Dataset Ingest Pipeline ======================= Sandcrawler currently has ingest support for individual files saved as `file` entities in fatcat (xml and pdf ingest types) and HTML files with sub-components saved as `webcapture` entities in fatcat (html ingest type). This document describes extensions to this ingest system to flexibly support groups of files, which may be represented in fatcat as `fileset` entities. The new ingest type is `dataset`. Compared to the existing ingest process, there are two major complications with datasets: - the ingest process often requires more than parsing HTML files, and will be specific to individual platforms and host software packages - the storage backend and fatcat entity type is flexible: a dataset might be represented by a single file, multiple files combined in to a single .zip file, or mulitple separate files; the data may get archived in wayback or in an archive.org item The new concepts of "strategy" and "platform" are introduced to accomodate these complications. ## Ingest Strategies The ingest strategy describes the fatcat entity type that will be output; the storage backend used; and whether an enclosing file format is used. The strategy to use can not be determined until the number and size of files is known. It is a function of file count, total file size, and platform. Strategy names are compact strings with the format `{storage_backend}-{fatcat_entity}`. A `-bundled` suffix after a `fileset` entity type indicates that metadata about multiple files is retained, but that in the storage backend only a single enclosing file (eg, `.zip`) will be stored. The supported strategies are: - `web-file`: single file of any type, stored in wayback, represented as fatcat `file` - `web-fileset`: multiple files of any type, stored in wayback, represented as fatcat `fileset` - `web-fileset-bundled`: single bundle file, stored in wayback, represented as fatcat `fileset` - `archiveorg-file`: single file of any type, stored in archive.org item, represented as fatcat `file` - `archiveorg-fileset`: multiple files of any type, stored in archive.org item, represented as fatcat `fileset` - `archiveorg-fileset-bundled`: single bundle file, stored in archive.org item, represented as fatcat `fileset` "Bundle" files are things like .zip or .tar.gz. Not all .zip files are handled as bundles! Only when the transfer from the hosting platform is via a "download all as .zip" (or similar) do we consider a zipfile a "bundle" and index the interior files as a fileset. The term "bundle file" is used over "archive file" or "container file" to prevent confusion with the other use of those terms in the context of fatcat (container entities; archive; Internet Archive as an organiztion). The motivation for supporting both `web` and `archiveorg` is that `web` is somewhat simpler for small files, but `archiveorg` is better for larger groups of files (say more than 20) and larger total size (say more than 1 GByte total, or 128 MByte for any one file). The motivation for supporting "bundled" filesets is that there is only a single file to archive. ## Ingest Pseudocode 1. Determine `platform`, which may involve resolving redirects and crawling a landing page. a. TODO: do we always try crawling `base_url`? would simplify code flow, but results in extra SPN calls (slow). start with yes, always b. TODO: what if we trivially crawl directly to a non-HTML file? Bypass most of the below? `direct-file` strategy? c. `infer_platform(request, terminal_url, html_biblio)` 2. Use platform-specific methods to fetch manifest metadata and decide on an `ingest_strategy`. 3. Use strategy-specific methods to archive all files in platform manifest, and verify manifest metadata. 4. Summarize status and return structured result metadata. Python APIs, as abstract classes (TODO): PlatformDatasetContext platform_name platform_domain platform_id manifest archiveorg_metadata web_base_url DatasetPlatformHelper match_request(request: Request, resource: Resource, html_biblio: Optional[BiblioMetadata]) -> bool process_request(?) -> ? StrategyArchiver process(manifest, archiveorg_metadata, web_metadata) -> ? check_existing(?) -> ? ## New Sandcrawler Code and Worker sandcrawler-ingest-fileset-worker@{1..12} Worker consumes from ingest request topic, produces to fileset ingest results, and optionally produces to file ingest results. sandcrawler-persist-ingest-fileset-worker@1 Simply writes fileset ingest rows in to SQL. ## New Fatcat Worker and Code Changes fatcat-import-ingest-fileset-worker This importer should be modeled on file and web worker. Filters for `success` with strategy of `*-fileset*`. Existing `fatcat-import-ingest-file-worker` should be updated to allow `dataset` single-file imports, with largely same behavior and semantics as current importer. TODO: Existing fatcat transforms, and possibly even elasticsearch schemas, should be updated to include fileset status and `in_ia` flag for dataset type releases. TODO: Existing entity updates worker submits `dataset` type ingests to ingest request topic. ## New SQL Tables CREATE TABLE IF NOT EXISTS ingest_fileset_result ( ingest_type TEXT NOT NULL CHECK (octet_length(ingest_type) >= 1), base_url TEXT NOT NULL CHECK (octet_length(base_url) >= 1), updated TIMESTAMP WITH TIME ZONE DEFAULT now() NOT NULL, hit BOOLEAN NOT NULL, status TEXT CHECK (octet_length(status) >= 1), terminal_url TEXT CHECK (octet_length(terminal_url) >= 1), terminal_dt TEXT CHECK (octet_length(terminal_dt) = 14), terminal_status_code INT, terminal_sha1hex TEXT CHECK (octet_length(terminal_sha1hex) = 40), platform TEXT CHECK (octet_length(platform) >= 1), platform_domain TEXT CHECK (octet_length(platform_domain) >= 1), platform_id TEXT CHECK (octet_length(platform_id) >= 1), ingest_strategy TEXT CHECK (octet_length(ingest_strategy) >= 1), total_size BIGINT, file_count INT, item_name TEXT CHECK (octet_length(item_name) >= 1), item_bundle_path TEXT CHECK (octet_length(item_path_bundle) >= 1), manifest JSONB, -- list, similar to fatcat fileset manifest, plus extra: -- status (str) -- path (str) -- size (int) -- md5 (str) -- sha1 (str) -- sha256 (str) -- mimetype (str) -- platform_url (str) -- terminal_url (str) -- terminal_dt (str) -- extra (dict) (?) PRIMARY KEY (ingest_type, base_url) ); CREATE INDEX ingest_fileset_result_terminal_url_idx ON ingest_fileset_result(terminal_url); ## New Kafka Topic and JSON Schema sandcrawler-ENV.ingest-fileset-results 6x, no retention limit ## Implementation Plan First implement ingest worker, including platform and strategy helpers, and test those as simple stdin/stdout CLI tools in sandcrawler repo to validate this proposal. Second implement fatcat importer and test locally and/or in QA. Lastly implement infrastructure, automation, and other "glue". ## Example Entities ### ArchiveOrg: CAT dataset `release_36vy7s5gtba67fmyxlmijpsaui` ### doi:10.1371/journal.pone.0120448 Single .rar file ### Dataverse Single excel file ### Dataverse doi:10.7910/DVN/CLSFKX Mulitple files; multiple versions? Single file inside: