Pre-installed libraries
The AgentCore Code Interpreter comes with pre-installed libraries for both Python and Node.js. These libraries are available immediately without requiring additional installation.
Python libraries
The AgentCore Code Interpreter includes a comprehensive set of pre-installed Python libraries to support various data analysis, machine learning, and development tasks.
Data Analysis and Visualization
Data Analysis and Visualization libraries
| Library |
Description |
pandas | Data manipulation and analysis |
numpy | Numerical computing |
matplotlib | Plotting and visualization |
matplotlib-inline | Matplotlib backend for Jupyter |
matplotlib-venn | Venn diagram plotting |
plotly | Interactive visualizations |
bokeh | Interactive visualization library |
scipy | Scientific computing |
statsmodels | Statistical modeling |
sympy | Symbolic mathematics |
numba | Just-in-time compilation for numerical functions |
pyarrow | Columnar data processing |
numexpr | Fast numerical expression evaluator |
mizani | Scales for Python graphics |
contourpy | Contour line generation |
cycler | Composable style cycles |
fonttools | Font manipulation library |
kiwisolver | Constraint solver |
pyparsing | Parsing library |
python-dateutil | Date/time utilities |
pytz | Timezone definitions |
tzdata | Timezone data |
patsy | Statistical model specification |
threadpoolctl | Thread pool control |
joblib | Parallel computing utilities |
mpmath | Arbitrary-precision arithmetic |
llvmlite | LLVM binding for Numba |
Machine Learning and AI
Machine Learning and AI libraries
| Library |
Description |
scikit-learn | Machine learning algorithms |
scikit-image | Image processing |
torch | PyTorch deep learning framework |
torchvision | Computer vision for PyTorch |
torchaudio | Audio processing for PyTorch |
xgboost | Gradient boosting framework |
openai | OpenAI API client |
spacy | Natural language processing |
spacy-legacy | Legacy components for spaCy |
spacy-loggers | Logging utilities for spaCy |
nltk | Natural language toolkit |
textblob | Text processing |
catalogue | Tiny library for function registries |
confection | Configuration system |
cymem | Memory management for Cython |
murmurhash | Cython bindings for MurmurHash |
preshed | Cython hash tables |
srsly | Serialization utilities |
thinc | Machine learning library |
wasabi | Lightweight console printing |
weasel | Command-line interface for spaCy projects |
blis | BLAS-like linear algebra library |
langcodes | Language code utilities |
language_data | Language data for langcodes |
marisa-trie | Trie data structure |
absl-py | Abseil Python common libraries |
mcp | Model Context Protocol |
Mathematical and Optimization
Mathematical and Optimization libraries
| Library |
Description |
cvxpy | Convex optimization |
ortools | Operations research tools |
pulp | Linear programming |
galois | Galois field arithmetic |
z3-solver | Theorem prover |
python_constraint2 | Constraint satisfaction problems |
gapstatistics | Gap statistic for clustering |
oeis | Online Encyclopedia of Integer Sequences |
networkx | Network analysis |
igraph | Graph analysis and visualization |
Web and API Development
Web and API Development libraries
| Library |
Description |
requests | HTTP library |
beautifulsoup4 | Web scraping |
fastapi | Modern web framework |
Flask | Lightweight web framework |
Flask-Cors | Cross-origin resource sharing for Flask |
Flask-Login | User session management for Flask |
Django | Full-featured web framework |
httpx | Async HTTP client |
httpcore | HTTP core library |
starlette | ASGI framework |
uvicorn | ASGI server |
gunicorn | WSGI HTTP server |
Hypercorn | ASGI server |
asgiref | ASGI reference implementation |
Werkzeug | WSGI utility library |
Jinja2 | Template engine |
MarkupSafe | Safe string handling |
itsdangerous | Cryptographic signing |
blinker | Signal/event dispatching |
click-plugins | Click plugin system |
tornado | Web framework and async networking |
sqlparse | SQL parser |
greenlet | Lightweight coroutines |
aiosignal | Async signal dispatching |
anyio | Async compatibility layer |
certifi | Certificate bundle |
dnspython | DNS toolkit |
email_validator | Email validation |
frozenlist | Immutable list implementation |
h11 | HTTP/1.1 protocol implementation |
h2 | HTTP/2 protocol implementation |
hpack | HTTP/2 header compression |
httptools | Fast HTTP parsing |
hyperframe | HTTP/2 framing layer |
idna | Internationalized domain names |
multidict | Multi-value dictionary |
priority | HTTP/2 priority tree |
python-dotenv | Environment variable management |
python-multipart | Multipart form data parser |
shellingham | Shell detection library |
sniffio | Async library detection |
sse-starlette | Server-sent events for Starlette |
urllib3 | HTTP client library |
uvloop | Fast event loop for asyncio |
watchfiles | File watching library |
wsproto | WebSocket protocol implementation |
yarl | URL parsing library |
Cloud and Database
Cloud and Database libraries
| Library |
Description |
boto3 | AWS SDK for Python (boto3) |
duckdb | In-process SQL database |
SQLAlchemy | SQL toolkit and ORM |
pymongo | MongoDB driver |
redis | Redis client |
psycopg2-binary | PostgreSQL adapter |
File Processing and Documents
File Processing and Documents libraries
| Library |
Description |
openpyxl | Excel file processing |
xlrd | Excel file reading |
XlsxWriter | Excel file writing |
pyxlsb | Excel binary format reader |
et-xmlfile | XML file handling for openpyxl |
PyPDF2 | PDF processing |
pdfplumber | PDF text extraction |
pdf2image | PDF to image conversion |
pdfkit | HTML to PDF conversion |
pypdfium2 | PDF processing library |
pdfminer.six | PDF text extraction |
pdfrw | PDF reader/writer |
python-docx | Word document processing |
docx2txt | Word document text extraction |
