From 65f562d5b6c203e4fb06a99c339218bd621b651c Mon Sep 17 00:00:00 2001 From: Vadym Parakonnyi Date: Wed, 20 Mar 2024 17:09:27 +0100 Subject: [PATCH] fix: build with poetry --- .vscode/launch.json | 56 ++++- README.md | 22 +- packages/rxdb/README.md | 31 ++- packages/streamlit-rxdb-dataframe/README.md | 182 +++++++++++++- packages/streamlit-rxdb-dataframe/example.py | 109 +++------ packages/streamlit-rxdb-dataframe/poetry.lock | 228 ++++++++---------- .../streamlit-rxdb-dataframe/pyproject.toml | 21 +- .../rxdb_dataframe/__init__.py | 40 +-- .../frontend/public/assets/data/col.dump.json | 6 +- .../rxdb_dataframe/test___init__.py | 74 ++++++ .../streamlit-rxdb-dataframe/screencast.gif | Bin 0 -> 540827 bytes .../streamlit-rxdb-dataframe/screenshot.png | Bin 0 -> 76390 bytes .../tests/test_rxdb_dataframe.py | 70 ++++++ 13 files changed, 578 insertions(+), 261 deletions(-) create mode 100644 packages/streamlit-rxdb-dataframe/rxdb_dataframe/test___init__.py create mode 100644 packages/streamlit-rxdb-dataframe/screencast.gif create mode 100644 packages/streamlit-rxdb-dataframe/screenshot.png create mode 100644 packages/streamlit-rxdb-dataframe/tests/test_rxdb_dataframe.py diff --git a/.vscode/launch.json b/.vscode/launch.json index 6bd4d46..8c93e38 100644 --- a/.vscode/launch.json +++ b/.vscode/launch.json @@ -71,12 +71,21 @@ "type": "node", "request": "launch", "runtimeExecutable": "node", - "runtimeArgs": ["--nolazy", "-r", "ts-node/register"], - "args": ["${relativeFile}"], + "runtimeArgs": [ + "--nolazy", + "-r", + "ts-node/register" + ], + "args": [ + "${relativeFile}" + ], "sourceMaps": true, "cwd": "${workspaceRoot}", "protocol": "inspector", - "skipFiles": ["/**", "node_modules/**"], + "skipFiles": [ + "/**", + "node_modules/**" + ], "console": "integratedTerminal", "internalConsoleOptions": "neverOpen", "env": { @@ -87,20 +96,41 @@ }, // { - "name": "Python: Streamlit", - "type": "python", - "request": "launch", - "module": "streamlit", - "args": ["run", "${file}", "--server.headless=true", "--browser.gatherUsageStats=false"], - "env": { - "PYTHONPATH": "${workspaceFolder}" - }, - "console": "integratedTerminal" + "name": "Python: Debug Test", + "type": "debugpy", + "request": "launch", + "module": "pytest", + "args": [ + "${file}" + ], + "env": { + "PYTHONPATH": "${workspaceFolder}" + }, + "console": "integratedTerminal" + }, + { + "name": "Python: Debug Streamlit", + "type": "debugpy", + "request": "launch", + "module": "streamlit", + "args": [ + "run", + "${file}", + "--server.headless=true", + "--browser.gatherUsageStats=false" + ], + "env": { + "PYTHONPATH": "${workspaceFolder}" + }, + "console": "integratedTerminal" } ], "inputs": [ { - "options": ["rxdb", "kinto"], + "options": [ + "rxdb", + "kinto" + ], "id": "libName", "type": "pickString", "default": "rxdb", diff --git a/README.md b/README.md index 8c03f87..36981a9 100644 --- a/README.md +++ b/README.md @@ -63,6 +63,12 @@ import { getRxDatabaseCreator } from '@ngx-odm/rxdb/config'; multiInstance: true, // <- multiInstance (optional, default: true) ignoreDuplicate: false, options: { + plugins: [ + // will be loaded by together with core plugins + RxDBDevModePlugin, // <- add only for development + RxDBAttachmentsPlugin, + RxDBLeaderElectionPlugin, + ], storageType: 'dexie|memory', // <- storageType (optional, use if you want defaults provided automatically) dumpPath: 'assets/dump.json', // path to datbase dump file (optional) }, @@ -106,7 +112,7 @@ const todoCollectionConfig: RxCollectionCreatorExtended = { }) export class TodosModule { constructor( - @Inject(NgxRxdbCollectionService) private collectionService: NgxRxdbCollection + @Inject(RXDB_COLLECTION) private collectionService: RxDBCollectionService ) { this.collectionService.sync(); // INFO: collection is ready } @@ -116,11 +122,13 @@ export class TodosModule { ### In your `FeatureService` ```typescript +import { RXDB_COLLECTION } from '@ngx-odm/rxdb'; +import { RxDBCollectionService } from '@ngx-odm/rxdb/collection'; + @Injectable() export class TodosService { - private collectionService: NgxRxdbCollection = inject>( - NgxRxdbCollectionService - ); + private collectionService: RxDBCollectionService = + inject>(RXDB_COLLECTION); // store & get filter as property of a `local` document filter$ = this.collectionService .getLocal('local', 'filterValue') @@ -177,6 +185,12 @@ export const appConfig: ApplicationConfig = { multiInstance: true, ignoreDuplicate: false, storage: getRxStorageDexie(), + plugins: [ + // will be loaded by together with core plugins + RxDBDevModePlugin, // <- add only for development + RxDBAttachmentsPlugin, + RxDBLeaderElectionPlugin, + ], }) ), ], diff --git a/packages/rxdb/README.md b/packages/rxdb/README.md index 2317583..36981a9 100644 --- a/packages/rxdb/README.md +++ b/packages/rxdb/README.md @@ -4,7 +4,7 @@ ## Demo -![Example Screencast](https://github.com/voznik/ngx-odm/blob/master/examples/screencast.gif?raw=true) +![Example Screencast](examples/screencast.gif) [demo](https://voznik.github.io/ngx-odm/) - based on TodoMVC @@ -63,6 +63,12 @@ import { getRxDatabaseCreator } from '@ngx-odm/rxdb/config'; multiInstance: true, // <- multiInstance (optional, default: true) ignoreDuplicate: false, options: { + plugins: [ + // will be loaded by together with core plugins + RxDBDevModePlugin, // <- add only for development + RxDBAttachmentsPlugin, + RxDBLeaderElectionPlugin, + ], storageType: 'dexie|memory', // <- storageType (optional, use if you want defaults provided automatically) dumpPath: 'assets/dump.json', // path to datbase dump file (optional) }, @@ -106,7 +112,7 @@ const todoCollectionConfig: RxCollectionCreatorExtended = { }) export class TodosModule { constructor( - @Inject(NgxRxdbCollectionService) private collectionService: NgxRxdbCollection + @Inject(RXDB_COLLECTION) private collectionService: RxDBCollectionService ) { this.collectionService.sync(); // INFO: collection is ready } @@ -116,11 +122,13 @@ export class TodosModule { ### In your `FeatureService` ```typescript +import { RXDB_COLLECTION } from '@ngx-odm/rxdb'; +import { RxDBCollectionService } from '@ngx-odm/rxdb/collection'; + @Injectable() export class TodosService { - private collectionService: NgxRxdbCollection = inject>( - NgxRxdbCollectionService - ); + private collectionService: RxDBCollectionService = + inject>(RXDB_COLLECTION); // store & get filter as property of a `local` document filter$ = this.collectionService .getLocal('local', 'filterValue') @@ -177,6 +185,12 @@ export const appConfig: ApplicationConfig = { multiInstance: true, ignoreDuplicate: false, storage: getRxStorageDexie(), + plugins: [ + // will be loaded by together with core plugins + RxDBDevModePlugin, // <- add only for development + RxDBAttachmentsPlugin, + RxDBLeaderElectionPlugin, + ], }) ), ], @@ -247,7 +261,14 @@ By using this module you can simplify your work with RxDB in Angular application - optionally provide syncronization with remote db (CouchDB, Kinto etc.) as DB options - Automatically initialize RxCollection for each _lazy-loaded Feature module / standalone component_ with config - Work with documents via _NgxRxdbCollectionService_ with unified methods instead of using _RxCollection_ directly (though you still have access to _RxCollection_ and _RxDatabase_ instance) + - simple methods to work database & documents (with queries) + - simple methods to work with local documents + - simple methods to work with attachments + - simple replication sync initialization - Work with signals and entities with `@ngrx/signals` and `@ngrx/entity` (optionally _zoneless_) (see [example](examples/standalone/src/app/todos/todos.store.ts)) +- Persist collection query ([mango-query-syntax](https://github.com/cloudant/mango)) in URL with new plugin `query-params-plugin` (in demo, set localStorage `_ngx_rxdb_queryparams` ) + - provide Observable of current URL (automatically for Angular) + - simple methods to set or patch filter, sort, limit, skip diff --git a/packages/streamlit-rxdb-dataframe/example.py b/packages/streamlit-rxdb-dataframe/example.py index c39a703..1082a84 100644 --- a/packages/streamlit-rxdb-dataframe/example.py +++ b/packages/streamlit-rxdb-dataframe/example.py @@ -31,13 +31,13 @@ state = RxDBSessionState() -# operators = ["$eq", "$gt", "$gte", "$lt", "$lte", "$ne"] +column_config = state.column_config +query = state.query def on_change_dataframe(rxdb_state: RxDBSessionState): print("RxDBDataframe component on_change call") print("collection.info()", rxdb_state.info) - print("dataframe.head()", rxdb_state.dataframe.head()) @cache_data @@ -47,7 +47,6 @@ def apply_row_style(row): ) # noqa: E501 -query = state.query display = st.radio( "Display RxDB collection as:", options=["dataframe", "data_editor", "table"], @@ -76,27 +75,36 @@ def apply_row_style(row): ) if display == "data_editor": - st.data_editor( - df.style.apply(apply_row_style, axis=1), - use_container_width=True, - hide_index=True, - column_config=state.column_config, - column_order=["title", "completed", "createdAt"], - num_rows="dynamic", - key=RXDB_COLLECTION_EDITOR_KEY, - ) + try: + st.data_editor( + df.copy().style.apply(apply_row_style, axis=1), + use_container_width=True, + hide_index=True, + column_config=column_config, + column_order=["title", "completed", "createdAt"], + num_rows="dynamic", + key=RXDB_COLLECTION_EDITOR_KEY, + ) + except Exception as e: + st.error(f"An error occurred: {str(e)}") elif display == "dataframe": - st.dataframe( - df.style.apply(apply_row_style, axis=1), - use_container_width=True, - hide_index=True, - column_config=state.column_config, - column_order=["title", "completed", "createdAt"], - ) + try: + st.dataframe( + df.style.apply(apply_row_style, axis=1), + use_container_width=True, + hide_index=True, + column_config=column_config, + column_order=["title", "completed", "createdAt"], + ) + except Exception as e: + st.error(f"An error occurred: {str(e)}") else: - st.table( - df.style.apply(apply_row_style, axis=1), - ) + try: + st.table( + df.style.apply(apply_row_style, axis=1), + ) + except Exception as e: + st.error(f"An error occurred: {str(e)}") with st.sidebar: @@ -105,60 +113,3 @@ def apply_row_style(row): st.write("RsDB Session State:") st.json(st.session_state, expanded=False) - # TODO: Add form to construct RxQuery - # query_container = st.container() - # with query_container: - # to_filter_columns = st.multiselect( - # "Filter dataframe on", - # df.columns, - # key=f"{prefix}_multiselect", - # ) - # filters: Dict[str, Any] = dict() - # for column in to_filter_columns: - # left, right = st.columns((1, 20)) - # # Treat columns with < 10 unique values as categorical - # if is_categorical_dtype(df[column]) or df[column].nunique() < 10: - # left.write("↳") - # filters[column] = right.multiselect( - # f"Values for {column}", - # df[column].unique(), - # default=list(df[column].unique()), - # key=f"{prefix}_{column}", - # ) - # df = df[df[column].isin(filters[column])] - # elif is_numeric_dtype(df[column]): - # left.write("↳") - # _min = float(df[column].min()) - # _max = float(df[column].max()) - # step = (_max - _min) / 100 - # filters[column] = right.slider( - # f"Values for {column}", - # _min, - # _max, - # (_min, _max), - # step=step, - # key=f"{prefix}_{column}", - # ) - # df = df[df[column].between(*filters[column])] - # elif is_datetime64_any_dtype(df[column]): - # left.write("↳") - # filters[column] = right.date_input( - # f"Values for {column}", - # value=( - # df[column].min(), - # df[column].max(), - # ), - # key=f"{prefix}_{column}", - # ) - # if len(filters[column]) == 2: - # filters[column] = tuple(map(pd.to_datetime, filters[column])) # noqa: E501 - # start_date, end_date = filters[column] - # df = df.loc[df[column].between(start_date, end_date)] - # else: - # left.write("↳") - # filters[column] = right.text_input( - # f"Pattern in {column}", - # key=f"{prefix}_{column}", - # ) - # if 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{file = "streamlit_parameters-0.1.5.tar.gz", hash = "sha256:d800981d58aa29e25d238de1bcee203bd9f7602bb78a858900bec422f4573a98"}, -] - -[package.dependencies] -streamlit = ">=1.12,<2" - -[package.extras] -test = ["pytest", "pytest-mock", "tox"] - [[package]] name = "tenacity" version = "8.2.3" @@ -1572,4 +1548,4 @@ watchmedo = ["PyYAML (>=3.10)"] [metadata] lock-version = "2.0" python-versions = "^3.10" -content-hash = "55329c5e879e252159baecdb32a131f467baadf199ea3d66a0865dec0d0d7821" +content-hash = "84aea7fa420c79670167c9bac937fad70e889a60ac30418e05406f4ea396bda0" diff --git a/packages/streamlit-rxdb-dataframe/pyproject.toml b/packages/streamlit-rxdb-dataframe/pyproject.toml index acf02f1..b812a12 100644 --- a/packages/streamlit-rxdb-dataframe/pyproject.toml +++ b/packages/streamlit-rxdb-dataframe/pyproject.toml @@ -1,20 +1,21 @@ [tool.poetry] name = "streamlit-rxdb-dataframe" version = "0.1.0" -description = "" -authors = ["voznik "] +description = "Custom streamlit component connecting local browser indexedDB database as RxDB collection as dataframe" +authors = ["voznik "] readme = "README.md" -packages = [{include = "rxdb_dataframe"}] +license = "MIT" +homepage = "https://github.com/voznik/ngx-odm" +repository = "https://github.com/voznik/ngx-odm" +keywords = ["streamlit", "indexedDB", "RxDB", "browser", "connection", "dataframe"] +packages = [{ include = "rxdb_dataframe" }] [tool.poetry.dependencies] python = "^3.10" pytest-playwright = "^0.4.4" streamlit = "^1.31.0" -pyperclip = "^1.8.2" -python-dotenv = "^1.0.1" playwright = "^1.41.2" pandas = "^2.2.1" -streamlit-parameters = "^0.1.5" jsonschema = "^4.21.1" @@ -24,10 +25,10 @@ build-backend = "poetry.core.masonry.api" [tool.poetry.group.dev.dependencies] pytest = "^7.1.3" -black = "^22.8.0" -isort = "^5.10.1" -mypy = "^0.971" -streamlit = ">=1.31.0" +black = "^23.1.0" +isort = "^5.12.0" +mypy = "^1.0.0" +flake8 = "^7.0.0" flake8-annotations-complexity = "^0.0.8" [tool.isort] diff --git a/packages/streamlit-rxdb-dataframe/rxdb_dataframe/__init__.py b/packages/streamlit-rxdb-dataframe/rxdb_dataframe/__init__.py index d1e4eca..b98c236 100644 --- a/packages/streamlit-rxdb-dataframe/rxdb_dataframe/__init__.py +++ b/packages/streamlit-rxdb-dataframe/rxdb_dataframe/__init__.py @@ -82,7 +82,6 @@ def __init__(self): "info": {}, # collection info "with_rev": False, # include revision in the result "query": {"selector": {}, "sort": []}, # collection query - "dataframe": None, # "column_config": None, # ColumnConfig "docs": [], # collection documents } @@ -139,6 +138,8 @@ def __setitem__(self, key, value): "ignoreDuplicate": True, } +# blueprint_df: pd.DataFrame = None + @cache_data def get_dataframe_by_schema(schema: dict) -> pd: @@ -146,7 +147,7 @@ def get_dataframe_by_schema(schema: dict) -> pd: Create a `pandas.DataFrame` based on the given JSONSchema. """ df = pd.DataFrame() - properties = schema["properties"] + properties = schema.get("properties", {}) for column, prop in properties.items(): if prop["type"] == "string" and