diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml
new file mode 100644
index 000000000..cf4528962
--- /dev/null
+++ b/.github/workflows/ci.yml
@@ -0,0 +1,110 @@
+name: CI
+
+on:
+ push:
+ branches: ["*"]
+ # pull_request:
+ # branches: ["*"]
+ # # types: [ opened, reopened, synchronize, labeled ]
+ schedule:
+ - cron: '0 4 * * *' # run once a day at 4 AM
+
+jobs:
+ mypy:
+ runs-on: ubuntu-latest
+ strategy:
+ matrix:
+ namespace: ["core", "ext-ecoscope"]
+ python-version: ["310", "311", "312"]
+ steps:
+ - uses: actions/checkout@v4
+ - name: Install pixi
+ run: curl -fsSL https://pixi.sh/install.sh | bash && echo "$HOME/.pixi/bin" >> $GITHUB_PATH
+ - name: Mypy
+ run: |
+ pixi run \
+ --manifest-path src/ecoscope-workflows-${{ matrix.namespace }}/pyproject.toml \
+ --locked --environment mypy-py${{ matrix.python-version }} \
+ mypy
+
+ doctest:
+ runs-on: ubuntu-latest
+ strategy:
+ matrix:
+ namespace: ["core"] #, "ext/ecoscope"] # todo: enable once ext/ecoscope has doctests
+ python-version: ["310", "311", "312"]
+ steps:
+ - uses: actions/checkout@v4
+ - name: Install pixi
+ run: curl -fsSL https://pixi.sh/install.sh | bash && echo "$HOME/.pixi/bin" >> $GITHUB_PATH
+ - name: Test
+ run: |
+ pixi run \
+ --manifest-path src/ecoscope-workflows-${{ matrix.namespace }}/pyproject.toml \
+ --locked --environment test-py${{ matrix.python-version }} \
+ pytest -v src/ecoscope-workflows-${{ matrix.namespace }} \
+ --doctest-modules
+
+ test-core:
+ runs-on: ubuntu-latest
+ strategy:
+ matrix:
+ python-version: ["310", "311", "312"]
+ steps:
+ - uses: actions/checkout@v4
+ - name: Install pixi
+ run: curl -fsSL https://pixi.sh/install.sh | bash && echo "$HOME/.pixi/bin" >> $GITHUB_PATH
+ - name: Test
+ run: |
+ pixi run \
+ --manifest-path src/ecoscope-workflows-core/pyproject.toml \
+ --locked --environment test-py${{ matrix.python-version }} \
+ pytest src/ecoscope-workflows-core/tests -vx
+
+ test-ext-ecoscope-not-io:
+ runs-on: ubuntu-latest
+ strategy:
+ matrix:
+ python-version: ["310", "311", "312"]
+ steps:
+ - uses: actions/checkout@v4
+ - name: Install pixi
+ run: curl -fsSL https://pixi.sh/install.sh | bash && echo "$HOME/.pixi/bin" >> $GITHUB_PATH
+ - name: Test
+ run: |
+ pixi run \
+ --manifest-path src/ecoscope-workflows-ext-ecoscope/pyproject.toml \
+ --locked --environment test-py${{ matrix.python-version }} \
+ pytest src/ecoscope-workflows-ext-ecoscope/tests -vx \
+ -m "not io"
+
+ test-ext-ecoscope-io:
+ # run if:
+ # - all pushes to main
+ # - schedule defined above
+ # - a PR was just labeled 'test-io'
+ # - a PR with labeled 'test-io' label was opened, reopened, or synchronized
+ if: |
+ github.event_name == 'push' ||
+ github.event_name == 'schedule' ||
+ github.event.label.name == 'test-io' ||
+ contains( github.event.pull_request.labels.*.name, 'test-io')
+ runs-on: ubuntu-latest
+ strategy:
+ matrix:
+ python-version: ["310", "311", "312"]
+ steps:
+ - uses: actions/checkout@v4
+ - name: Install pixi
+ run: curl -fsSL https://pixi.sh/install.sh | bash && echo "$HOME/.pixi/bin" >> $GITHUB_PATH
+ - name: Test
+ env:
+ EARTHRANGER_SERVER: ${{ secrets.EARTHRANGER_SERVER }}
+ EARTHRANGER_USERNAME: ${{ secrets.EARTHRANGER_USERNAME }}
+ EARTHRANGER_PASSWORD: ${{ secrets.EARTHRANGER_PASSWORD }}
+ run: |
+ pixi run \
+ --manifest-path src/ecoscope-workflows-ext-ecoscope/pyproject.toml \
+ --locked --environment test-py${{ matrix.python-version }} \
+ pytest src/ecoscope-workflows-ext-ecoscope/tests -vx \
+ -m "io"
diff --git a/.github/workflows/examples.yml b/.github/workflows/examples.yml
new file mode 100644
index 000000000..fdb8fc227
--- /dev/null
+++ b/.github/workflows/examples.yml
@@ -0,0 +1,66 @@
+name: Examples
+
+on:
+ push:
+ branches: ["*"]
+ # types: [ opened, reopened, synchronize, labeled ]
+ # pull_request:
+ # branches: ["*"]
+
+jobs:
+ build-release:
+ runs-on: ubuntu-latest
+ steps:
+ - uses: actions/checkout@v4
+ - name: Install pixi
+ run: curl -fsSL https://pixi.sh/install.sh | bash && echo "$HOME/.pixi/bin" >> $GITHUB_PATH
+ - name: Build release
+ run: |
+ pixi run \
+ --manifest-path ./pixi.toml \
+ --locked --environment conda-dist \
+ build-release
+ - name: Upload conda channel
+ uses: actions/upload-artifact@v4
+ with:
+ name: release-artifacts
+ path: |
+ /tmp/ecoscope-workflows/release/artifacts/
+ !/tmp/ecoscope-workflows/release/artifacts/bld
+ !/tmp/ecoscope-workflows/release/artifacts/src_cache
+ if-no-files-found: error
+ compression-level: 0
+
+ test-examples:
+ needs: build-release
+ runs-on: ubuntu-latest
+ strategy:
+ fail-fast: false
+ matrix:
+ script: [
+ "async-local",
+ "sequential-local",
+ ]
+ compilation-spec: [
+ "mode-map",
+ "mode-mapvalues",
+ "patrol-events",
+ "patrol-workflow",
+ "subject-tracking",
+ ]
+ steps:
+ - uses: actions/checkout@v4
+ - name: Download conda channel
+ uses: actions/download-artifact@v4
+ with:
+ name: release-artifacts
+ path: /tmp/ecoscope-workflows/release/artifacts
+ - name: Log conda channel contents
+ run: ls -lR /tmp/ecoscope-workflows/release/artifacts
+ - name: Install pixi
+ run: curl -fsSL https://pixi.sh/install.sh | bash && echo "$HOME/.pixi/bin" >> $GITHUB_PATH
+ - name: Test
+ working-directory: ./examples/${{ matrix.compilation-spec }}/workflow
+ run: |
+ pixi run --locked --manifest-path pixi.toml -e test \
+ test-${{ matrix.script }}-mock-io --case test1
diff --git a/.github/workflows/lint.yaml b/.github/workflows/lint.yaml
deleted file mode 100644
index d34c0fdf2..000000000
--- a/.github/workflows/lint.yaml
+++ /dev/null
@@ -1,48 +0,0 @@
-name: Lint
-
-on:
- push:
- branches: [ "main" ]
- pull_request:
- branches: [ "*" ]
-
-jobs:
- lint:
- runs-on: ubuntu-latest
- strategy:
- fail-fast: false
- matrix:
- python-version: ["3.12"]
-
- steps:
- - uses: actions/checkout@v4
- - name: Set up Python ${{ matrix.python-version }}
- uses: actions/setup-python@v5
- with:
- python-version: ${{ matrix.python-version }}
-
- - uses: actions/cache@v4
- id: restore-cache
- with:
- key: "venv-lint-${{ matrix.python-version }}-${{ hashFiles('pyproject.toml') }}"
- path: |
- .venv/
-
- # If python patch version changes, or pyproject.toml gets updated,
- # the cache lookup will miss, and the venv needs to be recreated.
- - name: If no cache hit, recreate venv
- if: "steps.restore-cache.outputs.cache-hit == false"
- run: |
- python -m venv .venv
- .venv/bin/python -m pip install --upgrade pip
- .venv/bin/python -m pip install -e ".[test,lithops]"
-
- - name: Lint
- run: |
- . .venv/bin/activate
- python -m pip install pre-commit
- pre-commit install
- pre-commit run --all-files
-
- # - name: Upload Coverage to Codecov
- # uses: codecov/codecov-action@v2
diff --git a/.github/workflows/unit-test.yaml b/.github/workflows/unit-test.yaml
deleted file mode 100644
index 046ebeb89..000000000
--- a/.github/workflows/unit-test.yaml
+++ /dev/null
@@ -1,58 +0,0 @@
-name: Unit Tests
-
-on:
- push:
- branches: ["main"]
- pull_request:
- branches: ["*"]
-
-jobs:
- test:
- runs-on: ubuntu-latest
- strategy:
- fail-fast: false
- matrix:
- environment-name: [
- "py3.10-ecoscope1.8.3",
- "py3.11-ecoscope1.8.3",
- "py3.12-ecoscope1.8.3",
- ]
-
- steps:
- - uses: actions/checkout@v4
- - name: Setup Micromamba
- uses: mamba-org/setup-micromamba@v1
- with:
- environment-file: ./ci/envs/${{ matrix.environment-name }}.yml
- cache-environment: true
- cache-downloads: true
- init-shell: bash
-
- - name: Install pip dependencies and our package
- shell: bash -leo pipefail {0}
- run: |
- python -m pip install -U pip
- python -m pip install -e ".[test,lithops]" --config-settings editable_mode=compat
-
- - name: Run doctests
- shell: bash -leo pipefail {0}
- run: |
- python -m pytest -v ecoscope_workflows/ --doctest-modules \
- --ignore=ecoscope_workflows/visualize.py
-
- - name: Export shell name and conda env name to env
- run: |
- echo 'SHELL="bash -leo pipefail"' >> $GITHUB_ENV
- echo "CONDA_ENV_NAME=${{ matrix.environment-name }}" >> $GITHUB_ENV
-
- - name: Test with pytest
- env:
- EARTHRANGER_SERVER: ${{ secrets.EARTHRANGER_SERVER }}
- EARTHRANGER_USERNAME: ${{ secrets.EARTHRANGER_USERNAME }}
- EARTHRANGER_PASSWORD: ${{ secrets.EARTHRANGER_PASSWORD }}
- shell: bash -leo pipefail {0}
- run: |
- python -m pytest tests -v
-
- # - name: Upload Coverage to Codecov
- # uses: codecov/codecov-action@v2
diff --git a/.gitignore b/.gitignore
index d9a83b159..bd4f1a229 100644
--- a/.gitignore
+++ b/.gitignore
@@ -1,5 +1,7 @@
.DS_Store
+# pixi
+.pixi
# Byte-compiled / optimized / DLL files
__pycache__/
*.py[cod]
diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index b1408830d..48849b751 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -1,5 +1,5 @@
# https://pre-commit.com/
-# Adapted from https://github.com/TomNicholas/VirtualiZarr/blob/main/.pre-commit-config.yaml
+# xref https://github.com/zarr-developers/VirtualiZarr/blob/main/.pre-commit-config.yaml
ci:
autoupdate_schedule: monthly
@@ -13,32 +13,10 @@ repos:
- repo: https://github.com/astral-sh/ruff-pre-commit
# Ruff version.
- rev: "v0.4.3"
+ rev: "v0.6.3"
hooks:
# Run the linter.
- id: ruff
args: [--fix]
# Run the formatter.
- id: ruff-format
-
- - repo: https://github.com/pre-commit/mirrors-mypy
- rev: v1.10.0
- hooks:
- - id: mypy
- exclude: "examples/dags/"
- additional_dependencies: [
- # Type stubs
- types-python-dateutil,
- types-PyYAML,
- types-pytz,
- # Dependencies that are typed
- numpy,
- typing-extensions>=4.1.0,
- ]
- # run this occasionally, ref discussion https://github.com/pydata/xarray/pull/3194
- # - repo: https://github.com/asottile/pyupgrade
- # rev: v3.15.2
- # hooks:
- # - id: pyupgrade
- # args:
- # - "--py310-plus"
diff --git a/.readthedocs.yaml b/.readthedocs.yaml
index 5f38c8db4..1cc8436a0 100644
--- a/.readthedocs.yaml
+++ b/.readthedocs.yaml
@@ -4,7 +4,6 @@ build:
tools:
python: "3.12"
commands:
- - pip install ".[lithops,visualize]"
- - pip install pdoc3
- - pdoc --html --output-dir $READTHEDOCS_OUTPUT/html/ ecoscope_workflows
- - echo "If you are not redirected, click here.
" > $READTHEDOCS_OUTPUT/html/index.html
+ - curl -fsSL https://pixi.sh/install.sh | bash
+ - $HOME/.pixi/bin/pixi run --manifest-path src/ecoscope-workflows-core/pyproject.toml --locked -e docs pdoc --html --output-dir $READTHEDOCS_OUTPUT/html/ ecoscope_workflows_core
+ - echo "If you are not redirected, click here.
" > $READTHEDOCS_OUTPUT/html/index.html
diff --git a/ci/envs/py3.10-ecoscope1.8.3.yml b/ci/envs/py3.10-ecoscope1.8.3.yml
deleted file mode 100644
index 1c796f088..000000000
--- a/ci/envs/py3.10-ecoscope1.8.3.yml
+++ /dev/null
@@ -1,11 +0,0 @@
-name: py3.10-ecoscope1.8.3
-channels:
- - conda-forge
-dependencies:
- - python==3.10.12
- - geopandas<=0.14.2
- - git
- - numpy<2
- - pip
- - pip:
- - ecoscope[analysis,mapping,plotting] @ git+https://github.com/wildlife-dynamics/ecoscope@e0f77e7
diff --git a/ci/envs/py3.11-ecoscope1.8.3.yml b/ci/envs/py3.11-ecoscope1.8.3.yml
deleted file mode 100644
index b9ba88a47..000000000
--- a/ci/envs/py3.11-ecoscope1.8.3.yml
+++ /dev/null
@@ -1,11 +0,0 @@
-name: py3.11-ecoscope1.8.3
-channels:
- - conda-forge
-dependencies:
- - python=3.11
- - geopandas<=0.14.2
- - git
- - numpy<2
- - pip
- - pip:
- - ecoscope[analysis,mapping,plotting] @ git+https://github.com/wildlife-dynamics/ecoscope@e0f77e7
diff --git a/ci/envs/py3.12-ecoscope1.8.3.yml b/ci/envs/py3.12-ecoscope1.8.3.yml
deleted file mode 100644
index cb2aacb38..000000000
--- a/ci/envs/py3.12-ecoscope1.8.3.yml
+++ /dev/null
@@ -1,11 +0,0 @@
-name: py3.12-ecoscope1.8.3
-channels:
- - conda-forge
-dependencies:
- - python=3.12
- - geopandas<=0.14.2
- - git
- - numpy<2
- - pip
- - pip:
- - ecoscope[analysis,mapping,plotting] @ git+https://github.com/wildlife-dynamics/ecoscope@e0f77e7
diff --git a/development.md b/development.md
new file mode 100644
index 000000000..067f56fc7
--- /dev/null
+++ b/development.md
@@ -0,0 +1,6 @@
+| feature | pip | poetry | conda | mamba | micromamba | pixi.sh |
+| --------------- | --- | ------ | ----- | ----- | ---------- | ------- |
+| python deps | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ |
+| conda-compatible | ❌ | ❌ | ✅ | ✅ | ✅ | ✅ |
+| native lockfiles | ❌ | ✅ | ❌ | ❌ | ❌ | ✅ |
+| performance | ✅ | ✅ | ❌ | 🤷 | 🤷 | 🔥 |
diff --git a/ecoscope_workflows/tasks/analysis/calculate-time-density.example-return.parquet b/ecoscope_workflows/tasks/analysis/calculate-time-density.example-return.parquet
deleted file mode 100644
index 44275d625..000000000
Binary files a/ecoscope_workflows/tasks/analysis/calculate-time-density.example-return.parquet and /dev/null differ
diff --git a/ecoscope_workflows/tasks/transformation/_exploding.py b/ecoscope_workflows/tasks/transformation/_exploding.py
deleted file mode 100644
index b017bd5da..000000000
--- a/ecoscope_workflows/tasks/transformation/_exploding.py
+++ /dev/null
@@ -1,18 +0,0 @@
-import logging
-from typing import Annotated
-
-from pydantic import Field
-
-from ecoscope_workflows.annotations import DataFrame, JsonSerializableDataFrameModel
-from ecoscope_workflows.decorators import task
-
-logger = logging.getLogger(__name__)
-
-
-@task
-def explode(
- df: DataFrame[JsonSerializableDataFrameModel],
- column_name: Annotated[str, Field(description="The column name to explode.")],
- ignore_index: Annotated[bool, Field(description="Whether to ignore the index.")],
-) -> DataFrame[JsonSerializableDataFrameModel]:
- return df.explode(column_name, ignore_index)
diff --git a/ecoscope_workflows/testing.py b/ecoscope_workflows/testing.py
deleted file mode 100644
index a75d88a2f..000000000
--- a/ecoscope_workflows/testing.py
+++ /dev/null
@@ -1,24 +0,0 @@
-import inspect
-
-from ecoscope_workflows.decorators import SyncTask
-from ecoscope_workflows.util import (
- load_example_return_from_task_reference,
- import_task_from_reference,
-)
-
-
-class MockSyncTask(SyncTask):
- def validate(self) -> "MockSyncTask":
- return self
-
-
-def create_task_magicmock(anchor: str, func_name: str) -> MockSyncTask:
- task = import_task_from_reference(anchor, func_name)
- example_return = load_example_return_from_task_reference(anchor, func_name)
-
- def mock_func(*args, **kwargs):
- return example_return
-
- mock_func.__signature__ = inspect.signature(task.func) # type: ignore[attr-defined]
-
- return MockSyncTask(func=mock_func, tags=task.tags, executor=task.executor)
diff --git a/examples/compilation-specs/mode-map.yaml b/examples/mode-map/spec.yaml
similarity index 76%
rename from examples/compilation-specs/mode-map.yaml
rename to examples/mode-map/spec.yaml
index 211f9efdd..8d37225b2 100644
--- a/examples/compilation-specs/mode-map.yaml
+++ b/examples/mode-map/spec.yaml
@@ -1,4 +1,16 @@
id: map_example
+requirements:
+ compile:
+ - name: ecoscope-workflows-core
+ version: "*"
+ channel: file:///tmp/ecoscope-workflows/release/artifacts/
+ run:
+ - name: ecoscope-workflows-core
+ version: "*"
+ channel: file:///tmp/ecoscope-workflows/release/artifacts/
+ - name: ecoscope-workflows-ext-ecoscope
+ version: "*"
+ channel: file:///tmp/ecoscope-workflows/release/artifacts/
workflow:
# ------------------------------------------------------
# Mapping over a manually defined list, which is unkeyed
diff --git a/examples/mode-map/test-cases.yaml b/examples/mode-map/test-cases.yaml
new file mode 100644
index 000000000..2283e6741
--- /dev/null
+++ b/examples/mode-map/test-cases.yaml
@@ -0,0 +1,36 @@
+# TODO: generate this _instead_ of "params_fillable.yaml" and then edit it
+test1:
+ name: Test 1
+ description: "Test case for mode-map"
+ params:
+ obs_a: # Parameters for 'Get Observations A' using task `get_subjectgroup_observations`.
+ client: "mep_dev" # (, BeforeValidator(func=>), WithJsonSchema(json_schema={'type': 'string', 'description': 'A named EarthRanger connection.'}, mode=None))
+ subject_group_name: "Elephants" # (, FieldInfo(annotation=NoneType, required=True, description='Name of EarthRanger Subject'))
+ include_inactive: True # (, FieldInfo(annotation=NoneType, required=True, description='Whether or not to include inactive subjects'))
+ since: "2011-01-01" # (, FieldInfo(annotation=NoneType, required=True, description='Start date'))
+ until: "2023-01-01" # (, FieldInfo(annotation=NoneType, required=True, description='End date'))
+ obs_b: # Parameters for 'Get Observations B' using task `get_subjectgroup_observations`.
+ client: "mep_dev" # (, BeforeValidator(func=>), WithJsonSchema(json_schema={'type': 'string', 'description': 'A named EarthRanger connection.'}, mode=None))
+ subject_group_name: "Elephants" # (, FieldInfo(annotation=NoneType, required=True, description='Name of EarthRanger Subject'))
+ include_inactive: True # (, FieldInfo(annotation=NoneType, required=True, description='Whether or not to include inactive subjects'))
+ since: "2011-01-01" # (, FieldInfo(annotation=NoneType, required=True, description='Start date'))
+ until: "2023-01-01" # (, FieldInfo(annotation=NoneType, required=True, description='End date'))
+ obs_c: # Parameters for 'Get Observations C' using task `get_subjectgroup_observations`.
+ client: "mep_dev" # (, BeforeValidator(func=>), WithJsonSchema(json_schema={'type': 'string', 'description': 'A named EarthRanger connection.'}, mode=None))
+ subject_group_name: "Elephants" # (, FieldInfo(annotation=NoneType, required=True, description='Name of EarthRanger Subject'))
+ include_inactive: True # (, FieldInfo(annotation=NoneType, required=True, description='Whether or not to include inactive subjects'))
+ since: "2011-01-01" # (, FieldInfo(annotation=NoneType, required=True, description='Start date'))
+ until: "2023-01-01" # (, FieldInfo(annotation=NoneType, required=True, description='End date'))
+ map_layers: # Parameters for 'Create Map Layer For Each Group' using task `create_map_layer`.
+ layer_style:
+ layer_type: "point"
+ ecomaps: # Parameters for 'Create EcoMap For Each Group' using task `draw_ecomap`.
+ tile_layer: OpenStreetMap # (str, FieldInfo(annotation=NoneType, required=False))
+ static: False # (, FieldInfo(annotation=NoneType, required=False))
+ title: "Great Map" # (, FieldInfo(annotation=NoneType, required=False))
+ north_arrow_style:
+ placement: "top-right"
+ td_ecomap_html_url: {} # Parameters for 'Persist Ecomaps as Text' using task `persist_text`.
+ assertions:
+ result_stdout_contains:
+ - ".html"
diff --git a/examples/dags/mode_map_dag.jupytext.py b/examples/mode-map/workflow/dags/jupytext.py
similarity index 86%
rename from examples/dags/mode_map_dag.jupytext.py
rename to examples/mode-map/workflow/dags/jupytext.py
index 6b03901bd..9dd896154 100644
--- a/examples/dags/mode_map_dag.jupytext.py
+++ b/examples/mode-map/workflow/dags/jupytext.py
@@ -8,10 +8,10 @@
# ## Imports
import os
-from ecoscope_workflows.tasks.io import get_subjectgroup_observations
-from ecoscope_workflows.tasks.results import create_map_layer
-from ecoscope_workflows.tasks.results import draw_ecomap
-from ecoscope_workflows.tasks.io import persist_text
+from ecoscope_workflows_ext_ecoscope.tasks.io import get_subjectgroup_observations
+from ecoscope_workflows_ext_ecoscope.tasks.results import create_map_layer
+from ecoscope_workflows_ext_ecoscope.tasks.results import draw_ecomap
+from ecoscope_workflows_core.tasks.io import persist_text
# %% [markdown]
# ## Get Observations A
diff --git a/examples/mode-map/workflow/dags/script-async.mock-io.py b/examples/mode-map/workflow/dags/script-async.mock-io.py
new file mode 100644
index 000000000..ebc379ec5
--- /dev/null
+++ b/examples/mode-map/workflow/dags/script-async.mock-io.py
@@ -0,0 +1,110 @@
+# ruff: noqa: E402
+
+"""WARNING: This file is generated in a testing context and should not be used in production.
+Lines specific to the testing context are marked with a test tube emoji (🧪) to indicate
+that they would not be included (or would be different) in the production version of this file.
+"""
+
+import argparse
+import os
+import yaml
+import warnings # 🧪
+from ecoscope_workflows_core.testing import create_task_magicmock # 🧪
+
+
+from ecoscope_workflows_core.graph import DependsOn, DependsOnSequence, Graph, Node
+
+get_subjectgroup_observations = create_task_magicmock( # 🧪
+ anchor="ecoscope_workflows_ext_ecoscope.tasks.io", # 🧪
+ func_name="get_subjectgroup_observations", # 🧪
+) # 🧪
+get_subjectgroup_observations = create_task_magicmock( # 🧪
+ anchor="ecoscope_workflows_ext_ecoscope.tasks.io", # 🧪
+ func_name="get_subjectgroup_observations", # 🧪
+) # 🧪
+get_subjectgroup_observations = create_task_magicmock( # 🧪
+ anchor="ecoscope_workflows_ext_ecoscope.tasks.io", # 🧪
+ func_name="get_subjectgroup_observations", # 🧪
+) # 🧪
+from ecoscope_workflows_ext_ecoscope.tasks.results import create_map_layer
+from ecoscope_workflows_ext_ecoscope.tasks.results import draw_ecomap
+from ecoscope_workflows_core.tasks.io import persist_text
+
+if __name__ == "__main__":
+ parser = argparse.ArgumentParser()
+ g = parser.add_argument_group("map_example")
+ g.add_argument(
+ "--config-file",
+ dest="config_file",
+ required=True,
+ type=argparse.FileType(mode="r"),
+ )
+ args = parser.parse_args()
+ params = yaml.safe_load(args.config_file)
+ warnings.warn("This test script should not be used in production!") # 🧪
+
+ dependencies = {
+ "obs_a": [],
+ "obs_b": [],
+ "obs_c": [],
+ "map_layers": ["obs_a", "obs_b", "obs_c"],
+ "ecomaps": ["map_layers"],
+ "td_ecomap_html_url": ["ecomaps"],
+ }
+
+ nodes = {
+ "obs_a": Node(
+ async_task=get_subjectgroup_observations.validate().set_executor("lithops"),
+ partial=params["obs_a"],
+ method="call",
+ ),
+ "obs_b": Node(
+ async_task=get_subjectgroup_observations.validate().set_executor("lithops"),
+ partial=params["obs_b"],
+ method="call",
+ ),
+ "obs_c": Node(
+ async_task=get_subjectgroup_observations.validate().set_executor("lithops"),
+ partial=params["obs_c"],
+ method="call",
+ ),
+ "map_layers": Node(
+ async_task=create_map_layer.validate().set_executor("lithops"),
+ partial=params["map_layers"],
+ method="map",
+ kwargs={
+ "argnames": ["geodataframe"],
+ "argvalues": DependsOnSequence(
+ [
+ DependsOn("obs_a"),
+ DependsOn("obs_b"),
+ DependsOn("obs_c"),
+ ],
+ ),
+ },
+ ),
+ "ecomaps": Node(
+ async_task=draw_ecomap.validate().set_executor("lithops"),
+ partial=params["ecomaps"],
+ method="map",
+ kwargs={
+ "argnames": ["geo_layers"],
+ "argvalues": DependsOn("map_layers"),
+ },
+ ),
+ "td_ecomap_html_url": Node(
+ async_task=persist_text.validate().set_executor("lithops"),
+ partial={
+ "root_path": os.environ["ECOSCOPE_WORKFLOWS_RESULTS"],
+ }
+ | params["td_ecomap_html_url"],
+ method="map",
+ kwargs={
+ "argnames": ["text"],
+ "argvalues": DependsOn("ecomaps"),
+ },
+ ),
+ }
+ graph = Graph(dependencies=dependencies, nodes=nodes)
+ results = graph.execute()
+ print(results)
diff --git a/examples/dags/mode_map_dag.script_async.py b/examples/mode-map/workflow/dags/script-async.py
similarity index 87%
rename from examples/dags/mode_map_dag.script_async.py
rename to examples/mode-map/workflow/dags/script-async.py
index 5e62849c5..9b4ffa463 100644
--- a/examples/dags/mode_map_dag.script_async.py
+++ b/examples/mode-map/workflow/dags/script-async.py
@@ -2,12 +2,12 @@
import os
import yaml
-from ecoscope_workflows.graph import DependsOn, DependsOnSequence, Graph, Node
+from ecoscope_workflows_core.graph import DependsOn, DependsOnSequence, Graph, Node
-from ecoscope_workflows.tasks.io import get_subjectgroup_observations
-from ecoscope_workflows.tasks.results import create_map_layer
-from ecoscope_workflows.tasks.results import draw_ecomap
-from ecoscope_workflows.tasks.io import persist_text
+from ecoscope_workflows_ext_ecoscope.tasks.io import get_subjectgroup_observations
+from ecoscope_workflows_ext_ecoscope.tasks.results import create_map_layer
+from ecoscope_workflows_ext_ecoscope.tasks.results import draw_ecomap
+from ecoscope_workflows_core.tasks.io import persist_text
if __name__ == "__main__":
parser = argparse.ArgumentParser()
diff --git a/examples/mode-map/workflow/dags/script-sequential.mock-io.py b/examples/mode-map/workflow/dags/script-sequential.mock-io.py
new file mode 100644
index 000000000..c0522aa7e
--- /dev/null
+++ b/examples/mode-map/workflow/dags/script-sequential.mock-io.py
@@ -0,0 +1,71 @@
+# ruff: noqa: E402
+
+"""WARNING: This file is generated in a testing context and should not be used in production.
+Lines specific to the testing context are marked with a test tube emoji (🧪) to indicate
+that they would not be included (or would be different) in the production version of this file.
+"""
+
+import argparse
+import os
+import yaml
+import warnings # 🧪
+from ecoscope_workflows_core.testing import create_task_magicmock # 🧪
+
+
+get_subjectgroup_observations = create_task_magicmock( # 🧪
+ anchor="ecoscope_workflows_ext_ecoscope.tasks.io", # 🧪
+ func_name="get_subjectgroup_observations", # 🧪
+) # 🧪
+get_subjectgroup_observations = create_task_magicmock( # 🧪
+ anchor="ecoscope_workflows_ext_ecoscope.tasks.io", # 🧪
+ func_name="get_subjectgroup_observations", # 🧪
+) # 🧪
+get_subjectgroup_observations = create_task_magicmock( # 🧪
+ anchor="ecoscope_workflows_ext_ecoscope.tasks.io", # 🧪
+ func_name="get_subjectgroup_observations", # 🧪
+) # 🧪
+from ecoscope_workflows_ext_ecoscope.tasks.results import create_map_layer
+from ecoscope_workflows_ext_ecoscope.tasks.results import draw_ecomap
+from ecoscope_workflows_core.tasks.io import persist_text
+
+if __name__ == "__main__":
+ parser = argparse.ArgumentParser()
+ g = parser.add_argument_group("map_example")
+ g.add_argument(
+ "--config-file",
+ dest="config_file",
+ required=True,
+ type=argparse.FileType(mode="r"),
+ )
+ args = parser.parse_args()
+ params = yaml.safe_load(args.config_file)
+ warnings.warn("This test script should not be used in production!") # 🧪
+
+ obs_a = get_subjectgroup_observations.validate().partial(**params["obs_a"]).call()
+
+ obs_b = get_subjectgroup_observations.validate().partial(**params["obs_b"]).call()
+
+ obs_c = get_subjectgroup_observations.validate().partial(**params["obs_c"]).call()
+
+ map_layers = (
+ create_map_layer.validate()
+ .partial(**params["map_layers"])
+ .map(argnames=["geodataframe"], argvalues=[obs_a, obs_b, obs_c])
+ )
+
+ ecomaps = (
+ draw_ecomap.validate()
+ .partial(**params["ecomaps"])
+ .map(argnames=["geo_layers"], argvalues=map_layers)
+ )
+
+ td_ecomap_html_url = (
+ persist_text.validate()
+ .partial(
+ root_path=os.environ["ECOSCOPE_WORKFLOWS_RESULTS"],
+ **params["td_ecomap_html_url"],
+ )
+ .map(argnames=["text"], argvalues=ecomaps)
+ )
+
+ print(td_ecomap_html_url)
diff --git a/examples/dags/mode_map_dag.script_sequential.py b/examples/mode-map/workflow/dags/script-sequential.py
similarity index 81%
rename from examples/dags/mode_map_dag.script_sequential.py
rename to examples/mode-map/workflow/dags/script-sequential.py
index ffc41bd8b..b95f9e898 100644
--- a/examples/dags/mode_map_dag.script_sequential.py
+++ b/examples/mode-map/workflow/dags/script-sequential.py
@@ -2,10 +2,10 @@
import os
import yaml
-from ecoscope_workflows.tasks.io import get_subjectgroup_observations
-from ecoscope_workflows.tasks.results import create_map_layer
-from ecoscope_workflows.tasks.results import draw_ecomap
-from ecoscope_workflows.tasks.io import persist_text
+from ecoscope_workflows_ext_ecoscope.tasks.io import get_subjectgroup_observations
+from ecoscope_workflows_ext_ecoscope.tasks.results import create_map_layer
+from ecoscope_workflows_ext_ecoscope.tasks.results import draw_ecomap
+from ecoscope_workflows_core.tasks.io import persist_text
if __name__ == "__main__":
parser = argparse.ArgumentParser()
diff --git a/examples/mode-map/workflow/params-jsonschema.json b/examples/mode-map/workflow/params-jsonschema.json
new file mode 100644
index 000000000..e67113584
--- /dev/null
+++ b/examples/mode-map/workflow/params-jsonschema.json
@@ -0,0 +1,669 @@
+{
+ "title": "Ecoscope Workflow Configurations Form",
+ "properties": {
+ "Get Observations A": {
+ "additionalProperties": false,
+ "properties": {
+ "client": {
+ "description": "A named EarthRanger connection.",
+ "title": "Client",
+ "type": "string"
+ },
+ "subject_group_name": {
+ "title": "Subject Group Name",
+ "type": "string",
+ "description": "Name of EarthRanger Subject"
+ },
+ "since": {
+ "format": "date-time",
+ "title": "Since",
+ "type": "string",
+ "description": "Start date"
+ },
+ "until": {
+ "format": "date-time",
+ "title": "Until",
+ "type": "string",
+ "description": "End date"
+ },
+ "include_inactive": {
+ "default": true,
+ "title": "Include Inactive",
+ "type": "boolean",
+ "description": "Whether or not to include inactive subjects"
+ }
+ },
+ "required": [
+ "client",
+ "subject_group_name",
+ "since",
+ "until"
+ ],
+ "type": "object"
+ },
+ "Get Observations B": {
+ "additionalProperties": false,
+ "properties": {
+ "client": {
+ "description": "A named EarthRanger connection.",
+ "title": "Client",
+ "type": "string"
+ },
+ "subject_group_name": {
+ "title": "Subject Group Name",
+ "type": "string",
+ "description": "Name of EarthRanger Subject"
+ },
+ "since": {
+ "format": "date-time",
+ "title": "Since",
+ "type": "string",
+ "description": "Start date"
+ },
+ "until": {
+ "format": "date-time",
+ "title": "Until",
+ "type": "string",
+ "description": "End date"
+ },
+ "include_inactive": {
+ "default": true,
+ "title": "Include Inactive",
+ "type": "boolean",
+ "description": "Whether or not to include inactive subjects"
+ }
+ },
+ "required": [
+ "client",
+ "subject_group_name",
+ "since",
+ "until"
+ ],
+ "type": "object"
+ },
+ "Get Observations C": {
+ "additionalProperties": false,
+ "properties": {
+ "client": {
+ "description": "A named EarthRanger connection.",
+ "title": "Client",
+ "type": "string"
+ },
+ "subject_group_name": {
+ "title": "Subject Group Name",
+ "type": "string",
+ "description": "Name of EarthRanger Subject"
+ },
+ "since": {
+ "format": "date-time",
+ "title": "Since",
+ "type": "string",
+ "description": "Start date"
+ },
+ "until": {
+ "format": "date-time",
+ "title": "Until",
+ "type": "string",
+ "description": "End date"
+ },
+ "include_inactive": {
+ "default": true,
+ "title": "Include Inactive",
+ "type": "boolean",
+ "description": "Whether or not to include inactive subjects"
+ }
+ },
+ "required": [
+ "client",
+ "subject_group_name",
+ "since",
+ "until"
+ ],
+ "type": "object"
+ },
+ "Create Map Layer For Each Group": {
+ "additionalProperties": false,
+ "properties": {
+ "layer_style": {
+ "anyOf": [
+ {
+ "$ref": "#/$defs/PolylineLayerStyle"
+ },
+ {
+ "$ref": "#/$defs/PolygonLayerStyle"
+ },
+ {
+ "$ref": "#/$defs/PointLayerStyle"
+ }
+ ],
+ "title": "Layer Style",
+ "description": "Style arguments for the layer."
