diff --git a/sandbox/Dockerfile b/sandbox/Dockerfile
index 1b2dd53d..11963b04 100644
--- a/sandbox/Dockerfile
+++ b/sandbox/Dockerfile
@@ -1,33 +1,31 @@
 # ethpandaops MCP Sandbox Container
 # This container provides a secure execution environment for Python code
 # with the ethpandaops library pre-installed for Ethereum network data analysis.
+#
+# Multi-stage: the builder holds uv and resolves the full dependency tree into a
+# staging prefix; the final image copies that prefix as a complete install
+# artifact (site-packages, console scripts, and package data) without ever
+# shipping uv. Dependencies are installed --only-binary, so a missing wheel is a
+# hard error rather than an unlocked source compile, and no C toolchain is
+# needed in either stage.
 
-FROM python:3.11-slim@sha256:a3ab0b966bc4e91546a033e22093cb840908979487a9fc0e6e38295747e49ac0
+FROM python:3.11-slim@sha256:a3ab0b966bc4e91546a033e22093cb840908979487a9fc0e6e38295747e49ac0 AS builder
 
-# Install uv and system dependencies
+# uv (build-time only; never copied into the final image)
 COPY --from=ghcr.io/astral-sh/uv:0.11.17@sha256:03bdc89bb9798628846e60c3a9ad19006c8c3c724ccd2985a33145c039a0577b /uv /uvx /bin/
-RUN apt-get update && apt-get install -y --no-install-recommends \
-    build-essential \
-    && rm -rf /var/lib/apt/lists/*
-
-# Create non-root user for security
-RUN useradd -m -s /bin/bash sandbox
 
-# Create directories
-RUN mkdir -p /shared /output && \
-    chown sandbox:sandbox /shared /output
-
-# Install Python dependencies. requirements.txt is compiled from requirements.in
-# with hashes (`uv pip compile --generate-hashes --universal`); --require-hashes
-# makes pip refuse anything that doesn't match the lock.
+# Install Python dependencies into a staging prefix. requirements.txt is compiled
+# from requirements.in with hashes (`uv pip compile --generate-hashes
+# --universal`); --require-hashes makes pip refuse anything that doesn't match
+# the lock, and --only-binary=:all: forbids source builds (every dependency must
+# resolve to a prebuilt wheel).
 COPY sandbox/requirements.txt /tmp/requirements.txt
-RUN uv pip install --system --no-cache --require-hashes -r /tmp/requirements.txt && \
-    rm /tmp/requirements.txt
+RUN uv pip install --python /usr/local/bin/python3 --prefix /install --no-cache \
+    --require-hashes --only-binary=:all: -r /tmp/requirements.txt
 
-# Install the ethpandaops platform library
+# Install the ethpandaops platform library. Copied after the heavy dependency
+# layer so edits to these (frequently changed) files don't bust the deps cache.
 COPY sandbox/ethpandaops /opt/ethpandaops-pkg
-
-# Copy extension Python modules into the package
 COPY modules/benchmarkoor/python/benchmarkoor.py /opt/ethpandaops-pkg/ethpandaops/benchmarkoor.py
 COPY modules/block_archive/python/block_archive.py /opt/ethpandaops-pkg/ethpandaops/block_archive.py
 COPY modules/cbt/python/cbt.py /opt/ethpandaops-pkg/ethpandaops/cbt.py
@@ -40,8 +38,21 @@ COPY modules/ethnode/python/ethnode.py /opt/ethpandaops-pkg/ethpandaops/ethnode.
 COPY modules/tracoor/python/tracoor.py /opt/ethpandaops-pkg/ethpandaops/tracoor.py
 
 # --no-deps: the package's dependencies are already installed (hash-locked)
-# above; resolving them here would bypass the lock.
-RUN uv pip install --system --no-cache --no-deps /opt/ethpandaops-pkg && rm -rf /opt/ethpandaops-pkg
+# above; resolving them here would bypass the lock. The package is pure Python,
+# so no toolchain is required to build it.
+RUN uv pip install --python /usr/local/bin/python3 --prefix /install --no-cache --no-deps /opt/ethpandaops-pkg
+
+FROM python:3.11-slim@sha256:a3ab0b966bc4e91546a033e22093cb840908979487a9fc0e6e38295747e49ac0
+
+# Create non-root user and runtime directories.
+RUN useradd -m -s /bin/bash sandbox && \
+    mkdir -p /shared /output && \
+    chown sandbox:sandbox /shared /output
+
+# Copy the resolved environment from the builder onto the runtime's /usr/local,
+# bringing site-packages, console scripts, and package data. uv and the staging
+# tooling are intentionally left behind.
+COPY --from=builder /install /usr/local
 
 # Set working directory
 WORKDIR /home/sandbox
diff --git a/sandbox/requirements.in b/sandbox/requirements.in
index 15810320..10ae19fd 100644
--- a/sandbox/requirements.in
+++ b/sandbox/requirements.in
@@ -1,31 +1,16 @@
-# Core data analysis libraries
+# Core data analysis
 pandas>=2.2.0
 numpy>=2.0.0
-polars>=1.20.0
 scipy>=1.14.0
-pyarrow>=22.0.0  # Parquet support, columnar data
-fastparquet>=2025.12.0  # Alternative parquet engine
+fastparquet>=2026.3.0  # Parquet read/write engine (~9MB vs pyarrow's ~140MB)
 
-# Machine learning & statistics
-scikit-learn>=1.8.0
-statsmodels>=0.14.6
-
-# Graph analysis
-networkx>=3.6.0  # For transaction flow, address relationships
-
-# Large dataset processing
-dask>=2025.12.0  # Parallel pandas-like operations
-
-# Visualization
+# Visualization (chart artifacts are uploaded back to storage)
+# matplotlib/seaborn render static PNGs headless with no system deps; plotly is
+# kept for interactive HTML output. Static plotly export (kaleido) is omitted
+# because it needs a full Chrome install.
 matplotlib>=3.9.0
-seaborn>=0.13.0
+seaborn>=0.13.0  # statistical charts on top of matplotlib
 plotly>=5.24.0
-altair>=5.4.0
-vl-convert-python>=1.7.0  # For Altair PNG/SVG export
-bokeh>=3.6.0
-kaleido>=0.2.1  # For Plotly image export
-plotnine>=0.15.4  # ggplot2 grammar of graphics
-pygwalker>=0.5.0  # Tableau-like drag-and-drop exploration
 
 # ClickHouse client
 clickhouse-connect>=0.8.0
@@ -33,7 +18,7 @@ clickhouse-connect>=0.8.0
 # HTTP client for Prometheus/Loki
 httpx>=0.28.0
 
-# S3 client
+# S3 client (block archive)
 boto3>=1.35.0
 
 # Utilities
diff --git a/sandbox/requirements.txt b/sandbox/requirements.txt
index acf325ac..1b8b84d5 100644
--- a/sandbox/requirements.txt
+++ b/sandbox/requirements.txt
@@ -1,67 +1,19 @@
 # This file was autogenerated by uv via the following command:
-#    uv pip compile sandbox/requirements.in -o sandbox/requirements.txt --generate-hashes --universal --python-version 3.11
-altair==6.1.0 \
-    --hash=sha256:dda699216cf85b040d968ae5a569ad45957616811e38760a85e5118269daca67 \
-    --hash=sha256:fdf5fd939512e5b2fc4441c82dfd2635e706defbd037db0ac429ef5ddce66c3b
-    # via -r requirements.in
-annotated-types==0.7.0 \
-    --hash=sha256:1f02e8b43a8fbbc3f3e0d4f0f4bfc8131bcb4eebe8849b8e5c773f3a1c582a53 \
-    --hash=sha256:aff07c09a53a08bc8cfccb9c85b05f1aa9a2a6f23728d790723543408344ce89
-    # via pydantic
+#    uv pip compile sandbox/requirements.in -o sandbox/requirements.txt --generate-hashes --universal --python-version 3.11 --exclude-newer 2026-06-03
 anyio==4.13.0 \
     --hash=sha256:08b310f9e24a9594186fd75b4f73f4a4152069e3853f1ed8bfbf58369f4ad708 \
     --hash=sha256:334b70e641fd2221c1505b3890c69882fe4a2df910cba14d97019b90b24439dc
     # via httpx
-anywidget==0.11.0 \
-    --hash=sha256:6695fbef9449cf8c27f421b96c5837aa37f909ec1f60cfa33add333e1b70b169 \
-    --hash=sha256:c574d9acc6503ad27b37a9acea48f957a8ba7c9c9876cfcb37898931c098ce9d
-    # via pygwalker
-appdirs==1.4.4 \
-    --hash=sha256:7d5d0167b2b1ba821647616af46a749d1c653740dd0d2415100fe26e27afdf41 \
-    --hash=sha256:a841dacd6b99318a741b166adb07e19ee71a274450e68237b4650ca1055ab128
-    # via pygwalker
-arrow==1.4.0 \
-    --hash=sha256:749f0769958ebdc79c173ff0b0670d59051a535fa26e8eba02953dc19eb43205 \
-    --hash=sha256:ed0cc050e98001b8779e84d461b0098c4ac597e88704a655582b21d116e526d7
-    # via pygwalker
-astor==0.8.1 \
-    --hash=sha256:070a54e890cefb5b3739d19f30f5a5ec840ffc9c50ffa7d23cc9fc1a38ebbfc5 \
-    --hash=sha256:6a6effda93f4e1ce9f618779b2dd1d9d84f1e32812c23a29b3fff6fd7f63fa5e
-    # via pygwalker
-asttokens==3.0.1 \
-    --hash=sha256:15a3ebc0f43c2d0a50eeafea25e19046c68398e487b9f1f5b517f7c0f40f976a \
-    --hash=sha256:71a4ee5de0bde6a31d64f6b13f2293ac190344478f081c3d1bccfcf5eacb0cb7
-    # via stack-data
-attrs==26.1.0 \
-    --hash=sha256:c647aa4a12dfbad9333ca4e71fe62ddc36f4e63b2d260a37a8b83d2f043ac309 \
-    --hash=sha256:d03ceb89cb322a8fd706d4fb91940737b6642aa36998fe130a9bc96c985eff32
-    # via
-    #   jsonschema
-    #   referencing
-backoff==2.2.1 \
-    --hash=sha256:03f829f5bb1923180821643f8753b0502c3b682293992485b0eef2807afa5cba \
-    --hash=sha256:63579f9a0628e06278f7e47b7d7d5b6ce20dc65c5e96a6f3ca99a6adca0396e8
-    # via
-    #   kanaries-track
-    #   segment-analytics-python
-bokeh==3.9.0 \
-    --hash=sha256:775219714a8496973ddbae16b1861606ba19fe670a421e4d43267b41148e07a3 \
-    --hash=sha256:b252bfb16a505f0e0c57d532d0df308ae1667235bafc622aa9441fe9e7c5ce4a
-    # via -r requirements.in
 boto3==1.43.20 \
     --hash=sha256:536d023d9f72dcec04254f71b216b78c6ee644be56ac61e780a6c73c1ddea445 \
     --hash=sha256:ee878fa5cd739f38e68fbad535ff9bc3bf7c409290943a62f5e8bddad486aad4
-    # via -r requirements.in
+    # via -r sandbox/requirements.in
 botocore==1.43.20 \
     --hash=sha256:1ee28afba70210f726c24f4bed1bf238a33542937fa2cf1b8cf2107287b85e04 \
     --hash=sha256:84fec90a8f25d11bb98176a3fa31c8b8e031b5be37d56f9a1a16f825b483ad4b
     # via
     #   boto3
     #   s3transfer
-cachetools==7.1.4 \
-    --hash=sha256:323dc4127934744db5b54eb4924482d7edafbf9554e820d1531c2e08c0e4ef54 \
-    --hash=sha256:437f55a4e0c1b01a4f3077cc470e6991d47430970e36fbcb77e2be0df4fc1cd6
-    # via pygwalker
 certifi==2026.5.20 \
     --hash=sha256:3c52e209ba0a4ad7aebe60436a4ab349c39e1e602e8c134221e546902ad25897 \
     --hash=sha256:69dea482ab64caa7b9f6aba1c6bf48bb6a5448d1c0f1b17ab42ad8c763a5344d
@@ -69,146 +21,6 @@ certifi==2026.5.20 \
     #   clickhouse-connect
     #   httpcore
     #   httpx
-    #   requests
-charset-normalizer==3.4.7 \
-    --hash=sha256:007d05ec7321d12a40227aae9e2bc6dca73f3cb21058999a1df9e193555a9dcc \
-    --hash=sha256:03853ed82eeebbce3c2abfdbc98c96dc205f32a79627688ac9a27370ea61a49c \
-    --hash=sha256:07d9e39b01743c3717745f4c530a6349eadbfa043c7577eef86c502c15df2c67 \
-    --hash=sha256:08e721811161356f97b4059a9ba7bafb23ea5ee2255402c42881c214e173c6b4 \
-    --hash=sha256:0c96c3b819b5c3e9e165495db84d41914d6894d55181d2d108cc1a69bfc9cce0 \
-    --hash=sha256:0ea948db76d31190bf08bd371623927ee1339d5f2a0b4b1b4a4439a65298703c \
-    --hash=sha256:0f7eb884681e3938906ed0434f20c63046eacd0111c4ba96f27b76084cd679f5 \
-    --hash=sha256:12a6fff75f6bc66711b73a2f0addfc4c8c15a20e805146a02d147a318962c444 \
-    --hash=sha256:12d8baf840cc7889b37c7c770f478adea7adce3dcb3944d02ec87508e2dcf153 \
-    --hash=sha256:14265bfe1f09498b9d8ec91e9ec9fa52775edf90fcbde092b25f4a33d444fea9 \
-    --hash=sha256:16d971e29578a5e97d7117866d15889a4a07befe0e87e703ed63cd90cb348c01 \
-    --hash=sha256:177a0ba5f0211d488e295aaf82707237e331c24788d8d76c96c5a41594723217 \
-    --hash=sha256:1a87ca9d5df6fe460483d9a5bbf2b18f620cbed41b432e2bddb686228282d10b \
-    --hash=sha256:1c2a768fdd44ee4a9339a9b0b130049139b8ce3c01d2ce09f67f5a68048d477c \
-    --hash=sha256:1c2aed2e5e41f24ea8ef1590b8e848a79b56f3a5564a65ceec43c9d692dc7d8a \
-    --hash=sha256:1dc8b0ea451d6e69735094606991f32867807881400f808a106ee1d963c46a83 \
-    --hash=sha256:1efde3cae86c8c273f1eb3b287be7d8499420cf2fe7585c41d370d3e790054a5 \
-    --hash=sha256:202389074300232baeb53ae2569a60901f7efadd4245cf3a3bf0617d60b439d7 \
-    --hash=sha256:203104ed3e428044fd943bc4bf45fa73c0730391f9621e37fe39ecf477b128cb \
-    --hash=sha256:2257141f39fe65a3fdf38aeccae4b953e5f3b3324f4ff0daf9f15b8518666a2c \
-    --hash=sha256:298930cec56029e05497a76988377cbd7457ba864beeea92ad7e844fe74cd1f1 \
-    --hash=sha256:2cd4a60d0e2fb04537162c62bbbb4182f53541fe0ede35cdf270a1c1e723cc42 \
-    --hash=sha256:2d6eb928e13016cea4f1f21d1e10c1cebd5a421bc57ddf5b1142ae3f86824fab \
-    --hash=sha256:2fe249cb4651fd12605b7288b24751d8bfd46d35f12a20b1ba33dea122e690df \
-    --hash=sha256:30b8d1d8c52a48c2c5690e152c169b673487a2a58de1ec7393196753063fcd5e \
-    --hash=sha256:320ade88cfb846b8cd6b4ddf5ee9e80ee0c1f52401f2456b84ae1ae6a1a5f207 \
-    --hash=sha256:3534e7dcbdcf757da6b85a0bbf5b6868786d5982dd959b065e65481644817a18 \
-    --hash=sha256:36836d6ff945a00b88ba1e4572d721e60b5b8c98c155d465f56ad19d68f23734 \
-    --hash=sha256:38c0109396c4cfc574d502df99742a45c72c08eff0a36158b6f04000043dbf38 \
-    --hash=sha256:3946fa46a0cf3e4c8cb1cc52f56bb536310d34f25f01ca9b6c16afa767dab110 \
-    --hash=sha256:3bec022aec2c514d9cf199522a802bd007cd588ab17ab2525f20f9c34d067c18 \
-    --hash=sha256:3c9a494bc5ec77d43cea229c4f6db1e4d8fe7e1bbffa8b6f0f0032430ff8ab44 \
-    --hash=sha256:3dce51d0f5e7951f8bb4900c257dad282f49190fdbebecd4ba99bcc41fef404d \
-    --hash=sha256:3dedcc22d73ec993f42055eff4fcfed9318d1eeb9a6606c55892a26964964e48 \
-    --hash=sha256:4042d5c8f957e15221d423ba781e85d553722fc4113f523f2feb7b188cc34c5e \
-    --hash=sha256:481551899c856c704d58119b5025793fa6730adda3571971af568f66d2424bb5 \
-    --hash=sha256:4dc1e73c36828f982bfe79fadf5919923f8a6f4df2860804db9a98c48824ce8d \
-    --hash=sha256:4e5163c14bffd570ef2affbfdd77bba66383890797df43dc8b4cc7d6f500bf53 \
-    --hash=sha256:511ef87c8aec0783e08ac18565a16d435372bc1ac25a91e6ac7f5ef2b0bff790 \
-    --hash=sha256:532bc9bf33a68613fd7d65e4b1c71a6a38d7d42604ecf239c77392e9b4e8998c \
-    --hash=sha256:54523e136b8948060c0fa0bc7b1b50c32c186f2fceee897a495406bb6e311d2b \
-    --hash=sha256:5649fd1c7bade02f320a462fdefd0b4bd3ce036065836d4f42e0de958038e116 \
-    --hash=sha256:56be790f86bfb2c98fb742ce566dfb4816e5a83384616ab59c49e0604d49c51d \
-    --hash=sha256:5b77459df20e08151cd6f8b9ef8ef1f961ef73d85c21a555c7eed5b79410ec10 \
-    --hash=sha256:5ed6ab538499c8644b8a3e18debabcd7ce684f3fa91cf867521a7a0279cab2d6 \
-    --hash=sha256:6178f72c5508bfc5fd446a5905e698c6212932f25bcdd4b47a757a50605a90e2 \
-    --hash=sha256:6370e8686f662e6a3941ee48ed4742317cafbe5707e36406e9df792cdb535776 \
-    --hash=sha256:64f02c6841d7d83f832cd97ccf8eb8a906d06eb95d5276069175c696b024b60a \
-    --hash=sha256:65bcd23054beab4d166035cabbc868a09c1a49d1efe458fe8e4361215df40265 \
-    --hash=sha256:66671f93accb62ed07da56613636f3641f1a12c13046ce91ffc923721f23c008 \
-    --hash=sha256:6696b7688f54f5af4462118f0bfa7c1621eeb87154f77fa04b9295ce7a8f2943 \
-    --hash=sha256:6785f414ae0f3c733c437e0f3929197934f526d19dfaa75e18fdb4f94c6fb374 \
-    --hash=sha256:67f6279d125ca0046a7fd386d01b311c6363844deac3e5b069b514ba3e63c246 \
-    --hash=sha256:6c114670c45346afedc0d947faf3c7f701051d2518b943679c8ff88befe14f8e \
-    --hash=sha256:6e0d51f618228538a3e8f46bd246f87a6cd030565e015803691603f55e12afb5 \
-    --hash=sha256:6ed74185b2db44f41ef35fd1617c5888e59792da9bbc9190d6c7300617182616 \
-    --hash=sha256:708838739abf24b2ceb208d0e22403dd018faeef86ddac04319a62ae884c4f15 \
-    --hash=sha256:715479b9a2802ecac752a3b0efa2b0b60285cf962ee38414211abdfccc233b41 \
-    --hash=sha256:733784b6d6def852c814bce5f318d25da2ee65dd4839a0718641c696e09a2960 \
-    --hash=sha256:750e02e074872a3fad7f233b47734166440af3cdea0add3e95163110816d6752 \
-    --hash=sha256:752a45dc4a6934060b3b0dab47e04edc3326575f82be64bc4fc293914566503e \
-    --hash=sha256:7579e913a5339fb8fa133f6bbcfd8e6749696206cf05acdbdca71a1b436d8e72 \
-    --hash=sha256:7641bb8895e77f921102f72833904dcd9901df5d6d72a2ab8f31d04b7e51e4e7 \
-    --hash=sha256:7804338df6fcc08105c7745f1502ba68d900f45fd770d5bdd5288ddccb8a42d8 \
-    --hash=sha256:80d04837f55fc81da168b98de4f4b797ef007fc8a79ab71c6ec9bc4dd662b15b \
-    --hash=sha256:813c0e0132266c08eb87469a642cb30aaff57c5f426255419572aaeceeaa7bf4 \
-    --hash=sha256:82b271f5137d07749f7bf32f70b17ab6eaabedd297e75dce75081a24f76eb545 \
-    --hash=sha256:84c018e49c3bf790f9c2771c45e9313a08c2c2a6342b162cd650258b57817706 \
-    --hash=sha256:8751d2787c9131302398b11e6c8068053dcb55d5a8964e114b6e196cf16cb366 \
-    --hash=sha256:8778f0c7a52e56f75d12dae53ae320fae900a8b9b4164b981b9c5ce059cd1fcb \
-    --hash=sha256:87fad7d9ba98c86bcb41b2dc8dbb326619be2562af1f8ff50776a39e55721c5a \
-    --hash=sha256:8d828b6667a32a728a1ad1d93957cdf37489c57b97ae6c4de2860fa749b8fc1e \
-    --hash=sha256:8e385e4267ab76874ae30db04c627faaaf0b509e1ccc11a95b3fc3e83f855c00 \
