thousandsRule)); + } + + [Test] + public void AFilingWithTheShareCountTypedAsValueIsNotScaled() + { + // A manager's 9 March 2026 filing carried SSHPRNAMT equal to VALUE on every line, a price of + // exactly $1. Against a close near $1,000 that reads as thousands, so the filing was taken to + // report in thousands and every one of its lines was multiplied: Dow's December 2025 quarter + // went from $12.6 billion to $50.2 billion. Most of its lines sit on no unit step, which is no + // evidence of a unit, and a line that sits on none keeps the rule of its filing date. + SeedCloses("20251231", ("aapl", 250m), ("msft", 480m), ("nvda", 180m), ("spy", 680m)); + var filing = new DateTime(2026, 3, 9); + var quarter = new DateTime(2025, 12, 31); + var holdings = ReadInfoTable( + new[] + { + Line("0000000000-00-000001", "037833100", "1000000", "1000000", "SH"), + Line("0000000000-00-000001", "594918104", "500000", "500000", "SH"), + Line("0000000000-00-000001", "67066G104", "300000", "300000", "SH"), + Line("0000000000-00-000001", "78462F103", "200000", "200000", "SH") + }, + resolve: true, + Submission("0000000000-00-000001", filing, quarter, cik: 1964189)); + + Assert.AreEqual(1000000m, holdings.Single(pair => pair.Key.Cusip == "037833100").Value.ReportedValue); + Assert.AreEqual(300000m, holdings.Single(pair => pair.Key.Cusip == "67066G104").Value.ReportedValue); + + // MSFT at $480 and SPY at $680 put a $1 price on the thousands step by chance. In a filing + // whose lines mostly sit on no step those landings are not evidence either. + Assert.AreEqual(500000m, holdings.Single(pair => pair.Key.Cusip == "594918104").Value.ReportedValue); + Assert.AreEqual(200000m, holdings.Single(pair => pair.Key.Cusip == "78462F103").Value.ReportedValue); + } + + [Test] + public void ADebtLineKeepsItsAmountTypeInsteadOfBeingFoldedAway() + { + // On a PRN line SSHPRNAMT is the principal amount and VALUE what that debt is worth. + // The aggregated model summed the two into separate measures and lost which line each + // came from; the line is now published as filed, with the unit beside the amount, so a + // reader can tell a bond from a share holding. + var holdings = ReadInfoTable( + new[] { Line("0000000000-00-000001", "037833100", "4800000", "5000000", "PRN") }, + Submission("0000000000-00-000001", new DateTime(2024, 2, 14), new DateTime(2023, 12, 31))); + + var line = holdings.Values.Single().Lines.Single(); + Assert.AreEqual(5000000m, line.Amount); + Assert.AreEqual("PRN", line.AmountType); + Assert.AreEqual(4800000m, line.ReportedValue); + } + + // ---- The incremental run has to see the published history --------------------------------- + + [Test] + public void AnIncrementalRunWithNoPublishedHistoryFails() + { + // The destination arrives empty on every deployment, so a processed-data-directory that + // is wrong or unmounted leaves an incremental run with nothing to merge into. Publishing + // the window on its own would republish thirteen years as three months, rebuild every + // universe file from it, and return success: the files come out the right shape, so no + // row count tells the two apart. The guard runs before anything is fetched. + using var downloader = new SEC13FDownloader( + Path.Combine(_root, "out"), Path.Combine(_root, "processed"), new DateTime(2026, 9, 8)); + + Assert.Throws(() => downloader.Run(), + "the run carried on with no history behind it"); + } + + [Test] + public void ARunIntoADestinationAlreadyHoldingFilesFails() + { + // The job hands the destination over empty. Files an earlier run left there would be read + // into the universe and published again, so a run refuses to start on top of them. + var destination = Path.Combine(_root, "out", SEC13FHolding.ReportFolder); + Directory.CreateDirectory(destination); + File.WriteAllText(Path.Combine(destination, "aapl.csv"), "20240214"); + + using var downloader = Downloader(); + + Assert.Throws(() => downloader.RequireEmptyDestination()); + } + + // ---- Publication time and the EDGAR days --------------------------------------------------- + + [Test] + public void TheRebuildHandsOverToEdgarTheDayAfterTheLastDataSet() + { + // The data sets come out in three month batches, so the rebuild reads them as far as they + // reach and EDGAR after that, the way the daily job does. EDGAR can also take over + // earlier, which is how the two sources are compared over a window both carry. + var archives = new List + { + new("01dec2025-28feb2026_form13f.zip", "https://localhost/a.zip", new DateTime(2025, 12, 1), new DateTime(2026, 2, 28)), + new("01mar2026-31may2026_form13f.zip", "https://localhost/b.zip", new DateTime(2026, 3, 1), new DateTime(2026, 5, 31)) + }; + + Assert.AreEqual(new[] { "01dec2025-28feb2026_form13f.zip", "01mar2026-31may2026_form13f.zip" }, + SEC13FDownloader.ArchivesBefore(archives, new DateTime(2026, 6, 1)).Select(archive => archive.Name).ToArray()); + Assert.AreEqual(new[] { "01dec2025-28feb2026_form13f.zip" }, + SEC13FDownloader.ArchivesBefore(archives, new DateTime(2026, 3, 1)).Select(archive => archive.Name).ToArray()); + } + + [Test] + public void EdgarCannotTakeOverInTheMiddleOfADataSet() + { + // The window's filings before the switch would come from the data set and the rest from + // EDGAR only if the archive were cut by date, which it is not: it would be read twice. + var archives = new List + { + new("01mar2026-31may2026_form13f.zip", "https://localhost/b.zip", new DateTime(2026, 3, 1), new DateTime(2026, 5, 31)) + }; + + Assert.Throws(() => SEC13FDownloader.ArchivesBefore(archives, new DateTime(2026, 4, 15))); + } + + [Test] + public void ADailyRunReadsTheWeekdaysNoEarlierRunFoldedIn() + { + // A day already published is never read again, since its filings would be added a second + // time under a later stamp, and a day without an index is tried again by the next run. + // Nor is a day before EDGAR took over from the data sets: the rebuild read those from the + // data set, so they are not in the list, and reading them from EDGAR counted them twice. + var shelf = PublishedShelf(); + File.WriteAllText(Path.Combine(shelf, "edgar-days.txt"), "#from 20260901\n20260903\n20260904\n"); + + using var downloader = new SEC13FDownloader( + Path.Combine(_root, "out"), Path.Combine(_root, "processed"), new DateTime(2026, 9, 9)); + downloader.ReadEdgarState(); + + Assert.AreEqual( + new[] { "20260901", "20260902", "20260907", "20260908", "20260909" }, + downloader.EdgarDaysToRead(new DateTime(2026, 8, 30), new DateTime(2026, 9, 9)) + .Select(day => day.ToString("yyyyMMdd")).ToArray()); + } + + [Test] + public void AnIncrementalRunWithoutTheEdgarStateFails() + { + // Without the list of days already published a run cannot tell a new day from one it + // would add a second time, so it stops instead of guessing. + var shelf = PublishedShelf(); + File.Delete(Path.Combine(shelf, "edgar-days.txt")); + File.WriteAllLines(Path.Combine(shelf, "aapl.csv"), new[] { "20240215" }); + + using var downloader = new SEC13FDownloader( + Path.Combine(_root, "out"), Path.Combine(_root, "processed"), new DateTime(2026, 9, 9)); + + Assert.Throws(() => downloader.RequirePublishedHistoryForIncrementalRun()); + } + + [Test] + public void AMissingDeploymentDateIsAnErrorUnlessTheRebuildIsAskedFor() + { + // An empty date used to mean the full history, which turned a misconfigured nightly job + // into a five gigabyte refetch that exited zero. + var previousDate = Environment.GetEnvironmentVariable("QC_DATAFLEET_DEPLOYMENT_DATE"); + try + { + Environment.SetEnvironmentVariable("QC_DATAFLEET_DEPLOYMENT_DATE", null); + + Config.Set(Program.RebuildHistoryKey, "false"); + Assert.IsFalse(Program.TryParseDeploymentDate(Program.RebuildHistoryKey, out _), "no date and no rebuild asked for"); + + Config.Set(Program.RebuildHistoryKey, "true"); + Assert.IsTrue(Program.TryParseDeploymentDate(Program.RebuildHistoryKey, out var rebuild)); + Assert.IsNull(rebuild, "the rebuild runs over the whole history"); + + Environment.SetEnvironmentVariable("QC_DATAFLEET_DEPLOYMENT_DATE", "20260908"); + Assert.IsTrue(Program.TryParseDeploymentDate(Program.RebuildHistoryKey, out var date)); + Assert.AreEqual(new DateTime(2026, 9, 8), date); + } + finally + { + Environment.SetEnvironmentVariable("QC_DATAFLEET_DEPLOYMENT_DATE", previousDate); + Config.Set(Program.RebuildHistoryKey, "false"); + } + } + + [Test] + public void AnIncrementalRunAcceptsAShelfThatHoldsSecurities() + { + // The same guard from the other side: a published history present is not a failure. Only + // the guard is exercised here, by handing it a deployment date and a shelf and checking + // it does not stop the run before the first archive is fetched. + var processed = PublishedShelf(); + File.WriteAllLines(Path.Combine(processed, "aapl.csv"), new[] { "20240215" }); + + using var downloader = new SEC13FDownloader( + Path.Combine(_root, "out"), Path.Combine(_root, "processed"), new DateTime(2026, 9, 8)); + + Assert.DoesNotThrow(() => downloader.RequirePublishedHistoryForIncrementalRun()); + } + + /// + /// A shelf directory an incremental run accepts. It used to have to carry a filer state as + /// well, because a distinct count of managers cannot be rebuilt from published totals; with + /// the positions published as filed there is no running count to carry, and the EDGAR days + /// are all the run needs to tell a day already published from a new one. + /// + private string PublishedShelf() + { + var shelf = Path.Combine(_root, "processed", SEC13FHolding.ReportFolder); + Directory.CreateDirectory(shelf); + File.WriteAllText(Path.Combine(shelf, "edgar-days.txt"), "#from 20260601\n20260601\n"); + return shelf; + } + + // ---- Delisted securities and the universe's shelf life ---------------------------------- + + /// + /// Points LEAN's data folder at a map file archive holding exactly the rows given per ticker, + /// so a test can shape a listing, a rename or a delisting. See SeedMapFiles for why the data + /// folder and lookup date are pinned. + /// + private void SeedMapFileRows(params (string Ticker, string[] Rows)[] files) + { + var dataFolder = Path.Combine(_root, "data"); + var mapFiles = Path.Combine(dataFolder, "equity", "usa", "map_files"); + Directory.CreateDirectory(mapFiles); + + var lookupDate = new DateTime(2026, 1, 2); + using (var zip = ZipFile.Open( + Path.Combine(mapFiles, $"map_files_{lookupDate:yyyyMMdd}.zip"), ZipArchiveMode.Create)) + { + foreach (var (ticker, rows) in files) + { + using var entry = new StreamWriter(zip.CreateEntry($"{ticker}.csv").Open()); + foreach (var row in rows) + { + entry.WriteLine(row); + } + } + } + + // Null when absent, so the teardown can tell a missing key from an empty one. + if (!_configSeeded) + { + _previousDataFolder = Config.Get("data-folder", null); + _previousLookupDate = Config.Get("map-file-provider-lookup-date", null); + _configSeeded = true; + } + + Config.Set("data-folder", dataFolder); + Config.Set("map-file-provider-lookup-date", $"{lookupDate:yyyyMMdd}"); + Globals.Reset(); + } + + // ---- N-PORT ticker normalisation ---------------------------------------------------------- + + [TestCase("GOOGL US", "GOOGL")] // the Bloomberg style venue suffix + [TestCase("googl", "GOOGL")] + [TestCase("GOOGL", "GOOGL")] + [TestCase(" brk.b ", "BRK.B")] // share classes survive, they are the LEAN spelling + public void ANPortTickerIsNormalisedBeforeItIsVotedOn(string raw, string expected) + { + // IDENTIFIER_TICKER is free text written by fund administrators, so the same security + // arrives as "GOOGL", "GOOGL US" and "goog" across funds. It is normalised and then + // voted on across every fund that reported the security, rather than trusted row by row. + Assert.AreEqual(expected, SEC13FTickerCrosswalk.Normalize(raw)); + } + + [TestCase("N/A")] + [TestCase("")] + [TestCase(" ")] + [TestCase("912828YV6")] // a CUSIP typed into the ticker column + [TestCase("NOTATICKERATALL")] // longer than any US equity ticker + public void ANPortTickerThatIsNotOneIsRejected(string raw) + { + // The crosswalk feeds a map file lookup, and a ticker the map files do not know still + // produces a plausible looking Symbol with no data behind it, so anything that is not + // ticker-shaped is dropped here rather than downstream. + Assert.IsNull(SEC13FTickerCrosswalk.Normalize(raw)); + } + + [Test] + public void ACrosswalkTickerNamesTheSecurityItNamedWhenTheFundsReportedIt() + { + // Facebook's CUSIP reaches the crosswalk as META, the ticker funds report today. Resolved + // at each filing date instead, META named the Roundhill Metaverse ETF from 2021-06-30 to + // 2022-01-28, so seven months of Facebook's holders were published as that ETF's, and + // before it META named nothing at all. + SeedMapFileRows( + ("meta", new[] { "20120518,fb", "20220608,fb", "20501231,meta" }), + ("metv", new[] { "20210630,meta", "20220128,meta", "20501231,metv" })); + + using var downloader = Downloader(); + downloader.TickerCrosswalk = new Dictionary + { + ["30303M102"] = new("META", new DateTime(2026, 1, 1)) + }; + + var security = downloader.ResolveThroughTicker("30303M102"); + + Assert.AreEqual("FB", downloader.ResolveTicker(security, new DateTime(2021, 10, 15))?.ToUpperInvariant(), + "Facebook's filing lands in Facebook's file, not the ETF's"); + Assert.AreEqual("FB", downloader.ResolveTicker(security, new DateTime(2016, 2, 12))?.ToUpperInvariant(), + "and the years before the ETF existed resolve too"); + Assert.AreEqual("META", downloader.ResolveTicker(security, new DateTime(2023, 2, 14))?.ToUpperInvariant()); + } + + [Test] + public void ACrosswalkTickerThatNamedNoUsSecurityWhenObservedResolvesToNothing() + { + // Barrick's CUSIP reached the crosswalk as ABX, its Toronto ticker, in data reported from + // July 2025. No US security traded as ABX then, and the resolver still returned the + // company that took the ticker in December, so its holders would have gone there. + SeedMapFileRows( + ("abx", new[] { "20200914,eres", "20230703,eres", "20251229,abl", "20501231,abx" }), + ("b", new[] { "19980102,abx", "20181231,abx", "20250508,gold", "20501231,b" })); + + using var downloader = Downloader(); + downloader.TickerCrosswalk = new Dictionary + { + ["067901108"] = new("ABX", new DateTime(2025, 7, 1)) + }; + + Assert.IsNull(downloader.ResolveThroughTicker("067901108")); + } + + // ---- security database rows repeated across lineages ---------------------------------------- + + [Test] + public void ACusipOnSeveralDatabaseRowsResolvesToTheRowCarryingTheIsinItBuilds() + { + // The security database repeats Alcoa's CUSIP on the old Alcoa, which trades as Howmet today and + // carries Howmet's ISIN, and on the Alcoa spun off in 2016. LEAN's resolver takes the first row, so + // the new Alcoa's holders went to Howmet's lineage. Both rows trade on the date; the one carrying the + // ISIN the CUSIP builds is the security the CUSIP names. + var oldAlcoa = SecurityIdentifier.GenerateEquity(new DateTime(1998, 1, 2), "AA", Market.USA); + var newAlcoa = SecurityIdentifier.GenerateEquity(new DateTime(2016, 11, 1), "AA", Market.USA); + SeedMapFileRows( + ("hwm", new[] { "19980102,aa", "20161031,aa", "20200331,arnc", "20501231,hwm" }), + ("aa", new[] { "20161101,aa", "20501231,aa" })); + SeedSecurityDatabase( + $"{oldAlcoa},01387210,,,US4432011082,4281", + $"{newAlcoa},01387210,,,US0138721065,1675149"); + + using var downloader = Downloader(); + + Assert.AreEqual(newAlcoa, downloader.ResolveSecurity("013872106", new DateTime(2022, 11, 14))); + } + + [Test] + public void ACusipWhoseFirstDatabaseRowNoLongerTradesResolvesToTheRowThatDoes() + { + // TG Therapeutics' CUSIP and ISIN sit on its current listing and on the one it had as Atlantic + // Technology Ventures, whose map file ends in 2005. The first row names a security with no ticker + // since, so every TG holder was dropped as belonging to a ticker another security owned. + var atlantic = SecurityIdentifier.GenerateEquity(new DateTime(1998, 1, 2), "ATLC", Market.USA); + var tg = SecurityIdentifier.GenerateEquity(new DateTime(2012, 10, 1), "TGTX", Market.USA); + SeedMapFileRows( + ("mhan", new[] { "19980102,atlc", "20040630,atlc", "20051230,mhan" }), + ("tgtx", new[] { "20121001,tgtx", "20501231,tgtx" })); + SeedSecurityDatabase( + $"{atlantic},88322Q10,,,US88322Q1085,", + $"{tg},88322Q10,,,US88322Q1085,1001316"); + + using var downloader = Downloader(); + + Assert.AreEqual(tg, downloader.ResolveSecurity("88322Q108", new DateTime(2025, 2, 14))); + } + + [Test] + public void ACusipWhoseDatabaseRowsAllStoppedTradingFallsThroughToTheCrosswalk() + { + // A row that no longer trades used to end the search: its security was dropped later as the owner + // of no ticker, and the N-PORT crosswalk, which knew the CUSIP, was never asked. + var cusip = "12345678" + SEC13FDownloader.ComputeCusipCheckDigit("12345678"); + var dead = SecurityIdentifier.GenerateEquity(new DateTime(1998, 1, 2), "OLDCO", Market.USA); + var live = SecurityIdentifier.GenerateEquity(new DateTime(2015, 3, 2), "NEWCO", Market.USA); + SeedMapFileRows( + ("oldco", new[] { "19980102,oldco", "20101231,oldco" }), + ("newco", new[] { "20150302,newco", "20501231,newco" })); + SeedSecurityDatabase($"{dead},12345678,,,,"); + + using var downloader = Downloader(); + downloader.TickerCrosswalk = new Dictionary + { + [cusip] = new("NEWCO", new DateTime(2025, 7, 1)) + }; + + Assert.AreEqual(live, downloader.ResolveSecurity(cusip, new DateTime(2025, 11, 14))); + } + + /// + /// Writes the security database the downloader reads at construction into the seeded data folder, + /// rows as the real file has them: SID, CUSIP without its check digit, FIGI, SEDOL, ISIN and CIK. + /// + private void SeedSecurityDatabase(params string[] rows) + { + var folder = Path.Combine(_root, "data", "symbol-properties"); + Directory.CreateDirectory(folder); + File.WriteAllLines(Path.Combine(folder, "security-database.csv"), rows); + } + + // ---- An option is reported under its own CUSIP ------------------------------------------ + + [Test] + public void AnOptionResolvesThroughTheSecurityItIsWrittenOn() + { + // A manager reporting options names them by the option's own CUSIP, which carries the + // underlying's six character issuer and issue 90 for calls or 95 for puts. That CUSIP is + // in no security database, so the whole line used to resolve to nothing and the position + // was dropped: 6,083 reported option lines in the week of 3 August 2026 alone. + var apple = SecurityIdentifier.GenerateEquity(new DateTime(1980, 12, 12), "AAPL", Market.USA); + SeedMapFileRows(("aapl", new[] { "19801212,aapl", "20501231,aapl" })); + SeedSecurityDatabase($"{apple},03783310,BBG000B9XRY4,2046251,US0378331005,320193"); + + using var downloader = Downloader(); + downloader.TickerCrosswalk = new Dictionary(); + var filed = new DateTime(2026, 8, 7); + + Assert.AreEqual(apple, downloader.ResolveSecurity("037833100", filed), "the stock itself still resolves"); + Assert.AreEqual(apple, downloader.ResolveSecurity("037833900", filed), "calls reach Apple"); + Assert.AreEqual(apple, downloader.ResolveSecurity("037833956", filed), "puts reach Apple"); + } + + [Test] + public void AnOptionOnAnIssuerWithSeveralStocksIsNotGuessedAt() + { + // iShares writes seventy equity issues under 464287 and SPDR eleven under 81369Y. An + // option CUSIP there names one of them without saying which, and filing the position + // under the wrong fund would be worse than not publishing it. + SeedMapFileRows( + ("ivv", new[] { "20000519,ivv", "20501231,ivv" }), + ("ijh", new[] { "20000531,ijh", "20501231,ijh" })); + SeedSecurityDatabase( + $"{SecurityIdentifier.GenerateEquity(new DateTime(2000, 5, 19), "IVV", Market.USA)},46428710,,,US4642871010,", + $"{SecurityIdentifier.GenerateEquity(new DateTime(2000, 5, 31), "IJH", Market.USA)},46428712,,,US4642871200,"); + + using var downloader = Downloader(); + downloader.TickerCrosswalk = new Dictionary(); + + Assert.IsNull(downloader.ResolveSecurity("464287902", new DateTime(2026, 8, 7)), + "two stocks under one issuer is not an answer"); + } + + [Test] + public void ACompanysBondNeverBecomesItsStock() + { + // Apple's 3.45% 2045 bond, 037833BA7, reached AAPL through a fund administrator's N-PORT + // ticker and added a constant ten thousand shares to it: the principal amount of the + // bond, on a line the filer had typed SH. Its prices agreed with Apple's close by + // coincidence, a bond near par against a stock near the same number, so the price test + // let it through. The issuer having stock of its own is what settles it instead. + SeedCloses("20260630", ("aapl", 250m)); + SeedSecurityDatabase( + $"{ListedSince1980("AAPL")},03783310,BBG000B9XRY4,2046251,US0378331005,320193"); + + using var downloader = Downloader(); + var apple = ListedSince1980("AAPL"); + var period = new DateTime(2026, 6, 30); + var filed = new DateTime(2026, 8, 7); + + Assert.IsTrue(downloader.IssuerHasStock("037833BA7"), "Apple's issuer has stock in the database"); + Assert.IsFalse( + downloader.KeepsCrosswalkGroup("037833BA7", apple, period, filed, new List { 250.0, 250.1 }), + "the bond is dropped although its prices match Apple's close"); + Assert.IsTrue( + downloader.KeepsCrosswalkGroup("037833100", apple, period, filed, new List { 250.0, 250.1 }), + "the stock itself is unaffected"); + } + + [TestCase("BRK.B", true)] + [TestCase("AAPL", true)] + [TestCase("UA.C ", false)] // the map files carry a trailing space for Under Armour's class C + [TestCase("A/B", false)] + [TestCase("X|Y", false)] + public void OnlyATickerLeanCanAskForBecomesAFile(string ticker, bool expected) + { + // A Symbol cannot hold a space or a '|', so a file named after such a ticker is one LEAN + // never reads, and every row in it failed when the delivery archive was read back. + Assert.AreEqual(expected, SEC13FDownloader.IsFileNameSafe(ticker)); + } + + [Test] + public void ASecurityHasNoTickerBeforeItBeganTrading() + { + // Before its first row a map file answers with its first ticker, so a filing dated + // before the listing would land under a ticker the security did not have yet. + SeedMapFileRows(("late", new[] { "20200914,late", "20501231,late" })); + + using var downloader = Downloader(); + var security = SecurityIdentifier.GenerateEquity(new DateTime(2020, 9, 14), "LATE", Market.USA); + + Assert.IsNull(downloader.ResolveTicker(security, new DateTime(2019, 6, 3)), "not listed yet"); + Assert.AreEqual("LATE", downloader.ResolveTicker(security, new DateTime(2021, 1, 4))?.ToUpperInvariant()); + } + + [Test] + public void TheNewestObservationOfACusipWinsWhateverOrderTheQuartersArrive() + { + // The quarters used to be folded newest first, so a first build kept the oldest ticker + // of a renamed security while a refresh kept the newest. + var older = new[] { KeyValuePair.Create("30303M102", "FB") }; + var newer = new[] { KeyValuePair.Create("30303M102", "META") }; + + var olderFirst = new Dictionary(); + SEC13FTickerCrosswalk.Fold(olderFirst, new DateTime(2022, 4, 1), older); + SEC13FTickerCrosswalk.Fold(olderFirst, new DateTime(2022, 7, 1), newer); + + var newerFirst = new Dictionary(); + SEC13FTickerCrosswalk.Fold(newerFirst, new DateTime(2022, 7, 1), newer); + SEC13FTickerCrosswalk.Fold(newerFirst, new DateTime(2022, 4, 1), older); + + Assert.AreEqual("META", olderFirst["30303M102"].Ticker); + Assert.AreEqual("META", newerFirst["30303M102"].Ticker); + } + + // ---- Crosswalk resolutions are held against the close -------------------------------------- + + [Test] + public void ACrosswalkGroupStaysUnlessItsPricesSayItIsAnotherSecurity() + { + // The crosswalk is a fund administrator's ticker, so a CUSIP can reach the wrong company. + // The group's own prices against the quarter-end close decide, on the day it is read. + SeedCloses("20251231", ("etsy", 120m), ("defi", 129.50m), ("aapl", 250m), ("spy", 24.23m)); + using var downloader = Downloader(); + var period = new DateTime(2025, 12, 31); + var filed = new DateTime(2026, 2, 14); + bool Keeps(string cusip, string ticker, params double[] prices) => + downloader.KeepsCrosswalkGroup(cusip, ListedSince1980(ticker), period, filed, prices.ToList()); + + // Etsy's convertible notes reached Etsy's stock: 171 million of its 298 million shares. + Assert.IsFalse(Keeps("29786AAJ5", "ETSY"), "a note reported as principal carries no price"); + Assert.IsFalse(Keeps("29786AAJ5", "ETSY", 1.02, 0.98), "a note reported as shares trades near par"); + Assert.IsTrue(Keeps("46435GAA0", "SPY", 24.23, 24.20), + "a CUSIP with letters whose issuer has no stock of its own is judged on its prices"); + + // DeFi Technologies at $2 reached the $129.50 Hashdex DEFI ETF through its ticker. + Assert.IsFalse(Keeps("244916102", "DEFI", 2.11, 2.05, 2.11), "three managers at $2 are another company"); + Assert.IsTrue(Keeps("037833100", "AAPL", 25.0), "one manager's odd price is a slip, not another company"); + Assert.IsTrue(Keeps("037833100", "AAPL", 0.25, 0.25, 250.1), "the same prices in thousands match"); + Assert.IsTrue(Keeps("037833100", "AAPL"), "a day of option lines only cannot be checked and stays"); + Assert.IsTrue(Keeps("594918104", "MSFT", 2.0, 2.0, 2.0), "nor can a security the close file does not carry"); + + // Avanos on 5 February 2026: four managers in thousands and four in dollars. Their median + // sat half way between the two units and dropped the group. + Assert.IsTrue(Keeps("037833100", "AAPL", 0.25, 0.25, 0.25, 0.25, 250.0, 250.1, 249.9, 740.8), + "a day that mixes the two units is still the security"); + } + + [Test] + public void ALineThatSitsOnNoUnitStepIsNotScaled() + { + // A price about a hundred times below the close is neither dollars nor thousands: a bond at + // par against its issuer's stock, or another company. Scaling it by the nearest step put + // Seagate's December 2025 quarter at $413 billion. + SeedCloses("20251231", ("aapl", 250m)); + var filing = new DateTime(2026, 2, 14); + var quarter = new DateTime(2025, 12, 31); + var holdings = ReadInfoTable( + new[] + { + Line("0000000000-00-000001", "037833100", "250000", "1000", "SH"), + Line("0000000000-00-000002", "037833100", "2500", "1000", "SH") + }, + resolve: true, + Submission("0000000000-00-000001", filing, quarter, cik: 1), + Submission("0000000000-00-000002", filing, quarter, cik: 2)); + + Assert.AreEqual(250000m + 2500m, holdings.Values.Single().ReportedValue, + "the $2.50 line keeps its filing's dollar factor instead of becoming $2.5 million"); + } + + [Test] + public void ABrokenFilingIsNeverScaledUp() + { + // Every line reads $1,000 a share, since SSHPRNAMT carries VALUE in thousands. Two of the + // four prices land on a unit step by chance, not most, so the filing shows no unit. Before + // 2023 the rule multiplied it by a thousand, and one such manager put Alphabet's September + // 2020 quarter 9.5 percent above its close. + SeedCloses("20200930", ("aapl", 100m), ("msft", 200m), ("nvda", 500m), ("spy", 330m)); + var holdings = ReadInfoTable( + new[] + { + Line("0000000000-00-000001", "037833100", "1000000", "1000", "SH"), + Line("0000000000-00-000001", "594918104", "1000000", "1000", "SH"), + Line("0000000000-00-000001", "67066G104", "1000000", "1000", "SH"), + Line("0000000000-00-000001", "78462F103", "1000000", "1000", "SH") + }, + resolve: true, + Submission("0000000000-00-000001", new DateTime(2020, 11, 6), new DateTime(2020, 9, 30), cik: 1)); + + Assert.AreEqual(4, holdings.Count); + Assert.IsTrue(holdings.Values.All(holding => holding.ReportedValue == 1000000m), + string.Join(", ", holdings.Values.Select(holding => holding.ReportedValue))); + } + + [TestCase("20200814", "20200630", "20200630", "250000", "2500", 752500)] // dollars before 2023: the rule made the $2.50 line $2,500 + [TestCase("20230214", "20221231", "20221230", "250", "25", 750025)] // thousands in 2023: the filing's unit made it 1,000 times larger + public void ALineOnNoStepIsNeverScaledPastItsFilingOrItsDate(string filed, string quarter, string closeDay, + string onStep, string offStep, decimal expected) + { + // Three lines prove the filing's unit and a fourth sits on no step. It cannot be checked, so + // it takes the smaller of the filing's unit and the rule of the filing date: either one alone + // inflated one era by hundreds of billions. + SeedCloses(closeDay, ("aapl", 250m)); + var holdings = ReadInfoTable( + new[] + { + Line("0000000000-00-000001", "037833100", onStep, "1000", "SH"), + Line("0000000000-00-000001", "037833100", onStep, "1000", "SH"), + Line("0000000000-00-000001", "037833100", onStep, "1000", "SH"), + Line("0000000000-00-000001", "037833100", offStep, "1000", "SH") + }, + resolve: true, + Submission("0000000000-00-000001", Time.ParseDate(filed), Time.ParseDate(quarter), cik: 1)); + + Assert.AreEqual(expected, holdings.Values.Single().ReportedValue); + } + + [TestCase(0.0, 0)] + [TestCase(-3.0, -1)] + [TestCase(3.1, 1)] + [TestCase(-2.9, -1)] + public void AnOffsetNearAThousandfoldStepIsAUnit(double offset, int step) + { + Assert.AreEqual(step, SEC13FDownloader.UnitStep(offset)); + } + + [TestCase(-1.5)] // half way between dollars and thousands + [TestCase(-2.0)] // a hundred times below: a bond at par against a stock + [TestCase(1.79)] + [TestCase(-6.0)] // a millionfold step is a share count slip, not a unit + public void AnOffsetOnNoStepIsNoUnit(double offset) + { + Assert.IsNull(SEC13FDownloader.UnitStep(offset)); + } + + [Test] + public void TheCloseIsNeverReadAfterTheFilingDate() + { + // A period typed ahead of its filing date would otherwise read a price nobody had when + // the filing was made. The quarter ends on a Tuesday; filed the Sunday before, the + // Friday's close is the newest one there was. + SeedCloses("20260327", ("aapl", 250m)); + var coarse = Path.Combine(_root, "data", "equity", "usa", "fundamental", "coarse"); + File.WriteAllText(Path.Combine(coarse, "20260331.csv"), $"{ListedSince1980("AAPL")},AAPL,999,1,1,True,1,1\n"); + var prices = new SEC13FClosePrices(coarse); + + Assert.AreEqual(250m, prices.Close(ListedSince1980("AAPL"), new DateTime(2026, 3, 31), new DateTime(2026, 3, 29))); + Assert.AreEqual(999m, prices.Close(ListedSince1980("AAPL"), new DateTime(2026, 3, 31), new DateTime(2026, 4, 2))); + } + + // ---- Reading a day from EDGAR --------------------------------------------------------------- + + [Test] + public void TheDailyIndexYieldsTheHoldingsReportsAndTheirAmendmentsOnly() + { + // Notices carry no information table and the data sets' reader skips them too. + var index = string.Join("\n", + "Form Type Company Name CIK Date Filed File Name", + "---------------------------------------------------------", + "10-K SOMETHING ELSE INC 1111111 20260814 edgar/data/1111111/0001111111-26-000001.txt", + "13F-HR &PARTNERS 107136 20260814 edgar/data/107136/0001214659-26-010148.txt", + "13F-HR/A FUND 1 ADVISERS LLC 2222222 20260814 edgar/data/2222222/0002222222-26-000003.txt", + "13F-NT NOTICE FILER LP 3333333 20260814 edgar/data/3333333/0003333333-26-000004.txt"); + + var entries = SEC13FEdgarDay.ParseIndex(index); + + Assert.AreEqual(new[] { "0001214659-26-010148", "0002222222-26-000003" }, + entries.Select(entry => entry.Accession).ToArray()); + Assert.AreEqual(new[] { "13F-HR", "13F-HR/A" }, entries.Select(entry => entry.FormType).ToArray()); + Assert.AreEqual(new[] { 107136, 2222222 }, entries.Select(entry => entry.Cik).ToArray()); + Assert.AreEqual(new DateTime(2026, 8, 14), entries[0].Filed); + } + + [Test] + public void AFilingIsReadFromItsSubmissionFile() + { + // The period and the confidential flag come from the primary document, the lines from the + // information table, whatever namespace the filer's software wrote. + var filing = SEC13FEdgarDay.ParseFiling(SampleEntry(), SampleSubmission()); + + Assert.AreEqual("0001214659-26-010148", filing.Accession); + Assert.AreEqual(new DateTime(2026, 6, 30), filing.Period); + Assert.IsTrue(filing.ConfidentialOmitted); + Assert.AreEqual(2, filing.Lines.Count); + Assert.AreEqual(new[] { "88025U109", "274974", "7172", "SH", null, "7172", "0" }, filing.Lines[0]); + Assert.AreEqual("Put", filing.Lines[1][4]); + } + + [Test] + public void ADaysArchiveCarriesTheTablesTheProcessorReads() + { + // The day is written in the data sets' own layout so the rest of the processor reads it + // like a window, which is what makes EDGAR and the data sets give the same rows. + var filing = SEC13FEdgarDay.ParseFiling(SampleEntry(), SampleSubmission()); + + using var buffer = new MemoryStream(); + SEC13FEdgarDay.WriteArchive(buffer, new[] { filing }); + buffer.Position = 0; + using var zip = new ZipArchive(buffer, ZipArchiveMode.Read); + + var submission = SEC13FFiles.ReadTable(zip, "edgar", "SUBMISSION.tsv", false, + "ACCESSION_NUMBER", "FILING_DATE", "SUBMISSIONTYPE", "CIK", "PERIODOFREPORT").Single(); + Assert.AreEqual("2026-08-14", submission.Fields[submission.Columns["FILING_DATE"]]); + Assert.AreEqual("2026-06-30", submission.Fields[submission.Columns["PERIODOFREPORT"]]); + + var summary = SEC13FFiles.ReadTable(zip, "edgar", "SUMMARYPAGE.tsv", false, + "ACCESSION_NUMBER", "ISCONFIDENTIALOMITTED").Single(); + Assert.AreEqual("Y", summary.Fields[summary.Columns["ISCONFIDENTIALOMITTED"]]); + + var lines = SEC13FFiles.ReadTable(zip, "edgar", "INFOTABLE.tsv", false, + "ACCESSION_NUMBER", "CUSIP", "VALUE", "SSHPRNAMT", "SSHPRNAMTTYPE", "PUTCALL", + "VOTING_AUTH_SOLE", "VOTING_AUTH_SHARED").ToList(); + Assert.AreEqual(2, lines.Count); + Assert.AreEqual("037833100", lines[1].Fields[lines[1].Columns["CUSIP"]]); + Assert.AreEqual("Put", lines[1].Fields[lines[1].Columns["PUTCALL"]]); + } + + [Test] + public void AnEdgarDayIsPublishedOnlyWhenItsQuarterListsItsIndex() + { + // EDGAR answers 403 both for an index that does not exist and for a reader it has blocked, + // so whether a day is out comes from its listings. A folder EDGAR has not created yet + // answers 403 too, so it is looked up in its parent first: requesting any folder missing + // from this map throws, and fails the test. + const string root = "https://www.sec.gov/Archives/edgar/daily-index/"; + var listings = new Dictionary> + { + [root] = new HashSet { "2025", "2026" }, + [root + "2026/"] = new HashSet { "QTR1", "QTR2", "QTR3" }, + [root + "2026/QTR3/"] = new HashSet { "form.20260904.idx", "form.20260908.idx" } + }; + + Assert.IsTrue(SECEdgarIndex.IsIndexPublished(new DateTime(2026, 9, 8), url => listings[url])); + Assert.IsFalse(SECEdgarIndex.IsIndexPublished(new DateTime(2026, 9, 7), url => listings[url]), "Labor Day"); + Assert.IsFalse(SECEdgarIndex.IsIndexPublished(new DateTime(2026, 10, 1), url => listings[url]), "a new quarter"); + Assert.IsFalse(SECEdgarIndex.IsIndexPublished(new DateTime(2027, 1, 4), url => listings[url]), "a new year"); + } + + [Test] + public void AnEdgarBlockFailsTheDayInsteadOfSkippingIt() + { + // Taken for "no index", a blocked day was never recorded and fell out of reach of the + // daily run's lookback, so the rebuild lost it for good. + HttpRequestException Blocked() => new("Forbidden", null, HttpStatusCode.Forbidden); + + Assert.Throws(() => SEC13FEdgarDay.Build(new DateTime(2026, 9, 8), _root, + _ => throw Blocked(), _ => throw Blocked())); + } + + [TestCase(HttpStatusCode.NotFound, true)] + [TestCase(HttpStatusCode.ServiceUnavailable, true)] + [TestCase(HttpStatusCode.TooManyRequests, true)] + [TestCase(HttpStatusCode.Forbidden, false)] + public void OnlyABlockIsNotAskedAgain(HttpStatusCode status, bool retried) + { + // Every file requested is one the SEC lists, so a 404 is a hiccup worth asking again: a + // filing in the 24 July 2026 index answered 404 during a rebuild and 200 afterwards. + Assert.AreEqual(retried, SECEdgarClient.IsWorthRetrying(new HttpRequestException("", null, status))); + } + + [Test] + public void AnEdgarListingYieldsItsNames() + { + const string listing = @"{""directory"":{""item"":[{""last-modified"":""09\/08\/2026 10:02:29 PM""," + + @"""name"":""form.20260908.idx"",""type"":""file"",""href"":""form.20260908.idx"",""size"":""782 KB""}]," + + @"""name"":""daily-index\/2026\/QTR3\/"",""parent-dir"":""..\/""}}"; + + Assert.AreEqual(new[] { "form.20260908.idx" }, SECEdgarIndex.ListingNames(listing).ToArray()); + Assert.Throws(() => SECEdgarIndex.ListingNames("{}")); + } + + private static SECEdgarIndex.Entry SampleEntry() + { + return new SECEdgarIndex.Entry("13F-HR", 107136, new DateTime(2026, 8, 14), + "edgar/data/107136/0001214659-26-010148.txt"); + } + + /// A full submission file cut down to the two documents the reader uses. + private static string SampleSubmission() + { + return string.Join("\n", + "0001214659-26-010148.txt : 20260814", + "", + "13F-HR", + "", + "", + "", + "" + + "13F-HR06-30-2026" + + "true" + + "", + "", + "", + "", + "", + "INFORMATION TABLE", + "", + "", + "" + + "88025U109274974" + + "7172SH" + + "717200" + + "" + + "0378331001000" + + "50SH" + + "Put050" + + "0", + "", + "", + "", + ""); + } + + // ---- Fixtures ----------------------------------------------------------------------------- + + + /// One INFOTABLE.tsv line, in the column order the header below declares. + private static string Line(string accession, string cusip, string value, string amount, string shareType, + string putCall = "", string votingSole = "0", string votingShared = "0", + string titleOfClass = "COM", string discretion = "SOLE", string otherManager = "", + string votingNone = "0") + { + return string.Join('\t', accession, cusip, titleOfClass, value, amount, shareType, putCall, + discretion, otherManager, votingSole, votingShared, votingNone); + } + + /// One SUBMISSION row, keyed by its accession number the way the processor keys it. + private static KeyValuePair Submission(string accession, + DateTime filingDate, DateTime period, int cik = 1, bool isAmendment = false) + { + return new KeyValuePair(accession, + new SEC13FDownloader.Submission + { + Cik = cik, + FilingDate = filingDate, + Period = period, + IsAmendment = isAmendment + }); + } + + /// + /// Runs the real INFOTABLE reader over an in-memory archive. The unit break and the amendment + /// rule live inside that loop, so a test that rebuilt them here would only be asserting + /// itself; this drives the shipped code over the table shape the SEC publishes. + /// + private Dictionary ReadInfoTable( + string[] lines, params KeyValuePair[] submissions) + { + return ReadInfoTable(lines, false, submissions); + } + + /// + /// The same reader, with the four CUSIPs the unit tests use resolvable through the crosswalk + /// when is set, so their lines are held against the closes + /// SeedCloses wrote. Unset, no CUSIP resolves and every line falls back to its filing's rule. + /// + private Dictionary ReadInfoTable( + string[] lines, bool resolve, params KeyValuePair[] submissions) + { + var text = new StringBuilder() + .AppendLine(string.Join('\t', "ACCESSION_NUMBER", "CUSIP", "TITLEOFCLASS", "VALUE", + "SSHPRNAMT", "SSHPRNAMTTYPE", "PUTCALL", "INVESTMENTDISCRETION", "OTHERMANAGER", + "VOTING_AUTH_SOLE", "VOTING_AUTH_SHARED", "VOTING_AUTH_NONE")); + + foreach (var line in lines) + { + text.AppendLine(line); + } + + using var buffer = new MemoryStream(); + using (var writing = new ZipArchive(buffer, ZipArchiveMode.Create, true)) + using (var entry = new StreamWriter(writing.CreateEntry("INFOTABLE.tsv").Open())) + { + entry.Write(text.ToString()); + } + + buffer.Position = 0; + using var archive = new ZipArchive(buffer, ZipArchiveMode.Read); + using var downloader = Downloader(); + downloader.TickerCrosswalk = resolve + ? UnitTestCrosswalk() + : new Dictionary(); + + return downloader.ReadInfoTable( + archive, + new SEC13FDownloader.Archive("2024q1_form13f.zip", "https://localhost/2024q1_form13f.zip", + new DateTime(2024, 1, 1), new DateTime(2024, 3, 31)), + submissions.ToDictionary(pair => pair.Key, pair => pair.Value, StringComparer.Ordinal)); + } + + /// The CUSIPs the unit tests name, to the tickers SeedCloses lists. + private static Dictionary UnitTestCrosswalk() + { + var observed = new DateTime(2026, 1, 1); + return new Dictionary + { + ["037833100"] = new("AAPL", observed), + ["594918104"] = new("MSFT", observed), + ["67066G104"] = new("NVDA", observed), + ["78462F103"] = new("SPY", observed) + }; + } + + /// + /// Writes one trading day's coarse file with these closes, and map files listing the tickers + /// over every date used, so a crosswalk CUSIP resolves to the identifier the file is keyed by. + /// + private void SeedCloses(string day, params (string Ticker, decimal Close)[] closes) + { + SeedMapFiles("aapl", "msft", "nvda", "spy", "defi", "etsy"); + + var coarse = Path.Combine(_root, "data", "equity", "usa", "fundamental", "coarse"); + Directory.CreateDirectory(coarse); + File.WriteAllLines(Path.Combine(coarse, $"{day}.csv"), closes.Select(pair => + $"{ListedSince1980(pair.Ticker)},{pair.Ticker.ToUpperInvariant()}," + + $"{pair.Close.ToString(System.Globalization.CultureInfo.InvariantCulture)},100,1000,True,1,1")); + } + + /// The identifier SeedMapFiles gives a ticker: listed on its first row, 1980-12-12. + private static SecurityIdentifier ListedSince1980(string ticker) + { + return SecurityIdentifier.GenerateEquity(new DateTime(1980, 12, 12), ticker.ToUpperInvariant(), Market.USA); + } + + + /// + /// The quarters one universe line carries: the identifier and the ticker, then how many + /// quarters follow and that many groups, each of them starting with its reported quarter. + /// The group width is read from the line rather than assumed, the way the data type reads it. + /// + private static IEnumerable QuartersOf(string line) + { + const int identifierColumns = 3; + var csv = line.Split(','); + var quarters = int.Parse(csv[2], System.Globalization.CultureInfo.InvariantCulture); + var width = (csv.Length - identifierColumns) / quarters; + + return Enumerable.Range(0, quarters).Select(quarter => csv[identifierColumns + quarter * width]); + } + + /// + /// Points LEAN's data folder at a map file archive this test wrote, holding one row per + /// ticker that spans every date used here. + /// + /// The universe build turns each ticker into a SecurityIdentifier point in time, and + /// LocalZipMapFileProvider throws outright when it finds no archive at all, so without this + /// the test could only be skipped on a machine with no LEAN data checkout, which is most of + /// them. The lookup date is pinned rather than left to walk back from yesterday, so the + /// fixture does not expire. + /// + private void SeedMapFiles(params string[] tickers) + { + SeedMapFileRows(tickers + .Select(ticker => (ticker, new[] { $"19801212,{ticker}", $"20501231,{ticker}" })) + .ToArray()); + } + + /// A downloader writing into this test's own temporary directories. + private SEC13FDownloader Downloader() + { + return new SEC13FDownloader(Path.Combine(_root, "out"), Path.Combine(_root, "processed"), null); + } + } +} diff --git a/tests/SEC13FTests.cs b/tests/SEC13FTests.cs new file mode 100644 index 0000000..9b4d7ec --- /dev/null +++ b/tests/SEC13FTests.cs @@ -0,0 +1,459 @@ +/* + * QUANTCONNECT.COM - Democratizing Finance, Empowering Individuals. + * Lean Algorithmic Trading Engine v2.0. Copyright 2014 QuantConnect Corporation. + * + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. +*/ + +using System; +using System.Collections.Generic; +using System.IO; +using System.Linq; +using System.Reflection; +using Newtonsoft.Json; +using NUnit.Framework; +using NUnit.Framework.Legacy; +using ProtoBuf; +using QuantConnect.Data; +using QuantConnect.Data.UniverseSelection; +using QuantConnect.DataSource; +using QuantConnect.Python; + +namespace QuantConnect.DataLibrary.Tests +{ + /// + /// Unit tests for and . Every case + /// parses an in-line sample line, so the fixture needs no data on disk and is safe to run in CI. + /// The one test that touches the processed output is skipped when that folder is not there yet. + /// + [TestFixture] + public class SEC13FTests + { + // Frozen line layout, twenty columns: + // FilingDate,Accession,ManagerCik,PeriodEnd,FormType,AmendmentType,AmendmentNumber, + // TitleOfClass,Amount,AmountType,ReportedValue,ValueScale,PutCall,Discretion, + // OtherManager,VotingSole,VotingShared,VotingNone,ConfidentialOmitted,DateReported + private const string FullLine = + "20260814,0001067983-26-000012,1067983,20260630,13F-HR,,,COM,80664820,SH," + + "23341172315,0,,SOLE,,80664820,0,0,0,"; + + // The same position with every optional column withheld, which must give nulls and empties + // rather than zeros and defaults. + private const string EmptyValuesLine = + "20260814,0001067983-26-000012,1067983,20260630,13F-HR,,,,,,,0,,,,,,,0,"; + + private static SubscriptionDataConfig Config(string ticker = "AAPL") + { + return new SubscriptionDataConfig( + typeof(SEC13FHoldings), + Symbol.Create(ticker, SecurityType.Base, Market.USA), + Resolution.Daily, + TimeZones.NewYork, + TimeZones.NewYork, + false, false, false); + } + + /// Reads one line through the factory, the way the folding reader does. + private static SEC13FHolding Read(string line, string ticker = "AAPL") + { + return new SEC13FHolding().Reader(Config(ticker), line, DateTime.UtcNow, false) as SEC13FHolding; + } + + /// Builds the collection LEAN would fold a file's lines into. + private static SEC13FHoldings Fold(params string[] lines) + { + var records = lines.Select(line => Read(line)).Where(record => record != null).ToList(); + return new SEC13FHoldings + { + Symbol = Config().Symbol, + Time = records[0].Time, + EndTime = records[0].EndTime, + Data = records.Cast().ToList() + }; + } + + [Test] + public void ReaderParsesEveryColumn() + { + var holding = Read(FullLine); + + Assert.AreEqual(new DateTime(2026, 8, 14), holding.Time); + Assert.AreEqual("0001067983-26-000012", holding.AccessionNumber); + Assert.AreEqual(1067983, holding.ManagerCik); + Assert.AreEqual(new DateTime(2026, 6, 30), holding.PeriodEnd); + Assert.AreEqual("13F-HR", holding.FormType); + Assert.AreEqual("", holding.AmendmentType); + Assert.IsNull(holding.AmendmentNumber); + Assert.AreEqual("COM", holding.TitleOfClass); + Assert.AreEqual(80664820m, holding.Amount); + Assert.AreEqual("SH", holding.AmountType); + Assert.AreEqual(23341172315m, holding.ReportedValue); + Assert.AreEqual(0, holding.ValueScale); + Assert.IsNull(holding.PutCall); + Assert.AreEqual("SOLE", holding.InvestmentDiscretion); + Assert.AreEqual("", holding.OtherManager); + Assert.AreEqual(80664820m, holding.VotingSole); + Assert.AreEqual(0m, holding.VotingShared); + Assert.AreEqual(0m, holding.VotingNone); + Assert.IsFalse(holding.ConfidentialOmitted); + Assert.IsNull(holding.DateReported); + } + + [Test] + public void ThePointCoversItsFilingDateAndIsEmittedWhenThatDayEnds() + { + // LEAN emits a point at its end time, not at its time, so this pair is what decides when + // an algorithm sees a filing: a filing made on the 14th reaches it at 00:00 on the 15th, + // after EDGAR has finished listing the 14th at about 22:05 ET. Reading the end time as + // anything but the moment of delivery is the mistake this test exists to prevent. + var holding = Read(FullLine); + + Assert.AreEqual(new DateTime(2026, 8, 14), holding.Time, "covers its filing date"); + Assert.AreEqual(new DateTime(2026, 8, 15), holding.EndTime, "delivered when that day ends"); + Assert.AreEqual(TimeSpan.FromDays(1), holding.EndTime - holding.Time, + "a whole day of filings arrives at once, never partway through the day itself"); + } + + [Test] + public void PeriodEndIsUnrelatedToTheFilingDate() + { + // A quarter is reported up to 45 days after it ends, and an amendment can restate one + // years later, so the reported quarter is carried and never derived from the timestamp. + var holding = Read(FullLine); + + Assert.AreEqual(new DateTime(2026, 6, 30), holding.PeriodEnd); + Assert.Greater(holding.Time, holding.PeriodEnd); + } + + [TestCase("20130101", "20130101")] + [TestCase("20260630", "20130101")] + public void AnyFilingLagIsLegitimateData(string filingDate, string periodEnd) + { + // A filing made the day its quarter ended and one made thirteen years late are both + // real: neither is treated as an error. + var line = FullLine.Replace("20260630", periodEnd).Replace("20260814", filingDate); + var holding = Read(line); + + Assert.AreEqual(DateTime.ParseExact(filingDate, "yyyyMMdd", null), holding.Time); + Assert.AreEqual(DateTime.ParseExact(periodEnd, "yyyyMMdd", null), holding.PeriodEnd); + } + + [Test] + public void EmptyNumericColumnsBecomeNullNotZero() + { + // A withheld reading and a reported zero are different facts and stay distinguishable. + var holding = Read(EmptyValuesLine); + + Assert.IsNull(holding.Amount); + Assert.IsNull(holding.ReportedValue); + Assert.IsNull(holding.VotingSole); + Assert.IsNull(holding.VotingShared); + Assert.IsNull(holding.VotingNone); + Assert.IsNull(holding.MarketValue); + } + + [Test] + public void ReportedValueIsLeftAsFiledAndMarketValueAppliesTheScale() + { + // The SEC asked for thousands before 2023 and whole dollars after, and filers on both + // sides ignore the instruction, so the number is published as filed with the scale + // beside it rather than multiplied into it. + var inThousands = Read(FullLine.Replace("23341172315,0,", "23341172,3,")); + + Assert.AreEqual(23341172m, inThousands.ReportedValue); + Assert.AreEqual(3, inThousands.ValueScale); + Assert.AreEqual(23341172000m, inThousands.MarketValue); + Assert.AreEqual(23341172000m, inThousands.Value); + } + + [Test] + public void AValueOverstatedAThousandfoldIsBroughtBackDown() + { + // The scale runs both ways. Three SPY lines of the March 2023 quarter carried a value a + // thousand times the price, and a flag that only said "in thousands" would have had + // nowhere to put them, leaving them wrong by six orders of magnitude. + var overstated = Read(FullLine.Replace("23341172315,0,", "23341172315,-3,")); + + Assert.AreEqual(23341172315m, overstated.ReportedValue); + Assert.AreEqual(-3, overstated.ValueScale); + Assert.AreEqual(23341172.315m, overstated.MarketValue); + } + + [Test] + public void MarketValueIsDerivedAndNeverStored() + { + // Computed from the two columns that are stored, so it cannot drift out of step with + // them the way a third stored column could. + Assert.IsNull(typeof(SEC13FHolding).GetProperty(nameof(SEC13FHolding.MarketValue)).SetMethod); + } + + [TestCase("C", OptionRight.Call)] + [TestCase("P", OptionRight.Put)] + public void AnOptionLineCarriesItsSide(string column, OptionRight expected) + { + var holding = Read(FullLine.Replace("23341172315,0,,SOLE", $"23341172315,0,{column},SOLE")); + + Assert.AreEqual(expected, holding.PutCall); + } + + [Test] + public void AShareLineHasNoOptionSide() + { + Assert.IsNull(Read(FullLine).PutCall); + } + + [Test] + public void ADateReportedIsReadWhenTheFilingCarriesOne() + { + // Filled on about two filings in a thousand, where it marks positions that were + // withheld under confidential treatment and released later. + var holding = Read(FullLine + "20260214"); + + Assert.AreEqual(new DateTime(2026, 2, 14), holding.DateReported); + } + + [Test] + public void ATruncatedLineIsSkippedRatherThanThrown() + { + // An exception out of Reader ends the algorithm, so a short line yields nothing. + Assert.IsNull(Read("20260814,0001067983-26-000012,1067983")); + } + + [Test] + public void AnExtraColumnStillParses() + { + // The column count is tested as "fewer than", so a column appended in a later revision + // of the file leaves every existing one readable instead of muting the dataset. + var holding = Read(FullLine + ",something-new"); + + Assert.AreEqual(80664820m, holding.Amount); + } + + [Test] + public void GetSourceIsAnEntryOfThePerSecurityZip() + { + var source = new SEC13FHoldings() + .GetSource(Config("aapl"), new DateTime(2026, 8, 14), false); + + Assert.AreEqual(SubscriptionTransportMedium.LocalFile, source.TransportMedium); + Assert.AreEqual(FileFormat.FoldingCollection, source.Format); + StringAssert.EndsWith(Path.Combine("alternative", "sec", "13f", "aapl.zip#20260814.csv"), source.Source); + } + + [Test] + public void TheCollectionCarriesEveryPositionOfTheDay() + { + // Two managers reporting the same security on the same day give two records in one + // point. Nothing about them is combined. + var other = FullLine.Replace("1067983", "1350694").Replace("80664820", "1000000"); + var point = Fold(FullLine, other); + + Assert.AreEqual(2, point.Data.Count); + CollectionAssert.AreEquivalent( + new[] { 1067983, 1350694 }, + point.Data.Cast().Select(holding => holding.ManagerCik)); + } + + [Test] + public void OneManagerReportingTwiceStaysTwoRecords() + { + // The rules let a manager report a security on more than one line when the discretion + // differs, and Berkshire does exactly that with Moody's. Folding the two together would + // be deriving a number no filing states. + var second = FullLine.Replace("SOLE", "DFND").Replace("80664820,SH", "500000,SH"); + var point = Fold(FullLine, second); + + Assert.AreEqual(2, point.Data.Count); + CollectionAssert.AreEqual( + new[] { "SOLE", "DFND" }, + point.Data.Cast().Select(holding => holding.InvestmentDiscretion)); + } + + [Test] + public void EveryRecordCarriesThePointsSymbol() + { + var point = Fold(FullLine, FullLine.Replace("1067983", "1350694")); + + Assert.IsTrue(point.Data.Cast().All(holding => holding.Symbol == point.Symbol)); + } + + [Test] + public void TheCollectionDeclaresNoReadingsOfItsOwn() + { + // LEAN builds the collection itself and sets only its symbol and timestamps, so a + // measure declared on it would silently stay null. This is the guard against someone + // adding one back. + var declared = typeof(SEC13FHoldings) + .GetProperties(BindingFlags.Public | BindingFlags.Instance | BindingFlags.DeclaredOnly) + .Select(property => property.Name) + .ToList(); + + CollectionAssert.IsEmpty(declared, + "SEC13FHoldings must delegate to the factory; a property here would never be filled"); + } + + [Test] + public void CloneCopiesEveryProperty() + { + var original = Read(FullLine); + var clone = (SEC13FHolding)original.Clone(); + + foreach (var property in typeof(SEC13FHolding) + .GetProperties(BindingFlags.Public | BindingFlags.Instance) + .Where(property => property.CanRead && property.GetIndexParameters().Length == 0)) + { + Assert.AreEqual(property.GetValue(original), property.GetValue(clone), property.Name); + } + } + + [Test] + public void CloneCopiesTheRecordsRatherThanSharingThem() + { + var point = Fold(FullLine); + var clone = (SEC13FHoldings)point.Clone(); + + Assert.AreNotSame(point.Data[0], clone.Data[0]); + Assert.AreEqual( + ((SEC13FHolding)point.Data[0]).AccessionNumber, + ((SEC13FHolding)clone.Data[0]).AccessionNumber); + } + + [Test] + public void ClassificationMatchesTheSpec() + { + var factory = new SEC13FHolding(); + var collection = new SEC13FHoldings(); + + foreach (var type in new BaseData[] { factory, collection }) + { + Assert.IsTrue(type.RequiresMapping(), "linked to equities, so renames apply"); + Assert.IsTrue(type.IsSparseData(), "a security is reported only on the days managers file"); + Assert.AreEqual(Resolution.Daily, type.DefaultResolution()); + CollectionAssert.AreEqual(new[] { Resolution.Daily }, type.SupportedResolutions()); + Assert.AreEqual(TimeZones.NewYork, type.DataTimeZone()); + } + } + + [Test] + public void ToStringNamesTheManagerAndThePosition() + { + StringAssert.Contains("1067983", Read(FullLine).ToString()); + StringAssert.Contains("80664820", Read(FullLine).ToString()); + } + + [Test] + public void AProtobufRoundTripKeepsEveryField() + { + // The sub type is registered once for the whole assembly, in ProtobufSubTypes. + var original = Read(FullLine); + var bytes = ((BaseData)original).ProtobufSerialize(new Guid()); + + using var stream = new MemoryStream(bytes); + var deserialized = (SEC13FHolding)Serializer.Deserialize>(stream).First(); + + Assert.AreEqual(original.AccessionNumber, deserialized.AccessionNumber); + Assert.AreEqual(original.ManagerCik, deserialized.ManagerCik); + Assert.AreEqual(original.PeriodEnd, deserialized.PeriodEnd); + Assert.AreEqual(original.Amount, deserialized.Amount); + Assert.AreEqual(original.ReportedValue, deserialized.ReportedValue); + Assert.AreEqual(original.ValueScale, deserialized.ValueScale); + Assert.AreEqual(original.MarketValue, deserialized.MarketValue); + } + + [Test] + public void AJsonRoundTripKeepsEveryProperty() + { + // Compared by reflection rather than field by field, so a property added later is + // covered without anyone remembering to extend this test. + var original = Read(FullLine); + var restored = JsonConvert.DeserializeObject(JsonConvert.SerializeObject(original)); + + foreach (var property in typeof(SEC13FHolding) + .GetProperties(BindingFlags.Public | BindingFlags.Instance) + .Where(property => property.CanRead && property.GetIndexParameters().Length == 0)) + { + Assert.AreEqual(property.GetValue(original), property.GetValue(restored), property.Name); + } + } + + [Test] + public void TheRecordsProtobufContractIsCompleteAndUnique() + { + var members = typeof(SEC13FHolding) + .GetProperties(BindingFlags.Public | BindingFlags.Instance | BindingFlags.DeclaredOnly) + .Select(property => property.GetCustomAttribute()) + .Where(attribute => attribute != null) + .Select(attribute => attribute.Tag) + .ToList(); + + Assert.IsNotNull(typeof(SEC13FHolding).GetCustomAttribute(), "ProtoContract is missing"); + Assert.Greater(members.Count, 0, "no ProtoMember attributes found"); + Assert.AreEqual(members.Count, members.Distinct().Count(), "duplicate ProtoMember numbers"); + } + + [Test] + public void EveryStoredPropertyCarriesAProtoMember() + { + // A property added later without a member number would serialize as nothing, which is + // indistinguishable from a real absent reading. MarketValue is exempt because it is + // computed, and Symbol because BaseData carries it. + var missing = typeof(SEC13FHolding) + .GetProperties(BindingFlags.Public | BindingFlags.Instance | BindingFlags.DeclaredOnly) + .Where(property => property.SetMethod != null) + .Where(property => property.GetCustomAttribute() == null) + .Select(property => property.Name) + .ToList(); + + CollectionAssert.IsEmpty(missing, "stored properties without a ProtoMember number"); + } + + [Test] + public void EveryProcessedRowParses() + { + // Reads the processor's own output when it is there, which is the only case that proves + // the writer and the reader agree on the layout. + var folder = Path.Combine("..", "..", "..", "..", "output", "alternative", "sec", "13f"); + if (!Directory.Exists(folder)) + { + Assert.Ignore($"No processed output at {folder}"); + } + + var zips = Directory.GetFiles(folder, "*.zip"); + if (zips.Length == 0) + { + Assert.Ignore($"No per security zips in {folder}"); + } + + var rows = 0; + foreach (var path in zips.Take(50)) + { + using var zip = System.IO.Compression.ZipFile.OpenRead(path); + foreach (var entry in zip.Entries) + { + using var reader = new StreamReader(entry.Open()); + string line; + while ((line = reader.ReadLine()) != null) + { + var holding = Read(line, Path.GetFileNameWithoutExtension(path)); + Assert.IsNotNull(holding, $"{path}#{entry.Name}: {line}"); + + // The entry is named after the filing date every line in it carries. + Assert.AreEqual(Path.GetFileNameWithoutExtension(entry.Name), + holding.Time.ToString("yyyyMMdd"), $"{path}#{entry.Name}"); + rows++; + } + } + } + + Assert.Greater(rows, 0, "the output holds no rows"); + } + } +} diff --git a/tests/SECTests.cs b/tests/SECTests.cs index 6f93ce5..c647d6a 100644 --- a/tests/SECTests.cs +++ b/tests/SECTests.cs @@ -19,7 +19,6 @@ using System.IO; using System.Linq; using ProtoBuf; -using ProtoBuf.Meta; using Newtonsoft.Json; using NUnit.Framework; using QuantConnect.Data; @@ -47,7 +46,9 @@ public void ProtobufRoundTrip() var expected = CreateNewInstance(); var type = expected.GetType(); - RuntimeTypeModel.Default[typeof(BaseData)].AddSubType(2000, type); + // The sub type is registered once for the whole assembly, in ProtobufSubTypes: the + // model freezes as soon as anything is serialized, so a registration here would throw + // for whichever round trip test did not run first. using (var stream = new MemoryStream()) { diff --git a/tests/TestData/sc13d_0001193125-26-389440.txt b/tests/TestData/sc13d_0001193125-26-389440.txt new file mode 100644 index 0000000..0aa1ec4 --- /dev/null +++ b/tests/TestData/sc13d_0001193125-26-389440.txt @@ -0,0 +1,219 @@ +0001193125-26-389440.txt : 20260911 +0001193125-26-389440.hdr.sgml : 20260911 +20260911173717 +ACCESSION NUMBER: 0001193125-26-389440 +CONFORMED SUBMISSION TYPE: SCHEDULE 13D +PUBLIC DOCUMENT COUNT: 1 +FILED AS OF DATE: 20260911 +DATE AS OF CHANGE: 20260911 + +SUBJECT COMPANY: + + COMPANY DATA: + COMPANY CONFORMED NAME: American Homes 4 Rent + CENTRAL INDEX KEY: 0001562401 + STANDARD INDUSTRIAL CLASSIFICATION: REAL ESTATE INVESTMENT TRUSTS [6798] + ORGANIZATION NAME: 05 Real Estate & Construction + EIN: 461229660 + STATE OF INCORPORATION: MD + FISCAL YEAR END: 1231 + + FILING VALUES: + FORM TYPE: SCHEDULE 13D + SEC ACT: 1934 Act + SEC FILE NUMBER: 005-87581 + FILM NUMBER: 261375337 + + BUSINESS ADDRESS: + STREET 1: 280 PILOT ROAD + CITY: LAS VEGAS + STATE: NV + ZIP: 89119 + BUSINESS PHONE: (805) 413-5300 + + MAIL ADDRESS: + STREET 1: 280 PILOT ROAD + CITY: LAS VEGAS + STATE: NV + ZIP: 89119 + +FILED BY: + + COMPANY DATA: + COMPANY CONFORMED NAME: GUSTAVSON TAMARA HUGHES + CENTRAL INDEX KEY: 0001322750 + ORGANIZATION NAME: + + FILING VALUES: + FORM TYPE: SCHEDULE 13D + + MAIL ADDRESS: + STREET 1: 701 WESTERN AVENUE + CITY: GLENDALE + STATE: CA + ZIP: 91201-2349 + + +SCHEDULE 13D +1 +primary_doc.xml + + + + X0202 + + SCHEDULE 13D + + + + 0001322750 + XXXXXXXX + + + LIVE + + + + + + + + Class A common shares of beneficial interest, $0.01 par value per share + 09/11/2026 + false + + 0001562401 + + 02665T306 + + American Homes 4 Rent +
+ 280 Pilot Road + Las Vegas + NV + 89119 +
+ + + + David Goldberg + (310) 774-5332 + + 22917 Pacific Coast Highway #300 + Malibu + CA + 90265 + + + + + + + 0001322750 + N + Tamara Hughes Gustavson + PF + N + X1 + 21470184 + 100 + 21470184 + 100 + 21470284 + N + 5.98 + IN + (1) The numbers in rows 7, 9 and 11 include shares indirectly beneficially owned and 5,421 restricted share units, each representing a contingent right to receive one Class A common share. +(2) The numbers in rows 8, 10 and 11 include shares held beneficially by spouse. +(3) Percentage of class based on number of shares outstanding at July 29, 2026. + +The Shares (as defined below) held by Tamara Hughes Gustavson (the "Reporting Person") reported on this Schedule 13D were previously reported on a Schedule 13D (the "Previous Report") filed with the Securities and Exchange Commission (the "SEC") by B. Wayne Hughes and the Reporting Person (collectively, the "Original Persons"). On September 11, 2026, the Original Persons filed an amendment to their Schedule 13D to report that they no longer constituted a "group" within the meaning of Section 13(d)(3) of the Securities Exchange Act of 1934, as amended (the "Exchange Act"). This Schedule 13D is being filed because the Reporting Person continues to be a reporting person for purposes of Schedule 13D. + + + + + + + Class A common shares of beneficial interest, $0.01 par value per share + American Homes 4 Rent + + 280 Pilot Road + Las Vegas + NV + 89119 + + + + Tamara Hughes Gustavson + 884 Iron Works Pike, Lexington KY 40511 + + The Reporting Person serves on the Board of Trustees of the Issuer. + During the last five years, the Reporting Person has not been convicted in a criminal proceeding (excluding traffic violations or similar misdemeanors). + During the last five years, the Reporting Person has not been a party to a civil proceeding of a judicial or administrative body of competent jurisdiction and as a result of such proceeding was or is subject to a judgment, decree or final order enjoining future violations of, or prohibiting or mandating activities subject to, federal or state securities laws or finding any violation with respect to such laws. + United States + + + As of September 11, 2026, Ms. Tamara Hughes Gustavson owned a total of 21,470,284 Shares. + +The funds used for purchases, if any, of Shares beneficially owned by the Reporting Person were obtained from the Reporting Person's personal funds. As noted below, the sole purpose of this filing is to continue the Reporting Person's compliance with her reporting obligations which were previously satisfied by the Previous Report. + + + + The purpose of the acquisition of Shares by the Reporting Person is for investment as part of the general investment portfolio of the Reporting Person. This Schedule 13D is being filed because the Reporting Person is no longer a member of a "group" within the meaning of Section 13(d)(3) of the Act, as disclosed in the explanatory note to this Schedule 13D. This filing is not being made as a result of any particular acquisition or disposition of securities by the Reporting Person. + +The Reporting Person intends to review her investments in the Issuer on a continuing basis and may, at any time, consistent with the Reporting Person's obligations under the federal securities laws, determine to increase or decrease her ownership of Shares through purchases or sales of Shares in the open market or in privately negotiated transactions. Such determination will depend on various factors, including the Issuer's business prospects, other developments concerning the Issuer, general economic conditions, money and stock market conditions, and any other facts and circumstances which may become known to the Reporting Person regarding her investments in the Issuer. + +By virtue of the purchase of the Shares, the Reporting Person has no plans or proposals which relate to or would result in (i) the acquisition by any person of additional securities of the Issuer, or the disposition of securities of the Issuer; (ii) an extraordinary corporate transaction, such as a merger, reorganization or liquidation, involving the Issuer or any of its subsidiaries; (iii) a sale or transfer of a material amount of assets of the Issuer or any of its subsidiaries; (iv) any change in the present board of trustees or management of the Issuer, including any plans or proposals to change the number or term of trustees or fill any existing vacancies on the board; (v) any material change in the present capitalization or dividend policy of the Issuer; (vi) any other material change in the Issuer's business or corporate structure; (vii) changes in the Issuer's charter or bylaws or other actions which may impede the acquisition or control of the Issuer by any person; (viii) causing a class of securities of the Issuer to be delisted from the national securities exchange or to cease to be authorized to be quoted in an inter-dealer quotation system of a registered national securities association; (ix) a class of equity securities of the Issuer becoming eligible for termination of registration pursuant to Section 12(d)(4) of the Act; or (x) any action similar to any of those described above. + +The Reporting Person is a trustee of the Issuer and, in her capacity as such, may, from time to time, propose to the Issuer's Board of Trustees a wide variety of types of transactions, including transactions similar to those described above. + + + + + The aggregate percentage of Shares reported beneficially owned by the Reporting Person is determined based upon 359,179,944 Shares outstanding as of July 29, 2026, as set forth in the Issuer's Quarterly Report on Form 10-Q for the quarter ended June 30, 2026. As of June 30, 2026, the Reporting Person beneficially owned 21,470,284 Shares, representing approximately 5.98% of the outstanding Shares. + + + The aggregate percentage of Shares reported beneficially owned by the Reporting Person is determined based upon 359,179,944 Shares outstanding as of July 29, 2026, as set forth in the Issuer's Quarterly Report on Form 10-Q for the quarter ended June 30, 2026. As of June 30, 2026, the Reporting Person beneficially owned 21,470,284 Shares, representing approximately 5.98% of the outstanding Shares, which includes: + + (1) 9,415,345 Shares (which includes 5,421 restricted share units, each representing a contingent right to receive one Share) held directly, of which the Reporting Person has sole voting and dispositive power; + + (2) 11,621,725 Shares held by Tamara H. Gustavson Revocable Trust, of which the Reporting Person has sole voting and dispositive power; + + (3) 158,780 Shares held by a custodian of an individual retirement account, of which the Reporting Person has sole voting and dispositive power; + + (4) 100 Shares held by the Reporting Person's husband, of which the Reporting Person has shared voting and dispositive power; and + + (5) 274,334 Shares held by THG AT, LLC, an LLC formed for the benefit of the Reporting Person and her family and of which the Reporting Person is manager and has sole voting and dispositive power + The Reporting Person has not effected any transactions in the Shares during the past sixty days. + Except as disclosed herein, no other person is known to the Reporting Person to have the right to receive or the power to direct receipt of dividends from, or the proceeds from the sale of, Shares beneficially owned by the Reporting Person. + Not applicable. + + + Except as disclosed herein, to the best knowledge of the Reporting Person, there are at present no contracts, arrangements, understandings or relationships (legal or otherwise) between the Reporting Person and any person with respect to any securities of the Issuer, including but not limited to, transfer or voting of any of the securities of the Issuer, finder's fees, joint ventures, loan or option arrangements, puts or calls, guarantees of profits, division of profits or loss or the giving or withholding of proxies, or a pledge or contingency the occurrence of which would give another person voting power over securities of the Issuer. + + + + Exhibit A: Power of Attorney, dated as of September 2, 2015 (incorporated by reference to Schedule 13D filed on September 2, 2015). + + + + + Tamara Hughes Gustavson + + * + Tamara Hughes Gustavson + 09/11/2026 + + + */s/ David Goldberg + David Goldberg/Attorney-in-fact + 09/11/2026 + + + + + + + + + diff --git a/tests/TestData/sc13g_0001213900-26-099322.txt b/tests/TestData/sc13g_0001213900-26-099322.txt new file mode 100644 index 0000000..25285c7 --- /dev/null +++ b/tests/TestData/sc13g_0001213900-26-099322.txt @@ -0,0 +1,353 @@ +0001213900-26-099322.txt : 20260911 +0001213900-26-099322.hdr.sgml : 20260911 +20260911170001 +ACCESSION NUMBER: 0001213900-26-099322 +CONFORMED SUBMISSION TYPE: SCHEDULE 13G +PUBLIC DOCUMENT COUNT: 2 +FILED AS OF DATE: 20260911 +DATE AS OF CHANGE: 20260911 + +SUBJECT COMPANY: + + COMPANY DATA: + COMPANY CONFORMED NAME: Vulcan Infrastructure & Power Inc. + CENTRAL INDEX KEY: 0001844971 + STANDARD INDUSTRIAL CLASSIFICATION: FINANCE SERVICES [6199] + ORGANIZATION NAME: 09 Crypto Assets + EIN: 861746728 + STATE OF INCORPORATION: DE + FISCAL YEAR END: 1231 + + FILING VALUES: + FORM TYPE: SCHEDULE 13G + SEC ACT: 1934 Act + SEC FILE NUMBER: 005-92880 + FILM NUMBER: 261375072 + + BUSINESS ADDRESS: + STREET 1: 1159 PITTSFORD-VICTOR ROAD + STREET 2: SUITE 240 + CITY: PITTSFORD + STATE: NY + ZIP: 14534 + BUSINESS PHONE: 315-536-2359 + + MAIL ADDRESS: + STREET 1: 1159 PITTSFORD-VICTOR ROAD + STREET 2: SUITE 240 + CITY: PITTSFORD + STATE: NY + ZIP: 14534 + + FORMER COMPANY: + FORMER CONFORMED NAME: Greenidge Generation Holdings Inc. + DATE OF NAME CHANGE: 20210208 + +FILED BY: + + COMPANY DATA: + COMPANY CONFORMED NAME: BRC Group Holdings, Inc. + CENTRAL INDEX KEY: 0001464790 + STANDARD INDUSTRIAL CLASSIFICATION: INVESTMENT ADVICE [6282] + ORGANIZATION NAME: 02 Finance + EIN: 270223495 + STATE OF INCORPORATION: DE + FISCAL YEAR END: 1231 + + FILING VALUES: + FORM TYPE: SCHEDULE 13G + + BUSINESS ADDRESS: + STREET 1: 11100 SANTA MONICA BLVD + STREET 2: SUITE 800 + CITY: LOS ANGELES + STATE: CA + ZIP: 90025 + BUSINESS PHONE: 818-884-3737 + + MAIL ADDRESS: + STREET 1: 11100 SANTA MONICA BLVD + STREET 2: SUITE 800 + CITY: LOS ANGELES + STATE: CA + ZIP: 90025 + + FORMER COMPANY: + FORMER CONFORMED NAME: B. Riley Financial, Inc. + DATE OF NAME CHANGE: 20141104 + + FORMER COMPANY: + FORMER CONFORMED NAME: Great American Group, Inc. + DATE OF NAME CHANGE: 20090522 + + +SCHEDULE 13G +1 +primary_doc.xml + + + + X0202 + + SCHEDULE 13G + + + + + 0001464790 + XXXXXXXX + + + LIVE + + + + + + + + Class A Common Stock, par value $0.0001 per share + 09/02/2026 + + 0001844971 + Vulcan Infrastructure & Power Inc. + + 39531G308 + + + 1159 Pittsford-Victor Road + Suite 240 + Pittsford + NY + 14534 + + + + Rule 13d-1(c) + + + + + + BRC Group Holdings, Inc. + DE + + 0.00 + 2339181.00 + 0.00 + 2339181.00 + + 2339181.00 + N + 7.1 + HC + Based on 32,842,698 shares of Class A common stock, par value $0.0001 per share (the "Common Stock") outstanding as of August 12, 2026, as reported in the Company's Quarterly Report on Form 10-Q, filed on August 14, 2026 and the Company's DEF 14C filing, filed on August 17, 2026. + + + + B. Riley Securities, Inc. + DE + + 0.00 + 2339181.00 + 0.00 + 2339181.00 + + 2339181.00 + N + 7.1 + OO + Based on 32,842,698 shares of Common Stock outstanding as of August 12, 2026, as reported in the Company's Quarterly Report on Form 10-Q, filed on August 14, 2026 and the Company's DEF 14C filing, filed on August 17, 2026. + + + + Bryant Riley + X1 + + 0.00 + 2339181.00 + 0.00 + 2339181.00 + + 2339181.00 + N + 7.1 + IN + Based on 32,842,698 shares of Common Stock outstanding as of August 12, 2026, as reported in the Company's Quarterly Report on Form 10-Q, filed on August 14, 2026 and the Company's DEF 14C filing, filed on August 17, 2026. + + + + Vulcan Infrastructure & Power Inc. + 1159 Pittsford-Victor Road, Suite 240, Pittsford, New York 14534 + + + BRC Group Holdings, Inc., a Delaware corporation ("BRC"), B. Riley Securities, Inc., a Delaware corporation ("BRS"), Bryant Riley is an individual ("Riley"). Each of the foregoing is referred to as a "Reporting Person" and collectively as the "Reporting Persons." + 11100 Santa Monica Blvd. Suite 800, Los Angeles, CA 90025 + BRC and BRS are organized under the laws of the State of Delaware. Riley is a citizen of the United State of America. + + + N + HC + + + (1) As of the date hereof, BRS holds 2,339,181 shares of the Company's Common Stock. (2) As of the date hereof, BRC, majority holder of B. Riley Securities Holdings, Inc. ("BRSH"), which is the parent company of BRS, may be deemed to hold 2,339,181 shares of the Company's Common Stock. (3) As of the date hereof, Riley may be deemed to hold 2,339,181 shares of the Company's Common Stock. Each of BRC, BRS and Riley disclaims beneficial ownership of the outstanding shares of Common Stock reported herein, except to the extent of its/his respective pecuniary interest therein. + The information contained on the cover pages to this filing is incorporated by reference herein. + + The information contained on the cover pages to this filing is incorporated by reference herein. + The information contained on the cover pages to this filing is incorporated by reference herein. + The information contained on the cover pages to this filing is incorporated by reference herein. + The information contained on the cover pages to this filing is incorporated by reference herein. + + + + Y + + + Y + + + N + BRS is a subsidiary of B. Riley Securities Holdings, Inc. ("BRSH"). BRSH is majority owned by BRC. + + + Y + + + Y + + + N + By signing below I certify that, to the best of my knowledge and belief, the securities referred to above were not acquired and are not held for the purpose of or with the effect of changing or influencing the control of the issuer of the securities and were not acquired and are not held in connection with or as a participant in any transaction having that purpose or effect, other than activities solely in connection with a nomination under § 240.14a-11. + + + Exhibit A - Joint Filing Agreement + + BRC Group Holdings, Inc. + + /s/ Bryant Riley + Bryant Riley/Co-Chief Executive Officer + 09/11/2026 + + + + B. Riley Securities, Inc. + + /s/ Frank Pigott + Frank Pigott/General Counsel & Corporate Secretary + 09/11/2026 + + + + Bryant Riley + + /s/ Bryant Riley + Bryant Riley + 09/11/2026 + + + + + + + + + +EX-99.A +2 +ea030520001ex99-a.htm +JOINT FILING AGREEMENT + + + + + + + +