+ },
+ "legend": {
+ "allOf": [
+ {
+ "$ref": "#/$defs/LegendDefinition"
+ }
+ ],
+ "default": null,
+ "title": "Legend",
+ "description": "If present, includes this layer in the map legend"
+ }
+ },
+ "required": [
+ "layer_style"
+ ],
+ "type": "object"
+ },
+ "Create EcoMap For Each Group": {
+ "additionalProperties": false,
+ "properties": {
+ "tile_layer": {
+ "default": "",
+ "title": "Tile Layer",
+ "type": "string",
+ "description": "A named tile layer, ie OpenStreetMap."
+ },
+ "static": {
+ "default": false,
+ "title": "Static",
+ "type": "boolean",
+ "description": "Set to true to disable map pan/zoom."
+ },
+ "title": {
+ "default": "",
+ "title": "Title",
+ "type": "string",
+ "description": "The map title."
+ },
+ "north_arrow_style": {
+ "allOf": [
+ {
+ "$ref": "#/$defs/NorthArrowStyle"
+ }
+ ],
+ "default": {
+ "placement": "top-left",
+ "style": {
+ "transform": "scale(0.8)"
+ }
+ },
+ "title": "North Arrow Style",
+ "description": "Additional arguments for configuring the North Arrow."
+ },
+ "legend_style": {
+ "allOf": [
+ {
+ "$ref": "#/$defs/LegendStyle"
+ }
+ ],
+ "default": {
+ "placement": "bottom-right"
+ },
+ "title": "Legend Style",
+ "description": "Additional arguments for configuring the legend."
+ }
+ },
+ "required": [],
+ "type": "object"
+ },
+ "Persist Ecomaps as Text": {
+ "additionalProperties": false,
+ "properties": {
+ "filename": {
+ "default": null,
+ "title": "Filename",
+ "type": "string",
+ "description": " Optional filename to persist text to within the `root_path`.\n If not provided, a filename will be generated based on a hash of the text content.\n "
+ }
+ },
+ "required": [],
+ "type": "object"
+ }
+ },
+ "$defs": {
+ "LegendDefinition": {
+ "properties": {
+ "label_column": {
+ "title": "Label Column",
+ "type": "string"
+ },
+ "color_column": {
+ "title": "Color Column",
+ "type": "string"
+ }
+ },
+ "required": [
+ "label_column",
+ "color_column"
+ ],
+ "title": "LegendDefinition",
+ "type": "object"
+ },
+ "PointLayerStyle": {
+ "properties": {
+ "auto_highlight": {
+ "default": false,
+ "title": "Auto Highlight",
+ "type": "boolean"
+ },
+ "opacity": {
+ "default": 1,
+ "title": "Opacity",
+ "type": "number"
+ },
+ "pickable": {
+ "default": true,
+ "title": "Pickable",
+ "type": "boolean"
+ },
+ "filled": {
+ "default": true,
+ "title": "Filled",
+ "type": "boolean"
+ },
+ "get_fill_color": {
+ "anyOf": [
+ {
+ "type": "string"
+ },
+ {
+ "items": {
+ "type": "integer"
+ },
+ "type": "array"
+ },
+ {
+ "items": {
+ "items": {
+ "type": "integer"
+ },
+ "type": "array"
+ },
+ "type": "array"
+ },
+ {
+ "type": "null"
+ }
+ ],
+ "default": null,
+ "title": "Get Fill Color"
+ },
+ "get_line_color": {
+ "anyOf": [
+ {
+ "type": "string"
+ },
+ {
+ "items": {
+ "type": "integer"
+ },
+ "type": "array"
+ },
+ {
+ "items": {
+ "items": {
+ "type": "integer"
+ },
+ "type": "array"
+ },
+ "type": "array"
+ },
+ {
+ "type": "null"
+ }
+ ],
+ "default": null,
+ "title": "Get Line Color"
+ },
+ "get_line_width": {
+ "default": 1,
+ "title": "Get Line Width",
+ "type": "number"
+ },
+ "fill_color_column": {
+ "anyOf": [
+ {
+ "type": "string"
+ },
+ {
+ "type": "null"
+ }
+ ],
+ "default": null,
+ "title": "Fill Color Column"
+ },
+ "line_width_units": {
+ "default": "pixels",
+ "enum": [
+ "meters",
+ "pixels"
+ ],
+ "title": "Line Width Units",
+ "type": "string"
+ },
+ "layer_type": {
+ "const": "point",
+ "default": "point",
+ "enum": [
+ "point"
+ ],
+ "title": "Layer Type",
+ "type": "string"
+ },
+ "get_radius": {
+ "default": 1,
+ "title": "Get Radius",
+ "type": "number"
+ },
+ "radius_units": {
+ "default": "pixels",
+ "enum": [
+ "meters",
+ "pixels"
+ ],
+ "title": "Radius Units",
+ "type": "string"
+ }
+ },
+ "title": "PointLayerStyle",
+ "type": "object"
+ },
+ "PolygonLayerStyle": {
+ "properties": {
+ "auto_highlight": {
+ "default": false,
+ "title": "Auto Highlight",
+ "type": "boolean"
+ },
+ "opacity": {
+ "default": 1,
+ "title": "Opacity",
+ "type": "number"
+ },
+ "pickable": {
+ "default": true,
+ "title": "Pickable",
+ "type": "boolean"
+ },
+ "filled": {
+ "default": true,
+ "title": "Filled",
+ "type": "boolean"
+ },
+ "get_fill_color": {
+ "anyOf": [
+ {
+ "type": "string"
+ },
+ {
+ "items": {
+ "type": "integer"
+ },
+ "type": "array"
+ },
+ {
+ "items": {
+ "items": {
+ "type": "integer"
+ },
+ "type": "array"
+ },
+ "type": "array"
+ },
+ {
+ "type": "null"
+ }
+ ],
+ "default": null,
+ "title": "Get Fill Color"
+ },
+ "get_line_color": {
+ "anyOf": [
+ {
+ "type": "string"
+ },
+ {
+ "items": {
+ "type": "integer"
+ },
+ "type": "array"
+ },
+ {
+ "items": {
+ "items": {
+ "type": "integer"
+ },
+ "type": "array"
+ },
+ "type": "array"
+ },
+ {
+ "type": "null"
+ }
+ ],
+ "default": null,
+ "title": "Get Line Color"
+ },
+ "get_line_width": {
+ "default": 1,
+ "title": "Get Line Width",
+ "type": "number"
+ },
+ "fill_color_column": {
+ "anyOf": [
+ {
+ "type": "string"
+ },
+ {
+ "type": "null"
+ }
+ ],
+ "default": null,
+ "title": "Fill Color Column"
+ },
+ "line_width_units": {
+ "default": "pixels",
+ "enum": [
+ "meters",
+ "pixels"
+ ],
+ "title": "Line Width Units",
+ "type": "string"
+ },
+ "layer_type": {
+ "const": "polygon",
+ "default": "polygon",
+ "enum": [
+ "polygon"
+ ],
+ "title": "Layer Type",
+ "type": "string"
+ },
+ "extruded": {
+ "default": false,
+ "title": "Extruded",
+ "type": "boolean"
+ },
+ "get_elevation": {
+ "default": 1000,
+ "title": "Get Elevation",
+ "type": "number"
+ }
+ },
+ "title": "PolygonLayerStyle",
+ "type": "object"
+ },
+ "PolylineLayerStyle": {
+ "properties": {
+ "auto_highlight": {
+ "default": false,
+ "title": "Auto Highlight",
+ "type": "boolean"
+ },
+ "opacity": {
+ "default": 1,
+ "title": "Opacity",
+ "type": "number"
+ },
+ "pickable": {
+ "default": true,
+ "title": "Pickable",
+ "type": "boolean"
+ },
+ "layer_type": {
+ "const": "polyline",
+ "default": "polyline",
+ "enum": [
+ "polyline"
+ ],
+ "title": "Layer Type",
+ "type": "string"
+ },
+ "get_color": {
+ "anyOf": [
+ {
+ "type": "string"
+ },
+ {
+ "items": {
+ "type": "integer"
+ },
+ "type": "array"
+ },
+ {
+ "items": {
+ "items": {
+ "type": "integer"
+ },
+ "type": "array"
+ },
+ "type": "array"
+ },
+ {
+ "type": "null"
+ }
+ ],
+ "default": null,
+ "title": "Get Color"
+ },
+ "get_width": {
+ "default": 1,
+ "title": "Get Width",
+ "type": "number"
+ },
+ "color_column": {
+ "anyOf": [
+ {
+ "type": "string"
+ },
+ {
+ "type": "null"
+ }
+ ],
+ "default": null,
+ "title": "Color Column"
+ },
+ "width_units": {
+ "default": "pixels",
+ "enum": [
+ "meters",
+ "pixels"
+ ],
+ "title": "Width Units",
+ "type": "string"
+ },
+ "cap_rounded": {
+ "default": true,
+ "title": "Cap Rounded",
+ "type": "boolean"
+ }
+ },
+ "title": "PolylineLayerStyle",
+ "type": "object"
+ },
+ "LayerDefinition": {
+ "properties": {
+ "geodataframe": {
+ "title": "Geodataframe",
+ "type": "ecoscope_workflows.annotations.DataFrame"
+ },
+ "layer_style": {
+ "discriminator": {
+ "mapping": {
+ "point": "#/$defs/PointLayerStyle",
+ "polygon": "#/$defs/PolygonLayerStyle",
+ "polyline": "#/$defs/PolylineLayerStyle"
+ },
+ "propertyName": "layer_type"
+ },
+ "oneOf": [
+ {
+ "$ref": "#/$defs/PolylineLayerStyle"
+ },
+ {
+ "$ref": "#/$defs/PointLayerStyle"
+ },
+ {
+ "$ref": "#/$defs/PolygonLayerStyle"
+ }
+ ],
+ "title": "Layer Style"
+ },
+ "legend": {
+ "$ref": "#/$defs/LegendDefinition"
+ }
+ },
+ "required": [
+ "geodataframe",
+ "layer_style",
+ "legend"
+ ],
+ "title": "LayerDefinition",
+ "type": "object"
+ },
+ "LegendStyle": {
+ "properties": {
+ "placement": {
+ "default": "bottom-right",
+ "enum": [
+ "top-left",
+ "top-right",
+ "bottom-left",
+ "bottom-right",
+ "fill"
+ ],
+ "title": "Placement",
+ "type": "string"
+ }
+ },
+ "title": "LegendStyle",
+ "type": "object"
+ },
+ "NorthArrowStyle": {
+ "properties": {
+ "placement": {
+ "default": "top-left",
+ "enum": [
+ "top-left",
+ "top-right",
+ "bottom-left",
+ "bottom-right",
+ "fill"
+ ],
+ "title": "Placement",
+ "type": "string"
+ },
+ "style": {
+ "default": {
+ "transform": "scale(0.8)"
+ },
+ "title": "Style",
+ "type": "object"
+ }
+ },
+ "title": "NorthArrowStyle",
+ "type": "object"
+ }
+ }
+}
diff --git a/examples/mode-map/workflow/pixi.lock b/examples/mode-map/workflow/pixi.lock
new file mode 100644
index 000000000..032d97a9a
--- /dev/null
+++ b/examples/mode-map/workflow/pixi.lock
@@ -0,0 +1,17423 @@
+version: 5
+environments:
+ default:
+ channels:
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+ - url: https://repo.prefix.dev/ecoscope-workflows/
+ - url: https://conda.anaconda.org/conda-forge/
+ packages:
+ linux-64:
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+ license: Zlib
+ license_family: Other
+ size: 78260
+ timestamp: 1716874280334
+- kind: conda
+ name: zlib-ng
+ version: 2.2.2
+ build: h5888daf_0
+ subdir: linux-64
+ url: https://conda.anaconda.org/conda-forge/linux-64/zlib-ng-2.2.2-h5888daf_0.conda
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+ md5: 135fd3c66bccad3d2254f50f9809e86a
+ depends:
+ - __glibc >=2.17,<3.0.a0
+ - libgcc >=13
+ - libstdcxx >=13
+ license: Zlib
+ license_family: Other
+ size: 105350
+ timestamp: 1726590588913
+- kind: conda
+ name: zlib-ng
+ version: 2.2.2
+ build: h5ad3122_0
+ subdir: linux-aarch64
+ url: https://conda.anaconda.org/conda-forge/linux-aarch64/zlib-ng-2.2.2-h5ad3122_0.conda
+ sha256: 7dc1ad302a9cb4cb5a1e13d285129534f343f5379f7313a8c07e3ec40d60cef2
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+ depends:
+ - libgcc >=13
+ - libstdcxx >=13
+ license: Zlib
+ license_family: Other
+ size: 106762
+ timestamp: 1726592964
+- kind: conda
+ name: zlib-ng
+ version: 2.2.2
+ build: hf9b8971_0
+ subdir: osx-arm64
+ url: https://conda.anaconda.org/conda-forge/osx-arm64/zlib-ng-2.2.2-hf9b8971_0.conda
+ sha256: 5fb88d017d9e35f7c155db180824f265b92538ce8d95fc58d1ec983698e2c52b
+ md5: 652e10e21567dbd1dd6662faf85e3220
+ depends:
+ - __osx >=11.0
+ - libcxx >=17
+ license: Zlib
+ license_family: Other
+ size: 87371
+ timestamp: 1726590686716
+- kind: conda
+ name: zstandard
+ version: 0.23.0
+ build: py312h15fbf35_1
+ build_number: 1
+ subdir: osx-arm64
+ url: https://conda.anaconda.org/conda-forge/osx-arm64/zstandard-0.23.0-py312h15fbf35_1.conda
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+ depends:
+ - __osx >=11.0
+ - cffi >=1.11
+ - python >=3.12,<3.13.0a0
+ - python >=3.12,<3.13.0a0 *_cpython
+ - python_abi 3.12.* *_cp312
+ - zstd >=1.5.6,<1.5.7.0a0
+ - zstd >=1.5.6,<1.6.0a0
+ license: BSD-3-Clause
+ license_family: BSD
+ size: 330788
+ timestamp: 1725305806565
+- kind: conda
+ name: zstandard
+ version: 0.23.0
+ build: py312hb698573_1
+ build_number: 1
+ subdir: linux-aarch64
+ url: https://conda.anaconda.org/conda-forge/linux-aarch64/zstandard-0.23.0-py312hb698573_1.conda
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+ depends:
+ - cffi >=1.11
+ - libgcc >=13
+ - python >=3.12,<3.13.0a0
+ - python >=3.12,<3.13.0a0 *_cpython
+ - python_abi 3.12.* *_cp312
+ - zstd >=1.5.6,<1.5.7.0a0
+ - zstd >=1.5.6,<1.6.0a0
+ license: BSD-3-Clause
+ license_family: BSD
+ size: 392496
+ timestamp: 1725305808244
+- kind: conda
+ name: zstandard
+ version: 0.23.0
+ build: py312hef9b889_1
+ build_number: 1
+ subdir: linux-64
+ url: https://conda.anaconda.org/conda-forge/linux-64/zstandard-0.23.0-py312hef9b889_1.conda
+ sha256: b97015e146437283f2213ff0e95abdc8e2480150634d81fbae6b96ee09f5e50b
+ md5: 8b7069e9792ee4e5b4919a7a306d2e67
+ depends:
+ - __glibc >=2.17,<3.0.a0
+ - cffi >=1.11
+ - libgcc >=13
+ - python >=3.12,<3.13.0a0
+ - python_abi 3.12.* *_cp312
+ - zstd >=1.5.6,<1.5.7.0a0
+ - zstd >=1.5.6,<1.6.0a0
+ license: BSD-3-Clause
+ license_family: BSD
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+ timestamp: 1725305670210
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+ version: 1.5.6
+ build: h02f22dd_0
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+ url: https://conda.anaconda.org/conda-forge/linux-aarch64/zstd-1.5.6-h02f22dd_0.conda
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+ md5: be8d5f8cf21aed237b8b182ea86b3dd6
+ depends:
+ - libgcc-ng >=12
+ - libstdcxx-ng >=12
+ - libzlib >=1.2.13,<2.0.0a0
+ license: BSD-3-Clause
+ license_family: BSD
+ size: 539937
+ timestamp: 1714723130243
+- kind: conda
+ name: zstd
+ version: 1.5.6
+ build: ha6fb4c9_0
+ subdir: linux-64
+ url: https://conda.anaconda.org/conda-forge/linux-64/zstd-1.5.6-ha6fb4c9_0.conda
+ sha256: c558b9cc01d9c1444031bd1ce4b9cff86f9085765f17627a6cd85fc623c8a02b
+ md5: 4d056880988120e29d75bfff282e0f45
+ depends:
+ - libgcc-ng >=12
+ - libstdcxx-ng >=12
+ - libzlib >=1.2.13,<2.0.0a0
+ license: BSD-3-Clause
+ license_family: BSD
+ size: 554846
+ timestamp: 1714722996770
+- kind: conda
+ name: zstd
+ version: 1.5.6
+ build: hb46c0d2_0
+ subdir: osx-arm64
+ url: https://conda.anaconda.org/conda-forge/osx-arm64/zstd-1.5.6-hb46c0d2_0.conda
+ sha256: 2d4fd1ff7ee79cd954ca8e81abf11d9d49954dd1fef80f27289e2402ae9c2e09
+ md5: d96942c06c3e84bfcc5efb038724a7fd
+ depends:
+ - __osx >=11.0
+ - libzlib >=1.2.13,<2.0.0a0
+ license: BSD-3-Clause
+ license_family: BSD
+ size: 405089
+ timestamp: 1714723101397
diff --git a/examples/mode-map/workflow/pixi.toml b/examples/mode-map/workflow/pixi.toml
new file mode 100644
index 000000000..a17c59fe1
--- /dev/null
+++ b/examples/mode-map/workflow/pixi.toml
@@ -0,0 +1,37 @@
+[project]
+name = "map_example"
+channels = [
+ "file:///tmp/ecoscope-workflows/release/artifacts/",
+ "https://repo.prefix.dev/ecoscope-workflows/",
+ "conda-forge",
+]
+platforms = [
+ "linux-64",
+ "linux-aarch64",
+ "osx-arm64",
+]
+
+[dependencies.ecoscope-workflows-core]
+version = "*"
+channel = "file:///tmp/ecoscope-workflows/release/artifacts/"
+
+[dependencies.ecoscope-workflows-ext-ecoscope]
+version = "*"
+channel = "file:///tmp/ecoscope-workflows/release/artifacts/"
+
+[feature.test.dependencies.pytest]
+version = "*"
+
+[feature.test.tasks]
+test-async-local-mock-io = "python -m pytest tests -k 'async and mock-io'"
+test-sequential-local-mock-io = "python -m pytest tests -k 'sequential and mock-io'"
+
+[environments.default]
+features = []
+solve-group = "default"
+
+[environments.test]
+features = [
+ "test",
+]
+solve-group = "default"
diff --git a/examples/mode-map/workflow/tests/conftest.py b/examples/mode-map/workflow/tests/conftest.py
new file mode 100644
index 000000000..b14177152
--- /dev/null
+++ b/examples/mode-map/workflow/tests/conftest.py
@@ -0,0 +1,10 @@
+import pytest
+
+
+def pytest_addoption(parser: pytest.Parser):
+ parser.addoption("--case", action="store")
+
+
+@pytest.fixture(scope="session")
+def case(pytestconfig: pytest.Config) -> str:
+ return pytestconfig.getoption("case")
diff --git a/examples/mode-map/workflow/tests/test_dags.py b/examples/mode-map/workflow/tests/test_dags.py
new file mode 100644
index 000000000..823e54a42
--- /dev/null
+++ b/examples/mode-map/workflow/tests/test_dags.py
@@ -0,0 +1,19 @@
+from pathlib import Path
+
+import pytest
+
+from ecoscope_workflows_core.testing import test_case
+
+
+WORKFLOW = Path(__file__).parent.parent
+DAGS = [
+ p
+ for p in WORKFLOW.joinpath("dags").iterdir()
+ if p.suffix == ".py" and not p.name.startswith("_")
+]
+TEST_CASES_YAML = WORKFLOW.parent / "test-cases.yaml"
+
+
+@pytest.mark.parametrize("script", DAGS, ids=[p.stem for p in DAGS])
+def test_end_to_end(script: Path, case: str, tmp_path: Path):
+ test_case(script, case, TEST_CASES_YAML, tmp_path)
diff --git a/examples/compilation-specs/mode-mapvalues.yaml b/examples/mode-mapvalues/spec.yaml
similarity index 83%
rename from examples/compilation-specs/mode-mapvalues.yaml
rename to examples/mode-mapvalues/spec.yaml
index 2dd872c4e..1f4d6b0a0 100644
--- a/examples/compilation-specs/mode-mapvalues.yaml
+++ b/examples/mode-mapvalues/spec.yaml
@@ -1,4 +1,16 @@
id: mapvalues_example
+requirements:
+ compile:
+ - name: ecoscope-workflows-core
+ version: "*"
+ channel: file:///tmp/ecoscope-workflows/release/artifacts/
+ run:
+ - name: ecoscope-workflows-core
+ version: "*"
+ channel: file:///tmp/ecoscope-workflows/release/artifacts/
+ - name: ecoscope-workflows-ext-ecoscope
+ version: "*"
+ channel: file:///tmp/ecoscope-workflows/release/artifacts/
workflow:
# ----------------------------------------------------------------------
# Mapping over a groups split from a single data source, which are keyed
diff --git a/examples/mode-mapvalues/test-cases.yaml b/examples/mode-mapvalues/test-cases.yaml
new file mode 100644
index 000000000..11676c554
--- /dev/null
+++ b/examples/mode-mapvalues/test-cases.yaml
@@ -0,0 +1,42 @@
+# TODO: generate this _instead_ of "params_fillable.yaml" and then edit it
+test1:
+ name: Test 1
+ description: "Test case for mode-mapvalues"
+ params:
+ patrol_events: # Parameters for 'Get Patrol Events from EarthRanger' using task `get_patrol_events`.
+ client: "mep_dev" # (, BeforeValidator(func=>), WithJsonSchema(json_schema={'type': 'string', 'description': 'A named EarthRanger connection.'}, mode=None))
+ since: "2011-01-01" # (, FieldInfo(annotation=NoneType, required=True, description='Start date'))
+ until: "2023-01-01" # (, FieldInfo(annotation=NoneType, required=True, description='End date'))
+ patrol_type: [
+ "804c75f0-ed55-4bf5-b6fc-1aaf166bcf84",
+ "fde19413-cb55-443e-9be6-d10e4a48c668",
+ "0ef3bf48-b44c-4a4e-a145-7ab2e38c9a57",
+ ] # (, FieldInfo(annotation=NoneType, required=False, default=None, description='Comma-separated list of type of patrol UUID'))
+ status: ["active", "done"]
+ groupers: # Parameters for 'Set Groupers' using task `set_groupers`.
+ groupers: # (list[ecoscope_workflows.tasks.groupby._groupby.Grouper], FieldInfo(annotation=NoneType, required=True, description=' Index(es) and/or column(s) to group by, along with\n optional display names and help text.\n '))
+ - index_name: "event_type"
+ display_name: "Event Type"
+ help_text: "The type of event that occurred."
+ split_obs: {} # Parameters for 'Split Observations' using task `split_groups`.
+ map_layers: # Parameters for 'Create Map Layer For Each Group' using task `create_map_layer`.
+ layer_style:
+ layer_type: "point"
+ ecomaps: # Parameters for 'Create EcoMap For Each Group' using task `draw_ecomap`.
+ tile_layer: OpenStreetMap # (str, FieldInfo(annotation=NoneType, required=False))
+ static: False # (, FieldInfo(annotation=NoneType, required=False))
+ title: "Great Map" # (, FieldInfo(annotation=NoneType, required=False))
+ ecomaps_persist: {} # Parameters for 'Persist EcoMaps' using task `persist_text`.
+ ecomap_widgets: # Parameters for 'Create EcoMap Widgets' using task `create_map_widget_single_view`.
+ title: "Grouped Ecomaps" # (, FieldInfo(annotation=NoneType, required=True, description='The title of the widget'))
+ ecomap_widgets_merged: {} # Parameters for 'Merge EcoMap Widget Views' using task `merge_widget_views`.
+ dashboard: # Parameters for 'Create EcoMap Dashboard' using task `gather_dashboard`.
+ title: "Grouped Dashboard of Observations" # (, FieldInfo(annotation=NoneType, required=True, description='The title of the dashboard'))
+ description: "A dashboard demonstrating grouped data." # (, FieldInfo(annotation=NoneType, required=True, description='The description of the dashboard'))
+ assertions:
+ result_stdout_contains:
+ - "A dashboard demonstrating grouped data."
+ - "GroupedWidget(widget_type='map', title='Grouped Ecomaps'"
+ - "grouper_choices={Grouper(index_name='event_type', display_name='Event Type', "
+ - "help_text='The type of event that occurred.'): ['fence_rep', 'fire_rep', 'radio_rep', "
+ - "'rainfall_rep', 'traffic_rep', 'wildlife_sighting_rep']}"
diff --git a/examples/dags/mode_mapvalues_dag.jupytext.py b/examples/mode-mapvalues/workflow/dags/jupytext.py
similarity index 80%
rename from examples/dags/mode_mapvalues_dag.jupytext.py
rename to examples/mode-mapvalues/workflow/dags/jupytext.py
index 67c8f7b53..490f25f1f 100644
--- a/examples/dags/mode_mapvalues_dag.jupytext.py
+++ b/examples/mode-mapvalues/workflow/dags/jupytext.py
@@ -8,15 +8,15 @@
# ## Imports
import os
-from ecoscope_workflows.tasks.io import get_patrol_events
-from ecoscope_workflows.tasks.groupby import set_groupers
-from ecoscope_workflows.tasks.groupby import split_groups
-from ecoscope_workflows.tasks.results import create_map_layer
-from ecoscope_workflows.tasks.results import draw_ecomap
-from ecoscope_workflows.tasks.io import persist_text
-from ecoscope_workflows.tasks.results import create_map_widget_single_view
-from ecoscope_workflows.tasks.results import merge_widget_views
-from ecoscope_workflows.tasks.results import gather_dashboard
+from ecoscope_workflows_ext_ecoscope.tasks.io import get_patrol_events
+from ecoscope_workflows_core.tasks.groupby import set_groupers
+from ecoscope_workflows_core.tasks.groupby import split_groups
+from ecoscope_workflows_ext_ecoscope.tasks.results import create_map_layer
+from ecoscope_workflows_ext_ecoscope.tasks.results import draw_ecomap
+from ecoscope_workflows_core.tasks.io import persist_text
+from ecoscope_workflows_core.tasks.results import create_map_widget_single_view
+from ecoscope_workflows_core.tasks.results import merge_widget_views
+from ecoscope_workflows_core.tasks.results import gather_dashboard
# %% [markdown]
# ## Get Patrol Events from EarthRanger
diff --git a/examples/mode-mapvalues/workflow/dags/script-async.mock-io.py b/examples/mode-mapvalues/workflow/dags/script-async.mock-io.py
new file mode 100644
index 000000000..a625a44c7
--- /dev/null
+++ b/examples/mode-mapvalues/workflow/dags/script-async.mock-io.py
@@ -0,0 +1,134 @@
+# ruff: noqa: E402
+
+"""WARNING: This file is generated in a testing context and should not be used in production.
+Lines specific to the testing context are marked with a test tube emoji (🧪) to indicate
+that they would not be included (or would be different) in the production version of this file.
+"""
+
+import argparse
+import os
+import yaml
+import warnings # 🧪
+from ecoscope_workflows_core.testing import create_task_magicmock # 🧪
+
+
+from ecoscope_workflows_core.graph import DependsOn, Graph, Node
+
+get_patrol_events = create_task_magicmock( # 🧪
+ anchor="ecoscope_workflows_ext_ecoscope.tasks.io", # 🧪
+ func_name="get_patrol_events", # 🧪
+) # 🧪
+from ecoscope_workflows_core.tasks.groupby import set_groupers
+from ecoscope_workflows_core.tasks.groupby import split_groups
+from ecoscope_workflows_ext_ecoscope.tasks.results import create_map_layer
+from ecoscope_workflows_ext_ecoscope.tasks.results import draw_ecomap
+from ecoscope_workflows_core.tasks.io import persist_text
+from ecoscope_workflows_core.tasks.results import create_map_widget_single_view
+from ecoscope_workflows_core.tasks.results import merge_widget_views
+from ecoscope_workflows_core.tasks.results import gather_dashboard
+
+if __name__ == "__main__":
+ parser = argparse.ArgumentParser()
+ g = parser.add_argument_group("mapvalues_example")
+ g.add_argument(
+ "--config-file",
+ dest="config_file",
+ required=True,
+ type=argparse.FileType(mode="r"),
+ )
+ args = parser.parse_args()
+ params = yaml.safe_load(args.config_file)
+ warnings.warn("This test script should not be used in production!") # 🧪
+
+ dependencies = {
+ "patrol_events": [],
+ "groupers": [],
+ "split_obs": ["patrol_events", "groupers"],
+ "map_layers": ["split_obs"],
+ "ecomaps": ["map_layers"],
+ "ecomaps_persist": ["ecomaps"],
+ "ecomap_widgets": ["ecomaps_persist"],
+ "ecomap_widgets_merged": ["ecomap_widgets"],
+ "dashboard": ["ecomap_widgets_merged", "groupers"],
+ }
+
+ nodes = {
+ "patrol_events": Node(
+ async_task=get_patrol_events.validate().set_executor("lithops"),
+ partial=params["patrol_events"],
+ method="call",
+ ),
+ "groupers": Node(
+ async_task=set_groupers.validate().set_executor("lithops"),
+ partial=params["groupers"],
+ method="call",
+ ),
+ "split_obs": Node(
+ async_task=split_groups.validate().set_executor("lithops"),
+ partial={
+ "df": DependsOn("patrol_events"),
+ "groupers": DependsOn("groupers"),
+ }
+ | params["split_obs"],
+ method="call",
+ ),
+ "map_layers": Node(
+ async_task=create_map_layer.validate().set_executor("lithops"),
+ partial=params["map_layers"],
+ method="mapvalues",
+ kwargs={
+ "argnames": ["geodataframe"],
+ "argvalues": DependsOn("split_obs"),
+ },
+ ),
+ "ecomaps": Node(
+ async_task=draw_ecomap.validate().set_executor("lithops"),
+ partial=params["ecomaps"],
+ method="mapvalues",
+ kwargs={
+ "argnames": ["geo_layers"],
+ "argvalues": DependsOn("map_layers"),
+ },
+ ),
+ "ecomaps_persist": Node(
+ async_task=persist_text.validate().set_executor("lithops"),
+ partial={
+ "root_path": os.environ["ECOSCOPE_WORKFLOWS_RESULTS"],
+ }
+ | params["ecomaps_persist"],
+ method="mapvalues",
+ kwargs={
+ "argnames": ["text"],
+ "argvalues": DependsOn("ecomaps"),
+ },
+ ),
+ "ecomap_widgets": Node(
+ async_task=create_map_widget_single_view.validate().set_executor("lithops"),
+ partial=params["ecomap_widgets"],
+ method="map",
+ kwargs={
+ "argnames": ["view", "data"],
+ "argvalues": DependsOn("ecomaps_persist"),
+ },
+ ),
+ "ecomap_widgets_merged": Node(
+ async_task=merge_widget_views.validate().set_executor("lithops"),
+ partial={
+ "widgets": DependsOn("ecomap_widgets"),
+ }
+ | params["ecomap_widgets_merged"],
+ method="call",
+ ),
+ "dashboard": Node(
+ async_task=gather_dashboard.validate().set_executor("lithops"),
+ partial={
+ "widgets": DependsOn("ecomap_widgets_merged"),
+ "groupers": DependsOn("groupers"),
+ }
+ | params["dashboard"],
+ method="call",
+ ),
+ }
+ graph = Graph(dependencies=dependencies, nodes=nodes)
+ results = graph.execute()
+ print(results)
diff --git a/examples/dags/mode_mapvalues_dag.script_async.py b/examples/mode-mapvalues/workflow/dags/script-async.py
similarity index 84%
rename from examples/dags/mode_mapvalues_dag.script_async.py
rename to examples/mode-mapvalues/workflow/dags/script-async.py
index 8c5baf7f0..ff9d5c807 100644
--- a/examples/dags/mode_mapvalues_dag.script_async.py
+++ b/examples/mode-mapvalues/workflow/dags/script-async.py
@@ -2,17 +2,17 @@
import os
import yaml
-from ecoscope_workflows.graph import DependsOn, Graph, Node
+from ecoscope_workflows_core.graph import DependsOn, Graph, Node
-from ecoscope_workflows.tasks.io import get_patrol_events
-from ecoscope_workflows.tasks.groupby import set_groupers
-from ecoscope_workflows.tasks.groupby import split_groups
-from ecoscope_workflows.tasks.results import create_map_layer
-from ecoscope_workflows.tasks.results import draw_ecomap
-from ecoscope_workflows.tasks.io import persist_text
-from ecoscope_workflows.tasks.results import create_map_widget_single_view
-from ecoscope_workflows.tasks.results import merge_widget_views
-from ecoscope_workflows.tasks.results import gather_dashboard
+from ecoscope_workflows_ext_ecoscope.tasks.io import get_patrol_events
+from ecoscope_workflows_core.tasks.groupby import set_groupers
+from ecoscope_workflows_core.tasks.groupby import split_groups
+from ecoscope_workflows_ext_ecoscope.tasks.results import create_map_layer
+from ecoscope_workflows_ext_ecoscope.tasks.results import draw_ecomap
+from ecoscope_workflows_core.tasks.io import persist_text
+from ecoscope_workflows_core.tasks.results import create_map_widget_single_view
+from ecoscope_workflows_core.tasks.results import merge_widget_views
+from ecoscope_workflows_core.tasks.results import gather_dashboard
if __name__ == "__main__":
parser = argparse.ArgumentParser()
diff --git a/examples/mode-mapvalues/workflow/dags/script-sequential.mock-io.py b/examples/mode-mapvalues/workflow/dags/script-sequential.mock-io.py
new file mode 100644
index 000000000..752e4ff65
--- /dev/null
+++ b/examples/mode-mapvalues/workflow/dags/script-sequential.mock-io.py
@@ -0,0 +1,94 @@
+# ruff: noqa: E402
+
+"""WARNING: This file is generated in a testing context and should not be used in production.
