File Size Overall
  • There are 60 files with 15,071 lines of code.
    • 2 very long files (3,732 lines of code)
    • 5 long files (3,551 lines of code)
    • 12 medium size files (3,767 lines of code)
    • 21 small files (3,039 lines of code)
    • 20 very small files (982 lines of code)
24% | 23% | 24% | 20% | 6%
Legend:
1001+
501-1000
201-500
101-200
1-100


explore: grouped by folders | grouped by size | sunburst | 3D view
File Size per Extension
1001+
501-1000
201-500
101-200
1-100
html100% | 0% | 0% | 0% | 0%
ipynb25% | 39% | 34% | 0% | 0%
py0% | 20% | 27% | 39% | 12%
File Size per Logical Decomposition
primary
1001+
501-1000
201-500
101-200
1-100
genai_processors24% | 15% | 20% | 29% | 9%
notebooks25% | 39% | 34% | 0% | 0%
Longest Files (Top 50)
File# lines# units
trace.tpl.html
in genai_processors/dev
2451 -
1281 -
processor.py
in genai_processors
899 81
719 -
693 -
content_api.py
in genai_processors
686 66
554 -
function_calling.py
in genai_processors/core
458 12
420 -
337 -
335 -
327 -
text.py
in genai_processors/core
324 8
transformers_model.py
in genai_processors/core
318 8
speech_to_text.py
in genai_processors/core
280 4
265 -
openrouter_model.py
in genai_processors/contrib
248 6
trace_file.py
in genai_processors/dev
238 15
realtime.py
in genai_processors/core
217 4
video.py
in genai_processors/core
192 5
latency.py
in genai_processors/dev
190 5
live_model.py
in genai_processors/core
185 2
vad.py
in genai_processors/core
175 6
ollama_model.py
in genai_processors/core
169 2
live_server.py
in genai_processors/dev
167 5
mime_types.py
in genai_processors
167 17
sql_cache.py
in genai_processors
166 5
drive.py
in genai_processors/core
159 9
genai_model.py
in genai_processors/core
155 5
window.py
in genai_processors/core
153 8
streams.py
in genai_processors
135 3
event_detection.py
in genai_processors/core
134 2
map_processor.py
in genai_processors
125 9
cache.py
in genai_processors
124 8
jinja_template.py
in genai_processors/core
113 11
trace.py
in genai_processors/dev
113 5
switch.py
in genai_processors
110 6
context.py
in genai_processors
104 9
rate_limit_audio.py
in genai_processors/core
102 4
langchain_model.py
in genai_processors/contrib
101 3
text_to_speech.py
in genai_processors/core
90 1
audio_io.py
in genai_processors/core
87 1
debug.py
in genai_processors
85 8
constrained_decoding.py
in genai_processors/core
78 4
adk.py
in genai_processors/core
75 2
tool_utils.py
in genai_processors
75 5
pdf.py
in genai_processors/core
68 5
mcp.py
in genai_processors
63 3
audio.py
in genai_processors/core
62 2
github.py
in genai_processors/core
54 3
Large Files That Change Often (Top 20)
To change a file, an AI coding agent (or a person) has to read it: these files are read the most for the changes in the past year (lines × changes).
File# lines≈ tokens
to read
# changes
(1y)
≈ lines edited
per change
lines read per
line changed
trace.tpl.html
in genai_processors/dev
2451 ~15k–50k 15 ~300 ~10
content_api.py
in genai_processors
686 ~3k–10k 32 ~50 ~15
processor.py
in genai_processors
899 ~5k–15k 16 ~70 ~10
function_calling.py
in genai_processors/core
458 ~3k–7k 30 ~70 ~7
719 ~5k–15k 5 ~150 ~5
trace_file.py
in genai_processors/dev
238 ~1.5k–5k 15 ~30 ~7
transformers_model.py
in genai_processors/core
318 ~2k–5k 9 ~70 ~5
1281 ~7k–20k 2 ~200 ~7
text.py
in genai_processors/core
324 ~2k–5k 7 ~50 ~7
realtime.py
in genai_processors/core
217 ~1.5k–5k 10 ~50 ~5
693 ~3k–10k 3 ~100 ~7
554 ~3k–10k 3 ~150 ~3
genai_model.py
in genai_processors/core
155 ~1k–3k 9 ~30 ~5
420 ~2k–7k 3 ~150 ~3
ollama_model.py
in genai_processors/core
169 ~1k–3k 6 ~30 ~5
335 ~2k–5k 3 ~30 ~7
mime_types.py
in genai_processors
167 ~1k–3k 6 ~30 ~5
sql_cache.py
in genai_processors
166 ~1k–3k 6 ~50 ~3
speech_to_text.py
in genai_processors/core
280 ~1.5k–5k 3 ~100 ~2
live_model.py
in genai_processors/core
185 ~1k–3k 4 ~50 ~3

Tokens are lines × 7 to 14 (analysis.fileReadsForChanges). Lines edited per change are the file's lines added and deleted divided by its commits over the whole history. Agents read about 2,000 lines at a time: when a 17,000-line file was split into modules, the tokens an agent read for the same change fell by 83% (The Economic Benefit of Refactoring, 2026).

