text stringlengths 185 73.3k | repo stringlengths 7 100 | path stringlengths 4 146 | language stringclasses 7
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#!/usr/bin/env python3
"""Demo session gateway — single process on $PORT (8765).
Status: verified 2026-07-13 — this exact file runs the nav-trial live demo
on robium.ai (Cloud Run service demo-nav-trial). Adapt FLEET_BUDGET and
the CORS origin for your deployment.
Routes:
* WebSocket upgrade (any path) -> raw byte... | robium-ai/robium | archive/live-demo/1.1.1/examples/demo_gateway.py | .py | 2ee4d74f6171cd31 | 7.48 | 8 |
# status: unverified
# source: https://github.com/ros2/ros2_documentation/blob/rolling/source/Tutorials/Beginner-Client-Libraries/Writing-A-Simple-Py-Publisher-And-Subscriber.rst
# (rclpy Node/Publisher/Timer pattern, including the current
# `with rclpy.init(): ...` + ExternalShutdownException idiom — t... | robium-ai/robium | archive/ros2/1.0.0/examples/package-ament-python/ros2_example_pkg/talker_node.py | .py | 19e7f6a63f2c2f39 | 7.48 | 8 |
"""Shared helpers for github-explore skill scripts.
All scripts in this directory import from _lib. Keep the surface small.
"""
from __future__ import annotations
import json
import os
import re
import subprocess
import sys
from dataclasses import dataclass
from datetime import datetime, timedelta
from typing import ... | MiniMax-AI/MiniMax-Code-Plugins | plugins/Fectivnfy112357/github-explore/skills/github-explore/scripts/_lib.py | .py | c14f49a0212ad226 | 7.42 | 6 |
#!/usr/bin/env python3
"""gh-discover: given a keyword, expand into related topics and find top repos in each.
Strategy:
1. Search repos matching the seed keyword.
2. Aggregate topics from the top results.
3. For each top topic, run a topic-scoped repo search.
4. Dedupe, score, group output by topic.
Examples... | MiniMax-AI/MiniMax-Code-Plugins | plugins/Fectivnfy112357/github-explore/skills/github-explore/scripts/discover.py | .py | 66393bd95c056930 | 7.42 | 6 |
#!/usr/bin/env python3
"""gh-find-repos: comprehensive repository search with smart filters.
By default, multi-word free-text queries are wrapped with `in:readme` for
much better conceptual recall (e.g. "self-hosted sso" → finds zitadel,
goauthentik/authentik instead of unrelated trip-planner repos). This
auto-wrappin... | MiniMax-AI/MiniMax-Code-Plugins | plugins/Fectivnfy112357/github-explore/skills/github-explore/scripts/find_repos.py | .py | 05ef2bf8cf8d7c22 | 7.42 | 6 |
#!/usr/bin/env python3
"""gh-find-similar: find repositories similar to a given one.
Strategy:
1. Get source repo's topics and primary language.
2. Search for repos matching the same topics.
3. Filter to same language, similar star tier, exclude forks/archived/self.
4. Rank by topic overlap + star proximity.
... | MiniMax-AI/MiniMax-Code-Plugins | plugins/Fectivnfy112357/github-explore/skills/github-explore/scripts/find_similar.py | .py | d6f51a7b2900a518 | 7.42 | 6 |
#!/usr/bin/env python3
"""gh-org-landscape: scan an entire GitHub org and group repos by status/topic.
Examples:
python org_landscape.py vercel --group-by language
python org_landscape.py langchain-ai --group-by activity --include-archived
python org_landscape.py microsoft --group-by topic --min-stars 100 --form... | MiniMax-AI/MiniMax-Code-Plugins | plugins/Fectivnfy112357/github-explore/skills/github-explore/scripts/org_landscape.py | .py | e9eac95f9592df85 | 7.42 | 6 |
#!/usr/bin/env python3
"""Stdin-to-stdout credential redactor.
Use when piping raw `gh` command output (stderr merged via `2>&1`) into
the agent transcript:
gh <cmd> 2>&1 | python scripts/redact_stderr.py
The agent runs `gh` directly via the Bash tool, so the Python wrapper in
_lib is not on the path for those c... | MiniMax-AI/MiniMax-Code-Plugins | plugins/Fectivnfy112357/github-explore/skills/github-explore/scripts/redact_stderr.py | .py | 0acdaad6e7907ddf | 7.42 | 6 |
"""Shared test fixtures for the github-explore test suite.
Importing from this module keeps fake subprocess results in one place, so
the shape of `subprocess.CompletedProcess` is defined exactly once.
"""
from __future__ import annotations
class FakeProc:
"""Minimal stand-in for `subprocess.CompletedProcess` in ... | MiniMax-AI/MiniMax-Code-Plugins | plugins/Fectivnfy112357/github-explore/skills/github-explore/scripts/tests/_fixtures.py | .py | d6724371b0f5bb6a | 7.92 | 6 |
"""Review point 2 (post-fix): raw `gh` command stderr piped through
scripts/redact_stderr.py is redacted before reaching the agent transcript.
"""
import io
import os
import subprocess
import sys
import unittest
HERE = os.path.dirname(os.path.abspath(__file__))
SCRIPTS = os.path.dirname(HERE)
sys.path.insert(0, SCRIPT... | MiniMax-AI/MiniMax-Code-Plugins | plugins/Fectivnfy112357/github-explore/skills/github-explore/scripts/tests/test_redact_stderr.py | .py | 0bd4e06d44683104 | 7.92 | 6 |
"""Shared test fixtures for the searxng-search test suite."""
from __future__ import annotations
import urllib.error
class FakeResponse:
"""Minimal stand-in for the context manager returned by `urlopen`."""
def __init__(self, body: bytes = b"", status: int = 200) -> None:
self._body = body
s... | MiniMax-AI/MiniMax-Code-Plugins | plugins/Fectivnfy112357/searxng-search/skills/searxng-search/scripts/tests/_fixtures.py | .py | 49e3e68ac6c173ae | 7.92 | 6 |
"""Review point 4: on error, sensitive info that leaked into stderr is masked.
