fcee3b9c78
Emit ParseMethod-only EMF set so fallback alarm can fire
...
The fallback-rate alarm queries the ParseOutcome series keyed on
ParseMethod alone, but the emitter published only the joint
(ParseMethod, TemplateId) dimension set. CloudWatch materializes
exactly the listed dimension sets and does not auto-aggregate, so the
alarm's series never received data: it evaluated a constant 0 and
could never page on template-drift coverage collapse.
Publish both ["ParseMethod"] and ["ParseMethod","TemplateId"] and
update the EMF regression test to assert both sets are present.
2026-07-15 20:30:53 -04:00
89bf47c1bb
Add offline WO parser test suite
...
Cover the deterministic parser with golden-file tests over 55 real
scrubbed .eml fixtures (both comment sub-shapes, username Submitted-By,
address present/absent, br+CRLF assign addresses), fail-closed
validation-gate rules, adversarial and prompt-injection cases that must
route to ai_fallback or parse without corrupting other fields, the issue
#23 comment_id idempotency invariants, and the Bedrock-fallback dispatch
plus EMF-metric emission with a mocked invoke_model.
Extend pytest.ini testpaths to discover the co-located suite, and update
tests/conftest.load_handler to put a handler's own directory on sys.path
so the WO handler's new `from template_parser import ...` resolves under
the existing shared handler tests. Point test_local.py at the new
template-first + Bedrock flow.
Refs: #23
2026-07-15 20:11:04 -04:00
3151de92af
Migrate PO processor to Bedrock
...
Switch the PO email processor's AI extraction from the Anthropic SDK to
bedrock-runtime InvokeModel on the inference profile
us.anthropic.claude-haiku-4-5-20251001-v1:0 (BEDROCK_MODEL_ID env), so
it no longer needs a provider API key or Secrets Manager secret. PO
parsing stays fully AI -- only the provider changes. The EXTRACTION_PROMPT
is kept byte-identical and the Bedrock text output is still decoded with
json.loads(..., parse_float=Decimal), which DynamoDB requires (it rejects
floats). Replace the deprecated datetime.utcnow() with
datetime.now(timezone.utc) and drop the anthropic dependency.
2026-07-15 20:10:14 -04:00
5e1993f9e4
Migrate WO processor to Bedrock and fix comment_id collision
...
Switch the AI path from the Anthropic SDK to bedrock-runtime InvokeModel
on the inference profile us.anthropic.claude-haiku-4-5-20251001-v1:0
(BEDROCK_MODEL_ID env), so parsing no longer needs a provider API key or
Secrets Manager secret. The EXTRACTION_PROMPT and JSON contract are kept
byte-identical, so the AI-fallback output is unchanged. Try the new
deterministic template parser first and only call Bedrock on a
miss/invalid result.
Fix issue #23 : the WorkOrderComments range key was
work_order_id#<comment_time>, so two emails on one WO with an identical
or absent comment time collided and overwrote each other. Derive a
12-hex suffix from the S3 object key alone -- deterministic, so an async
retry of the same object is byte-identical (idempotent) while distinct
emails get distinct keys -- and keep wall-clock now() out of the key
(literal 'nocomment' segment when comment_time is absent).
Also emit one CloudWatch EMF line per record (Seahaven/WorkorderIngest
ParseOutcome, dimensioned by ParseMethod/TemplateId) for parse-outcome
observability, replace the deprecated datetime.utcnow() with
datetime.now(timezone.utc), and drop the anthropic dependency.
Refs: #23
2026-07-15 20:09:58 -04:00
f3a28ecb8b
Add deterministic template parser for WO emails
...
The workorder-email-processor sends every one of ~22.9k emails/month to
an LLM, but ~93.6% are the plain-text "AMAZON UPDATE WO DETAILS" comment
template and ~6.4% the HTML "AMAZON assign Work Order" template. Parse
those two shapes deterministically, offline, so the AI call is reserved
for the long tail.
The module is pure (no boto3, no network). try_deterministic_parse
classifies by subject, extracts the shared contract fields, and returns
a result ONLY when it passes a strict fail-closed validation gate: exact
contract-key set, subject/id agreement, the literal "Work Order: <id>"
double space, per-type required fields, site-code shape, and a
label-bleed guard so a value that over-ran into the next field fails.
Any miss, drift, or extractor exception yields None so the caller falls
back to the AI extractor -- data is never corrupted, only the fallback
rate rises.