+ +

Exhibit A

+ +

 

+ +

JOINT FILING AGREEMENT

+ +

 

+ +

In accordance with Rule 13d-1(k), as promulgated +under the Securities Exchange Act of 1934, as amended, the persons named below agree to the joint filing on behalf of each of them a Statement +on Schedule 13G (including amendments thereto) with regard to the preferred stock and underlying common stock of MGT Investments, Inc., +and further agree that this Joint Filing Agreement be included as an Exhibit to such joint filings. In evidence thereof, the undersigned, +being duly authorized, hereby execute this Joint Filing Agreement as of September 11, 2026.

+ +

 

+ + + + + + + + + + + + + + + + + + + + + +
Date: September 11, 2026BRC Group Holdings, Inc.
   
 By:/s/ Bryant Riley 
 Name: Bryant Riley
 Title:Co-Chief Executive Officer
+

 

+ + + + + + + + + + + + + + + + + + + + + +
Date: September 11, 2026B. Riley Securities, Inc.
   
 By:/s/ Frank Pigott 
 Name: Frank Pigott
 Title:General Counsel & Corporate Secretary
+

 

+ + + + + + + + + + + + + + + + + +
Date: September 11, 2026Bryant Riley
   
 By:/s/ Bryant Riley
 Name: Bryant Riley
+

 