-    --hash=sha256:92a0a01ead5e668468e952e4238cccd7c537364eb7d851ab144ab6627dbbe12f \
-    --hash=sha256:94e1885b270625a9a828c9793b4d52a64445299baa1fea5a173bf1d3dd9a1a5a \
-    --hash=sha256:a180c5e59792af262bf263b21a3c49353f25945d8d9f70628e73de370d55e1e1 \
-    --hash=sha256:a277ab8928b9f299723bc1a2dabb1265911b1a76341f90a510368ca44ad9ab66 \
-    --hash=sha256:a5fe03b42827c13cdccd08e6c0247b6a6d4b5e3cdc53fd1749f5896adcdc2356 \
-    --hash=sha256:a6c5863edfbe888d9eff9c8b8087354e27618d9da76425c119293f11712a6319 \
-    --hash=sha256:a89c23ef8d2c6b27fd200a42aa4ac72786e7c60d40efdc76e6011260b6e949c4 \
-    --hash=sha256:adb2597b428735679446b46c8badf467b4ca5f5056aae4d51a19f9570301b1ad \
-    --hash=sha256:ae196f021b5e7c78e918242d217db021ed2a6ace2bc6ae94c0fc596221c7f58d \
-    --hash=sha256:ae89db9e5f98a11a4bf50407d4363e7b09b31e55bc117b4f7d80aab97ba009e5 \
-    --hash=sha256:aed52fea0513bac0ccde438c188c8a471c4e0f457c2dd20cdbf6ea7a450046c7 \
-    --hash=sha256:aef65cd602a6d0e0ff6f9930fcb1c8fec60dd2cfcb6facaf4bdb0e5873042db0 \
-    --hash=sha256:af21eb4409a119e365397b2adbaca4c9ccab56543a65d5dbd9f920d6ac29f686 \
-    --hash=sha256:b14b2d9dac08e28bb8046a1a0434b1750eb221c8f5b87a68f4fa11a6f97b5e34 \
-    --hash=sha256:bb6d88045545b26da47aa879dd4a89a71d1dce0f0e549b1abcb31dfe4a8eac49 \
-    --hash=sha256:bb8cc7534f51d9a017b93e3e85b260924f909601c3df002bcdb58ddb4dc41a5c \
-    --hash=sha256:bc17a677b21b3502a21f66a8cc64f5bfad4df8a0b8434d661666f8ce90ac3af1 \
-    --hash=sha256:bd6c2a1c7573c64738d716488d2cdd3c00e340e4835707d8fdb8dc1a66ef164e \
-    --hash=sha256:bd9b23791fe793e4968dba0c447e12f78e425c59fc0e3b97f6450f4781f3ee60 \
-    --hash=sha256:c03a41a8784091e67a39648f70c5f97b5b6a37f216896d44d2cdcb82615339a0 \
-    --hash=sha256:c0f081d69a6e58272819b70288d3221a6ee64b98df852631c80f293514d3b274 \
-    --hash=sha256:c35abb8bfff0185efac5878da64c45dafd2b37fb0383add1be155a763c1f083d \
-    --hash=sha256:c36c333c39be2dbca264d7803333c896ab8fa7d4d6f0ab7edb7dfd7aea6e98c0 \
-    --hash=sha256:c45e9440fb78f8ddabcf714b68f936737a121355bf59f3907f4e17721b9d1aae \
-    --hash=sha256:c593052c465475e64bbfe5dbd81680f64a67fdc752c56d7a0ae205dc8aeefe0f \
-    --hash=sha256:cdd68a1fb318e290a2077696b7eb7a21a49163c455979c639bf5a5dcdc46617d \
-    --hash=sha256:ce3412fbe1e31eb81ea42f4169ed94861c56e643189e1e75f0041f3fe7020abe \
-    --hash=sha256:cf1493cd8607bec4d8a7b9b004e699fcf8f9103a9284cc94962cb73d20f9d4a3 \
-    --hash=sha256:cf29836da5119f3c8a8a70667b0ef5fdca3bb12f80fd06487cfa575b3909b393 \
-    --hash=sha256:d4a48e5b3c2a489fae013b7589308a40146ee081f6f509e047e0e096084ceca1 \
-    --hash=sha256:d560742f3c0d62afaccf9f41fe485ed69bd7661a241f86a3ef0f0fb8b1a397af \
-    --hash=sha256:d6038d37043bced98a66e68d3aa2b6a35505dc01328cd65217cefe82f25def44 \
-    --hash=sha256:d61f00a0869d77422d9b2aba989e2d24afa6ffd552af442e0e58de4f35ea6d00 \
-    --hash=sha256:d635aab80466bc95771bb78d5370e74d36d1fe31467b6b29b8b57b2a3cd7d22c \
-    --hash=sha256:dca4bbc466a95ba9c0234ef56d7dd9509f63da22274589ebd4ed7f1f4d4c54e3 \
-    --hash=sha256:dd915403e231e6b1809fe9b6d9fc55cf8fb5e02765ac625d9cd623342a7905d7 \
-    --hash=sha256:e044c39e41b92c845bc815e5ae4230804e8e7bc29e399b0437d64222d92809dd \
-    --hash=sha256:e060d01aec0a910bdccb8be71faf34e7799ce36950f8294c8bf612cba65a2c9e \
-    --hash=sha256:e1421b502d83040e6d7fb2fb18dff63957f720da3d77b2fbd3187ceb63755d7b \
-    --hash=sha256:e17b8d5d6a8c47c85e68ca8379def1303fd360c3e22093a807cd34a71cd082b8 \
-    --hash=sha256:e5f4d355f0a2b1a31bc3edec6795b46324349c9cb25eed068049e4f472fb4259 \
-    --hash=sha256:e712b419df8ba5e42b226c510472b37bd57b38e897d3eca5e8cfd410a29fa859 \
-    --hash=sha256:e74327fb75de8986940def6e8dee4f127cc9752bee7355bb323cc5b2659b6d46 \
-    --hash=sha256:e80c8378d8f3d83cd3164da1ad2df9e37a666cdde7b1cb2298ed0b558064be30 \
-    --hash=sha256:e8ac484bf18ce6975760921bb6148041faa8fef0547200386ea0b52b5d27bf7b \
-    --hash=sha256:eca9705049ad3c7345d574e3510665cb2cf844c2f2dcfe675332677f081cbd46 \
-    --hash=sha256:ed065083d0898c9d5b4bbec7b026fd755ff7454e6e8b73a67f8c744b13986e24 \
-    --hash=sha256:edac0f1ab77644605be2cbba52e6b7f630731fc42b34cb0f634be1a6eface56a \
-    --hash=sha256:effc3f449787117233702311a1b7d8f59cba9ced946ba727bdc329ec69028e24 \
-    --hash=sha256:f22dec1690b584cea26fade98b2435c132c1b5f68e39f5a0b7627cd7ae31f1dc \
-    --hash=sha256:f495a1652cf3fbab2eb0639776dad966c2fb874d79d87ca07f9d5f059b8bd215 \
-    --hash=sha256:f496c9c3cc02230093d8330875c4c3cdfc3b73612a5fd921c65d39cbcef08063 \
-    --hash=sha256:f59099f9b66f0d7145115e6f80dd8b1d847176df89b234a5a6b3f00437aa0832 \
-    --hash=sha256:f59ad4c0e8f6bba240a9bb85504faa1ab438237199d4cce5f622761507b8f6a6 \
-    --hash=sha256:fbccdc05410c9ee21bbf16a35f4c1d16123dcdeb8a1d38f33654fa21d0234f79 \
-    --hash=sha256:fea24543955a6a729c45a73fe90e08c743f0b3334bbf3201e6c4bc1b0c7fa464
-    # via requests
-choreographer==1.3.0 \
-    --hash=sha256:6c44a0e48e9b37977344d40bfa5a9ed88575fe4bc0fd836771bf702bc24d6884 \
-    --hash=sha256:cea4cb739e4f61625e4b53888a8d3fa1d3bf73948b56753e460ab44da7d8d44f
-    # via kaleido
-click==8.4.1 \
-    --hash=sha256:482be17c6991b8c19c5429a1e995d9b0efdbb63172824c41f99965dc0ade8ec2 \
-    --hash=sha256:918b5633eddf6b41c32d4f454bf0de810065c74e3f7dbf8ee5452f8be88d3e96
-    # via dask
 clickhouse-connect==1.1.1 \
     --hash=sha256:0b602967810358408ebd55693fd582f3a20e08800f721fb72ae320f0f74686ff \
     --hash=sha256:0bb2c8f82bb2bd5f645c0114d5d766a95dc1e0dec33c07deafa5a68dbb75f898 \
@@ -264,15 +76,7 @@ clickhouse-connect==1.1.1 \
     --hash=sha256:f205be896551d7ea0a0140a86e36d261e249f99541d68a3dfdd47dd8c7c2bbbb \
     --hash=sha256:f552668320b8c533b6f2b93d03dd4840cfe0e8f5f01c76ea0d2989e4127fa60e \
     --hash=sha256:f75e0d62bdb53ba72fa2aa962950c5c107627158c9fe8900ca14da557295bdb2
-    # via -r requirements.in
-cloudpickle==3.1.2 \
-    --hash=sha256:7fda9eb655c9c230dab534f1983763de5835249750e85fbcef43aaa30a9a2414 \
-    --hash=sha256:9acb47f6afd73f60dc1df93bb801b472f05ff42fa6c84167d25cb206be1fbf4a
-    # via dask
-comm==0.2.3 \
-    --hash=sha256:2dc8048c10962d55d7ad693be1e7045d891b7ce8d999c97963a5e3e99c055971 \
-    --hash=sha256:c615d91d75f7f04f095b30d1c1711babd43bdc6419c1be9886a85f2f4e489417
-    # via ipywidgets
+    # via -r sandbox/requirements.in
 contourpy==1.3.3 \
     --hash=sha256:023b44101dfe49d7d53932be418477dba359649246075c996866106da069af69 \
     --hash=sha256:07ce5ed73ecdc4a03ffe3e1b3e3c1166db35ae7584be76f65dbbe28a7791b0cc \
@@ -346,9 +150,7 @@ contourpy==1.3.3 \
     --hash=sha256:fd907ae12cd483cd83e414b12941c632a969171bf90fc937d0c9f268a31cafff \
     --hash=sha256:fd914713266421b7536de2bfa8181aa8c699432b6763a0ea64195ebe28bff6a9 \
     --hash=sha256:fde6c716d51c04b1c25d0b90364d0be954624a0ee9d60e23e850e8d48353d07a
-    # via
-    #   bokeh
-    #   matplotlib
+    # via matplotlib
 cramjam==2.11.0 \
     --hash=sha256:028400d699442d40dbda02f74158c73d05cb76587a12490d0bfedd958fd49188 \
     --hash=sha256:033be66fdceb3d63b2c99b257a98380c4ec22c9e4dca54a2bfec3718cd24e184 \
@@ -488,59 +290,6 @@ cycler==0.12.1 \
     --hash=sha256:85cef7cff222d8644161529808465972e51340599459b8ac3ccbac5a854e0d30 \
     --hash=sha256:88bb128f02ba341da8ef447245a9e138fae777f6a23943da4540077d3601eb1c
     # via matplotlib
-dask==2026.3.0 \
-    --hash=sha256:be614b9242b0b38288060fb2d7696125946469c98a1c30e174883fd199e0428d \
-    --hash=sha256:f7d96c8274e8a900d217c1ff6ea8d1bbf0b4c2c21e74a409644498d925eb8f85
-    # via -r requirements.in
-dateutils==0.6.12 \
-    --hash=sha256:03dd90bcb21541bd4eb4b013637e4f1b5f944881c46cc6e4b67a6059e370e3f1 \
-    --hash=sha256:f33b6ab430fa4166e7e9cb8b21ee9f6c9843c48df1a964466f52c79b2a8d53b3
-    # via kanaries-track
-decorator==5.3.1 \
-    --hash=sha256:4cbcdd55a6efadb9dbea26b858f4fb3264567b52d69ca0d25b721b553f60ea82 \
-    --hash=sha256:f47fe6fdbd2edd623ecfe36875d37aba411624e2670dd395dddae1358689bb3c
-    # via ipython
-duckdb==1.5.3 \
-    --hash=sha256:0b0b4f088a65d77e1217ce5d7eff889e63fedc44281200d899ff47c84d8ff836 \
-    --hash=sha256:0ce80aed7a538422129a57eaca9141e3afb51f8bf562b1908b1576c9725b5b22 \
-    --hash=sha256:10960400ed60cdf0fe05bab2086fa8eb733889cb0ceca18d07ff9a00c0e0be7b \
-    --hash=sha256:2fa17ecdd5d3db122836cb71bb93601c2106a3be883c17dffddc02fbf3fa7888 \
-    --hash=sha256:3248b49cd835ea322574bc6aac0ae7a83be85547f49d4f5f5777cb380ee6627f \
-    --hash=sha256:33ae08b3e818d7613d8936744b67718c2062c2f530376895bfd89efb51b81538 \
-    --hash=sha256:341a2672e2551ba51c95c1898f0ade983e76675e79038ccb16342c3d6cfb82d7 \
-    --hash=sha256:3d5db8c0b55e072cf437948ebb5d7e23d7b9d03d905fa5f9145583e65aa447f7 \
-    --hash=sha256:4bfa9a4dadf71e83e2c4eaca2f9421c82a54defecc1b0b4c0be95e2389dec4fe \
-    --hash=sha256:50379b85f3a0a169478d54880ef8bf971ecaa85772d05eeaa617d720c7704741 \
-    --hash=sha256:5fd25f533cb1b6b2c84cc767a9a9bab7769bb1aa44571a2a0bfc91ac3e4a38ac \
-    --hash=sha256:6d2835e39bb6af73891f73c0f8d4324f98afe00d0b00c6d34b2a582c2256cbb0 \
-    --hash=sha256:6ef8faf121d7b3ad95aab1c3ce31169a28be49da75abfa6099a1bec2e9a70189 \
-    --hash=sha256:70a18f932cf6d87bd0e554613657a515c1443a1724aacfc7ec5137dd28698b03 \
-    --hash=sha256:746433e49bbc667b4df283153415fbe37e9083e0eff6c3cd6e54de7536869cd4 \
-    --hash=sha256:75d13308c9da3ee431d1e72b8ab720aa74a1b3e9159d4124cb62435924496334 \
-    --hash=sha256:787df63824f07bf18022dbc3b8ca4b2bfab0ebe616464f55c6e8cd0f59ea762e \
-    --hash=sha256:8001eccbc28be244dfd04d708526f34ddd6460b47a8aeb5d0e39d6f7f9e3fe15 \
-    --hash=sha256:9fb7516255a8764545e30f7efacea408cc847764a3027b3b0b3e7d1a7bebbc5c \
-    --hash=sha256:a3fb3bad9bc1a3e101d66d33269142ce075dc3d75202ba74ba97d7e44c50b9cd \
-    --hash=sha256:aea7baf67ad7e1829ac76f67d7dcbd7fb1f57c3eb179d55ac30952df4709ae30 \
-    --hash=sha256:bb5bb5dcdd09d62ee60f0ddbbef918e71cce304ffe28428b1131949d39ffaabf \
-    --hash=sha256:c5f18e7561403054433706c187589e86629a7af09a7efc23a06a8b308e6acc68 \
-    --hash=sha256:c9e8fa408705081160ede7ead238d16e73a36b8561b700f2bf2d650ae48e7b92 \
-    --hash=sha256:d0405eae18ec6e8210a471c97dbfe87a7e4d605274b7fe572a1f276e92158f13 \
-    --hash=sha256:d37650ec3ec8a951400ea12dc77edaea88e0baeda34801792776f95f2f922f4f \
-    --hash=sha256:dd00f70231951a619908471b7b6397232ff3be8ccd1f49a47f1a2ccac59eaba1 \
-    --hash=sha256:df39428eb130faa35ae96fd35245bdeae6ecf43936250b116b5fead568eb9f16 \
-    --hash=sha256:e75a6122c12579a99848517f6f00a4e342aebda3590c30fe9b5cc5f39d5e6afc \
-    --hash=sha256:e80eb4d0fb59869cb2c7d7ef494c07fb92014fe8e77d96c170cd1ebc1488a708 \
-    --hash=sha256:f4eff89c12c3a362efa012262e57b7b4ab904a7f79bad9178fe365510077abe8 \
-    --hash=sha256:fd3963c1cb9d9567777f4a898a9dbe388a2fe9724681801b1e7d6d93eecf1b76 \
-    --hash=sha256:fdc65233f0fcf9022e4c6a8ba2ba751a79deb291501073d660afb1aa9874051f \
-    --hash=sha256:fe8d0c1f6a120aa03fa6e0d03897c71a1842e6cf7afd31d181348391f7108fe1 \
-    --hash=sha256:ff11a457258148337ef9a392148a8cdbd1069b6c27c21958816c7b67fe6c542d
-    # via pygwalker
-executing==2.2.1 \
-    --hash=sha256:3632cc370565f6648cc328b32435bd120a1e4ebb20c77e3fdde9a13cd1e533c4 \
-    --hash=sha256:760643d3452b4d777d295bb167ccc74c64a81df23fb5e08eff250c425a4b2017
-    # via stack-data
 fastparquet==2026.5.0 \
     --hash=sha256:06536ec6c69ad08ba44afb14f58900d21443ee6f0ff92d493735f3c7c9decedd \
     --hash=sha256:08334c40b14a5b0912a334a5356a08f6832bb23ca1ed3d2fce5e490cc615b827 \
@@ -597,7 +346,7 @@ fastparquet==2026.5.0 \
     --hash=sha256:f2e2452b9f8456b99a5ad2e53a08d0b359f9e23813e4ab1df5da3fd34353336e \
     --hash=sha256:f67845c5353799ecf1fba5f21361bad8b3a848ec0e21163cf03e9d13fd381490 \
     --hash=sha256:f82d9fad61c59a05b52ff091a6fadb468a4bf215e2526a8ed0422dd9eeabe2fb
-    # via -r requirements.in
+    # via -r sandbox/requirements.in
 fonttools==4.63.0 \
     --hash=sha256:032038247a96c1690f9f31e377c389383c902531b085aa4e4dabd6f57f870e69 \
     --hash=sha256:063e08bd17bd5a90127a14123de0d6a952dbc847695fd98b63c043d58057f90c \
@@ -653,94 +402,7 @@ fonttools==4.63.0 \
 fsspec==2026.4.0 \
     --hash=sha256:11ef7bb35dab8a394fde6e608221d5cf3e8499401c249bebaeaad760a1a8dec2 \
     --hash=sha256:301d8ac70ae90ef3ad05dcf94d6c3754a097f9b5fe4667d2787aa359ec7df7e4
-    # via
-    #   dask
-    #   fastparquet
-greenlet==3.5.1 \
-    --hash=sha256:001775efe7b8e758861294c7a27c28af87f3f3f1c20468a2bc618c45b346c061 \
-    --hash=sha256:00929c98ec525fd9bf075875d8c5f6a983a90906cdf78a66e6de2d8e466c2a19 \
-    --hash=sha256:017a544f0385d441e88714160d089d6900ef46c9eff9d99b6715a5ef2d127747 \
-    --hash=sha256:089fff7a6ce8d9316d1f65ebc00273a56be258c1725b32b94de90a3a979557e1 \
-    --hash=sha256:1072b4f9edcc1e192d9283a66a3e68d6b84c561de33a83d7858beb9ba1effe10 \
-    --hash=sha256:10a9a1c0bfbc93d41156ffcb90c75fbc05544054faf15dcc1fdf9765f8b607f0 \
-    --hash=sha256:110a1ca7b49b014b097f6078272c3f4ed31af45b254de5228b79adba879f6af9 \
-    --hash=sha256:111e2390ffffc47d5840b01711dd7fac07d4c09283d0283e7f3264b14e284c64 \
-    --hash=sha256:17d86354f0ae6b61bf9be5148d0dd34e06c3cb7c602c671f79f29ac3b150e659 \
-    --hash=sha256:1ffdb3c0bb002c99cd8f298957e046c3dbf6006b5b7cdf11a4e19194624a0a0a \
-    --hash=sha256:2baee5ca02031757ffe8cc3d69f0cc0aec7065ce362622da74f32d3bcab1c541 \
-    --hash=sha256:2c18ef16bf6d4dd410e4dd52996888ea1497be26892fe5bbc73580aba4287b8e \
-    --hash=sha256:2f82b3597e9d83b63408affed0b48fd0f54935edac4302237b9a837be0dae33c \
-    --hash=sha256:3bfbd69cc349e43bf3a8ae1c85548ff0718efc887615c2db16c3833d7b0b072d \
-    --hash=sha256:3c8bb982ad117d29478ef8f5533e97df21f1e2befd17a299257b0c96d1371c0b \
-    --hash=sha256:3d955c89b75eeca4723d7cc14135f393cd47c32e2a6cb4a8e4c6e760a26b0986 \
-    --hash=sha256:4378720dd888136c27215a0214d32a4d37c3852765d45bc37aad0623423cfd78 \
-    --hash=sha256:45718441607f9325d948db98cbc691276059316d0358c188c246da4e1d4d23d2 \
-    --hash=sha256:5028648bf2253ec4745add746129d3904121fa7fe871a76bed23c5720573ce0a \
-    --hash=sha256:50ae25a67bea74ea41fb14b960bc532df73eb713417b2d61892dced82fe8d3bc \
-    --hash=sha256:51518ff74664078fc51bffcc6fc529b0df5ae58da192691cee765d45ce944a2b \
-    --hash=sha256:540dae7b956209af4d70a3be35927b4055f617763771e5e84a5255bea934d2f5 \
-    --hash=sha256:5a56aeb7d5d9cc4b3a735efb5095bd4b4f6f0e4f93e5ca876d0e2315137b7829 \
-    --hash=sha256:5e300185139abc337ade480c327183adf42a875ac7181bfe66d7d4efea31fbea \
-    --hash=sha256:67821bb03e4e98664490edb787ff6af501194c29bbee0f5c1dfdcf1dc3d9d436 \
-    --hash=sha256:6c09df69dc1712d131332054a858a3e5cca400967fa3a672e2324fbb0971448c \
-    --hash=sha256:6ebeb75c81211f5c702576cf81f315e77e23cfdb2c7c6fcb9dd143e6de35c360 \
-    --hash=sha256:73f78f9b9f0a5c06e5c946ba1e8e36f5114923b6be109ee618c54f079c3ea14f \
-    --hash=sha256:7546556f0d649f99f6a361098a55f761181bb2ea12ff150bb16d26092ad88244 \
-    --hash=sha256:7715a5a2c3378ba602c3a440558261e13a820bb53a82693aacd7b7f6d964e283 \
-    --hash=sha256:7b5f5fae05b8ac6d176a61b60c394a8cbdc2b5b91b81793066e68745cf165e54 \
-    --hash=sha256:7eacb17a9d41538a2bc4912eba5ef13823c83cb69e4d141d0813debe7163187f \
-    --hash=sha256:7ffdb990dcaa0234cf9845aead5df2e3c3a8b6507d409274dd87e0d5ab05ffc2 \
-    --hash=sha256:80eb4b04dadc4e67df3fae179a32c4706a3f495bc7f22fc8a81115d5f5512188 \
-    --hash=sha256:88e300d136eac057b2397aa1cfd7328b4c87c7eb66a09c7bc6a1292234db474e \
-    --hash=sha256:89101bfd5011e069be974903cb3a4e4523845e4ece2d62dcd8d358933c0ef249 \
-    --hash=sha256:8a17c42330e261299766b75ac1ea32caa437a9453c8f65d16a13140db378ecd3 \
-    --hash=sha256:8a271fcd66c74615cda6a964fda3f304267a12e50a084472218a39bb0376f563 \
-    --hash=sha256:8d8a23250ea3ec7b36de8fa4b541e9e2db3ee82915cc060ab0631609ad8b28de \
-    --hash=sha256:92fd6d44ac5e5a887c8a5dc4a8ba0ba908527c31c12f78c6bc7dcfe8aab279f6 \
-    --hash=sha256:975eac34b44a7077ca4d421348455b94f0f518246a7f14bc6d2fdcfe5b584368 \
-    --hash=sha256:9ab3c3a0b2ae6198e67c898dad5215a49f9ae0d0081b3c3ec59f333e39eeca26 \
-    --hash=sha256:9b1ec3274918a81d3ea778b9e75b56b72b33f300edb6cf7f3a7fe1dae56683de \
-    --hash=sha256:9d59e840387076a51016777a9328b3f2c427c6f9208a6e958bad251be50a648d \