Refs: #23
2026-07-15 20:09:29 -04:00
dependabot[bot]
00517cdb9d
Update boto3 requirement in /lambdas/po/email_processor ( #94 )
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2026-07-14 13:13:03 +00:00
dependabot[bot]
f06d2d6f5e
Update boto3 requirement in /lambdas/wo/email_processor ( #93 )
2026-07-14 13:06:52 +00:00
dependabot[bot]
4aa88b630e
Update boto3 requirement in /lambdas/wo/web_ui ( #92 )
2026-07-14 09:04:31 -04:00
dependabot[bot]
944b8e7bdd
Update anthropic requirement in /lambdas/wo/email_processor ( #89 )
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2026-07-07 18:25:53 +00:00
dependabot[bot]
5019c2e7b6
Update boto3 requirement in /lambdas/wo/email_processor ( #88 )
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2026-07-07 17:59:27 +00:00
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e8202a8394
Update boto3 requirement in /lambdas/wo/web_ui ( #90 )
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2026-07-07 16:36:58 +00:00
dependabot[bot]
995eb0df6d
Update boto3 requirement in /lambdas/po/email_processor ( #87 )
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2026-07-07 12:29:50 -04:00
dependabot[bot]
329df9a626
Update boto3 requirement in /lambdas/po/email_processor ( #82 )
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2026-07-02 15:34:43 -04:00
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1dba62e52e
Update boto3 requirement in /lambdas/wo/web_ui ( #80 )
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2026-07-02 15:30:38 -04:00
dependabot[bot]
9a2cb72b9a
Update anthropic requirement in /lambdas/po/email_processor ( #79 )
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2026-07-02 15:26:38 -04:00
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3e95cabcd2
Update boto3 requirement in /lambdas/wo/email_processor ( #81 )
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2026-06-30 23:49:58 +00:00
dependabot[bot]
b102dae3c8
Update anthropic requirement in /lambdas/wo/email_processor ( #78 )
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2026-06-30 19:45:49 -04:00
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0772f8c535
Update anthropic requirement in /lambdas/wo/email_processor ( #77 )
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2026-06-24 16:16:32 -04:00
dependabot[bot]
f5a4237d82
Update boto3 requirement in /lambdas/po/email_processor ( #76 )
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2026-06-24 16:12:23 -04:00
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e803437f20
Update boto3 requirement in /lambdas/wo/email_processor ( #75 )
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2026-06-24 16:08:04 -04:00
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a215f12095
Update boto3 requirement in /lambdas/wo/web_ui ( #74 )
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2026-06-24 16:03:55 -04:00
dependabot[bot]
8b8bfc227d
Update anthropic requirement in /lambdas/po/email_processor ( #73 )
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2026-06-24 15:59:14 -04:00
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cab4a035ed
Update boto3 requirement in /lambdas/wo/email_processor ( #67 )
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2026-06-16 21:16:19 +00:00
dependabot[bot]
a8d076aae6
Update anthropic requirement in /lambdas/po/email_processor ( #66 )
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2026-06-16 17:12:23 -04:00
dependabot[bot]
b9b7e727b4
Update boto3 requirement in /lambdas/po/email_processor ( #64 )
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2026-06-16 21:07:23 +00:00
dependabot[bot]
3a4f4889ab
Update boto3 requirement in /lambdas/wo/web_ui ( #63 )
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2026-06-16 20:50:39 +00:00
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14794946ba
Update anthropic requirement in /lambdas/wo/email_processor ( #62 )
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2026-06-16 16:46:29 -04:00
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edb022a72b
Update boto3 requirement in /lambdas/po/email_processor ( #61 )
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2026-06-12 19:23:09 +00:00
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109f9336e0
Update boto3 requirement in /lambdas/wo/web_ui ( #60 )
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2026-06-12 15:19:41 -04:00
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01dc4f6368
Update boto3 requirement in /lambdas/wo/email_processor ( #59 )
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2026-06-12 15:15:51 -04:00
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d217caac13
Update anthropic requirement in /lambdas/wo/email_processor ( #53 )
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2026-06-10 22:21:45 +00:00
dependabot[bot]
910959be7a
Update anthropic requirement in /lambdas/po/email_processor ( #55 )
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2026-06-10 18:17:53 -04:00
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6af5312409
Update boto3 requirement in /lambdas/wo/web_ui ( #54 )
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2026-06-10 18:14:13 -04:00
dependabot[bot]
8da6fd07cd
Update boto3 requirement in /lambdas/po/email_processor ( #52 )
...