+Lines specific to the testing context are marked with a test tube emoji (🧪) to indicate
+that they would not be included (or would be different) in the production version of this file.
+"""
+
+import argparse
+import os
+import yaml
+import warnings # 🧪
+from ecoscope_workflows_core.testing import create_task_magicmock # 🧪
+
+
+get_patrol_events = create_task_magicmock( # 🧪
+ anchor="ecoscope_workflows_ext_ecoscope.tasks.io", # 🧪
+ func_name="get_patrol_events", # 🧪
+) # 🧪
+from ecoscope_workflows_core.tasks.groupby import set_groupers
+from ecoscope_workflows_core.tasks.groupby import split_groups
+from ecoscope_workflows_ext_ecoscope.tasks.results import create_map_layer
+from ecoscope_workflows_ext_ecoscope.tasks.results import draw_ecomap
+from ecoscope_workflows_core.tasks.io import persist_text
+from ecoscope_workflows_core.tasks.results import create_map_widget_single_view
+from ecoscope_workflows_core.tasks.results import merge_widget_views
+from ecoscope_workflows_core.tasks.results import gather_dashboard
+
+if __name__ == "__main__":
+ parser = argparse.ArgumentParser()
+ g = parser.add_argument_group("mapvalues_example")
+ g.add_argument(
+ "--config-file",
+ dest="config_file",
+ required=True,
+ type=argparse.FileType(mode="r"),
+ )
+ args = parser.parse_args()
+ params = yaml.safe_load(args.config_file)
+ warnings.warn("This test script should not be used in production!") # 🧪
+
+ patrol_events = (
+ get_patrol_events.validate().partial(**params["patrol_events"]).call()
+ )
+
+ groupers = set_groupers.validate().partial(**params["groupers"]).call()
+
+ split_obs = (
+ split_groups.validate()
+ .partial(df=patrol_events, groupers=groupers, **params["split_obs"])
+ .call()
+ )
+
+ map_layers = (
+ create_map_layer.validate()
+ .partial(**params["map_layers"])
+ .mapvalues(argnames=["geodataframe"], argvalues=split_obs)
+ )
+
+ ecomaps = (
+ draw_ecomap.validate()
+ .partial(**params["ecomaps"])
+ .mapvalues(argnames=["geo_layers"], argvalues=map_layers)
+ )
+
+ ecomaps_persist = (
+ persist_text.validate()
+ .partial(
+ root_path=os.environ["ECOSCOPE_WORKFLOWS_RESULTS"],
+ **params["ecomaps_persist"],
+ )
+ .mapvalues(argnames=["text"], argvalues=ecomaps)
+ )
+
+ ecomap_widgets = (
+ create_map_widget_single_view.validate()
+ .partial(**params["ecomap_widgets"])
+ .map(argnames=["view", "data"], argvalues=ecomaps_persist)
+ )
+
+ ecomap_widgets_merged = (
+ merge_widget_views.validate()
+ .partial(widgets=ecomap_widgets, **params["ecomap_widgets_merged"])
+ .call()
+ )
+
+ dashboard = (
+ gather_dashboard.validate()
+ .partial(
+ widgets=ecomap_widgets_merged, groupers=groupers, **params["dashboard"]
+ )
+ .call()
+ )
+
+ print(dashboard)
diff --git a/examples/dags/mode_mapvalues_dag.script_sequential.py b/examples/mode-mapvalues/workflow/dags/script-sequential.py
similarity index 75%
rename from examples/dags/mode_mapvalues_dag.script_sequential.py
rename to examples/mode-mapvalues/workflow/dags/script-sequential.py
index 7648cdbf0..efff708d6 100644
--- a/examples/dags/mode_mapvalues_dag.script_sequential.py
+++ b/examples/mode-mapvalues/workflow/dags/script-sequential.py
@@ -2,15 +2,15 @@
import os
import yaml
-from ecoscope_workflows.tasks.io import get_patrol_events
-from ecoscope_workflows.tasks.groupby import set_groupers
-from ecoscope_workflows.tasks.groupby import split_groups
-from ecoscope_workflows.tasks.results import create_map_layer
-from ecoscope_workflows.tasks.results import draw_ecomap
-from ecoscope_workflows.tasks.io import persist_text
-from ecoscope_workflows.tasks.results import create_map_widget_single_view
-from ecoscope_workflows.tasks.results import merge_widget_views
-from ecoscope_workflows.tasks.results import gather_dashboard
+from ecoscope_workflows_ext_ecoscope.tasks.io import get_patrol_events
+from ecoscope_workflows_core.tasks.groupby import set_groupers
+from ecoscope_workflows_core.tasks.groupby import split_groups
+from ecoscope_workflows_ext_ecoscope.tasks.results import create_map_layer
+from ecoscope_workflows_ext_ecoscope.tasks.results import draw_ecomap
+from ecoscope_workflows_core.tasks.io import persist_text
+from ecoscope_workflows_core.tasks.results import create_map_widget_single_view
+from ecoscope_workflows_core.tasks.results import merge_widget_views
+from ecoscope_workflows_core.tasks.results import gather_dashboard
if __name__ == "__main__":
parser = argparse.ArgumentParser()
diff --git a/examples/mode-mapvalues/workflow/params-jsonschema.json b/examples/mode-mapvalues/workflow/params-jsonschema.json
new file mode 100644
index 000000000..75d51a31c
--- /dev/null
+++ b/examples/mode-mapvalues/workflow/params-jsonschema.json
@@ -0,0 +1,810 @@
+{
+ "title": "Ecoscope Workflow Configurations Form",
+ "properties": {
+ "Get Patrol Events from EarthRanger": {
+ "additionalProperties": false,
+ "properties": {
+ "client": {
+ "description": "A named EarthRanger connection.",
+ "title": "Client",
+ "type": "string"
+ },
+ "since": {
+ "title": "Since",
+ "type": "string",
+ "description": "Start date"
+ },
+ "until": {
+ "title": "Until",
+ "type": "string",
+ "description": "End date"
+ },
+ "patrol_type": {
+ "items": {
+ "type": "string"
+ },
+ "title": "Patrol Type",
+ "type": "array",
+ "description": "list of UUID of patrol types"
+ },
+ "status": {
+ "items": {
+ "type": "string"
+ },
+ "title": "Status",
+ "type": "array",
+ "description": "list of 'scheduled'/'active'/'overdue'/'done'/'cancelled'"
+ }
+ },
+ "required": [
+ "client",
+ "since",
+ "until",
+ "patrol_type",
+ "status"
+ ],
+ "type": "object"
+ },
+ "Set Groupers": {
+ "additionalProperties": false,
+ "properties": {
+ "groupers": {
+ "items": {
+ "$ref": "#/$defs/Grouper"
+ },
+ "title": "Groupers",
+ "type": "array",
+ "description": " Index(es) and/or column(s) to group by, along with\n optional display names and help text.\n "
+ }
+ },
+ "required": [
+ "groupers"
+ ],
+ "type": "object"
+ },
+ "Split Observations": {
+ "additionalProperties": false,
+ "properties": {},
+ "required": [],
+ "type": "object"
+ },
+ "Create Map Layer For Each Group": {
+ "additionalProperties": false,
+ "properties": {
+ "layer_style": {
+ "anyOf": [
+ {
+ "$ref": "#/$defs/PolylineLayerStyle"
+ },
+ {
+ "$ref": "#/$defs/PolygonLayerStyle"
+ },
+ {
+ "$ref": "#/$defs/PointLayerStyle"
+ }
+ ],
+ "title": "Layer Style",
+ "description": "Style arguments for the layer."
+ },
+ "legend": {
+ "allOf": [
+ {
+ "$ref": "#/$defs/LegendDefinition"
+ }
+ ],
+ "default": null,
+ "title": "Legend",
+ "description": "If present, includes this layer in the map legend"
+ }
+ },
+ "required": [
+ "layer_style"
+ ],
+ "type": "object"
+ },
+ "Create EcoMap For Each Group": {
+ "additionalProperties": false,
+ "properties": {
+ "tile_layer": {
+ "default": "",
+ "title": "Tile Layer",
+ "type": "string",
+ "description": "A named tile layer, ie OpenStreetMap."
+ },
+ "static": {
+ "default": false,
+ "title": "Static",
+ "type": "boolean",
+ "description": "Set to true to disable map pan/zoom."
+ },
+ "title": {
+ "default": "",
+ "title": "Title",
+ "type": "string",
+ "description": "The map title."
+ },
+ "north_arrow_style": {
+ "allOf": [
+ {
+ "$ref": "#/$defs/NorthArrowStyle"
+ }
+ ],
+ "default": {
+ "placement": "top-left",
+ "style": {
+ "transform": "scale(0.8)"
+ }
+ },
+ "title": "North Arrow Style",
+ "description": "Additional arguments for configuring the North Arrow."
+ },
+ "legend_style": {
+ "allOf": [
+ {
+ "$ref": "#/$defs/LegendStyle"
+ }
+ ],
+ "default": {
+ "placement": "bottom-right"
+ },
+ "title": "Legend Style",
+ "description": "Additional arguments for configuring the legend."
+ }
+ },
+ "required": [],
+ "type": "object"
+ },
+ "Persist EcoMaps": {
+ "additionalProperties": false,
+ "properties": {
+ "filename": {
+ "default": null,
+ "title": "Filename",
+ "type": "string",
+ "description": " Optional filename to persist text to within the `root_path`.\n If not provided, a filename will be generated based on a hash of the text content.\n "
+ }
+ },
+ "required": [],
+ "type": "object"
+ },
+ "Create EcoMap Widgets": {
+ "additionalProperties": false,
+ "properties": {
+ "title": {
+ "title": "Title",
+ "type": "string",
+ "description": "The title of the widget"
+ }
+ },
+ "required": [
+ "title"
+ ],
+ "type": "object"
+ },
+ "Merge EcoMap Widget Views": {
+ "additionalProperties": false,
+ "properties": {},
+ "required": [],
+ "type": "object"
+ },
+ "Create EcoMap Dashboard": {
+ "additionalProperties": false,
+ "properties": {
+ "title": {
+ "title": "Title",
+ "type": "string",
+ "description": "The title of the dashboard"
+ },
+ "description": {
+ "title": "Description",
+ "type": "string",
+ "description": "The description of the dashboard"
+ }
+ },
+ "required": [
+ "title",
+ "description"
+ ],
+ "type": "object"
+ }
+ },
+ "$defs": {
+ "Grouper": {
+ "properties": {
+ "index_name": {
+ "title": "Index Name",
+ "type": "string"
+ },
+ "display_name": {
+ "default": null,
+ "title": "Display Name",
+ "type": "string"
+ },
+ "help_text": {
+ "default": null,
+ "title": "Help Text",
+ "type": "string"
+ }
+ },
+ "required": [
+ "index_name"
+ ],
+ "title": "Grouper",
+ "type": "object"
+ },
+ "LegendDefinition": {
+ "properties": {
+ "label_column": {
+ "title": "Label Column",
+ "type": "string"
+ },
+ "color_column": {
+ "title": "Color Column",
+ "type": "string"
+ }
+ },
+ "required": [
+ "label_column",
+ "color_column"
+ ],
+ "title": "LegendDefinition",
+ "type": "object"
+ },
+ "PointLayerStyle": {
+ "properties": {
+ "auto_highlight": {
+ "default": false,
+ "title": "Auto Highlight",
+ "type": "boolean"
+ },
+ "opacity": {
+ "default": 1,
+ "title": "Opacity",
+ "type": "number"
+ },
+ "pickable": {
+ "default": true,
+ "title": "Pickable",
+ "type": "boolean"
+ },
+ "filled": {
+ "default": true,
+ "title": "Filled",
+ "type": "boolean"
+ },
+ "get_fill_color": {
+ "anyOf": [
+ {
+ "type": "string"
+ },
+ {
+ "items": {
+ "type": "integer"
+ },
+ "type": "array"
+ },
+ {
+ "items": {
+ "items": {
+ "type": "integer"
+ },
+ "type": "array"
+ },
+ "type": "array"
+ },
+ {
+ "type": "null"
+ }
+ ],
+ "default": null,
+ "title": "Get Fill Color"
+ },
+ "get_line_color": {
+ "anyOf": [
+ {
+ "type": "string"
+ },
+ {
+ "items": {
+ "type": "integer"
+ },
+ "type": "array"
+ },
+ {
+ "items": {
+ "items": {
+ "type": "integer"
+ },
+ "type": "array"
+ },
+ "type": "array"
+ },
+ {
+ "type": "null"
+ }
+ ],
+ "default": null,
+ "title": "Get Line Color"
+ },
+ "get_line_width": {
+ "default": 1,
+ "title": "Get Line Width",
+ "type": "number"
+ },
+ "fill_color_column": {
+ "anyOf": [
+ {
+ "type": "string"
+ },
+ {
+ "type": "null"
+ }
+ ],
+ "default": null,
+ "title": "Fill Color Column"
+ },
+ "line_width_units": {
+ "default": "pixels",
+ "enum": [
+ "meters",
+ "pixels"
+ ],
+ "title": "Line Width Units",
+ "type": "string"
+ },
+ "layer_type": {
+ "const": "point",
+ "default": "point",
+ "enum": [
+ "point"
+ ],
+ "title": "Layer Type",
+ "type": "string"
+ },
+ "get_radius": {
+ "default": 1,
+ "title": "Get Radius",
+ "type": "number"
+ },
+ "radius_units": {
+ "default": "pixels",
+ "enum": [
+ "meters",
+ "pixels"
+ ],
+ "title": "Radius Units",
+ "type": "string"
+ }
+ },
+ "title": "PointLayerStyle",
+ "type": "object"
+ },
+ "PolygonLayerStyle": {
+ "properties": {
+ "auto_highlight": {
+ "default": false,
+ "title": "Auto Highlight",
+ "type": "boolean"
+ },
+ "opacity": {
+ "default": 1,
+ "title": "Opacity",
+ "type": "number"
+ },
+ "pickable": {
+ "default": true,
+ "title": "Pickable",
+ "type": "boolean"
+ },
+ "filled": {
+ "default": true,
+ "title": "Filled",
+ "type": "boolean"
+ },
+ "get_fill_color": {
+ "anyOf": [
+ {
+ "type": "string"
+ },
+ {
+ "items": {
+ "type": "integer"
+ },
+ "type": "array"
+ },
+ {
+ "items": {
+ "items": {
+ "type": "integer"
+ },
+ "type": "array"
+ },
+ "type": "array"
+ },
+ {
+ "type": "null"
+ }
+ ],
+ "default": null,
+ "title": "Get Fill Color"
+ },
+ "get_line_color": {
+ "anyOf": [
+ {
+ "type": "string"
+ },
+ {
+ "items": {
+ "type": "integer"
+ },
+ "type": "array"
+ },
+ {
+ "items": {
+ "items": {
+ "type": "integer"
+ },
+ "type": "array"
+ },
+ "type": "array"
+ },
+ {
+ "type": "null"
+ }
+ ],
+ "default": null,
+ "title": "Get Line Color"
+ },
+ "get_line_width": {
+ "default": 1,
+ "title": "Get Line Width",
+ "type": "number"
+ },
+ "fill_color_column": {
+ "anyOf": [
+ {
+ "type": "string"
+ },
+ {
+ "type": "null"
+ }
+ ],
+ "default": null,
+ "title": "Fill Color Column"
+ },
+ "line_width_units": {
+ "default": "pixels",
+ "enum": [
+ "meters",
+ "pixels"
+ ],
+ "title": "Line Width Units",
+ "type": "string"
+ },
+ "layer_type": {
+ "const": "polygon",
+ "default": "polygon",
+ "enum": [
+ "polygon"
+ ],
+ "title": "Layer Type",
+ "type": "string"
+ },
+ "extruded": {
+ "default": false,
+ "title": "Extruded",
+ "type": "boolean"
+ },
+ "get_elevation": {
+ "default": 1000,
+ "title": "Get Elevation",
+ "type": "number"
+ }
+ },
+ "title": "PolygonLayerStyle",
+ "type": "object"
+ },
+ "PolylineLayerStyle": {
+ "properties": {
+ "auto_highlight": {
+ "default": false,
+ "title": "Auto Highlight",
+ "type": "boolean"
+ },
+ "opacity": {
+ "default": 1,
+ "title": "Opacity",
+ "type": "number"
+ },
+ "pickable": {
+ "default": true,
+ "title": "Pickable",
+ "type": "boolean"
+ },
+ "layer_type": {
+ "const": "polyline",
+ "default": "polyline",
+ "enum": [
+ "polyline"
+ ],
+ "title": "Layer Type",
+ "type": "string"
+ },
+ "get_color": {
+ "anyOf": [
+ {
+ "type": "string"
+ },
+ {
+ "items": {
+ "type": "integer"
+ },
+ "type": "array"
+ },
+ {
+ "items": {
+ "items": {
+ "type": "integer"
+ },
+ "type": "array"
+ },
+ "type": "array"
+ },
+ {
+ "type": "null"
+ }
+ ],
+ "default": null,
+ "title": "Get Color"
+ },
+ "get_width": {
+ "default": 1,
+ "title": "Get Width",
+ "type": "number"
+ },
+ "color_column": {
+ "anyOf": [
+ {
+ "type": "string"
+ },
+ {
+ "type": "null"
+ }
+ ],
+ "default": null,
+ "title": "Color Column"
+ },
+ "width_units": {
+ "default": "pixels",
+ "enum": [
+ "meters",
+ "pixels"
+ ],
+ "title": "Width Units",
+ "type": "string"
+ },
+ "cap_rounded": {
+ "default": true,
+ "title": "Cap Rounded",
+ "type": "boolean"
+ }
+ },
+ "title": "PolylineLayerStyle",
+ "type": "object"
+ },
+ "LayerDefinition": {
+ "properties": {
+ "geodataframe": {
+ "title": "Geodataframe",
+ "type": "ecoscope_workflows.annotations.DataFrame"
+ },
+ "layer_style": {
+ "discriminator": {
+ "mapping": {
+ "point": "#/$defs/PointLayerStyle",
+ "polygon": "#/$defs/PolygonLayerStyle",
+ "polyline": "#/$defs/PolylineLayerStyle"
+ },
+ "propertyName": "layer_type"
+ },
+ "oneOf": [
+ {
+ "$ref": "#/$defs/PolylineLayerStyle"
+ },
+ {
+ "$ref": "#/$defs/PointLayerStyle"
+ },
+ {
+ "$ref": "#/$defs/PolygonLayerStyle"
+ }
+ ],
+ "title": "Layer Style"
+ },
+ "legend": {
+ "$ref": "#/$defs/LegendDefinition"
+ }
+ },
+ "required": [
+ "geodataframe",
+ "layer_style",
+ "legend"
+ ],
+ "title": "LayerDefinition",
+ "type": "object"
+ },
+ "LegendStyle": {
+ "properties": {
+ "placement": {
+ "default": "bottom-right",
+ "enum": [
+ "top-left",
+ "top-right",
+ "bottom-left",
+ "bottom-right",
+ "fill"
+ ],
+ "title": "Placement",
+ "type": "string"
+ }
+ },
+ "title": "LegendStyle",
+ "type": "object"
+ },
+ "NorthArrowStyle": {
+ "properties": {
+ "placement": {
+ "default": "top-left",
+ "enum": [
+ "top-left",
+ "top-right",
+ "bottom-left",
+ "bottom-right",
+ "fill"
+ ],
+ "title": "Placement",
+ "type": "string"
+ },
+ "style": {
+ "default": {
+ "transform": "scale(0.8)"
+ },
+ "title": "Style",
+ "type": "object"
+ }
+ },
+ "title": "NorthArrowStyle",
+ "type": "object"
+ },
+ "WidgetSingleView": {
+ "properties": {
+ "widget_type": {
+ "enum": [
+ "plot",
+ "map",
+ "text",
+ "single_value"
+ ],
+ "title": "Widget Type",
+ "type": "string"
+ },
+ "title": {
+ "title": "Title",
+ "type": "string"
+ },
+ "data": {
+ "anyOf": [
+ {
+ "format": "path",
+ "type": "string"
+ },
+ {
+ "format": "uri",
+ "minLength": 1,
+ "type": "string"
+ },
+ {
+ "type": "string"
+ },
+ {
+ "type": "integer"
+ },
+ {
+ "type": "number"
+ }
+ ],
+ "title": "Data"
+ },
+ "view": {
+ "anyOf": [
+ {
+ "items": {
+ "maxItems": 3,
+ "minItems": 3,
+ "prefixItems": [
+ {
+ "type": "string"
+ },
+ {
+ "const": "=",
+ "enum": [
+ "="
+ ],
+ "type": "string"
+ },
+ {
+ "type": "string"
+ }
+ ],
+ "type": "array"
+ },
+ "type": "array"
+ },
+ {
+ "type": "null"
+ }
+ ],
+ "default": null,
+ "title": "View"
+ }
+ },
+ "required": [
+ "widget_type",
+ "title",
+ "data"
+ ],
+ "title": "WidgetSingleView",
+ "type": "object"
+ },
+ "GroupedWidget": {
+ "properties": {
+ "widget_type": {
+ "enum": [
+ "plot",
+ "map",
+ "text",
+ "single_value"
+ ],
+ "title": "Widget Type",
+ "type": "string"
+ },
+ "title": {
+ "title": "Title",
+ "type": "string"
+ },
+ "views": {
+ "additionalProperties": {
+ "anyOf": [
+ {
+ "format": "path",
+ "type": "string"
+ },
+ {
+ "format": "uri",
+ "minLength": 1,
+ "type": "string"
+ },
+ {
+ "type": "string"
+ },
+ {
+ "type": "integer"
+ },
+ {
+ "type": "number"
+ }
+ ]
+ },
+ "title": "Views",
+ "type": "object"
+ }
+ },
+ "required": [
+ "widget_type",
+ "title",
+ "views"
+ ],
+ "title": "GroupedWidget",
+ "type": "object"
+ }
+ }
+}
diff --git a/examples/mode-mapvalues/workflow/pixi.lock b/examples/mode-mapvalues/workflow/pixi.lock
new file mode 100644
index 000000000..032d97a9a
--- /dev/null
+++ b/examples/mode-mapvalues/workflow/pixi.lock
@@ -0,0 +1,17423 @@
+version: 5
+environments:
+ default:
+ channels:
+ - url: file:///tmp/ecoscope-workflows/release/artifacts/
+ - url: https://repo.prefix.dev/ecoscope-workflows/
+ - url: https://conda.anaconda.org/conda-forge/
+ packages:
+ linux-64:
+ - conda: https://conda.anaconda.org/conda-forge/linux-64/_libgcc_mutex-0.1-conda_forge.tar.bz2
+ - conda: https://conda.anaconda.org/conda-forge/linux-64/_openmp_mutex-4.5-2_gnu.tar.bz2
+ - conda: https://conda.anaconda.org/conda-forge/noarch/affine-2.4.0-pyhd8ed1ab_0.conda
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diff --git a/examples/mode-mapvalues/workflow/pixi.toml b/examples/mode-mapvalues/workflow/pixi.toml
new file mode 100644
index 000000000..193cc70a3
--- /dev/null
+++ b/examples/mode-mapvalues/workflow/pixi.toml
@@ -0,0 +1,37 @@
+[project]
+name = "mapvalues_example"
+channels = [
+ "file:///tmp/ecoscope-workflows/release/artifacts/",
+ "https://repo.prefix.dev/ecoscope-workflows/",
+ "conda-forge",
+]
+platforms = [
+ "linux-64",
+ "linux-aarch64",
+ "osx-arm64",
+]
+
+[dependencies.ecoscope-workflows-core]
+version = "*"
+channel = "file:///tmp/ecoscope-workflows/release/artifacts/"
+
+[dependencies.ecoscope-workflows-ext-ecoscope]
+version = "*"
+channel = "file:///tmp/ecoscope-workflows/release/artifacts/"
+
+[feature.test.dependencies.pytest]
+version = "*"
+
+[feature.test.tasks]
+test-async-local-mock-io = "python -m pytest tests -k 'async and mock-io'"
+test-sequential-local-mock-io = "python -m pytest tests -k 'sequential and mock-io'"
+
+[environments.default]
+features = []
+solve-group = "default"
+
+[environments.test]
+features = [
+ "test",
+]
+solve-group = "default"
diff --git a/examples/mode-mapvalues/workflow/tests/conftest.py b/examples/mode-mapvalues/workflow/tests/conftest.py
new file mode 100644
index 000000000..b14177152
--- /dev/null
+++ b/examples/mode-mapvalues/workflow/tests/conftest.py
@@ -0,0 +1,10 @@
+import pytest
+
+
+def pytest_addoption(parser: pytest.Parser):
+ parser.addoption("--case", action="store")
+
+
+@pytest.fixture(scope="session")
+def case(pytestconfig: pytest.Config) -> str:
+ return pytestconfig.getoption("case")
diff --git a/examples/mode-mapvalues/workflow/tests/test_dags.py b/examples/mode-mapvalues/workflow/tests/test_dags.py
new file mode 100644
index 000000000..823e54a42
--- /dev/null
+++ b/examples/mode-mapvalues/workflow/tests/test_dags.py
@@ -0,0 +1,19 @@
+from pathlib import Path
+
+import pytest
+
+from ecoscope_workflows_core.testing import test_case
+
+
+WORKFLOW = Path(__file__).parent.parent
+DAGS = [
+ p
+ for p in WORKFLOW.joinpath("dags").iterdir()
+ if p.suffix == ".py" and not p.name.startswith("_")
+]
+TEST_CASES_YAML = WORKFLOW.parent / "test-cases.yaml"
+
+
+@pytest.mark.parametrize("script", DAGS, ids=[p.stem for p in DAGS])
+def test_end_to_end(script: Path, case: str, tmp_path: Path):
+ test_case(script, case, TEST_CASES_YAML, tmp_path)
diff --git a/examples/params/mode_map_params.yaml b/examples/params/mode_map_params.yaml
deleted file mode 100644
index 94862b521..000000000
--- a/examples/params/mode_map_params.yaml
+++ /dev/null
@@ -1,39 +0,0 @@
-# Parameters for 'Get Observations A' using task `get_subjectgroup_observations`.
-obs_a:
- client: "mep_dev" # (, BeforeValidator(func=>), WithJsonSchema(json_schema={'type': 'string', 'description': 'A named EarthRanger connection.'}, mode=None))
- subject_group_name: "Elephants" # (, FieldInfo(annotation=NoneType, required=True, description='Name of EarthRanger Subject'))
- include_inactive: True # (, FieldInfo(annotation=NoneType, required=True, description='Whether or not to include inactive subjects'))
- since: "2011-01-01" # (, FieldInfo(annotation=NoneType, required=True, description='Start date'))
- until: "2023-01-01" # (, FieldInfo(annotation=NoneType, required=True, description='End date'))
-
-# Parameters for 'Get Observations B' using task `get_subjectgroup_observations`.
-obs_b:
- client: "mep_dev" # (, BeforeValidator(func=>), WithJsonSchema(json_schema={'type': 'string', 'description': 'A named EarthRanger connection.'}, mode=None))
- subject_group_name: "Elephants" # (, FieldInfo(annotation=NoneType, required=True, description='Name of EarthRanger Subject'))
- include_inactive: True # (, FieldInfo(annotation=NoneType, required=True, description='Whether or not to include inactive subjects'))
- since: "2011-01-01" # (, FieldInfo(annotation=NoneType, required=True, description='Start date'))
- until: "2023-01-01" # (, FieldInfo(annotation=NoneType, required=True, description='End date'))
-
-# Parameters for 'Get Observations C' using task `get_subjectgroup_observations`.
-obs_c:
- client: "mep_dev" # (, BeforeValidator(func=>), WithJsonSchema(json_schema={'type': 'string', 'description': 'A named EarthRanger connection.'}, mode=None))
- subject_group_name: "Elephants" # (, FieldInfo(annotation=NoneType, required=True, description='Name of EarthRanger Subject'))
- include_inactive: True # (, FieldInfo(annotation=NoneType, required=True, description='Whether or not to include inactive subjects'))
- since: "2011-01-01" # (, FieldInfo(annotation=NoneType, required=True, description='Start date'))
- until: "2023-01-01" # (, FieldInfo(annotation=NoneType, required=True, description='End date'))
-
-# Parameters for 'Create Map Layer For Each Group' using task `create_map_layer`.
-map_layers:
- layer_style:
- layer_type: "point"
-
-# Parameters for 'Create EcoMap For Each Group' using task `draw_ecomap`.
-ecomaps:
- tile_layer: OpenStreetMap # (str, FieldInfo(annotation=NoneType, required=False))
- static: False # (, FieldInfo(annotation=NoneType, required=False))
- title: "Great Map" # (, FieldInfo(annotation=NoneType, required=False))
- north_arrow_style:
- placement: "top-right"
-
-# Parameters for 'Persist Ecomaps as Text' using task `persist_text`.
-td_ecomap_html_url: {}
diff --git a/examples/params/mode_map_params_fillable.json b/examples/params/mode_map_params_fillable.json
deleted file mode 100644
index 9eeeea427..000000000
--- a/examples/params/mode_map_params_fillable.json
+++ /dev/null
@@ -1,669 +0,0 @@
-{
- "title": "Ecoscope Workflow Configurations Form",
- "properties": {
- "Get Observations A": {
- "additionalProperties": false,
- "properties": {
- "client": {
- "description": "A named EarthRanger connection.",
- "title": "Client",
- "type": "string"
- },
- "subject_group_name": {
- "title": "Subject Group Name",
- "type": "string",
- "description": "Name of EarthRanger Subject"
- },
- "since": {
- "format": "date-time",
- "title": "Since",
- "type": "string",
- "description": "Start date"
- },
- "until": {
- "format": "date-time",
- "title": "Until",
- "type": "string",
- "description": "End date"
- },
- "include_inactive": {
- "default": true,
- "title": "Include Inactive",
- "type": "boolean",
- "description": "Whether or not to include inactive subjects"
- }
- },
- "required": [
- "client",
- "subject_group_name",
- "since",
- "until"
- ],
- "type": "object"
- },
- "Get Observations B": {
- "additionalProperties": false,
- "properties": {
- "client": {
- "description": "A named EarthRanger connection.",
- "title": "Client",
- "type": "string"
- },
- "subject_group_name": {
- "title": "Subject Group Name",
- "type": "string",
- "description": "Name of EarthRanger Subject"
- },
- "since": {
- "format": "date-time",
- "title": "Since",
- "type": "string",
- "description": "Start date"
- },
- "until": {
- "format": "date-time",
- "title": "Until",
- "type": "string",
- "description": "End date"
- },
- "include_inactive": {
- "default": true,
- "title": "Include Inactive",
- "type": "boolean",
- "description": "Whether or not to include inactive subjects"
- }
- },
- "required": [
- "client",
- "subject_group_name",
- "since",
- "until"
- ],
- "type": "object"
- },
- "Get Observations C": {
- "additionalProperties": false,
- "properties": {
- "client": {
- "description": "A named EarthRanger connection.",
- "title": "Client",
- "type": "string"
- },
- "subject_group_name": {
- "title": "Subject Group Name",
- "type": "string",
- "description": "Name of EarthRanger Subject"
- },
- "since": {
- "format": "date-time",
- "title": "Since",
- "type": "string",
- "description": "Start date"
- },
- "until": {
- "format": "date-time",
- "title": "Until",
- "type": "string",
- "description": "End date"
- },
- "include_inactive": {
- "default": true,
- "title": "Include Inactive",
- "type": "boolean",
- "description": "Whether or not to include inactive subjects"
- }
- },
- "required": [
- "client",
- "subject_group_name",
- "since",
- "until"
- ],
- "type": "object"
- },
- "Create Map Layer For Each Group": {
- "additionalProperties": false,
- "properties": {
- "layer_style": {
- "anyOf": [
- {
- "$ref": "#/$defs/PolylineLayerStyle"
- },
- {
- "$ref": "#/$defs/PolygonLayerStyle"
- },
- {
- "$ref": "#/$defs/PointLayerStyle"
- }
- ],
- "title": "Layer Style",
- "description": "Style arguments for the layer."