prop.get("format") == "date-time": df[column] = pd.Series(dtype="datetime64[ns]") @@ -170,17 +171,18 @@ def get_dataframe_by_schema(schema: dict) -> pd: @cache_data def get_column_config(schema: dict) -> ColumnConfigMap: """ - Generates a column configuration dictionary based on the given schema. + Generates a (default) column configuration dictionary based on the given schema, + which can be used to configure streamlit dataframe or data_editor widgets. + Use own column config if default one is not suitable for your use case. INFO: https://docs.streamlit.io/library/api-reference/data/st.column_config """ - properties = schema["properties"] + properties = schema.get("properties", {}) column_config: ColumnConfigMap = {} for key, prop in properties.items(): - if ( - prop["type"] == ColumnDataKind.STRING - and prop.get("format") == "date-time" # marks column as datetime - ): + if prop.get("enum") and len(prop["enum"]) > 0: + column_config[key] = st.column_config.SelectboxColumn(options=prop["enum"]) + elif prop["type"] == ColumnDataKind.STRING and prop.get("format") == "date-time": column_config[key] = st.column_config.DatetimeColumn( format="YYYY-MM-DD HH:mm", ) @@ -190,8 +192,6 @@ def get_column_config(schema: dict) -> ColumnConfigMap: column_config[key] = st.column_config.CheckboxColumn() elif prop["type"] == "object": column_config[key] = st.column_config.Column() - elif prop.get("enum") and len(prop["enum"]) > 0: - column_config[key] = st.column_config.SelectboxColumn(options=prop["enum"]) elif prop["type"] == ColumnDataKind.INTEGER and prop.get("format", None) == "time": column_config[key] = st.column_config.NumberColumn() elif prop["type"] == ColumnDataKind.INTEGER: @@ -204,13 +204,12 @@ def get_column_config(schema: dict) -> ColumnConfigMap: st.column_config.NumberColumn( max_value=prop.get("max", None), min_value=prop.get("min", None) ) - # assign common properties for every column try: column: ColumnConfig = column_config[key] column["label"] = prop.get("title", "") column["help"] = "format: " + prop.get("format", column["type_config"]["type"]) - column["disabled"] = prop.get("readOnly", False) - column["required"] = key in schema.get("required", []) # noqa: E501 + # column["disabled"] = prop.get("readOnly", False) + column["required"] = key in schema.get("required", []) except Exception as e: print(f"An error occurred: {str(e)}") @@ -225,8 +224,9 @@ def rxdb_dataframe( on_change: Optional[Callable] = None, ) -> pd.DataFrame: state = RxDBSessionState() - if state.dataframe is None: - state.dataframe = get_dataframe_by_schema(collection_config["schema"]) + blueprint_df = get_dataframe_by_schema(collection_config["schema"]) + result_df = blueprint_df.copy() + if state.column_config is None: state.column_config = get_column_config(collection_config["schema"]) @@ -240,17 +240,19 @@ def rxdb_dataframe( ) try: - if result and result["docs"]: - result_df = pd.DataFrame(result["docs"], columns=state.dataframe.columns) + if result: + result_df = pd.DataFrame(result["docs"], columns=blueprint_df.columns) + for col in blueprint_df.columns: + if blueprint_df[col].dtype == "datetime64[ns]": + result_df[col] = pd.to_datetime(result_df[col]) state.docs = result["docs"] state.info = result["info"] state.query = result["query"] # store query here from response, to prevent re-rendering - state.dataframe = result_df on_change(state) except Exception as e: print(f"An error occurred: {str(e)}") - return state.dataframe + return result_df __title__ = "RxDB Dataframe" diff --git a/packages/streamlit-rxdb-dataframe/rxdb_dataframe/frontend/public/assets/data/col.dump.json b/packages/streamlit-rxdb-dataframe/rxdb_dataframe/frontend/public/assets/data/col.dump.json index 16de3ee..78219b8 