Files With Most Units (Top 46)
File# lines# units
processor.py
in genai_processors
899 81
content_api.py
in genai_processors
686 66
mime_types.py
in genai_processors
167 17
trace_file.py
in genai_processors/dev
238 15
function_calling.py
in genai_processors/core
458 12
jinja_template.py
in genai_processors/core
113 11
drive.py
in genai_processors/core
159 9
map_processor.py
in genai_processors
125 9
context.py
in genai_processors
104 9
window.py
in genai_processors/core
153 8
text.py
in genai_processors/core
324 8
transformers_model.py
in genai_processors/core
318 8
cache.py
in genai_processors
124 8
debug.py
in genai_processors
85 8
vad.py
in genai_processors/core
175 6
openrouter_model.py
in genai_processors/contrib
248 6
switch.py
in genai_processors
110 6
genai_model.py
in genai_processors/core
155 5
pdf.py
in genai_processors/core
68 5
video.py
in genai_processors/core
192 5
sql_cache.py
in genai_processors
166 5
tool_utils.py
in genai_processors
75 5
latency.py
in genai_processors/dev
190 5
trace.py
in genai_processors/dev
113 5
live_server.py
in genai_processors/dev
167 5
rate_limit_audio.py
in genai_processors/core
102 4
realtime.py
in genai_processors/core
217 4
speech_to_text.py
in genai_processors/core
280 4
constrained_decoding.py
in genai_processors/core
78 4
streams.py
in genai_processors
135 3
github.py
in genai_processors/core
54 3
langchain_model.py
in genai_processors/contrib
101 3
mcp.py
in genai_processors
63 3
web.py
in genai_processors/core
33 2
adk.py
in genai_processors/core
75 2
event_detection.py
in genai_processors/core
134 2
live_model.py
in genai_processors/core
185 2
audio.py
in genai_processors/core
62 2
timestamp.py
in genai_processors/core
43 2
ollama_model.py
in genai_processors/core
169 2
speech_events.py
in genai_processors/core
19 2
cache_base.py
in genai_processors
32 2
preamble.py
in genai_processors/core
42 1
filesystem.py
in genai_processors/core
49 1
text_to_speech.py
in genai_processors/core
90 1
audio_io.py
in genai_processors/core
87 1
Files With Long Lines (Top 10)

There are 10 files with lines longer than 120 characters. In total, there are 52 long lines.

File# lines# units# long lines
trace.tpl.html
in genai_processors/dev
2451 - 22
337 - 4
335 - 4
554 - 4
719 - 4
1281 - 3
420 - 3
327 - 3
693 - 3
265 - 2
Correlations