- },
- "legend": {
- "allOf": [
- {
- "$ref": "#/$defs/LegendDefinition"
- }
- ],
- "default": null,
- "title": "Legend",
- "description": "If present, includes this layer in the map legend"
- }
- },
- "required": [
- "layer_style"
- ],
- "type": "object"
- },
- "Create EcoMap For Each Group": {
- "additionalProperties": false,
- "properties": {
- "tile_layer": {
- "default": "",
- "title": "Tile Layer",
- "type": "string",
- "description": "A named tile layer, ie OpenStreetMap."
- },
- "static": {
- "default": false,
- "title": "Static",
- "type": "boolean",
- "description": "Set to true to disable map pan/zoom."
- },
- "title": {
- "default": "",
- "title": "Title",
- "type": "string",
- "description": "The map title."
- },
- "north_arrow_style": {
- "allOf": [
- {
- "$ref": "#/$defs/NorthArrowStyle"
- }
- ],
- "default": {
- "placement": "top-left",
- "style": {
- "transform": "scale(0.8)"
- }
- },
- "title": "North Arrow Style",
- "description": "Additional arguments for configuring the North Arrow."
- },
- "legend_style": {
- "allOf": [
- {
- "$ref": "#/$defs/LegendStyle"
- }
- ],
- "default": {
- "placement": "bottom-right"
- },
- "title": "Legend Style",
- "description": "Additional arguments for configuring the legend."
- }
- },
- "required": [],
- "type": "object"
- },
- "Persist Ecomaps as Text": {
- "additionalProperties": false,
- "properties": {
- "filename": {
- "default": null,
- "title": "Filename",
- "type": "string",
- "description": " Optional filename to persist text to within the `root_path`.\n If not provided, a filename will be generated based on a hash of the text content.\n "
- }
- },
- "required": [],
- "type": "object"
- }
- },
- "$defs": {
- "LegendDefinition": {
- "properties": {
- "label_column": {
- "title": "Label Column",
- "type": "string"
- },
- "color_column": {
- "title": "Color Column",
- "type": "string"
- }
- },
- "required": [
- "label_column",
- "color_column"
- ],
- "title": "LegendDefinition",
- "type": "object"
- },
- "PointLayerStyle": {
- "properties": {
- "auto_highlight": {
- "default": false,
- "title": "Auto Highlight",
- "type": "boolean"
- },
- "opacity": {
- "default": 1,
- "title": "Opacity",
- "type": "number"
- },
- "pickable": {
- "default": true,
- "title": "Pickable",
- "type": "boolean"
- },
- "filled": {
- "default": true,
- "title": "Filled",
- "type": "boolean"
- },
- "get_fill_color": {
- "anyOf": [
- {
- "type": "string"
- },
- {
- "items": {
- "type": "integer"
- },
- "type": "array"
- },
- {
- "items": {
- "items": {
- "type": "integer"
- },
- "type": "array"
- },
- "type": "array"
- },
- {
- "type": "null"
- }
- ],
- "default": null,
- "title": "Get Fill Color"
- },
- "get_line_color": {
- "anyOf": [
- {
- "type": "string"
- },
- {
- "items": {
- "type": "integer"
- },
- "type": "array"
- },
- {
- "items": {
- "items": {
- "type": "integer"
- },
- "type": "array"
- },
- "type": "array"
- },
- {
- "type": "null"
- }
- ],
- "default": null,
- "title": "Get Line Color"
- },
- "get_line_width": {
- "default": 1,
- "title": "Get Line Width",
- "type": "number"
- },
- "fill_color_column": {
- "anyOf": [
- {
- "type": "string"
- },
- {
- "type": "null"
- }
- ],
- "default": null,
- "title": "Fill Color Column"
- },
- "line_width_units": {
- "default": "pixels",
- "enum": [
- "meters",
- "pixels"
- ],
- "title": "Line Width Units",
- "type": "string"
- },
- "layer_type": {
- "const": "point",
- "default": "point",
- "enum": [
- "point"
- ],
- "title": "Layer Type",
- "type": "string"
- },
- "get_radius": {
- "default": 1,
- "title": "Get Radius",
- "type": "number"
- },
- "radius_units": {
- "default": "pixels",
- "enum": [
- "meters",
- "pixels"
- ],
- "title": "Radius Units",
- "type": "string"
- }
- },
- "title": "PointLayerStyle",
- "type": "object"
- },
- "PolygonLayerStyle": {
- "properties": {
- "auto_highlight": {
- "default": false,
- "title": "Auto Highlight",
- "type": "boolean"
- },
- "opacity": {
- "default": 1,
- "title": "Opacity",
- "type": "number"
- },
- "pickable": {
- "default": true,
- "title": "Pickable",
- "type": "boolean"
- },
- "filled": {
- "default": true,
- "title": "Filled",
- "type": "boolean"
- },
- "get_fill_color": {
- "anyOf": [
- {
- "type": "string"
- },
- {
- "items": {
- "type": "integer"
- },
- "type": "array"
- },
- {
- "items": {
- "items": {
- "type": "integer"
- },
- "type": "array"
- },
- "type": "array"
- },
- {
- "type": "null"
- }
- ],
- "default": null,
- "title": "Get Fill Color"
- },
- "get_line_color": {
- "anyOf": [
- {
- "type": "string"
- },
- {
- "items": {
- "type": "integer"
- },
- "type": "array"
- },
- {
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- },
- "type": "array"
- },
- "type": "array"
- },
- {
- "type": "null"
- }
- ],
- "default": null,
- "title": "Get Line Color"
- },
- "get_line_width": {
- "default": 1,
- "title": "Get Line Width",
- "type": "number"
- },
- "fill_color_column": {
- "anyOf": [
- {
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- },
- {
- "type": "null"
- }
- ],
- "default": null,
- "title": "Fill Color Column"
- },
- "line_width_units": {
- "default": "pixels",
- "enum": [
- "meters",
- "pixels"
- ],
- "title": "Line Width Units",
- "type": "string"
- },
- "layer_type": {
- "const": "polygon",
- "default": "polygon",
- "enum": [
- "polygon"
- ],
- "title": "Layer Type",
- "type": "string"
- },
- "extruded": {
- "default": false,
- "title": "Extruded",
- "type": "boolean"
- },
- "get_elevation": {
- "default": 1000,
- "title": "Get Elevation",
- "type": "number"
- }
- },
- "title": "PolygonLayerStyle",
- "type": "object"
- },
- "PolylineLayerStyle": {
- "properties": {
- "auto_highlight": {
- "default": false,
- "title": "Auto Highlight",
- "type": "boolean"
- },
- "opacity": {
- "default": 1,
- "title": "Opacity",
- "type": "number"
- },
- "pickable": {
- "default": true,
- "title": "Pickable",
- "type": "boolean"
- },
- "layer_type": {
- "const": "polyline",
- "default": "polyline",
- "enum": [
- "polyline"
- ],
- "title": "Layer Type",
- "type": "string"
- },
- "get_color": {
- "anyOf": [
- {
- "type": "string"
- },
- {
- "items": {
- "type": "integer"
- },
- "type": "array"
- },
- {
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- "items": {
- "type": "integer"
- },
- "type": "array"
- },
- "type": "array"
- },
- {
- "type": "null"
- }
- ],
- "default": null,
- "title": "Get Color"
- },
- "get_width": {
- "default": 1,
- "title": "Get Width",
- "type": "number"
- },
- "color_column": {
- "anyOf": [
- {
- "type": "string"
- },
- {
- "type": "null"
- }
- ],
- "default": null,
- "title": "Color Column"
- },
- "width_units": {
- "default": "pixels",
- "enum": [
- "meters",
- "pixels"
- ],
- "title": "Width Units",
- "type": "string"
- },
- "cap_rounded": {
- "default": true,
- "title": "Cap Rounded",
- "type": "boolean"
- }
- },
- "title": "PolylineLayerStyle",
- "type": "object"
- },
- "LayerDefinition": {
- "properties": {
- "geodataframe": {
- "title": "Geodataframe",
- "type": "ecoscope_workflows.annotations.DataFrame"
- },
- "layer_style": {
- "discriminator": {
- "mapping": {
- "point": "#/$defs/PointLayerStyle",
- "polygon": "#/$defs/PolygonLayerStyle",
- "polyline": "#/$defs/PolylineLayerStyle"
- },
- "propertyName": "layer_type"
- },
- "oneOf": [
- {
- "$ref": "#/$defs/PolylineLayerStyle"
- },
- {
- "$ref": "#/$defs/PointLayerStyle"
- },
- {
- "$ref": "#/$defs/PolygonLayerStyle"
- }
- ],
- "title": "Layer Style"
- },
- "legend": {
- "$ref": "#/$defs/LegendDefinition"
- }
- },
- "required": [
- "geodataframe",
- "layer_style",
- "legend"
- ],
- "title": "LayerDefinition",
- "type": "object"
- },
- "LegendStyle": {
- "properties": {
- "placement": {
- "default": "bottom-right",
- "enum": [
- "top-left",
- "top-right",
- "bottom-left",
- "bottom-right",
- "fill"
- ],
- "title": "Placement",
- "type": "string"
- }
- },
- "title": "LegendStyle",
- "type": "object"
- },
- "NorthArrowStyle": {
- "properties": {
- "placement": {
- "default": "top-left",
- "enum": [
- "top-left",
- "top-right",
- "bottom-left",
- "bottom-right",
- "fill"
- ],
- "title": "Placement",
- "type": "string"
- },
- "style": {
- "default": {
- "transform": "scale(0.8)"
- },
- "title": "Style",
- "type": "object"
- }
- },
- "title": "NorthArrowStyle",
- "type": "object"
- }
- }
-}
diff --git a/examples/params/mode_map_params_fillable.yaml b/examples/params/mode_map_params_fillable.yaml
deleted file mode 100644
index c101e4e3e..000000000
--- a/examples/params/mode_map_params_fillable.yaml
+++ /dev/null
@@ -1,40 +0,0 @@
-# Parameters for 'Get Observations A' using task `get_subjectgroup_observations`.
-obs_a:
- client: # (, BeforeValidator(func=>), WithJsonSchema(json_schema={'type': 'string', 'description': 'A named EarthRanger connection.'}, mode=None))
- subject_group_name: # (, FieldInfo(annotation=NoneType, required=True, description='Name of EarthRanger Subject'))
- since: # (, FieldInfo(annotation=NoneType, required=True, description='Start date'))
- until: # (, FieldInfo(annotation=NoneType, required=True, description='End date'))
- include_inactive: # (, FieldInfo(annotation=NoneType, required=True, description='Whether or not to include inactive subjects'))
-
-# Parameters for 'Get Observations B' using task `get_subjectgroup_observations`.
-obs_b:
- client: # (, BeforeValidator(func=>), WithJsonSchema(json_schema={'type': 'string', 'description': 'A named EarthRanger connection.'}, mode=None))
- subject_group_name: # (, FieldInfo(annotation=NoneType, required=True, description='Name of EarthRanger Subject'))
- since: # (, FieldInfo(annotation=NoneType, required=True, description='Start date'))
- until: # (, FieldInfo(annotation=NoneType, required=True, description='End date'))
- include_inactive: # (, FieldInfo(annotation=NoneType, required=True, description='Whether or not to include inactive subjects'))
-
-# Parameters for 'Get Observations C' using task `get_subjectgroup_observations`.
-obs_c:
- client: # (, BeforeValidator(func=>), WithJsonSchema(json_schema={'type': 'string', 'description': 'A named EarthRanger connection.'}, mode=None))
- subject_group_name: # (, FieldInfo(annotation=NoneType, required=True, description='Name of EarthRanger Subject'))
- since: # (, FieldInfo(annotation=NoneType, required=True, description='Start date'))
- until: # (, FieldInfo(annotation=NoneType, required=True, description='End date'))
- include_inactive: # (, FieldInfo(annotation=NoneType, required=True, description='Whether or not to include inactive subjects'))
-
-# Parameters for 'Create Map Layer For Each Group' using task `create_map_layer`.
-map_layers:
- layer_style: # (ecoscope_workflows.tasks.results._ecomap.PolylineLayerStyle | ecoscope_workflows.tasks.results._ecomap.PolygonLayerStyle | ecoscope_workflows.tasks.results._ecomap.PointLayerStyle, FieldInfo(annotation=NoneType, required=True, description='Style arguments for the layer.'))
- legend: # (typing.Union[ecoscope_workflows.tasks.results._ecomap.LegendDefinition, typing.Annotated[NoneType, SkipJsonSchema()]], FieldInfo(annotation=NoneType, required=True, description='If present, includes this layer in the map legend'))
-
-# Parameters for 'Create EcoMap For Each Group' using task `draw_ecomap`.
-ecomaps:
- tile_layer: # (, FieldInfo(annotation=NoneType, required=True, description='A named tile layer, ie OpenStreetMap.'))
- static: # (, FieldInfo(annotation=NoneType, required=True, description='Set to true to disable map pan/zoom.'))
- title: # (, FieldInfo(annotation=NoneType, required=True, description='The map title.'))
- north_arrow_style: # (typing.Union[ecoscope_workflows.tasks.results._ecomap.NorthArrowStyle, typing.Annotated[NoneType, SkipJsonSchema()]], FieldInfo(annotation=NoneType, required=True, description='Additional arguments for configuring the North Arrow.'))
- legend_style: # (typing.Union[ecoscope_workflows.tasks.results._ecomap.LegendStyle, typing.Annotated[NoneType, SkipJsonSchema()]], FieldInfo(annotation=NoneType, required=True, description='Additional arguments for configuring the legend.'))
-
-# Parameters for 'Persist Ecomaps as Text' using task `persist_text`.
-td_ecomap_html_url:
- filename: # (typing.Union[str, typing.Annotated[NoneType, SkipJsonSchema()]], FieldInfo(annotation=NoneType, required=True, description=' Optional filename to persist text to within the `root_path`.\n If not provided, a filename will be generated based on a hash of the text content.\n '))
diff --git a/examples/params/mode_mapvalues_params.yaml b/examples/params/mode_mapvalues_params.yaml
deleted file mode 100644
index a5ed4a736..000000000
--- a/examples/params/mode_mapvalues_params.yaml
+++ /dev/null
@@ -1,47 +0,0 @@
-# Parameters for 'Get Patrol Events from EarthRanger' using task `get_patrol_events`.
-patrol_events:
- client: "mep_dev" # (, BeforeValidator(func=>), WithJsonSchema(json_schema={'type': 'string', 'description': 'A named EarthRanger connection.'}, mode=None))
- since: "2011-01-01" # (, FieldInfo(annotation=NoneType, required=True, description='Start date'))
- until: "2023-01-01" # (, FieldInfo(annotation=NoneType, required=True, description='End date'))
- patrol_type: [
- "804c75f0-ed55-4bf5-b6fc-1aaf166bcf84",
- "fde19413-cb55-443e-9be6-d10e4a48c668",
- "0ef3bf48-b44c-4a4e-a145-7ab2e38c9a57",
- ] # (, FieldInfo(annotation=NoneType, required=False, default=None, description='Comma-separated list of type of patrol UUID'))
- status: ["active", "done"]
-
-# Parameters for 'Set Groupers' using task `set_groupers`.
-groupers:
- groupers: # (list[ecoscope_workflows.tasks.groupby._groupby.Grouper], FieldInfo(annotation=NoneType, required=True, description=' Index(es) and/or column(s) to group by, along with\n optional display names and help text.\n '))
- - index_name: "event_type"
- display_name: "Event Type"
- help_text: "The type of event that occurred."
-
-# Parameters for 'Split Observations' using task `split_groups`.
-split_obs: {}
-
-# Parameters for 'Create Map Layer For Each Group' using task `create_map_layer`.
-map_layers:
- layer_style:
- layer_type: "point"
-
-# Parameters for 'Create EcoMap For Each Group' using task `draw_ecomap`.
-ecomaps:
- tile_layer: OpenStreetMap # (str, FieldInfo(annotation=NoneType, required=False))
- static: False # (, FieldInfo(annotation=NoneType, required=False))
- title: "Great Map" # (, FieldInfo(annotation=NoneType, required=False))
-
-# Parameters for 'Persist EcoMaps' using task `persist_text`.
-ecomaps_persist: {}
-
-# Parameters for 'Create EcoMap Widgets' using task `create_map_widget_single_view`.
-ecomap_widgets:
- title: "Grouped Ecomaps" # (, FieldInfo(annotation=NoneType, required=True, description='The title of the widget'))
-
-# Parameters for 'Merge EcoMap Widget Views' using task `merge_widget_views`.
-ecomap_widgets_merged: {}
-
-# Parameters for 'Create EcoMap Dashboard' using task `gather_dashboard`.
-dashboard:
- title: "Grouped Dashboard of Observations" # (, FieldInfo(annotation=NoneType, required=True, description='The title of the dashboard'))
- description: "A dashboard demonstrating grouped data." # (, FieldInfo(annotation=NoneType, required=True, description='The description of the dashboard'))
diff --git a/examples/params/mode_mapvalues_params_fillable.json b/examples/params/mode_mapvalues_params_fillable.json
deleted file mode 100644
index bd9a0e8b6..000000000
--- a/examples/params/mode_mapvalues_params_fillable.json
+++ /dev/null
@@ -1,810 +0,0 @@
-{
- "title": "Ecoscope Workflow Configurations Form",
- "properties": {
- "Get Patrol Events from EarthRanger": {
- "additionalProperties": false,
- "properties": {
- "client": {
- "description": "A named EarthRanger connection.",
- "title": "Client",
- "type": "string"
- },
- "since": {
- "title": "Since",
- "type": "string",
- "description": "Start date"
- },
- "until": {
- "title": "Until",
- "type": "string",
- "description": "End date"
- },
- "patrol_type": {
- "items": {
- "type": "string"
- },
- "title": "Patrol Type",
- "type": "array",
- "description": "list of UUID of patrol types"
- },
- "status": {
- "items": {
- "type": "string"
- },
- "title": "Status",
- "type": "array",
- "description": "list of 'scheduled'/'active'/'overdue'/'done'/'cancelled'"
- }
- },
- "required": [
- "client",
- "since",
- "until",
- "patrol_type",
- "status"
- ],
- "type": "object"
- },
- "Set Groupers": {
- "additionalProperties": false,
- "properties": {
- "groupers": {
- "items": {
- "$ref": "#/$defs/Grouper"
- },
- "title": "Groupers",
- "type": "array",
- "description": " Index(es) and/or column(s) to group by, along with\n optional display names and help text.\n "
- }
- },
- "required": [
- "groupers"
- ],
- "type": "object"
- },
- "Split Observations": {
- "additionalProperties": false,
- "properties": {},
- "required": [],
- "type": "object"
- },
- "Create Map Layer For Each Group": {
- "additionalProperties": false,
- "properties": {
- "layer_style": {
- "anyOf": [
- {
- "$ref": "#/$defs/PolylineLayerStyle"
- },
- {
- "$ref": "#/$defs/PolygonLayerStyle"
- },
- {
- "$ref": "#/$defs/PointLayerStyle"
- }
- ],
- "title": "Layer Style",
- "description": "Style arguments for the layer."
- },
- "legend": {
- "allOf": [
- {
- "$ref": "#/$defs/LegendDefinition"
- }
- ],
- "default": null,
- "title": "Legend",
- "description": "If present, includes this layer in the map legend"
- }
- },
- "required": [
- "layer_style"
- ],
- "type": "object"
- },
- "Create EcoMap For Each Group": {
- "additionalProperties": false,
- "properties": {
- "tile_layer": {
- "default": "",
- "title": "Tile Layer",
- "type": "string",
- "description": "A named tile layer, ie OpenStreetMap."
- },
- "static": {
- "default": false,
- "title": "Static",
- "type": "boolean",
- "description": "Set to true to disable map pan/zoom."
- },
- "title": {
- "default": "",
- "title": "Title",
- "type": "string",
- "description": "The map title."
- },
- "north_arrow_style": {
- "allOf": [
- {
- "$ref": "#/$defs/NorthArrowStyle"
- }
- ],
- "default": {
- "placement": "top-left",
- "style": {
- "transform": "scale(0.8)"
- }
- },
- "title": "North Arrow Style",
- "description": "Additional arguments for configuring the North Arrow."
- },
- "legend_style": {
- "allOf": [
- {
- "$ref": "#/$defs/LegendStyle"
- }
- ],
- "default": {
- "placement": "bottom-right"
- },
- "title": "Legend Style",
- "description": "Additional arguments for configuring the legend."
- }
- },
- "required": [],
- "type": "object"
- },
- "Persist EcoMaps": {
- "additionalProperties": false,
- "properties": {
- "filename": {
- "default": null,
- "title": "Filename",
- "type": "string",
- "description": " Optional filename to persist text to within the `root_path`.\n If not provided, a filename will be generated based on a hash of the text content.\n "
- }
- },
- "required": [],
- "type": "object"
- },
- "Create EcoMap Widgets": {
- "additionalProperties": false,
- "properties": {
- "title": {
- "title": "Title",
- "type": "string",
- "description": "The title of the widget"
- }
- },
- "required": [
- "title"
- ],
- "type": "object"
- },
- "Merge EcoMap Widget Views": {
- "additionalProperties": false,
- "properties": {},
- "required": [],
- "type": "object"
- },
- "Create EcoMap Dashboard": {
- "additionalProperties": false,
- "properties": {
- "title": {
- "title": "Title",
- "type": "string",
- "description": "The title of the dashboard"
- },
- "description": {
- "title": "Description",
- "type": "string",
- "description": "The description of the dashboard"
- }
- },
- "required": [
- "title",
- "description"
- ],
- "type": "object"
- }
- },
- "$defs": {
- "Grouper": {
- "properties": {
- "index_name": {
- "title": "Index Name",
- "type": "string"
- },
- "display_name": {
- "default": null,
- "title": "Display Name",
- "type": "string"
- },
- "help_text": {
- "default": null,
- "title": "Help Text",
- "type": "string"
- }
- },
- "required": [
- "index_name"
- ],
- "title": "Grouper",
- "type": "object"
- },
- "LegendDefinition": {
- "properties": {
- "label_column": {
- "title": "Label Column",
- "type": "string"
- },
- "color_column": {
- "title": "Color Column",
- "type": "string"
- }
- },
- "required": [
- "label_column",
- "color_column"
- ],
- "title": "LegendDefinition",
- "type": "object"
- },
- "PointLayerStyle": {
- "properties": {
- "auto_highlight": {
- "default": false,
- "title": "Auto Highlight",
- "type": "boolean"
- },
- "opacity": {
- "default": 1,
- "title": "Opacity",
- "type": "number"
- },
- "pickable": {
- "default": true,
- "title": "Pickable",
- "type": "boolean"
- },
- "filled": {
- "default": true,
- "title": "Filled",
- "type": "boolean"
- },
- "get_fill_color": {
- "anyOf": [
- {
- "type": "string"
- },
- {
- "items": {
- "type": "integer"
- },
- "type": "array"
- },
- {
- "items": {
- "items": {
- "type": "integer"
- },
- "type": "array"
- },
- "type": "array"
- },
- {
- "type": "null"
- }
- ],
- "default": null,
- "title": "Get Fill Color"
- },
- "get_line_color": {
- "anyOf": [
- {
- "type": "string"
- },
- {
- "items": {
- "type": "integer"
- },
- "type": "array"
- },
- {
- "items": {
- "items": {
- "type": "integer"
- },
- "type": "array"
- },
- "type": "array"
- },
- {
- "type": "null"
- }
- ],
- "default": null,
- "title": "Get Line Color"
- },
- "get_line_width": {
- "default": 1,
- "title": "Get Line Width",
- "type": "number"
- },
- "fill_color_column": {
- "anyOf": [
- {
- "type": "string"
- },
- {
- "type": "null"
- }
- ],
- "default": null,
- "title": "Fill Color Column"
- },
- "line_width_units": {
- "default": "pixels",
- "enum": [
- "meters",
- "pixels"
- ],
- "title": "Line Width Units",
- "type": "string"
- },
- "layer_type": {
- "const": "point",
- "default": "point",
- "enum": [
- "point"
- ],
- "title": "Layer Type",
- "type": "string"
- },
- "get_radius": {
- "default": 1,
- "title": "Get Radius",
- "type": "number"
- },
- "radius_units": {
- "default": "pixels",
- "enum": [
- "meters",
- "pixels"
- ],
- "title": "Radius Units",
- "type": "string"
- }
- },
- "title": "PointLayerStyle",
- "type": "object"
- },
- "PolygonLayerStyle": {
- "properties": {
- "auto_highlight": {
- "default": false,
- "title": "Auto Highlight",
- "type": "boolean"
- },
- "opacity": {
- "default": 1,
- "title": "Opacity",
- "type": "number"
- },
- "pickable": {
- "default": true,
- "title": "Pickable",
- "type": "boolean"
- },
- "filled": {
- "default": true,
- "title": "Filled",
- "type": "boolean"
- },
- "get_fill_color": {
- "anyOf": [
- {
- "type": "string"
- },
- {
- "items": {
- "type": "integer"
- },
- "type": "array"
- },
- {
- "items": {
- "items": {
- "type": "integer"
- },
- "type": "array"
- },
- "type": "array"
- },
- {
- "type": "null"
- }
- ],
- "default": null,
- "title": "Get Fill Color"
- },
- "get_line_color": {
- "anyOf": [
- {
- "type": "string"
- },
- {
- "items": {
- "type": "integer"
- },
- "type": "array"
- },
- {
- "items": {
- "items": {
- "type": "integer"
- },
- "type": "array"
- },
- "type": "array"
- },
- {
- "type": "null"
- }
- ],
- "default": null,
- "title": "Get Line Color"
- },
- "get_line_width": {
- "default": 1,
- "title": "Get Line Width",
- "type": "number"
- },
- "fill_color_column": {
- "anyOf": [
- {
- "type": "string"
- },
- {
- "type": "null"
- }
- ],
- "default": null,
- "title": "Fill Color Column"
- },
- "line_width_units": {
- "default": "pixels",
- "enum": [
- "meters",
- "pixels"
- ],
- "title": "Line Width Units",
- "type": "string"
- },
- "layer_type": {
- "const": "polygon",
- "default": "polygon",
- "enum": [
- "polygon"
- ],
- "title": "Layer Type",
- "type": "string"
- },
- "extruded": {
- "default": false,
- "title": "Extruded",
- "type": "boolean"
- },
- "get_elevation": {
- "default": 1000,
- "title": "Get Elevation",
- "type": "number"
- }
- },
- "title": "PolygonLayerStyle",
- "type": "object"
- },
- "PolylineLayerStyle": {
- "properties": {
- "auto_highlight": {
- "default": false,
- "title": "Auto Highlight",
- "type": "boolean"
- },
- "opacity": {
- "default": 1,
- "title": "Opacity",
- "type": "number"
- },
- "pickable": {
- "default": true,
- "title": "Pickable",
- "type": "boolean"
- },
- "layer_type": {
- "const": "polyline",
- "default": "polyline",
- "enum": [
- "polyline"
- ],
- "title": "Layer Type",
- "type": "string"
- },
- "get_color": {
- "anyOf": [
- {
- "type": "string"
- },
- {
- "items": {
- "type": "integer"
- },
- "type": "array"
- },
- {
- "items": {
- "items": {
- "type": "integer"
- },
- "type": "array"
- },
- "type": "array"
- },
- {
- "type": "null"
- }
- ],
- "default": null,
- "title": "Get Color"
- },
- "get_width": {
- "default": 1,
- "title": "Get Width",
- "type": "number"
- },
- "color_column": {
- "anyOf": [
- {
- "type": "string"
- },
- {
- "type": "null"
- }
- ],
- "default": null,
- "title": "Color Column"
- },
- "width_units": {
- "default": "pixels",
- "enum": [
- "meters",
- "pixels"
- ],
- "title": "Width Units",
- "type": "string"
- },
- "cap_rounded": {
- "default": true,
- "title": "Cap Rounded",
- "type": "boolean"
- }
- },
- "title": "PolylineLayerStyle",
- "type": "object"
- },
- "LayerDefinition": {
- "properties": {
- "geodataframe": {
- "title": "Geodataframe",
- "type": "ecoscope_workflows.annotations.DataFrame"
- },
- "layer_style": {
- "discriminator": {
- "mapping": {
- "point": "#/$defs/PointLayerStyle",
- "polygon": "#/$defs/PolygonLayerStyle",
- "polyline": "#/$defs/PolylineLayerStyle"
- },
- "propertyName": "layer_type"
- },
- "oneOf": [
- {
- "$ref": "#/$defs/PolylineLayerStyle"
- },
- {
- "$ref": "#/$defs/PointLayerStyle"
- },
- {
- "$ref": "#/$defs/PolygonLayerStyle"
- }
- ],
- "title": "Layer Style"
- },
- "legend": {
- "$ref": "#/$defs/LegendDefinition"
- }
- },
- "required": [
- "geodataframe",
- "layer_style",
- "legend"
- ],
- "title": "LayerDefinition",
- "type": "object"
- },
- "LegendStyle": {
- "properties": {
- "placement": {
- "default": "bottom-right",
- "enum": [
- "top-left",
- "top-right",
- "bottom-left",
- "bottom-right",
- "fill"
- ],
- "title": "Placement",
- "type": "string"
- }
- },
- "title": "LegendStyle",
- "type": "object"
- },
- "NorthArrowStyle": {
- "properties": {
- "placement": {
- "default": "top-left",
- "enum": [
- "top-left",
- "top-right",
- "bottom-left",
- "bottom-right",
- "fill"
- ],
- "title": "Placement",
- "type": "string"
- },
- "style": {
- "default": {
- "transform": "scale(0.8)"
- },
- "title": "Style",
- "type": "object"
- }
- },
- "title": "NorthArrowStyle",
- "type": "object"
- },
- "WidgetSingleView": {
- "properties": {
- "widget_type": {
- "enum": [
- "plot",
- "map",
- "text",
- "single_value"
- ],
- "title": "Widget Type",
- "type": "string"
- },
- "title": {
- "title": "Title",
- "type": "string"
- },
- "data": {
- "anyOf": [
- {
- "format": "path",
- "type": "string"
- },
- {
- "format": "uri",
- "minLength": 1,
- "type": "string"
- },
- {
- "type": "string"
- },
- {
- "type": "integer"
- },
- {
- "type": "number"
- }
- ],
- "title": "Data"
- },
- "view": {
- "anyOf": [
- {
- "items": {
- "maxItems": 3,
- "minItems": 3,
- "prefixItems": [
- {
- "type": "string"
- },
- {
- "const": "=",
- "enum": [
- "="
- ],
- "type": "string"
- },
- {
- "type": "string"
- }
- ],
- "type": "array"
- },
- "type": "array"
- },
- {
- "type": "null"
- }
- ],
- "default": null,
- "title": "View"
- }
- },
- "required": [
- "widget_type",
- "title",
- "data"
- ],
- "title": "WidgetSingleView",
- "type": "object"
- },
- "GroupedWidget": {
- "properties": {
- "widget_type": {
- "enum": [
- "plot",
- "map",
- "text",
- "single_value"
- ],
- "title": "Widget Type",
- "type": "string"
- },
- "title": {
- "title": "Title",
- "type": "string"
- },
- "views": {
- "additionalProperties": {
- "anyOf": [
- {
- "format": "path",
- "type": "string"
- },
- {
- "format": "uri",
- "minLength": 1,
- "type": "string"
- },
- {
- "type": "string"
- },
- {
- "type": "integer"
- },
- {
- "type": "number"
- }
- ]
- },
- "title": "Views",
- "type": "object"
- }
- },
- "required": [
- "widget_type",
- "title",
- "views"
- ],
- "title": "GroupedWidget",
- "type": "object"
- }
- }
-}
diff --git a/examples/params/mode_mapvalues_params_fillable.yaml b/examples/params/mode_mapvalues_params_fillable.yaml
deleted file mode 100644
index ab8209e74..000000000
--- a/examples/params/mode_mapvalues_params_fillable.yaml
+++ /dev/null
@@ -1,43 +0,0 @@
-# Parameters for 'Get Patrol Events from EarthRanger' using task `get_patrol_events`.
-patrol_events:
- client: # (, BeforeValidator(func=>), WithJsonSchema(json_schema={'type': 'string', 'description': 'A named EarthRanger connection.'}, mode=None))
- since: # (, FieldInfo(annotation=NoneType, required=True, description='Start date'))
- until: # (, FieldInfo(annotation=NoneType, required=True, description='End date'))
- patrol_type: # (list[str], FieldInfo(annotation=NoneType, required=True, description='list of UUID of patrol types'))
- status: # (list[str], FieldInfo(annotation=NoneType, required=True, description="list of 'scheduled'/'active'/'overdue'/'done'/'cancelled'"))
-
-# Parameters for 'Set Groupers' using task `set_groupers`.