`redact_secrets` covers 5 credential shapes. `die` and `warn` route
through it before printing. We also assert the `Authorization: Basic`
header value is masked in error output.
P1 review round 2 (point 3): the exact-secret registry (`regi... | MiniMax-AI/MiniMax-Code-Plugins | plugins/Fectivnfy112357/searxng-search/skills/searxng-search/scripts/tests/test_redaction.py | .py | e624604ba072cd26 | 7.92 | 6 |
"""Review point 4: the configured `timeout` is passed through to the
HTTP opener. We mock `_build_opener` (returns an opener whose `.open`
is the call we inspect) so the timeout kwarg is observable.
"""
import os
import sys
import unittest
from unittest import mock
sys.path.insert(0, os.path.dirname(os.path.dirname(os... | MiniMax-AI/MiniMax-Code-Plugins | plugins/Fectivnfy112357/searxng-search/skills/searxng-search/scripts/tests/test_timeout.py | .py | fb8f23820afc9f67 | 7.92 | 6 |
#!/usr/bin/env python3
"""Parse Refworks/EndNote-style tagged exports (CNKI, Wanfang) to PaperDocument JSON.
Reads a .txt file of tagged records (one tag per line, e.g. "RT Journal
Article", "T1 Some title") and prints a JSON array of PaperDocuments:
{id, title, authors, year, venue, doi, url, abstract, source, retrie... | MiniMax-AI/MiniMax-Code-Plugins | plugins/Hylouis233/openscience/skills/cn-literature/scripts/parse_refworks.py | .py | 877ff2aba391e91e | 7.42 | 6 |
#!/usr/bin/env python3
"""Search the Wanfang Open Platform API and print PaperDocument JSON.
Credential comes from WANFANG_TOKEN; when missing, a structured
auth_missing error is printed instead of a traceback. Endpoint layout and
response fields follow the official docs (api.wanfangdata.com.cn); if the
upstream API c... | MiniMax-AI/MiniMax-Code-Plugins | plugins/Hylouis233/openscience/skills/cn-literature/scripts/wanfang_search.py | .py | 4fecde6293d956ff | 7.42 | 6 |
#!/usr/bin/env python3
"""Build an ASCII epidemic curve and summary stats from a case linelist CSV.
Pure stdlib. The linelist must contain an onset-date column (default
`onset_date`); an optional case-type column (default `case_type`) is used
for stratified counts. With --group-by and --population it also prints an
at... | MiniMax-AI/MiniMax-Code-Plugins | plugins/Hylouis233/openscience/skills/outbreak-analysis/scripts/epi_curve.py | .py | f1eecf15e08d634d | 7.42 | 6 |
#!/usr/bin/env python3
"""Search academic paper APIs and print unified PaperDocument JSON.
Providers: OpenAlex, Crossref, arXiv. On success prints a JSON array of
PaperDocuments; on failure prints one structured error object instead of
a traceback, so the calling agent can record it in a search manifest.
"""
import a... | MiniMax-AI/MiniMax-Code-Plugins | plugins/Hylouis233/openscience/skills/paper-search/scripts/search_papers.py | .py | 739b27e2a2cdebbf | 7.42 | 6 |
#!/usr/bin/env python3
"""Append one provenance entry to .openscience/provenance.jsonl.
Records what was produced, by which tool, in which environment.
Pure standard library; safe to run from any project root.
"""
import argparse
import hashlib
import json
import platform
import sys
from datetime import datetime, tim... | MiniMax-AI/MiniMax-Code-Plugins | plugins/Hylouis233/openscience/skills/provenance-record/scripts/record_run.py | .py | 860c86d7300df031 | 7.42 | 6 |
#!/usr/bin/env python3
"""Integrate SIR/SEIR compartment models with a hand-written RK4 solver.
Pure stdlib. Prints the daily time series of S/E/I/R plus the peak
infectious day and count, as JSON or CSV. These are deterministic
scenario projections, not forecasts; always report parameters with them.
"""
import argpa... | MiniMax-AI/MiniMax-Code-Plugins | plugins/Hylouis233/openscience/skills/seir-modeling/scripts/seir.py | .py | 5b61144f77f5209d | 7.42 | 6 |
"""Verify built distributions before they are smoke-tested or published.
Enforces the distribution contract against the artifacts that will actually be uploaded,
rather than against the sources they came from:
- the distribution directory holds exactly one wheel and one sdist per allowlisted
package and nothing els... | delbem-research/damicore | .github/scripts/verify_dist.py | .py | 69ab4d6d6bdc81b6 | 7.42 | 6 |
"""Smoke an environment built only from wheels.
Runs under the target interpreter of a clean virtual environment, so it may import nothing
beyond the standard library and the installed ``damicore`` distributions. It never imports
from the checkout: the only thing this file contributes is the check itself.
``--package... | delbem-research/damicore | .github/scripts/wheel_smoke.py | .py | 26b441eb30d1683d | 7.42 | 6 |
from __future__ import annotations
import os
from typing import Literal
from pydantic import BaseModel, ConfigDict, Field, field_validator
class ResourceLimits(BaseModel):
"""The gates preflight applies before a run starts, sized for the exact 0.2 algorithm.