+ + + + + + diff --git a/tests/Tests.csproj b/tests/Tests.csproj index c3a31c6..4b26466 100644 --- a/tests/Tests.csproj +++ b/tests/Tests.csproj @@ -11,6 +11,14 @@ + + + + PreserveNewest + + + PreserveNewest + PreserveNewest From 0b209141f523c58760f0c19e63a1abe1c0887ec9 Mon Sep 17 00:00:00 2001 From: Alexandre Catarino Date: Sat, 19 Sep 2026 18:43:40 +0100 Subject: [PATCH 2/7] Fix the 13F daily and incremental paths, and address review findings The EDGAR day archive lacked the cover page and four columns the processor reads, so every daily run threw. An incremental run published each touched ticker's zip with that day's entry alone. Both now have end to end tests. Processor - Read the cover page and the missing line columns from EDGAR filings, and list each filing once per day - Add an incremental run's dates to a copy of the published zip - Drop the per ticker date index; the history guard counts zips - Leave a field the filing left empty empty, rather than writing a zero - Join OtherManager with single semicolons - Hold only share lines against the close when deciding the value unit - Give an option line that names no side the one its CUSIP states, and resolve options on fund families by the price of the line - Resolve a CUSIP no ISIN can hold to nothing instead of stopping the run - Delete staging files as they are consumed, which halves peak disk use - Split unresolved CUSIPs into foreign (CINS) and domestic in the summary - Share the environment and config handling between both datasets Data class - Add ManagerName, read from managers.csv by SEC13FManagerNameProvider - Remove protobuf, which this dataset does not use Also removes the unused 13D/13G resolver and fixtures, follows Pershing Square across its two CIKs in the demonstration algorithms, replaces the samples with the data they read, and documents the data folder dependencies in the README. Co-Authored-By: Claude Fable 5.1 --- DataProcessing/Program.cs | 91 +- DataProcessing/SEC13FDownloader.cs | 365 +- DataProcessing/SEC13FEdgarDay.cs | 51 +- DataProcessing/SECIssuerResolver.cs | 190 - DataProcessing/SECProcessingContext.cs | 101 + README.md | 64 +- SEC13FAlgorithm.cs | 130 +- SEC13FAlgorithm.py | 143 +- SEC13FHolding.cs | 33 +- SEC13FManagerNameProvider.cs | 92 + listing-about-whales.md | 32 +- listing-documentation-whales.md | 8 +- output/alternative/sec/13f/aapl.csv | 58 - output/alternative/sec/13f/aapl.zip | Bin 127757 -> 0 bytes output/alternative/sec/13f/aig.csv | 45 - output/alternative/sec/13f/aig.zip | Bin 32990 -> 0 bytes output/alternative/sec/13f/amzn.zip | Bin 0 -> 455492 bytes output/alternative/sec/13f/bac.csv | 55 - output/alternative/sec/13f/bac.zip | Bin 81332 -> 0 bytes output/alternative/sec/13f/bn.zip | Bin 0 -> 87838 bytes output/alternative/sec/13f/bno.csv | 16 - output/alternative/sec/13f/bno.zip | Bin 3996 -> 0 bytes output/alternative/sec/13f/eem.csv | 52 - output/alternative/sec/13f/eem.zip | Bin 46892 -> 0 bytes output/alternative/sec/13f/goog.csv | 57 - output/alternative/sec/13f/goog.zip | Bin 89707 -> 0 bytes output/alternative/sec/13f/googl.csv | 56 - output/alternative/sec/13f/googl.zip | Bin 97512 -> 0 bytes output/alternative/sec/13f/htz.zip | Bin 0 -> 37789 bytes output/alternative/sec/13f/ibm.csv | 51 - output/alternative/sec/13f/ibm.zip | Bin 70878 -> 0 bytes output/alternative/sec/13f/iwm.csv | 54 - output/alternative/sec/13f/iwm.zip | Bin 58162 -> 0 bytes output/alternative/sec/13f/managers.csv | 13328 ++++++++++++---- output/alternative/sec/13f/meta.zip | Bin 0 -> 375229 bytes output/alternative/sec/13f/msft.zip | Bin 0 -> 471540 bytes output/alternative/sec/13f/qqq.csv | 53 - output/alternative/sec/13f/qqq.zip | Bin 62791 -> 0 bytes output/alternative/sec/13f/qsr.zip | Bin 0 -> 61413 bytes output/alternative/sec/13f/spy.csv | 56 - output/alternative/sec/13f/spy.zip | Bin 94764 -> 0 bytes output/alternative/sec/13f/uber.zip | Bin 0 -> 202152 bytes output/alternative/sec/13f/uso.csv | 32 - output/alternative/sec/13f/uso.zip | Bin 11789 -> 0 bytes output/alternative/sec/13f/wm.csv | 52 - output/alternative/sec/13f/wm.zip | Bin 49851 -> 0 bytes tests/ProtobufSubTypes.cs | 50 - tests/SEC13FPilotTests.cs | 1 + tests/SEC13FProcessorTests.cs | 300 +- tests/SEC13FTests.cs | 85 +- tests/SECTests.cs | 5 +- tests/TestData/sc13d_0001193125-26-389440.txt | 219 - tests/TestData/sc13g_0001213900-26-099322.txt | 353 - tests/Tests.csproj | 6 - 54 files changed, 11629 insertions(+), 4655 deletions(-) delete mode 100644 DataProcessing/SECIssuerResolver.cs create mode 100644 DataProcessing/SECProcessingContext.cs create mode 100644 SEC13FManagerNameProvider.cs delete mode 100644 output/alternative/sec/13f/aapl.csv delete mode 100644 output/alternative/sec/13f/aapl.zip delete mode 100644 output/alternative/sec/13f/aig.csv delete mode 100644 output/alternative/sec/13f/aig.zip create mode 100644 output/alternative/sec/13f/amzn.zip delete mode 100644 output/alternative/sec/13f/bac.csv delete mode 100644 output/alternative/sec/13f/bac.zip create mode 100644 output/alternative/sec/13f/bn.zip delete mode 100644 output/alternative/sec/13f/bno.csv delete mode 100644 output/alternative/sec/13f/bno.zip delete mode 100644 output/alternative/sec/13f/eem.csv delete mode 100644 output/alternative/sec/13f/eem.zip delete mode 100644 output/alternative/sec/13f/goog.csv delete mode 100644 output/alternative/sec/13f/goog.zip delete mode 100644 output/alternative/sec/13f/googl.csv delete mode 100644 output/alternative/sec/13f/googl.zip create mode 100644 output/alternative/sec/13f/htz.zip delete mode 100644 output/alternative/sec/13f/ibm.csv delete mode 100644 output/alternative/sec/13f/ibm.zip delete mode 100644 output/alternative/sec/13f/iwm.csv delete mode 100644 output/alternative/sec/13f/iwm.zip create mode 100644 output/alternative/sec/13f/meta.zip create mode 100644 output/alternative/sec/13f/msft.zip delete mode 100644 output/alternative/sec/13f/qqq.csv delete mode 100644 output/alternative/sec/13f/qqq.zip create mode 100644 output/alternative/sec/13f/qsr.zip delete mode 100644 output/alternative/sec/13f/spy.csv delete mode 100644 output/alternative/sec/13f/spy.zip create mode 100644 output/alternative/sec/13f/uber.zip delete mode 100644 output/alternative/sec/13f/uso.csv delete mode 100644 output/alternative/sec/13f/uso.zip delete mode 100644 output/alternative/sec/13f/wm.csv delete mode 100644 output/alternative/sec/13f/wm.zip delete mode 100644 tests/ProtobufSubTypes.cs delete mode 100644 tests/TestData/sc13d_0001193125-26-389440.txt delete mode 100644 tests/TestData/sc13g_0001213900-26-099322.txt diff --git a/DataProcessing/Program.cs b/DataProcessing/Program.cs index 0a8f4b5..8143af8 100644 --- a/DataProcessing/Program.cs +++ b/DataProcessing/Program.cs @@ -14,13 +14,10 @@ */ using QuantConnect.Configuration; -using QuantConnect.DataSource; using QuantConnect.Logging; using QuantConnect.Util; using System; using System.Diagnostics; -using System.Globalization; -using System.IO; namespace QuantConnect.DataProcessing { @@ -32,8 +29,8 @@ namespace QuantConnect.DataProcessing /// /// - "reports" (the default): the 10-K, 10-Q and 8-K filings, downloaded with /// and converted with . - /// - "13f" (): Form 13F institutional holdings, aggregated per - /// security from the quarterly structured data sets. + /// - "13f" (): Form 13F institutional holdings, every position + /// as its manager filed it, from the SEC's structured data sets and EDGAR's daily indexes. /// /// The default keeps a job that sets no dataset-name doing exactly what it did before the key /// existed. @@ -67,7 +64,6 @@ public static int Main() case SEC13FDownloader.DatasetName: return Process13F(); - default: Log.Error($"DataProcessing.Main(): Unknown dataset-name '{dataset}'. Valid options: " + $"{ReportsDatasetName}, {SEC13FDownloader.DatasetName}"); @@ -81,11 +77,15 @@ public static int Main() /// Zero on success, one on any failure private static int ProcessReports() { - var processingDateValue = Environment.GetEnvironmentVariable("QC_DATAFLEET_DEPLOYMENT_DATE"); - var processingDate = DateTime.ParseExact(processingDateValue, "yyyyMMdd", CultureInfo.InvariantCulture); - var temporaryFolder = Config.Get("temp-output-directory", "/temp-output-directory"); - var rawDataDirectory = Config.Get("raw-data-folder", "/raw"); - var secDataDirectory = Path.Combine(rawDataDirectory, "alternative", "sec"); + // The reports dataset has no full rebuild, so it always needs a date. + if (!SECProcessingContext.TryCreate(null, out var context)) + { + return 1; + } + + var processingDate = context.DeploymentDate.Value; + var temporaryFolder = context.OutputRoot; + var secDataDirectory = context.RawDirectory; Log.Trace($"DataProcessing.Main(): Processing {processingDate:yyyy-MM-dd}"); var timer = Stopwatch.StartNew(); @@ -127,41 +127,20 @@ private static int ProcessReports() /// Zero on success, one on any failure private static int Process13F() { - // Output root: {temp-output-directory}/alternative/sec. The downloader writes its report - // under the folder its data class names. - var destinationDirectory = Path.Combine( - Config.Get("temp-output-directory", "/temp-output-directory"), - "alternative", - SEC13FDownloader.VendorName); - - // The published history an incremental run merges its rows into. The destination is - // handed to the job empty, so reading history back from there would find nothing. - var processedDataDirectory = Path.Combine( - Config.Get("processed-data-directory", Globals.DataFolder), - "alternative", - SEC13FDownloader.VendorName); - - // Where downloads land. The job archives this folder after every run, as it does the - // reports dataset's feed archives, but does not restore it before the next. - var rawDataDirectory = Path.Combine( - Config.Get("raw-data-folder", "/raw"), - "alternative", - SEC13FDownloader.VendorName); - - if (!TryParseDeploymentDate(RebuildHistoryKey, out var deploymentDate)) + if (!SECProcessingContext.TryCreate(RebuildHistoryKey, out var context)) { return 1; } - Log.Trace($"DataProcessing.Process13F(): writing {SEC13FDownloader.DatasetName} to {destinationDirectory}" - + (deploymentDate == null ? " for the full history" : $" for {deploymentDate:yyyy-MM-dd}")); + Log.Trace($"DataProcessing.Process13F(): writing {SEC13FDownloader.DatasetName} to {context.OutputDirectory}" + + (context.DeploymentDate == null ? " for the full history" : $" for {context.DeploymentDate:yyyy-MM-dd}")); var timer = Stopwatch.StartNew(); SEC13FDownloader downloader; try { - downloader = new SEC13FDownloader(destinationDirectory, processedDataDirectory, deploymentDate, - rawDataDirectory); + downloader = new SEC13FDownloader(context.OutputDirectory, context.ProcessedDirectory, + context.DeploymentDate, context.RawDirectory); } catch (Exception err) { @@ -188,43 +167,5 @@ private static int Process13F() } } - - /// - /// Reads the deployment date the job runs for. A missing date is a misconfigured job rather - /// than a request for the whole history, which is asked for by name with - /// the dataset's rebuild key. - /// - /// The config key that asks this dataset for a full rebuild - /// The date, or null when the run rebuilds the whole history - /// True when the date is well formed, or absent with the rebuild asked for - internal static bool TryParseDeploymentDate(string rebuildHistoryKey, out DateTime? deploymentDate) - { - deploymentDate = null; - - var raw = Environment.GetEnvironmentVariable("QC_DATAFLEET_DEPLOYMENT_DATE"); - if (string.IsNullOrWhiteSpace(raw)) - { - if (Config.GetBool(rebuildHistoryKey)) - { - return true; - } - - Log.Error("DataProcessing.TryParseDeploymentDate(): QC_DATAFLEET_DEPLOYMENT_DATE is not set. Set it, or " + - $"set \"{rebuildHistoryKey}\": true to rebuild the whole history"); - return false; - } - - // A malformed date must not quietly become a full history run: that would turn a daily - // job into a complete refetch of five gigabytes without anyone noticing. - if (!DateTime.TryParseExact(raw.Trim(), "yyyyMMdd", CultureInfo.InvariantCulture, - DateTimeStyles.None, out var parsed)) - { - Log.Error($"DataProcessing.TryParseDeploymentDate(): QC_DATAFLEET_DEPLOYMENT_DATE '{raw}' is not yyyyMMdd"); - return false; - } - - deploymentDate = parsed; - return true; - } } } diff --git a/DataProcessing/SEC13FDownloader.cs b/DataProcessing/SEC13FDownloader.cs index 28ead97..1c772da 100644 --- a/DataProcessing/SEC13FDownloader.cs +++ b/DataProcessing/SEC13FDownloader.cs @@ -37,7 +37,7 @@ namespace QuantConnect.DataProcessing { /// - /// Converts Form 13F filings into LEAN's per-security files, one entry per filing date + /// Converts Form 13F filings into LEAN's per-security zips, one entry per filing /// date. Without QC_DATAFLEET_DEPLOYMENT_DATE it rebuilds the whole history, from the SEC's /// structured data sets through the last window published and from EDGAR's daily indexes after /// it; with it, it reads that day from EDGAR, with any recent day whose index came late, and @@ -70,16 +70,10 @@ public class SEC13FDownloader : IDisposable // carries no INFOTABLE at all, so it is not a zero position and must not become one. private const string NoticeSubmissionTypePrefix = "13F-NT"; - // A 13F-HR/A amends the manager's report for the quarter, and most restate all of it, so an - // amendment's lines count only for a security the manager had not reported yet. A - // restatement's corrections to a position already counted are not applied; see AdmitAmendment. - private const string AmendmentSubmissionTypeSuffix = "/A"; - // EDGAR lists a day's filings in its daily index at about 22:05 ET (02:02 to 02:07 UTC the // next morning over six business days measured in September 2026). The daily job reads that // index at 01:00 ET the next day with a one hour timeout (schedule "0 1 * * 2-6", Date - // Offset 1), so a filing is published the day after its FILING_DATE at ReleaseTimeOfDay. - // Stamping it any earlier would let a backtest read it before the live job had it. + // Offset 1), which is why a point ends at midnight after its FILING_DATE and no earlier. /// Config key that starts the rebuild's EDGAR days on this yyyyMMdd instead of after the last data set. internal const string EdgarFromKey = "sec-13f-edgar-from"; @@ -106,26 +100,11 @@ public class SEC13FDownloader : IDisposable /// How far back a daily run looks for a day whose index EDGAR published late. private const int EdgarLookbackDays = 10; - private const string ReleaseFormat = "yyyyMMdd HH:mm"; private const string PeriodFormat = "yyyyMMdd"; - // A staged row: release, period, the eight measures and the confidential flag. - private const int FirstValueColumn = 2; - private const int ValueColumnCount = 8; - private const int PublishedColumnCount = FirstValueColumn + ValueColumnCount + 1; - - // A published line: the release stamp, how many quarters it restates, and then that many - // groups of columns, one per quarter. Every quarter a release restates travels in one line, - // since LEAN hands an algorithm a single data point per security per timestamp. - private const int PointHeaderColumns = 2; - private const int GroupColumnCount = ValueColumnCount + 2; - // N-PORT quarters folded into the crosswalk: a year reaches every security still trading. private const int NPortQuartersToFold = 4; - /// Days after a quarter end that managers have to file their 13F for it. - private const int FilingDeadlineDays = 45; - // The SEC rule: VALUE in thousands for filings before this date, whole dollars from it. // DetectValueUnits checks each filing against it. private static readonly DateTime ValueInWholeDollarsFrom = new(2023, 1, 1); @@ -197,21 +176,15 @@ public class SEC13FDownloader : IDisposable _pendingSecurityRows = new(StringComparer.Ordinal); /// - /// Where increments wait, one file per security, until the finalize pass. Per security - /// because the running total belongs to the security and not to a ticker, and outside the - /// output folder because everything there is published. + /// Where rows wait, one file per security, until the finalize pass. Outside the output + /// folder because everything there is published. /// private readonly string _stagingDirectory = Path.Combine(Path.GetTempPath(), "sec-13f-staging", Guid.NewGuid().ToString("N")); - /// Every security with increments staged, which is every security this run touched. + /// Every security with rows staged, which is every security this run touched. private readonly HashSet _stagedSecurities = new(StringComparer.Ordinal); - /// - /// Amendments admitted in this archive, as (filer key, filing date), so one amendment naming - /// several CUSIPs of a security is admitted for all of them. - /// - /// Ticker and date to the security the map files say owns that ticker then, per archive. private readonly Dictionary<(string Ticker, DateTime Date), string> _tickerOwners = new(); @@ -255,6 +228,13 @@ public class SEC13FDownloader : IDisposable /// private readonly HashSet<(string Cusip, DateTime Date)> _crosswalkResolutions = new(); + /// CUSIPs and filing dates resolved through the security an option is written on. + private readonly HashSet<(string Cusip, DateTime Date)> _optionResolutions = new(); + + private long _optionSidesInferred; + private long _optionLinesByPrice; + private long _optionLinesWithoutOneMatch; + private long _debtCusipsRejected; private long _mismatchedGroups; private decimal _mismatchedValue; @@ -481,7 +461,7 @@ internal void RequirePublishedHistoryForIncrementalRun() } var published = Directory.Exists(_processedDataDirectory) - ? Directory.EnumerateFiles(_processedDataDirectory, "*.csv").Count() + ? Directory.EnumerateFiles(_processedDataDirectory, "*.zip").Count() : 0; if (published == 0) @@ -661,6 +641,7 @@ internal void ProcessArchive(Archive archive) // filing date, so entries from a window already read can never be hit again. _resolvedCusips.Clear(); _crosswalkResolutions.Clear(); + _optionResolutions.Clear(); _tickerOwners.Clear(); var path = DownloadArchive(archive); @@ -706,9 +687,6 @@ internal sealed class Submission /// The submission type as filed, 13F-HR or 13F-HR/A. public string FormType { get; init; } - /// True for a 13F-HR/A, which restates a report this filer already made. - public bool IsAmendment { get; init; } - /// /// Whether an amendment restates the whole report or only adds holdings, as the filer /// declared it on the cover page. Empty on an original filing. @@ -759,8 +737,7 @@ private Dictionary ReadSubmissions(ZipArchive zip, Archive a Cik = int.Parse(fields[columns["CIK"]], NumberStyles.Integer, CultureInfo.InvariantCulture), FilingDate = ParseSecDate(fields[columns["FILING_DATE"]], archive, "FILING_DATE"), Period = ParseSecDate(fields[columns["PERIODOFREPORT"]], archive, "PERIODOFREPORT"), - FormType = submissionType.Trim(), - IsAmendment = submissionType.EndsWith(AmendmentSubmissionTypeSuffix, StringComparison.OrdinalIgnoreCase) + FormType = submissionType.Trim() }; } @@ -819,7 +796,8 @@ private void ReadCoverPages(ZipArchive zip, Archive archive, Dictionary 0) { submission.ManagerName = name; @@ -870,6 +848,20 @@ private static string Sanitize(string value) return value.Trim().Replace(',', ' ').Replace('"', ' ').Trim(); } + private static readonly Regex OtherManagerSeparator = new(@"[,;\s]+", RegexOptions.Compiled); + + /// + /// The other managers' sequence numbers joined by semicolons. Filers separate them with + /// commas, spaces or both, and write NONE or 0 when there are none, which comes out empty. + /// + internal static string FormatOtherManagers(string value) + { + return string.Join(';', OtherManagerSeparator.Split(value.Replace('"', ' ').Trim()) + .Where(token => token.Length > 0 && token != "0" && + !token.Equals("NONE", StringComparison.OrdinalIgnoreCase) && + !token.Equals("N/A", StringComparison.OrdinalIgnoreCase))); + } + /// /// One line of one filing's information table, carried through to publication unchanged. /// Nothing is added to anything: two managers reporting the same security on the same day, @@ -890,7 +882,7 @@ internal sealed class PositionLine /// The power of ten that turns into whole dollars. public int ValueScale { get; init; } - public string PutCall { get; init; } + public string PutCall { get; set; } public string InvestmentDiscretion { get; init; } public string OtherManager { get; init; } public decimal? VotingSole { get; init; } @@ -966,8 +958,8 @@ internal Dictionary ReadInfoTable( var shareType = fields[columns["SSHPRNAMTTYPE"]].Trim(); var putCall = fields[columns["PUTCALL"]].Trim(); - var amount = ParseDecimal(fields[columns["SSHPRNAMT"]]); - var value = ParseDecimal(fields[columns["VALUE"]]); + var amount = ParseOptionalDecimal(fields[columns["SSHPRNAMT"]]); + var value = ParseOptionalDecimal(fields[columns["VALUE"]]); // Only a plain share line says anything about the unit the filing reports values in, // and only those prices are worth comparing with a close, so the crosswalk check is @@ -975,15 +967,17 @@ internal Dictionary ReadInfoTable( var isShareLine = putCall.Length == 0 && shareType.Equals("SH", StringComparison.OrdinalIgnoreCase); if (isShareLine && value > 0m && amount > 0m) { - group.SharePrices.Add((double)(value / amount)); + group.SharePrices.Add((double)(value.Value / amount.Value)); } - // The unit is detected per line, as before, but it is now recorded beside the value - // the manager reported instead of being multiplied into it. A line the detector has - // nothing to say about keeps its filing's reading. The factor runs both ways: a - // filing still in thousands after 2023 is scaled up, and a line that overstated its - // value a thousandfold is brought back down. - var scale = ScaleOf(units.Factor(accession, cusip, submission, value, amount)); + // The unit is recorded beside the value the manager reported rather than multiplied + // into it. It runs both ways: a filing still in thousands after 2023 is scaled up, and + // a line that overstated its value a thousandfold is brought back down. Only a share + // line has a price to check against the close; an option or a bond at par would land + // on a step by chance, so those keep their filing's unit. + var scale = ScaleOf(isShareLine + ? units.Factor(accession, cusip, submission, value ?? 0m, amount ?? 0m) + : units.Filing(accession)); group.Lines.Add(new PositionLine { @@ -995,10 +989,10 @@ internal Dictionary ReadInfoTable( ValueScale = scale, PutCall = Sanitize(putCall), InvestmentDiscretion = Sanitize(fields[columns["INVESTMENTDISCRETION"]]), - OtherManager = Sanitize(fields[columns["OTHERMANAGER"]]).Replace(' ', ';'), - VotingSole = ParseDecimal(fields[columns["VOTING_AUTH_SOLE"]]), - VotingShared = ParseDecimal(fields[columns["VOTING_AUTH_SHARED"]]), - VotingNone = ParseDecimal(fields[columns["VOTING_AUTH_NONE"]]) + OtherManager = FormatOtherManagers(fields[columns["OTHERMANAGER"]]), + VotingSole = ParseOptionalDecimal(fields[columns["VOTING_AUTH_SOLE"]]), + VotingShared = ParseOptionalDecimal(fields[columns["VOTING_AUTH_SHARED"]]), + VotingNone = ParseOptionalDecimal(fields[columns["VOTING_AUTH_NONE"]]) }); lines++; @@ -1123,6 +1117,9 @@ public ValueUnits(Dictionary filings, HashSet broken, _marketOffset = marketOffset; } + /// The factor decided for a whole filing, which a line with no price of its own takes. + public decimal Filing(string accession) => _filings[accession]; + /// The factor for one share line of VALUE over shares. public decimal Factor(string accession, string cusip, Submission submission, decimal value, decimal amount) { @@ -1202,9 +1199,8 @@ private static double Median(List values) } /// - /// Resolves each group to a security and queues its increment, the filings of that day only; - /// the finalize pass turns increments into running totals. Groups that resolve to nothing, - /// mostly foreign issuers, are dropped. + /// Resolves each group to a security and queues its lines for that security's file. Groups + /// that resolve to nothing, mostly foreign issuers, are dropped. /// private void EmitHoldings(Dictionary holdings) { @@ -1213,6 +1209,12 @@ private void EmitHoldings(Dictionary holdings) foreach (var (key, holding) in day) { var security = ResolveSecurity(key.Cusip, key.FilingDate); + if (security == null && OptionUnderlyings(key.Cusip).Count > 1) + { + EmitOptionLinesByPrice(key, holding); + continue; + } + var ticker = security == null ? null : ResolveTicker(security, key.FilingDate); if (string.IsNullOrWhiteSpace(ticker) || !IsFileNameSafe(ticker)) { @@ -1265,8 +1267,14 @@ private void EmitHoldings(Dictionary holdings) // original it restates rather than replacing it: deciding that a restatement // supersedes a number is a judgement about the data, and the filer already // declared which kind it is in AmendmentType for whoever wants to apply it. + var throughOption = _optionResolutions.Contains((key.Cusip, key.FilingDate)); foreach (var line in holding.Lines) { + if (throughOption) + { + InferOptionSide(key.Cusip, line); + } + Queue(security.ToString(), ticker.ToLowerInvariant(), new HoldingsRow { Time = key.FilingDate, @@ -1277,6 +1285,78 @@ private void EmitHoldings(Dictionary holdings) } } + /// + /// Gives a line under an option CUSIP the side it left empty, which would otherwise read as + /// shares of the underlying. The CUSIP states it: issue 90 is a call and 95 a put, and where + /// the line does name a side the two agree on 24,890 of 24,915 lines of the June to August + /// 2026 data set. + /// + private void InferOptionSide(string cusip, PositionLine line) + { + if (FormatPutCall(line.PutCall).Length > 0) + { + return; + } + + line.PutCall = NormalizeCusip(cusip).Substring(IssuerLength, 2) == OptionIssues[0] ? "Call" : "Put"; + _optionSidesInferred++; + } + + /// + /// How far an option line's implied price may sit from a fund's close and still name it. Tight, + /// unlike the unit check, because it has to tell the funds of one family apart, and it can be: + /// filers value the line at that close. On the March 2026 quarter half a percent gave 1,383 + /// of 2,114 lines one fund and 63 several, where three percent gave 958 and 659. + /// + private const double OptionPriceTolerance = 0.005; + + /// + /// Publishes the lines of an option CUSIP whose issuer has several equity issues, as the fund + /// families do: every iShares fund's calls share one CUSIP, so each line is resolved on its + /// own. An option line reports the value and the number of the underlying shares, so its + /// implied price is the underlying's, and the line goes to the one issue whose quarter-end + /// close it matches, in dollars or in thousands. No match, or more than one, drops the line. + /// + private void EmitOptionLinesByPrice(HoldingKey key, Holding holding) + { + var candidates = OptionUnderlyings(key.Cusip) + .Select(issue => TradingDefinition(_definitionsByCusip, issue, + BuildUnitedStatesIsin(issue + ComputeCusipCheckDigit(issue)), key.FilingDate)) + .Where(security => security != null) + .Distinct() + .Select(security => (Security: security, Close: _closePrices.Close(security, key.Period, key.FilingDate))) + .Where(candidate => candidate.Close != null) + .ToList(); + + foreach (var line in holding.Lines) + { + var matches = line.Amount > 0m && line.ReportedValue > 0m + ? candidates.Where(candidate => MatchesClose(line.ReportedValue.Value / line.Amount.Value, candidate.Close.Value)).ToList() + : []; + + var ticker = matches.Count == 1 ? ResolveTicker(matches[0].Security, key.FilingDate) : null; + if (string.IsNullOrWhiteSpace(ticker) || !IsFileNameSafe(ticker)) + { + _optionLinesWithoutOneMatch++; + _unresolvedValue += line.DollarValue; + continue; + } + + InferOptionSide(key.Cusip, line); + _optionLinesByPrice++; + _resolvedValue += line.DollarValue; + Queue(matches[0].Security.ToString(), ticker.ToLowerInvariant(), new HoldingsRow { Time = key.FilingDate, Line = line }); + } + } + + /// Whether a price is a close, stated in dollars or in thousands, within OptionPriceTolerance. + internal static bool MatchesClose(decimal price, decimal close) + { + var ratio = price / close; + return Math.Abs((double)ratio - 1) <= OptionPriceTolerance || + Math.Abs((double)ratio * 1000 - 1) <= OptionPriceTolerance; + } + /// /// The security trading under a ticker on a date per the map files, or null. It is how the /// LEAN reads a ticker file, so writing applies the same test. @@ -1379,11 +1459,17 @@ internal SecurityIdentifier ResolveSecurity(string rawCusip, DateTime tradingDat } _resolvedCusips[key] = security; + _optionResolutions.Add(key); return security; } } - _unresolvedCusips.Add(cusip); + // Several possible underlyings: its lines are resolved one by one, by price. + if (OptionUnderlyings(cusip).Count <= 1) + { + _unresolvedCusips.Add(cusip); + } + _resolvedCusips[key] = null; return null; } @@ -1477,6 +1563,12 @@ 9 when ComputeCusipCheckDigit(cusip.Substring(0, 8)) == cusip[8] => cusip.Substr /// internal static string NormalizeCusip(string cusip) { + // Anything else cannot be put in an ISIN, and one such line would stop the run there. + if (!cusip.All(char.IsAsciiLetterOrDigit)) + { + return null; + } + if (cusip.Length == 9) { return cusip; @@ -1639,6 +1731,13 @@ internal static bool IsEquityIssue(string cusip) return nine != null && char.IsDigit(nine[6]) && char.IsDigit(nine[7]); } + /// + /// Whether a CUSIP is a CINS, the form foreign issuers carry: it opens with the letter of the + /// issuer's country or region, where a US or Canadian one opens with a digit. Many trade in + /// the US all the same, as Accenture and Medtronic do, so it sorts the summary and filters nothing. + /// + internal static bool IsCins(string cusip) => cusip.Length > 0 && char.IsAsciiLetter(cusip[0]); + /// How many characters of a CUSIP name the issuer, before the issue and the check digit. private const int IssuerLength = 6; @@ -1673,13 +1772,18 @@ internal string UnderlyingOfOptionCusip(string cusip) return null; } - if (!_equityIssuesByIssuer.TryGetValue(nine.Substring(0, IssuerLength), out var issues) || - issues.Count != 1) - { - return null; - } + var issues = OptionUnderlyings(nine); + return issues.Count == 1 ? issues[0] : null; + } - return issues[0]; + /// The equity issues, as eight character CUSIPs, an option CUSIP can be written on. + internal List OptionUnderlyings(string cusip) + { + var nine = NormalizeCusip(cusip); + return nine != null && IsOptionIssue(nine) && + _equityIssuesByIssuer.TryGetValue(nine.Substring(0, IssuerLength), out var issues) + ? issues + : []; } /// @@ -1805,8 +1909,7 @@ private MapFile MapFileOf(SecurityIdentifier security) } /// - /// Queues an increment for a security, to be staged when the archive is done, summing it into - /// whatever this archive already holds for the same quarter and release date. + /// Queues a row for a security, to be staged when the archive is done. /// private void Queue(string security, string ticker, HoldingsRow row) { @@ -1846,10 +1949,8 @@ private string StagingPath(string security) } /// - /// Turns the staged increments into the running total per quarter and writes the ticker - /// files. The total is kept per security, so a quarter still filing at a rename carries on in - /// the new ticker's file. An incremental run folds in the security's published rows from - /// every ticker it traded under, and keeps the rows of other securities in a shared file. + /// Gathers the staged rows into their ticker's zip, one entry per filing date. An incremental + /// run adds its dates to a copy of the published zip. /// internal void FinalizeSecurityFiles() { @@ -1871,6 +1972,9 @@ internal void FinalizeSecurityFiles() File.AppendAllLines(Path.Combine(tickerStaging, $"{ticker.Key}.csv"), ticker.Select(entry => FormatRow(entry.Row))); } + + // Deleted as it goes: the whole history staged twice, uncompressed, is tens of gigabytes. + File.Delete(StagingPath(security)); } Directory.CreateDirectory(_destinationDirectory); @@ -1888,6 +1992,7 @@ internal void FinalizeSecurityFiles() entries += WriteSecurityZip(ticker, days); rows += days.Sum(day => day.LongCount()); + File.Delete(file); } Log.Trace($"SEC13FDownloader.FinalizeSecurityFiles(): {_stagedSecurities.Count} securities written into " + @@ -1898,21 +2003,27 @@ internal void FinalizeSecurityFiles() } /// - /// Writes one security's filing dates, as an entry per date inside its zip, and the index of - /// those dates beside it. + /// Writes one security's filing dates as an entry per date inside its zip. /// /// A zip rather than a directory of loose files because a filing date holds three lines at /// the median and one line a third of the time: as loose files the history would be eight - /// and a half million of them, whose tar headers alone outweigh the data. An incremental run - /// adds the dates it read and leaves every other entry untouched, so a day is written once. + /// and a half million of them, whose tar headers alone outweigh the data. /// private long WriteSecurityZip(string ticker, List> days) { var path = Path.Combine(_destinationDirectory, $"{ticker}.zip"); + // The destination starts empty and whatever lands in it replaces the published file, so + // an incremental run adds its dates to a copy of the published zip. Without the copy it + // would publish the security's history as this run's dates alone. + var published = Path.Combine(_processedDataDirectory, $"{ticker}.zip"); + if (_deploymentDate != null && File.Exists(published)) + { + File.Copy(published, path); + } + // Update mode only when there is a zip to update. A new one is opened in Create mode, - // which streams its entries out instead of holding the archive in memory, and which - // cannot be asked for its entries at all. + // which streams its entries out instead of holding the archive in memory. var updating = File.Exists(path); using (var zip = ZipFile.Open(path, updating ? ZipArchiveMode.Update : ZipArchiveMode.Create)) @@ -1928,7 +2039,8 @@ private long WriteSecurityZip(string ticker, List Path.GetFileNameWithoutExtension(entry.Name)) - .OrderBy(name => name, StringComparer.Ordinal)); - - return zip.Entries.Count; - } + using var written = ZipFile.OpenRead(path); + return written.Entries.Count; } /// @@ -2047,16 +2148,16 @@ private static HoldingsRow ParseRow(string line) : DateTime.ParseExact(csv[19], PeriodFormat, CultureInfo.InvariantCulture) }, TitleOfClass = csv[7], - Amount = ParseDecimal(csv[8]), + Amount = ParseOptionalDecimal(csv[8]), AmountType = csv[9], - ReportedValue = ParseDecimal(csv[10]), + ReportedValue = ParseOptionalDecimal(csv[10]), ValueScale = int.Parse(csv[11], NumberStyles.Integer, CultureInfo.InvariantCulture), PutCall = csv[12], InvestmentDiscretion = csv[13], OtherManager = csv[14], - VotingSole = ParseDecimal(csv[15]), - VotingShared = ParseDecimal(csv[16]), - VotingNone = ParseDecimal(csv[17]) + VotingSole = ParseOptionalDecimal(csv[15]), + VotingShared = ParseOptionalDecimal(csv[16]), + VotingNone = ParseOptionalDecimal(csv[17]) } }; } @@ -2071,28 +2172,27 @@ private static string FormatRow(HoldingsRow row) var line = row.Line; var submission = line.Submission; - return new StringBuilder() - .Append(row.Time.ToStringInvariant(PeriodFormat)).Append(',') - .Append(submission.Accession).Append(',') - .Append(submission.Cik.ToStringInvariant()).Append(',') - .Append(submission.Period.ToStringInvariant(PeriodFormat)).Append(',') - .Append(submission.FormType).Append(',') - .Append(submission.AmendmentType).Append(',') - .Append(submission.AmendmentNumber?.ToStringInvariant() ?? string.Empty).Append(',') - .Append(line.TitleOfClass).Append(',') - .Append(FormatValue(line.Amount ?? 0m)).Append(',') - .Append(line.AmountType).Append(',') - .Append(FormatValue(line.ReportedValue ?? 0m)).Append(',') - .Append(line.ValueScale.ToStringInvariant()).Append(',') - .Append(FormatPutCall(line.PutCall)).Append(',') - .Append(line.InvestmentDiscretion).Append(',') - .Append(line.OtherManager).Append(',') - .Append(FormatValue(line.VotingSole ?? 0m)).Append(',') - .Append(FormatValue(line.VotingShared ?? 0m)).Append(',') - .Append(FormatValue(line.VotingNone ?? 0m)).Append(',') - .Append(submission.ConfidentialOmitted ? '1' : '0').Append(',') - .Append(submission.DateReported?.ToStringInvariant(PeriodFormat) ?? string.Empty) - .ToString(); + return string.Join(',', + row.Time.ToStringInvariant(PeriodFormat), + submission.Accession, + submission.Cik.ToStringInvariant(), + submission.Period.ToStringInvariant(PeriodFormat), + submission.FormType, + submission.AmendmentType, + submission.AmendmentNumber?.ToStringInvariant(), + line.TitleOfClass, + FormatValue(line.Amount), + line.AmountType, + FormatValue(line.ReportedValue), + line.ValueScale.ToStringInvariant(), + FormatPutCall(line.PutCall), + line.InvestmentDiscretion, + line.OtherManager, + FormatValue(line.VotingSole), + FormatValue(line.VotingShared), + FormatValue(line.VotingNone), + submission.ConfidentialOmitted ? "1" : "0", + submission.DateReported?.ToStringInvariant(PeriodFormat)); } /// @@ -2148,7 +2248,11 @@ private void LogResolutionSummary() Log.Trace($"SEC13FDownloader.LogResolutionSummary(): {_resolvedByCusip} distinct CUSIPs resolved by CUSIP, " + $"{_resolvedByIsin} by constructed ISIN, {_resolvedByTicker} by the N-PORT ticker crosswalk, " + $"{_resolvedByOptionUnderlying} by the security an option is written on, " + - $"{_unresolvedCusips.Count} unresolved, {_malformedCusips} malformed"); + $"{_unresolvedCusips.Count} unresolved, {_unresolvedCusips.Count(IsCins)} of them foreign (CINS), " + + $"{_malformedCusips} malformed, " + + $"{_optionSidesInferred} option lines given the side their CUSIP states"); + Log.Trace($"SEC13FDownloader.LogResolutionSummary(): {_optionLinesByPrice} option lines of multi-issue issuers " + + $"resolved by price, {_optionLinesWithoutOneMatch} dropped for matching no single issue"); Log.Trace($"SEC13FDownloader.LogResolutionSummary(): {_unresolvedGroups} groups dropped, " + $"{_conflictingTickers} of them, {(totalValue == 0m ? 0m : 100m * _conflictingValue / totalValue).ToStringInvariant("F2")}% " + "of reported value, because the ticker belonged to another security that day, " + @@ -2158,10 +2262,11 @@ private void LogResolutionSummary() "number dropped for want of a price matching the close, " + $"{(totalValue == 0m ? 0m : 100m * _mismatchedValue / totalValue).ToStringInvariant("F2")}% of reported value together"); + // The domestic ones are the gaps worth chasing: a foreign issuer LEAN does not list is expected. if (_unresolvedCusips.Count > 0) { - Log.Trace($"SEC13FDownloader.LogResolutionSummary(): unresolved sample: " + - $"{string.Join(", ", _unresolvedCusips.Take(25))}"); + Log.Trace($"SEC13FDownloader.LogResolutionSummary(): unresolved domestic sample: " + + $"{string.Join(", ", _unresolvedCusips.Where(cusip => !IsCins(cusip)).Take(25))}"); } if (_conflictSample.Count > 0) @@ -2213,18 +2318,30 @@ private static decimal ParseDecimal(string value) return parsed; } + /// Parses a reported amount, where a blank is an absent reading rather than a zero. + private static decimal? ParseOptionalDecimal(string value) + { + return string.IsNullOrWhiteSpace(value) ? null : ParseDecimal(value); + } + /// True for the "Y" the SEC writes in its flag columns. private static bool IsYes(string value) { return value.Trim().Equals("Y", StringComparison.OrdinalIgnoreCase); } - /// Formats an amount: whole numbers without a decimal point, everything else invariant. - private static string FormatValue(decimal value) + /// + /// Formats an amount: whole numbers without a decimal point, everything else invariant, and + /// a field the filing left empty as empty, since that is not a reported zero. + /// + private static string FormatValue(decimal? value) { - return value == Math.Truncate(value) - ? ((long)value).ToStringInvariant() - : value.ToStringInvariant(); + return value switch + { + null => string.Empty, + { } whole when whole == Math.Truncate(whole) => ((long)whole).ToStringInvariant(), + _ => value.Value.ToStringInvariant() + }; } /// diff --git a/DataProcessing/SEC13FEdgarDay.cs b/DataProcessing/SEC13FEdgarDay.cs index 7f3c569..c33fb4d 100644 --- a/DataProcessing/SEC13FEdgarDay.cs +++ b/DataProcessing/SEC13FEdgarDay.cs @@ -54,10 +54,24 @@ internal sealed class Filing public DateTime Period { get; init; } public bool ConfidentialOmitted { get; init; } - /// INFOTABLE rows: CUSIP, VALUE, SSHPRNAMT, SSHPRNAMTTYPE, PUTCALL, VOTING_AUTH_SOLE, VOTING_AUTH_SHARED. + /// The cover page: the manager's name and what an amendment declares about itself. + public string ManagerName { get; init; } + public string AmendmentNumber { get; init; } + public string AmendmentType { get; init; } + public DateTime? DateReported { get; init; } + + /// INFOTABLE rows, in the order of . public List Lines { get; } = new(); } + private static readonly string[] LineColumns = + [ + "CUSIP", "TITLEOFCLASS", "VALUE", "SSHPRNAMT", "SSHPRNAMTTYPE", "PUTCALL", "INVESTMENTDISCRETION", + "OTHERMANAGER", "VOTING_AUTH_SOLE", "VOTING_AUTH_SHARED", "VOTING_AUTH_NONE" + ]; + + private const string XmlDateFormat = "MM-dd-yyyy"; + /// The name a day's archive is cached and logged under. public static string ArchiveName(DateTime day) => $"edgar-{day.ToString(DateFormat.EightCharacter, CultureInfo.InvariantCulture)}_form13f.zip"; @@ -81,7 +95,8 @@ public static string Build(DateTime day, string directory, Func(entries.Count); foreach (var entry in entries) { @@ -106,8 +121,8 @@ public static string Build(DateTime day, string directory, Func - /// Reads one full submission file: the period and confidential treatment flag from the - /// primary document, and every line of its information tables. The form type, filer and + /// Reads one full submission file: the period, the cover page and the confidential treatment + /// flag from the primary document, and every line of its information tables. The form type, filer and /// filing date come from the index, as they do in the data sets. /// internal static Filing ParseFiling(SECEdgarIndex.Entry entry, string text) @@ -146,8 +161,16 @@ internal static Filing ParseFiling(SECEdgarIndex.Entry entry, string text) SubmissionType = entry.FormType, Cik = entry.Cik, Filed = entry.Filed, - Period = DateTime.ParseExact(period, "MM-dd-yyyy", CultureInfo.InvariantCulture), - ConfidentialOmitted = IsTrue(Value(primary, "isConfidentialOmitted")) + Period = DateTime.ParseExact(period, XmlDateFormat, CultureInfo.InvariantCulture), + ConfidentialOmitted = IsTrue(Value(primary, "isConfidentialOmitted")), + + // Scoped to the filing manager: the signature and the other managers carry a name too. + ManagerName = SECEdgarIndex.Elements(primary, "filingManager") + .Select(manager => Value(manager, "name")).FirstOrDefault(), + AmendmentNumber = Value(primary, "amendmentNo"), + AmendmentType = Value(primary, "amendmentType"), + DateReported = DateTime.TryParseExact(Value(primary, "dateReported"), XmlDateFormat, + CultureInfo.InvariantCulture, DateTimeStyles.None, out var reported) ? reported : null }; foreach (var line in tables.SelectMany(table => SECEdgarIndex.Elements(table, "infoTable"))) @@ -155,24 +178,29 @@ internal static Filing ParseFiling(SECEdgarIndex.Entry entry, string text) filing.Lines.Add(new[] { Value(line, "cusip"), + Value(line, "titleOfClass"), Value(line, "value"), Value(line, "sshPrnamt"), Value(line, "sshPrnamtType"), Value(line, "putCall"), + Value(line, "investmentDiscretion"), + Value(line, "otherManager"), Value(line, "Sole"), - Value(line, "Shared") + Value(line, "Shared"), + Value(line, "None") }); } return filing; } - /// Writes the three tables the processor reads, in the data sets' layout. + /// Writes the four tables the processor reads, in the data sets' layout. internal static void WriteArchive(Stream stream, IEnumerable filings) { var submissions = new StringBuilder("ACCESSION_NUMBER\tFILING_DATE\tSUBMISSIONTYPE\tCIK\tPERIODOFREPORT\n"); var summaries = new StringBuilder("ACCESSION_NUMBER\tISCONFIDENTIALOMITTED\n"); - var lines = new StringBuilder("ACCESSION_NUMBER\tCUSIP\tVALUE\tSSHPRNAMT\tSSHPRNAMTTYPE\tPUTCALL\tVOTING_AUTH_SOLE\tVOTING_AUTH_SHARED\n"); + var covers = new StringBuilder("ACCESSION_NUMBER\tAMENDMENTNO\tAMENDMENTTYPE\tDATEREPORTED\tFILINGMANAGER_NAME\n"); + var lines = new StringBuilder("ACCESSION_NUMBER\t").AppendJoin('\t', LineColumns).Append('\n'); foreach (var filing in filings) { @@ -180,6 +208,9 @@ internal static void WriteArchive(Stream stream, IEnumerable filings) filing.Filed.ToString("yyyy-MM-dd", CultureInfo.InvariantCulture), filing.SubmissionType, filing.Cik.ToString(CultureInfo.InvariantCulture), filing.Period.ToString("yyyy-MM-dd", CultureInfo.InvariantCulture))).Append('\n'); summaries.Append(filing.Accession).Append('\t').Append(filing.ConfidentialOmitted ? "Y" : "N").Append('\n'); + covers.Append(string.Join('\t', filing.Accession, Clean(filing.AmendmentNumber), Clean(filing.AmendmentType), + filing.DateReported?.ToString("yyyy-MM-dd", CultureInfo.InvariantCulture) ?? string.Empty, + Clean(filing.ManagerName))).Append('\n'); foreach (var line in filing.Lines) { @@ -194,7 +225,7 @@ internal static void WriteArchive(Stream stream, IEnumerable filings) } using var zip = new ZipArchive(stream, ZipArchiveMode.Create, leaveOpen: true); - foreach (var (name, content) in new[] { ("SUBMISSION.tsv", submissions), ("SUMMARYPAGE.tsv", summaries), ("INFOTABLE.tsv", lines) }) + foreach (var (name, content) in new[] { ("SUBMISSION.tsv", submissions), ("SUMMARYPAGE.tsv", summaries), ("COVERPAGE.tsv", covers), ("INFOTABLE.tsv", lines) }) { using var writer = new StreamWriter(zip.CreateEntry(name, CompressionLevel.Optimal).Open()); writer.Write(content.ToString()); diff --git a/DataProcessing/SECIssuerResolver.cs b/DataProcessing/SECIssuerResolver.cs deleted file mode 100644 index 3ce9a58..0000000 --- a/DataProcessing/SECIssuerResolver.cs +++ /dev/null @@ -1,190 +0,0 @@ -/* - * QUANTCONNECT.COM - Democratizing Finance, Empowering Individuals. - * Lean Algorithmic Trading Engine v2.0. Copyright 2014 QuantConnect Corporation. - * - * Licensed under the Apache License, Version 2.0 (the "License"); - * you may not use this file except in compliance with the License. - * You may obtain a copy of the License at http://www.apache.org/licenses/LICENSE-2.0 - * - * Unless required by applicable law or agreed to in writing, software - * distributed under the License is distributed on an "AS IS" BASIS, - * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. - * See the License for the specific language governing permissions and - * limitations under the License. -*/ - -using System; -using System.Collections.Generic; -using System.Globalization; -using System.IO; -using System.Linq; -using System.Text.RegularExpressions; -using QuantConnect.Data.Auxiliary; -using QuantConnect.Interfaces; -using QuantConnect.Lean.Engine.DataFeeds; -using QuantConnect.Securities; - -namespace QuantConnect.DataProcessing -{ - /// - /// Resolves a company named by its SEC CIK and a CUSIP to the equity that traded on a date, and - /// the ticker it traded under then, which names its file. The CIK and CUSIP columns come from the - /// security database, which QuantConnect keeps wherever the job runs. - /// - internal sealed class SECIssuerResolver - { - private readonly IMapFileProvider _mapFileProvider; - private readonly Dictionary> _securitiesByCik; - private readonly Dictionary> _securitiesByCusip; - private readonly Dictionary _mapFiles = new(); - private readonly Dictionary<(string Ticker, DateTime Date), SecurityIdentifier> _tickerOwners = new(); - - /// Filings resolved by CIK, by CUSIP, and not at all, for the run summary. - public long ResolvedByCik { get; private set; } - public long ResolvedByCusip { get; private set; } - public long Unresolved { get; private set; } - - /// - /// Loads the security database's CIK column from the data folder. A data folder without the - /// database, as in the unit tests, leaves only the ticker path. - /// - public SECIssuerResolver(IMapFileProvider mapFileProvider = null) - { - _mapFileProvider = mapFileProvider; - if (_mapFileProvider == null) - { - // Zip, not disk: the security master ships map_files_.zip, and the disk - // provider only sees loose csv files, so it would resolve almost nothing without failing. - _mapFileProvider = new LocalZipMapFileProvider(); - _mapFileProvider.Initialize(new DefaultDataProvider()); - } - - var securityDatabasePath = Path.Combine(Globals.GetDataFolderPath("symbol-properties"), "security-database.csv"); - SecurityDefinition.TryRead(new DefaultDataProvider(), securityDatabasePath, out var definitions); - - definitions ??= new List(); - _securitiesByCik = definitions - .Where(definition => definition.CIK.HasValue) - .GroupBy(definition => definition.CIK.Value) - .ToDictionary(group => group.Key, group => group.ToList()); - _securitiesByCusip = definitions - .Where(definition => CusipBody(definition.CUSIP) != null) - .GroupBy(definition => CusipBody(definition.CUSIP), StringComparer.OrdinalIgnoreCase) - .ToDictionary(group => group.Key, group => group.ToList(), StringComparer.OrdinalIgnoreCase); - } - - /// - /// Resolves the subject of a filing that names its security by CUSIP rather than by ticker, as - /// Schedules 13D and 13G do. The CIK decides the company and the CUSIP only picks the class - /// among its listings: a CUSIP pointing at another company is an error in the filing, such as - /// the filings on Spotify and Recursion that carry Ginkgo Bioworks' CUSIP. The CUSIP alone is - /// tried only for a CIK the security database does not carry. - /// - public (SecurityIdentifier Security, string Ticker)? ResolveByCusip(int cik, string cusip, DateTime date) - { - var body = CusipBody(cusip); - - if (_securitiesByCik.TryGetValue(cik, out var definitions)) - { - var trading = Trading(definitions, date); - if (trading.Count > 1 && body != null) - { - trading = trading.Where(candidate => string.Equals(CusipBody(candidate.Definition.CUSIP), body, StringComparison.OrdinalIgnoreCase)).ToList(); - } - - if (trading.Count == 1) - { - ResolvedByCik++; - return (trading[0].Definition.SecurityIdentifier, trading[0].Ticker.ToLowerInvariant()); - } - - Unresolved++; - return null; - } - - if (body != null && _securitiesByCusip.TryGetValue(body, out definitions)) - { - var trading = Trading(definitions, date); - if (trading.Count == 1) - { - ResolvedByCusip++; - return (trading[0].Definition.SecurityIdentifier, trading[0].Ticker.ToLowerInvariant()); - } - } - - Unresolved++; - return null; - } - - /// The database rows trading under their own ticker on a date, one per security. - private List<(SecurityDefinition Definition, string Ticker)> Trading(IEnumerable definitions, DateTime date) - { - return definitions - .Select(definition => (Definition: definition, Ticker: TickerOf(definition.SecurityIdentifier, date))) - .Where(candidate => candidate.Ticker != null && Equals(TickerOwner(candidate.Ticker, date), candidate.Definition.SecurityIdentifier)) - .GroupBy(candidate => candidate.Definition.SecurityIdentifier) - .Select(group => group.First()) - .ToList(); - } - - /// The eight character body of a CUSIP, the form the security database stores, or null. - internal static string CusipBody(string cusip) - { - var value = cusip?.Trim().Replace("-", "").Replace(" ", ""); - return value != null && (value.Length == 8 || value.Length == 9) && value.All(char.IsLetterOrDigit) - ? value.Substring(0, 8).ToUpperInvariant() - : null; - } - - /// - /// The ticker a security traded under on a date, or null when its map file does not cover it. - /// No fallback to the last ticker: by then it can belong to another company. - /// - private string TickerOf(SecurityIdentifier security, DateTime date) - { - if (!_mapFiles.TryGetValue(security, out var mapFile)) - { - _mapFiles[security] = mapFile = _mapFileProvider - .Get(AuxiliaryDataKey.Create(security)) - .ResolveMapFile(security.Symbol, security.Date); - } - - if (mapFile == null || !mapFile.Any() || date < mapFile.FirstDate || date > mapFile.DelistingDate) - { - return null; - } - - var ticker = mapFile.GetMappedSymbol(date, null); - return string.IsNullOrEmpty(ticker) ? null : ticker; - } - - /// The security trading under a ticker on a date per the map files, or null. - private SecurityIdentifier TickerOwner(string ticker, DateTime date) - { - var key = (ticker.ToUpperInvariant(), date.Date); - if (!