-    --hash=sha256:a0cbed8bb44e23c5b199f888f4e4ce096b45ad9f25ff74a7ad0213875e936bb2 \
-    --hash=sha256:a19570c52a21420dcbc94e661994bc325c0b5b11304540fed514586da5dc8f2e \
-    --hash=sha256:a203a8bd0acb0701653d3bbb26e404854a68674139ed5cbb778830f42b09bb33 \
-    --hash=sha256:a4764e0bfc6a4d114c865b32520805c16a990ef5f286a514413b05d5ecd6a23d \
-    --hash=sha256:a57b0d05a0448eed231d59c0ceb287dde984551e54cbc51ac2d4865712838e9c \
-    --hash=sha256:a5c81f74d204d3edd136ebfd50dce53acbb776995d721a0fe801626cfc93b8cd \
-    --hash=sha256:a5ea42a752d47a145eae922b605cd1634665ac3d5ec1e72402d5048e8d60d207 \
-    --hash=sha256:a6fdf2433a5441ef9a95464f7c3e674775da1c8c1177fff311cee1acad4626ed \
-    --hash=sha256:add5217d68b31130f0beca584d7fef4878327d2e31642b66618a14eef312b63b \
-    --hash=sha256:b0703c2cef53e01baec47f7a3868009913ad71ec678bbecb42a6f40895e4ce62 \
-    --hash=sha256:b9152fca4a6466e114aaec745ae61cba739903a109754a9d4e1262f01e9259b1 \
-    --hash=sha256:c0141e37414c10164e702b8fb1473304221ad98f71600850c6ef7ff4880feba0 \
-    --hash=sha256:c3d35f87c7253b715d13d679e0783d845910144f282cb939fe1ba4ac8616269c \
-    --hash=sha256:c5551170cf4f5ff5623e9af81323751979fee2c731e2287b61f73cd27257b823 \
-    --hash=sha256:cbfc69be86e10dcfef5b1e6269d1d6926552aa89ee39e1de3353360c1b6989ab \
-    --hash=sha256:cc6ab7e555c8a112ad3a76e368e86e12a2754bcae1652a5602e133ec7b635523 \
-    --hash=sha256:cd443683db272ebaaca03af98c0b063ab30db70ea8a31a1559f35e3f7b744ccd \
-    --hash=sha256:d0932b81d72f552ded9d810d00021b64d89f2195a91ce115b893f943b7a4ab3c \
-    --hash=sha256:d40a890035c0058cadbdc4af7569800fd28a0e527a0fdbb7b5f9418f176846ce \
-    --hash=sha256:d5ee3ea898009fa898f85f9982255d35278c477bebe185beca249cab42d4526c \
-    --hash=sha256:d8ab31c9de8651a2facdd5c5bb0011f2380dd1a7af78ce2adf4b56095294fc07 \
-    --hash=sha256:dc71ff466927a201b08305acac451ebe1aedfcea002f62f1f2f2ac2ac1e6a135 \
-    --hash=sha256:de2daaaebd1a5aa88c49045b6baf9310b3263796bd88db713edf37cf53e7bb4e \
-    --hash=sha256:ded7b068c7c31c1a8657d4fd42d886b3e051ae29f88b80c5ff9d502257b0f071 \
-    --hash=sha256:e5cc9606aa5f4e0bde0d3bd502b44f743864c3ffa5cfa1011b1e30f5aa02366f \
-    --hash=sha256:e630136e905fe5ff43e86945ae41220b6d1470956a39220e708110ac48d01ea5 \
-    --hash=sha256:e6cd99ea59dd5d89f0c956606571d79bfe6f68c9eb7f4a4083a41a7f1587edee \
-    --hash=sha256:e7516cf6ae6b8a582c2770a0caed47b8a48373ed732c33d69a72913ae6ac923e \
-    --hash=sha256:ea37d5a157eb9493820d3792ac4ece28619a394391d2b9f2f78057d396ff0f0f \
-    --hash=sha256:ea8da1e900d758d078810d4255d8c6aa572181896a31ec79d779eb79c3adc9ad \
-    --hash=sha256:ed8cdb691169715a9a492844a83246f090182247d1a5031dc78a403f68ba1e97 \
-    --hash=sha256:ef08c1567c78074b22d1a200183d52d04a14df447bf70bcbb6a3507a48e776fc \
-    --hash=sha256:f16ba1efc0715b680a18b8123d90dad887c6112ae3555b4b5c32c149540c6b4e \
-    --hash=sha256:fa4f98af3a528f0c3fd592a26df7f376f93329c8f4d987f6bb979057af8bf5e2 \
-    --hash=sha256:ffea73584b216150eab159b6d12348fb253e68757974de1e2c40d8a318ac89ed
-    # via sqlalchemy
-gw-dsl-parser==0.1.49.1 \
-    --hash=sha256:b94eb1b286cb404b02e19914f8b4bea9897cadf26c4ca3877da88bd9312479a4 \
-    --hash=sha256:f0c086e4c1015355935b26ae471244523e9f5c2821c888fb9fe245252268a027
-    # via pygwalker
+    # via fastparquet
 h11==0.16.0 \
     --hash=sha256:4e35b956cf45792e4caa5885e69fba00bdbc6ffafbfa020300e549b208ee5ff1 \
     --hash=sha256:63cf8bbe7522de3bf65932fda1d9c2772064ffb3dae62d55932da54b31cb6c86
@@ -752,80 +414,19 @@ httpcore==1.0.9 \
 httpx==0.28.1 \
     --hash=sha256:75e98c5f16b0f35b567856f597f06ff2270a374470a5c2392242528e3e3e42fc \
     --hash=sha256:d909fcccc110f8c7faf814ca82a9a4d816bc5a6dbfea25d6591d6985b8ba59ad
-    # via -r requirements.in
+    # via -r sandbox/requirements.in
 idna==3.18 \
     --hash=sha256:7f952cbe720b688055e3f87de14f5c3e5fdaa8bc3928985c4077ca689de849a2 \
     --hash=sha256:ffb385a7e039654cef1ab9ef32c6fafe283c0c0467bba1d9029738ce4a14a848
     # via
     #   anyio
     #   httpx
-    #   requests
-importlib-metadata==9.0.0 \
-    --hash=sha256:2d21d1cc5a017bd0559e36150c21c830ab1dc304dedd1b7ea85d20f45ef3edd7 \
-    --hash=sha256:a4f57ab599e6a2e3016d7595cfd72eb4661a5106e787a95bcc90c7105b831efc
-    # via dask
-ipylab==1.0.0 \
-    --hash=sha256:86b3de8bc74925b8169b79bf56981df9a654556549a659698bc0ed24dfa6141d \
-    --hash=sha256:c4f0744b1f96d6c4605b986aa59ebccd64451bf71c9483a019ab7a52c5656170
-    # via pygwalker
-ipython==9.14.0 \
-    --hash=sha256:6f27ff0f1d9ea050e0551f71568bc4b34d8aba579e8f111c5b4175f44ac6b4aa \
-    --hash=sha256:8fd984a3372c14b12790b084ba6b5cff5678c0cb063244a0034f06a51f20d6c2
-    # via
-    #   ipywidgets
-    #   pygwalker
-ipython-pygments-lexers==1.1.1 \
-    --hash=sha256:09c0138009e56b6854f9535736f4171d855c8c08a563a0dcd8022f78355c7e81 \
-    --hash=sha256:a9462224a505ade19a605f71f8fa63c2048833ce50abc86768a0d81d876dc81c
-    # via ipython
-ipywidgets==8.1.8 \
-    --hash=sha256:61f969306b95f85fba6b6986b7fe45d73124d1d9e3023a8068710d47a22ea668 \
-    --hash=sha256:ecaca67aed704a338f88f67b1181b58f821ab5dc89c1f0f5ef99db43c1c2921e
-    # via
-    #   anywidget
-    #   ipylab
-    #   pygwalker
-jedi==0.20.0 \
-    --hash=sha256:7bdd9c2634f56713299976f4cbd59cb3fa92165cc5e05ea811fb253480728b67 \
-    --hash=sha256:c3f4ccbd276696f4b19c54618d4fb18f9fc24b0aef02acf704b23f487daa1011
-    # via ipython
-jinja2==3.1.6 \
-    --hash=sha256:0137fb05990d35f1275a587e9aee6d56da821fc83491a0fb838183be43f66d6d \
-    --hash=sha256:85ece4451f492d0c13c5dd7c13a64681a86afae63a5f347908daf103ce6d2f67
-    # via
-    #   altair
-    #   bokeh
-    #   pygwalker
 jmespath==1.1.0 \
     --hash=sha256:472c87d80f36026ae83c6ddd0f1d05d4e510134ed462851fd5f754c8c3cbb88d \
     --hash=sha256:a5663118de4908c91729bea0acadca56526eb2698e83de10cd116ae0f4e97c64
     # via
     #   boto3
     #   botocore
-joblib==1.5.3 \
-    --hash=sha256:5fc3c5039fc5ca8c0276333a188bbd59d6b7ab37fe6632daa76bc7f9ec18e713 \
-    --hash=sha256:8561a3269e6801106863fd0d6d84bb737be9e7631e33aaed3fb9ce5953688da3
-    # via scikit-learn
-jsonschema==4.26.0 \
-    --hash=sha256:0c26707e2efad8aa1bfc5b7ce170f3fccc2e4918ff85989ba9ffa9facb2be326 \
-    --hash=sha256:d489f15263b8d200f8387e64b4c3a75f06629559fb73deb8fdfb525f2dab50ce
-    # via altair
-jsonschema-specifications==2025.9.1 \
-    --hash=sha256:98802fee3a11ee76ecaca44429fda8a41bff98b00a0f2838151b113f210cc6fe \
-    --hash=sha256:b540987f239e745613c7a9176f3edb72b832a4ac465cf02712288397832b5e8d
-    # via jsonschema
-jupyterlab-widgets==3.0.16 \
-    --hash=sha256:423da05071d55cf27a9e602216d35a3a65a3e41cdf9c5d3b643b814ce38c19e0 \
-    --hash=sha256:45fa36d9c6422cf2559198e4db481aa243c7a32d9926b500781c830c80f7ecf8
-    # via ipywidgets
-kaleido==1.3.0 \
-    --hash=sha256:52714dfd38e8f2a114831826200c40bb10d0ca0c11d4272f3f48ad499cd8f8ea \
-    --hash=sha256:5e0378a7475e98852773deeb6483dee91f8aa7b364dde7b5f2b3622cb468a3e6
-    # via -r requirements.in
-kanaries-track==0.0.5 \
-    --hash=sha256:0b154cd2acdd3dc96804fc05aea7579d043353917a5c74fee4d9028c79126f2c \
-    --hash=sha256:926b29a28516ac2544eeb47cfd74c5d7d84c397f65b1e9d2daf373f7f4961543
-    # via pygwalker
 kiwisolver==1.5.0 \
     --hash=sha256:012b1eb16e28718fa782b5e61dc6f2da1f0792ca73bd05d54de6cb9561665fc9 \
     --hash=sha256:01808c6d15f4c3e8559595d6d1fe6411c68e4a3822b4b9972b44473b24f4e679 \
@@ -945,16 +546,6 @@ kiwisolver==1.5.0 \
     --hash=sha256:fd40bb9cd0891c4c3cb1ddf83f8bbfa15731a248fdc8162669405451e2724b09 \
     --hash=sha256:ff710414307fefa903e0d9bdf300972f892c23477829f49504e59834f4195398
     # via matplotlib
-locket==1.0.0 \
-    --hash=sha256:5c0d4c052a8bbbf750e056a8e65ccd309086f4f0f18a2eac306a8dfa4112a632 \
-    --hash=sha256:b6c819a722f7b6bd955b80781788e4a66a55628b858d347536b7e81325a3a5e3
-    # via partd
-logistro==2.0.1 \
-    --hash=sha256:06ffa127b9fb4ac8b1972ae6b2a9d7fde57598bf5939cd708f43ec5bba2d31eb \
-    --hash=sha256:8446affc82bab2577eb02bfcbcae196ae03129287557287b6a070f70c1985047
-    # via
-    #   choreographer
-    #   kaleido
 lz4==4.4.5 \
     --hash=sha256:0846e6e78f374156ccf21c631de80967e03cc3c01c373c665789dc0c5431e7fc \
     --hash=sha256:0bba042ec5a61fa77c7e380351a61cb768277801240249841defd2ff0a10742f \
@@ -1018,97 +609,6 @@ markdown-it-py==4.2.0 \
     --hash=sha256:04a21681d6fbb623de53f6f364d352309d4094dd4194040a10fd51833e418d49 \
     --hash=sha256:9f7ebbcd14fe59494226453aed97c1070d83f8d24b6fc3a3bcf9a38092641c4a
     # via rich
-markupsafe==3.0.3 \
-    --hash=sha256:0303439a41979d9e74d18ff5e2dd8c43ed6c6001fd40e5bf2e43f7bd9bbc523f \
-    --hash=sha256:068f375c472b3e7acbe2d5318dea141359e6900156b5b2ba06a30b169086b91a \
-    --hash=sha256:0bf2a864d67e76e5c9a34dc26ec616a66b9888e25e7b9460e1c76d3293bd9dbf \
-    --hash=sha256:0db14f5dafddbb6d9208827849fad01f1a2609380add406671a26386cdf15a19 \
-    --hash=sha256:0eb9ff8191e8498cca014656ae6b8d61f39da5f95b488805da4bb029cccbfbaf \
-    --hash=sha256:0f4b68347f8c5eab4a13419215bdfd7f8c9b19f2b25520968adfad23eb0ce60c \
-    --hash=sha256:1085e7fbddd3be5f89cc898938f42c0b3c711fdcb37d75221de2666af647c175 \
-    --hash=sha256:116bb52f642a37c115f517494ea5feb03889e04df47eeff5b130b1808ce7c219 \
-    --hash=sha256:12c63dfb4a98206f045aa9563db46507995f7ef6d83b2f68eda65c307c6829eb \
-    --hash=sha256:133a43e73a802c5562be9bbcd03d090aa5a1fe899db609c29e8c8d815c5f6de6 \
-    --hash=sha256:1353ef0c1b138e1907ae78e2f6c63ff67501122006b0f9abad68fda5f4ffc6ab \
-    --hash=sha256:15d939a21d546304880945ca1ecb8a039db6b4dc49b2c5a400387cdae6a62e26 \
-    --hash=sha256:177b5253b2834fe3678cb4a5f0059808258584c559193998be2601324fdeafb1 \
-    --hash=sha256:1872df69a4de6aead3491198eaf13810b565bdbeec3ae2dc8780f14458ec73ce \
-    --hash=sha256:1b4b79e8ebf6b55351f0d91fe80f893b4743f104bff22e90697db1590e47a218 \
-    --hash=sha256:1b52b4fb9df4eb9ae465f8d0c228a00624de2334f216f178a995ccdcf82c4634 \
-    --hash=sha256:1ba88449deb3de88bd40044603fafffb7bc2b055d626a330323a9ed736661695 \
-    --hash=sha256:1cc7ea17a6824959616c525620e387f6dd30fec8cb44f649e31712db02123dad \
-    --hash=sha256:218551f6df4868a8d527e3062d0fb968682fe92054e89978594c28e642c43a73 \
-    --hash=sha256:26a5784ded40c9e318cfc2bdb30fe164bdb8665ded9cd64d500a34fb42067b1c \
-    --hash=sha256:2713baf880df847f2bece4230d4d094280f4e67b1e813eec43b4c0e144a34ffe \
-    --hash=sha256:2a15a08b17dd94c53a1da0438822d70ebcd13f8c3a95abe3a9ef9f11a94830aa \
-    --hash=sha256:2f981d352f04553a7171b8e44369f2af4055f888dfb147d55e42d29e29e74559 \
-    --hash=sha256:32001d6a8fc98c8cb5c947787c5d08b0a50663d139f1305bac5885d98d9b40fa \
-    --hash=sha256:3524b778fe5cfb3452a09d31e7b5adefeea8c5be1d43c4f810ba09f2ceb29d37 \
-    --hash=sha256:3537e01efc9d4dccdf77221fb1cb3b8e1a38d5428920e0657ce299b20324d758 \
-    --hash=sha256:35add3b638a5d900e807944a078b51922212fb3dedb01633a8defc4b01a3c85f \
-    --hash=sha256:38664109c14ffc9e7437e86b4dceb442b0096dfe3541d7864d9cbe1da4cf36c8 \
-    --hash=sha256:3a7e8ae81ae39e62a41ec302f972ba6ae23a5c5396c8e60113e9066ef893da0d \
-    --hash=sha256:3b562dd9e9ea93f13d53989d23a7e775fdfd1066c33494ff43f5418bc8c58a5c \
-    --hash=sha256:457a69a9577064c05a97c41f4e65148652db078a3a509039e64d3467b9e7ef97 \
-    --hash=sha256:4bd4cd07944443f5a265608cc6aab442e4f74dff8088b0dfc8238647b8f6ae9a \
-    --hash=sha256:4e885a3d1efa2eadc93c894a21770e4bc67899e3543680313b09f139e149ab19 \
-    --hash=sha256:4faffd047e07c38848ce017e8725090413cd80cbc23d86e55c587bf979e579c9 \
-    --hash=sha256:509fa21c6deb7a7a273d629cf5ec029bc209d1a51178615ddf718f5918992ab9 \
-    --hash=sha256:5678211cb9333a6468fb8d8be0305520aa073f50d17f089b5b4b477ea6e67fdc \
-    --hash=sha256:591ae9f2a647529ca990bc681daebdd52c8791ff06c2bfa05b65163e28102ef2 \
-    --hash=sha256:5a7d5dc5140555cf21a6fefbdbf8723f06fcd2f63ef108f2854de715e4422cb4 \
-    --hash=sha256:69c0b73548bc525c8cb9a251cddf1931d1db4d2258e9599c28c07ef3580ef354 \
-    --hash=sha256:6b5420a1d9450023228968e7e6a9ce57f65d148ab56d2313fcd589eee96a7a50 \
-    --hash=sha256:722695808f4b6457b320fdc131280796bdceb04ab50fe1795cd540799ebe1698 \
-    --hash=sha256:729586769a26dbceff69f7a7dbbf59ab6572b99d94576a5592625d5b411576b9 \
-    --hash=sha256:77f0643abe7495da77fb436f50f8dab76dbc6e5fd25d39589a0f1fe6548bfa2b \
-    --hash=sha256:795e7751525cae078558e679d646ae45574b47ed6e7771863fcc079a6171a0fc \
-    --hash=sha256:7be7b61bb172e1ed687f1754f8e7484f1c8019780f6f6b0786e76bb01c2ae115 \
-    --hash=sha256:7c3fb7d25180895632e5d3148dbdc29ea38ccb7fd210aa27acbd1201a1902c6e \
-    --hash=sha256:7e68f88e5b8799aa49c85cd116c932a1ac15caaa3f5db09087854d218359e485 \
-    --hash=sha256:83891d0e9fb81a825d9a6d61e3f07550ca70a076484292a70fde82c4b807286f \
-    --hash=sha256:8485f406a96febb5140bfeca44a73e3ce5116b2501ac54fe953e488fb1d03b12 \
-    --hash=sha256:8709b08f4a89aa7586de0aadc8da56180242ee0ada3999749b183aa23df95025 \
-    --hash=sha256:8f71bc33915be5186016f675cd83a1e08523649b0e33efdb898db577ef5bb009 \
-    --hash=sha256:915c04ba3851909ce68ccc2b8e2cd691618c4dc4c4232fb7982bca3f41fd8c3d \
-    --hash=sha256:949b8d66bc381ee8b007cd945914c721d9aba8e27f71959d750a46f7c282b20b \
-    --hash=sha256:94c6f0bb423f739146aec64595853541634bde58b2135f27f61c1ffd1cd4d16a \
-    --hash=sha256:9a1abfdc021a164803f4d485104931fb8f8c1efd55bc6b748d2f5774e78b62c5 \
-    --hash=sha256:9b79b7a16f7fedff2495d684f2b59b0457c3b493778c9eed31111be64d58279f \
-    --hash=sha256:a320721ab5a1aba0a233739394eb907f8c8da5c98c9181d1161e77a0c8e36f2d \
-    --hash=sha256:a4afe79fb3de0b7097d81da19090f4df4f8d3a2b3adaa8764138aac2e44f3af1 \
-    --hash=sha256:ad2cf8aa28b8c020ab2fc8287b0f823d0a7d8630784c31e9ee5edea20f406287 \
-    --hash=sha256:b8512a91625c9b3da6f127803b166b629725e68af71f8184ae7e7d54686a56d6 \
-    --hash=sha256:bc51efed119bc9cfdf792cdeaa4d67e8f6fcccab66ed4bfdd6bde3e59bfcbb2f \
-    --hash=sha256:bdc919ead48f234740ad807933cdf545180bfbe9342c2bb451556db2ed958581 \
-    --hash=sha256:bdd37121970bfd8be76c5fb069c7751683bdf373db1ed6c010162b2a130248ed \
-    --hash=sha256:be8813b57049a7dc738189df53d69395eba14fb99345e0a5994914a3864c8a4b \
-    --hash=sha256:c0c0b3ade1c0b13b936d7970b1d37a57acde9199dc2aecc4c336773e1d86049c \
-    --hash=sha256:c47a551199eb8eb2121d4f0f15ae0f923d31350ab9280078d1e5f12b249e0026 \
-    --hash=sha256:c4ffb7ebf07cfe8931028e3e4c85f0357459a3f9f9490886198848f4fa002ec8 \
-    --hash=sha256:ccfcd093f13f0f0b7fdd0f198b90053bf7b2f02a3927a30e63f3ccc9df56b676 \
-    --hash=sha256:d2ee202e79d8ed691ceebae8e0486bd9a2cd4794cec4824e1c99b6f5009502f6 \
-    --hash=sha256:d53197da72cc091b024dd97249dfc7794d6a56530370992a5e1a08983ad9230e \
-    --hash=sha256:d6dd0be5b5b189d31db7cda48b91d7e0a9795f31430b7f271219ab30f1d3ac9d \
-    --hash=sha256:d88b440e37a16e651bda4c7c2b930eb586fd15ca7406cb39e211fcff3bf3017d \
-    --hash=sha256:de8a88e63464af587c950061a5e6a67d3632e36df62b986892331d4620a35c01 \
-    --hash=sha256:df2449253ef108a379b8b5d6b43f4b1a8e81a061d6537becd5582fba5f9196d7 \
-    --hash=sha256:e1c1493fb6e50ab01d20a22826e57520f1284df32f2d8601fdd90b6304601419 \
-    --hash=sha256:e1cf1972137e83c5d4c136c43ced9ac51d0e124706ee1c8aa8532c1287fa8795 \
-    --hash=sha256:e2103a929dfa2fcaf9bb4e7c091983a49c9ac3b19c9061b6d5427dd7d14d81a1 \
-    --hash=sha256:e56b7d45a839a697b5eb268c82a71bd8c7f6c94d6fd50c3d577fa39a9f1409f5 \
-    --hash=sha256:e8afc3f2ccfa24215f8cb28dcf43f0113ac3c37c2f0f0806d8c70e4228c5cf4d \
-    --hash=sha256:e8fc20152abba6b83724d7ff268c249fa196d8259ff481f3b1476383f8f24e42 \
-    --hash=sha256:eaa9599de571d72e2daf60164784109f19978b327a3910d3e9de8c97b5b70cfe \
-    --hash=sha256:ec15a59cf5af7be74194f7ab02d0f59a62bdcf1a537677ce67a2537c9b87fcda \
-    --hash=sha256:f190daf01f13c72eac4efd5c430a8de82489d9cff23c364c3ea822545032993e \
-    --hash=sha256:f34c41761022dd093b4b6896d4810782ffbabe30f2d443ff5f083e0cbbb8c737 \
-    --hash=sha256:f3e98bb3798ead92273dc0e5fd0f31ade220f59a266ffd8a4f6065e0a3ce0523 \
-    --hash=sha256:f42d0984e947b8adf7dd6dde396e720934d12c506ce84eea8476409563607591 \
-    --hash=sha256:f71a396b3bf33ecaa1626c255855702aca4d3d9fea5e051b41ac59a9c1c41edc \
-    --hash=sha256:f9e130248f4462aaa8e2552d547f36ddadbeaa573879158d721bbd33dfe4743a \
