talos-session 0.8.0

JSONL-based session logging for Talos agent conversations
Documentation
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231
232
233
234
235
236
237
238
239
240
241
242
243
244
245
246
247
248
249
250
251
252
253
254
255
256
257
258
259
260
261
262
263
264
265
266
267
268
269
270
271
272
273
274
275
276
277
278
279
280
281
282
283
284
285
286
287
288
289
290
291
292
293
294
295
296
297
298
299
300
301
302
303
304
305
306
307
308
309
310
311
312
313
314
315
316
317
318
319
320
321
322
323
324
325
326
327
328
329
330
331
332
333
334
335
336
337
338
339
340
341
342
343
344
345
346
347
348
349
350
351
352
353
354
355
356
357
358
359
360
361
362
363
364
365
366
367
368
369
370
371
372
373
374
375
376
377
378
379
380
381
382
383
384
385
386
387
388
389
390
391
392
393
394
395
396
397
398
399
400
401
402
403
404
405
406
407
408
409
410
411
412
413
414
415
416
417
418
419
420
421
422
423
424
425
426
427
428
429
430
431
432
433
434
435
436
437
438
439
440
441
442
443
444
445
446
//! Transcript export service — format-neutral JSON and Markdown export.
//!
//! Reads session entries via the [`SessionStore`] abstraction, so both
//! `.jsonl` and `.tlog` sessions are supported transparently.

use crate::diagnostic::is_terminal_diagnostic_content;
use crate::{SessionEntry, SessionError, SessionMetadata, SessionStore};
use chrono::{DateTime, Utc};
use serde::{Deserialize, Serialize};
use std::path::Path;

/// A flattened transcript entry suitable for export.
///
/// Unlike [`SessionEntry`], this omits internal fields (`id`, `parent_id`)
/// and presents only the conversation-relevant data.
#[derive(Debug, Clone, Serialize, Deserialize)]
pub struct TranscriptEntry {
    /// The role of this entry: `"user"`, `"assistant"`, or `"system"`.
    pub role: String,

    /// The content of this entry.
    pub content: String,

    /// When this entry was created. `None` for entries without a timestamp.
    #[serde(skip_serializing_if = "Option::is_none")]
    pub timestamp: Option<DateTime<Utc>>,

    /// Optional metadata (provider, model, token count, etc.).
    #[serde(skip_serializing_if = "Option::is_none")]
    pub metadata: Option<SessionMetadata>,
}

impl From<&SessionEntry> for TranscriptEntry {
    fn from(entry: &SessionEntry) -> Self {
        let metadata = if entry.metadata.is_empty() {
            None
        } else {
            Some(entry.metadata.clone())
        };
        Self {
            role: entry.role.clone(),
            content: entry.content.clone(),
            timestamp: Some(entry.timestamp),
            metadata,
        }
    }
}

/// Export session entries as a structured JSON array.
///
/// Each element contains `role`, `content`, `timestamp`, and optionally `metadata`.
pub fn export_json(entries: &[SessionEntry]) -> Result<String, serde_json::Error> {
    let transcript: Vec<TranscriptEntry> = entries
        .iter()
        .filter(|entry| !is_terminal_diagnostic_content(&entry.content))
        .map(TranscriptEntry::from)
        .collect();
    serde_json::to_string_pretty(&transcript)
}

/// Export session entries as a human-readable Markdown transcript.
///
/// Format:
/// ```text
/// ## User
/// [content]
///
/// ## Assistant
/// [content]
///
/// ## System
/// [content]
/// ```
pub fn export_markdown(entries: &[SessionEntry]) -> String {
    export_markdown_filtered(entries, false)
}

#[allow(dead_code)]
pub fn export_markdown_with_thinking(entries: &[SessionEntry]) -> String {
    export_markdown_filtered(entries, true)
}

fn export_markdown_filtered(entries: &[SessionEntry], include_thinking: bool) -> String {
    if entries.is_empty() {
        return String::new();
    }

    let mut output = String::new();
    let mut first = true;
    for entry in entries
        .iter()
        .filter(|entry| !is_terminal_diagnostic_content(&entry.content))
    {
        if !first {
            output.push_str("\n\n");
        }
        first = false;

        if include_thinking
            && let Some(ref reasoning) = entry.metadata.reasoning
            && let Some(text) = talos_core::message::project_displayable_reasoning(reasoning)
        {
            output.push_str("## Thinking\n");
            for line in text.lines() {
                output.push_str(&format!("| {line}\n"));
            }
            output.push_str("\n\n");
        }

        let role_header = match entry.role.as_str() {
            "user" => "User",
            "assistant" => "Assistant",
            "system" => "System",
            other => other,
        };
        output.push_str(&format!("## {}\n{}", role_header, entry.content));
    }
    output.push('\n');
    output
}

/// Read a session file via the given store and return transcript entries.
///
/// Works with any [`SessionStore`] implementation, so both `.jsonl` and
/// `.tlog` sessions are supported.
pub fn read_transcript(
    store: &dyn SessionStore,
    file_path: &Path,
) -> Result<Vec<TranscriptEntry>, SessionError> {
    let entries = store.read_entries(file_path)?;
    Ok(entries
        .iter()
        .filter(|entry| !is_terminal_diagnostic_content(&entry.content))
        .map(TranscriptEntry::from)
        .collect())
}