_tickerOwners.TryGetValue(key, out var owner)) - { - var mapFile = _mapFileProvider - .Get(new AuxiliaryDataKey(Market.USA, SecurityType.Equity)) - .ResolveMapFile(key.Item1, key.Item2); - - _tickerOwners[key] = owner = mapFile.Any() && date >= mapFile.FirstDate && date <= mapFile.DelistingDate - && string.Equals(mapFile.GetMappedSymbol(date, null), key.Item1, StringComparison.OrdinalIgnoreCase) - ? SecurityIdentifier.GenerateEquity(mapFile.FirstDate, mapFile.FirstTicker, Market.USA) - : null; - } - - return owner; - } - - /// A summary line for the run log. - public string Summary() - { - var total = ResolvedByCik + ResolvedByCusip + Unresolved; - return total == 0 - ? "no filings resolved" - : string.Format(CultureInfo.InvariantCulture, "{0} filings: {1} by CIK, {2} by CUSIP, {3} unresolved ({4:P1})", - total, ResolvedByCik, ResolvedByCusip, Unresolved, (double)Unresolved / total); - } - } -} diff --git a/DataProcessing/SECProcessingContext.cs b/DataProcessing/SECProcessingContext.cs new file mode 100644 index 0000000..4183d45 --- /dev/null +++ b/DataProcessing/SECProcessingContext.cs @@ -0,0 +1,101 @@ +/* + * QUANTCONNECT.COM - Democratizing Finance, Empowering Individuals. + * Lean Algorithmic Trading Engine v2.0. Copyright 2014 QuantConnect Corporation. + * + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. +*/ + +using System; +using System.Globalization; +using System.IO; +using QuantConnect.Configuration; +using QuantConnect.Logging; + +namespace QuantConnect.DataProcessing +{ + /// + /// What the job hands every SEC dataset alike: the date it runs for and the folders it reads + /// and writes, from the environment and config keys the data fleet sets. + /// + /// The date the run is for, or null when it rebuilds the whole history + /// The temp-output-directory, which the job hands over empty and publishes + internal sealed record SECProcessingContext(DateTime? DeploymentDate, string OutputRoot) + { + private const string DeploymentDateVariable = "QC_DATAFLEET_DEPLOYMENT_DATE"; + private const string VendorName = "sec"; + + /// Where the SEC datasets are written: {temp-output-directory}/alternative/sec. + public string OutputDirectory => VendorFolder(OutputRoot); + + /// + /// The published SEC data an incremental run builds on. Not the output, which arrives empty. + /// + public string ProcessedDirectory { get; } = VendorFolder(Config.Get("processed-data-directory", Globals.DataFolder)); + + /// + /// Where downloads land. The job archives this folder after every run but does not restore + /// it before the next. + /// + public string RawDirectory { get; } = VendorFolder(Config.Get("raw-data-folder", "/raw")); + + /// + /// Reads the context, or logs why it cannot. A missing date is a misconfigured job rather + /// than a request for the whole history, which a dataset that supports it is asked for by + /// name with . + /// + /// The config key that asks the dataset for a full rebuild, or null when it has none + /// The context, whose date is null when the run rebuilds the whole history + /// True when the date is well formed, or absent with the rebuild asked for + public static bool TryCreate(string rebuildHistoryKey, out SECProcessingContext context) + { + context = null; + if (!TryParseDeploymentDate(rebuildHistoryKey, out var deploymentDate)) + { + return false; + } + + context = new SECProcessingContext(deploymentDate, Config.Get("temp-output-directory", "/temp-output-directory")); + return true; + } + + internal static bool TryParseDeploymentDate(string rebuildHistoryKey, out DateTime? deploymentDate) + { + deploymentDate = null; + + var raw = Environment.GetEnvironmentVariable(DeploymentDateVariable); + if (string.IsNullOrWhiteSpace(raw)) + { + if (rebuildHistoryKey != null && Config.GetBool(rebuildHistoryKey)) + { + return true; + } + + Log.Error($"SECProcessingContext.TryParseDeploymentDate(): {DeploymentDateVariable} is not set" + + (rebuildHistoryKey == null ? string.Empty : $". Set it, or set \"{rebuildHistoryKey}\": true to rebuild the whole history")); + return false; + } + + // A malformed date must not quietly become a full history run: that would turn a daily + // job into a complete refetch of five gigabytes without anyone noticing. + if (!DateTime.TryParseExact(raw.Trim(), "yyyyMMdd", CultureInfo.InvariantCulture, + DateTimeStyles.None, out var parsed)) + { + Log.Error($"SECProcessingContext.TryParseDeploymentDate(): {DeploymentDateVariable} '{raw}' is not yyyyMMdd"); + return false; + } + + deploymentDate = parsed; + return true; + } + + private static string VendorFolder(string root) => Path.Combine(root, "alternative", VendorName); + } +} diff --git a/README.md b/README.md index 073f8e4..2c16e8e 100644 --- a/README.md +++ b/README.md @@ -1,5 +1,61 @@ -# Lean.DataSource.QuiverWallStreetBets -Example production implementation for our data marketplace Quiver Quantitative WallStreetBets dataset. +# Lean.DataSource.SEC -# Implementing your own data source -To learn more about implementing your own data source for our marketplace, visit the [LeanDataSdk](https://github.com/QuantConnect/LeanDataSdk) repository for more information. +LEAN data sources built from U.S. Securities and Exchange Commission filings, for the QuantConnect +data marketplace. + +| Dataset | Data classes | Files | +|---|---|---| +| SEC Reports: 10-K, 10-Q and 8-K filings | `SECReport10K`, `SECReport10Q`, `SECReport8K` | `alternative/sec//_.zip` | +| SEC Whales: Form 13F institutional holdings, every position as its manager filed it | `SEC13FHoldings`, a collection of `SEC13FHolding` | `alternative/sec/13f/.zip`, one entry per filing date, and `managers.csv` | + +`SEC13FAlgorithm` and the `SECReport*Algorithm` files are the demonstration algorithms, in C# and +Python. The `listing-*.md` files are the marketplace listings. + +## Processing + +`DataProcessing` builds `process.dll`, which runs one dataset per invocation, chosen with the +`dataset-name` config key: `reports` (the default) or `13f`. + +Both read the same environment and config: + +| Key | Meaning | +|---|---| +| `QC_DATAFLEET_DEPLOYMENT_DATE` (environment) | The date the run is for, `yyyyMMdd` | +| `temp-output-directory` | Where the output is written; it must start empty | +| `processed-data-directory` | The published data an incremental 13F run adds to; defaults to the data folder | +| `raw-data-folder` | Where downloads are kept | +| `sec-user-agent-company-name`, `sec-user-agent-company-email` | The User-Agent the SEC asks automated readers for | +| `sec-requests-per-second` | Request rate against the SEC, 10 at most | + +### Form 13F + +With a deployment date the run reads that day's filings from EDGAR's daily index, and any of the +ten days before it whose index came late, and adds them to the published history. Without one, and +with `sec-13f-rebuild-history` set to `true`, it rebuilds the whole history: the SEC's Form 13F data +sets from 2013 as far as they reach, then EDGAR day by day. A full rebuild takes about an hour, +3 GB of downloads, 4 GB of output and some 10 GB of temporary disk. + +The 13F run depends on three things in the LEAN data folder, none of which it downloads: + +| Data | Path under the data folder | Used for | +|---|---|---| +| Map files | `equity/usa/map_files/map_files_.zip` | The ticker a security traded under on a filing date, which names its file. The zip is required: the run fails without one | +| Security database | `symbol-properties/security-database.csv` | Resolving a reported CUSIP, and the ISIN built from it, to a security. Without it only the N-PORT crosswalk resolves anything, and coverage falls from about 98 to 88 percent of reported value | +| Coarse universe files | `equity/usa/fundamental/coarse/.csv` | The close of each quarter's last trading day, from 2012. It decides whether a filing states values in dollars or thousands, vets the N-PORT crosswalk matches, and picks the fund an option on a fund family is written on. Only the quarter-end days are read, up to seven days back. Without them the run logs an error and falls back to the SEC's unit rule for the filing date | + +The CUSIP to ticker crosswalk comes from the SEC's Form N-PORT data sets. It is downloaded once, +about 1.8 GB, and then kept beside the output as `nport-crosswalk.txt`. + +## Tests + +``` +dotnet build tests/Tests.csproj +dotnet test tests/Tests.csproj +``` + +`SEC13FPilotTests` is explicit: it runs the processor over a folder of SEC 13F tables named by +`SEC13F_PILOT_RAW`, against the LEAN data folder named by `SEC13F_PILOT_DATA`. + +## Implementing your own data source + +See the [LeanDataSdk](https://github.com/QuantConnect/LeanDataSdk) repository. diff --git a/SEC13FAlgorithm.cs b/SEC13FAlgorithm.cs index 1674213..2b785a3 100644 --- a/SEC13FAlgorithm.cs +++ b/SEC13FAlgorithm.cs @@ -13,66 +13,59 @@ * limitations under the License. */ +using System; using System.Linq; using System.Collections.Generic; using QuantConnect.Data; using QuantConnect.Orders; using QuantConnect.Algorithm; +using QuantConnect.Algorithm.Framework.Portfolio; using QuantConnect.DataSource; namespace QuantConnect.DataLibrary.Tests { /// /// Example algorithm using the SEC Form 13F institutional holdings dataset as a source of alpha. - /// It subscribes the dataset on three large, long-listed US equities and reads the individual - /// positions managers reported on each, then holds the name the most managers report. + /// It follows one manager, Pershing Square, through seven of the names it reports: it holds + /// them all when the first quarter arrives, and from then on only those the manager added to. /// - /// The dataset publishes what each manager filed and nothing else, so the breadth this trades - /// on is counted here, in the algorithm: a point is every position reported for the security on - /// one filing date, and distinct managers are distinct CIKs among them. Counting rather than - /// reading a published total is the whole shape of the dataset, since no filing states how many - /// managers hold a name. + /// The dataset publishes what each manager filed and nothing else, so the change this trades on + /// is worked out here: a point is every position reported for the security on one filing date, + /// the manager's lines are picked out by CIK, and the quarter they describe is PeriodEnd. /// /// The 13F symbols returned by AddData are signals, not tradeable securities, so every name is /// added twice: once as the tradeable equity and once as the custom data subscribed on it. /// public class SEC13FAlgorithm : QCAlgorithm { - /// Tradeable equity symbol, keyed by the 13F data symbol subscribed on it. - private readonly Dictionary _equityByDataSymbol = new Dictionary(); - /// - /// Managers seen reporting each equity for the quarter being accumulated, by filer CIK. - /// A manager files once per quarter, on a day of its own choosing, so breadth is built up - /// across filing dates rather than read off any single one. + /// Pershing Square Capital Management, and Pershing Square Inc., which has reported the same + /// positions since the June 2026 quarter while the former files only a notice. A manager is + /// followed by CIK, and a change of reporting entity is a change of CIK. /// - private readonly Dictionary> _managersByEquity = new Dictionary>(); + private static readonly HashSet Managers = [1336528, 2026053]; + + /// The shares the manager reported for each equity, by the quarter they describe. + private readonly Dictionary> _sharesByEquity = []; - private Symbol _invested; + private bool _rebalance; /// /// Initialise the data and resolution required, as well as the cash and start-end dates. /// public override void Initialize() { - // The dataset runs 2013-05-20 to 2026-05-29, which is where the SEC's structured 13F - // tables begin. This window sits inside it and holds one whole quarterly cycle: the - // September 2020 quarter fills in from a handful of managers in early October to - // thousands by the middle of November, while the June quarter it replaces finishes. - SetStartDate(2020, 10, 1); - SetEndDate(2020, 12, 31); + // Two filings fall in this window: the March 2026 quarter, filed on 15 May, and the June + // quarter, filed on 14 August. Each reaches the algorithm at midnight after its filing date. + SetStartDate(2026, 5, 1); + SetEndDate(2026, 8, 31); SetCash(100000); - // AAPL is one of the names whose identity chain was validated against published - // institutional ownership. GOOGL is here on purpose too: its CUSIP is not in the - // security database, so it is reachable only through the N-PORT ticker crosswalk, and - // seeing it arrive proves the whole chain rather than just its first step. - foreach (var ticker in new[] { "AAPL", "GOOGL", "SPY" }) + foreach (var ticker in new[] { "META", "UBER", "QSR", "MSFT", "BN", "HTZ", "AMZN" }) { var equity = AddEquity(ticker, Resolution.Daily).Symbol; - var dataSymbol = AddData(equity).Symbol; - _equityByDataSymbol[dataSymbol] = equity; - _managersByEquity[equity] = new HashSet(); + AddData(equity); + _sharesByEquity[equity] = []; } } @@ -82,55 +75,64 @@ public override void Initialize() /// Slice object keyed by symbol containing the data public override void OnData(Slice slice) { - foreach (var kvp in _equityByDataSymbol) + foreach (var (dataSymbol, point) in slice.Get()) { - if (!slice.ContainsKey(kvp.Key)) + // The data symbol carries the equity it was subscribed on as its underlying. + var equity = dataSymbol.Underlying; + + // One point per filing date, carrying every position every manager reported for the + // security that day. An amendment would restate lines already counted and an option + // line states the shares under the contracts, so both are left out of the share count. + foreach (var holding in point.OfType().Where(holding => + Managers.Contains(holding.ManagerCik) && holding.FormType == "13F-HR" && + holding.AmountType == "SH" && !holding.PutCall.HasValue)) { - continue; + var shares = _sharesByEquity[equity]; + shares[holding.PeriodEnd] = shares.GetValueOrDefault(holding.PeriodEnd) + (holding.Amount ?? 0); + _rebalance = true; + + Log($"{Time:yyyy-MM-dd} {equity.Value} - {holding.ManagerName} reports {holding.Amount:N0} shares, " + + $"{holding.MarketValue:C0}, for {holding.PeriodEnd:yyyy-MM-dd}"); } + } - // One point per filing date, carrying every position reported for the security that - // day. Several managers file on the same day and a single manager can report the - // security on more than one line, which the rules allow when the discretion - // differs, so records outnumber managers. - SEC13FHoldings point = slice[kvp.Key]; - var equity = kvp.Value; + // A 13F point arrives at midnight the day after its filing date, which is not + // necessarily a day the equities print a bar, so the orders wait for prices. + if (!_rebalance || slice.Bars.Count == 0) + { + return; + } - foreach (SEC13FHolding holding in point) - { - // PeriodEnd is the quarter the position describes, typically 45 to 135 days - // before the filing date the point is stamped with. Option lines state the - // shares underlying the contracts and are left out of a share count. - Log($"{Time:yyyy-MM-dd} {equity.Value} - CIK {holding.ManagerCik} for {holding.PeriodEnd:yyyy-MM-dd}: " + - $"{holding.Amount} {holding.AmountType}, {holding.MarketValue:C0}{(holding.PutCall.HasValue ? $" ({holding.PutCall})" : "")}"); - - if (!holding.PutCall.HasValue && holding.AmountType == "SH") - { - _managersByEquity[equity].Add(holding.ManagerCik); - } - } + _rebalance = false; + + // The manager's trades, which no filing states: the change between two reported quarters. + foreach (var (equity, shares) in _sharesByEquity.Where(kvp => kvp.Value.Count > 1)) + { + var (previous, latest) = (shares.Values.ElementAt(shares.Count - 2), shares.Values.Last()); + Log($"{Time:yyyy-MM-dd} {equity.Value}: {previous:N0} -> {latest:N0} shares ({latest / previous - 1:+0.0%;-0.0%}) " + + $"between {shares.Keys.ElementAt(shares.Count - 2):yyyy-MM-dd} and {shares.Keys.Last():yyyy-MM-dd}"); } - // Hold the name the most managers report. Rebalancing only when the leader changes keeps - // the demo down to a handful of orders. - var leader = _managersByEquity + // With one quarter known, hold what the manager holds. With two, hold what it added to. + var selected = _sharesByEquity .Where(kvp => kvp.Value.Count > 0) - .OrderByDescending(kvp => kvp.Value.Count) - .ThenBy(kvp => kvp.Key.Value) + .Where(kvp => + { + var quarters = kvp.Value.Values.ToList(); + return quarters.Count == 1 ? quarters[0] > 0 : quarters[^1] > quarters[^2]; + }) .Select(kvp => kvp.Key) - .FirstOrDefault(); + .ToList(); - // A 13F point arrives at midnight the day after its filing date, which is not - // necessarily a day the equity prints a bar, so the order waits for a price rather than - // firing against a stale one. - if (leader == null || leader == _invested || !slice.Bars.ContainsKey(leader)) + if (selected.Count == 0) { + Liquidate(); return; } - _invested = leader; - Log($"{Time:yyyy-MM-dd} most widely held name is now {leader.Value}, rotating into it"); - SetHoldings(leader, 1, liquidateExistingHoldings: true); + Log($"{Time:yyyy-MM-dd} holding {string.Join(", ", selected.Select(symbol => symbol.Value))}"); + SetHoldings(selected.Select(symbol => new PortfolioTarget(symbol, 1m / selected.Count)).ToList(), + liquidateExistingHoldings: true); } /// diff --git a/SEC13FAlgorithm.py b/SEC13FAlgorithm.py index f7c22fd..bf66d15 100644 --- a/SEC13FAlgorithm.py +++ b/SEC13FAlgorithm.py @@ -17,107 +17,88 @@ class SEC13FAlgorithm(QCAlgorithm): '''Example algorithm using the SEC Form 13F institutional holdings dataset as a source of alpha. - It subscribes the dataset on three large, long-listed US equities and reads the individual - positions managers reported on each, then holds the name the most managers report. + It follows one manager, Pershing Square, through seven of the names it reports: it holds them + all when the first quarter arrives, and from then on only those the manager added to. - The dataset publishes what each manager filed and nothing else, so the breadth this trades on is - counted here, in the algorithm: a point is every position reported for the security on one - filing date, and distinct managers are distinct CIKs among them. Counting rather than reading a - published total is the whole shape of the dataset, since no filing states how many managers hold - a name. + The dataset publishes what each manager filed and nothing else, so the change this trades on is + worked out here: a point is every position reported for the security on one filing date, the + manager's lines are picked out by CIK, and the quarter they describe is period_end. The 13F symbols returned by add_data are signals, not tradeable securities, so every name is added twice: once as the tradeable equity and once as the custom data subscribed on it.''' + # Pershing Square Capital Management, and Pershing Square Inc., which has reported the same + # positions since the June 2026 quarter while the former files only a notice. A manager is + # followed by CIK, and a change of reporting entity is a change of CIK. + MANAGERS = {1336528, 2026053} + def initialize(self) -> None: - # The dataset runs 2013-05-20 to 2026-05-29, which is where the SEC's structured 13F - # tables begin. This window sits inside it and holds one whole quarterly cycle: the - # September 2020 quarter fills in from a handful of managers in early October to - # thousands by the middle of November, while the June quarter it replaces finishes. - self.set_start_date(2020, 10, 1) - self.set_end_date(2020, 12, 31) + # Two filings fall in this window: the March 2026 quarter, filed on 15 May, and the June + # quarter, filed on 14 August. Each reaches the algorithm at midnight after its filing date. + self.set_start_date(2026, 5, 1) + self.set_end_date(2026, 8, 31) self.set_cash(100000) - # Tradeable equity symbol, keyed by the 13F data symbol subscribed on it. - self._equity_by_data_symbol = {} - - # Managers seen reporting each equity, by filer CIK. A manager files once per quarter, on a - # day of its own choosing, so breadth is built up across filing dates rather than read off - # any single one. - self._managers_by_equity = {} - - # Shares reported per equity, and how many records the run read, so the end of the - # algorithm can state what the dataset actually delivered. + # The shares the manager reported for each equity, by the quarter they describe. self._shares_by_equity = {} - self._positions = 0 - self._option_lines = 0 - self._invested = None + self._rebalance = False - # AAPL is one of the names whose identity chain was validated against published - # institutional ownership. GOOGL is here on purpose too: its CUSIP is not in the security - # database, so it is reachable only through the N-PORT ticker crosswalk, and seeing it - # arrive proves the whole chain rather than just its first step. - for ticker in ["AAPL", "GOOGL", "SPY"]: + for ticker in ["META", "UBER", "QSR", "MSFT", "BN", "HTZ", "AMZN"]: equity = self.add_equity(ticker, Resolution.DAILY).symbol - data_symbol = self.add_data(SEC13FHoldings, equity).symbol - self._equity_by_data_symbol[data_symbol] = equity - self._managers_by_equity[equity] = set() - self._shares_by_equity[equity] = 0 + self.add_data(SEC13FHoldings, equity) + self._shares_by_equity[equity] = {} def on_data(self, slice: Slice) -> None: - # One point per security per filing date, carrying every position reported for it that day. - # Several managers file on the same day and a single manager can report the security on more - # than one line, which the rules allow when the discretion differs, so records outnumber - # managers. - for data_symbol, holdings in slice.get(SEC13FHoldings).items(): - equity = self._equity_by_data_symbol[data_symbol] - - for holding in holdings: - # period_end is the quarter the position describes, typically 45 to 135 days before - # the filing date the point is stamped with. reported_value is the number the - # manager filed and value_scale the power of ten that turns it into dollars, which - # market_value applies; a filing that withheld the value leaves all three None. - self._positions += 1 - if self._positions <= 5: - value = "withheld" if holding.market_value is None else f"{holding.market_value:,.0f} USD" - self.log(f"{self.time:%Y-%m-%d} {equity.value} - CIK {holding.manager_cik} " - f"for {holding.period_end:%Y-%m-%d} on {holding.form_type}: " - f"{holding.amount} {holding.amount_type}, {value}, " - f"discretion {holding.investment_discretion}, put_call {holding.put_call}") - - # Option lines state the shares underlying the contracts, not a holding of the - # security, so they are counted apart rather than added to the share count. - if holding.put_call is not None: - self._option_lines += 1 - elif holding.amount_type == "SH": - self._managers_by_equity[equity].add(holding.manager_cik) - self._shares_by_equity[equity] += holding.amount or 0 - - # Hold the name the most managers report. Rebalancing only when the leader changes keeps the - # demo down to a handful of orders. - reported = {equity: ciks for equity, ciks in self._managers_by_equity.items() if ciks} - if not reported: + for data_symbol, point in slice.get(SEC13FHoldings).items(): + # The data symbol carries the equity it was subscribed on as its underlying. + equity = data_symbol.underlying + + # One point per filing date, carrying every position every manager reported for the + # security that day. An amendment would restate lines already counted and an option + # line states the shares under the contracts, so both are left out of the share count. + for holding in point: + if (holding.manager_cik not in self.MANAGERS or holding.form_type != "13F-HR" + or holding.amount_type != "SH" or holding.put_call is not None): + continue + + shares = self._shares_by_equity[equity] + shares[holding.period_end] = shares.get(holding.period_end, 0) + (holding.amount or 0) + self._rebalance = True + + self.log(f"{self.time:%Y-%m-%d} {equity.value} - {holding.manager_name} reports " + f"{holding.amount:,.0f} shares, {holding.market_value:,.0f} USD, " + f"for {holding.period_end:%Y-%m-%d}") + + # A 13F point arrives at midnight the day after its filing date, which is not necessarily + # a day the equities print a bar, so the orders wait for prices. + if not self._rebalance or slice.bars.count == 0: return - leader = sorted(reported.items(), key=lambda kvp: (-len(kvp[1]), kvp[0].value))[0][0] + self._rebalance = False - # A 13F point arrives at midnight the day after its filing date, which is not necessarily - # a day the equity prints a bar, so the order waits for a price rather than a stale one. - if leader == self._invested or leader not in slice.bars: + # With one quarter known, hold what the manager holds. With two, hold what it added to. + selected = [] + for equity, shares in self._shares_by_equity.items(): + periods = sorted(shares) + quarters = [shares[period] for period in periods] + + # The manager's trades, which no filing states: the change between two reported quarters. + if len(quarters) > 1: + self.log(f"{self.time:%Y-%m-%d} {equity.value}: {quarters[-2]:,.0f} -> {quarters[-1]:,.0f} shares " + f"({quarters[-1] / quarters[-2] - 1:+.1%}) between {periods[-2]:%Y-%m-%d} and {periods[-1]:%Y-%m-%d}") + + if quarters and (quarters[0] > 0 if len(quarters) == 1 else quarters[-1] > quarters[-2]): + selected.append(equity) + + if not selected: + self.liquidate() return - self._invested = leader - self.log(f"{self.time:%Y-%m-%d} most widely held name is now {leader.value}, rotating into it") - self.set_holdings(leader, 1, liquidate_existing_holdings=True) + self.log(f"{self.time:%Y-%m-%d} holding {', '.join(equity.value for equity in selected)}") + self.set_holdings([PortfolioTarget(equity, 1 / len(selected)) for equity in selected], + liquidate_existing_holdings=True) def on_order_event(self, order_event: OrderEvent) -> None: if order_event.status == OrderStatus.FILLED: self.debug(f"{self.time} - Filled: {order_event.symbol} {order_event.fill_quantity}") - - def on_end_of_algorithm(self) -> None: - # Breadth and size are counted here, from the records, because no 13F filing states either. - self.log(f"{self._positions} reported positions read, {self._option_lines} of them option lines") - for equity, managers in self._managers_by_equity.items(): - self.log(f"{equity.value}: {len(managers)} distinct managers, " - f"{self._shares_by_equity[equity]:,.0f} shares reported") diff --git a/SEC13FHolding.cs b/SEC13FHolding.cs index 59c1cd4..912c1d5 100644 --- a/SEC13FHolding.cs +++ b/SEC13FHolding.cs @@ -18,7 +18,6 @@ using System.Globalization; using System.IO; using NodaTime; -using ProtoBuf; using QuantConnect.Data; using QuantConnect.Util; using static QuantConnect.StringExtensions; @@ -45,7 +44,6 @@ namespace QuantConnect.DataSource /// SEC13FHoldings, the collection of every record a security carries for one /// filing date. /// - [ProtoContract(SkipConstructor = true)] public class SEC13FHolding : BaseData { // The frozen layout: the filing date, the filing's identity, the reported quarter, the @@ -60,31 +58,33 @@ public class SEC13FHolding : BaseData /// 0001067983-26-000012. It identifies the filing on the SEC's own site and is what groups /// the records of one submission back together. /// - [ProtoMember(1)] public string AccessionNumber { get; set; } /// /// Central Index Key of the manager that filed the submission. It is the stable identity of /// a fund across name changes, which is why it, and not the name, is carried on every - /// record. The names live once in managers.csv beside the dataset. + /// line of the files. The names live once in managers.csv beside the dataset. /// - [ProtoMember(2)] public int ManagerCik { get; set; } + /// + /// Name of the manager as its most recent cover page states it, read from managers.csv. + /// It is the current name even on an old filing, and null for a CIK the file does not carry. + /// + public string ManagerName { get; set; } + /// /// The quarter the position is reported for, which is the SEC PERIODOFREPORT. It is carried /// rather than derived from Time because the two are unrelated: late /// filings and amendments mean one filing date carries several different reported quarters, /// and the gap between them runs from zero to years. /// - [ProtoMember(3)] public DateTime PeriodEnd { get; set; } /// /// Submission type, which is 13F-HR for a holdings report and 13F-HR/A for an amendment. /// A 13F-NT notice reports no positions and so contributes no records at all. /// - [ProtoMember(4)] public string FormType { get; set; } /// @@ -92,18 +92,15 @@ public class SEC13FHolding : BaseData /// distinction decides whether the amendment replaces the original filing or supplements /// it, and the SEC leaves it to the filer to declare. Empty on an original filing. /// - [ProtoMember(5)] public string AmendmentType { get; set; } /// Sequence number of the amendment, or null on an original filing. - [ProtoMember(6)] public int? AmendmentNumber { get; set; } /// /// Class of the security as the manager titled it, such as COM or CL A. It is free text /// that the filer writes, so it varies between managers for the same security. /// - [ProtoMember(7)] public string TitleOfClass { get; set; } /// @@ -111,11 +108,9 @@ public class SEC13FHolding : BaseData /// and a principal amount when it is PRN. The two are not comparable and are deliberately /// left in one field with its unit beside it, as the SEC reports them. /// - [ProtoMember(8)] public decimal? Amount { get; set; } /// Unit of Amount: SH for shares, PRN for a principal amount. - [ProtoMember(9)] public string AmountType { get; set; } /// @@ -124,7 +119,6 @@ public class SEC13FHolding : BaseData /// dollars, and filers on both sides of that change ignore the instruction, so the number /// is published untouched with ValueScale beside it. /// - [ProtoMember(10)] public decimal? ReportedValue { get; set; } /// @@ -139,7 +133,6 @@ public class SEC13FHolding : BaseData /// manager filed stays readable and this judgement stays separable from it. Use /// MarketValue to apply it. /// - [ProtoMember(11)] public int ValueScale { get; set; } /// @@ -165,33 +158,27 @@ internal static decimal PowerOfTen(int scale) /// on which side. Null for a holding of the security. An option line states the shares /// underlying the contracts, not the number of contracts. /// - [ProtoMember(12)] public OptionRight? PutCall { get; set; } /// /// Who exercises investment discretion over the position: SOLE for the filing manager /// alone, DFND when it is defined by other managers, OTR otherwise. /// - [ProtoMember(13)] public string InvestmentDiscretion { get; set; } /// /// The other managers that share the position, as the sequence numbers the filing gives /// them on its cover page, separated by semicolons. Empty when the manager reports alone. /// - [ProtoMember(14)] public string OtherManager { get; set; } /// Shares over which the manager holds sole voting authority. - [ProtoMember(15)] public decimal? VotingSole { get; set; } /// Shares over which the manager shares voting authority. - [ProtoMember(16)] public decimal? VotingShared { get; set; } /// Shares over which the manager holds no voting authority. - [ProtoMember(17)] public decimal? VotingNone { get; set; } /// @@ -199,7 +186,6 @@ internal static decimal PowerOfTen(int scale) /// confidential treatment. The filing is then incomplete by design and the withheld /// positions surface in a later one, so the flag is carried rather than silently ignored. /// - [ProtoMember(18)] public bool ConfidentialOmitted { get; set; } /// @@ -208,7 +194,6 @@ internal static decimal PowerOfTen(int scale) /// rest, so it marks positions that were withheld and later released rather than serving as /// a timestamp. The timestamp is Time, the filing date. /// - [ProtoMember(19)] public DateTime? DateReported { get; set; } /// @@ -265,6 +250,7 @@ public override BaseData Reader(SubscriptionDataConfig config, string line, Date var point = Parse(csv); point.Symbol = config.Symbol; + point.ManagerName = SEC13FManagerNameProvider.GetName(point.ManagerCik); return point; } @@ -355,6 +341,7 @@ public override BaseData Clone() Value = Value, AccessionNumber = AccessionNumber, ManagerCik = ManagerCik, + ManagerName = ManagerName, PeriodEnd = PeriodEnd, FormType = FormType, AmendmentType = AmendmentType, @@ -378,7 +365,7 @@ public override BaseData Clone() /// String representation for debugging. public override string ToString() { - return Invariant($"{Symbol} - CIK {ManagerCik} for {PeriodEnd:yyyy-MM-dd}: {Amount} {AmountType}, {MarketValue:C0}"); + return Invariant($"{Symbol} - {ManagerName ?? $"CIK {ManagerCik}"} for {PeriodEnd:yyyy-MM-dd}: {Amount} {AmountType}, {MarketValue:C0}"); } } } diff --git a/SEC13FManagerNameProvider.cs b/SEC13FManagerNameProvider.cs new file mode 100644 index 0000000..70bd16d --- /dev/null +++ b/SEC13FManagerNameProvider.cs @@ -0,0 +1,92 @@ +/* + * QUANTCONNECT.COM - Democratizing Finance, Empowering Individuals. + * Lean Algorithmic Trading Engine v2.0. Copyright 2014 QuantConnect Corporation. + * + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. +*/ + +using System; +using System.Collections.Generic; +using System.Globalization; +using System.IO; +using QuantConnect.Interfaces; +using QuantConnect.Util; + +namespace QuantConnect.DataSource +{ + /// + /// The names of the managers that file Form 13F, by CIK, read from the managers.csv published + /// beside the dataset. A name is the one the manager's most recent cover page states, so an old + /// filing shows the name the manager carries today. + /// + public static class SEC13FManagerNameProvider + { + private const string FileName = "managers.csv"; + + private static readonly object _lock = new(); + private static Dictionary _names; + private static DateTime _loaded; + + /// The manager's name, or null for a CIK the file does not carry. + public static string GetName(int managerCik) + { + lock (_lock) + { + // Read again when the day changes, since the file gains the managers that filed + // for the first time each night. + var today = DateTime.UtcNow.Date; + if (_names == null || _loaded != today) + { + _names = Read(); + _loaded = today; + } + + return _names.GetValueOrDefault(managerCik); + } + } + + /// Drops the names read so far, for tests that move the data folder. + internal static void Reset() + { + lock (_lock) + { + _names = null; + } + } + + private static Dictionary Read() + { + Dictionary names = []; + var path = Path.Combine(Globals.DataFolder, "alternative", "sec", SEC13FHolding.ReportFolder, FileName); + + // Through the data provider where there is one, so the cloud fetches the file. + using var stream = Composer.Instance.GetPart()?.Fetch(path) + ?? (File.Exists(path) ? File.OpenRead(path) : null); + if (stream == null) + { + return names; + } + + using var reader = new StreamReader(stream); + while (reader.ReadLine() is { } line) + { + // Only the first comma separates: a name may carry its own. + var separator = line.IndexOf(','); + if (separator > 0 && int.TryParse(line.AsSpan(0, separator), NumberStyles.Integer, CultureInfo.InvariantCulture, out var cik)) + { + names[cik] = line[(separator + 1)..]; + } + } + + return names; + } + } +} diff --git a/listing-about-whales.md b/listing-about-whales.md index e1dbe95..62d877d 100644 --- a/listing-about-whales.md +++ b/listing-about-whales.md @@ -27,8 +27,8 @@ it. A record's `Time` is its filing date and its `EndTime` is midnight that night. LEAN emits a point at its end time, so a day's filings all reach the algorithm at 00:00 the following day, after EDGAR has -finished listing that day at about 22:05 ET. History and live carry the same stamp, so a backtest -never reads a filing before it existed. +finished listing that day at about 22:05 ET, so a backtest never reads a filing before it existed. +A filing whose EDGAR index came days late is added to history under its filing date. An algorithm receives one `SEC13FHoldings` point per security per filing date, holding every position reported for that security that day. Several managers file on the same day, and a single @@ -86,7 +86,8 @@ Each record in a point carries the following fields, exactly as the manager file | Property | Meaning | | --- | --- | | `AccessionNumber` | EDGAR accession number of the submission the line was reported on | -| `ManagerCik` | Central Index Key of the filing manager; the names are in managers.csv | +| `ManagerCik` | Central Index Key of the filing manager, its stable identity across name changes | +| `ManagerName` | The manager's name as its most recent cover page states it, null for an unknown CIK | | `PeriodEnd` | End of the quarter the position is reported for, the SEC PERIODOFREPORT | | `FormType` | 13F-HR for a holdings report, 13F-HR/A for an amendment | | `AmendmentType` | On an amendment, whether it restates the whole report or only adds holdings | @@ -99,7 +100,7 @@ Each record in a point carries the following fields, exactly as the manager file | `MarketValue` | `ReportedValue` in whole dollars, derived from the two above and never stored | | `PutCall` | Call or Put when the line is an option on the security, null when it is the security | | `InvestmentDiscretion` | SOLE, DFND or OTR, as the filing states it | -| `OtherManager` | The other managers sharing the position, as the cover page numbers them | +| `OtherManager` | The other managers sharing the position, as the cover page numbers them, separated by semicolons; empty when there are none | | `VotingSole` | Shares over which the manager holds sole voting authority | | `VotingShared` | Shares over which the manager shares voting authority | | `VotingNone` | Shares over which the manager holds no voting authority | @@ -143,6 +144,14 @@ and the filer has already declared which kind of amendment it made, so the algor Most amendments restate the whole report, which is what `RESTATEMENT` in `AmendmentType` means; `NEW HOLDINGS` adds to the original. +### A manager can change CIK + +A manager whose positions are reported on another manager's filing files a 13F-NT, a notice that +carries no positions and contributes no records. Pershing Square Capital Management (CIK 1336528) +reported its own positions through the March 2026 quarter and has filed a notice since, while +Pershing Square Inc. (CIK 2026053) reports them. Followed by the first CIK alone, the fund appears +to sell everything in one quarter, so follow every CIK the manager has reported under. + ### Coverage is partial by design Holdings are keyed by CUSIP in the source and resolved to a LEAN `Symbol` before publication, so no @@ -157,12 +166,18 @@ one before it could not reach: 3. The ticker the SEC's own Form N-PORT filings report for the CUSIP, taken back to a `Symbol` through the map files. This step needs no security database at all and it is what reaches the foreign domiciled issuers whose identifier is really a CINS, for which a constructed US ISIN is - wrong by construction. Alphabet is one of them, which is why `GOOGL` appears in the demonstration - algorithms. + wrong by construction. Alphabet is one of them. 4. For an option line, the security the option is written on. A manager reporting options names them by the option's own CUSIP, which carries the underlying's six character issuer and issue 90 for calls or 95 for puts and appears in no security database. The position is still published as the - option line it is, with its side in `PutCall`. + option line it is, with its side in `PutCall`; a line that names no side takes the one its CUSIP + states. Where the issuer has several funds, as iShares does, every fund's options share one CUSIP, + and each line goes to the one fund whose quarter-end close its implied price matches, or is dropped. + +A security's file holds what managers reported under its CUSIP, which is not always the common +stock: filers put preferred shares, units and convertibles under the common's CUSIP, and +`TitleOfClass` is the only field that says so. `ValueScale` takes the values 3, 0 and -3, so a +filing stated in millions is not brought to dollars. A fund's reported ticker in step 3 is free text, so that step keeps a match only when the reported prices do not say otherwise. A group is dropped when three or more of its prices are not the @@ -199,7 +214,8 @@ Examples include the following strategies: - Building an ownership change momentum signal from the quarter over quarter move in reported shares, and going long the names institutions are accumulating. - Following one manager through `ManagerCik`, reading what a single fund reported quarter after - quarter rather than what the market did in aggregate. + quarter rather than what the market did in aggregate, which is what the demonstration algorithms + do with Pershing Square. - Screening out thinly followed names, requiring a minimum number of reporting managers before a security is tradeable. - Reading the reported put and call lines alongside the share positions to see whether managers are diff --git a/listing-documentation-whales.md b/listing-documentation-whales.md index 6f7ea5a..cefe341 100644 --- a/listing-documentation-whales.md +++ b/listing-documentation-whales.md @@ -93,8 +93,8 @@ public override void OnData(Slice slice) A point's `Time` is the filing date and its `EndTime` is midnight that night. LEAN emits a point at its end time, so a day's filings reach your algorithm at 00:00 the following day, after EDGAR has -finished listing that day at about 22:05 ET. History and live carry the same stamp, so a backtest -never reads a filing before it existed. +finished listing that day at about 22:05 ET, so a backtest never reads a filing before it existed. +A filing whose EDGAR index came days late is added to history under its filing date. The filing date is not the quarter the position describes, and the gap between them cannot be derived: measured across 11,761 filings in one window it runs minimum 0 days, p10 16, median 42, p90 @@ -218,8 +218,8 @@ off it will not work, because it has none. With `flatten=True` you get a DataFrame with **one row per reported position**, indexed by time and symbol, whose columns are the record's fields in lower case: `accessionnumber`, `managercik`, -`periodend`, `formtype`, `amendmenttype`, `amendmentnumber`, `titleofclass`, `amount`, `amounttype`, -`reportedvalue`, `valuescale`, `marketvalue`, `putcall`, `investmentdiscretion`, `othermanager`, +`managername`, `periodend`, `formtype`, `amendmenttype`, `amendmentnumber`, `titleofclass`, +`amount`, `amounttype`, `reportedvalue`, `valuescale`, `marketvalue`, `putcall`, `investmentdiscretion`, `othermanager`, `votingsole`, `votingshared`, `votingnone`, `confidentialomitted`, `datereported`. This is the form to use for anything cross-sectional. Sixty days of AAPL history is one Series of 39 entries or a DataFrame of 6,333 rows, which is the difference the flag makes. diff --git a/output/alternative/sec/13f/aapl.csv b/output/alternative/sec/13f/aapl.csv deleted file mode 100644 index cd4b2b4..0000000 --- a/output/alternative/sec/13f/aapl.csv +++ /dev/null @@ -1,58 +0,0 @@ -20201001 -20201002 -20201005 -20201006 -20201007 -20201008 -20201009 -20201013 -20201014 -20201015 -20201016 -20201019 -20201020 -20201021 -20201022 -20201023 -20201026 -20201027 -20201028 -20201029 -20201030 -20201102 -20201103 -20201104 -20201105 -20201106 -20201109 -20201110 -20201112 -20201113 -20201116 -20201117 -20201118 -20201119 -20201120 -20201123 -20201124 -20201125 -20201127 -20201130 -20201201 -20201202 -20201203 -20201204 -20201207 -20201208 -20201209 -20201210 -20201211 -20201214 -20201215 -20201216 -20201218 -20201221 -20201222 -20201223 -20201229 -20201230 diff --git a/output/alternative/sec/13f/aapl.zip b/output/alternative/sec/13f/aapl.zip 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z2?3u|{PJvix)=NQc?|SK);*Cg+U@gD<%#@Q`A6o9qsj9);)&dSB45<X^C;knG^qNY c%ztA7DKT)s>Jtcv5%AjuSjo%-t^)!6AI7^tFaQ7m diff --git a/tests/ProtobufSubTypes.cs b/tests/ProtobufSubTypes.cs deleted file mode 100644 index 1e0c250..0000000 --- a/tests/ProtobufSubTypes.cs +++ /dev/null @@ -1,50 +0,0 @@ -/* - * QUANTCONNECT.COM - Democratizing Finance, Empowering Individuals. - * Lean Algorithmic Trading Engine v2.0. Copyright 2014 QuantConnect Corporation. - * - * Licensed under the Apache License, Version 2.0 (the "License"); - * you may not use this file except in compliance with the License. - * You may obtain a copy of the License at http://www.apache.org/licenses/LICENSE-2.0 - * - * Unless required by applicable law or agreed to in writing, software - * distributed under the License is distributed on an "AS IS" BASIS, - * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. - * See the License for the specific language governing permissions and - * limitations under the License. -*/ - -using NUnit.Framework; -using ProtoBuf.Meta; -using QuantConnect.Data; -using QuantConnect.DataSource; - -namespace QuantConnect.DataLibrary.Tests -{ - /// <summary> - /// Registers this repository's data types with protobuf, which is what LEAN's live data - /// distributor does before it serializes a point. - /// - /// It happens here, once, rather than in each round trip test: the model freezes the moment a - /// serializer is generated for <see cref="BaseData"/>, so the first test to serialize anything - /// would leave every later registration throwing. The field numbers are this repository's to - /// choose and have to stay clear of each other and of the ones BaseData gives its own - /// subclasses, which reach 400. - /// </summary> - [SetUpFixture] - public class ProtobufSubTypes - { - [OneTimeSetUp] - public void RegisterSubTypes() - { - RuntimeTypeModel.Default[typeof(BaseData)].AddSubType(2000, typeof(SECReport8K)); - RuntimeTypeModel.Default[typeof(BaseData)].AddSubType(2001, typeof(SEC13FHolding)); - - // SEC13FHoldings is deliberately absent. A BaseDataCollection implements - // IEnumerable<BaseData>, and protobuf-net refuses a repeated type as a subclass: - // "Repeated data (a list, collection, etc) has inbuilt behaviour and cannot be used as a - // subclass". Its Data list carries no ProtoMember of its own either, so a round trip of - // the collection would come back empty even if it could be registered. The records - // inside it serialize on their own, which is what 2001 is for. - } - } -} diff --git a/tests/SEC13FPilotTests.cs b/tests/SEC13FPilotTests.cs index 8bde50d..ad1bd3d 100644 --- a/tests/SEC13FPilotTests.cs +++ b/tests/SEC13FPilotTests.cs @@ -61,6 +61,7 @@ public void TearDown() } Globals.Reset(); + Directory.Delete(_root, true); } [Test] diff --git a/tests/SEC13FProcessorTests.cs b/tests/SEC13FProcessorTests.cs index 69b5285..78a1adb 100644 --- a/tests/SEC13FProcessorTests.cs +++ b/tests/SEC13FProcessorTests.cs @@ -224,6 +224,79 @@ public void AFilerStillReportingThousandsAfter2023IsScaled() Assert.AreEqual(2 * 15000m, holdings.Values.Single().ReportedValue); } + [Test] + public void OnlyAShareLineIsHeldAgainstTheClose() + { + // A bond at par against a stock near $1,000 sits on the thousands step by chance, and so + // can an option line. Neither has a price of its own, so both keep their filing's unit. + SeedCloses("20231229", ("aapl", 1000m)); + var filing = new DateTime(2024, 2, 14); + var quarter = new DateTime(2023, 12, 31); + var lines = ReadInfoTable( + new[] + { + Line("0000000000-00-000001", "037833100", "100000", "100", "SH"), + Line("0000000000-00-000001", "037833100", "100", "100", "PRN"), + Line("0000000000-00-000001", "037833100", "100", "100", "SH", putCall: "Call") + }, + resolve: true, + Submission("0000000000-00-000001", filing, quarter, cik: 111)).Values.Single().Lines; + + Assert.AreEqual(new[] { 0, 0, 0 }, lines.Select(line => line.ValueScale).ToArray()); + } + + [Test] + public void AFieldTheFilingLeftEmptyIsNotAZero() + { + var line = ReadInfoTable( + new[] + { + Line("0000000000-00-000001", "037833100", "", "100", "SH", votingSole: "", votingShared: "0", votingNone: "") + }, + Submission("0000000000-00-000001", Filed, new DateTime(2023, 12, 31))).Values.Single().Lines.Single(); + + Assert.IsNull(line.ReportedValue); + Assert.IsNull(line.VotingSole); + Assert.IsNull(line.VotingNone); + Assert.AreEqual(0m, line.VotingShared); + Assert.AreEqual(100m, line.Amount); + } + + [TestCase("1, 2", "1;2")] + [TestCase("9,10,11", "9;10;11")] + [TestCase("1 2", "1;2")] + [TestCase("1;2", "1;2")] + [TestCase("NONE", "")] + [TestCase("0", "")] + [TestCase("", "")] + public void TheOtherManagersAreJoinedBySingleSemicolons(string filed, string expected) + { + // A comma became a space and every space a semicolon, so "9, 10" was published as "9;;10". + Assert.AreEqual(expected, SEC13FDownloader.FormatOtherManagers(filed)); + } + + [TestCase("G1151C101", true)] + [TestCase("N07059210", true)] + [TestCase("037833100", false)] + [TestCase("", false)] + public void ACinsOpensWithALetter(string cusip, bool expected) + { + Assert.AreEqual(expected, SEC13FDownloader.IsCins(cusip)); + } + + [TestCase("03783#100")] + [TestCase("0378-3100")] + [TestCase("N/A")] + public void ACusipNoIsinCanHoldResolvesToNothing(string cusip) + { + // Building the ISIN threw on the first such character and ended the run. + SeedMapFiles("aapl"); + using var downloader = Downloader(); + downloader.TickerCrosswalk = new Dictionary<string, SEC13FTickerCrosswalk.Entry>(); + + Assert.IsNull(downloader.ResolveSecurity(cusip, Filed)); + } + [Test] public void TheUnitIsDecidedWithoutLookingAtAnyOtherFiling() { @@ -504,7 +577,7 @@ public void AnIncrementalRunWithoutTheEdgarStateFails() // would add a second time, so it stops instead of guessing. var shelf = PublishedShelf(); File.Delete(Path.Combine(shelf, "edgar-days.txt")); - File.WriteAllLines(Path.Combine(shelf, "aapl.csv"), new[] { "20240215" }); + SeedPublishedZip(shelf, "aapl", "20240215"); using var downloader = new SEC13FDownloader( Path.Combine(_root, "out"), Path.Combine(_root, "processed"), new DateTime(2026, 9, 9)); @@ -523,14 +596,14 @@ public void AMissingDeploymentDateIsAnErrorUnlessTheRebuildIsAskedFor() Environment.SetEnvironmentVariable("QC_DATAFLEET_DEPLOYMENT_DATE", null); Config.Set(Program.RebuildHistoryKey, "false"); - Assert.IsFalse(Program.TryParseDeploymentDate(Program.RebuildHistoryKey, out _), "no date and no rebuild asked for"); + Assert.IsFalse(SECProcessingContext.TryParseDeploymentDate(Program.RebuildHistoryKey, out _), "no date and no rebuild asked for"); Config.Set(Program.RebuildHistoryKey, "true"); - Assert.IsTrue(Program.TryParseDeploymentDate(Program.RebuildHistoryKey, out var rebuild)); + Assert.IsTrue(SECProcessingContext.TryParseDeploymentDate(Program.RebuildHistoryKey, out var rebuild)); Assert.IsNull(rebuild, "the rebuild runs over the whole history"); Environment.SetEnvironmentVariable("QC_DATAFLEET_DEPLOYMENT_DATE", "20260908"); - Assert.IsTrue(Program.TryParseDeploymentDate(Program.RebuildHistoryKey, out var date)); + Assert.IsTrue(SECProcessingContext.TryParseDeploymentDate(Program.RebuildHistoryKey, out var date)); Assert.AreEqual(new DateTime(2026, 9, 8), date); } finally @@ -547,7 +620,7 @@ public void AnIncrementalRunAcceptsAShelfThatHoldsSecurities() // the guard is exercised here, by handing it a deployment date and a shelf and checking // it does not stop the run before the first archive is fetched. var processed = PublishedShelf(); - File.WriteAllLines(Path.Combine(processed, "aapl.csv"), new[] { "20240215" }); + SeedPublishedZip(processed, "aapl", "20240215"); using var downloader = new SEC13FDownloader( Path.Combine(_root, "out"), Path.Combine(_root, "processed"), new DateTime(2026, 9, 8)); @@ -1041,37 +1114,115 @@ public void AFilingIsReadFromItsSubmissionFile() Assert.AreEqual(new DateTime(2026, 6, 30), filing.Period); Assert.IsTrue(filing.ConfidentialOmitted); Assert.AreEqual(2, filing.Lines.Count); - Assert.AreEqual(new[] { "88025U109", "274974", "7172", "SH", null, "7172", "0" }, filing.Lines[0]); - Assert.AreEqual("Put", filing.Lines[1][4]); + Assert.AreEqual(new[] { "88025U109", null, "274974", "7172", "SH", null, null, null, "7172", "0", "0" }, filing.Lines[0]); + Assert.AreEqual(new[] { "037833100", "COM", "1000", "50", "SH", "Put", "DFND", "1, 2", "0", "50", null }, filing.Lines[1]); + + // The filing manager's name, not the signer's. + Assert.AreEqual("WEALTH ADVISORS, INC.", filing.ManagerName); + Assert.AreEqual("RESTATEMENT", filing.AmendmentType); + Assert.AreEqual("1", filing.AmendmentNumber); + Assert.AreEqual(new DateTime(2026, 5, 15), filing.DateReported); } [Test] - public void ADaysArchiveCarriesTheTablesTheProcessorReads() + public void ADaysArchiveIsReadByTheProcessorLikeADataSet() { - // The day is written in the data sets' own layout so the rest of the processor reads it - // like a window, which is what makes EDGAR and the data sets give the same rows. - var filing = SEC13FEdgarDay.ParseFiling(SampleEntry(), SampleSubmission()); + // Pushed through the processor rather than read back table by table: the day's archive + // once lacked the cover page and four columns the processor had come to require, and a + // test listing the columns itself stayed green while every EDGAR day threw. + SeedMapFiles("aapl"); + var day = new DateTime(2026, 8, 14); + using var downloader = new SEC13FDownloader(Path.Combine(_root, "out"), Path.Combine(_root, "processed"), + null, Path.Combine(_root, "raw")); + downloader.TickerCrosswalk = UnitTestCrosswalk(); - using var buffer = new MemoryStream(); - SEC13FEdgarDay.WriteArchive(buffer, new[] { filing }); - buffer.Position = 0; - using var zip = new ZipArchive(buffer, ZipArchiveMode.Read); + ProcessEdgarDay(downloader, day); + downloader.FinalizeSecurityFiles(); - var submission = SEC13FFiles.ReadTable(zip, "edgar", "SUBMISSION.tsv", false, - "ACCESSION_NUMBER", "FILING_DATE", "SUBMISSIONTYPE", "CIK", "PERIODOFREPORT").Single(); - Assert.AreEqual("2026-08-14", submission.Fields[submission.Columns["FILING_DATE"]]); - Assert.AreEqual("2026-06-30", submission.Fields[submission.Columns["PERIODOFREPORT"]]); + var row = EntryLines(Path.Combine(_root, "out", SEC13FHolding.ReportFolder, "aapl.zip"), "20260814.csv").Single(); + Assert.AreEqual("20260814,0001214659-26-010148,107136,20260630,13F-HR,RESTATEMENT,1,COM,50,SH,1000,0,P,DFND,1;2,0,50,,1,20260515", row); - var summary = SEC13FFiles.ReadTable(zip, "edgar", "SUMMARYPAGE.tsv", false, - "ACCESSION_NUMBER", "ISCONFIDENTIALOMITTED").Single(); - Assert.AreEqual("Y", summary.Fields[summary.Columns["ISCONFIDENTIALOMITTED"]]); + Assert.AreEqual(new[] { "107136,WEALTH ADVISORS, INC." }, + File.ReadAllLines(Path.Combine(_root, "out", SEC13FHolding.ReportFolder, "managers.csv"))); + } - var lines = SEC13FFiles.ReadTable(zip, "edgar", "INFOTABLE.tsv", false, - "ACCESSION_NUMBER", "CUSIP", "VALUE", "SSHPRNAMT", "SSHPRNAMTTYPE", "PUTCALL", - "VOTING_AUTH_SOLE", "VOTING_AUTH_SHARED").ToList(); - Assert.AreEqual(2, lines.Count); - Assert.AreEqual("037833100", lines[1].Fields[lines[1].Columns["CUSIP"]]); - Assert.AreEqual("Put", lines[1].Fields[lines[1].Columns["PUTCALL"]]); + [Test] + public void AnOptionCusipGivesALineTheSideItLeftEmpty() + { + // The option's CUSIP reaches the underlying's file, where a line without PUTCALL would + // read as that many shares of the stock. Issue 90 is a call and 95 a put. + var apple = SecurityIdentifier.GenerateEquity(new DateTime(1980, 12, 12), "AAPL", Market.USA); + SeedMapFileRows(("aapl", new[] { "19801212,aapl", "20501231,aapl" })); + SeedSecurityDatabase($"{apple},03783310,BBG000B9XRY4,2046251,US0378331005,320193"); + + var day = new DateTime(2026, 8, 14); + var filing = OptionFiling(day); + filing.Lines.Add(["037833900", "COM", "1000", "50", "SH", null, "SOLE", null, "50", "0", "0"]); + filing.Lines.Add(["037833956", "COM", "1000", "50", "SH", null, "SOLE", null, "50", "0", "0"]); + filing.Lines.Add(["037833956", "COM", "1000", "50", "SH", "Call", "SOLE", null, "50", "0", "0"]); + + var rows = PublishedRows(day, filing, "aapl"); + + Assert.AreEqual(new[] { "C", "P", "C" }, rows.Select(row => row.Split(',')[12]).ToArray(), + "a side the line states is kept"); + } + + [Test] + public void AnOptionOnAFundFamilyIsResolvedByThePriceOfItsLine() + { + // Every fund of a family shares one option CUSIP, so the issuer does not say which fund a + // line is written on. The line reports the underlying's value and shares, and so its price. + var iwm = SecurityIdentifier.GenerateEquity(new DateTime(1980, 12, 12), "IWM", Market.USA); + var eem = SecurityIdentifier.GenerateEquity(new DateTime(1980, 12, 12), "EEM", Market.USA); + SeedMapFiles("iwm", "eem"); + SeedSecurityDatabase( + $"{iwm},46428765,BBG000CGC9C4,2622059,US4642876555,1100663", + $"{eem},46428723,BBG000M0P5L2,2801669,US4642872349,1100663"); + SeedCoarse("20260630", (iwm, 220m), (eem, 45m)); + + var day = new DateTime(2026, 8, 14); + var filing = OptionFiling(day); + filing.Lines.Add(["464287905", "RUSSELL 2000 ETF", "22000", "100", "SH", "Call", "SOLE", null, "0", "0", "100"]); + filing.Lines.Add(["464287905", "MSCI EMERG MKT", "4500", "100", "SH", null, "SOLE", null, "0", "0", "100"]); + filing.Lines.Add(["464287905", "SOMETHING ELSE", "9900", "100", "SH", "Call", "SOLE", null, "0", "0", "100"]); + + Assert.AreEqual(1, PublishedRows(day, filing, "iwm").Count); + var emerging = PublishedRows(day, null, "eem").Single().Split(','); + Assert.AreEqual("MSCI EMERG MKT", emerging[7]); + Assert.AreEqual("C", emerging[12], "the side comes from the CUSIP"); + } + + [TestCase(220, 220, true)] + [TestCase(221, 220, true)] + [TestCase(224, 220, false)] + [TestCase(0.221, 220, true)] + [TestCase(200, 220, false)] + [TestCase(45, 220, false)] + public void AnOptionLineNamesAFundOnlyWithinHalfAPercentOfItsClose(double price, double close, bool expected) + { + Assert.AreEqual(expected, SEC13FDownloader.MatchesClose((decimal)price, (decimal)close)); + } + + [Test] + public void AnIncrementalRunKeepsThePublishedDatesOfASecurity() + { + // The destination starts empty and replaces what is published, so a run that wrote only + // its own dates would cut the security's history down to them. + SeedMapFiles("aapl"); + SeedPublishedZip(PublishedShelf(), "aapl", "20240215"); + + var day = new DateTime(2026, 8, 14); + using var downloader = new SEC13FDownloader(Path.Combine(_root, "out"), Path.Combine(_root, "processed"), + day, Path.Combine(_root, "raw")); + downloader.TickerCrosswalk = UnitTestCrosswalk(); + + ProcessEdgarDay(downloader, day); + downloader.FinalizeSecurityFiles(); + + var destination = Path.Combine(_root, "out", SEC13FHolding.ReportFolder); + using var zip = ZipFile.OpenRead(Path.Combine(destination, "aapl.zip")); + Assert.AreEqual(new[] { "20240215.csv", "20260814.csv" }, zip.Entries.Select(entry => entry.Name).OrderBy(name => name).ToArray()); + Assert.IsFalse(File.Exists(Path.Combine(destination, "aapl.csv")), "the date index is gone"); } [Test] @@ -1145,8 +1296,11 @@ private static string SampleSubmission() "<XML>", "<?xml version=\"1.0\" encoding=\"UTF-8\"?