File Size vs. Commits (all time): 60 points

genai_processors/core/constrained_decoding.py x: 4 commits (all time) y: 78 lines of code genai_processors/sql_cache.py x: 6 commits (all time) y: 166 lines of code genai_processors/content_api.py x: 40 commits (all time) y: 686 lines of code genai_processors/contrib/langchain_model.py x: 3 commits (all time) y: 101 lines of code genai_processors/core/adk.py x: 3 commits (all time) y: 75 lines of code genai_processors/core/audio.py x: 3 commits (all time) y: 62 lines of code genai_processors/core/event_detection.py x: 8 commits (all time) y: 134 lines of code genai_processors/core/function_calling.py x: 30 commits (all time) y: 458 lines of code genai_processors/core/genai_model.py x: 14 commits (all time) y: 155 lines of code genai_processors/core/jinja_template.py x: 8 commits (all time) y: 113 lines of code genai_processors/core/live_model.py x: 7 commits (all time) y: 185 lines of code genai_processors/core/ollama_model.py x: 14 commits (all time) y: 169 lines of code genai_processors/core/rate_limit_audio.py x: 4 commits (all time) y: 102 lines of code genai_processors/core/realtime.py x: 15 commits (all time) y: 217 lines of code genai_processors/core/speech_to_text.py x: 4 commits (all time) y: 280 lines of code genai_processors/core/timestamp.py x: 4 commits (all time) y: 43 lines of code genai_processors/core/transformers_model.py x: 9 commits (all time) y: 318 lines of code genai_processors/core/vad.py x: 2 commits (all time) y: 175 lines of code genai_processors/dev/trace_file.py x: 15 commits (all time) y: 238 lines of code genai_processors/context.py x: 6 commits (all time) y: 104 lines of code genai_processors/core/video.py x: 9 commits (all time) y: 192 lines of code genai_processors/map_processor.py x: 3 commits (all time) y: 125 lines of code genai_processors/processor.py x: 28 commits (all time) y: 899 lines of code genai_processors/streams.py x: 5 commits (all time) y: 135 lines of code genai_processors/switch.py x: 4 commits (all time) y: 110 lines of code genai_processors/tool_utils.py x: 5 commits (all time) y: 75 lines of code genai_processors/dev/latency.py x: 2 commits (all time) y: 190 lines of code genai_processors/__init__.py x: 13 commits (all time) y: 24 lines of code genai_processors/core/speech_events.py x: 1 commits (all time) y: 19 lines of code genai_processors/mime_types.py x: 9 commits (all time) y: 167 lines of code genai_processors/dev/live_server.py x: 1 commits (all time) y: 167 lines of code genai_processors/core/drive.py x: 5 commits (all time) y: 159 lines of code genai_processors/core/github.py x: 2 commits (all time) y: 54 lines of code genai_processors/core/preamble.py x: 3 commits (all time) y: 42 lines of code genai_processors/contrib/openrouter_model.py x: 3 commits (all time) y: 248 lines of code genai_processors/core/audio_io.py x: 5 commits (all time) y: 87 lines of code genai_processors/core/text.py x: 16 commits (all time) y: 324 lines of code genai_processors/core/text_to_speech.py x: 2 commits (all time) y: 90 lines of code genai_processors/core/window.py x: 11 commits (all time) y: 153 lines of code genai_processors/debug.py x: 6 commits (all time) y: 85 lines of code notebooks/live_processor_intro.ipynb x: 11 commits (all time) y: 335 lines of code notebooks/constrained_decoding.ipynb x: 4 commits (all time) y: 554 lines of code notebooks/content_api_intro.ipynb x: 11 commits (all time) y: 719 lines of code notebooks/create_your_own_processor.ipynb x: 8 commits (all time) y: 693 lines of code notebooks/drive_processors.ipynb x: 5 commits (all time) y: 337 lines of code notebooks/function_calling.ipynb x: 2 commits (all time) y: 265 lines of code notebooks/function_calling_with_gemma.ipynb x: 3 commits (all time) y: 420 lines of code notebooks/processor_intro.ipynb x: 9 commits (all time) y: 1281 lines of code notebooks/research_example.ipynb x: 5 commits (all time) y: 327 lines of code genai_processors/cache.py x: 12 commits (all time) y: 124 lines of code genai_processors/mcp.py x: 1 commits (all time) y: 63 lines of code genai_processors/dev/trace.tpl.html x: 15 commits (all time) y: 2451 lines of code genai_processors/dev/trace.py x: 5 commits (all time) y: 113 lines of code genai_processors/dev/__init__.py x: 1 commits (all time) y: 1 lines of code genai_processors/core/web.py x: 4 commits (all time) y: 33 lines of code genai_processors/cache_base.py x: 2 commits (all time) y: 32 lines of code
2451.0
lines of code
  min: 1.0
  average: 251.18
  25th percentile: 75.0
  median: 144.0
  75th percentile: 276.25
  max: 2451.0
0 40.0
commits (all time)
min: 1.0 | average: 7.28 | 25th percentile: 3.0 | median: 5.0 | 75th percentile: 9.0 | max: 40.0

