5.134.0

Features

• monitors: add time-range selector to the trend dialog (36c822b)
• profiling: pausable and resumable profiling runs (42e7e06)
• ui: export and import test definitions as JSON (f623494)
• jobs: pause and resume a profiling run (a56c043)
• database: configurable TLS for the application database (422d809)
• charts: expose API port, ingress, and env passthrough (d2b602b)
• charts: add annotations to the service (53f7f94)
• models: add suite versions and the contract suite type (e4459b6)
• mcp: add source-data protection mode (d8e8956)
• notifications: add project-level destinations for notification rules
  (dd897d7)
• notifications: deliver notifications to webhook destinations (bd39649)
• mcp: expose notification destinations through MCP (1823a56)
• api: expose notifications through REST (7982e73)
• contracts: scope test definitions to a suite version (e3e6d19)
• flavors: add DuckDB as a target database (def3c83)
• flavors: add the DuckDB test-type and anomaly-type records (463d721)
• connections: pin the thread count for an in-process flavor (261ddfd)
• charts: give the application pod default resource limits (e91e4f5)
• mcp: add a delete_tests tool (49896b2)
• api: add connection and table group read endpoints (9e4b5b3)
• connections: store per-flavor connection secrets encrypted (c452d14)
• contracts: add the contract lifecycle service (2e88f30)
• notifications: support STARTTLS and relays that take no credentials
  (4e714fd)
• notifications: present a TLS client certificate to the SMTP server
  (c5d2f7e)
• profiling: compute percentiles over the whole table, approximate where the
  engine has it (dd1c7b2)
• connections: read files on a mounted path as target data (62e27f9)
• mcp: declare a table group's tables as files (57b73c3)
• report tables on a Files connection as Files, with a file count (a2a4836)
• api: add table group create endpoint (5e542ad)
• connections: read declared files from Amazon S3 and Azure Blob Storage
  (3e2c7e0)
• profiling: measure distinct counts and extremes over the whole table when
  sampling (dcaead8)
• profiling: sample only pattern and character analysis on every other
  flavor (c4cb5d5)
• table-groups: show columns and types in the table group preview for every
  connection type (1389fb8)
• scheduler: cap concurrent runs on in-process connections (2a8fdd5)
• api: add test suite read and create endpoints (3a8a841)
• scripts: add a script that maps table and column names in a test
  definition export (e72bc2c)
• contracts: render and export a contract version as ODCS (e5630c4)
• contracts: route each quality rule to the shape an engine can measure
  (3b9320c)
• contracts: add an MCP tool to export a contract version (d25e3d8)
• profiling: lift sampled frequent value counts to the whole-table scale
  (2b711ff)
• test-types: add list parameters, parameter groups and per-type error
  thresholds (b99d448)
• test-types: add the SQL Metric test type (2316177)
• test-types: add Maximum Value, Maximum Date, Text Length Range and
  Required, No Placeholder (6b99bfd)
• test-types: add the Table Comparison generation set (25e068c)
• config: stop falling back to the UI login for database credentials
  (681a1ee)
• contracts: check a contract's declared schema against the catalog
  (c809a12)
• table-groups: move a table group to another schema (c5ce864)
• test-runs: point a referential test's comparison at another schema
  (43b887a)
• test-runs: keep what triggered a run alongside its results (87d4e45)
• api: update a table group over REST, schema included (c302b3e)
• api: add profiling and test run schedule endpoints (8174b5b)
• api: add table group monitoring endpoints (3d00f09)
• api: pause and resume monitoring through PATCH (e393a16)
• contracts: project test types onto exact ODCS constructs and resolve them
  back (31f112d)
• connections: read each object-storage file once per run (a7ba7c9)
• exact Match Sum, PostgreSQL money and bit columns, and a setting for tests
  that fail validation (d1412ee)
• test-suites: copy a test suite's ID from its card (201a882)
• scripts: transfer tests between test suites through the API (375de7f)
• data-catalog: page the Data Catalog and move catalog and score work out of
  UI requests (6866ef2)
• mcp: show the user's name alongside the username in MCP output (fcb08d9)
• oauth: support public clients that register with
  token_endpoint_auth_method none (2dea57e)
• mcp: show profiling column errors, readable import reasons, and test
  unsaved connections (59cc925)
• import: skip test definitions whose column is not in the data catalog
  (a961979)
• api: accept and return file declarations on table groups (8873d37)
• value hashes in profiling and the Table Comparison hash tests (d235314)
• release QA fixes, and warn when Table Comparison generation will skip the hash
  tests (4daf751)