-groupers:
- groupers: # (list[ecoscope_workflows.tasks.groupby._groupby.Grouper], FieldInfo(annotation=NoneType, required=True, description=' Index(es) and/or column(s) to group by, along with\n optional display names and help text.\n '))
-
-# Parameters for 'Split Observations' using task `split_groups`.
-split_obs:
-
-# Parameters for 'Create Map Layer For Each Group' using task `create_map_layer`.
-map_layers:
- layer_style: # (ecoscope_workflows.tasks.results._ecomap.PolylineLayerStyle | ecoscope_workflows.tasks.results._ecomap.PolygonLayerStyle | ecoscope_workflows.tasks.results._ecomap.PointLayerStyle, FieldInfo(annotation=NoneType, required=True, description='Style arguments for the layer.'))
- legend: # (typing.Union[ecoscope_workflows.tasks.results._ecomap.LegendDefinition, typing.Annotated[NoneType, SkipJsonSchema()]], FieldInfo(annotation=NoneType, required=True, description='If present, includes this layer in the map legend'))
-
-# Parameters for 'Create EcoMap For Each Group' using task `draw_ecomap`.
-ecomaps:
- tile_layer: # (, FieldInfo(annotation=NoneType, required=True, description='A named tile layer, ie OpenStreetMap.'))
- static: # (, FieldInfo(annotation=NoneType, required=True, description='Set to true to disable map pan/zoom.'))
- title: # (, FieldInfo(annotation=NoneType, required=True, description='The map title.'))
- north_arrow_style: # (typing.Union[ecoscope_workflows.tasks.results._ecomap.NorthArrowStyle, typing.Annotated[NoneType, SkipJsonSchema()]], FieldInfo(annotation=NoneType, required=True, description='Additional arguments for configuring the North Arrow.'))
- legend_style: # (typing.Union[ecoscope_workflows.tasks.results._ecomap.LegendStyle, typing.Annotated[NoneType, SkipJsonSchema()]], FieldInfo(annotation=NoneType, required=True, description='Additional arguments for configuring the legend.'))
-
-# Parameters for 'Persist EcoMaps' using task `persist_text`.
-ecomaps_persist:
- filename: # (typing.Union[str, typing.Annotated[NoneType, SkipJsonSchema()]], FieldInfo(annotation=NoneType, required=True, description=' Optional filename to persist text to within the `root_path`.\n If not provided, a filename will be generated based on a hash of the text content.\n '))
-
-# Parameters for 'Create EcoMap Widgets' using task `create_map_widget_single_view`.
-ecomap_widgets:
- title: # (, FieldInfo(annotation=NoneType, required=True, description='The title of the widget'))
-
-# Parameters for 'Merge EcoMap Widget Views' using task `merge_widget_views`.
-ecomap_widgets_merged:
-
-# Parameters for 'Create EcoMap Dashboard' using task `gather_dashboard`.
-dashboard:
- title: # (, FieldInfo(annotation=NoneType, required=True, description='The title of the dashboard'))
- description: # (, FieldInfo(annotation=NoneType, required=True, description='The description of the dashboard'))
diff --git a/examples/params/patrol_events_params.yaml b/examples/params/patrol_events_params.yaml
deleted file mode 100644
index d497d4d3d..000000000
--- a/examples/params/patrol_events_params.yaml
+++ /dev/null
@@ -1,196 +0,0 @@
-# Parameters for 'Set Groupers' using task `set_groupers`.
-groupers:
- groupers: # (list[ecoscope_workflows.tasks.groupby._groupby.Grouper], FieldInfo(annotation=NoneType, required=True, description=' Index(es) and/or column(s) to group by, along with\n optional display names and help text.\n '))
- - index_name: "month"
- display_name: "Month"
- help_text: "The month in which the patrol began or the event was updated."
-
-# Parameters for 'Get Patrol Events from EarthRanger' using task `get_patrol_events`.
-patrol_events:
- client: "mep_dev" # (, BeforeValidator(func=>), WithJsonSchema(json_schema={'type': 'string', 'description': 'A named EarthRanger connection.'}, mode=None))
- since: "2011-01-01" # (, FieldInfo(annotation=NoneType, required=True, description='Start date'))
- until: "2023-01-01" # (, FieldInfo(annotation=NoneType, required=True, description='End date'))
- patrol_type: [
- "804c75f0-ed55-4bf5-b6fc-1aaf166bcf84",
- "fde19413-cb55-443e-9be6-d10e4a48c668",
- "0ef3bf48-b44c-4a4e-a145-7ab2e38c9a57",
- ] # (, FieldInfo(annotation=NoneType, required=False, default=None, description='Comma-separated list of type of patrol UUID'))
- status: ["active", "done"]
-
-# Parameters for 'Apply Relocation Coordinate Filter' using task `apply_reloc_coord_filter`.
-filter_patrol_events:
- max_y: 0.0 # (, FieldInfo(annotation=NoneType, required=False, default=90.0))
- filter_point_coords:
- - x: 180.0
- y: 90.0
- - x: 0.0
- y: 0.0
-
-# Parameters for 'Add temporal index to Patrol Events' using task `add_temporal_index`.
-pe_add_temporal_index:
- index_name: "month" # (, FieldInfo(annotation=NoneType, required=True, description='A name for the new index which will be added.'))
- time_col: "updated_at" # (, FieldInfo(annotation=NoneType, required=True, description='Name of existing column containing time data.'))
- directive: "%B" # (typing.Literal['%a', '%A', '%b', '%B', '%c', '%d', '%f', '%H', '%I', '%j', '%m', '%M', '%p', '%S', '%U', '%w', '%W', '%x', '%X', '%y', '%Y', '%z', '%%'], FieldInfo(annotation=NoneType, required=True, description='A directive for formatting the time data.'))
-
-# Parameters for 'Patrol Events Colormap' using task `apply_color_map`.
-pe_colormap:
- input_column_name: "event_type" # (, FieldInfo(annotation=NoneType, required=True, description='The name of the column with categorical values.'))
- colormap: "tab20b" # (str | list[str], FieldInfo(annotation=NoneType, required=True, description='Either a named mpl.colormap or a list of string hex values.'))
- output_column_name: "event_type_colormap"
-
-# Parameters for 'Create map layer from Patrol Events' using task `create_map_layer`.
-pe_map_layer:
- layer_style: # (ecoscope_workflows.tasks.results._ecomap.PolylineLayerStyle | ecoscope_workflows.tasks.results._ecomap.PolygonLayerStyle | ecoscope_workflows.tasks.results._ecomap.PointLayerStyle, FieldInfo(annotation=NoneType, required=True, description='Style arguments for the layer.'))
- layer_type: "point"
- fill_color_column: "event_type_colormap"
- get_radius: 5
- legend:
- label_column: "event_type"
- color_column: "event_type_colormap"
-
-# Parameters for 'Draw Ecomap from Time Density' using task `draw_ecomap`.
-pe_ecomap:
- tile_layer: "OpenStreetMap" # (str, FieldInfo(annotation=NoneType, required=False))
- static: False # (, FieldInfo(annotation=NoneType, required=False))
-
-# Parameters for 'Persist Ecomap as Text' using task `persist_text`.
-pe_ecomap_html_url: {}
-
-# Parameters for 'Create Time Density Map Widget' using task `create_map_widget_single_view`.
-pe_map_widget:
- title: "Patrol Events Map" # (, FieldInfo(annotation=NoneType, required=True, description='The title of the widget'))
-
-# Parameters for 'Draw Time Series Bar Chart for Patrols Events' using task `draw_time_series_bar_chart`.
-pe_bar_chart:
- x_axis: "updated_at" # (, FieldInfo(annotation=NoneType, required=True, description='The dataframe column to plot in the x axis.'))
- y_axis: "event_type" # (, FieldInfo(annotation=NoneType, required=True, description='The dataframe column to plot in the y axis.'))
- category: "event_type" # (, FieldInfo(annotation=NoneType, required=True, description='The dataframe column to stack in the y axis.'))
- agg_function: "count" # (typing.Literal['count', 'mean', 'sum', 'min', 'max'], FieldInfo(annotation=NoneType, required=True, description='The aggregate function to apply to the group.'))
- time_interval: "month" # (typing.Literal['year', 'month', 'week', 'day', 'hour'], FieldInfo(annotation=NoneType, required=True, description='Sets the time interval of the x axis.'))
- color_column: "event_type_colormap"
- plot_style:
- xperiodalignment: "middle"
-
-# Parameters for 'Persist Patrols Bar Chart as Text' using task `persist_text`.
-pe_bar_chart_html_url: {}
-
-# Parameters for 'Create Plot Widget for Patrol Events' using task `create_plot_widget_single_view`.
-pe_bar_chart_widget:
- title: "Patrol Events Bar Chart" # (, FieldInfo(annotation=NoneType, required=True, description='The title of the widget'))
-
-# Parameters for 'Create Patrol Events Meshgrid' using task `create_meshgrid`.
-pe_meshgrid:
- cell_width: 10000 # (, FieldInfo(annotation=NoneType, required=True, description='The width of a grid cell in meters.'))
- cell_height: 10000 # (, FieldInfo(annotation=NoneType, required=True, description='The height of a grid cell in meters.'))
-
-# Parameters for 'Patrol Events Feature Density' using task `calculate_feature_density`.
-pe_feature_density:
- geometry_type: "point" # (typing.Literal['point', 'line'], FieldInfo(annotation=NoneType, required=True, description='The geometry type of the provided geodataframe'))
-
-# Parameters for 'Feature Density Colormap' using task `apply_color_map`.
-fd_colormap:
- input_column_name: "density" # (, FieldInfo(annotation=NoneType, required=True, description='The name of the column with categorical values.'))
- colormap: "YlOrRd" # (str | list[str], FieldInfo(annotation=NoneType, required=True, description='Either a named mpl.colormap or a list of string hex values.'))
- output_column_name: "density_colormap"
-
-# Parameters for 'Create map layer from Feature Density' using task `create_map_layer`.
-fd_map_layer:
- layer_style: # (ecoscope_workflows.tasks.results._ecomap.PolylineLayerStyle | ecoscope_workflows.tasks.results._ecomap.PolygonLayerStyle | ecoscope_workflows.tasks.results._ecomap.PointLayerStyle, FieldInfo(annotation=NoneType, required=True, description='Style arguments for the layer.'))
- layer_type: "polygon"
- fill_color_column: "density_colormap"
- opacity: 0.4
-
-# Parameters for 'Draw Ecomap from Feature Density' using task `draw_ecomap`.
-fd_ecomap:
- tile_layer: "OpenStreetMap" # (str, FieldInfo(annotation=NoneType, required=False))
- static: False # (, FieldInfo(annotation=NoneType, required=False))
-
-# Parameters for 'Persist Feature Density Ecomap as Text' using task `persist_text`.
-fd_ecomap_html_url: {}
-
-# Parameters for 'Create Feature Density Map Widget' using task `create_map_widget_single_view`.
-fd_map_widget:
- title: "Density Map" # (, FieldInfo(annotation=NoneType, required=True, description='The title of the widget'))
-
-# Parameters for 'Split Patrol Events by Group' using task `split_groups`.
-split_patrol_event_groups: {}
-
-# Parameters for 'Grouped Patrol Events Colormap' using task `apply_color_map`.
-grouped_pe_colormap:
- input_column_name: "event_type" # (, FieldInfo(annotation=NoneType, required=True, description='The name of the column with categorical values.'))
- colormap: "tab20b" # (str | list[str], FieldInfo(annotation=NoneType, required=True, description='Either a named mpl.colormap or a list of string hex values.'))
- output_column_name: "event_type_colormap"
-
-# Parameters for 'Create map layer from grouped Patrol Events' using task `create_map_layer`.
-grouped_pe_map_layer:
- layer_style: # (ecoscope_workflows.tasks.results._ecomap.PolylineLayerStyle | ecoscope_workflows.tasks.results._ecomap.PolygonLayerStyle | ecoscope_workflows.tasks.results._ecomap.PointLayerStyle, FieldInfo(annotation=NoneType, required=True, description='Style arguments for the layer.'))
- layer_type: "point"
- fill_color_column: "event_type_colormap"
- get_radius: 5
-
-# Parameters for 'Draw Ecomap from grouped Patrol Events' using task `draw_ecomap`.
-grouped_pe_ecomap:
- tile_layer: "OpenStreetMap" # (str, FieldInfo(annotation=NoneType, required=False))
- static: False # (, FieldInfo(annotation=NoneType, required=False))
-
-# Parameters for 'Persist grouped Patrol Events Ecomap as Text' using task `persist_text`.
-grouped_pe_ecomap_html_url: {}
-
-# Parameters for 'Create grouped Patrol Events Map Widget' using task `create_map_widget_single_view`.
-grouped_pe_map_widget:
- title: "Grouped Patrol Events Map" # (, FieldInfo(annotation=NoneType, required=True, description='The title of the widget'))
-
-grouped_pe_map_widget_merge: {}
-
-# Parameters for 'Draw Pie Chart for Patrols Events' using task `draw_pie_chart`.
-grouped_pe_pie_chart:
- value_column: "event_type" # (, FieldInfo(annotation=NoneType, required=True, description='The name of the dataframe column to pull slice values from.'))
- color_column: "event_type_colormap"
- plot_style:
- textinfo: "value"
-
-# Parameters for 'Persist Patrols Pie Chart as Text' using task `persist_text`.
-grouped_pe_pie_chart_html_urls: {}
-
-# Parameters for 'Create Plot Widget for Patrol Events' using task `create_plot_widget_single_view`.
-grouped_pe_pie_chart_widgets:
- title: "Patrol Events Pie Chart" # (, FieldInfo(annotation=NoneType, required=True, description='The title of the widget'))
-
-# Parameters for 'Merge Pie Chart Widget Views' using task `merge_widget_views`.
-grouped_pe_pie_widget_merge: {}
-
-# Parameters for 'Grouped Patrol Events Feature Density' using task `calculate_feature_density`.
-grouped_pe_feature_density:
- geometry_type: "point" # (typing.Literal['point', 'line'], FieldInfo(annotation=NoneType, required=True, description='The geometry type of the provided geodataframe'))
-
-# Parameters for 'Grouped Feature Density Colormap' using task `apply_color_map`.
-grouped_fd_colormap:
- input_column_name: "density" # (, FieldInfo(annotation=NoneType, required=True, description='The name of the column with categorical values.'))
- colormap: "YlOrRd" # (str | list[str], FieldInfo(annotation=NoneType, required=True, description='Either a named mpl.colormap or a list of string hex values.'))
- output_column_name: "density_colormap"
-
-# Parameters for 'Create map layer from Feature Density' using task `create_map_layer`.
-grouped_fd_map_layer:
- layer_style: # (ecoscope_workflows.tasks.results._ecomap.PolylineLayerStyle | ecoscope_workflows.tasks.results._ecomap.PolygonLayerStyle | ecoscope_workflows.tasks.results._ecomap.PointLayerStyle, FieldInfo(annotation=NoneType, required=True, description='Style arguments for the layer.'))
- layer_type: "polygon"
- fill_color_column: "density_colormap"
- opacity: 0.4
-
-# Parameters for 'Draw Ecomap from Feature Density' using task `draw_ecomap`.
-grouped_fd_ecomap:
- tile_layer: "OpenStreetMap" # (str, FieldInfo(annotation=NoneType, required=False))
- static: False # (, FieldInfo(annotation=NoneType, required=False))
-
-# Parameters for 'Persist Feature Density Ecomap as Text' using task `persist_text`.
-grouped_fd_ecomap_html_url: {}
-
-# Parameters for 'Create Feature Density Map Widget' using task `create_map_widget_single_view`.
-grouped_fd_map_widget:
- title: "Grouped Density Map" # (, FieldInfo(annotation=NoneType, required=True, description='The title of the widget'))
-
-grouped_fd_map_widget_merge: {}
-
-# Parameters for 'Create Dashboard with Patrol Map Widgets' using task `gather_dashboard`.
-patrol_dashboard:
- title: "Patrol Events Dashboard"
- description: "A dashboard for visualizing patrol events."
diff --git a/examples/params/patrol_events_params_fillable.json b/examples/params/patrol_events_params_fillable.json
deleted file mode 100644
index b9853439a..000000000
--- a/examples/params/patrol_events_params_fillable.json
+++ /dev/null
@@ -1,1649 +0,0 @@
-{
- "title": "Ecoscope Workflow Configurations Form",
- "properties": {
- "Set Groupers": {
- "additionalProperties": false,
- "properties": {
- "groupers": {
- "items": {
- "$ref": "#/$defs/Grouper"
- },
- "title": "Groupers",
- "type": "array",
- "description": " Index(es) and/or column(s) to group by, along with\n optional display names and help text.\n "
- }
- },
- "required": [
- "groupers"
- ],
- "type": "object"
- },
- "Get Patrol Events from EarthRanger": {
- "additionalProperties": false,
- "properties": {
- "client": {
- "description": "A named EarthRanger connection.",
- "title": "Client",
- "type": "string"
- },
- "since": {
- "title": "Since",
- "type": "string",
- "description": "Start date"
- },
- "until": {
- "title": "Until",
- "type": "string",
- "description": "End date"
- },
- "patrol_type": {
- "items": {
- "type": "string"
- },
- "title": "Patrol Type",
- "type": "array",
- "description": "list of UUID of patrol types"
- },
- "status": {
- "items": {
- "type": "string"
- },
- "title": "Status",
- "type": "array",
- "description": "list of 'scheduled'/'active'/'overdue'/'done'/'cancelled'"
- }
- },
- "required": [
- "client",
- "since",
- "until",
- "patrol_type",
- "status"
- ],
- "type": "object"
- },
- "Apply Relocation Coordinate Filter": {
- "additionalProperties": false,
- "properties": {
- "min_x": {
- "default": -180.0,
- "title": "Min X",
- "type": "number"
- },
- "max_x": {
- "default": 180.0,
- "title": "Max X",
- "type": "number"
- },
- "min_y": {
- "default": -90.0,
- "title": "Min Y",
- "type": "number"
- },
- "max_y": {
- "default": 90.0,
- "title": "Max Y",
- "type": "number"
- },
- "filter_point_coords": {
- "default": [
- {
- "x": 0.0,
- "y": 0.0
- }
- ],
- "items": {
- "$ref": "#/$defs/Coordinate"
- },
- "title": "Filter Point Coords",
- "type": "array"
- }
- },
- "required": [],
- "type": "object"
- },
- "Add temporal index to Patrol Events": {
- "additionalProperties": false,
- "properties": {
- "index_name": {
- "title": "Index Name",
- "type": "string",
- "description": "A name for the new index which will be added."
- },
- "time_col": {
- "title": "Time Col",
- "type": "string",
- "description": "Name of existing column containing time data."
- },
- "directive": {
- "enum": [
- "%a",
- "%A",
- "%b",
- "%B",
- "%c",
- "%d",
- "%f",
- "%H",
- "%I",
- "%j",
- "%m",
- "%M",
- "%p",
- "%S",
- "%U",
- "%w",
- "%W",
- "%x",
- "%X",
- "%y",
- "%Y",
- "%z",
- "%%"
- ],
- "title": "Directive",
- "type": "string",
- "description": "A directive for formatting the time data."
- },
- "cast_to_datetime": {
- "default": true,
- "title": "Cast To Datetime",
- "type": "boolean",
- "description": "Whether to attempt casting `time_col` to datetime."
- },
- "format": {
- "default": "mixed",
- "title": "Format",
- "type": "string",
- "description": " If `cast_to_datetime=True`, the format to pass to `pd.to_datetime`\n when attempting to cast `time_col` to datetime. Defaults to \"mixed\".\n "
- }
- },
- "required": [
- "index_name",
- "time_col",
- "directive"
- ],
- "type": "object"
- },
- "Patrol Events Colormap": {
- "additionalProperties": false,
- "properties": {
- "input_column_name": {
- "title": "Input Column Name",
- "type": "string",
- "description": "The name of the column with categorical values."
- },
- "colormap": {
- "anyOf": [
- {
- "type": "string"
- },
- {
- "items": {
- "type": "string"
- },
- "type": "array"
- }
- ],
- "default": "viridis",
- "title": "Colormap",
- "description": "Either a named mpl.colormap or a list of string hex values."
- },
- "output_column_name": {
- "default": null,
- "title": "Output Column Name",
- "type": "string",
- "description": "The dataframe column that will contain the color values."
- }
- },
- "required": [
- "input_column_name"
- ],
- "type": "object"
- },
- "Create map layer from Patrol Events": {
- "additionalProperties": false,
- "properties": {
- "layer_style": {
- "anyOf": [
- {
- "$ref": "#/$defs/PolylineLayerStyle"
- },
- {
- "$ref": "#/$defs/PolygonLayerStyle"
- },
- {
- "$ref": "#/$defs/PointLayerStyle"
- }
- ],
- "title": "Layer Style",
- "description": "Style arguments for the layer."
- },
- "legend": {
- "allOf": [
- {
- "$ref": "#/$defs/LegendDefinition"
- }
- ],
- "default": null,
- "title": "Legend",
- "description": "If present, includes this layer in the map legend"
- }
- },
- "required": [
- "layer_style"
- ],
- "type": "object"
- },
- "Draw Ecomap from Time Density": {
- "additionalProperties": false,
- "properties": {
- "tile_layer": {
- "default": "",
- "title": "Tile Layer",
- "type": "string",
- "description": "A named tile layer, ie OpenStreetMap."
- },
- "static": {
- "default": false,
- "title": "Static",
- "type": "boolean",
- "description": "Set to true to disable map pan/zoom."
- },
- "title": {
- "default": "",
- "title": "Title",
- "type": "string",
- "description": "The map title."
- },
- "north_arrow_style": {
- "allOf": [
- {
- "$ref": "#/$defs/NorthArrowStyle"
- }
- ],
- "default": {
- "placement": "top-left",
- "style": {
- "transform": "scale(0.8)"
- }
- },
- "title": "North Arrow Style",
- "description": "Additional arguments for configuring the North Arrow."
- },
- "legend_style": {
- "allOf": [
- {
- "$ref": "#/$defs/LegendStyle"
- }
- ],
- "default": {
- "placement": "bottom-right"
- },
- "title": "Legend Style",
- "description": "Additional arguments for configuring the legend."
- }
- },
- "required": [],
- "type": "object"
- },
- "Persist Ecomap as Text": {
- "additionalProperties": false,
- "properties": {
- "filename": {
- "default": null,
- "title": "Filename",
- "type": "string",
- "description": " Optional filename to persist text to within the `root_path`.\n If not provided, a filename will be generated based on a hash of the text content.\n "
- }
- },
- "required": [],
- "type": "object"
- },
- "Create Time Density Map Widget": {
- "additionalProperties": false,
- "properties": {
- "title": {
- "title": "Title",
- "type": "string",
- "description": "The title of the widget"
- }
- },
- "required": [
- "title"
- ],
- "type": "object"
- },
- "Draw Time Series Bar Chart for Patrols Events": {
- "additionalProperties": false,
- "properties": {
- "x_axis": {
- "title": "X Axis",
- "type": "string",
- "description": "The dataframe column to plot in the x/time axis."
- },
- "y_axis": {
- "title": "Y Axis",
- "type": "string",
- "description": "The dataframe column to plot in the y axis."
- },
- "category": {
- "title": "Category",
- "type": "string",
- "description": "The dataframe column to stack in the y axis."
- },
- "agg_function": {
- "enum": [
- "count",
- "mean",
- "sum",
- "min",
- "max"
- ],
- "title": "Agg Function",
- "type": "string",
- "description": "The aggregate function to apply to the group."
- },
- "time_interval": {
- "enum": [
- "year",
- "month",
- "week",
- "day",
- "hour"
- ],
- "title": "Time Interval",
- "type": "string",
- "description": "Sets the time interval of the x axis."
- },
- "color_column": {
- "default": null,
- "title": "Color Column",
- "type": "string",
- "description": "The name of the dataframe column to color bars with."
- },
- "grouped_styles": {
- "default": [],
- "items": {
- "$ref": "#/$defs/GroupedPlotStyle"
- },
- "title": "Grouped Styles",
- "type": "array",
- "description": "Style arguments passed to plotly.graph_objects.Bar and applied to individual groups."
- },
- "plot_style": {
- "allOf": [
- {
- "$ref": "#/$defs/PlotStyle"
- }
- ],
- "default": null,
- "title": "Plot Style",
- "description": "Additional style kwargs passed to go.Bar()."
- },
- "layout_style": {
- "allOf": [
- {
- "$ref": "#/$defs/BarLayoutStyle"
- }
- ],
- "default": null,
- "title": "Layout Style",
- "description": "Additional kwargs passed to plotly.go.Figure(layout)."
- }
- },
- "required": [
- "x_axis",
- "y_axis",
- "category",
- "agg_function",
- "time_interval"
- ],
- "type": "object"
- },
- "Persist Patrols Bar Chart as Text": {
- "additionalProperties": false,
- "properties": {
- "filename": {
- "default": null,
- "title": "Filename",
- "type": "string",
- "description": " Optional filename to persist text to within the `root_path`.\n If not provided, a filename will be generated based on a hash of the text content.\n "
- }
- },
- "required": [],
- "type": "object"
- },
- "Create Plot Widget for Patrol Events": {
- "additionalProperties": false,
- "properties": {
- "title": {
- "title": "Title",
- "type": "string",
- "description": "The title of the widget"
- }
- },
- "required": [
- "title"
- ],
- "type": "object"
- },
- "Create Patrol Events Meshgrid": {
- "additionalProperties": false,
- "properties": {
- "cell_width": {
- "default": 5000,
- "title": "Cell Width",
- "type": "integer",
- "description": "The width of a grid cell in meters."
- },
- "cell_height": {
- "default": 5000,
- "title": "Cell Height",
- "type": "integer",
- "description": "The height of a grid cell in meters."
- },
- "intersecting_only": {
- "default": false,
- "title": "Intersecting Only",
- "type": "boolean",
- "description": "Whether to return only grid cells intersecting with the aoi."
- }
- },
- "required": [],
- "type": "object"
- },
- "Patrol Events Feature Density": {
- "additionalProperties": false,
- "properties": {
- "geometry_type": {
- "enum": [
- "point",
- "line"
- ],
- "title": "Geometry Type",
- "type": "string",
- "description": "The geometry type of the provided geodataframe"
- }
- },
- "required": [
- "geometry_type"
- ],
- "type": "object"
- },
- "Feature Density Colormap": {
- "additionalProperties": false,
- "properties": {
- "input_column_name": {
- "title": "Input Column Name",
- "type": "string",
- "description": "The name of the column with categorical values."
- },
- "colormap": {
- "anyOf": [
- {
- "type": "string"
- },
- {
- "items": {
- "type": "string"
- },
- "type": "array"
- }
- ],
- "default": "viridis",
- "title": "Colormap",
- "description": "Either a named mpl.colormap or a list of string hex values."
- },
- "output_column_name": {
- "default": null,
- "title": "Output Column Name",
- "type": "string",
- "description": "The dataframe column that will contain the color values."
- }
- },
- "required": [
- "input_column_name"
- ],
- "type": "object"
- },
- "Create map layer from Feature Density": {
- "additionalProperties": false,
- "properties": {
- "layer_style": {
- "anyOf": [
- {
- "$ref": "#/$defs/PolylineLayerStyle"
- },
- {
- "$ref": "#/$defs/PolygonLayerStyle"
- },
- {
- "$ref": "#/$defs/PointLayerStyle"
- }
- ],
- "title": "Layer Style",
- "description": "Style arguments for the layer."
- },
- "legend": {
- "allOf": [
- {
- "$ref": "#/$defs/LegendDefinition"
- }
- ],
- "default": null,
- "title": "Legend",
- "description": "If present, includes this layer in the map legend"
- }
- },
- "required": [
- "layer_style"
- ],
- "type": "object"
- },
- "Draw Ecomap from Feature Density": {
- "additionalProperties": false,
- "properties": {
- "tile_layer": {
- "default": "",
- "title": "Tile Layer",
- "type": "string",
- "description": "A named tile layer, ie OpenStreetMap."
- },
- "static": {
- "default": false,
- "title": "Static",
- "type": "boolean",
- "description": "Set to true to disable map pan/zoom."
- },
- "title": {
- "default": "",
- "title": "Title",
- "type": "string",
- "description": "The map title."
- },
- "north_arrow_style": {
- "allOf": [
- {
- "$ref": "#/$defs/NorthArrowStyle"
- }
- ],
- "default": {
- "placement": "top-left",
- "style": {
- "transform": "scale(0.8)"
- }
- },
- "title": "North Arrow Style",
- "description": "Additional arguments for configuring the North Arrow."
- },
- "legend_style": {
- "allOf": [
- {
- "$ref": "#/$defs/LegendStyle"
- }
- ],
- "default": {
- "placement": "bottom-right"
- },
- "title": "Legend Style",
- "description": "Additional arguments for configuring the legend."
- }
- },
- "required": [],
- "type": "object"
- },
- "Persist Feature Density Ecomap as Text": {
- "additionalProperties": false,
- "properties": {
- "filename": {
- "default": null,
- "title": "Filename",
- "type": "string",
- "description": " Optional filename to persist text to within the `root_path`.\n If not provided, a filename will be generated based on a hash of the text content.\n "
- }
- },
- "required": [],
- "type": "object"
- },
- "Create Feature Density Map Widget": {
- "additionalProperties": false,
- "properties": {
- "title": {
- "title": "Title",
- "type": "string",
- "description": "The title of the widget"
- }
- },
- "required": [
- "title"
- ],
- "type": "object"
- },
- "Split Patrol Events by Group": {
- "additionalProperties": false,
- "properties": {},
- "required": [],
- "type": "object"
- },
- "Create map layer from grouped Patrol Events": {
- "additionalProperties": false,
- "properties": {
- "layer_style": {
- "anyOf": [
- {
- "$ref": "#/$defs/PolylineLayerStyle"
- },
- {
- "$ref": "#/$defs/PolygonLayerStyle"
- },
- {
- "$ref": "#/$defs/PointLayerStyle"
- }
- ],
- "title": "Layer Style",
- "description": "Style arguments for the layer."
- },
- "legend": {
- "allOf": [
- {
- "$ref": "#/$defs/LegendDefinition"
- }
- ],
- "default": null,
- "title": "Legend",
- "description": "If present, includes this layer in the map legend"
- }
- },
- "required": [
- "layer_style"
- ],
- "type": "object"
- },
- "Draw Ecomap from grouped Patrol Events": {
- "additionalProperties": false,
- "properties": {
- "tile_layer": {
- "default": "",
- "title": "Tile Layer",
- "type": "string",
- "description": "A named tile layer, ie OpenStreetMap."
- },
- "static": {
- "default": false,
- "title": "Static",
- "type": "boolean",
- "description": "Set to true to disable map pan/zoom."
- },
- "title": {
- "default": "",
- "title": "Title",
- "type": "string",
- "description": "The map title."
- },
- "north_arrow_style": {
- "allOf": [
- {
- "$ref": "#/$defs/NorthArrowStyle"
- }
- ],
- "default": {
- "placement": "top-left",
- "style": {
- "transform": "scale(0.8)"
- }
- },
- "title": "North Arrow Style",
- "description": "Additional arguments for configuring the North Arrow."
- },
- "legend_style": {
- "allOf": [
- {
- "$ref": "#/$defs/LegendStyle"
- }
- ],
- "default": {
- "placement": "bottom-right"
- },
- "title": "Legend Style",
- "description": "Additional arguments for configuring the legend."
- }
- },
- "required": [],
- "type": "object"
- },
- "Persist grouped Patrol Events Ecomap as Text": {
- "additionalProperties": false,
- "properties": {
- "filename": {
- "default": null,
- "title": "Filename",
- "type": "string",
- "description": " Optional filename to persist text to within the `root_path`.\n If not provided, a filename will be generated based on a hash of the text content.\n "
- }
- },
- "required": [],
- "type": "object"
- },
- "Create grouped Patrol Events Map Widget": {
- "additionalProperties": false,
- "properties": {
- "title": {
- "title": "Title",
- "type": "string",
- "description": "The title of the widget"
- }
- },
- "required": [
- "title"
- ],
- "type": "object"
- },
- "Merge Patrol Events Map Widget Views": {
- "additionalProperties": false,
- "properties": {},
- "required": [],
- "type": "object"
- },
- "Draw Pie Chart for Patrols Events": {
- "additionalProperties": false,
- "properties": {
- "value_column": {
- "title": "Value Column",
- "type": "string",
- "description": "The name of the dataframe column to pull slice values from."
- },
- "label_column": {
- "default": null,
- "title": "Label Column",
- "type": "string",
- "description": "The name of the dataframe column to label slices with, required if the data in value_column is numeric."
- },
- "color_column": {
- "default": null,
- "title": "Color Column",
- "type": "string",
- "description": "The name of the dataframe column to color slices with."
- },
- "plot_style": {
- "allOf": [
- {
- "$ref": "#/$defs/PlotStyle"
- }
- ],
- "default": null,
- "title": "Plot Style",
- "description": "Additional style kwargs passed to go.Pie()."
- },
- "layout_style": {
- "allOf": [
- {
- "$ref": "#/$defs/LayoutStyle"
- }
- ],
- "default": null,
- "title": "Layout Style",
- "description": "Additional kwargs passed to plotly.go.Figure(layout)."
- }
- },
- "required": [
- "value_column"
- ],
- "type": "object"
- },
- "Persist Patrols Pie Chart as Text": {
- "additionalProperties": false,
- "properties": {
- "filename": {
- "default": null,
- "title": "Filename",
- "type": "string",
- "description": " Optional filename to persist text to within the `root_path`.\n If not provided, a filename will be generated based on a hash of the text content.\n "
- }
- },
- "required": [],
- "type": "object"
- },
- "Merge Pie Chart Widget Views": {
- "additionalProperties": false,
- "properties": {},
- "required": [],
- "type": "object"
- },
- "Grouped Patrol Events Feature Density": {
- "additionalProperties": false,
- "properties": {
- "geometry_type": {
- "enum": [
- "point",
- "line"
- ],
- "title": "Geometry Type",
- "type": "string",
- "description": "The geometry type of the provided geodataframe"
- }
- },
- "required": [
- "geometry_type"
- ],
- "type": "object"
- },
- "Grouped Feature Density Colormap": {
- "additionalProperties": false,
- "properties": {
- "input_column_name": {
- "title": "Input Column Name",
- "type": "string",
- "description": "The name of the column with categorical values."