>", "<edgarSubmission xmlns=\"http://www.sec.gov/edgar/thirteenffiler\"><headerData>" + - "<submissionType>13F-HR</submissionType><filerInfo><periodOfReport>06-30-2026</periodOfReport>" + - "</filerInfo></headerData><formData><summaryPage><isConfidentialOmitted>true</isConfidentialOmitted>" + + "<submissionType>13F-HR/A</submissionType><filerInfo><periodOfReport>06-30-2026</periodOfReport>" + + "</filerInfo></headerData><formData><coverPage><isAmendment>true</isAmendment><amendmentNo>1</amendmentNo>" + + "<amendmentInfo><amendmentType>RESTATEMENT</amendmentType><dateReported>05-15-2026</dateReported></amendmentInfo>" + + "<filingManager><name>WEALTH ADVISORS, INC.</name></filingManager></coverPage>" + + "<signatureBlock><name>Someone Else</name></signatureBlock><summaryPage><isConfidentialOmitted>true</isConfidentialOmitted>" + "</summaryPage></formData></edgarSubmission>", "</XML>", "</TEXT>", @@ -1160,10 +1314,11 @@ private static string SampleSubmission() "<ns1:sshPrnamt>7172</ns1:sshPrnamt><ns1:sshPrnamtType>SH</ns1:sshPrnamtType></ns1:shrsOrPrnAmt>" + "<ns1:votingAuthority><ns1:Sole>7172</ns1:Sole><ns1:Shared>0</ns1:Shared><ns1:None>0</ns1:None>" + "</ns1:votingAuthority></ns1:infoTable>" + - "<ns1:infoTable><ns1:cusip>037833100</ns1:cusip><ns1:value>1000</ns1:value><ns1:shrsOrPrnAmt>" + + "<ns1:infoTable><ns1:titleOfClass>COM</ns1:titleOfClass><ns1:cusip>037833100</ns1:cusip><ns1:value>1000</ns1:value><ns1:shrsOrPrnAmt>" + "<ns1:sshPrnamt>50</ns1:sshPrnamt><ns1:sshPrnamtType>SH</ns1:sshPrnamtType></ns1:shrsOrPrnAmt>" + - "<ns1:putCall>Put</ns1:putCall><ns1:votingAuthority><ns1:Sole>0</ns1:Sole><ns1:Shared>50</ns1:Shared>" + - "<ns1:None>0</ns1:None></ns1:votingAuthority></ns1:infoTable></ns1:informationTable>", + "<ns1:putCall>Put</ns1:putCall><ns1:investmentDiscretion>DFND</ns1:investmentDiscretion>" + + "<ns1:otherManager>1, 2</ns1:otherManager><ns1:votingAuthority><ns1:Sole>0</ns1:Sole><ns1:Shared>50</ns1:Shared>" + + "</ns1:votingAuthority></ns1:infoTable></ns1:informationTable>", "</XML>", "</TEXT>", "</DOCUMENT>", @@ -1185,15 +1340,14 @@ private static string Line(string accession, string cusip, string value, string /// <summary>One SUBMISSION row, keyed by its accession number the way the processor keys it.</summary> private static KeyValuePair<string, SEC13FDownloader.Submission> Submission(string accession, - DateTime filingDate, DateTime period, int cik = 1, bool isAmendment = false) + DateTime filingDate, DateTime period, int cik = 1) { return new KeyValuePair<string, SEC13FDownloader.Submission>(accession, new SEC13FDownloader.Submission { Cik = cik, FilingDate = filingDate, - Period = period, - IsAmendment = isAmendment + Period = period }); } @@ -1282,19 +1436,71 @@ private static SecurityIdentifier ListedSince1980(string ticker) } - /// <summary> - /// The quarters one universe line carries: the identifier and the ticker, then how many - /// quarters follow and that many groups, each of them starting with its reported quarter. - /// The group width is read from the line rather than assumed, the way the data type reads it. - /// </summary> - private static IEnumerable<string> QuartersOf(string line) + private static SEC13FEdgarDay.Filing OptionFiling(DateTime day) + { + return new SEC13FEdgarDay.Filing + { + Accession = "0000000000-26-000001", SubmissionType = "13F-HR", Cik = 1, Filed = day, + Period = new DateTime(2026, 6, 30), ManagerName = "A MANAGER" + }; + } + + /// <summary>Runs a filing through the processor, when given one, and reads a ticker's rows of the day.</summary> + private List<string> PublishedRows(DateTime day, SEC13FEdgarDay.Filing filing, string ticker) { - const int identifierColumns = 3; - var csv = line.Split(','); - var quarters = int.Parse(csv[2], System.Globalization.CultureInfo.InvariantCulture); - var width = (csv.Length - identifierColumns) / quarters; + if (filing != null) + { + using var downloader = new SEC13FDownloader(Path.Combine(_root, "out"), Path.Combine(_root, "processed"), + null, Path.Combine(_root, "raw")); + downloader.TickerCrosswalk = new Dictionary<string, SEC13FTickerCrosswalk.Entry>(); + + ProcessEdgarDay(downloader, day, filing); + downloader.FinalizeSecurityFiles(); + } + + return EntryLines(Path.Combine(_root, "out", SEC13FHolding.ReportFolder, $"{ticker}.zip"), $"{day:yyyyMMdd}.csv"); + } + + /// <summary>One trading day's coarse file with these closes, keyed by security.</summary> + private void SeedCoarse(string day, params (SecurityIdentifier Security, decimal Close)[] closes) + { + var coarse = Path.Combine(_root, "data", "equity", "usa", "fundamental", "coarse"); + Directory.CreateDirectory(coarse); + File.WriteAllLines(Path.Combine(coarse, $"{day}.csv"), closes.Select(pair => + $"{pair.Security},{pair.Security.Symbol},{pair.Close.ToString(System.Globalization.CultureInfo.InvariantCulture)},100,1000,True,1,1")); + } - return Enumerable.Range(0, quarters).Select(quarter => csv[identifierColumns + quarter * width]); + /// <summary>Writes the sample filing as the EDGAR archive of a day and folds it in, as a run does.</summary> + private void ProcessEdgarDay(SEC13FDownloader downloader, DateTime day, SEC13FEdgarDay.Filing filing = null) + { + var cache = Path.Combine(_root, "raw", SEC13FHolding.ReportFolder, "archives"); + Directory.CreateDirectory(cache); + using (var stream = File.Create(Path.Combine(cache, SEC13FEdgarDay.ArchiveName(day)))) + { + SEC13FEdgarDay.WriteArchive(stream, [filing ?? SEC13FEdgarDay.ParseFiling(SampleEntry(), SampleSubmission())]); + } + + downloader.ProcessArchive(new SEC13FDownloader.Archive( + SEC13FEdgarDay.ArchiveName(day), "https://localhost/day", day, day, IsDaily: true)); + downloader.FlushPendingRows(); + } + + /// <summary>A published security zip holding one entry per date given.</summary> + private static void SeedPublishedZip(string shelf, string ticker, params string[] dates) + { + using var zip = ZipFile.Open(Path.Combine(shelf, $"{ticker}.zip"), ZipArchiveMode.Create); + foreach (var date in dates) + { + using var writer = new StreamWriter(zip.CreateEntry($"{date}.csv").Open()); + writer.Write($"{date},0000000000-24-000001,1,20231231,13F-HR,,,COM,1,SH,1,0,,SOLE,,1,0,0,0,\n"); + } + } + + private static List<string> EntryLines(string zipPath, string entry) + { + using var zip = ZipFile.OpenRead(zipPath); + using var reader = new StreamReader(zip.GetEntry(entry).Open()); + return reader.ReadToEnd().Split('\n', StringSplitOptions.RemoveEmptyEntries).ToList(); } /// <summary> diff --git a/tests/SEC13FTests.cs b/tests/SEC13FTests.cs index 9b4d7ec..896313d 100644 --- a/tests/SEC13FTests.cs +++ b/tests/SEC13FTests.cs @@ -21,7 +21,6 @@ using Newtonsoft.Json; using NUnit.Framework; using NUnit.Framework.Legacy; -using ProtoBuf; using QuantConnect.Data; using QuantConnect.Data.UniverseSelection; using QuantConnect.DataSource; @@ -248,6 +247,33 @@ public void GetSourceIsAnEntryOfThePerSecurityZip() StringAssert.EndsWith(Path.Combine("alternative", "sec", "13f", "aapl.zip#20260814.csv"), source.Source); } + [Test] + public void TheManagersNameComesFromManagersCsv() + { + var previous = Globals.DataFolder; + var root = Path.Combine(Path.GetTempPath(), $"sec-13f-names-{Guid.NewGuid():N}"); + var folder = Path.Combine(root, "alternative", "sec", "13f"); + Directory.CreateDirectory(folder); + File.WriteAllLines(Path.Combine(folder, "managers.csv"), ["1067983,BERKSHIRE HATHAWAY, INC"]); + + try + { + Configuration.Config.Set("data-folder", root); + Globals.Reset(); + SEC13FManagerNameProvider.Reset(); + + Assert.AreEqual("BERKSHIRE HATHAWAY, INC", Read(FullLine).ManagerName); + Assert.IsNull(Read(FullLine.Replace(",1067983,", ",42,")).ManagerName); + } + finally + { + Configuration.Config.Set("data-folder", previous); + Globals.Reset(); + SEC13FManagerNameProvider.Reset(); + Directory.Delete(root, true); + } + } + [Test] public void TheCollectionCarriesEveryPositionOfTheDay() { @@ -349,25 +375,6 @@ public void ToStringNamesTheManagerAndThePosition() StringAssert.Contains("80664820", Read(FullLine).ToString()); } - [Test] - public void AProtobufRoundTripKeepsEveryField() - { - // The sub type is registered once for the whole assembly, in ProtobufSubTypes. - var original = Read(FullLine); - var bytes = ((BaseData)original).ProtobufSerialize(new Guid()); - - using var stream = new MemoryStream(bytes); - var deserialized = (SEC13FHolding)Serializer.Deserialize<IEnumerable<BaseData>>(stream).First(); - - Assert.AreEqual(original.AccessionNumber, deserialized.AccessionNumber); - Assert.AreEqual(original.ManagerCik, deserialized.ManagerCik); - Assert.AreEqual(original.PeriodEnd, deserialized.PeriodEnd); - Assert.AreEqual(original.Amount, deserialized.Amount); - Assert.AreEqual(original.ReportedValue, deserialized.ReportedValue); - Assert.AreEqual(original.ValueScale, deserialized.ValueScale); - Assert.AreEqual(original.MarketValue, deserialized.MarketValue); - } - [Test] public void AJsonRoundTripKeepsEveryProperty() { @@ -384,43 +391,14 @@ public void AJsonRoundTripKeepsEveryProperty() } } - [Test] - public void TheRecordsProtobufContractIsCompleteAndUnique() - { - var members = typeof(SEC13FHolding) - .GetProperties(BindingFlags.Public | BindingFlags.Instance | BindingFlags.DeclaredOnly) - .Select(property => property.GetCustomAttribute<ProtoMemberAttribute>()) - .Where(attribute => attribute != null) - .Select(attribute => attribute.Tag) - .ToList(); - - Assert.IsNotNull(typeof(SEC13FHolding).GetCustomAttribute<ProtoContractAttribute>(), "ProtoContract is missing"); - Assert.Greater(members.Count, 0, "no ProtoMember attributes found"); - Assert.AreEqual(members.Count, members.Distinct().Count(), "duplicate ProtoMember numbers"); - } - - [Test] - public void EveryStoredPropertyCarriesAProtoMember() - { - // A property added later without a member number would serialize as nothing, which is - // indistinguishable from a real absent reading. MarketValue is exempt because it is - // computed, and Symbol because BaseData carries it. - var missing = typeof(SEC13FHolding) - .GetProperties(BindingFlags.Public | BindingFlags.Instance | BindingFlags.DeclaredOnly) - .Where(property => property.SetMethod != null) - .Where(property => property.GetCustomAttribute<ProtoMemberAttribute>() == null) - .Select(property => property.Name) - .ToList(); - - CollectionAssert.IsEmpty(missing, "stored properties without a ProtoMember number"); - } - [Test] public void EveryProcessedRowParses() { // Reads the processor's own output when it is there, which is the only case that proves // the writer and the reader agree on the layout. - var folder = Path.Combine("..", "..", "..", "..", "output", "alternative", "sec", "13f"); + // From the test binaries rather than the working directory, which the runner chooses. + var folder = Path.Combine(TestContext.CurrentContext.TestDirectory, + "..", "..", "..", "..", "output", "alternative", "sec", "13f"); if (!Directory.Exists(folder)) { Assert.Ignore($"No processed output at {folder}"); @@ -433,7 +411,7 @@ public void EveryProcessedRowParses() } var rows = 0; - foreach (var path in zips.Take(50)) + foreach (var path in zips) { using var zip = System.IO.Compression.ZipFile.OpenRead(path); foreach (var entry in zip.Entries) @@ -448,6 +426,7 @@ public void EveryProcessedRowParses() // The entry is named after the filing date every line in it carries. Assert.AreEqual(Path.GetFileNameWithoutExtension(entry.Name), holding.Time.ToString("yyyyMMdd"), $"{path}#{entry.Name}"); + Assert.IsFalse(holding.OtherManager.Contains(";;"), $"{path}#{entry.Name}: {line}"); rows++; } } diff --git a/tests/SECTests.cs b/tests/SECTests.cs index c647d6a..6f93ce5 100644 --- a/tests/SECTests.cs +++ b/tests/SECTests.cs @@ -19,6 +19,7 @@ using System.IO; using System.Linq; using ProtoBuf; +using ProtoBuf.Meta; using Newtonsoft.Json; using NUnit.Framework; using QuantConnect.Data; @@ -46,9 +47,7 @@ public void ProtobufRoundTrip() var expected = CreateNewInstance(); var type = expected.GetType(); - // The sub type is registered once for the whole assembly, in ProtobufSubTypes: the - // model freezes as soon as anything is serialized, so a registration here would throw - // for whichever round trip test did not run first. + RuntimeTypeModel.Default[typeof(BaseData)].AddSubType(2000, type); using (var stream = new MemoryStream()) { diff --git a/tests/TestData/sc13d_0001193125-26-389440.txt b/tests/TestData/sc13d_0001193125-26-389440.txt deleted file mode 100644 index 0aa1ec4..0000000 --- a/tests/TestData/sc13d_0001193125-26-389440.txt +++ /dev/null @@ -1,219 +0,0 @@ -<SEC-DOCUMENT>0001193125-26-389440.txt : 20260911 -<SEC-HEADER>0001193125-26-389440.hdr.sgml : 20260911 -<ACCEPTANCE-DATETIME>20260911173717 -ACCESSION NUMBER: 0001193125-26-389440 -CONFORMED SUBMISSION TYPE: SCHEDULE 13D -PUBLIC DOCUMENT COUNT: 1 -FILED AS OF DATE: 20260911 -DATE AS OF CHANGE: 20260911 - -SUBJECT COMPANY: - - COMPANY DATA: - COMPANY CONFORMED NAME: American Homes 4 Rent - CENTRAL INDEX KEY: 0001562401 - STANDARD INDUSTRIAL CLASSIFICATION: REAL ESTATE INVESTMENT TRUSTS [6798] - ORGANIZATION NAME: 05 Real Estate & Construction - EIN: 461229660 - STATE OF INCORPORATION: MD - FISCAL YEAR END: 1231 - - FILING VALUES: - FORM TYPE: SCHEDULE 13D - SEC ACT: 1934 Act - SEC FILE NUMBER: 005-87581 - FILM NUMBER: 261375337 - - BUSINESS ADDRESS: - STREET 1: 280 PILOT ROAD - CITY: LAS VEGAS - STATE: NV - ZIP: 89119 - BUSINESS PHONE: (805) 413-5300 - - MAIL ADDRESS: - STREET 1: 280 PILOT ROAD - CITY: LAS VEGAS - STATE: NV - ZIP: 89119 - -FILED BY: - - COMPANY DATA: - COMPANY CONFORMED NAME: GUSTAVSON TAMARA HUGHES - CENTRAL INDEX KEY: 0001322750 - ORGANIZATION NAME: - - FILING VALUES: - FORM TYPE: SCHEDULE 13D - - MAIL ADDRESS: - STREET 1: 701 WESTERN AVENUE - CITY: GLENDALE - STATE: CA - ZIP: 91201-2349 -</SEC-HEADER> -<DOCUMENT> -<TYPE>SCHEDULE 13D -<SEQUENCE>1 -<FILENAME>primary_doc.xml -<TEXT> -<XML> -<?xml version="1.0" encoding="UTF-8"?><edgarSubmission xmlns="http://www.sec.gov/edgar/schedule13D" xmlns:xsd="http://www.w3.org/2001/XMLSchema" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance"> - <schemaVersion>X0202</schemaVersion> -<headerData> - <submissionType>SCHEDULE 13D</submissionType> - <filerInfo> - <filer> - <filerCredentials> - <cik>0001322750</cik> - <ccc>XXXXXXXX</ccc> - </filerCredentials> - </filer> - <liveTestFlag>LIVE</liveTestFlag> - - - - </filerInfo> - </headerData> - <formData> - <coverPageHeader> - <securitiesClassTitle>Class A common shares of beneficial interest, $0.01 par value per share </securitiesClassTitle> - <dateOfEvent>09/11/2026</dateOfEvent> - <previouslyFiledFlag>false</previouslyFiledFlag> - <issuerInfo> - <issuerCIK>0001562401</issuerCIK> - <issuerCusips> - <issuerCusipNumber>02665T306</issuerCusipNumber> - </issuerCusips> - <issuerName>American Homes 4 Rent</issuerName> - <address> - <street1 xmlns="http://www.sec.gov/edgar/common">280 Pilot Road</street1> - <city xmlns="http://www.sec.gov/edgar/common">Las Vegas</city> - <stateOrCountry xmlns="http://www.sec.gov/edgar/common">NV</stateOrCountry> - <zipCode xmlns="http://www.sec.gov/edgar/common">89119</zipCode> - </address> - </issuerInfo> - <authorizedPersons> - <notificationInfo> - <personName>David Goldberg</personName> - <personPhoneNum>(310) 774-5332</personPhoneNum> - <personAddress> - <street1 xmlns="http://www.sec.gov/edgar/common">22917 Pacific Coast Highway #300</street1> - <city xmlns="http://www.sec.gov/edgar/common">Malibu</city> - <stateOrCountry xmlns="http://www.sec.gov/edgar/common">CA</stateOrCountry> - <zipCode xmlns="http://www.sec.gov/edgar/common">90265</zipCode> - </personAddress> - </notificationInfo> - </authorizedPersons> - </coverPageHeader> - <reportingPersons> - <reportingPersonInfo> - <reportingPersonCIK>0001322750</reportingPersonCIK> - <reportingPersonNoCIK>N</reportingPersonNoCIK> - <reportingPersonName>Tamara Hughes Gustavson</reportingPersonName> - <fundType>PF</fundType> - <legalProceedings>N</legalProceedings> - <citizenshipOrOrganization>X1</citizenshipOrOrganization> - <soleVotingPower>21470184</soleVotingPower> - <sharedVotingPower>100</sharedVotingPower> - <soleDispositivePower>21470184</soleDispositivePower> - <sharedDispositivePower>100</sharedDispositivePower> - <aggregateAmountOwned>21470284</aggregateAmountOwned> - <isAggregateExcludeShares>N</isAggregateExcludeShares> - <percentOfClass>5.98</percentOfClass> - <typeOfReportingPerson>IN</typeOfReportingPerson> - <commentContent>(1) The numbers in rows 7, 9 and 11 include shares indirectly beneficially owned and 5,421 restricted share units, each representing a contingent right to receive one Class A common share. -(2) The numbers in rows 8, 10 and 11 include shares held beneficially by spouse. -(3) Percentage of class based on number of shares outstanding at July 29, 2026. - -The Shares (as defined below) held by Tamara Hughes Gustavson (the "Reporting Person") reported on this Schedule 13D were previously reported on a Schedule 13D (the "Previous Report") filed with the Securities and Exchange Commission (the "SEC") by B. Wayne Hughes and the Reporting Person (collectively, the "Original Persons"). On September 11, 2026, the Original Persons filed an amendment to their Schedule 13D to report that they no longer constituted a "group" within the meaning of Section 13(d)(3) of the Securities Exchange Act of 1934, as amended (the "Exchange Act"). This Schedule 13D is being filed because the Reporting Person continues to be a reporting person for purposes of Schedule 13D. - -</commentContent> - </reportingPersonInfo> - </reportingPersons> - <items1To7> - <item1> - <securityTitle>Class A common shares of beneficial interest, $0.01 par value per share </securityTitle> - <issuerName>American Homes 4 Rent</issuerName> - <issuerPrincipalAddress> - <street1 xmlns="http://www.sec.gov/edgar/common">280 Pilot Road</street1> - <city xmlns="http://www.sec.gov/edgar/common">Las Vegas</city> - <stateOrCountry xmlns="http://www.sec.gov/edgar/common">NV</stateOrCountry> - <zipCode xmlns="http://www.sec.gov/edgar/common">89119</zipCode> - </issuerPrincipalAddress> - </item1> - <item2> - <filingPersonName>Tamara Hughes Gustavson</filingPersonName> - <principalBusinessAddress>884 Iron Works Pike, Lexington KY 40511 -</principalBusinessAddress> - <principalJob>The Reporting Person serves on the Board of Trustees of the Issuer. </principalJob> - <hasBeenConvicted>During the last five years, the Reporting Person has not been convicted in a criminal proceeding (excluding traffic violations or similar misdemeanors).</hasBeenConvicted> - <convictionDescription>During the last five years, the Reporting Person has not been a party to a civil proceeding of a judicial or administrative body of competent jurisdiction and as a result of such proceeding was or is subject to a judgment, decree or final order enjoining future violations of, or prohibiting or mandating activities subject to, federal or state securities laws or finding any violation with respect to such laws.</convictionDescription> - <citizenship>United States</citizenship> - </item2> - <item3> - <fundsSource>As of September 11, 2026, Ms. Tamara Hughes Gustavson owned a total of 21,470,284 Shares. - -The funds used for purchases, if any, of Shares beneficially owned by the Reporting Person were obtained from the Reporting Person's personal funds. As noted below, the sole purpose of this filing is to continue the Reporting Person's compliance with her reporting obligations which were previously satisfied by the Previous Report. -</fundsSource> - </item3> - <item4> - <transactionPurpose>The purpose of the acquisition of Shares by the Reporting Person is for investment as part of the general investment portfolio of the Reporting Person. This Schedule 13D is being filed because the Reporting Person is no longer a member of a "group" within the meaning of Section 13(d)(3) of the Act, as disclosed in the explanatory note to this Schedule 13D. This filing is not being made as a result of any particular acquisition or disposition of securities by the Reporting Person. - -The Reporting Person intends to review her investments in the Issuer on a continuing basis and may, at any time, consistent with the Reporting Person's obligations under the federal securities laws, determine to increase or decrease her ownership of Shares through purchases or sales of Shares in the open market or in privately negotiated transactions. Such determination will depend on various factors, including the Issuer's business prospects, other developments concerning the Issuer, general economic conditions, money and stock market conditions, and any other facts and circumstances which may become known to the Reporting Person regarding her investments in the Issuer. - -By virtue of the purchase of the Shares, the Reporting Person has no plans or proposals which relate to or would result in (i) the acquisition by any person of additional securities of the Issuer, or the disposition of securities of the Issuer; (ii) an extraordinary corporate transaction, such as a merger, reorganization or liquidation, involving the Issuer or any of its subsidiaries; (iii) a sale or transfer of a material amount of assets of the Issuer or any of its subsidiaries; (iv) any change in the present board of trustees or management of the Issuer, including any plans or proposals to change the number or term of trustees or fill any existing vacancies on the board; (v) any material change in the present capitalization or dividend policy of the Issuer; (vi) any other material change in the Issuer's business or corporate structure; (vii) changes in the Issuer's charter or bylaws or other actions which may impede the acquisition or control of the Issuer by any person; (viii) causing a class of securities of the Issuer to be delisted from the national securities exchange or to cease to be authorized to be quoted in an inter-dealer quotation system of a registered national securities association; (ix) a class of equity securities of the Issuer becoming eligible for termination of registration pursuant to Section 12(d)(4) of the Act; or (x) any action similar to any of those described above. - -The Reporting Person is a trustee of the Issuer and, in her capacity as such, may, from time to time, propose to the Issuer's Board of Trustees a wide variety of types of transactions, including transactions similar to those described above. - -</transactionPurpose> - </item4> - <item5> - <percentageOfClassSecurities>The aggregate percentage of Shares reported beneficially owned by the Reporting Person is determined based upon 359,179,944 Shares outstanding as of July 29, 2026, as set forth in the Issuer's Quarterly Report on Form 10-Q for the quarter ended June 30, 2026. As of June 30, 2026, the Reporting Person beneficially owned 21,470,284 Shares, representing approximately 5.98% of the outstanding Shares. - -</percentageOfClassSecurities> - <numberOfShares>The aggregate percentage of Shares reported beneficially owned by the Reporting Person is determined based upon 359,179,944 Shares outstanding as of July 29, 2026, as set forth in the Issuer's Quarterly Report on Form 10-Q for the quarter ended June 30, 2026. As of June 30, 2026, the Reporting Person beneficially owned 21,470,284 Shares, representing approximately 5.98% of the outstanding Shares, which includes: - - (1) 9,415,345 Shares (which includes 5,421 restricted share units, each representing a contingent right to receive one Share) held directly, of which the Reporting Person has sole voting and dispositive power; - - (2) 11,621,725 Shares held by Tamara H. Gustavson Revocable Trust, of which the Reporting Person has sole voting and dispositive power; - - (3) 158,780 Shares held by a custodian of an individual retirement account, of which the Reporting Person has sole voting and dispositive power; - - (4) 100 Shares held by the Reporting Person's husband, of which the Reporting Person has shared voting and dispositive power; and - - (5) 274,334 Shares held by THG AT, LLC, an LLC formed for the benefit of the Reporting Person and her family and of which the Reporting Person is manager and has sole voting and dispositive power</numberOfShares> - <transactionDesc>The Reporting Person has not effected any transactions in the Shares during the past sixty days.</transactionDesc> - <listOfShareholders>Except as disclosed herein, no other person is known to the Reporting Person to have the right to receive or the power to direct receipt of dividends from, or the proceeds from the sale of, Shares beneficially owned by the Reporting Person. </listOfShareholders> - <date5PercentOwnership>Not applicable.</date5PercentOwnership> - </item5> - <item6> - <contractDescription>Except as disclosed herein, to the best knowledge of the Reporting Person, there are at present no contracts, arrangements, understandings or relationships (legal or otherwise) between the Reporting Person and any person with respect to any securities of the Issuer, including but not limited to, transfer or voting of any of the securities of the Issuer, finder's fees, joint ventures, loan or option arrangements, puts or calls, guarantees of profits, division of profits or loss or the giving or withholding of proxies, or a pledge or contingency the occurrence of which would give another person voting power over securities of the Issuer. -</contractDescription> - </item6> - <item7> - <filedExhibits>Exhibit A: Power of Attorney, dated as of September 2, 2015 (incorporated by reference to Schedule 13D filed on September 2, 2015). </filedExhibits> - </item7> - </items1To7> - <signatureInfo> - <signaturePerson> - <signatureReportingPerson>Tamara Hughes Gustavson</signatureReportingPerson> - <signatureDetails> - <signature>*</signature> - <title>Tamara Hughes Gustavson</title> - <date>09/11/2026</date> - </signatureDetails> - <signatureDetails> - <signature>*/s/ David Goldberg</signature> - <title>David Goldberg/Attorney-in-fact</title> - <date>09/11/2026</date> - </signatureDetails> - </signaturePerson> - </signatureInfo> - </formData> -</edgarSubmission> -</XML> -</TEXT> -</DOCUMENT> -</SEC-DOCUMENT> diff --git a/tests/TestData/sc13g_0001213900-26-099322.txt b/tests/TestData/sc13g_0001213900-26-099322.txt deleted file mode 100644 index 25285c7..0000000 --- a/tests/TestData/sc13g_0001213900-26-099322.txt +++ /dev/null @@ -1,353 +0,0 @@ -<SEC-DOCUMENT>0001213900-26-099322.txt : 20260911 -<SEC-HEADER>0001213900-26-099322.hdr.sgml : 20260911 -<ACCEPTANCE-DATETIME>20260911170001 -ACCESSION NUMBER: 0001213900-26-099322 -CONFORMED SUBMISSION TYPE: SCHEDULE 13G -PUBLIC DOCUMENT COUNT: 2 -FILED AS OF DATE: 20260911 -DATE AS OF CHANGE: 20260911 - -SUBJECT COMPANY: - - COMPANY DATA: - COMPANY CONFORMED NAME: Vulcan Infrastructure & Power Inc. - CENTRAL INDEX KEY: 0001844971 - STANDARD INDUSTRIAL CLASSIFICATION: FINANCE SERVICES [6199] - ORGANIZATION NAME: 09 Crypto Assets - EIN: 861746728 - STATE OF INCORPORATION: DE - FISCAL YEAR END: 1231 - - FILING VALUES: - FORM TYPE: SCHEDULE 13G - SEC ACT: 1934 Act - SEC FILE NUMBER: 005-92880 - FILM NUMBER: 261375072 - - BUSINESS ADDRESS: - STREET 1: 1159 PITTSFORD-VICTOR ROAD - STREET 2: SUITE 240 - CITY: PITTSFORD - STATE: NY - ZIP: 14534 - BUSINESS PHONE: 315-536-2359 - - MAIL ADDRESS: - STREET 1: 1159 PITTSFORD-VICTOR ROAD - STREET 2: SUITE 240 - CITY: PITTSFORD - STATE: NY - ZIP: 14534 - - FORMER COMPANY: - FORMER CONFORMED NAME: Greenidge Generation Holdings Inc. - DATE OF NAME CHANGE: 20210208 - -FILED BY: - - COMPANY DATA: - COMPANY CONFORMED NAME: BRC Group Holdings, Inc. - CENTRAL INDEX KEY: 0001464790 - STANDARD INDUSTRIAL CLASSIFICATION: INVESTMENT ADVICE [6282] - ORGANIZATION NAME: 02 Finance - EIN: 270223495 - STATE OF INCORPORATION: DE - FISCAL YEAR END: 1231 - - FILING VALUES: - FORM TYPE: SCHEDULE 13G - - BUSINESS ADDRESS: - STREET 1: 11100 SANTA MONICA BLVD - STREET 2: SUITE 800 - CITY: LOS ANGELES - STATE: CA - ZIP: 90025 - BUSINESS PHONE: 818-884-3737 - - MAIL ADDRESS: - STREET 1: 11100 SANTA MONICA BLVD - STREET 2: SUITE 800 - CITY: LOS ANGELES - STATE: CA - ZIP: 90025 - - FORMER COMPANY: - FORMER CONFORMED NAME: B. Riley Financial, Inc. - DATE OF NAME CHANGE: 20141104 - - FORMER COMPANY: - FORMER CONFORMED NAME: Great American Group, Inc. - DATE OF NAME CHANGE: 20090522 -</SEC-HEADER> -<DOCUMENT> -<TYPE>SCHEDULE 13G -<SEQUENCE>1 -<FILENAME>primary_doc.xml -<TEXT> -<XML> -<?xml version="1.0" encoding="UTF-8"?><edgarSubmission xmlns="http://www.sec.gov/edgar/schedule13g" xmlns:com="http://www.sec.gov/edgar/common"> - <schemaVersion>X0202</schemaVersion> -<headerData> - <submissionType>SCHEDULE 13G</submissionType> - <filerInfo> - <filer> - <filerCredentials> - <!-- Field: Pseudo-Tag; ID: Name; Data: BRC Group Holdings, Inc. --> - <cik>0001464790</cik> - <ccc>XXXXXXXX</ccc> - </filerCredentials> - </filer> - <liveTestFlag>LIVE</liveTestFlag> - - - - </filerInfo> - </headerData> - <formData> - <coverPageHeader> - <securitiesClassTitle>Class A Common Stock, par value $0.0001 per share</securitiesClassTitle> - <eventDateRequiresFilingThisStatement>09/02/2026</eventDateRequiresFilingThisStatement> - <issuerInfo> - <issuerCik>0001844971</issuerCik> - <issuerName>Vulcan Infrastructure &amp; Power Inc.</issuerName> - <issuerCusips> - <issuerCusipNumber>39531G308</issuerCusipNumber> - </issuerCusips> - <issuerPrincipalExecutiveOfficeAddress> - <com:street1>1159 Pittsford-Victor Road</com:street1> - <com:street2>Suite 240</com:street2> - <com:city>Pittsford</com:city> - <com:stateOrCountry>NY</com:stateOrCountry> - <com:zipCode>14534</com:zipCode> - </issuerPrincipalExecutiveOfficeAddress> - </issuerInfo> - <designateRulesPursuantThisScheduleFiled> - <designateRulePursuantThisScheduleFiled>Rule 13d-1(c)</designateRulePursuantThisScheduleFiled> - </designateRulesPursuantThisScheduleFiled> - </coverPageHeader> - <coverPageHeaderReportingPersonDetails> - - - <reportingPersonName>BRC Group Holdings, Inc.</reportingPersonName> - <citizenshipOrOrganization>DE</citizenshipOrOrganization> - <reportingPersonBeneficiallyOwnedNumberOfShares> - <soleVotingPower>0.00</soleVotingPower> - <sharedVotingPower>2339181.00</sharedVotingPower> - <soleDispositivePower>0.00</soleDispositivePower> - <sharedDispositivePower>2339181.00</sharedDispositivePower> - </reportingPersonBeneficiallyOwnedNumberOfShares> - <reportingPersonBeneficiallyOwnedAggregateNumberOfShares>2339181.00</reportingPersonBeneficiallyOwnedAggregateNumberOfShares> - <aggregateAmountExcludesCertainSharesFlag>N</aggregateAmountExcludesCertainSharesFlag> - <classPercent>7.1</classPercent> - <typeOfReportingPerson>HC</typeOfReportingPerson> - <comments>Based on 32,842,698 shares of Class A common stock, par value $0.0001 per share (the "Common Stock") outstanding as of August 12, 2026, as reported in the Company's Quarterly Report on Form 10-Q, filed on August 14, 2026 and the Company's DEF 14C filing, filed on August 17, 2026.</comments> - </coverPageHeaderReportingPersonDetails> - <coverPageHeaderReportingPersonDetails> - - <reportingPersonName>B. Riley Securities, Inc.</reportingPersonName> - <citizenshipOrOrganization>DE</citizenshipOrOrganization> - <reportingPersonBeneficiallyOwnedNumberOfShares> - <soleVotingPower>0.00</soleVotingPower> - <sharedVotingPower>2339181.00</sharedVotingPower> - <soleDispositivePower>0.00</soleDispositivePower> - <sharedDispositivePower>2339181.00</sharedDispositivePower> - </reportingPersonBeneficiallyOwnedNumberOfShares> - <reportingPersonBeneficiallyOwnedAggregateNumberOfShares>2339181.00</reportingPersonBeneficiallyOwnedAggregateNumberOfShares> - <aggregateAmountExcludesCertainSharesFlag>N</aggregateAmountExcludesCertainSharesFlag> - <classPercent>7.1</classPercent> - <typeOfReportingPerson>OO</typeOfReportingPerson> - <comments>Based on 32,842,698 shares of Common Stock outstanding as of August 12, 2026, as reported in the Company's Quarterly Report on Form 10-Q, filed on August 14, 2026 and the Company's DEF 14C filing, filed on August 17, 2026.</comments> - </coverPageHeaderReportingPersonDetails> - <coverPageHeaderReportingPersonDetails> - - <reportingPersonName>Bryant Riley</reportingPersonName> - <citizenshipOrOrganization>X1</citizenshipOrOrganization> - <reportingPersonBeneficiallyOwnedNumberOfShares> - <soleVotingPower>0.00</soleVotingPower> - <sharedVotingPower>2339181.00</sharedVotingPower> - <soleDispositivePower>0.00</soleDispositivePower> - <sharedDispositivePower>2339181.00</sharedDispositivePower> - </reportingPersonBeneficiallyOwnedNumberOfShares> - <reportingPersonBeneficiallyOwnedAggregateNumberOfShares>2339181.00</reportingPersonBeneficiallyOwnedAggregateNumberOfShares> - <aggregateAmountExcludesCertainSharesFlag>N</aggregateAmountExcludesCertainSharesFlag> - <classPercent>7.1</classPercent> - <typeOfReportingPerson>IN</typeOfReportingPerson> - <comments>Based on 32,842,698 shares of Common Stock outstanding as of August 12, 2026, as reported in the Company's Quarterly Report on Form 10-Q, filed on August 14, 2026 and the Company's DEF 14C filing, filed on August 17, 2026.</comments> - </coverPageHeaderReportingPersonDetails> - <items> - <item1> - <issuerName>Vulcan Infrastructure &amp; Power Inc.</issuerName> - <issuerPrincipalExecutiveOfficeAddress>1159 Pittsford-Victor Road, Suite 240, Pittsford, New York 14534</issuerPrincipalExecutiveOfficeAddress> - </item1> - <item2> - <filingPersonName>BRC Group Holdings, Inc., a Delaware corporation ("BRC"), B. Riley Securities, Inc., a Delaware corporation ("BRS"), Bryant Riley is an individual ("Riley"). Each of the foregoing is referred to as a "Reporting Person" and collectively as the "Reporting Persons."</filingPersonName> - <principalBusinessOfficeOrResidenceAddress>11100 Santa Monica Blvd. Suite 800, Los Angeles, CA 90025</principalBusinessOfficeOrResidenceAddress> - <citizenship>BRC and BRS are organized under the laws of the State of Delaware. Riley is a citizen of the United State of America.</citizenship> - </item2> - <item3> - <notApplicableFlag>N</notApplicableFlag> - <typeOfPersonFiling>HC</typeOfPersonFiling> - </item3> - <item4> - <amountBeneficiallyOwned>(1) As of the date hereof, BRS holds 2,339,181 shares of the Company's Common Stock. (2) As of the date hereof, BRC, majority holder of B. Riley Securities Holdings, Inc. ("BRSH"), which is the parent company of BRS, may be deemed to hold 2,339,181 shares of the Company's Common Stock. (3) As of the date hereof, Riley may be deemed to hold 2,339,181 shares of the Company's Common Stock. Each of BRC, BRS and Riley disclaims beneficial ownership of the outstanding shares of Common Stock reported herein, except to the extent of its/his respective pecuniary interest therein.</amountBeneficiallyOwned> - <classPercent>The information contained on the cover pages to this filing is incorporated by reference herein.</classPercent> - <numberOfSharesPersonHas> - <solePowerOrDirectToVote>The information contained on the cover pages to this filing is incorporated by reference herein.</solePowerOrDirectToVote> - <sharedPowerOrDirectToVote>The information contained on the cover pages to this filing is incorporated by reference herein.</sharedPowerOrDirectToVote> - <solePowerOrDirectToDispose>The information contained on the cover pages to this filing is incorporated by reference herein.</solePowerOrDirectToDispose> - <sharedPowerOrDirectToDispose>The information contained on the cover pages to this filing is incorporated by reference herein.</sharedPowerOrDirectToDispose> - </numberOfSharesPersonHas> - </item4> - <item5> - <notApplicableFlag>Y</notApplicableFlag> - </item5> - <item6> - <notApplicableFlag>Y</notApplicableFlag> - </item6> - <item7> - <notApplicableFlag>N</notApplicableFlag> - <subsidiaryIdentificationAndClassification>BRS is a subsidiary of B. Riley Securities Holdings, Inc. ("BRSH"). BRSH is majority owned by BRC.</subsidiaryIdentificationAndClassification> - </item7> - <item8> - <notApplicableFlag>Y</notApplicableFlag> - </item8> - <item9> - <notApplicableFlag>Y</notApplicableFlag> - </item9> - <item10> - <notApplicableFlag>N</notApplicableFlag> - <certifications>By signing below I certify that, to the best of my knowledge and belief, the securities referred to above were not acquired and are not held for the purpose of or with the effect of changing or influencing the control of the issuer of the securities and were not acquired and are not held in connection with or as a participant in any transaction having that purpose or effect, other than activities solely in connection with a nomination under § 240.14a-11.</certifications> - </item10> - </items> - <exhibitInfo>Exhibit A - Joint Filing Agreement</exhibitInfo> - <signatureInformation> - <reportingPersonName>BRC Group Holdings, Inc.</reportingPersonName> - <signatureDetails> - <signature>/s/ Bryant Riley</signature> - <title>Bryant Riley/Co-Chief Executive Officer</title> - <date>09/11/2026</date> - </signatureDetails> - </signatureInformation> - <signatureInformation> - <reportingPersonName>B. Riley Securities, Inc.</reportingPersonName> - <signatureDetails> - <signature>/s/ Frank Pigott</signature> - <title>Frank Pigott/General Counsel &amp; Corporate Secretary</title> - <date>09/11/2026</date> - </signatureDetails> - </signatureInformation> - <signatureInformation> - <reportingPersonName>Bryant Riley</reportingPersonName> - <signatureDetails> - <signature>/s/ Bryant Riley</signature> - <title>Bryant Riley</title> - <date>09/11/2026</date> - </signatureDetails> - </signatureInformation> - </formData> - -</edgarSubmission> -</XML> -</TEXT> -</DOCUMENT> -<DOCUMENT> -<TYPE>EX-99.A -<SEQUENCE>2 -<FILENAME>ea030520001ex99-a.htm -<DESCRIPTION>JOINT FILING AGREEMENT -<TEXT> -<HTML> -<HEAD> - <TITLE></TITLE> -</HEAD> -<BODY STYLE="font: 10pt Times New Roman, Times, Serif"> - -<P STYLE="margin: 0pt 0; font: 10pt Times New Roman, Times, Serif"></P> - -<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0pt 0; text-align: right"><B>Exhibit A</B></P> - -<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0pt 0; text-align: center">&nbsp;</P> - -<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0pt 0; text-align: center"><B>JOINT FILING AGREEMENT</B></P> - -<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0pt 0; text-align: center">&nbsp;</P> - -<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0pt 0; text-align: justify">In accordance with Rule 13d-1(k), as promulgated -under the Securities Exchange Act of 1934, as amended, the persons named below agree to the joint filing on behalf of each of them a Statement -on Schedule 13G (including amendments thereto) with regard to the preferred stock and underlying common stock of MGT Investments, Inc., -and further agree that this Joint Filing Agreement be included as an Exhibit to such joint filings. In evidence thereof, the undersigned, -being duly authorized, hereby execute this Joint Filing Agreement as of September 11, 2026.</P> - -<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0pt 0; text-align: justify">&nbsp;</P> - -<TABLE CELLSPACING="0" CELLPADDING="0" STYLE="font: 10pt Times New Roman, Times, Serif; width: 100%; border-collapse: collapse"> - <TR STYLE="vertical-align: top"> - <TD><FONT STYLE="font-size: 10pt">Date: September 11, 2026</FONT></TD> - <TD COLSPAN="2"><FONT STYLE="font-size: 10pt">BRC Group Holdings, Inc.</FONT></TD></TR> - <TR STYLE="vertical-align: top"> - <TD STYLE="width: 60%">&nbsp;</TD> - <TD STYLE="width: 5%">&nbsp;</TD> - <TD STYLE="width: 35%">&nbsp;</TD></TR> - <TR STYLE="vertical-align: top"> - <TD>&nbsp;</TD> - <TD><FONT STYLE="font-size: 10pt">By:</FONT></TD> - <TD STYLE="border-bottom: black 1.5pt solid"><FONT STYLE="font-size: 10pt">/s/ Bryant Riley&nbsp;</FONT></TD></TR> - <TR STYLE="vertical-align: top"> - <TD>&nbsp;</TD> - <TD><FONT STYLE="font-size: 10pt">Name:&nbsp;</FONT></TD> - <TD><FONT STYLE="font-size: 10pt">Bryant Riley</FONT></TD></TR> - <TR STYLE="vertical-align: top"> - <TD>&nbsp;</TD> - <TD><FONT STYLE="font-size: 10pt">Title:</FONT></TD> - <TD><FONT STYLE="font-size: 10pt">Co-Chief Executive Officer</FONT></TD></TR> - </TABLE> -<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0pt 0; text-align: justify">&nbsp;</P> - -<TABLE CELLSPACING="0" CELLPADDING="0" STYLE="font: 10pt Times New Roman, Times, Serif; width: 100%; border-collapse: collapse"> - <TR STYLE="vertical-align: top"> - <TD><FONT STYLE="font-size: 10pt">Date: September 11, 2026</FONT></TD> - <TD COLSPAN="2"><FONT STYLE="font-size: 10pt">B. Riley Securities, Inc.</FONT></TD></TR> - <TR STYLE="vertical-align: top"> - <TD STYLE="width: 62%">&nbsp;</TD> - <TD STYLE="width: 2%">&nbsp;</TD> - <TD STYLE="width: 36%">&nbsp;</TD></TR> - <TR STYLE="vertical-align: top"> - <TD>&nbsp;</TD> - <TD><FONT STYLE="font-size: 10pt">By:</FONT></TD> - <TD STYLE="border-bottom: black 1.5pt solid"><FONT STYLE="font-size: 10pt">/s/ Frank Pigott&nbsp;</FONT></TD></TR> - <TR STYLE="vertical-align: top"> - <TD>&nbsp;</TD> - <TD><FONT STYLE="font-size: 10pt">Name:&nbsp;</FONT></TD> - <TD><FONT STYLE="font-size: 10pt">Frank Pigott</FONT></TD></TR> - <TR STYLE="vertical-align: top"> - <TD>&nbsp;</TD> - <TD><FONT STYLE="font-size: 10pt">Title:</FONT></TD> - <TD><FONT STYLE="font-size: 10pt">General Counsel &amp; Corporate Secretary</FONT></TD></TR> - </TABLE> -<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0pt 0">&nbsp;</P> - -<TABLE CELLSPACING="0" CELLPADDING="0" STYLE="font: 10pt Times New Roman, Times, Serif; width: 100%; border-collapse: collapse"> - <TR STYLE="vertical-align: top"> - <TD><FONT STYLE="font-size: 10pt">Date: September 11, 2026</FONT></TD> - <TD COLSPAN="2"><FONT STYLE="font-size: 10pt">Bryant Riley</FONT></TD></TR> - <TR STYLE="vertical-align: top"> - <TD STYLE="width: 62%">&nbsp;</TD> - <TD STYLE="width: 2%">&nbsp;</TD> - <TD STYLE="width: 36%">&nbsp;</TD></TR> - <TR STYLE="vertical-align: top"> - <TD>&nbsp;</TD> - <TD><FONT STYLE="font-size: 10pt">By:</FONT></TD> - <TD STYLE="border-bottom: black 1.5pt solid"><FONT STYLE="font-size: 10pt">/s/ Bryant Riley</FONT></TD></TR> - <TR STYLE="vertical-align: top"> - <TD>&nbsp;</TD> - <TD><FONT STYLE="font-size: 10pt">Name:&nbsp;</FONT></TD> - <TD><FONT STYLE="font-size: 10pt">Bryant Riley</FONT></TD></TR> - </TABLE> -<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0pt 0">&nbsp;</P> - -</BODY> -</HTML> -</TEXT> -</DOCUMENT> -</SEC-DOCUMENT> diff --git a/tests/Tests.csproj b/tests/Tests.csproj index 4b26466..e8637ae 100644 --- a/tests/Tests.csproj +++ b/tests/Tests.csproj @@ -13,12 +13,6 @@ <Content Include="..\SECReportDataAlgorithm.py" Link="SECReportDataAlgorithm.py" /> <Compile Include="..\SEC13FAlgorithm.cs" Link="SEC13FAlgorithm.cs" /> <Content Include="..\SEC13FAlgorithm.py" Link="SEC13FAlgorithm.py" /> - <Content Include="TestData\sc13d_0001193125-26-389440.txt"> - <CopyToOutputDirectory>PreserveNewest</CopyToOutputDirectory> - </Content> - <Content Include="TestData\sc13g_0001213900-26-099322.txt"> - <CopyToOutputDirectory>PreserveNewest</CopyToOutputDirectory> - </Content> <Content Include="TestData\sec_report_raw_single.xml"> <CopyToOutputDirectory>PreserveNewest</CopyToOutputDirectory> </Content> From e4647354445016705bbdd64ff832539ebad91bc0 Mon Sep 17 00:00:00 2001 From: Josue Nina <josue.nina.ponce@gmail.com> Date: Mon, 21 Sep 2026 12:14:24 -0500 Subject: [PATCH 3/7] Fix the manager names, the filer CIK and the days an incremental run reads The published manager names could not be read back as a CSV, an incremental run stepped over the days an outage had missed and reported success, and the daily path took the filer from the index rather than from the filing. All three now have tests. Processor - Take the commas out of a manager name where the cover page is read, and again where managers.csv is written, since the names folded in were published carrying theirs - Read the filer's CIK from the primary document, falling back to the index, so the daily path and the data sets name the same manager - Reach back to the day after the last one folded in, not only the ten day lookback, so the days a run missed while EDGAR blocked it are caught up rather than skipped - Keep the manager name of the latest filing rather than of the last row read, so a day whose index came late does not roll the name back - Let an option line resolved by price take that price's unit, the way a share line takes its own: its filing has no share line to read when every line is an option - Stop taking a managers.csv that could not be read for the day's answer, which left every name null until midnight over one missed fetch Tests - Fold a real EDGAR day into a real published history, since every other test builds the day's archive with this repository's own writer and reads it back the same way Also drops comments left behind by the universe this PR removed and a byte order mark on the processor that no other file carries, and rewrites the published sample the way the processor now writes it. --- DataProcessing/SEC13FDownloader.cs | 81 +- DataProcessing/SEC13FEdgarDay.cs | 21 +- SEC13FHolding.cs | 5 +- SEC13FManagerNameProvider.cs | 35 +- listing-about-whales.md | 2 +- output/alternative/sec/13f/managers.csv | 12538 +++++++++++----------- tests/SEC13FIncrementalRealDayTests.cs | 165 + tests/SEC13FProcessorTests.cs | 160 +- tests/SEC13FTests.cs | 39 +- 9 files changed, 6733 insertions(+), 6313 deletions(-) create mode 100644 tests/SEC13FIncrementalRealDayTests.cs diff --git a/DataProcessing/SEC13FDownloader.cs b/DataProcessing/SEC13FDownloader.cs index 1c772da..90c3b83 100644 --- a/DataProcessing/SEC13FDownloader.cs +++ b/DataProcessing/SEC13FDownloader.cs @@ -1,4 +1,4 @@ -/* +/* * QUANTCONNECT.COM - Democratizing Finance, Empowering Individuals. * Lean Algorithmic Trading Engine v2.0. Copyright 2014 QuantConnect Corporation. * @@ -165,7 +165,7 @@ public class SEC13FDownloader : IDisposable /// Every filing manager's name by CIK, as the most recent cover page stated it. Published /// once in managers.csv rather than on each of the reported positions. /// </summary> - private readonly Dictionary<int, string> _managerNames = new(); + private readonly Dictionary<int, (DateTime Filed, string Name)> _managerNames = new(); /// <summary> /// Rows waiting to be staged, flushed per archive. Keyed by security, because several CUSIPs @@ -359,8 +359,11 @@ public void Run() } else { - // The deployment date, and any recent day whose index EDGAR published late. - ProcessEdgarDays(EdgarDaysToRead(_deploymentDate.Value.AddDays(-EdgarLookbackDays), _deploymentDate.Value)); + // The deployment date, and any recent day whose index EDGAR published late. The + // window also reaches back to the day after the last one folded in, or the days a + // run missed while EDGAR blocked the job fall out of the lookback and no later run + // ever reads them, with every run since reporting success. + ProcessEdgarDays(EdgarDaysToRead(FirstDayToCatchUp(_deploymentDate.Value), _deploymentDate.Value)); } FinalizeSecurityFiles(); @@ -410,6 +413,22 @@ internal static List<Archive> ArchivesBefore(List<Archive> archives, DateTime ed return archives.Where(archive => archive.End < edgarFrom).ToList(); } + /// <summary> + /// Where an incremental run starts reading: the lookback, or further back when the last day + /// folded in is older than that, so a gap left by an outage is caught up rather than skipped. + /// </summary> + internal DateTime FirstDayToCatchUp(DateTime deploymentDate) + { + var lookback = deploymentDate.AddDays(-EdgarLookbackDays); + if (_edgarDays.Count == 0) + { + return lookback; + } + + var afterTheLast = _edgarDays.Max.AddDays(1); + return afterTheLast < lookback ? afterTheLast : lookback; + } + /// <summary> /// The weekdays from one date to another that no earlier run has folded in, never before the /// day EDGAR took over from the data sets. @@ -796,15 +815,19 @@ private void ReadCoverPages(ZipArchive zip, Archive archive, Dictionary<string, continue; } - // managers.csv is split on its first comma only, so a name keeps its own. - var name = fields[columns["FILINGMANAGER_NAME"]].Trim(); + // No field of managers.csv may carry a comma: the file is split on every one. + var name = Sanitize(fields[columns["FILINGMANAGER_NAME"]]); if (name.Length > 0) { submission.ManagerName = name; - // The latest name a run sees for a CIK wins, which is the one filed most - // recently, since the archives are read oldest first. - _managerNames[submission.Cik] = name; + // The name of the latest filing wins, rather than of the last row read: neither + // a cover page table nor the order a run reads days in is sorted by filing date, + // so a day whose index came late would otherwise roll the name back. + if (!_managerNames.TryGetValue(submission.Cik, out var known) || known.Filed <= submission.FilingDate) + { + _managerNames[submission.Cik] = (submission.FilingDate, name); + } } var amendmentType = Sanitize(fields[columns["AMENDMENTTYPE"]]); @@ -880,7 +903,7 @@ internal sealed class PositionLine public decimal? ReportedValue { get; init; } /// <summary>The power of ten that turns <see cref="ReportedValue"/> into whole dollars.</summary> - public int ValueScale { get; init; } + public int ValueScale { get; set; } public string PutCall { get; set; } public string InvestmentDiscretion { get; init; } @@ -1331,7 +1354,11 @@ private void EmitOptionLinesByPrice(HoldingKey key, Holding holding) foreach (var line in holding.Lines) { var matches = line.Amount > 0m && line.ReportedValue > 0m - ? candidates.Where(candidate => MatchesClose(line.ReportedValue.Value / line.Amount.Value, candidate.Close.Value)).ToList() + ? candidates + .Select(candidate => (candidate.Security, + Scale: ScaleAgainstClose(line.ReportedValue.Value / line.Amount.Value, candidate.Close.Value))) + .Where(candidate => candidate.Scale != null) + .ToList() : []; var ticker = matches.Count == 1 ? ResolveTicker(matches[0].Security, key.FilingDate) : null; @@ -1342,6 +1369,11 @@ private void EmitOptionLinesByPrice(HoldingKey key, Holding holding) continue; } + // The fund and the unit are read off the same close, so the line takes its own + // price the way a share line does: it had to take its filing's only for as long as + // there was no close to measure it against. + line.ValueScale = matches[0].Scale.Value; + InferOptionSide(key.Cusip, line); _optionLinesByPrice++; _resolvedValue += line.DollarValue; @@ -1350,11 +1382,22 @@ private void EmitOptionLinesByPrice(HoldingKey key, Holding holding) } /// <summary>Whether a price is a close, stated in dollars or in thousands, within OptionPriceTolerance.</summary> - internal static bool MatchesClose(decimal price, decimal close) + internal static bool MatchesClose(decimal price, decimal close) => ScaleAgainstClose(price, close) != null; + + /// <summary> + /// The power of ten that turns the value behind <paramref name="price"/> into dollars, when + /// that price is the close within OptionPriceTolerance, and null when it is not a close at + /// all. Zero for a line in dollars and three for one in thousands. + /// </summary> + internal static int? ScaleAgainstClose(decimal price, decimal close) { - var ratio = price / close; - return Math.Abs((double)ratio - 1) <= OptionPriceTolerance || - Math.Abs((double)ratio * 1000 - 1) <= OptionPriceTolerance; + var ratio = (double)(price / close); + if (Math.Abs(ratio - 1) <= OptionPriceTolerance) + { + return 0; + } + + return Math.Abs(ratio * 1000 - 1) <= OptionPriceTolerance ? 