Updates the requirements on [boto3](https://github.com/boto/boto3 ) to permit the latest version.
- [Release notes](https://github.com/boto/boto3/releases )
- [Commits](https://github.com/boto/boto3/compare/1.43.23...1.43.25 )
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updated-dependencies:
- dependency-name: boto3
dependency-version: 1.43.25
dependency-type: direct:production
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2026-06-10 18:14:06 -04:00
dependabot[bot]
d0dcfb51fc
Update boto3 requirement in /lambdas/wo/email_processor ( #51 )
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Updates the requirements on [boto3](https://github.com/boto/boto3 ) to permit the latest version.
- [Release notes](https://github.com/boto/boto3/releases )
- [Commits](https://github.com/boto/boto3/compare/1.43.23...1.43.25 )
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dependency-version: 1.43.25
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2026-06-10 18:14:01 -04:00
dependabot[bot]
dedbbda7a1
Update boto3 requirement in /lambdas/wo/web_ui ( #46 )
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Updates the requirements on [boto3](https://github.com/boto/boto3 ) to permit the latest version.
- [Release notes](https://github.com/boto/boto3/releases )
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dependency-version: 1.43.23
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2026-06-08 22:37:44 +00:00
dependabot[bot]
d26714c6e5
Update boto3 requirement in /lambdas/po/email_processor ( #45 )
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Updates the requirements on [boto3](https://github.com/boto/boto3 ) to permit the latest version.
- [Release notes](https://github.com/boto/boto3/releases )
- [Commits](https://github.com/boto/boto3/compare/1.43.22...1.43.23 )
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dependency-version: 1.43.23
dependency-type: direct:production
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2026-06-08 22:35:51 +00:00
dependabot[bot]
7b3b01ec05
Update boto3 requirement in /lambdas/wo/email_processor ( #44 )
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Updates the requirements on [boto3](https://github.com/boto/boto3 ) to permit the latest version.
- [Release notes](https://github.com/boto/boto3/releases )
- [Commits](https://github.com/boto/boto3/compare/1.43.10...1.43.23 )
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dependency-version: 1.43.23
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2026-06-08 22:33:01 +00:00
dependabot[bot]
e47cd7685e
Update boto3 requirement in /lambdas/po/email_processor ( #39 )
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Updates the requirements on [boto3](https://github.com/boto/boto3 ) to permit the latest version.
- [Release notes](https://github.com/boto/boto3/releases )
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2026-06-03 22:52:38 +00:00
dependabot[bot]
d145178c8d
Update boto3 requirement in /lambdas/wo/web_ui ( #41 )
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Updates the requirements on [boto3](https://github.com/boto/boto3 ) to permit the latest version.
- [Release notes](https://github.com/boto/boto3/releases )
- [Commits](https://github.com/boto/boto3/compare/1.43.10...1.43.22 )
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dependency-version: 1.43.22
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2026-06-03 22:51:28 +00:00
dependabot[bot]
53e906bf56
Update anthropic requirement in /lambdas/wo/email_processor ( #38 )
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Updates the requirements on [anthropic](https://github.com/anthropics/anthropic-sdk-python ) to permit the latest version.
- [Release notes](https://github.com/anthropics/anthropic-sdk-python/releases )
- [Changelog](https://github.com/anthropics/anthropic-sdk-python/blob/main/CHANGELOG.md )
- [Commits](https://github.com/anthropics/anthropic-sdk-python/compare/v0.103.1...v0.105.2 )
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dependency-version: 0.105.2
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2026-06-03 22:49:37 +00:00
dependabot[bot]
3481a7a8d5
Update anthropic requirement in /lambdas/po/email_processor ( #37 )
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Updates the requirements on [anthropic](https://github.com/anthropics/anthropic-sdk-python ) to permit the latest version.
- [Release notes](https://github.com/anthropics/anthropic-sdk-python/releases )
- [Changelog](https://github.com/anthropics/anthropic-sdk-python/blob/main/CHANGELOG.md )
- [Commits](https://github.com/anthropics/anthropic-sdk-python/compare/v0.103.1...v0.105.2 )
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dependency-version: 0.105.2
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2026-06-03 22:49:20 +00:00
dependabot[bot]
dfd2a77126
Update boto3 requirement in /lambdas/wo/email_processor ( #33 )
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Updates the requirements on [boto3](https://github.com/boto/boto3 ) to permit the latest version.