- },
- "colormap": {
- "anyOf": [
- {
- "type": "string"
- },
- {
- "items": {
- "type": "string"
- },
- "type": "array"
- }
- ],
- "default": "viridis",
- "title": "Colormap",
- "description": "Either a named mpl.colormap or a list of string hex values."
- },
- "output_column_name": {
- "default": null,
- "title": "Output Column Name",
- "type": "string",
- "description": "The dataframe column that will contain the color values."
- }
- },
- "required": [
- "input_column_name"
- ],
- "type": "object"
- },
- "Merge Feature Density Widget Views": {
- "additionalProperties": false,
- "properties": {},
- "required": [],
- "type": "object"
- },
- "Create Dashboard with Patrol Map Widgets": {
- "additionalProperties": false,
- "properties": {
- "title": {
- "title": "Title",
- "type": "string",
- "description": "The title of the dashboard"
- },
- "description": {
- "title": "Description",
- "type": "string",
- "description": "The description of the dashboard"
- }
- },
- "required": [
- "title",
- "description"
- ],
- "type": "object"
- }
- },
- "$defs": {
- "Grouper": {
- "properties": {
- "index_name": {
- "title": "Index Name",
- "type": "string"
- },
- "display_name": {
- "default": null,
- "title": "Display Name",
- "type": "string"
- },
- "help_text": {
- "default": null,
- "title": "Help Text",
- "type": "string"
- }
- },
- "required": [
- "index_name"
- ],
- "title": "Grouper",
- "type": "object"
- },
- "Coordinate": {
- "properties": {
- "x": {
- "title": "X",
- "type": "number"
- },
- "y": {
- "title": "Y",
- "type": "number"
- }
- },
- "required": [
- "x",
- "y"
- ],
- "title": "Coordinate",
- "type": "object"
- },
- "LegendDefinition": {
- "properties": {
- "label_column": {
- "title": "Label Column",
- "type": "string"
- },
- "color_column": {
- "title": "Color Column",
- "type": "string"
- }
- },
- "required": [
- "label_column",
- "color_column"
- ],
- "title": "LegendDefinition",
- "type": "object"
- },
- "PointLayerStyle": {
- "properties": {
- "auto_highlight": {
- "default": false,
- "title": "Auto Highlight",
- "type": "boolean"
- },
- "opacity": {
- "default": 1,
- "title": "Opacity",
- "type": "number"
- },
- "pickable": {
- "default": true,
- "title": "Pickable",
- "type": "boolean"
- },
- "filled": {
- "default": true,
- "title": "Filled",
- "type": "boolean"
- },
- "get_fill_color": {
- "anyOf": [
- {
- "type": "string"
- },
- {
- "items": {
- "type": "integer"
- },
- "type": "array"
- },
- {
- "items": {
- "items": {
- "type": "integer"
- },
- "type": "array"
- },
- "type": "array"
- },
- {
- "type": "null"
- }
- ],
- "default": null,
- "title": "Get Fill Color"
- },
- "get_line_color": {
- "anyOf": [
- {
- "type": "string"
- },
- {
- "items": {
- "type": "integer"
- },
- "type": "array"
- },
- {
- "items": {
- "items": {
- "type": "integer"
- },
- "type": "array"
- },
- "type": "array"
- },
- {
- "type": "null"
- }
- ],
- "default": null,
- "title": "Get Line Color"
- },
- "get_line_width": {
- "default": 1,
- "title": "Get Line Width",
- "type": "number"
- },
- "fill_color_column": {
- "anyOf": [
- {
- "type": "string"
- },
- {
- "type": "null"
- }
- ],
- "default": null,
- "title": "Fill Color Column"
- },
- "line_width_units": {
- "default": "pixels",
- "enum": [
- "meters",
- "pixels"
- ],
- "title": "Line Width Units",
- "type": "string"
- },
- "layer_type": {
- "const": "point",
- "default": "point",
- "enum": [
- "point"
- ],
- "title": "Layer Type",
- "type": "string"
- },
- "get_radius": {
- "default": 1,
- "title": "Get Radius",
- "type": "number"
- },
- "radius_units": {
- "default": "pixels",
- "enum": [
- "meters",
- "pixels"
- ],
- "title": "Radius Units",
- "type": "string"
- }
- },
- "title": "PointLayerStyle",
- "type": "object"
- },
- "PolygonLayerStyle": {
- "properties": {
- "auto_highlight": {
- "default": false,
- "title": "Auto Highlight",
- "type": "boolean"
- },
- "opacity": {
- "default": 1,
- "title": "Opacity",
- "type": "number"
- },
- "pickable": {
- "default": true,
- "title": "Pickable",
- "type": "boolean"
- },
- "filled": {
- "default": true,
- "title": "Filled",
- "type": "boolean"
- },
- "get_fill_color": {
- "anyOf": [
- {
- "type": "string"
- },
- {
- "items": {
- "type": "integer"
- },
- "type": "array"
- },
- {
- "items": {
- "items": {
- "type": "integer"
- },
- "type": "array"
- },
- "type": "array"
- },
- {
- "type": "null"
- }
- ],
- "default": null,
- "title": "Get Fill Color"
- },
- "get_line_color": {
- "anyOf": [
- {
- "type": "string"
- },
- {
- "items": {
- "type": "integer"
- },
- "type": "array"
- },
- {
- "items": {
- "items": {
- "type": "integer"
- },
- "type": "array"
- },
- "type": "array"
- },
- {
- "type": "null"
- }
- ],
- "default": null,
- "title": "Get Line Color"
- },
- "get_line_width": {
- "default": 1,
- "title": "Get Line Width",
- "type": "number"
- },
- "fill_color_column": {
- "anyOf": [
- {
- "type": "string"
- },
- {
- "type": "null"
- }
- ],
- "default": null,
- "title": "Fill Color Column"
- },
- "line_width_units": {
- "default": "pixels",
- "enum": [
- "meters",
- "pixels"
- ],
- "title": "Line Width Units",
- "type": "string"
- },
- "layer_type": {
- "const": "polygon",
- "default": "polygon",
- "enum": [
- "polygon"
- ],
- "title": "Layer Type",
- "type": "string"
- },
- "extruded": {
- "default": false,
- "title": "Extruded",
- "type": "boolean"
- },
- "get_elevation": {
- "default": 1000,
- "title": "Get Elevation",
- "type": "number"
- }
- },
- "title": "PolygonLayerStyle",
- "type": "object"
- },
- "PolylineLayerStyle": {
- "properties": {
- "auto_highlight": {
- "default": false,
- "title": "Auto Highlight",
- "type": "boolean"
- },
- "opacity": {
- "default": 1,
- "title": "Opacity",
- "type": "number"
- },
- "pickable": {
- "default": true,
- "title": "Pickable",
- "type": "boolean"
- },
- "layer_type": {
- "const": "polyline",
- "default": "polyline",
- "enum": [
- "polyline"
- ],
- "title": "Layer Type",
- "type": "string"
- },
- "get_color": {
- "anyOf": [
- {
- "type": "string"
- },
- {
- "items": {
- "type": "integer"
- },
- "type": "array"
- },
- {
- "items": {
- "items": {
- "type": "integer"
- },
- "type": "array"
- },
- "type": "array"
- },
- {
- "type": "null"
- }
- ],
- "default": null,
- "title": "Get Color"
- },
- "get_width": {
- "default": 1,
- "title": "Get Width",
- "type": "number"
- },
- "color_column": {
- "anyOf": [
- {
- "type": "string"
- },
- {
- "type": "null"
- }
- ],
- "default": null,
- "title": "Color Column"
- },
- "width_units": {
- "default": "pixels",
- "enum": [
- "meters",
- "pixels"
- ],
- "title": "Width Units",
- "type": "string"
- },
- "cap_rounded": {
- "default": true,
- "title": "Cap Rounded",
- "type": "boolean"
- }
- },
- "title": "PolylineLayerStyle",
- "type": "object"
- },
- "LayerDefinition": {
- "properties": {
- "geodataframe": {
- "title": "Geodataframe",
- "type": "ecoscope_workflows.annotations.DataFrame"
- },
- "layer_style": {
- "discriminator": {
- "mapping": {
- "point": "#/$defs/PointLayerStyle",
- "polygon": "#/$defs/PolygonLayerStyle",
- "polyline": "#/$defs/PolylineLayerStyle"
- },
- "propertyName": "layer_type"
- },
- "oneOf": [
- {
- "$ref": "#/$defs/PolylineLayerStyle"
- },
- {
- "$ref": "#/$defs/PointLayerStyle"
- },
- {
- "$ref": "#/$defs/PolygonLayerStyle"
- }
- ],
- "title": "Layer Style"
- },
- "legend": {
- "$ref": "#/$defs/LegendDefinition"
- }
- },
- "required": [
- "geodataframe",
- "layer_style",
- "legend"
- ],
- "title": "LayerDefinition",
- "type": "object"
- },
- "LegendStyle": {
- "properties": {
- "placement": {
- "default": "bottom-right",
- "enum": [
- "top-left",
- "top-right",
- "bottom-left",
- "bottom-right",
- "fill"
- ],
- "title": "Placement",
- "type": "string"
- }
- },
- "title": "LegendStyle",
- "type": "object"
- },
- "NorthArrowStyle": {
- "properties": {
- "placement": {
- "default": "top-left",
- "enum": [
- "top-left",
- "top-right",
- "bottom-left",
- "bottom-right",
- "fill"
- ],
- "title": "Placement",
- "type": "string"
- },
- "style": {
- "default": {
- "transform": "scale(0.8)"
- },
- "title": "Style",
- "type": "object"
- }
- },
- "title": "NorthArrowStyle",
- "type": "object"
- },
- "BarLayoutStyle": {
- "properties": {
- "font_color": {
- "default": null,
- "title": "Font Color",
- "type": "string"
- },
- "font_style": {
- "default": null,
- "title": "Font Style",
- "type": "string"
- },
- "plot_bgcolor": {
- "default": null,
- "title": "Plot Bgcolor",
- "type": "string"
- },
- "showlegend": {
- "default": null,
- "title": "Showlegend",
- "type": "boolean"
- },
- "bargap": {
- "default": null,
- "maximum": 1.0,
- "minimum": 0.0,
- "title": "Bargap",
- "type": "number"
- },
- "bargroupgap": {
- "default": null,
- "maximum": 1.0,
- "minimum": 0.0,
- "title": "Bargroupgap",
- "type": "number"
- }
- },
- "title": "BarLayoutStyle",
- "type": "object"
- },
- "GroupedPlotStyle": {
- "properties": {
- "category": {
- "title": "Category",
- "type": "string"
- },
- "plot_style": {
- "$ref": "#/$defs/PlotCategoryStyle"
- }
- },
- "required": [
- "category",
- "plot_style"
- ],
- "title": "GroupedPlotStyle",
- "type": "object"
- },
- "LineStyle": {
- "properties": {
- "color": {
- "default": null,
- "title": "Color",
- "type": "string"
- }
- },
- "title": "LineStyle",
- "type": "object"
- },
- "PlotCategoryStyle": {
- "properties": {
- "marker_color": {
- "default": null,
- "title": "Marker Color",
- "type": "string"
- }
- },
- "title": "PlotCategoryStyle",
- "type": "object"
- },
- "PlotStyle": {
- "properties": {
- "xperiodalignment": {
- "default": null,
- "title": "Xperiodalignment",
- "type": "string"
- },
- "marker_colors": {
- "default": null,
- "items": {
- "type": "string"
- },
- "title": "Marker Colors",
- "type": "array"
- },
- "textinfo": {
- "default": null,
- "title": "Textinfo",
- "type": "string"
- },
- "line": {
- "allOf": [
- {
- "$ref": "#/$defs/LineStyle"
- }
- ],
- "default": null,
- "title": "Line"
- }
- },
- "title": "PlotStyle",
- "type": "object"
- },
- "WidgetSingleView": {
- "properties": {
- "widget_type": {
- "enum": [
- "plot",
- "map",
- "text",
- "single_value"
- ],
- "title": "Widget Type",
- "type": "string"
- },
- "title": {
- "title": "Title",
- "type": "string"
- },
- "data": {
- "anyOf": [
- {
- "format": "path",
- "type": "string"
- },
- {
- "format": "uri",
- "minLength": 1,
- "type": "string"
- },
- {
- "type": "string"
- },
- {
- "type": "integer"
- },
- {
- "type": "number"
- }
- ],
- "title": "Data"
- },
- "view": {
- "anyOf": [
- {
- "items": {
- "maxItems": 3,
- "minItems": 3,
- "prefixItems": [
- {
- "type": "string"
- },
- {
- "const": "=",
- "enum": [
- "="
- ],
- "type": "string"
- },
- {
- "type": "string"
- }
- ],
- "type": "array"
- },
- "type": "array"
- },
- {
- "type": "null"
- }
- ],
- "default": null,
- "title": "View"
- }
- },
- "required": [
- "widget_type",
- "title",
- "data"
- ],
- "title": "WidgetSingleView",
- "type": "object"
- },
- "LayoutStyle": {
- "properties": {
- "font_color": {
- "default": null,
- "title": "Font Color",
- "type": "string"
- },
- "font_style": {
- "default": null,
- "title": "Font Style",
- "type": "string"
- },
- "plot_bgcolor": {
- "default": null,
- "title": "Plot Bgcolor",
- "type": "string"
- },
- "showlegend": {
- "default": null,
- "title": "Showlegend",
- "type": "boolean"
- }
- },
- "title": "LayoutStyle",
- "type": "object"
- },
- "GroupedWidget": {
- "properties": {
- "widget_type": {
- "enum": [
- "plot",
- "map",
- "text",
- "single_value"
- ],
- "title": "Widget Type",
- "type": "string"
- },
- "title": {
- "title": "Title",
- "type": "string"
- },
- "views": {
- "additionalProperties": {
- "anyOf": [
- {
- "format": "path",
- "type": "string"
- },
- {
- "format": "uri",
- "minLength": 1,
- "type": "string"
- },
- {
- "type": "string"
- },
- {
- "type": "integer"
- },
- {
- "type": "number"
- }
- ]
- },
- "title": "Views",
- "type": "object"
- }
- },
- "required": [
- "widget_type",
- "title",
- "views"
- ],
- "title": "GroupedWidget",
- "type": "object"
- }
- }
-}
diff --git a/examples/params/patrol_events_params_fillable.yaml b/examples/params/patrol_events_params_fillable.yaml
deleted file mode 100644
index 33ccfcf3b..000000000
--- a/examples/params/patrol_events_params_fillable.yaml
+++ /dev/null
@@ -1,199 +0,0 @@
-# Parameters for 'Set Groupers' using task `set_groupers`.
-groupers:
- groupers: # (list[ecoscope_workflows.tasks.groupby._groupby.Grouper], FieldInfo(annotation=NoneType, required=True, description=' Index(es) and/or column(s) to group by, along with\n optional display names and help text.\n '))
-
-# Parameters for 'Get Patrol Events from EarthRanger' using task `get_patrol_events`.
-patrol_events:
- client: # (, BeforeValidator(func=>), WithJsonSchema(json_schema={'type': 'string', 'description': 'A named EarthRanger connection.'}, mode=None))
- since: # (, FieldInfo(annotation=NoneType, required=True, description='Start date'))
- until: # (, FieldInfo(annotation=NoneType, required=True, description='End date'))
- patrol_type: # (list[str], FieldInfo(annotation=NoneType, required=True, description='list of UUID of patrol types'))
- status: # (list[str], FieldInfo(annotation=NoneType, required=True, description="list of 'scheduled'/'active'/'overdue'/'done'/'cancelled'"))
-
-# Parameters for 'Apply Relocation Coordinate Filter' using task `apply_reloc_coord_filter`.
-filter_patrol_events:
- min_x: # (, FieldInfo(annotation=NoneType, required=False, default=-180.0))
- max_x: # (, FieldInfo(annotation=NoneType, required=False, default=180.0))
- min_y: # (, FieldInfo(annotation=NoneType, required=False, default=-90.0))
- max_y: # (, FieldInfo(annotation=NoneType, required=False, default=90.0))
- filter_point_coords: # (list[ecoscope_workflows.tasks.transformation._filtering.Coordinate], FieldInfo(annotation=NoneType, required=False, default=[Coordinate(x=0.0, y=0.0)]))
-
-# Parameters for 'Add temporal index to Patrol Events' using task `add_temporal_index`.
-pe_add_temporal_index:
- index_name: # (, FieldInfo(annotation=NoneType, required=True, description='A name for the new index which will be added.'))
- time_col: # (, FieldInfo(annotation=NoneType, required=True, description='Name of existing column containing time data.'))
- directive: # (typing.Literal['%a', '%A', '%b', '%B', '%c', '%d', '%f', '%H', '%I', '%j', '%m', '%M', '%p', '%S', '%U', '%w', '%W', '%x', '%X', '%y', '%Y', '%z', '%%'], FieldInfo(annotation=NoneType, required=True, description='A directive for formatting the time data.'))
- cast_to_datetime: # (, FieldInfo(annotation=NoneType, required=True, description='Whether to attempt casting `time_col` to datetime.'))
- format: # (, FieldInfo(annotation=NoneType, required=True, description=' If `cast_to_datetime=True`, the format to pass to `pd.to_datetime`\n when attempting to cast `time_col` to datetime. Defaults to "mixed".\n '))
-
-# Parameters for 'Patrol Events Colormap' using task `apply_color_map`.
-pe_colormap:
- input_column_name: # (, FieldInfo(annotation=NoneType, required=True, description='The name of the column with categorical values.'))
- colormap: # (str | list[str], FieldInfo(annotation=NoneType, required=True, description='Either a named mpl.colormap or a list of string hex values.'))
- output_column_name: # (typing.Union[str, typing.Annotated[NoneType, SkipJsonSchema()]], FieldInfo(annotation=NoneType, required=True, description='The dataframe column that will contain the color values.'))
-
-# Parameters for 'Create map layer from Patrol Events' using task `create_map_layer`.
-pe_map_layer:
- layer_style: # (ecoscope_workflows.tasks.results._ecomap.PolylineLayerStyle | ecoscope_workflows.tasks.results._ecomap.PolygonLayerStyle | ecoscope_workflows.tasks.results._ecomap.PointLayerStyle, FieldInfo(annotation=NoneType, required=True, description='Style arguments for the layer.'))
- legend: # (typing.Union[ecoscope_workflows.tasks.results._ecomap.LegendDefinition, typing.Annotated[NoneType, SkipJsonSchema()]], FieldInfo(annotation=NoneType, required=True, description='If present, includes this layer in the map legend'))
-
-# Parameters for 'Draw Ecomap from Time Density' using task `draw_ecomap`.
-pe_ecomap:
- tile_layer: # (, FieldInfo(annotation=NoneType, required=True, description='A named tile layer, ie OpenStreetMap.'))
- static: # (, FieldInfo(annotation=NoneType, required=True, description='Set to true to disable map pan/zoom.'))
- title: # (, FieldInfo(annotation=NoneType, required=True, description='The map title.'))
- north_arrow_style: # (typing.Union[ecoscope_workflows.tasks.results._ecomap.NorthArrowStyle, typing.Annotated[NoneType, SkipJsonSchema()]], FieldInfo(annotation=NoneType, required=True, description='Additional arguments for configuring the North Arrow.'))
- legend_style: # (typing.Union[ecoscope_workflows.tasks.results._ecomap.LegendStyle, typing.Annotated[NoneType, SkipJsonSchema()]], FieldInfo(annotation=NoneType, required=True, description='Additional arguments for configuring the legend.'))
-
-# Parameters for 'Persist Ecomap as Text' using task `persist_text`.
-pe_ecomap_html_url:
- filename: # (typing.Union[str, typing.Annotated[NoneType, SkipJsonSchema()]], FieldInfo(annotation=NoneType, required=True, description=' Optional filename to persist text to within the `root_path`.\n If not provided, a filename will be generated based on a hash of the text content.\n '))
-
-# Parameters for 'Create Time Density Map Widget' using task `create_map_widget_single_view`.
-pe_map_widget:
- title: # (, FieldInfo(annotation=NoneType, required=True, description='The title of the widget'))
- view: # (tuple[tuple[str, typing.Literal['='], str], ...] | None, FieldInfo(annotation=NoneType, required=True, description='If grouped, the view of the widget', exclude=True))
-
-# Parameters for 'Draw Time Series Bar Chart for Patrols Events' using task `draw_time_series_bar_chart`.
-pe_bar_chart:
- x_axis: # (, FieldInfo(annotation=NoneType, required=True, description='The dataframe column to plot in the x/time axis.'))
- y_axis: # (, FieldInfo(annotation=NoneType, required=True, description='The dataframe column to plot in the y axis.'))
- category: # (, FieldInfo(annotation=NoneType, required=True, description='The dataframe column to stack in the y axis.'))
- agg_function: # (typing.Literal['count', 'mean', 'sum', 'min', 'max'], FieldInfo(annotation=NoneType, required=True, description='The aggregate function to apply to the group.'))
- time_interval: # (typing.Literal['year', 'month', 'week', 'day', 'hour'], FieldInfo(annotation=NoneType, required=True, description='Sets the time interval of the x axis.'))
- color_column: # (typing.Union[str, typing.Annotated[NoneType, SkipJsonSchema()]], FieldInfo(annotation=NoneType, required=True, description='The name of the dataframe column to color bars with.'))
- grouped_styles: # (list[ecoscope_workflows.tasks.results._ecoplot.GroupedPlotStyle], FieldInfo(annotation=NoneType, required=True, description='Style arguments passed to plotly.graph_objects.Bar and applied to individual groups.'))
- plot_style: # (typing.Union[ecoscope_workflows.tasks.results._ecoplot.PlotStyle, typing.Annotated[NoneType, SkipJsonSchema()]], FieldInfo(annotation=NoneType, required=True, description='Additional style kwargs passed to go.Bar().'))
- layout_style: # (typing.Union[ecoscope_workflows.tasks.results._ecoplot.BarLayoutStyle, typing.Annotated[NoneType, SkipJsonSchema()]], FieldInfo(annotation=NoneType, required=True, description='Additional kwargs passed to plotly.go.Figure(layout).'))
-
-# Parameters for 'Persist Patrols Bar Chart as Text' using task `persist_text`.
-pe_bar_chart_html_url:
- filename: # (typing.Union[str, typing.Annotated[NoneType, SkipJsonSchema()]], FieldInfo(annotation=NoneType, required=True, description=' Optional filename to persist text to within the `root_path`.\n If not provided, a filename will be generated based on a hash of the text content.\n '))
-
-# Parameters for 'Create Plot Widget for Patrol Events' using task `create_plot_widget_single_view`.
-pe_bar_chart_widget:
- title: # (, FieldInfo(annotation=NoneType, required=True, description='The title of the widget'))
- view: # (tuple[tuple[str, typing.Literal['='], str], ...] | None, FieldInfo(annotation=NoneType, required=True, description='If grouped, the view of the widget', exclude=True))
-
-# Parameters for 'Create Patrol Events Meshgrid' using task `create_meshgrid`.
-pe_meshgrid:
- cell_width: # (, FieldInfo(annotation=NoneType, required=True, description='The width of a grid cell in meters.'))
- cell_height: # (, FieldInfo(annotation=NoneType, required=True, description='The height of a grid cell in meters.'))
- intersecting_only: # (, FieldInfo(annotation=NoneType, required=True, description='Whether to return only grid cells intersecting with the aoi.'))
-
-# Parameters for 'Patrol Events Feature Density' using task `calculate_feature_density`.
-pe_feature_density:
- geometry_type: # (typing.Literal['point', 'line'], FieldInfo(annotation=NoneType, required=True, description='The geometry type of the provided geodataframe'))
-
-# Parameters for 'Feature Density Colormap' using task `apply_color_map`.
-fd_colormap:
- input_column_name: # (, FieldInfo(annotation=NoneType, required=True, description='The name of the column with categorical values.'))
- colormap: # (str | list[str], FieldInfo(annotation=NoneType, required=True, description='Either a named mpl.colormap or a list of string hex values.'))
- output_column_name: # (typing.Union[str, typing.Annotated[NoneType, SkipJsonSchema()]], FieldInfo(annotation=NoneType, required=True, description='The dataframe column that will contain the color values.'))
-
-# Parameters for 'Create map layer from Feature Density' using task `create_map_layer`.
-fd_map_layer:
- layer_style: # (ecoscope_workflows.tasks.results._ecomap.PolylineLayerStyle | ecoscope_workflows.tasks.results._ecomap.PolygonLayerStyle | ecoscope_workflows.tasks.results._ecomap.PointLayerStyle, FieldInfo(annotation=NoneType, required=True, description='Style arguments for the layer.'))
- legend: # (typing.Union[ecoscope_workflows.tasks.results._ecomap.LegendDefinition, typing.Annotated[NoneType, SkipJsonSchema()]], FieldInfo(annotation=NoneType, required=True, description='If present, includes this layer in the map legend'))
-
-# Parameters for 'Draw Ecomap from Feature Density' using task `draw_ecomap`.
-fd_ecomap:
- tile_layer: # (, FieldInfo(annotation=NoneType, required=True, description='A named tile layer, ie OpenStreetMap.'))
- static: # (, FieldInfo(annotation=NoneType, required=True, description='Set to true to disable map pan/zoom.'))
- title: # (, FieldInfo(annotation=NoneType, required=True, description='The map title.'))
- north_arrow_style: # (typing.Union[ecoscope_workflows.tasks.results._ecomap.NorthArrowStyle, typing.Annotated[NoneType, SkipJsonSchema()]], FieldInfo(annotation=NoneType, required=True, description='Additional arguments for configuring the North Arrow.'))
- legend_style: # (typing.Union[ecoscope_workflows.tasks.results._ecomap.LegendStyle, typing.Annotated[NoneType, SkipJsonSchema()]], FieldInfo(annotation=NoneType, required=True, description='Additional arguments for configuring the legend.'))
-
-# Parameters for 'Persist Feature Density Ecomap as Text' using task `persist_text`.
-fd_ecomap_html_url:
- filename: # (typing.Union[str, typing.Annotated[NoneType, SkipJsonSchema()]], FieldInfo(annotation=NoneType, required=True, description=' Optional filename to persist text to within the `root_path`.\n If not provided, a filename will be generated based on a hash of the text content.\n '))
-
-# Parameters for 'Create Feature Density Map Widget' using task `create_map_widget_single_view`.
-fd_map_widget:
- title: # (, FieldInfo(annotation=NoneType, required=True, description='The title of the widget'))
- view: # (tuple[tuple[str, typing.Literal['='], str], ...] | None, FieldInfo(annotation=NoneType, required=True, description='If grouped, the view of the widget', exclude=True))
-
-# Parameters for 'Split Patrol Events by Group' using task `split_groups`.
-split_patrol_event_groups:
-
-# Parameters for 'Create map layer from grouped Patrol Events' using task `create_map_layer`.
-grouped_pe_map_layer:
- layer_style: # (ecoscope_workflows.tasks.results._ecomap.PolylineLayerStyle | ecoscope_workflows.tasks.results._ecomap.PolygonLayerStyle | ecoscope_workflows.tasks.results._ecomap.PointLayerStyle, FieldInfo(annotation=NoneType, required=True, description='Style arguments for the layer.'))
- legend: # (typing.Union[ecoscope_workflows.tasks.results._ecomap.LegendDefinition, typing.Annotated[NoneType, SkipJsonSchema()]], FieldInfo(annotation=NoneType, required=True, description='If present, includes this layer in the map legend'))
-
-# Parameters for 'Draw Ecomap from grouped Patrol Events' using task `draw_ecomap`.
-grouped_pe_ecomap:
- tile_layer: # (, FieldInfo(annotation=NoneType, required=True, description='A named tile layer, ie OpenStreetMap.'))
- static: # (, FieldInfo(annotation=NoneType, required=True, description='Set to true to disable map pan/zoom.'))
- title: # (, FieldInfo(annotation=NoneType, required=True, description='The map title.'))
- north_arrow_style: # (typing.Union[ecoscope_workflows.tasks.results._ecomap.NorthArrowStyle, typing.Annotated[NoneType, SkipJsonSchema()]], FieldInfo(annotation=NoneType, required=True, description='Additional arguments for configuring the North Arrow.'))
- legend_style: # (typing.Union[ecoscope_workflows.tasks.results._ecomap.LegendStyle, typing.Annotated[NoneType, SkipJsonSchema()]], FieldInfo(annotation=NoneType, required=True, description='Additional arguments for configuring the legend.'))
-
-# Parameters for 'Persist grouped Patrol Events Ecomap as Text' using task `persist_text`.
-grouped_pe_ecomap_html_url:
- filename: # (typing.Union[str, typing.Annotated[NoneType, SkipJsonSchema()]], FieldInfo(annotation=NoneType, required=True, description=' Optional filename to persist text to within the `root_path`.\n If not provided, a filename will be generated based on a hash of the text content.\n '))
-
-# Parameters for 'Create grouped Patrol Events Map Widget' using task `create_map_widget_single_view`.
-grouped_pe_map_widget:
- title: # (, FieldInfo(annotation=NoneType, required=True, description='The title of the widget'))
-
-# Parameters for 'Merge Patrol Events Map Widget Views' using task `merge_widget_views`.
-grouped_pe_map_widget_merge:
-
-# Parameters for 'Draw Pie Chart for Patrols Events' using task `draw_pie_chart`.
-grouped_pe_pie_chart:
- value_column: # (, FieldInfo(annotation=NoneType, required=True, description='The name of the dataframe column to pull slice values from.'))
- label_column: # (typing.Union[str, typing.Annotated[NoneType, SkipJsonSchema()]], FieldInfo(annotation=NoneType, required=True, description='The name of the dataframe column to label slices with, required if the data in value_column is numeric.'))
- color_column: # (typing.Union[str, typing.Annotated[NoneType, SkipJsonSchema()]], FieldInfo(annotation=NoneType, required=True, description='The name of the dataframe column to color slices with.'))
- plot_style: # (typing.Union[ecoscope_workflows.tasks.results._ecoplot.PlotStyle, typing.Annotated[NoneType, SkipJsonSchema()]], FieldInfo(annotation=NoneType, required=True, description='Additional style kwargs passed to go.Pie().'))
- layout_style: # (typing.Union[ecoscope_workflows.tasks.results._ecoplot.LayoutStyle, typing.Annotated[NoneType, SkipJsonSchema()]], FieldInfo(annotation=NoneType, required=True, description='Additional kwargs passed to plotly.go.Figure(layout).'))
-
-# Parameters for 'Persist Patrols Pie Chart as Text' using task `persist_text`.
-grouped_pe_pie_chart_html_urls:
- filename: # (typing.Union[str, typing.Annotated[NoneType, SkipJsonSchema()]], FieldInfo(annotation=NoneType, required=True, description=' Optional filename to persist text to within the `root_path`.\n If not provided, a filename will be generated based on a hash of the text content.\n '))
-
-# Parameters for 'Create Plot Widget for Patrol Events' using task `create_plot_widget_single_view`.
-grouped_pe_pie_chart_widgets:
- title: # (, FieldInfo(annotation=NoneType, required=True, description='The title of the widget'))
-
-# Parameters for 'Merge Pie Chart Widget Views' using task `merge_widget_views`.
-grouped_pe_pie_widget_merge:
-
-# Parameters for 'Grouped Patrol Events Feature Density' using task `calculate_feature_density`.
-grouped_pe_feature_density:
- geometry_type: # (typing.Literal['point', 'line'], FieldInfo(annotation=NoneType, required=True, description='The geometry type of the provided geodataframe'))
-
-# Parameters for 'Grouped Feature Density Colormap' using task `apply_color_map`.
-grouped_fd_colormap:
- input_column_name: # (, FieldInfo(annotation=NoneType, required=True, description='The name of the column with categorical values.'))
- colormap: # (str | list[str], FieldInfo(annotation=NoneType, required=True, description='Either a named mpl.colormap or a list of string hex values.'))
- output_column_name: # (typing.Union[str, typing.Annotated[NoneType, SkipJsonSchema()]], FieldInfo(annotation=NoneType, required=True, description='The dataframe column that will contain the color values.'))
-
-# Parameters for 'Create map layer from Feature Density' using task `create_map_layer`.
-grouped_fd_map_layer:
- layer_style: # (ecoscope_workflows.tasks.results._ecomap.PolylineLayerStyle | ecoscope_workflows.tasks.results._ecomap.PolygonLayerStyle | ecoscope_workflows.tasks.results._ecomap.PointLayerStyle, FieldInfo(annotation=NoneType, required=True, description='Style arguments for the layer.'))
- legend: # (typing.Union[ecoscope_workflows.tasks.results._ecomap.LegendDefinition, typing.Annotated[NoneType, SkipJsonSchema()]], FieldInfo(annotation=NoneType, required=True, description='If present, includes this layer in the map legend'))
-
-# Parameters for 'Draw Ecomap from Feature Density' using task `draw_ecomap`.
-grouped_fd_ecomap:
- tile_layer: # (, FieldInfo(annotation=NoneType, required=True, description='A named tile layer, ie OpenStreetMap.'))
- static: # (, FieldInfo(annotation=NoneType, required=True, description='Set to true to disable map pan/zoom.'))
- title: # (, FieldInfo(annotation=NoneType, required=True, description='The map title.'))
- north_arrow_style: # (typing.Union[ecoscope_workflows.tasks.results._ecomap.NorthArrowStyle, typing.Annotated[NoneType, SkipJsonSchema()]], FieldInfo(annotation=NoneType, required=True, description='Additional arguments for configuring the North Arrow.'))
- legend_style: # (typing.Union[ecoscope_workflows.tasks.results._ecomap.LegendStyle, typing.Annotated[NoneType, SkipJsonSchema()]], FieldInfo(annotation=NoneType, required=True, description='Additional arguments for configuring the legend.'))