Raise one only after reading an ``estimate()``: ... | delbem-research/damicore | packages/damicore/src/damicore/config.py | .py | 3ccc52c673cd1251 | 7.42 | 6 |
from __future__ import annotations
import re
def _default_code(name: str) -> str:
words = re.sub(r"(.)([A-Z][a-z]+)", r"\1_\2", name)
return re.sub(r"([a-z0-9])([A-Z])", r"\1_\2", words).lower()
class DamicoreError(Exception):
"""Base class of every public DAMICORE failure, and the only one worth catch... | delbem-research/damicore | packages/damicore/src/damicore/errors.py | .py | a116e68f99263a2e | 7.42 | 6 |
from __future__ import annotations
import logging
import platform
import time
import zlib
from datetime import UTC, datetime
from importlib.metadata import PackageNotFoundError, version
from pathlib import Path
from typing import Any
from damicore.errors import ArtifactValidationError, CheckpointMismatchError
from da... | delbem-research/damicore | packages/damicore/src/damicore/pipeline.py | .py | 8e1382408993e8ab | 7.42 | 6 |
from __future__ import annotations
import hashlib
import os
import tempfile
from dataclasses import dataclass
from pathlib import Path, PurePosixPath
from typing import Literal
import pandas as pd
from damicore_distance import DistanceMatrixView
from pydantic import BaseModel, ConfigDict, Field, ValidationError
from... | delbem-research/damicore | packages/damicore/src/damicore/result.py | .py | 393384515b2f0449 | 7.42 | 6 |
import json
import os
import subprocess
import sys
from importlib import metadata
from pathlib import Path
from typing import Any, cast
import pytest
from damicore import DamicoreResult
from damicore.cli import _parser, main
pytestmark = pytest.mark.unit
def _csv(tmp_path: Path) -> Path:
path = tmp_path / "inp... | delbem-research/damicore | packages/damicore/tests/test_cli.py | .py | bd8f02161aea86d4 | 7.92 | 6 |
"""Guards that back the public contracts: the CLI exit-status table, the configuration
bounds, the preflight input checks, and the manifest's own narrowing helpers."""
import json
import os
from importlib import import_module
from pathlib import Path
import pytest
from damicore_normalizer import NormalizerError
from... | delbem-research/damicore | packages/damicore/tests/test_contract_guards.py | .py | f4d34af00de0f959 | 7.92 | 6 |
"""The public failure contract, which this module is the source of truth for.
One rule holds for every public exception: ``code`` is the class name in snake_case, and
``input_drift`` is the version 0.2 exception to it. That rule is what callers and the CLI's
JSON error envelope depend on, so it is asserted here as a r... | delbem-research/damicore | packages/damicore/tests/test_error_contract.py | .py | 9959d46f0b1ee9e8 | 7.92 | 6 |
"""The source axis as the orchestrator exposes it: run, estimate, run identity, and the CLI.
The stage suites prove what each source produces. What is proved here is that the choice of
source reaches every surface that depends on it -- the resource projection, the run manifest,
the configuration hash that names a run ... | delbem-research/damicore | packages/damicore/tests/test_object_sources.py | .py | 796b4683bcb34523 | 7.92 | 6 |
import csv
import json
import os
from collections.abc import Callable
from pathlib import Path
from typing import IO, Any, cast
import pytest
from pydantic import ValidationError
import damicore_clusterizer.api as api
import damicore_clusterizer.artifacts as artifacts
import damicore_clusterizer.tree_graph as tree_gr... | delbem-research/damicore | packages/damicore_clusterizer/tests/test_clusterizer.py | .py | a71ee9c14fbd4d88 | 7.92 | 6 |
from __future__ import annotations
class DistanceError(Exception):
"""Base error raised by the standalone distance package.
``code`` is the stable machine-readable identifier a caller branches on, and it is part of
this package's contract rather than a message detail: the orchestrator keys its own public... | delbem-research/damicore | packages/damicore_distance/src/damicore_distance/errors.py | .py | 9129fb6a0c946918 | 7.42 | 6 |
from __future__ import annotations
from collections.abc import Callable
from pathlib import Path
from typing import TYPE_CHECKING, Any
import numpy as np
from pydantic import BaseModel, ConfigDict, Field
from damicore_distance.errors import DistanceError
if TYPE_CHECKING:
import pandas as pd
# pandas backs onl... | delbem-research/damicore | packages/damicore_distance/src/damicore_distance/matrix.py | .py | 2df50062d1aecacd | 7.42 | 6 |
"""Hypothesis properties for the compressor and the NCD matrix.
The example-based suite in ``test_distance.py`` pins named scenarios. These properties cover
the two things a fixed example cannot: that the streaming, chunked, file-backed compressor
agrees with a direct in-memory one for arbitrary payloads and chunk bou... | delbem-research/damicore | packages/damicore_distance/tests/test_ncd_properties.py | .py | 0d82119cef1216db | 7.92 | 6 |
from __future__ import annotations
import hashlib
import json
import os
import tempfile
from collections.abc import Sequence
from pathlib import Path
from typing import cast
from damicore_normalizer.config import (
DelimitedSource,
FileCorpusSource,
NormalizationConfig,
SpreadsheetSource,
)
from damic... | delbem-research/damicore | packages/damicore_normalizer/src/damicore_normalizer/api.py | .py | 24548be3811d3d8a | 7.42 | 6 |
from __future__ import annotations
import codecs
from typing import Annotated, Literal
from pydantic import BaseModel, ConfigDict, Field, field_validator
class DelimitedSource(BaseModel):
"""Split one delimited-text file. Any single character is a delimiter, so `.csv`,
`.tsv`, and `.txt` are the same source... | delbem-research/damicore | packages/damicore_normalizer/src/damicore_normalizer/config.py | .py | 62d7f2d455beff07 | 7.42 | 6 |
from __future__ import annotations
import codecs
import csv
from collections.abc import Generator, Iterator
from contextlib import contextmanager
from pathlib import Path
import pandas as pd
from damicore_normalizer.config import DelimitedSource
from damicore_normalizer.errors import NormalizerError
from damicore_no... | delbem-research/damicore | packages/damicore_normalizer/src/damicore_normalizer/delimited_reader.py | .py | 089d8c04c1e99cdb | 7.42 | 6 |
from __future__ import annotations
class NormalizerError(Exception):
"""Base error raised by the standalone normalizer package.