- [Release notes](https://github.com/boto/boto3/releases )
- [Commits](https://github.com/boto/boto3/compare/1.43.6...1.43.10 )
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dependency-version: 1.43.10
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2026-05-19 19:24:01 +00:00
dependabot[bot]
49ecf29631
Update anthropic requirement in /lambdas/po/email_processor ( #29 )
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Updates the requirements on [anthropic](https://github.com/anthropics/anthropic-sdk-python ) to permit the latest version.
- [Release notes](https://github.com/anthropics/anthropic-sdk-python/releases )
- [Changelog](https://github.com/anthropics/anthropic-sdk-python/blob/main/CHANGELOG.md )
- [Commits](https://github.com/anthropics/anthropic-sdk-python/compare/v0.101.0...v0.103.1 )
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dependency-version: 0.103.1
dependency-type: direct:production
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2026-05-19 19:23:37 +00:00
dependabot[bot]
73838c7da9
Update boto3 requirement in /lambdas/po/email_processor ( #32 )
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Updates the requirements on [boto3](https://github.com/boto/boto3 ) to permit the latest version.
- [Release notes](https://github.com/boto/boto3/releases )
- [Commits](https://github.com/boto/boto3/compare/1.43.6...1.43.10 )
---
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dependency-version: 1.43.10
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2026-05-19 19:21:23 +00:00
dependabot[bot]
dc3355b7a8
Update boto3 requirement in /lambdas/wo/web_ui ( #31 )
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Updates the requirements on [boto3](https://github.com/boto/boto3 ) to permit the latest version.
- [Release notes](https://github.com/boto/boto3/releases )
- [Commits](https://github.com/boto/boto3/compare/1.43.6...1.43.10 )
---
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dependency-version: 1.43.10
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2026-05-19 19:21:02 +00:00
dependabot[bot]
51f4272b0e
Update anthropic requirement in /lambdas/wo/email_processor ( #30 )
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Updates the requirements on [anthropic](https://github.com/anthropics/anthropic-sdk-python ) to permit the latest version.
- [Release notes](https://github.com/anthropics/anthropic-sdk-python/releases )
- [Changelog](https://github.com/anthropics/anthropic-sdk-python/blob/main/CHANGELOG.md )
- [Commits](https://github.com/anthropics/anthropic-sdk-python/compare/v0.101.0...v0.103.1 )
---
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dependency-version: 0.103.1
dependency-type: direct:production
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2026-05-19 19:20:53 +00:00
dependabot[bot]
cb2af81615
Update anthropic requirement in /lambdas/wo/email_processor ( #27 )
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Deploy / deploy (push) Has been cancelled
Updates the requirements on [anthropic](https://github.com/anthropics/anthropic-sdk-python ) to permit the latest version.
- [Release notes](https://github.com/anthropics/anthropic-sdk-python/releases )
- [Changelog](https://github.com/anthropics/anthropic-sdk-python/blob/main/CHANGELOG.md )
- [Commits](https://github.com/anthropics/anthropic-sdk-python/compare/v0.42.0...v0.101.0 )
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dependency-version: 0.101.0
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2026-05-12 19:26:04 +00:00
dependabot[bot]
b7dd722de6
Update boto3 requirement from >=1.35.0 to >=1.43.6 in /lambdas/wo/web_ui ( #25 )
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Updates the requirements on [boto3](https://github.com/boto/boto3 ) to permit the latest version.
- [Release notes](https://github.com/boto/boto3/releases )
- [Commits](https://github.com/boto/boto3/compare/1.35.0...1.43.6 )
---
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dependency-version: 1.43.6
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2026-05-12 19:23:39 +00:00
dependabot[bot]
3c9f845a32
Update boto3 requirement in /lambdas/wo/email_processor ( #26 )
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Updates the requirements on [boto3](https://github.com/boto/boto3 ) to permit the latest version.
- [Release notes](https://github.com/boto/boto3/releases )
- [Commits](https://github.com/boto/boto3/compare/1.35.0...1.43.6 )
---
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dependency-version: 1.43.6
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2026-05-12 19:23:36 +00:00