-    --hash=sha256:fed51ac40f757d41b7c48425901843666a6677e3e8eb0abcff09e4ba6e664f50
-    # via jinja2
 matplotlib==3.10.9 \
     --hash=sha256:09218df8a93712bd6ea133e83a153c755448cf7868316c531cffcc43f69d1cc9 \
     --hash=sha256:10cc5ce06d10231c36f40e875f3c7e8050362a4ee8f0ee5d29a6b3277d57bb42 \
@@ -1166,37 +666,16 @@ matplotlib==3.10.9 \
     --hash=sha256:f76e640a5268850bfda54b5131b1b1941cc685e42c5fa98ed9f2d64038308cba \
     --hash=sha256:fd66508e8c6877d98e586654b608a0456db8d7e8a546eb1e2600efd957302358
     # via
-    #   -r requirements.in
-    #   plotnine
+    #   -r sandbox/requirements.in
     #   seaborn
-matplotlib-inline==0.2.2 \
-    --hash=sha256:3c821cf1c209f59fb2d2d64abbf5b23b67bcb2210d663f9918dd851c6da1fcf6 \
-    --hash=sha256:72f3fe8fce36b70d4a5b612f899090cd0401deddc4ea90e1572b9f4bfb058c79
-    # via ipython
 mdurl==0.1.2 \
     --hash=sha256:84008a41e51615a49fc9966191ff91509e3c40b939176e643fd50a5c2196b8f8 \
     --hash=sha256:bb413d29f5eea38f31dd4754dd7377d4465116fb207585f97bf925588687c1ba
     # via markdown-it-py
-mizani==0.14.4 \
-    --hash=sha256:28934d91516d922d7cb0382c82a6c513692abc0174c42a50294ae571520633f9 \
-    --hash=sha256:ed72bf249e2a18b5dcc65cd54c7eaa5444b2cb09c7e18aafa2ab6f05f1b78620
-    # via plotnine
-monotonic==1.6 \
-    --hash=sha256:3a55207bcfed53ddd5c5bae174524062935efed17792e9de2ad0205ce9ad63f7 \
-    --hash=sha256:68687e19a14f11f26d140dd5c86f3dba4bf5df58003000ed467e0e2a69bca96c
-    # via segment-analytics-python
 narwhals==2.22.0 \
     --hash=sha256:1421797ede01789cc1537619dbc3f36f840737240f748fdb24a60a0225fc80be \
     --hash=sha256:6486282bb7e4b4ab55963efbd8be1451b764cc4874b74d1fd625eba9dc60b86f
-    # via
-    #   altair
-    #   bokeh
-    #   plotly
-    #   scikit-learn
-networkx==3.6.1 \
-    --hash=sha256:26b7c357accc0c8cde558ad486283728b65b6a95d85ee1cd66bafab4c8168509 \
-    --hash=sha256:d47fbf302e7d9cbbb9e2555a0d267983d2aa476bac30e90dfbe5669bd57f3762
-    # via -r requirements.in
+    # via plotly
 numpy==2.4.6 \
     --hash=sha256:001fbb8e08d942dd57599e781f2472269ee7f2755fae407b4f67b2f0b17da3f1 \
     --hash=sha256:0280e0356c0829a18d9de1cb7eee50ec22ca639878d7240307ca0943d73cd2c4 \
@@ -1271,109 +750,20 @@ numpy==2.4.6 \
     --hash=sha256:f407cb6b8e9d6d8c626bc73c945db1706035af8fd632295547bf1c9e46d092d6 \
     --hash=sha256:f74a575920ab21fe304421a3fc28793d82e299cae9eccb37084e9fc7f3617c20
     # via
-    #   -r requirements.in
-    #   bokeh
+    #   -r sandbox/requirements.in
     #   contourpy
     #   fastparquet
     #   matplotlib
-    #   mizani
     #   pandas
-    #   patsy
-    #   plotnine
-    #   pygwalker
-    #   scikit-learn
     #   scipy
     #   seaborn
-    #   statsmodels
-orjson==3.11.9 \
-    --hash=sha256:011382e2a60fda9d46f1cdee31068cfc52ffe952b587d683ec0463002802a0f4 \
-    --hash=sha256:03db380e3780fa0015ed776a90f20e8e20bb11dde13b216ce19e5718e3dfba62 \
-    --hash=sha256:051b102c93b4f634e89f3866b07b9a9a98915ada541f4ec30f177067b2694979 \
-    --hash=sha256:08f4d8ebb44925c794e535b2bebc507cebf32209df81de22ae285fb0d8d66de0 \
-    --hash=sha256:0b34789fa0da61cf7bef0546b09c738fb195331e017e477096d129e9105ab03d \
-    --hash=sha256:0e4eed3b200023042814d2fc8a5d2e880f13b52e1ed2485e83da4f3962f7dc1a \
-    --hash=sha256:115ab5f5f4a0f203cc2a5f0fb09aee503a3f771aa08392949ab5ca230c4fbdbd \
-    --hash=sha256:135869ef917b8704ea0a94e01620e0c05021c15c52036e4663baffe75e72f8ce \
-    --hash=sha256:147302878da387104b66bb4a8b0227d1d487e976ce41a8501916161072ed87b1 \
-    --hash=sha256:14ed654580c1ed2bc217352ec82f91b047aef82951aa71c7f64e0dcb03c0e180 \
-    --hash=sha256:16969c9d369c98eb084889c6e4d2d39b77c7eb38ceccf8da2a9fff62ae908980 \
-    --hash=sha256:19b72ed11572a2ee51a67a903afbe5af504f84ed6f529c0fe44b0ab3fb5cc697 \
-    --hash=sha256:231742b4a11dad8d5380a435962c57e91b7c37b79be858f4ef1c0df1a259897e \
-    --hash=sha256:25e4aed0312d292c09f61af25bba34e0b2c88546041472b09088c39a4d828af1 \
-    --hash=sha256:26a473dbb4162108b27901492546f83c76fdcea3d0eadff00ae7a07e18dcce09 \
-    --hash=sha256:277fefe9d76ee17eb14debf399e3533d4d63b5f677a4d3719eb763536af1f4bd \
-    --hash=sha256:2d057a602cdd19a0ad680417527c45b6961a095081c0f46fe0e03e304aac6470 \
-    --hash=sha256:32ef5f4283a3be81913947d19608eacb7c6608026851123790cd9cc8982af34b \
-    --hash=sha256:33d7d766701847dc6729846362dc27895d2f2d2251264f9d10e7cb9878194877 \
-    --hash=sha256:34fd2317602587321faab75ab76c623a0117e80841a6413654f04e47f339a8fb \
-    --hash=sha256:3513550321f8c8c811a7c3297b8a630e82dc08e4c10216d07703c997776236cd \
-    --hash=sha256:380cdce7ba24989af81d0a7013d0aaec5d0e2a21734c0e2681b1bc4f141957fe \
-    --hash=sha256:3a81d52442a7c99b3662333235b3adf96a1715864658b35bb797212be7bddb97 \
-    --hash=sha256:3ebca4179031ee716ed076ffadc29428e900512f6fccee8614c9983157fcf19c \
-    --hash=sha256:48ee05097750de0ff69ed5b7bbcf0732182fd57a24043dcc2a1da780a5ead3a5 \
-    --hash=sha256:4bab1b2d6141fe7b32ae71dac905666ece4f94936efbfb13d55bb7739a3a6021 \
-    --hash=sha256:4d4e98d6f3b8afed8bc8cd9718ec0cdf46661826beefb53fe8eafb37f2bf0362 \
-    --hash=sha256:4d7fde5501b944f83b3e665e1b31343ff6e154b15560a16b7130ea1e594a4206 \
-    --hash=sha256:4da3c38a2083ca4aaf9c2a36776cce3e9328e6647b10d118948f3cfb4913ffe4 \
-    --hash=sha256:4e39364e726a8fff737309aff059ff67d8a8c8d5b677be7bb49a8b3e84b7e218 \
-    --hash=sha256:4fd66214623f1b17501df9f0543bef0b833979ab5b6ded1e1d123222866aa8c9 \
-    --hash=sha256:4fef17e1f8722c11587a6ef18e35902450221da0028e65dbaaa543619e68e48f \
-    --hash=sha256:53b50b0e14084b8f7e29c5ce84c5af0f1160169b30d8a6914231d97d2fe297d4 \
-    --hash=sha256:57ea77fb70a448ce87d18fca050193202a3da5e54598f6501ca5476fb66cfe02 \
-    --hash=sha256:59e403b1cc5a676da8eaf31f6254801b7341b3e29efa85f92b48d272637e77be \
-    --hash=sha256:5b192c6cf397e4455b11523c5cf2b18ed084c1bbd61b6c0926344d2129481972 \
-    --hash=sha256:5f63aaf97afd9f6dec5b1a68e1b8da12bfccb4cb9a9a65c3e0b6c847849e7586 \
-    --hash=sha256:63e0efbc991250c0b3143488fa57d95affcabbfc63c99c48d625dd37779aafe2 \
-    --hash=sha256:6cc7923789694fd58f001cbcac7e47abc13af4d560ebbfcf3b41a8b1a0748124 \
-    --hash=sha256:71e63adb0e1f1ed5d9e168f50a91ceb93ae6420731d222dc7da5c69409aa47aa \
-    --hash=sha256:71f3db16e69b667b132e0f305a833d5497da302d801508cbb051ed9a9819da47 \
-    --hash=sha256:844417969855fc7a41be124aafe83dc424592a7f77cd4501900c67307122b92c \
-    --hash=sha256:8697ab6a080a5c46edaad50e2bc5bd8c7ca5c66442d24104fa44ec74910a8244 \
-    --hash=sha256:87e4d4ab280b0c87424d47695bec2182caf8cfc17879ea78dab76680194abc13 \
-    --hash=sha256:8aff7da9952a5ad1cef8e68017724d96c7b9a66e99e91d6252e1b133d67a7b10 \
-    --hash=sha256:8ecc30f10465fa1e0ce13fd01d9e22c316e5053a719a8d915d4545a09a5ff677 \
-    --hash=sha256:97d0d932803c1b164fde11cb542a9efcb1e0f63b184537cca65887147906ff48 \
-    --hash=sha256:97db4c94a7db398a5bd636273324f0b3fd58b350bbbac8bb380ceb825a9b40f4 \
-    --hash=sha256:9af678d6488357948f1f84c6cd1c1d397c014e1ae2f98ae082a44eb48f602624 \
-    --hash=sha256:9ef6fe90aadef185c7b128859f40beb24720b4ecea95379fc9000931179c3a49 \
-    --hash=sha256:9f78cf8fec5bd627f4082b8dfeac7871b43d7f3274904492a43dab39f18a19a0 \
-    --hash=sha256:a028425d1b440c5d92a6be1e1a020739dfe67ea87d96c6dbe828c1b30041728b \
-    --hash=sha256:a6082706765a95a6680d812e1daf1c0cfe8adec7831b3ff3b625693f3b461b1c \
-    --hash=sha256:a8f5f8bc7ce7d59f08d9f99fa510c06496164a24cb5f3d34537dbd9ca30132e2 \
-    --hash=sha256:aaea64f3f467d22e70eeed68bdccb3bc4f83f650446c4a03c59f2cba28a108db \
-    --hash=sha256:ace6c58523302d3b97b6ac5c38a5298a54b473762b6be82726b4265c41029f92 \
-    --hash=sha256:b3afcf569c15577a9fe64627292daa3e6b3a70f4fb77a5df246a87ec21681b94 \
-    --hash=sha256:b6ef1979adc4bc243523f1a2ba91418030a8e29b0a99cbe7e0e2d6807d4dce6e \
-    --hash=sha256:be4fa4f0af7fa18951f7ab3fc2148e223af211bf03f59e1c6034ec3f97f21d61 \
-    --hash=sha256:c2d3dc759490128c5c1711a53eeaa8ee1d437fd0038ffd2b6008abf46db3f882 \
-    --hash=sha256:c5d001196b89fa9cf0a4ab79766cd835b991a166e4b621ba95089edc50c429ff \
-    --hash=sha256:cce9127885941bd28f080cecf1f1d288336b7e0d812c345b08be88b572796254 \
-    --hash=sha256:cde1a448023ba7d5bb4c01c5afb48894380b5e4956e0627266526587ef4e535f \
-    --hash=sha256:d4087e5c0209a0a8efe4de3303c234b9c44d1174161dcd851e8eea07c7560b32 \
-    --hash=sha256:d8ea516b3726d190e1b4297e6f4e7a8650347ae053868a18163b4dd3641d1fff \
-    --hash=sha256:e30ab17845bb9fa54ccf67fa4f9f5282652d54faa6d17452f47d0f369d038673 \
-    --hash=sha256:e5c9b8f28e726e97d97696c826bc7bea5d71cecd63576dba92924a32c1961291 \
-    --hash=sha256:ea407d4ccf5891d667d045fecae97a7a1e5e87b3b97f97ae1803c2e741130be0 \
-    --hash=sha256:ea5c46eb2d3af39e806b986f4b09d5c2706a1f5afde3cbf7544ce6616127173c \
-    --hash=sha256:eebdbdeef0094e4f5aefa20dcd4eb2368ab5e7a3b4edea27f1e7b2892e009cf9 \
-    --hash=sha256:f01c4818b3fc9b0da8e096722a84318071eaa118df35f6ed2344da0e73a5444f \
-    --hash=sha256:f36b7f32c7c0db4a719f1fc5824db4a9c6f8bd1a354debb91faf26ebf3a4c71e \
-    --hash=sha256:f5d89a2ed90731df3be64bab0aa44f78bff39fdc9d71c291f4a8023aa46425b7 \
-    --hash=sha256:ffe02797b5e9f3a9d8292ddcd289b474ad13e81ad83cd1891a240811f1d2cb81
-    # via kaleido
 packaging==26.2 \
     --hash=sha256:5fc45236b9446107ff2415ce77c807cee2862cb6fac22b8a73826d0693b0980e \
     --hash=sha256:ff452ff5a3e828ce110190feff1178bb1f2ea2281fa2075aadb987c2fb221661
     # via
-    #   altair
-    #   bokeh
-    #   dask
     #   fastparquet
-    #   kaleido
     #   matplotlib
     #   plotly
-    #   pygwalker
-    #   statsmodels
 pandas==3.0.3 \
     --hash=sha256:0383c72c75cdcca61a9e116e611143902dbfd08bff356829c2f6d1cf40a9ca8c \
     --hash=sha256:05f1f1752b8533ea03f7f39a9c15b1a058d067bb48f4748948e7a8691e0510f2 \
@@ -1424,29 +814,9 @@ pandas==3.0.3 \
     --hash=sha256:f8894dc474d648fe7b6ff0ca9b0bd73950d19952bc1a6534540762c5d79d305c \
     --hash=sha256:fed2ff7fd9779120e388e285fc029bd5cf9490cdd2e4166a9ee22c0e49a9ab09
     # via
-    #   -r requirements.in
+    #   -r sandbox/requirements.in
     #   fastparquet
-    #   mizani
-    #   plotnine
-    #   pygwalker
     #   seaborn
-    #   statsmodels
-parso==0.8.7 \
-    --hash=sha256:a8926eb2a1b915486941fdbd31e86a4baf88fe8c210f25f2f35ecec5b574ca1c \
-    --hash=sha256:eaaac4c9fdd5e9e8852dc778d2d7405897ec510f2a298071453e5e3a07914bb1
-    # via jedi
-partd==1.4.2 \
-    --hash=sha256:978e4ac767ec4ba5b86c6eaa52e5a2a3bc748a2ca839e8cc798f1cc6ce6efb0f \
-    --hash=sha256:d022c33afbdc8405c226621b015e8067888173d85f7f5ecebb3cafed9a20f02c
-    # via dask
-patsy==1.0.2 \
-    --hash=sha256:37bfddbc58fcf0362febb5f54f10743f8b21dd2aa73dec7e7ef59d1b02ae668a \
-    --hash=sha256:cdc995455f6233e90e22de72c37fcadb344e7586fb83f06696f54d92f8ce74c0
-    # via statsmodels
-pexpect==4.9.0 \
-    --hash=sha256:7236d1e080e4936be2dc3e326cec0af72acf9212a7e1d060210e70a47e253523 \
-    --hash=sha256:ee7d41123f3c9911050ea2c2dac107568dc43b2d3b0c7557a33212c398ead30f
-    # via ipython
 pillow==12.2.0 \
     --hash=sha256:00a2865911330191c0b818c59103b58a5e697cae67042366970a6b6f1b20b7f9 \
     --hash=sha256:01afa7cf67f74f09523699b4e88c73fb55c13346d212a59a2db1f86b0a63e8c5 \
@@ -1539,293 +909,15 @@ pillow==12.2.0 \
     --hash=sha256:f490f9368b6fc026f021db16d7ec2fbf7d89e2edb42e8ec09d2c60505f5729c7 \
     --hash=sha256:fb043ee2f06b41473269765c2feae53fc2e2fbf96e5e22ca94fb5ad677856f06 \
     --hash=sha256:fc3d34d4a8fbec3e88a79b92e5465e0f9b842b628675850d860b8bd300b159f5
-    # via
-    #   bokeh
-    #   matplotlib
-platformdirs==4.10.0 \
-    --hash=sha256:31e761a6a0ca04faf7353ea759bdba55652be214725111e5aac52dfa29d4bef7 \
-    --hash=sha256:fb516cdb12eb0d857d0cd85a7c57cea4d060bee4578d6cf5a14dfdf8cbf8784a
-    # via choreographer
+    # via matplotlib
 plotly==6.7.0 \
     --hash=sha256:45eea0ff27e2a23ccd62776f77eb43aa1ca03df4192b76036e380bb479b892c6 \
     --hash=sha256:ac8aca1c25c663a59b5b9140a549264a5badde2e057d79b8c772ae2920e32ff0
-    # via -r requirements.in
-plotnine==0.15.4 \
-    --hash=sha256:4cc47539575670dbcbeed9cd44d0c3bb7973f815f679136ff3b70314266719b4 \
-    --hash=sha256:a55dde4bd00bf4c395bb4c99b36f25960625bf63e10ae4777cc7d83d878b1625
-    # via -r requirements.in
-polars==1.41.2 \
-    --hash=sha256:23ce9a2910b6e3e8d4258770bf44aa17170958df7af6e85feedf4458a04d8d29 \
-    --hash=sha256:256d6731162371b77f3f29a55eacb8c0fc740ddb1a293a01d2ef5b5393c5c708
-    # via -r requirements.in
-polars-runtime-32==1.41.2 \
-    --hash=sha256:18eea22c5cc34e27f8a60950458ad81e6a9ea75e89363ca1367e14e7e7f781fc \
-    --hash=sha256:1e5e5377c315e0dcafdfb2a31adc546abbaeb3f9cb1864e6536523d2af473265 \
-    --hash=sha256:20e969e08f9b137e233c04cc04de73d9795f89eb77d34854e40a025965a43763 \
-    --hash=sha256:2630540dfdfb0f36f9b04a07c7c2e3f50bf2ad384113263c1c812007ee9141e0 \
-    --hash=sha256:7af09ec1ab053da2c9669e8d15f809a4083a29be05db57111688b8051062af56 \
-    --hash=sha256:843d96f69d18eca53429c1198e58891db7f18111f83b9c419bb45ad9d73eaed5 \
-    --hash=sha256:95a08346dac337357cdb825c8076df7d36da54c4caa59a5cb41d0a30691c5edd \
-    --hash=sha256:dedfaeec2c7f995298da7319dd9431d662e5dd1d0ec51b1459df4a0234ceff52 \
-    --hash=sha256:e7016a3deb641b64a31447abbbee0f34bd020a6a9ae34ee6b743837def15e2a4
-    # via polars
-prompt-toolkit==3.0.52 \
-    --hash=sha256:28cde192929c8e7321de85de1ddbe736f1375148b02f2e17edd840042b1be855 \
-    --hash=sha256:9aac639a3bbd33284347de5ad8d68ecc044b91a762dc39b7c21095fcd6a19955
-    # via ipython
-psutil==7.2.2 \
-    --hash=sha256:0746f5f8d406af344fd547f1c8daa5f5c33dbc293bb8d6a16d80b4bb88f59372 \
-    --hash=sha256:076a2d2f923fd4821644f5ba89f059523da90dc9014e85f8e45a5774ca5bc6f9 \
-    --hash=sha256:11fe5a4f613759764e79c65cf11ebdf26e33d6dd34336f8a337aa2996d71c841 \
-    --hash=sha256:1a571f2330c966c62aeda00dd24620425d4b0cc86881c89861fbc04549e5dc63 \
-    --hash=sha256:1a7b04c10f32cc88ab39cbf606e117fd74721c831c98a27dc04578deb0c16979 \
-    --hash=sha256:1fa4ecf83bcdf6e6c8f4449aff98eefb5d0604bf88cb883d7da3d8d2d909546a \
-    --hash=sha256:2edccc433cbfa046b980b0df0171cd25bcaeb3a68fe9022db0979e7aa74a826b \
-    --hash=sha256:7b6d09433a10592ce39b13d7be5a54fbac1d1228ed29abc880fb23df7cb694c9 \
-    --hash=sha256:8c233660f575a5a89e6d4cb65d9f938126312bca76d8fe087b947b3a1aaac9ee \
-    --hash=sha256:917e891983ca3c1887b4ef36447b1e0873e70c933afc831c6b6da078ba474312 \
-    --hash=sha256:ab486563df44c17f5173621c7b198955bd6b613fb87c71c161f827d3fb149a9b \
-    --hash=sha256:ae0aefdd8796a7737eccea863f80f81e468a1e4cf14d926bd9b6f5f2d5f90ca9 \
-    --hash=sha256:b0726cecd84f9474419d67252add4ac0cd9811b04d61123054b9fb6f57df6e9e \
-    --hash=sha256:b58fabe35e80b264a4e3bb23e6b96f9e45a3df7fb7eed419ac0e5947c61e47cc \
-    --hash=sha256:c7663d4e37f13e884d13994247449e9f8f574bc4655d509c3b95e9ec9e2b9dc1 \
-    --hash=sha256:e452c464a02e7dc7822a05d25db4cde564444a67e58539a00f929c51eddda0cf \
-    --hash=sha256:e78c8603dcd9a04c7364f1a3e670cea95d51ee865e4efb3556a3a63adef958ea \
-    --hash=sha256:eb7e81434c8d223ec4a219b5fc1c47d0417b12be7ea866e24fb5ad6e84b3d988 \
-    --hash=sha256:ed0cace939114f62738d808fdcecd4c869222507e266e574799e9c0faa17d486 \
-    --hash=sha256:eed63d3b4d62449571547b60578c5b2c4bcccc5387148db46e0c2313dad0ee00 \
-    --hash=sha256:fd04ef36b4a6d599bbdb225dd1d3f51e00105f6d48a28f006da7f9822f2606d8
-    # via
-    #   ipython
-    #   pygwalker
-psygnal==0.15.1 \
-    --hash=sha256:06e0a90490e1205620d97ac52fbbe3282a22b126a26d02b3e1196bb46de16c7a \
-    --hash=sha256:07b4c4e03bbf4e8cad7e25f4fbc1ba9575fb9c3d14991bc7edfeb8b09c8d6d54 \
-    --hash=sha256:0c85b7d05b92ccbec47c75ab8a5545eda462e81a492c82424aba5ab81a3ad89d \
-    --hash=sha256:0f3bf68ca42569dfdce20c6cf915d34b78b9e3ddddacb9f78728224fda6946b4 \
-    --hash=sha256:0febcf757a1323d9b8bd75735ee3569213d8110012a7bf0f478e85c5ab459fc6 \
-    --hash=sha256:1ac399566852fe4354ce26a1acbe12319232e8c2b615fe5ad1e114c547095cf6 \
-    --hash=sha256:1adc41515f648696990964433f1e25d8dfd306813a3645366c85e01986ba57a0 \
-    --hash=sha256:2087aadc9404f007f79c2899e329932869e362c50de58b90631c5f49b4768cc5 \