``code`` is the stable machine-readable identifier a caller branches on; the orchestrator
maps it onto its own public class, so it is part of this package's contract rather than... | delbem-research/damicore | packages/damicore_normalizer/src/damicore_normalizer/errors.py | .py | d4ca613a717802c1 | 7.42 | 6 |
from __future__ import annotations
import hashlib
import json
import os
import shutil
from collections.abc import Iterable, Sequence
from dataclasses import dataclass
from pathlib import Path
from damicore_normalizer.config import FileCorpusSource
from damicore_normalizer.errors import NormalizerError
from damicore_n... | delbem-research/damicore | packages/damicore_normalizer/src/damicore_normalizer/file_corpus.py | .py | d824e8513b6ff074 | 7.42 | 6 |
from __future__ import annotations
from pathlib import Path
from typing import Annotated, Literal, Self
from pydantic import BaseModel, ConfigDict, Field, field_validator, model_validator
class ObjectDescriptor(BaseModel):
model_config = ConfigDict(frozen=True, extra="forbid", strict=True)
object_id: str
... | delbem-research/damicore | packages/damicore_normalizer/src/damicore_normalizer/manifest.py | .py | b22d402d77fb54c2 | 7.42 | 6 |
#!/usr/bin/env python
"""Workspace > Scripts > Resolve AI Bridge > Bridge Status.
Prints what the bridge sees right now, without changing anything. Use this
first whenever an AI client says Resolve is offline.
"""
import json
import os
import time
HOME = os.path.expanduser(
os.environ.get("RESOLVE_AI_BRIDGE_HOME... | flamexnreal/davinci-resolve-ai-bridge-mcp | agent/menu/Bridge Status.py | .py | 5e99da18049c7ea0 | 7.62 | 16 |
#!/usr/bin/env python
"""Workspace > Scripts > Resolve AI Bridge > Start AI Bridge.
Copies the activation command to clipboard and explains the Py3 step.
"""
import os
import subprocess
import sys
HOME = os.path.expanduser(
os.environ.get("RESOLVE_AI_BRIDGE_HOME", "~/.resolve-ai-bridge")
)
PORTABLE_CMD = (
'... | flamexnreal/davinci-resolve-ai-bridge-mcp | agent/menu/Start AI Bridge.py | .py | 8e90916edc4260f2 | 7.62 | 16 |
"""Audio analysis and digital signal processing utilities for DaVinci Resolve AI Bridge."""
import math
import os
import shutil
import struct
import subprocess
import tempfile
import wave
from pathlib import Path
from typing import Any, Dict, List, Optional, Tuple
def get_audio_temp_dir() -> Path:
"""Return a te... | flamexnreal/davinci-resolve-ai-bridge-mcp | bridge/audio_analysis.py | .py | 324bca45a6a7bcf8 | 7.62 | 16 |
"""Direct attach transport: talk to DaVinci Resolve without a Console worker.
Resolve ships a native module (``fusionscript``) that lets a normal Python
process obtain the same API object the internal Console gets. When that works,
Resolve AI Bridge needs nothing pasted or clicked: open Resolve and the MCP
tools are l... | flamexnreal/davinci-resolve-ai-bridge-mcp | bridge/direct.py | .py | 733dde77eaa6a401 | 7.62 | 16 |
"""Frame capture and image utilities for DaVinci Resolve AI Bridge."""
import base64
import os
import shutil
import subprocess
import tempfile
import time
from pathlib import Path
from typing import Any, Dict, Optional, Tuple
def get_capture_dir() -> Path:
"""Return a temporary directory for frame dumps."""
... | flamexnreal/davinci-resolve-ai-bridge-mcp | bridge/frame_capture.py | .py | 3abe8097ad1ea03e | 7.62 | 16 |
"""Pick the best available route into DaVinci Resolve.
Two transports exist and they behave identically from the MCP server's point of
view:
``direct``
The MCP process attaches to a running Resolve through Blackmagic's native
scripting library. Nothing has to be pasted or clicked. This is the default
when... | flamexnreal/davinci-resolve-ai-bridge-mcp | bridge/transport.py | .py | ddb1de37a1c3186a | 7.62 | 16 |
#!/usr/bin/env python3
"""
backfill_links.py - Backfill paper note links to recommendation file.
This script is part of daily-papers-notes (Step 3).
Usage:
python3 backfill_links.py --recommendation YYYY-MM-DD-论文推荐.md
python3 backfill_links.py --recommendation YYYY-MM-DD-论文推荐.md --notes-dir 论文笔记
The script:
... | jing1tian/DailyPapers | .claude/skills/daily-papers-notes/backfill_links.py | .py | ec6c62014dca9faa | 7.52 | 10 |
#!/usr/bin/env python3
"""
update_history.py - Update the recommendation history file.
This script is part of daily-papers-review (Phase 6).
Usage:
python3 update_history.py --arxiv-ids ID1 ID2 ... --date YYYY-MM-DD
python3 update_history.py --from-enriched /tmp/daily_papers_enriched.json --date YYYY-MM-DD
... | jing1tian/DailyPapers | .claude/skills/daily-papers-review/update_history.py | .py | 19166712846575fa | 7.52 | 10 |
#!/usr/bin/env python3
"""Selectively download unreachable images in Obsidian markdown notes.
Usage:
python3 download_note_images.py <note.md>
For each external image link :
- Reachable (HTTP 200 within 10s) → keep as-is
- Unreachable → download to assets/ and replace with Obsidian wikilink... | jing1tian/DailyPapers | .claude/skills/daily-papers/download_note_images.py | .py | 738ed6bed7934da1 | 7.52 | 10 |
#!/usr/bin/env python3
"""Extract affiliations from PDF text (pdftotext -l 2 output via stdin).