File Size vs. Contributors (all time): 60 points

genai_processors/core/constrained_decoding.py x: 4 contributors (all time) y: 78 lines of code genai_processors/sql_cache.py x: 3 contributors (all time) y: 166 lines of code genai_processors/content_api.py x: 4 contributors (all time) y: 686 lines of code genai_processors/contrib/langchain_model.py x: 3 contributors (all time) y: 101 lines of code genai_processors/core/adk.py x: 2 contributors (all time) y: 75 lines of code genai_processors/core/audio.py x: 3 contributors (all time) y: 62 lines of code genai_processors/core/event_detection.py x: 3 contributors (all time) y: 134 lines of code genai_processors/core/function_calling.py x: 3 contributors (all time) y: 458 lines of code genai_processors/core/genai_model.py x: 4 contributors (all time) y: 155 lines of code genai_processors/core/jinja_template.py x: 3 contributors (all time) y: 113 lines of code genai_processors/core/live_model.py x: 3 contributors (all time) y: 185 lines of code genai_processors/core/ollama_model.py x: 4 contributors (all time) y: 169 lines of code genai_processors/core/realtime.py x: 3 contributors (all time) y: 217 lines of code genai_processors/core/speech_to_text.py x: 3 contributors (all time) y: 280 lines of code genai_processors/core/timestamp.py x: 3 contributors (all time) y: 43 lines of code genai_processors/core/transformers_model.py x: 3 contributors (all time) y: 318 lines of code genai_processors/core/vad.py x: 2 contributors (all time) y: 175 lines of code genai_processors/dev/trace_file.py x: 3 contributors (all time) y: 238 lines of code genai_processors/context.py x: 2 contributors (all time) y: 104 lines of code genai_processors/core/video.py x: 4 contributors (all time) y: 192 lines of code genai_processors/map_processor.py x: 1 contributors (all time) y: 125 lines of code genai_processors/processor.py x: 5 contributors (all time) y: 899 lines of code genai_processors/streams.py x: 2 contributors (all time) y: 135 lines of code genai_processors/switch.py x: 2 contributors (all time) y: 110 lines of code genai_processors/dev/latency.py x: 2 contributors (all time) y: 190 lines of code genai_processors/__init__.py x: 3 contributors (all time) y: 24 lines of code genai_processors/core/speech_events.py x: 1 contributors (all time) y: 19 lines of code genai_processors/dev/live_server.py x: 1 contributors (all time) y: 167 lines of code genai_processors/core/drive.py x: 2 contributors (all time) y: 159 lines of code genai_processors/core/github.py x: 2 contributors (all time) y: 54 lines of code genai_processors/core/preamble.py x: 2 contributors (all time) y: 42 lines of code genai_processors/contrib/openrouter_model.py x: 3 contributors (all time) y: 248 lines of code genai_processors/core/audio_io.py x: 3 contributors (all time) y: 87 lines of code genai_processors/core/text.py x: 4 contributors (all time) y: 324 lines of code genai_processors/core/text_to_speech.py x: 2 contributors (all time) y: 90 lines of code genai_processors/core/window.py x: 2 contributors (all time) y: 153 lines of code genai_processors/debug.py x: 2 contributors (all time) y: 85 lines of code notebooks/live_processor_intro.ipynb x: 3 contributors (all time) y: 335 lines of code notebooks/constrained_decoding.ipynb x: 2 contributors (all time) y: 554 lines of code notebooks/content_api_intro.ipynb x: 3 contributors (all time) y: 719 lines of code notebooks/create_your_own_processor.ipynb x: 3 contributors (all time) y: 693 lines of code notebooks/function_calling.ipynb x: 1 contributors (all time) y: 265 lines of code notebooks/function_calling_with_gemma.ipynb x: 2 contributors (all time) y: 420 lines of code notebooks/processor_intro.ipynb x: 3 contributors (all time) y: 1281 lines of code notebooks/research_example.ipynb x: 3 contributors (all time) y: 327 lines of code genai_processors/cache.py x: 2 contributors (all time) y: 124 lines of code genai_processors/mcp.py x: 1 contributors (all time) y: 63 lines of code genai_processors/dev/trace.tpl.html x: 2 contributors (all time) y: 2451 lines of code genai_processors/core/filesystem.py x: 1 contributors (all time) y: 49 lines of code genai_processors/dev/__init__.py x: 1 contributors (all time) y: 1 lines of code genai_processors/core/web.py x: 3 contributors (all time) y: 33 lines of code genai_processors/cache_base.py x: 1 contributors (all time) y: 32 lines of code
2451.0
lines of code
  min: 1.0
  average: 251.18
  25th percentile: 75.0
  median: 144.0
  75th percentile: 276.25
  max: 2451.0
0 5.0
contributors (all time)
min: 1.0 | average: 2.48 | 25th percentile: 2.0 | median: 3.0 | 75th percentile: 3.0 | max: 5.0

File Size vs. Commits (30 days): 1 points

genai_processors/core/constrained_decoding.py x: 1 commits (30d) y: 78 lines of code
78.0
lines of code
  min: 78.0
  average: 78.0
  25th percentile: 78.0
  median: 78.0
  75th percentile: 78.0
  max: 78.0
0 1.0
commits (30d)
min: 1.0 | average: 1.0 | 25th percentile: 1.0 | median: 1.0 | 75th percentile: 1.0 | max: 1.0