Bug Fixes

• mcp: fail the docs export when a plugin's tools go missing (d4ae736)
• monitors: address review findings on the trend range selector (a5304fe)
• monitors: keep the newest run and drop the forecast on a closed window
  (44f4919)
• profiling: confine month names to the month position in IS_DATE (9bd4a8a)
• test-results: handle a deleted test definition in the note and edit
  actions (ae7cde9)
• standalone: initialize new clusters on PostgreSQL 16 (b02847a)
• deps: bump dependencies to clear container scan findings (02ab95c)
• ui: reject monitor suites on the test definition and result pages
  (a88f2cb)
• ui: keep import metadata dialog state across reruns and center its icons
  (43ad769)
• ui: keep the metadata import preview in step with its options (8903919)
• ui: roll back a failed metadata import instead of committing it (293d331)
• ui: stop an import applying a document the user replaced (a4706d2)
• deploy: keep build-time tooling out of the runtime image (82cc1b0)
• pass the application database certificate authority for every ssl mode
  (525861d)
• notifications: clarify destination type and target text (c1afb88)
• mcp: report a rule's delivery target with the destination vocabulary
  (46c45f3)
• ui: validate notification inputs inline and clarify delivery requirements
  (5623e74)
• contracts: carry the version predicate on every path to test definitions
  (ba901ba)
• runs: name resource exhaustion when a run is killed (e00b44b)
• connections: give each DuckDB connection its own spill directory (79fef5f)
• runs: write a failure message only when a run settles as an error
  (8a03f37)
• flavors: cast the DuckDB outlier baselines to DOUBLE (3827f48)
• api: report the last test run with a zone-aware timestamp (4d73ee2)
• connections: withhold every encrypted column from the browser (daea257)
• contracts: keep the term identity injective and the writeback gate bound
  (0519c50)
• contracts: compare routing ids as UUIDs, map Time to a logical type
  (d387c6f)
• notifications: hint from the stage that failed, not the exception type
  (f4c5018)
• contracts: separate a datetime column from a date one in the document
  (0cde29b)
• profiling: keep DECIMAL precision in DuckDB approximate percentiles
  (ddb5638)
• report a table group's schema under the name its database type gives it
  (8c5b3db)
• profiling: record known column values in Python, not through the target
  (bbb5982)
• monitors: align freshness business time across thresholds, execution and
  forecast (cf43a57)
• deps: bump PyJWT to 2.15.1 for security fixes (3963063)
• docker: pass the JWT signing key to the compose stack (5983713)
• connections: say when a remote DuckDB file cannot be read (2e11364)
• ui: store the test suite dialog's Failed severity as Fail (3cc8fd3)
• profiling: read each column's source once on DuckDB and file sources
  (77bdf16)
• profiling: aggregate numeric columns before attaching percentiles on SQL
  Server (e14ef05)
• catalog: identify a catalogued table without its schema (0e0d7e8)
• generation: generate tests against the table group's schema (8296866)
• table-groups: write the catalog only once the move it describes is durable
  (740c2c5)
• table-groups: clean up stale monitors after a move, and name an unreadable
  schema (9a06096)
• table-groups: move every version's definitions, frozen ones included
  (8847607)
• catalog: read profiling history and muted issues across a schema change
  (aa79792)
• profiling: report a profiling run under the schema it scanned (2d59f22)
• table-groups: accept any schema name the templates can quote (39915be)
• qualify the profile list's schema, and say what a missing table costs
  (3f7eded)
• table-groups: correct and trim schema change text in the API and MCP
  (4f91aa0)
• ui: use the data_object icon for a test run's run details (adb7a6d)
• generation: generate the comparison tests against the table group's schema
  (35d6626)
• schedules: check a cron expression's width as it is stored (46473a0)
• monitors: keep the monitor link out of general table group saves (7907ef5)
• salesforce: read the scanned schema from the table group (394ca47)
• catalog: read the scanned schema from the table group on API-metadata
  connections (21d44b2)
• api: declare error responses with the detail wrapper the API sends
  (77089a6)
• import: leave dropped tables out of a table group's table names (127cd97)
• data-catalog: keep catalog refreshes fast on large schemas and stop
  catalog writers deadlocking (e2911db)
• mcp: roll back the session when an update tool reports no change (9ca1641)
• oauth: revoke a public client's token chain when a rotated refresh token
  is presented again (bba8fc5)
• scores: serialize score refreshes per project and count total failures
  (ac4418e)
• release QA fixes across webhooks, REST and MCP validation, profiling, catalog
  and scoring (d06141d)
• source-data parameter order, DuckDB views over sibling files, and column mask
  defaults (894d51d)
• test-definitions: retarget the schema of tests copied or moved to another
  table group (0fd136c)

Refactors

• ui: expose the import policy axes instead of named presets (7bc017c)
• jobs: apply review feedback (f25d8af)
• replace the monitor flag on test suites with a suite type (bdf8f89)
• notifications: type the destination vocabulary (b190d91)
• table-groups: store sample percent and delay days as integers (c5305bc)
• testing: move the test helpers out of the core package (69dce7a)
• connections: rename normalize_auth_fields to enforce_connection_rules
  (6acd5ad)
• profiling: emit only the measures that apply to a column's type (21f6d09)
• profiling: calibrate a sampled column's counts before its row is written
  (b55324d)
• api: apply review feedback (1ec5f01)
• contracts: apply review feedback (d5c4f56)
• contracts: apply second-round review feedback (bff9755)
• mcp: apply delete_tests review feedback (f437d75)
• table-groups: share create defaults and duplicate detection (7a6a8d0)
• api: apply table group create review feedback (ee411ef)
• profiling: apply review feedback (5a1f516)
• settings: remove the profiling sampling default that setup never read
  (3870cc5)
• test-suites: add a shared test suite validator (3ea966c)
• api: apply test suite review feedback (6f08a2b)
• db: remove the unused execute and report database users (71ee315)
• test-runs: read the scanned schema from the table group (4bff640)
• catalog: drop what the identity's unique index made redundant (f6601e5)
• api: rename the table group update's schema_move to schema_change
  (4e0f682)
• schedules: share schedule validation between callers (00a67c8)
• schedules: apply schedule review feedback (a2ebd81)
• monitors: enable monitoring in one transaction (9b8e0ee)
• api: apply monitoring review feedback (c0bc63a)
• profiling: share the lift of frequent values and frequent patterns
  (d38e1e6)

Documentation

• api: give every endpoint an explicit summary (72ea4aa)

Miscellaneous

• ui: drop the unused dropdown separator option (ab0faf8)

Docker Image

datakitchen/dataops-testgen:v5.134.0

PyPI Package

dataops-testgen==5.134.0