-
-# Parameters for 'Persist Feature Density Ecomap as Text' using task `persist_text`.
-grouped_fd_ecomap_html_url:
- filename: # (typing.Union[str, typing.Annotated[NoneType, SkipJsonSchema()]], FieldInfo(annotation=NoneType, required=True, description=' Optional filename to persist text to within the `root_path`.\n If not provided, a filename will be generated based on a hash of the text content.\n '))
-
-# Parameters for 'Create Feature Density Map Widget' using task `create_map_widget_single_view`.
-grouped_fd_map_widget:
- title: # (, FieldInfo(annotation=NoneType, required=True, description='The title of the widget'))
-
-# Parameters for 'Merge Feature Density Widget Views' using task `merge_widget_views`.
-grouped_fd_map_widget_merge:
-
-# Parameters for 'Create Dashboard with Patrol Map Widgets' using task `gather_dashboard`.
-patrol_dashboard:
- title: # (, FieldInfo(annotation=NoneType, required=True, description='The title of the dashboard'))
- description: # (, FieldInfo(annotation=NoneType, required=True, description='The description of the dashboard'))
diff --git a/examples/params/patrol_workflow_params.yaml b/examples/params/patrol_workflow_params.yaml
deleted file mode 100644
index f8f7202f9..000000000
--- a/examples/params/patrol_workflow_params.yaml
+++ /dev/null
@@ -1,268 +0,0 @@
-# Parameters for 'Set Groupers' using task `set_groupers`.
-groupers:
- groupers: # (list[ecoscope_workflows.tasks.groupby._groupby.Grouper], FieldInfo(annotation=NoneType, required=True, description=' Index(es) and/or column(s) to group by, along with\n optional display names and help text.\n '))
- - index_name: "month"
- display_name: "Month"
- help_text: "The month in which the patrol began or the event was updated."
-
-# Parameters for 'Get Patrol Observations from EarthRanger' using task `get_patrol_observations`.
-patrol_obs:
- client: "mep_dev" # (, BeforeValidator(func=>), WithJsonSchema(json_schema={'type': 'string', 'description': 'A named EarthRanger connection.'}, mode=None))
- since: "2011-01-01" # (, FieldInfo(annotation=NoneType, required=True, description='Start date'))
- until: "2023-01-01" # (, FieldInfo(annotation=NoneType, required=True, description='End date'))
- patrol_type: ["0ef3bf48-b44c-4a4e-a145-7ab2e38c9a57"] # (, FieldInfo(annotation=NoneType, required=False, default=None, description='Comma-separated list of type of patrol UUID'))
- include_patrol_details: True # (, FieldInfo(annotation=NoneType, required=False, default=False, description='Include patrol details'))
- status: ["done"]
-
-# Parameters for 'Transform Observations to Relocations' using task `process_relocations`.
-patrol_reloc:
- filter_point_coords:
- - x: 180.0
- y: 90.0
- - x: 0.0
- y: 0.0
- relocs_columns: [
- "patrol_id",
- "patrol_start_time",
- "patrol_end_time",
- "patrol_type__display",
- "groupby_col",
- "fixtime",
- "junk_status",
- "extra__source",
- "geometry",
- ] # (list[str], FieldInfo(annotation=NoneType, required=True))
-
-# Parameters for 'Transform Relocations to Trajectories' using task `relocations_to_trajectory`.
-patrol_traj:
- min_length_meters: 0.001 # (, FieldInfo(annotation=NoneType, required=True))
- max_length_meters: 10000 # (, FieldInfo(annotation=NoneType, required=True))
- max_time_secs: 3600 # (, FieldInfo(annotation=NoneType, required=True))
- min_time_secs: 1 # (, FieldInfo(annotation=NoneType, required=True))
- max_speed_kmhr: 120 # (, FieldInfo(annotation=NoneType, required=True))
- min_speed_kmhr: 0.0 # (, FieldInfo(annotation=NoneType, required=True))
-
-# Parameters for 'Add temporal index to Patrol Trajectories' using task `add_temporal_index`.
-traj_add_temporal_index:
- index_name: "month" # (, FieldInfo(annotation=NoneType, required=True, description='A name for the new index which will be added.'))
- time_col: "extra__patrol_start_time" # (, FieldInfo(annotation=NoneType, required=True, description='Name of existing column containing time data.'))
- directive: "%B" # (typing.Literal['%a', '%A', '%b', '%B', '%c', '%d', '%f', '%H', '%I', '%j', '%m', '%M', '%p', '%S', '%U', '%w', '%W', '%x', '%X', '%y', '%Y', '%z', '%%'], FieldInfo(annotation=NoneType, required=True, description='A directive for formatting the time data.'))
-
-# Parameters for 'Split Patrol Trajectories by Group' using task `split_groups`.
-split_patrol_traj_groups: {}
-
-# Parameters for 'Create map layer for each Patrol Trajectories group' using task `create_map_layer`.
-patrol_traj_map_layers:
- layer_style:
- layer_type: "polyline"
-
-# Parameters for 'Persist Ecomap as Text' using task `persist_text`.
-patrol_traj_ecomap_html_url: {}
-
-# Parameters for 'Create Map Widget for Patrols' using task `create_map_widget_single_view`.
-patrol_traj_map_widget:
- title: "Patrol Trajectory Map" # (, FieldInfo(annotation=NoneType, required=True, description='The title of the widget'))
-
-# Parameters for 'Get Patrol Events from EarthRanger' using task `get_patrol_events`.
-patrol_events:
- client: "mep_dev" # (, BeforeValidator(func=>), WithJsonSchema(json_schema={'type': 'string', 'description': 'A named EarthRanger connection.'}, mode=None))
- since: "2011-01-01" # (, FieldInfo(annotation=NoneType, required=True, description='Start date'))
- until: "2023-01-01" # (, FieldInfo(annotation=NoneType, required=True, description='End date'))
- patrol_type: [
- "804c75f0-ed55-4bf5-b6fc-1aaf166bcf84",
- "fde19413-cb55-443e-9be6-d10e4a48c668",
- "0ef3bf48-b44c-4a4e-a145-7ab2e38c9a57",
- ] # (, FieldInfo(annotation=NoneType, required=False, default=None, description='Comma-separated list of type of patrol UUID'))
- status: ["active", "done"]
-
-# Parameters for 'Apply Relocation Coordinate Filter' using task `apply_reloc_coord_filter`.
-filter_patrol_events:
- max_y: 0.0 # (, FieldInfo(annotation=NoneType, required=False, default=90.0))
- filter_point_coords:
- - x: 180.0
- y: 90.0
- - x: 0.0
- y: 0.0
-
-# Parameters for 'Add temporal index to Patrol Events' using task `add_temporal_index`.
-pe_add_temporal_index:
- index_name: "month" # (, FieldInfo(annotation=NoneType, required=True, description='A name for the new index which will be added.'))
- time_col: "updated_at" # (, FieldInfo(annotation=NoneType, required=True, description='Name of existing column containing time data.'))
- directive: "%B" # (typing.Literal['%a', '%A', '%b', '%B', '%c', '%d', '%f', '%H', '%I', '%j', '%m', '%M', '%p', '%S', '%U', '%w', '%W', '%x', '%X', '%y', '%Y', '%z', '%%'], FieldInfo(annotation=NoneType, required=True, description='A directive for formatting the time data.'))
-
-# Parameters for 'Split Patrol Events by Group' using task `split_groups`.
-split_pe_groups: {}
-
-# Parameters for 'Create map layers for each Patrols Events group' using task `create_map_layer`.
-patrol_events_map_layers:
- layer_style:
- layer_type: "point"
-
-# Parameters for 'Combine Trajectories and Patrol Events layers' using task `groupbykey`.
-combined_traj_and_pe_map_layers: {}
-
-# Parameters for 'Draw Ecomaps for each combined Trajectory and Patrol Events group' using task `draw_ecomap`.
-traj_patrol_events_ecomap:
- tile_layer: "OpenStreetMap" # (str, FieldInfo(annotation=NoneType, required=False))
- static: False # (, FieldInfo(annotation=NoneType, required=False))
- title: "Trajectories & Patrol Events" # (, FieldInfo(annotation=NoneType, required=False))
-
-# Parameters for 'Persist Patrols Ecomap as Text' using task `persist_text`.
-traj_pe_ecomap_html_urls: {}
-
-# Parameters for 'Create Map Widget for Patrol Events' using task `create_map_widget_single_view`.
-traj_pe_map_widgets_single_views:
- title: "Trajectories & Patrol Events Map" # (, FieldInfo(annotation=NoneType, required=True, description='The title of the widget'))
-
-# Parameters for 'Merge EcoMap Widget Views' using task `merge_widget_views`.
-traj_pe_grouped_map_widget: {}
-
-# Parameters for 'Calculate Total Patrols Per Group' using task `dataframe_column_nunique`.
-total_patrols:
- column_name: "extra__patrol_id" # (, FieldInfo(annotation=NoneType, required=True, description='Column to aggregate'))
-
-# Parameters for 'Create Single Value Widgets for Total Patrols Per Group' using task `create_single_value_widget_single_view`.
-total_patrols_sv_widgets:
- title: "Total Patrols" # (, FieldInfo(annotation=NoneType, required=True, description='The title of the widget'))
-
-# Parameters for 'Merge per group Total Patrols SV widgets into one Grouped Widget' using task `merge_widget_views`.
-total_patrols_grouped_sv_widget: {}
-
-# Parameters for 'Calculate Total Patrol Time Per Group' using task `dataframe_column_sum`.
-total_patrol_time:
- column_name: "timespan_seconds" # (, FieldInfo(annotation=NoneType, required=True, description='Column to aggregate'))
-
-# Parameters for 'Convert total patrol time units' using task `apply_arithmetic_operation`.
-total_patrol_time_converted:
- b: 3600 # (float | int, FieldInfo(annotation=NoneType, required=True, description='The second number'))
- operation: divide # (typing.Literal['add', 'subtract', 'multiply', 'divide', 'floor_divide', 'modulo', 'power'], FieldInfo(annotation=NoneType, required=True, description='The arithmetic operation to apply'))
-
-# Parameters for 'Create Single Value Widgets for Total Patrol Time Per Group' using task `create_single_value_widget_single_view`.
-total_patrol_time_sv_widgets:
- title: "Total Time" # (, FieldInfo(annotation=NoneType, required=True, description='The title of the widget'))
-
-# Parameters for 'Merge per group Total Patrol Per Group SV widgets' using task `merge_widget_views`.
-patrol_time_grouped_widget: {}
-
-# Parameters for 'Calculate Total Distance Per Group' using task `dataframe_column_sum`.
-total_patrol_dist:
- column_name: "dist_meters" # (, FieldInfo(annotation=NoneType, required=True, description='Column to aggregate'))
-
-# Parameters for 'Convert total patrol distance units' using task `apply_arithmetic_operation`.
-total_patrol_dist_converted:
- b: 1000 # (float | int, FieldInfo(annotation=NoneType, required=True, description='The second number'))
- operation: divide # (typing.Literal['add', 'subtract', 'multiply', 'divide', 'floor_divide', 'modulo', 'power'], FieldInfo(annotation=NoneType, required=True, description='The arithmetic operation to apply'))
-
-# Parameters for 'Create Single Value Widgets for Total Distance Per Group' using task `create_single_value_widget_single_view`.
-total_patrol_dist_sv_widgets:
- title: "Total Distance" # (, FieldInfo(annotation=NoneType, required=True, description='The title of the widget'))
-
-# Parameters for 'Merge per group Total Patrol Per Group SV widgets' using task `merge_widget_views`.
-patrol_dist_grouped_widget: {}
-
-# Parameters for 'Calculate Average Speed Per Group' using task `dataframe_column_mean`.
-avg_speed:
- column_name: "speed_kmhr" # (, FieldInfo(annotation=NoneType, required=True, description='Column to aggregate'))
-
-# Parameters for 'Create Single Value Widgets for Avg Speed Per Group' using task `create_single_value_widget_single_view`.
-avg_speed_sv_widgets:
- title: "Average Speed" # (, FieldInfo(annotation=NoneType, required=True, description='The title of the widget'))
-
-# Parameters for 'Merge per group Avg Speed SV widgets' using task `merge_widget_views`.
-avg_speed_grouped_widget: {}
-
-# Parameters for 'Calculate Max Speed Per Group' using task `dataframe_column_max`.
-max_speed:
- column_name: "speed_kmhr" # (, FieldInfo(annotation=NoneType, required=True, description='Column to aggregate'))
-
-# Parameters for 'Create Single Value Widgets for Max Speed Per Group' using task `create_single_value_widget_single_view`.
-max_speed_sv_widgets:
- title: "Max Speed" # (, FieldInfo(annotation=NoneType, required=True, description='The title of the widget'))
-
-# Parameters for 'Merge per group Max Speed SV widgets' using task `merge_widget_views`.
-max_speed_grouped_widget: {}
-
-# Parameters for 'Draw Time Series Bar Chart for Patrols Events' using task `draw_time_series_bar_chart`.
-patrol_events_bar_chart:
- x_axis: "updated_at" # (, FieldInfo(annotation=NoneType, required=True, description='The dataframe column to plot in the x axis.'))
- y_axis: "event_type" # (, FieldInfo(annotation=NoneType, required=True, description='The dataframe column to plot in the y axis.'))
- category: "event_type" # (, FieldInfo(annotation=NoneType, required=True, description='The dataframe column to stack in the y axis.'))
- agg_function: "count" # (typing.Literal['count', 'mean', 'sum', 'min', 'max'], FieldInfo(annotation=NoneType, required=True, description='The aggregate function to apply to the group.'))
- time_interval: "month" # (typing.Literal['year', 'month', 'week', 'day', 'hour'], FieldInfo(annotation=NoneType, required=True, description='Sets the time interval of the x axis.'))
- grouped_styles:
- - category: "wildlife_sighting_rep"
- plot_style:
- marker_color: "#3e35a3"
- - category: "fence_rep"
- plot_style:
- marker_color: "#ff9600"
- - category: "radio_rep"
- plot_style:
- marker_color: "#b62879"
- - category: "rainfall_rep"
- plot_style:
- marker_color: "#f04564"
- - category: "traffic_rep"
- plot_style:
- marker_color: "#3089ff"
- - category: "fire_rep"
- plot_style:
- marker_color: "#8c1700"
- plot_style:
- xperiodalignment: "middle"
-
-# Parameters for 'Persist Patrols Bar Chart as Text' using task `persist_text`.
-patrol_events_bar_chart_html_url: {}
-
-# Parameters for 'Create Plot Widget for Patrol Events' using task `create_plot_widget_single_view`.
-patrol_events_bar_chart_widget:
- title: "Patrol Events Bar Chart" # (, FieldInfo(annotation=NoneType, required=True, description='The title of the widget'))
-
-# Parameters for 'Draw Pie Chart for Patrols Events' using task `draw_pie_chart`.
-patrol_events_pie_chart:
- value_column: "event_type" # (, FieldInfo(annotation=NoneType, required=True, description='The name of the dataframe column to pull slice values from.'))
- plot_style:
- textinfo: "value"
-
-# Parameters for 'Persist Patrols Pie Chart as Text' using task `persist_text`.
-pe_pie_chart_html_urls: {}
-
-# Parameters for 'Create Plot Widget for Patrol Events' using task `create_plot_widget_single_view`.
-patrol_events_pie_chart_widgets:
- title: "Patrol Events Pie Chart" # (, FieldInfo(annotation=NoneType, required=True, description='The title of the widget'))
-
-# Parameters for 'Merge Pie Chart Widget Views' using task `merge_widget_views`.
-patrol_events_pie_widget_grouped: {}
-
-# Parameters for 'Calculate Time Density from Trajectory' using task `calculate_time_density`.
-td:
- pixel_size: 250.0 # (, FieldInfo(annotation=NoneType, required=False, default=250.0, description='Pixel size for raster profile.'))
- crs: "ESRI:102022" # (, FieldInfo(annotation=NoneType, required=False, default='ESRI:102022'))
- nodata_value: "nan" # (, FieldInfo(annotation=NoneType, required=False, default=nan, metadata=[_PydanticGeneralMetadata(allow_inf_nan=True)]))
- band_count: 1 # (, FieldInfo(annotation=NoneType, required=False, default=1))
- max_speed_factor: 1.05 # (, FieldInfo(annotation=NoneType, required=False, default=1.05))
- expansion_factor: 1.3 # (, FieldInfo(annotation=NoneType, required=False, default=1.3))
- percentiles: [50.0, 60.0, 70.0, 80.0, 90.0, 95.0] # (list[float], FieldInfo(annotation=NoneType, required=False, default=[50.0, 60.0, 70.0, 80.0, 90.0, 95.0]))
-
-# Parameters for 'Create map layer from Time Density' using task `create_map_layer`.
-td_map_layer:
- layer_style:
- layer_type: "polygon"
-
-# Parameters for 'Draw Ecomap from Time Density' using task `draw_ecomap`.
-td_ecomap:
- tile_layer: OpenStreetMap # (str, FieldInfo(annotation=NoneType, required=False))
- static: False # (, FieldInfo(annotation=NoneType, required=False))
- title: "Great Map" # (, FieldInfo(annotation=NoneType, required=False))
-
-# Parameters for 'Persist Ecomap as Text' using task `persist_text`.
-td_ecomap_html_url: {}
-
-# Parameters for 'Create Time Density Map Widget' using task `create_map_widget_single_view`.
-td_map_widget:
- title: "Time Density Map" # (, FieldInfo(annotation=NoneType, required=True, description='The title of the widget'))
-
-# Parameters for 'Create Dashboard with Patrol Map Widget' using task `gather_dashboard`.
-patrol_dashboard:
- title: "Patrols Dashboard"
- description: "A dashboard for visualizing patrol trajectories, patrols events, and time density."
diff --git a/examples/params/patrol_workflow_params_fillable.json b/examples/params/patrol_workflow_params_fillable.json
deleted file mode 100644
index d217bc40b..000000000
--- a/examples/params/patrol_workflow_params_fillable.json
+++ /dev/null
@@ -1,1882 +0,0 @@
-{
- "title": "Ecoscope Workflow Configurations Form",
- "properties": {
- "Set Groupers": {
- "additionalProperties": false,
- "properties": {
- "groupers": {
- "items": {
- "$ref": "#/$defs/Grouper"
- },
- "title": "Groupers",
- "type": "array",
- "description": " Index(es) and/or column(s) to group by, along with\n optional display names and help text.\n "
- }
- },
- "required": [
- "groupers"
- ],
- "type": "object"
- },
- "Get Patrol Observations from EarthRanger": {
- "additionalProperties": false,
- "properties": {
- "client": {
- "description": "A named EarthRanger connection.",
- "title": "Client",
- "type": "string"
- },
- "since": {
- "title": "Since",
- "type": "string",
- "description": "Start date"
- },
- "until": {
- "title": "Until",
- "type": "string",
- "description": "End date"
- },
- "patrol_type": {
- "items": {
- "type": "string"
- },
- "title": "Patrol Type",
- "type": "array",
- "description": "list of UUID of patrol types"
- },
- "status": {
- "items": {
- "enum": [
- "active",
- "overdue",
- "done",
- "cancelled"
- ],
- "type": "string"
- },
- "title": "Status",
- "type": "array",
- "description": "list of 'scheduled'/'active'/'overdue'/'done'/'cancelled'"
- },
- "include_patrol_details": {
- "default": false,
- "title": "Include Patrol Details",
- "type": "boolean",
- "description": "Include patrol details"
- }
- },
- "required": [
- "client",
- "since",
- "until",
- "patrol_type",
- "status"
- ],
- "type": "object"
- },
- "Transform Observations to Relocations": {
- "additionalProperties": false,
- "properties": {
- "filter_point_coords": {
- "items": {
- "$ref": "#/$defs/Coordinate"
- },
- "title": "Filter Point Coords",
- "type": "array"
- },
- "relocs_columns": {
- "items": {
- "type": "string"
- },
- "title": "Relocs Columns",
- "type": "array"
- }
- },
- "required": [
- "filter_point_coords",
- "relocs_columns"
- ],
- "type": "object"
- },
- "Transform Relocations to Trajectories": {
- "additionalProperties": false,
- "properties": {
- "min_length_meters": {
- "default": 0.1,
- "title": "Min Length Meters",
- "type": "number"
- },
- "max_length_meters": {
- "default": 10000,
- "title": "Max Length Meters",
- "type": "number"
- },
- "max_time_secs": {
- "default": 3600,
- "title": "Max Time Secs",
- "type": "number"
- },
- "min_time_secs": {
- "default": 1,
- "title": "Min Time Secs",
- "type": "number"
- },
- "max_speed_kmhr": {
- "default": 120,
- "title": "Max Speed Kmhr",
- "type": "number"
- },
- "min_speed_kmhr": {
- "default": 0.0,
- "title": "Min Speed Kmhr",
- "type": "number"
- }
- },
- "required": [],
- "type": "object"
- },
- "Add temporal index to Patrol Trajectories": {
- "additionalProperties": false,
- "properties": {
- "index_name": {
- "title": "Index Name",
- "type": "string",
- "description": "A name for the new index which will be added."
- },
- "time_col": {
- "title": "Time Col",
- "type": "string",
- "description": "Name of existing column containing time data."
- },
- "directive": {
- "enum": [
- "%a",
- "%A",
- "%b",
- "%B",
- "%c",
- "%d",
- "%f",
- "%H",
- "%I",
- "%j",
- "%m",
- "%M",
- "%p",
- "%S",
- "%U",
- "%w",
- "%W",
- "%x",
- "%X",
- "%y",
- "%Y",
- "%z",
- "%%"
- ],
- "title": "Directive",
- "type": "string",
- "description": "A directive for formatting the time data."
- },
- "cast_to_datetime": {
- "default": true,
- "title": "Cast To Datetime",
- "type": "boolean",
- "description": "Whether to attempt casting `time_col` to datetime."
- },
- "format": {
- "default": "mixed",
- "title": "Format",
- "type": "string",
- "description": " If `cast_to_datetime=True`, the format to pass to `pd.to_datetime`\n when attempting to cast `time_col` to datetime. Defaults to \"mixed\".\n "
- }
- },
- "required": [
- "index_name",
- "time_col",
- "directive"
- ],
- "type": "object"
- },
- "Split Patrol Trajectories by Group": {
- "additionalProperties": false,
- "properties": {},
- "required": [],
- "type": "object"
- },
- "Create map layer for each Patrol Trajectories group": {
- "additionalProperties": false,
- "properties": {
- "layer_style": {
- "anyOf": [
- {
- "$ref": "#/$defs/PolylineLayerStyle"
- },
- {
- "$ref": "#/$defs/PolygonLayerStyle"
- },
- {
- "$ref": "#/$defs/PointLayerStyle"
- }
- ],
- "title": "Layer Style",
- "description": "Style arguments for the layer."
- },
- "legend": {
- "allOf": [
- {
- "$ref": "#/$defs/LegendDefinition"
- }
- ],
- "default": null,
- "title": "Legend",
- "description": "If present, includes this layer in the map legend"
- }
- },
- "required": [
- "layer_style"
- ],
- "type": "object"
- },
- "Get Patrol Events from EarthRanger": {
- "additionalProperties": false,
- "properties": {
- "client": {
- "description": "A named EarthRanger connection.",
- "title": "Client",
- "type": "string"
- },
- "since": {
- "title": "Since",
- "type": "string",
- "description": "Start date"
- },
- "until": {
- "title": "Until",
- "type": "string",
- "description": "End date"
- },
- "patrol_type": {
- "items": {
- "type": "string"
- },
- "title": "Patrol Type",
- "type": "array",
- "description": "list of UUID of patrol types"
- },
- "status": {
- "items": {
- "type": "string"
- },
- "title": "Status",
- "type": "array",
- "description": "list of 'scheduled'/'active'/'overdue'/'done'/'cancelled'"
- }
- },
- "required": [
- "client",
- "since",
- "until",
- "patrol_type",
- "status"
- ],
- "type": "object"
- },
- "Apply Relocation Coordinate Filter": {
- "additionalProperties": false,
- "properties": {
- "min_x": {
- "default": -180.0,
- "title": "Min X",
- "type": "number"
- },
- "max_x": {
- "default": 180.0,
- "title": "Max X",
- "type": "number"
- },
- "min_y": {
- "default": -90.0,
- "title": "Min Y",
- "type": "number"
- },
- "max_y": {
- "default": 90.0,
- "title": "Max Y",
- "type": "number"
- },
- "filter_point_coords": {
- "default": [
- {
- "x": 0.0,
- "y": 0.0
- }
- ],
- "items": {
- "$ref": "#/$defs/Coordinate"
- },
- "title": "Filter Point Coords",
- "type": "array"
- }
- },
- "required": [],
- "type": "object"
- },
- "Add temporal index to Patrol Events": {
- "additionalProperties": false,
- "properties": {
- "index_name": {
- "title": "Index Name",
- "type": "string",
- "description": "A name for the new index which will be added."
- },
- "time_col": {
- "title": "Time Col",
- "type": "string",
- "description": "Name of existing column containing time data."
- },
- "directive": {
- "enum": [
- "%a",
- "%A",
- "%b",
- "%B",
- "%c",
- "%d",
- "%f",
- "%H",
- "%I",
- "%j",
- "%m",
- "%M",
- "%p",
- "%S",
- "%U",
- "%w",
- "%W",
- "%x",
- "%X",
- "%y",
- "%Y",
- "%z",
- "%%"
- ],
- "title": "Directive",
- "type": "string",
- "description": "A directive for formatting the time data."
- },
- "cast_to_datetime": {
- "default": true,
- "title": "Cast To Datetime",
- "type": "boolean",
- "description": "Whether to attempt casting `time_col` to datetime."
- },
- "format": {
- "default": "mixed",
- "title": "Format",
- "type": "string",
- "description": " If `cast_to_datetime=True`, the format to pass to `pd.to_datetime`\n when attempting to cast `time_col` to datetime. Defaults to \"mixed\".\n "
- }
- },
- "required": [
- "index_name",
- "time_col",
- "directive"
- ],
- "type": "object"
- },
- "Split Patrol Events by Group": {
- "additionalProperties": false,
- "properties": {},
- "required": [],
- "type": "object"
- },
- "Create map layers for each Patrols Events group": {
- "additionalProperties": false,
- "properties": {
- "layer_style": {
- "anyOf": [
- {
- "$ref": "#/$defs/PolylineLayerStyle"
- },
- {
- "$ref": "#/$defs/PolygonLayerStyle"
- },
- {
- "$ref": "#/$defs/PointLayerStyle"
- }
- ],
- "title": "Layer Style",
- "description": "Style arguments for the layer."
- },
- "legend": {
- "allOf": [
- {
- "$ref": "#/$defs/LegendDefinition"
- }
- ],
- "default": null,
- "title": "Legend",
- "description": "If present, includes this layer in the map legend"
- }
- },
- "required": [
- "layer_style"
- ],
- "type": "object"
- },
- "Combine Trajectories and Patrol Events layers": {
- "additionalProperties": false,
- "properties": {},
- "required": [],
- "type": "object"
- },
- "Draw Ecomaps for each combined Trajectory and Patrol Events group": {
- "additionalProperties": false,
- "properties": {
- "tile_layer": {
- "default": "",
- "title": "Tile Layer",
- "type": "string",
- "description": "A named tile layer, ie OpenStreetMap."
- },
- "static": {
- "default": false,
- "title": "Static",
- "type": "boolean",
- "description": "Set to true to disable map pan/zoom."
- },
- "title": {
- "default": "",
- "title": "Title",
- "type": "string",
- "description": "The map title."
- },
- "north_arrow_style": {
- "allOf": [
- {
- "$ref": "#/$defs/NorthArrowStyle"
- }
- ],
- "default": {
- "placement": "top-left",
- "style": {
- "transform": "scale(0.8)"
- }
- },
- "title": "North Arrow Style",
- "description": "Additional arguments for configuring the North Arrow."
- },
- "legend_style": {
- "allOf": [
- {
- "$ref": "#/$defs/LegendStyle"
- }
- ],
- "default": {
- "placement": "bottom-right"
- },
- "title": "Legend Style",
- "description": "Additional arguments for configuring the legend."
- }
- },
- "required": [],
- "type": "object"
- },
- "Persist Patrols Ecomap as Text": {
- "additionalProperties": false,
- "properties": {
- "filename": {
- "default": null,
- "title": "Filename",
- "type": "string",
- "description": " Optional filename to persist text to within the `root_path`.\n If not provided, a filename will be generated based on a hash of the text content.\n "
- }
- },
- "required": [],
- "type": "object"
- },
- "Create Map Widgets for Patrol Events": {
- "additionalProperties": false,
- "properties": {
- "title": {
- "title": "Title",
- "type": "string",
- "description": "The title of the widget"
- }
- },
- "required": [
- "title"
- ],
- "type": "object"
- },
- "Merge EcoMap Widget Views": {
- "additionalProperties": false,
- "properties": {},
- "required": [],
- "type": "object"
- },
- "Calculate Total Patrols Per Group": {
- "additionalProperties": false,
- "properties": {
- "column_name": {
- "title": "Column Name",
- "type": "string",
- "description": "Column to aggregate"
- }
- },
- "required": [
- "column_name"
- ],
- "type": "object"
- },
- "Create Single Value Widgets for Total Patrols Per Group": {
- "additionalProperties": false,
- "properties": {
- "title": {
- "title": "Title",
- "type": "string",
- "description": "The title of the widget"
- }
- },
- "required": [
- "title"
- ],
- "type": "object"
- },
- "Merge per group Total Patrols SV widgets": {
- "additionalProperties": false,
- "properties": {},
- "required": [],
- "type": "object"
- },
- "Calculate Total Patrol Time Per Group": {
- "additionalProperties": false,
- "properties": {
- "column_name": {
- "title": "Column Name",
- "type": "string",
- "description": "Column to aggregate"
- }
- },
- "required": [
- "column_name"
- ],
- "type": "object"
- },
- "Convert total patrol time units": {
- "additionalProperties": false,
- "properties": {
- "b": {
- "anyOf": [
- {
- "type": "number"
- },
- {
- "type": "integer"
- }
- ],
- "title": "B",
- "description": "The second number"
- },
- "operation": {
- "enum": [
- "add",
- "subtract",
- "multiply",
- "divide",
- "floor_divide",
- "modulo",
- "power"
- ],
- "title": "Operation",
- "type": "string",
- "description": "The arithmetic operation to apply"
- }
- },
- "required": [
- "b",
- "operation"
- ],
- "type": "object"
- },
- "Create Single Value Widgets for Total Patrol Time Per Group": {
- "additionalProperties": false,
- "properties": {
- "title": {
- "title": "Title",
- "type": "string",
- "description": "The title of the widget"
- }
- },
- "required": [
- "title"
- ],
- "type": "object"
- },
- "Merge per group Total Patrol Time SV widgets": {
- "additionalProperties": false,
- "properties": {},
- "required": [],
- "type": "object"
- },
- "Calculate Total Distance Per Group": {
- "additionalProperties": false,
- "properties": {
- "column_name": {
- "title": "Column Name",
- "type": "string",
- "description": "Column to aggregate"
- }
- },
- "required": [
- "column_name"
- ],
- "type": "object"
- },
- "Convert total patrol distance units": {
- "additionalProperties": false,
- "properties": {
- "b": {
- "anyOf": [
- {
- "type": "number"
- },
- {
- "type": "integer"
- }
- ],
- "title": "B",
- "description": "The second number"
- },
- "operation": {
- "enum": [
- "add",
- "subtract",
- "multiply",
- "divide",
- "floor_divide",
- "modulo",
- "power"
- ],
- "title": "Operation",
- "type": "string",
- "description": "The arithmetic operation to apply"
- }
- },
- "required": [
- "b",
- "operation"
- ],
- "type": "object"
- },
- "Create Single Value Widgets for Total Distance Per Group": {
- "additionalProperties": false,
- "properties": {
- "title": {
- "title": "Title",
- "type": "string",
- "description": "The title of the widget"
- }
- },
- "required": [
- "title"
- ],
- "type": "object"
- },
- "Merge per group Total Patrol Distance SV widgets": {
- "additionalProperties": false,
- "properties": {},
- "required": [],
- "type": "object"
- },
- "Calculate Average Speed Per Group": {
- "additionalProperties": false,
- "properties": {
- "column_name": {
- "title": "Column Name",
- "type": "string",
- "description": "Column to aggregate"
- }
- },
- "required": [
- "column_name"
- ],
- "type": "object"
- },
- "Create Single Value Widgets for Avg Speed Per Group": {
- "additionalProperties": false,
- "properties": {
- "title": {
- "title": "Title",
- "type": "string",
- "description": "The title of the widget"
- }
- },
- "required": [
- "title"
- ],
- "type": "object"
- },
- "Merge per group Avg Speed SV widgets": {
- "additionalProperties": false,
- "properties": {},
- "required": [],
- "type": "object"
- },
- "Calculate Max Speed Per Group": {
- "additionalProperties": false,
- "properties": {
- "column_name": {
- "title": "Column Name",
- "type": "string",
- "description": "Column to aggregate"
- }
- },
- "required": [
- "column_name"
- ],
- "type": "object"
- },
- "Create Single Value Widgets for Max Speed Per Group": {
- "additionalProperties": false,
- "properties": {
- "title": {
- "title": "Title",
- "type": "string",
- "description": "The title of the widget"
- }
- },
- "required": [
- "title"
- ],
- "type": "object"
- },
- "Merge per group Max Speed SV widgets": {
- "additionalProperties": false,
- "properties": {},
- "required": [],
- "type": "object"
- },
- "Draw Time Series Bar Chart for Patrols Events": {
- "additionalProperties": false,
- "properties": {
- "x_axis": {
- "title": "X Axis",
- "type": "string",
- "description": "The dataframe column to plot in the x/time axis."
- },
- "y_axis": {
- "title": "Y Axis",
- "type": "string",
- "description": "The dataframe column to plot in the y axis."