Usage:
curl -sL "https://arxiv.org/pdf/{arxiv_id}" | pdftotext -l 2 - - | python3 extract_affiliations.py
Output:
{"affiliations": ["Tsinghua University", "UC Berkeley"]}
"""
import json
import re
import sys
# ──... | jing1tian/DailyPapers | .claude/skills/daily-papers/extract_affiliations.py | .py | 8cddc87deed964a1 | 7.52 | 10 |
#!/usr/bin/env python3
"""
论文笔记自动分类工具
根据论文 tags 和内容自动分类到对应目录，并同步更新 Zotero 分类
"""
import os
import csv
import re
import sys
import shutil
import sqlite3
from pathlib import Path
from typing import Any, Optional, Dict, List
_SHARED_DIR = Path(__file__).resolve().parents[2] / "_shared"
if str(_SHARED_DIR) not in sys.pat... | jing1tian/DailyPapers | .claude/skills/paper-reader/assets/reorganize_notes.py | .py | 00bd26098cd5b11f | 7.52 | 10 |
#!/usr/bin/env python3
"""
Zotero 数据库查询辅助脚本
用于 paper-reader skill 的 Zotero 集成
"""
import sqlite3
import os
import shutil
import argparse
import sys
from pathlib import Path
_SHARED_DIR = Path(__file__).resolve().parents[2] / "_shared"
if str(_SHARED_DIR) not in sys.path:
sys.path.insert(0, str(_SHARED_DIR))
from... | jing1tian/DailyPapers | .claude/skills/paper-reader/assets/zotero_helper.py | .py | 4520570e1d21c8bc | 7.52 | 10 |
"""Guard the examiner-facing artifact metadata against unsupported claims.
Every artifact module declares an ``__artifacts_v2__`` dict. Its ``name`` and
``description`` fields are not developer notes: they are rendered into the HTML
report, written into the LAVA manifest, and from there they get pasted into
examinatio... | abrignoni/DLEAPP | admin/scripts/check_claim_language.py | .py | 9fe720b02c558eb0 | 7.59 | 14 |
#!/usr/bin/env python3
"""Comments on pull requests that change artifact modules without test data.
Runs from .github/workflows/request_test_data.yml on pull_request_target, so
the copy of this script that executes is always the one on the base branch,
never the contributor's. The pull request's own code is fetched as... | abrignoni/DLEAPP | admin/scripts/check_pr_test_data.py | .py | 86ccf92bbeb996dc | 8.09 | 14 |
"""Fail CI only on pylint warnings a change actually introduces.
The lint job runs pylint over the files a pull request touches. Several long-lived
modules carry pre-existing warnings that are deliberate rather than fixable --
`ileapp.py` uses wildcard imports as its module architecture, `scripts/ilapfuncs.py`
re-expo... | abrignoni/DLEAPP | admin/scripts/lint_changed.py | .py | 0da2ac1078fcb6cd | 7.59 | 14 |
# pylint: disable=broad-exception-caught
"""Smoke test: every artifact module must import on the running Python.
Run across the supported Python versions in CI, this is the only check that a
change still parses and imports on the oldest one. Syntax accepted by a newer
interpreter is not always accepted by an older one... | abrignoni/DLEAPP | admin/test/scripts/test_artifact_imports.py | .py | 5836dc938a3efe44 | 8.09 | 14 |
"""Structural check: committed case files carry no machine-local paths.
The image manifest split (iLEAPP #2028) keeps machine-independent identity in
committed files and machine-specific locations in the git-ignored
admin/image_manifest.local.json. A case entry's make_data.input_data_path is
display text for the case ... | abrignoni/DLEAPP | admin/test/scripts/test_case_file_paths.py | .py | 79752c7533230a83 | 8.09 | 14 |
"""Prove the local-path checker still detects the defects it exists to detect.
check_report_local_paths.py reads artifact source and reports staged paths that reach
report output. It is itself a script and can rot. Two of its own rules were wrong before
they were right in the session that introduced it, and only a run... | abrignoni/DLEAPP | admin/test/scripts/test_check_report_local_paths.py | .py | abcde343f9cbde84 | 7.09 | 14 |
"""Prove the source_path checker still detects the defects it exists to detect.
check_source_path.py fails when an artifact returns a string constant where the
report expects real paths. The class had already been swept out of iLEAPP once
(PRs #2022 and #2024) and had come back in two sibling cores by the time it was
... | abrignoni/DLEAPP | admin/test/scripts/test_check_source_path.py | .py | 72ccf9f3060b79d6 | 8.09 | 14 |
"""The command line and GUI entry points must load on every supported Python.
The artifact import test covers scripts/, but the entry points themselves sat
outside any version-matrixed check, so a change to either could break on the
oldest supported Python and only surface when a user ran it.
The two are checked diff... | abrignoni/DLEAPP | admin/test/scripts/test_entry_points.py | .py | a6302f7b1f8739dc | 8.09 | 14 |
"""Guard the LAVA writer against artifact names that are hostile to SQL or to the filesystem.
The LAVA writer turns each artifact's data_headers into SQLite column names. Those
identifiers used to be interpolated into CREATE TABLE and INSERT statements unquoted, so
any header that sanitizes down to a reserved word ('F... | abrignoni/DLEAPP | admin/test/scripts/test_lava_sql_identifiers.py | .py | 7cf2266db9d20949 | 8.09 | 14 |
r"""Windows: open a SQLite database whose full path exceeds 260 characters.
Regression test for the case Mattia Epifani reported. On a Windows output path
over MAX_PATH (260), each core's main prepends the extended-length prefix \\?\
to the output, so the seeker hands artifacts a path like \\?\D:\...\telephony.db.
Man... | abrignoni/DLEAPP | admin/test/scripts/test_sqlite_longpath_uri.py | .py | c95c84ff382be6c8 | 8.09 | 14 |
"""Tests for the Windows system artifacts migrated from WLEAPP."""
