6 Commits

Author SHA1 Message Date
Siddharth Balyan
f3006ebef9 refactor(tests): re-architect tests + fix CI failures (#5946)
* refactor: re-architect tests to mirror the codebase

* Update tests.yml

* fix: add missing tool_error imports after registry refactor

* fix(tests): replace patch.dict with monkeypatch to prevent env var leaks under xdist

patch.dict(os.environ) can leak TERMINAL_ENV across xdist workers,
causing test_code_execution tests to hit the Modal remote path.

* fix(tests): fix update_check and telegram xdist failures

- test_update_check: replace patch("hermes_cli.banner.os.getenv") with
  monkeypatch.setenv("HERMES_HOME") — banner.py no longer imports os
  directly, it uses get_hermes_home() from hermes_constants.

- test_telegram_conflict/approval_buttons: provide real exception classes
  for telegram.error mock (NetworkError, TimedOut, BadRequest) so the
  except clause in connect() doesn't fail with "catching classes that do
  not inherit from BaseException" when xdist pollutes sys.modules.

* fix(tests): accept unavailable_models kwarg in _prompt_model_selection mock
2026-04-07 17:19:07 -07:00
Teknium
d417ba2a48 feat: add route-aware pricing estimates (#1695)
Salvaged from PR #1563 by @kshitijk4poor. Cherry-picked with authorship preserved.

- Route-aware pricing architecture replacing static MODEL_PRICING + heuristics
- Canonical usage normalization (Anthropic/OpenAI/Codex API shapes)
- Cache-aware billing (separate cache_read/cache_write rates)
- Cost status tracking (estimated/included/unknown/actual)
- OpenRouter live pricing via models API
- Schema migration v4→v5 with billing metadata columns
- Removed speculative forward-looking entries
- Removed cost display from CLI status bar
- Threaded OpenRouter metadata pre-warm

Co-authored-by: kshitij <82637225+kshitijk4poor@users.noreply.github.com>
2026-03-17 03:44:44 -07:00
Teknium
00a0c56598 feat: add persistent CLI status bar and usage details (#1522)
Salvaged from PR #1104 by kshitijk4poor. Closes #683.

Adds a persistent status bar to the CLI showing model name, context
window usage with visual bar, estimated cost, and session duration.
Responsive layout degrades gracefully for narrow terminals.

Changes:
- agent/usage_pricing.py: shared pricing table, cost estimation with
  Decimal arithmetic, duration/token formatting helpers
- agent/insights.py: refactored to reuse usage_pricing (eliminates
  duplicate pricing table and formatting logic)
- cli.py: status bar with FormattedTextControl fragments, color-coded
  context thresholds (green/yellow/orange/red), enhanced /usage with
  cost breakdown, 1Hz idle refresh for status bar updates
- tests/test_cli_status_bar.py: status bar snapshot, width collapsing,
  usage report with/without pricing, zero-priced model handling
- tests/test_insights.py: verify zero-priced providers show as unknown

Salvage fixes:
- Resolved conflict with voice status bar (both coexist in layout)
- Import _format_context_length from hermes_cli.banner (moved since PR)

Co-authored-by: kshitijk4poor <kshitijk4poor@users.noreply.github.com>
2026-03-16 04:42:48 -07:00
teknium1
585f8528b2 fix: deep review — prefix matching, tool_calls extraction, query perf, serialization
Issues found and fixed during deep code path review:

1. CRITICAL: Prefix matching returned wrong prices for dated model names
   - 'gpt-4o-mini-2024-07-18' matched gpt-4o ($2.50) instead of gpt-4o-mini ($0.15)
   - Same for o3-mini→o3 (9x), gpt-4.1-mini→gpt-4.1 (5x), gpt-4.1-nano→gpt-4.1 (20x)
   - Fix: use longest-match-wins strategy instead of first-match
   - Removed dangerous key.startswith(bare) reverse matching

2. CRITICAL: Top Tools section was empty for CLI sessions
   - run_agent.py doesn't set tool_name on tool response messages (pre-existing)
   - Insights now also extracts tool names from tool_calls JSON on assistant
     messages, which IS populated for all sessions
   - Uses max() merge strategy to avoid double-counting between sources

3. SELECT * replaced with explicit column list
   - Skips system_prompt and model_config blobs (can be thousands of chars)
   - Reduces memory and I/O for large session counts

4. Sets in overview dict converted to sorted lists
   - models_with_pricing / models_without_pricing were Python sets
   - Sets aren't JSON-serializable — would crash json.dumps()

5. Negative duration guard
   - end > start check prevents negative durations from clock drift

6. Model breakdown sort fallback
   - When all tokens are 0, now sorts by session count instead of arbitrary order

7. Removed unused timedelta import

Added 6 new tests: dated model pricing (4), tool_calls JSON extraction,
JSON serialization safety. Total: 69 tests.
2026-03-06 14:50:57 -08:00
teknium1
75f523f5c0 fix: unknown/custom models get zero cost instead of fake estimates
Custom OAI endpoints, self-hosted models, and local inference should NOT
show fabricated cost estimates. Changed default pricing from $3/$12 per
million tokens to $0/$0 for unrecognized models.

- Added _has_known_pricing() to distinguish commercial vs custom models
- Models with known pricing show $ amounts; unknown models show 'N/A'
- Overview shows asterisk + note when some models lack pricing data
- Gateway format adds '(excludes custom/self-hosted models)' note
- Added 7 new tests for custom model cost handling
2026-03-06 14:18:19 -08:00
teknium1
b52b37ae64 feat: add /insights command with usage analytics and cost estimation
Inspired by Claude Code's /insights, adapted for Hermes Agent's multi-platform
architecture. Analyzes session history from state.db to produce comprehensive
usage insights.

Features:
- Overview stats: sessions, messages, tokens, estimated cost, active time
- Model breakdown: per-model sessions, tokens, and cost estimation
- Platform breakdown: CLI vs Telegram vs Discord etc. (unique to Hermes)
- Tool usage ranking: most-used tools with percentages
- Activity patterns: day-of-week chart, peak hours, streaks
- Notable sessions: longest, most messages, most tokens, most tool calls
- Cost estimation: real pricing data for 25+ models (OpenAI, Anthropic,
  DeepSeek, Google, Meta) with fuzzy model name matching
- Configurable time window: --days flag (default 30)
- Source filtering: --source flag to filter by platform

Three entry points:
- /insights slash command in CLI (supports --days and --source flags)
- /insights slash command in gateway (compact markdown format)
- hermes insights CLI subcommand (standalone)

Includes 56 tests covering pricing helpers, format helpers, empty DB,
populated DB with multi-platform data, filtering, formatting, and edge cases.
2026-03-06 14:04:59 -08:00