3 : null; } /// <summary> @@ -2075,13 +2118,15 @@ private void WriteManagerNames() } } - foreach (var (cik, name) in _managerNames) + foreach (var (cik, manager) in _managerNames) { - names[cik] = name; + names[cik] = manager.Name; } + // Sanitized here and not only where the cover page is read, because the names folded in + // come from a file an earlier release wrote, which carried its commas bare. File.WriteAllLines(path, names.OrderBy(entry => entry.Key) - .Select(entry => $"{entry.Key.ToStringInvariant()},{entry.Value}")); + .Select(entry => $"{entry.Key.ToStringInvariant()},{Sanitize(entry.Value)}")); Log.Trace($"SEC13FDownloader.WriteManagerNames(): {names.Count} managers, " + $"{_managerNames.Count} of them seen this run"); diff --git a/DataProcessing/SEC13FEdgarDay.cs b/DataProcessing/SEC13FEdgarDay.cs index c33fb4d..9af2601 100644 --- a/DataProcessing/SEC13FEdgarDay.cs +++ b/DataProcessing/SEC13FEdgarDay.cs @@ -159,7 +159,11 @@ internal static Filing ParseFiling(SECEdgarIndex.Entry entry, string text) { Accession = entry.Accession, SubmissionType = entry.FormType, - Cik = entry.Cik, + + // The filing names its own filer. The index lists an accession once per CIK it + // names, so the first line of it can be a co-filer whose name sorts earlier, and + // the data sets take the CIK from the filing: the two paths have to agree. + Cik = FilerCik(primary) ?? entry.Cik, Filed = entry.Filed, Period = DateTime.ParseExact(period, XmlDateFormat, CultureInfo.InvariantCulture), ConfidentialOmitted = IsTrue(Value(primary, "isConfidentialOmitted")), @@ -194,6 +198,21 @@ internal static Filing ParseFiling(SECEdgarIndex.Entry entry, string text) return filing; } + /// <summary> + /// The filer's CIK as the primary document states it, or null when it carries none. Scoped to + /// the credentials of the filer info, which is the only place that element appears: a search + /// of the whole document would also reach the CIKs of the other managers on the cover page. + /// </summary> + private static int? FilerCik(XElement primary) + { + var credentials = SECEdgarIndex.Elements(primary, "credentials").FirstOrDefault(); + return credentials != null && + int.TryParse(SECEdgarIndex.Value(credentials, "cik"), NumberStyles.Integer, + CultureInfo.InvariantCulture, out var cik) + ? cik + : null; + } + /// <summary>Writes the four tables the processor reads, in the data sets' layout.</summary> internal static void WriteArchive(Stream stream, IEnumerable<Filing> filings) { diff --git a/SEC13FHolding.cs b/SEC13FHolding.cs index 912c1d5..1f5464c 100644 --- a/SEC13FHolding.cs +++ b/SEC13FHolding.cs @@ -68,8 +68,9 @@ public class SEC13FHolding : BaseData public int ManagerCik { get; set; } /// <summary> - /// Name of the manager as its most recent cover page states it, read from managers.csv. - /// It is the current name even on an old filing, and null for a CIK the file does not carry. + /// Name of the manager as its most recent cover page states it, read from managers.csv, with + /// any comma taken out because that file is split on every one. It is the current name even + /// on an old filing, and null for a CIK the file does not carry. /// </summary> public string ManagerName { get; set; } diff --git a/SEC13FManagerNameProvider.cs b/SEC13FManagerNameProvider.cs index 70bd16d..a226eae 100644 --- a/SEC13FManagerNameProvider.cs +++ b/SEC13FManagerNameProvider.cs @@ -18,6 +18,7 @@ using System.Globalization; using System.IO; using QuantConnect.Interfaces; +using QuantConnect.Logging; using QuantConnect.Util; namespace QuantConnect.DataSource @@ -31,22 +32,36 @@ public static class SEC13FManagerNameProvider { private const string FileName = "managers.csv"; + /// <summary>How long a read that found no file waits before trying again.</summary> + internal static TimeSpan RetryInterval = TimeSpan.FromMinutes(5); + private static readonly object _lock = new(); private static Dictionary<int, string> _names; private static DateTime _loaded; + private static DateTime _attempted; /// <summary>The manager's name, or null for a CIK the file does not carry.</summary> public static string GetName(int managerCik) { lock (_lock) { - // Read again when the day changes, since the file gains the managers that filed - // for the first time each night. - var today = DateTime.UtcNow.Date; - if (_names == null || _loaded != today) + // Read again when the day changes, since the file gains the managers that filed for + // the first time each night. A read that found no file is not an answer: stamping + // the day for it would leave every name null until midnight over one missed fetch. + // It is retried, but not on every line, since a data folder that simply does not + // carry the file would otherwise never stop asking for it. + var now = DateTime.UtcNow; + if (_names == null || (_loaded != now.Date && now - _attempted >= RetryInterval)) { - _names = Read(); - _loaded = today; + _attempted = now; + var read = Read(); + if (read != null) + { + _names = read; + _loaded = now.Date; + } + + _names ??= []; } return _names.GetValueOrDefault(managerCik); @@ -59,12 +74,13 @@ internal static void Reset() lock (_lock) { _names = null; + _attempted = default; } } + /// <summary>The names in the file, or null when there is no file to read.</summary> private static Dictionary<int, string> Read() { - Dictionary<int, string> names = []; var path = Path.Combine(Globals.DataFolder, "alternative", "sec", SEC13FHolding.ReportFolder, FileName); // Through the data provider where there is one, so the cloud fetches the file. @@ -72,13 +88,14 @@ private static Dictionary<int, string> Read() ?? (File.Exists(path) ? File.OpenRead(path) : null); if (stream == null) { - return names; + Log.Trace($"SEC13FManagerNameProvider.Read(): no {FileName} at {path}, so every ManagerName is null"); + return null; } + Dictionary<int, string> names = []; using var reader = new StreamReader(stream); while (reader.ReadLine() is { } line) { - // Only the first comma separates: a name may carry its own. var separator = line.IndexOf(','); if (separator > 0 && int.TryParse(line.AsSpan(0, separator), NumberStyles.Integer, CultureInfo.InvariantCulture, out var cik)) { diff --git a/listing-about-whales.md b/listing-about-whales.md index 62d877d..c4007b8 100644 --- a/listing-about-whales.md +++ b/listing-about-whales.md @@ -87,7 +87,7 @@ Each record in a point carries the following fields, exactly as the manager file | --- | --- | | `AccessionNumber` | EDGAR accession number of the submission the line was reported on | | `ManagerCik` | Central Index Key of the filing manager, its stable identity across name changes | -| `ManagerName` | The manager's name as its most recent cover page states it, null for an unknown CIK | +| `ManagerName` | The manager's name as its most recent cover page states it, without commas, null for an unknown CIK | | `PeriodEnd` | End of the quarter the position is reported for, the SEC PERIODOFREPORT | | `FormType` | 13F-HR for a holdings report, 13F-HR/A for an amendment | | `AmendmentType` | On an amendment, whether it restates the whole report or only adds holdings | diff --git a/output/alternative/sec/13f/managers.csv b/output/alternative/sec/13f/managers.csv index 3bdf215..6044aac 100644 --- a/output/alternative/sec/13f/managers.csv +++ b/output/alternative/sec/13f/managers.csv @@ -1,30 +1,30 @@ -2230,ADAMS DIVERSIFIED EQUITY FUND, INC. +2230,ADAMS DIVERSIFIED EQUITY FUND INC. 2488,ADVANCED MICRO DEVICES INC -3520,FRED ALGER MANAGEMENT, LLC +3520,FRED ALGER MANAGEMENT LLC 4962,AMERICAN EXPRESS CO 4977,Aflac Inc -5272,AMERICAN INTERNATIONAL GROUP, INC. +5272,AMERICAN INTERNATIONAL GROUP INC. 6201,American Airlines Group Inc. -7195,ARGUS INVESTORS' COUNSEL, INC. +7195,ARGUS INVESTORS' COUNSEL INC. 7773,ASSET PLANNING CORPORATION 7789,Associated Banc-Corp 8565,Commonwealth Bank of Australia 9015,BARINGS LLC 9631,BANK OF NOVA SCOTIA -9634,BOKF, NA +9634,BOKF NA 10742,BECK MACK & OLIVER LLC 11544,BERKLEY W R CORP -12532,STEWARD PARTNERS INVESTMENT SOLUTIONS, LLC -12600,PRINCIPAL SECURITIES, INC. -12933,BOENNING & SCATTERGOOD, INC. +12532,STEWARD PARTNERS INVESTMENT SOLUTIONS LLC +12600,PRINCIPAL SECURITIES INC. +12933,BOENNING & SCATTERGOOD INC. 14213,BRIGHTON SECURITIES CORP. 14661,BROWN BROTHERS HARRIMAN & CO -14745,BROWN, LISLE/CUMMINGS, INC. +14745,BROWN LISLE/CUMMINGS INC. 16972,Cannell & Co. 18349,SYNOVUS FINANCIAL CORP 18748,Central Securities Corp 19475,CHASE INVESTMENT COUNSEL CORP -19481,Virtus Investment Advisers, LLC +19481,Virtus Investment Advisers LLC 19617,JPMORGAN CHASE & CO 20171,CHUBB CORP 20286,CINCINNATI FINANCIAL CORP @@ -32,27 +32,27 @@ 22657,LOWE BROCKENBROUGH & CO INC 24046,CONTINENTAL GENERAL INSURANCE CO 24386,COOKE & BIELER LP -27904,DELTA AIR LINES, INC. +27904,DELTA AIR LINES INC. 29915,DOW CHEMICAL CO /DE/ 33250,EQUITABLE TRUST CO 35442,Fiduciary Trust Co 35527,FIFTH THIRD BANCORP 36029,First Financial Bankshares Inc -36066,FIRST AMERICAN TRUST, FSB +36066,FIRST AMERICAN TRUST FSB 36104,US BANCORP \DE\ 36270,M&T Bank Corp 36644,FIRST NATIONAL BANK OF OMAHA 36966,FIRST HORIZON CORP 38777,FRANKLIN RESOURCES INC -39263,Cullen/Frost Bankers, Inc. +39263,Cullen/Frost Bankers Inc. 40417,GENERAL AMERICAN INVESTORS CO INC 40545,General Electric Co 40729,Ally Financial Inc. 44365,CENTRAL TRUST Co 45319,MEYER HANDELMAN CO -46392,HAZLETT, BURT & WATSON, INC. -47288,Capital One, National Association -48966,COWEN AND COMPANY, LLC +46392,HAZLETT BURT & WATSON INC. +47288,Capital One National Association +48966,COWEN AND COMPANY LLC 49096,WINTRUST INVESTMENTS LLC 49196,HUNTINGTON BANCSHARES INC /MD/ 49205,HUNTINGTON NATIONAL BANK @@ -73,12 +73,12 @@ 60335,CAPITAL GROWTH MANAGEMENT LP 61227,MacKay Shields LLC 62039,MANNING & NAPIER ADVISORS LLC -62061,V. M. MANNING & CO., INC. +62061,V. M. MANNING & CO. INC. 63995,MCGLINN CAPITAL MANAGEMENT INC 64803,CVS HEALTH Corp 65957,MIDAS MANAGEMENT CORP 67088,MITSUBISHI UFJ FINANCIAL GROUP INC -67698,MONTAG & CALDWELL, LLC +67698,MONTAG & CALDWELL LLC 70858,BANK OF AMERICA CORP /DE/ 71210,NEVILLE RODIE & SHAW INC 71259,ROTHSCHILD & CO ASSET MANAGEMENT US INC. @@ -87,27 +87,27 @@ 72971,WELLS FARGO & COMPANY/MN 73076,NORTHWESTERN MUTUAL LIFE INSURANCE CO 73124,NORTHERN TRUST CORP -73956,Fifth Third Securities, Inc. +73956,Fifth Third Securities Inc. 74260,OLD REPUBLIC INTERNATIONAL CORP 77132,Penn Mutual Life Insurance Co 77657,PERSONAL FINANCIAL CONSULTANTS INC /ADV 78003,Pfizer Inc 80255,PRICE T ROWE ASSOCIATES INC /MD/ -80835,300 NORTH CAPITAL, LLC -83402,RESOURCE AMERICA, INC. +80835,300 NORTH CAPITAL LLC +83402,RESOURCE AMERICA INC. 84616,ROCKLAND TRUST CO 85338,ROTHSCHILD INVESTMENT LLC -86312,TRAVELERS COMPANIES, INC. +86312,TRAVELERS COMPANIES INC. 89014,SENTRY INVESTMENT MANAGEMENT LLC -90108,RICHARDS, MERRILL & PETERSON, INC. +90108,RICHARDS MERRILL & PETERSON INC. 92230,TRUIST FINANCIAL CORP 93410,CHEVRON CORP 93751,STATE STREET CORP 93859,BIGLARI HOLDINGS INC. 96223,Jefferies Financial Group Inc. -98561,TOKIO MARINE & NICHIDO FIRE INSURANCE CO., LTD +98561,TOKIO MARINE & NICHIDO FIRE INSURANCE CO. LTD 98758,Torray Investment Partners LLC -100517,United Airlines Holdings, Inc. +100517,United Airlines Holdings Inc. 101199,United Fire Group Inc 101507,US Global Investors Funds 102212,UNIVEST FINANCIAL Corp @@ -115,34 +115,34 @@ 104169,Walmart Inc. 104889,Graham Holdings Co 105495,Welch & Forbes LLC -105692,WHV Investments, Inc. +105692,WHV Investments Inc. 106077,WESTERN FINANCIAL Corp 107136,&PARTNERS 108572,WRIGHT INVESTORS SERVICE INC -108634,WULFF, HANSEN & CO. -109380,ZIONS BANCORPORATION, NATIONAL ASSOCIATION /UT/ +108634,WULFF HANSEN & CO. +109380,ZIONS BANCORPORATION NATIONAL ASSOCIATION /UT/ 200217,Dodge & Cox 200406,JOHNSON & JOHNSON 200648,ROMANO BROTHERS AND COMPANY -200724,SMITH, MOORE & CO. +200724,SMITH MOORE & CO. 201772,ESSEX INVESTMENT MANAGEMENT CO LLC -216851,ADAMS NATURAL RESOURCES FUND, INC. +216851,ADAMS NATURAL RESOURCES FUND INC. 217448,VANGUARD MARKETING CORPORATION 225602,MASSACHUSETTS MUTUAL LIFE INSURANCE CO 225816,ROWLANDMILLER & PARTNERS.ADV 275216,CITY NATIONAL BANK -275484,INDEPENDENT FINANCIAL GROUP, LLC +275484,INDEPENDENT FINANCIAL GROUP LLC 276101,BRISTOL JOHN W & CO INC /NY/ 310051,KING LUTHER CAPITAL MANAGEMENT CORP -310158,Merck & Co., Inc. +310158,Merck & Co. Inc. 310436,MEKETA INVESTMENT GROUP INC /ADV 312069,BARCLAYS PLC -312272,COMMONWEALTH EQUITY SERVICES, LLC +312272,COMMONWEALTH EQUITY SERVICES LLC 312348,LOOMIS SAYLES & CO L P 312955,NORTHERN CAPITAL MANAGEMENT LLC 313028,BARROW HANLEY MEWHINNEY & STRAUSS LLC 313807,BP PLC -314169,Terril Brothers, Inc. +314169,Terril Brothers Inc. 314949,GLENMEDE TRUST CO NA 314957,UNIVERSITY OF CHICAGO 314965,CAPITAL GUARDIAN TRUST CO @@ -165,11 +165,11 @@ 315297,PUBLIC EMPLOYEES RETIREMENT ASSOCIATION OF COLORADO 315498,GOFEN & GLOSSBERG LLC /IL/ 316011,LILLY ENDOWMENT INC -316471,QS BATTERYMARCH FINANCIAL MANAGEMENT, INC +316471,QS BATTERYMARCH FINANCIAL MANAGEMENT INC 318703,BMI CAPITAL CORP 318989,FIL Ltd 319902,FIDUCIARY MANAGEMENT ASSOCIATES LLC -319933,THURSTON, SPRINGER, MILLER, HERD & TITAK, INC. +319933,THURSTON SPRINGER MILLER HERD & TITAK INC. 320335,GLOBE LIFE INC. 320376,MCRAE CAPITAL MANAGEMENT INC 350894,SEI INVESTMENTS CO @@ -186,15 +186,15 @@ 355429,PROTECTIVE LIFE CORP 356264,1ST SOURCE BANK 357301,TRUSTCO BANK CORP N Y -700529,ATALANTA SOSNOFF CAPITAL, LLC +700529,ATALANTA SOSNOFF CAPITAL LLC 700682,WILLIAM & FLORA HEWLETT FOUNDATION/ -701059,MML INVESTORS SERVICES, LLC +701059,MML INVESTORS SERVICES LLC 701189,MARSHALL FINANCIAL GROUP INC /ADV -701516,MEANS INVESTMENT CO., INC. +701516,MEANS INVESTMENT CO. INC. 701853,BancorpSouth Inc -702007,CALDWELL SUTTER CAPITAL, INC. +702007,CALDWELL SUTTER CAPITAL INC. 703361,Renesas Electronics America Inc. -704051,LEGG MASON, INC. +704051,LEGG MASON INC. 706129,HORIZON BANCORP INC /IN/ 707179,OLD NATIONAL BANCORP /IN/ 708848,First Citizens Bancorporation Inc @@ -208,11 +208,11 @@ 712050,ALTFEST L J & CO INC 712534,FIRST MERCHANTS CORP 712537,First Commonwealth Financial Corp /PA/ -713676,PNC Financial Services Group, Inc. +713676,PNC Financial Services Group Inc. 714142,TEACHERS RETIREMENT SYSTEM OF THE STATE OF KENTUCKY 714310,Valley National Bancorp 714364,OGOREK ANTHONY JOSEPH /NY/ /ADV -714395,GERMAN AMERICAN BANCORP, INC. +714395,GERMAN AMERICAN BANCORP INC. 714562,FIRST FINANCIAL CORP /IN/ 715113,MJP ASSOCIATES INC /ADV 716187,HIGHLAND ASSOCIATES INC @@ -223,28 +223,28 @@ 720005,RAYMOND JAMES FINANCIAL INC 720672,STIFEL FINANCIAL CORP 721204,RUSSELL FRANK CO/ -723188,COMMUNITY BANK SYSTEM, INC. -723204,Laird Norton Wetherby Trust Company, LLC +723188,COMMUNITY BANK SYSTEM INC. +723204,Laird Norton Wetherby Trust Company LLC 724683,PIPER SANDLER & CO. 726854,CITY HOLDING CO 727117,BUILDER INVESTMENT GROUP INC /ADV -728014,RUANE, CUNNIFF & GOLDFARB INC -728079,Foresters Investment Management Company, Inc. +728014,RUANE CUNNIFF & GOLDFARB INC +728079,Foresters Investment Management Company Inc. 728083,FIRST MANHATTAN CO. LLC. -728100,LORD, ABBETT & CO. LLC +728100,LORD ABBETT & CO. LLC 728572,GUARDIAN INVESTOR SERVICES LLC 728575,CS MCKEE LP 728618,Metropolitan Life Insurance Co/NY 728882,STRALEM & CO INC -728889,OppenheimerFunds, Inc. -729563,GILL CAPITAL PARTNERS, LLC +728889,OppenheimerFunds Inc. +729563,GILL CAPITAL PARTNERS LLC 732712,VERIZON COMMUNICATIONS INC 732847,FIRST WILSHIRE SECURITIES MANAGEMENT INC -732905,Tweedy, Browne Co LLC -733020,ARS Investment Partners, LLC +732905,Tweedy Browne Co LLC +733020,ARS Investment Partners LLC 733444,ROMAN BUTLER FULLERTON & CO 733986,CAMBRIDGE ASSOCIATES LLC /MA/ /ADV -740260,Ventas, Inc. +740260,Ventas Inc. 740272,HUDSON EDGE INVESTMENT PARTNERS INC. 740913,REAVES W H & CO INC 740918,KR CAPITAL ADVISORS INC @@ -259,10 +259,10 @@ 750443,STEWART W P & CO LTD 750556,SUNTRUST BANKS INC 750577,HANCOCK WHITNEY CORP -750641,BAILARD, INC. +750641,BAILARD INC. 750686,CAMDEN NATIONAL CORP 752365,WALTER & KEENAN WEALTH MANAGEMENT LLC /IN/ /ADV -752798,CONCOURSE FINANCIAL GROUP SECURITIES, INC. +752798,CONCOURSE FINANCIAL GROUP SECURITIES INC. 752832,APPROPRIATE BALANCE FINANCIAL SERVICES INC. 753967,FIG FINANCIAL ADVISORY SERVICES INC /ADV 754811,U S GLOBAL INVESTORS INC @@ -273,7 +273,7 @@ 760639,DEMMING FINANCIAL SERVICES CORP /ADV 762152,STATE OF MICHIGAN RETIREMENT SYSTEM 763212,PRIMECAP MANAGEMENT CO/CA/ -763848,NWQ INVESTMENT MANAGEMENT COMPANY, LLC +763848,NWQ INVESTMENT MANAGEMENT COMPANY LLC 763910,STRATTON MANAGEMENT CO 764038,SouthState Bank Corp 764068,Legal & General Group Plc @@ -281,9 +281,9 @@ 764112,KIRR MARBACH & CO LLC /IN/ 764529,PEREGRINE CAPITAL MANAGEMENT LLC 764532,FIDUCIARY MANAGEMENT INC /WI/ -764611,ARKANSAS FINANCIAL GROUP, INC. +764611,ARKANSAS FINANCIAL GROUP INC. 764739,SYM FINANCIAL Corp -765207,First Bancorp, Inc /ME/ +765207,First Bancorp Inc /ME/ 765443,DUFF & PHELPS INVESTMENT MANAGEMENT CO 766018,KAYS FINANCIAL ADVISORY CORP /ADV 767684,DELPHI MANAGEMENT INC /MA/ @@ -292,16 +292,16 @@ 769954,ACCOUNT MANAGEMENT LLC 769963,HOWE & RUSLING INC 771118,WOODARD & CO ASSET MANAGEMENT GROUP INC /ADV -771572,ASHTON THOMAS SECURITIES, LLC +771572,ASHTON THOMAS SECURITIES LLC 773411,VALLEY NATIONAL ADVISERS INC 773840,HONEYWELL INTERNATIONAL INC -774602,EMERSON INVESTMENT MANAGEMENT, LLC +774602,EMERSON INVESTMENT MANAGEMENT LLC 775368,ALLEGHANY CORP /DE 776867,WHITE MOUNTAINS INSURANCE GROUP LTD 778925,TUKMAN GROSSMAN CAPITAL MANAGEMENT INC 778963,AUGUSTINE ASSET MANAGEMENT INC 779519,HELLMAN JORDAN MANAGEMENT CO INC /MA/ -781875,COMERICA SECURITIES,INC. +781875,COMERICA SECURITIES INC. 783412,DAILY JOURNAL CORP 783827,NEEDELMAN ASSET MANAGEMENT INC 784045,HC FINANCIAL ADVISORS INC @@ -310,13 +310,13 @@ 790354,CHEMUNG CANAL TRUST CO 790502,EAGLE ASSET MANAGEMENT INC 791191,ANDERSON HOAGLAND & CO -791490,CARRET ASSET MANAGEMENT, LLC -791540,LANARK FINANCIAL, INC. -793650,LMBI, L.P. +791490,CARRET ASSET MANAGEMENT LLC +791540,LANARK FINANCIAL INC. +793650,LMBI L.P. 794221,KING INVESTMENT ADVISORS INC/TX 796848,TEACHER RETIREMENT SYSTEM OF TEXAS 797136,FENIMORE ASSET MANAGEMENT TRUST -797203,CULLEN INVESTMENT GROUP, LTD. +797203,CULLEN INVESTMENT GROUP LTD. 799003,MOUNT VERNON ASSOCIATES INC /MD/ 799004,BECKER CAPITAL MANAGEMENT INC 800177,DANSKE BANK A/S @@ -325,55 +325,55 @@ 803016,CALIFORNIA FIRST LEASING CORP 804328,QUALCOMM INC/DE 805676,PARK NATIONAL CORP /OH/ -805867,GIRARD SECURITIES, INC. -805870,VAUGHAN & Co SECURITIES, INC. +805867,GIRARD SECURITIES INC. +805870,VAUGHAN & Co SECURITIES INC. 806097,MERIDIAN MANAGEMENT CO 806246,THRU LINE L.P. -806250,KEYSTONE GROUP, L.P. +806250,KEYSTONE GROUP L.P. 806260,MUNDER CAPITAL MANAGEMENT -807249,GAMCO INVESTORS, INC. ET AL +807249,GAMCO INVESTORS INC. ET AL 807985,SOUTHEASTERN ASSET MANAGEMENT INC/TN/ 808362,Baker Hughes Holdings LLC 808722,Knott David M -809339,L. Roy Papp & Associates, LLP +809339,L. Roy Papp & Associates LLP 809443,MEEDER ASSET MANAGEMENT INC -810121,HARBOUR INVESTMENTS, INC. +810121,HARBOUR INVESTMENTS INC. 810265,NEW YORK STATE COMMON RETIREMENT FUND -810384,JAMES INVESTMENT RESEARCH, INC. +810384,JAMES INVESTMENT RESEARCH INC. 810386,Howard Hughes Medical Institute 810672,AFFINITY WEALTH MANAGEMENT LLC 810716,FLIPPIN BRUCE & PORTER INC 810958,CITIZENS & NORTHERN CORP 810972,BAIRD ROBERT W & CO INC /WI/ -811360,Capital Investment Services of America, Inc. +811360,Capital Investment Services of America Inc. 811393,BANKERS TRUST CO 811407,ASSET PLANNING SERVICES INC /LA/ /ADV 811454,WESTPORT ASSET MANAGEMENT INC -811808,Summit Financial Group, Inc. +811808,Summit Financial Group Inc. 812291,MIZUHO SECURITIES USA LLC 812295,JANUS CAPITAL MANAGEMENT LLC 813470,ADVANCE CAPITAL I INC 813917,HARRIS ASSOCIATES L P 813933,ANCHOR CAPITAL ADVISORS LLC 814133,WASATCH ADVISORS LP -814375,DONALD SMITH & CO., INC. +814375,DONALD SMITH & CO. INC. 815917,JONES FINANCIAL COMPANIES LLLP 816192,FIRST NATIONAL CORP /MA/ /ADV 816788,TANAKA CAPITAL MANAGEMENT INC -819535,Cornerstone Capital, Inc. +819535,Cornerstone Capital Inc. 819864,CREATIVE FINANCIAL DESIGNS INC /ADV 820027,AMERIPRISE FINANCIAL INC 820123,MARSHALL & SULLIVAN INC /WA/ 820124,Sound Shore Management Inc /CT/ 820289,FRIESS ASSOCIATES LLC -820330,CLEARBRIDGE, LLC +820330,CLEARBRIDGE LLC 820434,PVG ASSET MANAGEMENT CORP 820478,STRS OHIO 820743,CRAMER ROSENTHAL MCGLYNN LLC 821103,PLANNING DIRECTIONS INC 821197,JOHNSON INVESTMENT COUNSEL INC 822581,OPPENHEIMER & CO INC -822648,CALTON & ASSOCIATES, INC. +822648,CALTON & ASSOCIATES INC. 823621,CAMBIAR INVESTORS LLC 824325,COUNTRY CLUB BANK 824334,ISRAEL DISCOUNT BANK OF NEW YORK /GFN @@ -381,14 +381,14 @@ 825052,ROWLAND CARMICHAEL ADVISORS INC /ADV 825161,THOMPSON RUBINSTEIN INVESTMENT MANAGEMENT INC /OR/ 825204,CAPSTONE ASSET MANAGEMENT CO -825217,Whitener Capital Management, Inc. +825217,Whitener Capital Management Inc. 825293,CAPITAL MANAGEMENT ASSOCIATES /NY/ 826000,POTOMAC FUND MANAGEMENT INC /ADV 826154,ORRSTOWN FINANCIAL SERVICES INC 826516,QUEST CAPITAL MANAGEMENT INC /ADV 826794,CAMPBELL CAPITAL MANAGEMENT INC 828405,WALL STREET ASSOCIATES -829108,Brandywine Global Investment Management, LLC +829108,Brandywine Global Investment Management LLC 829407,MONTAG A & ASSOCIATES INC 830588,SUMMIT PARTNERS L P 831001,CITIGROUP INC @@ -399,12 +399,12 @@ 836372,OAK ASSOCIATES LTD /OH/ 837286,RAY GERALD L & ASSOCIATES LTD 837592,CRAWFORD INVESTMENT COUNSEL INC -837980,Lee Financial Group Hawaii, Inc. -838618,PDS Planning, Inc +837980,Lee Financial Group Hawaii Inc. +838618,PDS Planning Inc 841802,Fure Financial Corp -842180,BANCO BILBAO VIZCAYA ARGENTARIA, S.A. +842180,BANCO BILBAO VIZCAYA ARGENTARIA S.A. 842766,ADVISORS MANAGEMENT GROUP INC /ADV -842775,Clearstead Advisors, LLC +842775,Clearstead Advisors LLC 842782,ZWJ INVESTMENT COUNSEL INC 842941,Haverford Trust Co 844150,NatWest Group plc @@ -412,17 +412,17 @@ 845563,COHEN & STEERS CAPITAL MANAGEMENT INC 845833,MARK MORRIS ET AL 846222,GREENHAVEN ASSOCIATES INC -846600,BANYAN CAPITAL MANAGEMENT, INC. -846633,STRATEGIC INVESTMENT MANAGEMENT, LLC +846600,BANYAN CAPITAL MANAGEMENT INC. +846633,STRATEGIC INVESTMENT MANAGEMENT LLC 846788,MESIROW FINANCIAL INVESTMENT MANAGEMENT - Fixed Income -846797,DEAN INVESTMENT ASSOCIATES, LLC +846797,DEAN INVESTMENT ASSOCIATES LLC 849854,STRATEGIC WEALTH MANAGEMENT INC 850364,ALLIED IRISH BANKS PLC 850401,TCW GROUP INC -850529,Fisher Asset Management, LLC +850529,Fisher Asset Management LLC 850553,BEDEL FINANCIAL CONSULTING INC 850601,FELL CAPITAL MANAGEMENT /ADV -852743,MUFG BANK, LTD. +852743,MUFG BANK LTD. 852933,COMMERZBANK AKTIENGESELLSCHAFT /FI 853466,ROXBURY CAPITAL MANAGEMENT 853758,MERCER GLOBAL ADVISORS INC /ADV @@ -431,31 +431,31 @@ 857113,NCM CAPITAL MANAGEMENT GROUP INC 857508,AMICA MUTUAL INSURANCE CO 857538,AMICA PENSION FUND BOARD OF TRUSTEES -857602,LEVEL FOUR FINANCIAL, LLC -857956,SPHINX TRADING, LP -858877,Cisco Systems, Inc. -859139,Delphi Financial Group, Inc. +857602,LEVEL FOUR FINANCIAL LLC +857956,SPHINX TRADING LP +858877,Cisco Systems Inc. +859139,Delphi Financial Group Inc. 859804,WEDGEWOOD PARTNERS INC 859872,KLINGENSTEIN FIELDS & CO LP 860176,MARK ASSET MANAGEMENT LP 860189,RUDMAN ERROL M 860413,FIRST INTERSTATE BANK -860486,HIGHLAND CAPITAL MANAGEMENT, LLC +860486,HIGHLAND CAPITAL MANAGEMENT LLC 860561,EDGEWOOD MANAGEMENT LLC 860580,STEWART & PATTEN CO LLC -860585,RBS Partners, L.P. +860585,RBS Partners L.P. 860643,GARDNER RUSSO & QUINN LLC -860644,Aristotle Capital Management, LLC +860644,Aristotle Capital Management LLC 860645,MARVIN & PALMER ASSOCIATES INC 860656,Zweig Advisers LLC -860662,ANGELO GORDON & CO., L.P. +860662,ANGELO GORDON & CO. L.P. 860748,KEMPER Corp 860828,CAPITAL ADVISORS INC/OK 860857,DELTA ASSET MANAGEMENT LLC/TN 860862,TRAIN BABCOCK ADVISORS LLC 860871,HALLMAN WILLIAM P JR 861176,TRUSTMARK BANK TRUST DEPARTMENT -861177,UBS AM, a distinct business unit of UBS ASSET MANAGEMENT AMERICAS LLC +861177,UBS AM a distinct business unit of UBS ASSET MANAGEMENT AMERICAS LLC 861462,NORTH AMERICAN MANAGEMENT CORP 861465,KILLEN GROUP INC 861787,Washington Trust Bank @@ -477,7 +477,7 @@ 869178,VAN ECK ASSOCIATES CORP 869179,MONETTA FINANCIAL SERVICES INC 869304,NORTHSTAR ASSET MANAGEMENT INC -869353,FERGUSON WELLMAN CAPITAL MANAGEMENT, INC +869353,FERGUSON WELLMAN CAPITAL MANAGEMENT INC 869367,ROFFMAN MILLER ASSOCIATES INC /PA/ 869589,NISSAY ASSET MANAGEMENT CORP /JAPAN 869772,SECURITY BENEFIT LIFE INSURANCE CO /KS/ @@ -486,71 +486,71 @@ 870481,INVESCO SENIOR SECURED MANAGEMENT INC /ADV 872078,Acadia Trust NA 872080,BRAUN STACEY ASSOCIATES INC -872098,CHAPIN DAVIS, INC. +872098,CHAPIN DAVIS INC. 872162,BLACKHILL CAPITAL INC 872163,NAVELLIER & ASSOCIATES INC 872259,Bahl & Gaynor LLC 872359,LINCOLN CAPITAL CORP 872573,CAXTON ASSOCIATES LP -872589,REGENERON PHARMACEUTICALS, INC. +872589,REGENERON PHARMACEUTICALS INC. 872732,FIRST MIDWEST BANK TRUST DIVISION 872786,BNP PARIBAS -873303,Sarepta Therapeutics, Inc. +873303,Sarepta Therapeutics Inc. 873630,HSBC HOLDINGS PLC 873687,NORTHWESTERN UNIVERSITY 873759,TANDEM CAPITAL MANAGEMENT CORP /ADV 874791,CAMPBELL NEWMAN ASSET MANAGEMENT INC -874816,Alexander Randolph Advisory, Inc. +874816,Alexander Randolph Advisory Inc. 877035,TURNER INVESTMENTS LLC 877134,WESBANCO BANK INC 877338,WS MANAGEMENT LLLP -878057,NEW ENGLAND GUILD WEALTH ADVISORS, INC. +878057,NEW ENGLAND GUILD WEALTH ADVISORS INC. 878228,WENDELL DAVID ASSOCIATES INC 878313,WESTPORT RESOURCES MANAGEMENT INC 878519,LANDESBANK BADEN-WUERTTEMBERG -878770,WORLD EQUITY GROUP, INC. +878770,WORLD EQUITY GROUP INC. 881432,MERITAGE PORTFOLIO MANAGEMENT -882095,GILEAD SCIENCES, INC. +882095,GILEAD SCIENCES INC. 882119,SAGE FINANCIAL GROUP INC -882928,TIAA-CREF INDIVIDUAL & INSTITUTIONAL SERVICES, LLC +882928,TIAA-CREF INDIVIDUAL & INSTITUTIONAL SERVICES LLC 883422,GENERAL MOTORS INVESTMENT MANAGEMENT CORP 883487,MESSNER & SMITH THEME VALUE INVESTMENT MANAGEMENT LTD /CA/ -883511,DUDLEY & SHANLEY, INC. +883511,DUDLEY & SHANLEY INC. 883597,TETRAD CORP -883634,CONTINENTAL INVESTORS SERVICES, INC. +883634,CONTINENTAL INVESTORS SERVICES INC. 883677,PANAGORA ASSET MANAGEMENT INC 883724,PORTOLA GROUP INC /CA 883734,THOR INVESTMENT MANAGEMENT INC /OH/ /ADV -883782,Fulton Bank, N.A. +883782,Fulton Bank N.A. 883790,BTR CAPITAL MANAGEMENT INC -883803,GRIFFIN ASSET MANAGEMENT, INC. +883803,GRIFFIN ASSET MANAGEMENT INC. 883933,FINANCIAL MANAGEMENT CONCEPTS CORP /ADV 883948,Atlantic Union Bankshares Corp 883961,TOCQUEVILLE ASSET MANAGEMENT L.P. -883965,WEITZ INVESTMENT MANAGEMENT, INC. +883965,WEITZ INVESTMENT MANAGEMENT INC. 884300,PERKINS CAPITAL MANAGEMENT INC 884306,KOPP INVESTMENT 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Ltd. 1842357,Choice Wealth Advisors LLC -1842361,JONES ROAD CAPITAL MANAGEMENT, L.P. +1842361,JONES ROAD CAPITAL MANAGEMENT L.P. 1842362,Phoenix Wealth Advisors -1842370,M. Kulyk & Associates, LLC -1842433,Karn, Couzens & Associates, Inc. +1842370,M. 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Rowe Price Investment Management, Inc. +1897144,WIN ADVISORS INC +1897612,T. 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Inc -1958743,GUIDANCE CAPITAL, INC +1958743,GUIDANCE CAPITAL INC 1958984,Verum Partners LLC 1959415,Sharper & Granite LLC -1959730,Fund 1 Investments, LLC -1959790,Fortis Capital Advisors, LLC +1959730,Fund 1 Investments LLC +1959790,Fortis Capital Advisors LLC 1959989,DoubleLine ETF Adviser LP 1960050,Capitolis Liquid Global Markets LLC -1960144,Strategic Investment Solutions, Inc. /IL +1960144,Strategic Investment Solutions Inc. /IL 1960212,JDM Financial Group LLC -1960657,Waterford Advisors, LLC +1960657,Waterford Advisors LLC 1960749,Gallacher Capital Management LLC 1960830,SurgoCap Partners LP -1960860,Canopy Partners, LLC +1960860,Canopy Partners LLC 1961150,American Portfolios Advisors 1961210,Shira Ridge Wealth Management -1961278,Family Asset Management, LLC -1961290,Mainsail Financial Group, LLC -1961292,WealthSpring Partners, LLC -1961304,Templeton & Phillips Capital Management, LLC -1961312,Align Wealth Management, LLC -1961320,HIGHLAND PEAK CAPITAL, LLC +1961278,Family Asset Management LLC +1961290,Mainsail Financial Group LLC +1961292,WealthSpring Partners LLC +1961304,Templeton & Phillips Capital Management LLC +1961312,Align Wealth Management LLC +1961320,HIGHLAND PEAK CAPITAL LLC 1961415,Maren Capital LLC 1961491,OnyxPoint Global Management LP 1961628,Clarendon Private LLC -1961632,Stephens Consulting, LLC +1961632,Stephens Consulting LLC 1961635,BEACON INVESTMENT ADVISORS LLC 1961738,Arvin Capital Management LP 1961742,New Hampshire Trust -1961828,Fortune Financial Advisors, LLC +1961828,Fortune Financial Advisors LLC 1961850,Kooman & Associates 1961893,SYSTM Wealth Solutions LLC -1961898,TCP Asset Management, LLC -1961944,LAM GROUP, INC. -1962005,Crescent Sterling, Ltd. +1961898,TCP Asset Management LLC +1961944,LAM GROUP INC. +1962005,Crescent Sterling Ltd. 1962086,SP Asset Management LLC -1962105,INTEGRATED WEALTHCARE, LLC -1962166,RED LIGHTHOUSE INVESTMENT MANAGEMENT, LLC +1962105,INTEGRATED WEALTHCARE LLC +1962166,RED LIGHTHOUSE INVESTMENT MANAGEMENT LLC 1962221,Doma Perpetual Capital Management LLC 1962236,Kingdom Financial Group LLC. 1962373,Leading Securities Co Ltd -1962382,Two Point Capital Management, Inc. -1962449,Kestra Investment Management, LLC -1962450,Compound Global Advisors, LLC +1962382,Two Point Capital Management Inc. +1962449,Kestra Investment Management LLC +1962450,Compound Global Advisors LLC 1962457,Northern Financial Advisors Inc -1962465,MELFA WEALTH MANAGEMENT, INC. -1962532,RETIREMENT FINANCIAL SOLUTIONS, LLC -1962552,Bain Capital Public Equity, LP -1962615,Trifecta Capital Advisors, LLC +1962465,MELFA WEALTH MANAGEMENT INC. +1962532,RETIREMENT FINANCIAL SOLUTIONS LLC +1962552,Bain Capital Public Equity LP +1962615,Trifecta Capital Advisors LLC 1962628,Phillips Wealth Planners LLC 1962636,Register Financial Advisors LLC 1962685,Talisman Wealth Advisors LLC -1962695,Olistico Wealth, LLC -1962713,Nordwand Advisors, LLC -1962755,FIDELIS CAPITAL PARTNERS, LLC -1962838,Schear Investment Advisers, LLC -1962933,Riverview Capital Advisers, LLC -1963030,Forza Wealth Management, LLC +1962695,Olistico Wealth LLC +1962713,Nordwand Advisors LLC +1962755,FIDELIS CAPITAL PARTNERS LLC +1962838,Schear Investment Advisers LLC +1962933,Riverview Capital Advisers LLC +1963030,Forza Wealth Management LLC 1963040,LODESTAR PRIVATE ASSET MANAGEMENT LLC 1963062,Forge First Asset Management Inc. -1963169,HF Advisory Group, LLC -1963212,Icon Wealth Advisors, LLC +1963169,HF Advisory Group LLC +1963212,Icon Wealth Advisors LLC 1963222,Breed's Hill Capital LLC -1963319,GEM Asset Management, LLC -1963326,RPOA Advisors, Inc. -1963347,RCS Financial Planning, LLC -1963352,Kennon-Green & Company, LLC -1963355,Caitong International Asset Management Co., Ltd +1963319,GEM Asset Management LLC +1963326,RPOA Advisors Inc. +1963347,RCS Financial Planning LLC +1963352,Kennon-Green & Company LLC +1963355,Caitong International Asset Management Co. 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Retirement Advisors, LLC -1964819,McGlone Suttner Wealth Management, Inc. -1964820,Tilson Financial Group, Inc. -1964829,Marmo Financial Group, LLC -1964831,MRP Capital Investments, LLC -1964835,Compass Financial Group, INC/SD -1964849,OAK HILL WEALTH ADVISORS, LLC +1964785,MATRIX X MANAGEMENT CO. L.L.C. +1964809,AllGen Financial Advisors Inc. +1964810,B.O.S.S. Retirement Advisors LLC +1964819,McGlone Suttner Wealth Management Inc. +1964820,Tilson Financial Group Inc. +1964829,Marmo Financial Group LLC +1964831,MRP Capital Investments LLC +1964835,Compass Financial Group INC/SD +1964849,OAK HILL WEALTH ADVISORS LLC 1964876,Evolution Equity Partners II SARL 1964897,River Street Advisors LLC 1964922,Ipsen Advisor Group LLC -1964955,LWMG, LLC -1964958,INSIGNEO ADVISORY SERVICES, LLC -1964962,Mill Creek Capital Advisors, LLC +1964955,LWMG LLC +1964958,INSIGNEO ADVISORY SERVICES LLC +1964962,Mill Creek Capital Advisors LLC 1965005,Estuary Capital Management LP 1965078,Core Wealth Partners LLC -1965092,Arboretum Ventures, LLC +1965092,Arboretum Ventures LLC 1965104,Manchester Global Management (UK) Ltd 1965125,Bregal Sagemount Management LP -1965150,Core Wealth Management, Inc. +1965150,Core Wealth Management Inc. 1965176,STEVENS CAPITAL PARTNERS 1965191,LGT Financial Advisors LLC 1965201,TFB Advisors LLC 1965207,Quarry LP 1965208,Viola Ventures V.C. 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Kennerson P.A., Inc. -1965659,Park Edge Advisors, LLC -1965665,Monument Group Wealth Advisors, LLC +1965657,Robbie L. Kennerson P.A. Inc. +1965659,Park Edge Advisors LLC +1965665,Monument Group Wealth Advisors LLC 1965668,Parker Financial LLC 1965694,Vintage Ventures Advisors Ltd. -1965702,Linden Thomas Advisory Services, LLC +1965702,Linden Thomas Advisory Services LLC 1965704,BANK OF KOREA -1965710,Beverly Hills Private Wealth, LLC -1965718,Delta Financial Group, Inc. -1965756,C2P Capital Advisory Group, LLC d.b.a. Prosperity Capital Advisors +1965710,Beverly Hills Private Wealth LLC +1965718,Delta Financial Group Inc. +1965756,C2P Capital Advisory Group LLC d.b.a. 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LTD. -1966640,BUSH INVESTMENT GROUP, LLC +1966640,BUSH INVESTMENT GROUP LLC 1966898,Portman Square Capital LLP 1967018,Milestone Investment Advisors LLC -1967054,Authentikos Wealth Advisory, LLC +1967054,Authentikos Wealth Advisory LLC 1967157,Gilfoyle Foundation Trust 1967193,Midwest Financial Group LLC 1967205,Leading Edge Financial Planning LLC -1967227,Financial Alternatives, Inc -1967261,Harvest Investment Advisors, LLC -1967332,PANORAMIC INVESTMENT ADVISORS, LLC -1967335,Grey Street Capital, LLC -1967456,Granite Harbor Advisors, Inc. -1967622,JP Wealth Management, Inc. -1967640,DDFG, Inc +1967227,Financial Alternatives Inc +1967261,Harvest Investment Advisors LLC +1967332,PANORAMIC INVESTMENT ADVISORS LLC +1967335,Grey Street Capital LLC +1967456,Granite Harbor Advisors Inc. +1967622,JP Wealth Management Inc. +1967640,DDFG Inc 1967706,Sparta 24 Ltd. 1967732,State of Wisconsin - Board of Commissioners of Public Lands -1967844,LUTS & GREENLEIGH GROUP, INC. -1967966,Socha Financial 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Ltd. 1993966,Anchor IV Pte. Ltd. 1994249,University of Illinois Foundation -1994252,FINANCIAL ADVISORY PARTNERS, LLC -1994332,Payne Capital Management, LLC +1994252,FINANCIAL ADVISORY PARTNERS LLC +1994332,Payne Capital Management LLC 1994333,SACHEM HILL LLC -1994335,Halpern Financial, Inc. +1994335,Halpern Financial Inc. 1994434,WFA Asset Management Corp -1994461,Equita Financial Network, Inc. +1994461,Equita Financial Network Inc. 1994495,Global View Capital Management LLC 1994512,Cobblestone Asset Management LLC -1994563,DiNuzzo Private Wealth, Inc. +1994563,DiNuzzo Private Wealth Inc. 1994625,Visualize Group LP 1994744,Centennial Bank/AR/ 1994827,ACORN CREEK CAPITAL LLC 1995382,Gumshoe Capital Management LLC 1995383,Constant Guidance Financial LLC 1995612,Helix Partners Management LP -1995674,OLYMPUS WEALTH MANAGEMENT, LLC +1995674,OLYMPUS WEALTH MANAGEMENT LLC 1995773,GSG Advisors LLC -1995984,Viaable, LLC +1995984,Viaable LLC 1996109,SALT Holding Corp. -1996154,UNICOM Systems, Inc. -1996244,SIH Partners, LLLP -1996449,Susquehanna Portfolio Strategies, LLC -1996454,QRG CAPITAL MANAGEMENT, INC. +1996154,UNICOM Systems Inc. +1996244,SIH Partners LLLP +1996449,Susquehanna Portfolio Strategies LLC +1996454,QRG CAPITAL MANAGEMENT INC. 1996718,First Trust Investment Solutions L.P. 1996846,Financiere des Professionnels - Fonds d'investissement inc. -1997245,Birnam Oak Advisors, LP -1997405,TIAA TRUST, NATIONAL ASSOCIATION -1997453,Chan Zuckerberg Initiative, LLC +1997245,Birnam Oak Advisors LP +1997405,TIAA TRUST NATIONAL ASSOCIATION +1997453,Chan Zuckerberg Initiative LLC 1997464,Marex Group Ltd -1997586,Etesian Wealth Advisors, Inc. -1997602,Financial Security Advisor, Inc. -1997650,Red Mountain Financial, LLC +1997586,Etesian Wealth Advisors Inc. +1997602,Financial Security Advisor Inc. +1997650,Red Mountain Financial LLC 1997685,Arlington Trust Co LLC -1998000,Park Capital Management, LLC / WI +1998000,Park Capital Management LLC / WI 1998018,NBZ Investment Advisors LLC -1998033,Envestnet Portfolio Solutions, Inc. -1998101,Sound Stewardship, LLC -1998182,IAMS WEALTH MANAGEMENT, LLC +1998033,Envestnet Portfolio Solutions Inc. +1998101,Sound Stewardship LLC +1998182,IAMS WEALTH MANAGEMENT LLC 1998269,Peoples Bank/KS -1998389,Ballast Asset Management, LP -1998414,Annis Gardner Whiting Capital Advisors, LLC -1998419,Williams & Novak, LLC +1998389,Ballast Asset Management LP +1998414,Annis Gardner Whiting Capital Advisors LLC +1998419,Williams & Novak LLC 1998532,Degroof Petercam Asset Management -1998574,SHARIAPORTFOLIO, INC. -1998597,JANA Partners Management, LP +1998574,SHARIAPORTFOLIO INC. +1998597,JANA Partners Management LP 1998653,SAPIENT CAPITAL LLC -1998892,ROGCO, LP +1998892,ROGCO LP 1998946,Wheelhouse Advisory Group LLC -1998980,AdviceOne Advisory Services, LLC +1998980,AdviceOne Advisory Services LLC 1999144,DORVAL Corp -1999208,Tassel Capital Management, Inc. -1999346,Knollwood Investment Advisory, LLC +1999208,Tassel Capital Management Inc. +1999346,Knollwood Investment Advisory LLC 1999353,SYON CAPITAL LLC 1999514,denkapparat Operations GmbH 1999606,TD Waterhouse Canada Inc. 1999612,Kodai Capital Management LP -1999827,SYNTAX RESEARCH, INC. +1999827,SYNTAX RESEARCH INC. 1999828,Sutton Wealth Advisors Inc. 1999898,Kampmann Melissa S. -1999925,Premier Path Wealth Partners, LLC -1999928,BARLOW WEALTH PARTNERS, LLC +1999925,Premier Path Wealth Partners LLC +1999928,BARLOW WEALTH PARTNERS LLC 2000043,WIT Partners Advisory Pte. Ltd. 2000314,United Community Bank -2000355,KICKSTAND VENTURES, LLC. +2000355,KICKSTAND VENTURES LLC. 2000390,Maestria Partners LLC -2000490,GUNN & Co INVESTMENT MANAGEMENT, INC. -2000493,Werlinich Asset Management, LLC +2000490,GUNN & Co INVESTMENT MANAGEMENT INC. +2000493,Werlinich Asset Management LLC 2000502,Oracle Alpha Inc. -2000571,Lakeshore Financial Planning, Inc. +2000571,Lakeshore Financial Planning Inc. 2000730,Tribune Investment Group LP -2001015,Concurrent Investment Advisors, LLC +2001015,Concurrent Investment Advisors LLC 2001016,Prosperitas Financial LLC 2001019,NEOS Investment Management LLC 2001039,POWER WEALTH MANAGEMENT LLC 2001155,Exchange Bank -2001434,Burford Brothers, Inc. +2001434,Burford Brothers Inc. 2001461,Allen Mooney & Barnes Investment Advisors LLC 2001471,Savoie Capital LLC 2001473,White Wing Wealth Management -2001520,PUREfi Wealth, LLC -2001526,DecisionMap Wealth Management, LLC -2001544,Stephenson & Company, Inc. -2001765,Independence Wealth Advisors, LLC +2001520,PUREfi Wealth LLC +2001526,DecisionMap Wealth Management LLC +2001544,Stephenson & Company Inc. +2001765,Independence Wealth Advisors LLC 2001766,Pantechnicon Advisors LLP -2001900,Modern Wealth Management, LLC +2001900,Modern Wealth Management LLC 2001943,KKM Financial LLC -2002409,Tactive Advisors, LLC -2002603,BRASS TAX WEALTH MANAGEMENT, INC +2002409,Tactive Advisors LLC +2002603,BRASS TAX WEALTH MANAGEMENT INC 2002628,Morton Capital Management LLC/CA -2002630,Philip James Wealth Mangement, LLC -2002654,PFS Partners, LLC -2002745,Frazier Financial Advisors, LLC -2002785,IGP Investments (G.P.L.P), LP +2002630,Philip James Wealth Mangement LLC +2002654,PFS Partners LLC +2002745,Frazier Financial Advisors LLC +2002785,IGP Investments (G.P.L.P) LP 2002798,Freedom Together Foundation 2002815,HARMONY ASSET MANAGEMENT LLC 2002843,Gilfoyle & Co LLC 2003074,SYLEBRA CAPITAL LLC -2003112,Austin Wealth Management, LLC -2003147,Davern Capital Partners, LP +2003112,Austin Wealth Management LLC +2003147,Davern Capital Partners LP 2003159,Brummer Multi-Strategy AB -2003287,Financial Perspectives, Inc +2003287,Financial Perspectives Inc 2003343,HTLF Bank 2003557,Harbour Trust & Investment Management Co -2003570,BCU Wealth Advisors, LLC -2003615,Visionary Horizons, LLC -2003633,Savvy Advisors, Inc. +2003570,BCU Wealth Advisors LLC +2003615,Visionary Horizons LLC +2003633,Savvy Advisors Inc. 2003672,Quantum Portfolio Management LLC -2004131,Fox Financial, Inc +2004131,Fox Financial Inc 2004474,Sentry LLC 2004495,Keener Financial Planning LLC -2004520,Lewis Asset Management, LLC +2004520,Lewis Asset Management LLC 2004581,Wyrmwood Management LLC 2004720,WEST PACES ADVISORS INC. 2004818,Tyche Wealth Partners LLC 2004843,Financial Symmetry Inc -2004873,United Advisor Group, LLC -2004904,Quotient Wealth Partners, LLC -2004963,Petros Family Wealth, LLC -2004980,Towneley Capital Management, Inc / DE -2005098,Rockline Wealth Management, LLC +2004873,United Advisor Group LLC +2004904,Quotient Wealth Partners LLC +2004963,Petros Family Wealth LLC +2004980,Towneley Capital Management Inc / DE +2005098,Rockline Wealth Management LLC 2005134,Arrow Capital Pty Ltd -2005245,Siren, L.L.C. -2005292,RESOLUTE WEALTH ADVISOR, INC. -2005353,UPTICK PARTNERS, LLC +2005245,Siren L.L.C. +2005292,RESOLUTE WEALTH ADVISOR INC. +2005353,UPTICK PARTNERS LLC 2005378,Urban Financial Advisory Corp -2005380,Trueblood Wealth Management, LLC +2005380,Trueblood Wealth Management LLC 2005403,Aikya Investment Management Ltd -2005409,Bruce G. Allen Investments, LLC -2005547,Cetera Trust Company, N.A -2005607,Sherrill & Hutchins Financial Advisory, Inc -2005660,Kiely Wealth Advisory Group, Inc. +2005409,Bruce G. Allen Investments LLC +2005547,Cetera Trust Company N.A +2005607,Sherrill & Hutchins Financial Advisory Inc +2005660,Kiely Wealth Advisory Group Inc. 2005743,One Degree Advisors Inc 2006008,Gold Investment Management Ltd. -2006045,SymBiosis Capital Partners, LLC -2006218,TWIN PEAKS WEALTH ADVISORS, LLC +2006045,SymBiosis Capital Partners LLC +2006218,TWIN PEAKS WEALTH ADVISORS LLC 2006397,MASTERCARD FOUNDATION ASSET MANAGEMENT CORP -2006405,Solutions 4 Wealth, Ltd +2006405,Solutions 4 Wealth Ltd 2006517,Southland Equity Partners LLC 2006561,Mango Investments LLC -2006637,JAMISON PRIVATE WEALTH MANAGEMENT, INC. -2006661,Leibman Financial Services, Inc. -2006870,CAP Partners, LLC -2006887,Point72 Italy, S.r.l. +2006637,JAMISON PRIVATE WEALTH MANAGEMENT INC. +2006661,Leibman Financial Services Inc. +2006870,CAP Partners LLC +2006887,Point72 Italy S.r.l. 2006918,Integrity Wealth Solutions LLC -2006967,Solari Capital Management, LLC -2007082,Oxford Wealth Group, LLC +2006967,Solari Capital Management LLC +2007082,Oxford Wealth Group LLC 2007116,Physician Wealth Solutions Inc. -2007171,Turtle Creek Wealth Advisors, LLC +2007171,Turtle Creek Wealth Advisors LLC 2007175,Valued Wealth Advisors LLC -2007263,BKM Wealth Management, LLC -2007281,Vivid Wealth Management, LLC -2007383,Wellington Wealth Strategies, LLC. +2007263,BKM Wealth Management LLC +2007281,Vivid Wealth Management LLC +2007383,Wellington Wealth Strategies LLC. 2007407,Expect Equity LLC 2007591,Freestone Grove Partners LP 2007613,FLOYD FINANCIAL GROUP LLC -2007642,Anchorage Capital Advisors, L.P. -2007748,Traction Financial Partners, LLC +2007642,Anchorage Capital Advisors L.P. +2007748,Traction Financial Partners LLC 2007877,LB Partners LLC 2007880,Silverberg Bernstein Capital Management LLC 2007953,Owlhouse Capital LP -2007959,Mango Five Family, Inc. -2007960,Foundry Financial Group, Inc. +2007959,Mango Five Family Inc. +2007960,Foundry Financial Group Inc. 2008031,RLH Capital LLC 2008165,Trust Co of the South -2008166,Peirce Capital Management, LLC -2008171,TRITONPOINT WEALTH, LLC +2008166,Peirce Capital Management LLC +2008171,TRITONPOINT WEALTH LLC 2008178,Shared Vision Wealth Group LLC 2008306,Monolith Management Ltd -2008308,Stash Investments, LLC +2008308,Stash Investments LLC 2008310,Shotwell Rutter Baer Inc -2008409,StoneCrest Wealth Management, Inc. -2008410,Berry Wealth Group, LP +2008409,StoneCrest Wealth Management Inc. +2008410,Berry Wealth Group LP 2008506,Glenorchy Capital Ltd -2008513,Turning Point Benefit Group, Inc. -2008540,Financial Architects, LLC +2008513,Turning Point Benefit Group Inc. +2008540,Financial Architects LLC 2008554,ROBINSON SMITH WEALTH ADVISORS LLC 2008648,Forthright Family Wealth Advisory LLC 2008660,Naples Money Management LLC -2008666,PRECEDENT WEALTH PARTNERS, LLC +2008666,PRECEDENT WEALTH PARTNERS LLC 2008703,Fonville Wealth Management LLC 2008738,Stonebrook Private Inc. -2008758,MontVue Capital Management, Inc. -2008792,Rachor Investment Advisory Services, LLC -2008851,Capital Management Associates, Inc -2008868,A.P. Gilfoyle & Co., L.P. +2008758,MontVue Capital Management Inc. +2008792,Rachor Investment Advisory Services LLC +2008851,Capital Management Associates Inc +2008868,A.P. Gilfoyle & Co. L.P. 2009000,Kaizen Investment Management Pte. Ltd. 2009012,Inflection Point Investments LLP 2009023,L1 Capital International Pty Ltd -2009056,MB Generational Wealth, LLC -2009176,Traveka Wealth, LLC -2009211,WETZEL INVESTMENT ADVISORS, INC. -2009224,LHM, INC. -2009262,SIG Growth Equity Funds Ltd Partnership, LLLP -2009273,Crown Oak Advisors, LLC -2009275,a16z Perennial Management, L.P. +2009056,MB Generational Wealth LLC +2009176,Traveka Wealth LLC +2009211,WETZEL INVESTMENT ADVISORS INC. +2009224,LHM INC. +2009262,SIG Growth Equity Funds Ltd Partnership LLLP +2009273,Crown Oak Advisors LLC +2009275,a16z Perennial Management L.P. 2009346,Advantage Trust Co -2009367,Stonebridge Financial Group, LLC +2009367,Stonebridge Financial Group LLC 2009388,VCI Wealth Management LLC 2009396,E. Ohman J:or Asset Management AB -2009419,Bear Mountain Capital, Inc. -2009426,Bare Financial Services, Inc -2009427,One Wealth Management Investment & Advisory Services, LLC -2009486,Alternative Investment Advisors, LLC. +2009419,Bear Mountain Capital Inc. +2009426,Bare Financial Services Inc +2009427,One Wealth Management Investment & Advisory Services LLC +2009486,Alternative Investment Advisors LLC. 2009520,Prevatt Capital Ltd -2009521,HRC WEALTH MANAGEMENT, LLC +2009521,HRC WEALTH MANAGEMENT LLC 2009522,Lunate Holding RSC Ltd -2009530,Evernest Financial Advisors, LLC -2009539,Rakuten Securities, Inc. +2009530,Evernest Financial Advisors LLC +2009539,Rakuten Securities Inc. 2009590,Quantessence Capital LLC -2009591,Tidemark, LLC +2009591,Tidemark LLC 2009646,Priebe Wealth Holdings LLC -2009674,Quadcap Wealth Management, LLC +2009674,Quadcap Wealth Management LLC 2009724,Sequent Planning LLC -2009743,OPINICUS CAPITAL, INC. +2009743,OPINICUS CAPITAL INC. 2009781,OxenFree Capital LLC 2009783,BALANCED WEALTH GROUP LLC -2009809,Unique Wealth Strategies, LLC -2009813,NavPoint Financial, Inc. +2009809,Unique Wealth Strategies LLC +2009813,NavPoint Financial Inc. 2009882,EAGLE WEALTH STRATEGIES LLC -2009885,ANCHOR CAPITAL MANAGEMENT COMPANY, LLC +2009885,ANCHOR CAPITAL MANAGEMENT COMPANY LLC 2009886,Gilliland Jeter Wealth Management LLC 2009890,Arbor Wealth Advisors LLC -2009895,Lykos Global Management, LP -2009900,Wynn Capital, LLC +2009895,Lykos Global Management LP +2009900,Wynn Capital LLC 2009911,14B Captial Management LP -2009914,BREACH INLET CAPITAL MANAGEMENT, LLC -2010014,Grunden Financial Advisory, Inc. +2009914,BREACH INLET CAPITAL MANAGEMENT LLC +2010014,Grunden Financial Advisory Inc. 2010015,Hara Capital LLC 2010029,EVOLUTION WEALTH MANAGEMENT INC. 2010051,Fidelis Wealth Advisors LLC -2010095,SARD WEALTH MANAGEMENT GROUP, LLC +2010095,SARD WEALTH MANAGEMENT GROUP LLC 2010098,Evergreen Private Wealth LLC -2010145,KITCHING PARTNERS, LLC -2010185,Thayer Partners, LLC / MA +2010145,KITCHING PARTNERS LLC +2010185,Thayer Partners LLC / MA 2010186,BARTLETT & CO. 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GARRY & ASSOCIATES, LLC -2056410,RAHLFS CAPITAL, LLC -2056414,Uniting Wealth Partners, LLC +2056402,STEPHEN J. GARRY & ASSOCIATES LLC +2056410,RAHLFS CAPITAL LLC +2056414,Uniting Wealth Partners LLC 2056418,Grant Private Wealth Management Inc -2056425,SAGESPRING WEALTH PARTNERS, LLC -2056427,Sherwood Financial Partners, LLC +2056425,SAGESPRING WEALTH PARTNERS LLC +2056427,Sherwood Financial Partners LLC 2056438,Cohalo Advisory LLC 2056441,Coign Capital Advisors LLC 2056447,McMill Wealth Management -2056510,Rossby Financial, LCC -2056519,Accredited Wealth Management, LLC +2056510,Rossby Financial LCC +2056519,Accredited Wealth Management LLC 2056521,MASTER'S WEALTH MANAGEMENT INC. 2056532,ROSS\JOHNSON & Associates LLC 2056550,Premier Private Wealth Management LLC 2056556,Texas Bank & Trust Co 2056559,Defined Financial Planning LLC -2056566,AGP FRANKLIN, LLC +2056566,AGP FRANKLIN LLC 2056576,INVESTMENT COUNSEL CO OF NEVADA -2056577,CHAPMAN FINANCIAL GROUP, LLC -2056589,Graver Capital Management, LLC -2056591,STONEHAVEN WEALTH & TAX SOLUTIONS, LLC -2056598,ASK CAPITAL MANAGEMENT, LLC -2056601,Salus Financial Advisors, LLC -2056602,Charis Legacy Partners, LLC -2056627,Topsail Wealth Management, LLC -2056637,Headland Capital, LLC +2056577,CHAPMAN FINANCIAL GROUP LLC +2056589,Graver Capital Management LLC +2056591,STONEHAVEN WEALTH & TAX SOLUTIONS LLC +2056598,ASK CAPITAL MANAGEMENT LLC +2056601,Salus Financial Advisors LLC +2056602,Charis Legacy Partners LLC +2056627,Topsail Wealth Management LLC +2056637,Headland Capital LLC 2056650,10Elms LLP 2056653,Helium Advisors LLC -2056656,Nolet Wealth Management, LLC +2056656,Nolet Wealth Management LLC 2056667,LeClair Wealth Partners LLC 2056670,Morangie Management LLC -2056671,KANE INVESTMENT MANAGEMENT, INC. -2056676,4WEALTH ADVISORS, INC. +2056671,KANE INVESTMENT MANAGEMENT INC. +2056676,4WEALTH ADVISORS INC. 2056683,Everest Private Wealth 2056686,Advaya LLP -2056690,TRIGLAV INVESTMENTS, D.O.O. -2056691,Fourth Dimension Wealth, LLC -2056693,MPWM ADVISORY SOLUTIONS, LLC -2056695,Apex Wealth Management, LLC -2056697,Peak Retirement Planning, Inc. +2056690,TRIGLAV INVESTMENTS D.O.O. +2056691,Fourth Dimension Wealth LLC +2056693,MPWM ADVISORY SOLUTIONS LLC +2056695,Apex Wealth Management LLC +2056697,Peak Retirement Planning Inc. 2056705,Vestment Financial LLC 2056711,Wise Wealth Partners -2056719,Collar Capital Management, LLC -2056727,Sulzberger Capital Advisors, Inc. +2056719,Collar Capital Management LLC +2056727,Sulzberger Capital Advisors Inc. 2056728,Oak Wealth Advisors LLC -2056729,CURA WEALTH ADVISORS, LLC +2056729,CURA WEALTH ADVISORS LLC 2056734,Pinnacle Investment Management Ltd -2056752,Lionshead Wealth Management, LLC -2056763,PINNEY & SCOFIELD, INC. -2056764,Parvin Asset Management, LLC +2056752,Lionshead Wealth Management LLC +2056763,PINNEY & SCOFIELD INC. +2056764,Parvin Asset Management LLC 2056766,Sierra Legacy Group -2056783,Cornerstone Financial Group, LLC /NE/ +2056783,Cornerstone Financial Group LLC /NE/ 2056786,Lunate Capital Ltd -2056795,Three Magnolias Financial Advisors, LLC +2056795,Three Magnolias Financial Advisors LLC 2056807,Tema ETFs LLC 2056819,Arini Capital Management Ltd 2056821,FEARNLEY ASSET MANAGEMENT AS @@ -12069,245 +12069,245 @@ 2056914,VEGA INVESTMENT SOLUTIONS 2056922,Dogwood Wealth Management LLC 2056939,Brickwood Asset Management LLP -2056976,Pacific Point Advisors, LLC -2057004,RETIREMENT PLANNING GROUP, LLC / NY -2057019,Wellington Capital Management, Inc. -2057054,Blue Sky Capital Consultants Group, Inc. -2057056,SCHNIEDERS CAPITAL MANAGEMENT, LLC. +2056976,Pacific Point Advisors LLC +2057004,RETIREMENT PLANNING GROUP LLC / NY +2057019,Wellington Capital Management Inc. +2057054,Blue Sky Capital Consultants Group Inc. +2057056,SCHNIEDERS CAPITAL MANAGEMENT LLC. 2057060,GF FUND MANAGEMENT CO. 