# pylint: disable=protected-access
import sqlite3
from datetime import datetime, timezone
from scripts.artifacts import windowsSystem
class _Context:
def __init__(self, files):
self._files = files
def get_files_found(self):
... | abrignoni/DLEAPP | admin/test/scripts/test_windows_system.py | .py | 64a95afafa5af738 | 8.09 | 14 |
"""Output folder path resolution and availability checks."""
import os
from datetime import datetime
from leapp_functions.app.platform import validate_filename
from scripts.version_info import leapp_name
def default_output_folder_name():
'''Return the default report subfolder name for a new run.'''
currentt... | abrignoni/DLEAPP | leapp_functions/app/output.py | .py | d8193d3ad10657d4 | 7.59 | 14 |
"""Cross-platform filename and path string safety utilities."""
import re
ILLEGAL_FILENAME_CHARS = {
'\\': '\\ backslash',
'/': '/ forward slash',
'*': '* asterisk',
'?': '? question mark',
':': ': colon',
'"': '" double quote',
'<': '< less than',
'>': '> greater than',
'|': '| pi... | abrignoni/DLEAPP | leapp_functions/app/platform.py | .py | eb48a39201568d27 | 7.59 | 14 |
"""LiveKit Agents + SupafoneLabs: chat-context append on session events.
pip install supafone-labs[all] livekit-agents
"""
import asyncio
from livekit.agents import AgentSession
import supafone_labs
brain = supafone_labs.SupafoneLabs(provider="livekit", scenario="support", mode="return")
def attach_second_min... | samthedataman/supafone-labs | examples/livekit_agent.py | .py | 0aff881e6eb0d33c | 7.45 | 7 |
"""Pipecat + SupafoneLabs: an observer that appends context frames.
You own the pipeline, so the whisper is an LLMMessagesAppendFrame pushed before
the next model turn (run_llm=False — the whisper never forces a turn).
pip install supafone-labs[all] pipecat-ai
"""
from pipecat.frames.frames import LLMMessagesAppe... | samthedataman/supafone-labs | examples/pipecat_pipeline.py | .py | f16d57f5e48b9239 | 7.45 | 7 |
"""Ultravox end-to-end: one line to supercharge an agent, run with no API key.
python examples/ultravox_end_to_end.py
"""
import asyncio
import supafone_labs
class FakeUltravoxAgent:
"""Stand-in for a real Ultravox agent. provider_name drives auto-detection;
inject() is what SupafoneLabs calls to silent... | samthedataman/supafone-labs | examples/ultravox_end_to_end.py | .py | 0688f58e566cf4fe | 7.45 | 7 |
"""Runtime settings (env-driven). Latest Claude defaults; never holds secrets."""
from __future__ import annotations
import os
from pydantic import BaseModel
DEFAULT_ORACLE_MODEL = "claude-haiku-4-5-20251001"
DEFAULT_CRITIC_MODEL = "claude-sonnet-4-6"
# Bootstrap/offline FALLBACK only — the live source of truth is
... | samthedataman/supafone-labs | src/supafone_labs/config.py | .py | b4c9c0f09ea5fe7f | 7.45 | 7 |
"""LLM provider contract + a deterministic fake + a lazy Anthropic provider."""
from __future__ import annotations
import os
from typing import Any, Protocol, runtime_checkable
_DEFAULT_BELIEF = (
'{"caller_identity":"new_lead","case_type":"auto_accident","emotional_state":"distressed",'
'"intent":"fresh_inju... | samthedataman/supafone-labs | src/supafone_labs/llm/base.py | .py | 64f78ddea127c009 | 7.45 | 7 |
"""LLMProvider backed by the OpenAI SDK (imported lazily)."""
from __future__ import annotations
import os
from typing import Any
class OpenAIProvider:
"""Chat-completions provider using the OpenAI SDK; imported only when used.
`base_url` makes this serve any OpenAI-compatible vendor — xAI's Grok API
is... | samthedataman/supafone-labs | src/supafone_labs/llm/openai_provider.py | .py | 90de712b2c187cb9 | 7.45 | 7 |
"""Provider resolution: explicit by name, or auto by tier and available keys.
Auto order:
1. ``SUPAFONE_LABS_API_KEY`` set -> HostedLLMProvider (pro tier, Supafone Labs' keys)
2. ``ANTHROPIC_API_KEY`` set -> AnthropicProvider (free tier, your key)
3. ``OPENAI_API_KEY`` set -> OpenAIProvider (free tier, your ke... | samthedataman/supafone-labs | src/supafone_labs/llm/registry.py | .py | f73bbc76b1615d2c | 7.45 | 7 |
"""BeliefStateEngine — the oracle's perception core (LLM over the canonical transcript)."""
from __future__ import annotations
from typing import Optional
from supafone_labs._json import loads_tolerant
from supafone_labs.config import Settings, get_settings
from supafone_labs.llm.base import LLMProvider
from supafone... | samthedataman/supafone-labs | src/supafone_labs/oracle/belief_state.py | .py | 83225eef1001686c | 7.45 | 7 |
"""OracleWorkflow — a runtime WorkflowDefinition that drains oracle directives (no LLM call)."""
from __future__ import annotations
from typing import Optional
from supafone_labs.oracle.session import OracleSession
from supafone_labs.runtime.core.decision import RuntimeDecision
from supafone_labs.runtime.core.events ... | samthedataman/supafone-labs | src/supafone_labs/oracle/policy.py | .py | 3a900db905b3b953 | 7.45 | 7 |
"""OracleSession — the off-hot-path supervisor. Time-bounded, degrade-safe."""