-    --hash=sha256:2714ddaa41ea3134c0ee91cebd5fb11a88f254ea1d5948806ab0ad5f8be603d5 \
-    --hash=sha256:38ff18455b2ac73d4e8eea82ef298ce904b52e4dfdc603a24380c9c440e37519 \
-    --hash=sha256:4221140e633e45b076953c64bcb9b41a744833527f9a037c1ca98bc270798cbf \
-    --hash=sha256:4f0ce91b9c18e92281bf2c3fc4bb4e808d90f0b023d0a37b302d354188520338 \
-    --hash=sha256:4f53b4b83355b0a785b745987fd04e59bbf169a9028ed81a68ca7e05fb76d458 \
-    --hash=sha256:803fc33c4280c822c6f4b22e6c3ea7c4483e190f3cc69e69350098b3799476f3 \
-    --hash=sha256:877516056a5a383427a647fff2fad5179eaa3e12de2c083c273e748435414aef \
-    --hash=sha256:8d56f0f35eaf4a21f660de76885222faf9e8c7112454528d3394d464f3d4d1a3 \
-    --hash=sha256:8ee55e3997f796fd84d4fdbd829bb1b19d323e087c43d072744604a3016c8851 \
-    --hash=sha256:912bcf110bfe7b4aa121d24987b6a58afb967ff090a049dad136eaf3cbcc7bea \
-    --hash=sha256:ac0e693b29e0a429e97315a52313321855bef6140e9975b7ae78b4d93c8fbb42 \
-    --hash=sha256:b2e860c11fe075fd80c93a24081c577ef7ec5c9da41f0e75990aa4cccf3f79cf \
-    --hash=sha256:b5e4837dfbfa4974dabe0795e32be9aadcd87603adf734738ce1114f72238a05 \
-    --hash=sha256:bcbca12190f5aa65c1f8fb04a81fa6f4463c5f5dde25cd74c3a56ceff6f37b02 \
-    --hash=sha256:c923c322eeefb1140886927cfe7bda7c32341087e290e812b9c69a624ab72d54 \
-    --hash=sha256:d3a03055f331ce91d44581c71edb79938ccc133a94af2ce7ad3a18fa57ac7be5 \
-    --hash=sha256:d5b8bebcf99699ef50b6ef572868a490f6d191dc4466e5bd9818ca27e17cd581 \
-    --hash=sha256:e9fca977f5335deea39aed22e31d9795983e4f243e59a7d3c4105793adb7693d \
-    --hash=sha256:f64f62dee2306fc1c22050a59b6c6cdad126e04b0cf50e393ff858a1da719096
-    # via anywidget
-ptyprocess==0.7.0 \
-    --hash=sha256:4b41f3967fce3af57cc7e94b888626c18bf37a083e3651ca8feeb66d492fef35 \
-    --hash=sha256:5c5d0a3b48ceee0b48485e0c26037c0acd7d29765ca3fbb5cb3831d347423220
-    # via pexpect
-pure-eval==0.2.3 \
-    --hash=sha256:1db8e35b67b3d218d818ae653e27f06c3aa420901fa7b081ca98cbedc874e0d0 \
-    --hash=sha256:5f4e983f40564c576c7c8635ae88db5956bb2229d7e9237d03b3c0b0190eaf42
-    # via stack-data
-pyarrow==24.0.0 \
-    --hash=sha256:02b001b3ed4723caa44f6cd1af2d5c86aa2cf9971dacc2ffa55b21237713dfba \
-    --hash=sha256:04920d6a71aabd08a0417709efce97d45ea8e6fb733d9ca9ecffb13c67839f68 \
-    --hash=sha256:0b3537c00fb8d384f15ac1e79b6eb6db04a16514c8c1d22e59a9b95c8ba42868 \
-    --hash=sha256:1183baeb14c5f587b1ec52831e665718ce632caab84b7cd6b85fd44f96114495 \
-    --hash=sha256:14e31a3c9e35f1ab6356c6378f6f72830e6d2d5f1791df3774a7b097d18a6a1e \
-    --hash=sha256:1617043b99bd33e5318ae18eb2919af09c71322ef1ca46566cdafc6e6712fb66 \
-    --hash=sha256:1a4e45017efbf115032e4475ee876d525e0e36c742214fbe405332480ecd6275 \
-    --hash=sha256:1b2fe7f9a5566401a0ef2571f197eb92358925c1f0c8dba305d6e43ea0871bb3 \
-    --hash=sha256:1cc9057f0319e26333b357e17f3c2c022f1a83739b48a88b25bfd5fa2dc18838 \
-    --hash=sha256:2392d954fcb920f42d230284b677605e4e2fbb11f2821e823e642abd67fbb491 \
-    --hash=sha256:25ea65d868eb04015cd18e6df2fbe98f07e5bda2abefabcb88fce39a947716f6 \
-    --hash=sha256:295f0a7f2e242dabd513737cf076007dc5b2d59237e3eca37b05c0c6446f3826 \
-    --hash=sha256:2f16197705a230a78270cdd4ea8a1d57e86b2fdcbc34a1f6aebc72e65c986f9a \
-    --hash=sha256:35405aecb474e683fb36af650618fd5340ee5471fc65a21b36076a18bbc6c981 \
-    --hash=sha256:38be1808cdd068605b787e6ca9119b27eb275a0234e50212c3492331680c3b1e \
-    --hash=sha256:3a577bd840ca83f646f0a625dbc571dba7044c43c2d1503afc378b570954345c \
-    --hash=sha256:3b13dedfe76a0ad2d1d859b0811b53827a4e9d93a0bcb05cf59333ab4980cc7e \
-    --hash=sha256:418e48ce50a45a6a6c73c454677203a9c75c966cb1e92ca3370959185f197a05 \
-    --hash=sha256:55a3bc1e3df3b5567b7d27ef551b2283f0c68a5e86f1cd56abc569da4f31335b \
-    --hash=sha256:6165461f55ef6314f026de6638d661188e3455d3ec49834556a0ebbdbace18bb \
-    --hash=sha256:61a3d7eaa97a14768b542f3d284dc6400dd2470d9f080708b13cd46b6ae18136 \
-    --hash=sha256:6233c9ed9ab9d1db47de57d9753256d9dcffbf42db341576099f0fd9f6bf4810 \
-    --hash=sha256:641f795b361874ac9da5294f8f443dfdbee355cf2bd9e3b8d97aaac2306b9b37 \
-    --hash=sha256:644a246325b8c69c595ad1dd4b463eba4b0cdb731370e4a86137d433208d6147 \
-    --hash=sha256:6f066b179d68c413374294bc1735f68475457c933258df594443bb9d88ddc2a0 \
-    --hash=sha256:7986f1fa71cee060ad00758bcc79d3a93bab8559bf978fab9e53472a2e25a17b \
-    --hash=sha256:7c2b98645d576a0b9616892ead22b64a83a5f043c5e2ca15ebcefcb5b70c80cb \
-    --hash=sha256:806f24b4085453c197a5078218d1ee08783ebbba271badd153d1ae22a3ee804f \
-    --hash=sha256:85fe721a14dd823aca09127acbb06c3ca723efbd436c004f16bca601b04dcc83 \
-    --hash=sha256:8adc8e6ce5fccf5dc707046ae4914fd537def529709cc0d285d37a7f9cd442ca \
-    --hash=sha256:9700ebd9a51f5895ce75ff4ac4b3c47a7d4b42bc618be8e713e5d56bacf5f931 \
-    --hash=sha256:9b18371ad2f44044b81a8d23bc2d8a9b6a6226dca775e8e16cfee640473d6c5d \
-    --hash=sha256:a964266397740257f16f7bb2e4f08a0c81454004beab8ff59dd531b73610e9f2 \
-    --hash=sha256:adbbedc55506cbdabb830890444fb856bfb0060c46c6f8026c6c2f2cf86ae795 \
-    --hash=sha256:ae8a1145af31d903fa9bb166824d7abe9b4681a000b0159c9fb99c11bc11ad26 \
-    --hash=sha256:b0e131f880cda8d04e076cee175a46fc0e8bc8b65c99c6c09dff6669335fde74 \
-    --hash=sha256:b196eb3f931862af3fa84c2a253514d859c08e0d8fe020e07be12e75a5a9780c \
-    --hash=sha256:b7d9a514e73bc42711e6a35aaccf3587c520024fe0a25d830a1a8a27c15f4f57 \
-    --hash=sha256:bec9373df11544592b0ba7ec2af0e35059e5f0e7647c6183a854dedd193298f1 \
-    --hash=sha256:c42ab9439498270139cc63e18847a02afe5c8b3ed9c931266533cfe378bd3591 \
-    --hash=sha256:c91d00057f23b8d353039520dc3a6c09d8608164c692e9f59a175a42b2ae0c19 \
-    --hash=sha256:d3e0b61e8efb24ed38898e5cdc5fffa9124be480008d401a1f8071500494ae42 \
-    --hash=sha256:d7027eba1df3b2069e2e8d80f644fa0918b68c46432af3d088ddd390d063ecde \
-    --hash=sha256:d8ddd2768da81d3ee08cfea9b597f4abb4e8e1dc8ae7e204b608d23a0d3ab699 \
-    --hash=sha256:e3268e43984d0b1a185c89b4cfff282a7ead12fc93f56cfd7088bdbcbe727041 \
-    --hash=sha256:e4505fc6583f7b05ab854934896bcac8253b04ac1171a77dfb73efef92076d91 \
-    --hash=sha256:e56a1ffe9bf7b727432b89104cc0849c21582949dd7bdcb34f17b2001a351a76 \
-    --hash=sha256:e6f1278ee4785b6db21229374a1c9e54ec7c549de5d1efc9630b6207de7e170b \
-    --hash=sha256:f7616236ec1bc2b15bfdec22a71ab38851c86f8f05ff64f379e1278cf20c634a \
-    --hash=sha256:fb24ac194bfc5e86839d7dcd52092ee31e5fe6733fe11f5e3b06ef0812b20072
-    # via
-    #   -r requirements.in
-    #   pygwalker
-pydantic==2.13.4 \
-    --hash=sha256:45a282cde31d808236fd7ea9d919b128653c8b38b393d1c4ab335c62924d9aba \
-    --hash=sha256:c40756b57adaa8b1efeeced5c196f3f3b7c435f90e84ea7f443901bec8099ef6
-    # via pygwalker
-pydantic-core==2.46.4 \
-    --hash=sha256:00c603d540afdd6b80eb39f078f33ebd46211f02f33e34a32d9f053bba711de0 \
-    --hash=sha256:0186750b482eefa11d7f435892b09c5c606193ef3375bcf94aa00ae6bfb66262 \
-    --hash=sha256:041bde0a48fd37cf71cab1c9d56d3e8625a3793fef1f7dd232b3ff37e978ecda \
-    --hash=sha256:0c563b08bca408dc7f65f700633d8442fffb2421fc47b8101377e9fd65051ff0 \
-    --hash=sha256:0cbe8b01f948de4286c74cdd6c667aceb38f5c1e26f0693b3983d9d74887c65e \
-    --hash=sha256:0ce40cd7b21210e99342afafbd4d0f76d784eb5b1d60f3bdc566be4983c6c73b \
-    --hash=sha256:0e96592440881c74a213e5ad528e2b24d3d4f940de2766bed9010ab1d9e51594 \
-    --hash=sha256:10e17cbb10a330363733efc4d7c4d0dd827ac0909b8f6a6542298fed1ea62f29 \
-    --hash=sha256:133878133d271ade3d41d1bfb2a45ec38dbdbda40bc065921c6b04e4630127e2 \
-    --hash=sha256:14d4edf427bdcf950a8a02d7cb44a08614388dd6e1bdcbf4f67504fa7887da9c \
-    --hash=sha256:14f4c5d6db102bd796a627bbb3a17b4cf4574b9ae861d8b7c9a9661c6dd3362d \
-    --hash=sha256:17299feefe090f2caa5b8e37222bb5f663e4935a8bfa6931d4102e5df1a9f398 \
-    --hash=sha256:184c081504d17f1c1066e430e117142b2c77d9448a97f7b65c6ac9fd9aee238d \
-    --hash=sha256:18e5ceec2ab67e6d5f1a9085e5a24c9c4e2ac4545730bfe668680bca05e555f3 \
-    --hash=sha256:19e51f073cd3df251856a8a4189fbdf1de4012c3ebacfb1884f94f1eb406079f \
-    --hash=sha256:1a7dd0b3ee80d90150e3495a3a13ac34dbcbfd4f012996a6a1d8900e91b5c0fb \
-    --hash=sha256:1d8ba486450b14f3b1d63bc521d410ec7565e52f887b9fb671791886436a42f7 \
-    --hash=sha256:2108ba5c1c1eca18030634489dc544844144ee36357f2f9f780b93e7ddbb44b5 \
-    --hash=sha256:228ee9bae8bef5b1e97ec58302f80357c37199e0d0a99174e138d28e6957b9d9 \
-    --hash=sha256:23ace664830ee0bfe014a0c7bc248b1f7f25ed7ad103852c317624a1083af462 \
-    --hash=sha256:2412e734dcb48da14d4e4006b82b46b74f2518b8a26ee7e58c6844a6cd6d03c4 \
-    --hash=sha256:29c61fc04a3d840155ff08e475a04809278972fe6aef51e2720554e96367e34b \
-    --hash=sha256:2f84c03c8607173d16b5a854ec68a2f9079ae03237a54fb506d13af47e1d018d \
-    --hash=sha256:3009f12e4e90b7f88b4f9adb1b0c4a3d58fe7820f3238c190047209d148026df \
-    --hash=sha256:3245406455a5d98187ec35530fd772b1d799b26667980872c8d4614991e2c4a2 \
-    --hash=sha256:3447661d99f75a3683a4cf5c87da72f2161964611864dbbeac7fbb118bb4bfc0 \
-    --hash=sha256:372429a130e469c9cd698925ce5fc50940b7a1336b0d82038e63d5bbc4edc519 \
-    --hash=sha256:395aebd9183f9d112f569aeb5b2214d1a10a33bec8456447f7fbdfa51d38d4cd \
-    --hash=sha256:3a233125ac121aa3ffba9a2b59edfc4a985a76092dc8279586ab4b71390875e7 \
-    --hash=sha256:3be77f45df024d789a672ae34f8b06fb346c4f9f46ea714956660ea4862e89ac \
-    --hash=sha256:3bf92c5d0e00fefaab325a4d27828fe6b6e2a21848686b5b60d2d9eeb09d76c6 \
-    --hash=sha256:3ecbc122d18468d06ca279dc26a8c2e2d5acb10943bb35e36ae92096dc3b5565 \
-    --hash=sha256:3fb702cd90b0446a3a1c5e470bfa0dd23c0233b676a9099ddcc964fa6ca13898 \
-    --hash=sha256:428e04521a40150c85216fc8b85e8d39fece235a9cf5e383761238c7fa9b96fb \
-    --hash=sha256:432c179df7874eeb73307aad2df0755e1ae0efa61ff0ea89b93e194411ae3928 \
-    --hash=sha256:4a05d69cba51d852c5c3e92758653245a50c0b646ced0cf05bd793ed592839d6 \
-    --hash=sha256:4c63ebc82684aa89d9a3bcbd13d515b3be44250dc68dd3bd81526c1cb31286c3 \
-    --hash=sha256:4fc73cb559bdb54b1134a706a2802a4cddd27a0633f5abb7e53056268751ac6a \
-    --hash=sha256:4fcbe087dbc2068af7eda3aa87634eba216dbda64d1ae73c8684b621d33f6596 \
-    --hash=sha256:56cb4851bcaf3d117eddcef4fe66afd750a50274b0da8e22be256d10e5611987 \
-    --hash=sha256:5855698a4856556d86e8e6cd8434bc3ac0314ee8e12089ae0e143f64c6256e4e \
-    --hash=sha256:5a4330cdbc57162e4b3aa303f588ba752257694c9c9be3e7ebb11b4aca659b5d \
-    --hash=sha256:5b712b53160b79a5850310b912a5ef8e57e56947c8ad690c227f5c9d7e561712 \
-    --hash=sha256:5d5902252db0d3cedf8d4a1bc68f70eeb430f7e4c7104c8c476753519b423008 \
-    --hash=sha256:617d7e2ca7dcb8c5cf6bcb8c59b8832c94b36196bbf1cbd1bfb56ed341905edd \
-    --hash=sha256:62f875393d7f270851f20523dd2e29f082bcc82292d66db2b64ea71f64b6e1c1 \
-    --hash=sha256:633147d34cf4550417f12e2b1a0383973bdf5cdfde212cb09e9a581cf10820be \
-    --hash=sha256:66ce7632c22d837c95301830e111ad0128a32b8207533b60896a96c4915192ea \
-    --hash=sha256:6b3ace8194b0e5204818c92802dcdca7fc6d88aabbb799d7c795540d9cd6d292 \
-    --hash=sha256:6f2eeda33a839975441c86a4119e1383c50b47faf0cbb5176985565c6bb02c33 \
-    --hash=sha256:7027560ee92211647d0d34e3f7cd6f50da56399d26a9c8ad0da286d3869a53f3 \
-    --hash=sha256:7283d57845ecf5a163403eb0702dfc220cc4fbdd18919cb5ccea4f95ee1cdab4 \
-    --hash=sha256:7a5f930472650a82629163023e630d160863fce524c616f4e5186e5de9d9a49b \
-    --hash=sha256:7bfb192b3f4b9e8a89b6277b6ce787564f62cfd272055f6e685726b111dc7826 \
-    --hash=sha256:811ff8e9c313ab425368bcbb36e5c4ebd7108c2bbf4e4089cfbb0b01eff63fac \
-    --hash=sha256:8233f2947cf85404441fd7e0085f53b10c93e0ee78611099b5c7237e36aacbf7 \
-    --hash=sha256:82cf5301172168103724d49a1444d3378cb20cdee30b116a1bd6031236298a5d \
-    --hash=sha256:8358a950c8909158e3df31538a7e4edc2d7265a7c54b47f0864d9e5bae9dcebf \
-    --hash=sha256:85bb3611ff1802f3ee7fdd7dbff26b56f343fb432d57a4728fdd49b6ef35e2f4 \
-    --hash=sha256:86e1a4418c6cd97d60c95c71164158eaf7324fae7b0923264016baa993eba6fc \
-    --hash=sha256:8b9bab013d1c7a79d3501ff86d0bc9c31bf587db4551677b96bec07df78c6b15 \
-    --hash=sha256:8c5dac79fa1614d1e06ca695109c6105923bd9c7d1d6c918d4e637b7e6b32fd3 \
-    --hash=sha256:8d0820e8192167f80d88d64038e609c31452eeca865b4e1d9950a27a4609b00b \
-    --hash=sha256:8daafc69c93ee8a0204506a3b6b30f586ef54028f52aeeeb5c4cfc5184fd5914 \
-    --hash=sha256:9037063db01f09b09e237c282b6792bd4da634b5402c4e7f0c61effed7701a04 \
-    --hash=sha256:905a0ed8ea6f2d61c1738835f99b699348d7857379083e5fc497fa0c967a407c \
-    --hash=sha256:90884113d8b48f760e9587002789ddd741e76ab9f89518cd1e43b1f1a52ec44b \
-    --hash=sha256:91a06d2e259ecfbd8c901d70c3c507900458498142b3026a296b7de4d1322cc9 \
-    --hash=sha256:926c9541b14b12b1681dca8a0b75feb510b06c6341b70a8e500c2fdcff837cce \
-    --hash=sha256:9401557acd873c3a7f3eb9383edef8ac4968f9510e340f4808d427e75667e7b4 \
-    --hash=sha256:9551187363ffc0de2a00b2e47c25aeaeb1020b69b668762966df15fc5659dd5a \
-    --hash=sha256:962ccbab7b642487b1d8b7df90ef677e03134cf1fd8880bf698649b22a69371f \
-    --hash=sha256:97e7cf2be5c77b7d1a9713a05605d49460d02c6078d38d8bef3cbe323c548424 \
-    --hash=sha256:9aa768456404a8bf48a4406685ac2bec8e72b62c69313734fa3b73cf33b3a894 \
-    --hash=sha256:9bc519fbf2b7578398853d815009ae5e4d4603d12f4e3f91da8c06852d3da3e9 \
-    --hash=sha256:9d56801be94b86a9da183e5f3766e6310752b99ff647e38b09a9500d88e46e76 \
-    --hash=sha256:9f444c499b3eefd3a92e348059471ea0c3a6e303d9c1cec09fa748fd9f895201 \
-    --hash=sha256:9fa8ae11da9e2b3126c6426f147e0fba88d96d65921799bb30c6abd1cb2c97fb \
-    --hash=sha256:a0f62d0a58f4e7da165457e995725421e0064f2255d8eccebc49f41bbc23b109 \
-    --hash=sha256:a396dcc17e5a0b164dbe026896245a4fa9ff402edca1dff0be3d53a517f74de4 \
-    --hash=sha256:aaa2a54443eff1950ba5ddc6b6ccda0d9c84a364276a62f969bdf2a390650848 \
-    --hash=sha256:ad785e92e6dc634c21555edc8bd6b64957ab844541bcb96a1366c202951ae526 \
-    --hash=sha256:af8244b2bef6aaad6d92cda81372de7f8c8d36c9f0c3ea36e827c60e7d9467a0 \
-    --hash=sha256:b078afbc25f3a1436c7a1d2cd3e322497ee99615ba97c563566fdf46aff1ee01 \
-    --hash=sha256:b2f69dec1725e79a012d920df1707de5caf7ed5e08f3be4435e25803efc47458 \
-    --hash=sha256:b8458003118a712e66286df6a707db01c52c0f52f7db8e4a38f0da1d3b94fc4e \
-    --hash=sha256:bb63e0198ca18aad131c089b9204c23079c3afa95487e561f4c522d519e55aba \
-    --hash=sha256:bfec22eab3c8cc2ceec0248aec886624116dc079afa027ecc8ad4a7e62010f8a \
-    --hash=sha256:c1747f85cee84c26985853c6f3d9bd3e75da5212912443fa111c113b9c246f39 \
-    --hash=sha256:c1b3f518abeca3aa13c712fd202306e145abf59a18b094a6bafb2d2bbf59192c \
-    --hash=sha256:c50f2528cf200c5eed56faf3f4e22fcd5f38c157a8b78576e6ba3168ec35f000 \
-    --hash=sha256:c68fcd102d71ea85c5b2dfac3f4f8476eff42a9e078fd5faefff6d145063536b \
-    --hash=sha256:c7a7bd4e39e8e4c12c39cd480356842b6a8a06e41b23a55a5e3e191718838ddf \
-    --hash=sha256:c94f0688e7b8d0a67abf40e57a7eaaecd17cc9586706a31b76c031f63df052b4 \
-    --hash=sha256:cbaf13819775b7f769bf4a1f066cb6df7a28d4480081a589828ef190226881cd \
-    --hash=sha256:cd2213145bcc2ba85884d0ac63d222fece9209678f77b9b4d76f054c561adb28 \
-    --hash=sha256:ce5c1d2a8b27468f433ca974829c44060b8097eedc39933e3c206a90ee49c4a9 \
-    --hash=sha256:d396ec2b979760aaf3218e76c24e65bd0aca24983298653b3a9d7a45f9e47b30 \
-    --hash=sha256:d51026d73fcfd93610abc7b27789c26b313920fcfb20e27462d74a7f8b06e983 \
-    --hash=sha256:d80ee3d731373b24cebbc10d689ca4ee1875caf0d5703a245db18efd4dd37fc1 \
-    --hash=sha256:d995260fdf4e1db774581b4900e0f832abe3c7c84996726bbc161b19c8f29e76 \
-    --hash=sha256:da4b951fe36dc7c3a1ccb4e3cd1747c3542b8c9ceede8fc86cae054e764485f5 \
-    --hash=sha256:daa27d92c36f24388fe3ad306b174781c747627f134452e4f128ea00ce1fe8c4 \
-    --hash=sha256:db06ffe51636ffe9ca531fe9023dd64bdd794be8754cb5df57c5498ae5b518a7 \
-    --hash=sha256:e0d65b8c354be7fb5f720c3caa8bc940bc2d20ce749c8e06135f07f8ed95dd7c \
-    --hash=sha256:e68b7a074f65a2fd746c52a7ce6142ab7006074ac269ace0c25cd8ba171f8066 \
-    --hash=sha256:e739fee756ba1010f8bcccb534252e85a35fe45ae92c295a06059ce58b74ccd3 \
-    --hash=sha256:e846ae7835bf0703ae43f534ab79a867146dadd59dc9ca5c8b53d5c8f7c9ef02 \