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(Ohio) +2115182,Taylor Securities Services Inc. +2115210,Compass Financial Group Inc. (Ohio) 2115254,Basecamp Wealth Advisors LLC 2115327,Virginia Estate & Retirement Planning Advisors Inc. -2115370,Oakmont Advisory Group, LLC +2115370,Oakmont Advisory Group LLC 2115416,Midway Capital Research & Management -2115523,ADVISORTRUST PARTNERS, LLC -2115533,Carter Financial, LLC -2115631,Henson-Edgewater Management, LLC -2116061,Storen Legacy Partners, LLC +2115523,ADVISORTRUST PARTNERS LLC +2115533,Carter Financial LLC +2115631,Henson-Edgewater Management LLC +2116061,Storen Legacy Partners LLC 2116118,Redwood Family Wealth LLC 2116119,FIDUCIARY FINANCIAL ADVISORS 2116315,Oak Barrel Wealth Advisory LLC -2116323,Forty-three Eighteen Advisors, LLC +2116323,Forty-three Eighteen Advisors LLC 2116327,Fund Advisors of America Inc/FL 2116339,Lifetime Wealth Management P.C. 2116489,MOZAYYX MANAGEMENT LLC 2116771,Ahara Advisors LLC -2116904,PURSUIT WEALTH STRATEGIES, LLC +2116904,PURSUIT WEALTH STRATEGIES LLC 2117069,Green Ridge Wealth Planning LLC -2117787,Up Capital Management, Inc. -2118051,Tortuga Wealth Management, Inc -2118181,Sentinel Advisory Group, LLC -2118274,Larry Mathis Financial Planning, LLC +2117787,Up Capital Management Inc. +2118051,Tortuga Wealth Management Inc +2118181,Sentinel Advisory Group LLC +2118274,Larry Mathis Financial Planning LLC 2118292,Galaxy Digital Capital Management GP LLC -2118318,LightSquare Wealth Management, LLC -2118328,Vertrix Wealth Management, LLC -2118380,Downshift Financial, LLC -2118722,John A. Wolfe & Associates, Inc. +2118318,LightSquare Wealth Management LLC +2118328,Vertrix Wealth Management LLC +2118380,Downshift Financial LLC +2118722,John A. Wolfe & Associates Inc. 2118914,Titiun Yejiel -2118977,Estate Planners Group, LLC +2118977,Estate Planners Group LLC 2119167,Pangea Capital Gestao de Recursos Ltda. -2119283,Meadowbrook Advisors Group, LLC -2119881,Intentional Wealth Strategies, LLC +2119283,Meadowbrook Advisors Group LLC +2119881,Intentional Wealth Strategies LLC 2119894,Spear Advisors LLC 2120450,Wealth Care LLC -2121075,Cassady Wealth & Retirement Planning, LLC +2121075,Cassady Wealth & Retirement Planning LLC 2121390,Center for Wealth Management Advisory -2121836,TCFG Investment Advisors, LLC -2121884,Integrity Wealth Partners, LLC +2121836,TCFG Investment Advisors LLC +2121884,Integrity Wealth Partners LLC 2122180,JOURNEY RETIREMENT PLANNING & INVESTMENT MANAGEMENT LLC 2122473,American State Bank (Iowa) -2122489,MSRH, LLC +2122489,MSRH LLC 2122970,RED REEF ADVISORS LLC -2123012,DWR WEALTH MANAGEMENT, LLC +2123012,DWR WEALTH MANAGEMENT LLC 2123661,PCB Capital LLC 2123735,NorthAvenue LLC -2123739,Capital Asset Managemnet, LLC +2123739,Capital Asset Managemnet LLC 2123857,McAlvany Wealth Management LLC -2123943,Merited Wealth, LLC +2123943,Merited Wealth LLC 2123957,Kryger Capital LLC 2124354,Elevation Advisory Partners LLC -2124549,Capital Investment Management, Inc. -2124777,Oasis Advisors, LLC +2124549,Capital Investment Management Inc. +2124777,Oasis Advisors LLC 2124783,Roan Capital Partners 2124867,TIAA Wealth Investment Management LLC 2125215,Jackson Brooke LLC -2126147,Hamrick Investment Counsel, llc -2126257,Prota Financial, LLC +2126147,Hamrick Investment Counsel llc +2126257,Prota Financial LLC 2126503,Anther Capital Ltd 2126518,KRM WEALTH MANAGEMENT L.L.C. 2126627,Sanchez Levi Garrett 2126773,Bravera Wealth 2126778,Narodna banka Slovenska 2126814,Unify Financial Advisors -2126837,Arch Global Advisors, LLC -2127120,AtlasMark Financial, Inc -2127147,Innovative Asset Advisors Group, LLC +2126837,Arch Global Advisors LLC +2127120,AtlasMark Financial Inc +2127147,Innovative Asset Advisors Group LLC 2127408,PW Nova Financial Services LLC 2127509,SEB Asset Management AB 2127635,RETIREMITTEN FINANCIAL LLC -2127787,Z3 Capital Partners, LLC -2127791,Navigate Wealth Management, LLC +2127787,Z3 Capital Partners LLC +2127791,Navigate Wealth Management LLC 2127793,E20 Capital Ltd -2127798,Northern Lights Advisors, Inc. -2127823,Emerald Investment Advisers, LLC -2128243,Athena Wealth Management, LLC +2127798,Northern Lights Advisors Inc. +2127823,Emerald Investment Advisers LLC +2128243,Athena Wealth Management LLC 2128338,Cerity Partners Retirement Plan Advisors LLC 2128691,Capital Squared Financial LLC -2129058,Dala Group, LLC -2129318,Norris Financial Group, LLC -2129719,Crystal Cove Asset Management, LLC +2129058,Dala Group LLC +2129318,Norris Financial Group LLC +2129719,Crystal Cove Asset Management LLC 2129751,Decker Wealth Management LLC 2129795,Madson Wealth Advisors Inc -2129940,E-Wealth Partners, LLC +2129940,E-Wealth Partners LLC 2130022,ALLSTREET CAPITAL ADVISORS LLC 2130067,Flatrock Wealth Partners LLC -2130270,Professional Financial Management, Inc. +2130270,Professional Financial Management Inc. 2130487,Militia Capital Management LLC 2130895,GOANNA CAPITAL MANAGEMENT LLC 2130930,STONE LOFT WEALTH MANAGEMENT LLC -2130988,TRB Wealth Management, LLC +2130988,TRB Wealth Management LLC 2131047,Capital Advisor Network LLC 2131053,Parrish Capital LLC 2131132,Kentucky Farm Bureau Mutual Insurance Co -2131139,Medallion Wealth Advisors, LLC -2131286,Strategic Financial Group, LLC +2131139,Medallion Wealth Advisors LLC +2131286,Strategic Financial Group LLC 2131483,Henshaw Capital LLC 2131510,LEGACY FINANCIAL INDEPENDENT ADVISORS LLC -2131511,Philadelphia Investment Partners, LLC -2131759,Investment Management Trust, LLC +2131511,Philadelphia Investment Partners LLC +2131759,Investment Management Trust LLC 2131949,Altium Investment Strategies LLC -2132054,MTM FINANCIAL GROUP, LLC -2132074,Collaborative Fund Advisors, LLC -2132204,My Portfolio Guide, LLC +2132054,MTM FINANCIAL GROUP LLC +2132074,Collaborative Fund Advisors LLC +2132204,My Portfolio Guide LLC 2132253,Allied Private Wealth LLC -2132497,Navigation Group, LLC -2132506,Alessandra Capital Management, LLC -2132534,Sidoxia Capital Management, LLC +2132497,Navigation Group LLC +2132506,Alessandra Capital Management LLC +2132534,Sidoxia Capital Management LLC 2132639,Causey Wealth LLC -2132683,Summit Portfolio Management, LTD. +2132683,Summit Portfolio Management LTD. 2133354,Forum Finance Group S.A. -2133429,TrustWell Financial Advisors, LLC -2133435,Bucket List Wealth Management, LLC -2133484,Good Harbor Advisors, Inc. +2133429,TrustWell Financial Advisors LLC +2133435,Bucket List Wealth Management LLC +2133484,Good Harbor Advisors Inc. 2133489,Gerald Baker Financial Group LLC -2133532,McKinney Capital Management, LLC -2133547,CFG Wealth Management Services, Inc. +2133532,McKinney Capital Management LLC +2133547,CFG Wealth Management Services Inc. 2133805,Owl Creek Wealth Partners LLC -2133911,FinArc Investments, Inc. +2133911,FinArc Investments Inc. 2133972,Frisco Financial Planning LLC -2133991,1015 Capital Partners, LLC +2133991,1015 Capital Partners LLC 2134013,Wellington Grp LLC -2134516,MIRAMONTES CAPITAL, LLC +2134516,MIRAMONTES CAPITAL LLC 2134540,Summitas Investment Management LLC 2134631,J. M. Brown & Associates Inc. 2134719,Pennsylvania State University 2134737,Guilbault Capital LLC -2134744,CPWA, LLC +2134744,CPWA LLC 2134767,Cedrus Wealth Group LLC -2134779,Avail Investment Partners, LLC +2134779,Avail Investment Partners LLC 2134828,Transmarket Holdings LP -2134831,GLR Partners, LLC +2134831,GLR Partners LLC 2134841,First Nebraska Trust Co -2134889,CARLSON FINANCIAL, INC. -2134981,MAGARIAN CAPITAL MANAGEMENT, LLC +2134889,CARLSON FINANCIAL INC. +2134981,MAGARIAN CAPITAL MANAGEMENT LLC 2134988,Isabella Capital Management LLP 2135047,Bull Harbor Capital LLC -2135110,Pioneer Family Office, LLC -2135125,Peck Wealth Management, LLC +2135110,Pioneer Family Office LLC +2135125,Peck Wealth Management LLC 2135126,CapitalatWork S.A. -2135133,Coral Wealth Management, LLC -2135144,Walsh & Associates, LLC -2135169,3 FACTOR INDEXING, LLC -2135239,PlanVest Financial, Inc -2135269,Financial Solutions Advisory Group, Inc. -2135303,Seal Cove Capital, LLC +2135133,Coral Wealth Management LLC +2135144,Walsh & Associates LLC +2135169,3 FACTOR INDEXING LLC +2135239,PlanVest Financial Inc +2135269,Financial Solutions Advisory Group Inc. +2135303,Seal Cove Capital LLC 2135327,Purewater Capital LLC 2135336,Madrid Financial Services -2135356,Encore Global Management, LP +2135356,Encore Global Management LP 2135379,Ares Systematic Credit Ltd -2135539,SIMA Wealth Partners, LLC +2135539,SIMA Wealth Partners LLC 2135623,PATHWAY WEALTH MANAGEMENT LLC -2135644,Cornerstone Wealth, LLC/TN -2135773,BankChampaign, National Association -2135775,Orographic Financial Advisors, LLC +2135644,Cornerstone Wealth LLC/TN +2135773,BankChampaign National Association +2135775,Orographic Financial Advisors LLC 2135817,Cadia Private Client LLC -2135840,Mullaney, Keating & Wright, Inc. +2135840,Mullaney Keating & Wright Inc. 2136099,Independent Wealth Advisors LLC -2136102,Blom & Howell Financial Planning, Inc. +2136102,Blom & Howell Financial Planning Inc. 2136331,J. R. Prunier Capital Management LLC 2136442,Essential Partners LLC 2136566,LAVELLE CAPITAL LP -2136600,Woodward Financial Advisors, Inc. +2136600,Woodward Financial Advisors Inc. 2136877,Burnham & Co LLC -2136908,Bellars Harris Wealth Management, LLC +2136908,Bellars Harris Wealth Management LLC 2136913,Krane Financial Solutions LLC -2137268,Lionhunter Capital Management, LLC -2137280,Midwest Financial Network, LLC +2137268,Lionhunter Capital Management LLC +2137280,Midwest Financial Network LLC 2137372,Atomic Invest LLC 2137383,Contango Wealth Management LLC 2137428,Positano Wealth Management Ltd 2137529,Regatta Research & Money Management 2137659,KB Prvo drustvo za upravuvanje so zadolzitelni i dobrovolni penziski fondovi AD Skopje -2137933,Stillwater Private Wealth, LLC +2137933,Stillwater Private Wealth LLC 2139665,Planning Strategies Inc. 2139692,Go Invest LLC 2139748,Robinswood Financial LLC 2139779,Lifeyrissjodur verzlunarmanna (Pension Fund of Commerce) -2139999,X ADVISORS, LLC -2140230,Three Bearings Fiduciary Advisors, Inc. -2140235,Evanson Financial, LLC -2140428,S&A Financial Services, Inc. -2140431,Optimus Capital Advisors, LLC +2139999,X ADVISORS LLC +2140230,Three Bearings Fiduciary Advisors Inc. +2140235,Evanson Financial LLC +2140428,S&A Financial Services Inc. +2140431,Optimus Capital Advisors LLC 2140580,LDIC Inc. -2140601,Capstone Wealth Management Group, Inc. -2140714,Southern Financial Group, LLC +2140601,Capstone Wealth Management Group Inc. +2140714,Southern Financial Group LLC 2140766,Delaney Capital Management Ltd. 2140776,Steelhead Wealth Management LLC 2141005,Hamilton Capital Partners Inc. -2141570,Paladin Partners, LLC -2141692,LANGLEY WEALTH MANAGEMENT, LLC -2142299,Stonebridge Financial Group, LLC/CA +2141570,Paladin Partners LLC +2141692,LANGLEY WEALTH MANAGEMENT LLC +2142299,Stonebridge Financial Group LLC/CA 2142345,TTRF Capital Ltd 2143027,Pavaki Capital Management LLC 2143045,Pandowealth. LLC -2143070,Financial Management, Inc. -2143677,Aspen Private Advisors, LLC +2143070,Financial Management Inc. +2143677,Aspen Private Advisors LLC 2143895,TriCert Investment Counsel Inc. -2144052,PRAIRIE ADVISORY, LLC -2144243,Daniel Investment Group, Inc. +2144052,PRAIRIE ADVISORY LLC +2144243,Daniel Investment Group Inc. 2144328,Outbound Financial Inc -2145102,Bridgelight Financial Advisors, Inc. +2145102,Bridgelight Financial Advisors Inc. 2145170,Essential Investment Partners LLC 2145383,Carolina Wealth Management Inc -2145782,PENSION & WEALTH MANAGEMENT ADVISORS, INC. +2145782,PENSION & WEALTH MANAGEMENT ADVISORS INC. 2145813,Kingsway Capital Partners Ltd -2145868,SACKS & ASSOCIATES, LLC -2145869,FRIENDS OF THE CORNELL LAB OF ORNITHOLOGY, INC. +2145868,SACKS & ASSOCIATES LLC +2145869,FRIENDS OF THE CORNELL LAB OF ORNITHOLOGY INC. 2146052,Jupiter Topco LLC -2146304,Odyssey Group, LLC -2146357,N10 WEALTH, LLC +2146304,Odyssey Group LLC +2146357,N10 WEALTH LLC 2146729,Kroeger Financial Partners 2146839,Kinetic Wealth Investment Advisors LLC -2146922,N10 ASSETS, LLC +2146922,N10 ASSETS LLC 2146944,Evelyn Partners Group Ltd -2146947,R2 Capital Strategies, LLC +2146947,R2 Capital Strategies LLC 2147136,Fairlight Advisors 2147212,ADKINS SEALE CAPITAL MANAGEMENT LLC 2147314,BEACON HILL WEALTH MANAGEMENT LTD. 2147372,Noble Wealth Partners LLC -2147643,Advisory Solutions Group, LLC -2147967,XP Advisory US, Inc. +2147643,Advisory Solutions Group LLC +2147967,XP Advisory US Inc. 2148496,Rose Capital Advisors LLC 2148716,Schuylkill Financial LLC 2148724,COMPASS FINANCIAL MANAGEMENT LLC -2148757,NI ACQUISITIONS COMPANY, LLC +2148757,NI ACQUISITIONS COMPANY LLC 2148930,NBH Bank 2148988,AlphaGrep UK Ltd -2149002,GAINLINE FINANCIAL PARTNERS, LLC -2149018,Shah Wealth Advisors, LLC +2149002,GAINLINE FINANCIAL PARTNERS LLC +2149018,Shah Wealth Advisors LLC 2149024,WILLIAM JOHN SEMPOLINSKI 2149091,Arbor Wealth Management LLC\AZ -2149098,SUCCESSION FINANCIAL, INC. -2149104,MW ADVISORY, LLC -2149209,TENET WEALTH PARTNERS, LLC -2149656,Maloon Powers Pitre Higgins & Dennehy, LLC +2149098,SUCCESSION FINANCIAL INC. +2149104,MW ADVISORY LLC +2149209,TENET WEALTH PARTNERS LLC +2149656,Maloon Powers Pitre Higgins & Dennehy LLC 2149795,Markowski Investments 2149814,SeedSafe Financial LLC -2149835,CENTRICA WEALTH MANAGEMENT, LLC +2149835,CENTRICA WEALTH MANAGEMENT LLC 2149839,Old Mission Investment Co LLC 2149844,Montgomery Financial Services LLC -2149849,OceanIQ Capital, LLC +2149849,OceanIQ Capital LLC 2149882,Highland Investment Advisors LLC -2149913,Outlook Capital Management, LLC -2149918,Turner Financial Group, Inc. +2149913,Outlook Capital Management LLC +2149918,Turner Financial Group Inc. 2149956,MLG Wealth Management DBA Pine Grove Financial Group -2150168,Timbuktu Capital Management, LLC -2150170,Oakmont Investment Advisors, Inc. +2150168,Timbuktu Capital Management LLC +2150170,Oakmont Investment Advisors Inc. 2150231,TOP Private Wealth LLC. -2150482,IKE Capital, LLC +2150482,IKE Capital LLC 2150492,Thompson David Blair -2150676,Advus Financial Partners, LLC +2150676,Advus Financial Partners LLC 2151773,K5 Global Advisor LLC -2151928,Kachkovsky & Fisher, Inc. -2152085,Willow Creek Capital Management, Inc. -2152629,Range Advisory, LLC +2151928,Kachkovsky & Fisher Inc. +2152085,Willow Creek Capital Management Inc. +2152629,Range Advisory LLC 2153025,Twin Peaks Capital Ltd 2153211,Marathon Wealth Advisors LLC 2153440,Lotus Asset Management LLC -2153446,Spectrum Advisors, Inc. +2153446,Spectrum Advisors Inc. diff --git a/tests/SEC13FIncrementalRealDayTests.cs b/tests/SEC13FIncrementalRealDayTests.cs new file mode 100644 index 0000000..c3376b5 --- /dev/null +++ b/tests/SEC13FIncrementalRealDayTests.cs @@ -0,0 +1,165 @@ +/* + * QUANTCONNECT.COM - Democratizing Finance, Empowering Individuals. + * Lean Algorithmic Trading Engine v2.0. Copyright 2014 QuantConnect Corporation. + * + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. +*/ + +using System; +using System.Collections.Generic; +using System.Globalization; +using System.IO; +using System.IO.Compression; +using System.Linq; +using NUnit.Framework; +using QuantConnect.Configuration; +using QuantConnect.DataProcessing; +using QuantConnect.DataSource; + +namespace QuantConnect.DataLibrary.Tests +{ + /// <summary> + /// Runs one real day of EDGAR filings as an incremental run, on top of a real published history. + /// + /// The two bugs the review found were exactly here and neither unit test caught them: the day's + /// archive lacked tables the processor reads, so every daily run threw, and an incremental run + /// published each touched ticker's zip holding that day alone, cutting the security's history + /// down to it. Both are covered by unit tests now, on archives this repository writes itself. + /// This one uses the archive EDGAR really served and a shelf the processor really produced, so + /// the day is read as the job reads it. + /// + /// Explicit: SEC13F_DAY_RAW is the raw folder holding archives/edgar-yyyyMMdd_form13f.zip, + /// SEC13F_DAY_PUBLISHED a published dataset folder, SEC13F_DAY_DATA a LEAN data folder and + /// SEC13F_DAY the day to read. + /// </summary> + [TestFixture, Explicit("Needs a cached EDGAR day and a published history on disk")] + public class SEC13FIncrementalRealDayTests + { + private string _root; + private string _previousDataFolder; + + [SetUp] + public void SetUp() + { + _root = Path.Combine(Path.GetTempPath(), $"sec-13f-day-{Guid.NewGuid():N}"); + Directory.CreateDirectory(_root); + _previousDataFolder = Config.Get("data-folder", null); + } + + [TearDown] + public void TearDown() + { + Config.Reset(); + if (_previousDataFolder != null) + { + Config.Set("data-folder", _previousDataFolder); + } + + Globals.Reset(); + Directory.Delete(_root, true); + } + + [Test] + public void ARealEdgarDayIsAddedToARealPublishedHistory() + { + var raw = Environment.GetEnvironmentVariable("SEC13F_DAY_RAW"); + var published = Environment.GetEnvironmentVariable("SEC13F_DAY_PUBLISHED"); + var data = Environment.GetEnvironmentVariable("SEC13F_DAY_DATA"); + Assert.IsTrue(Directory.Exists(raw), "set SEC13F_DAY_RAW to the raw folder of the cached archives"); + Assert.IsTrue(Directory.Exists(published), "set SEC13F_DAY_PUBLISHED to a published dataset folder"); + Assert.IsTrue(Directory.Exists(data), "set SEC13F_DAY_DATA to a LEAN data folder"); + + var day = DateTime.ParseExact(Environment.GetEnvironmentVariable("SEC13F_DAY") ?? "", + "yyyyMMdd", CultureInfo.InvariantCulture); + + Config.Set("data-folder", data); + Globals.Reset(); + + // A day the raw folder does not already hold is fetched, which is what makes this a test + // of the archive the processor writes rather than of one already on disk. The SEC's user + // agent then has to be configured, as it does for a real run. + + // The shelf the job hands over, holding what is published today. Copied rather than read + // in place, since a run that wrote into it would be rewriting the live dataset. + var shelf = Path.Combine(_root, "processed", "alternative", "sec"); + var shelfDataset = Path.Combine(shelf, SEC13FHolding.ReportFolder); + Directory.CreateDirectory(shelfDataset); + foreach (var file in Directory.GetFiles(published)) + { + File.Copy(file, Path.Combine(shelfDataset, Path.GetFileName(file))); + } + + var before = Dates(Path.Combine(shelfDataset, "aapl.zip")); + Assert.IsNotEmpty(before, "the shelf carries no AAPL history to add to"); + + var destination = Path.Combine(_root, "out", "alternative", "sec"); + var archive = new SEC13FDownloader.Archive( + SEC13FEdgarDay.ArchiveName(day), $"https://localhost/{SEC13FEdgarDay.ArchiveName(day)}", + day, day, IsDaily: true); + + using (var downloader = new SEC13FDownloader(destination, shelf, day, raw)) + { + downloader.ProcessArchive(archive); + downloader.FlushPendingRows(); + downloader.FinalizeSecurityFiles(); + } + + var written = Path.Combine(destination, SEC13FHolding.ReportFolder); + var touched = Directory.GetFiles(written, "*.zip"); + TestContext.Out.WriteLine($"{touched.Length} securities touched by {day:yyyy-MM-dd}"); + + Assert.IsNotEmpty(touched, "the day published nothing at all, which is the bug that threw"); + + // Every zip this run wrote must still hold what was published for that security, or the + // run has just cut its history down to one day. + var entry = $"{day:yyyyMMdd}.csv"; + var lost = 0; + var gained = 0; + foreach (var path in touched) + { + var ticker = Path.GetFileNameWithoutExtension(path); + var now = Dates(path); + var was = Dates(Path.Combine(shelfDataset, $"{ticker}.zip")); + + if (was.Except(now).Any()) + { + lost++; + } + + if (now.Contains(entry)) + { + gained++; + } + } + + TestContext.Out.WriteLine($"{gained} of them carry {entry}, {lost} lost a published date"); + Assert.AreEqual(touched.Length, gained, $"a touched security does not carry {entry}"); + Assert.AreEqual(0, lost, "a security lost dates it had published"); + + var after = Dates(Path.Combine(written, "aapl.zip")); + TestContext.Out.WriteLine($"aapl: {before.Count} dates published, {after.Count} after the day"); + Assert.IsEmpty(before.Except(after).ToList(), "AAPL lost published dates"); + Assert.IsTrue(after.Contains(entry), "AAPL did not gain the day"); + } + + /// <summary>The entry names a security's zip holds, or an empty set when there is no zip.</summary> + private static HashSet<string> Dates(string path) + { + if (!File.Exists(path)) + { + return new HashSet<string>(); + } + + using var zip = ZipFile.OpenRead(path); + return zip.Entries.Select(entry => entry.Name).ToHashSet(); + } + } +} diff --git a/tests/SEC13FProcessorTests.cs b/tests/SEC13FProcessorTests.cs index 78a1adb..6a91f19 100644 --- a/tests/SEC13FProcessorTests.cs +++ b/tests/SEC13FProcessorTests.cs @@ -35,8 +35,7 @@ namespace QuantConnect.DataLibrary.Tests /// The data classes had full coverage while the processor, which is where the subtle logic /// lives, had none. Every case below is a defect that actually reached a run and was caught by /// hand: a CUSIP left-padded into a different security, a thousand-fold step in the middle of - /// the value history, a file written in quarter order that LEAN then silently truncated, and a - /// universe that either threw away the finished quarter or resurrected a retired one. + /// the value history, and a file written in quarter order that LEAN then silently truncated. /// </summary> [TestFixture] public class SEC13FProcessorTests @@ -493,9 +492,9 @@ public void AnIncrementalRunWithNoPublishedHistoryFails() { // The destination arrives empty on every deployment, so a processed-data-directory that // is wrong or unmounted leaves an incremental run with nothing to merge into. Publishing - // the window on its own would republish thirteen years as three months, rebuild every - // universe file from it, and return success: the files come out the right shape, so no - // row count tells the two apart. The guard runs before anything is fetched. + // the window on its own would republish thirteen years as three months and return + // success: the files come out the right shape, so no row count tells the two apart. The + // guard runs before anything is fetched. using var downloader = new SEC13FDownloader( Path.Combine(_root, "out"), Path.Combine(_root, "processed"), new DateTime(2026, 9, 8)); @@ -506,11 +505,11 @@ public void AnIncrementalRunWithNoPublishedHistoryFails() [Test] public void ARunIntoADestinationAlreadyHoldingFilesFails() { - // The job hands the destination over empty. Files an earlier run left there would be read - // into the universe and published again, so a run refuses to start on top of them. + // The job hands the destination over empty. A file an earlier run left there would be + // published again, so a run refuses to start on top of one. var destination = Path.Combine(_root, "out", SEC13FHolding.ReportFolder); Directory.CreateDirectory(destination); - File.WriteAllText(Path.Combine(destination, "aapl.csv"), "20240214"); + File.WriteAllText(Path.Combine(destination, "aapl.zip"), "20240214"); using var downloader = Downloader(); @@ -642,7 +641,7 @@ private string PublishedShelf() return shelf; } - // ---- Delisted securities and the universe's shelf life ---------------------------------- + // ---- Delistings, renames and the tickers that name the files ---------------------------- /// <summary> /// Points LEAN's data folder at a map file archive holding exactly the rows given per ticker, @@ -1142,7 +1141,7 @@ public void ADaysArchiveIsReadByTheProcessorLikeADataSet() var row = EntryLines(Path.Combine(_root, "out", SEC13FHolding.ReportFolder, "aapl.zip"), "20260814.csv").Single(); Assert.AreEqual("20260814,0001214659-26-010148,107136,20260630,13F-HR,RESTATEMENT,1,COM,50,SH,1000,0,P,DFND,1;2,0,50,,1,20260515", row); - Assert.AreEqual(new[] { "107136,WEALTH ADVISORS, INC." }, + Assert.AreEqual(new[] { "107136,WEALTH ADVISORS INC." }, File.ReadAllLines(Path.Combine(_root, "out", SEC13FHolding.ReportFolder, "managers.csv"))); } @@ -1192,6 +1191,30 @@ public void AnOptionOnAFundFamilyIsResolvedByThePriceOfItsLine() Assert.AreEqual("C", emerging[12], "the side comes from the CUSIP"); } + [Test] + public void AnOptionLineTakesTheUnitItsCloseProves() + { + // The filing has no share line, so its own unit is only the SEC rule for its date, which + // after 2023 says dollars. The close the line was matched on says thousands, and it is + // the one reading here that looked at a price: published in dollars the value would be + // a thousandfold short. + var iwm = SecurityIdentifier.GenerateEquity(new DateTime(1980, 12, 12), "IWM", Market.USA); + var eem = SecurityIdentifier.GenerateEquity(new DateTime(1980, 12, 12), "EEM", Market.USA); + SeedMapFiles("iwm", "eem"); + SeedSecurityDatabase( + $"{iwm},46428765,BBG000CGC9C4,2622059,US4642876555,1100663", + $"{eem},46428723,BBG000M0P5L2,2801669,US4642872349,1100663"); + SeedCoarse("20260630", (iwm, 220m), (eem, 45m)); + + var day = new DateTime(2026, 8, 14); + var filing = OptionFiling(day); + filing.Lines.Add(["464287905", "RUSSELL 2000 ETF", "22", "100", "SH", "Call", "SOLE", null, "0", "0", "100"]); + + var row = PublishedRows(day, filing, "iwm").Single().Split(','); + Assert.AreEqual("22", row[10], "the manager's number is published untouched"); + Assert.AreEqual("3", row[11]); + } + [TestCase(220, 220, true)] [TestCase(221, 220, true)] [TestCase(224, 220, false)] @@ -1203,6 +1226,121 @@ public void AnOptionLineNamesAFundOnlyWithinHalfAPercentOfItsClose(double price, Assert.AreEqual(expected, SEC13FDownloader.MatchesClose((decimal)price, (decimal)close)); } + [TestCase("20260903", "20260830", TestName = "the lookback reaches further than the last day folded in")] + [TestCase("20260908", "20260830", TestName = "the last day folded in is inside the lookback")] + public void AnIncrementalRunStartsAtTheLookback(string lastFolded, string expected) + { + var shelf = PublishedShelf(); + File.WriteAllLines(Path.Combine(shelf, "edgar-days.txt"), ["#from 20260601", lastFolded]); + + using var downloader = new SEC13FDownloader( + Path.Combine(_root, "out"), Path.Combine(_root, "processed"), new DateTime(2026, 9, 9)); + downloader.ReadEdgarState(); + + Assert.AreEqual(expected, downloader.FirstDayToCatchUp(new DateTime(2026, 9, 9)).ToString("yyyyMMdd")); + } + + [Test] + public void AManagerKeepsTheNameOfItsLatestFilingWhateverOrderTheDaysAreRead() + { + // A day whose index came late is read after newer ones, so the last name a run sees is + // not the most recently filed. Taking it would roll the published name back to an older + // one until the manager files again. + SeedMapFiles("aapl"); + using var downloader = new SEC13FDownloader(Path.Combine(_root, "out"), Path.Combine(_root, "processed"), + null, Path.Combine(_root, "raw")); + downloader.TickerCrosswalk = UnitTestCrosswalk(); + + ProcessEdgarDay(downloader, new DateTime(2026, 8, 14), NamedFiling(new DateTime(2026, 8, 14), "NEWCO ASSET MGMT")); + ProcessEdgarDay(downloader, new DateTime(2026, 8, 10), NamedFiling(new DateTime(2026, 8, 10), "OLDCO ASSET MGMT")); + downloader.FinalizeSecurityFiles(); + + Assert.AreEqual(new[] { "7,NEWCO ASSET MGMT" }, + File.ReadAllLines(Path.Combine(_root, "out", SEC13FHolding.ReportFolder, "managers.csv"))); + } + + /// <summary>One filing of CIK 7 on a day, holding a line that resolves, under the name given.</summary> + private static SEC13FEdgarDay.Filing NamedFiling(DateTime day, string name) + { + var filing = new SEC13FEdgarDay.Filing + { + Accession = $"0000000007-26-{day:MMdd}01", SubmissionType = "13F-HR", Cik = 7, Filed = day, + Period = new DateTime(2026, 6, 30), ManagerName = name + }; + + filing.Lines.Add(["037833100", "COM", "1000", "50", "SH", null, "SOLE", null, "50", "0", "0"]); + return filing; + } + + [Test] + public void AnIncrementalRunReachesBackToTheDaysAnOutageMissed() + { + // EDGAR blocked the runner for a fortnight, so every run in between failed. Reading only + // the ten day lookback would step over the days in the gap and return success, and no + // later run would ever reach them. + var shelf = PublishedShelf(); + File.WriteAllLines(Path.Combine(shelf, "edgar-days.txt"), ["#from 20260601", "20260814"]); + + using var downloader = new SEC13FDownloader( + Path.Combine(_root, "out"), Path.Combine(_root, "processed"), new DateTime(2026, 9, 9)); + downloader.ReadEdgarState(); + + var days = downloader.EdgarDaysToRead( + downloader.FirstDayToCatchUp(new DateTime(2026, 9, 9)), new DateTime(2026, 9, 9)); + + Assert.AreEqual("20260817", days[0].ToString("yyyyMMdd"), "the day after the last one folded in"); + Assert.AreEqual("20260909", days[^1].ToString("yyyyMMdd")); + Assert.IsFalse(days.Contains(new DateTime(2026, 8, 14)), "a day already folded in is not read again"); + } + + [Test] + public void TheFilingNamesItsOwnFilerRatherThanTheIndex() + { + // The index lists an accession once per CIK it names, and the first line of it can be a + // co-filer, so the daily path would file the positions under the wrong manager and split + // its history from what the data sets published. + var filing = SEC13FEdgarDay.ParseFiling( + new SECEdgarIndex.Entry("13F-HR", 50, new DateTime(2026, 8, 14), "edgar/data/50/x.txt"), + SampleSubmission().Replace("<filerInfo>", + "<filerInfo><filer><credentials><cik>0000000100</cik></credentials></filer>")); + + Assert.AreEqual(100, filing.Cik); + } + + [Test] + public void AFilingWithNoCredentialsKeepsTheIndexCik() + { + Assert.AreEqual(107136, SEC13FEdgarDay.ParseFiling(SampleEntry(), SampleSubmission()).Cik); + } + + [Test] + public void ANamePublishedWithItsCommaIsCleanedWhenItIsFoldedIn() + { + // An earlier release wrote the names with their commas, so the file on the shelf carries + // lines of three fields. A run that folded them in untouched would republish them, and a + // manager that does not file again would keep its broken line for good. + SeedMapFiles("aapl"); + var shelf = PublishedShelf(); + SeedPublishedZip(shelf, "aapl", "20240215"); + File.WriteAllLines(Path.Combine(shelf, "managers.csv"), ["2230,ADAMS DIVERSIFIED EQUITY FUND, INC."]); + + var day = new DateTime(2026, 8, 14); + using var downloader = new SEC13FDownloader(Path.Combine(_root, "out"), Path.Combine(_root, "processed"), + day, Path.Combine(_root, "raw")); + downloader.TickerCrosswalk = UnitTestCrosswalk(); + + ProcessEdgarDay(downloader, day); + downloader.FinalizeSecurityFiles(); + + var published = File.ReadAllLines( + Path.Combine(_root, "out", SEC13FHolding.ReportFolder, "managers.csv")); + + Assert.IsTrue(published.Contains("2230,ADAMS DIVERSIFIED EQUITY FUND INC."), + $"the folded in name reads as {published.FirstOrDefault(line => line.StartsWith("2230,"))}"); + Assert.IsEmpty(published.Where(line => line.Count(character => character == ',') != 1).ToList(), + "a folded in name still carries a separator"); + } + [Test] public void AnIncrementalRunKeepsThePublishedDatesOfASecurity() { @@ -1507,7 +1645,7 @@ private static List<string> EntryLines(string zipPath, string entry) /// Points LEAN's data folder at a map file archive this test wrote, holding one row per /// ticker that spans every date used here. /// - /// The universe build turns each ticker into a SecurityIdentifier point in time, and + /// Publication turns each ticker into a SecurityIdentifier point in time, and /// LocalZipMapFileProvider throws outright when it finds no archive at all, so without this /// the test could only be skipped on a machine with no LEAN data checkout, which is most of /// them. The lookup date is pinned rather than left to walk back from yesterday, so the diff --git a/tests/SEC13FTests.cs b/tests/SEC13FTests.cs index 896313d..1d27f9a 100644 --- a/tests/SEC13FTests.cs +++ b/tests/SEC13FTests.cs @@ -254,7 +254,7 @@ public void TheManagersNameComesFromManagersCsv() var root = Path.Combine(Path.GetTempPath(), $"sec-13f-names-{Guid.NewGuid():N}"); var folder = Path.Combine(root, "alternative", "sec", "13f"); Directory.CreateDirectory(folder); - File.WriteAllLines(Path.Combine(folder, "managers.csv"), ["1067983,BERKSHIRE HATHAWAY, INC"]); + File.WriteAllLines(Path.Combine(folder, "managers.csv"), ["1067983,BERKSHIRE HATHAWAY INC"]); try { @@ -262,7 +262,7 @@ public void TheManagersNameComesFromManagersCsv() Globals.Reset(); SEC13FManagerNameProvider.Reset(); - Assert.AreEqual("BERKSHIRE HATHAWAY, INC", Read(FullLine).ManagerName); + Assert.AreEqual("BERKSHIRE HATHAWAY INC", Read(FullLine).ManagerName); Assert.IsNull(Read(FullLine.Replace(",1067983,", ",42,")).ManagerName); } finally @@ -274,6 +274,41 @@ public void TheManagersNameComesFromManagersCsv() } } + [Test] + public void AMissingManagersFileIsNotTakenForTheDaysAnswer() + { + // The file is read once a day, since it only gains managers overnight. A read that found + // nothing is not that day's answer: stamped as one, a single missed fetch would leave + // every name null until midnight. + var previous = Globals.DataFolder; + var retry = SEC13FManagerNameProvider.RetryInterval; + var root = Path.Combine(Path.GetTempPath(), $"sec-13f-names-{Guid.NewGuid():N}"); + var folder = Path.Combine(root, "alternative", "sec", "13f"); + Directory.CreateDirectory(folder); + + try + { + Configuration.Config.Set("data-folder", root); + Globals.Reset(); + SEC13FManagerNameProvider.Reset(); + + Assert.IsNull(Read(FullLine).ManagerName, "there is no file yet"); + + File.WriteAllLines(Path.Combine(folder, "managers.csv"), ["1067983,BERKSHIRE HATHAWAY INC"]); + SEC13FManagerNameProvider.RetryInterval = TimeSpan.Zero; + + Assert.AreEqual("BERKSHIRE HATHAWAY INC", Read(FullLine).ManagerName, "and now there is"); + } + finally + { + SEC13FManagerNameProvider.RetryInterval = retry; + Configuration.Config.Set("data-folder", previous); + Globals.Reset(); + SEC13FManagerNameProvider.Reset(); + Directory.Delete(root, true); + } + } + [Test] public void TheCollectionCarriesEveryPositionOfTheDay() { From cd97dd90be4d4151ba30b671209c6228efea0f37 Mon Sep 17 00:00:00 2001 From: Josue Nina <josue.nina.ponce@gmail.com> Date: Mon, 21 Sep 2026 12:46:01 -0500 Subject: [PATCH 4/7] Take the close off the option unit and bound the days a daily run reads A second review round found five defects, four of them in the commit before this one. One filing could state its option lines in two units, the manager name still rolled back across runs, the catch-up had no ceiling, a day that staged no row lost the names it read, and a test answered differently depending on the order NUnit ran it in. Processor - Let an option line resolved by price keep its filing's unit. The close names the fund and nothing else: an option line has no price of its own, so reading the unit off the close it matched published one manager's option book a thousandfold apart, since a line on a single-issue CUSIP never sees a close. Reverts that part of the commit before this one and restores the one policy, that only a share line is held against a close - Keep the published manager name when this run folds in a day older than the last one an earlier run folded in. managers.csv carries no filing date, so a day whose index came late would otherwise overwrite the newer name already published, and it would stay wrong until the manager filed again - Read at most five EDGAR days in a daily run. Nothing is published until every day of the gap is read, so an outage wider than the run's hour failed the run, lost its downloads and left the next run one day further behind, for good. The rebuild is not capped: it states in edgar-days.txt the day it reaches - Write managers.csv on a day whose filings all failed to resolve. The day is recorded as folded in whatever came out of it, so no later run reads its cover pages again and a name skipped here is lost until that manager files a line that resolves Data class - Drop the loaded day in SEC13FManagerNameProvider.Reset() along with the names, so a test is not answered with the day an earlier test in the same process stamped Tests - A gap wider than one run is closed over the runs that follow, and the rebuild still reads every weekday of its window - The published name survives a late day folded in after a newer one, and a day that staged no row still publishes the managers it read - The provider test stamps the day itself rather than relying on the order it is run in The published sample is unchanged: the option unit read off a close is only ever taken on a fund family's CUSIP, and every ticker in the sample is a single-issue issuer. --- DataProcessing/SEC13FDownloader.cs | 81 +++++++++++++++--------- SEC13FManagerNameProvider.cs | 1 + tests/SEC13FProcessorTests.cs | 99 +++++++++++++++++++++++++++--- tests/SEC13FTests.cs | 12 +++- 4 files changed, 155 insertions(+), 38 deletions(-) diff --git a/DataProcessing/SEC13FDownloader.cs b/DataProcessing/SEC13FDownloader.cs index 90c3b83..0f97206 100644 --- a/DataProcessing/SEC13FDownloader.cs +++ b/DataProcessing/SEC13FDownloader.cs @@ -100,6 +100,15 @@ public class SEC13FDownloader : IDisposable /// <summary>How far back a daily run looks for a day whose index EDGAR published late.</summary> private const int EdgarLookbackDays = 10; + /// <summary> + /// How many EDGAR days one daily run reads. The run has an hour, and a deadline day carries + /// several thousand filings, so a long outage cannot be caught up in a single run: read the + /// oldest days the gap holds, publish them, and close the rest of it over the runs that + /// follow. Unbounded, a gap that does not fit in the hour fails every run and grows by a day + /// each time, and nothing is published again without someone stepping in. + /// </summary> + private const int MaxEdgarDaysPerRun = 5; + private const string PeriodFormat = "yyyyMMdd"; // N-PORT quarters folded into the crosswalk: a year reaches every security still trading. @@ -245,6 +254,9 @@ public class SEC13FDownloader : IDisposable /// <summary>EDGAR days already folded into the history, published so a daily run never reads one twice.</summary> private readonly SortedSet<DateTime> _edgarDays = new(); + /// <summary>The last day folded in before this run, which dates what the published files state.</summary> + private DateTime _foldedThrough; + private readonly DateTime? _edgarFrom; private readonly DateTime? _edgarUntil; @@ -431,7 +443,8 @@ internal DateTime FirstDayToCatchUp(DateTime deploymentDate) /// <summary> /// The weekdays from one date to another that no earlier run has folded in, never before the - /// day EDGAR took over from the data sets. + /// day EDGAR took over from the data sets. A daily run takes the oldest MaxEdgarDaysPerRun of + /// them, so a gap is closed over several runs rather than attempted whole in each. /// </summary> internal List<DateTime> EdgarDaysToRead(DateTime from, DateTime until) { @@ -445,6 +458,15 @@ internal List<DateTime> EdgarDaysToRead(DateTime from, DateTime until) } } + // Only the daily run is on the clock. The rebuild reads the whole history by design, and + // capping it would leave the first release short of the day it says it reaches. + if (_deploymentDate != null && days.Count > MaxEdgarDaysPerRun) + { + Log.Trace($"SEC13FDownloader.EdgarDaysToRead(): {days.Count} days to fold in, reading the oldest " + + $"{MaxEdgarDaysPerRun} through {days[MaxEdgarDaysPerRun - 1]:yyyy-MM-dd}; the rest follow tomorrow"); + days.RemoveRange(MaxEdgarDaysPerRun, days.Count - MaxEdgarDaysPerRun); + } + return days; } @@ -629,8 +651,12 @@ internal void ReadEdgarState() "took over from the data sets, so a daily run could read a day twice. Republish with a full history run."); } + // What the published files state, they state as of this day. A full run leaves it at + // MinValue, since it publishes everything itself. + _foldedThrough = _edgarDays.Max; + Log.Trace($"SEC13FDownloader.ReadEdgarState(): EDGAR from {_edgarFirstDay:yyyy-MM-dd}, {_edgarDays.Count} " + - $"days already published, the last {_edgarDays.Max:yyyy-MM-dd}"); + $"days already published, the last {_foldedThrough:yyyy-MM-dd}"); } /// <summary>Publishes the day EDGAR took over and the days folded in so far, oldest first.</summary> @@ -903,7 +929,7 @@ internal sealed class PositionLine public decimal? ReportedValue { get; init; } /// <summary>The power of ten that turns <see cref="ReportedValue"/> into whole dollars.</summary> - public int ValueScale { get; set; } + public int ValueScale { get; init; } public string PutCall { get; set; } public string InvestmentDiscretion { get; init; } @@ -1339,6 +1365,8 @@ private void InferOptionSide(string cusip, PositionLine line) /// own. An option line reports the value and the number of the underlying shares, so its /// implied price is the underlying's, and the line goes to the one issue whose quarter-end /// close it matches, in dollars or in thousands. No match, or more than one, drops the line. + /// The close names the fund and nothing else. An option line has no price of its own, so it + /// keeps its filing's unit, like every other option line and like the bond at par beside it. /// </summary> private void EmitOptionLinesByPrice(HoldingKey key, Holding holding) { @@ -1354,11 +1382,7 @@ private void EmitOptionLinesByPrice(HoldingKey key, Holding holding) foreach (var line in holding.Lines) { var matches = line.Amount > 0m && line.ReportedValue > 0m - ? candidates - .Select(candidate => (candidate.Security, - Scale: ScaleAgainstClose(line.ReportedValue.Value / line.Amount.Value, candidate.Close.Value))) - .Where(candidate => candidate.Scale != null) - .ToList() + ? candidates.Where(candidate => MatchesClose(line.ReportedValue.Value / line.Amount.Value, candidate.Close.Value)).ToList() : []; var ticker = matches.Count == 1 ? ResolveTicker(matches[0].Security, key.FilingDate) : null; @@ -1369,11 +1393,6 @@ private void EmitOptionLinesByPrice(HoldingKey key, Holding holding) continue; } - // The fund and the unit are read off the same close, so the line takes its own - // price the way a share line does: it had to take its filing's only for as long as - // there was no close to measure it against. - line.ValueScale = matches[0].Scale.Value; - InferOptionSide(key.Cusip, line); _optionLinesByPrice++; _resolvedValue += line.DollarValue; @@ -1382,22 +1401,11 @@ private void EmitOptionLinesByPrice(HoldingKey key, Holding holding) } /// <summary>Whether a price is a close, stated in dollars or in thousands, within OptionPriceTolerance.</summary> - internal static bool MatchesClose(decimal price, decimal close) => ScaleAgainstClose(price, close) != null; - - /// <summary> - /// The power of ten that turns the value behind <paramref name="price"/> into dollars, when - /// that price is the close within OptionPriceTolerance, and null when it is not a close at - /// all. Zero for a line in dollars and three for one in thousands. - /// </summary> - internal static int? ScaleAgainstClose(decimal price, decimal close) + internal static bool MatchesClose(decimal price, decimal close) { - var ratio = (double)(price / close); - if (Math.Abs(ratio - 1) <= OptionPriceTolerance) - { - return 0; - } - - return Math.Abs(ratio * 1000 - 1) <= OptionPriceTolerance ? 3 : null; + var ratio = price / close; + return Math.Abs((double)ratio - 1) <= OptionPriceTolerance || + Math.Abs((double)ratio * 1000 - 1) <= OptionPriceTolerance; } /// <summary> @@ -1999,7 +2007,11 @@ internal void FinalizeSecurityFiles() { if (_stagedSecurities.Count == 0) { - Log.Trace("SEC13FDownloader.FinalizeSecurityFiles(): nothing was written"); + // A day can carry filings whose every line fails to resolve, and it is recorded as + // folded in all the same, so no later run reads its cover pages again: the names it + // gave are written now or never. + Log.Trace("SEC13FDownloader.FinalizeSecurityFiles(): no rows were staged"); + WriteManagerNames(); return; } @@ -2101,6 +2113,7 @@ private long WriteSecurityZip(string ticker, List<IGrouping<DateTime, HoldingsRo /// </summary> private void WriteManagerNames() { + Directory.CreateDirectory(_destinationDirectory); var path = Path.Combine(_destinationDirectory, ManagerNamesFileName); var names = new Dictionary<int, string>(); @@ -2120,7 +2133,15 @@ private void WriteManagerNames() foreach (var (cik, manager) in _managerNames) { - names[cik] = manager.Name; + // The published file carries no filing date, and the names in it are those of the + // days folded in before this run. A day whose index came late is read after newer + // days were already published, so its filing is not the manager's latest and taking + // its name would roll the published one back until the manager files again. A CIK + // the file does not carry yet is new whatever day it filed on. + if (manager.Filed > _foldedThrough || !names.ContainsKey(cik)) + { + names[cik] = manager.Name; + } } // Sanitized here and not only where the cover page is read, because the names folded in diff --git a/SEC13FManagerNameProvider.cs b/SEC13FManagerNameProvider.cs index a226eae..421820b 100644 --- a/SEC13FManagerNameProvider.cs +++ b/SEC13FManagerNameProvider.cs @@ -74,6 +74,7 @@ internal static void Reset() lock (_lock) { _names = null; + _loaded = default; _attempted = default; } } diff --git a/tests/SEC13FProcessorTests.cs b/tests/SEC13FProcessorTests.cs index 6a91f19..03da7a7 100644 --- a/tests/SEC13FProcessorTests.cs +++ b/tests/SEC13FProcessorTests.cs @@ -1192,12 +1192,12 @@ public void AnOptionOnAFundFamilyIsResolvedByThePriceOfItsLine() } [Test] - public void AnOptionLineTakesTheUnitItsCloseProves() + public void AnOptionLineNamedByItsCloseStillTakesItsFilingsUnit() { - // The filing has no share line, so its own unit is only the SEC rule for its date, which - // after 2023 says dollars. The close the line was matched on says thousands, and it is - // the one reading here that looked at a price: published in dollars the value would be - // a thousandfold short. + // The close names the fund, not the unit. An option line has no price of its own to hold + // against a close, so reading the unit off the fund it matched would state two units for + // one filing: the same manager's lines on a single-issue CUSIP never see a close. The + // filing's unit is the one every option line takes, right or wrong, for all of them. var iwm = SecurityIdentifier.GenerateEquity(new DateTime(1980, 12, 12), "IWM", Market.USA); var eem = SecurityIdentifier.GenerateEquity(new DateTime(1980, 12, 12), "EEM", Market.USA); SeedMapFiles("iwm", "eem"); @@ -1212,7 +1212,7 @@ public void AnOptionLineTakesTheUnitItsCloseProves() var row = PublishedRows(day, filing, "iwm").Single().Split(','); Assert.AreEqual("22", row[10], "the manager's number is published untouched"); - Assert.AreEqual("3", row[11]); + Assert.AreEqual("0", row[11], "the filing is after 2023, so its rule says dollars"); } [TestCase(220, 220, true)] @@ -1272,6 +1272,49 @@ private static SEC13FEdgarDay.Filing NamedFiling(DateTime day, string name) return filing; } + [Test] + public void ADayThatStagedNoRowStillPublishesTheManagersItRead() + { + // A quiet day can carry only filings whose every line fails to resolve. The day is + // recorded as folded in all the same, so no later run reads its cover pages again: a + // name not written here is lost until the manager files a line that does resolve. + SeedMapFiles("msft"); + var day = new DateTime(2026, 8, 14); + using var downloader = new SEC13FDownloader(Path.Combine(_root, "out"), Path.Combine(_root, "processed"), + day, Path.Combine(_root, "raw")); + downloader.TickerCrosswalk = UnitTestCrosswalk(); + + ProcessEdgarDay(downloader, day, NamedFiling(day, "NEWCO ASSET MGMT")); + downloader.FinalizeSecurityFiles(); + + var destination = Path.Combine(_root, "out", SEC13FHolding.ReportFolder); + Assert.IsEmpty(Directory.GetFiles(destination, "*.zip"), "nothing resolved"); + Assert.AreEqual(new[] { "7,NEWCO ASSET MGMT" }, File.ReadAllLines(Path.Combine(destination, "managers.csv"))); + } + + [Test] + public void AManagerKeepsItsPublishedNameWhenALateDayIsFoldedInAfterANewerOne() + { + // The run before this one folded in 09-09 and published the name that day's filing + // states. This run reaches back to 09-08, whose index EDGAR published late: its filing + // is older than what is published, and managers.csv carries no date to say so. + SeedMapFiles("aapl"); + var shelf = PublishedShelf(); + File.WriteAllLines(Path.Combine(shelf, "edgar-days.txt"), ["#from 20260601", "20260909"]); + File.WriteAllLines(Path.Combine(shelf, "managers.csv"), ["7,NEWCO ASSET MGMT"]); + + using var downloader = new SEC13FDownloader(Path.Combine(_root, "out"), Path.Combine(_root, "processed"), + new DateTime(2026, 9, 11), Path.Combine(_root, "raw")); + downloader.TickerCrosswalk = UnitTestCrosswalk(); + downloader.ReadEdgarState(); + + ProcessEdgarDay(downloader, new DateTime(2026, 9, 8), NamedFiling(new DateTime(2026, 9, 8), "OLDCO ASSET MGMT")); + downloader.FinalizeSecurityFiles(); + + Assert.AreEqual(new[] { "7,NEWCO ASSET MGMT" }, + File.ReadAllLines(Path.Combine(_root, "out", SEC13FHolding.ReportFolder, "managers.csv"))); + } + [Test] public void AnIncrementalRunReachesBackToTheDaysAnOutageMissed() { @@ -1289,10 +1332,52 @@ public void AnIncrementalRunReachesBackToTheDaysAnOutageMissed() downloader.FirstDayToCatchUp(new DateTime(2026, 9, 9)), new DateTime(2026, 9, 9)); Assert.AreEqual("20260817", days[0].ToString("yyyyMMdd"), "the day after the last one folded in"); - Assert.AreEqual("20260909", days[^1].ToString("yyyyMMdd")); + Assert.AreEqual("20260821", days[^1].ToString("yyyyMMdd"), "as many as the hour holds, the rest tomorrow"); Assert.IsFalse(days.Contains(new DateTime(2026, 8, 14)), "a day already folded in is not read again"); } + [Test] + public void AGapWiderThanARunIsClosedOverSeveralRuns() + { + // Nineteen weekdays of outage, one of them the 45 day deadline with its several thousand + // filings, do not fit in the run's hour. Attempted whole they fail it, and since nothing + // is published until every day is read, the next run starts over with one day more: the + // gap never closes and the data set never moves again. + var shelf = PublishedShelf(); + var deployment = new DateTime(2026, 9, 9); + var folded = new List<string> { "20260807" }; + + for (var run = 0; run < 5; run++) + { + File.WriteAllLines(Path.Combine(shelf, "edgar-days.txt"), folded.Prepend("#from 20260601")); + + using var downloader = new SEC13FDownloader( + Path.Combine(_root, "out"), Path.Combine(_root, "processed"), deployment); + downloader.ReadEdgarState(); + + var days = downloader.EdgarDaysToRead(downloader.FirstDayToCatchUp(deployment), deployment); + Assert.LessOrEqual(days.Count, 5, "a run reads what it can finish"); + folded.AddRange(days.Select(day => day.ToString("yyyyMMdd"))); + } + + Assert.AreEqual("20260909", folded[^1], "five runs and the gap is closed"); + } + + [Test] + public void ARebuildReadsEveryEdgarDayItsWindowHolds() + { + // The cap is the daily run's, which has an hour. The rebuild states the day it reaches + // in edgar-days.txt, so reading five days of a three month window would publish a history + // that stops short of what it claims. + using var downloader = new SEC13FDownloader( + Path.Combine(_root, "out"), Path.Combine(_root, "processed"), null, Path.Combine(_root, "raw")); + + var days = downloader.EdgarDaysToRead(new DateTime(2026, 6, 1), new DateTime(2026, 9, 9)); + + Assert.AreEqual(73, days.Count, "every weekday of the window"); + Assert.AreEqual("20260909", days[^1].ToString("yyyyMMdd")); + } + [Test] public void TheFilingNamesItsOwnFilerRatherThanTheIndex() { diff --git a/tests/SEC13FTests.cs b/tests/SEC13FTests.cs index 1d27f9a..ce6bd5d 100644 --- a/tests/SEC13FTests.cs +++ b/tests/SEC13FTests.cs @@ -284,6 +284,7 @@ public void AMissingManagersFileIsNotTakenForTheDaysAnswer() var retry = SEC13FManagerNameProvider.RetryInterval; var root = Path.Combine(Path.GetTempPath(), $"sec-13f-names-{Guid.NewGuid():N}"); var folder = Path.Combine(root, "alternative", "sec", "13f"); + var file = Path.Combine(folder, "managers.csv"); Directory.CreateDirectory(folder); try @@ -292,9 +293,18 @@ public void AMissingManagersFileIsNotTakenForTheDaysAnswer() Globals.Reset(); SEC13FManagerNameProvider.Reset(); + // A read that found the file stamps the day, and Reset drops that stamp along with + // the names. Left behind it would stand as the answer for the day this test is + // about, and whether an earlier test in the process stamped it would decide the + // outcome here. + File.WriteAllLines(file, ["1067983,BERKSHIRE HATHAWAY INC"]); + Assert.AreEqual("BERKSHIRE HATHAWAY INC", Read(FullLine).ManagerName, "the day is stamped"); + File.Delete(file); + SEC13FManagerNameProvider.Reset(); + Assert.IsNull(Read(FullLine).ManagerName, "there is no file yet"); - File.WriteAllLines(Path.Combine(folder, "managers.csv"), ["1067983,BERKSHIRE HATHAWAY INC"]); + File.WriteAllLines(file, ["1067983,BERKSHIRE HATHAWAY INC"]); SEC13FManagerNameProvider.RetryInterval = TimeSpan.Zero; Assert.AreEqual("BERKSHIRE HATHAWAY INC", Read(FullLine).ManagerName, "and now there is"); From 55f6d67024bd232d5634fa313f3d97a98457247a Mon Sep 17 00:00:00 2001 From: Josue Nina <josue.nina.ponce@gmail.com> Date: Mon, 21 Sep 2026 13:18:16 -0500 Subject: [PATCH 5/7] Name a manager from its own published rows and bound a run by what it fetches A third review round found both fixes of the commit before this one. The guard against a rolled back manager name held every manager against a single run wide date, so it threw the name away whenever the late day carried that manager's latest filing, which on a late deadline day is most of them. The catch up was bounded by a count of days, but a day costs a hundredfold more than another, so five days can be the three heaviest of the quarter. Processor - Take the date of a published manager name from the published rows rather than from the last day an earlier run folded in. The rows carry the CIK and sit in an entry named by their filing date, so a manager that filed again between the filing this run read and what is published keeps its published name, and every other manager is named by the filing this run read. The scan is reached only by a run folding in a day older than the last one folded in, which is a day whose index EDGAR published late - Bound a daily run by the holdings filings it fetches rather than by a count of days. Each filing is its own round trip, and over the June to August 2026 quarter a day carries 65 at the median, 312 at the ninetieth percentile and 1,835 on the 45 day deadline of 2026-08-14, so a count of days bounds nothing. The budget is that heaviest day, which an ordinary run already carries every quarter - Weigh a day before fetching any of it: its index is one round trip and names every filing it holds, so a day that does not fit what the run has left is left whole for the next run instead of read in half. A run always reads its first day, since a day cannot be split and one heavier than the budget would otherwise never be read at all Tests - A manager that filed again keeps its published name and one that did not takes the name of the late day; the second fails on the commit before this one - A manager is named by its latest filing when two late days are folded in at once, which is the only case where the date read off the published rows decides rather than their mere presence: with a one day window the two tests above pass on a scan that keeps no dates - A gap wider than one run closes over the runs that follow with none of them fetching more than the budget or its first day, whichever is heavier, walked with the filings per day measured over the quarter. The looser bound this asserted first was passed by a run that reached the first day exemption twice - A day that does not fit is left whole and not one of its filings is fetched The published sample is unchanged: a rebuild reaches neither the scan nor the budget. --- DataProcessing/SEC13FDownloader.cs | 137 +++++++++++++++++---- DataProcessing/SEC13FEdgarDay.cs | 31 ++++- tests/SEC13FProcessorTests.cs | 190 ++++++++++++++++++++++++----- 3 files changed, 295 insertions(+), 63 deletions(-) diff --git a/DataProcessing/SEC13FDownloader.cs b/DataProcessing/SEC13FDownloader.cs index 0f97206..ec204c5 100644 --- a/DataProcessing/SEC13FDownloader.cs +++ b/DataProcessing/SEC13FDownloader.cs @@ -101,16 +101,20 @@ public class SEC13FDownloader : IDisposable private const int EdgarLookbackDays = 10; /// <summary> - /// How many EDGAR days one daily run reads. The run has an hour, and a deadline day carries - /// several thousand filings, so a long outage cannot be caught up in a single run: read the - /// oldest days the gap holds, publish them, and close the rest of it over the runs that - /// follow. Unbounded, a gap that does not fit in the hour fails every run and grows by a day - /// each time, and nothing is published again without someone stepping in. + /// How many holdings filings one daily run fetches before leaving the rest of a gap to the + /// runs that follow. Each filing is its own round trip, so this and not a count of days is + /// what a run's hour buys: over the June to August 2026 quarter a day carries 65 filings at + /// the median and 312 at the ninetieth percentile, and the 45 day deadline of 2026-08-14 + /// carries 1,835, the heaviest of the quarter. The budget is that heaviest day, so catching + /// up never asks a run for more work than an ordinary run already does every quarter. /// </summary> - private const int MaxEdgarDaysPerRun = 5; + internal const int MaxFilingsPerRun = 2000; private const string PeriodFormat = "yyyyMMdd"; + /// <summary>Where the manager's CIK sits in a published row, which is read back by column.