#[cfg(test)]
mod tests {
    use super::*;
    use crate::SessionEntry;
    use crate::store::{CompactTextSessionStore, JsonlSessionStore};
    use chrono::Utc;
    use talos_core::message::{AssistantReasoning, ReasoningBlock};
    use uuid::Uuid;

    fn make_entry(role: &str, content: &str) -> SessionEntry {
        SessionEntry {
            id: Uuid::new_v4().to_string(),
            parent_id: None,
            timestamp: Utc::now(),
            role: role.into(),
            content: content.into(),
            metadata: SessionMetadata::default(),
        }
    }

    fn make_entry_with_metadata(role: &str, content: &str) -> SessionEntry {
        SessionEntry {
            id: Uuid::new_v4().to_string(),
            parent_id: None,
            timestamp: Utc::now(),
            role: role.into(),
            content: content.into(),
            metadata: SessionMetadata {
                turn_id: None,
                provider: Some("anthropic".into()),
                model: Some("claude-sonnet-4-20250514".into()),
                token_count: Some(42),
                working_directory: Some("/tmp/project".into()),
                reasoning: None,
                raw_content: None,
            },
        }
    }

    fn make_entry_with_reasoning(content: &str, reasoning_text: &str) -> SessionEntry {
        let mut entry = make_entry("assistant", content);
        entry.metadata.reasoning = Some(AssistantReasoning {
            provider: "fixture-provider".into(),
            model: "fixture-model".into(),
            blocks: vec![ReasoningBlock::Plain {
                text: reasoning_text.into(),
            }],
        });
        entry
    }

    // --- export_json tests ---

    #[test]
    fn export_json_produces_valid_json() {
        let entries = vec![
            make_entry("user", "Hello"),
            make_entry("assistant", "Hi there"),
        ];
        let json = export_json(&entries).expect("operation should succeed");
        // Should parse back as a JSON array.
        let parsed: Vec<serde_json::Value> =
            serde_json::from_str(&json).expect("operation should succeed");
        assert_eq!(parsed.len(), 2);
    }

    #[test]
    fn export_json_has_correct_fields() {
        let entries = vec![make_entry("user", "test content")];
        let json = export_json(&entries).expect("operation should succeed");
        let parsed: Vec<serde_json::Value> =
            serde_json::from_str(&json).expect("operation should succeed");

        let entry = &parsed[0];
        assert_eq!(entry["role"], "user");
        assert_eq!(entry["content"], "test content");
        assert!(entry.get("timestamp").is_some());
    }

    #[test]
    fn export_json_empty_produces_empty_array() {
        let entries: Vec<SessionEntry> = Vec::new();
        let json = export_json(&entries).expect("operation should succeed");
        assert_eq!(json, "[]");
    }

    #[test]
    fn export_json_preserves_metadata() {
        let entries = vec![make_entry_with_metadata("assistant", "response")];
        let json = export_json(&entries).expect("operation should succeed");
        let parsed: Vec<serde_json::Value> =
            serde_json::from_str(&json).expect("operation should succeed");

        let meta = &parsed[0]["metadata"];
        assert_eq!(meta["provider"], "anthropic");
        assert_eq!(meta["model"], "claude-sonnet-4-20250514");
        assert_eq!(meta["token_count"], 42);
        assert_eq!(meta["working_directory"], "/tmp/project");
    }

    #[test]
    fn export_json_omits_empty_metadata() {
        let entries = vec![make_entry("user", "no metadata")];
        let json = export_json(&entries).expect("operation should succeed");
        let parsed: Vec<serde_json::Value> =
            serde_json::from_str(&json).expect("operation should succeed");

        // metadata should be absent when empty
        assert!(parsed[0].get("metadata").is_none());
    }

    // --- export_markdown tests ---

    #[test]
    fn export_markdown_produces_role_headers() {
        let entries = vec![
            make_entry("user", "Hello"),
            make_entry("assistant", "Hi there"),
            make_entry("system", "Event"),
        ];
        let md = export_markdown(&entries);

        assert!(md.contains("## User"));
        assert!(md.contains("## Assistant"));
        assert!(md.contains("## System"));
    }

    #[test]
    fn export_markdown_contains_content() {
        let entries = vec![make_entry("user", "Hello, world!")];
        let md = export_markdown(&entries);
        assert!(md.contains("Hello, world!"));
    }

    #[test]
    fn export_markdown_empty_produces_empty_string() {
        let entries: Vec<SessionEntry> = Vec::new();
        let md = export_markdown(&entries);
        assert!(md.is_empty());
    }

    #[test]
    fn export_markdown_separates_entries() {
        let entries = vec![
            make_entry("user", "first"),
            make_entry("assistant", "second"),
        ];
        let md = export_markdown(&entries);
        // Second entry should be separated by blank lines
        assert!(md.contains("\n\n## Assistant"));
    }