File Size vs. Contributors (30 days): 1 points

genai_processors/core/constrained_decoding.py x: 1 contributors (30d) y: 78 lines of code
78.0
lines of code
  min: 78.0
  average: 78.0
  25th percentile: 78.0
  median: 78.0
  75th percentile: 78.0
  max: 78.0
0 1.0
contributors (30d)
min: 1.0 | average: 1.0 | 25th percentile: 1.0 | median: 1.0 | 75th percentile: 1.0 | max: 1.0

File Size vs. Commits (90 days): 19 points

genai_processors/core/constrained_decoding.py x: 1 commits (90d) y: 78 lines of code genai_processors/sql_cache.py x: 1 commits (90d) y: 166 lines of code genai_processors/content_api.py x: 1 commits (90d) y: 686 lines of code genai_processors/contrib/langchain_model.py x: 1 commits (90d) y: 101 lines of code genai_processors/core/adk.py x: 1 commits (90d) y: 75 lines of code genai_processors/core/audio.py x: 1 commits (90d) y: 62 lines of code genai_processors/core/event_detection.py x: 1 commits (90d) y: 134 lines of code genai_processors/core/function_calling.py x: 1 commits (90d) y: 458 lines of code genai_processors/core/genai_model.py x: 1 commits (90d) y: 155 lines of code genai_processors/core/jinja_template.py x: 1 commits (90d) y: 113 lines of code genai_processors/core/live_model.py x: 1 commits (90d) y: 185 lines of code genai_processors/core/ollama_model.py x: 1 commits (90d) y: 169 lines of code genai_processors/core/realtime.py x: 1 commits (90d) y: 217 lines of code genai_processors/core/speech_to_text.py x: 1 commits (90d) y: 280 lines of code genai_processors/core/timestamp.py x: 1 commits (90d) y: 43 lines of code genai_processors/core/transformers_model.py x: 1 commits (90d) y: 318 lines of code genai_processors/core/vad.py x: 1 commits (90d) y: 175 lines of code genai_processors/dev/trace_file.py x: 1 commits (90d) y: 238 lines of code
686.0
lines of code
  min: 43.0
  average: 197.63
  25th percentile: 101.0
  median: 166.0
  75th percentile: 238.0
  max: 686.0
0 1.0
commits (90d)
min: 1.0 | average: 1.0 | 25th percentile: 1.0 | median: 1.0 | 75th percentile: 1.0 | max: 1.0

File Size vs. Contributors (90 days): 19 points

genai_processors/core/constrained_decoding.py x: 1 contributors (90d) y: 78 lines of code genai_processors/sql_cache.py x: 1 contributors (90d) y: 166 lines of code genai_processors/content_api.py x: 1 contributors (90d) y: 686 lines of code genai_processors/contrib/langchain_model.py x: 1 contributors (90d) y: 101 lines of code genai_processors/core/adk.py x: 1 contributors (90d) y: 75 lines of code genai_processors/core/audio.py x: 1 contributors (90d) y: 62 lines of code genai_processors/core/event_detection.py x: 1 contributors (90d) y: 134 lines of code genai_processors/core/function_calling.py x: 1 contributors (90d) y: 458 lines of code genai_processors/core/genai_model.py x: 1 contributors (90d) y: 155 lines of code genai_processors/core/jinja_template.py x: 1 contributors (90d) y: 113 lines of code genai_processors/core/live_model.py x: 1 contributors (90d) y: 185 lines of code genai_processors/core/ollama_model.py x: 1 contributors (90d) y: 169 lines of code genai_processors/core/realtime.py x: 1 contributors (90d) y: 217 lines of code genai_processors/core/speech_to_text.py x: 1 contributors (90d) y: 280 lines of code genai_processors/core/timestamp.py x: 1 contributors (90d) y: 43 lines of code genai_processors/core/transformers_model.py x: 1 contributors (90d) y: 318 lines of code genai_processors/core/vad.py x: 1 contributors (90d) y: 175 lines of code genai_processors/dev/trace_file.py x: 1 contributors (90d) y: 238 lines of code
686.0
lines of code
  min: 43.0
  average: 197.63
  25th percentile: 101.0
  median: 166.0
  75th percentile: 238.0
  max: 686.0
0 1.0
contributors (90d)
min: 1.0 | average: 1.0 | 25th percentile: 1.0 | median: 1.0 | 75th percentile: 1.0 | max: 1.0
About This Analysis
  • File size measurements show the distribution of size of files.
  • Files are classified in four categories based on their size (lines of code): 1-100 (very small files), 101-200 (small files), 201-500 (medium size files), 501-1000 (long files), 1001+(very long files).
  • It is a good practice to keep files small. Long files may become "bloaters", code that have increased to such gargantuan proportions that they are hard to work with.
Learn more...