100644 --- a/packages/streamlit-rxdb-dataframe/rxdb_dataframe/frontend/public/assets/data/col.dump.json +++ b/packages/streamlit-rxdb-dataframe/rxdb_dataframe/frontend/public/assets/data/col.dump.json @@ -6,21 +6,21 @@ "id": "a4c6a479-7cca-4d3b-ab90-45d3eaa957f3", "title": "Check other examples", "completed": false, - "createdAt": 1548979200000, + "createdAt": "2019-02-01T00:00:00.000Z", "last_modified": 1548979200000 }, { "id": "a4c6a479-7cca-4d3b-bc10-45d3eaa957r5", "title": "Use \"@ngx-odm/rxdb\" in your project", "completed": false, - "createdAt": 1698404710931, + "createdAt": "2023-10-27T11:05:10.931Z", "last_modified": 1698404710931 }, { "id": "ac3ef2c6-c98b-43e1-9047-71d68b1f92f4", "title": "Open Todo list example", "completed": true, - "createdAt": 1546300800000, + "createdAt": "2019-02-01T00:01:00.000Z", "last_modified": 1546300800000 } ] diff --git a/packages/streamlit-rxdb-dataframe/rxdb_dataframe/test___init__.py b/packages/streamlit-rxdb-dataframe/rxdb_dataframe/test___init__.py new file mode 100644 index 0000000..2806314 --- /dev/null +++ b/packages/streamlit-rxdb-dataframe/rxdb_dataframe/test___init__.py @@ -0,0 +1,74 @@ +import pandas as pd +import pytest + +from rxdb_dataframe import get_dataframe_by_schema + + +def test_get_dataframe_by_schema(): + # Test case 1: Empty schema + schema = {} + expected_df = pd.DataFrame() + assert get_dataframe_by_schema(schema).equals(expected_df) + + # Test case 2: Schema with string properties + schema = { + "properties": { + "name": {"type": "string"}, + "age": {"type": "string"}, + "city": {"type": "string"}, + } + } + expected_df = pd.DataFrame( + { + "name": pd.Series(dtype="object"), + "age": pd.Series(dtype="object"), + "city": pd.Series(dtype="object"), + } + ) + assert get_dataframe_by_schema(schema).equals(expected_df) + + # Test case 3: Schema with boolean properties + schema = { + "properties": {"is_active": {"type": "boolean"}, "has_permission": {"type": "boolean"}} + } + expected_df = pd.DataFrame( + {"is_active": pd.Series(dtype="bool"), "has_permission": pd.Series(dtype="bool")} + ) + assert get_dataframe_by_schema(schema).equals(expected_df) + + +def test_get_dataframe_by_schema(): + # Test case 1: Empty schema + schema = {} + expected_df = pd.DataFrame() + assert get_dataframe_by_schema(schema).equals(expected_df) + + # Test case 2: Schema with string properties + schema = { + "properties": { + "name": {"type": "string"}, + "age": {"type": "string"}, + "city": {"type": "string"}, + } + } + expected_df = pd.DataFrame( + { + "name": pd.Series(dtype="object"), + "age": pd.Series(dtype="object"), + "city": pd.Series(dtype="object"), + } + ) + assert get_dataframe_by_schema(schema).equals(expected_df) + + # Test case 3: Schema with boolean properties + schema = { + "properties": {"is_active": {"type": "boolean"}, "has_permission": {"type": "boolean"}} + } + expected_df = pd.DataFrame( + {"is_active": pd.Series(dtype="bool"), "has_permission": pd.Series(dtype="bool")} + ) + assert get_dataframe_by_schema(schema).equals(expected_df) + + +if __name__ == "__main__": + pytest.main([__file__]) diff --git a/packages/streamlit-rxdb-dataframe/screencast.gif b/packages/streamlit-rxdb-dataframe/screencast.gif new file mode 100644 index 0000000000000000000000000000000000000000..2b2647f385e09f1b7d24d576443ac88656448625 GIT binary patch literal 540827 zcmV(|K+(TPNk%w1Vfh0j19t!bA^!_bMO0HmK~P09E-(WD0000X`2+w70000i00000 z`2!>ahXDcs3l0ks<956E=A1EUuEhQx|EHO4UDlIT9J25jlCO<_oCqO$qLjXn*09O$jQ78as5de4- zA7L*kM>;B2J|JZ=By>0_MN2MCR4iOTK0!n=Q(8D(W-VeuE_6mPc1Jv9Z9QjjOAH%B zEh|JSGD4tAZ*X#OZ+3Qect>}Fc3qo%eS!do6e)r~DuzNch)gw%P&AQF zGMh{_mr*yVRXev@JiuN}f{js#lv$Oce}IHwps!@8w`s7yX|chGG&q?!JF*8LraC;j 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