-    --hash=sha256:e9c26f834c65f5752f3f06cb08cb86a913ceb7274d0db6e267808a708b46bc89 \
-    --hash=sha256:ea793e075b70290d89d8142074262885d3f7da19634845135751bd6344f73b50 \
-    --hash=sha256:f027324c56cd5406ca49c124b0db10e56c69064fec039acc571c29020cc87c76 \
-    --hash=sha256:f13a646d65d09fbf1bc6b3a9635d30095c8e7e5cc419ff35ecc563c5fd04cd49 \
-    --hash=sha256:f47286a97f0bc9b8859519809077b91b2cefe4ae47fcbf5e466a009c1c5d742b \
-    --hash=sha256:f747929cf940cddb5b3668a390056ddd5ba2e5010615ea2dcf4f9c4f3ab8791d \
-    --hash=sha256:f99626688942fb746e545232e7726926f3be91b5975f8b55327665fafda991c7 \
-    --hash=sha256:f9fa868638bf362d3d138ea55829cefb3d5f4b0d7f142234382a15e2485dbec4 \
-    --hash=sha256:fbdb89b3e1c94a30cc5edfce477c6e6a5dc4d8f84665b455c27582f211a1c72c \
-    --hash=sha256:fc010ab034c8c7452522748bf937df58020d256ccae0874463d1f4d01758af8e \
-    --hash=sha256:fc3e9034a63de20e15e8ade85358bc6efc614008cab72898b4b4952bea0509ff \
-    --hash=sha256:fd8b3d9fd264be37976686c7f65cd52a83f5e84f4bfd2adf9c1d469676bbb6ae
-    # via pydantic
+    # via -r sandbox/requirements.in
 pygments==2.20.0 \
     --hash=sha256:6757cd03768053ff99f3039c1a36d6c0aa0b263438fcab17520b30a303a82b5f \
     --hash=sha256:81a9e26dd42fd28a23a2d169d86d7ac03b46e2f8b59ed4698fb4785f946d0176
-    # via
-    #   ipython
-    #   ipython-pygments-lexers
-    #   rich
-pygwalker==0.5.0.1 \
-    --hash=sha256:888b7959cb9132ccd6deba4a060d730f919300420f172ab3cfaa2e2e290f1315 \
-    --hash=sha256:f37f83104e26b0824531675396fe9108b0e2d2a1936b2d85d24ae2d9314c9977
-    # via -r requirements.in
+    # via rich
 pyparsing==3.3.2 \
     --hash=sha256:850ba148bd908d7e2411587e247a1e4f0327839c40e2e5e6d05a007ecc69911d \
     --hash=sha256:c777f4d763f140633dcb6d8a3eda953bf7a214dc4eff598413c070bcdc117cbc
@@ -1834,285 +926,22 @@ python-dateutil==2.9.0.post0 \
     --hash=sha256:37dd54208da7e1cd875388217d5e00ebd4179249f90fb72437e91a35459a0ad3 \
     --hash=sha256:a8b2bc7bffae282281c8140a97d3aa9c14da0b136dfe83f850eea9a5f7470427
     # via
-    #   -r requirements.in
-    #   arrow
+    #   -r sandbox/requirements.in
     #   botocore
-    #   dateutils
     #   matplotlib
     #   pandas
-    #   segment-analytics-python
 pytz==2026.2 \
     --hash=sha256:04156e608bee23d3792fd45c94ae47fae1036688e75032eea2e3bf0323d1f126 \
     --hash=sha256:0e60b47b29f21574376f218fe21abc009894a2321ea16c6754f3cad6eb7cdd6a
-    # via
-    #   -r requirements.in
-    #   dateutils
-    #   pygwalker
-pyyaml==6.0.3 \
-    --hash=sha256:00c4bdeba853cc34e7dd471f16b4114f4162dc03e6b7afcc2128711f0eca823c \
-    --hash=sha256:0150219816b6a1fa26fb4699fb7daa9caf09eb1999f3b70fb6e786805e80375a \
-    --hash=sha256:02893d100e99e03eda1c8fd5c441d8c60103fd175728e23e431db1b589cf5ab3 \
-    --hash=sha256:02ea2dfa234451bbb8772601d7b8e426c2bfa197136796224e50e35a78777956 \
-    --hash=sha256:0f29edc409a6392443abf94b9cf89ce99889a1dd5376d94316ae5145dfedd5d6 \
-    --hash=sha256:10892704fc220243f5305762e276552a0395f7beb4dbf9b14ec8fd43b57f126c \
-    --hash=sha256:16249ee61e95f858e83976573de0f5b2893b3677ba71c9dd36b9cf8be9ac6d65 \
-    --hash=sha256:1d37d57ad971609cf3c53ba6a7e365e40660e3be0e5175fa9f2365a379d6095a \
-    --hash=sha256:1ebe39cb5fc479422b83de611d14e2c0d3bb2a18bbcb01f229ab3cfbd8fee7a0 \
-    --hash=sha256:214ed4befebe12df36bcc8bc2b64b396ca31be9304b8f59e25c11cf94a4c033b \
-    --hash=sha256:2283a07e2c21a2aa78d9c4442724ec1eb15f5e42a723b99cb3d822d48f5f7ad1 \
-    --hash=sha256:22ba7cfcad58ef3ecddc7ed1db3409af68d023b7f940da23c6c2a1890976eda6 \
-    --hash=sha256:27c0abcb4a5dac13684a37f76e701e054692a9b2d3064b70f5e4eb54810553d7 \
-    --hash=sha256:28c8d926f98f432f88adc23edf2e6d4921ac26fb084b028c733d01868d19007e \
-    --hash=sha256:2e71d11abed7344e42a8849600193d15b6def118602c4c176f748e4583246007 \
-    --hash=sha256:34d5fcd24b8445fadc33f9cf348c1047101756fd760b4dacb5c3e99755703310 \
-    --hash=sha256:37503bfbfc9d2c40b344d06b2199cf0e96e97957ab1c1b546fd4f87e53e5d3e4 \
-    --hash=sha256:3c5677e12444c15717b902a5798264fa7909e41153cdf9ef7ad571b704a63dd9 \
-    --hash=sha256:3ff07ec89bae51176c0549bc4c63aa6202991da2d9a6129d7aef7f1407d3f295 \
-    --hash=sha256:41715c910c881bc081f1e8872880d3c650acf13dfa8214bad49ed4cede7c34ea \
-    --hash=sha256:418cf3f2111bc80e0933b2cd8cd04f286338bb88bdc7bc8e6dd775ebde60b5e0 \
-    --hash=sha256:44edc647873928551a01e7a563d7452ccdebee747728c1080d881d68af7b997e \
-    --hash=sha256:4a2e8cebe2ff6ab7d1050ecd59c25d4c8bd7e6f400f5f82b96557ac0abafd0ac \
-    --hash=sha256:4ad1906908f2f5ae4e5a8ddfce73c320c2a1429ec52eafd27138b7f1cbe341c9 \
-    --hash=sha256:501a031947e3a9025ed4405a168e6ef5ae3126c59f90ce0cd6f2bfc477be31b7 \
-    --hash=sha256:5190d403f121660ce8d1d2c1bb2ef1bd05b5f68533fc5c2ea899bd15f4399b35 \
-    --hash=sha256:5498cd1645aa724a7c71c8f378eb29ebe23da2fc0d7a08071d89469bf1d2defb \
-    --hash=sha256:5cf4e27da7e3fbed4d6c3d8e797387aaad68102272f8f9752883bc32d61cb87b \
-    --hash=sha256:5e0b74767e5f8c593e8c9b5912019159ed0533c70051e9cce3e8b6aa699fcd69 \
-    --hash=sha256:5ed875a24292240029e4483f9d4a4b8a1ae08843b9c54f43fcc11e404532a8a5 \
-    --hash=sha256:5fcd34e47f6e0b794d17de1b4ff496c00986e1c83f7ab2fb8fcfe9616ff7477b \
-    --hash=sha256:5fdec68f91a0c6739b380c83b951e2c72ac0197ace422360e6d5a959d8d97b2c \
-    --hash=sha256:6344df0d5755a2c9a276d4473ae6b90647e216ab4757f8426893b5dd2ac3f369 \
-    --hash=sha256:64386e5e707d03a7e172c0701abfb7e10f0fb753ee1d773128192742712a98fd \
-    --hash=sha256:652cb6edd41e718550aad172851962662ff2681490a8a711af6a4d288dd96824 \
-    --hash=sha256:66291b10affd76d76f54fad28e22e51719ef9ba22b29e1d7d03d6777a9174198 \
-    --hash=sha256:66e1674c3ef6f541c35191caae2d429b967b99e02040f5ba928632d9a7f0f065 \
-    --hash=sha256:6adc77889b628398debc7b65c073bcb99c4a0237b248cacaf3fe8a557563ef6c \
-    --hash=sha256:79005a0d97d5ddabfeeea4cf676af11e647e41d81c9a7722a193022accdb6b7c \
-    --hash=sha256:7c6610def4f163542a622a73fb39f534f8c101d690126992300bf3207eab9764 \
-    --hash=sha256:7f047e29dcae44602496db43be01ad42fc6f1cc0d8cd6c83d342306c32270196 \
-    --hash=sha256:8098f252adfa6c80ab48096053f512f2321f0b998f98150cea9bd23d83e1467b \
-    --hash=sha256:850774a7879607d3a6f50d36d04f00ee69e7fc816450e5f7e58d7f17f1ae5c00 \
-    --hash=sha256:8d1fab6bb153a416f9aeb4b8763bc0f22a5586065f86f7664fc23339fc1c1fac \
-    --hash=sha256:8da9669d359f02c0b91ccc01cac4a67f16afec0dac22c2ad09f46bee0697eba8 \
-    --hash=sha256:8dc52c23056b9ddd46818a57b78404882310fb473d63f17b07d5c40421e47f8e \
-    --hash=sha256:9149cad251584d5fb4981be1ecde53a1ca46c891a79788c0df828d2f166bda28 \
-    --hash=sha256:93dda82c9c22deb0a405ea4dc5f2d0cda384168e466364dec6255b293923b2f3 \
-    --hash=sha256:96b533f0e99f6579b3d4d4995707cf36df9100d67e0c8303a0c55b27b5f99bc5 \
-    --hash=sha256:9c57bb8c96f6d1808c030b1687b9b5fb476abaa47f0db9c0101f5e9f394e97f4 \
-    --hash=sha256:9c7708761fccb9397fe64bbc0395abcae8c4bf7b0eac081e12b809bf47700d0b \
-    --hash=sha256:9f3bfb4965eb874431221a3ff3fdcddc7e74e3b07799e0e84ca4a0f867d449bf \
-    --hash=sha256:a33284e20b78bd4a18c8c2282d549d10bc8408a2a7ff57653c0cf0b9be0afce5 \
-    --hash=sha256:a80cb027f6b349846a3bf6d73b5e95e782175e52f22108cfa17876aaeff93702 \
-    --hash=sha256:b30236e45cf30d2b8e7b3e85881719e98507abed1011bf463a8fa23e9c3e98a8 \
-    --hash=sha256:b3bc83488de33889877a0f2543ade9f70c67d66d9ebb4ac959502e12de895788 \
-    --hash=sha256:b865addae83924361678b652338317d1bd7e79b1f4596f96b96c77a5a34b34da \
-    --hash=sha256:b8bb0864c5a28024fac8a632c443c87c5aa6f215c0b126c449ae1a150412f31d \
-    --hash=sha256:ba1cc08a7ccde2d2ec775841541641e4548226580ab850948cbfda66a1befcdc \
-    --hash=sha256:bdb2c67c6c1390b63c6ff89f210c8fd09d9a1217a465701eac7316313c915e4c \
-    --hash=sha256:c1ff362665ae507275af2853520967820d9124984e0f7466736aea23d8611fba \
-    --hash=sha256:c2514fceb77bc5e7a2f7adfaa1feb2fb311607c9cb518dbc378688ec73d8292f \
-    --hash=sha256:c3355370a2c156cffb25e876646f149d5d68f5e0a3ce86a5084dd0b64a994917 \
-    --hash=sha256:c458b6d084f9b935061bc36216e8a69a7e293a2f1e68bf956dcd9e6cbcd143f5 \
-    --hash=sha256:d0eae10f8159e8fdad514efdc92d74fd8d682c933a6dd088030f3834bc8e6b26 \
-    --hash=sha256:d76623373421df22fb4cf8817020cbb7ef15c725b9d5e45f17e189bfc384190f \
-    --hash=sha256:ebc55a14a21cb14062aa4162f906cd962b28e2e9ea38f9b4391244cd8de4ae0b \
-    --hash=sha256:eda16858a3cab07b80edaf74336ece1f986ba330fdb8ee0d6c0d68fe82bc96be \
-    --hash=sha256:ee2922902c45ae8ccada2c5b501ab86c36525b883eff4255313a253a3160861c \
-    --hash=sha256:efd7b85f94a6f21e4932043973a7ba2613b059c4a000551892ac9f1d11f5baf3 \
-    --hash=sha256:f7057c9a337546edc7973c0d3ba84ddcdf0daa14533c2065749c9075001090e6 \
-    --hash=sha256:fa160448684b4e94d80416c0fa4aac48967a969efe22931448d853ada8baf926 \
-    --hash=sha256:fc09d0aa354569bc501d4e787133afc08552722d3ab34836a80547331bb5d4a0
-    # via
-    #   bokeh
-    #   dask
-referencing==0.37.0 \
-    --hash=sha256:381329a9f99628c9069361716891d34ad94af76e461dcb0335825aecc7692231 \
-    --hash=sha256:44aefc3142c5b842538163acb373e24cce6632bd54bdb01b21ad5863489f50d8
-    # via
-    #   jsonschema
-    #   jsonschema-specifications
-requests==2.34.2 \
-    --hash=sha256:2a0d60c172f83ac6ab31e4554906c0f3b3588d37b5cb939b1c061f4907e278e0 \
-    --hash=sha256:f288924cae4e29463698d6d60bc6a4da69c89185ad1e0bcc4104f584e960b9ed
-    # via
-    #   kanaries-track
-    #   pygwalker
-    #   segment-analytics-python
+    # via -r sandbox/requirements.in
 rich==15.0.0 \
     --hash=sha256:33bd4ef74232fb73fe9279a257718407f169c09b78a87ad3d296f548e27de0bb \
     --hash=sha256:edd07a4824c6b40189fb7ac9bc4c52536e9780fbbfbddf6f1e2502c31b068c36
-    # via -r requirements.in
-rpds-py==2026.5.1 \
-    --hash=sha256:01d17b29c0c23d82b1f4751147ec49cf451f1fc2554eb9ef5f957e55d2656ead \
-    --hash=sha256:036a36a87fb1cd3b214d11c4b3c4f7d2ddad933625dca1c900b56a057c07740a \
-    --hash=sha256:0408a24e44feb919423dc6d9da677cb5cddb894d2ca9e763967d156d9c60fab4 \
-    --hash=sha256:07b24fea40541e28570e5b795a4a38fbdcd12550c06bd0748005ecc8116ca256 \
-    --hash=sha256:0957cf3c2b8632ec7aaebffebea8005b353cc2a237b6e2ae3c2cac0820704cfb \
-    --hash=sha256:0a5ae4dbe43c1076983b72616496919872ae7bbe7a1e21cc48336bc3154d130b \
-    --hash=sha256:0a7d1eec967df0e9b22614a5e177622e0c89611d03727fa0cb48e45028907870 \
-    --hash=sha256:0b35217adefe87f2fe4db7e9766cabe84744bfe9616d9667be18988928c7f2dc \
-    --hash=sha256:0fa92420128dadce7f54bd73ba1825a273e9268fe9e35dbf7e6362890efa4e08 \
-    --hash=sha256:141c9498daf2ace9eda35d2b0e376f9ea8b058d84f2aef4f96fccfd449a2f251 \
-    --hash=sha256:1841d067089e117142d79b98aa0df2f08b52f2ecc1819dd2700636c0db74a473 \
-    --hash=sha256:19cb09fab7b7fc96b2a6e28f2e34b72a3705ff27b37edb77455316e5d3f3dc9b \
-    --hash=sha256:1c27c5f6102eac8c03e7595a00827a53b271ba40a53b59ff8709170e0855ea4a \
-    --hash=sha256:1ebb2f0ab7e16132995a72de805170e0203df0c3dd22e1ef1cd1fdd90bd7a131 \
-    --hash=sha256:1f2c391c3059798093b65df23aca2cac150460ae9c630d99dec83d703d9485b9 \
-    --hash=sha256:205dde846f24332ab0c1188699a043b8d165b79bb84529ce272c45048ff6be01 \
-    --hash=sha256:21846aac0ed2e0589f38c12dc44e77bb64e494b771eadbcf169cba00566ba7ba \
-    --hash=sha256:21942f52dbbd5f8758bf021213d28bd45c39e873e65e2407faf5f1846f5761ad \
-    --hash=sha256:277f6c82f0580848796c7ecc8a7173aa3bfb928e4ff831261c2f60a81dc270db \
-    --hash=sha256:27b74c10ed6a8f190f4287f53bcfea348b92a84a9c9f70d30183d1e6172d580d \
-    --hash=sha256:296c799becfa849c779c8725494fe9ed94959ed886787df4364b058465bad7f0 \
-    --hash=sha256:2c595a1d9255dce0599e13130d1440ab2506654f2b50294226ee06402f8fef63 \
-    --hash=sha256:2c817a189d4ee14290420e5ff051e4dd6baa13f3edf84685071dee07a6d538ee \
-    --hash=sha256:2d88621d6a7d4dfa633d21abe90f280bb205274e16b1d1e61c6ad4640b2453b7 \
-    --hash=sha256:3350ec808fb538fe71a1f94dfaa0e29c598dfad805ce49f0caec5ae3183c652b \
-    --hash=sha256:3397a5ed7174dc2786bb214030232fc36fe8e5584fec43a9952cc542b1a12036 \
-    --hash=sha256:3574b55c604b8f75dacb007136508bbc0db406e626301778096a133327e7f2fb \
-    --hash=sha256:3609e9939a8a76cd904cf98a3f1f13b5dc7e150adeaee89e0ea09652ea213e16 \
-    --hash=sha256:3684a59b158a7683aaeb8e25352e9a9dd2122cec78f2d8530266e4f91b4c7b3f \
-    --hash=sha256:3966b82dd563176396df030f3dd52a6e54cb69b718e95e78bd555ed3d1e0185d \
-    --hash=sha256:3abe24a66e57adcfa645d718063a5fa5103ecc71ddbf26d78af8f9368018ff1d \
-    --hash=sha256:40ff257542e04796880e011e15cd4dc21c2599975df2aaa8f2c8495ca574e1a5 \
-    --hash=sha256:413b424f7c4ee65ab5e5be91f5731be0f8b41a1ee2b12dfe810d716312e95a78 \
-    --hash=sha256:42d0f20e85e549c870749d0e247f0c10d318a45b7e9676d575d2dcb04a1b2e66 \
-    --hash=sha256:43bca78665423cabae77146f2fe7ce55272b6c8d55d82cca83effd42c7e13972 \
-    --hash=sha256:453895624ecf7db7063b1004e44037522bbaef9ff6a945e59bc71662d7a03abd \
-    --hash=sha256:4860b603ddda0475a8885499b3729e90229d480105b42651962a5397d995fa89 \
-    --hash=sha256:4be8b1d2a705cc37d08256004e1d07de143fa0075c8e85a3df020b776f62b732 \
-    --hash=sha256:4e237e139f94d3c036fd28eb9f564c99055476ff4ff05cd42be55ce349b5aa02 \
-    --hash=sha256:4fb8d2e7cb2f850b169806d61d1b991738acec96500a75c30f49caf064ce7cef \
-    --hash=sha256:55d8f9b7b78c9538fc9e04e82ec0e888ff0c3cffcfad152c77e57cd09351a98a \
-    --hash=sha256:58b1d94308ddf0b1982f61f2eb54bf92997c9ece8a8093ef014250f4a517906c \
-    --hash=sha256:5d333a7127d4b307601ac37792bee01bb95c867cbfacf21b6375b804d6bbd723 \
-    --hash=sha256:613fc4ee9eaef26dc5840666214dd6fbcebcf32f46e76f4abc473059f4e13dda \
-    --hash=sha256:6142dbd80c4df62a5d899f0d616d417f84e0bc8d32526c8e5589019d75d028a7 \
-    --hash=sha256:62ae3853454fe9ef283a03c96c2d835d39e84b14643a9d62c82ef0fb87d702ca \
-    --hash=sha256:63c2c4c213f1a4e3f3de28ecab029dbdee976324e729c0d7a55211be72576b02 \
-    --hash=sha256:656a042550878f12d45752452d47094b7cfe5ad1e9d7b87b5a22ad3ae5ff8015 \
-    --hash=sha256:66c93681c4729e4e3ecba31b8179fae083ff3118841672835140338b4b9867c1 \
-    --hash=sha256:6736718bd4fc49cbcb538ba30516fdbef161522acefb739657d48b97bd864fed \
-    --hash=sha256:68700371c5d7ae1412862ddfa719090925c93ecf351c566d66f09d04b136ea00 \
-    --hash=sha256:6c3d771a46ec18b12af06ce36243a9a80b07a5d0515236332d90863ca8bb326a \
-    --hash=sha256:6c7fcf61d44cacecaf3aea542b0e053db77972a4573e7ceda16fb2b399161195 \
-    --hash=sha256:6f249f8b860a200ad35193af961183ebe9132710484e6f6ce0cf89fd83c63a9a \
-    --hash=sha256:73c4bd4f70294737b5206a3e8e30ccadbf8a60301831c8ea23eec5dbeea1ecfa \
-    --hash=sha256:7559f72b94ae52659086c595dfa017cde03155f7832071d30959049052cb3ece \
-    --hash=sha256:75808f6c38ce7749bb68cc2770161aae5045e6c6f6781a9782e74b93304399df \
-    --hash=sha256:77c004fdc7b891967106f78ddfd7b076bfe6813c6139c6fff6aed3bcaa960b26 \
-    --hash=sha256:7818f8d0a415be74d2be3590b0a1c1f463a642f4d0217e7d10602dceef5b79aa \
-    --hash=sha256:7944270ae71383f6e2657dd7d5ce4eeb4ac2d0059a6738f0510583d462ab4842 \
-    --hash=sha256:7bd530e6a530bb3ea892f194fafa455f3516ac25ecf7143fd33c09be62b0470a \
-    --hash=sha256:8213afbe8a3a906fb9acb2014423fe3359ee783d0bf90995f70623a3217bfa6c \
-    --hash=sha256:83bcf894486c9d78dd290d3c0124ff6dd8875d3025e2090a8ec49fcc37c55fdd \
-    --hash=sha256:85264a90ff4c05c1568dd65f5921c837614b67c60358fb4c17df3b7f2e90690a \
-    --hash=sha256:88647f43a73c4e01be19b04ceef0c8d3a1958153604d13c773becd8016f2a0cf \
-    --hash=sha256:8895840ac4809e5f60c88fd07617cd71326e73d6e5a8aa783c5c0f7c24985de2 \
-    --hash=sha256:8ba264fa49be666cd9cc56bf34ec7002fb3d27a4aee5bcb4d43d0d18feb1bb6f \
-    --hash=sha256:8bff7073db3899158fff55ebf57b113a67030af26f80a18978f9f0aa60250ddf \
-    --hash=sha256:8c43a8a973270fd173bf48cdf80bbe66312421cba68d40845034f174f2389049 \
-    --hash=sha256:90bd6630002a1c7f09e7843dd79f0d24f3d2897cc25a753480917865d14f15b3 \
-    --hash=sha256:90f628283be835db980c941767d41c9a27b5239e54ba0a9c1335247e82406964 \
-    --hash=sha256:94068eb3ae6d43f5a786b7db96a406a34e6d5c24489feef32fd6e8946ea7b291 \
-    --hash=sha256:980450826cf22e133c57e0835070bdd0dd3f73b9b708c3ce223def2cb9469e14 \
-    --hash=sha256:99ab6ba7bfa2cb0f96a04e3652355bf04e3f51aceb1e943b8541dab7ba4828cc \