- },
- "category": {
- "title": "Category",
- "type": "string",
- "description": "The dataframe column to stack in the y axis."
- },
- "agg_function": {
- "enum": [
- "count",
- "mean",
- "sum",
- "min",
- "max"
- ],
- "title": "Agg Function",
- "type": "string",
- "description": "The aggregate function to apply to the group."
- },
- "time_interval": {
- "enum": [
- "year",
- "month",
- "week",
- "day",
- "hour"
- ],
- "title": "Time Interval",
- "type": "string",
- "description": "Sets the time interval of the x axis."
- },
- "color_column": {
- "default": null,
- "title": "Color Column",
- "type": "string",
- "description": "The name of the dataframe column to color bars with."
- },
- "grouped_styles": {
- "default": [],
- "items": {
- "$ref": "#/$defs/GroupedPlotStyle"
- },
- "title": "Grouped Styles",
- "type": "array",
- "description": "Style arguments passed to plotly.graph_objects.Bar and applied to individual groups."
- },
- "plot_style": {
- "allOf": [
- {
- "$ref": "#/$defs/PlotStyle"
- }
- ],
- "default": null,
- "title": "Plot Style",
- "description": "Additional style kwargs passed to go.Bar()."
- },
- "layout_style": {
- "allOf": [
- {
- "$ref": "#/$defs/BarLayoutStyle"
- }
- ],
- "default": null,
- "title": "Layout Style",
- "description": "Additional kwargs passed to plotly.go.Figure(layout)."
- }
- },
- "required": [
- "x_axis",
- "y_axis",
- "category",
- "agg_function",
- "time_interval"
- ],
- "type": "object"
- },
- "Persist Patrols Bar Chart as Text": {
- "additionalProperties": false,
- "properties": {
- "filename": {
- "default": null,
- "title": "Filename",
- "type": "string",
- "description": " Optional filename to persist text to within the `root_path`.\n If not provided, a filename will be generated based on a hash of the text content.\n "
- }
- },
- "required": [],
- "type": "object"
- },
- "Create Plot Widget for Patrol Events": {
- "additionalProperties": false,
- "properties": {
- "title": {
- "title": "Title",
- "type": "string",
- "description": "The title of the widget"
- }
- },
- "required": [
- "title"
- ],
- "type": "object"
- },
- "Draw Pie Chart for Patrols Events": {
- "additionalProperties": false,
- "properties": {
- "value_column": {
- "title": "Value Column",
- "type": "string",
- "description": "The name of the dataframe column to pull slice values from."
- },
- "label_column": {
- "default": null,
- "title": "Label Column",
- "type": "string",
- "description": "The name of the dataframe column to label slices with, required if the data in value_column is numeric."
- },
- "color_column": {
- "default": null,
- "title": "Color Column",
- "type": "string",
- "description": "The name of the dataframe column to color slices with."
- },
- "plot_style": {
- "allOf": [
- {
- "$ref": "#/$defs/PlotStyle"
- }
- ],
- "default": null,
- "title": "Plot Style",
- "description": "Additional style kwargs passed to go.Pie()."
- },
- "layout_style": {
- "allOf": [
- {
- "$ref": "#/$defs/LayoutStyle"
- }
- ],
- "default": null,
- "title": "Layout Style",
- "description": "Additional kwargs passed to plotly.go.Figure(layout)."
- }
- },
- "required": [
- "value_column"
- ],
- "type": "object"
- },
- "Persist Patrols Pie Chart as Text": {
- "additionalProperties": false,
- "properties": {
- "filename": {
- "default": null,
- "title": "Filename",
- "type": "string",
- "description": " Optional filename to persist text to within the `root_path`.\n If not provided, a filename will be generated based on a hash of the text content.\n "
- }
- },
- "required": [],
- "type": "object"
- },
- "Merge Pie Chart Widget Views": {
- "additionalProperties": false,
- "properties": {},
- "required": [],
- "type": "object"
- },
- "Calculate Time Density from Trajectory": {
- "additionalProperties": false,
- "properties": {
- "pixel_size": {
- "default": 250.0,
- "title": "Pixel Size",
- "type": "number",
- "description": "Pixel size for raster profile."
- },
- "crs": {
- "default": "ESRI:102022",
- "title": "Crs",
- "type": "string"
- },
- "nodata_value": {
- "default": "nan",
- "title": "Nodata Value",
- "type": "number"
- },
- "band_count": {
- "default": 1,
- "title": "Band Count",
- "type": "integer"
- },
- "max_speed_factor": {
- "default": 1.05,
- "title": "Max Speed Factor",
- "type": "number"
- },
- "expansion_factor": {
- "default": 1.3,
- "title": "Expansion Factor",
- "type": "number"
- },
- "percentiles": {
- "default": [
- 50.0,
- 60.0,
- 70.0,
- 80.0,
- 90.0,
- 95.0
- ],
- "items": {
- "type": "number"
- },
- "title": "Percentiles",
- "type": "array"
- }
- },
- "required": [],
- "type": "object"
- },
- "Create map layer from Time Density": {
- "additionalProperties": false,
- "properties": {
- "layer_style": {
- "anyOf": [
- {
- "$ref": "#/$defs/PolylineLayerStyle"
- },
- {
- "$ref": "#/$defs/PolygonLayerStyle"
- },
- {
- "$ref": "#/$defs/PointLayerStyle"
- }
- ],
- "title": "Layer Style",
- "description": "Style arguments for the layer."
- },
- "legend": {
- "allOf": [
- {
- "$ref": "#/$defs/LegendDefinition"
- }
- ],
- "default": null,
- "title": "Legend",
- "description": "If present, includes this layer in the map legend"
- }
- },
- "required": [
- "layer_style"
- ],
- "type": "object"
- },
- "Draw Ecomap from Time Density": {
- "additionalProperties": false,
- "properties": {
- "tile_layer": {
- "default": "",
- "title": "Tile Layer",
- "type": "string",
- "description": "A named tile layer, ie OpenStreetMap."
- },
- "static": {
- "default": false,
- "title": "Static",
- "type": "boolean",
- "description": "Set to true to disable map pan/zoom."
- },
- "title": {
- "default": "",
- "title": "Title",
- "type": "string",
- "description": "The map title."
- },
- "north_arrow_style": {
- "allOf": [
- {
- "$ref": "#/$defs/NorthArrowStyle"
- }
- ],
- "default": {
- "placement": "top-left",
- "style": {
- "transform": "scale(0.8)"
- }
- },
- "title": "North Arrow Style",
- "description": "Additional arguments for configuring the North Arrow."
- },
- "legend_style": {
- "allOf": [
- {
- "$ref": "#/$defs/LegendStyle"
- }
- ],
- "default": {
- "placement": "bottom-right"
- },
- "title": "Legend Style",
- "description": "Additional arguments for configuring the legend."
- }
- },
- "required": [],
- "type": "object"
- },
- "Persist Ecomap as Text": {
- "additionalProperties": false,
- "properties": {
- "filename": {
- "default": null,
- "title": "Filename",
- "type": "string",
- "description": " Optional filename to persist text to within the `root_path`.\n If not provided, a filename will be generated based on a hash of the text content.\n "
- }
- },
- "required": [],
- "type": "object"
- },
- "Create Time Density Map Widget": {
- "additionalProperties": false,
- "properties": {
- "title": {
- "title": "Title",
- "type": "string",
- "description": "The title of the widget"
- }
- },
- "required": [
- "title"
- ],
- "type": "object"
- },
- "Create Dashboard with Patrol Map Widgets": {
- "additionalProperties": false,
- "properties": {
- "title": {
- "title": "Title",
- "type": "string",
- "description": "The title of the dashboard"
- },
- "description": {
- "title": "Description",
- "type": "string",
- "description": "The description of the dashboard"
- }
- },
- "required": [
- "title",
- "description"
- ],
- "type": "object"
- }
- },
- "$defs": {
- "Grouper": {
- "properties": {
- "index_name": {
- "title": "Index Name",
- "type": "string"
- },
- "display_name": {
- "default": null,
- "title": "Display Name",
- "type": "string"
- },
- "help_text": {
- "default": null,
- "title": "Help Text",
- "type": "string"
- }
- },
- "required": [
- "index_name"
- ],
- "title": "Grouper",
- "type": "object"
- },
- "Coordinate": {
- "properties": {
- "x": {
- "title": "X",
- "type": "number"
- },
- "y": {
- "title": "Y",
- "type": "number"
- }
- },
- "required": [
- "x",
- "y"
- ],
- "title": "Coordinate",
- "type": "object"
- },
- "LegendDefinition": {
- "properties": {
- "label_column": {
- "title": "Label Column",
- "type": "string"
- },
- "color_column": {
- "title": "Color Column",
- "type": "string"
- }
- },
- "required": [
- "label_column",
- "color_column"
- ],
- "title": "LegendDefinition",
- "type": "object"
- },
- "PointLayerStyle": {
- "properties": {
- "auto_highlight": {
- "default": false,
- "title": "Auto Highlight",
- "type": "boolean"
- },
- "opacity": {
- "default": 1,
- "title": "Opacity",
- "type": "number"
- },
- "pickable": {
- "default": true,
- "title": "Pickable",
- "type": "boolean"
- },
- "filled": {
- "default": true,
- "title": "Filled",
- "type": "boolean"
- },
- "get_fill_color": {
- "anyOf": [
- {
- "type": "string"
- },
- {
- "items": {
- "type": "integer"
- },
- "type": "array"
- },
- {
- "items": {
- "items": {
- "type": "integer"
- },
- "type": "array"
- },
- "type": "array"
- },
- {
- "type": "null"
- }
- ],
- "default": null,
- "title": "Get Fill Color"
- },
- "get_line_color": {
- "anyOf": [
- {
- "type": "string"
- },
- {
- "items": {
- "type": "integer"
- },
- "type": "array"
- },
- {
- "items": {
- "items": {
- "type": "integer"
- },
- "type": "array"
- },
- "type": "array"
- },
- {
- "type": "null"
- }
- ],
- "default": null,
- "title": "Get Line Color"
- },
- "get_line_width": {
- "default": 1,
- "title": "Get Line Width",
- "type": "number"
- },
- "fill_color_column": {
- "anyOf": [
- {
- "type": "string"
- },
- {
- "type": "null"
- }
- ],
- "default": null,
- "title": "Fill Color Column"
- },
- "line_width_units": {
- "default": "pixels",
- "enum": [
- "meters",
- "pixels"
- ],
- "title": "Line Width Units",
- "type": "string"
- },
- "layer_type": {
- "const": "point",
- "default": "point",
- "enum": [
- "point"
- ],
- "title": "Layer Type",
- "type": "string"
- },
- "get_radius": {
- "default": 1,
- "title": "Get Radius",
- "type": "number"
- },
- "radius_units": {
- "default": "pixels",
- "enum": [
- "meters",
- "pixels"
- ],
- "title": "Radius Units",
- "type": "string"
- }
- },
- "title": "PointLayerStyle",
- "type": "object"
- },
- "PolygonLayerStyle": {
- "properties": {
- "auto_highlight": {
- "default": false,
- "title": "Auto Highlight",
- "type": "boolean"
- },
- "opacity": {
- "default": 1,
- "title": "Opacity",
- "type": "number"
- },
- "pickable": {
- "default": true,
- "title": "Pickable",
- "type": "boolean"
- },
- "filled": {
- "default": true,
- "title": "Filled",
- "type": "boolean"
- },
- "get_fill_color": {
- "anyOf": [
- {
- "type": "string"
- },
- {
- "items": {
- "type": "integer"
- },
- "type": "array"
- },
- {
- "items": {
- "items": {
- "type": "integer"
- },
- "type": "array"
- },
- "type": "array"
- },
- {
- "type": "null"
- }
- ],
- "default": null,
- "title": "Get Fill Color"
- },
- "get_line_color": {
- "anyOf": [
- {
- "type": "string"
- },
- {
- "items": {
- "type": "integer"
- },
- "type": "array"
- },
- {
- "items": {
- "items": {
- "type": "integer"
- },
- "type": "array"
- },
- "type": "array"
- },
- {
- "type": "null"
- }
- ],
- "default": null,
- "title": "Get Line Color"
- },
- "get_line_width": {
- "default": 1,
- "title": "Get Line Width",
- "type": "number"
- },
- "fill_color_column": {
- "anyOf": [
- {
- "type": "string"
- },
- {
- "type": "null"
- }
- ],
- "default": null,
- "title": "Fill Color Column"
- },
- "line_width_units": {
- "default": "pixels",
- "enum": [
- "meters",
- "pixels"
- ],
- "title": "Line Width Units",
- "type": "string"
- },
- "layer_type": {
- "const": "polygon",
- "default": "polygon",
- "enum": [
- "polygon"
- ],
- "title": "Layer Type",
- "type": "string"
- },
- "extruded": {
- "default": false,
- "title": "Extruded",
- "type": "boolean"
- },
- "get_elevation": {
- "default": 1000,
- "title": "Get Elevation",
- "type": "number"
- }
- },
- "title": "PolygonLayerStyle",
- "type": "object"
- },
- "PolylineLayerStyle": {
- "properties": {
- "auto_highlight": {
- "default": false,
- "title": "Auto Highlight",
- "type": "boolean"
- },
- "opacity": {
- "default": 1,
- "title": "Opacity",
- "type": "number"
- },
- "pickable": {
- "default": true,
- "title": "Pickable",
- "type": "boolean"
- },
- "layer_type": {
- "const": "polyline",
- "default": "polyline",
- "enum": [
- "polyline"
- ],
- "title": "Layer Type",
- "type": "string"
- },
- "get_color": {
- "anyOf": [
- {
- "type": "string"
- },
- {
- "items": {
- "type": "integer"
- },
- "type": "array"
- },
- {
- "items": {
- "items": {
- "type": "integer"
- },
- "type": "array"
- },
- "type": "array"
- },
- {
- "type": "null"
- }
- ],
- "default": null,
- "title": "Get Color"
- },
- "get_width": {
- "default": 1,
- "title": "Get Width",
- "type": "number"
- },
- "color_column": {
- "anyOf": [
- {
- "type": "string"
- },
- {
- "type": "null"
- }
- ],
- "default": null,
- "title": "Color Column"
- },
- "width_units": {
- "default": "pixels",
- "enum": [
- "meters",
- "pixels"
- ],
- "title": "Width Units",
- "type": "string"
- },
- "cap_rounded": {
- "default": true,
- "title": "Cap Rounded",
- "type": "boolean"
- }
- },
- "title": "PolylineLayerStyle",
- "type": "object"
- },
- "LayerDefinition": {
- "properties": {
- "geodataframe": {
- "title": "Geodataframe",
- "type": "ecoscope_workflows.annotations.DataFrame"
- },
- "layer_style": {
- "discriminator": {
- "mapping": {
- "point": "#/$defs/PointLayerStyle",
- "polygon": "#/$defs/PolygonLayerStyle",
- "polyline": "#/$defs/PolylineLayerStyle"
- },
- "propertyName": "layer_type"
- },
- "oneOf": [
- {
- "$ref": "#/$defs/PolylineLayerStyle"
- },
- {
- "$ref": "#/$defs/PointLayerStyle"
- },
- {
- "$ref": "#/$defs/PolygonLayerStyle"
- }
- ],
- "title": "Layer Style"
- },
- "legend": {
- "$ref": "#/$defs/LegendDefinition"
- }
- },
- "required": [
- "geodataframe",
- "layer_style",
- "legend"
- ],
- "title": "LayerDefinition",
- "type": "object"
- },
- "LegendStyle": {
- "properties": {
- "placement": {
- "default": "bottom-right",
- "enum": [
- "top-left",
- "top-right",
- "bottom-left",
- "bottom-right",
- "fill"
- ],
- "title": "Placement",
- "type": "string"
- }
- },
- "title": "LegendStyle",
- "type": "object"
- },
- "NorthArrowStyle": {
- "properties": {
- "placement": {
- "default": "top-left",
- "enum": [
- "top-left",
- "top-right",
- "bottom-left",
- "bottom-right",
- "fill"
- ],
- "title": "Placement",
- "type": "string"
- },
- "style": {
- "default": {
- "transform": "scale(0.8)"
- },
- "title": "Style",
- "type": "object"
- }
- },
- "title": "NorthArrowStyle",
- "type": "object"
- },
- "WidgetSingleView": {
- "properties": {
- "widget_type": {
- "enum": [
- "plot",
- "map",
- "text",
- "single_value"
- ],
- "title": "Widget Type",
- "type": "string"
- },
- "title": {
- "title": "Title",
- "type": "string"
- },
- "data": {
- "anyOf": [
- {
- "format": "path",
- "type": "string"
- },
- {
- "format": "uri",
- "minLength": 1,
- "type": "string"
- },
- {
- "type": "string"
- },
- {
- "type": "integer"
- },
- {
- "type": "number"
- }
- ],
- "title": "Data"
- },
- "view": {
- "anyOf": [
- {
- "items": {
- "maxItems": 3,
- "minItems": 3,
- "prefixItems": [
- {
- "type": "string"
- },
- {
- "const": "=",
- "enum": [
- "="
- ],
- "type": "string"
- },
- {
- "type": "string"
- }
- ],
- "type": "array"
- },
- "type": "array"
- },
- {
- "type": "null"
- }
- ],
- "default": null,
- "title": "View"
- }
- },
- "required": [
- "widget_type",
- "title",
- "data"
- ],
- "title": "WidgetSingleView",
- "type": "object"
- },
- "BarLayoutStyle": {
- "properties": {
- "font_color": {
- "default": null,
- "title": "Font Color",
- "type": "string"
- },
- "font_style": {
- "default": null,
- "title": "Font Style",
- "type": "string"
- },
- "plot_bgcolor": {
- "default": null,
- "title": "Plot Bgcolor",
- "type": "string"
- },
- "showlegend": {
- "default": null,
- "title": "Showlegend",
- "type": "boolean"
- },
- "bargap": {
- "default": null,
- "maximum": 1.0,
- "minimum": 0.0,
- "title": "Bargap",
- "type": "number"
- },
- "bargroupgap": {
- "default": null,
- "maximum": 1.0,
- "minimum": 0.0,
- "title": "Bargroupgap",
- "type": "number"
- }
- },
- "title": "BarLayoutStyle",
- "type": "object"
- },
- "GroupedPlotStyle": {
- "properties": {
- "category": {
- "title": "Category",
- "type": "string"
- },
- "plot_style": {
- "$ref": "#/$defs/PlotCategoryStyle"
- }
- },
- "required": [
- "category",
- "plot_style"
- ],
- "title": "GroupedPlotStyle",
- "type": "object"
- },
- "LineStyle": {
- "properties": {
- "color": {
- "default": null,
- "title": "Color",
- "type": "string"
- }
- },
- "title": "LineStyle",
- "type": "object"
- },
- "PlotCategoryStyle": {
- "properties": {
- "marker_color": {
- "default": null,
- "title": "Marker Color",
- "type": "string"
- }
- },
- "title": "PlotCategoryStyle",
- "type": "object"
- },
- "PlotStyle": {
- "properties": {
- "xperiodalignment": {
- "default": null,
- "title": "Xperiodalignment",
- "type": "string"
- },
- "marker_colors": {
- "default": null,
- "items": {
- "type": "string"
- },
- "title": "Marker Colors",
- "type": "array"
- },
- "textinfo": {
- "default": null,
- "title": "Textinfo",
- "type": "string"
- },
- "line": {
- "allOf": [
- {
- "$ref": "#/$defs/LineStyle"
- }
- ],
- "default": null,
- "title": "Line"
- }
- },
- "title": "PlotStyle",
- "type": "object"
- },
- "LayoutStyle": {
- "properties": {
- "font_color": {
- "default": null,
- "title": "Font Color",
- "type": "string"
- },
- "font_style": {
- "default": null,
- "title": "Font Style",
- "type": "string"
- },
- "plot_bgcolor": {
- "default": null,
- "title": "Plot Bgcolor",
- "type": "string"
- },
- "showlegend": {
- "default": null,
- "title": "Showlegend",
- "type": "boolean"
- }
- },
- "title": "LayoutStyle",
- "type": "object"
- },
- "GroupedWidget": {
- "properties": {
- "widget_type": {
- "enum": [
- "plot",
- "map",
- "text",
- "single_value"
- ],
- "title": "Widget Type",
- "type": "string"
- },
- "title": {
- "title": "Title",
- "type": "string"
- },
- "views": {
- "additionalProperties": {
- "anyOf": [
- {
- "format": "path",
- "type": "string"
- },
- {
- "format": "uri",
- "minLength": 1,
- "type": "string"
- },
- {
- "type": "string"
- },
- {
- "type": "integer"
- },
- {
- "type": "number"
- }
- ]
- },
- "title": "Views",
- "type": "object"
- }
- },
- "required": [
- "widget_type",
- "title",
- "views"
- ],
- "title": "GroupedWidget",
- "type": "object"
- }
- }
-}
diff --git a/examples/params/patrol_workflow_params_fillable.yaml b/examples/params/patrol_workflow_params_fillable.yaml
deleted file mode 100644
index 0ffb795bb..000000000
--- a/examples/params/patrol_workflow_params_fillable.yaml
+++ /dev/null
@@ -1,238 +0,0 @@
-# Parameters for 'Set Groupers' using task `set_groupers`.
-groupers:
- groupers: # (list[ecoscope_workflows.tasks.groupby._groupby.Grouper], FieldInfo(annotation=NoneType, required=True, description=' Index(es) and/or column(s) to group by, along with\n optional display names and help text.\n '))
-
-# Parameters for 'Get Patrol Observations from EarthRanger' using task `get_patrol_observations`.
-patrol_obs:
- client: # (, BeforeValidator(func=>), WithJsonSchema(json_schema={'type': 'string', 'description': 'A named EarthRanger connection.'}, mode=None))
- since: # (, FieldInfo(annotation=NoneType, required=True, description='Start date'))
- until: # (, FieldInfo(annotation=NoneType, required=True, description='End date'))
- patrol_type: # (list[str], FieldInfo(annotation=NoneType, required=True, description='list of UUID of patrol types'))
- status: # (list[typing.Literal['active', 'overdue', 'done', 'cancelled']], FieldInfo(annotation=NoneType, required=True, description="list of 'scheduled'/'active'/'overdue'/'done'/'cancelled'"))
- include_patrol_details: # (, FieldInfo(annotation=NoneType, required=False, default=False, description='Include patrol details'))
-
-# Parameters for 'Transform Observations to Relocations' using task `process_relocations`.
-patrol_reloc:
- filter_point_coords: # (list[ecoscope_workflows.tasks.transformation._filtering.Coordinate], FieldInfo(annotation=NoneType, required=True))
- relocs_columns: # (list[str], FieldInfo(annotation=NoneType, required=True))
-
-# Parameters for 'Transform Relocations to Trajectories' using task `relocations_to_trajectory`.
-patrol_traj:
- min_length_meters: # (, FieldInfo(annotation=NoneType, required=True))
- max_length_meters: # (, FieldInfo(annotation=NoneType, required=True))
- max_time_secs: # (, FieldInfo(annotation=NoneType, required=True))
- min_time_secs: # (, FieldInfo(annotation=NoneType, required=True))
- max_speed_kmhr: # (, FieldInfo(annotation=NoneType, required=True))
- min_speed_kmhr: # (, FieldInfo(annotation=NoneType, required=True))
-
-# Parameters for 'Add temporal index to Patrol Trajectories' using task `add_temporal_index`.
-traj_add_temporal_index:
- index_name: # (, FieldInfo(annotation=NoneType, required=True, description='A name for the new index which will be added.'))
- time_col: # (, FieldInfo(annotation=NoneType, required=True, description='Name of existing column containing time data.'))
- directive: # (typing.Literal['%a', '%A', '%b', '%B', '%c', '%d', '%f', '%H', '%I', '%j', '%m', '%M', '%p', '%S', '%U', '%w', '%W', '%x', '%X', '%y', '%Y', '%z', '%%'], FieldInfo(annotation=NoneType, required=True, description='A directive for formatting the time data.'))
- cast_to_datetime: # (, FieldInfo(annotation=NoneType, required=True, description='Whether to attempt casting `time_col` to datetime.'))
- format: # (, FieldInfo(annotation=NoneType, required=True, description=' If `cast_to_datetime=True`, the format to pass to `pd.to_datetime`\n when attempting to cast `time_col` to datetime. Defaults to "mixed".\n '))
-
-# Parameters for 'Split Patrol Trajectories by Group' using task `split_groups`.
-split_patrol_traj_groups:
-
-# Parameters for 'Create map layer for each Patrol Trajectories group' using task `create_map_layer`.
-patrol_traj_map_layers:
- layer_style: # (ecoscope_workflows.tasks.results._ecomap.PolylineLayerStyle | ecoscope_workflows.tasks.results._ecomap.PolygonLayerStyle | ecoscope_workflows.tasks.results._ecomap.PointLayerStyle, FieldInfo(annotation=NoneType, required=True, description='Style arguments for the layer.'))
- legend: # (typing.Union[ecoscope_workflows.tasks.results._ecomap.LegendDefinition, typing.Annotated[NoneType, SkipJsonSchema()]], FieldInfo(annotation=NoneType, required=True, description='If present, includes this layer in the map legend'))
-
-# Parameters for 'Get Patrol Events from EarthRanger' using task `get_patrol_events`.
-patrol_events:
- client: # (, BeforeValidator(func=>), WithJsonSchema(json_schema={'type': 'string', 'description': 'A named EarthRanger connection.'}, mode=None))
- since: # (, FieldInfo(annotation=NoneType, required=True, description='Start date'))
- until: # (, FieldInfo(annotation=NoneType, required=True, description='End date'))
- patrol_type: # (list[str], FieldInfo(annotation=NoneType, required=True, description='list of UUID of patrol types'))
- status: # (list[str], FieldInfo(annotation=NoneType, required=True, description="list of 'scheduled'/'active'/'overdue'/'done'/'cancelled'"))
-
-# Parameters for 'Apply Relocation Coordinate Filter' using task `apply_reloc_coord_filter`.
-filter_patrol_events:
- min_x: # (, FieldInfo(annotation=NoneType, required=False, default=-180.0))
- max_x: # (, FieldInfo(annotation=NoneType, required=False, default=180.0))
- min_y: # (, FieldInfo(annotation=NoneType, required=False, default=-90.0))
- max_y: # (, FieldInfo(annotation=NoneType, required=False, default=90.0))
- filter_point_coords: # (list[ecoscope_workflows.tasks.transformation._filtering.Coordinate], FieldInfo(annotation=NoneType, required=False, default=[Coordinate(x=0.0, y=0.0)]))
-
-# Parameters for 'Add temporal index to Patrol Events' using task `add_temporal_index`.
-pe_add_temporal_index:
- index_name: # (, FieldInfo(annotation=NoneType, required=True, description='A name for the new index which will be added.'))
- time_col: # (, FieldInfo(annotation=NoneType, required=True, description='Name of existing column containing time data.'))
- directive: # (typing.Literal['%a', '%A', '%b', '%B', '%c', '%d', '%f', '%H', '%I', '%j', '%m', '%M', '%p', '%S', '%U', '%w', '%W', '%x', '%X', '%y', '%Y', '%z', '%%'], FieldInfo(annotation=NoneType, required=True, description='A directive for formatting the time data.'))
- cast_to_datetime: # (, FieldInfo(annotation=NoneType, required=True, description='Whether to attempt casting `time_col` to datetime.'))
- format: # (, FieldInfo(annotation=NoneType, required=True, description=' If `cast_to_datetime=True`, the format to pass to `pd.to_datetime`\n when attempting to cast `time_col` to datetime. Defaults to "mixed".\n '))
-
-# Parameters for 'Split Patrol Events by Group' using task `split_groups`.
-split_pe_groups:
-
-# Parameters for 'Create map layers for each Patrols Events group' using task `create_map_layer`.
-patrol_events_map_layers:
- layer_style: # (ecoscope_workflows.tasks.results._ecomap.PolylineLayerStyle | ecoscope_workflows.tasks.results._ecomap.PolygonLayerStyle | ecoscope_workflows.tasks.results._ecomap.PointLayerStyle, FieldInfo(annotation=NoneType, required=True, description='Style arguments for the layer.'))
- legend: # (typing.Union[ecoscope_workflows.tasks.results._ecomap.LegendDefinition, typing.Annotated[NoneType, SkipJsonSchema()]], FieldInfo(annotation=NoneType, required=True, description='If present, includes this layer in the map legend'))
-
-# Parameters for 'Combine Trajectories and Patrol Events layers' using task `groupbykey`.
-combined_traj_and_pe_map_layers:
-
-# Parameters for 'Draw Ecomaps for each combined Trajectory and Patrol Events group' using task `draw_ecomap`.
-traj_patrol_events_ecomap:
- tile_layer: # (, FieldInfo(annotation=NoneType, required=True, description='A named tile layer, ie OpenStreetMap.'))
- static: # (, FieldInfo(annotation=NoneType, required=True, description='Set to true to disable map pan/zoom.'))
- title: # (, FieldInfo(annotation=NoneType, required=True, description='The map title.'))
- north_arrow_style: # (typing.Union[ecoscope_workflows.tasks.results._ecomap.NorthArrowStyle, typing.Annotated[NoneType, SkipJsonSchema()]], FieldInfo(annotation=NoneType, required=True, description='Additional arguments for configuring the North Arrow.'))
- legend_style: # (typing.Union[ecoscope_workflows.tasks.results._ecomap.LegendStyle, typing.Annotated[NoneType, SkipJsonSchema()]], FieldInfo(annotation=NoneType, required=True, description='Additional arguments for configuring the legend.'))
-
-# Parameters for 'Persist Patrols Ecomap as Text' using task `persist_text`.
-traj_pe_ecomap_html_urls:
- filename: # (typing.Union[str, typing.Annotated[NoneType, SkipJsonSchema()]], FieldInfo(annotation=NoneType, required=True, description=' Optional filename to persist text to within the `root_path`.\n If not provided, a filename will be generated based on a hash of the text content.\n '))
-
-# Parameters for 'Create Map Widgets for Patrol Events' using task `create_map_widget_single_view`.
-traj_pe_map_widgets_single_views:
- title: # (, FieldInfo(annotation=NoneType, required=True, description='The title of the widget'))
-
-# Parameters for 'Merge EcoMap Widget Views' using task `merge_widget_views`.
-traj_pe_grouped_map_widget:
-
-# Parameters for 'Calculate Total Patrols Per Group' using task `dataframe_column_nunique`.
-total_patrols:
- column_name: # (, FieldInfo(annotation=NoneType, required=True, description='Column to aggregate'))
-
-# Parameters for 'Create Single Value Widgets for Total Patrols Per Group' using task `create_single_value_widget_single_view`.
-total_patrols_sv_widgets:
- title: # (, FieldInfo(annotation=NoneType, required=True, description='The title of the widget'))
-
-# Parameters for 'Merge per group Total Patrols SV widgets' using task `merge_widget_views`.
-total_patrols_grouped_sv_widget:
-
-# Parameters for 'Calculate Total Patrol Time Per Group' using task `dataframe_column_sum`.
-total_patrol_time:
- column_name: # (, FieldInfo(annotation=NoneType, required=True, description='Column to aggregate'))
-
-# Parameters for 'Convert total patrol time units' using task `apply_arithmetic_operation`.
-total_patrol_time_converted:
- b: # (float | int, FieldInfo(annotation=NoneType, required=True, description='The second number'))
- operation: # (typing.Literal['add', 'subtract', 'multiply', 'divide', 'floor_divide', 'modulo', 'power'], FieldInfo(annotation=NoneType, required=True, description='The arithmetic operation to apply'))
-
-# Parameters for 'Create Single Value Widgets for Total Patrol Time Per Group' using task `create_single_value_widget_single_view`.
-total_patrol_time_sv_widgets:
- title: # (, FieldInfo(annotation=NoneType, required=True, description='The title of the widget'))
-
-# Parameters for 'Merge per group Total Patrol Time SV widgets' using task `merge_widget_views`.
-patrol_time_grouped_widget:
-
-# Parameters for 'Calculate Total Distance Per Group' using task `dataframe_column_sum`.
-total_patrol_dist:
- column_name: # (, FieldInfo(annotation=NoneType, required=True, description='Column to aggregate'))
-
-# Parameters for 'Convert total patrol distance units' using task `apply_arithmetic_operation`.
-total_patrol_dist_converted:
- b: # (float | int, FieldInfo(annotation=NoneType, required=True, description='The second number'))
- operation: # (typing.Literal['add', 'subtract', 'multiply', 'divide', 'floor_divide', 'modulo', 'power'], FieldInfo(annotation=NoneType, required=True, description='The arithmetic operation to apply'))
-
-# Parameters for 'Create Single Value Widgets for Total Distance Per Group' using task `create_single_value_widget_single_view`.
-total_patrol_dist_sv_widgets:
- title: # (, FieldInfo(annotation=NoneType, required=True, description='The title of the widget'))
-
-# Parameters for 'Merge per group Total Patrol Distance SV widgets' using task `merge_widget_views`.
-patrol_dist_grouped_widget:
-
-# Parameters for 'Calculate Average Speed Per Group' using task `dataframe_column_mean`.
-avg_speed:
- column_name: # (, FieldInfo(annotation=NoneType, required=True, description='Column to aggregate'))
-
-# Parameters for 'Create Single Value Widgets for Avg Speed Per Group' using task `create_single_value_widget_single_view`.
-avg_speed_sv_widgets:
- title: # (, FieldInfo(annotation=NoneType, required=True, description='The title of the widget'))
-
-# Parameters for 'Merge per group Avg Speed SV widgets' using task `merge_widget_views`.
-avg_speed_grouped_widget:
-
-# Parameters for 'Calculate Max Speed Per Group' using task `dataframe_column_max`.
-max_speed:
- column_name: # (, FieldInfo(annotation=NoneType, required=True, description='Column to aggregate'))
-
-# Parameters for 'Create Single Value Widgets for Max Speed Per Group' using task `create_single_value_widget_single_view`.
-max_speed_sv_widgets:
- title: # (