from __future__ import annotations
import asyncio
import inspect
from collections.abc import Awaitable, Callable, Mapping
from typing import Any, Optional
from supafone_labs.config import Settings, get_settings
from supafone_labs.llm.base ... | samthedataman/supafone-labs | src/supafone_labs/oracle/session.py | .py | 32b979e209e209d2 | 7.45 | 7 |
"""Adapter and decoder construction from a Time-MMD model config."""
import torch
from examples.time_mmd.configs.model import ModelConfig
from tsfmx.decoder import MultimodalDecoder, MultimodalDecoderConfig
from tsfmx.tsfm.base import TsfmAdapter
from tsfmx.tsfm.chronos import Chronos2Adapter
from tsfmx.tsfm.timesfm ... | himura467/tsfmx | examples/time_mmd/builders.py | .py | 33c9f856e3671bda | 7.42 | 6 |
"""Domain-specific column configuration for Time-MMD dataset."""
from __future__ import annotations
from dataclasses import dataclass, field
from typing import Any
@dataclass
class DomainColumnConfig:
"""Configuration for columns in a specific domain's dataset.
Attributes:
start_date_col: Column na... | himura467/tsfmx | examples/time_mmd/configs/domain_columns.py | .py | bc7ab89524a3ad55 | 7.42 | 6 |
"""Model configuration for Time-MMD dataset."""
from __future__ import annotations
from dataclasses import dataclass, field
from pathlib import Path
from typing import Literal
from tsfmx.utils.yaml import load_yaml
@dataclass
class AdapterConfig:
"""Configuration for the time series foundation model adapter.""... | himura467/tsfmx | examples/time_mmd/configs/model.py | .py | 6c4275a10031af23 | 7.42 | 6 |
"""Cross-validation utilities for Time-MMD dataset."""
from dataclasses import dataclass, field
from pathlib import Path
from typing import Literal
from torch.utils.data import ConcatDataset, Dataset
from tsfmx.data.dataset import PreprocessedDataset
from tsfmx.data.preprocess import PreprocessPipeline
from tsfmx.ty... | himura467/tsfmx | examples/time_mmd/cross_validation.py | .py | 5415e1bb0c6a2ced | 7.42 | 6 |
#!/usr/bin/env python3
"""Pre-compute and cache text embeddings for all Time-MMD domains.
Text embeddings must be cached before training or evaluation.
This script iterates over every domain in the dataset, runs the text encoder once, and
persists the results as pickle files so that training scripts can load them with... | himura467/tsfmx | scripts/cache_time_mmd_datasets.py | .py | 98188fbfbfbc9b62 | 7.42 | 6 |
#!/usr/bin/env python3
"""Measure how much sample-specific signal survives the text encoder and the fusion projection."""
import argparse
import json
from pathlib import Path
import numpy as np
import torch
from torch.utils.data import DataLoader
from examples.time_mmd.builders import build_decoder
from examples.tim... | himura467/tsfmx | scripts/diagnose_time_mmd_text_fusion.py | .py | 3b2b445bc96ad7db | 7.42 | 6 |
#!/usr/bin/env python3
"""Evaluate a tsfmx checkpoint on Time-MMD test splits under text ablations and write results to JSON."""
import argparse
import json
from pathlib import Path
import torch
from torch.utils.data import ConcatDataset
from examples.time_mmd.builders import build_decoder
from examples.time_mmd.con... | himura467/tsfmx | scripts/eval_time_mmd_text_ablation.py | .py | a716fe66c6ff4da2 | 7.42 | 6 |
#!/usr/bin/env python3
"""Split Time-MMD numerical data chronologically and duplicate textual data per split."""
import argparse
import shutil
from pathlib import Path
from typing import Literal, get_args
import pandas as pd
from examples.time_mmd.configs.domain_columns import DEFAULT_TIME_MMD_CONFIGS
from examples.... | himura467/tsfmx | scripts/split_time_mmd_datasets.py | .py | b39d04ef354062a6 | 7.42 | 6 |
"""Text ablations for measuring how much a trained model relies on text."""
from __future__ import annotations
from collections.abc import Sized
from typing import TYPE_CHECKING, Literal, cast
import numpy as np
from torch.utils.data import Dataset
from typing_extensions import override
from tsfmx.types import Prep... | himura467/tsfmx | src/tsfmx/ablation.py | .py | fa7f0f7d88baef94 | 7.42 | 6 |
"""Collate functions for DataLoader batching."""
from typing import Callable
import numpy as np
import torch
from tsfmx.types import Batch, PreprocessedSample, TrainingMode
def _build_batch(batch: list[PreprocessedSample]) -> Batch:
context = torch.from_numpy(np.stack([s["context"] for s in batch]))
horizo... | himura467/tsfmx | src/tsfmx/data/collate.py | .py | 700e934c1f6c9e83 | 7.42 | 6 |
"""Dataset classes for multimodal time series."""
from abc import ABC, abstractmethod
from torch.utils.data import Dataset
from typing_extensions import override
from tsfmx.types import PreprocessedSample, RawSample, TrainingMode
class MultimodalDatasetBase(Dataset[RawSample], ABC):
"""Abstract base class for ... | himura467/tsfmx | src/tsfmx/data/dataset.py | .py | beddf773ab283978 | 7.42 | 6 |
"""Preprocessing pipeline for multimodal and baseline datasets."""
import pickle
from pathlib import Path
from typing import Callable
import torch
from tsfmx.data.dataset import MultimodalDatasetBase
from tsfmx.text_encoder.base import TextEncoderBase
from tsfmx.types import PreprocessedSample
from tsfmx.utils.loggi... | himura467/tsfmx | src/tsfmx/data/preprocess.py | .py | 8ca69978a19b10bf | 7.42 | 6 |
"""Multimodal decoder for time series forecasting with text fusion."""
from dataclasses import dataclass, field
from pathlib import Path
from typing import Any
from typing_extensions import override
import torch
from torch import nn
from tsfmx.fusion import MultimodalFusion
from tsfmx.tsfm.base import TsfmAdapter
f... | himura467/tsfmx | src/tsfmx/decoder.py | .py | 4ef0a5235190c703 | 7.42 | 6 |
"""Evaluator for multimodal decoder models."""
import torch
from torch.utils.data import DataLoader
from tsfmx.decoder import MultimodalDecoder
from tsfmx.types import Batch, EvaluationMetrics
class MultimodalEvaluator:
"""Computes evaluation metrics for a multimodal decoder.