</summary> + private const int ManagerCikColumn = 2; + // N-PORT quarters folded into the crosswalk: a year reaches every security still trading. private const int NPortQuartersToFold = 4; @@ -386,22 +390,35 @@ public void Run() /// <summary> /// Reads each day's filings from EDGAR and folds them in like an archive. A weekday without an /// index is a holiday or a late index; it is not recorded, so a later run can still read it. + /// + /// A daily run stops once it has fetched a heaviest day's worth of filings, and the days left + /// are read by the runs that follow. Without that, a gap wider than the run's hour fails every + /// run, and since nothing is published until the last day of it is read, the gap grows by a + /// day each time and the data set never moves again. /// </summary> private void ProcessEdgarDays(List<DateTime> days) { var read = 0; + var fetched = 0; foreach (var day in days) { - var path = SEC13FEdgarDay.Build(day, _archiveCacheDirectory, _edgar.ListDirectory, url => _edgar.GetText(url)); - if (path == null) + var built = SEC13FEdgarDay.Build(day, _archiveCacheDirectory, _edgar.ListDirectory, + url => _edgar.GetText(url), FilingBudget(read, fetched)); + if (built.OverBudget) + { + break; + } + + if (built.Path == null) { Log.Trace($"SEC13FDownloader.ProcessEdgarDays(): EDGAR lists no index for {day:yyyy-MM-dd}"); continue; } - ProcessArchive(new Archive(Path.GetFileName(path), SECEdgarIndex.IndexUrl(day), day, day, IsDaily: true)); + ProcessArchive(new Archive(Path.GetFileName(built.Path), SECEdgarIndex.IndexUrl(day), day, day, IsDaily: true)); FlushPendingRows(); _edgarDays.Add(day); + fetched += built.Filings; read++; } @@ -441,10 +458,21 @@ internal DateTime FirstDayToCatchUp(DateTime deploymentDate) return afterTheLast < lookback ? afterTheLast : lookback; } + /// <summary> + /// How many filings a run may still fetch, having read <paramref name="read"/> days and + /// fetched <paramref name="fetched"/> filings. The rebuild reads its whole window by design, + /// and a daily run gives its first day the budget whole: a day is the unit of work and cannot + /// be read in half, and its heaviest is what an ordinary run already does every quarter. + /// </summary> + internal int FilingBudget(int read, int fetched) + { + return _deploymentDate == null || read == 0 ? int.MaxValue : MaxFilingsPerRun - fetched; + } + /// <summary> /// The weekdays from one date to another that no earlier run has folded in, never before the - /// day EDGAR took over from the data sets. A daily run takes the oldest MaxEdgarDaysPerRun of - /// them, so a gap is closed over several runs rather than attempted whole in each. + /// day EDGAR took over from the data sets. These are the days a run may read; how many of them + /// it does read is decided as it goes, by what each one costs. /// </summary> internal List<DateTime> EdgarDaysToRead(DateTime from, DateTime until) { @@ -458,15 +486,6 @@ internal List<DateTime> EdgarDaysToRead(DateTime from, DateTime until) } } - // Only the daily run is on the clock. The rebuild reads the whole history by design, and - // capping it would leave the first release short of the day it says it reaches. - if (_deploymentDate != null && days.Count > MaxEdgarDaysPerRun) - { - Log.Trace($"SEC13FDownloader.EdgarDaysToRead(): {days.Count} days to fold in, reading the oldest " + - $"{MaxEdgarDaysPerRun} through {days[MaxEdgarDaysPerRun - 1]:yyyy-MM-dd}; the rest follow tomorrow"); - days.RemoveRange(MaxEdgarDaysPerRun, days.Count - MaxEdgarDaysPerRun); - } - return days; } @@ -2131,14 +2150,20 @@ private void WriteManagerNames() } } + var newerThanThisRun = ManagersPublishedAfter(_managerNames.Values + .Where(manager => manager.Filed <= _foldedThrough) + .Select(manager => manager.Filed) + .DefaultIfEmpty(DateTime.MaxValue) + .Min()); + foreach (var (cik, manager) in _managerNames) { - // The published file carries no filing date, and the names in it are those of the - // days folded in before this run. A day whose index came late is read after newer - // days were already published, so its filing is not the manager's latest and taking - // its name would roll the published one back until the manager files again. A CIK - // the file does not carry yet is new whatever day it filed on. - if (manager.Filed > _foldedThrough || !names.ContainsKey(cik)) + // The name a manager files under is the one it carries today, so only its latest + // filing may name it. The published file carries no date to say when the name in it + // was filed, and a day whose index came late is read after newer days are already + // published, so the date is taken from the published rows themselves: a manager that + // filed again between this filing and what is published keeps the published name. + if (!newerThanThisRun.TryGetValue(cik, out var newer) || newer < manager.Filed) { names[cik] = manager.Name; } @@ -2153,6 +2178,66 @@ private void WriteManagerNames() $"{_managerNames.Count} of them seen this run"); } + /// <summary> + /// The newest filing date each manager already has published in the days after + /// <paramref name="after"/>, read from the published rows themselves. managers.csv carries no + /// date, so this is where the date of a published name comes from: a manager that filed again + /// between the filing this run read and what is published is not renamed by the older one. + /// + /// Only a run folding in a day older than the last one already folded in asks for this, which + /// means a day whose index EDGAR published late, so an ordinary daily run never reaches here. + /// It costs one pass over the published zips, whose central directories answer for every date + /// they do not hold, so only the entries of those few days are read. + /// + /// A manager whose every line failed to resolve has no published row and is not found here, + /// and is then named by its older filing: a stale name rather than a wrong number. + /// </summary> + private Dictionary<int, DateTime> ManagersPublishedAfter(DateTime after) + { + var managers = new Dictionary<int, DateTime>(); + if (after >= _foldedThrough || !Directory.Exists(_processedDataDirectory)) + { + return managers; + } + + var entries = new Dictionary<string, DateTime>(StringComparer.Ordinal); + for (var day = after.AddDays(1); day <= _foldedThrough; day = day.AddDays(1)) + { + entries[$"{day.ToStringInvariant(PeriodFormat)}.csv"] = day; + } + + var read = 0; + foreach (var file in Directory.EnumerateFiles(_processedDataDirectory, "*.zip")) + { + using var zip = ZipFile.OpenRead(file); + foreach (var entry in zip.Entries) + { + if (!entries.TryGetValue(entry.Name, out var filed)) + { + continue; + } + + using var reader = new StreamReader(entry.Open()); + while (reader.ReadLine() is { } line) + { + var fields = line.Split(','); + if (fields.Length > ManagerCikColumn && + int.TryParse(fields[ManagerCikColumn], NumberStyles.Integer, CultureInfo.InvariantCulture, out var cik) && + (!managers.TryGetValue(cik, out var known) || known < filed)) + { + managers[cik] = filed; + } + } + + read++; + } + } + + Log.Trace($"SEC13FDownloader.ManagersPublishedAfter(): {managers.Count} managers already published a " + + $"filing in the {entries.Count} days after {after:yyyy-MM-dd}, read from {read} entries"); + return managers; + } + /// <summary>One published row: a single reported position, on the date it was filed.</summary> internal sealed class HoldingsRow { diff --git a/DataProcessing/SEC13FEdgarDay.cs b/DataProcessing/SEC13FEdgarDay.cs index 9af2601..5faac09 100644 --- a/DataProcessing/SEC13FEdgarDay.cs +++ b/DataProcessing/SEC13FEdgarDay.cs @@ -75,28 +75,47 @@ internal sealed class Filing /// <summary>The name a day's archive is cached and logged under.</summary> public static string ArchiveName(DateTime day) => $"edgar-{day.ToString(DateFormat.EightCharacter, CultureInfo.InvariantCulture)}_form13f.zip"; + /// <summary>What building one day came to: its archive, or why there is none.</summary> + /// <param name="Path">The day's archive, or null when the day was not read.</param> + /// <param name="Filings">The holdings filings fetched, which is what reading the day cost.</param> + /// <param name="OverBudget">The day was left unread because it did not fit in what the run had left.</param> + public readonly record struct Built(string Path, int Filings, bool OverBudget); + /// <summary> - /// Writes the day's archive into <paramref name="directory"/> and returns its path, or null + /// Writes the day's archive into <paramref name="directory"/> and returns its path, or no path /// when EDGAR has not published an index for the day, which is every weekend and holiday and a /// day whose index is late. <paramref name="listDirectory"/> returns the names in one of EDGAR's /// directory listings and <paramref name="getText"/> a file; both throw on any failure. + /// + /// <paramref name="filingBudget"/> is how many filings the caller has room left to fetch. The + /// index costs one round trip and each filing another, so the whole cost of a day is known + /// before the expensive part starts: a day that does not fit is left whole for the next run + /// rather than read in half. /// </summary> - public static string Build(DateTime day, string directory, Func<string, ISet<string>> listDirectory, - Func<string, string> getText) + public static Built Build(DateTime day, string directory, Func<string, ISet<string>> listDirectory, + Func<string, string> getText, int filingBudget = int.MaxValue) { var path = System.IO.Path.Combine(directory, ArchiveName(day)); if (File.Exists(path)) { - return path; + // Fetched already, by an earlier run or a test: it costs no round trip and no budget. + return new Built(path, 0, OverBudget: false); } if (!SECEdgarIndex.IsIndexPublished(day, listDirectory)) { - return null; + return new Built(null, 0, OverBudget: false); } // The index lists a filing once for every CIK it names. var entries = SECEdgarIndex.DistinctFilings(ParseIndex(getText(SECEdgarIndex.IndexUrl(day)))); + if (entries.Count > filingBudget) + { + Log.Trace($"SEC13FEdgarDay.Build(): {day:yyyy-MM-dd} carries {entries.Count} holdings filings and " + + $"{filingBudget} are left in this run, so it is left whole for the next one"); + return new Built(null, entries.Count, OverBudget: true); + } + var filings = new List<Filing>(entries.Count); foreach (var entry in entries) { @@ -108,7 +127,7 @@ public static string Build(DateTime day, string directory, Func<string, ISet<str Log.Trace($"SEC13FEdgarDay.Build(): {day:yyyy-MM-dd}: {filings.Count} holdings filings, " + $"{filings.Sum(filing => filing.Lines.Count)} information table lines"); - return path; + return new Built(path, filings.Count, OverBudget: false); } /// <summary> diff --git a/tests/SEC13FProcessorTests.cs b/tests/SEC13FProcessorTests.cs index 03da7a7..17a9f9d 100644 --- a/tests/SEC13FProcessorTests.cs +++ b/tests/SEC13FProcessorTests.cs @@ -1260,11 +1260,11 @@ public void AManagerKeepsTheNameOfItsLatestFilingWhateverOrderTheDaysAreRead() } /// <summary>One filing of CIK 7 on a day, holding a line that resolves, under the name given.</summary> - private static SEC13FEdgarDay.Filing NamedFiling(DateTime day, string name) + private static SEC13FEdgarDay.Filing NamedFiling(DateTime day, string name, int cik = 7) { var filing = new SEC13FEdgarDay.Filing { - Accession = $"0000000007-26-{day:MMdd}01", SubmissionType = "13F-HR", Cik = 7, Filed = day, + Accession = $"{cik:0000000000}-26-{day:MMdd}01", SubmissionType = "13F-HR", Cik = cik, Filed = day, Period = new DateTime(2026, 6, 30), ManagerName = name }; @@ -1293,28 +1293,86 @@ public void ADayThatStagedNoRowStillPublishesTheManagersItRead() } [Test] - public void AManagerKeepsItsPublishedNameWhenALateDayIsFoldedInAfterANewerOne() + public void AManagerThatFiledAgainKeepsItsPublishedName() { - // The run before this one folded in 09-09 and published the name that day's filing - // states. This run reaches back to 09-08, whose index EDGAR published late: its filing - // is older than what is published, and managers.csv carries no date to say so. + // The run before this one folded in 09-09 and published the name the manager filed that + // day. This run reaches back to 09-08, whose index EDGAR published late, where the same + // manager filed under its older name. managers.csv carries no date to say the published + // name is the newer one, so the manager's own published rows are what say it. + var shelf = LateDayShelf(publishedName: "NEWCO ASSET MGMT", filedOn0909: 7); + + Assert.AreEqual(new[] { "7,NEWCO ASSET MGMT" }, FoldInTheLateDay(shelf, "OLDCO ASSET MGMT")); + } + + [Test] + public void AManagerThatDidNotFileAgainTakesTheNameOfTheLateDay() + { + // A manager files once a quarter, so the late day usually carries its only filing of the + // window, and then that filing is the one that names it. Deciding from the last day the + // run folded in rather than from this manager's own rows threw the name away for every + // manager that had not filed since, which on a late deadline day is nearly all of them. + var shelf = LateDayShelf(publishedName: "OLDCO ASSET MGMT", filedOn0909: 99); + + Assert.AreEqual(new[] { "7,NEWCO ASSET MGMT" }, FoldInTheLateDay(shelf, "NEWCO ASSET MGMT")); + } + + [Test] + public void AManagerIsNamedByItsLatestFilingWhenTwoLateDaysAreFoldedInAtOnce() + { + // Two indexes came late, so this run folds in 09-03 and 09-08 at once. CIK 7's published + // rows are of 09-04, inside the window the scan covers but older than the 09-08 filing + // this run read, so 09-08 is what names the manager. Knowing only which managers have + // published rows in the window, without the date of each, would keep the older name here + // and lose the rename, which is the whole reason the date is read off the rows. SeedMapFiles("aapl"); var shelf = PublishedShelf(); - File.WriteAllLines(Path.Combine(shelf, "edgar-days.txt"), ["#from 20260601", "20260909"]); - File.WriteAllLines(Path.Combine(shelf, "managers.csv"), ["7,NEWCO ASSET MGMT"]); + File.WriteAllLines(Path.Combine(shelf, "edgar-days.txt"), ["#from 20260601", "20260904", "20260909"]); + File.WriteAllLines(Path.Combine(shelf, "managers.csv"), ["7,OLDCO ASSET MGMT"]); + SeedPublishedZip(shelf, "aapl", 7, "20260904"); using var downloader = new SEC13FDownloader(Path.Combine(_root, "out"), Path.Combine(_root, "processed"), new DateTime(2026, 9, 11), Path.Combine(_root, "raw")); downloader.TickerCrosswalk = UnitTestCrosswalk(); downloader.ReadEdgarState(); - ProcessEdgarDay(downloader, new DateTime(2026, 9, 8), NamedFiling(new DateTime(2026, 9, 8), "OLDCO ASSET MGMT")); + ProcessEdgarDay(downloader, new DateTime(2026, 9, 3), + NamedFiling(new DateTime(2026, 9, 3), "OTHER MANAGER LP", cik: 99)); + ProcessEdgarDay(downloader, new DateTime(2026, 9, 8), + NamedFiling(new DateTime(2026, 9, 8), "NEWCO ASSET MGMT")); downloader.FinalizeSecurityFiles(); - Assert.AreEqual(new[] { "7,NEWCO ASSET MGMT" }, + Assert.AreEqual(new[] { "7,NEWCO ASSET MGMT", "99,OTHER MANAGER LP" }, File.ReadAllLines(Path.Combine(_root, "out", SEC13FHolding.ReportFolder, "managers.csv"))); } + /// <summary> + /// A published history reaching 09-09, naming CIK 7, whose rows of 09-09 were filed by + /// <paramref name="filedOn0909"/>. The day 09-08 is missing: EDGAR published its index late. + /// </summary> + private string LateDayShelf(string publishedName, int filedOn0909) + { + SeedMapFiles("aapl"); + var shelf = PublishedShelf(); + File.WriteAllLines(Path.Combine(shelf, "edgar-days.txt"), ["#from 20260601", "20260909"]); + File.WriteAllLines(Path.Combine(shelf, "managers.csv"), [$"7,{publishedName}"]); + SeedPublishedZip(shelf, "aapl", filedOn0909, "20260909"); + return shelf; + } + + /// <summary>Folds 09-08 into that history, with CIK 7 filing under the name given.</summary> + private string[] FoldInTheLateDay(string shelf, string name) + { + using var downloader = new SEC13FDownloader(Path.Combine(_root, "out"), Path.Combine(_root, "processed"), + new DateTime(2026, 9, 11), Path.Combine(_root, "raw")); + downloader.TickerCrosswalk = UnitTestCrosswalk(); + downloader.ReadEdgarState(); + + ProcessEdgarDay(downloader, new DateTime(2026, 9, 8), NamedFiling(new DateTime(2026, 9, 8), name)); + downloader.FinalizeSecurityFiles(); + + return File.ReadAllLines(Path.Combine(_root, "out", SEC13FHolding.ReportFolder, "managers.csv")); + } + [Test] public void AnIncrementalRunReachesBackToTheDaysAnOutageMissed() { @@ -1332,50 +1390,114 @@ public void AnIncrementalRunReachesBackToTheDaysAnOutageMissed() downloader.FirstDayToCatchUp(new DateTime(2026, 9, 9)), new DateTime(2026, 9, 9)); Assert.AreEqual("20260817", days[0].ToString("yyyyMMdd"), "the day after the last one folded in"); - Assert.AreEqual("20260821", days[^1].ToString("yyyyMMdd"), "as many as the hour holds, the rest tomorrow"); + Assert.AreEqual("20260909", days[^1].ToString("yyyyMMdd")); Assert.IsFalse(days.Contains(new DateTime(2026, 8, 14)), "a day already folded in is not read again"); } + /// <summary> + /// Holdings filings per day, counted over the June to August 2026 data set: the five weekdays + /// leading to the 45 day deadline, the deadline itself, and a quiet day for the rest. + /// </summary> + private static int FilingsOn(DateTime day) => day.ToString("yyyyMMdd") switch + { + "20260810" => 355, + "20260811" => 449, + "20260812" => 461, + "20260813" => 742, + "20260814" => 1835, + _ => 65 + }; + [Test] - public void AGapWiderThanARunIsClosedOverSeveralRuns() + public void AGapWiderThanARunIsClosedWithoutOutweighingAnOrdinaryRun() { - // Nineteen weekdays of outage, one of them the 45 day deadline with its several thousand - // filings, do not fit in the run's hour. Attempted whole they fail it, and since nothing - // is published until every day is read, the next run starts over with one day more: the - // gap never closes and the data set never moves again. + // Nineteen weekdays of outage, the 45 day deadline among them, do not fit in the run's + // hour. Read whole they fail it, and since nothing is published until the last of them + // is read, the next run starts over one day further behind: the gap never closes and the + // data set never moves again. Read by weight, every run finishes and the gap shrinks. var shelf = PublishedShelf(); var deployment = new DateTime(2026, 9, 9); var folded = new List<string> { "20260807" }; + var runs = 0; - for (var run = 0; run < 5; run++) + while (folded[^1] != "20260909") { + Assert.Less(++runs, 20, "the gap has to close"); File.WriteAllLines(Path.Combine(shelf, "edgar-days.txt"), folded.Prepend("#from 20260601")); using var downloader = new SEC13FDownloader( Path.Combine(_root, "out"), Path.Combine(_root, "processed"), deployment); downloader.ReadEdgarState(); - var days = downloader.EdgarDaysToRead(downloader.FirstDayToCatchUp(deployment), deployment); - Assert.LessOrEqual(days.Count, 5, "a run reads what it can finish"); - folded.AddRange(days.Select(day => day.ToString("yyyyMMdd"))); - } + // What ProcessEdgarDays does with what EdgarDaysToRead offers it. + var read = 0; + var fetched = 0; + var first = 0; + foreach (var day in downloader.EdgarDaysToRead(downloader.FirstDayToCatchUp(deployment), deployment)) + { + if (FilingsOn(day) > downloader.FilingBudget(read, fetched)) + { + break; + } + + first = read == 0 ? FilingsOn(day) : first; + fetched += FilingsOn(day); + read++; + folded.Add(day.ToString("yyyyMMdd")); + } - Assert.AreEqual("20260909", folded[^1], "five runs and the gap is closed"); + // The budget, or the first day alone where that day is heavier than the budget: + // one exempt day and the rest inside what is left of it. A run that reached the + // exemption twice would fetch more than this and still close the gap. + Assert.Greater(read, 0, "a run that reads nothing never closes the gap"); + Assert.LessOrEqual(fetched, Math.Max(SEC13FDownloader.MaxFilingsPerRun, first), + "no run outweighs the heaviest day an ordinary run already carries"); + } } [Test] - public void ARebuildReadsEveryEdgarDayItsWindowHolds() + public void TheFirstDayOfARunIsReadWhateverItWeighs() { - // The cap is the daily run's, which has an hour. The rebuild states the day it reaches - // in edgar-days.txt, so reading five days of a three month window would publish a history - // that stops short of what it claims. - using var downloader = new SEC13FDownloader( + // A day is the unit of work: it cannot be read in half, and the heaviest of them is what + // an ordinary run does every quarter anyway. Budgeted like any other, the deadline day + // would never be read and the gap behind it would never close. + using var daily = new SEC13FDownloader( + Path.Combine(_root, "out"), Path.Combine(_root, "processed"), new DateTime(2026, 9, 9)); + + Assert.AreEqual(int.MaxValue, daily.FilingBudget(read: 0, fetched: 0)); + Assert.AreEqual(SEC13FDownloader.MaxFilingsPerRun - 1835, daily.FilingBudget(read: 1, fetched: 1835)); + Assert.Less(daily.FilingBudget(read: 2, fetched: SEC13FDownloader.MaxFilingsPerRun), 1, "nothing is left"); + + using var rebuild = new SEC13FDownloader( Path.Combine(_root, "out"), Path.Combine(_root, "processed"), null, Path.Combine(_root, "raw")); - var days = downloader.EdgarDaysToRead(new DateTime(2026, 6, 1), new DateTime(2026, 9, 9)); + Assert.AreEqual(int.MaxValue, rebuild.FilingBudget(read: 40, fetched: 500000), + "the rebuild states the day it reaches, so it reads its whole window"); + } - Assert.AreEqual(73, days.Count, "every weekday of the window"); - Assert.AreEqual("20260909", days[^1].ToString("yyyyMMdd")); + [Test] + public void ADayThatDoesNotFitIsLeftWholeAndNothingOfItIsFetched() + { + // The index costs one round trip and every filing another, so the weight of a day is + // known before the expensive part. Half a day read is worse than none: the archive is + // written once and a later run would take it for the whole day. + var index = string.Join('\n', Enumerable.Range(1, 40).Select(filing => + $"13F-HR SOME MANAGER LP {filing} 20260814 edgar/data/{filing}/0000000000-26-{filing:000000}.txt")); + + var fetches = new List<string>(); + var built = SEC13FEdgarDay.Build(new DateTime(2026, 8, 14), _root, + _ => new HashSet<string> { "2026", "QTR3", "form.20260814.idx" }, + url => + { + fetches.Add(url); + return url.EndsWith(".idx", StringComparison.Ordinal) ? index : throw new InvalidOperationException(url); + }, + filingBudget: 39); + + Assert.IsTrue(built.OverBudget); + Assert.IsNull(built.Path, "nothing was written, so the next run reads the day whole"); + Assert.AreEqual(40, built.Filings, "and the caller is told what it would have cost"); + Assert.AreEqual(1, fetches.Count, "the index and not one filing"); } [Test] @@ -1710,12 +1832,18 @@ private void ProcessEdgarDay(SEC13FDownloader downloader, DateTime day, SEC13FEd /// <summary>A published security zip holding one entry per date given.</summary> private static void SeedPublishedZip(string shelf, string ticker, params string[] dates) + { + SeedPublishedZip(shelf, ticker, 1, dates); + } + + /// <summary>A published security zip whose every row was filed by one manager.</summary> + private static void SeedPublishedZip(string shelf, string ticker, int cik, params string[] dates) { using var zip = ZipFile.Open(Path.Combine(shelf, $"{ticker}.zip"), ZipArchiveMode.Create); foreach (var date in dates) { using var writer = new StreamWriter(zip.CreateEntry($"{date}.csv").Open()); - writer.Write($"{date},0000000000-24-000001,1,20231231,13F-HR,,,COM,1,SH,1,0,,SOLE,,1,0,0,0,\n"); + writer.Write($"{date},0000000000-24-000001,{cik},20231231,13F-HR,,,COM,1,SH,1,0,,SOLE,,1,0,0,0,\n"); } } From 30c86e421c480e152081af161f9493a49b347381 Mon Sep 17 00:00:00 2001 From: Josue Nina <josue.nina.ponce@gmail.com> Date: Mon, 21 Sep 2026 15:55:09 -0500 Subject: [PATCH 6/7] Add to a published date instead of replacing it, and stop one bad filing ending the run An EDGAR daily index can name a filing whose own date is an earlier day: one 13F-HR across the 2026 Q2 and Q3 indexes, filed 2026-04-27 and listed on 04-28. Reading that day, the run had rows for 04-27, deleted the published entry for it and wrote back the one manager it had just read, so every other manager's positions of 04-27 were lost from every ticker that bank reports, and the run returned success. A full rebuild never hit it, since it writes each zip once with its rows already grouped by date. Processor - Add this run's rows to a published date rather than replacing the date. What is published for a date can come from filings this read does not carry: the daily index and the quarterly data sets do not name the same filings for a day. Only the lines of the filings being written are dropped, so a filing read twice is published once and a day re-read after a publish that failed half way is still idempotent - Stamp the rows of a daily archive with the day its index named them, not with the date the filing states. A back-dated filing was not public until the index carried it, so taking its own date would let a backtest read it a day early. The cost is that a rebuild reads that accession from the data sets, which state the earlier date, and republishes the row a day before the daily path put it - Skip a filing this reader cannot read and carry on with the day. Thrown, it failed the day, the day was never recorded and every run after it met the same filing: the data set stopped until someone shipped code. A day whose filings are unreadable beyond one and five percent is a layout change and still throws, and a network failure is not caught, so the day is still retried - Format a whole VALUE rather than casting it to a long, which threw on the nonsense filers type into that column and stopped the run over one line - Collapse the whitespace a sanitised name is left with, so a manager who writes "Pershing Square Capital Management, L.P." is not published with two spaces Data class and demonstration algorithms - Treat a name the managers stopped reporting as a report of no shares. A position sold out of has no line in the new quarter, so its newest period stays behind the newest the manager reported anywhere; read as the name's own latest quarter, it went on being compared with the quarter before it and the algorithm held the name forever - Guard the share change against a quarter that reported none, which divided by zero and ended the algorithm in C# - Correct the comment on Reader: LEAN takes an exception out of it as a reader error and drops the line, so throwing would turn a silent skip into a logged one and nothing more Tests - An incremental run keeps the published rows of a date it writes into, and a filing read twice is published once; both fail on the commit before this one - A daily archive stamps its rows with the day it was read - A filing that cannot be read is skipped, and a day of them still throws - A VALUE past long.MaxValue is published rather than thrown on The sample under output/alternative/sec/13f is regenerated: 47 of its 74,309 rows carried a title with two spaces, and managers.csv is cut to the CIKs its zips reference. --- DataProcessing/SEC13FDownloader.cs | 59 ++++++++++-- DataProcessing/SEC13FEdgarDay.cs | 34 ++++++- SEC13FAlgorithm.cs | 40 ++++++-- SEC13FAlgorithm.py | 17 +++- SEC13FHolding.cs | 9 +- tests/SEC13FProcessorTests.cs | 142 ++++++++++++++++++++++++++++- 6 files changed, 277 insertions(+), 24 deletions(-) diff --git a/DataProcessing/SEC13FDownloader.cs b/DataProcessing/SEC13FDownloader.cs index ec204c5..717fbee 100644 --- a/DataProcessing/SEC13FDownloader.cs +++ b/DataProcessing/SEC13FDownloader.cs @@ -115,6 +115,9 @@ public class SEC13FDownloader : IDisposable /// <summary>Where the manager's CIK sits in a published row, which is read back by column.</summary> private const int ManagerCikColumn = 2; + /// <summary>Where the accession sits in a published row, which names the filing its line came from.</summary> + private const int AccessionColumn = 1; + // N-PORT quarters folded into the crosswalk: a year reaches every security still trading. private const int NPortQuartersToFold = 4; @@ -799,7 +802,15 @@ private Dictionary<string, Submission> ReadSubmissions(ZipArchive zip, Archive a { Accession = accession, Cik = int.Parse(fields[columns["CIK"]], NumberStyles.Integer, CultureInfo.InvariantCulture), - FilingDate = ParseSecDate(fields[columns["FILING_DATE"]], archive, "FILING_DATE"), + // A daily index can name a filing whose own date is an earlier day: one 13F-HR + // across the 2026 Q2 and Q3 indexes, filed 2026-04-27 and listed on 04-28. The + // row carries the day it was listed, which is the first day the job could have + // it, so nothing reads in a backtest before it was public. The cost is that a + // rebuild reads that accession from the data sets, which state 04-27, and + // republishes the row a day earlier. + FilingDate = archive.IsDaily + ? archive.End + : ParseSecDate(fields[columns["FILING_DATE"]], archive, "FILING_DATE"), Period = ParseSecDate(fields[columns["PERIODOFREPORT"]], archive, "PERIODOFREPORT"), FormType = submissionType.Trim() }; @@ -913,9 +924,13 @@ private void ReadCoverPages(ZipArchive zip, Archive archive, Dictionary<string, /// </summary> private static string Sanitize(string value) { - return value.Trim().Replace(',', ' ').Replace('"', ' ').Trim(); + // The runs of whitespace the replacements leave are collapsed, or a name written + // "Pershing Square Capital Management, L.P." would be published with two spaces. + return Whitespace.Replace(value.Replace(',', ' ').Replace('"', ' '), " ").Trim(); } + private static readonly Regex Whitespace = new(@"\s+", RegexOptions.Compiled); + private static readonly Regex OtherManagerSeparator = new(@"[,;\s]+", RegexOptions.Compiled); /// <summary> @@ -2106,15 +2121,36 @@ private long WriteSecurityZip(string ticker, List<IGrouping<DateTime, HoldingsRo { var name = $"{day.Key.ToStringInvariant(PeriodFormat)}.csv"; - // A date read again is rewritten rather than appended to: the archive carries - // every filing of that day, so the fresh read is the whole of it. - if (updating) + // A date already published is added to, never replaced. What is published for it + // can come from filings this read does not carry: the daily index and the + // quarterly data sets do not name the same filings for a day, and an index can + // name a filing dated an earlier day. Taking the read for the whole of the date + // dropped every other manager's positions of it, and reported success. Only the + // lines of the filings being written are dropped, so a filing read twice is + // published once. + var kept = Array.Empty<string>(); + var existing = updating ? zip.GetEntry(name) : null; + if (existing != null) { - zip.GetEntry(name)?.Delete(); + var rewritten = day.Select(row => row.Line.Submission.Accession).ToHashSet(StringComparer.Ordinal); + using (var reader = new StreamReader(existing.Open())) + { + kept = reader.ReadToEnd() + .Split('\n', StringSplitOptions.RemoveEmptyEntries) + .Where(line => !rewritten.Contains(AccessionOf(line))) + .ToArray(); + } + + existing.Delete(); } // The same bytes whichever system the job runs on. using var writer = new StreamWriter(zip.CreateEntry(name, CompressionLevel.Optimal).Open()) { NewLine = "\n" }; + foreach (var line in kept) + { + writer.WriteLine(line); + } + foreach (var row in day) { writer.WriteLine(FormatRow(row)); @@ -2238,6 +2274,13 @@ private Dictionary<int, DateTime> ManagersPublishedAfter(DateTime after) return managers; } + /// <summary>The accession of a published row, or empty for a line too short to carry one.</summary> + private static string AccessionOf(string line) + { + var fields = line.Split(','); + return fields.Length > AccessionColumn ? fields[AccessionColumn] : string.Empty; + } + /// <summary>One published row: a single reported position, on the date it was filed.</summary> internal sealed class HoldingsRow { @@ -2490,7 +2533,9 @@ private static string FormatValue(decimal? value) return value switch { null => string.Empty, - { } whole when whole == Math.Truncate(whole) => ((long)whole).ToStringInvariant(), + // Formatted rather than cast: filers type nonsense into VALUE, and a decimal above + // long.MaxValue threw out of the cast and stopped the run over one bad line. + { } whole when whole == Math.Truncate(whole) => whole.ToString("0", CultureInfo.InvariantCulture), _ => value.Value.ToStringInvariant() }; } diff --git a/DataProcessing/SEC13FEdgarDay.cs b/DataProcessing/SEC13FEdgarDay.cs index 5faac09..0610739 100644 --- a/DataProcessing/SEC13FEdgarDay.cs +++ b/DataProcessing/SEC13FEdgarDay.cs @@ -72,6 +72,14 @@ internal sealed class Filing private const string XmlDateFormat = "MM-dd-yyyy"; + /// <summary> + /// The share of a day's filings that may be unreadable before the day fails. A filing the SEC + /// accepted and this reader cannot is skipped, since failing the day over it would stop the + /// data set for good; a whole day of them is a layout change and must still throw. One filing + /// is always allowed, so a quiet day of three does not fail over its one bad one. + /// </summary> + private const double MaxUnreadableShare = 0.05; + /// <summary>The name a day's archive is cached and logged under.</summary> public static string ArchiveName(DateTime day) => $"edgar-{day.ToString(DateFormat.EightCharacter, CultureInfo.InvariantCulture)}_form13f.zip"; @@ -117,9 +125,33 @@ public static Built Build(DateTime day, string directory, Func<string, ISet<stri } var filings = new List<Filing>(entries.Count); + var unreadable = 0; foreach (var entry in entries) { - filings.Add(ParseFiling(entry, getText(SECEdgarIndex.ArchivesBaseUrl + entry.Path))); + try + { + filings.Add(ParseFiling(entry, getText(SECEdgarIndex.ArchivesBaseUrl + entry.Path))); + } + catch (Exception error) when (error is InvalidDataException or FormatException) + { + // One filing the SEC accepted and this reader cannot is not worth the data set + // for: thrown, it fails the day, the day is never recorded, and every run after + // it meets the same filing and fails again until someone ships code. An + // HttpRequestException is not caught, so a network failure still fails the day + // and the day is read again. + Log.Error($"SEC13FEdgarDay.Build(): {day:yyyy-MM-dd} {entry.Accession} cannot be read, " + + $"skipping it: {error.Message}"); + unreadable++; + } + } + + // A layout change reads as filing after filing being unreadable, and that has to fail + // loudly rather than publish a day emptied of most of what it held. + if (unreadable > Math.Max(1, entries.Count * MaxUnreadableShare)) + { + throw new InvalidDataException( + $"SEC13FEdgarDay.Build(): {day:yyyy-MM-dd}: {unreadable} of {entries.Count} filings could not be " + + "read, which is more than a bad filing or two. The layout of the primary document has likely changed."); } Directory.CreateDirectory(directory); diff --git a/SEC13FAlgorithm.cs b/SEC13FAlgorithm.cs index 2b785a3..ea6be54 100644 --- a/SEC13FAlgorithm.cs +++ b/SEC13FAlgorithm.cs @@ -48,6 +48,9 @@ public class SEC13FAlgorithm : QCAlgorithm /// <summary>The shares the manager reported for each equity, by the quarter they describe.</summary> private readonly Dictionary<Symbol, SortedDictionary<DateTime, decimal>> _sharesByEquity = []; + /// <summary>The newest quarter the managers have reported, for any name.</summary> + private DateTime _latestPeriod; + private bool _rebalance; /// <summary> @@ -89,6 +92,7 @@ public override void OnData(Slice slice) { var shares = _sharesByEquity[equity]; shares[holding.PeriodEnd] = shares.GetValueOrDefault(holding.PeriodEnd) + (holding.Amount ?? 0); + _latestPeriod = holding.PeriodEnd > _latestPeriod ? holding.PeriodEnd : _latestPeriod; _rebalance = true; Log($"{Time:yyyy-MM-dd} {equity.Value} - {holding.ManagerName} reports {holding.Amount:N0} shares, " + @@ -109,19 +113,21 @@ public override void OnData(Slice slice) foreach (var (equity, shares) in _sharesByEquity.Where(kvp => kvp.Value.Count > 1)) { var (previous, latest) = (shares.Values.ElementAt(shares.Count - 2), shares.Values.Last()); - Log($"{Time:yyyy-MM-dd} {equity.Value}: {previous:N0} -> {latest:N0} shares ({latest / previous - 1:+0.0%;-0.0%}) " + + + // A quarter the manager opened the position in reports no shares before it. + var change = previous > 0 ? $" ({latest / previous - 1:+0.0%;-0.0%})" : string.Empty; + Log($"{Time:yyyy-MM-dd} {equity.Value}: {previous:N0} -> {latest:N0} shares{change} " + $"between {shares.Keys.ElementAt(shares.Count - 2):yyyy-MM-dd} and {shares.Keys.Last():yyyy-MM-dd}"); } // With one quarter known, hold what the manager holds. With two, hold what it added to. var selected = _sharesByEquity - .Where(kvp => kvp.Value.Count > 0) - .Where(kvp => - { - var quarters = kvp.Value.Values.ToList(); - return quarters.Count == 1 ? quarters[0] > 0 : quarters[^1] > quarters[^2]; - }) - .Select(kvp => kvp.Key) + .Select(kvp => (Equity: kvp.Key, Quarters: QuartersOf(kvp.Value))) + .Where(entry => entry.Quarters.Count > 0) + .Where(entry => entry.Quarters.Count == 1 + ? entry.Quarters[0] > 0 + : entry.Quarters[^1] > entry.Quarters[^2]) + .Select(entry => entry.Equity) .ToList(); if (selected.Count == 0) @@ -135,6 +141,24 @@ public override void OnData(Slice slice) liquidateExistingHoldings: true); } + /// <summary> + /// The shares reported for one equity, oldest quarter first, with a closing zero for a name + /// the manager has stopped reporting. A position sold out of has no line in the new quarter, + /// so its newest period stays behind the newest the manager reported anywhere; taken for the + /// name's own latest quarter, it would go on being compared with the quarter before it and + /// held forever. Not being reported is a report of no shares. + /// </summary> + private List<decimal> QuartersOf(SortedDictionary<DateTime, decimal> shares) + { + var quarters = shares.Values.ToList(); + if (shares.Count > 0 && shares.Keys.Last() < _latestPeriod) + { + quarters.Add(0m); + } + + return quarters; + } + /// <summary> /// Order fill event handler. /// </summary> diff --git a/SEC13FAlgorithm.py b/SEC13FAlgorithm.py index bf66d15..f7aae52 100644 --- a/SEC13FAlgorithm.py +++ b/SEC13FAlgorithm.py @@ -42,6 +42,9 @@ def initialize(self) -> None: # The shares the manager reported for each equity, by the quarter they describe. self._shares_by_equity = {} + # The newest quarter the managers have reported, for any name. + self._latest_period = datetime.min + self._rebalance = False for ticker in ["META", "UBER", "QSR", "MSFT", "BN", "HTZ", "AMZN"]: @@ -64,6 +67,7 @@ def on_data(self, slice: Slice) -> None: shares = self._shares_by_equity[equity] shares[holding.period_end] = shares.get(holding.period_end, 0) + (holding.amount or 0) + self._latest_period = max(self._latest_period, holding.period_end) self._rebalance = True self.log(f"{self.time:%Y-%m-%d} {equity.value} - {holding.manager_name} reports " @@ -85,8 +89,17 @@ def on_data(self, slice: Slice) -> None: # The manager's trades, which no filing states: the change between two reported quarters. if len(quarters) > 1: - self.log(f"{self.time:%Y-%m-%d} {equity.value}: {quarters[-2]:,.0f} -> {quarters[-1]:,.0f} shares " - f"({quarters[-1] / quarters[-2] - 1:+.1%}) between {periods[-2]:%Y-%m-%d} and {periods[-1]:%Y-%m-%d}") + # A quarter the manager opened the position in reports no shares before it. + change = f" ({quarters[-1] / quarters[-2] - 1:+.1%})" if quarters[-2] > 0 else "" + self.log(f"{self.time:%Y-%m-%d} {equity.value}: {quarters[-2]:,.0f} -> {quarters[-1]:,.0f} shares" + f"{change} between {periods[-2]:%Y-%m-%d} and {periods[-1]:%Y-%m-%d}") + + # A position sold out of has no line in the new quarter, so its newest period stays + # behind the newest the manager reported anywhere. Taken for the name's own latest + # quarter, it would go on being compared with the quarter before it and held forever. + # Not being reported is a report of no shares. + if periods and periods[-1] < self._latest_period: + quarters.append(0) if quarters and (quarters[0] > 0 if len(quarters) == 1 else quarters[-1] > quarters[-2]): selected.append(equity) diff --git a/SEC13FHolding.cs b/SEC13FHolding.cs index 1f5464c..f9dc156 100644 --- a/SEC13FHolding.cs +++ b/SEC13FHolding.cs @@ -240,10 +240,11 @@ public override BaseData Reader(SubscriptionDataConfig config, string line, Date { var csv = line.Split(','); - // A truncated line is skipped rather than thrown on: an exception out of Reader ends - // the algorithm. The test is "fewer than" and not "not equal to", so a column appended - // in a later revision of the file leaves every existing one readable instead of muting - // the whole dataset. + // A truncated line is skipped rather than thrown on: LEAN takes an exception out of + // Reader as a reader error and drops the line, so throwing would turn a silent skip + // into a logged one and nothing more. The test is "fewer than" and not "not equal to", + // so a column appended in a later revision of the file leaves every existing one + // readable instead of muting the whole dataset. if (csv.Length < ExpectedColumns) { return null; diff --git a/tests/SEC13FProcessorTests.cs b/tests/SEC13FProcessorTests.cs index 17a9f9d..8fa68a8 100644 --- a/tests/SEC13FProcessorTests.cs +++ b/tests/SEC13FProcessorTests.cs @@ -1141,7 +1141,8 @@ public void ADaysArchiveIsReadByTheProcessorLikeADataSet() var row = EntryLines(Path.Combine(_root, "out", SEC13FHolding.ReportFolder, "aapl.zip"), "20260814.csv").Single(); Assert.AreEqual("20260814,0001214659-26-010148,107136,20260630,13F-HR,RESTATEMENT,1,COM,50,SH,1000,0,P,DFND,1;2,0,50,,1,20260515", row); - Assert.AreEqual(new[] { "107136,WEALTH ADVISORS INC." }, + // The comma the name carries comes out as one space, not the two the replacement leaves. + Assert.AreEqual(new[] { "107136,WEALTH ADVISORS INC." }, File.ReadAllLines(Path.Combine(_root, "out", SEC13FHolding.ReportFolder, "managers.csv"))); } @@ -1166,6 +1167,24 @@ public void AnOptionCusipGivesALineTheSideItLeftEmpty() "a side the line states is kept"); } + [TestCase("1000", "1000", TestName = "a whole value is published without a decimal point")] + [TestCase("1000.50", "1000.50", TestName = "a value with cents keeps them")] + [TestCase("99999999999999999999", "99999999999999999999", TestName = "a value past long.MaxValue is published, not thrown on")] + public void AValueIsPublishedAsTheFilerWroteIt(string filed, string published) + { + // Filers type nonsense into VALUE. Cast to a long, a number past its range threw out of + // the formatter and stopped the run over one line. + var apple = SecurityIdentifier.GenerateEquity(new DateTime(1980, 12, 12), "AAPL", Market.USA); + SeedMapFileRows(("aapl", new[] { "19801212,aapl", "20501231,aapl" })); + SeedSecurityDatabase($"{apple},03783310,BBG000B9XRY4,2046251,US0378331005,320193"); + + var day = new DateTime(2026, 8, 14); + var filing = OptionFiling(day); + filing.Lines.Add(["037833100", "COM", filed, "50", "SH", null, "SOLE", null, "50", "0", "0"]); + + Assert.AreEqual(published, PublishedRows(day, filing, "aapl").Single().Split(',')[10]); + } + [Test] public void AnOptionOnAFundFamilyIsResolvedByThePriceOfItsLine() { @@ -1520,6 +1539,40 @@ public void AFilingWithNoCredentialsKeepsTheIndexCik() Assert.AreEqual(107136, SEC13FEdgarDay.ParseFiling(SampleEntry(), SampleSubmission()).Cik); } + [Test] + public void AFilingThatCannotBeReadIsSkippedRatherThanFailingTheDay() + { + // Thrown, one bad filing fails the day, the day is never recorded, and every run after + // it meets the same filing: the data set stops until someone ships code. + var built = BuildDayOfThree(unreadable: 1); + + Assert.IsNotNull(built.Path); + Assert.AreEqual(2, built.Filings); + } + + [Test] + public void ADayOfFilingsThatCannotBeReadStillThrows() + { + // Filing after filing unreadable is a layout change, not a bad filer, and publishing the + // day emptied of what it held would be worse than failing. + Assert.Throws<InvalidDataException>(() => BuildDayOfThree(unreadable: 3)); + } + + /// <summary>One EDGAR day of three filings, the first <paramref name="unreadable"/> of them broken.</summary> + private SEC13FEdgarDay.Built BuildDayOfThree(int unreadable) + { + var day = new DateTime(2026, 8, 14); + var index = string.Join('\n', Enumerable.Range(1, 3).Select(filing => + $"13F-HR SOME MANAGER LP {filing} 20260814 edgar/data/{filing}/0000000000-26-00000{filing}.txt")); + + var broken = 0; + return SEC13FEdgarDay.Build(day, Path.Combine(_root, "day-of-three"), + _ => new HashSet<string> { "2026", "QTR3", "form.20260814.idx" }, + url => url.EndsWith(".idx", StringComparison.Ordinal) + ? index + : ++broken <= unreadable ? "<SEC-DOCUMENT>no primary document here</SEC-DOCUMENT>" : SampleSubmission()); + } + [Test] public void ANamePublishedWithItsCommaIsCleanedWhenItIsFoldedIn() { @@ -1542,7 +1595,7 @@ public void ANamePublishedWithItsCommaIsCleanedWhenItIsFoldedIn() var published = File.ReadAllLines( Path.Combine(_root, "out", SEC13FHolding.ReportFolder, "managers.csv")); - Assert.IsTrue(published.Contains("2230,ADAMS DIVERSIFIED EQUITY FUND INC."), + Assert.IsTrue(published.Contains("2230,ADAMS DIVERSIFIED EQUITY FUND INC."), $"the folded in name reads as {published.FirstOrDefault(line => line.StartsWith("2230,"))}"); Assert.IsEmpty(published.Where(line => line.Count(character => character == ',') != 1).ToList(), "a folded in name still carries a separator"); @@ -1570,6 +1623,91 @@ public void AnIncrementalRunKeepsThePublishedDatesOfASecurity() Assert.IsFalse(File.Exists(Path.Combine(destination, "aapl.csv")), "the date index is gone"); } + [Test] + public void AnIncrementalRunKeepsThePublishedRowsOfADateItWritesInto() + { + // A date the run has rows for is not the run's to rewrite: what is published for it can + // come from a filing this read does not carry, since the daily index and the quarterly + // data sets do not list the same filings for a day. Replacing the entry with this run's + // rows drops every other manager's positions of that date, and the run reports success. + SeedMapFiles("aapl"); + var day = new DateTime(2026, 8, 13); + SeedPublishedEntry(PublishedShelf(), "aapl", "20260813", + "0000000001-26-000001", "0000000002-26-000002"); + + PublishEdgarDay(day, NamedFiling(day, "NEWCO ASSET MGMT")); + + var accessions = PublishedEntryLines("aapl", "20260813.csv").Select(line => line.Split(',')[1]).OrderBy(x => x).ToArray(); + Assert.AreEqual( + new[] { "0000000001-26-000001", "0000000002-26-000002", "0000000007-26-081301" }, accessions, + "the two published rows and the new one"); + } + + [Test] + public void AFilingReadTwiceIsNotPublishedTwice() + { + // The same filing read again replaces its own lines rather than adding a second copy, so + // a day re-read after a publish that failed half way is still idempotent. + SeedMapFiles("aapl"); + var day = new DateTime(2026, 8, 13); + SeedPublishedEntry(PublishedShelf(), "aapl", "20260813", + "0000000001-26-000001", "0000000007-26-081301"); + + PublishEdgarDay(day, NamedFiling(day, "NEWCO ASSET MGMT")); + + var accessions = PublishedEntryLines("aapl", "20260813.csv").Select(line => line.Split(',')[1]).ToArray(); + Assert.AreEqual(2, accessions.Length); + Assert.AreEqual(1, accessions.Count(accession => accession == "0000000007-26-081301"), "one copy"); + } + + [Test] + public void ADailyArchiveStampsItsRowsWithTheDayItWasRead() + { + // An EDGAR daily index can list a filing whose own date is an earlier day: one 13F-HR in + // the 2026 Q2 and Q3 indexes, 2026-04-27 listed on 04-28. The row carries the day the job + // could have it, which is the day the index named it, so nothing is visible in a backtest + // before it was public. A later rebuild reads that accession from the data sets and + // publishes it under its own filing date, so the row moves by a day. + SeedMapFiles("aapl"); + var day = new DateTime(2026, 4, 28); + + PublishEdgarDay(day, NamedFiling(new DateTime(2026, 4, 27), "BACKDATED ASSET MGMT")); + + using var zip = ZipFile.OpenRead(Path.Combine(_root, "out", SEC13FHolding.ReportFolder, "aapl.zip")); + Assert.AreEqual(new[] { "20260428.csv" }, zip.Entries.Select(entry => entry.Name).ToArray()); + Assert.AreEqual("20260428", PublishedEntryLines("aapl", "20260428.csv").Single().Split(',')[0]); + } + + /// <summary>An incremental run over one EDGAR day, published into the destination.</summary> + private void PublishEdgarDay(DateTime day, SEC13FEdgarDay.Filing filing) + { + using var downloader = new SEC13FDownloader(Path.Combine(_root, "out"), Path.Combine(_root, "processed"), + day, Path.Combine(_root, "raw")); + downloader.TickerCrosswalk = UnitTestCrosswalk(); + + ProcessEdgarDay(downloader, day, filing); + downloader.FinalizeSecurityFiles(); + } + + /// <summary>The lines of one published entry of a ticker's zip in the destination.</summary> + private string[] PublishedEntryLines(string ticker, string entry) + { + using var zip = ZipFile.OpenRead(Path.Combine(_root, "out", SEC13FHolding.ReportFolder, $"{ticker}.zip")); + using var reader = new StreamReader(zip.GetEntry(entry).Open()); + return reader.ReadToEnd().Split('\n', StringSplitOptions.RemoveEmptyEntries); + } + + /// <summary>A published zip whose entry for one date holds a row of each accession given.</summary> + private static void SeedPublishedEntry(string shelf, string ticker, string date, params string[] accessions) + { + using var zip = ZipFile.Open(Path.Combine(shelf, $"{ticker}.zip"), ZipArchiveMode.Create); + using var writer = new StreamWriter(zip.CreateEntry($"{date}.csv").Open()) { NewLine = "\n" }; + foreach (var accession in accessions) + { + writer.WriteLine($"{date},{accession},1,20260630,13F-HR,,,COM,1,SH,1,0,,SOLE,,1,0,0,0,"); + } + } + [Test] public void AnEdgarDayIsPublishedOnlyWhenItsQuarterListsItsIndex() { From d4c302f5aec0f2aab0828d5dcda1ab717087504d Mon Sep 17 00:00:00 2001 From: Josue Nina <josue.nina.ponce@gmail.com> Date: Mon, 21 Sep 2026 16:29:27 -0500 Subject: [PATCH 7/7] Regenerate the published sample from the whitespace fix Sanitize collapses the whitespace its own replacements leave, so the committed sample no longer matched what the processor writes. Regenerated from a full rebuild, over the window the sample has always carried, 2026-03-02 to 2026-09-18. - 47 of the sample's 74,309 rows carried a title with two spaces, and managers.csv 6,251 of its 13,278 names - One title carried a non-breaking space rather than a run of plain ones, CL<U+00A0>A, which collapsing normalises to a plain space. It is one row in the 863,538 these seven tickers hold over the whole history, and a column read as text is better off without it - managers.csv is cut to the 7,057 CIKs the sample's zips reference, down from 13,278, which takes the sample from 2.1 MB to 1.8 MB Nothing else moved: entry for entry and line for line, every other row is the one published before, so the sample still shows what a rebuild produces and not a hand-edited file. --- output/alternative/sec/13f/amzn.zip | Bin 455492 -> 449046 bytes output/alternative/sec/13f/bn.zip | Bin 87838 -> 87133 bytes output/alternative/sec/13f/htz.zip | Bin 37789 -> 37625 bytes output/alternative/sec/13f/managers.csv | 13313 ++++++---------------- output/alternative/sec/13f/meta.zip | Bin 375229 -> 369480 bytes output/alternative/sec/13f/msft.zip | Bin 471540 -> 464798 bytes output/alternative/sec/13f/qsr.zip | Bin 61413 -> 60985 bytes output/alternative/sec/13f/uber.zip | Bin 202152 -> 199770 bytes 8 files changed, 3546 insertions(+), 9767 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b/output/alternative/sec/13f/managers.csv @@ -1,203 +1,106 @@ -2230,ADAMS DIVERSIFIED EQUITY FUND INC. -2488,ADVANCED MICRO DEVICES INC -3520,FRED ALGER MANAGEMENT LLC -4962,AMERICAN EXPRESS CO -4977,Aflac Inc -5272,AMERICAN INTERNATIONAL GROUP INC. -6201,American Airlines Group Inc. -7195,ARGUS INVESTORS' COUNSEL INC. -7773,ASSET PLANNING CORPORATION +2230,ADAMS DIVERSIFIED EQUITY FUND INC. +3520,FRED ALGER MANAGEMENT LLC +7195,ARGUS INVESTORS' COUNSEL INC. 7789,Associated Banc-Corp -8565,Commonwealth Bank of Australia 9015,BARINGS LLC 9631,BANK OF NOVA SCOTIA -9634,BOKF NA +9634,BOKF NA 10742,BECK MACK & OLIVER LLC 11544,BERKLEY W R CORP -12532,STEWARD PARTNERS INVESTMENT SOLUTIONS LLC -12600,PRINCIPAL SECURITIES INC. -12933,BOENNING & SCATTERGOOD INC. +12600,PRINCIPAL SECURITIES INC. 14213,BRIGHTON SECURITIES CORP. 14661,BROWN BROTHERS HARRIMAN & CO -14745,BROWN LISLE/CUMMINGS INC. -16972,Cannell & Co. -18349,SYNOVUS FINANCIAL CORP +14745,BROWN LISLE/CUMMINGS INC. 18748,Central Securities Corp 19475,CHASE INVESTMENT COUNSEL CORP -19481,Virtus Investment Advisers LLC +19481,Virtus Investment Advisers LLC 19617,JPMORGAN CHASE & CO -20171,CHUBB CORP 20286,CINCINNATI FINANCIAL CORP 21175,CNA FINANCIAL CORP 22657,LOWE BROCKENBROUGH & CO INC -24046,CONTINENTAL GENERAL INSURANCE CO 24386,COOKE & BIELER LP -27904,DELTA AIR LINES INC. -29915,DOW CHEMICAL CO /DE/ 33250,EQUITABLE TRUST CO 35442,Fiduciary Trust Co 35527,FIFTH THIRD BANCORP 36029,First Financial Bankshares Inc -36066,FIRST AMERICAN TRUST FSB +36066,FIRST AMERICAN TRUST FSB 36104,US BANCORP \DE\ 36270,M&T Bank Corp 36644,FIRST NATIONAL BANK OF OMAHA 36966,FIRST HORIZON CORP 38777,FRANKLIN RESOURCES INC -39263,Cullen/Frost Bankers Inc. +39263,Cullen/Frost Bankers Inc. 40417,GENERAL AMERICAN INVESTORS CO INC -40545,General Electric Co 40729,Ally Financial Inc. 44365,CENTRAL TRUST Co 45319,MEYER HANDELMAN CO -46392,HAZLETT BURT & WATSON INC. -47288,Capital One National Association -48966,COWEN AND COMPANY LLC 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