-    --hash=sha256:9af8905b8f854990e40d5206aa5ac58d9b0fe0b7f351ff2bb086c20f6c8c6a47 \
-    --hash=sha256:9baffb505aff33acc69b422a19f77806680f3c8632227d79f48de8a810d1c2c5 \
-    --hash=sha256:9cdddb6c1207d284d94fd1530adf57fbd797fe7c4b8704ba85f49414f2557e7d \
-    --hash=sha256:9e25b7088f9ccbfc0dfcaa52bf969300ca229e10ecf758974ebcbb080a4b37bb \
-    --hash=sha256:a04df86b3f0fade39ec8fd0e0aab089b1da9fbd2b48df778a57ef96f5e7d38df \
-    --hash=sha256:a05fa4f41f37ec97c9c260441a940450a192f78d774d2b097eee1379f1e1246a \
-    --hash=sha256:a2999883eedf72fdfb7520b92c7d4ec2572a71ff40239377aa604cc529eecafc \
-    --hash=sha256:aad1bff7f666b9598e573815affd666aac6a13a585dde336f843e33350c7fadc \
-    --hash=sha256:abe76bcdba31e576cb83eeb8797aa0d882b738fef6dc65d0601fc753806a5b46 \
-    --hash=sha256:ad3773236e95f7f33991eb125224b7da66f206504d032a253a02da7e134519fb \
-    --hash=sha256:af03e34e860047bc7a352b842856fcf78798fbb81132cc98bd2f907ab4eb9cd2 \
-    --hash=sha256:b1b964e3ab599e718dc46c018d104b1ebc007cbc6567d827c94a687fca56d77e \
-    --hash=sha256:b1be5c35683684d5331b93600c210e8367c254683d8a6df6bd21bd2da3a334fb \
-    --hash=sha256:b317c87a13f769a4e787819bd508aaa5d69aa09b0880de9af6d3a8a54571cdec \
-    --hash=sha256:b3cc20c0d800af78fd0fac68086e28c1856cec51ea528bb81ea851aa40d39325 \
-    --hash=sha256:b4e4bc98639ec915f512fde3aa7a95e0041d95d9c3cc86eea841fa63cb1e8600 \
-    --hash=sha256:b5c30f3f04eef4fbd362226a6f31d7c8895ca4fbb6e0b790f6890a98d8da8559 \
-    --hash=sha256:b5f077b44a4f7808520f66dae234988d867deb9aed9be5da057ce9ba831b2a41 \
-    --hash=sha256:b6825cc329b290e93c5f6a9be2393118a763f6ccf6abd83704e0c102ca583644 \
-    --hash=sha256:b8d2f912928d426e8cfa396f7f3f8d29a59e6689c86dcca3c420730c1096322b \
-    --hash=sha256:b95d5e11fc712b752081183a55a244c03cd00570489edd7014d8899f8ceb8162 \
-    --hash=sha256:b9a6528956191c48c52294a592dbd4a8386d7048bdb25c0efcb6b966466c6d83 \
-    --hash=sha256:ba05adbf15d994c38ec0b7ab32e858e5110c21e9009a00a86545fd220f84e038 \
-    --hash=sha256:c0f920015df2a504bebaba6d4c31ccf3fcf942f92655c086da30b671aad19aa6 \
-    --hash=sha256:c396c1304de421050b3681ea70f371874b54d41b0151e96109758144c231e30b \
-    --hash=sha256:c39f5b67a8a2e67179ada2a954227d670fe65fa9098457f698f56ddf248709b3 \
-    --hash=sha256:c3df104083952a0e0c6f10de33e440eabe98fb6317d23e1a58c68f6df08d01b9 \
-    --hash=sha256:c74005a7bb87752acf351c93897ec63ad77a07a0da7ecad9c050e32e7286ba34 \
-    --hash=sha256:c93c629be4636cf54337bd5f06c104d55e42ced54d681f6fe21ae510a65116f6 \
-    --hash=sha256:ca653c6546386227cd9800d1bef6a348099acf8db4250341da6d90f663d6dfcb \
-    --hash=sha256:cacedb7a6e167680acba45ad5716e89067d225dc80da0d7040cae8c81d4572fa \
-    --hash=sha256:cc68e231a77a5f0d774ae278a1f8e55c0456501820847c1e4efb3829f3441df6 \
-    --hash=sha256:ce87129d9f2c14fa6c4a8601fb80eb4488c80d38a20cd13758ef11123e14995d \
-    --hash=sha256:cea68bcd53467561ae2f96a6bdad1544299ba97b5b0ddcd5ac3d376e5c781c24 \
-    --hash=sha256:cef8ac28d26f4dda3533060c20fbf80a325458fa9fd23ea72a73cdfa8e978838 \
-    --hash=sha256:d0efbe45632665e53e3db8fe1e5692db58fc5cb9bab4459d570b83efefe11164 \
-    --hash=sha256:d3858b908218ee108d0bbfb2095ccc237648053c9bf98affad7cb079acaf1d97 \
-    --hash=sha256:de42116e69cb53b911cc34aee5ab98f36c597b822545045d49e938818b99e5e4 \
-    --hash=sha256:df1d2a1996755b24b9ecee92cb4d36c28f86f464a6a173349c26bab41e94b8c2 \
-    --hash=sha256:e07be2a9d7122bd6e82dea89814ef8dc893feb1aae97fec1630f3263bbb30e55 \
-    --hash=sha256:e0b360f316d966b048b085857630b3cc51f3db2f07b06f440eac8f695374d1e3 \
-    --hash=sha256:e10464d17df3b582745c25cec695cb9558bca2cb6ddb631aee1787fc72c767b2 \
-    --hash=sha256:e3a8ae58895ac107ed934a6bf51e5846f95c53b9b940c2c6d310838fd5846358 \
-    --hash=sha256:e4abbf391a70be864920858bf360f4fb380577c9a0f732438a1996726e2c195b \
-    --hash=sha256:eaaea962c68cdc68d4a533ba985ab8e9484277910bbfaa2ab3ef7732667bfed8 \
-    --hash=sha256:ed0954b524873214369184a9c82b0eaa45a3fbb9a798cd95b17e0d98499e7ea0 \
-    --hash=sha256:edf2765d84e42447f112ad877af8fe1db0089aaec5b28e88d6eab45e7fe99cea \
-    --hash=sha256:ef1013a8625c74043210190b246f5b1551e09757c1f356c6e4160ef96c5bc081 \
-    --hash=sha256:efef4ac29c6ff495531eb17ee705b62841ecaa291b7c7077e848ea03e237164d \
-    --hash=sha256:f3a5b10e8ce894825f380a8f1b6444cf73c294dfea62afbb2d13e3a9e630cec1 \
-    --hash=sha256:f3df3d16ded76f1f8c9cdebd0e1ea55fdf4c23b812de189814da7cf229c22a81 \
-    --hash=sha256:f414556f6e3958300ff941e40c9f97e3dc9774ddd1b3434c475d73dd354bbed3 \
-    --hash=sha256:fc09f82e63d4bcd58149572f857a431bae851dc747e313c3b5bdf7abb907fda8 \
-    --hash=sha256:fc0c0f878ea770a0a8a462456c5ad36fc9fe6358e6b76fdadc7f17575e0b8bf1 \
-    --hash=sha256:fe71bca7d547acb17027c7fd1624ff8aae623499c498d3e7011182c4de5c25e0 \
-    --hash=sha256:fea6e836d10abbe191d557d33bd58bd5987725fe63aa1eefe557d230209855bd
-    # via
-    #   jsonschema
-    #   referencing
+    # via -r sandbox/requirements.in
 s3transfer==0.18.0 \
     --hash=sha256:239c13b09e65ad0346e1be7348b8a202dcad44ac7ea7c6eb858fc881dce739b6 \
     --hash=sha256:3760b8b7ec1315da54048b2d626276732bee4300d054d492d4e1d43e20d4ecbd
     # via boto3
-scikit-learn==1.9.0 \
-    --hash=sha256:051075bda8b7aab87b1906ab3d4740a1e1224a19d7b3781a576736edc94e76aa \
-    --hash=sha256:056c92bb67ad4c28463c2f2653d9701449201e7e7a9e94e321be0f71c4fef2b8 \
-    --hash=sha256:147e9329ef0e39f75d4cffa02b2aa48d827832684926cd5210d9a2cb5c57246b \
-    --hash=sha256:1b944b6db288f6b926e3650026ddafb988929de95d11fc2cc5fa117773c9ba42 \
-    --hash=sha256:1fea2cc5677ab49d6f5bade978c866da44957b712d92e9635e8b4f723013c3cb \
-    --hash=sha256:24360002ae845e7866522b0a5bbf690802e7bc388cac8663502e78aa98598aa2 \
-    --hash=sha256:26e22435f63bcdcf396b574273f29f13dd531f5ea035801f5be10ba1540a4e60 \
-    --hash=sha256:2bd41b0d201bc81575531b96b713d3eb5e5f50fb0b82101ff0f92294fdc236ac \
-    --hash=sha256:366652351f092b219c248f1e72821e841960a63d8f358f1dcfd54dc1cbdbbc28 \
-    --hash=sha256:38c3dcb9a1ffb85505ec53d54c7b4aea0cff70050425a7760c2af661ac85df05 \
-    --hash=sha256:4306775fad04cc4b472a1b15af1ae9cede1540fbfcc17fbce3767cd8dc7ae283 \
-    --hash=sha256:4ccacf04ca5f4b492158a5f28afe0ace43f81b2571e4b9a66d34848b46128949 \
-    --hash=sha256:5162ad10a418c8a282dde04c9aa06965de3e9a65f33c1440c0ae69bb1a09d913 \
-    --hash=sha256:5808d98f15c6bf6d9d96d2348c1997392a5888ce7097e664105f930c4bca1277 \
-    --hash=sha256:5b934c45c252844a91d69fda3a34cff5e7307e1db10d77cb10a3980312c74713 \
-    --hash=sha256:5bad8f8b9950321b54c965fdcbac6c6c55e79e16646b49977bcf3668d3870a1a \
-    --hash=sha256:5be45aa4a42a68a533913a6ed736cf309de2226411c79ef8d609a5456f1939b1 \
-    --hash=sha256:5dc1818c77575d149e25fce9ef82dd7b7263ae372f03494158668ad632a69759 \
-    --hash=sha256:5e50ed4da51974e86e940690e9a3d82e729b62b5a49f7c9bac534d515d39d86f \
-    --hash=sha256:64fa347efc1c839c487433e40c5144d38c336e8a2b59c81aa8660373945c2673 \
-    --hash=sha256:78fc56eafd4edb9575d2d8950d1dd152061abb573341a1cb7e099fc40f6c6666 \
-    --hash=sha256:80746d63bd4b6eaca54d36fe5feaf4d28bb38dc6f9470f81c7cad7c40155f119 \
-    --hash=sha256:8833266989d3a5110178a9fae30783675460724d0e1efb13b14901d2c660c557 \
-    --hash=sha256:9656acd4e93f74e0b66c8a36c88830a99252dfa900044d36bc2212ae89a47162 \
-    --hash=sha256:9db6f4d34e68c8899e4cab27fdf8eafe6ed21f2ba52ceb25ea250cd237f8e47b \
-    --hash=sha256:d77f54c017633791bc0225a43e2f8d03745fdcfe4880268fcc4df15f505dec2e \
-    --hash=sha256:da76d09304a4706db7cc1e3ebaa3b6b98a67365cc11d2996c4f1e58ba47df714 \
-    --hash=sha256:ee1a8db2c18c08e34c7412d4b10be1cac214cd4ea7dc9715a6a327eb49a37c96 \
-    --hash=sha256:f401448645a3e7bc115aa3c094097865155b34bff1cba8101857d9104e99074c \
-    --hash=sha256:f7e254636164090da847715a27f8e5478feb98c40a9e0ee90cbd277de9e5ceb8 \
-    --hash=sha256:fd3a8ef0c758555a3b23c03adaa858af32f7736785ded50ad5991f59c4ed03fa
-    # via -r requirements.in
 scipy==1.17.1 \
     --hash=sha256:010f4333c96c9bb1a4516269e33cb5917b08ef2166d5556ca2fd9f082a9e6ea0 \
     --hash=sha256:02ae3b274fde71c5e92ac4d54bc06c42d80e399fec704383dcd99b301df37458 \
@@ -2175,331 +1004,35 @@ scipy==1.17.1 \
     --hash=sha256:f590cd684941912d10becc07325a3eeb77886fe981415660d9265c4c418d0bea \
     --hash=sha256:f8885db0bc2bffa59d5c1b72fad7a6a92d3e80e7257f967dd81abb553a90d293 \
     --hash=sha256:fcb310ddb270a06114bb64bbe53c94926b943f5b7f0842194d585c65eb4edd76
-    # via
-    #   -r requirements.in
-    #   mizani
-    #   plotnine
-    #   scikit-learn
-    #   statsmodels
+    # via -r sandbox/requirements.in
 seaborn==0.13.2 \
     --hash=sha256:636f8336facf092165e27924f223d3c62ca560b1f2bb5dff7ab7fad265361987 \
     --hash=sha256:93e60a40988f4d65e9f4885df477e2fdaff6b73a9ded434c1ab356dd57eefff7
-    # via -r requirements.in
-segment-analytics-python==2.2.3 \
-    --hash=sha256:06cc3d8e79103f02c3878ec66cb66152415473d0d2a142b98a0ee18da972e109 \
-    --hash=sha256:0df5908e3df74b4482f33392fdd450df4c8351bf54974376fbe6bf33b0700865
-    # via pygwalker
-simplejson==4.1.1 \
-    --hash=sha256:036a27bd0469b9d79557cbddb392969f876cd7f278cfbd0fba81534927a06575 \
-    --hash=sha256:0662cfe0482c9796bd097213b27f006815bfdc9b671264c3c0b7fc0e72b71d00 \
-    --hash=sha256:0da5c9f57206ee7ef280ff7f1d924937b0a64f9a271a5ef371a2ecdbebba7421 \
-    --hash=sha256:0e4b23f71dd781f8830f1663dc01a4944d3dbf87a1f93d78fba1cf64722d0ccf \
-    --hash=sha256:10048ab9b9e0f7e95f1680829f0925a63b190fa8e8e9bb91369538fe382df827 \
-    --hash=sha256:104d8324c34f25b4b90800bc5fa363780cbc3d8496aef061cba7ce1af9162270 \
-    --hash=sha256:110a14b2702e9fa01d13d510b66bcf823c9ddd700bd0050301bfbd1bcdf95991 \
-    --hash=sha256:112b37ba2ff805da9e657c05b4ffa1a7428eaa191918af106dfacc5ab70663d4 \
-    --hash=sha256:14465703aa66668cc1b697ec834c4d1566b72464f92d3ba4cb00ecd2c4438b2d \
-    --hash=sha256:1778e09a6e4bb4ef304627915dc4a838569d9e6b737c787925b4e98244bbbc16 \
-    --hash=sha256:19040a17154dc03d289bab68d73ce0a6a0be01de30c584bbdd93490bead14b22 \
-    --hash=sha256:1ad45da7462afc3dc4a0fe374a40b62f816821b046297b4acc670e641e45cc8d \
-    --hash=sha256:21d1b82f5d58f776a184a42bdf5ce4a6d7c36191a917131c577b41019f6b7daf \
-    --hash=sha256:225c9caa324c5b554d009fb9cac22aee7711e71bd96f487938c659af467e828e \
-    --hash=sha256:249e2e220aa6d9b9d936bde84eb7bf79d5b6c5a8273c6e411f8b1635a9073f2d \
-    --hash=sha256:25773dbc326799824767d40921e88a8f07c5bf1a0738884fb16cab574610aa28 \
-    --hash=sha256:2669ff10c7090ae9099afa9f7ae3a8c1a5170e78f18c7011dd8d5ce73beba6c0 \
-    --hash=sha256:2785ff8edc0e28bf773a32543a6bbed46351453c997b3f6709c744e3c2f7eabb \
-    --hash=sha256:2867c64d92abd1992c15666fae198203093f593e43d6b81adf176bae530d493a \
-    --hash=sha256:2ce92b3748f02423e26d2bfb636fb9d7a8f67c8f5854dcae69d350d123b2eee2 \
-    --hash=sha256:2e0d5ead6d14610467ec356ec1f6b5d8a56aa216abaad8d41c8b873b16cf313f \
-    --hash=sha256:2e708d373a10e4378ef2d59f8361850c7150fd907ed49efe49bc5492160476d1 \
-    --hash=sha256:30944f06a9c0787a8c69d8295b3abc960161f08b5ce26d41be88d2bc5539ea3c \
-    --hash=sha256:3427a069695405658b2270989d9e6f03f39e34a24d1b8548b562abc282ee400b \
-    --hash=sha256:37233c72ce88d06acb92747347742b3c07871eba6789f060c179c9302dde8efe \
-    --hash=sha256:3851658d642c1184d2023f0e6c9ce44a21eb1629e74e7c84ef956b128841fe12 \
-    --hash=sha256:39e3c584071dced8c21b4689f0254303521daeb9b5bc1f4289755d71fa3cb0d3 \
-    --hash=sha256:42ee1aeaa295364bb2c079c42c5796bf1db4b0d5c4bf95f2fcdddba770618cb4 \
-    --hash=sha256:43fa9a1ccf477e415c025ba507ada54984f5ed927d28d304cf50e089818818b0 \
-    --hash=sha256:4484960512db9c8124bfa91e0d8a9f9c302338f1c5454e74c21d7d022df10f46 \
-    --hash=sha256:453a25bcad03b1ec4584998c58c27c5eb54148e13bcbf49b796f953048349c78 \
-    --hash=sha256:45ec18e337fec538b7e902d489505c450b2454653d1290f3f50385e6fd8aa607 \
-    --hash=sha256:4c1eecc2d6a186eaf5d111cf9b311fa9a9ecf68703db7b63ed5938049f3e74f5 \
-    --hash=sha256:4c44ef6b02a4eb67ed17a72342341792149b3ff46f15426c26e970e49addf327 \
-    --hash=sha256:4c47c46e16c8ea9e4850061e6ed5aa2b9cd2074cb2274bfd9c138cba15ce7453 \
-    --hash=sha256:4cbb299d0528ec0447fe366d8c9641860e28f997a62730690fef905f1f41046e \
-    --hash=sha256:5f09293dc60ca29b4d588583f0423863d1e9faa0074fdbf00a9955ecc6365331 \
-    --hash=sha256:604b8d73f396078c122f696c2fa5f3527a00667633863560096180baf1356257 \
-    --hash=sha256:617e36ae79f4d53c91a4aec95eb09c469ef28fdec7926821254505a1de920e3f \
-    --hash=sha256:63a5451f557d6be48a231bae932458655c620902b868170b2f1c8afed496f6b4 \
-    --hash=sha256:63c2ada8e58f266491f19eed2eeeb7c25c6141e52f8f9e820f6bb94156cf8dbc \
-    --hash=sha256:642cec364e0676e2d5a73fa4d31d0c7c55886997caa2fde24e8292ca44d32728 \
-    --hash=sha256:67341c95c0a168ab4a6d1e807e50463f1c8da932c3286d81e201266c427061fa \
-    --hash=sha256:677fbb192b2cbefb3dc21862eaf0bf560b4b370662503036c513f1e3eb32dfac \
-    --hash=sha256:67e43e7c0555e10de6d83e1408035652fad28c983516e38c4e3a9a748c9af129 \
-    --hash=sha256:68e62eda21192c5ea9bb92d571ca46a4477fef48762f50d433de2b4253051551 \
-    --hash=sha256:6bbc61cd7982ff77a68df06d103a3ba459eefd1d3cb6f4f4944cdf9f091d7bf7 \
-    --hash=sha256:6c845363eb5fd166fb7c72243da38f4fcfde666ede7fdf2cc6fd7762894626f7 \
-    --hash=sha256:76fe296ca1df23d290033f10aaacf534fd1b3e3007e7f9ff8aa68b21413aaa78 \
-    --hash=sha256:78a3fe0995be42bed62a26aa78e0e0b4d87c6545785346b9cc898f3389569a35 \
-    --hash=sha256:797ad726434bf23c47a1e51140b6d1afb35471984c8fd31db76ba375fc0a296d \
-    --hash=sha256:7c0573d7370232d71616653080e397df61d4daf1cd7d6a717f23fd21eda90731 \
-    --hash=sha256:7ce252b28fddbdd83db5bd7d93dad2a8a591d7ada098afec9c1b23d6b722a7a4 \
-    --hash=sha256:7f61eefab86235c800e7f4e37d977080ec424bb2bf0b74e95a2d17ecb48eac0a \
-    --hash=sha256:820c69a4710400e9b248d5670647d60be58824369282d3925e516b3ff1a7cd82 \
-    --hash=sha256:82bfca2b85a34178c25829c703f0a9e9f113a5af7539285bd3efb583a0bf1ba3 \
-    --hash=sha256:82e42ff58ee856f4029c732d35673dbe62d589445a8e6c3c98ced8fd78096617 \
-    --hash=sha256:82fee635d7b73ad801030b05a75fbd34a098da0c2ecf600667a03636d09e1e42 \
-    --hash=sha256:861e393260508efa64d8805a8e49c416c3484907e3f146ce966c69552b49b9a3 \
-    --hash=sha256:8b2da172a6ff43f74463522a1aa1d7a481ac2dba2de4b18ed51e989190352ba7 \
-    --hash=sha256:8e5cdd6a5d52299f345c15ab5678cc4249e24f383f361d986afbc3c7072a6b6b \
-    --hash=sha256:8eb821ef27f688f59ed4a93b17a666a7ebacf8dd65fecaa2b3c531a3aea62eaf \
-    --hash=sha256:8f0ad25b7dc4e0fb23858355819f2e994f1a5badcdcde8737eac7921c2f1ed2a \
-    --hash=sha256:93bf6653420258372444de90194dab8de8ff13d74b5d4263a5fefbbe8b8d2060 \
-    --hash=sha256:95407269340c7f22f09776ea7b717a52cf56cfcf119b5e45f66faa4a26445bea \
-    --hash=sha256:95a3bb0f78e85f4937f99092239f2011ce06f0f2d803df5c299cc05abbeae008 \
-    --hash=sha256:971aed0647ad6e840a3943bec812fcda5f2d26a5497a4981d1fb49aa4f9a396c \
-    --hash=sha256:97a02325a00617c26cfc974f4ebb191c8de6e87cb96d33e51612091150637c3d \
-    --hash=sha256:980fc33353f81fd12d8c49d44f8c2760d1dc8192285e627c5180d141035b228a \
-    --hash=sha256:a59ebd0533f03fd06ff0c42ba0f02d93cbcdd7944922bf3b93911327a95b901f \
-    --hash=sha256:a6525ec733f43d0541206cffa64fd2aad5a7ae3eb76566aff49cd4db6382209a \
-    --hash=sha256:a94ebaecdbaa80d9551a3ec6bf0c9302fc8b53ab6c1b2bfd498a1df4cb28158d \
-    --hash=sha256:a9ab55d2459f6d0fdf9984a7a0fb0280dae12979f4fcc3171f5096a4fcf5fafe \
-    --hash=sha256:b70bfd2f67f3351baba08aa3ae9233c83f21fd95ae5e6b3d0ecb8c647929112f \
-    --hash=sha256:b75c7ef874dbb350f41827cdf3cee23f5257bdcb0df46d4c01b34badb62dcfe8 \
-    --hash=sha256:bbfdaa7c0603f75b7b14b211b7f2be44696d4e26833ad2d91d5c87bf5fb9a920 \
-    --hash=sha256:bccbf4419676b517939852e5aeff2af6aee4dc046881c67a1581fa6f1cb01abd \
-    --hash=sha256:c08eb9f7a90f77ae470e19a07472e9a79ebc0d1c2315d86a72767665bd5ba79f \
-    --hash=sha256:c65c763fb20d7ca113c1c14dce2fc04a0fc3a57aceff533d6fdac707c7bffb40 \
-    --hash=sha256:c7494c75b95171194f965ea609e97081837a26494d91dcc046ad27dd9c3503e2 \
-    --hash=sha256:c7876ec2ef53ff5e6714a382b3f8f042a744b944728ae0baef99421740cc57a3 \
-    --hash=sha256:c996a4d38290c515af347740659ce095b425449c164a5c9fa3977caa6eff5dbe \