reportlab | PDF generation |
fpdf | Simple PDF generation |
rarfile | RAR archive processing |
xml-python | XML processing |
svglib | SVG to PDF/bitmap conversion |
svgwrite | SVG creation library |
proglog | Progress logging |
lazy_loader | Lazy module loading |
Image and Media Processing libraries
| Library |
Description |
pillow | Image processing |
opencv-python | Computer vision |
imageio | Image I/O |
imageio-ffmpeg | FFmpeg plugin for imageio |
moviepy | Video editing |
ffmpeg-python | FFmpeg wrapper |
ffmpy | FFmpeg wrapper |
pydub | Audio manipulation |
gtts | Google Text-to-Speech |
mutagen | Audio metadata handling |
Wand | ImageMagick binding |
imgkit | HTML to image conversion |
pypng | PNG image processing |
PyWavelets | Wavelet transforms |
tifffile | TIFF file processing |
Development Tools and Utilities
Development Tools and Utilities libraries
| Library |
Description |
pydantic | Data validation using type hints |
pydantic-settings | Settings management for Pydantic |
pydantic_core | Core validation logic for Pydantic |
jsonschema | JSON schema validation |
PyYAML | YAML processing |
orjson | Fast JSON library |
ujson | Ultra fast JSON encoder/decoder |
click | Command line interface creation |
typer | Modern CLI framework |
tqdm | Progress bars |
loguru | Logging library |
rich | Rich text and beautiful formatting |
ipython | Interactive Python shell |
Faker | Fake data generation |
qrcode | QR code generation |
retrying | Retry decorator |
tenacity | Retry library |
backoff | Backoff and retry |
more_itertools | Additional iterator tools |
cryptography | Cryptographic recipes and primitives |
bcrypt | Password hashing |
PyNaCl | Networking and Cryptography library |
pyOpenSSL | OpenSSL wrapper |
cffi | C Foreign Function Interface |
pycparser | C parser in Python |
annotated-types | Reusable constraint types |
typing_extensions | Backported typing features |
typing_inspection | Runtime inspection of typing |
astor | AST to source code converter |
asttokens | Annotate AST with source tokens |
executing | Get currently executing AST node |
pure-eval | Safe evaluation of expressions |
stack-data | Extract data from stack frames |
decorator | Decorator utilities |
entrypoints | Discover entry points |
jedi | Code completion library |
parso | Python parser |
prompt_toolkit | Interactive command line toolkit |
traitlets | Configuration system |
wcwidth | Terminal width calculation |
Pygments | Syntax highlighting |
mdurl | URL utilities for Markdown |
texttable | Text table formatting |
xyzservices | Source of XYZ tile services |
attrs | Classes without boilerplate |
cachetools | Extensible memoizing collections |
cloudpathlib | Cloud storage path library |
cloudpickle | Pickle for cloud computing |
distro | Linux distribution information |
filelock | Platform independent file locking |
fsspec | Filesystem specification |
future | Python 2/3 compatibility |
httpx-sse | Server-sent events for HTTPX |
importlib_metadata | Library metadata access |
importlib_resources | Resource access for packages |
jsonschema-specifications | JSON Schema specifications |
packaging | Core utilities for Python packages |
pexpect | Expect-like subprocess control |
platformdirs | Platform-specific directories |
ptyprocess | Pseudoterminal utilities |
referencing | JSON reference resolution |
rpds-py | Persistent data structures |
six | Python 2/3 compatibility utilities |
smart-open | Utils for streaming large files |
zipp | Backport of pathlib-compatible object wrapper |
Text and Markup Processing
Text and Markup Processing libraries
| Library |
Description |
markdown-it-py | Markdown parser |
markdown2 | Markdown processor |
markdownify | HTML to Markdown converter |
lxml | XML and HTML processing |
cssselect2 | CSS selector implementation |
tinycss2 | CSS parser |
webencodings | Character encoding for web |
soupsieve | CSS selector library |
regex | Alternative regular expression module |
chardet | Character encoding detection |
charset-normalizer | Character encoding detection |
Geospatial and Mapping
Geospatial and Mapping libraries
| Library |
Description |
shapely | Geometric objects manipulation |
pyshp | Shapefile library |
branca | HTML/JS template library for maps |
Document Processing Support
Document Processing Support libraries
| Library |
Description |
python-pptx | Create and update PowerPoint (.pptx) files |
defusedxml | XML bomb protection for Python stdlib modules |
markitdown | Convert various file formats to Markdown |
xlwt | Write data and formatting information to Excel files |
odfpy | API for OpenDocument Format documents |
docx-mailmerge | Mail merge for Word documents |
docxcompose | Compose Word documents by concatenating/appending |
html5lib | Standards-compliant library for parsing and serializing HTML |
xmltodict | Convert XML to Python dictionaries |
tabula-py | Extract tables from PDF files |
pypandoc | Python wrapper for Pandoc document converter |
pypdf | Pure Python PDF library for splitting, merging, cropping |
For a complete list of all pre-installed Python libraries with their specific versions, you can run the following code in your Code Interpreter session:
import pkg_resources
installed_packages = [d for d in pkg_resources.working_set]
for package in sorted(installed_packages, key=lambda x: x.project_name.lower()):
print(f"{package.project_name}=={package.version}")
Node.js packages/libraries
The following Node.js packages/libraries are pre-installed in the AgentCore Code Interpreter environment.
Node.js packages/libraries
| Package/Library |
Description |
axios | Promise-based HTTP client |
lodash | Utility library for common programming tasks |
uuid | UUID generation |
zod | TypeScript-first schema validation |
cheerio | HTML parsing and manipulation |