    #[test]
    fn export_markdown_excludes_reasoning_and_derived_thinking_title_by_default() {
        let entries = vec![make_entry_with_reasoning(
            "Visible answer",
            "**Secret Title**\n\nreasoning about api_key=sk-leak",
        )];

        let md = export_markdown(&entries);

        assert!(md.contains("Visible answer"));
        assert!(!md.contains("## Thinking"));
        assert!(!md.contains("Secret Title"));
        assert!(!md.contains("reasoning about"));
        assert!(!md.contains("sk-leak"));
    }

    #[test]
    fn export_markdown_with_thinking_keeps_explicit_opt_in_behavior() {
        let entries = vec![make_entry_with_reasoning(
            "Visible answer",
            "**Section Title**\n\nreasoning details",
        )];

        let md = export_markdown_with_thinking(&entries);

        assert!(md.contains("## Thinking"));
        assert!(md.contains("**Section Title**"));
        assert!(md.contains("reasoning details"));
        assert!(md.contains("Visible answer"));
    }

    // --- read_transcript tests ---

    #[test]
    fn read_transcript_works_with_jsonl_store() {
        let dir = tempfile::tempdir().expect("operation should succeed");
        let path = dir.path().join("test.jsonl");

        let store = JsonlSessionStore;
        let entry = make_entry("user", "Hello from JSONL");
        store
            .append_entry(&path, &entry)
            .expect("operation should succeed");

        let transcript = read_transcript(&store, &path).expect("operation should succeed");
        assert_eq!(transcript.len(), 1);
        assert_eq!(transcript[0].role, "user");
        assert_eq!(transcript[0].content, "Hello from JSONL");
    }

    #[test]
    fn read_transcript_works_with_tlog_store() {
        let dir = tempfile::tempdir().expect("operation should succeed");
        let path = dir.path().join("test.tlog");

        let store = CompactTextSessionStore;
        let entry = make_entry("assistant", "Hello from TLOG");
        store
            .append_entry(&path, &entry)
            .expect("operation should succeed");

        let transcript = read_transcript(&store, &path).expect("operation should succeed");
        assert_eq!(transcript.len(), 1);
        assert_eq!(transcript[0].role, "assistant");
        assert_eq!(transcript[0].content, "Hello from TLOG");
    }

    #[test]
    fn read_transcript_empty_session() {
        let dir = tempfile::tempdir().expect("operation should succeed");
        let path = dir.path().join("empty.jsonl");

        let store = JsonlSessionStore;
        let transcript = read_transcript(&store, &path).expect("operation should succeed");
        assert!(transcript.is_empty());
    }

    #[test]
    fn read_transcript_multiple_entries() {
        let dir = tempfile::tempdir().expect("operation should succeed");
        let path = dir.path().join("multi.tlog");

        let store = CompactTextSessionStore;
        let entries = vec![
            make_entry("user", "Question"),
            make_entry("assistant", "Answer"),
            make_entry("system", "Event"),
        ];
        for e in &entries {
            store
                .append_entry(&path, e)
                .expect("operation should succeed");
        }

        let transcript = read_transcript(&store, &path).expect("operation should succeed");
        assert_eq!(transcript.len(), 3);
        assert_eq!(transcript[0].role, "user");
        assert_eq!(transcript[1].role, "assistant");
        assert_eq!(transcript[2].role, "system");
    }

    #[test]
    fn read_transcript_preserves_metadata() {
        let dir = tempfile::tempdir().expect("operation should succeed");
        let path = dir.path().join("meta.jsonl");

        let store = JsonlSessionStore;
        let entry = make_entry_with_metadata("assistant", "with metadata");
        store
            .append_entry(&path, &entry)
            .expect("operation should succeed");

        let transcript = read_transcript(&store, &path).expect("operation should succeed");
        assert_eq!(transcript.len(), 1);
        let meta = transcript[0]
            .metadata
            .as_ref()
            .expect("operation should succeed");
        assert_eq!(meta.provider, Some("anthropic".into()));
        assert_eq!(meta.model, Some("claude-sonnet-4-20250514".into()));
    }

    // --- round-trip tests ---

    #[test]
    fn export_json_round_trip() {
        let entries = vec![
            make_entry("user", "Hello"),
            make_entry_with_metadata("assistant", "Response"),
        ];
        let json = export_json(&entries).expect("operation should succeed");
        let parsed: Vec<TranscriptEntry> =
            serde_json::from_str(&json).expect("operation should succeed");

        assert_eq!(parsed.len(), 2);
        assert_eq!(parsed[0].role, "user");
        assert_eq!(parsed[0].content, "Hello");
        assert_eq!(parsed[1].role, "assistant");
        assert_eq!(parsed[1].content, "Response");
        assert!(parsed[1].metadata.is_some());
    }

    #[test]
    fn export_markdown_round_trip_readability() {
        let entries = vec![
            make_entry("user", "What is Rust?"),
            make_entry("assistant", "Rust is a systems programming language."),
        ];
        let md = export_markdown(&entries);

        // Should be human-readable
        assert!(md.contains("## User"));
        assert!(md.contains("What is Rust?"));
        assert!(md.contains("## Assistant"));
        assert!(md.contains("Rust is a systems programming language."));
    }
}