Passes `text_embeddings` to th... | himura467/tsfmx | src/tsfmx/evaluator.py | .py | 10dc4358303f9ebe | 7.42 | 6 |
"""Multimodal fusion mechanism for combining time series and text embeddings."""
import torch
from torch import nn
from typing_extensions import override
class MultimodalFusion(nn.Module):
"""Addition-based fusion of time series and text embeddings.
Projects text_embeddings to ts_embedding_dims, then adds e... | himura467/tsfmx | src/tsfmx/fusion.py | .py | 1ce602f477dbca0f | 7.42 | 6 |
# Adapted from https://github.com/huggingface/transformers/blob/main/src/transformers/optimization.py
"""PyTorch optimization utilities for multimodal time series forecasting."""
import math
from functools import partial
from torch.optim import Optimizer
from torch.optim.lr_scheduler import LambdaLR, LRScheduler
de... | himura467/tsfmx | src/tsfmx/optimization.py | .py | 59e0a4bb52d35e53 | 7.42 | 6 |
"""Abstract text encoder interface."""
from abc import ABC, abstractmethod
import numpy as np
import torch
from torch import nn
from typing_extensions import override
from tsfmx.utils.device import resolve_device
class TextEncoderBase(nn.Module, ABC):
"""Abstract base class for text encoders."""
def __ini... | himura467/tsfmx | src/tsfmx/text_encoder/base.py | .py | a40ad3df9e771fcd | 7.42 | 6 |
"""English text encoder using SentenceTransformer models."""
import numpy as np
import torch
from sentence_transformers import SentenceTransformer
from typing_extensions import override
from tsfmx.text_encoder.base import TextEncoderBase
class EnglishTextEncoder(TextEncoderBase):
"""Text encoder for English tex... | himura467/tsfmx | src/tsfmx/text_encoder/english.py | .py | 2f0f6d92df6d16bb | 7.42 | 6 |
"""Japanese text encoder using SentenceTransformer models."""
import numpy as np
import torch
from sentence_transformers import SentenceTransformer
from typing_extensions import override
from tsfmx.text_encoder.base import TextEncoderBase
class JapaneseTextEncoder(TextEncoderBase):
"""Text encoder for Japanese ... | himura467/tsfmx | src/tsfmx/text_encoder/japanese.py | .py | 926117bc241a1bbf | 7.42 | 6 |
# Adapted from https://github.com/huggingface/transformers/blob/main/src/transformers/training_args.py
"""Training arguments for multimodal time series forecasting."""
from __future__ import annotations
import math
from dataclasses import dataclass, field
from pathlib import Path
from typing import Literal
from tsfm... | himura467/tsfmx | src/tsfmx/training_args.py | .py | eae38d13b6659b44 | 7.42 | 6 |
"""Chronos adapters."""
from __future__ import annotations
from typing import cast
from typing_extensions import override
import torch
from chronos import Chronos2Model
from huggingface_hub import hf_hub_download
from safetensors.torch import load_file
from tsfmx.tsfm.base import PreprocessResult, TsfmAdapter
from... | himura467/tsfmx | src/tsfmx/tsfm/chronos.py | .py | 3709d373504ec824 | 7.42 | 6 |
"""TimesFM adapters."""
from __future__ import annotations
import torch
from huggingface_hub import hf_hub_download
from typing_extensions import override
from safetensors.torch import load_file
from timesfm.timesfm_2p5.timesfm_2p5_torch import TimesFM_2p5_200M_torch_module
from timesfm.torch.util import revin, updat... | himura467/tsfmx | src/tsfmx/tsfm/timesfm.py | .py | d987d86535381dad | 7.42 | 6 |
"""Device management utilities."""
import torch
def _default_device() -> torch.device:
"""Select the best available device in priority order: cuda -> mps -> cpu."""
if torch.cuda.is_available():
return torch.device("cuda")
if torch.backends.mps.is_available():
return torch.device("mps")
... | himura467/tsfmx | src/tsfmx/utils/device.py | .py | 3a1d5600e2a7af91 | 7.42 | 6 |
"""Visualization utilities for multimodal time series forecasting."""
from __future__ import annotations
from pathlib import Path
from typing import TYPE_CHECKING
import numpy as np
import numpy.typing as npt
import torch
from torch.utils.data import DataLoader
from tsfmx.decoder import MultimodalDecoder
from tsfmx... | himura467/tsfmx | src/tsfmx/visualizer.py | .py | b6555e8b2f5e7768 | 7.42 | 6 |
import json
import time
import chainlit as cl
from mcp import ClientSession
from src.llm.call_model import (
model_name,
call_ollama,
thread_renamed,
synthesize_results,
)
from src.utils.config import COMMANDS
from chainlit.types import ThreadDict
from typing import Dict, Optional, Any
from src.log.logg... | EliAbdiel/ollama-chat-application | main.py | .py | 160453b1b26c2070 | 7.54 | 11 |
import fitz
import base64
import asyncio
import chainlit as cl
from io import BytesIO
from pathlib import Path
from docx import Document
from ollama import AsyncClient, ChatResponse
from src.log.logger import setup_logger
from typing import Optional, Dict, Any, Set, AsyncIterator
from src.document.processor_config impo... | EliAbdiel/ollama-chat-application | src/document/document_processor.py | .py | 68193f2e56e23d21 | 7.54 | 11 |
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