-    --hash=sha256:cc0442dea71cd9cbf30a0b8b9929ab5aa6c02c0443a3d977351e6ec5bada4388 \
-    --hash=sha256:d083b89d30948a751d3d97476c2ed91e4caaa24a1a1459bdbadb8876242c71fe \
-    --hash=sha256:d1fffb56305c5b475ee746cf9e04f97423ba5aaacd292dc1255bd75b1d3b124b \
-    --hash=sha256:d75cea7a1025edd7e439b2966b3d977c45b5b899e2adaf422811b3ac702ed9fb \
-    --hash=sha256:de2ed102fff88dacf543699f53ee3a533cc11539a39baa176b7e09dd783069d6 \
-    --hash=sha256:dfb84ace97acbdf1916c5a675387493fc5a7f67c2e15d4a7687143f8c73024d4 \
-    --hash=sha256:dff52fc7af272e84fc21cc5a06c927c823ca6ae00af14f3b0d7707b42775ed98 \
-    --hash=sha256:e2778625bd6c839588373f07d7ade6fc0fb6b8365a146b84f27edfadb13ab597 \
-    --hash=sha256:e294e33dbf316a9bbdd4030d46503c9b0f19470ae7ad6af5bae6c426bc2e869f \
-    --hash=sha256:e338a0029a0e8e4da2657b63a8df39b0269007dc9b506eadacca384519b2bd9c \
-    --hash=sha256:ea3426e786425d10e9e82f8a6eda74a7d6eb10d99165ac3d0d3bbcb65c0ea343 \
-    --hash=sha256:ed7473602b6625de793b6acba49aa949f144a475f538792067e4cf2fda2071f5 \
-    --hash=sha256:f42a7911f64ed8f738ba55480c20d5c685851781d411f9473cafa7a643e52fe4 \
-    --hash=sha256:ffd3d82294b47f5ec64050021ace95fd62628a0c1cc8bbf4d06d2d1fb697e055
-    # via choreographer
+    # via -r sandbox/requirements.in
 six==1.17.0 \
     --hash=sha256:4721f391ed90541fddacab5acf947aa0d3dc7d27b2e1e8eda2be8970586c3274 \
     --hash=sha256:ff70335d468e7eb6ec65b95b99d3a2836546063f63acc5171de367e834932a81
     # via python-dateutil
-sqlalchemy==2.0.50 \
-    --hash=sha256:03f4323c980ad0e918cc9e5369b015f759f4e534db5bbaf4dc36832c10d05064 \
-    --hash=sha256:06a9210bdc5f4298cff0781087e2ff45683922252dacc452846373a58761f093 \
-    --hash=sha256:0a31c5963d58d3e3d11c5b97709e248305705de1fdf51ec3bf396674c5898b7e \
-    --hash=sha256:0e104e196f457ec608eb8af736c5eb4c6bc58f481b546f485a7f9c628ee532be \
-    --hash=sha256:0f5e4ac70e9e757f6b3e87c0491ff034442ecd8dfd36d041a50564c322dafc0e \
-    --hash=sha256:0fe7822866f3a9fc5f3db21a290ce8961a53050115f05edf9402b6a5feb92a9f \
-    --hash=sha256:0fec460e18cdbb4c7773531122ce9a27e96c6ca17af3933941d94da475ad2c86 \
-    --hash=sha256:110fdac56ace278949f00de805edacbd6141e382d992f9ba28238b3a0827a600 \
-    --hash=sha256:1208050441471d003b7c8cb4054fb084f185cf35ac3f0ea270803865bca9939a \
-    --hash=sha256:13b85b20f9ab714a666df9d8e72e253ec33c16c7e1e375c877e5bf6367a3e917 \
-    --hash=sha256:15708c613cd5005b7dffe1f66ee6a63ee8f5e46799f71c70ebad74178c676a39 \
-    --hash=sha256:1918a3cf564d16d95bca7301005f41ab2ad50b07cd3b9da50d3ed986db148d6a \
-    --hash=sha256:1aa6e403663a9c43c8fef7ce4bdb4cf48bcd8d352e91deda2a99f963270bd508 \
-    --hash=sha256:1c5f858fe79c9f5d8fda065c06186356acb7f8df3cd52dbd5ee3f200e4b144f5 \
-    --hash=sha256:1fbd55a969d7ac44a98e3dec75016074f809fa08f871585ace58dde110d1bf3e \
-    --hash=sha256:23ae23d8b9d344d30d0a92f06d45825024a5790f1c1dd4cf452636a50d3e58cb \
-    --hash=sha256:27b7062af702c61994e8806ad87e42d0a2c879e0a8e5c61c7f69d81dabe24fdf \
-    --hash=sha256:287086e67275a212c4582d166a6fb03a65ccc5551d80866270ce0dd9f34eccd3 \
-    --hash=sha256:2b9dcc43afef8ac157cd92fce96985d6b8b0cfbd3df4d666f66b4d55a75d202f \
-    --hash=sha256:2c1920cde9d741ba3dda9b1aa5acd8c23ea17780ccfb2252d01878d5d0d628d3 \
-    --hash=sha256:2dab927761d9108550f0cf8e66ff21af56f907a0ce0a689793db615e2b55f62c \
-    --hash=sha256:31648fa14460537e768a7303b078e4344d208e0d23e06867c1f376a227ed82db \
-    --hash=sha256:3699dac4be410e97049a1658e9480da9cde956594aa0f3aebc60b88f21c5ba70 \
-    --hash=sha256:3d10700bd519573f6ce5badbabbfe7f5baea84cdf370f2cbbfb4be28dfddbf1d \
-    --hash=sha256:409a8121b917116b035bedc5e532ad470c74a2d279f6c302100985b6304e9f9e \
-    --hash=sha256:47b71b933e7b4ebad407c8fdfd70d2c4f08b78b3238bb30eebdd6eb32ca51b89 \
-    --hash=sha256:4a8e8af330cbb3a1931d3d6c91b239fc2ef135f7dd471dfa34c575028e0b1fa8 \
-    --hash=sha256:51b637a84f9fa35ae1f9017e786cb142974a25305085e1b378b3647a67f65ad3 \
-    --hash=sha256:545eae198d37bcf837a10ede3684e2af32458d6f35c597c35c2de7502dc38fc4 \
-    --hash=sha256:60922d6599065ddca2c6f376b9aa2f41a6b85a271725e0909490bbc50b1998a5 \
-    --hash=sha256:66e374271ecb7101273f57af1a62446a953d327eec4f8089147de57c591bbacc \
-    --hash=sha256:68b154b08088b4ec32bb4d2958bfbb50e57549f91a4cd3e7f928e3553ed69031 \
-    --hash=sha256:6c206aec519a2e7bd08abbfb33436e325fd22c632d9c21a9047e376ce241646e \
-    --hash=sha256:724f3dcbe53dd0151e3cb5e7ec4ba4c620bede579caacd16275dc35ce06e8615 \
-    --hash=sha256:7af6eeb84985bf840ba779018ff9424d61ff69b52e66b8789d3c8da7bf5341b2 \
-    --hash=sha256:7b1ddb7b5fc60dfa9df6a487f06a143c77def47c0351849da2bcea59b244a56c \
-    --hash=sha256:7e36efdcc5493f8024ec873a4ee3855bfd2de0c5b19eba16f920e9d2a0d28622 \
-    --hash=sha256:83a9fce296b7e052316d8c6943237b31b9c00f58ca9c253f2d165df52637a293 \
-    --hash=sha256:8b53784972ade4f8174b9aa661f31a06f8a936d2cfdd602913ff3c6dd40ae873 \
-    --hash=sha256:8f00e3eb43ba30eb1b238ee03a8a62309486d1321eda3328bb611e0340033ad8 \
-    --hash=sha256:92064363517a3ff8212b5a93b8c62876579d8dfd1ca5b561335f30152d884fa9 \
-    --hash=sha256:9602c07b03e1449747ecb69f9998a7194a589124475788b370adce57c9e9a56e \
-    --hash=sha256:96fbee6b19c19cd1556c8bf9419447cf2ec149ffcab7ab64348c23e54ef8547f \
-    --hash=sha256:9d1af51558029a156a70986b7df88f042b3d158d7c8d8fb5072912d4b32d89c7 \
-    --hash=sha256:adc0fe7d38d8c8058f7421c25508fcbc74df38233a42aa8324409844122dce8f \
-    --hash=sha256:af5607d11ef90fd6a5c0549fe0045dce1663d427426bcfb506dcb5346a85a3b9 \
-    --hash=sha256:b00098cdbdbd38c7be3d568b0c9c3122b8c0ec62b911b57cd5e6e0254d60a76d \
-    --hash=sha256:bef4ac756363227ef6402a75fee025a4bc690f92328e825868939b3b3a446a6d \
-    --hash=sha256:c4e70c46fad30c3bcc6a4708bc0130a3173e11a5b25f0ea4a9d8911b450f1f52 \
-    --hash=sha256:c5c3cdb753a9004183e1ccb634b41611654c989e61bc68617ce878e46d6f1e51 \
-    --hash=sha256:c966932507a4d7d0a37314927dbfcd89720e3f37d2a1e3352e7ae7939fa8e8a0 \
-    --hash=sha256:e195687f1af431c9515416288373b323b6eb599f774409814e89e9d603a56e39 \
-    --hash=sha256:e6e814658818fd165e749e3d8490ef16cc7f379a118c37ada8b0589ffbaaac22 \
-    --hash=sha256:e8e1b0f6a4dcd9b4839e2320afb5df37a6981cbc20ff9c423ae11c5537bdbd21 \
-    --hash=sha256:ea1a8a2db4b2217d456c8d7a873bfc605f06fe3584d315264ea18c2a17585d0b \
-    --hash=sha256:eefd9a03cc0047b14153872d228499d048bd7deaf926109c9ec25b15157b8e23 \
-    --hash=sha256:f96233858e3df43932ac11589e22520da6e8aeb624b03fedfeebb0e8ea213086 \
-    --hash=sha256:faffef4bcc20a1892e65e155293d99d60855bbbc79250ab712819cfd56a8e6bb
-    # via pygwalker
-sqlglot==30.8.0 \
-    --hash=sha256:1c5f93fb742dd9aaa75eee6bb33a637794a858b9a86375fac23a2dc0f7bc127e \
-    --hash=sha256:af903378c331d5b72277a1b41118f07bc3e50cf4478e2d47eed12c96ee6a22a4
-    # via pygwalker
-stack-data==0.6.3 \
-    --hash=sha256:836a778de4fec4dcd1dcd89ed8abff8a221f58308462e1c4aa2a3cf30148f0b9 \
-    --hash=sha256:d5558e0c25a4cb0853cddad3d77da9891a08cb85dd9f9f91b9f8cd66e511e695
-    # via ipython
-statsmodels==0.14.6 \
-    --hash=sha256:00781869991f8f02ad3610da6627fd26ebe262210287beb59761982a8fa88cae \
-    --hash=sha256:0444e88557df735eda7db330806fe09d51c9f888bb1f5906cb3a61fb1a3ed4a8 \
-    --hash=sha256:06eec42d682fdb09fe5d70a05930857efb141754ec5a5056a03304c1b5e32fd9 \
-    --hash=sha256:0f52ef0f0b63b8fd11e1ef1c2a1e73a410720b8715c9a83a26d733b6815597fe \
-    --hash=sha256:109012088b3e370080846ab053c76d125268631410142daad2f8c10770e8e8d9 \
-    --hash=sha256:151b73e29f01fe619dbce7f66d61a356e9d1fe5e906529b78807df9189c37721 \
-    --hash=sha256:19b58cf7474aa9e7e3b0771a66537148b2df9b5884fbf156096c0e6c1ff0469d \
-    --hash=sha256:26d4f0ed3b31f3c86f83a92f5c1f5cbe63fc992cd8915daf28ca49be14463a1c \
-    --hash=sha256:2738a00fca51196f5a7d44b06970ace6b8b30289839e4808d656f8a98e35faa7 \
-    --hash=sha256:3414e40c073d725007a6603a18247ab7af3467e1af4a5e5a24e4c27bc26673b4 \
-    --hash=sha256:341fa68a7403e10a95c7b6e41134b0da3a7b835ecff1eb266294408535a06eb6 \
-    --hash=sha256:3bef39f8587754f2d644b2e831e102fa08ace9a5a1af4b583b122e6fd3e083ab \
-    --hash=sha256:47ee7af083623d2091954fa71c7549b8443168f41b7c5dce66510274c50fd73e \
-    --hash=sha256:4d0c1b0f9f6915619e2a0d3853e5763d4d66876892ad352e7d7b93a737556978 \
-    --hash=sha256:4d17873d3e607d398b85126cd4ed7aad89e4e9d89fc744cdab1af3189a996c2a \
-    --hash=sha256:6ad5c2810fc6c684254a7792bf1cbaf1606cdee2a253f8bd259c43135d87cfb4 \
-    --hash=sha256:730f3297b26749b216a06e4327fe0be59b8d05f7d594fb6caff4287b69654589 \
-    --hash=sha256:73f305fbf31607b35ce919fae636ab8b80d175328ed38fdc6f354e813b86ee37 \
-    --hash=sha256:8021271a79f35b842c02a1794465a651a9d06ec2080f76ebc3b7adce77d08233 \
-    --hash=sha256:81e7dcc5e9587f2567e52deaff5220b175bf2f648951549eae5fc9383b62bc37 \
-    --hash=sha256:89ee7d595f5939cc20bf946faedcb5137d975f03ae080f300ebb4398f16a5bd4 \
-    --hash=sha256:9e0fc891d6358bf376cc0ae1fee10a650478172ae9ba359daba1785fc496cd1a \
-    --hash=sha256:9e8d2e519852adb1b420e018f5ac6e6684b2b877478adf7fda2cfdb58f5acb5d \
-    --hash=sha256:a3764ba8195c9baf0925a96da0743ff218067a269f01d155ca3558deed2658ca \
-    --hash=sha256:a518d3f9889ef920116f9fa56d0338069e110f823926356946dae83bc9e33e19 \
-    --hash=sha256:aa60d82e29fcd0a736e86feb63a11d2380322d77a9369a54be8b0965a3985f71 \
-    --hash=sha256:b328eafa86a2a67303fdb1d25677d15b70cd2a5229aabec7670ec5ea840f1375 \
-    --hash=sha256:b5eb07acd115aa6208b4058211138393a7e6c2cf12b6f213ede10f658f6a714f \
-    --hash=sha256:bdf1dfe2a3ca56f5529118baf33a13efed2783c528f4a36409b46bbd2d9d48eb \
-    --hash=sha256:d8c00a42863e4f4733ac9d078bbfad816249c01451740e6f5053ecc7db6d6368 \
-    --hash=sha256:e443e7077a6e2d3faeea72f5a92c9f12c63722686eb80bb40a0f04e4a7e267ad \
-    --hash=sha256:e83a9abe653835da3b37fb6ae04b45480c1de11b3134bd40b09717192a1456ea \
-    --hash=sha256:e93bd5d220f3cb6fc5fc1bffd5b094966cab8ee99f6c57c02e95710513d6ac3f \
-    --hash=sha256:f1c08befa85e93acc992b72a390ddb7bd876190f1360e61d10cf43833463bc9c \
-    --hash=sha256:f4ff0649a2df674c7ffb6fa1a06bffdb82a6adf09a48e90e000a15a6aaa734b0 \
-    --hash=sha256:fe76140ae7adc5ff0e60a3f0d56f4fffef484efa803c3efebf2fcd734d72ecb5
-    # via
-    #   -r requirements.in
-    #   plotnine
 tabulate==0.10.0 \
     --hash=sha256:e2cfde8f79420f6deeffdeda9aaec3b6bc5abce947655d17ac662b126e48a60d \
     --hash=sha256:f0b0622e567335c8fabaaa659f1b33bcb6ddfe2e496071b743aa113f8774f2d3
-    # via -r requirements.in
-threadpoolctl==3.6.0 \
-    --hash=sha256:43a0b8fd5a2928500110039e43a5eed8480b918967083ea48dc3ab9f13c4a7fb \
-    --hash=sha256:8ab8b4aa3491d812b623328249fab5302a68d2d71745c8a4c719a2fcaba9f44e
-    # via scikit-learn
-toolz==1.1.0 \
-    --hash=sha256:15ccc861ac51c53696de0a5d6d4607f99c210739caf987b5d2054f3efed429d8 \
-    --hash=sha256:27a5c770d068c110d9ed9323f24f1543e83b2f300a687b7891c1a6d56b697b5b
-    # via
-    #   dask
-    #   partd
-tornado==6.5.6 \
-    --hash=sha256:1c34cfab7ad6d104f052f55de06d39bbafc5885cfeb4da688803308dbcfa90b7 \
-    --hash=sha256:2543597b24a695d72338a9a77818362d72387c03ae173f1f169eadc5c91466ac \
-    --hash=sha256:385f35e4e22fb52551dfcda4cdc8c30c61c2c001aef5ddad99cdfe116952efd3 \
-    --hash=sha256:38bc01b4acacded2de63ae78023548e41ebe6fbed3ec05a796d7ae3ad893887e \
-    --hash=sha256:65fcfaafb079435c2c19dc9e07c0f1cf0fa9051759ed0a7d0a3ba7ea7f64919c \
-    --hash=sha256:6739bf1e8eb09230f1280ddbd3236f0309db70f2c551a8dbc40f62babdf82f79 \
-    --hash=sha256:8666946e70171b8c3f1fc9b7876fac492e84822c4c7f3746f4e8f8bc9ac92a79 \
-    --hash=sha256:9a365179fe8ff6b8766f602c0f67c185d778193e9bdd828b19f0b6ed7764177d \
-    --hash=sha256:b942e6a137fda31ff54bf8e6e2c8d1c37f1f50583f3ed53fb840b53b9601d104 \
-    --hash=sha256:db475f1b67b2809b10bb16264829087724ca8d24fe4ed47f7b8675cae453ef86
-    # via bokeh
-traitlets==5.15.0 \
-    --hash=sha256:4fead733f81cf1c4c938e06f8ca4633896833c9d89eff878159457f4d4392971 \
-    --hash=sha256:fb36a18867a6803deab09f3c5e0fa81bb7b26a5c9e82501c9933f759166eff40
-    # via
-    #   ipython
-    #   ipywidgets
-    #   matplotlib-inline
-    #   pygwalker
-typing-extensions==4.15.0 \
+    # via -r sandbox/requirements.in
+typing-extensions==4.15.0 ; python_full_version < '3.13' \
     --hash=sha256:0cea48d173cc12fa28ecabc3b837ea3cf6f38c6d1136f85cbaaf598984861466 \
     --hash=sha256:f0fa19c6845758ab08074a0cfa8b7aecb71c999ca73d62883bc25cc018c4e548
-    # via
-    #   altair
-    #   anyio
-    #   anywidget
-    #   ipython
-    #   pydantic
-    #   pydantic-core
-    #   pygwalker
-    #   referencing
-    #   sqlalchemy
-    #   typing-inspection
-typing-inspection==0.4.2 \
-    --hash=sha256:4ed1cacbdc298c220f1bd249ed5287caa16f34d44ef4e9c3d0cbad5b521545e7 \
-    --hash=sha256:ba561c48a67c5958007083d386c3295464928b01faa735ab8547c5692e87f464
-    # via pydantic
-tzdata==2026.2 \
+    # via anyio
+tzdata==2026.2 ; sys_platform == 'emscripten' or sys_platform == 'win32' \
     --hash=sha256:9173fde7d80d9018e02a662e168e5a2d04f87c41ea174b139fbef642eda62d10 \
     --hash=sha256:bbe9af844f658da81a5f95019480da3a89415801f6cc966806612cc7169bffe7
-    # via arrow
+    # via
+    #   clickhouse-connect
+    #   pandas
 urllib3==2.7.0 \
     --hash=sha256:231e0ec3b63ceb14667c67be60f2f2c40a518cb38b03af60abc813da26505f4c \
     --hash=sha256:9fb4c81ebbb1ce9531cce37674bbc6f1360472bc18ca9a553ede278ef7276897
     # via
     #   botocore
     #   clickhouse-connect
-    #   requests
-vl-convert-python==1.9.0.post1 \
-    --hash=sha256:3c1558fa0055e88c465bd3d71760cde9fa2c94a95f776a0ef9178252fd820b1f \
-    --hash=sha256:43e9515f65bbcd317d1ef328787fd7bf0344c2fde9292eb7a0e64d5d3d29fccb \
-    --hash=sha256:7e263269ac0d304640ca842b44dfe430ed863accd9edecff42e279bfc48ce940 \
-    --hash=sha256:a5b06b3128037519001166f5341ec7831e19fbd7f3a5f78f73d557ac2d5859ef \
-    --hash=sha256:b0e7a3245f32addec7e7abeb1badf72b1513ed71ba1dba7aca853901217b3f4e \
-    --hash=sha256:e6ecfe4b7e2ea9e8c30fd6d6eaea3ef85475be1ad249407d9796dce4ecdb5b32
-    # via -r requirements.in
-wasmtime==45.0.0 \
-    --hash=sha256:1736a70a48f713aaf1a878514d29cc6f554213b5431e04447813a3b9b4320381 \
-    --hash=sha256:2ad4bf7ca286ceea35c1e420d10b368d7f83faf9a5ffde87b4ee334a9b7f55f3 \
-    --hash=sha256:31d10f25c330cebcfb364e9a357123deeec96c41725ff2bba91b705587f38a93 \
-    --hash=sha256:3579b0ec6d001750d66ec7089aaeee2c048f88328c82743e15f099af01b0cf84 \
-    --hash=sha256:35e713f907264e470f3bc9b592b81b8ed0f8f5651725d9f07a5d52beb0642e38 \
-    --hash=sha256:4e843795b53e66c71313f2254731467372e5e1549227cf14accb9e2d57701c10 \
-    --hash=sha256:5d1416ec6da8cd87c29e2e9eb074358c91839c2fff971fe428c8921eaae68e73 \
-    --hash=sha256:6251ee5074a8b8bfaa98e6e99cb5d49d6d0f2320b3265d5aa6c2ee5df5fb4519 \
-    --hash=sha256:a0b6ca14b4628a5d1ffa91ccf2c0f2c58fa171f126ec085d564b09d5795395dd \
-    --hash=sha256:a499f6ab0eebb70dca83d6a4904b743cd122f322af3abe86af08ad753533d946 \
-    --hash=sha256:ae9726590e6d90c6305b8b507c93468b145204d4390aa9a2e29e26babcae110e \
-    --hash=sha256:bef65282b7de744106a91da43e4d06ba19d2d587bc54abb83b3e757f0c4fc030
-    # via gw-dsl-parser
-wcwidth==0.7.0 \
-    --hash=sha256:5d69154c429a82910e241c738cd0e2976fac8a2dd47a1a805f4afed1c0f136f2 \
-    --hash=sha256:90e3a7ea092341c44b99562e75d09e4d5160fe7a3974c6fb842a101a95e7eed0
-    # via prompt-toolkit
-widgetsnbextension==4.0.15 \
-    --hash=sha256:8156704e4346a571d9ce73b84bee86a29906c9abfd7223b7228a28899ccf3366 \
-    --hash=sha256:de8610639996f1567952d763a5a41af8af37f2575a41f9852a38f947eb82a3b9
-    # via ipywidgets
-xyzservices==2026.3.0 \
-    --hash=sha256:503183d4b322bfebc3c50cdd21192aa3e81e36c5efbf9133d54ae82143e0576b \
-    --hash=sha256:d226866a5d8e9fef337034d8da37a8298f0a1d9d1489b4018e69579eb321fea4
-    # via bokeh
-zipp==4.1.0 \
-    --hash=sha256:25ad4e16390cd314347dd8f1de67a2ac538ae658ed4ab9db16029c07c188e97f \
-    --hash=sha256:4cb57381f544315db7688e976e922a2b18cdb513d21cc194eb42232ba2a3e602
-    # via importlib-metadata
 zstandard==0.25.0 \
     --hash=sha256:011d388c76b11a0c165374ce660ce2c8efa8e5d87f34996aa80f9c0816698b64 \
     --hash=sha256:01582723b3ccd6939ab7b3a78622c573799d5d8737b534b86d0e06ac18dbde4a \